{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Puts ALL WISE Astrometry reference catalogues into GAIA reference frame\n", "\n", "\n", "\n", "The WISE catalogues were produced by ../dmu16_allwise/make_wise_samples_for_stacking.csh\n", "\n", "In the catalogue, we keep:\n", "\n", "- The position;\n", "- The chi^2\n", "\n", "This astrometric correction is adapted from master list code (dmu1_ml_XMM-LSS/1.8_SERVS.ipynb) written by Yannick Rohlly and Raphael Shirley\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "field=\"XMM-LSS\"" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This notebook was run with herschelhelp_internal version: \n", "0aab440 (Thu Mar 22 09:41:13 2018 +0000)\n" ] } ], "source": [ "from herschelhelp_internal import git_version\n", "print(\"This notebook was run with herschelhelp_internal version: \\n{}\".format(git_version()))" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/seaborn/apionly.py:6: UserWarning: As seaborn no longer sets a default style on import, the seaborn.apionly module is deprecated. It will be removed in a future version.\n", " warnings.warn(msg, UserWarning)\n" ] } ], "source": [ "%matplotlib inline\n", "#%config InlineBackend.figure_format = 'svg'\n", "\n", "import matplotlib.pyplot as plt\n", "plt.rc('figure', figsize=(10, 6))\n", "\n", "from collections import OrderedDict\n", "import os\n", "\n", "from astropy import units as u\n", "from astropy.coordinates import SkyCoord\n", "from astropy.table import Column, Table\n", "import numpy as np\n", "\n", "from herschelhelp_internal.flagging import gaia_flag_column\n", "from herschelhelp_internal.masterlist import nb_astcor_diag_plot, remove_duplicates\n", "from herschelhelp_internal.utils import astrometric_correction, flux_to_mag" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "OUT_DIR = os.environ.get('TMP_DIR', \"../dmu16_allwise/data/\")\n", "try:\n", " os.makedirs(OUT_DIR)\n", "except FileExistsError:\n", " pass\n", "\n", "RA_COL = \"servs_ra\"\n", "DEC_COL = \"servs_dec\"" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "## I - Reading in WISE astrometric catalogue" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "Table length=10\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
idxradecw4mag
degdegmag
032.8599784-5.99579429.045
132.949841-6.03718719.34
232.9127882-6.02003438.774
332.9166059-6.02080288.698
432.9197243-6.01360749.347
532.8892899-6.00620158.839
632.885893-5.99692999.066
732.8882194-5.99569958.866
832.897283-6.00301439.21
932.9007978-6.00223119.228
\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wise = Table.read(f\"../dmu16_allwise/data/Allwise_PSF_stack_{field}.fits\")\n", "wise_coords=SkyCoord(wise['ra'], wise['dec'])\n", "\n", "epoch = 2009\n", "\n", "wise[:10].show_in_notebook()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## III - Astrometry correction\n", "\n", "We match the astrometry to the Gaia one. We limit the Gaia catalogue to sources with a g band flux between the 30th and the 70th percentile. Some quick tests show that this give the lower dispersion in the results." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "../../dmu0/dmu0_GAIA/data/GAIA_XMM-LSS.fits\n" ] } ], "source": [ "#gaia = Table.read(\"./dmu17_XMM-LSS/data/GAIA_XMM-LSS.fits\")\n", "print(f\"../../dmu0/dmu0_GAIA/data/GAIA_{field}.fits\")\n", "gaia = Table.read(f\"../../dmu0/dmu0_GAIA/data/GAIA_{field}.fits\")\n", "gaia_coords = SkyCoord(gaia['ra'], gaia['dec'])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/matplotlib/axes/_axes.py:6462: UserWarning: The 'normed' kwarg is deprecated, and has been replaced by the 'density' kwarg.\n", " warnings.warn(\"The 'normed' kwarg is deprecated, and has been \"\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nb_astcor_diag_plot(wise_coords.ra, wise_coords.dec, \n", " gaia_coords.ra, gaia_coords.dec, near_ra0=True)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "RA correction: 0.061640000240004156 arcsec\n", "Dec correction: -0.037516070016963 arcsec\n" ] } ], "source": [ "delta_ra, delta_dec = astrometric_correction(\n", " wise_coords,\n", " gaia_coords, near_ra0=True\n", ")\n", "\n", "print(\"RA correction: {}\".format(delta_ra))\n", "print(\"Dec correction: {}\".format(delta_dec))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " ra \n", " deg \n", "----------\n", "32.8599784\n", " 32.949841\n", "32.9127882\n", "32.9166059\n", "32.9197243\n", "32.8892899\n", " 32.885893\n", "32.8882194\n", " 32.897283\n", "32.9007978\n", " ...\n", "37.0483865\n", " 37.043738\n", " 37.033254\n", "37.0370584\n", "37.0309353\n", "37.0224723\n", "37.0274276\n", "37.0556116\n", "37.0632212\n", "37.0525429\n", "Length = 320010 rows\n", "1.7122222288890043e-05 deg\n" ] } ], "source": [ "print( wise[\"ra\"])\n", "print(delta_ra.to(u.deg))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "#wise[\"ra\"] += delta_ra.to(u.deg)\n", "wise[\"ra\"] = wise[\"ra\"]+ delta_ra.to(u.deg)\n", "wise[\"dec\"] = wise[\"dec\"]+ delta_dec.to(u.deg)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/sjo/anaconda3/envs/herschelhelp_internal/lib/python3.6/site-packages/matplotlib/axes/_axes.py:6462: UserWarning: The 'normed' kwarg is deprecated, and has been replaced by the 'density' kwarg.\n", " warnings.warn(\"The 'normed' kwarg is deprecated, and has been \"\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAYgAAAEPCAYAAABY9lNGAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzsvVmsZllW5/dbe+8zfOOd4t4YMiIycqysIqmJakDQBQgkuq12tWW/WBYv5sWvJT/wYAuJAvFWyPYLQhYPxpJLgNRy20Ju6Hbb0FBAQRVQQ2blFJGZMd8bd/6GM+69lx/OF0PSSXVjqjKzMs4vFDci7ne/e885cc5ee03/Jaqq9PT09PT0/C3M+30APT09PT0fTHoD0dPT09PzrvQGoqenp6fnXekNRE9PT0/Pu9IbiJ6enp6ed8W93wfw3WJ/f/5+H0JPT0/P9x3b25O/87Xeg+jp6enpeVd6A9HT09PT8670BqKnp6en513pDURPT09Pz7vSG4ienp6ennelNxA9PT09Pe9KbyB6enp6et6VD00fRE/P34vWI29exx7PiWe3iFcugsj7fVQ9PR8oegPR8/ixKMj+j3+DPTyCJEXTFNWIDIY0n/oY4Qeefb+PsKfnA0FvIHoeL0Ig/xd/gL27hwBqWkSXoBGxC7LDY8rJAH3iHJQNRA95Bmn6fh95T897Tm8geh4fVJE/+Spm7wAUFCBEAATAe0TBfvNV9K27mGKBJo5q4InbU+y5p7HT9ffxBHp63lt6A9HzeKCK+6OvkH71m0iInfcARDrj8CD7EAPJW7fQdJd45gyluU27LJHlkLC4R37lh5HhGPLeo+j58NMbiJ7Hg6Ikufo2spqwG1e/ZzJgRIlRsGjnZRQVsohwuiSM7mHyATr1uGUg+8r/hVFBJ0Pqn/5ReOJ8n9zu+dDSl7n2fPipG+y3XiPUATUGBJYChcDReI2T5AxBbOdNCJ2HoSAhYOuAnc1Jbt5jePUINy8wMWBPF6R//DXk+i2oavD+/T7Lnp7vOr0H0fPhpihI/+2fUb12jeMY2YqQAI0BG2FnvtsZBQX76PsErMK42WSRHBHVssQyjBFbVBjnIHikKNGDI6SuQQwkSZfYnkxQ62A8AGv/joPr6flg0xuIng8vIeD+5hXcG28zF8BZ6jbgtHOdWyCz0EQY3H+Prv5QCIBRx1q9w6sWEgNjBRMihAbqFpmVmKBI02Dv7GJ3D9EYIXHMr5yjHQxIn34Gu7PZR6J6vu/oDUTPhxb3F1/HvnUTaVrS1HJsDUEjeausRahEaKIyVcUiDxLXCizE0BjYWCW0q4FgG2W58jZywJ2eEq6/jZzbwcxKzJ17UDWYNnBiW8o3Fpi1TZa3dxl97OOYJ7YwVmA07PMWPd8X9Aai58PJ/iFyZw93Zw+AM00gplBZx5LAWhvJVcm0XRkGg6xSchEBIxyuT3GHpwyJXF4qV4ew6bsQVaIgdSC9dgu5dgec6RLcsXNBykRxpSfKkuAM8hdfIz27jQxSwvoEGY/QyYh4bvt9ukA9Pf9hPnAG4uWXX+aLX/wiL730Enme85M/+ZP8wi/8Auvrff15z38kTYN9/S3Mnf0HfQ4A200g5A7WRujJKRIUSAjMu/yBZggOVXCiDIua0kCqsK7wj5YQpMtdqAIGBEEk4kOLx5BiETojoxoJdU1TBAZlQGZzZDzAJin+h15Ert/BfeM1yFLaF59Dz2y8X1esp+ddEdVV3d8HgL29PT73uc/xsz/7s/z8z/88JycnfOELX2Bra4vf+q3f+o7v7WdS9wCgSvIHf4z79lXm8ZChz3C4lZegRLXoNEdEoWgJ5r4BUUQsNgqVMRyMcy4czAmiWPUkq71UBHwU0ITEtoASUWbJgowM9QkJBpXIjSQikrLZCBMNgMEaIHGE89uYWYE4iw4GxCyl/k9/Ek1TpA8/9byHfKeZ1B8oD+L3f//3SdOUX/7lX8auKj9+6Zd+iZ/7uZ/jzp07XLhw4X0+wp4POu6l13FvXEeahtPxEYvWcLY+iyA0tDgSKAKIxdDlE2jrVaNcBHKGCBfrFquQINSrzPX9nVQlBWncwAfBWCUSqV1D1qaQKKFtyEi43AhLBLv6zo6IRNCqwd7YxYQA1qLpEs0Twp/9Nnqyh0mmmMs/Ck8/38l8uA/UY9rzGPGBuvN++qd/mhdffPGBcQAe7KZms1lvIN5vVJHjUyRE4sYauA9e+aYcnxKbCqNgvOHN7Tcp5xVbxSZZm1NLINcEdd2ibVswpCj3cxEBxWAeaRE6ShoyIMWCBy9DUqkQNYDg1KFimQ2Utl4wEkeiCal6VMCTdj0WClG6CiqJofvmISBVSQi7yCt3SZohJtTIG3+M/cq30SRFJ2PCR58hXLnYJbh7et4jPlAG4vLly1y+fPkdn/vN3/xNzp49y3PPPfc+HdXjzdIXhKJi4+W3sa++CXmKPvkEsrlJeP5JMB+cXks5PoW9A7RtCETOlxfQ08hxfoKNlnVJGDACscQsQesGa8EEBROJMaKiXUc1EdXVudnANzbvMCkTzp9skWNou2wFoqBk7BRneHmypMkTnpgPAEFJyAhk2tAg6AOj43n00VMFosc0ARMM0hqsRoxfIGLR0zlSN5jbe7Q/8BzkOUxHXc9FT8/3kPfUQNy6dYuf+ZmfedfX0jTlW9/61js+92u/9mv80R/9Eb/+67/+Dq+i53uPzJbc+8svc1we8eTdmvyw7MIxQNg/RZMU881rlD/4FM6NkVTQc2uQZe/9warC2zdJvvoyZm8Po4aZFEx1yKXZZS7NnuzKV52gkzGFCYSyIFXwTsAlVJXBmhnQMNAU1CIGiDBKLvF0tUZS3+OMWhYieAABjZEgFaKO0yQnCXA8gGGt5DGSkoCB01HDuEk7g2I9eZsg/n7QKpL4TYI9QjV0XdxkSATwYBJkWWLbe+j+Ebaq0WFO+yOfQK9c+kAZ6Z4PF++pgTh79iz/6l/9q3d9zTxyk4cQ+JVf+RV+93d/ly984Qt/p1Hp+R6hSvKX32B27xbDec30UB+UgAKYxZLAktnsBHtjn3YyYtQK8cIU/7M/1BmJ93J3u1iS/eFfYI9n0FQYlKmOAMOjFRhN6qCJNOWSedKQR0XEUCeR25uXObAvcKZ8hSfnBdP7j4aBItScLSANjhLBatdYZwFvPKJKwHO+ivy7zYRnloZMPWd96MJPVrAinG4CkxynKeneEjNrMAgwQBCy+lkQzyoIhWpcaX+sUuzBk+4fgg8I4K7fIW6u0fzIJ9BL59GN9b6/oue7yntqIJIk4ZlnnvmOX1PXNZ///Of58pe/zBe/+EU+97nPvUdH1wNAjNi3b2Fu3cUt56RtQEl4p+apUgESEiRUcNLgfWRwfEByvEf5X/wTGK0kJkSg9d1bre12u9/NRWw/Yl4ukMPl6vsaFE+UkrmuMaWL9VcARcD6LXJX8OeTTfYGB1wI13h2to4rS5LhJ1nKk3i5jujD8thRWZMQibLO3HkqYKaGJ3wkClRSE5zjjE/5qf2KgyRl1Aom1njxSICJjohtTls4smSMLYqV0U0fXFeDEF2OEgFDHA9QEdQ6TIzIwfGDPgsBRBVzeIL5N18mXLrAYuc86b0DTKvEF66gn3q2T3D3/IP4QN09MUY+//nP85WvfIXf+I3f4LOf/ez7fUiPHTJbwLJEpxOevOfYTTyNCbhoMFiisKrzh9dGnqcWKYMQ6KpFBbN3iHvpdfynX8Ts3sP+9WuIb8FZwhNn0bUJsizAGcK5s3Bm4/+XwZC9A9y1W4TrWxSjFEeKaQuiEYiO2ZbjX2Yf54eO9xjpghNJeWFhMHGNveyAm4MJMnyZ07jgLYmcLZZcXsw5V22QqkOJq/ojGCIrWXBh2ye8MUiYIXgJnKRjogzZ8YFBq5xTGDfK0CQ4SYhSI1jsImBCxALaVKAJf/vxU3jgHWAjKoKJipRLbNk8cvKrL15dNvGB+qQmvfs6JqbgA8ntr9EclfDxC3D+7N/7+vb0wAfMQPz2b/82f/iHf8iv/uqv8sILL7C/v//gtfX1dZI+Kfc9R0236hxtTmlcwuXSInhUuuqeNrGIc5SZ5X95UvlvXp/x9GJEhgFTAUp79XWS4xnm+KQL+/iArq+hrUfKEtNGNLWY9Tv4MxvIhR3ipQv/8bH0+QL7lW+iQWjuJbTBc91e4Gx7A00C7dYai0nJwN/lT5KP4VEuFW/z0eV1CD+IDbu0JiW6jGWs0KEydye86HMURU1NjBGDAywe5a7znAkOo8JzZbnKExiK4Hl5fcgSw8Q3lMYxsw68koUhVodYMYhGfD6A1mOXczTqwxkUChqFxtY4TUAEDSvZcWMRHx4aBR75c0UEiiWMQ+dVSGyAmuS168R1Q5iMYZB/9723ng89HygD8Xu/93sA/OIv/uK/99qXvvQlPvOZz7zXh/T40HqSP/pLWC4J25v8yZ0b/OtnhvzqawWjmBI1kjpDMR4g3vHmMKcykdc3jtH0LexikyxYGqeYqsW9ehUDGN+FavTeAe3xATYA0uWc5O4+bjIiXr1BuLiD//HPdLmLpoGgkCXvqoSqR3O0jYgzaDjkpJ5wlG1xb1Qy27jLMzsp7k7J08k9xqZgVHjONZHERkz6dc4vL7KzDLye/RTNYImxRzyxPMPF5VlEu+qlaCpQh9JQ2sDvX2y5UCR8YjFko/FMfRd2y6PwmeOSg8SwsEJuEg7yAYUGTFkzaVqcRkJmwXvcbPkwUCdASEENaEuwERMjrDonYgJJUXdhpUeMwn3nQVdlszUWgmfOiEkscJQ4Ilodo18vidMRsrmOGkE31rqwU73ySLJ+8FHP380HykD8zu/8zvt9CI8t2b/4A9z12wDoq9fw58fsDxN+40rGP9+tGUfDExHqpccE5YlK2dnIuZXt0LjA3ekNnl1MudCcJ68Us5qpcJ+KljYqVtNux3w/3HIywzQNtC26tUW4uIOI6Xa7TYNORside8h8SXzyPIxG+I1pl96oG6zc5MbaBY6c5Xw4wFWRMDvBuZQnYsbzlWFZN2iiVCkYc8jQHfHDy3P8xLyhmP5nDHXJxsEdWnPSeRDiIBkhbQ1qGIQBH5s7/myrohh7fvIGpDQokEkCatloHd6miI982jRcc45D69hcaT2JD2gSecf+XbuwVed5QW0r1BhMaGgGkXQ4xS1aAGJiiV4xGjE8tBde4chMcNZTGAjuMtv1K0DExBo9bbC37xJFSN680RXwXlx5a0bQM+vEnTPfy1ur5/uYD5TUxj+EXmrjH4Aqw//pt5B61SwWA28NHL/x1IjbGbwwK/nPDxs+dhrwYURpHS5YbqUpr22UbFcVH597AoE8SUgCSHxk1jNwmBSEVhmbIVYFNJCuOg4AgjOYYU4YDjpPIksJo5zk2s1uEtxsgYYIWUbYWKMIhnT/ELNY8L+e+wh1smSznvF8fcxHfUvc2iAW4E3CCGFWnWCKikE0jIPjIF+jzkYwHpAcH7G1PCAwoHELXDDkK3mOe8YzUYNFqJ1gNGHk23dcvhiFt7JPYMUzbO8hNExkgVP/cAemPBxIpA8+1ZW9xhGo4IcJJ8lbqI+M/ZgspqtQFrQiFJKShBYrAbeqpjo1GbfSdUbaEAYp04Fy5uQEqRuwAkHxF8/BomRZl7TBk3kYrMJOYTwm/Ngn0a21zntTwPahqMeJ7yS10RuIHjg4ZvCl38MWS8AQNaIIpYFTd8Jae0xuUiRsYeIa+CGoRaWhTEqMNKRdZwDBOjAG1yrCwzh7JZ676ZyhG5M3Bmk9Y7IHCe95AmvRUJslh2t3OFxb5/LyMoO5JzEWU9bE0HadzmkCLQRx2OiJGP5i/Twuen6wuoFaqGzG63mCSRKeO2lYL1eL9SpaowLFaEr0gWF9jNNIXC3n8oiy663Us5e27FQZ7STlTD1hUhy/wxPwMeWV0Y9hY00STjnOIheau5wJS3L1D2dMrIzDgxDRI5nmkFlak2LqmpLIUHlwvPev0T23Ru5r/udndvkvbw+5WCWUBq4NLjDyNaOBMAklw7btqp7a0J3rIGMWAzWRQRUZ87AmLTpHnI47L846woUd4tkzDzw4cQ5/5Qn0ws734Mbr+SDwfaPF1PPeY67fwl69jr+wBTcaVIRmlCBFS156Bs06aqdgDT4ckRgDrkKjwQgMO3FsWgmE1NBsZzTVEevHoy7fsCJXx3Y7ZG/LEBdDptHjY1exszTdjagaOZh+nbuJ5/mbWwz8CZak23GLELVCJIGgGBWsdkbJEvnHJ7cRI2gygbJhdyBYryRNTdYoLQ9vdgFQGCxnIIJhAZKsDKPiGKAoopaL9epdiSHRlDYV/MJgzSPhItOQmobGDTAxkjDnzmAbVyqbfglWSIJ/4DkI3TCi+90lCtQa2Y0puYNJ21LhGcE7DNE0zKlsTpEpv/7UjP/+1Q0Garhc7eFRTKmIOPARYnxgXKSsWaZCouBWye6VGC3We+zRCSCoNZjX3qQNASkbTFWhG2vIzTv4T30M3VzvFWcfM+wXvvCFL7zfB/HdoCia//AX9fx72G+/gb1xF3trFxqPN4E4SZB2CNah1qLBYX3EYghSoVITEkc03RSFB/FwaYmhpUhOSUJG4u07FjijwrpPGC09LlpuDIW9NGKtsN5CsCVH49dY2oQLs0s4BFG3+gmRVhYYEkQDqp366n08EFe5CwmBkwROnRBUGYZAFrsF8tHjkUfeLZzQGI8SEEkQ7TrCo8BgdBENkdo3+FiS+UjNFEcn8lcJ5O0dWiy5P+WZ6hqLZMjNwVmKfMwZVyN1846fPWOM0GAIgGcWLIfTszQYaCuMKI6HQ+MFCEbIY8MnTlJeXWs5NcpO5ciDogkkFrIQcaHz3EQeegr7FnZTQx6UlC4N/s6aMekqoFSRkwVS1Ig1aBsw9Wp6Xl2jywJTN8iN26T/9s9wL70OIaDbm31H9/cpo9HfrX7QexCPOXI6w9w7eFBtlLZKNV9ANHhG2EwRrYlN0/UaaFf1cpAfY7Kc6UmGjWDFkvsMvwyUIVL7OY7zJES6YIpigRAUpJOTuFKuOoZdhqbdjt3FlMwd0bgS14wxoujKU3CSU8sxRg0qjpRNSnjQxkeMSNMQgXEZ0BQqK3x7bclP7OcrLaRuyXxn1egEDTmNLZmN9oi6T1q8QC4TBCWvTjl2DW8OIoMIMUDqN8nCAqORoSoxWbIRX2HUgpDwkeVdnpddMGD0byWngSgpQoKoohiydIk30KQTxu0C03rmzoCPrK/mZbsYKYFpa/nvXt/Eo8xRTocLmvGYqQqDwwZRSxDzcEqeEfanOX86tjxRVHz2UFmLgdEjHg0PrgVI8Ejw0DQYAZ0MkbLCXLuOGY+Jg5T0latI27mIslgStzbQi+f63MWHjN5APK6oQtsSBhYXuoAHgKiQLQSVAo0CYiF3mMxAHTv9IaAVz2ytIF8YstYBisVio2VUnmfJKcHUiD6P0QhyG6gw0SBYorSwCh/F2ECWYWvPhaPPMhy9RmsOCOK6rmhKEqZYzcjYXoVlLGoNN6cZl0879VZVpREIVjixynPLgBNLSBqiSSGaLnT0wEh0sZZWICVj4qeY+XkaEzgmwapjHCqsr7gskb+ZOnyA14c5L8xSZnKBNV9gUEZ6l5HpQlSeEU6b7txUOwXXBxapy8xkLhJ8ihMPKJNmyDOLb3GaTAguMmkcrn04q8LjMVjG3YgiQCkxFERObE1ggZeUqRlyqoJiGWrn9YkIT0TH19cS7mSGmRW2GsM/P1xg8CtBEn1Hr3xHpFaolguaImXaKGaYY9+6hxRVN2TJCPZ0jlmWhLLCfeXr2IMj4vYm4fmnunxG3839fUufpH4cUcX8zWvYN69hjvaQRcRW/kEGNZjVTjJNMHULWYZmCSyLblGwFk/g2pmbJL5h+2iDaTPGYCjpEqqlBJSIGY3IQoqxgXRZYk3XBAYtikMTQRKLDoZIUYNGpPJgBJ81VPE2iV/gwjaGKUqKiMXTeQ63EmFphW3f7bKPLOzlFrQkEce5BrbL7uc5DEblgYG4vxwWiSFtI3bVWBAFZokj85405kSpSA1cGxiWEtlpHZUZYeMZkqZhvQFnbmLTJQALznV6VixopCQVR2ISTARNM4IaFvU5HLfJ8Csv62HIp1mFhu6HgYJGCqnJSDAIooLFsCcJh0nOWEtGlAzbSIrhrssYxYrWBISEiXckGP54K+f/2c6YNJ7/+q2KTQVDwKz6xoWHns59e/b6AMYNDJxBRkPG6iAG3GzefY0IMUlof/zTmN197N4hIoJ6T5yOiTtbBGthmBFfeAY2+smQHzT6JHXPO5BvvIr72jcx8xlCCVmGTwVphGUaCXVFpg4TIU1sF26QhGWe0eQ5NMe8aSZw9IPstEsmbYF0/dZUCDOBHEtph+TWkWaWUPlOFSl2C5+IRWmJpKhzaDpAx2PwESlKTFGRRIuGC5TuiGVyTEuNYcIgDrCtIdWUy40yl255ay1kQfnzzZwfOQoc28i6RmrtjINKg0ok1RTLw678MBxRNHMGZYuzBtGUafSIVJ2Yn1EShKfKyG4mzLPAES079XXGFjTr9JmcDjECGQdEyViQoDIjGqEyCYNxShIsYZETJVsli+MqCNdh6EacArTSaTIFwBphScU45A8qrHa0pZaMXBOytiUjYrAgjiJpSHFouD/1zvJThwU/cdRNsTO6Cv2J4A0UImQBrOpqaGpXY3WUQaKBNnEsJ4YnTzxiDZI4bOO74GGaELc3MW+8TVjMEQUbtBMoESU5PEIHKfHaNdp/9rPIfSMRY5+3+IDTG4jHjRDwb79BenCIvV+IWpcYZ1Ec1zZusGWnmCKjTiFJBgwk5SQfcPv8WbLiiLvHd7guP8KT8YArVUmLkCncG5ywVk0RZ9lLLHlIGTYNWi0JEez9kAeAGkRSTFC8TaEsoYiQpMTEghOMF1QgayakjNkdHxKGJW0Z2GqmqxMSjPHsJo4/39zgB5b3+LGjChciV5YJZ32Ll4aGjFYyxMxofWC8GuJzMBoj57eJdw5psdgQUArGbU4iEaTAYjsD4BLORuU0LEnbUwq7RhthgjJc7cVjlnF3XLB1mFEyJJoGMRWzkeFMuiAplVSmXfJdhhTaMFwtxnG1m7dYvHiup3CWHNcoNqZMNXsQIIsACpfqxWrA0X2fA7Z8y9e3lpxf5iQoVQhMdPggsOYHA6xtkaZFYmSB8Mo45ZOzOSKGg8wwaiJ59Ex85DSNlJmhkoqTpOSpU89am5BhkDRDN9ep397lbnHEuTYwWBUDmNMl0TddJ3hZ406X2P/tX7J85goRw912hzYZsjko2YmH6HiCf+5Z4ihi0mHXMNnzvtIbiMeM2CxoT17D3V8w1BJEMd5QW4OrDW8P9hjkA+b5lI+4i4TNHf5fFUzjmdrAchB5OX2OVoY8VR6RxIZEW/azJU2MnPEjphHyALuDITMzJ4ugVkli0klL3I9lGIstqm4HHQPaLjstU+k+pDFlns2YD2dsFFOqJiVZZiSkD75FGgRN5/zpxos0co6ni5v4MMAnljreBhMxzBg0E6KOSRFaqxxOR5APGRQ1No6o7BFeErJguy5vhqhpSDUQsLQEkuh4c/Mma7OUi0thEicPcgKy2pGv+QlKTeVyor1AIcrpQDmZ/BlTl3HRB/LiGoEROYZKGgYqCIFKTkjUIKyxSAPalqxhMETWSDrv6/6ZK13IT5SggtEujzBAeWE25qUzbxEk8JGDi6zXY6DLMbmqQVsPGtEIL49HfHVrwrreY+xTZuOEwVyojWMj7LFnBR9S6vqYk/SAK7qDly4clfkGKWtePq05mcLFw7+Vx6g7L0NCwKillZbslau8Of0I+5OE9Xt7mOUeXhpSvUn17b+ifHKE3RwzeO6zpG/ext7eI5zfwX/io9/LR6PnXejLXB8XVDG392D3OovjbzM5ybpxrgJRIl6GLGPKZpVRWCBYzhZnGPqMW8OcpUAVIuP9gs3wLaR9mtfGl1iq48XiDigUJrI7WhK0Zdjk5GKZtDWvrM1ZmIItL1i1OCys4uxd/WZEQ8BHpZRwP1DyYMeb+gGJjpiNx2RhzLEaNkNnRLqdt2eAYbu5yvXhMyzsE7xQL1iLEc3u0q5vYaqWmNTYKEStiSmcTsaoOlBlMCsYNymT1pHbQVeME7rQjOKYY3HRoApby3Xmg4LgPMMmx9JVDRXpGtYJWSukATbDgtY4xMzYsm+zl+7iWsMia8jbhpSAEGmwDAQMFpGIISEh6ZoG8xQJkNtAIi1eIw73YJ62aJcHCMMM24KoAwKDmHJ5vsNT83OM2tGqsXEVnFLTzZpAEBEuVi2qBhMdG6EgmAFxvMN4VhFMQWmV14eGxp3SOs/5eoCaSKJCEiDUkW9cfBbVI54/qLlffCyAWtvN/NZuWp/XgHjPbrqDJ2W6OCKPNUkTseEuVHPS4yW2aMi+cZX8r1/H7u7jrl7vNLK2pkjZgDN9eOq7xHcqc+0NxGOCffMG9u49ZLagaJfU5S0Sn9BS4PEUZpOlG+Njxrje4Vw5YqP1LCdjblhYXxa8cOM2m8ua50/X+NTsTX709G0+OT8kCRPeSi17qWMQh5wtM4ZkWCBBOHVL9kfHRLHEkGJw1IkhimJdQh1DJxshXbxcVr3MsKqaFCFIyqlkJGXLaKV04QAEjrNj8jjgSpnzfPVtLtfHTNrAmfYEoxDiCUnr0DCgtEsMNUQD0jK3I2oF6xyjouoqpGJE85zoWyzQiLBwkMTOKBkMZ+oRw3aKxXZJ+XRCPLMBgxS1Dm8dJkQmviCVAvEwH5YcDuZUSU3SDtAG9vEEaRnjcAiGrGsOxDPxDefqlM0ojKNFYoYhedi/0ClpcJIq4fwm2WyOmK709BE1cKIKxDFg71sURB7OuxAil+qGM00k8WsM/RCvYOqCvM0ZxYzNekKp25C9TZCEYbBkrZKqI/GOm27IZjJg/fSIND7s/hZrMWoxWFrTAsLCeBrrqfUMMQpTP2O9XqBSEqwiscaUBYNj8w49L46WSLlEyyVSFsTJGOknTf6D6Q1ED8nLr2OOZ5hlQ+k2mQfh1N3CkjDyG5zaAV/b+gy3h+fJfctGOGWkkUHZsl6VDBannCs9myGQIRgsaWymOQfcAAAgAElEQVS5NhRsnKK25PqaUBpLYwwXG2Um3SK+2SackvHyumXmLPNxwuGZNdyyIm+VuTWkUdnNPLVVMhUqlCiGjK6qx0XtRn1qZD2CWojaNcgVMaWVyDCmDPyIaRMZe48IOHXkbYZoQqqbnNhAYbpO7CZERAMmNGyfFg9G94gYlkmC+JZ01YNQuq7Cy6DUlBhaVALe0lVhpRlKCsai0xGSGry3qKRYGWFDw85szIX5Bk8fn2Me1mntjDpvuDUYs9bWpAqByH2pD5V5p4i7mo1dP+i/7n7NiCwd/MUFoV4sOV89bFt81ECwkmqXmHa78CR0PSOr9LgISHQEsWhIyUPNuPXk+FUV1RoDn3KusmzWOamcMPLKmXYDgwG1XCpnHO5cYCieQdugqVBt5F2zpHbX7ubkFY7zY+6OGgq3z0dPI0P1bDb3SGlAUmZpg40tEjNS/zCMCKBBoFpS7x5T7M2oF0vSyxf61ot/IH2j3ONMjLivfhNz7dZquFvFxuKUu3aM06eY5UvupiUXipZPnvw1e8NLpHgmsUKtQYyyFiKDqiFRg31kjKexQkw8Xx/ew0TPjx4F1Bi2mkgCrAMLga9v32R/fMxOs8a3N6ZsNCnTdsFF3y38hetGeJ6tU/7ddsXEWaZ15NKyZdE4RC1C5GwNM2eoiYyHQ8yswBOJSY5rBVXp9vPq3yGJLWJIgaCejXbAkYOgyt4gEpySB49HUbUrwaSUlpQ2LUhqxaqy1kYKK8xpCbakiJAbRyLdAmjjEpURoYm0G5bcGvJYdqJ5RDISIEFXox2cCdzML7Edlf/z3A8z9W9w1N7h2s5f8/TRNk8vz5PoNiLLbhaHWgxQr/o3SgLf2Ky5mytJsJRRUB0QtKt4Ij5UejJEolkgpiCiSNvNnOiSwLrqDQmkUfBaIbjVRD2Dw+NoqdyExHuu1DlSP/lAxqO7Fxocho8f7FJcmHKq90hbxTaeg8SStspYlTV/hrfXXsPh2J6dY9MX4As8gWCEaC278gO80NzEELpEvB8j4lEbMKGmPGlpXYq2QnntLnHnNmsvPPGePU6PG72B+JDjvvEq7o3rSOEp2wWiS2JmeLFYsGiEq5sFB5kQxfCRk30u1ftdmMXCIg+YEDqpaJuiWhNUaRGCGE7Pjbi8XzBou/LIHc9qV9qtswbIRfl08wzfLF9nYSr+6e6UcSPkrXJmpdV0sVF2Exio4T85GePXJlzlKio53joWVGAH7DSw7iOFCVB3caYEw8VVuSUxJ+qgOwa7IK7qe+5rD0lS07o9rFmQ+Q1qm5NoIARhP4FxbYCu/HRSHHJ1u2DRTqCs0OGMUXuG7bljN4mcuCGzYcml1rFeJdBEcjlikUTCvsUeVxh/P6EsXRe3gKy6qs/FJWlpaa3jJw7uci8bEU1KjDu8vLNLfjflyWobo2sABDyRBROddN4bylsTz24SeKZImdYpZiWyqFEJdNffAEjAqCMS8dKQkeIZIN0gVlqUxCgGJTERDdo1FnoPBnJaUn8EiUXVoLaTP4kawStigKFDk0BSzjHbCfbWKSex5a+G62xjeHomjIsLfLI8j9GArMoAYDVqlUiB45W1ZxmGmifrPVrA2CUS1rEUCC0+WjQKvvVIFeAbV+HyFgzz7/3D9BjSG4gPMSE2LG59k2HlGfsUbw3SttBGYswY4fj00Tb7xiAmRWnwdDdF4ebs2yVGMiYxJciAETmWQGEMlUtoC2VvAJdmnkz/Vlhj9W8LNEH55O4VsDVGDa0G7rkJW6G4v3Ryvr2/lw1cXZ7wV+f32cwHvHi8QeMSbgynzMoZQ/UEdUxxXR1961c/LoItaKXmxMAkhAcho3A/6R07Kb6A4BWeXsBBDqkKF1oQo0DZ7Y6lJbRzvvTEeV44tEzCkmSj4mP5kPXZJifulMLmHMcz1KnjbD2nLQqagSW0SzRGHs6bFtStFsSVuGtAORtLrHdcrF/iG6MnEdvy8VnKdHGFiW4gjzyeFkfOlCAe6OS4/6ubE741rXFtxouLAREP4h9J3neigFbBSIvBoMYTYoOoo2aDhVuShG7m9oP/PwlIrMC57jxixIij8i1iBJKI9d3QJzUBUSE6S1U33KhL1utbrDWeu4OcWoQE2B3Dswseei2r/tzOw+l+rYWGzXbJ9cllcvVkkjH1M6xZohoRFVIiRzZHVIk1jKsZ9tpNwvNP9sOPvgf0OYgPKaqRP3njf6Tavc740KDR0SYJHkMIFSWGYxyNsTSqBCfURnCiJETm+YzguqRhaRoOcgt6iSR6cjGMRFlzKQdrOU2syRseUTp6qBZqEOp4SjBKxKMSsREqk3NoxoiG1f4RSlFqhK+tCS+tGU5GdxmHwFabMXPPsTfcoJExY1lnq54hMRJi3YVIBBBLaVreHkFBZBo8RixGuj18UCUNKV4NTixZSMlwbLbCMEoXdlnFzwyWP9gZ8dJkjUZgIWcwyZD1iSDtkC3Z4EKTExrDuK7ZCBFEOHE1TTpDxDNo78d2FdTgrYAqEiENeWeoxJNoxsW64EIFYlo0wkBH3Jc67AyKp3IFGuFUjvEmMIo5FyrHuVZQPEjErix0oOsh6bqyuxJaMKQ6YJ4tus2AwPXBkFYM67FdVTgB0XYhJu3KpESUhkBDZGFKDkz7ID+jDoxXpKj50pZjXDSMm4TUe6at5dZwvOp1EcY+kuUDooKNq/zHI1kGAS4tT4gqDEJgrW1AuryLpUGCISEyDC1JEDb8jDwRzLLA3rmHOTgibm1A0u97/z70OYjHkLI55uj0KsWwJpkGLh9aNtpzXLNLFpubTGctM8k4TDIuLWvW2wYxBlXFKkzKMbPpDEukthD9BYoQyGTIOC5InSUay0eOGrSuO9lsSVYq08qjOq7rfkJpakodYWyDimEt7mLb8+zbDPDMXAMYXBD+fGdAppv80N0pO4UyHoz4R+kxRZNiq4rNxXGnvQRYybgv390IBBIGvuA4r9jwwlBbErVYMSiGhhYlQ7wh05RxHbHSLdyQoniCBALC0E+4mZ2HdsmwWjL2FVNq1qTrS7BZiqsasrZd7dSF7SrhJGacDO+SeMh1RJRI3lpCmuNTh20UE6QrV40PH0FBWKs2V3/viHRaUSfpgqvn/4a8GeATz87xWabztVXifCXjzWrWxf0zcZYYE2Ko6MYzWSLKpJngxVBsZuzMT5g7uO3hnHY+D2RA3Sm7BkUtBGnZTRarKitDqkr0JWIcxncSIJUxnKaOXIecmoRNX/GP9wreGjnOV8KmNyxCxUjv50e6j2HVshlYYmTC0+WCksuUDFiXr2K0Xm06IkTI1JOxQB1oWSF3SuJkSNy7g3v7JvHTHyc+c+ldx9X2/P3oDcSHlOunB9RHS6Kv2cv2+Eh7nrQ6oViL1AHaQYbUDQfpiN89v81/++ZtXihKoKsMymLO+dkTLNM542aN18ZPI67B+ApCyrovUDJMWaGx6UouiVRkpCvhN7MqyBQMLo6okxHjdk6UwP7wNjthTMIZZmbE/72zYCc6Pja3/NhhQyJK64Spc7TBMzWWddeQNA9nOr+zIws8Q5w6rhSOhIzIPYqkpbCBQTNhoFOCDcwSJUkMVTNiM6z0mSRCyCCmvD103BoYturAPylqbiSG9aTio/4ulUuQrQ3W7i6J3pPlCUWbMtDOgx1Fy7DZ4tDAYjAjqGFSdDMUYhuQPKPJIraoMU7IGla1RA121fx3f5E3wJ+uj3l9PObpxRAn36LMC4wajDWrbM/9AFpHRAloJ8G3vcNob5/WGFQbUFZ9HYZ5Cm0KGy1MuuriThVXQE3dJaEApJMpzzVhORhS+5orlWUQ8k5YpfEICUpXcHCcJ0x9J3ly4gYMYsXHF5FUE44FTm0k86tZFKwWfYRXx59iaP81W6dPUvHjKJ6Bvo26TkBE6hLcO0ctabqaWR5aqnK/E0csExZfdVTXDhldOsPoqW0YDb8rz9TjSB9i+jCyKPjfX/9jXridkvqas/NNrizPIKLsJQk3HSxRUm/41GxJmTqO0oRnlwUgVFgsiqhj3A5JfY6TmuASktiyyQlmbUIcJNhFiZACJTEV9tKEUehSkJ6A0qkNCcpro0scmwGVQDO4SZkcMahrknadu+MDvr4VeWlN2FHhnx0OWFdHDJ4zRRd/rslxy/KBfLbSzWvwiUNixNHSkACWLoCTYaNyb+0OPvXY4MjCgCKB2hlKPcMo5GR0CW+REiSyESuKFMYa+ZHhiM8F4QdrD1mOnyTYskCdIWktrmpJfYuLFhdW+k6SM4wp42rMoBl0PQFZxsIYNFbM7T6t1lgFFyyVmSNYAkK7qhJbtX8gqvz51hp7ecZHjnZYC56d+TnOl09jQmRuG6yaB9e5IdIwoZIxWd3ifEGiuuqxiLQ4VBIkRE6kom1rJmoZcF/hCUS066cwAV0Z4egs6XCdYWnZXon/2dW1lmhQgU+dNrw1SHh9krOwKVsNPF2DW/mTVuB6Ds5DLjzodVFgs7mHcELqdhn6ezj2SOxVggHE8epGyu1hZNBE3KofRRVQpZWK6GtMK8wYQ9UwOpkhRyekN29j9w9wt/aw+4fEvNsYYUzvYaz4TiGmXs31w4QqnM6Ru/v8D/tf5oW3F/zAUcK4CVz0D9VCvz0yLC1cWkTORSWs9vq7iTJUKDQlhoY1oEBIpNuZDlb7T0kc8akrmHIBxwtsUXeJTIVS4MTCtu92pJH74QShAL49PMfX1pWf2nuJ8fgAvHJm9gLa7vDNswWvnbvHcyc7PFsnnDmZdzMkaDmwO/i1dXaOb6yqYKBAKYeO8iNP4gcDdg5PaXcP8DMYa01CwAjUg5aT4QG1adhZXsG1MAuKxEukashYAC2SFggeE0OnUrqzBeO1rhutafEDT7mdw9u7TI4CtlWiV6JNIYCNDhMVbANyP3neEQY5bVT+ZnSTKr/LZsi5sNxhzJgFM5I6YdTkVMbSKkxtgguRgGc/sVydDLhSlUwnCVmV8/+x9yYxlqXXnd/vm+70phhzHmskS5REURLdEiW42zIkmDYEAw1wIS8tr7TQToAWXGohQDttZUAbUwYM2G670RYswZQoawCbFFkca2KxMiszIzNjevGGO33D8eK+iMzS0IJ7EIsiDxCIiox6N+57995zvu9//uf/z89Wmwb88HcO8pZ7Rc3NZoyOV6id4kpXMw4eo56dx5DxDZgwJFieCaD/zbnk5xPD2ZVdwmjE5L2H2Bgv+k2pH6P0wCw7MyVXZH7Rhzo/xjO4LLJCcVBaKm24EgctMIkBGwYTqHXxNloK8DkL2SbH4sYF/8eNjDu95cfeX4DSVGhSH9DOEKSl1kvKUHBiZzhRWO0Q4xlbh7OGtDNDphPUwVO0CKI1/c98gvTKnX/vx+2fSvxQzfUHJY5OsK+/yfH8hBctPMg9ehK4syi42g3NRjS8tp4zbPAzwLJSJSem4aDIMClwNfTMIpwqz5YojnPPVqcHYYgiQ925g2o9ab7ErFuiAbuZnq0EqvDslM5XiRG4XxTs9cd8dCU8Ge3xyhkYcjBLHmcLrhRb9MuKca3xXYucM2uUIdgJqkubdvYATnxx1qJzYW1PuPlei1WBK2c9diNeLSjCpT3U7jbbmWUZH9AvBZ4uKU1Ex5aoZ4RuhHJrcI42f0J36RHlcoILNVmdo9qWVJX0V/cxOyOK+ytsf0rCkLQCq4mjCnV2BiZ9cFjtvOldt5zlsLQ5qVryXbskGni1mbFVfYzH9VdIq0geMqZSIJklSI70a0pzxI/4JSozlOttWK4uLFTVRnbjZjvmXt7x1qjhUhswKhJ0IG3gJ5HzpG43V+M8cSs6hmL+fIGQ575HBfXpGWbVfnCyGUhhD512Ke1DrDsjGYV5rrQknpEXQJikRNlYqBz9SOibhqBg6sGgmLSv0JE4NBGTKXwSlO+hDjxJmkYLJkXGaJQailsWDFHltLonSUundrB9jTY1yXtkdhl9eoa8f4DZ0KMxhvz//jNaLTAdI8bCzhY/nLr7YHzoCsSXv/xlfud3fodvf/vbTCYTfvmXf5lf//VfJ8t+SGH7h8J+613s4Sm1jXz8UFOcTalVzUt1xOrzdABDE7IHPAmH3R2xc+YxPtAhFBH+7XaOSxm3+o5tga7qyGNJOdllnSWK4zOMzhBZofw5ofXv1sYJQAuIMvSZ5mPLhoKKNS9QcgAY7NXLpNUhaM9KZcz6Z4NeagPKR1G0UlLSIMpjdMfTTEjHZxxVsLdSG5vO897HkBiZjUmX91iGFvPG25TqGGxiNIbVVk+9/xLjYyHYirr/M2YRjJ+gUkPanqLimHj9CnZvhnctfgzWmOGNGU0Yb5MKTXF2gtrsmDr0Ri/2nIUEZ/R8fmeXffkIV9Ih704y7l2eIKz4F9++wrYXOlagArG0zLeuUR2cUDYG5SPGaaSqMPQsVI0TS7Hx0xPgZ852+Vd7e2yryDI/AjEY7xkJA5lYg06Kwaipuzg3B9RARkNGDptZ7vM+CAJjH1n5hj6BRWM3pafNFuT9dVS6gpJTehJuA5hpIG6kSIaSbojaQwoQPB0tkreYztIrR7GZGM/RbKfEPETyqHFK+IkjzTe2LH89U3zybGCbyaRCdz0aqFJJFcZsISzNms7UZHpOpzyqK8gbQ0SG4iUKQkAvVhT/558Sr+8T7twmHS/gzrWNUiQ/NDriQ1YgHj58yK/+6q/ymc98ht/+7d/mwYMH/MZv/AYhBH7zN3/ze316H+4QQa3W0Pdc6hNv0mPUDqLh1Hh2JeHU+ao2BzVw9Nd7O3B5i8cucffxMVbgr6cFK2MpsYhA3vbMsEMzNZ6RnR7g/IBC6/NbKGnQz/R9nocWauCpApERDT21E5bmJaIqsf42io7tsGbr7AytHU+KntG5D8LmGPvhfU6Lm7STHcrlfRQwiYG+jkhIjMsc3/WIspwD54Kw7h6RPTJ0/oT12XvsPlmhKAZargrkruTxT3yClUpIiuz91Tdg+RbR9lh1CxUSZG4oFHmJ0xWuvEbaH6NXS3rJqC/fYOv+Wxf8XgU0WYnEHhP9oGuE5lKK/PSy4auTfSRsc9uveKM4xZRjPl4ZZm1EW0PAczLNeOQ0H0mDP7YJNSYGvKyHz9Y26FANg2voix3TTy8WfGl7j/f3HnI99eiHEy6vS0ZhjFeKTLVoyZGUAQM32QCZgoNsTGTBVjRsh+IDUNEoCU4JgwXRAEgFlbDuhLPiL9BBWKrI1mYw0ePJaQhs0ytwwua1GZlKSN+T1scEEzb+5jm2mSFao6JQJUsRNL0SbFK8ttZ8dC2IVuA0zdgQLDTKM2mH88z0UJScPuJg96sIwqTdJ1/MiFQEa9DCB3Y4qvGY+ycQDHFnCzk8Q/UNMh2TruzB3jbEOMxY/AD2LD50BeIXf/EXL4rBrVu3+PSnP81f/uVffo/P7MMf8S+/i36wRC2XjAh8LPScqQO+Mn3Koc243e5wp5Nn1pdqmHleh5rJu4E6F961mmma0OI4zUt0JzSypFVQbuiU+IDRgwOZPscPUEgcgWx46zpt2CmbQShlqV0CNSfqLZIPeFsgGDIiyVbo46dsi2I3Ku4OxmwXbB4ArSL7/SNEEomAFsWtpiDPWt62HdeeCCEG1jqRp4GZ1NiGOq6IRx393GF0AyFHhwyUQTqHMyMux5rjr3yJd/r/h7pdc3Pvxyle/Cj0e4SYYGcbRiPEGvT9A8yjpyRbkrKS6ukZ1fJtlK43Q2bDSReZ5kl5nbiq2eqXmBQ5za9wp3mD290KGx1P3C669wgtf76rmTWanW7MqoBu0XJqH5M3C4wWrKQh8bYBSJAMrW2Gae2NT7hGcbn3/NdHB6zr67x+/YCDrYeMzT5xnlGlavOZtkQdcZhNa1pRCFzrI18b7TE3ilFsyEXoebbLKOTZVTm/9EJiGoZScqrhXpbY6TSZylGyoNYZNih6BCeeTAaJDy0JFw1Le4rC0JltDrccu6ZgctaQ9QEj+sJbQgD00P86G3vS7pjl0SHHzLlBydLmjJRlnECpiqLbBtNT9ROqWCGxxEtDAAJ6EBTUCZUiqvWsH82RVcCmgN7O0MfHcO8h7Mzg8h6yM0N2t8H+YBWJD1WB+OQnP8knP/nJi5+/+c1v8sd//Mf80i/90vfwrD7kIYL82T3Mv32LFoWLGVbASsfVpHgiiW9vvc+8f0xavMiddY7VAwxSK0Wx6sklsu9LnhYF66TYXl9hlnXUtiFTmukHMGsoUraZJ9iG4IfhLiWkuAOqBzrQK4SERg+CbN5w4CCYM6L1XPLvc5C/StIZRaoZ+bMPvi3O6Z/DH04JRBts0xNQeDom3jLyBTfXGdEI45RjUTwePWWZnZHHgkikbB1bTc7B9po2C9zoB9nuPrPErmH3L77Et9LvU2cPuJdpmvkxn7j2X2BuXBsa1V0/aFq9c5/8T7+IChEdTwZoTTRJOsSkYcoYNbjW1TXXUuStax/l7XyEXa7YWX+XB/YqN5uOcZe4luBBCQeqZ46mnuwQlTBuGq43LU8nhl5HCjYSUYCVQEOgiFPW+oyVW5P7wEgmRMAiEGG20nziO/ukwqOU4n4lXGoTrfRUEnBin/ukhw85E/ipVYOgCcA3xsLDsuKVs4abPc958D2D6juVKNBogRtR8baKHFnYMYZZcwVfbDPPSiZ+hfYLRBJahpQ/7XaxYQpoHuWD40awOaoPFzsxNu9dNtsZ3Xua9gzdGb62N+f17CG/tngNay0nFk6BoB1X1z/KpU27gXgLpQ+pgC4phJIoDSZplCSC1mif0MdzlFPEeo5RgksRHjgYl4S7t0h3riM3rv5ADeJ9aN/pT/3UT7FcLnnttdf4tV/7te/16XxoQ33nPunNQ0LsiFowCtpkyZQhk8jH51e5vdyiMR3bfaA3hiSGuRlQoXFI4BTXuoZrXQYu8tje42eXiS4rudSmzUrx2QOrUBvxuRp0NmDVdkWKIFLSmRVGN+ho0THDa6Fxg8Dc9TpyO4DhMZNwTECTy7lO6RDnO4fh+U4kGSQa8qZBgBNnGMeSIJGARQEuPVP3uVTv07qGxtaM+wnb3Q7gubYu+NZsTRK41FZMg2F07zE2X9DeXIIISUcOyvdZPfk2Wy++NpzQRsJBHxyi4mCTqVICMwxubTZRw3lbgwoJHSN9W3Pnnb/i+rVrRC006ZT3readYszHoqaqPb/yvmJeOGYJnBHavkOroen/ny3WNAr05gNJCjI0tRJONVizi760RfZ0Sej8BxrIR9oTRFOGHFLDLh3HecW9quafnTpI/kIl9pnh0aBeJVbBtOLLO0e0fslSG4pFyfXmmVCjkqGAHxSJyy2USpMEXqsdSmnED7pcl+sn3HPXmaspE6UY60MueJMqoETTY5AUkSCMz2qUUejwwW64WDB+SOhF0NSnR/QvO55KC8lxtYV3R9BpKKOw759/sQMsiCbXiS4dghp2U9qASCDhSDEiscFpwWxUdXXnYbXGPj4mfekr+BeuokYT1mnBsXmEyiaMr3yc8uWPYqzjn1r8o9JcHzx4wC/8wi/8nb/Lsoyvf/3rAKSU+MY3vsHZ2Rm/9Vu/xfb2Np/73OcGg5u/J35Qaa7ZH/458e0zTusClxZEImeuY+YDl1I9MJeS4HVPwOOVxroxuU9ELRxWCmc1e61DtT3Jaf58uofk+2Qx8MrREdthiSKh8X/veZyv+AcR6ZZoPVkqkFhiwg6t7VnYkr34YIOYP7uWCVgzrFYcA3VzoS1Ga5wEQhwaoxMYlq5a891c85f7+zwtJ/zywQE32xrtLDI88egYUT4gIsQMXB1QCEtb852i4SPrXfLNMJgoxVfufoM3Z99CSOylG/zz/r9Dbr1IfOkVZAKsVmT/75fJvvnOoJwR4yBjTbqoninPERF0P8zkrICAR6qMR7nhSdHx8qmh7gucUuylQKagGY/QVpOvV7iUkBCxm2FDAE/kfTdlxxdMOGZNwiPEKzvYVUu17ICA3Wga1Sw5duCYAZbcnlC0Qmb2+V/2v8PLq5yXlhnJ9EzjBIPdtKQTAcVKJfKqIK/h3dIz6RX7wQ6yGzJcsbRpYa+153GesKLZ6wxTMSQ1JHLNwLyO/iaoOUo1JDvYqno6MiytWvOwLAhYdoJmO4EJzyRbhhga6opnfP2lawgq8dao5uXTfXZEkZRs3sfAfzu/x3TYgzQBcwSqodVPsVRosose2lqX1GSY1FLQYRjscYcOz0YnTPUoleGnOe+N3oA2x+RjSrNFefVHcJ/6aSjL/z+P74ci/l0013/UAuG95/79+3/n77TW3L1792/9++uvv85nPvMZ/uAP/oBPfOITf++xfxALRBMC1f/0h+SPTjnIGlTc4tR2fHGn5L99VDNNHvAYNTxxre4RJdTVdVrZp8+PINXkYYu9vKMLHuM9//vNK0x9RhYSP/mgZzuebh7YdtM6/tu3jAdq5XAIQsCKDJ3JYoRbdgSlOM0qxuEIk7IBi968NgHzDPIwCMvNbc9Dl7GVLGOf8NoyjoFZSheviQCTatBP8j0Shgam7TcraQV+Z0a6uo+8+S0KPyQCQdHjyTaiEnGTiBdXHaf6Ea3ruVt9CndyBR59FFEV7Q2P+sib2MKg3z/APD5GhYA6PdskzEFmMCmNlAW6rvFAA3gjLLIRnSl5c/wI2wu3zjKM3aLymknylFYwSkihw7oEkQvTHYC3y2MOyh12un/OpdUxOU9pdY0bKRZ+xY1WWLAiw9FTM1Y5TwxoGSPKYjPLftMCPSKGN4pjLsWCKsB8tGCy2mKMosXjMYM0iJmQJ4tIGHYwm5BBY5WAJ1ERNqOJdlOekkpIkaPbYRBQRBP726DXKLUarrdr6FhTyeDcF/FoLEo0nWowYjCYIcErDZI2d5i7GOeTTVt+8wPpfKCPeFEiAj05g+MfsQIpEX2Kd8ekKGgsmvGFT7psrtnmkFjSBf03IcNUueS0puX9rfcw/ZhRGKPzimpyGzubkgAZxZkAACAASURBVF57mXT3xoCJWvt9QZv90MxBOOd48cUX/97fv/POOzx58oRPfepTF//2yiuvAPDkyZP/5Of3/RRNCBw8ecCLZyuSRHaaknV+wBUJfOpoG4wDGXSPvBKsKFzKSChG05JlM6P0iqhzbFpTL4+IxmB84GcPWr5+dYeZ1BRxigQBeqKUWHd48TA9T2o9phqMdZRG6YhRMBpbzLpBVMJqxZZEVJpg6S9e6xlYNK2C02JYebaS0ZnIQzPGaWErCtthWJWf/20DpHUz2FsHuVhxPvNrFuzJGUFaGhqcygfiqcATG9hSiZHPESUsi471LKMKN7m9nKKWS+Tgx0gqp9YR/Z6QYkO81A5c+bKAwznudMEz8E1QIkgfSapkVShUChShx6cMZSo+cfRRvrJ9ny08uQ/M1Q6OY7IQ6dWQhlLfQ56RosLEIQEWONbFd7HacH19FydrJmlNu1Yc2WHVPKXiTLX09pSpv86VYDg2EWLBbOkGFSbTg3g+1uySZCAThNVVejNlTmBVPqRVC7JVSREGcb9zuE+LIokQdI8lR5QmqoAXsJKR0OAUhIT4jngOjZFQOpLEASOgQURwlHh6rFg07mK/5E2HBItgB489ORctH+bd1cWq/rmqpaCjRaNZmcG9UKEpPIz9mJ2wgzJrBj4dmDgF3SCi8aI3xWA4kEuw1BUVayx6IwQywGUiQ1EqYo4NFiShYsI0HhcX2KYnRkF/6WvoozmSOfqf/Qni9auDHLkx33dN7g9VD+Lzn/88v/d7v8cXvvAF8nzYTn7ta18D4KWXXvpentqHLp4++SbpK28S2wUiDi2aSbdPo4VrDCu1EytYpTgzBpt6sqRRybAVe7azh6zUDJcLO4sDTtOwKY8RsnbOzxwY3P4+2dZ7cLgFohHzhJ6OVBZkng/gxJ3LeZBvU6nIoXNc6Y55dXFKiqCVgiTYNDygA1QooDWrlPhOvsPd9oxtBonupQrkYqlCwzy3bMceI8+6IBe9kDRAHueH+5uhBNRiziiVNNazJuGCpdGvcjx+nWlc0ruek0sasmPyzrAlr6KsIIWgV4HkFEQhtIJ+ckITW+pxRn33BrefHOPWG9rpeZGIJYhHdYmmHCHBI2lOYIxNUy7XtzHykDJFlOpBOxKJLEW8EgSPdD2dEqyeoLRlr9vm9jpy7B5S6p4iDo7dZRKOcsu1viNDMZaKFPZp7IJR2OFSTEiaY1QFKtCJxamhuCo1CPc1JvBWKZi4zUvdgqc7R9xZXkVhOKBgJBnjOCjFarXG4qj1miUFVapxTIZ0bTQqDLpNMfZ45VGMsAq0fh8l2yRgqWpKNJqISRlodVHcARyO3rVIiCDnO5Pzgb0MrRSyEe9TDL8QwKnAUfGQw0p4Z+sR2/2YvfkLiBJEnTH1EyyWsKHo+jRinVmKvkWIRIoBwNKQXE7yhngBVA0Q67nMuhLFncWLnJgjgmlwwaK7JVI32NMzdNqUFRHcX30V9aMt+vER4jL8Cy8iL19DfZ/UiQ+VFtOtW7f43Oc+x9tvv81LL73Et7/9bT772c/ycz/3c/zKr/zKv/O1P0haTGeH3yB+4fP0xy2ugyCJXLU8MgUnrmAU1yhq5pnw1rQl6ZwehxXDXtSc5JHOBSbrY5w02L5nLomldjTOsVKG/bahjCuM7zDxEGXOMDoSEbwTXOA56EGYpoZjO2ZZTCjFc607GCZ9z9kozkFZIlf3EQTV+40ynPCt6ZTvZDNc7OklMkua3QhTEcbRgxaCsBnA+tuhnvt+sZ7fsH6SdECHSxlra4loelWBfwGVdni83SDmCXq54sbpHtl6cIDz5YrY7BKiAvuAkL/HKRXfmu5xmOdwfEgwilHTXYx/JBToGUoGvv/aRrz0GK3IVU0VhWt9zhsjS0uHmEjDjCxpMtbkJJJaoYhoHEkEt1nhTtqCO/WETPQH+jdlSvyrKwVeC2WCWcxR4mnM6QDBKDeo1SqYa3XhUDGAKgYxjq/OZqxMz8vLyJX1DgWOTmnemexwpGGkEqPUEPXgJ6ik4CSbsdA75GkzAmctJvrNsTVJtSQzSI9orVC64UlW0BuHk3bT03pmn8o5SytlGLEoDJb8YhJfAQ2OJpuxcltkocHIM8gR1TAKjp1ml9eOPsqt5Q22u0tk/hWypDBq6Il8aaqx3TCTcZot8W7BKBhO1SC40mkIzmEs2OjQKaGJKDVQgp+VM40l5/HsPYpmipMMSOikP7hgaTsQhSRLOLwK3xVSPYZdjco/HPDT940n9Wg04ud//uf5oz/6I373d3+XP/mTP+HTn/40n/3sZzH/wJDKD0yBaFrWf/q/UT5ekPeeJIq5mqGV5Sy3fGNryo16TYnwTjUhyYjHVnOzjlQJzvKWpW7ZOwURi207OtXjwpB8fcrZ9poydbjMoLuGGDvSYO6J0hkxs3Q+kqkBGEhApyKTWHMzzrklS05MYOQVboNReDFoYxGrkDwjzDLWpSFb1Xil+cLeJZbWoEzLKCaqzdyFE0WR1GYdN8yAX4jKbb6Cegb1nkMi5z9rsmEymZY8Cq22JBpm8QSb5lzvHdtnhlsnV5nWBUl5dABhxePJPcQ+xKr3CDFxz93kUdnxIPsOWRcpOo9pFVE5VEok41CUIAXRtVTdmkmCEYYiZFCU9OMH7Pt7ZOUJs7RiWzyligOlEliZBscIrSyCkGEvRFG0XMwAcq6eVCX42Cpw4jyTIBRJ4SjQMqJTQwI2G6DgyGhGIhu2lyagqFKiSMJBrhDp2QqBgsEP4/XpLidFzkGeYXRi5g2DHqxiGntkg96PJGBjfzGArDFYycAW6FjjN6Igh9mE980l9sMZSnWg2AzdDUSB82v6bADz+VLIsP6XgAktjv7i+g+5OKNRB3gJmLSFlgk2TkhaQK3JN/7ardY0mcbGRG0V93e+y83lNgWGhdF4BYURmGwRGo0Ts7mZ/EXP4/yea7RmPn6Kdhvfc6MYREDCxXklYzBtT5pPkKVBNzWcLZFlS9hdYx8NQoL6vYeotkO2Z//ofYvvKz+Ij3zkI/z+7//+9/o0PrRhv/Jt7OECUqLwGht7LvsVC5XzQrMCA/eqio+te2ZecVpkFCJ8fWJQ5n3ErjFScnVR0BiN0tC5hvvVLtMuMkqKqCD3EbNY0tMR1NDcjqIITuh1zoNJxcv1gnGI9NrwIBsxDglPIinN0zJRicHXmqChzGdIbFDLNWky4vG04qh9xGsS+Uh9xr98+oB/vX+TSRTupid0tFgiWg07n8fOsh0CvUDBs11DfI6tcjFYZzSt1uRh4NMbGV8UlXHoWeVnnGSJkdeUjSMTjdlw8xvdkEyNVRNmraOmQauWeVFRBiE072NlzT3TcbuOGIlAyVqNMaLxo8ioO8P6Gm9yOkAbjfUtDSvW0VG4U7Q6I9l9JG3j08bxDkWbN6jO4MThZHhwz+mrF8qqehATiZtGthbFx5duQDVUJAksWSHk9LbGhCENW4Zez6Ai6/jSuOKVds21tkOIPMo8qemZU7JN4D8/uceXxzvkorjSLhgcqmdoGhLCVuzJJW32dZYkHqU2a36l0V2gVoF53uJjxlMq6nLGt9WrfLz5JloiQSWMGgRSkkpDY3tzrZ5Pk+fzMD5pLB1ePVsoCOBVy3GZMeoMQT2llJrMLKh4JtkC8FITqTf7l63OUsxfojU9k9hzcyMemGJPF4/BQVe8Rt48wcigDXbeJFeZpfCBXX+X4/IxJs7ZXu8AkdaOsHpDhxZIPgxy5WEyqKi3a9IbbzBffhFnt7hU30XrEnl6hGpawo+++u+dH/5jx4dqB/EfEv/kdxAi6Pcfo7/6FvnK8MSsUClS9VOcFIykJ1eJy33LLd/SoantCptyrnaWqFcsiyc4PA+zlh9f7lKGNGjaOIs1C57mE45zx7Zfsx02Ut06sKzOWGfrwWvAZLja8aRy3CsVN1pH7UpOsoLtGLAZJKdZ2IyzMtHYAmt2mGQZQSX8xBEv7/GktMybB4xWLblY9nzLqR2xGzx5THj1hJHYYThKWQ7LAkmCFtmoBQ2JocUheoAakhq+WqV5qBJlGla1F0lr8xobFZU6ZZxWA84tBVYZhEieRkQDuZ4w6TUmnOLNkBSWxjGNlhUnbIeArzz7q0TVgzIjwOPjMc4OK9S1LvFWE7Sh1wqtTwhmxSOXQdYQshllGFEnh8SAJjH2E5xYMsk3e4cNXLaBYM6vF0azKgt0HGij5x9IVEsEmJcr3imvkWwkmAVrA3kwF8ROIxU3OstcLnNmCkZySpBElRTvFxkSFUl6rsUzrrcLchnoBJ6OQEZnLVY8VkUUEVQiKcu5itPAKkq8Xu6x1ye+tq3I8FytTyilRqdAhRrgr/O1+fPv87lrvJkdRzR4O2GdphzbAJIuFgWiW/7ixlfIZEKfRY6rM6pYkqXz9vOzcOdfYjDJMYkFFo3f6FppFCYJViJMOtKtLXS3vlARBuhNotOROi8ousuM1xN0NCgSdcrpTDEwoHMDKSBxQWRMUI6kV4j+JkhgcjbCLgPaZEiRoZQi3r7+HzFx/MPxfbWD+GH83WHeeBf9nYc0J+Bay72923x01ZFFQShIKqCfWytZRjzOLNf9CafO0urb9PaQhV7xY2c7ZFFhxJKIPFTCan+XrdRz5emccXfuZxxRSVNnSxDIkmOrGaMxbHctXa44NbDle17zLQE4Kw0ZhttdpLu8wyy32FbTOY1eeFSvsY8OuYzw0Bruz1ZkC83Y5/zc/IC/nl3ioKh4KfTUPmFTQXCayyHwMMuwIVL1HTnQcAuPppssKFYniGrJg+Wpznl36x678xHWF/QkjNIYDIUYknJ4r3Gm4dQKGMO0c1iVkaxh2s9QcVii5kGR+UeMQ8QmzzxdJYqhKGqWky2WumZbasrQEVQkKE+LxShFqVpOzTUeWrjcH2BoIK4wqqNrG2bNGV4VPMoyJL/FdnjKKK6YkiMb3dpnSqibUIBWSFWBMvimx0gkKTBK0DIj4tlpt6n1Iaf2MrfbnLNcczDRmDZw24MSg2pf5Ao9rZyB04yj0GC500TeLUpmyXLNByqExIIzFTcwT4sK21j1wXOLMijFDgZCiaQCh9WE9yZb3FycsBMd27HDa08cjZB2OWT/cw7T37F7GDolEDLNOptQ9WtEg40VHWBUx1gElcZc7Wb82ztfJajE1dUer8wHxmRLS0n+jCm1OUsNBAsxKjSWXpUkiWRENAmbEvXxIYusZvTCHqNlj1636F44yzqe9At2ardJooYI9MoMfS/fo1OD6g1eaUQlevcemh60Z1meUHYlhDjIpZyt0L4nTEaD9tOHRPfphzuI75Nwr79JaDWn3Q6urXljIvzZ5RE3u5pJbDYQxSB/7FEszXWu9LDUcKszfH7nCjH+OKd2n5fXNVe9DBRRZVBKE3d2yUOP7TRJanQUNAZRwrTdYtbuMvGzjR9Z5LIHJR1aR7IkOFE8zjSd6ahNohtnuCqn0BUmJZxvsUUBRUZCmJ0uubS23C8Dlbdsh4xK4MVmyZ2+xumEdy1JeVKZgbrF3rplFjvcRuep5SaSC5WBvPfUZkEWM0YEHo+PQTmKqEkypForBqXAisapJyjVc1TkHFRn9C5xMg4o3zILERUDKgoow2m5JGnHdrBc6dbc7QQzucIoGfqmp4iJUgQjjnXWgRKCZCyzu+z6JYQDghJGfUeQjidFzQutYRQt46TwkqOSoUwOkYIMjzKCfk5u4vw/BJjvT4lGU8TEUVEM+kIp0TiLyjMyP3D8t33G1d5DYRiRGHeJkTIIQq0Fkx0QilOiWlCrwXTICoxixrVmxK6P5FqTdEBIPHUKmxKRHMMElwQlkagyPIaldogapEe8XdFbz4t1zXvVHgejbapQM0lrMhLbfYNNclEAz796Niyr5+59kYGxNrcz2rxkRMMonDAjUJ3/v0pzbXGdV4/u8NrhS/zI01dRmyJwVpxhU4ZF0ajEYWZRUeGA0ujB70NBhmdtKioJZCKstTB3iTZ5xHuqwg1srWpEYQra5Qm2hV2vyUVRAaUkWmUQETISEcORtRyVGd+c7nKUW5Lr6fM5ZW8omxGSLCZGdNujHh8Tr1yC3a3/lOnkA/F906T+D4l/qgXCvPVd3Be/hnr4GPXkKetVhaTEnipZuSMejnq2un1as4eTAX/udIbWloXZp6TCCbwaH/DmpEG5yE/MF0zi4D0Nkd5ERktDtfC4LrDITwlhhBeFYCgxmIsBpSE8sB0sU2/JxICKjFPAK4M3ge2zlvFTj1tHJHOktsctF9h1h1vWqBAoRdBBsxgfUHQZmbgLnoiLBTbmw/cupw4FRiUMEaMG8L3TM4Lt0T7hQkRSTUvHSKZ4e4xXOyTdbCxUK7QCI4PCU9SeZM7Y6qccVTVnrqPqLbfX+SZpDb4OBkcWSmJ+3u51pDyjlEiRDLu9J/dCrxPLDBb5iLne5knxo3Syy1Z7SHRPwXjyruLeKDEJJbN2mwqHUY652eOx22duhM45ovQ4GTSYzkMYoKanI4NkDjEG6TxNSvyPtxwnhabXUHaRkQxyGb0VJLaIPEY4ISrPo0KTR0ukYmW26LOK1nV4G6it4qzQjEPAynhIr2pNMIO3tZWKtZ6gZcwkgEs9Sko0LZbAmVOcmJJGTSEZOlUzSxmv1XM+Wn+XHXmfIg2e1Lm4D+yOzr+vNvRbu7nR0ubNiwITA6e2wk9nZD3YeE53fVZi8pSRx/wZOwroTMvc9sxt5ElREFNGJjDSgo4bxwyrQYTSREyKJFF8Y1xw4gwzv8ZpQ9n1mD6iVhGzrtldw1QyHBolGt9+BBEYs2asEplSdDiiMhyZMQ/KbZRUdMyYtvtcXw3FWqM2gjGDjDl1TfxH7EP8EGL6Pg3z7n2Kf/2nqLZjBYxT4jLvcKZz8rXlv+xaHpYLvF3j+5/ksLzLTA6oRLPfHpBkgdcOJUecjBp+bnXKtAUXMtZKwFha5aikwgaL7gOOntHyEg9s4HR2xrSdUXbnev4Dxt/LsEvJ1ACDZIASh0W42mloh828VxqpVwNv3Whi59EodJKLY2XkvHzywsZG9IN+ElnKaajxVc0TFbhZGzpyhBahJaqvkMIdfNgiZ00pFVo1rKWmavepS0OjXkAZzUObuOnvY/0IIXCqruIZk5sjXjy6yUS2N+jNHEig8o2Gj2ClZGSuoP0ClQIkQfnIWsM4aJa25KvTpzRlRdWX6PQiImNKEhIypukyj2bvs6sKfnS5xduTo0FHVWZoDLvB863pDiv2mchjithRe5g+91kMlF1Yx8joSYfTCpci9SjRmoL3CnA+YQvHdhuwMeHVkhyH2CU6FZRBuFWvMRIgNaycQ6KlQ/jWFKIy3K0DToFyR0OClQGL75SiiomxbzizgsQJSDbIb7MCDZUEljZynCeOU0XZ32WLYyoiRjKW1SGF36ZsJh+EzdgoQSlhJJFDVdHRYlRCRBgrRUSo0pJr6yOa/Aaqz4EKobtgF4nRSHyO+rppUI/8mHWxJBSJ3XXLrHu2SxGjSWUBCuyyBj+wyYxOtCYx7YXkZtiux3Ubaq6NRBSCvrhjtUo4pQjhFiHuo/M3USpREuipeKluuBSesnaWcey51i4xCC0tgZLsIhUL/fII6nYYrvsexw93EB/isK+/gX3vITFOSTriJGHFYVRNkpZMKXa6jGmnmPiGGA1rGVPnmp1uQS4tg8R2pE4RHQI6GTpjGTPFFLuE7BqmzTFJE8kwtAQ8X57V9MrywmqbVpUEVngCxlgeZBNqbTHJs1bQ6qFIGKWezT0wyBN4QMVEpwSdhpWhVtBwilIWJ5oneUuWMhBwaSOjsDnIOl+TVOT1cUsWRiRVcVwd8938BiLXsUozUsdkfYGKmt7UNGbJri/Z7xQ2nWL1KVvuHsYXuORQJJIEGu4S1JRZcrgNCJ7Ih92DKgALaSgU0t9Ex8OhzxMjvSoRgc4p1mJZY5nnkffKEQuzC+YWTVYy9qdshYb9zpBSjtFCU72DmETlh1V6TuTV5oDbzfvMumNEa7bSQOlNelhnqw2C3qFRYsnFUhCZhMD9keXEKZZG2F93XG+nGNXS2iVGDKKWCD0mFSAWR4kQKFNNFddMo5Dbgq/vTTiYTrjeRUZ9QAhENUxUr41Ba8Hpb/LO5EVmcQWqxZgFygzzMU4Co5jo7ARhRmUUI99sMH2L67ZRMZHL+CK1ykbBK6Iu1HsneDIl3CtavnBpTgKmQZOxQEuiagI6eSRcRtKIZAyDXtOzifoPPEdicH6GSzO2unNW0zMXjbQ1wcwXA6S3uX+TgpFPLJ3GpoorteBSGoYzg6BD/Ft/S8wRx1nNYb7iy7MFC+MwHrakZ0TPtu/Y90PfMEsJpRI5mrdGnlHSoOBJpskuLTBVjuz94zSrf7iD+D6NwyznmtakjdFOqQMqBUQcR0UiZIErPWwHzTfHhrfKyFxHFqOcPk54qV4iUpBEuLWecOaW9CpQBAva06eWpe8ZyWoj8xbwZDwu5/z+y1/gf3jrZ0ippTIrgloPUgbZCde6xJ/MbvOz8wWNUZikEAlDIh0WnWgGC0mvhiLxJAm3BXLZKBdlkZDWKK3ZUwbtAD/0LFUS1ihWtmA2zVms32SWIl/cFz66mjAOmj11QF3cBbFM6wT6KZIyRn7CyAwrQi2KLDgIQmonqA1PVGOZAlmaM7eeM10zE4tRBpRB7BYqRXQwKCwiGfg5yllEBUQSwQd6O2G6mDMiUvQ545DxkbRg6e6zyCqMLllXM2z/HpGc//XSFj897zmtehbFW8Snmv31PiUZiDBBMUl2g6vACQm/59iae+xGJ3GnG0EaYVyDpqAU4b+/73lnr8AG4faix2tLlBFZDNT2hDzs4+wp0a7QfgRYrGiSbkgSsBRcW3b8N3pM2B2jblR033kLRUR8Qm+E6/5k5wr/1fzPGcXIo+oSV5vHZBIZADkhkMik5dX64G/dywooKMhT9VwpUMhmXjmqYQJiYC4NC41Xuik35lNM3zASQ1SD4iwiaN2g9D0Eg2zkdFWSv9HYH8qOKEMunt5bvAIrCXsOZoqgDk8u9LvOMVSl4EkuXO4iu11Cq/hs+lnk2USmega7RqWJpuff3JhjxHPYJV5uSjLZKEfpocC0KiNTAwXWKsfLjeHPtj2NS/xUN6ewWwQ5V4X63sYPC8SHNM7e/QqH976FqyzjmDMOU05sz0hHEp7agXeaZYDK9szznO9MxiSluFWveKOc8jTX5HRcbRt0I2i/yxaRHI2m5351l2pxRMECg3Bul3mrK3mxmfJ/3fgad7qPoXuD00IvNbVdU3RjPjV/gBPDXvAEAqAR0SR60iahgGEkwpqGqBwLpSnFDoNQ0SFqUETtOoN2Gm8SXkp65zh1JZmCvQx2jq7xk77hnx0XzLNDtA5UfYXoN8naDIcj6SWiI5oxiiGxB9g0ejcr8A3lVZSGFLGFok+Bf3On4YWl4c5qQuEMk60dsuOO0i+RmJP6OyizRJyADC4XIp42FJSUZHgupZpRA6MwQ6c1mD8HFfAGvFJEtvmxZcf/fHObq2bKzTDn0eQh0/U2IymBhGx2YOcxtyeIndDv5xSHAZ000S4p2y0K1SFiCJcuAS13t2akqiQdv41OkBgzz4+pwggrJeJ3GFI5dAqqVJAlN+Q5gV4rjO8IwUDsWVU1KS6xxmHbjD4a7pyuQLZ4uf1D7hX/koPiJlXzLo5Ahr4QQHx+7uA8Lrw92FCSiZvrZEh42hxsBwOpTEFypHzMKHSoGBEipDGoMxINagDwCMoP/hJicCg6ZcllMEV/pss19JOmqSGgL6bxE8PQIM995puagYhirCCPG92nNEZUjdIbqdlz80QBtcGZNJHJ/8fem/1ell33fZ+19z7THX9TTV1d1TNJkabYoQgrluPEiWA7CBQgD3kKECH/hAQE0H+gF+ldbzEQPwkQAiQwHEOSIZiURMmiRbHVHLq7umv+zXc40x5WHvb9/apakh1IokgK6AXcGlD1O/ece89Za++1vkO0jOkfUcYtn1tdkPQC8C/ewiglLdEYSs0HmCbDPzvdoPIJ+soROrWk+1/5a+eMv4v4rMX0kxTDiPn2d+H3vs72vT8gDo4YlfPqgFmEmnLXBPG8MsCdXpkHMKngTtezDB4TR766OmNC4P16wnenBU9d4q7v2EsDEx2xJAwOb2dc2Fsc+BMsgSsBPovwj09eIZrIcqh5xS8YzZan84dsppd403BSvYZTYRYTDQUljqRC684wmoWSExEjLndYVVkZhxZgjFLKBBcESZatzLioIg9niX9553/gu7N79EXF68M5N86e47CUqcYiTOOURuZs6wuCZsSQSxXBPsGYKq8IEZSCYyvUmpEyV40alJ1MtxLjmHsJoeHjuuCTBg4H4ZAJXg+x4wkpHCJpn4AhladYAj3KWXGAsYm9cEZFnq1sDZRpxNgRdoP0x6XhydQRpKWKA1+9WNFXiSeTNcv+c3gnzHSJUUGnU5JLiE+cFVue3ljTFoHU99iuxKhwYR3nbgPGw6IjzQw6n2LqGkkRP4L0HY4Vj/a+w7O9j7hoVjwx9/gPs4ZSI8ZYkkIV8zrai+F5vWCoKxKGdWk4PBkZip3WkMAH1et4U3HHT7ASWPiHHIzDNajg5YpwVQzSrk+YJKvvvjyUDoxEApGs4/VoXucBb1CsKupS3sEUYOIICr04CiZYKelQ2rLF18JoAhoywzv75F2R6F6MsK/+nDn1ytb4rDj80hwhAYghmQoRWEhBGRVrRlQ8IjFzNa4uVD99UVFGDCu+uDmhtYa7w4bDOO7O4MpXxVAWBaT06YmbTAjvvEt68/P4d/8FzPf/VqnkrxOfoZj+PkSMFL/9+9R/9B30yRNaVsz8QIdBVYjzG+ikxLpImXokaR4CAx2Gs0JQE/jSastolHv9wOe3a6a+5dFkw0U58NY2sxuMMRgjzEzL2i5Z2SWqhjK1131Vq4b7mzmHkWHNDQAAIABJREFUcYaIkNTx8PZHnM5POasd3rzDdEhMwvhSAlZWzVMQxagQxNJLxmeoClEGTAHbmSPGgSZVFOq4LIXzSvFmSymJk/oVDsKWf3z5Awp90VcOB0tEE+IDrTknuAyzrf0CQ00on4EktG5oZ1OCjzQJstDcLkHIiwHlZf2cR1XNW63j9Y3hja1j1ivT9gI3RpSC3q0ZyhPGcoW1FU6zp8a5XTDYkiImavWQmx1sxeCSXhO+egsfTA2FwiCKOsdX+1uU1ZR+2nFzPePGyiCSSCaRzCV9Gjivtiy24IaWIgpLX/O96g5OHYUUHDddHtwaSK8d4TrFnl9iVufI0FEQURM4n54xH+Z8Y/EqbTXlO7OGlTW8ocp2eocT0zGo0NkS1LEyjgMbsesNdb/P/njINC74dwev8kkz4/7mgloXnNibfFTusYz9NR8i7V7eQDAGEUsoskhFu9vBXbVkVBLeJYbGEWaGO+vIUkqkcojf9fpjRFIkuZI/XD7no2qNixYnFZ2xHO+vaJuBi1nL/rqkNyOGgjUVyQTs9e7xiiEkGDyPi4HvLXs6YD8UL3Ya15HQ0iKFzedwJex1TeoT0tVNJC86U1E8Y9GCrnljPOdmIMuWi2aBSjEwrYnzKeFggjhBxoSUBeloH/+zXyO9/g4sl39naeavis8KxN+DkNUG+50f4I7PMUHYFi3JRKYa2Bs7DqYWuzTY9gz6QFAIIsTdyvX/ujvl24uaZOC1DmYJajXcHxWTzgimY5YCpVZoabC2Js3nHIRjDjePaNIGg+w8iM2uEaAMVWIk4l3J0eo1jrobvL56kydxnypGqtgj4ncKoUIZ5ozFBZWfcVkW/NGyZBGgCQ1d6SHl4vPUHSN4VAakOSeUezCM3G2f8Q/X3+Znz59RmRctFwX6iSENAROhiXMezR/joqEIFY4ZRTwipSWPGsV1LTMPboeAiaK08wKfPOVuILiennBaBj4up2wLy2kFbw8tYHASsLpz5osjjXpKjQieAmUvbpmmDLtNKI4Rh2b/AMkvjDBVWAkcO4PTgtdMhR7tczC7z731khtPx10CgRifkUyAaDgroYj7vDIU7HmliRNOqgWfVA2lDiz0lFI9F8lgHz9n9vAUs96Cv8gNvuSYhil31rdYDnOW3rItS97qR35Ghf0YEQ4w8W2iExZ+pLCB1aSEwwmH52smMVy3Y17vVpyUNTf8wDR5KiKXCp0rqE1Ck3JsAJOIThj2Fgz7+8h2iw0jDyaOwSqTmAENUTzbos/uIrGnHgpsTIiPf4lNHZzh3xw8ZF0G7LiTlE8lNk7wsubGZcEizjmZnLOuLzidPMMkYTtZU45ZwfUKpu3ZcFEEzmvPaTWSLCzG7M6t2F2pSAxHh9ihw48hFwRelv4GaeodP+MFaspiWDcPCW5kkhbYVO7cKTI7OzkLzjHOCtK0QuqSNC0Jtw4Zf+G/gzs3r90Lf5TxWYH4+xDW4N5/gFmtSQmCGSm0oPY1Ikq9iXT9MdvZHlAwhMycXlMx1cjjpuCsMjyrHTYqByNclgYi3PcVjSpNqhlNpEgllZugNw7hyTFCl1dZCr0UjGaCV4di2CpsnEMiTANMhgmlF2ah41ld4ESoQiavDTQIU5qwxIll4+DrhzPKEEia2B8nJBPYSMskCkUaQSxuKHGh5mZXcCtULEOZtZGKAjEGUmI7Fc5ngZMR5l6xWJbdIdsq4fenTCY3eOoMp07ozQfsDROc2p1KkKO1ifduPuasumQ+1ERJYKaY8iOq0XG/m/C5Tolui2iZB4hELCEzlLFgyfOLnVtapSO1XlBeGyllbEwUQxKhB6zA3VF5pQ/cHj2mmbE6WLAJLeIHJpstVz0KNQPRnVP7AzpbsC6Vo2GGZUpSy80hceFqDtOWiQaS8TwoC95aj5Sa7S4FQ3SniFrUrDAkCi049IkvbkZe84mJD5gxYPUC01icbZBpwLkMgqjPVszbDiMvXO1KTbzTXbJIY4YqAwcaWCSPS5IHyGWLaqCKYFrP0I0EFRIjd8eWZYByl6odDhtrEkI9lFRawC4F51kRV2K/9Jr4s8UFCCQrTILFpQnlINTjghvjBIehSTVns0sscGd7xHSowYBRR0LwwGhq9sIFH01aTmrF24J7XUOhoGIZXUFfV0BANj2PyrtoShRkjxPj8n2pZUFyDhlf9ikRpv6Qxs8AgychYq59JbQsGFNBrzEvwPYn6O19whv3kFde+VFkmb8yPisQP+FhPnpI8UffgVVLcA5N8P2DH2DFoZpwyVKnkpVZ0dd7RFswaTt6KVlIVqn8wmZgFiN7o3K3TdwZE797OGEiysGozGOBJpjFklksUFew6XtiGrAp90mDFpllrAlnIEnko5mlK2oqnyhTu3OiVmKquDcOLENgxBEo+YFdsB8UJxEVpYmJj+sSIfFGG1gmZRkabBooRKnUYKNQ6Qwt91mlOYWOKFmsQVMiNRXrKnHcnPPtsuBRPedmO+KS4rAs44KJr5GgPDHgfMS4M+Zjg8NgJaezMxd4Mv2Yrh65LHvOJxtubva4tb7LzXFKm3njpCSk8pQQWwpmXPWwvSS8CskIaNppjZJ/leyXIAhbSh5VsJo6OiPs+5xkMwNdGaKnb08R8URXM7lsr7WURBuS85Aie36KpL3criIXGqOBVweP0QHFIdrwrNjn7TYnr7y6NRgtSdIDJVngO6dkQSBlkxtBkZgwRUe86TDiqS5WLNdrZoPHka6hxhGDikWtZSDlecKuVWeAlDKh0CZLmbK4YutgGiKzFDORkpIXdLAcDqEOefVuTN455PaTXEvJ56H6hoOh5OGkY+PgjU3NW0NJthXKuzZLhrMednsc9fuo9ih5xwzwXBxnhaOMiZo577T73FsvORwb1BZMYt4jpBRZLycsz1a00vCkvgUYah0RElolxkXWcHKrbeZF7K4nz14shgKjDkdxvXNBoI81Xgu0bsCMqHXwxm144x3kxyit8VmB+EkOHyi/8SekznOJ40kSLo5qns2OqXtLM044GKcIsGki/VyZXgq1H2l2Zo2WRAW8OiTe6DyLOBBYc1IW/M4rS24NytEYadTtRnhAMDxzz9haqP0UhyVqHqNZUf50WnNeGkYX6EzBJCXUnFFH4cwkTpq7OI28P3uDDya3OYxrvI1cmEBwA1uT0RlvbvPq9ygM1CgigZpc+CwGEaWgwMSESKTSREkksFPp9B4dPSEEvjdNPK0cf7i/xGjJwkTqkIjegx8oQuLUCfe2c4L0ODXZcEYMISlt2fN4+ZjLZs1mOvClZ6/t2OSJOgWsGpxOsMPrlDpjYy0FkQHLw+I2XYLSBJym62YE12LcJUrBh4uKb9yZM9QVN7uRuU/XA3KD4dLk8azZeuymhWio4hUM0kJxgCn3MD4ySZ4o8NxmbwwxICbSkBVZq6g8rBoWIdHs5MIjJVfooIIKk1zWXboS+ZaWK7CviOBT4vjzbyHHF9h1twMwsNsj6O6YuwZaUeFLRwgeIy/+h+x685Lsrmgoo4HxxSF2RqU5rorENSvf9NczjLYQrGQfhuvJgMAswJdWt3ln9SY3fbY3/bCueF45Fj5cl8HrH5LEpniGJEchlrOi5qSpmQ8j09231gCLCNOYi+HaGs7qknoMVDFSoHxz7116V7MqarpaKecbbBuoLsbdbOJlCNTLHnwv5hpXfxtMjYgBteBmpP093Fd/GlP+pxP0jyL+cwXC/Cf/5bP40USMpC4Qt57noeMybemGjpAMU1/QlhMui5LBlNSTz1NMD9lKx1ayJn1D3Climt2QUFCzpa/XvLt+yM/oMz55NXfKrwSxBSB5OhMxbPj+rOcCRU0m/nsKvnW0x23viTrnZndMlI5p8mBbns0uaUvD6Bre2jzm3fMPeOK2xPJbrCcP2BQbaiIbI4wYbnS3cTpnh+oDYKoNVWqwqSSkiEsB0cQTJxyL0JqAoGwYiRTUfsKd1YI27RHlgFW1pQieTWo5tWsiiUXyfKELODUs45KayRWQkQMcXz59jc8/eYuDcY+3tvdJ5YuHOEnPKBdEsyHah0TTc2KUgDDYBi0sfTWhi5Y1kj2xr1pDu9YSCG/3iftuwmnliMZdJ76rNLIfoIueMQU0DNgUMvRWDQSQ0YGbkL/RLA3yZDJj81LqSWIpzZwawz+9eEZkZGXI8n42oljSjjiGyTIVUSMi2ds5+9Zlu9BLAXNxgRsHoi1376E75/F8fRaPiiUEMJ1hRHjuhAtnCJKv20rCmYBIQgVmMc9keycMQFuQFxwE0o4eByCpogr7u3NxhHqf6IoXVQSoUklJjRXhz/f+Od+f/hNOmPL7B3P+w3zCpTU7Ab4X4bSm4YCxXhFJvDEOvL1tSZKQnbfJlX81kE2eFB6WlkFhEIvTyM9d/DENgW0d0Pmfc948gdBmlBoWNHN3PHJ9TfDSjf7iMpikDT4aNCQ0KnXfIhcreHYCz45h9P8/yeJHH5/tIH5coYr97ofY7z9g7BJ2s+XCdzwtMkZ/Oe6x3PQsokOLfUZTUN4/5L2zS1YBDmMiaAZh+6M5rqmgG+gE+mJNMIHeVezPKpY6UFy2mB0oUZDsLaAFD+fPwV6AbTka9yisYkr4/mLKa5cbjqsJG5nzxXak0pJkWm54xzJ4TqubYBoqUY7rNd+8ObBkw+FYctRPaZ0wGo/VM4ItMCbh9AoHnxjdiNUCxDI6qMuKrW7x6tnX7Cc2Clwag2rF3SHy5soyGyNvbh4x8ZFgFW8TTXK5gy2Z8ZvcQGgMphJkd2sYDEf9HtX6CImKlkrTFbvVvSWYFkyPEBERLouKKIZWIxs7oZCdI5smPJFoDF712qVNAGLitXXPl9uAlUQM4aq5c11OFslgk6FRy2zX0b9C+AQmpEqw4wiiqDQEnfP92R00TSlSpAgVhhG1EYtloolKMyFMFw4bIgNrnGYK2yhZjjsbB42sEFQMguW0Bj94ZBhRrwRKLqywNkphsyyKAQo8Tj0lIzNgLylVunKEy9d1xYsmmQxvTlk+vGBKbSJGU4bZytXYltyew+JoSNNplmbXCMHvvrMrNKnBKsz9KZvqNkkLfudGxFjDna5nHiJX62Dd7W6KVFOFBbKje9WaaBBa2bXG5NMecRZlz0fW1jBPiVKVeWy53z3mXvuU3jwn+JYyOCZhQtbzhj+v5kxT2LURXxSEl7h016+ajjL1VNri/IB89wHFe99HPvw+8sGHxG6k7Vp8HbHGYMzfPVXtsxbTT1jY7z2g/r9/l+LPvou9XJOGkcvJXT4W5dRuMcCXjiPzvqYIgkNZ31iyOZjyr8qRD6YND6tEEkFqR3Owj2smqLWcVYcEEv1UaSc1VSfYlVAHoVCHxV6vaJtoeGVzyFG/ZH/co28q1DqsNSz7kZWz3Og2bNyUM1cx9UqRlsSipHGGI39JwymV9dwI8PbmiKP1AfOhogGMlpRJKDGc1zXDoqYZtqhm5M8Hy48QMYQiEUqhKBcsbMXBuGvhCJTiqGKJiXvMfcWNUCLSsW0itQSKZDhu1nTWI2VBbCa0B1PKcYOvLYUxSM61RKAzME4KdHTc2TiMc4jqrnefZTUM2Se6SomVqwmFY9ldMNFAHVvaQjivSigEGxPVy6qrcN3n/6Du+PaiZyQxDUKphkRgXWzROMfpEicDYiKIMiIcV3Ocg3Jod8nX0/EuVXyNw/EDZrrGyJAJWzsRO1M4fMrwUi8bRByVr4mywZgLVDvWErFuhqSCh1UgGYuK4A3EIVGMnr0UWduEL2raJuCMYJP9lLXnywlwwDBQ8awsmceRzISOebjtZ6TYABVi2mzduYN6yq7oRDL8M0mG5BqNjMkSY8q7YvVXZQR29+w0bbg1fMBRfMbEe761nFN7zzv9SLmDP4mCLx3qLDqrIcU87Qa2QGez+urLxcGTCYTOCEtVXEifmpdYLLN+H9fv0+yG4ldF/YNyZ0iVEgX6qYIAfMogLqNlNc8cNj2264mpw7Se2AbOq8g2bfi942/z9MkPeHWYYMsKymL3IeinD/hDiM+kNn6Cwjx8SvVvv45ZrSEGUkxY2cIw45AbaHHGzc2G+WDYygxjFU2eh0f7mCGgruRhbfnBtOL3Dj3/+yct86eXSIjEoyVnhwf41QTjn1B2pzAkmqHCB0dJfsgCoFNDvc2a/QOJD2eGMo4sTcm+99wdYQyRzrW8255RxhpQBlORiobzmTJfdYg6NFrC7C4P6bkdn2NjwqgjiuF705u01rLvt9xZn0NdI/2ISZ5aHR8efECi4GBzl+l5zVCXPL0xzyvPPjJpBxrZMqHI+kjmnDf9huPtFDVKrZ7PrW9wUkVSNeejt+4yS0J3tKRoL2lOIpI6UOX9CTxu4K1Oud1ZCoDwos2QNWvzmtUTSXQcjR2OiveaCT81dNSinJqCR1XB7HJFTU7S10oNVwdLicYXhHrkX95f8/nLil98tMBRsvBTjm3kw+kFb20ie5oT1WUVOVt4ysEwR9EIQeEg/XumeoOpHGME1lw7SoNYOkmM9UCVLBIbxngL8Bi1eJ2jLlBScny04OD0gkotz6rIkRdGLbk/BMqdeoQXy0byUH5MhijKgKVACZoodsNpgIGGZ82SR82G5RlMCVzb88hmB/W9AocCs2meLaxbtigtQiEGW1cUmihTZGEGOjvSBmESEoNkxnHm6n/aTfAfrVv+y/UDkkbQCdiApJhl7H1ACwuuRFxE/EACjit4VlnubQNNhDk7G1sRWlGqmLD6wrv7ui2qQjCQ1F41767P5Yv9Je81+2xxJL/hxq7ZpC///NVvOxTcMOQdh+RBG5Iqoi/howt+2z/j/nHky5cVak5It5ecHJ2zLO8xOXgHXc4wpxdgLeEfvPN36h3xWYH4UUaMmI8fI6PPHrwidGOPAZ6ZNWVY8KXVbep4ScEzJrQM1LSuYCTiaPiarfjT8Zg49PzD88iXTjvScgpFiT1f887JM86SYRoS3tQkcURNnBeRGBQs9PPIQZ/xFxvjeVQ7tkXJSQkmJMpg6Her6hQXbMwZRfmYWZhQGcOfyiFtnPI6NVazrHF1uuVmYalTQ2ZTROZp4NXhMR82cypzQRV7UjHDNA2bsGalUxaXJXf7hiIcYkS5wBO8MDib8fW75ItpMXYDgFLsJD4EIbN/J74hmMi8C5yES/YHYT5dYi8fXs8Rb/XwrUXF0TDwJvACh/SyLWUW+h4YsWp3oh3CT/c+70DIGqJf2rbMCaDCcWGZhfwwaSGUEdQoS7/Ps8rhC8fDwyPOnhsO/TrPAKzhjw5GbgTBdkKFMPXCNqyZbrKikLEpS0/jmehTjCZG43haTFn6QK0DopE+QnSBQg3OlxCnXNob9HLJjHPKtMEXI1W3IpaGu9uS2ipDStwZplSsSGp4bhXxcFlY3ptFfra1jKIUEln4QIXhmS05SIFKoa1mjMZxc9hyMlG0Myw1K56qiaC7Ub7mLZbddsS9OV0/0pnEgKOPSiNAVeH8iO1HSk30VWIoSia+pdtRMTNu6QWB+aoWGyyaKkQTKhFNIKYnRMH4Oms0mdwue32Ai9rSF8p+zJLqClhVpkDLboWvL1BamavRsCoSn0xqLqzj7c2aO2GgAGYa+Vp7kscSL011rwqMypUjngEFb0v8zvtbkqAqSFpirWEVe4rLLT/3/JBGhGh7uicnzJ8ObGYfUdszJmc9ErOlafzWe3T/6//0Q99VXMVnLaYfVajCpgVjcd97gOkHBpTLAi5qx0eNZRJ6FhGidig9mWYz8ge3Go4ulcOzntc7+O9PLvlvTzu+sJHdikkQ7+l1Teg7ltHiVJklzQlcleCU6IQgAqmHxlAGy8fNmsEo35vO6J3FJWF/UM4wlCkyWotJDfO4pNIZNk35w4Vlv/fsD4AIMQXKBPNoKEOWDL+6XycxMOM5tbZIABccVuG3l4auaCmS4/awoFaLQ9hYxRvBxJFFGyhCwlBh8VyZMv/xfIXL6gsMeKJzaKEMqac+ueTeEFlszihPN7j4oknhRfCm4gvbuBNQ+3REk01ztK6xMdDZAaOZMmuKknW15I9v3OHpfMatrqNKkYHIhxPLZlJyfOeIWBXMfaK1lrWtqfW/4AvDF/lif5O98AjTGyQFoibeW0beawK3R2EeciEatWAe0s78Mq9skwRUPIoQxXFWVkiwNOKJeCZqWTtHKLIUec091kVFVxYgkdgY+oliU496xUWYeVhEg9EJogUnZc93Zoan1YJbfccklqzmWy4nBecMTIOnVmERFaP5MzX6iIsiz4oOwhlRPc1O6iQjm3b85avWT1JkGHh/uc9809HaCGKJCA2Bqh9JSVHNgIVnrzjcaCmjZVVFVkQavZ5efArlpKmEuEBIDGZLkj5DXccCs5hAUjTkMfbdIXIUlL/YWCmACS92BhnMAcOV1tK44N/d3OPBZMbaWt5u13lRQJZiz8DdF+24fLsa+tLQlrnceGd4PN8jeaVOPheReIDRA0TKXQvwjH+wrXLDzvREEzACk7FhurKYqNdvatZbUlWR7t7662ak6/hsBvGTEDEhw0goIu4/fg8JiQB8r8qCcqeF5UllOPKn3AxrMNAbATUcdoHlEHGhYAqYrqMQDzahtibNppi+5aw8wUXBRAeaNZWu/HenEc7dDvkUK/bsnDSdMWsDx+WKoAN7vuTWYNgfKnprGCRRxEhNYv7SpTwsDV9aK4Moo1EGC1Y8yQ5UKSKyW5FrTnB1rChjSaUVpqpQH/k/XimZhpJoEmWyLKiQpEwSnNkMQQy2pxhrTMwfkogBUU4Kz7+5dcq2UKQqMVYYhy3erNhLFS4qanskgtXi+oF1qhzXZR4mJiiv+0F5lRgNGDGI2zl8qcETMGKRsuTZ/m2+fXCfhxq5s10x954plgdTIZUNpqy4NDO2/YoueDR1PDjyxJtLJrMVR2fPSHHAyEDJyM+sHGd1bnHcGBwbW3BpGooUMyR4t7fxuAwFNhbT1AwIG9PQxIggRBJ7vqKUJY2doayRseaiBudanA6gHWvj2JQ944Sd3LTDp4QLe3RFy//5huf1IXB7jNwaPXeGnsPK8CflIarPCZJIhgyfLQuS9jhzytOqZ9/P2Q+ObblCYl7vG3ZM+JdW1WcGnovleT1h5iMmjRyFSxprEQ/bomPUzMy+KM+xdxa4U8WFyHcXA9tSSKo0aefXzS6R24CYFjGfYEwPkuccpTakzmNDZIsnj/X5S4uDT4WAmgJigwTDw6KjFKGzLe9uzvnq6pyvtKssTbhTNOilxEbJ85craVgREp5VVDQoLiZMSEy7nlZcZucLoB7VCaLKIgTmIdJoxKkQZWRdnRM0MhnnlFp9+txF0OmE+Mbdv3Gr6bMC8eMOVfAjcnxO/LNv0Tw+B82JezEqayPc6gY+t+qpgrAgUexE5UqUJgnz2FMGj/iAtYrMK7QuwSqSPGfugk5bns+PaXpHo1VObKLX8L+9kF+1mWTEyGxOUdRIOmSva7jZJ06KQ0iJO2GNNWAMHOin0Rn3+kwHSm7NsYNNAZoCJZEylpBKHAGzSwzZ38FknL8mbEz861sFv3dU8WezitPS8ZorqdViFfaxzLQgaEeyCTPuYY3fPXjKrVDxtfWS17uGg2KfgRqTOtqyo9YSp4ZOQ25ZYDPRC+FUhI/rkXt9otqZFg1km8tELtRWBaww7s3oTaAwBaYuSFXNvknMxpHZkCBG7g8tNsHtXhh94pHc4Lwf+dPpwJFXnDgqP3B4u0H3KvbXHcWqzRBKycadn28L7gwWh8GR+GiypC9K1saQ4kBWecpMiwSEyZS97Zp5bHeYGXCSx8VFSPTmHDVbzHjBYugYhy2T8ZIJSuWVaaqpJ3tsZy2b6FmbhFHL1M+ZhchegPmQOFLw9Iy1536C5/YOlxZe2d5gY2ZoHJgkxzxMGLG838zYHz3byaNMTouZ+6HqMDuThccOjuvEa8MpTvNM7JWxx0kkVBU2OTauRYxyMRk4qzdMfcN0FZhRcG8o2A+GacwD9ismxpXakoiCTImiFDiMLkEsKhmVujYtz8XBTsLF7obUn6phCoECqgkZ3TDn6fQpHzYHbMsp9ZjYJ17Pm9KufdRJg4tZ4gTxIAYVBY304thwhZSCOcpEI273DfZ2ZCVbkngqM7CfApWYzDWxFRc3e6yxTPsZTq/2LPnzTdYwvn4LbWYwqbh+6P4a8fd2SP0bv/Eb/Oqv/irvv//+j/tU/lYhz08o/99/jxyfk+oBbw2FT6jC1FheDxWF91lczGQVUAUyn5Vd5zVR0aGxh5RI1QJzueEKff3+rQfc6vZYdodcTjoW60Xe9mqWh0iStS612ue0Gnkezth0l7x2dJvJufBvp3vMGZmvE4+W97l5ekET4wsCEi8N3ZwgITOHZ+aMm0NFIPJRPeWWltzzLUZf/P8Xg750JXLKv3g6Mj9yKMq9LnAhlkVliYNSDQHF5wetMAzzU9IQqNVdo1RyD8CgxrBfN2y7NbPUsjGXhHqJ7WcUsiVpx4diOZ7V9FXi0nneB+72UISEi4ZgYBmvrjMhqlysDGEyZUbEpYQbetwYeGs4477LsxorkEzembwelH81fwOJF2zKLb/4bOCDJrOJ3fsPGQ9rhotTJmTUE9R5vmLMTkbUUGriK5sznkwXLCUwlDAZodZdEjINxaZHFYqyoYgjF0ZpQkGxI/wRep5VBa9YS8M5o6yptGTtJqQIzRhwq4GLSni66Pjdo4ayHVmOHf/zx4EDCuxuurMMc/q1Z5iM/PTmmHJ8lf84nXFZnvPly4Rodr17ZYjcCCc4tTxrzuncGkmG0cx5++RzSCoR8XxzD14dW1bFllt9iaghoRgJuO0a4h2e7XU8bX7A08Waty/eYv48MhpPnbLybJXylx8ANQlrBeM1c0C4IvbNsl7x7jnSWJNUOJmeUo8DY3S5eLPI77/bSWqCmBa7Jy5BUyBpy8245HePCjRNmG0jS/XXuwdPiZH/JEHeAAAgAElEQVSIMXDhKhZRKRWs9PmYUnCoYEyWsil2LahqJyuiKD2R0iS8JPpkmFw9b1IgxQGvbm9B3GJ0SxZK9wQZEDdDK0jPHiC3bqOzBpYv7/X/9vETWyDef/99fv3Xf/3HfRo/lKj+9e9hHz9HUoJOuag8C7F53VOXnE5r5r0wbfvcHiIg5JtpJQ372u6OtPNsUJB+4IUoPUyS41uHz3jt4ib3L5aIMUQVjGYkymNx7Nma8zsl3/Mdq6qkSoG4fsRbd/8J/9XZUz7envPqODB2lzw1M25oR4nPReb6DKAtlXMHkzjBy8iD2YrDvuTdVc2DSeQjU3J3CC+xcnerX7JmfoHllT7whVXEMLJxSj0E1O5hfManqwaCCXRlhFqYmyJPEHlRcMQZRBzSdZhihgmGVA50pmapBqe5AN1Ry3eqKXPb81OrwLqEyyLxzgAXu35Dv8svDQaNkWDAesuqgPl2pAoJKUAKR+rHrLy0K1QKSIpUxvPA3eG/Of+YKimzJGysEMeBycM19bBli9BIljRBJA8bydCglAy1RN5cnxIl7yDPioiGbOfU2jm19tgUwY8MDlbFlJKOwvvsw5EsK+N4ZbffC0bxJlJFz6mrsWI5xvGxa9gfpyz6KUECxiknFMzZAhVZSNFxqYeUneDChtY6/vCoYukrJt7z9rBh5sktRM0ku1fO3uH53gOe1zWX/Zu8WkAZRgS4GSzf3J9xy76HG58w6w95u7vFfJxShwDiuTN+GeVz3F5tuRGeM02XSGquFVWT2GudJsqCWFfI+Zoo6doNzqnQxcMsD56KLOo3/RPunv0Uj4/+nCENzLY13uxcDtkNpA3AhkRFLArMZo2ocoThf3m44beXe3jX4Mct9a6odGmCsQOT2FGYFrfbzeiuEEh0JDOwr3mCfbVgyjsXJRCZqNASmaul2u12lRoZ95DBIe0z1IwvtZYMuEDSLUiD2WyxP/gEf+/O3z5Z/YX4iSwQ4zjyS7/0S7z77rv8wR/8wY/7dP52oYp0wxWnhqSWurckUYYqC1+MtePUWPpQsOjX2QQdGAX66QcMmyWW+lO9xyCaZZZ3mfsrx68xphOOJ8IkzJhvLVvrMFFYVQWttRzFkSQ9f3KwYWlLyqi8/UhZ8oCLMOXN3jBJG/ZGSytCQaKfTADBth0YId44ZFw957uLLcEaVGu+cj7n9lBgUN5uBwayltLGNDSp3z0umUYVd13gd9pIGT1PmoFbkoCCzcqxQCjUMNhAEyv60VD2ITvDvcQ3yDsZB4WBrfLYVoxNQz0OTMfAc+spAxQISuKfnV/wYBI5DB33oqUaHUVyNBEeVXDp8uDWkCBBdA5jLC6AWodLq2xVHUacCq2tuUjCXCKpiHjr+N8e/D7/z9FP82ZboLHmtXbkWSn0VFTqKZLFvYyNSS+cC4iJyJoxTnfibolKhBv+xSPaa6Q1M4z2TBgpPbQmcJlChuzKSG97VIVjV3EnwF6acuG2pCKyP/TUZs5xaZiZkueF5Wtrxxjv4mxFVQY6/wmOFaologNqLGdVzTx5en3OYTBc2JFN4WkTRM22mhITl82Gk+mKwt/kp0/u8kwKXPLXRfRnLyJdWXBcfhVbPWLGhMlQU6SI1QoxPYv+GUVbENKGRp/tBvWZtRwoECp6PGIrjEuYts33lyQMO2l8PFN7isYDlBJTfEQRGh7c/DrT/hXGQumrgXKwO+Km44pxLyahRUDE4vQFS2IRCv7H048gZVLl1bLHyYBPDZ0UlGmF+wucByRBOMjwZ9eDGa6LxEDHWbmld5GDbo5VJe0Kj/glkg7AnoLxn3r2HY4UG5IMMHicL0m3FKrib5Kh/rPxE1kgfu3Xfo1bt27xC7/wC3+vC0Q421C8NzCkJTWXCNCTGApDrcJoYN8PzC4tDxc1D+e3+NyYOEgbHJFtkTifPEUGofYlV7r2kO+7B9XATV9itEFVePf0LoN1tFKxsmBM5ONpg8TIjRiZLmruzw95xyWej2t+9pPEO1uLDc+Z+AGMpTM1vfQEhT+6MZKOZnxhWDJtB6bOodFzGCxvDTXfa0bqpDQ+MmiBixOSDESbsMB5MeV3Fl+kiKe8s37Gkd+ytZ5FVISSubZMh8BQGvqYsoc2DihRhTOZUoU8YL/W/Xn5A+4G7OAhJaqmwfsCknLuLHs+siXhBBYJJCqvthf0pae3jnKcI+Th9K3xBYfBZyVwbo3nnNk9Kj+yCNsdVDNzJkpRvI6cTA4ZiJSVo3SOw5Pn/OInH4FuGdxISjU3uoQxLcEkts5TpJEy5Z2NZZpbZkDSiLqRPi2pU24/BuEazSTAQThlpMaQPTgccNu3lMlzaTtWkw3b6oTXTt+mrSxPnXAjFtyc3oDKkdIGfCCUU17tExNv2NbKK5Wjt+fQbNj4fK8WElBV3mpP+dDd4MwU3O57bvljpgbGwrPsDGYyIYaIaS3Plh8TXE/sARu4F+Bl8Woh8l8/j6TFFLt6DUNglPGaewIGxhUZF7UTJJQNZmdmZblJUqU2FSmBdBEbyHBsIoPNAoRuV5GMPUM4ywVKhdcv3iJJZBgCQQpEh52vXZbUC+TFQHIFxXqzO2slW5cKBrfbZaTre3FBx2ZnfGTlSvDmxWxETAJzeX2kq3vuSjdqMZZcFpckoxAlo9bU7NYQFaSGF/t3UAxaWJw3wASsReuGuL+A6oev6fQTVyC++c1v8pu/+Zv81m/9Ft/4xjd+3KfzN46wHpCPO+RR5NH8p5iNp8yHNTUDgxZ0tmTReSzK2PbciolXo0F1jy2Jhi1RAxdlT11H1qllGmsEww8WhtkwMhknPC4HqgTzccqCE+o4sqTNukxFQT0mRudY+JbxLDF0HV9794s02zUH4UNER8buDElgoyWJZTQVv330CcHUzFcdp3HElYeUVY20ARXLvUvLa5cFzwvHk3rgZuhpNbCm5HaIdE654U/4uVXPt2fKN2884MvbhulQEhIELMHfxaUTxLTc6g1NApfXwrTq8M5ATBjZWVHuPlu9ZjCBSbnNdn/b8dE096Y3mljGwJz8c1eIS5cqipRIeAq1INC6FvE1iqERZZTMNQ/GMaFn7ttMSNu12eKkwfQ9T8oZRbxkXR+xGD0SBmJpsMHDeEhyT/Gmo96J5FlgGi2RkU5WNOyjqlCVBH9J0B5NPRsjrIqKRKLxhmUZKXzIuzdVqjh86j67mQAK5lHYDAWvro84oOSoz9AEtRZ1FhlCZidXjnfGlo+mU5oIByxozYKjy5ZZ+wGX7j4aas6NYg3Ufstbq+fXn/3PH8PH04KJVxbB0JeKLS3GBeap5Nvzh9iJ5ZNG+crpXQ6GkitDqZzkPbLeXC91Sq2v2zEA6yLh/ByhwiWLMadkjvkcQ5ETa3xxL0BOuk2qUVWcgsO8tJiQl9iL7LgtN4imRWUEdcgOyJAd5Sy2619aiFyNliPs9r9XqrRX7zFTv7sfQ+Y3sROieimu20qSgRFVgoqSAstb2xKX9YtJOxVddU+JLiG+QpLBmHyfx0LAGsS6zPuwlniwJHzlp/5SDvphxI+0QDx8+JCf//mf/yv/rSxLvv71r/PLv/zL/Mqv/Aq3bv3Ncb0/CZGGQPndc9z3t5Sy4aKcc+ZWNMWGeeuohz0EoUcxGunGwGF4TsTy2DXcDcJMt9y9fBWInFUdcTRMU8PvHnT886cl+0m51ZYgfX69FAb4fgHROuZ9ZOFHzssCGT2Tb71H2m+4dDAxiSSeQkvObGSqWV21KyOj9gTW2P+PuzeLtSy5zjO/FRF7PMOdbw5VmcWqYg00KYmULTY0wIZsNNpGG2oPaND9YKAf9GijYRAw4Ec++MEPBkzAdjcEwwIaGtoACdDohgxbMmFBg91quSnSojnXlHPevNOZ9hQRqx9in5tZlNkmqSJFKYCTN+89U5x99l4rYv3/+n9bsDN0uCFwvt4wJzBxQqOGy2KCiOedTDnPYDb0hJXlYWG4KTl7qrzWnrCae05Dy9HGsUdF37/EvbwhD5Ezb6gU5pqzVfb5ej3l1ablwuzRRU/OBrflY40liyQJnS5Vi+GldYdI4J3ccr90kBtuth4JCcKsdIIbEgtk60w8DRVf33vIOgr7Q8H+cMAmn7Dc3cMtltRoWuFKAjHtKpnJ+0w4dRmH3QUblxGt5/F+zQ1WOHNODqxd5FKUuc+YiiXEJRkZhVRJkhvA9yzLO0SBop2T84hvFK8SpWKfhpme88U658W2x+cWDQM2CK4rwLYYGTu5xXGjB48joHgUh4MY8RcL7KjAilGyWc4rtIQssPELVuuSavGY3TAhmBmtTICBB1VBUVhur8+xRogmOZ3e6iMhWpo8p9NIph67m3N8eo3bpy9wUS+oupYHuiSjZodi5OukQCujZzTjYiAVh9KqvNGOfR6NRVYFnWG/iZOqz/x/e9eGjlwLLsmZSCDTreXV00dve3NEDSG8TtQBx13OsmMqXRA1YH1LAVcMqSRymSMjLrhNTXE7vTFQpx1oTEyqkDzGny2HNlTk0iMo/352kx9ZnDNjkaTOMQT86NGetLnifMIwPKAcz1UPiDVQ13jniG2HyUvM3i564wAm1beMRX+Y8X1NENeuXeNXfuVX/ov3GWP4+3//7/OhD32Iv/yX//L3c1rfkyFNwDy4RxyUwwhn6hiyOTtDQxUdGyMEmyS2B43M1KPj8uh+VXG49kz9DqZL4Fvjd+ikonPgZcPv7g382Sc5kyF+yzm8VWe8tlIqH7DAYFKbvw6ehUb2LFzULb19wny1S0/Jo0x5sWl5ZeV4u14TTclgHPVZT99dssxJIoFBCcZwJ7P8+KVhY5TnES4zw9cnQnTw6uWAzjL2wi43mgX7a8OhL0AhDyU3enhrcoOVXbGkZ9Z58vEC3OQZ/zGzvLhOwhKVBnrrMerAgYiQdYpuQ4BEIjkmWm51nhtDurTbGupW6OkoNCOPWxGF8XtCePXyBhuUjcm5tBWf33kfWS5cs5EbPFMeME8ZXdf7DYtsxqNcmYaOG5drLnrDk6N9ju48YQPseWGPLrnEqZBJjaggOvaJSCp9iVq8bWjr+8T+gI8sHpGPguJPrPC53Qlf6XP2TOSHFkKVLdB4TBZfwdqGrLqLWW8o5DFRLRduzixkeE2EhlUcMKKEGJnEnvy8hdkUl2Vky5bb+mVWuoMCO/Eu5/Z9tOaY/a6lqDzOno3CpYKvc9r9KcPpki4GfOtpQsv+5QkOz631i1xbtqgoxZDhZaAFCk2e4pF8XN9vj+Qo3ugMfWwofcfKZmNZURg0lfTSWZFMmQI6lmnMuJYH7wJ5CBxqT9T03GdLklfqsYCTDYUu6cwBTXyOzhTk0iBDUjMOV8E9qfluC4Lb51+RJAAJaXeHKiLFyH2d0NEjtk9yGiSRvqgGifCBxQn3OOJV1uOCKGAkgdM+6yAaZH6APHwbxnc3CAQlblZc3HqeKstgb0483KOa1t8zuQ1RVf2vP+z7M1577TWKosCOH9Z7T9/31HXNJz7xCX7mZ37mWz735GT5/ZrmtzX04Tnuf/8cTbhLFRuipFPFkRy5LHDhHI3AbPAUWY4d9WJ+fW+XeTfh9eaUUnsKIv/H4cvs+RUvdgtW7oJ/f+RRhf/57ZJZtCPwZdh2cirCr12bsLOxFH3Oa/0pvcCpE9TAxfEOO8tLqnXPcnqXUjOOlrvcN4ZlNnCzcVyUHW0hvC/cohkCl0ZZiDLrO8o+sgO8Vc3w+ZqjTWRHW6a+4NwIs2jIBEJusTEQ6gw2HYVPl612r6DBoXnHwAmDO8Mh5GrZ2J6owldmezQCr67W7Pmeje0QV2CqHOehXMEmqWTzaAbX10lmOp3QEcXQZVCocL++y83FMRlufMDTJBEMnLtdejGcu5pSBibDiutdwzeLOF+NaPEorVVKUmmjFeHxXslB4xmagYwpjhaIZES89IQgGDIwAZWkryoaOJ++QxRPubpGqzN2xjWsAf7ltV2+OskoNPDfnm241gdCrlgJZN4wWQ8YTQWKd6onvD1RXlkdMW8rmkzZWGXuYyppRWFXW2JWpF6Yi4Ygaf7pvFQUoWGKNzXtbIfaPyKLHW3pePyRF6nvn6APz6FVzvKSeXvOUXhMFi1nesw1nulE/ubDxh/0GFAg5hmNWeCtpV5nKGl/sZA9UE/FBkuHQegkci9v2OsK5uQYsbSmJain1mLs9E4efw5Ss+MVOiB4DG6U01CEh8VL5NpQxCXG9xQMV7vVc1EmajAoAaEYsYXwTZ9xiy1s3+MRNQtjaPOOSfS80D/tju+0IAxT1rky5RzDaFULV9fxsDdl4e9Tr2zyIR/3GkHgyaQie+kFbOYI8xnFB1+G+XdPbz06+tbP/YHCIP7Nv/k37/r93/7bf8s/+Af/gM985jMcHBz8Ec3quxtyMMPOW+pHwqZoKGJFlIJLmZITmMSGmQ9kdU0/O8CbiB1aWi/86YvI25MFDwvh/S1EMZxUFRcR1pnhp88X/PCbaUvpVJK2vTVoabFrRVVAan7swvKg6PE28iAr2IkDlQTaImPXQwwlD0rLNLzK8aqjjGtuB8My9GSxZ9ZY+sbhijVDDedSMVjL0aZhZoR5VD7SLHkjXEL9hHYwZBxy5OcjYytiPUDEl468C+DH8kL2BirXUL2gsxu8zhB6Ap6TcsXNZsafXixIrWJCK4ZNvsELuGnB1M3JQ8sTGn57v6f2ilscUut6pHYpUQcIBhssR6s9HlUPqJqKCTU5BeAQI0ie8STb5VF+AxuWzHTNNC7eVRtPn+KZda8m8fRp3DZoCiXKc4uBeO2A4fGUzdAwJdmxJlDSsy5WVEPNhavYC6lM5sUyW92+atwSIkaequ7+xccXfDh3vFkKGEMvazQ6fBwo2+wqiVkch/0RXzi45NcKw1+575FoeXMCqyxys4FKhYN1hQzC/bZhPiYHGAFQhFIClS7pWBN3HIthjy7LeOzOKL/6Re67yLWDGdMHA9f7DjQjizvY6Pna7oz9xYpsy8Z5ekWwTd09lvwZ94bUIiPo4FhOBmocVgxGYUcvubB7NMGQWvIiF27Nw7rhwXSDJeP15pDdJinxhrEjIhKuyogL15P5lHAXFMRcmCFkAaIRZsM91uYYwVLRYhPkDAiFKI9t6l3ZiSAq76KqPvsZt24OBuUGa2Ke4Q3seuVZflEhHcF15GFCT4U1myRsCERrIQZM79kxR/hqhd2kkpfI6A3oA81r7yM+dwPnHEX+vQvjP1AJ4oUXXnjX79uk8M1//2MxjEDW4rIVmQjL/ILoK8Tukg2pFqkIRdNxZi2nk4L5AJ0IlXkft9cXVNqmprq9gQ+HNf9qts89lEzm/MWTBU4TAKqE1IRmcnRWgc8Qb9kZemZdZCUXPCkdv3WUMc9qBjH88KMdjpZrervAyIA1HrjA6iEaJ3TmK6zthMgBfj4ghSczjsfM0APLj59cYggEYHfYoRgmBNtT+pJ2LI9YIhoiYeLQnQK/aXEjxqqmh+wdDBsqHqL6Kp5AZyzXuhlBk7qqA06IFGRMu5u8NRUKXzKTKdosOAR+9MLyuIgUZsI6KJluWEqHMZ46loBlEmqqzT5bVkrc9mioQtvzWvsWq1nBpVMmcck8XhJMTtS0qo7AaZUz7zxWI4aARAeaAQOYVDaK3qOrDYWbw3CDKDmid1ACLlbMJdDjuRgjxv5onZeJTc2FAkUANTWOgUEG7hc1Ew28qAUurDFhybnUqBGm0WL1qd7UVHPe72/xvx4OvK/d8PoFPMkjv3ms/MgF/A/3UpDuGPhS5fiIB+PhxE14p/C8vMlR7RJzSITi7ILCWmIbuNVteLvsaYtLRDqcFkw7uFMajJkx9ZZ7dc39tme/H6h9lpKPdIjRETsSevYxnD3DyQMhI5iMTTQsC2XWp/QswG44Y9tL0+M5HHL6zcC9CibBEfMcDWD7HqOGCxnwCrsIYPjc4V1ububM2xIThbUpWWc9dTRUTWSiDXvhbdaZ5bLuqDZlOkeBIhoqVaykHfG2pLltBE1zH3EgTbuIbHzuc63n+XehIE+HNQDrd8l+RCR1X1uLaRpwDue3Xt3pRY3ArnOc7+0ieUbpvrdWpT9QCeJPzIgR8+AEY5NxfaMZEnLUwp1d5bVLxfSGioBo4PfKjM/tWF63BUfe8+H1BdO4R5QeGxaw6fjJfsWPdUv85RJCh9MMCAyyTqvOWCDrACSPao2pqQjtsaYm0wI7qblbGj70cMnhyU1ULrB5C3ZAsERzF6OBme7Qu55O5pxnPRoWdPvXmCwbDrOam6crVqZgGhtkrLHm6hDvxsSgnEtGrR6xa0IP8jCJ9ammzgRvOpzmCDOeZDVnWUdjKhaZ4wNVyWKh3Fr3lGrp8glxcKzzmjv1nMO9kr7p+ABJC+r5teUDa8eFLunthJU48mgQd07W58+UNCpghUrqnhV4V2/Fn1l+hWDOibJO6qDmiEelSwzXzLFWYRqHMbGAiOdZ10kllatUPdY9JIsOzxG9HSj0PgYhCzMcMI/C/UoZeniu23LmAQwSk/ueaE8BHBjP/bLkuPdMIrxTGTZuw7ld8Mry1gjyjnuPMuf9px1Hk5f4Fzfvs3vUYAP87DcCP9Q8DSZGDL9xDHtDev8YB354M+etcgkeygBzBNk0BGdwvUcw3Ox6NrnS+IHOGQqT8dzg+OJ+Tvf8Ma2d8Vt1zV/5xltYGUBnoILSAsJASSe7DDqj4BzHyBKzDq+BeW9YFiXadUwldalvg5TBscRRoNzsJhx2jIJ7HhUlWIsJgcEJaxuhC8wVfvLxi/z24VcwesjeBo47x0VesXLnxLyAzjDTgqBwuleQSWB/Y9koPMEQy+RZXQBZlmHaBhP0ak+kpBAeRRmQJB8OY9nv3ePZncf2eeJM0nUH8BGcRaLC4BO28czjVcHfukY1m8D3ODnAH1KLqe97QghXmMF7PV5//XX+9t/+29/WY3+gtJhWG6TtCPOa7K17/OeJZzDKIo+0+cAkWuqxJgnwhVnJ/71XcRyUMijXuxNmpsW4AsoD2J2C9rih56zIiH3OwDA6lRUoOQaH6jbwBdAJITigwxJobMluOeX2xnL7ckO2OUSG24jfR1SI2RLRI9Q8IkRDU15SROglp8fiNgU73YZNVyNdxsR3ZJqCZRChG9k0qQXMM5jIRBOmELRF+wHjI0E6DMoquySPJYLw5cke/9sLf4r/sHed52LHy+sz3nE1S6mZDYYiGP7TfM5X53tINhC7lp3TU/aHjgJYOrBR6KzH6orl7GsMWUdJRe2zqwSRwmhJEtd+99poW08WrTBaY6kRDKUIQYSs66mGJPJnRVNQG/eBJAo7g6Sfy1yoBqUMD8nkAS5viEXGECcEzQDPPCT70VyFWrcOZ2kHuTATZsEgkho0SvUcDh1VGOjrkstoOMkj3k45WskI7Keae8wdRTfw+uoJPfuUQfif7i15tXt3E5VD8A4+ewR1hMMhcNArO4Mw1SGJBcYIqpiQdlsRi5FAzYLJAMc9lJKTu5Lrm55bjy744bNzfneyyxMrvK/dkJl+NETalug8vdmnt7tgoXRrCBYz9DRmSRYGag0Qe6qx6PYsZlEBA4aIYDQlui0DymgCr6fRYON23S2IOl5savb6nDoaLC17WnGwESoPGRUZkSJ6hi7nybSj1Y7P7+xzr6qZ9wOZtcysucKFTNhifYZeCjywwVNjrqTCt0PHrPB0x7GFwGEQT1TFiTCK3qIGNJqrxdf2/NR0EhOff4742otPaVl/yPGeiPXFGPmH//Af8k/+yT/hr//1vw7A7/zO7/DX/tpfYxgGPvrRj74nk/1uxw9UgkDpH675jeU5D+1Aue5oBRb1htmgZH1qzKlGXaJbzYbf2jcsS0euHUdeOYwRCQ7sHGyNhiVr7XlnUrPTJDDa2+SUVSFJ1E0MVhQVAyGjtcfEuiDYgLEWPayZZo7p40eIeQI6B3GIXbCoF5gIqkfcq1JTkBXPJGQcbnbZ3Ti6ds7xuqe1cyyeiXaJwGEyyhhxpO31pUT6LCY5adJZbxE8GyKadisS2WQLokZu9h0fWaz4yPKcnzo9oWxh1g/8v7s72OEQiXs83xn6vKG1OXvtmsP2LKm/qmGlgTOJ5KJc5o7JZofdbpepTsE5rHqeXYVtL9A/eHltXcTMVVgyCtUQqGJECLTOcIFSkmrNamBllHeKgdZZugyCj0xbj8UkjCMqxMhSbqNkY3mipVSo9Ol8ziVn6UoeuIYbQ5m2gcanLYoBMQY7DMQovDEx3CuFPqu50aTkfOEc0Q+UCrO44MPLR/zpxZJZGMak+DQwAby0hp8+hRfbwF5UvDQE6WBsXQOIMoz6pzBQjLaagjE9JlpszFgBRfSsSscTd0ETKq6toAz9KLEixJF5ZAUKe87U36eK50jwqAkYPGV0tGYAjVTqKEao+JsB73w8zwgzfCyIxiDk4CybXPFBmSBUWHIRZFYn3wVWqAk4nWCCAUmas9kovmexzENgtzlgZ5jzQhOZDBvKGLgRPG7wyOCREBBjQJWWjFgUWN8xQa74WTJej4Imzalo6U1ky8RK3TiBU+kox/Nty7zaVpTk6V+2f4AiY3jlfeh7KKvxniSIf/yP/zE///M/z1/9q3/1KhnUdU2e5/yzf/bPKMuSD3/4w+/JhL+b8QORIFRhuaK/1/Hr5w95uLxHvVjz3LpjWba0ecf71qAxJxhhYIJGpVBh3ytNtqA0lg/o81RNg+o9dDMQWliaCyItZwRc49gNHdPorzTteymIRTlSKA3ROnpT0BTHrKpD7s6Tt/OsgfLyDGs8mt+F/C1CccHSOh4bR4yCFcPd2Zvs9NcJ5MQYaKm4n+2wE1bkvmWiBktANGIlontzXJtqJRWGHCGIxSn0tsVpiRiIpk/6M2GfXEsQi9eMvTBwPCSbzYyMXC2vrlsy03Ba7XI6KXlStZyWb1P7B0z7DfOYk6lhHg2nFVw4ZV8MO77FF55gLAY+hYAAACAASURBVGUXiTGCxMQ1vwKCede/iaPikau133hpWotqIEjy086israWeyTvgAAgloss8CAPhBjZay3WZmSkFTiqBBGqcMbK3mbQjJzLcReyfTfhNK85zwo+fyAct5fMGIhGxz4H0JhWlCsbOB4M/81ZxoXb4TcPr/P1g0O+XtYc9yvmwSNaoHKJyoYogYHi6tNurTaTaWjah3rp8QyoieMxyECUzrSIOrZChhZFYkEep1hKHpuMdZaTB89v779JFpQb7YL71W3eKvcIKDd9w3I8rCoQncPFiGxLKePKPyLUmlNqTjaaDaWdyyg7Mx5vx9Ok4cIu1pSIRNCOO1Oll8BKFC8GpwHTB8Q4bCxwWmFGjEyAYKej1LZFJQFCSR23xZBsWGeqoy3t0xFtUlzqNceHfITELRZNi7TZFBMCEiMRpZXIJlsTY2r3G4gsZeBR3TJoJBdHJhlqBB29wJ+F+UVAi4zw3A38X/jx95TW+p4kiL/39/4ef+tv/S1+9md/9upvdV3z0Y9+lLIs+eVf/mX+5t/8m3/oyX634wciQXzpqxS/9h+IXz7nd+WCVTjFd5FX1p7ne4+zp4hYpj5niAWPi2Mu82uYoBwNOT+5irx6cYhb7GDC1xhMpLMFWVxwYgfqvkF84HERyIecSkAkpouryhnUEodIpgOXNie4jEw3vFFHpt0ZR6cr8sUGjRbVAZW0wut2JtQhMvEBNYajIFzuGu5Ub7B2S6bdnKVc4816n7eyHa73p7RmRS8DAz01FUhEfLjaCmcYTJ5D7uj9DiHrIA6oGjLJaSsl9iVCxqPKUXuPMGBG3+xACkqlBvb7E3aGC17fLFmbmt7AQRe52edYTQHuwAvXvKUMib7oaSmjBdWrRitPOyaKdDlvdxPJtc6jXGLGvQGk8sE6pjVwNz7XoFTRs1FhwOFH1uxub5nGCftDToulHntuBSWWBVQltuuo4wNqniQ6qTUEfcqMmoeeDuFGs+QLOy3LAiKnSEyii42YsRSl3Ms9tToOhpYFGSZEXlwveXlzcVXO6MloXEEvGUiC5jMyZOT6QzOu7S0Oh6Mg1+yK7goRsRlPqhMUlzw5omJFnlK1bc7bkxmDjdypH9KajuOu4COrDR9sL7jhWyxJkRZSuBsw5DESY9pRrIF15nAa6RnZQAJGAiIQRHnHpm9t28UiIlAatAL1AWWRFiwRnuSBtjTUfjQYMvaqkcXEp57R6TsOiLZg/LtKOgDqnvpnyzM34CphZHgGOyWamlYFS0tbCu0sp1wmt0hVuLCBr934XS5sJPYZRoVfv/aYf3H7DmVwPL+pqYPBazrG2+RoAHWW7n3PMfx3f5bwEz/6nvc8vCdy32dnZ7z00kv/xftee+01Hjx48J3P7E/QuGguqX7nc3DZoJrzwmngS/OORSmc5Z79VWTaz7k/DVw4ePEcnlu9w9Lt4Y1lZzhj0Iy1TLHa49yCBbdBM8o4cGohYMhQphI4puXi8IfwhxN0s2ayfMJs9Tg5r0Gq+eqKriy4kxmeO72gDB7DFDEwaMCwQcVyYWvkaM7BRZd2LkXBy8//97z69n3M4hTxLb83O+RfXfsQj9yE1eUeH7v3e2PNNEOLDNdsUE3rvQHBGsH0PUNVIfUBZnWTYD6P5j3NVDlxHW/MDH/mLLmo/eZOxY8vI1XwtAgqjqXJmMWkdjoJPVbgzz7ZEF2GibOkc6OjpMT4PSjKxnYEJwxdT045bvsFS43XgUBaTCSOlAFn0Z1jaFdEfx/TlcAeQTM2tiAPBkdg4Qy1T0yZqjhhp9thE0qiS0TT46Hj0ubsxoEKHZd9ICHAkFaEagxRUzqyyYaMlXG4cTf43LDkbvmIDzeBwXS8vespe3j9LOd0jI5lsEwH5aIw7HbKnz8/GS9kAyR8SsRSUNHKEx7NTpj6HWwsqNYVYWRxpZazdLKkPV8KgY60an/iFjhnKX3krLpDlw3s9rscLY5wmoMot31H1204KQW0ZJmd87XZOUHg/Zv9Z/Cf5NT2+aImN5EbMTCJQlTh9w93+c3ZhJ969ITXNg1nohzpwGm5YNZWLKXi7myH28uGdVC8KPk0EGnJ1gO2dEhIDTF7QdlfOganWJ8StJGtCJ55VwIQSF4VLlFL33WnSYlYvomEAFxJvWwTxzw8QUn4URLhhOp8iSeVwqyBo5CxWj/PyfQhX64rfvjkOX704ghnLS+upxyHLY6RtHSzMVlpkRNffgFuX0cP9t4z3OHbHd92gnjxxRf51V/9VX7iJ37iD9z32c9+ltu3b7+nE/vjNFSVt0/f4pU2oCHi/H1+/GTOXjtlVZxws19QxhlHG7CxpZeHqJuz5jqTsMTiCVnB3fKQIdxihztc2EOarMFqTr1s+UBjuJMbrCrH644HdZ66mjvFzm7SB2Xn/N52RpSh5TKbYozj+cvVqDYjxDiQ64AxcRSzs4Smo6dic/018qljWlmqkGN9MsZRA39++RY7ZuDJziF/briDZhkyjDVVn7AQsYYQTBI9S40Q9JuIFv8ZyTKMmbKeXrCpI9eeHPOohl85Eq53K240yjv1PtmQMe8DOwA0RKorYxUAlZhKaX0S6UvjKcdeFXqX42JEKTGSRO9sZBRmy8lxbNiggKNAoiDLBjU3EJ8kS1Ld3HLmMuYoRjY8qm6x3ymmP2dTeYrgmXhPMZgRKFaOQoe3AlWNbJqkmzN4to6pC7dCNGCCoNGSM6FTuMym3BxWOCy1VAwykA8VT6qHnO6cMxkyjtdzTsvUH/Fy68jaRASNYlLPhqbfc00SeSJQxRm3zydsso58mHGBMEcJEhnUoSRJdzsWK5+Coso8GC5cRxWn7PVraC2WfmwcVkJCU3m5WfNyq/zQZsaXy45BHdeaGugTmDzSMQQ4L3IaqxChDoGbw4DrB1Yu5/mmoRDl3jwyXWQ8qc4ZTMtBk3OWl1x3A4VVOtNB8Tlm8QU08xSdI9M0f3UOnOCGAbBproDmJrHo/kDfo6TC4xjwRxNHWgen9YqjRUEW7RWJ4Epqiad9Mc+G7E4GLodI1RfPnJUgJvL+ixd4/8X7iCgDkYyKl+7fTKYiCNYo0Vr6kNGPTDt3/Tpc34dJDVX57Qel92h82yWmsiz5R//oH/HGG28QQuD09JQvfOEL/NzP/Ryf/vSn+fjHP84HPvC9EYz6dsYfZYkpnrQ8+cpXaRaBvU2DGyKGjuO+5bm2YxqEXh15rJj2U7wPTHzNoCUbNwUEcYGqa3hQFLRSUMXISgxfm+/ho7Afki/woVceFBvOq8f0wbHxJSuvXJjAc4uHY78oOPWYuCEXw0urC3L1OAY8OW9mh+yqx9gMI54yBJb1DaKUuFvHHDQr5O4J4gPqVwgO1cB1v+SVzRlutUk+BhITbxuBPCmpikY6EWqNDOJAJzRyQjAtoj3VUGCqV5icd7x/bXi+KTnezLjpK3Z7SykFIZtR+jVLu2YSU6nDCohzsDtDieikGgG9tBaOKBszEA3MvSMPbiyFpOkZhROzQ6XdCJPnuAQjQ16gmYWux4aUihop8MYxDYEms1ga6nhKa0qyYOiKU3qTSj59VMqtrlDm8C/dwp4t0s4hJh7tdiXayJpeOowYgomUMWciMA/DVQlj4mvm/YSprzleTfjC/ppHOWyk4k8tLNf80zp8olkqQ5msnSQ+jYBCYsmojQwmUMeC6QiGnlZnPJg+Qa1lOuziRluqp6WXBNjPfc0kVpR+nzLsUYa9VMMX4dROWNuKppwyZIYiZDzX7HC72yVHCXIHy4ynPCSh9BtOs4yJCsd9R0nkVjdwvWm4MURq4EENJ0Wk7vZRPLNg+JfXnmMnKDvDQLRLKO6mHp4Yk98G87QjCN0VyLv97lMw1yvRRnh3IjyzAVQIkhwa1Frerk+5Oz/leDPFqiDGIrkZpVGeQa+sTezB8aUf1ktahPlgxv3pU8zrWUZSSglyhQZBOkdyVQZRrFqKzDDc2oNXXkJvXoPsvZfzhvcIg3j99dfZ29vjM5/5zNXtX//rf83jx4/5+Mc/zsc+9rH3ar7f1fgjSxALT/a1Ey6+8Q2+PghdFApjmGqk1YLeKMF0uAh5yDFqqWNNZhwlnqnvcPREjZQEpv4CN5wQrGeqgvgV71SXWFp2ImRe+frBO3gXOZckn+ClxYYlO8OaITQIsGEguMAsCOqEIqGp5Azsxh5DpIyCjTlOM4IOWO0oZlOm7zyAbokOgeCXEBRjAjETrCuIftTEkdTqZFE0BPrM4a2j0JCkG2KkZx91nk11gY2KdY68KwjekyvUMaB2QlRhoMabpGczjUss8LBIuj42jtCiy9GqgvmMtq54XGQEAzKsaUzkc7M1uU81YjWWXEcrUdKFuXAzCh0wYq50chDQqoQ+jKUDJSfysDhgbWtQx0EPbdZi5ByDZxj2WJYDrTHUQxLGWB8dYruObLlG+36s8z9NUgjk0WFNChsTP7kCTLfhI7DtLE6r2SrmfORsn/1uzvs3lqluXyr9qxi8KH1usU1Ilqn69HO1dDyun+BCsrKR0aO79hP27HUO1pOx1JbSQygL1Kfd5iBxbCjcSsq9O6CtXM398pjG1Cyoqdsl5ba9TS7Q7A4m7iNXhG5hokLtL5j3TZIowWIwHHlPNkbvW61w0AtzL9zsJ+TkHPee3zjY42vTKc+tAlP3OBEe7Jrd5jZOr+gaQAeSvxtrUK4Ce8Iwnt63dMrgICg0dEgceGPvAYMNXNvMIUIWBXyH5g6JABERIVZVApVHvbMdn3PpOqwIZdz6oW/lv8e5jD+v6LvPTDQVCQPieoYXd+HwALl9C6aTby8efRfj/y9BfMdaTKrKm2++ycXFBbPZjJdeeul71gfxnYw/Mi2mr51Q/D9f5e0Hlzx2LVGFV/olB6FFRFhHh2FgQpfqpNgr2qJiUGcJYWBZGXLjCBHOomVlptRhyc4wMI0NEAkS6fG8efQN7uQZbbhFzHZ4sH/Ey4uBFy4jvXyNXluO2wm3un1K74gWJKaArbECCURjObMNHQOdy3lSlOwVFfnBLgfLDfV6DYNnEx7ibU8eKzK3Q5SCiyFQNAMZOmrTpADsgS7PCM5SdT1ZUGJ7nT5bIzYkrfuJ53EcmDeBqXIVmhQSkJpnhH5I2jS6pQumQ/1WmfFwWiFVxftnM37PBa7df0K5aTnohYFLHpSelQReXVccxJG5o++6Bv/AiECsS2JeYy4usOMqPApsbInTjiU9B8MBrRiC8Swk8PasZhICe13DkBdUDvZWC5xCky1xvkjGMzGVgRwQWCe/AzVjKH0qKjeMtxyIKuTjqlevZvnUOSH14afeh4Uo5Dl511ONiWVbqlYSOH0uAxGhswPzmGOnBVJUuJMLvHSopp6OCbsYPKJJ3Lo1PUaFjOIZ8m8aHcIXp6/TuBIrkdfOv8SUfkwlHs0/TwwGG28jWpN6dtKkVPQKEbhqGHvmOxKSLHY2UsGR1GOyLekECayrR9iYM2kPxqQEMKC6INo9TLjShH2qvkoCfV0IV5TUXiJPslTpmbTKRHqeZA1v7Jzy/stjdvsyaXixSSlNk+sjUqVz0xhMiFcnsiq0Jr1hDmhuU6/DEK/ms93VfvPQbUlsd8bw0m302iHhtZe+p+Wl91SLqe97Tk9Pefz4MS+//DInJydcv379DzXBP65D7j7AfPbXCIscsXOqWOFCy4Chd5YyKoUIgzFocOmi3SJeESQqoc6hmOLnsGh7wnLDZXEEUdnfDEnsLRRgOpxYVGGvm5Cx5G7+iAdkXD+dcj97zE654ci/wo886XChJynrRMxW9kZApUVNSZTIN6qWmVoGdXiBJgy4bmDIM3QFpmmpZA/JKnAwZJYTf0be7nMpEzZiuBUvKRiwjGWPfmDTe86mU+J+hrlYUi6vU8YljTziG4XlocKPdECYUNKTjWDphbP8/s5NXjs/Ycc35OOxksyxUuW3DqccDVAMA/fOLngsLRdmYKeANjzPftjjZntG4SMzfcqoSmJt29VvMmV5V8KwDjEWE9qnK2RNDJtZaHmnUopg8FwwGV3GOtnhR5dneDGc5QWqim26kUEFZ9WCR4WhjiWdeA7bOfu+oOoMvXa8M8mpN8mvuBznYoG3ijkH/YrCLDAxJ4xmNRFHTkQk0abC6GAQIR39vk/WmeZq+lfDYHhn1jMJDtWe1is3fUa+WXN3+oBVvuLm8hr5cA2J4SoK2+iYBEcwSkdPIY6oMqYmyFFeXd1lkJw8+qSvFB2YiIiB/kfYZHeZRIPdJgeAWGPs5mp+ssXzn1liCylRbsy4etdRXG807LFqmTc3URnlKa6+zwxljoQGRr2tdAy40raSkEi1PSY9Qg03xspUiusVR13Ftcf74/M8XsLIwBtIXUdVmqdCjB1b6fLt3EuedlFfZgWTdfsUj/jmL+jZMR4L7xxaV+iN4z8S7GE7vqME8Yu/+It88pOfZLFYICJ86lOf4pOf/CR93/NP/+k/pa7r//qL/EkZ6w3Z//mrbDYPKULGzW5FMz0k5BlNzGl1hesUnLA6OCA8fMQMTXLPY+hSY5EmopsNxVnFbx5WvKKRrIcgjsbuMovnSaQrlvgYKSXjhYtXuKyfcMMEXFtybh+TZxtcLkziAskFaUbQdpzuFlTrTUeslWzjeTgb+BKBH7vIaIwjLwouy4LdZkOqQitEZejWMHS8XRS0xSXXyXm7fj9ihbgxvOyf4LbYBzBFueh6ViJMyseIu0eHwbeWu27K/3U0pXMrbi8aXl8eY/IFaht+8bk/xcZkHK5WdFj2/AYxUFjDOnOcVDmYAEb48TdP6eaBL8xroggvLB+BuUbeewq9vAr+QVLZwGhyDkOUmpJoEnCtSKrbr5or/AYDEhMAu72avQiNNXRBsaqcF8eU7RqnEdTwqJjgTWopK4Pn+vqQX7/2NlNdkfmaEISqUxzKMi8I4mhzQ9enLuUUqOB2v+YSi7DCSA2YkXGWrCbtMzX0OPowH2giqm73Ii1cCbsFFRI6YfgP+0t2BrjdKmYNEh2lzjjLnxBcYNCe4N3T0tsoOBTIGKQljN37S8mZGoMLkVKXTGMKI50Eopbk2o21f+HSTbGhpB63SQIQp2A6kKeCfQCtjvRoGR3bFCpJvtqJNpD2TdtdFwpDbpAsx8SIbUahL5sjV+WdtKI3cezBQEbMIPLZ/SNeW604Hno6Z9nxA8EKJj6TTDQdzM62WO8odE6MgjFPry8lEiRgdFsudGOiTf0dTQiURDxbv0SuntuSsI9yy4oyJuF5N68TXn4Brh1+W+HoezW+bQziU5/6FJ/4xCf4G3/jb/B3/s7f4TOf+Qwf+9jHuHXrFr/0S7/Eer3mp37qp77H0/3W4/uNQcibd4hf+U8oHqM5qkrtN1i/JPctlpZck4tX0Wx4e2LI4qjqKHpFlRO1mBh5WO5zVuSc5w1HTUc0EyIOox4rS3pC6lQWgxGh8hPqYUqhksxO3EOQJRQubYO7b5ovikrEisHjcQh7XcHn9wOZj9xq4ZCc/apg3jSgiomRS10ysCZoxf1JQdXD3tCyrz1PsoJoDc5HCvqrOr8AsxiYrjyae0LoIQwcbKbc7ALvlMLdIuNDq8A1XdKWd/HFit+bPM+Zq/nw8pyZ78i0py2gOZhRG8c9DXyjzOgRfvJ8xbWu5/lmxbUhcrvbsBvOKGmuKIIDqbR2Vq9xfoQGRRIg6wzBgXdjRV/h2a5VUcO2Njf18I1ayK0BUfLR6P6NyesYjeRRaI1l4RImc31oydQhfocmzKl6hwbDvM/JtKaRgsaBEUueuXRexC2vXpkSGYoFa7eBAIWZ4EckwI4B0ogZV6vp8zxbPrubWxakhBNMCqvPDzkfWFW8vKm51dS4CFFzJn6GyoCJhlwjvdYUT0UqQGDNHhvXE61w7jIKq6hYMk09EUhEJHIpUBGRWIN4jIBR4ay8ZCMbspiNmEMLcQ6aCpPRKJ7I/SxwaRxlhIaEx+SSdlZ2LHA9vSV2mp+WbA6mECPOWKQf1Q+fQUu0P0JEURE6k3hVDstLzYZ/d3SDN7KCV5sVhQhkljD6aFyyJQPoONeUpNFsNAfavpMjlIIJPvVnjJ2NOl7nT2xGFvyV3LdLB5dG4MvTHVYu59wZjFFMrvhX3o/euo7uzBJ76Xs83hMM4i/9pb/ET//0T/N3/+7fJYTABz/4QT796U/zwQ9+kF/4hV/gn//zf85nP/vZ92zS3+n4fmIQ5s4D3H/8fXjjLRb2EbavkFAg1OQxUT/FXiBiEc2RmPP2RFhrZL8RjsdEkba7BqPCnckB96oD7uaXHAwrXrtYcV1HIp2AWkmsokRWBbarlxTWTmfv4C1ESg6WM9o4IUfJBYIqOUqUhiABHz0TfcpRjxqJBoQ1OhE0zpBySowtD4a3Ec041xtYE1g64aXLgUNSx3YvGbl6vuRKXgsrck31CQWCMVyUu2SxIxs2eKdUgO0TlFiMH2KwDaviMe8Uh/zLvT/HURf4H+9/kZh3dFWGmU45enRJNih3c8ep2+VDzSmZKp25BOkxUTFaAvORcJq0MgsPS7dCCZSSkWuBCgy5oGWOl0jVDriBq1LcdnVqtAB1eNdzceTo9o/ZvXOPfOMTgJ5f5279IpN+wd5wivo1h36JAbxJRYelg41dkUkDPqMIjtwfcadytEVDbRy3Fi3ZfwEnuZ9tGCSy76f0pifzyoStg/KzaIA+U8NXvlgXdNZSIAwor69bcp4Br7fHRw+RkdCbscLScO48PY7aWwosGYo3BQt7QG82eNZMh0B0Qm4s8z5iol7NYdsYtkKoSE2KygbdtsDJFKtP3c8uzMCdumNpArk47pmbfLBpsTEyDYGD8NT/Wd71iWHtwO9PiN4zP+tI8pWeKJHg8kSUCIA/hv4m4u7jo8ETyIqTq9fsxkCfG0PPqLMkQpsNDNFTsGStsBd2EqCvlqCCtSPggBCOj3CbU8w6XJWQFCDAae5ojKEcBmYjLoEVNgr/bu+YXd+wcmDMwKuTc8rnX2F2+yPorevfMyOgZ8d7gkHcvXv3W+4QXnnlFU5OTr7zmf0xHLJck/3HL2JOziArmcdjLvc22IVlEzP2OouRJaIlSOoeFs253VnesZFVqRw1Y+0SQEqQyHPNGZeu5obscrQJ3NDF+I7jZRd07Nytyf2KiLLIk3FOkRui3qbrLdO+YQiCMcJ9V1Fp4scfhZYi5njbYCRjlUOhFkLARouJJyA9tBmDVXx0mNzSO8tF6Pm5ay/wv7z1Dntx4CITdoZUuqh0QIHf27+FX77NK203WjbCspzhFaKrQGBjL/8/8t40Zrfkqvf7rara0zO/8xn69Nxut42NwTbXBu5FGBIioQRFkHwIREqEIHyJhBKhCCEEshAiKHxCYMFHK0gIRG645HIRghC4F+zga+Aa2kN3u/t09zl9xnd4pj3WkA+1n+d9T7fdxnjqJCUdHb3PsJ/atatqrVrrv/5/OmoSSciaGJMWAeM1VZPyjtLw7tNPcD9JUXSIKMQYpG3BB1SAS22HpuPF5IiH7H1SP6UlSr0piWTMRR8psiSRX6d8FJK7KGlxSaCjpXMNdt2gnbBOEoYBRDwhxEBTJ5G3XzJgmjCyDbZasTQaKSyzKnDQ3KZTCWszpjEFnjknyuAl1j0cAWMHA19wllhaHVBOUeiKJ1voWkjEn0smbzOY8Y+jbsDNXHM/7Zg510NUW6LKWNqHDQMtHQbDhtH16bLjYzsJx0oYtW2f6I0WaMseijCQBfPuYTQVWVjgpGTX5qx0FKbRIeB8wvLKAGnOmJ1WBC/MUw9o6Bytz8loiHiqPhcgUUa0RBgR61HgHtD2qN9ia96cDvzsN73Cd9+b8qE7M97Z1tzOczLvmS2XXzRUj8BaefL5isSHeKIi5mYsHUEU7dU9TNmR2AZ/ryKpHkdLhRR/j5eKNkRsVqMKEu8iiIPY9yQEBq2i0V3Mx4SEpaoYhpwgHbVkBGVIU4WmReq7dIMRabMi2P5ZOoX4hL2mjZXaqg9zGYXb2aFYrjgMjk/sFKAsT3avschLuocLRo9cOUcafAPbP9pAXLp0iU996lNfsFDuM5/5zP9/EtXrEnX3PlLHrJaWlNHkEU7sv6NqZ3RKs9MYNCl5MkYnAnWN6joe7RKUCCFCinBpiupaaDIIGU+vXgYR9NYfhOiK+D5kkuERKj3itdGAlU7ZaRYMW6ENB9TJEi0WjWfiLXvdmibJSYJHhYaAJvUFSyM48XxukuCt523LlrE/RYnGqZZlqpCBJsewXx1g2vt8aznnf37btzBoLf/Dc58ioz1HHwHvLk/4q73HWC7ucrUqudbVDKsVL8weY2RrihAYt8Jutzr/XojoEqcrfLGC5S6Ojt0uhgF8Mog1Dm1H8H6LU1RYCuV5fvYILsnYWb5EYWuaNOByzbUTh/FRj6I2LY4yGpKipk2PGZQpibUsFNwXzToH0oRR2ZF3sCRqTpthwcM2IVvUKKXYDWua9YqKhnXQjEm5Vn0WLxoVhIWk/O1sSmZLnnYW52N4JJiWT0++g4PlkiLc7Su524jq8pE0LjL7nCc244YLV+sIKVbMY+IXIYSMTSS7NC3/9/6LvP/eoyROsZSWvTDmO09LYnXIhn1K4QOEzESAhItJ7t3wwmaWEYjqcgM3iIVz2uBTw+z+mC5kBFsQ1CkHrRCkpQz7rFWB+BNSWiIFnQMcIwxrKWhC7GlgH68t2qe0GnQ2QMqSSZfyPz5/lb+bLBCfcKXueKxu2VjNqAju2ZTbbKyohAiFnSuL8bAppRQRvLRYu6a8d488uYzK9qj2P8voTFAh5nys9jhvI/mI96yRLSLPS4S8CobcjQhYCobM05I5NcMuR9IEk2SY1X1CWKLIkcWaIOehYYWHMIFgIdSR3sZEJUh99xgReF/d8PSi5PrhTVwCXTLk6tG3viWMA3wZBuIHf/AH+fVf/3XyPOe7v/u7Aajrmj/90z/lIx/5yDeUX8g5DAAAIABJREFUh+nr1dTnXyH9q79B3T/dvAKJkN485nL7Nip/j0ondMYwdB5RAq0FY6Bz/VSfoF0FMidUMdY60GsCHi+Kyg8YSNWzZsa2mSoDak70mCYvODGaoV3TmIykzkicxZmn8foY3d1ikb5G7hVj16BJUZLSUaGAxHpezoZ8XnuueMUSh+icoV7RYFinluG6wemaE9NSVGP+i9vH/Jc3zkhCIKfD0lMax8gF71rd5+n1CbXSjF1ENREcTy1u8lq+g/GeWVtuwwU+M5HvXhRaZszqklbX5G6wRRzJqmSnNT2lswIsqYeBv8mN/DJdMWJnvuIsZLw8WjFwjiEp2sdQx5g21vKalxGE+4cJB3cA7zCSUXh4buiwKqJX7owgswnjxvW1C8JL+2MeuucwJmFwPKdSHY1uekyRQZOjQwMExhj+xWLJyjuS/h5iRNyzMAVuPMToQLq+jScmrFGxdiEQx3GTHLUCSdjMMsFxiIRFH3+PehEVIDbh5ekZn9n7a4ZVwrtOrnB4Nu4NjWfDLxqkF5Vqz4F0F+M2EsCEy3hZxR6IhjxHmg6RY0IrLJUnlwjBDcEgynC7eIquuUVmjxlwHSenpOEQRcIwWAKuZ3L10FO7hEwhXY3uiz6+496Ub78/xfbU6ms1Btc8IP25oZLfmNDQ52NmPsHCVp8urrGOs3zFqRlwpbGU3QI3BCsBHRwGTdYNMMoivZyoFkVLIIOIDZOoRQGCZUAgMGkndES50c47VNeAdHGd+5j1UHicpIRge/m3BbgJMAA5ic/PRs07QjxzTeyQZ07eTjkT1OP/HJXP/kn709ei/aNzECEEfu7nfo7f/d3f3f4tEhEB3//9388v//Ivf0PrIb7mOQjvSf7gz0iffynSPLDBmCtQCTokuFDiaRCl8EqjxzOkLOM4OVDeRuRS18Zklk8olSEPNYGOe6KotWFsNTs9X9CWYqKPFq+mQ4wxfJqCWVnTBSGxu+y5+wTlqPUuo/Y2p6PPUdiMaTclcRqFYUPiLMA/jDR/cHlI2nV863HFI53lkqvoXMut4S47ovHB46zjLHVMq4xpGxeQ9EZB+xgirUPvKYvFBNXHyPv6Ai5g19nsR4qQp4i1hNSwPtwhOTkjWdUYf2E6CngTi7RC1xudfgsNaJZmQghC7tYEtaJVHqNz8iYGW2roETzxW6dpxSCkJDZgQkw/3leeT+x7kqCZtYHKCMZqdtaB10ZTnj+6zD+/e4fL5ZJJYzF4nhvfZi0tb1scUpBHn1bAjUdRxH5dIxJ6nxq08nxsd8bd/L2M65qnli9xpb7BhgvJIGgSrHQ4HVgri+6GDEMksptwvpdv0GilznHSMnCeRbrmk4cvo4LwwRuPM9pw/EogpuojFQdhU8nwYERftuO6USgElxkwKTgHRYY/XfHZwpM4GHZRl2E/wJ30bSyTQ0y34mr7D8TtOjZHGdcHCaVoHCGm05Vm6irw6SbLiw+GoBVWcoQ14Ej6OP422xLOobAXacCdOLpgaFSgHn2e4E9Z+ydJSZnWGSkaLx2eQBoUqVdRt7q/VkfLuW6gQovuzykx5FhS9+8WfHKakHnHkVPs1Y7U13g1R0KORpP4nE4NIUTjdvEcsFkLka1MtoWUPk1wDx8Snnya8M3PfF3yDhfbm+UgvuxCuevXr/Pxj398Wyj3vve9j6effvor7uRX2r7mBiIE8l/7LfRiuX3omw0whncTFIogXVxig5xQ5ATr0PNlVJcKAkoh4uIu60yPTvEEaaMIkPQ4lV5G0rHxnBSlgvnBDiMUXbXkBT1BN45Z50jUkko8B11ASc3t8V1K05BYzawacqneJ91U7Qo0Hj768Ig7qTBygf/6xJHUJzjnsMrglQFtKCq4pRtqERyKo85QEGPfmoSRCMe6A1WSO4XyQo4hoOmCIsOj6Q2pQBiPCFXJveSYRbLicrWH2ztCeXDDnOnN48i73+cRnIkMnPSGQ23PIOfFVfERODppaNIBoyaO2U2VcuTbbWhfUMwHa/JKIsoIIYimGeUcNxV7rRCkgOAZ0fAbVx5jMWx4R3ODb72lmHaK4QYKS4TQXty03TDD2QbXWpIg3EuFVgXSAKepZilDWjXlmflddnyL67WzQ4AMQ2kqzvIViU3R3ZTCgw6xYKygD9UIVCah0xlzOnbrhnzTj7CZKxfTGbHYrqNEgsFsq5ofJK4LzuJ1f9pIMvzhgDDcRZUV0jnU3RPm4vncIAoMvaN8UBQnPquI3tEujlEjCzpSFCn3tGLoFFmAhRauuhPw057giKgIpzL8/ojk9BTpk9M+NajORWlYG/U1AoFKRcGtDe9ug9AYeC2vGcsLrDhg2o7IbE4eNIM+QonPCDoKn/ZLFysVbdZBEzAhJSMWwLkQ8ypzaShVx74bsFbC388CM6t4vIa8NcCaQIsOGZqcDkOppgw4jiioDcS332ktTfxdakQl+NkY++RV5Ju/DTk4+KJb0NeqfcVJ6k9+8pP8zu/8Dp/85Ce5f/8+AEdHR7z3ve/l3e9+91enl2/xpv/mWWSxfmBRdcSiKETIcAQcIYmyh9475GzRh0v6les1eCHo0GOyYzQ6B3wInI1O0TZh1k4e8MIjUklIRLN68jF8WXL47Bnv8/d5cZwxVQ3i13xmfMxdm3DY7XOwusLnp7cQ5XA6IfSZjY04ehpSfvSVjkZ1pEHR5SliC5qkQztH1hrWynOaKIzPOAiKzw3OOHQj1gpOjOayD/ga7udgTcteqym8Zq7gVDQTC5fs+aZl0xRdN1TK8uLsBpdXO8zzFaoO+INHkTTDXZpycGeJNOc5Dq+FkAjStKgLU3YTLxYdPeMmHfPa5Ud48vOv0BKwIaeWBTmWTUY80ynV6A5NE0jDkMLuMugCg5DFTSNU22e83wk+vMKNvGa8l/Do8T7KVgQslojC6gzkNm7krlxDKvzDZM7V9Yg7WUwkaw86eN67XONlTREg5gQi707S+/VjWzBaRYTPPQ1LBdrFE0Taj0UIoJOEueQkHbxYeC41HZMQ5xH9mLQmRSkhbZsIFCAlSIUEtRUA2rRIrLiLhBOiS2KjduqqJJQV0nVIgFmAf7bqv3PhGWz+Vm6D6onNMWCRtoxsjZgJ4oVOO0YEghqiOCGwTwg6ouiURa/XSK/WBiCtw2uJEp9KYqhMzk+k0YESMoHCKz6TdLwmV7laa05MyoEVMn/OyxRUQwgFiOnPdwFDgW4yAhbpTztGAjpEx2McUu4UFZ8b3GZoNc+sprTUdG1GrscYN0YF269XwWAZh+MLrsSFsB6RINLR4k2HzxKYFYRMI7Mpb7X2JesgfvEXf5Gf//mf5/r16zzxxBO8853v5LHHHsN7z1/+5V/y27/923Rdxwc/+MGvU5e/cPta10GkH/8PyGq11TzYJFg7Yr1yQkx+kSjEBjAG6WLcVz3gZ2oQhQTh+VkBwaFDRyLCqB2h3BBB0CEeMhqKKNpDFNbZW5yQPHoVU1W0+j6DsKRpAroxqOYKzw338CFnlyFXlxn31YxxG4ntUi56fQpxWaR/kISVAvGQOkPhIyKmAEqXElSKWM1M7XAnW+IzTZcYki6Qekdhl7wy9NwYnVJRstKe0+yAcdBoZ8lVry/gHOIsZ1JyOjqJovZeobqWncWawmUMBxPQhjDM8LszxIMEoQqnGLcJX8XtY7NJRLy5ptmf8UqR4d2Yzh1RkHCWG0QL2nU4OqpwRlqPGLgZmR/EE4mN2uAPWH9g1NYsBqeIqhj6FUYWWP8oNxNNUA0SqZu2G1AIAastz+6ckLUDXigS7mWwNArvhSebbb1tv8lJL9fzYLhHgGHo/3HhO5s7zwxSJDhJmXWwa7stckwkqjwEF9DOYoBaoEaTk1EpvWFLOg//CRAM4i4joUCkwrkO3Vik66Bq42e02gpSBb0pW9t06o3BqxRFKe9kbt5O0ZQ0UlH4qBMdM2x5f+yJdIsSpC8KvQjjdriwofgoEInpfEXA9/DUBOhEY/BcblL+fmLpCOQhcKVOLmjpAUGBPYBQI0ERlMGPc3Rr0UGzUDkLlWHEoyQafoNivy14bD3haqcJnGGsZUgBBLSPq0oUWBFs38dNyO4LBYwEjfgMdzjBP3ENffQEsr//DUlO/5P1IH7v936Pj370o/zYj/0YP/ETP8Fw+CBh1Gq14jd+4zf4zd/8Td7znvdsk9f/n2ohcHrnNSa2IU8TkqZHWARIBJLgLzzUgHQON4hTMhQpqmr7ydLv+NKxme5PzUteLhLqbMTV5QoB8sg7GRNYIZDgKfUYrxSpW5HMV4T7J4TxGKUPkdV1JnaFskc80wpX6pylydgPN0kEDtsJNzLL5aZl1tmtIhfSEVScxJV01PmA42TCIydznFYQ1mibcgnhJTVmnRqM1nxzXdIMEm5Ky0orjHjWg5rHa9CrMWtlabojDn3NSEFuDGKjd5X03uWOzRi1A07zNaOmY68bokJLUp2hnMJZiwRPGAyiBy6BrBtEzWK/qSCJYS4ngnICGQwXS56p7+JtQZ0/ThkCISRUakwhS26NXkTZhF1r8MHGROzWm/dgFN75LanbQ3bNwWuGG7P7WN0ycXtcaW4zFeFGAXUGl1u2gkRaGXTj+MDdIXknvDBWvDBMmDUd33LsN8SuD1QwQDRyD2gYE6fKRa6e7QwTqG2FKhuKImNcNlHTIJx/ue1RUYZIZV0EWBmoI8MEQRJuZpZpExgSehLENUqvtz9kGoekCnygTgzexLqKpKoBj7ioDBec3f7267c2CxzY5zjs0xLiLeDxontGgfMw1yYcRneu7xGNmMNLCxTgLV4NCOmI0r/AmRwwcp4T75kGhxIwJuWbysvMOktmO9rCkFXN+fhKRMgRdgmswAZCYnBpgmk6tAQ6Y1gNcsxygfJu+10Bgs1o8o7CjqixDMhA+QsnKqHLcqxoiq5GuwicvXhP289OZ+i3vxN15RL+8sFbBrl0sb3pCeLDH/4wH/zgB/nZn/1Z0jR9w/tpmvLt3/7t3Lhxg49//OP8wA/8wNeyr2/aviYnCO9Z3bpFc3JCM8zI7p9B20X6Xwngk4jm2FS1ihACuMEAVZZI8JtiB0KWxGNmv0luxNhz69EiWJOgfUSdbNAaQhrj02FFxgqjLITA6uwUdXyKahxaT0jLjM5fxbiEgYcZp2gV8xy5eE6zt6HJmdrltsqYzT2IZaWEm3mBSw15W6ONJrgSbafgDtnpamYs2W3XaN+SNTZW9IYWE2C3vMad4T3qLDDo9lmGy4zCGh0gN0LiNlrP8V+CYrecoa2n0C1ZUuNMTdJNQTLUco3UDRaPOtxDnEfZwFKtqFWJDlERrZUOcEii0UFxpl6h9DcYlYr7aspn82lcoPY2Y9swH97lxcMXGDRDiq4gCRFrFLaynoFliNcMfXBQe8VOtcve+ohJuwsIGYojG9hxQtbvzaGPMRvRFH5AjuGZdeDbzhzvWwR2/QWt4n56bZLbIud7w4V9/g0b7uZLLw1K/HRM0IrBon2DwekEGpPRiWIhmjw4hsbgnacAMjyv5i7SO3jBITg5pxDfJoADzL3jplZgNIM6UpZs++UDQaktfczr+/uZ9JDOC0nP1eUJKBzBaMR3qG3t/cVQlaejo5KKSiqsbMQ8E0R7SB0MBOUVNj/mtQTSVqiARgmZ0uwmBScPXWO9t89+06CdhT4vEm+sAZ8BmqDPoOuiMQ6eNHSsdgteffgaed0yqsoLZ1YAxXFRIX5EI4Gxz+O9SR8OHuWELMEWQ+pgyLv6wlO98NwR7Lufwj7zZORbUq9/il+/9k8+Qbzwwgv8+I//+Jf8ge/93u/lZ37mZ778nr3V27qEO3cxd46RW/f5ROKZJIG3Wc8ABcrhQ6RHEHU+hcx8GfMOfeENSsUqaCW0ypLZzbALlRLmYvCSIqIZhnXEPghoaVkNptAYhi4q089Niu1qCDVZvcZUA5CM2hxjlCKl27qoEgKJBL51/vdfYLMRApognh3neNF66jSQqID4NVZZVHKGtLt4N8H6jKG5t3W6Z7VnJLpHLy158v5/2p+OSq4mz7MkEsdlWzz7gxuep2DavY3F+BNUlAyaSyAD/HIVKXqUIizXhP197O4MX5WchIbMC6rrSEjogkWJQfvo6VaT+4gN1NmSv5iVeO+4XB3T6BX3xPLkydO4xDEfHXNYHRKcEHQMt3sUWisqXXLHdEzWlj1yMiI53iYfggh+mMewiw+IRCSSz1Jo2nMj0J8WMs6/+0BSmAuGYoPOkfO/X/+8tp8PYINn4SvSfMAubPmZNp8ZhYB2LU5pZj4ac68UqUR+qQDkTrieBx5fCa3q6LIxO5XbKhIOgKA1pwjBaOaimIZYorfpaqDPOSi1FeLxLuk3/pbdUPOXe2/jm1Y3mdo1qW3ZQ1DWw5Z44sHW0ZCQcHt0yjJfojvNI/NHewhwQLUdIYBJC2wwjJoKbxSljvxKQ6UwjzzKwXCAPr4HwzFhXaJ6dFUg5iFUemebI9BugzZq8AQundwiqReYVraUOOerBo5WB8yTQE5OZIM9B0wstTBNE1a1ow4GO95hp1pgvOsdwH4u5BkhyeBg7w1j8FZqb2ogyrJkNvvSmNzd3V2Wy68Oiui3fuu3+PCHP/zAa1prPv3pT39Vrv+PbusS/bnPM7l7yr1VxbGtOdWenQAlEbKniZ5f8LEi9pwvVKKyle16L1HAezCaNi3RYUDiIvt9m2g+P5jhvaKoSzIiibOmJIiiCB0vTR7BpQlJVSLt84wRRBa0oUa7lBA0+3SstabtDVb02EB1Hi+gekx3xKlASxdPK5Eek29ZnaFsis9SOie8kkCiHVn9PFLmUdCmJ28ThArPyxPN0TIwVJYk/evz+LNSTJVg92dwFvM2XNjEBMilofEpdf2dDFKNjBx2VWF8g1NsXTJz/5R1IkgQ6lzzl/vP8p5bj3C0GjPzE5Kge9VRj7aaVq3xekVilvyHfMYzZQLKcCtruXqmePudd2295LhBWLrE43VG13gO2wHaV8wkI+uRZBu0mu7vQNYVXZpjnMO7gO9j8yUxZ6AubPAh9GinC3uhpzcKnCcvQ28k3hBq2nwnuO2HB05YVStsueJYp1yy6fnn+x1oEDw4v62rcMHRphmZbfAOHmo0aaFZZBW7bcc9jjmVhAmaQc87FLRi4BWnokiD47YIj1yg60AL4gOW89OR2KsQWlBLLq9r3qNv8LnhJR5uTnjn6kb/SUWsjHDbOel7s9JIgw6ah5ZXkWVcUR7ovIASAh7xEIJwadHx+dyzVpbEa446GCpLs2ygdfikgHlJ0pwTk22e50UDvR23nnbEOI+uoAoDNLAjDyaZs2A4qCN8F9VQqYjQu2fimAxsR+kG1ALj+i6dfXCj3UQawtFb2zjAlzAQ3nuM+dJAJ92rKn012nPPPceHPvShB4yEfL1jcydzuk/+Ff70DtlJw6VqyHGmEYG1EmoVj2TaWSyWGSEmU/tVH5REGU6gD6LjkhyFJ2PMcniPxI1QNuWMhMl6SJkkrJRj7BakyoE2uCxFa+GJ4phQN+jVktsq8iYpm+KSFS6sSVwOBIbhnB1zYwgcLbVeE4wQnKWWMbttwudGNZfKlCkaH4RFKuw3EQ+epZprbcJxnqF9xVXfslQe1y9igDqBVlpupFHgJUFT9IvZTyf4y7vo+2c474j00GE7HJv/c84QyVFtQli0hB4SGhGtFkODnwfKR3bxJufo+O08nC94fvcunRh25jt4EZIQ7/Vw/hS3x5+ho+M/vvs5bl7b4/cffpjvunOH953d5L6xJKFg5BxlgBGAFyq7gqFiwYBLbct+V/T0d7HPb6wcCEiuqMihatDBkbYN84jnZQRYKkQEHSLdR92PnCKKKcEbw0rb6wuUIVZBZ2i0TRESUBFFd9Baxq0QFBxYQ+gDkufkcefXlTwh1B0da+bDAmNHaCNU0yOmdz5N2t5BhYRRl3CaCXttSt67zb5uOAK8pCyNZpBokiaWvQU04hxxy4bT2YjhsiQXQbvLREjEgidX93msvr1F5W3uM9YeqAhvDZ575jIHdg4ozvQZQzciIelZaiFFcOkA1dUxCFs1KISn6qzvQRxdX2SY5V1CNUCMYO7f7H/P916+4EUwvaMTg1qxLFWjCETJ2V0bz35fdOdRjoAnCNwuEuaZYmUCV2yLLh25GLye4zOHs+o80S6A1tidMe7px77Y1d8y7cvWg/hat+eff54PfOADHHwD8MAArbP8wd99jCdufIa9Bq6tE7I68O51xl8/NMBlhpezS1xr1wyaCi1rZm17gR8YwOO0QTZOXyBSGBc5Op8xLsdYV5JiuNw0/MO+4tTMaMVz13ke6Rbs25pEHOQaNV8i3hFGQ47KNaeuw/opKlhs5gklXNx6z+kVAoGWoOPCWyQ5Z7om8QMkCP/62ikPNQVZ0FxbpwSXgW2RJjBKEoZ1xwtZ9PAm4dy39cDYCsZBawKvpoGH2xiy8qJYr0vyF0tcmvC3Q8XTp5Yx5+JAMQcCOZqsWXE2SDhwDtMp6PXNonx7QPmG6a0T7o6Ee4OHOCj/Ey47x/XBZwnz6GFueqZFsb96DIVmkZ7x397+BCdPHHBQDCjajNDCn0ymKDzX1g0PNx0Tp8ncAY0VFoOCShIeXZQXouObUX2wSQjkrkG15fa9PQcvZ7DTlSTJnKIZESRgSDela7hwbrwvWobtSQGw4jnRnrHTPftvirgpsQw6nn0ObH7+Zc494811tvUzPYZCtwv2u5JFUUB4FzuvLLF+TtBznFgOuiOu2EH//fiUdA+vuNy0XG5iiVfssmZD8gdCHoR2WVMpOC5e5eH1APwOqAafuG1Ya4PnA4vVDfcGr1C0U9ADkkqxYo9ZgMznBNx2JvQDjlIJIVHUqSJbnV0owozuRyhyKAqUUWBaWCyRvn5mqS2JEzocISRM0dRqH69SgtYU6RmdGVB3mqxaYbwlcJ58Ph+V8+YFSBIeqy2fSQCjOVo2WKXYX59wmq4IWqMTje1UrEMRwU0K7Lue+obmHf6x7UsaiF/4hV9gNBq96WdWq9VXrUMvvPACP/zDP/xVu96X2/7Vqy9wfHbCw6Eja4QyePKQohX8d6+d4b2mUa/wv155BxbL++avcNY17CrZbgI2UyiJNN4SPKHzBA9+aFBna1RVkwRBtGcKfNf8Ov/Lw0e0KmPsdpnOGy53FbptCLYlZEmM8QrIeMR0XfF/Ha55dTTmPeWYa6li9ywKxvit17NZygU4odEtJ1pTmn0+mxfsW8WMjrP9gsNF4MpyCCpC+8Q6Que2soxnwG5/bzHnrlDB8/TScJZ6Wh8Tt45ei6CNsfgzHM/uZ0wbhy4dQzbAv/OF9lCTUXYO7RUJemvWNnfi8Ji64kqtOZLnqMYTfDHgkWafLCkx1m6TvYQIv1yaOY0q2Vs9yp2zOyzDBBmMEOCbm4Z/c3mPZWJ5+M4xLQ4kxZsJT7Ulzxc51xlzbXWPYfA9rHPDaRRH1CeK4B26tb3ATLynYYBnSphnDbeHt8jzEYlNmKx3GIQZLXFTyV5/2H5djHttwEvA4ykdFErh/AwnHVpWlHhSacjClhMYARYMKajQ+G3Cmb7qP2GKlRWDpUL3+S0jO1juIaEj4T6B83DylpmV3smR8/h5QKLRCufonImzvJqf0XQ7nBTPMvIg4vBE1gC3oRPBYXAkLmfWPkQtgaX/AJhHuNb9OxQKExK4UNAX0pSgNN3hlCYpWHQtR9WCziuyEJ+/TQpUkcc5u16DdaimxgePQvHZ8RptYeA0A+spugF5uIcfj1E+ELRGrUqKzrFSB2g6dKjIqLYhwUp1FCHBSdgWJXoE5QNPLtaElcOFGE3xktC6BJ+scc5QkOLFRPqOJMG96xtfXPyPaW9qIN7//vcD0HXdm14kyzLe9773fcWduXPnDvP5nL/4i7/gV3/1V6mqive///381E/9FEdHR1/x9b9k8x71/Mu8ZDJ2UsNMlyQ2BQSCIdCicBRO82M3PoWXlrO0QrKCddcQXIJTCj80DOe2Pz30VGnOE04dyjXMkzM6VTNsRgwYcNBV/E/XP8afTB/iqGu40jUIbTwHeA11S5iMCdqwdDV2kvH3B0uGlVA2LStnSCRhEjo6iToA52lwYWAfovIN4mfcnIwJheNYPIcm8N75Q5zNz2jwJM6RbE7rParjqTLwYgaqhUEAI/FQvgm57LebyHzgDMXSCEkXl/ewc5ylik/uZLyWW55adlz1Cu0eFIrJvd5uPhBx/BpNCBOcrNFSYnWGCgLritAGsEI5GVGs1+gmJi41kHcT0nYKWETDeJ1SqWPsRCCdIdkR353nhNWcVwaHDFsh9Zar5SmyO+HtrUUNLH54Fbc8w67vbnM1rTT4JMVITlI1BHdxb4+Bl6ACo2ZK6gsqs6TWCmM1o3oWC+vosFhUTwLyRuyPp+iE+5kwDr2GgZyi5WGcf5SVWVO4l7F0aHHoTUU4MA4VlQzIWL3hqpoM7TM0Bm8VIcnJgiK3TwOORgyhz0c1yRDtPYWrCPROgwe/cXiNwucZVDWyQQcheAl0OtAETUNg1kGnW+6Mb6M64drqERqpUaHFI2RNxqh7O0lWcDedELqtFNAFY+QJneCGw0hs6FrcqmGucsaupiLFEDBdBSdV5GzqdTnwCieBEDzPLAd8arzCKEUehNz2BrRqwTt0HxKWEJi5O3g0coEHCiDzGcdpxdjGOiEJQnCRBbYgp2LN0nRMG0NKQpdYPp/uoo3DpJr3rPsbGw8h/8apxH057cum2vhK2o0bN/ie7/meL/hemqZ85CMf4Ud/9Ef5oR/6IX7kR36E09NTfuVXfoWyLPmX//Jfkr/JoH7FVBtVTf6//wmvvnaT33toyo084Ynlkv/qlYphgC44DClGdRhvoFcYbpWjAYSKxpRoEgo7wmiDuVBZGnyO0wNaTjgZvYagSDrFXrP3wFHa+xSrl4RgUUREiBeFmk1OWgMHAAAgAElEQVTwec6zScnlteV39s6wEthphPef5Iy6KYfVnBPTMbYJk9fd3oKO50ZTjjPF/WLNUfcq7xy9g7zJuNFWDI1h/3hN0XQPVHHrB+pBz8MYgah1LH3ZVYfjlj7gJGuZ+IZR49kN8OLQ8PHdFK0Nz3jDLB3w+OdvbOPwob/mJiQCcN0IWftecrlDJ/c5oMKqBice8Zq6F3QcAFlmaGuH4Lf6Em5TFa0DzijmxQK/t0c1fZx5Y0nna/aPTxi0HS4bUnTrqAA2zJB1X+eSaFBC7ZeUZsGgGVLrGo0hZYQWg+oeRBwFPGsaCtEEOm5mt9hr9piEnfNpJiu6UCEoCiZb6gsBkIDF0SYB0xnmKpB6mPYbtwsGxEaNhX78fH+aeyDv8CbT3ALeT5AwQXGM0hV3zSHzZJeD9jVE4HZxxNIMeKx8iaJZxSLQ0NdlKPCjIXZvijpbYtZlBCH09/83O68xqi6RYkgd7Fu4MXyNaZeT2ozSWwYco2lxxqCbq2ThMq2kJGpBQv1A/wNQicblI7K2RYWaW3rEUmVk1nHoSwahT0LLea5oc/IJSiEb9JDEc6nvnTYt58nqi0iw1//+5rWLrzdAazSJ95FuvH//voGxjRkYAY4TR6kDR50m9ULIUrq3P0H7oQ9C/sXhpV/P9lXVpP5K2tHREX/4h3/4Bd9TSvHYY4/xsY99jN3d3e3rTz75JN/1Xd/Fn//5n/N93/d9X5uOhUD2+3+Kvv4qjwX4b146JQ0xZKCBz+y+hPYZeStMuwEj2w9oiFWqAHkoKGxOjyrnxMzZdTPES1/9abC+wisIG54l6fC4B6gPatXRpmc0asCoCYgOVBom1kFZMkhbVkHznfcL/mYSawKMTHjINyySjJOiRJWeic0emN3rxPPx/RdJnGbSKmbrRzHrDOXOOBsaVBMhhF6iUXg522XcrBlhSXp9Z+FBlI1GYYlKdWlIuOIWKLvLnUQxIRZdvb20PFVZnhvkmGGCDx03BwVX1xWwCWUoSpkyCEsEz7PThredTBE7wsoV7qnrpHIMHobBMhEfK80BX3essjGDpqGlJZGIhOmIiCJtPXurCT5olrde5CTNaLzQSSAPDtUs8KIJWYZeNecbbV+wVVDQUrJOFqQ+Z2hj/gajcH0dffykIXEDGlNSkBCkIwsFlVKR2bePv9ehxZoaJZq8u0BnGC0ETQrzQ8v+Dc2B2wTkYmjKiu0Nc/y4A7LgH9jUzlXxLgYaz1NkHijVgqFZx/CZhzKdcrN4gjop2OlOKOqK48kOfzN5lMvVGZeq18iDJRWB3R24eoQYgzqZb41DbIpvOb1KI44Ox1kaRZt22xGn2ZIczaRNWfMwgYCxmlx1BO71Cek3JuwFWGsY+QoVOlQI5LZkGpYY6Km+4xBu0WNybiS2eOPtUhCWAqPAdg5txuf1hvXNPOcMcM6htKbzbhtenlm4o2HiIQ+w02l2OghGcFoRZhPco1ciCeL/C9rX1UAkScITTzzxpp+5aBwADg8Pmc1m3Lp162vWL5kvYb3ezoj9C05zAGw658bkFrvrA2RxxGA1xIYodu5E4cSSOEgl9GguS241n5ve4dpiHx1SfNCUkjMKFfiOKivBBIpmzMynIJvFO0O5jtvDE4aZYtoKrZ4yGI4wqeKxpuG6byjcLv/5rX1SmyDe0oUVQxGedpcg8WBX/QLJcTQc2Yx3ne3x3LihNTNseAf5+lkGEnhYhFpZAgoT4G46ZJkMyG0Lto3Sj5xX/PZnIiJVhIYQzxlGKa51JzzUgUfjFNEzD72nvVpRjiDxHk9UO2uBAQFUQuPGKCz/4jindidMmj0qk+KSA15LFyivuNIEphfQWgKceqFKWnQIjKww7PvmA1Ecx3nCskTlGW9flHQScf4b9bMYK3ow2LPZYBSw0z0IR/RGA4qOjlY5XIBEDKQJWo84dQsGDnbsgLujwPWwYlYV7NiEQRgxDwFtYyw7CRFrHwCvhMxnzJYTlmlL4gMDH1DO40Ypy7JlReRcSlEUfXjnwY3NsRKNUqBMStpEOHPZP78ArAVSBbo/AT1cvsjt/GFeGTzFHV/z7rNP8G3H/57/7WiPXe4zT9eEDrTTZHWLu3cMWqGa8+LU0AceBSELhoxA1jTokOHalGl7iUqE20nBwAdsUIx9fa59Il0ks3ydfCpEFKO3bntsWumE2saCP6cCQx8wfkSu1hdyJn1oqMgIaRIT1gFOgJXA9HV5n4uGYrPuN69tcjGvbwXQes9advDhLCroAZdfx9oSANI0opeuHBLGYxgUX+CKb732lkIxffSjH+U3f/M3+bM/+zOSJB69b968ycnJCU899dTX5kdDYPHis1Tl8zzGLpYSRc6GGtvhePze43SmZZ3PmXeGy6srnOQjvKvJbeQBqsUBLRlniAwYhIxJN+XlyTGDJuVSneNFeHa65Jvml1F1PPYaN8YHi6gQUSFKEcIedX3EnWGHDKYU6hIH9jZ+dYaqLQ8HocxTWpMgrsLIkqASdBA6PSa1cyxgleVuccqoHlMEeO+ZIuHbeWX0MEP1bKQwDnBURpEhRAg6+rpNklG6HGc9Y2pSPBWGjBbT+6lyYRl1GsqBwbQpiKI1OYP6BIIjAXa6lpuZpe5a9nsETgHc04rWeUZuTq3H/SlhyUT9Hd48jlWK54d3SCXweLVmhOox8+eVsdfsgn9z+WUmwfNN93ZxLsWEIsq6Wt8/S49roxrxMHQI516Ax1M39xkxQfgiyJKNFxpArMcNEzI7IO8ilUqrFT615KogCQacRfyKq1UKeY7u4nFOkzJxOwQ60hCLxVyf2xEfwDv+dTrinc0CJYEBjiveQ9mSukjv4omULIVs6idiAZwAczFUChhk6MtHjG7cJStrFioSC76YwOks4z+71SIhwrOVOP7Z6f/JqR6Ru4phTzz3H90/49+PM3Ybz8BBEYSwLimTKXY0ZJJXJO2832C3gZ1YHY6QhpwQFIu0ZOAGZN7wWBtPaZtR7tCUVKQhQcjegB4DmFrL3Jgo5xuEfd9yLx1ivWXHNiQ8QhCw8ioa2ztG/YW8x1tLPUr526Tl/zjy/PefVQ8UwF3Mf8mFfxeNwhcK2zXA8/mYh2rLafoodXtGHkpyHhSED0VCKHLcI1ex73oarhzxVqTV+ELtS5L1fT3bzs4OH/3oR7l+/TqPP/44L730Ej/90z/NtWvX+Mmf/Mk3rYf4p1JtqJdf4+9e/H3uuNc4WAeEJbovVxOifm1AmNQJO03GbLVD4ScgOS+NnkAFT64Spq4h61E4QqAMBdKl6G4f101JfKxYnnUZNQ0FCZV0dBJrDzasr1losCrjsFJcqQouV/DE6oz14g6DqsJ14G1N1tQUviS3K7oANstopUBhsLqJCXeveHVyi5dHr7GWBt0ZrrULMtfx6Oo6QzrmCAZPRyQeNIOMwgTWIWEhGVoLM1uSACcM+fj+y6y0Y9JpdCTcwIrl1uAu0tQ0MqRKB/jpjHacUCwjPfrAObQ6Y9fV6LADXjDAJHg6FRkw75kSQ8swRE9MqzNydcy1tuFyayNbqYpxv2A0omLYRivBhIZP775M6jT4hMJFA7GFwBKLq2ptWIVRnyL2KAKNLFklZxAgIedB03d+snggFm0tq0Q2ksRoiTKvZt2gnY+iRZKinIZOCCZu/g7NUjJqMwIUK0nxQObPVdN++fHHyV2gsJbWGMauRZmM3LktJUZxITyCnCvRrRNFrRR2WGAP91F1g2kWjJ3mxYHQDBK+Q43Iqzb+mD+/0MC3JJznM4rgebyy7DhF1r9aqgFtp9DLkhZD6mqETXV1D7FO0kiPAggO4zKWxRxEkYRkaxzupGvO9ALrLTkFSS+jur2tzRpVoCZQcZ/U5mQhMHM1k+AoJOBDRhcOQeVYEqKUUojhXKOobENWOR4t4UP3YBwERG3DcY3SvTjQBbvy+ue9aYHeAMLLxYh/u3PIuxa3GfiYO8k3qKf+MyiFPzrAH+7jn3qUcLQP6UX6xW98ezOqjbeUgZhOp3zgAx/gj//4j/m1X/s1/uiP/oj3v//9/NIv/dKbJqjhKzAQN+5w5/pfczc7I9FLZhaCF4SU6G8alknFSVHilOGgvIrGkPuWo+aU3HVM3ZpzqZUURcaxEUzwVMrg04SpX5MES+pzCjwins8Xp1E1OQQSUSiJiO48NCRSkzpFYaHxNVmo0AItCYGUKGcYN9ZaDKXOqbKCUZPSypLELVHU7LgpZ6ZmbXbZtTnaWQ7qY4pgsQK30hG4wEkyYj0YM5gNyI5POahKDpsz9l25JUUY0XJ9CP/20suE4LhaDlHAylSs0xVoj+I+C7UmxyDGUOcDTIgqWp2qqZOalVylSvdouUTHLoXvKGiYZ3CqNLmFTMLrFqdCJFCzopGSTjmUziJtQ4C9dvj/sPdez7Zk933f57dCh51PuOemCRhgkEmIATRpumRLdtmWXXrRu5/84n/MVS5brnJZDxbpF8uiZDMIBEESMEgMMJhw5+aTduruFX5+WL33vQMWRZGgJUCeVXVrquacHU736vVL38Cdbo4zlnvbBTIG60NGKhTZbZGHkBaoqTCyxqCsq0u69pq+2rLTCqsVIjISDUEwZCMl4x6/zRMD60pwxuJiwqhgQ4FcHgbXwpgoqrKbDLhQhAcHUXau5ZPJORblXty+ep3A75yd8run53x3ueSTpuHvv7gk5wJPnaBH/adD8MsKt/aUZMBlw7W15MoytDXL58+R+JJke+6lgbd3W9pbRaxFUun9Zc0MCHog7RyDonxKJwqgty0qvrQNY8TZhM2vjHHimOqUa1C8KKwIrcxxyR+HwQL88/NHXPRLsjXElKmoC2Lq0B4a/6lzBBPYVE9ougPkPlMkzBVrNkSUnbRUuga5JZMxBnarGnaRSkvVYjEji6Oil4YgNX969pCTbj1qcCoHg6kDdvMn2e2M97XSzG9fvMWi7zkftkwYiECQIs6eXUWeTJDZhDybkD/3Bnryk/CRf/frXxcg/q2imP6/XH9TFJP5s/fxv/XP+O2zb7Ho4Cu7PfNuhqQZXu9gKCzlT/cUf8JsBYgUVqkZf/bcwrWHXh1RDV/pMjUZQ0bFIAz80eIJH0yu+cb1fe71Z2OWpsfPsBRD+0EiOhbgCnRmgmjGazj+/tZ4hnpCkwfq8IjMFS6fIFIh2vKRi2wrRxthEYQThV4S/3L+JmdhYILSkHjY3+JSJqeKzg3UydLZjgm+/M0KMZXBu9jEVgaiG7icXhbyWIwQV2S5h56f4ELLaWiR4RL6G9bmOTtzCumLVFoO3dP459jRX+vWQciGhSpeX0kpKwmM8nTyITZVTIcV4lvqYXycJY8zecWpGeUfBFJdZEZMHK9TYE+DI2Cl9PN7c8vzkw/IWN73X+GdlxWV2VBLTTOfYEPEXe2oDtcA+N4ETF3xxjriUx5loTnOE4oSa7mfyVt+MHvCsg/UQ0MbTkgm0lCErdwhpx4Hrh/Unv/5jTfIIvzDJ4/56m5PADbVHB+KXtBEw5F4mNXww+oe9+MaGTWHsg34CqpdJJlbstuAgBtWOKZk7zBDOMLH1kZxZCose2paDbgjF6VUbZIgGcetPWOMe0zkijpHbCpM+x6LIR0rtMNKxxZdOpLb/vt3vsPD7QkX3RyThQfdKT4X3+hm/NvUO2hb0qTmMvwRdq/Mdis8DaKeJILS873556nI3B8+oIprnLVIFIblOWvg9GrA6kHo49XKwP9278sMQfni5iVv9JecjM/Uowr8AOccVAnS6AHoR00q5f12wb9c3eGd7S2/cfuCtV2NwVuhdtg7C/y7D4i//NWfucrhsP51KKafqQrip1l/owpCFTVQfe+HfPnZis9t79CEU0BxzLAUefO/iG442MuP6U68w9rfjKQcwWCY6uGhyKxCjZMKJ2UqeNC+vNc31NmxsUod3hiZpolXNvNjBoZhPz56guB1GLEzpZO+w5DVEjE4Mj69pFbGXKnGUDHNjvNgOEmGiYx2uQgn6QWXboLLAw+7LbECF4VEy2AsPs/YmcBzH5llCwIpnIFOSBKxIuWgDUUZtc6Js76hDUqzfpPldkC2n6CdJWHx0dBEpcodThPL9NHRmlGANsNUFTf6QAi5yJJLgVFeTp9gRHBUoCu8WgJjyq6RndsDZkS0GEQnCAtQDyR6N5DM7ZE34asGufeA9sE3+dPhF5luJ4gOkGp8TsyrCcMwmuYcG4jCxgs/PK2pRKhios6vIW+MwFhxZGd44XvWYUbwNzxbPcX3jjo2RyXXsqdKto7AKmd+/fqa37y64m4ogH0j4JsiDmhikaA+ZLpRlKdugdGGAUtFxzQHNBQYstUGmxe4uMC44qkQUy6e2FSIJLwKGUtna37cvFUAClZ4NCntL6whmD1VzjSpG3kSW3of8eGwc4UknjiyCOTYdHp1bQ7S94Lw1Zs7/NnyOY/bDRLf5N5gmeR8pMgd2z3ew6SmkXuY20iVKyx+3MPQW8fHk7tEXzFPmSqtMTpA9qTQspt6BmOpciao/kV/DfNHZL1DbybcDTejy0MRNGw4IMYMa7vj0eKS3g8MMjDJnrMQ+cbmirf63ZgcJq7NAkcgOYeczuE//Sb4n83gAD+Fmuu/9ytnMA68Ra0ppBdtsHqfAyTwJ4NDASaa8SEAVcX0n6OxysvJJ+RuyoXuqYA7wVDCzSvJ4PJ+B3xMxVu7O3x/Zngx21L1X+c0PKNmg+X1ikhYcPDiKA/YRip6DSwRdtLQ+5ogDpc3OJ1SSQ9HjgK88OBTsYus9RUaaRUrvp5eIiRqU/H9qWElwul2z9rOiQJ1OuORv+GDSeLXbhSpX/ISaLF4lNpOaYaKRZyT6VDZo+ECG6dI+yOsyezpuFHBYQgYKu2Y6oaDtUpZhjzKG2RTsrBXqJJAxtKEJdv6kmqYUcc55C0YIauQJXPrb3ja3PJwf855J1jZQ54BDWjFNAaSjyC5uMgNA/rJc/zVmuHON6hd5O5OCNlwmqDb7bBdkZZDEk4Vi+Nzg5A7z/Wq5Q4Oue3Jo+8FCmlSgwg7E7kctkywvNS7zK5OsSbjqsKVkDgi4bSQC83Yu7YHJM5ru2DYbUgaSLTIa+pGt2bC08mUbez53HaDHYekWUA0lSssHueL7/O+adgn4fz2CgioeoTAsGrZxiniPSnVxAyP2i2zXpmGTGwG9qrUyZDkir1GqqFMehKGA4HSUBFJ2IM/9TE6CAZLorTivBr+60++TAK+NVsR0rrwLTKjRIhBHdjbDckITKesK/DxMD8qT1SdKMmeNTxqTvh8n/CpY8AgSZg8g7nN6OmS5/sr3tocdlu5vv30Cb/87LtU4W0cymBKe+m9+j53h5cs6XGaWeQpOkBnBhZDg1E3ngkHlbJMpQNn+ZrtfEVtMvWqJv4b6Nn9rK7/f1cQxkBOuO++xzDcQtbjpvlJH6hXPVbYU9HjyDgyiUtraYbfZHH9DRaxxvlHpbDAEJggxNGHoYSJIAf1GCE1LWfZcla1LNw1qMWnNXZ8iOCIDeH146IXx77OxGzxmnk0ueDWtVy2Sx52G2weswJt2BrD4KTYOmphWluEgZ6iZaQkq4hxBJRvnSjeOaZdx65O9K7nnX3g9048V07pFM7SOYPcx7DBpWL+qDjAkzmhz2/ik8f5p4DyR1aKcQ2O3k+pUOqxTXI46Hbj3xeAYbzWakreHiUSxOGHOZP+BGGKcRVmOCPpwAaPN45FnHPtK/Z6zjImVAK9bEuLyazBKBP11K/lkUYhhchiv+Xjes69fs0q7qk18NSCJkOjr8baFuFPlic815qTKIhYrkYv5t5ajBHsMEDVICnwx9MnzKOjoiOajrthhlOLSx5VWxzIxqlmEXQr73m8+ZTWVS97EHhJ5JFraXPZIU+qM57NP8eD/TWn8ZZmrMiiTMhSROhS05DffYvuS2/w0ivvy4T7N1fF7EgyIrCrW9q446W/YBYLeXAre55OEtkadrOBuZni+uLpPaFCR6ywwdAjZIkYKY0psaUKVGfIokXh2GjxWx/LpTTe7wkDswQVCmk13v3R+06kuAwuZ3Q3T9hJoFY3tubKU1WnxLo9w2XHSbgijbr0A44kFZI7Jvsd33kD7l2l19BSQvADH60+wKfIRub01RO8Sbys5rhoaCnIqywgvmK1b8ehdpFDSeTC/B+fVGsTTZOwrZB/8avo2V+tiP3vcv3cDKl/mvU3NgzyHi5vuLr5EZqUaJSclYHluD0L0uUwHUjAD6fnhOxRiWwRnk7WTOyfYKo/x1cfHc1DBM+GM6pjBZFJkrl2t+z8gq339Pfu0g77EqxixkZIZkWnHX7syx/CA/Cp/4puCGbgVDP3hpecmA1343MmUcniEKkxYjBS5iEqwt5Ak0qZHWyiqzZEp2SN2GhYBYtWnnUjzEzDvd3AKhbNoa+vE2d9kcbo5A69WzEwo1VF6PFkOrlLL6e08hGiHjFbRBK/v6pYZOU0JS6bJVVKtBqpjy0HuDbCP74/pw6RawuXznCRDsPixA7DxmZyLnzbRjK1rrFqaNiR1YEYToaGOj2gqhRrLS/MwI1LVGN7IfAXoY1XMmFwjne7j5mGS4SuTIHEc+0Er0IwBqvwYdXw3mSBs/DC1bwnnmXXYQSuZkt8TpAM2ViqPjC0lu8sn7G1A28MJ5wyg3FIvAWe1pYq5uK5XFXYlArbV16hg/ZVdxx+T1TxVHzULjHZsIwb7g+lxXmSbl/JrIgl0RQNoLCjenlF2FxShQ1DHrjUBXXojh4POSWMMZzGK7YypY57zvvIRooj3ax6wLyusF3A5PKag6yLGau955WU4C/FEVFXM+Ky6GDl2sIQC0FNYSuWXpTOGfaSOUklQSOvSnUvCdQi6iDuka5n0gm9T+xMZJarI7Jxknvu5Svu9VdUKfJxdY/eNqipuKlPuR9eYBBOqhk/qLdIn2m0tIMX3QlNmDBUPX3zhGxLcrbMz2ljJkpdWnkAcU8ikk1gW12xNtfM8hLBECUQJBDevEN68wK9OEe/9O7P7OzhsD4LEH/Vcpb3tt9mbbckp+zbzGk1p5/dRXyFHToyysbAy1N4+WbiiSwwQySJ0IQ9tWYqEkmUiKWiuGd5Og7d4oyydz3qMiZ31JrxcQdf+zJsd7irLX1QbklEGZiSOZD4txTd/QogG7Yyo2mX2FnmqromeYdTQ1bYVq7YlY59cYtQJ0Wl/L/FOAx1FLMdlUxFi6foHZ13yoN1ZtoPXEmZc5hcxMo2fstjN+NZs6DWKScIojMqXmBRPBsqrjAmEe2aLKX5cFlP+dbKoghv9lvOUmAyZrqHsfxEMxvv+T8uFmy95Teue6YoOItNCS+GjTV0zjGJwjwnRDLWFJOkDseNb9mbhji5wNYtptsjGpGcOaFcj8emVCgOc2xxdShP2nO28wum6UNMVDwtk1wO6E6gTZmI8P50xu+envFxO6WKiYziNVGnyHTI9NYzMWBzghS40Dm/sL/Ll64XLGONTYpERbylMcJA8esICk0s2j4HNA/j9VFV1s2WWZhgqFkpPAw9Sw1MyEzTnnnash1/P0xqxCh1lWnCDivj9GS3J2pgyp4T0zHrlNHOAJeVNJtRbTOLuKHSjo0IJ9FxNtjS2jk/hyHDEI+wqyRx1CtK7LwnaWkR3jQO31TY3Q6z7pCux2YdEy7lqZ+XdhLKJCkNB5VbB7kCrcfPGEpVkhIWQ5sq6lQYMa8jrDQDlUeHwHm8YesWRFvz9u59/Hifq93Avc4xV3PkOpXPnzIbljSx5aPTH1KlmmyUTqZkvyIZSxMDNYYn9VOmcUqbFtR5RtkhBsEy+Mj2Vz6HeeMt5MtfQ34OCHGfBYi/Yulyzpl5wLP8lEmsuXP6RcydC2p6bC0F7QGsW+WHD4XJdeRh17EcIudhz1wLYiaLUgBu5eApiImEJTGgBGnJJIKJiLEgEYPBTlbYjx8jMfPY3kVQ1nWiSYUFm3D8/tLzYCjvn3OLI9G5KXH+JrezxPy2WGUiwkdemRRo1TGbdBh85dnOK7IqdszWrDpcrjC56H8e5iQaVnxkH/C9eWKaInMyg0tcNoEHIfKwu2Rpd1SqOHdFlbbHwz6MpLtUJhQMWB67N/haF2iz4kPFjDAOSYu/wIGg9rl94u9e7fil9TDKFwjZGlw2OIRFsszzipZuRMkISWrea2Zs3IAbReXafEvdUcxl2PKsgtNUDqAbCx9OoJOaxBRrLHMNhKpmnw1D9xbz6LGUIXyrykKVLHBVe4KFT9opvXGgyj989pjeVjxrG3q7oJnO8HGLHboyo7KmEOycOdrOijPFaTAri1gCgpMyh0hkrIzHl8BLF3Dq6eqOHy0+ZrpvqamPrblDJZQw7EW4cRZtG6q2wYtBYjjKXlts8SpxBq0s4ieYBJJHXXCzhMkJkgckBTrjS/sLIYdA6gJpOkX6gIof20nCUGdMrnhRWV7Ma64nNd5YzjcDZtcjpBFk8aq102hg7RpMggalHisZpENMQmxC7L60pcYXHl5fAvtrHgtSgqiOoAbJsIxrVuF6xP4xmv4c0pHRmxo9fisR8KlitT9jV2+Z9jMem3f5qJqzq2rWeO7HnsvpS6ZhMu53LZWaMWglyHSO/L2/j7v/JuJ/PmYPnw2p/w2W+dIX+Nq7/x2khNxsiFVFHAbM1S0DSvWH32PT7ti3V5xuEm09JceeOAwMwBKwWrbtlU+ch8MWLvu3m9T0cUU9WJqkRBMwSWh72H3vRxgiU6PczpYshi0mZd5rJ1QaudtZ/vhkzvuzHf/Now1WhEoEu+/JVxtOs2VvHSZCG+ClFb69hPNGWXvDxVY5SZDnFdvU8/5U+UqAk3EKn7W0B4wWzKMoEO+SJh2PZjNOU+TebsM8el5qx7Nqz6JqqPya2lr8Lo0jw8yWPcEasgitqRmiJ0rD28OGPz19k9N+xzK9wA9XJBLgyLZHk+KYfgoUoEBuPdKF4yjbSMbQl1MhQwYAACAASURBVIaGHODHmd7c58fTp7y93TMZNtzpM41cgRbGtomGjSgzhYcRLrYQ60RV7bB9qWTe2j2HnJHkibocpzMRwdALRJTfnU9pVPkvn37ISYgsYyaq4evDQGpqatnyiVbYbsAYgxEt7PQ4Zt2MOH9noamJzuNfXPE+sADOZITnjvhTVbiaZnYGVrtTvtifUgPDpMXt91hN3I6cjwmZqRqmMWN2PW5mwdhxDvFKmrvKHhdasq/R5RzVm6IPFntctyXbU2SwSLIsGbhxNVGEaU6sh8jl7RPeFINkwFk665CqZlg1PDCG2bAlG8u929uRMFdEWQrAQ7Hj31Zr5EFYl1TKlOqXkQsi0r/yxuZQRY0/GzkWr8NVFTCiEIuhVpq1sNmPAYdRth2OkipiX0tMxg/WglCrw5y3rwoo5IQXfI9zXjjP27G0iudpxtPmOafDCU2scWoJrSMup8SvfhG7POHfl/VZBfH6EgFri05KXcGkRc9W6NmKdL5iuTe83TxksXzA9MlLdtse1UQjpa8dyfzBaeTSO+51r73vxKFnK252jj57mmxZ9pZaSn3xQTOBGGlIBDNHcFwMO84T3I89rQZ+/WbLh60jG1gNGZMqVCZl84drqqC4UQPmBAfO0Vm43xve3ZeHwoXIqnOcd5k67xAMmcTTSglaE3T0HG4myP6cVeh4Oen4pK55uysaqifBYbOyV/AhYu0EvyvjRkHpzECwBc2Spp7BOtQInR+o8pYvb59wHrZkSeyrNXv2vDfZ0eYG0VFGGSELdHWDCW0ZZb7OKyCOmJEDDDizCI46n9EZw8N+x/yIFBtbc5qoKeDgSPGilvm8tHOGkU8y6jobMlarclBrApN5fzLlf724z3fnK24MfGO75o2QaRS8KBGljhHTVOzzS6oQ8bmgnsyQMSl/CvYgtsx6dLXAXt0yE/jxvBgKNflA8ys5csqZDYG9UWrxNFqc1myKDGT+aDLlpatoYxEPnEBpYw0R1YT0gRJ2XvF5tKnQ83PEO8zzS4iRASUyYLc9NteIKkYDrSamOVKh/GCSsEYwxtB7qE9WPM6GfojF+7ltqB/cYz4k3HqHya/EBBMOpPAkyslfaoGIYXCWfTujzwaTMzdUfGSWVFrqUIOyxxSTHnnl8gfjPE4OkzopVWMowfhgFa9osc8eK4Wi4WcLIGCsRMuMMbDjlIrh+P53w44mDcxjjwdmYco8zGlyTSUVagS9d5f8y78Iv/KNf/sOmD/l+qyC+FtYeu8O4XTJsIuY55e4779HG5W+jDIxAsF1XDUV350WPP/Dvmzck2mDyYG7wzWSFtSaERs4HEdPJ3MeNTPi+gVt+AEvzRLnlHshIWLGJyDzj57ti+6OAKZIgpeJa0KshVSG2iZEPr/x5MmEfL5Eu6dMQ4AIHRah6CVt3RoDXAwLkgSqEYeU+0RuE7J/wH/29Pv09R6TU8GV2BuC39HqCT5W2NtbUjYYU1RwprllU6/LXKOtmboZ768zDFtW3ZbZEMZD3RXl2vaWvt3wh5MtF7tzPt+d0eC4rPYsr+9jzS3gEZuOKBFXlz6zxxz7K16e8nb3ZJT/GIcvo9Lpi8kaN8B5nJEOzYUMMgTYda9lqaODmAH0hkx9RJz92aTl26szVDNfu13z+T4d1UAPg1oF4m7HUi29DUgamyFiPsUgVoVUV6SmRmLRDmoUfvkWXkiBuB7YMqBcBMdpzAiKTZksoRDyRKnUcl3d56Wv2eoVXxrWzPIOyEgCsz9I9L0uHwLSDYgz2A8+gWHgysCoa0jt1nCAWWeHxjmp3uBzoOYZt36JNy3zHPmw31FvAztjGIxhfn3DWb9HNjskvvINKZq1kUFPClx4vHFJoKOo6944w371Jm9df0iiwjuL72IJKCT2sqTVPdF7yAmTUkFg6YFxURIVRTCjYrIe474h+IAUaNyryEGBUINjIJZ5k5sgMZQWMxEDTDTywtfcCX1RkR0xVAroxRl654z81gP4OQsOf9X6LED8NVaXK3rxTB6/JGXDqSauDGyBWhN1NPzKVeJbK8c/uyu0Ef7Bc1hd3+JCsVCM5hYObFeKE8K9bsPvL+/xaDbjZBP5By8fYw+CcuaQSY4oKgNmZL/aIzC0gGazMaBKaD06adDVHKsGCeF4OHgiwVQkEaZhRsFxGKqDjMSRAPLnaLNiMAGrA1trMSnh0pyZGVhrhaSqvK8BCAQRonMsmjfpnDDvFFtFvn7dA4/L980XqIVLk6i6c+bdBXdvZMxvDXtbk9OA5AskTVBuysVXEDdeh5gYKXQckGW3LmOzlow+l4PBqCBa8f35B5z2M5p1hU2OJEpQwW13eD1kt688KQQQqwT6Ubwd7mwC/233AU/rls/fFN2mwz05HAnFa0FpxdDGmsweI/Jac+fV4WHWRQ59aDiS3gA6f0I13NCSj8e6kvCHQYMp4oOZjBqLaOI3to/5Hy/+DpuJct7dompB9mN3vWDAciquiEnGmJpBnr5A9j0I/GAOswBVgDoWtVsBVAJZhKQLTN6wChXbyTVrWZPbJX/Cgv9wc8ksRZIxTIaADQOk1x3oSvAFpeaKPLZiO4l82EaCrfCpQuhxqefWzmmHLW/H25GvE1B6ejdHskPcFJ0vafz3cPsWt5PCmwhmnFSPA/nXgmKc1ORmzk62VFcdNlfHe5FxWBko9ZilTj9ka+6StGGuRRV5njKikY0YZtpjSGR8EeJ78x7pzhmsfvZkNH7a9VmL6a+x9jtl+lv/O/Pv/AluV/qRrSozVWpgZx2ijt+8hCrDr79UHnRQpSKLbcZObOFbFvRLZ/Y484x393ve3Q78wvqmtHlMPJ4n+kqJAdEDm+I1TgRKbwq21lL63QZB33iI/fgx9JFDkDEoXgMv2zWgZKMkUayrkFwGsZBRtajp2UrFjWS+O5vhVXFZWeQZjVpCKdILRssKZtogCMNqwSxmvCpgyRtLUI8x25IV54ZrF4kWqqy87qvWq6HHs3Z7Jv390ucmYWx/0K8AVbIIt62yqypcqEhZSWZP1kQmUjHCI6lYDhU/Wjwjm4p5X2OwrI0hqzAbr8s1LRupMISjXedTb1mPbbffW93no2ZemB4GPtdvX2Xjh/0Bo3kUo6+GFKimFzQHjBzGpaMHxBDYzKdUI7oHwCfDM/eASntqIjq2QF4ddaXtJAh5lPtuc+Sb64/56vYlEls0G7A7hCJrEenJkkmj+xxksirEWGxxgU8q4fuTInHyo+mSaQh4MnuXeTHvmA4BNPFCWrw2sDznjtzj+9OKRyq8ue8xMTKBo/Dd4cIYIJtET48fGdCCsje3XLtMFEeUzJ0cuJCeCYFJGhCUKBAErFxR2x3r6oz1/C7m1FBXz4gPPQQwXYEWv4JZyPErZAqEN81nGK2ot+FT9y6IQdTT0LAzAYzS6I6lvppzZKBWZUomyw4rRfolWSH8+q/AV774c1s9fIZi+lta+v0fs/yDb31KtE0p/AIFdk759jzxxa3h3T2QI6hij4C68vt7A16FwUc27TXRDVTeMd1XIHFsWb0KAIly4CQMdqyZj9wMEX40cXwyMUyHjFfBGIvJkGZz7OUlKfoCCRyPp42Z82L2rLi6Cdy2e5rqBNPviViCKGoSKhmrHdtqyw+nE543hnUVSWo4y0ojijfC4MGkDCEhMRYfAEZi1HZLjDVP7JRKPbbEMQZriC6NYqJFeWqgpiXiiWyrS9ZVok1VGUzbzauASXnNc78jS089RJwpc4AgEYulxY83x9Fmx7Q/4/fmU+52hp3LDOaE4Pesxnb4+9UJg69J6rGjMY0i/HgxY6uZ/3j9kkXOrNLAr61f/AUEEeVSsnXFRMoqVMYVpr6R0aNDx3tQvPqOgSVV+Fz2ryewytc0Y2tjK1NupMJKxEqBlqoUL+p93WGzOc42VGBf9xhTZEHMqP3VccXWF88LI0osUbeIF46vfTDA1gpe4VuLU769POFb85Y/W1xxmi85i4Ko5dG0oVKLaU7AOn7h0cc8t5mnznG/D2xkwqaONApqbZETUTBqiD6SNGGkMDbVgDEvudMZ7sSC0LNuzvN759B4jGZeVoZ/9caUXb0kVxO8GlbhBb7fkVOF6Z6jZoPYGZJnSByOlcuRKT3uOdv1kBIu5lHDCfZGeOEtPmUcwoSKJldH3a3D/X1VLQpZihJuris4nSJf/Dq6+sv1jH7W12cB4m9hxaGn+ue/g73ZloaOlEN7b+BHbeaDBt5rioHJV/al/3kjkb0oqfVF/llh4zI/WArLzrD3A8F0NKnmJNzF5YjTMTjIqM2jwnPbHn0AnBpINQdRNhG48bC3lkUe9W+qCpMM7AbsfjOKHsyIVEBPFMvG3ufJycc8m22x6S5315ag12ztlq3zRQsJwQicJ3ire4YRWGjk8yEgzqDzwiZPQyJQ2l9ZoRn77mbbY4aBDVv+8RsnPG0haGZvhTthFDcUoVHLpX/A4+YtlvGaxICTyNN5wA4bGltMfuAAcRyRYRr4cXPDInoEi8s1U62ZHg7fYxS3qE10NvGtO2t2kw2x6ojOcLEvwXttLNtqhrUVO2mZxA0LlId9z8U4YL4TOu4N+9dmFuPe4BWJcqFl/mSB3ghqXUEzqcGkblQIdcQxaahDQMKEvSu57is+7iG7rfj24j4hWep8GOGXvdCbfeGZZINKqTZuK0hZaMZ6VfA4Km7rp9xUHUkVzQ6Lw2NJvgJNDAIXvXIW4Qtdz58slmx8w6/eWH712pbKNyc+aSqSRlLY8tFyzsNnt3x+t+Htfsuz+ozH1QmXbc82REJWgoc6l8TGZVdmBkjx0lbhurnmxl3htEaxrB/e4bff6rE3PSe3A//0IvKnk8gP6si7zzum+y1+yEhMuGhw7RfwmzlmkzH7nkwmm0LsRMoeHkxpg6as2JiOib4BPmoqBKFOsVRqUoYxOyPHqu6wDtvJUKFW4c455uRN4t/5CrhPKy/8PK3PAsRPuVSVq2fv03z4lHS1OR4GheAEv3XP8ueTgIjw69eGJicchhbhqs6sJ4ZsKqpoQIVPWlCZUqeKOixYpROoDNEnXNC/8PkBx5VtedJUxDxlmkEkICO1dhGUaw8bKyyjpe4VdI5JO0QjgT2egM8BK0LWPS7PaLsvc3b7Od5Y70myp9YJlTokK72vsBimY5vIa8PFYFgML3B5g+SEZs96WjHdZposVBR1VBWLxIBNaRS9g2+f1fwPb57xcVsTrfAL6465GqpU4XCgiSezd9hJg9NrbMw03LBte2yK1FqRxiPPULLlafach4ZgM9NUE8Wwtp61Ks0BBikZTKJSoQbu7j372Q9Z9ZGzzVew2uLpWeSex9YQUAw7qljRSpFv/snGQZGKeHWIj3GcSsp+MMClBTGCaKZTqKoGpOJHpgxQs5RrhYBLZQbkJDBQgo0de+gVge/Mz0EKETMkoSERxZAwDHbHtioyMTZ76sgI5RReKZc6pvGUZCM7b5mHhhaHRDlWljdSnNZaYJESv3F9zX9yfcnbXTdiJAqM2cUrbp0ryVHacb4TptlS43lvcpeklqleIehR78tFxVCQYiUs2WM2vqm2hDqwtzuGuuJ/Wn6HN36svP0M2pz5w9OB3kS+fJX4lRvD2kdyFjRHBpdxqribHSZEVJS9eU42kagDlpI4eOUozlgBV+IJWCyZzhquKotPCUciiZBWU56izGP+FJSW8X5pU8HJBfmXvkH85td/btzh/rL1WYD4KVceOnbXz3DvP8bf7tibTDKQNONE+PyNZZngXi98oTNkk7iyO6IqToW5LHE6RcVhVWii47q9R2+VE7vCuIZYXyNdQZ586kASaIi8NJZWlevaILLDE4sLGWXj3+2Vu0OmiQbirOhKmYK13foemx0uFyctj6HRPYt4wyKuMUSS2aAqCAVCWeexWhmhoVtGBVgBzC2GiES4bJc0Q3zVrhBQZ7BRGVlhmLzi167WfGHdMc2R/+jyltNY5iFGMqqeWgfacMvOzTGpYpVvWMQZZ0Nx5zPjvOMQPg/D+Vods+zoTeLKCC7XJFPjdBh/41W2P03CKho+d3OPi/0pyWyp8h5GjPwqeSpdsYhCRQ+aCShBDrP7BFKy4eM9kgMG/4DEFbK1fGc2wSel08x17ZmdLrG7wD950PKnpw3byvLmLhRNIBPQbMmmqKaqcmQNBAKnfc/H0yXXvuHERjpv6esZ2QYm+wnzVFNlP461Aw0WN7IpXglOCpO0ZBHGFlFypVWqIEYZ6Ng6S6Ul0B+WUpj52RqiGLzdckcjp8OeF9ZhXEOOZdZx62qu6xmzAbz0dFapo6NRaMdwdbDpKYxpYd6dUceWZXfCGuEPTj7hv3h8h0kQZmr4pDXcVj1fuIKHvadKRZXAIDxtYLlN+KDHIL2ffsxm8hHBbWiGc4wUHI6F42zJoXzcrHBZWcWBvbdc1TU9yllTozrhqTc8yQMn+SBbPrKaBHCe9OUvEH/zl6H+yw/Xn5f1WYD4KZcMkf3tFe5Hn3CyDUSFIIqo8O3ZGxiFB72wHAAMbTZkC/s6k13LjrukKFiNGCvU1nAvNZzvmnKQtT3sdwixOJCNS0fc99ZaxF2ydy952AdmSRlGepQZPXyPvVKTQTrK41C8nyMtT2ZXzIclNpcH7KDzc2AeZc1s3Y7nXnlaC8vkeVJ9gSbtETJbJwRVjFYEnVLhUZa8MKM8s8DgHdY69HSB3XSAIEZBesDxZt/xje2Ok5DR0xnSl36xSAJJNLrlPDxjmddlbjP2AsrhbHBjVnrIjIWDfihYVbY+skw91mzJamjhmEkzfscDulHEsLGC5jxyIzIzArN8TStbDIlOplQyEIBr6aikmMQg9lNGOvraPzHQmQUbm/l44riqi0R6l1r2fYCsXNWGmwqWIbMKA1Eit5NbumnGzpfYfdErSgSiCTTa807Y8k5/w5TMt+saG4XstjhK1bAxhTjYqsEcj/hyleQwCMj5aMZj0DIfkTw6pGXanJCxESkY9giPZhOCEabGcGsTzVAR7ZZsM/c75bGvGaxQq/L5vnhCWxHe3nesAgQENFGR+LBe0GYdqxbGdpOhShO8VtQZfvfsMV9Zn9BGwzTXfOVG2FnP164tO5/Z2SLT9J3zyMcXmS9fWvwoWrgTmIRTVALkmjYuUdyRhX1wejPAWdzhNFGROQ+Z+33gNMHWnkCfuL/f0eTIzu4KckyFJBnjG6gs/W9+E36O5w6vr88CxE+5BGiyQ3/8AfW6Z6LCVA0ThP/r7G3+xepNZimg4nA5M02KyzW1LmmjpQ/KZbMC63gxO2dyMsXPB/SOx+wvsTe3uAjJdpDNOF4sB+CtNbw/neBSBrnlavYxbhA2bQO5PcI09bXUuvRfI+AZxKDUzNIpKRfZD0xC3TgwQOlIJDwpG340m2DcnIf7AaPKlb9Dk7Z8dw7/y/2iPXQxGCpq1BgmGJ4uG7KBynh4+wFa15j9HgnFXiVLKtIJ4+BdjUGnE2RXKpwCxIwjsusgUGjGw8ygoqQiEsHr6K3DPIIxCFRZ2NgyEFWGo8nRp3AtUlpEqiCaizijVSYHcpoz4GypbiYVIVhEArgbJtkjIiNk0x4zdBiVPseAMeiUh13PLEVOQwZaQooEXzEJNe/e9NwdPuH+LjL4LZvpLXhQk7HThzzyHWe74ufRub4g17IUuZGYeavrOQ8dhiuS38Kspc6OtS6o88Hqs2yGMi8b5xrjF96KFMc+yePBafAYLIrB4dRhvKFva/bG0XQ9Q0pc+jXNcEJMDbPhlElseBgid4MyHS/EWdxzEXbUZBqUpWZmwPebgd89eYe3+w21js57lLbsYW84LG/s53w42bAIFatQPC7e7fYssrBIht+5E/mnb2x5Nt3wH+z2nHUzfCzVUsBwZWtyvsCEKZZEei2BOlZTlUcyOHmFoDtUhNf+AtXSk5po4NsXP+Z7q0ec9G0xBfMWufeA/Es/uwZAf931WYD4aZe1mLqmvdpjX16inaLZIyTud7f8i9O3eVpPUVG+tL/C5ccMMnDtHTrM8WZPG28QUeZ+y0ICJiXMeou9vj1uUJs9t9YxSDWSsJQ/ntTsxHA3JtzQcLE/I+sFnctMkhlRQI6NFIZzgVZqqRBMZPA1Pm+RciJiZSA5T5xMiJOWl7KnE7ipayZaMxsc22bKeYhM85ZpuiGTeadX3uoSd3tleUAxKlhjWOwD2TaExRTXBVxToQzorqOTDRtzQ9SRB2INLOZwvSVJ8WEuh/xudOtS8jEcGKJ4elq2nNDQjYyPg8jaYRXUu8cyNRUfTpTN1DEJQvUaX+HVrys7Y9iqcqJCm0vro4gS6igPoUiO5Bxwkng2e47DItFgsPhRvKIw6MsNPEhXZzV4FZoszKLhUVWxc7bIrKvFktg1z/ERpqHGJ4fLlmk+w9UL3tdrTrvS4rO5wmBxao/7xFBaJpPU4pKQV0vMO1/E3j5Gk4xmSZ9eHaV1ZBSCOJ5a6K2hyxNaasqA3OAo8hw6aali4BLYo2TjuOgdm+oWkzyz7LHSf+qDjj7Mr1VWhx8H6/j91X3mRDQrTYp4kTJcRwiUmcp5aHh3t+Ak1wQymmdkKcBwo8KXt46/96Llm1c1p5xTa43mcqDXKFNNTHOilkRHYEtFHPVmjXcYZyAGsFLwyukVxygCCVtE/jDsTYvxO/7vh/8PT5ZbTvKUm1nH9D//R8jJz7aE919nfRYg/jaWNTCbYL//HjlEBjPBkpnmgb978yHvdpe8Nbxkla7B/RCXLRvTsE/v4MwGKwMu7dloxqeE7XpCP+Bj+tTD/Nh6nrsJi6Q0GrnynioOnA+ZvkqErBhZMdQDLlLUMXNLkEQwij9Yb8rYJvBTSJGKwIFTG3Nms5jzJ7PAP7l4yvnQINmzITHHcxprfOWwIWBGZI1BWMZRBHB8pA7fe6Owd3CTE6cvdrira9jsMQrXboOhuIzdVjv6ZcWktwwEdCRulflF0SFVEayx7NXRi2dj7vBJ86tIduzMgok+53UQYxmgKiquHPGqrILwr+53bCdCO7T4VJwFknjMCPG8FktyuZDqKIeD41WfWsb37QwksUxCy97tSZqZ6ZSn5pRH7i7kDTunREn0teHF/B7t8IxKA51JDLbDmEt+XF9w7WtgoEkJww07f4tVi8YKE1vaaGG9Y7nN7DxkIxi/wg4VRixkLXOD1zaMU4dNlti2hP5DJESSzaS8x1FxYJj8YHLKnVAQWJValtnh9S41FjkKkBz2oimaZDEwC5FWYZkicy1zmhkgJr72PT5Vo4Ee2MuvsvZZEp77Jdt2BngWMVBrkfPeyJJbeUAUTyZRjV4oUZSnfsej1jHNGT9WaSoUPw11DHFgO1VMMvj8irdwCOMVQq6lEP80QgpYLXIcZAVrMKrsxgAveU+VB4Iqdb5i0ddcnV6Tm8DTiw2bL5zxhXf+q7/++fEzvD4LEH9LS6ctXN8gl1f0WrNnQZi12KlnZZTaCEMVcPoEsZlWDZXZ44Y7NMnjTUdvPXW/J4iwJ9PGfDxoNRmWfYWitFGpiJyFSABmKiySUImh0YEcv4C4hMtQS0etylosafR/ACG0c+oKbidzXLfHj73fjbUMIRL6jv/z3IF9ztu3Z5wOC9xwj318g1l8iiGjVIhCmk9JlcBQnOoOzZ6+NjypPXtrON9MmUUQ2XMQQdtWHT88e8zgI4Iy2Vharbl0PXW25SyyBmMyImusJpxaLv3p6Lt9SzVfs4jXLOxjQl0RcJhcwp1hxNRnRfIo3i1g3Q5XCSmdcrm8R4ozUqypWSPAtZ/wcT2wGJ3pMxSf6tcUkwKZtVE6q7x0E/5f9t4l1rbkrPP8fRGxYq21n2ef133nzRfONMY2LlzduAtKTSOoQSMGPelqqdU9bKnnlvDAMwaMLBnBnDFi0G0sJFTqokG0CwowpnDjZ77vzbyP896P9YqIrwexz7k3MXa7ymAy7fykTOmec89e66y7d0R83/81jlP2Qo0FvjH9CaxRdmLLJGXB5DTA8WSfvxtbDocVk5jHY/PgealZI/ImZThn0l8wD57WWBIlfaGMpMKnREqBUoU6gY+KjW1mJV2azG19jK7eMwI6rdGzhxQrpeEUUsImt10ec81Cx8Z4yqyqARI9K1RmQPY/khTAZD/ZrPURTk3PNMlTadzv2gqusBd4d9ciW9BejYHCgTW8tDxit2047C6oTMKlTB/euANWdsE4Lim5uArzcQjnNtvvL7qchHj5uwvQh477owecuWPK1lBrhZCjqzYysBm5HFqUlEIMrTmhimX28EJzVooqUXL2SDLCygllGpinhqGwkOCgPySNYV7f4uMf/d/wbsyPUn3gxfSPWOG//VkKhXSxYlPX8NGXmc/HhM0Ge+8hpqzgTx6i4RGm3zDSFV39N5gw5VE5p9TIsJ1/o8Ipymwb2KjD81gSN9YdaoGix5F4NiZ6slDOKPRYpvFVbCow9IgoaxESjsbVtCHS49nViOCpxh63soSYw087VSZdz/Uu8fNHBX81v8Gen/Fc2GExXCOoheDAgkpLlETol0gfKChQcnx7jr20nNue06pm3ljQHVLagIlEDIftgriKPBqdkaJnEadIDAxuyUPn0cmY/vaIF16riesp6hWhhn6gMQlXQD8coSSWBqSacHYwZa/p2Tk7w0bFxe0GQwTgwmxwpw1Dt2Rghb24STUsGHF2tfh8c9xyY7PPW/6EnQQjuU8RphR62UNkVbRRqKMQCZw6YR5AjWXjxlhRxHtkCBQpZ1C/ePwG69lNvrEI3DobuNZ7zFYK35dnuCSclY7eD9w6u8GZVxaNZZoAFYJscQMVAkqNoLbLp3Igw+6XxhXkRmoIaL/CWMN8WGCSBcluR1vnCUqTqLS7Eo6pKIMoZn6KDwlWHZIKiGMwa1RyottFGSlaweEoNduRPz06yrDGpanF9itqUN16qxclkgI65J34oM8K9Led5XB7+7vhPrvc58LmsaWmgykK+AAAIABJREFUJ9jOjQBpBS1QkXBqrq5/b/yA//fgdXa7KSbAfDm+ciw4dz2dyZYs17oKYyLr+jFVX2Kk4NIzF7iMtaAT+Pq05M6y5aUB5tsI2cWm5vaDn6H7+M+TqoMfcAV5f9V7boPo+57Pfe5z/P7v/z5N0/DJT36Sz372s9y5c+ef+9Zyec/wb/41Pka8MU+QyfEIbTNLJT3/bzCvfBMZF3ReMF3kG+L52njKJ87OqAW+MRtxrQn4BIuQHS61OIHuLsgRyIZkLIKiqjjJ3PgBcviJKZB4ymAcBmUwJUe156g8pBoCt9vXWJHwwyHVWUtHICi8XY0JEXaHc6wK//a+8m/vw9DVPCwiLgjjYBH20KrJqaxJKYYNT0ZLBoslWDDOsB+UXjec+8B+e0iRbjCYd9gUCS+WG6sb3FwdPrWEJG43C47KFSlFDtpdNPS44BjE09qBcma4oIW2Z0iGcRIeF4b7JuLDwKj0VNOaYtOgTbvduAwtA8ejM6ZtzeFyTnCRMRGbHgH2auZRa+Te5IhJJ9zdJKQe6OwFtimwOR2aEcKjMgctqQnMO0WNI6A8s3mdV8cvUPVr7qQV4gvoelTgQ2dvo1KxrM/pVCio6Cl59uQneWPxCielsljfZpxGjAaDj/12aJaoyNGrwjZb5PIozpO+Le8l27Q1Z7JlBoKaAOoQyfd4mZUgmk/K24fP0lgcSjeCYlxjwoCsVjgD6On2XymbQt7oCo5dxEvmg7k+q4CemKM8SZMzXPogkRGPNEDXwPYnLpPrANQazlJib3tfp67j+FrJnbd5or7evtYzMbAWS8uGESNku7hb54iFciIrRn1J2wyMQ87qvjWM6UNmSRkjmKTMums8njxk2u5QxzGXGnRDvt6XF2OSCNeG5moT0nFNLCvSjQN0Z/6DrBzvyxLVK/7Le6I+85nP8KUvfYnf+I3fYG9vj1//9V/n9PSUL3zhC9/TRvfx4+UP8S6/S51dYM6zaClNJznn9+wB+pW/4Wu9QkyMBsdzXU/bJ+4Zy24XebFrES7NzRKBAKnCaIWQOLWB2RZqu6yER3nMW9UZdRzjhhKRkkJqGllzXrZUzKjiLqNeKXWNIXDmKh7Zghe75dVpEEDDPnQzki4gzaD8T1CckYDCxKeu+4R2Grxm4ZpYKErS5pzXS6WMc1rTEGvLrN6lXDdUTY3rzynon2LZQCogjHaRiwxCGlEudI0rIsY5bNty5KBUwYnhyBW0owOqsqSqoDy+x+L8DEuFqKGVnn9392+4fj7nw+d3MEYoGWUfbRySso3G2sJf7cJuD/vR0pZHiPSUnTDdjKjSHCGhElkWYDWQpMXoGJckp9FdrbmG6LZ00QAbtTkvWkqEnqSRpTlksHPKdEHiiGAsM81jN6PZjC97ij5ZGAcyliqat+UOxUZDsHmR7gpDXXrECLbtiMMaUSi2uRoRzUnh6dK0L6E2e0aty4phMcHPHH69ZnLv7F3jtWgMeA/9gKgnared73uS2WQ33O3v/uRTeckVspcPBtVMdT3hJvvcv7qCAI+dZRQjNsLZqGGoShatoWjzc3hyN5e40ZJRGmNMZiYZVb6++yYPxyfcWV7n2fAcbJ74Wmki+5gJ6HZ8uMHTS0mpPVkul4WwjSiFmvwZk8vOiGz3f/OQtDNn+G/+BZjvkM697+vg4LvTdd9TGMRbb73FZz7zGX7rt36LT33qU+zt7fHxj3+c3/u93+MXfuEX2Nn57syBHwYG8f9b1TaAZTHP6sq6otjZw7/6EJOUZTFmKC3l87e48c4xd5ZrxgmGLb8fiQTT0emaKC2FCJ0ofzO9xuGwodgu56qGtQQcI4zUnPss6JrGEqfCRd0TJGKjAgU+Zf6+BUYpchCfZArr5TzbNFAsEXcM1SuI3WCNcuoyx/1ppkdjYD3KAHHRKSYmZAgY3SAycFQHzmpBvWO5O0dOI6I96pdEZ3NaWlJSYTJ20PRo2sGIQWNAVNkwEEMgEahiy8pZXBRmainF04vFX5yxv7rAas47UAGTHEYNry2OqAfDvJ8hdY1a5TQaas2zZ49yt4W9AWqxnA9jUooQHLM0xkk2iXvgI7NoUFkSiyWBnqABT4F9atzT+g7VDkkpL24CqDJg6AlgVpTplJpTkgR6qfN5WjOwXgDncg3L+koQuGaUN2IcHQUliQ3ldgEz9FpjJeL6Fh3yJmmuNNhCdJkeezm0l60HUlF6KmuZiFBWY9x5i2sHnj5+pdrDfIoMAQktbDUwYgOSevI7Lmx1OE8GTuldGwaAYgXO/bMUqYFtbohRGGvukpxkvHjjI2jOubDb13uSQSckk2ikIxJppaXUgoNmwd2LG+yEArbJeYKgKjCMETNsf/dzcl+TiRBRPJasN1mitC4RNSv1r0KJBNLeDuGl5wkffjFnxPwI1vsGg/jTP/1Tdnd3+dSnPnX1teeff54/+qM/+me8q//MerrL2aqp5OMf4fbffp1rcWC5s4Peukb3+kN01VDpQJTAylww1A3no/v4rkKDcH39Ik4s9/2cRiv+1foeSKJMhgezBxysdpn0FbOhoiN3H6017MURf1ufMyYw7QOSZlfDId0uH5lCmsN2lG1UowwMttyOkLI69pEv+E+V5bl1Tviai6XenWAuHmMlEWgAT6ElksbsDUfsDRse1zXfngfiw9u8ljpebDsCU6r6nKIWZFgjw1awJwE1Z2gcYbB4adlRZWmFKhU4lFHfseHONkDGsn/05lNqkXyiRoRhOuW2znnu3rOQOuJ8RCRgmoG1HTHVAXhiRY112D5wl8hDM0K0yPRKsrfUV+YD1xvDjX4Hg8FZZZ5qMkiUXycUgdPxCU084cb5Lbwo6JjO3OTMPqT1UCTDvIuIHRhHg6SOxtUENczDGkVomRNkxm56BSuJSWpZmzFb0i2Glt70CBWCEqzF9S2iAwMrPO5ysETyI7o9QVYDbhVQE4iFpxwvEGfzpuwccrrEnq3eRQNOAjqdMFilbHPnoNKipsOoRcSgWhBprn5GyTjBMYbd7ajsyaGi51r/t5xwmzmBQpt3IdoqMKFkQIgm0juH35IHgugVbbdOI0pJhMrgGr3amEQaRI8g7hIFoETiDNXxljAB6BxYcSkmRMPV9VsDF4XiXaINlt2YKGWrsOl64k996Eeyc/h+6j3VQXzxi19ks9lQVRWf/vSn+e3f/m2+8pWv8IlPfILJZPI9f/Y90UF8l9L5lPjCM8TnbpFu7mE2HSx2WT94hzREkjVczDx+sosOkUjLbLOHT7sosIgtj9yC1pTMCFTa88b0CExk0IE3veGiEB7Vhs7BvnoOugqVxCx4aq05lT0y27wFOowYVkCRLFEGEh2Blo3sY8XgiKDKQR858yX3RhW1Cs80kd5X1F2D7y7oTIfTOvPnAXRCrzsEphzVK0bnL3BztWAlNSolZXpElQYkBnKgZ7byiD5BOeDS+irnGBxeEwaLUCJxwmDGSAp4vRwpCuDprWeod0jeI1Ex4rHOw2aJND2ihlIjj/2ElIQBm/2a0mV2uFyF+jiEJAVItlT5xnRgER0+jTjoa9ASQYliiAihThxdPyelDaN+xChMEYSBKbVW+BT40m7NQehYSoGJjhmRifY4Gh6NAiWeMi45Kl6gTEsKeqwmSo3U2lFJXoxLUU7cQGMjySiTlHA4gjlCNCskhBE6rdlc97T9I7p0Qu8a6tZjB4EQoOsx6wa73my1JU+VgOl67PnyahHOw6MthRrHkqzCHmgQlEfWc89UTLZxbQVPnuumaOi0ZcRZphHLu/YHEEjjMXajaDfPmIZmu/vcG26vbwUpHNZ4TLhUzYDKGiMbUEu0CSURJZF0kTsKzX9TpAIpeJoGloBa4XGtXHiDscK01yvWVrpxjfBTH/rBFoD3eH2vDuKHikHcu3ePX/zFX/wHv+e951d/9Vf5wz/8Q5555hk+/elP473nc5/7HEdHR3zhC1+g/B6+J+8JDOL7rX6Atme5POetr/4nfNfzIiNcKijuH2POHyLAA8k5xYY8QrdpnJtuGXhlfp9Xd+5RDgV+GLO7vJvpkUaYFJ5xF7F9nnEvZcFFdZNJ8w5jzhFWWEouTMMoeoI5J5iARIdnl/vyMtf0Hl67d1lzqIGmGBGGDSPyyOqcNSUFfmtqrsBKpliNNNVDbPNTzC4+ztr2rMtHzIu/waG43LNwRu4IVIR+p2Zx2iIEEpaWGme6bGGuiqQSTVnvIG6Tldnb+XzrHW2xQ6xK/CZQ9R1OetqwpqOlxlNiQNkKrzIMmYcXGWPZSLkNCApsVHPGM9AYpXHC7mBwqpyaBQXDNqApUhQd6xsL/Ml9RhcGlyyDOJSSKDsIa/5sAUVaMgoDh+vIgWYA9e3ROV+7NueFC8vuRQCFSfREa3B3buLfeAeJ2aJbyDlvSSxJPG2RuDYMFCl3gVGWeSOlYnj5OVROWN/7FhoH6m7MOMy3eR9yldEsiW3g0+Vim5lbKlv3Ic3wefbrzUy5lppzN2LlDC4F7vSnfGl+nZWxfPTiiEUKjIjvCkLqTJ/Vy/jt9WT7ps7WGUGVJS8yiGXEGee6Yu4ayqR4EXq7QYmUcZJdQxRaNjg8logzjyBFBi3oykgoEkUzYdz8NMgK3Nm74xq22P+lYauw7VbqEtMPmKikyYjuV/474nPvEYLMP1F9LwzihzpiunbtGn/wB3/wD37PGMPv/M7vsFwu+fznP3/FWvrN3/xNfu7nfo4//uM/5pd/+Zd/mLf7T1e+AF8wnY35yRvXMcdnqBFiK9jlXyMXxwQNvD7y7LY9k5SdP6cmA82C4ZnVDa51CwaWPLYTRkkQK2xKKGzCroSxWlQCJeus8nU1hCVCzYaI1Yq1iRRaU8Y8TzZYruuDTLCUFkzu9TUBSYjtGmMug9+FKWPu21PGsaTCYfE51lNKyu46ffEqw7RhEsZM3Ztbd6htiIzAo5Ey62L2oLpoiBg61+MoaAi09Yx+PGF29IDdocGZrb2B6hUVEgTvagaUaMYwjcjJOYTEGjgpB3Y62KNEcJAMMY4R12OlQTkGZngN3PMjevGM9BiTlqQ4odaCsl9sFdMt3559jCo13Ny8RkyRh5Skx0sOQ5m3PV1g1NOZHuyG5Az/6uSCpVWKVKLmjDUtySjOFpwb5es7p5S+4SMXt6kHYeMt08KhmumorTFbQaESVTHSMO0V1a0CHMFpTjRLIsjZq9APzC92sU9lTyQFK0pnDEXKDleXCYf5ST6FS3EZ5ZkHk5EIohhqjnY+ztdrT9FdcPjoL/jXFw/43b1n6Yylit0VAUIFxAhl8tkOZov+JpRkAO/4tmx4aePp7SErhaRCKWNsOMb7BgkDyoBgSKnH4GgYWBUte71HKIhpH+gZZEwa5tg+MaJB/L1/8COYtpuguZo1glUh9dC/8Bz6obuku7fQ2Y+G39J/af1QN4iiKHjhhRe+6/evXbvGaDR6F6V1b2+PnZ0d7t37h/+h3/dlDOlg9+qPw6c+hH7Vkt56A3UF/253zovrlp9ZrTFbM8BkDJVLlOM5Sea0ds2RSey2yqKHsG6JlIS0INoVQTsm7RtEOyNgqRg4d4lkDdPuBjXnGA35tVUpzAUd+wTGFLLBELeUEmUEnKsiYrZjBGEvTvn6pEBCwSgGbg4dTgYMShUcUlpifYrpUmb+bFcrq8LeINz3ynyQ7B4rgks1bdHiyoHZtT0u2jU68ehFgjRczbbzbDn3AFrXjPse584J1GgQSAPJGb49Eu4aZR0iZVAWw41McdTN1rTQEOUhqGMvRoLMiHIMOia4IS+P8YSoBWeu5nr7Tb41/a95ZXIXP7zDteWf4YeBLiYmKiQ5w8gMVzhWkxrTNHgCiwjnZk5Xvo3S4lOJDBcsNjcpzS431ivK5NgQ2Uhg8ebbiCZUlEd1wU6fGA9ZJ9GnQHCGFC7pr09BxZqQ8xOk94DlRGqmT1mO5J4wMQiI2q0NS0TFol6QLudkI3kTN5p1ELIdJJY0vHT6F1xf36XqjpgTUIX/6ej179BIZC2GXtFWk2asLNEj6tE+EGplI8pIH9EVH6YfKqwe44pHBB9zR6NmOxnK46IxnuPijKHv8XgMNZaahppgPS4OkNhSCJ5+Ok/U3ZeZXKpcpTaKGkgV8fm7MH5/23j/Y9R7CqT+5Cc/yec//3leeeWVq43k8ePHnJ6e8swzz/wz390Pp9KLt+hfvAXAR4GPvXEf97dfY3jrPpGG6EuSt7hnn0WNxX/12xz0kcfzjkFH6JCohoKNX1MxxsQDrDS0xQnXhuUVx+SkCGxcwvo3GS/3eTGOMKbJRn6Al3PEKBLz+OVy3muAXYG/HM+42zRUaaDH8fKq4/ev77MRw+1lz8+tzvCXvPd+RS8Rm4rtSTCPeSBx2DuKQVjZglIMpxLYC4Zad+l/+mOkgwnm9QfE0wuWSVlsn9PVx10UTZHUrdikyOZ0xbzNpz41yljh5lDz57sFN7rEy2eGQR/jSFu3V0jsgc7pgFXxgE11H6Fh2lpGcULQAaEAMRy5msYcM2n/T/79juGXHxQM1iGphQinMjDCMDJL0miE7QLWJs5dxTy0LNIpcbPHyeR13ik3nBiDCW+y2+3RpcQjaRBvubu0GJPdbgtNHLYDF9ayLg1FL1nbEZQLC5NoeHr4agGzSUTTYpzj1I05DzALmWFVK4i3PKwke4Ilz8KUuLFBNi0GQ+x7tnEj27HUu3GDeiioulMoIsoIZUB9giGRs9QtpEgyBptyr3epzRCEXjqsgsaKl1eeL+10fKj5JjYtUVkw43VEz2mcy5FHa89gewKRIhaIEZ7ZHNKbvIHlA45lSkMfmpyWyLZTocNSbu//77Os2A5LBbCkekzYvwOj6vv/0P4I13sKpL558yZ/9md/xhe/+EVeeuklzs/P+exnP4v3nl/7tV/D2u+e2vReBql/oNqZwWSMXttj+cwu4eYBxeENuHEN9623sOdLCoVpZ+ic4CPsBEOVPL0siXbDykXernZYxI5iS1ndDZ4zl1hJ5FZQZhIQubQHH5FQbGHQmK5kUWKEyzCaVydTzoqSYLLDaa0bPrI64dkmsC4SB0OgkEvCZU8n2wjMrc14LxC2H9YKJWwHxOMUqSWRGGgWE4qHj7FdZHK8ZJLilU350ydVNdCN4W0JbMRQdwdYFYz0tAqHQ8nUvszUHjDra+qojOneddK1WwWuD3O8FlTDFJnNOB0PxDRiLVNWxlGFbMbXWzLjxg7c6RIaM0V56VrGIeLV0xhDCILvA2sjdGJxGilUGA8LdroFURLzVU9Nw34n7A/CXsrJzbKFB3tpsAqTGPnyeMHdEKjSBgecFvB/HxgOunwSPrMw1SzzU41ga1LaY+WU1gi1WoTEMHrMKCrn3rKoaoqXniXOJ5hhwIRI6AaES9dVIcqTAwKApBGEG6A1pBI1FUwH4micUWi3Nf2rSyRGJCkXtLjtK2TXp4F+S0Z4rnWMojBLZ0z1AUmWqIkYCtbuhBihDgVFt4ekevu+qjFFiaQekazsB3hYGibpUnducndEv8VUinfZtANEEQZ/izjfY7j9Avqx55HZ+zch7j+33jdeTCLCL/3SL/HNb36Tz3/+8/zu7/4uL774Ip/73OeYz7+3ivFHdoMgUw453Ke4cQt38xbGOmTTYR6eYjabzBpRqLRgGhKZ7h4pKLDG8I1qzNJbzo1hFAYaVRTD7lCw2xumWmw1FpfZCRmUbhx0Mc+fU0aDrzj6dYy8Vdcce8coBG724NRTAYt+RSlgdRsQI0pB4MIIUczVTPvMjlhTgoypNOHSsN2asnGaeXyOaTvMuqPsm604K9/LJb1fEdajwFoDthOOy4QLnkkc8GZN45TGWtKsIJQ11UqZr6cYs9witJcLRdbVFihVrKjiiIeTnuOdCV9feHbOYZDIqE88LMcM7PGzZz232oHJoNyIG5RTZranDBUrM6IxwqJvs0QrtTRG6DQhqlu+vcEOyqZsUGNYhAmSIiIZZ9no5ZJXXE7gsWLZiUom/wamMfK2d/zJocMJ3G0UIwMncg/FUKQpb7sbHIaBcXIMUqLmYXYCGByLQfBdHi9S11tn1MTQXRA0kMg4RSuOQEHmlKUtfdRD8ggRsfeyT5cm4o1baFWhzmC6DtNnLcIfX3+DI98w60tKdXgqqq0dtyGzx1b+lOA6kg3YwVGHmk0fGVJgygjpP4KkQwgLSCWSNojtUO1zlwd8fVzgk5KSsgIsbjuGck8OFUnojBAoeFDtYvfHmA8/h/5XH8Ic/PhsDvAeYjH9U9b7isX0g5YqNC2cXlD9X/8Rc3pK5wsuJhWzx8fY1IEMQInBYLo8ixXgsXWEVLIflLd9onMbfJzyfFhfvXzCoE749qziHeeYtj0+RK61gYN0aS6oXAAeQ3k5SkqGSGJlNzTlmv12sY2XlO1oyRGxHJuSeRq2y03a9ifKRgwdBqdxO7QwmKpEu0TSSJUUEaGVnHnQGiEaJRWBV6YXfOhszFItvXU806ZsVUHivvOsxjsYSvYujhm3dyjsO8hTI7XkPDb0VydkgL+bvcXjvWvY5LhzfM5ONzAb9nnTOx6Uuxy0gRvDhpJA3KoVIG9iXxuPWQwDe32fNzMNWDpAsBSYVHBhSzqg1I6avEgGEr0bSGXJl+sP49olN9tzdoc18+ARk1/Pmswy2jCwRsEL3hdMV8KyeIvBtdjBM4s32Zg594sbeOkohoaZ/SucljhqjBbgRqSbz5MWNWwa7MWa/vwxm3SKBpi1ezSm5sJP2e3PmLB+8pwusY2nTuXx5efhfIM5Pka6rQBP4Hga+feLVzCa+JmH13m229k+ryc/qwKtvQCBKkwxKhzbDSElDnUMww3oPpIl+O4R1F8mSSSwxlMhOFbG8NezChU47AZe3jxxArjsPB8VBRudU0dh5S1arLn5S58iffi7Y6Q/qvWeYTF9UP9IJZKV2qOa9n/+FTheIpsN4eQB/TcM/vQxNhgYjYhBiRKxUTBDx14MnEXHRsdMBsubted8PKNaTdjtT4CI3a2RszWHFxte3xkzFIa9lOiNoCknnQnwuCiZDjAFShRjElYFzMBbO28xfTyjjo7L5OOWFQAuTVEcaTsUuDR6G6XEWBIJ6LaUyhQDTiMbJxwJjDo4dYJX4dQL0xSJajlPO/zJXPnIuWHeboFrlITjMCVWKjRxSaMFvnwjO56aiLElcTojzGrSvXfw6YmiuMDRhIYRUy4mkZE5IQ273O0j+/2KjXg2eAKRGtmmLgvtZMIbOzPeWa35WErUmqiTwybL1WppoEwdTjPN9NJu3IvBhxIC1OL568WLfDWe8r++/Vdgc+TpBQ2zMKF1kVd9S5ki3jp2Ng41iSQKVkhENESmccXL8Vv0Aivr0OE2ffEGLnrUVHkctVpjjo9hf4pWFUXYYX5hiP0AMuAZcaM7o2TNU/ZQT96ST33BvvIWOgxXViQAKOx2Nf/Do49i2+47X4BL0gGMwuypL8BOrHls16So2OId1J6AejCrJ/ciBWkLhI+T8vNn7bvGkH+/fIo8KNcci5CsoUKREL7L3/7xrffUiOkHqR/lEdP3LBEYl7AzobpxHXv9Ws421gGpauLYg5vnqMQU0ZQYaaRIlgrhThN5Tk/4xs63ERV2Y7ZmDimfeOdNYDAwDbDoU/Ze2tormGS4P8pM2BKufGwqrbi5uoHoFCMRjPCgfIe39l6jiBXT4DBUV6YQlw4+IpDClBjHXNgSJBEYCJOEd4poZFUEXFrw6mSCGjh3kW9N4OVVSzFYVOFG1KuTz9LWvDW+xt/tjPGsWbuBeZ/jaaJxGDLo3+/v0B1f+vPk1Wva1zy08NB45s0esRDKtMLFGksiWM9gLL0I9wuH0cT90Q7HswWLGHi7dAwCRd+zGxQRm0/aCZCEFWElORMjCfjs17ud+8PN7hE/dbbkovoa+yEwSg4xyvHohCpZvBr2omOqBXuhzLiLCkUY0/olyQ6kFCnTmIAw+IJ71ZxRAj8sSGmHFCtc2ODWK6RrCcMMu7zgtP82rjc8qKtMr9WWguHquV4uzFtY6l0LscT0Dy7O6gS1DtOH7+gatmQ0BK5ySy7/bBAm6q+ejEhETP9Ey4CQXCSlhNuOmS7fV9+5QeRut1Ll3FnOyhKH8FJIpJ//F1D/+DGX3jcYxA9SP7YbxN+vUQ137xJeuEmcleje9UzbW+xDTKRhmUdUJoCL9BW4wnD3omInFIgKikGtcjJeEuWUW21i0gv/Yf82p3gWQ4cgjEhUUTj3QhmVUi9RDCHICMUSySdJEeXNxRucTM6JRjiXGZrGYLZWCiJEye6cTjb4rcF5Mz6nOxjhW5huhHEyzEJPkoL/sD/i7dpzVjruNKe80G749tQx7yzd1ikJet4eHXBuCqJ9i93hTY5KBUbsJIuYgdgOsLxgIzU9OcMhYVi6MZ2/zqS9TjGAhB18/xKqwoYx9+rblKlnYwydN6ydwUnDpOm41fQ8HxpmTcO1kDBq86q63XzORfEIeTnqsVvI3j415EoieGkYp4Yv3P4W1zZjRrEgiXJ/9IBq8DgsFQWXRE5RMGlC1U+pw5gyzYjGMACPfeShmbETAznhIeFpr64YmOOGDRt3QuvXjIaCi8JxVnpK66nDcMX3UYF4uIt0PSbp1YjpcknWbTuQ98MsRbQxZ2JLzKwmBbQsoCiQIcPWjeRkuQAEkasAp0sW3dUV9MkmlaxBo6W1zdaWw2yxk3czlrLYL2WKL4Gd0HNX4YYvSJ/6afSFuz/gh+/9WR9sED+GZVyNLA6R/X24uYvWnnjjkGG3YCMrMIFQGCgrLGCHCMahZUFyhjSZUncFj6oHfGPvNWa9p2PMN6YH1GpwIWMVdYzMg6UQ6ETQNKFLtwns4uSIbO+RKFOF04I3pgWvTArmqxd4WO1yOqlBA+vK0UhP1wdMqrApkczAN+dnvOUt82VB4Q2bAQZRxrHndtsxC8onTgzPtxshbbmvAAAgAElEQVSs1HzxekkdhElM9KJUCN0s8qFHF5z6I4ZiTRnghXZOIQYTGlTOkNBzbApERmys57yo6ZzhzBmc9GDyKb/s9uk4YMYpqmcYU+G1YaQNkzgwjolZ3zMOPb4PjFLmgCUFjCVIx5nruVddo1OfTQxlRY3H8O6MYzWGqMo8lKyKgd+/8w3+bnrEvzy+iQ/5hioqLnOVge2p22M0fx3JViZNseZxtebt4oBpUsYxYIxgU7zqmCJjlIRNPceTR9R9ySxE5jEwdg4fFaxFraCjinT9kLi3Q1DlrAt5WbaXugpobCCIsEaYkPEjfVdm9lasFsLViOqNes4b1Zy18TwsJuzEDU4SSYSAz8FGTz8juZT5CYVWrPyGzgw4rS+t0K7+/pk5Z20aOtfRVh1dFfB7z9L9j/89+uztf+yP4PumPtggftyrcMh8jOxNMQeH+PkBdjQhXb/JUJVQFrjV1kBNhDAd01uLP1uzu9lh0s+Zd2Oeawd2hiVve2Uv9EQxrAkgQq2JjU0k0xOlySC5rMlpAR0Gw7zbwax/ha+XH+Z6t8ZqR1MEDMqpEZ5Z95z4xGA6jDScObhf7tNqy2KwjBthR5VoDGemZn8YuNNtCOVbtKbBB8VH4S93LQFoS1ikwGEbGfczbnQdN9a73OgrjDpsBCNuq/BVohUunHAugomn9CbSWs+FK9nYDS+sG0bDDK+HiIEz1zHt32Gcer5Z9VQpMlKzpZk+VVvJtxo4WTzGBce6uIYPHVNd07sjvFZ5mZcnp15VpSc7wz67mfOpox0+eXqIU7vNkXZcWKj13WflyACS3U/PXeSkEBId0a3ZSw/5yuSQlpqWXUQNlbYIiqOjlwO8JgY2nE8uaOpEczimjJ4iOszQZ7WbMeh4jKD8rZ/z1fl11uIICJOho8BwXJ1QBcecjL0EhG3oBNiMZyGC6mVOhDKJA/9xcYuVcWhhOezWeA3EwnJhF7iUshPxdkcJBnogOUuQgiossKlisBVJt6aT2xGW15Kj2RHRRpIk5nodU46IH30pp979mNYHG8QH9aScg8UcvXMLuXOD9OxNhoNd0nSMViXtYsywXDM6OsNqFlZVocZrjxBZpMA8JIa6QqziFarU4jF4hWQUy8CgNYVGjCasZOMFg6HUnoNunw3KS5vH3GmW2X9oCOymyMZZWq0Zp8AD73nH72DShElUdqKhTCknm4nQ2Cx1W05OOZkeczR7yL541BZ4Gm6tIrOupIhK1EiR9rAybFGUcDXTtmRzPp8Cs9AzDoon8ebOW1hVbqQLxv6UQgRjTyjSBSVr5m7J0ggPfQ8usBcj02Aweknc3A5+JNtHJFWKYUI29y5AhGkKRHdGNC0iks0GbY4KFWtYuhJXWNTCUIwYUo/V3CUsxfLlnZZRa7hUBkC+dHKCpIYqBXoDFo/YjlB03B4e88JyYCeuGI0sQzok2YpCVxR6jtDTS+S0XhGNRYfEPOzh2pAX8+2CLusN6gtO1z2vm5pTX2Fj4na3xKniY8W9UUsRIeA4G3nKYoSMSiSm/N8lA277nIwmnt+cUqbI880pcw2IGKSqAOXCTZCkGReRxFq2G4S1jOKAiuPVyS6dcag2VE/J4BBhp9th2s2YDjNktoDr+8SXX+DdRk0/XvW+sfv+oH745QsP1w/h+iH68Jjhy1/BNU2GKbamDJlvlKOC1ETmY5hOFpjzBkmRhgy+GoRR2rJ5Qk+hNxjMKa10VNJvGSaP+Yn2IT8BpCS0RrjRdRw7z6Bws0s0pqPAshcK/rIs2LiSvaAcLaZMVo/RZqBKHZZIGhXcvrgJi+dQ9RiN3Gru8Y57zGH3EjWwpibYgoolhcYn4LjELf03Q5q9zUIuY9ckPDvRcFG8ypB2qKKjHjwigWJ6hvFjJHquryMk5ZFo7n7YsDOUePVbB6QMlkaTtQ+daRnj8eEEE3MK22i4TrTnDKmjTOMMwm7n9DMSb14f03/sJ7GTAvf62/jXH7G77LFJ+dYs8tJaaXql0uxCKgqDRioKlJ6DIW9VF/GQnVW2R1GgRrGrFZvigGE8o2uXFJsN1gj7/Q5maegZ8O0E5wZULEYjOIuE7T2+9YCPAO/sl5z4mg9vTjO9WLP/0m5jeccrojU3Nymr0iVgeGKZAln1ji/YhBPKVPJ8/9QoqbDobEwdE6PjIwQluoCKZaTQFp7J0G8HdBvqOLAsCqz3xN6Q+h7VjHUpgBOCr4h3bxF//pM/tlbe30990EF8UE+qaRj93Wv4PuK6/Dwjl2kL2T+HSujvzDCNwzR53PCtaUE1JLxmVeprHsbRUsZDHCW9PUAl4Xg6thSWzEjS41H+fDLlnSKzgrwKoWjZUXhhPUbTmBdT4M7mmC5Ezr0licmh9ynQG8dkE5jGxDoqVRt5fjllPMxxKGdul5WdkpxSak9QcE+ZhyzpaMyAaAVS0ktgpGBTwEvBteWMg+UIkxLVAFXPdsRSMXziw4wbw3l3wdrChRsYmRVVGNOR09R6BIvDofQuW7SLVTZakFQoCIgWlDoHasyQrb2zwhtCuECkh7Kkfv0e5dkDrFkxTp67m5KHPrLohArLNkYBo5d22xbZohSVwmtVxkP2tqJHAWw6x3TCxvbY1G/hfWEUSqZhBHjQSHA+h/mkrCu49FcywHObM35yecQkDpeTSpBErbAbDGXa2Y7dNEPxMmC2GIGOa+Jsghqh5wIXnuitrdory9U0n+QfsIZWV5CUOPHUfchWI9sdZR4SKXr22zXlFvzWuswCzdLDdEL6ibuEn/0ETMf/6B+j91t9MGL6oL6/qivsm/cx5yu0a9mQclYDysoZ3pqUnO6ccbJ+HX8cGHWZ9fSqd/zFrqcOSvIld5KlTS2ljhEt8WlNsInoW+yoyillwJnU5OFD4rmu5bwsOS8cszZwXq44Hzumo4bb7dtM1x0uRu4ZYZ0uk+cskiBiGFxBrEr+8GCfvUa5MUgOt9ECJPBodMBpMeYbozlWTonuGACT8qI60hLHCGFOmQqOzDkWYTZUjEKNweLVYrEMBAKBYXeM/uwn0QvPYlhwve241Vruz99mPEwpo6Uzka+WnnnIzbqnzFkH1lINikexqQQqHhvDxgyMkz6FYRhMhNWwwj5+DKslzezLqIIfxsyHknFfgFgeWwiFMIqZKvq0HvjyNL4f+A6MxKBY1hRxQNMTtbwgeREHApa+qkgFFEPg75+5LzMbnr5WpqpmzUdj9lA1yJZJ5AiZDFEUxNs3kYsVsmnpzDkSFbvlL5lLJ9ohIE2LjirMqkFTJJoBCVkb4tKlwzD8P/svsxgadmL7JB3OOcJPPIce7KLjEfEjL6HX9v+LPiY/avXBiOmD+v7KGPp/+TGqV97COMvSDPwfN5Z8eFmSSJyVgXnxbe6ubzEdJltKq/LisuDOsmZCS2ES1MJ0ACleI8R5tsOYtDzYn/FT9y62M/qcCbFhxCA9no4XlhespSKIo4k1dbsimYQNhoIKAVorqBr6YJhgKVBsCpymgtBF7hUlX3/mFv/7K2+zR0D0HKeRu+slj6o5zr5BlQJLvyYkYRE9SZXGBEapw2jOVJ5RsyzO6AdFCEzwKBCILH1DYzf0Fxcc3vsY3RqkrKjKXWI0jJpn+erNv6Ta3KaNJYv1Dk5rSinAVdRdiw7C0j3GRUtkxNcXLZs6cHsJ42bGNHpkq80u1bJYG0QSo1Dy2k5Pk47x7QSJI44rz7FTxkFJUdkVaL0jhoCN4Hm3HmAAkkQq7FWeBlwa2xlE85VzyuBlpxFIDAymoJOe+rKLePrtwxNKKrBN2TAEjYzSPTrZxQAFOeUte/gJ9rX7SOiJZPX0UDT0oaVMT53urWCGgLYdJgRqPGm7fImabX5FZn4dS8XzT9+VJKTtKN64R3juDuHjP0l65uYP+GH58agPhm8f1LtrfwGznKu9lyoOO88f3Oz5s90Bbx5zMbpg0o22i0D+/zhV4GpWMkMSNBPL0fSYlVtzXJ/yzuScP59ZvhZbQrwM9IQ551R0RGSrujWsXcmpGyFhj7KvKFpH3Y+3eAjMkxClzqAqcQtBOg7Dhr2u5X959TW8bvjjvX0e+4JlGXh7fkyyDXebIw6GNVYiZ87S1gONW6H/X3t3HmT3UR18/9u//m13nX1Go12yPJIseQPHNnaM48eO4QEbAwlxXiibJKSKggAFqQICRUwgJAGqYgImAaeAYDBPsRl4AxhejENiGx4W4wVbkndLspbR7DN3/S3d5/3jjmTLjCUZyxoJ+lN1SzX3zh2dvtu53X26WzWZFcV9hSIeCQEtepMCXe1utOeTKUtNQUvBRFjHeCmZyslyQ/LADpqhEEyNo5KEVGkiAqa9QWpEDDYHGWmFlOfLM/PVw0ixQjNOqJX2USvNYaOUbQMPUov20AhTHumeoB77WA8SDW0NyvNRucYjoNjux/o5EuWAYjgxDBpFwSq6DDSB2AixhcSfxpCSkZNhSIAp3ekRJNKp7rEHPtLBaiH1LNbrzDcZcjI/5/GSz4wfMp1lNK3B0qkc2n8mx/5FaQbpnAdCZ2RIGc1MBLmyhEzgUz+QSLS1eLmZP/Wtc50vBUppDwVbRatO9ZNVIEYQC6qVHFgU4YmHJ978/HJnnszLLeuaY/y46yTaBFhkfmPAzutLT8xiVww/H++c30quB+EcTGvykVUED24nK5R4WaPI2bnQPTVDSIn/G+2jGbSotns6uzuJokCD5e3O3cUz7GIPe7t3s0ZWoHLNfdUCc57PmvoYmecT2M4340xBr7Tnv8V2JsXrwHQQUWm0WUqEIpqvNup8BC3NcgKdgtEUeXJFbk5nniTC8uLJLZRTaAer6KkPM1VMmS0k+M2ArlYfo8U56rrIkrmVtFULJSWW2FnuKPcwnOQssQmIpppUaechuWqTeAWKNuHx8hS1sIWXhxTzAMZm2bpcszFpUMaiTEojNJTIKOmUNa3OIkCUD1bjNTvDSy1PEK9EO9jLaKFFNenm0e4xRuMW5+3dQJQYMqXYUgzotT5BbjBa4xtD79SZJPEjIGlnQaHE9LcNTQ1JoGiLYijtJrRzFCjSDBooUYSmSCp9jAeKxEyC59GXgq+gKZqUiB5pIMrSoo74GSZU+DZkOBXGTAGFT6QUShLEhE/u7jr/714Puq0QoQ48a55SjPUqemtCnMmBo10VIHnO/nP9tAhGyYEuiAXSQONn5kAGUrnpJAx58sPLSqfvo+a3kD+1vpvYZtxTXcFJ9X0Mmwbo+V5GKf6drlh6ttxmfc6vE4HJGczj+zD1BK9Rp/rAA52TvZQi1WBLvaj6DDbX+KII8vnvaUqoxzV+svZOrBJmsj5KtU0MtssYb5oeM8fSpEoh9ZgONUULykDmQZfdPx/ZqSp66oKq/VJ8ciAkP7DKFjrfmlGQCjxearC1a5osrHLprmUUVBvfy3moUGVXb8ruYJordwR0tzQZ3QRWodQejD/K7qCH7iyglK7E+K3578MJtThiKhhgONnNXDSOscJwYzmTccw9gwNUZ3JWpDV60waxCNv6HqIdtjhz9CQC2zkHWQRsV4VmucxYvpeZcBexHUWkTjtbSbG2gZKCriynyxgyBfsin3uqSwlFGKy3WNFuk6sGFZmhIOOAj2WQaRUzXrIE4hObgKWzy8ijCQqdRwYDtAshXtLDrjCnpRr0ZQldxlAEmqqAUZrYNAg7g0tMVyfJVIO4HVNJ+ua3WBFgik79VRlP7T/hr9MbedgXyrZTktwZnlL4QYnZsiLIE4qtHD+zT3lG1YHeaGfTxPkKqfnnNlUc2NPJqk5SmALKwlPOwDD761jJJZ3fbkN19qTav566EGG7u0j+8Hxk2ZLf/L3xW+hQm/W5SWrn181vBugN9+LZHB1qvEaT3AuwUYF0+RpqL3oxjy7rJc3rFOaEwGhQGqXahBJQbhdJPUMl7SHNT2UqUCARdV1nujhLpRkyaDoLvVq+RzUX5iiQeT5e4CPGog9UUO1PGW0eKg0xp3x801m5u39y9KEClKTzYVLMQiIbEnk59VKdUqrwjKI/zNnQv5Iz9gillnTWeag2ntee32K7RUXtQvkTGNVDqnrQVPFUTKQaYFKakaLQSuhJY1IsD0QRpQx6M0VkihSNh4dHX7NKT7sIfhHf0PkGG/soyTvzLJVBZm2EJBGrplYRJSvoTy0DeYqer0CySubXMQzh20GWZg1EQaYjLJpMV5gIytTDEF/ldCWKOIdKlhDaXhJTYTIUEuWzLzaYYoFyYxpFQCUfpJgVCGUO5UEgOaGkeMrD+goJfArtmEq7m9iUDwzxdT7OZ+nMbHjz39o7p72ldBbDPREpYiuY2Cfs7UIVA8LubvwkxW+nB23s1/mbTxKt0ftXSyvIpNM7FDoJQgOzGhpAUZ4c2rKq85jlXk5CglE5GSngQ7FA+sJTyV52IXQf+tiA30Wuisn5zSiF6u3qLCZavYxU+STVQdonb8Sgqff5tOuzNIuKnplJvPkN1BRQzEoM1oboT3oZbPkYNcRJtTZ9zV76mwP0iMEHfNumYiBA8WihjyQK0HmOtkJGMD9ubhE8LMJo0acRVmjokFkvI7ZN8oKPocY9ZU0t8imlHv2myGQQMlU01IohBKALimZXP9MeFGdr6P0rnOenZD0qiCqQapiLZkn0MEmoUfksWws1tLRpkjKYxGgbkKiAiSCjodvEWYX+tIonFRJVBDqLCLWvUTZDiaVlE7LMkCUZeUsRNkvkto+e1MMXS8vz8QTaqjOWj9IYLyemwVw0wFzQQzlr45PRiCK60hzfCFYyqrlPVXyKokhICVSTQHxSfEYLLVqeYVU7IzAG8fcxF9aJzSyBOrCcb/45l/mtMlRnxfLBLwjE94H6fOmsYOmc5CbK4/5eTSUT+nIQrejJIczmtxppJyQKVPLkSXWdv7h/ctySkWGKATqTA7cpBdb3QWwn1mLMNMLjlZjdkUclMxR8n/am9eiJabRojM7I/AwtmlgXkYE+zGkboK8H59e5KibnuVEKuqvo80+jleTYtiWOPdaFvTw+vZRE9lLr7aE8k+DbFgoPT+VEAsZTBOU2sZlDfMW4Fto+dNUsAYqIAi3VpOXNUrIBj0Yns8sX+pIGoVWgJ8nCCeK0RNmDYrgVpApewEA7QwIPCUNmVYu54hOsmRqkHkekeYElWUDehl6T0oXGbwtjc3Wyripdpb14NYNnA4QQyPBVjjbdFEwX9ahOu/oQ07rKUBIzE7VBKSIbUAtSerMCRsNJqcJr5cSyk1h2kzOAVgUUBpTGy3KUFWa1kHuWXFum9QzL2kJDeeyJqkypgMHcUJaEXDy0hjHfY6np7E7qBxknpXcRtDun4fl+DkaDEkQ01dzuLwbt8CBBSPxd5NawJA2wcYBWEZBTzrqY8YqkocFPOzu06vn7pWGEyUHEUFCCL/uHgxRGKwhDUMvRzVFEqc751zSBkL56TO57VBJLlINWCowBpZizhijP5zeDfDIBGGXISToJwjckQYqve1B5Pt879NFBiDfUjyRtJLcsQ7FiunVgyCnr78HzNGbzeoL7HqSUzx85C5g4Qvp6ETcx/RtxPQjniCmliHxNHPv4vsZTHn0D/QwsGSJYvwazbiV50yOsz+B5ChuHmJG1RJ4mSGZomYAIj8eLBXSW0Dt/9kJAQEE0PXnKLr+EVR6rmvtoxN1oCXmi3OKJSpvYTDGcLqW7ldLVtPRIF9r45F7AcKNEVxagPFjSLNEKNKVcMTIXUkozwpaltxGxK1A0apNEWZ1ELGXrzZdwdko6xYOxwiyVLKbLVlk+46HULDPxBNNhQF/m80ixTZxBn/Fpex6RWIqA7wn1cIZYzYFtknoZREJg4QkPMj9lMs6ZinLWNEOK5Hxl+QRLEp/uFAIsBSXEWHrmV0W3VGdwv1UKadCiOzdo0ylBxQoiCUrl5NjO2gHrYUyZXCd4BHjKJxRNJSxhjEVsZ3y/y2QkFKh7MUVJUAgq8JjyK3hkaOWRhwHKZJ1T4jCIGJQOsZ6HpCEKf76sQKNURtUYCkGJSMDTPswfNSpiaOUGm1sCpFO1NP+aSlRC22thsCQ6ZVb5VJMAowq0VImEInUvIYwCglodr93unBctgmcsSkA3Wngzc4jvQSvFM521EfiduYf8nDOQftd7eCauB+E8r6RchHIR1dcNq4dItg535izWr0UqRWTPPgqP76DrZ3cTZoqCLfBEVGBMUobz/d9QY6DFynQfY8EgoQpYU9/BtvLJrKitZqi9i7IJ0eLh0/Xk5LRajmkFzHi7Wdrqnl8hrSi35xeLiRBn8wfQe5bN43Pc3Z0zWm6xIo+pey2Usgg+xdynpTJK7bizSjixKFG0jU/JmyVISmRi2FgvEpiQpoLAeEyEoI0QWUtBfCbiFD+HpALd04rYaFZZy0+qJRKVsrMAy+o5axKfP5xQ/NfSvWxvhFy0O6bPBk/ZflvYF9nOOugkIUdoeYqiFbz5ih1NQE5GoixtD2JToWDCzpzN/j24dRNbb1CbLyva7VUYsoIYS0xGsH+COAwR21nh3Sq20MbQJymazgduKBqVpLQ8CyqjML/wTeF3egYKbJ4iBjoHwypST1BZTpc1zEqnLFYDSjQoSyhFdvU8xlw8w8jeU5nK4/m/1UKTYhFm8CiPTXe2+QCYqSE8uRJcRNDtBLVzb+f1qEDpzv5MeU8Vs3bF8/ba/23nqpicY6Pdhl3jRD+8Az0zB4HPeFeJMSOsm5ojFntg8dRPK5o1bUO/6QwxPDlLkKJs2CmTnJ9AmPBPo6ZyZqK76W9nDOUxnfMAOvUrgZ2vh1GdswiMgqYSHuobpeiFpEwjeYHuRonedpHZQotqUsC3HpH2yS200DzWPcOeygTDs0P0t4vMBorQCN1ZTkJAI8jpV5rYD5nQ0xQSTU8rIJT92wF2hjzaGkYjw76wxfpahNUNNE2s9cgt9NpBvPn42wrq2rIvTpnTlmVZzPJWp+h3fwXX/qrQCRXT8suUs4TurILnzXUed9UGL+/M33gaz1PsCUpsqQxSNHDe9E6W2LSTIKplasUKW9Q+UtNkqFVkdb1NSUJg/gwIgYYypColFkFhCGjgE2Okiq/2T2Z3JpcniinlJgTSmeuICEDASqmzwE0b2pGQeEKl1ebxOKU/9ZmKCqSSs6MUMROHXDraoNd0VmGLenL51oGq2PlcuH8DFSlG2O5usv91HrLCVS0dijty1Fl8cQwnLSdZ9//AzBxes0Wl3iTJPfbVWgzdeTdBq9VJHMsL3KZT/vTxOsOtAIVGaKNQ5B4oq8BqjBZCbwal1tIIPSTMSJI2QRZTNmW0gZJn8axCWdvJE8rDeh5eayW5blNSlrqXMR1m9CWGut9mJmyyotGL0gH36D568pwkH+ZuWcp9fdOc23yYKWmxPLH4KiWyEIUpu31FRExdz7Kh3je/6+r+Vcnzk/dGsbapGUhTdnc/QCs7mVK7zAAZgS3Tnj87fEJ7FDxF0fqsbGXcUyrgi2bWs5Tnt8PYX/6pgH5pUzMFciJssBvyKp7KQXXOywZhwCq2FEqEzTqvac0RP/X5md8XqVQOSfLdFGuaQl5jR2wYaS/BF0U2X12lJQAlpLqBwhDm3eSqc9DSgZkQ6fQi2tLAJwKlCfb3aBQo1UAoYos+iYrRjSYWGG77TIWCZzN+MHQyqdaUkpDA3s/+BRJW7IGqqidnSJ5S0VQISUdWY//gRb+TJ8QdTa4H4SweEWyjzWQKWRjS+/jjlJMmZJax7gK10GPVrXdipg2Tqki3TFG2BqxHLY7YvryPUx/dSa4GGddtasVH8KXNcKOPhpQpETEej1NJDYln6E8rFCREeR4zOmMiMBQt1P02fWkAeQENjMUN+ggomSo17XNnsZ/edoOqTSkHe9BJk/uLZYwWTk2aWN1CRNgXeEzFKV25cObYCgLp9Bz2756az+8i66OYKo7R0HN4otlbHKQnga7EUk4NxpZo+yGPFov05znaGPYVcmpBTG8rY03DUoWDznxue5bIahSCISML6lgjneRIjMUjIjwQy9PXl9hCRLp5BHPGJr4/+n+YeOwuNk0OUjZFTp3ox1MBiYAvCQrIlKazDWG7UzmEJQtDClk4H5eQkTPnZzS8jNj6VE1MND/MpDprLGnEEWlawKZFyt4EkFLD4/FKxN4o4sy5jGVpc34YzIDKEbFAAUNnsSVAwPxWH54iX7WM7PfPQpa7iekj4XoQzvFJKbxygYH9P5+6jny+xLIX6BZhZyFk8I77icYbTOsKuWSM6pAH1wzzou27USiKMsaKHNpzSwhIaetdFNQMTZYzWgjZMvwAfY2Y4liAFr/zfV5yuvMy1Tyjkpaw6Zmk/ihW11jWqlLQNeZKRcIw5PcbExgjTBcDrJqhFvuYKMeXDGUsoWjaQZsBK+SM0W8q5F5KYGPy+RJd8QKmRVO0CRVSLBm+LWClmyW2ROCBKfoY1cJPPbqssLHWZHepQKxgg/X5kddD4CcYZrFiD5yWJtpjX7lF75xPyQZ4BER5Z1I2I+8ki7CASYVCxkGHC1mlII5oX3Qu9uTVUCpwSf8buaPnmyQ7xtg4vhSas4jnETUanclxUUTSKV/NlMIqg4eikD75lxOVIgjaFKjkxc76BR9CAzaAWHnMBgGNSDOQzKBMRNsuI2SSu/tS7u6pcmozpStroLXC2gQkQ9AIHkZFGBRjgY/Kc2KBAm2KxZh883pksO+YvYx/mx1XCeK6667jk5/85IK3vfWtb+Utb3nLMY7IOeaesg2CpxTLh1cyd1kv4WMTqKmcht3LbuXR7OtDdo6hPQUWmlrYHRTpyUvkqkjIbnoSw5rZbpJgFVPxJEkcEKUBdw+MMuq1OH9vmUxBgQzxdlBK+1D+HOI3ECtIFDC6cgPegzuIzRy0J8kDw+4q3F9MWNEO+FV3k02zCcoalArpbfVRjydoxg0atkWqhVJWwJOIph8xnhVYmc/hZWW2d9WoZs0w3tsAABuFSURBVFA2Ca0sZCbWDJTKDKUtPKsItc+SJEfEoH14oa2xXVcZixU6n8MLfJJqkbIoumqGHeVpVtbKxNJZSawBX/novJvUdP5OjiI86G0vZGecgj19w4HHXiufC5e/BpYJzMyR3nU/wfZdEAXYpIlfb6Dmy18DKcwP/Hjzixnnn0YUM1jGw4iBNGVXUZOGhu4UhtpgfWG8HGMadfoE/GCMiu2cVfG/ZnNOr7cpWUUFsL6HyjqltEIFbE6uNW1dIc4Mc1ojktJn20ixiD1pRacc13nOjqshpkajQbPZPOi6T37yk9xyyy1885vfZGho6Bnv64aYfssZg9RaYECqEfg+0S/uw797C9Tq2Czn3rKmaIew+Ig19JpxlFenEfWQiSZODIPGsCPS/LJvOy/cvYaT8s6Zx9MeZIFQSC0hGiXglzS2uxdvzyQ+llFfMVreQ5R4fHe5T6Y8PPH584djem0BrTp7Q9V1m0bVUrBFZmQvOteEaYUwL/BgqZe6hqE0YUsFRmPLemNphJoJFbOm0WZ55lFAI5nQlWeI9gjSlGqeg3SGbsaLReb6+4mbKUUUSmUEaYK0muyIFStSKCdRp9RV6gftmaTYfxiPwhY1ZtVKkpdeBIV44cdeBDUzB9Yinof+v3cR7NqLsqCaDbx251To/Tuq7l8I91DoMRqVWdmu0VbCo9Wckbqix2jCOKaWtni4pKm0LYNN6FcQKq9TsiudnpfyFcoKuUySiUKbkwnUDGCZ1AOkfplAcvqznWjPIznrVPJLznt+X4u/ZU6YIaZSqUSp9OQWv3fffTdf/epXuf766w+ZHJzfAVqjusvAk+Pn2VmbOyW2E9NgDGsffZR97X1oo6mIT1osg5plrrdMqxIzuDNhmph9/npOn15OiV0YqrSVYUe5DZKxLNdY61EiRzLwG030/LflwUwIan0kXo3XPa7Z0iv0JJoyOdpqPGVBCaU8JphJCZQQqR5qYRPlN/CNIcZya98yEsp4QOrnTKmEsniMTM1QJ2Yyh8G0xt19fSzNoYBiZW6pkqEU1PyIHQWfSiLU/JA0Sagqj7GyR6Q0Y0XFklmhxho8ylS4B4/8QIUPKkfPnxON53XO5A6CZ37slUJ6ntyiwrzsIkw76ZScxRH+nXfiPboLNdtEGxBjUPUmyzPhiVKJsVARmzabpz26rCUEgsY4ZQsFU2A68KjQIlODeCrFt8Ksn6KDECseUyYml2H6zD4iMrR04ykhlhkK2QQRnW2+8+VLyM89/Wi/8n6nHVc9iKcSEV7zmtewbNkyPv7xjx/2910P4neYCCQJ5AaCgJk77mVqxxTKE8rNCbLhMlS6sJMaP4sxc4+TmiG60ln60z2I7zFWCtijcvysybomFMXgiY8fx6jUgt3/7ftJbb9NJgbfhuRpHwXPoFWCURm5l+GLhyh/vppJqKk5cqXZVi7z/cEulrUNI40muYK5WFFuG0oJvKBhmYonuX1gFcUkopKlrG01Wd4WEmXYE/uMh5p91V76pMCyWsLSuTq1SsLuqseMbynnhhX71qHy1cTyKwqMobDUFfiRRxmLiML2d5G85OLOsbPPkbdjF3rrI6ipWYKdoyixzPgBDxerFBRsrE2jLJ0V4Mxh/d342QoEj5QmTW8tQazRxoAIvtcgN5otYYGCGIIsI0OxNOumag3am6Tld4YYQ61IX3EJdmS12631WTphehBPdeutt7J161b++Z//ebFDcY53SnXKaOd1X/RCwl88TKuWUSksJYw0s+2IfH2BrvEniKbGSLMH8W2M1mXyYpHuriLdE9NUmxHefH2/YLCpIS0q9oVzLJ2qzB/HCZYcz8QUxKCV4tGgnz41SSVPES/qbKsBGBRF0zmPuiJdYOC8WaiYGt8f0tyvFWfM5pw808A3ET2pUFAK0Rkbmg/SznsoilDKDE1VZjS2TIawJ4Tlc3XW1DwKxuJJQk8jAV2g16ZMRil7ux6mf6qXCbWMTFnahTGaIWwaWInesBb6u5H+ftD6GR/aZ8OuWo5duQysxd55P8G9D1BN2pxZ0dBsI1EE2gMjqEyD2k0a34XKI3yzjlx8cnyK1iCeT2gMbRUTiM9d5Qq+yskVLN83ij8/ZlYUDwk0ZnjQJYfnwTFNELt27eLiiy9e8LYwDLnvvvsO/HzDDTfw0pe+lFWrVh2r8JzfFp5H8Zz1FJ9y1f4BEm+vj1cMKD78GKIVsnQZk0v7aTem6MXi7ZyYTwE+Mr9OuCmWTDL2Fmv0tKooUeB7eMUY0n34qSb2JrgvXsJg0qRbJomilCyMmVFd+FlCf5pQyCze/BHLGxo58d4GBqERW3YFOae3MjSallh6mwPMxGNE/jiBDSjYQZpi2VnI2VvIyDzF0DRYyQlUTui1EKvonW6QK0PVbzLna1rRNN35Tu7qyci9kFWlMl2rV2CHlyC9z8POpkp1zhQ553Tys09DP7YTNVcnXz6MN1fDv/8RMBZlcvS+IrrWWdBngEKpSSvuQ+oZsdfGKkhVjWFTJJ5NaIQJJzcbVOcXx4n2sD1VzMZ1mIFelxyeB8c0QQwNDXHzzTcveJvnPbk6cnR0lJ///OfccMMNxyo053eEHR7CDg/B+S/sXNFo0jdbIw8V9mRLPtfCn2mAgFE+0wPLCGQKkyQ0dEQa++isSpU5vMQSRB4NNYVSdcr6MR7tKeD5M6zNRon1NLPFU2gVX8AjNmPNTEZcr1NqZpStYTjVPFxpExifTXNdNLQhlxaRlGkRUphZxbAkFK3f2UIcYSCvc2/Rsn4uYMAIORmZ1oQSYqWzwZ3xcrABioRIahTo58XjdQrMwArd2cCuUjrk43RUKIU56ckveHagl/QpP2Mt7fEJ5Md3oZpN2kN9DOgQf8duREoImlJzgkfi+wmSQU6bk/lhu87dJY4QpTD93dg1bjuN58NxOQfxpS99iU996lPcdtttByWOQ3FzEM5zlWcN1K49xL98CL+d0ezpZ7YyTDrzAN5EQjLXIsxC+ts9pH4bWxilJHO07By7S23GVBkPRcQsS/yHCYxCeYogL1JonUbqr8PXIV5rFsl2UZIIjSYT01ktng7xYDUj0W16bB1tigR5jLEhRSwVE6F1HUMDlOBJZ0V1U3lE+9cUi2J3eTfkZWb9Cl2mjiioSEQxisgufhH+6o0QHT9loJLn2DxHtxJotonu2opqNCHQWAu17GGytM3g3sL8Hk6d+9lyiXzdSrJLLzhqw2S/i064OYg777yTs88++4iTg+McDX5QgjUnk605mQwgyfAeniFOVkLfGEHRR433MR0G4BcYYJwg6SHICui5GXSoqAc+BVNA+RorHlpSrG4x4ecEWZtC3INqWnKdgm9QuYe1GYEpE/gTrJ9dz0M9j1NMNfWgTcEr4nsxNfrwbIHIjjPljxN7LULbOYozx/KTLp+y9ejPcgLTR7u4hz1hzm4psTqpUyr7tF6wgWjktONuKEb5Ptr3O/NIPV0kA714E9PYni7UXI34zhzaO2mmiuIMYMDGEXZ4iPz0jS45PI+OywSxdetWXvWqVy12GM7vOBUFVE7pJ+mN0O0BbDJGPRmj577teGmCCqrky7rg8Z2U2mVObrWxTZ8JNUAW9CP+BBbwTR/jkaGsdpIoHxNDX62bNrNoPKq2yJTXQsgpRvewxM6RFxJ6k5ixUg/lpjATQTMUVs+WKKsJpgKP0BMi6zGYZWyuCw+Uc+aChGa8kv7mMKtNRjPoZnggJN64Crt5/WI/pEcmDLBLO1VVUojgJf+byBjwNa2de9DjU9hyjF21AkrFw/wx57k4LhPE+Pg43d3dix2G46A8Rby0ClQh70e1lpGU9hJNNkBC7FAfY+WA/i3jeI06Sim6aFFvjFAPeui2NVqez2RljtFCiTCdwvMHMIUyJenDz3JymgyJ5iGdUDUxKu0mDUZplKeoDe6hacpM673sokmczzKQbWRFovAw+GIAj6HM0D0N4ml2Rw8zXj0NCQoMBynlYkC6bvUiP5LPga87F0DWrCB38w3HzHE5B/GbcHMQzjGXZWCF2vQ4c4/toO9Xe/HqbXIvJ1V1Gn4GNLhtya+YKno0pZuTp0/j5Lnl1L1Z+hOfkoHhpIWQUo/28kQUsrxVJszBKyTEocddhRmmYw9yRf9sxMraJkKxlJjEI8UDJhUU6FQDjRVSepdV0QPDFIbWYVctg6Lb1dRZ2Ak3B+E4J4T51ceVoaUUwxIsWU573yxjE7Os2r2DJBunqUNCfwnjhX0EMkn/2D5G6r3sLFtCkzOQNuZ3MWpTK84Q6RibB3g2oG16SJSixQTVdkh322M4MbS8ATLxactSMu9hitTYVdQEuTAVG1p+zNp6BbN+NWalSw7Ob84lCMd5rpRC93ZDbzeltbBmcgq9u4/+R3fymMo4pfgCNs9OU4oj1k+NouwUfg0m9BCpquFJqbMNXdLLWFeNsWqNntpK6rrCQJLSDjVaYDqAZaZCl5liT7ABX3Lq4QhN/8fsKPg8EWv6Mzi7Dl7eJtde53hOx/kNuSEmx3m+5Dkzu/YwMTVNUWmWZYZoy8PosQmMNCEvADHiJaREeCQ8Woj5f5espitPWdpscEptCrxpHqrOoEVYP9fDynyARHx2BwNIMMP2/lvpTgJWTa0hQlONujD9veSv+t/HVTmrc3w61BCTSxCO83yzdn6fKB+1Z4z4/7sNabeZCh8nU9P4aQ/V6QF8oKVa3FMapBmXWNZusbI5TRso2AwQCvgo5XfO4pYqNk64e+k3aEctVs4NsiRfRal/LfaC81E9z8NKaee3jksQjnM8MQa1bxxRHkmzSem+h9g13aR7ahpICRJLpBT+/BGfsyQYLyW0ijIRojTQeVNLMSILLNv796FWL2fw5BcTdA+gjrO1Ds7xy01SO87xRGtk6RIAIsDisWzPOHfa1RhpcNaWB4lqCUjnsJxqoMjbLTwVzJ/kUEA8g+gKRitsscLa8lpM9yC21H3cLYRzTlyuB+E4xxk7vpfoJ/dAI8V2VfCswT76X2RpQmAGycpDqLhAGlexpQomsER9ZYLTN7qFY86z5oaYHOdE1WzjPfQY3myNbHoWUyrjFWJmqgHNoS683IBSRD099BXcnIPz7LkhJsc5URVj7KnrkVoD1UrReY4qFgi8lEwbtB+Qi6U3dGsdnKPPJQjHOd5pjXRVIE5RWQbapxIU8ZQlsRlFHRJrV87qHH0uQTjOiUApiKPOZV4JKBE9830c5zly+2k7juM4C3IJwnEcx1mQSxCO4zjOglyCcBzHcRbkEoTjOI6zIJcgHMdxnAW5BOE4juMs6Ldmqw3HcRzn6HI9CMdxHGdBLkE4juM4C3IJwnEcx1mQSxCO4zjOglyCcBzHcRbkEoTjOI6zIJcgHMdxnAWdsAlidHSUt73tbZx99tmcddZZvOMd72Dfvn0AZFnGJz/5SS655BLOOOMMXvWqV/HDH/5wkSM+tEO1J01TPvKRj3DBBRdw+umn87rXvY577rlnkSM+tEO156nm5ua48MILue666xYhymfncG160YtexPr16w+6/Nu//dsiRnxoh2vPL3/5S6688kpOO+00Lr74Yr74xS8uYrRH5lBtevpzs/+yYcOGRY76mR3uObrxxhu59NJLD3zO/ehHPzq6AcgJyForl19+ubz+9a+Xbdu2ybZt2+R1r3udvOpVrxIRkY9+9KNy/vnny6233irbt2+XT3/607Jhwwb5+c9/vsiRL+xw7fngBz8of/AHfyA/+clPZMeOHfKBD3xAzjjjDBkdHV3kyBd2uPY81Tve8Q4ZGRmRT3ziE4sQ6ZE7XJvGx8dlZGREfvGLX8jY2NiBS6PRWOTIF3a49jzyyCNy2mmnyYc+9CHZvn273HTTTbJp0yb53ve+t8iRP7PDtempz8vY2Jhs2bJFXvCCF8i11167yJEv7HDt+da3viVnnHGGfO9735OdO3fKddddJ6eccops3br1qMVwQiaIsbExefvb3y5PPPHEgetuueUWGRkZkZmZGfm93/s9+dKXvnTQfa6++mr5m7/5m2Md6hE5XHs++MEPyq233nrgtrm5ORkZGZEf/OAHixHuYR2uPft95zvfkUsvvVQuuOCC4z5BHK5NP/nJT+SUU06RJEkWMcojd7j2vOtd75LXve51B93nfe97n/z93//9sQ71iB3p626/N7zhDXLllVeKMeZYhnnEDteet771rfKWt7zloPuce+658rnPfe6oxXBCJoin27t3r/zlX/6l/NEf/ZFkWSY//vGPZXx8/KDf+bM/+zN585vfvEgRPjtPbc/T1Wo1ufbaa+WFL3zhcduDeLqF2jM6OirnnHOO3HXXXXLJJZcc9wni6Z7eps9//vPykpe8ZJGj+s09vT3nnXee3HjjjYsc1XNzqPfRf/3Xf8nGjRtl27ZtixDZb+bp7bnmmmvknHPOkW3btom1Vr73ve/Jhg0b5Gc/+9lR+z9P+DOp3/zmN3PrrbfS1dXFF77wBXzf57zzzjvod371q1/x05/+lPe///2LFOWRe3p7nurzn/88//RP/4RSig9/+MMMDQ0tUpRHbqH2iAjvec97+OM//mPOPPPMRY7w2VuoTQ8//DC+7/PGN76R+++/n6GhIa6++mpe+cpXLnK0h/f09tTrdSYmJigWi7zzne/kxz/+MX19fVx99dW85jWvWexwj8ih3kcAn/jEJ7j88suP6/mHp1qoPX/1V3/Fgw8+yBVXXIHWGmMMf/u3f8vZZ5999P7jo5ZqFsm2bdvk3nvvlTe+8Y1y7rnn/tq36u3bt8sFF1wgf/InfyJpmi5SlEfuUO3ZuXOnbN26Va699lrZuHGj/M///M8iRnpkFmrPDTfcIJdddtmB4ZgTrQexUJuuvPJKOf/88+UHP/iBbNu2Ta6//nrZuHGjfP3rX1/scA/r6e3ZtWuXjIyMyNlnny2f/vSnZevWrfLFL35RNm3adEK0R+TQ76Of/exnsn79ennkkUcWMcJnZ6H23HvvvfLKV75SvvrVr8qWLVvkuuuuk82bN8ttt9121P7fEz5B7NdsNuXss8+WT33qUweuu+++++S8886Tyy67TKamphYxumdvofY81Rve8Ab58z//82Mc1W/uqe15wQtecNBE2omWIPZ7apuSJJFarXbQ7ddcc41cdtllixTds7e/Pdddd52MjIzIu971roNu/8AHPnBCtUdk4ffRe9/73l+bXzlRPLU9l1xyiVx//fUH3f7Od75zwWKQ39QJWeY6MTHBd7/73YOuKxQKrFix4kAJ2B133MFVV13FypUrufHGG+np6VmMUI/Iodqzd+9ebrnlFsbHxw+6fWRkZMGy0ePBodrzsY99jGazyWtf+1rOPPNMzjzzTJ544gmuv/56Xv7yly9SxId3uNdcGIaUy+WDbh8ZGWHv3r3HMswjdqj2TE5OEoYhIyMjB91+0kknsWvXrmMZ5rNyJJ8LIsKPfvQjXvayly1GiM/K4dqzc+dONm/efNDtp59+Ojt27DhqMZyQCWLPnj389V//Nffdd9+B62q1Go8//jjr1q3jzjvv5E1vehPnnHMO//Ef/0FXV9ciRnt4h2rPyMgI7373u/nP//zPg+5z3333cdJJJx3rUI/Iodrz9re/ne9///t861vfOnAZHh7mT//0T/n3f//3RYz60A7VptWrV3PhhRfy+c9//qD73H///axbt+4YR3pkDvceOuOMMw66DTrzLCtXrjzWoR6xw7UJ4LHHHmNycpJzzz13scI8YodrTxzHPPjggwfd56GHHmLVqlVHL4ij1hc5howx8trXvlZe8YpXyL333itbtmyRv/iLv5BLLrlE5ubm5MILL5TLLrtM9uzZc1Dd80KlbseDQ7WnXq/LtddeK2eddZbccsst8uijj8qHP/xh2bx581Gtdz6aDteepzsRhpgO16b3v//9cvbZZ8sPf/hD2b59u3zmM5+RU045RW6//fbFDn1Bh2vPHXfcIRs3bpTrr79edu7cKV/72tdk06ZN8s1vfnOxQ39GR/K6+/a3vy2bN28Wa+0iR3t4h2vPRz7yETnrrLPku9/9ruzcuVNuvPFGOeWUU+T73//+UYvhhEwQIiKTk5Py7ne/W84991w588wz5a1vfauMjo7K7bffLiMjIwteXv/61y922M/omdojIpJlmfzrv/6rXHTRRbJ582a58sor5c4771zkiA/tUO15uhMhQYgcuk1Jksi1114rF110kWzatEkuv/zy43adyn6He45++MMfyuWXXy6bNm2SP/zDP5Qvf/nLixjtkTlcmz73uc/J+eefv4gRPjuH+1y4/vrr5dJLL5XTTz9drrjiCrn55puP6v/vjhx1HMdxFnRCzkE4juM4zz+XIBzHcZwFuQThOI7jLMglCMdxHGdBLkE4juM4C3IJwnEcx1nQCb+bq+Mspquuuoqf//znB12nlKJYLLJ69Wpe//rXc8UVV/za/V796lezZcsWPvvZz/L7v//7xypcx3lWXIJwnOfo1FNP5X3ve9+Bn621jI6OcsMNN/Cud72L7u5uLrzwwgO3P/DAA2zZsoWRkRG+8pWvuAThHLdcgnCc56hcLnPGGWf82vUvfvGLedGLXsQ3vvGNgxLEN77xDdatW8fVV1/N3/3d3zE2Nsbg4OCxDNlxjoibg3Cc50kYhgRBgFLqwHVZlvHtb3+bF7/4xbzkJS9Ba81NN920iFE6zjNzCcJxniMRIc/zA5ckSXj00Ud5z3veQ6PROGgO4r//+7+ZmpriiiuuoFqtcvHFF/O1r30Na+0itsBxFuaGmBznOfrpT3/Kpk2bDrpOKcX69ev5+Mc/zkUXXXTg+ptuuolTTjnlwFGXr371q7n55pu5/fbbDxqGcpzjgUsQjvMcnXbaaVxzzTUA7Nu3j49//OPkec7HPvYx1q5de+D3JiYmuP3223nb297G3Nwc0Jng7u/v5ytf+YpLEM5xx+3m6jjPwVVXXYXW+qDDgiYmJnjFK15BFEXcdNNN9Pb2AvDZz36Wj370owv+Ha01P/rRjxgaGjoWYTvOEXFzEI5zlPX393PNNdewZ88e/uEf/uHA9d/85jc566yz+MIXvnDQ5V/+5V8wxvC1r31tEaN2nF/nhpgc53nw0pe+lAsuuIDvfOc7XHnllcRxzMMPP8w//uM/cs455/za73/mM5/h61//Om9605vQWi9CxI7z61wPwnGeJ+9973sJgoAPfehD3HTTTYRhyKWXXrrg777yla9k79693Hbbbcc4Ssd5Zi5BOM7zZO3atVx11VU8+OCD3HzzzVxwwQVUKpUFf/flL385QRDw5S9/+RhH6TjPzE1SO47jOAtyPQjHcRxnQS5BOI7jOAtyCcJxHMdZkEsQjuM4zoJcgnAcx3EW5BKE4ziOsyCXIBzHcZwFuQThOI7jLOj/B3Ddiv5dTVAVAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "nb_astcor_diag_plot(wise[\"ra\"], wise[\"dec\"], \n", " gaia_coords.ra, gaia_coords.dec, near_ra0=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## V - Saving to disk" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "wise.write(f\"../dmu16_allwise/data/Allwise_PSF_stack_GAIA_{field}.fits\", overwrite=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Python (herschelhelp_internal)", "language": "python", "name": "helpint" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 1 }