{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# PML Test (Hugonin 2005)\n", "\n", "This test illustrates the usage of the complex coordinate transform. This is useful when dealing with structure in which a high portion of the power is scattered away. \n", "\n", "This test is based on the paper **\"Perfectly matched layers as nonlinear coordinate\n", "transforms: a generalized formalization\" by Jean Paul Hugonin and Philippe Lalanne (J. Opt. Soc. Am. A / Vol. 22, No. 9 / September 2005).** [10.1364/JOSAA.22.001844](https://doi.org/10.1364/JOSAA.22.001844)\n", "\n", "## Summary\n", "The example will compute the reflection and transmission from 2 dent in a 1D waveguide. \n", "\n", "The following example will:\n", " 1. Import all necessary modules\n", " 2. Define the layers involved\n", " 3. Combine them into a structure\n", " 4. Calculate transmission and reflection\n", " 5. Sweep over truncation order\n", " \n", " \n", "### Import modules" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import A_FMM" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Define layers involved" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(array([[ 5.90909091e-01-4.54545455e-02j, 2.72660178e-01+1.73262321e-02j,\n", " -4.96979855e-02+2.09010219e-02j, ...,\n", " -7.50191184e-06-2.50721126e-06j, -6.93858730e-06-2.31863380e-06j,\n", " -1.99160242e-06-6.65441959e-07j],\n", " [ 2.72660178e-01+1.73262321e-02j, 5.90909091e-01-4.54545455e-02j,\n", " 2.72660178e-01+1.73262321e-02j, ...,\n", " -2.51739592e-06-8.41459341e-07j, -7.50191184e-06-2.50721126e-06j,\n", " -6.93858730e-06-2.31863380e-06j],\n", " [-4.96979855e-02+2.09010219e-02j, 2.72660178e-01+1.73262321e-02j,\n", " 5.90909091e-01-4.54545455e-02j, ...,\n", " 5.24552476e-06+1.75363218e-06j, -2.51739592e-06-8.41459341e-07j,\n", " -7.50191184e-06-2.50721126e-06j],\n", " ...,\n", " [-7.50191184e-06-2.50721126e-06j, -2.51739592e-06-8.41459341e-07j,\n", " 5.24552476e-06+1.75363218e-06j, ...,\n", " 5.90909091e-01-4.54545455e-02j, 2.72660178e-01+1.73262321e-02j,\n", " -4.96979855e-02+2.09010219e-02j],\n", " [-6.93858730e-06-2.31863380e-06j, -7.50191184e-06-2.50721126e-06j,\n", " -2.51739592e-06-8.41459341e-07j, ...,\n", " 2.72660178e-01+1.73262321e-02j, 5.90909091e-01-4.54545455e-02j,\n", " 2.72660178e-01+1.73262321e-02j],\n", " [-1.99160242e-06-6.65441959e-07j, -6.93858730e-06-2.31863380e-06j,\n", " -7.50191184e-06-2.50721126e-06j, ...,\n", " -4.96979855e-02+2.09010219e-02j, 2.72660178e-01+1.73262321e-02j,\n", " 5.90909091e-01-4.54545455e-02j]]),\n", " None)" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ax = 1.1\n", "lam = 0.975\n", "k0 = ax/lam\n", "\n", "s = 0.3\n", "d = 0.15\n", "\n", "n_core = 3.5\n", "n_clad = 2.9\n", "n_air = 1.0\n", "\n", "Nx = 20\n", "Ny = 0\n", "\n", "cr = A_FMM.Creator()\n", "cr.slab(n_core**2.0, n_clad**2.0, n_air**2.0, s/ax)\n", "wave = A_FMM.Layer(Nx,0,cr)\n", "wave.transform(0.3/1.1, complex_transform=True)\n", "cr.slab(n_air**2.0, n_clad**2.0, n_air**2.0, s/ax)\n", "gap=A_FMM.Layer(Nx,0,cr) \n", "gap.transform(0.3/1.1, complex_transform=True)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/marco/Documents/MyPrograms/A_FMM/test_venv/lib/python3.10/site-packages/matplotlib/contour.py:1568: ComplexWarning: Casting complex values to real discards the imaginary part\n", " self.zmax = z.max().astype(float)\n", "/home/marco/Documents/MyPrograms/A_FMM/test_venv/lib/python3.10/site-packages/matplotlib/contour.py:1569: ComplexWarning: Casting complex values to real discards the imaginary part\n", " self.zmin = z.min().astype(float)\n", "/home/marco/Documents/MyPrograms/A_FMM/test_venv/lib/python3.10/site-packages/numpy/ma/core.py:2820: ComplexWarning: Casting complex values to real discards the imaginary part\n", " _data = np.array(data, dtype=dtype, copy=copy,\n" ] }, { "data": { "text/plain": [ "(Text(0.5, 0, 'z'), Text(0, 0.5, 'x'), None)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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iIjL71WXMiIgJEyZE27ZtM0tJScn2HBoAAABQjxpN2LEt+vXrF0OHDo2+ffvGkUceGY8++mh07Ngx7rjjju0ad9SoUVFZWZlZlixZUk8VAwAAANur0YQdHTp0iKZNm0ZFRUVWe0VFRRQVFW3VGM2bN4+DDz44Fi1aFBGR2a+uY+bn50dBQUHWAgAAAOwcGk3Y0aJFizjkkENixowZmbaampqYMWNG9OvXb6vG2LBhQ8yfPz86d+4cERHdunWLoqKirDGrqqpi9uzZWz0mAAAAsHNplusC6mLkyJExbNiwOPTQQ+Owww6LiRMnxurVq2P48OERETF06ND4yle+EhMmTIiIiHHjxsXXv/712G+//WLlypVx0003xXvvvRc/+MEPIuIfb2q5+OKL46c//Wnsv//+0a1bt7j66qujuLg4TjzxxFwdJgAAALAdGlXYccopp8THH38co0ePjvLy8ujbt29MmzYt84DR999/P5o0+d+bVT799NMYMWJElJeXxx577BGHHHJI/PWvf42ePXtm+lxxxRWxevXqOPvss2PlypVxxBFHxLRp06Jly5Y7/PgAAACA7ZeXJEmS6yIau6qqqmjbtm1UVFR4fgcAAMAOVFVVFYWFhVFZWZmq67EvrzP79+8fzZrV730K69evj5kzZ6buM/tnjeaZHQAAAABbQ9gBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAWj3//PNx3HHHRXFxceTl5cXjjz+etT1Jkhg9enR07tw5WrVqFWVlZfHOO+/kptj/n7ADAAAAqNXq1aujT58+MWnSpE1uv/HGG+PWW2+NyZMnx+zZs6NNmzYxcODA+OKLL3Zwpf+rWc5+MgAAALDTO+aYY+KYY47Z5LYkSWLixInxk5/8JE444YSIiLj//vujsLAwHn/88RgyZMiOLDXDnR0AAACwC6qqqspaqqur6zzG4sWLo7y8PMrKyjJtbdu2jdLS0pg1a1Z9llsn7uwAAACAnVT37t0jPz+/Xsesrq6OmTNnRklJSVb7mDFjYuzYsXUaq7y8PCIiCgsLs9oLCwsz23JB2AEAAAC7oCVLlkRBQUFmvb5DlVzyNRYAAADYBRUUFGQt2xJ2FBUVRURERUVFVntFRUVmWy4IOwAAAIBt0q1btygqKooZM2Zk2qqqqmL27NnRr1+/nNXlaywAAABArVatWhWLFi3KrC9evDjmzZsX7du3j7333jsuvvji+OlPfxr7779/dOvWLa6++uooLi6OE088MWc1CzsAAACAWr388stx1FFHZdZHjhwZERHDhg2Le++9N6644opYvXp1nH322bFy5co44ogjYtq0adGyZctclSzsAAAAAGrXv3//SJKk1u15eXkxbty4GDdu3A6savM8swMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACp0ujCjkmTJkXXrl2jZcuWUVpaGnPmzKm171133RXf/OY3Y4899og99tgjysrKNup/5plnRl5eXtYyaNCghj4MAAAAoIE0qrDjoYceipEjR8aYMWPilVdeiT59+sTAgQNj2bJlm+w/c+bMOPXUU+O5556LWbNmRUlJSRx99NHx4YcfZvUbNGhQLF26NLP86le/2hGHAwAAADSARhV23HLLLTFixIgYPnx49OzZMyZPnhytW7eOKVOmbLL/Aw88EOedd1707ds3evToEb/4xS+ipqYmZsyYkdUvPz8/ioqKMssee+yxIw4HAAAAaACNJuxYu3ZtzJ07N8rKyjJtTZo0ibKyspg1a9ZWjbFmzZpYt25dtG/fPqt95syZ0alTp+jevXuce+65sXz58s2OU11dHVVVVVkLAAAAsHNoNGHHJ598Ehs2bIjCwsKs9sLCwigvL9+qMa688sooLi7OCkwGDRoU999/f8yYMSNuuOGG+NOf/hTHHHNMbNiwodZxJkyYEG3bts0sJSUl23ZQAAAAQL1rlusCdpTrr78+HnzwwZg5c2a0bNky0z5kyJDMn3v16hW9e/eOfffdN2bOnBkDBgzY5FijRo2KkSNHZtarqqoEHgAAALCTaDR3dnTo0CGaNm0aFRUVWe0VFRVRVFS02X1vvvnmuP766+Ppp5+O3r17b7bvPvvsEx06dIhFixbV2ic/Pz8KCgqyFgAAAGDn0GjCjhYtWsQhhxyS9XDRLx822q9fv1r3u/HGG2P8+PExbdq0OPTQQ7f4cz744INYvnx5dO7cuV7qBgAAAHasRhN2RESMHDky7rrrrrjvvvtiwYIFce6558bq1atj+PDhERExdOjQGDVqVKb/DTfcEFdffXVMmTIlunbtGuXl5VFeXh6rVq2KiIhVq1bF5ZdfHi+++GK8++67MWPGjDjhhBNiv/32i4EDB+bkGAEAAIDt06ie2XHKKafExx9/HKNHj47y8vLo27dvTJs2LfPQ0vfffz+aNPnf/Ob222+PtWvXxn/+539mjTNmzJgYO3ZsNG3aNF577bW47777YuXKlVFcXBxHH310jB8/PvLz83fosQEAAAD1o1GFHRERF1xwQVxwwQWb3DZz5sys9XfffXezY7Vq1SqeeuqpeqoMAAAA2Bk0qq+xAAAAAGyJsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAAC12rBhQ1x99dXRrVu3aNWqVey7774xfvz4SJIk16XVqlmuCwAAAAB2XjfccEPcfvvtcd9998WBBx4YL7/8cgwfPjzatm0bF110Ua7L2yRhRz1atmxZfP7557kuAwAAYJfx2Wef5bqE1PvrX/8aJ5xwQgwePDgiIrp27Rq/+tWvYs6cOTmurHbCjnq0ZMmSaNOmTa7LAAAA2GWsXr061yU0WlVVVVnr+fn5kZ+fv1G/ww8/PO688854++2349/+7d/ib3/7W7zwwgtxyy237KhS60zYAQAAADup/fffP1q1alWvY375jYSSkpKs9jFjxsTYsWM36n/VVVdFVVVV9OjRI5o2bRobNmyIa6+9Nk477bR6ras+CTvq0ZtvvlnvfwkBAAConUcJbLslS5ZEQUFBZn1Td3VERDz88MPxwAMPxNSpU+PAAw+MefPmxcUXXxzFxcUxbNiwHVVunQg76tE777xT618OAAAA6l91dXWuS2i0CgoKssKO2lx++eVx1VVXxZAhQyIiolevXvHee+/FhAkThB27goULF0azZj5SAACAHWX9+vW5LiH11qxZE02aNMlqa9q0adTU1OSooi1zZQ4AAADU6rjjjotrr7029t577zjwwAPj1VdfjVtuuSW+//3v57q0Wgk76tH8+fM3SrsAAABoODvz3QVpcdttt8XVV18d5513XixbtiyKi4vjhz/8YYwePTrXpdVK2AEAAADUavfdd4+JEyfGxIkTc13KVnMbAgAAAJAqwg4AAAAgVYQdAAAAQKoIOwAAAIBUEXYAAAAAqeJtLAAAAEDOzZgxI2bMmBHLli3b6JXCU6ZMqdNYwg4AAAAgp6655poYN25cHHroodG5c+fIy8vbrvGEHfWoV69e0ayZjxQAAGBHWb9+fcycOTPXZbCdJk+eHPfee2+cccYZ9TKeK/N6NH/+/GjSxGNQAAAAdpR//boDjdPatWvj8MMPr7fxXJkDAAAAOfWDH/wgpk6dWm/jubMDAAAAyKkvvvgi7rzzznjmmWeid+/e0bx586ztt9xyS53GE3YAAAAAOfXaa69F3759IyLi9ddfz9q2LQ8rFXYAAAAAOfXcc8/V63ie2QEAAADsND744IP44IMPtmsMYQcAAACQUzU1NTFu3Lho27ZtdOnSJbp06RLt2rWL8ePHb9Mbd3yNBQAAAMip//qv/4q77747rr/++vjGN74REREvvPBCjB07Nr744ou49tpr6zSesKMe9erVK5o185ECAADsKOvXr4+ZM2fmugy203333Re/+MUv4vjjj8+09e7dO77yla/EeeedJ+zIpfnz50eTJr4ZBAAAsKNsy1cc2PmsWLEievTosVF7jx49YsWKFXUez5U5AAAAkFN9+vSJn//85xu1//znP48+ffrUeTx3dgAAAAA5deONN8bgwYPjmWeeiX79+kVExKxZs2LJkiXx5JNP1nk8d3YAAAAAOXXkkUfG22+/Hf/xH/8RK1eujJUrV8ZJJ50UCxcujG9+85t1Hs+dHQAAAEDOFRcX1/lBpLVpdHd2TJo0Kbp27RotW7aM0tLSmDNnzmb7P/LII9GjR49o2bJl9OrVa6PbX5IkidGjR0fnzp2jVatWUVZWFu+8805DHgIAAADs8l577bWtXuqqUd3Z8dBDD8XIkSNj8uTJUVpaGhMnToyBAwfGwoULo1OnThv1/+tf/xqnnnpqTJgwIb797W/H1KlT48QTT4xXXnklDjrooIj4x/eCbr311rjvvvuiW7ducfXVV8fAgQPjzTffjJYtW+7oQwQAAIBdQt++fSMvLy+SJNlsv7y8vNiwYUOdxs5LtjTqv3juuefiqKOO2uS2O+64I374wx/WqYC6KC0tja997WuZJ7TW1NRESUlJXHjhhXHVVVdt1P+UU06J1atXx+9///tM29e//vXo27dvTJ48OZIkieLi4rj00kvjsssui4iIysrKKCwsjHvvvTeGDBmyVXVVVVVF27ZtY8899/TqWQAAgB2opqYmli9fHpWVlVFQUJDrcurNl9eZN998c7Rq1apex/7888/jsssuy/ln9t5772113y5dutRp7DpfmQ8aNCguv/zyWLduXabtk08+ieOOO26TgUN9Wbt2bcydOzfKysoybU2aNImysrKYNWvWJveZNWtWVv+IiIEDB2b6L168OMrLy7P6tG3bNkpLS2sdMyKiuro6qqqqshYAAABg63Xp0mWrl7qq89dYnnvuuRg6dGhMnz49pk6dGosXL46zzjorunfvHvPmzatzAVvrk08+iQ0bNkRhYWFWe2FhYbz11lub3Ke8vHyT/cvLyzPbv2yrrc+mTJgwIa655po6HwMAAADwD0888UQcc8wx0bx583jiiSc22/f444+v09h1DjsOP/zwmDdvXpxzzjnx1a9+NWpqamL8+PFxxRVXRF5eXl2Ha5RGjRoVI0eOzKxXVVVFSUlJDisCAACAxuXEE0+M8vLy6NSpU5x44om19tuWZ3Zs0wNK33777Xj55Zdjr732io8++igWLlwYa9asiTZt2mzLcFulQ4cO0bRp06ioqMhqr6ioiKKiok3uU1RUtNn+X/5vRUVFdO7cOatP3759a60lPz8/8vPzt+UwAAAAgPjH81Y29ef6UOdndlx//fXRr1+/+D//5//E66+/HnPmzIlXX301evfuvdnnXGyvFi1axCGHHBIzZszItNXU1MSMGTOiX79+m9ynX79+Wf0jIqZPn57p361btygqKsrqU1VVFbNnz651TAAAAKDhrVy5cpv3rXPY8bOf/Swef/zxuO2226Jly5Zx0EEHxZw5c+Kkk06K/v37b3MhW2PkyJFx1113xX333RcLFiyIc889N1avXh3Dhw+PiIihQ4fGqFGjMv1/9KMfxbRp0+L//t//G2+99VaMHTs2Xn755bjgggsi4h+3wlx88cXx05/+NJ544omYP39+DB06NIqLizd7Cw0AAABQf2644YZ46KGHMuvf+c53on379vGVr3wl/va3v9V5vDp/jWX+/PnRoUOHrLbmzZvHTTfdFN/+9rfrXEBdnHLKKfHxxx/H6NGjo7y8PPr27RvTpk3LPGD0/fffz3r16+GHHx5Tp06Nn/zkJ/HjH/849t9//3j88cfjoIMOyvS54oorYvXq1XH22WfHypUr44gjjohp06ZFy5YtG/RYAAAAgH+YPHlyPPDAAxHxj29kPPPMMzFt2rR4+OGH4/LLL4+nn366TuPlJUmSNEShu5Iv33+85557ZoUtAAAANKyamppYvnx5VFZWRkFBQa7LqTdfXmfefPPN0apVq3od+/PPP4/LLrtsp/rMWrVqFW+//XaUlJTEj370o/jiiy/ijjvuiLfffjtKS0vj008/rdN4rswBAACAnNpjjz1iyZIlERExbdq0KCsri4iIJEnq/CaWiG18GwsAAABAfTnppJPie9/7Xuy///6xfPnyOOaYYyIi4tVXX4399tuvzuMJOwAAAICc+u///u/o2rVrLFmyJG688cbYbbfdIiJi6dKlcd5559V5PGEHAAAAkFPNmzePyy67bKP2Sy65ZJvGE3YAAAAAObdw4cK47bbbYsGCBRERccABB8SFF14Y3bt3r/NYHlAKAAAA5NRvfvObOOigg2Lu3LnRp0+f6NOnT7zyyitx0EEHxW9+85s6j+fODgAAACCnrrjiihg1alSMGzcuq33MmDFxxRVXxMknn1yn8dzZAQAAAOTU0qVLY+jQoRu1n3766bF06dI6jyfsAAAAAHKqf//+8ec//3mj9hdeeCG++c1v1nk8X2MBAAAAcur444+PK6+8MubOnRtf//rXIyLixRdfjEceeSSuueaaeOKJJ7L6bklekiRJg1W7i6iqqoq2bdvGnnvuGU2auFkGAABgR6mpqYnly5dHZWVlFBQU5LqcevPldebNN98crVq1qtexP//887jssst2qs9sa6+l8/LyYsOGDVvs584OAAAAIKdqamrqdTy3IQAAAAA5ceyxx0ZlZWVm/frrr4+VK1dm1pcvXx49e/as87jCDgAAACAnnnrqqaiurs6sX3fddbFixYrM+vr162PhwoV1HlfYAQAAAOTEvz5GtL4eKyrsAAAAAFJF2AEAAADkRF5eXuTl5W3Utr28jQUAAADIiSRJ4swzz4z8/PyIiPjiiy/inHPOiTZt2kREZD3Poy6EHQAAAEBODBs2LGv99NNP36jP0KFD6zyusAMAAADIiXvuuadBxvXMDgAAACBV3NlRj3r16hXNmvlIAQAAdpT169fHzJkzc10GOxl3dgAAAACb9eGHH8bpp58ee+65Z7Rq1Sp69eoVL7/8cq7LqpXbEAAAAIBaffrpp/GNb3wjjjrqqPjjH/8YHTt2jHfeeSf22GOPXJdWK2EHAAAAUKsbbrghSkpKsh4m2q1btxxWtGXCjnrUvXv3zLuBAQAAaHjV1dWe2bGNqqqqstbz8/M3eU37xBNPxMCBA+M73/lO/OlPf4qvfOUrcd5558WIESN2VKl1JuwAAACAnVTPnj2jTZs29Trm6tWrIyKipKQkq33MmDExduzYjfr/z//8T9x+++0xcuTI+PGPfxwvvfRSXHTRRdGiRYsYNmxYvdZWX4QdAAAAsAtasmRJFBQUZNZr+6ZCTU1NHHrooXHddddFRMTBBx8cr7/+ekyePHmnDTu8jQUAAAB2QQUFBVlLbWFH586do2fPnlltBxxwQLz//vs7osxt4s6OerT//vtHq1atcl0GAADALuPzzz/PdQmp941vfCMWLlyY1fb2229Hly5dclTRlgk76tE777zjAaUAAAA7UHV1da5LSL1LLrkkDj/88Ljuuuviu9/9bsyZMyfuvPPOuPPOO3NdWq18jQUAAACo1de+9rV47LHH4le/+lUcdNBBMX78+Jg4cWKcdtppuS6tVu7sAAAAADbr29/+dnz729/OdRlbzZ0dAAAAQKoIOwAAAIBUEXYAAAAAqSLsAAAAAFJF2AEAAACkirADAAAASBVhBwAAAJAqwg4AAAAgVYQdAAAAQKoIOwAAAIBUEXYAAAAAqSLsAAAAAFJF2AEAAACkirADAAAASJVGE3asWLEiTjvttCgoKIh27drFWWedFatWrdps/wsvvDC6d+8erVq1ir333jsuuuiiqKyszOqXl5e30fLggw829OEAAAAADaRZrgvYWqeddlosXbo0pk+fHuvWrYvhw4fH2WefHVOnTt1k/48++ig++uijuPnmm6Nnz57x3nvvxTnnnBMfffRR/PrXv87qe88998SgQYMy6+3atWvIQwEAAAAaUKMIOxYsWBDTpk2Ll156KQ499NCIiLjtttvi2GOPjZtvvjmKi4s32ueggw6K3/zmN5n1fffdN6699to4/fTTY/369dGs2f8eert27aKoqGir66muro7q6urMelVV1bYcFgAAANAAGsXXWGbNmhXt2rXLBB0REWVlZdGkSZOYPXv2Vo9TWVkZBQUFWUFHRMT5558fHTp0iMMOOyymTJkSSZJsdpwJEyZE27ZtM0tJSUndDggAAABoMI0i7CgvL49OnTpltTVr1izat28f5eXlWzXGJ598EuPHj4+zzz47q33cuHHx8MMPx/Tp0+Pkk0+O8847L2677bbNjjVq1KiorKzMLEuWLKnbAQEAAAANJqdfY7nqqqvihhtu2GyfBQsWbPfPqaqqisGDB0fPnj1j7NixWduuvvrqzJ8PPvjgWL16ddx0001x0UUX1Tpefn5+5Ofnb3ddAAAAQP3Ladhx6aWXxplnnrnZPvvss08UFRXFsmXLstrXr18fK1as2OKzNj777LMYNGhQ7L777vHYY49F8+bNN9u/tLQ0xo8fH9XV1QINAAAAaIRyGnZ07NgxOnbsuMV+/fr1i5UrV8bcuXPjkEMOiYiIZ599NmpqaqK0tLTW/aqqqmLgwIGRn58fTzzxRLRs2XKLP2vevHmxxx57CDoAAACgkWoUb2M54IADYtCgQTFixIiYPHlyrFu3Li644IIYMmRI5k0sH374YQwYMCDuv//+OOyww6KqqiqOPvroWLNmTfzyl7+MqqqqzFtTOnbsGE2bNo3f/e53UVFREV//+tejZcuWMX369Ljuuuvisssuy+XhAgAAANuhUYQdEREPPPBAXHDBBTFgwIBo0qRJnHzyyXHrrbdmtq9bty4WLlwYa9asiYiIV155JfOmlv322y9rrMWLF0fXrl2jefPmMWnSpLjkkksiSZLYb7/94pZbbokRI0bsuAMDAAAA6lWjCTvat28fU6dOrXV7165ds14Z279//y2+QnbQoEExaNCgeqsRAAAAyL1G8epZAAAAgK0l7AAAAABSRdgBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSRdgBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSRdgBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSRdgBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAMBWuf766yMvLy8uvvjiXJeyWcIOAAAAYIteeumluOOOO6J37965LmWLhB0AAADAZq1atSpOO+20uOuuu2KPPfbIdTlbJOwAAACAXVBVVVXWUl1dXWvf888/PwYPHhxlZWU7sMJt1yzXBQAAAACbVlJSErvvvnu9jvnZZ59lxv5nY8aMibFjx27U/8EHH4xXXnklXnrppXqtoyEJOwAAAGAXtGTJkigoKMis5+fnb7LPj370o5g+fXq0bNlyR5a3XYQdAAAAsAsqKCjICjs2Ze7cubFs2bL46le/mmnbsGFDPP/88/Hzn/88qquro2nTpg1dap0JOwAAAIBNGjBgQMyfPz+rbfjw4dGjR4+48sord8qgI0LYAQAAANRi9913j4MOOiirrU2bNrHnnntu1L4z8TYWAAAAIFXc2QEAAABstZkzZ+a6hC1yZwcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSpdGEHStWrIjTTjstCgoKol27dnHWWWfFqlWrNrtP//79Iy8vL2s555xzsvq8//77MXjw4GjdunV06tQpLr/88li/fn1DHgoAAADQgJrluoCtddppp8XSpUtj+vTpsW7duhg+fHicffbZMXXq1M3uN2LEiBg3blxmvXXr1pk/b9iwIQYPHhxFRUXx17/+NZYuXRpDhw6N5s2bx3XXXddgxwIAAAA0nEYRdixYsCCmTZsWL730Uhx66KEREXHbbbfFscceGzfffHMUFxfXum/r1q2jqKhok9uefvrpePPNN+OZZ56JwsLC6Nu3b4wfPz6uvPLKGDt2bLRo0WKT+1VXV0d1dXVmvaqqajuODgAAAKhPjeJrLLNmzYp27dplgo6IiLKysmjSpEnMnj17s/s+8MAD0aFDhzjooINi1KhRsWbNmqxxe/XqFYWFhZm2gQMHRlVVVbzxxhu1jjlhwoRo27ZtZikpKdmOowMAAADqU6O4s6O8vDw6deqU1dasWbNo3759lJeX17rf9773vejSpUsUFxfHa6+9FldeeWUsXLgwHn300cy4/xx0RERmfXPjjho1KkaOHJlZr6qqEngAAADATiKnYcdVV10VN9xww2b7LFiwYJvHP/vsszN/7tWrV3Tu3DkGDBgQf//732Pffffd5nHz8/MjPz9/m/cHAAAAGk5Ow45LL700zjzzzM322WeffaKoqCiWLVuW1b5+/fpYsWJFrc/j2JTS0tKIiFi0aFHsu+++UVRUFHPmzMnqU1FRERFRp3EBAACAnUdOw46OHTtGx44dt9ivX79+sXLlypg7d24ccsghERHx7LPPRk1NTSbA2Brz5s2LiIjOnTtnxr322mtj2bJlma/JTJ8+PQoKCqJnz551PBoAAABgZ9AoHlB6wAEHxKBBg2LEiBExZ86c+Mtf/hIXXHBBDBkyJPMmlg8//DB69OiRuVPj73//e4wfPz7mzp0b7777bjzxxBMxdOjQ+Na3vhW9e/eOiIijjz46evbsGWeccUb87W9/i6eeeip+8pOfxPnnn+9rKgAAANBINYqwI+Ifb1Xp0aNHDBgwII499tg44ogj4s4778xsX7duXSxcuDDztpUWLVrEM888E0cffXT06NEjLr300jj55JPjd7/7XWafpk2bxu9///to2rRp9OvXL04//fQYOnRojBs3bocfHwAAAFA/GsXbWCIi2rdvH1OnTq11e9euXSNJksx6SUlJ/OlPf9riuF26dIknn3yyXmoEAAAAcq/R3NkBAAAAsDWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSRdgBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSRdgBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSRdgBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSRdgBAAAApIqwAwAAAEgVYQcAAACQKsIOAAAAIFWEHQAAAECqCDsAAACAVBF2AAAAAKki7AAAAABSRdgBAAAApIqwAwAAAKjVhAkT4mtf+1rsvvvu0alTpzjxxBNj4cKFuS5rs4QdAAAAQK3+9Kc/xfnnnx8vvvhiTJ8+PdatWxdHH310rF69Otel1apZrgsAAAAAdl7Tpk3LWr/33nujU6dOMXfu3PjWt76Vo6o2T9gBAAAAu6Cqqqqs9fz8/MjPz9/ifpWVlRER0b59+wapqz4IOwAAAGAn1alTpygoKKjXMVu1ahURESUlJVntY8aMibFjx25235qamrj44ovjG9/4Rhx00EH1Wld9EnYAAADALmjJkiVZQcrW3NVx/vnnx+uvvx4vvPBCQ5a23YQdAAAAsAsqKCio010jF1xwQfz+97+P559/Pvbaa68GrGz7CTsAAACAWiVJEhdeeGE89thjMXPmzOjWrVuuS9qiRvPq2RUrVsRpp50WBQUF0a5duzjrrLNi1apVtfZ/9913Iy8vb5PLI488kum3qe0PPvjgjjgkAAAA2Omdf/758ctf/jKmTp0au+++e5SXl0d5eXl8/vnnuS6tVo3mzo7TTjstli5dmnmn7/Dhw+Pss8+OqVOnbrJ/SUlJLF26NKvtzjvvjJtuuimOOeaYrPZ77rknBg0alFlv165dvdcPAAAAjdHtt98eERH9+/fPar/nnnvizDPP3PEFbYVGEXYsWLAgpk2bFi+99FIceuihERFx2223xbHHHhs333xzFBcXb7RP06ZNo6ioKKvtsccei+9+97ux2267ZbW3a9duo74AAADAP77G0tg0iq+xzJo1K9q1a5cJOiIiysrKokmTJjF79uytGmPu3Lkxb968OOusszbadv7550eHDh3isMMOiylTpmxxIqurq6OqqiprAQAAAHYOjeLOjvLy8ujUqVNWW7NmzaJ9+/ZRXl6+VWPcfffdccABB8Thhx+e1T5u3Lj493//92jdunU8/fTTcd5558WqVavioosuqnWsCRMmxDXXXFP3AwEAAAAaXE7v7LjqqqtqfYjol8tbb7213T/n888/j6lTp27yro6rr746vvGNb8TBBx8cV155ZVxxxRVx0003bXa8UaNGRWVlZWZZsmTJdtcIAAAA1I+c3tlx6aWXbvFhJvvss08UFRXFsmXLstrXr18fK1as2Kpnbfz617+ONWvWxNChQ7fYt7S0NMaPHx/V1dWRn5+/yT75+fm1bgMAAAByK6dhR8eOHaNjx45b7NevX79YuXJlzJ07Nw455JCIiHj22WejpqYmSktLt7j/3XffHccff/xW/ax58+bFHnvsIcwAAACARqpRPLPjgAMOiEGDBsWIESNi8uTJsW7durjgggtiyJAhmTexfPjhhzFgwIC4//7747DDDsvsu2jRonj++efjySef3Gjc3/3ud1FRURFf//rXo2XLljF9+vS47rrr4rLLLtthxwYAAADUr0YRdkREPPDAA3HBBRfEgAEDokmTJnHyySfHrbfemtm+bt26WLhwYaxZsyZrvylTpsRee+0VRx999EZjNm/ePCZNmhSXXHJJJEkS++23X9xyyy0xYsSIBj8eAAAAoGHkJY3xhbk7maqqqmjbtm388Ic/9PUXAACAHai6ujruuOOOqKysjIKCglyXU2++vM6sqKio9+OqqqqKwsLC1H1m/yynb2MBAAAAqG/CDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKSKsAMAAABIFWEHAAAAkCrCDgAAACBVhB0AAABAqgg7AAAAgFQRdgAAAACpIuwAAAAAUkXYAQAAAKRKowk7rr322jj88MOjdevW0a5du63aJ0mSGD16dHTu3DlatWoVZWVl8c4772T1WbFiRZx22mlRUFAQ7dq1i7POOitWrVrVAEcAAAAAjdekSZOia9eu0bJlyygtLY05c+bkuqRaNZqwY+3atfGd73wnzj333K3e58Ybb4xbb701Jk+eHLNnz442bdrEwIED44svvsj0Oe200+KNN96I6dOnx+9///t4/vnn4+yzz26IQwAAAIBG6aGHHoqRI0fGmDFj4pVXXok+ffrEwIEDY9myZbkubZMaTdhxzTXXxCWXXBK9evXaqv5JksTEiRPjJz/5SZxwwgnRu3fvuP/+++Ojjz6Kxx9/PCIiFixYENOmTYtf/OIXUVpaGkcccUTcdttt8eCDD8ZHH33UgEcDAAAAjcctt9wSI0aMiOHDh0fPnj1j8uTJ0bp165gyZUquS9ukZrkuoKEsXrw4ysvLo6ysLNPWtm3bKC0tjVmzZsWQIUNi1qxZ0a5duzj00EMzfcrKyqJJkyYxe/bs+I//+I9Njl1dXR3V1dWZ9crKyoj4x90nAAAA7DhfXoclSZLjShpGVVVVg435r2Pn5+dHfn7+Rv3Xrl0bc+fOjVGjRmXamjRpEmVlZTFr1qx6r68+pDbsKC8vj4iIwsLCrPbCwsLMtvLy8ujUqVPW9mbNmkX79u0zfTZlwoQJcc0112zUfs8992xv2QAAAGyD5cuXR9u2bXNdRr1p0aJFFBUVxf77798g4++2225RUlKS1TZmzJgYO3bsRn0/+eST2LBhwyavr996660GqW975TTsuOqqq+KGG27YbJ8FCxZEjx49dlBFW2fUqFExcuTIzPrKlSujS5cu8f7776fq5EqrqqqqKCkpiSVLlkRBQUGuy2ErmLPGxXw1PuascTFfjY85a1zMV+NTWVkZe++9d7Rv3z7XpdSrli1bxuLFixvsGwRJkkReXl5W26bu6mischp2XHrppXHmmWduts8+++yzTWMXFRVFRERFRUV07tw5015RURF9+/bN9PnXh6msX78+VqxYkdl/U2q7tadt27b+g9iIFBQUmK9Gxpw1Luar8TFnjYv5anzMWeNivhqfJk0azSMpt1rLli2jZcuWuS4jOnToEE2bNo2Kioqs9oqKis1eO+dSTsOOjh07RseOHRtk7G7dukVRUVHMmDEjE25UVVXF7NmzM2906devX6xcuTLmzp0bhxxySEREPPvss1FTUxOlpaUNUhcAAAA0Ji1atIhDDjkkZsyYESeeeGJERNTU1MSMGTPiggsuyG1xtWg00df7778f8+bNi/fffz82bNgQ8+bNi3nz5sWqVasyfXr06BGPPfZYRETk5eXFxRdfHD/96U/jiSeeiPnz58fQoUOjuLg4MzkHHHBADBo0KEaMGBFz5syJv/zlL3HBBRfEkCFDori4OBeHCQAAADudkSNHxl133RX33XdfLFiwIM4999xYvXp1DB8+PNelbVKjeUDp6NGj47777susH3zwwRER8dxzz0X//v0jImLhwoWZN6NERFxxxRWxevXqOPvss2PlypVxxBFHxLRp07JuA3rggQfiggsuiAEDBkSTJk3i5JNPjltvvbVOteXn58eYMWNS9f2mNDNfjY85a1zMV+NjzhoX89X4mLPGxXw1PuZsxzjllFPi448/jtGjR0d5eXn07ds3pk2bttFDS3cWeUla388DAAAA7JIazddYAAAAALaGsAMAAABIFWEHAAAAkCrCDgAAACBVhB1b4dprr43DDz88WrduHe3atduqfZIkidGjR0fnzp2jVatWUVZWFu+8805WnxUrVsRpp50WBQUF0a5duzjrrLOyXqXLtqnr5/ruu+9GXl7eJpdHHnkk029T2x988MEdcUipty3nQv/+/Teaj3POOSerz/vvvx+DBw+O1q1bR6dOneLyyy+P9evXN+Sh7BLqOl8rVqyICy+8MLp37x6tWrWKvffeOy666KKst2dFOMfq06RJk6Jr167RsmXLKC0tjTlz5my2/yOPPBI9evSIli1bRq9eveLJJ5/M2r41v9PYPnWZs7vuuiu++c1vxh577BF77LFHlJWVbdT/zDPP3Oh8GjRoUEMfxi6jLvN17733bjQX//xmwAjn2I5Qlznb1L8x8vLyYvDgwZk+zrGG8/zzz8dxxx0XxcXFkZeXF48//vgW95k5c2Z89atfjfz8/Nhvv/3i3nvv3ahPXX83kgIJWzR69OjklltuSUaOHJm0bdt2q/a5/vrrk7Zt2yaPP/548re//S05/vjjk27duiWff/55ps+gQYOSPn36JC+++GLy5z//Odlvv/2SU089tYGOYtdR1891/fr1ydKlS7OWa665Jtltt92Szz77LNMvIpJ77rknq98/zyfbblvOhSOPPDIZMWJE1nxUVlZmtq9fvz456KCDkrKysuTVV19NnnzyyaRDhw7JqFGjGvpwUq+u8zV//vzkpJNOSp544olk0aJFyYwZM5L9998/Ofnkk7P6Ocfqx4MPPpi0aNEimTJlSvLGG28kI0aMSNq1a5dUVFRssv9f/vKXpGnTpsmNN96YvPnmm8lPfvKTpHnz5sn8+fMzfbbmdxrbrq5z9r3vfS+ZNGlS8uqrryYLFixIzjzzzKRt27bJBx98kOkzbNiwZNCgQVnn04oVK3bUIaVaXefrnnvuSQoKCrLmory8PKuPc6xh1XXOli9fnjVfr7/+etK0adPknnvuyfRxjjWcJ598Mvmv//qv5NFHH00iInnsscc22/9//ud/ktatWycjR45M3nzzzeS2225LmjZtmkybNi3Tp65/B0gHYUcd3HPPPVsVdtTU1CRFRUXJTTfdlGlbuXJlkp+fn/zqV79KkiRJ3nzzzSQikpdeeinT549//GOSl5eXfPjhh/Ve+66ivj7Xvn37Jt///vez2rbmP7bU3bbO2ZFHHpn86Ec/qnX7k08+mTRp0iTrH5S33357UlBQkFRXV9dL7bui+jrHHn744aRFixbJunXrMm3Osfpx2GGHJeeff35mfcOGDUlxcXEyYcKETfb/7ne/mwwePDirrbS0NPnhD3+YJMnW/U5j+9R1zv7V+vXrk9133z257777Mm3Dhg1LTjjhhPoulaTu87Wlfz86xxre9p5j//3f/53svvvuyapVqzJtzrEdY2v+bXDFFVckBx54YFbbKaeckgwcODCzvr1/B2icfI2lASxevDjKy8ujrKws09a2bdsoLS2NWbNmRUTErFmzol27dnHooYdm+pSVlUWTJk1i9uzZO7zmtKiPz3Xu3Lkxb968OOusszbadv7550eHDh3isMMOiylTpkSSJPVW+65qe+bsgQceiA4dOsRBBx0Uo0aNijVr1mSN26tXrygsLMy0DRw4MKqqquKNN96o/wPZRdTXf7sqKyujoKAgmjVrltXuHNs+a9eujblz52b9/mnSpEmUlZVlfv/8q1mzZmX1j/jHufJl/635nca225Y5+1dr1qyJdevWRfv27bPaZ86cGZ06dYru3bvHueeeG8uXL6/X2ndF2zpfq1atii5dukRJSUmccMIJWb+HnGMNqz7OsbvvvjuGDBkSbdq0yWp3ju0ctvR7rD7+DtA4NdtyF+qqvLw8IiLrIuvL9S+3lZeXR6dOnbK2N2vWLNq3b5/pQ93Vx+d69913xwEHHBCHH354Vvu4cePi3//936N169bx9NNPx3nnnRerVq2Kiy66qN7q3xVt65x973vfiy5dukRxcXG89tprceWVV8bChQvj0UcfzYy7qXPwy21sm/o4xz755JMYP358nH322VntzrHt98knn8SGDRs2+Xf/rbfe2uQ+tZ0r//z76su22vqw7bZlzv7VlVdeGcXFxVn/kB80aFCcdNJJ0a1bt/j73/8eP/7xj+OYY46JWbNmRdOmTev1GHYl2zJf3bt3jylTpkTv3r2jsrIybr755jj88MPjjTfeiL322ss51sC29xybM2dOvP7663H33XdntTvHdh61/R6rqqqKzz//PD799NPt/u8sjdMuG3ZcddVVccMNN2y2z4IFC6JHjx47qCI2Z2vna3t9/vnnMXXq1Lj66qs32vbPbQcffHCsXr06brrpJhditWjoOfvnC+VevXpF586dY8CAAfH3v/899t13320ed1e1o86xqqqqGDx4cPTs2TPGjh2btc05BnV3/fXXx4MPPhgzZ87MeujlkCFDMn/u1atX9O7dO/bdd9+YOXNmDBgwIBel7rL69esX/fr1y6wffvjhccABB8Qdd9wR48ePz2FlbI277747evXqFYcddlhWu3MMdn67bNhx6aWXxplnnrnZPvvss882jV1UVBQRERUVFdG5c+dMe0VFRfTt2zfTZ9myZVn7rV+/PlasWJHZn/+1tfO1vZ/rr3/961izZk0MHTp0i31LS0tj/PjxUV1dHfn5+Vvsv6vZUXP2pdLS0oiIWLRoUey7775RVFS00VO2KyoqIiKcY5uwI+brs88+i0GDBsXuu+8ejz32WDRv3nyz/Z1jddehQ4do2rRp5u/6lyoqKmqdn6Kios3235rfaWy7bZmzL918881x/fXXxzPPPBO9e/febN999tknOnToEIsWLXIhth22Z76+1Lx58zj44INj0aJFEeEca2jbM2erV6+OBx98MMaNG7fFn+Mcy53afo8VFBREq1atomnTptt93tI47bLP7OjYsWP06NFjs0uLFi22aexu3bpFUVFRzJgxI9NWVVUVs2fPziT7/fr1i5UrV8bcuXMzfZ599tmoqanJXLTxv7Z2vrb3c7377rvj+OOPj44dO26x77x582KPPfZwEVaLHTVnX5o3b15EROYfiv369Yv58+dnXZhPnz49CgoKomfPnvVzkCnS0PNVVVUVRx99dLRo0SKeeOKJjV67uCnOsbpr0aJFHHLIIVm/f2pqamLGjBlZ/8/yP+vXr19W/4h/nCtf9t+a32lsu22Zs4iIG2+8McaPHx/Tpk3LeoZObT744INYvnx51sU0dbet8/XPNmzYEPPnz8/MhXOsYW3PnD3yyCNRXV0dp59++hZ/jnMsd7b0e6w+zlsaqVw/IbUxeO+995JXX3018zrSV199NXn11VezXkvavXv35NFHH82sX3/99Um7du2S3/72t8lrr72WnHDCCZt89ezBBx+czJ49O3nhhReS/fff36tn68GWPtcPPvgg6d69ezJ79uys/d55550kLy8v+eMf/7jRmE888URy1113JfPnz0/eeeed5P/9v/+XtG7dOhk9enSDH8+uoK5ztmjRomTcuHHJyy+/nCxevDj57W9/m+yzzz7Jt771rcw+X7569uijj07mzZuXTJs2LenYsaNXz9aDus5XZWVlUlpamvTq1StZtGhR1mv61q9fnySJc6w+Pfjgg0l+fn5y7733Jm+++WZy9tlnJ+3atcu8meiMM85Irrrqqkz/v/zlL0mzZs2Sm2++OVmwYEEyZsyYTb56dku/09h2dZ2z66+/PmnRokXy61//Out8+vLfJZ999lly2WWXJbNmzUoWL16cPPPMM8lXv/rVZP/990+++OKLnBxjmtR1vq655prkqaeeSv7+978nc+fOTYYMGZK0bNkyeeONNzJ9nGMNq65z9qUjjjgiOeWUUzZqd441rM8++yxzvRURyS233JK8+uqryXvvvZckSZJcddVVyRlnnJHp/+WrZy+//PJkwYIFyaRJkzb56tnN/R0gnYQdW2HYsGFJRGy0PPfcc5k+EZH17u2amprk6quvTgoLC5P8/PxkwIABycKFC7PGXb58eXLqqacmu+22W1JQUJAMHz48K0Bh22zpc128ePFG85ckSTJq1KikpKQk2bBhw0Zj/vGPf0z69u2b7LbbbkmbNm2SPn36JJMnT95kX+qurnP2/vvvJ9/61reS9u3bJ/n5+cl+++2XXH755UllZWXWuO+++25yzDHHJK1atUo6dOiQXHrppVmvOmXb1HW+nnvuuU3+NzQiksWLFydJ4hyrb7fddluy9957Jy1atEgOO+yw5MUXX8xsO/LII5Nhw4Zl9X/44YeTf/u3f0tatGiRHHjggckf/vCHrO1b8zuN7VOXOevSpcsmz6cxY8YkSZIka9asSY4++uikY8eOSfPmzZMuXbokI0aM8I/6elSX+br44oszfQsLC5Njjz02eeWVV7LGc441vLr+d/Gtt95KIiJ5+umnNxrLOdawavt3w5dzNGzYsOTII4/caJ++ffsmLVq0SPbZZ5+s67Ivbe7vAOmUlyTe6wcAAACkxy77zA4AAAAgnYQdAAAAQKoIOwAAAIBUEXYAAAAAqSLsAAAAAFJF2AEAAACkirADAAAASBVhBwAAAJAqwg4AAAAgVYQdAAAAQKoIOwAAAIBUEXYAwC7q3Xffjby8vI2W/v3757o0AIDt0izXBQAAuVFSUhJLly7NrJeXl0dZWVl861vfymFVAADbLy9JkiTXRQAAufXFF19E//79o2PHjvHb3/42mjRx8ycA0Hi5swMAiO9///vx2WefxfTp0wUdAECjJ+wAgF3cT3/603jqqadizpw5sfvuu+e6HACA7eZrLACwC/vNb34Tp556avzxj3+MAQMG5LocAIB6IewAgF3U66+/HqWlpTFy5Mg4//zzM+0tWrSI9u3b57AyAIDtI+wAgF3UvffeG8OHD9+o/cgjj4yZM2fu+IIAAOqJsAMAAABIFY9bBwAAAFJF2AEAAACkirADAAAASBVhBwAAAJAqwg4AAAAgVYQdAAAAQKoIOwAAAIBUEXYAAAAAqSLsAAAAAFJF2AEAAACkirADAAAASJX/D8NGLKtKRaSiAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(-1.0, 1.0, 101)\n", "z = np.linspace(-1.0, 1.0, 101)\n", "\n", "eps = wave.calculate_epsilon(x=x, z=z)\n", "fig, axp = plt.subplots(1,1, figsize=(14, 6))\n", "_ = axp.contourf(np.squeeze(z), x, np.squeeze(eps['eps']), cmap='Greys')\n", "plt.xlabel('z'), plt.ylabel('x'), fig.colorbar(_, ax=axp).set_label('Epsilon')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(Text(0.5, 0, 'z'), Text(0, 0.5, 'x'), None)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "eps = gap.calculate_epsilon(x=x, z=z)\n", "fig, axp = plt.subplots(1,1, figsize=(14, 6))\n", "_ = axp.contourf(z, x, np.squeeze(eps['eps']), cmap='Greys')\n", "plt.xlabel('z'), plt.ylabel('x'), fig.colorbar(_, ax=axp).set_label('Epsilon')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Define stack structure" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(Text(0.5, 0, 'z'), Text(0, 0.5, 'x'), None, Text(0.5, 1.0, 'Epsilon'))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mat = [wave, gap, wave, gap, wave]\n", "dl = [_/ax for _ in [1.0,d,d,d,1.0]]\n", "st = A_FMM.Stack(mat, dl)\n", "st.count_interface()\n", "st.transform(0.3/1.1, complex_transform=True)\n", "\n", "x = np.linspace(-1.0, 1.0, 101)\n", "z = np.linspace(0.0, st.total_length, 101)\n", "\n", "fig, axp = plt.subplots(1,1, figsize=(14,6))\n", "eps = st.calculate_epsilon(x=x, z=z)\n", "_ = axp.contourf(x, z, np.squeeze(eps['eps']), cmap='Greys')\n", "axp.set_xlabel('z'), axp.set_ylabel('x'), fig.colorbar(_, ax=axp).set_label('Epsilon'), axp.set_title('Epsilon')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Solve structure and calculate reflection\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TE Reflection:0.39516541327755816\n", "TM Reflection:0.3562340123876459\n" ] } ], "source": [ "st.solve(ax/lam)\n", "print('TE Reflection:{}'.format(st.get_R(0,0)))\n", "print('TM Reflection:{}'.format(st.get_R(1,1)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Field Plotting\n", "### Plotting field under TE illumination" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(Text(0.5, 0, 'z'), Text(0, 0.5, 'x'), None, Text(0.5, 1.0, 'Field'))" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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34tChQ/if//N/4rLLLsM3v/lNq6ji4p577sEnPvEJfP/730ehUEhV9jygPbCiKEoGqDOnKMNDzz9FURRFSQc9tYdeLkGlWq3imc98Js4++2zs3r0bZ555Jj7xiU8Y1922bRv2798fWbZ//35s27YNAPAP//APeOyxx3DCCSegXC6jXC7jwQcfxB/8wR/gpJNOysy+fqOCyoihg0ZFyS96fiqKoiiKoihZU+7Tq1fW19etc66cf/752LNnT2TZ17/+9c6cK7/927+Nf/7nf8a9997beR177LG48sor8dWvfjWD0g0GTflRFEXJEA2/VpTBokKmMunodUdRlEFw9dVX46KLLsIJJ5yAhYUFfP7zn8fevXs74sell16K4447rjMHy1vf+la8+MUvxsc+9jG8/OUvxy233IK7774bf/ZnfwYAOOqoo3DUUUdF/qNSqWDbtm045ZRTBmtcD6igoiiKkjE6uFWUwaBiiqIoijIJ8Elks9xnEh577DFceumlePTRRzE3N4czzjgDX/3qV/Hv/t2/AwA89NBDKBbDvb7gBS/A5z//ebz73e/Gu971LjzrWc/CbbfdhtNOOy1DK4ZPodVqtYZdiFFnfn4ec3NzeOyxpyIT+vQDHTwqyuigooqi9A+9HipKFL3mKJPM/Pw8tmzZjEOHDvXdHxsk5Gd+HsBMxvteAvD/AWN3zAaN9rwjhA4eFWW00HNWURRFURRFUcYXTflRFEVRFGWkULFSUbrRdFNFGV9K7VfW+1R6R3tdRRkEzWb3S5kI1PFTlGzRc0pR7Oj5oSiKMlg0QmVE0AvkCBInmvDfS6oRK4qixKHXQkWJRyNVFGX80AiV/KKCiqJkRS9RJ3JbFVjGCh3cKoqiKINErzv5JelwUYeEipJvVFBRlCzIOoWn2dQr6Jihg1tF6Q2NTlEUZVTIclgYty8dLirKcFFBRVEURVGUXKNiiqIkR4X8wTHMqfFs/61Cy3hRQPaTnxYy3t+kooLKCKADyZzTr6uoRqkoiqLoNVBReoDOHxVWsifvzxfQqfoUZTCooKIovdDvq6mKKmOF3i1UlGSomKIo2aDXn+zIu5BiQqfqG33KyN5xVyEgG0auZ73hhhtw0kknYWpqCueddx7uuusu67oXXHABCoVC1+vlL395Z53Xve51Xb9feOGFgzBFGXVG8YqqKIoyIqiYoijZoudUbzSb4zP0I1vGxR5FGSYjJUx94QtfwK5du3DjjTfivPPOw/XXX4+dO3fi/vvvx5YtW7rW/+u//mvU6/XO9wMHDuDMM8/Eq1/96sh6F154IT7zmc90vtdqtf4ZkRC9+OWUQV6BNEplrNC7hIoSj177FKU/6DUoOeMuOmhqkKL0xkgJKh//+Mdx+eWX4/Wvfz0A4MYbb8Ttt9+OT3/607jqqqu61j/yyCMj32+55RbMzMx0CSq1Wg3btm3zLsfq6ipWV1c73+fn55OYoYw6435lVRRFGSIqpihKf1FRxZ9JG/KRvSqs5I8isk8t0V4gG0bmONbrddxzzz3YsWNHZ1mxWMSOHTtw5513eu3jpptuwmte8xps2LAhsnzv3r3YsmULTjnlFPze7/0eDhw44NzP7t27MTc313lt3749uUEe6KAyh0zalVVRFGWA6HVPUQaDnmvxTPKQT9OBFMWfkRFUnnjiCTSbTWzdujWyfOvWrdi3b1/s9nfddRfuu+8+/M7v/E5k+YUXXojPfe5z2LNnDz70oQ/hm9/8Ji666CI0Hb3I1VdfjUOHDnVeDz/8cDqjFEWZSHQgqyjd6HmhKIOlUlrX886CigkBKqzkh3KfXkrvTMxxvOmmm3D66afj3HPPjSx/zWte0/l8+umn44wzzsAznvEM7N27F7/6q79q3FetVsvVPCvKgNAriqIoSuaoQ6cow0VTgKLocK8bTQVSFDsj03seffTRKJVK2L9/f2T5/v37Y+c/WVxcxC233II3vOENsf/z9Kc/HUcffTR+8pOf9FTeXtEBZo5QeV5RFKUv6LVOUfKBnosBOtxzo0NiRelmZASVarWKs88+G3v27OksW19fx549e3D++ec7t/3iF7+I1dVV/NZv/Vbs//z85z/HgQMHcMwxx/Rc5rToRS1H6FVDURSlL+i1TlHyhaYAKb6osDJ4Cn16Kb0zMoIKAOzatQuf+tSn8NnPfhY/+tGP8Hu/93tYXFzsPPXn0ksvxdVXX9213U033YSLL74YRx11VGT54cOHceWVV+K73/0ufvazn2HPnj145StfiWc+85nYuXPnQGxSckxerhQaX6koyhihTpui5JtJPT/zMuwbJVRYUZQRm0PlkksuweOPP45rrrkG+/btw1lnnYU77rijM1HtQw89hGIxqhHdf//9+Pa3v42vfe1rXfsrlUr453/+Z3z2s5/FwYMHceyxx+JlL3sZPvCBDwxtjpRJvYjlCr0yKIqiZI5e3yYc07VVbxjkFp1XRUlCs6mnszK5FFqtVmvYhRh15ufnMTc3h8ceewqzs7M97UsHnEMkj0KKXp3GFh2oKpOCXtfGjDxcK/XaOFAm4XqVh2Y9Lgzr9Jyfn8eWLZtx6NChnv2xPEF+5h4AGzLe9yKAXwXG7pgNmpGKUBl3dNA5YPJ+9dQB49gyCYNTRdFr2piQx2ulq0x67cwcjVZRkqDRKsqkoYKKMhnkcUDoQq9EY4sOSpVxR4WUEWfUrpcSW/n1utoT4yyqjHqTzyP6mOXsKSD7yU91UtpsUEElJ+gAtEfG6WqoV5+xZVwHo4oC6HVs5Bmn66gJncOlZ+gc12uZ4otGqyiTgAoqOUAHoTGM+yCP0CvOWKMDUGUc0evXGDAp11gT0na9DnsxztEqSvZotIoy7qigMmR0MNpmkgd0eoUZe3TgqYwbeu0aAyb5umtDo1i8UVFFSYpGq/RGEdmn/OgZnA0qqCiDRwdxIXplGVt0oKmMIyqkjAl6HfZHo1isaAqQkhSNVlHGERVUhsjEDEx14NaNXknGDh1QKuPMxFyvxh29HveORrF0McrRKnpKDAeNVklOGdk77ioEZIMexyEx1oNTvTq50SvIyDOqA0dFScpYX6smDb029w9+bCf0Gj/KoooyHDRaRRkXVFAZAmM7QNXBWjx61Rg5dICoTCpje62aRPT6PDgmOEVIRRUlDRqtoow6KqgMmLEcoOpAzQ+9WuQeHQgqSsBYXqsUZRhMmMCiooqSBhVV4tFJafOLCioDZOwGqCqk+KNXiVyhgz1FUSYGvVbniwlID1JRRUmDpgApo4oKKgNirMQUHZwpI4YO7BTFn7G6XilKnhnj6BUVVZS0aLSKGZ2UNr/ocRwAYzU4VTElOXpVGAo6kFMUZeLRa/ZoMWbRKyqqKGlRUUUZJVRQ6SMqpCjK4NBBm6L0zlhdtxRllBkTcUVFFSUtmgKkjAoqqPSJsRqUqpii5BgdqClKdqw1i+N1/Zpk9No9PoyJuKIoadBolQCdlDa/6HHsA2M1GNUBmZJD1prFzktRlGzR80pRckyzOXJjszyPi9VRHw1GsNkrE4RGqGRIpbSe64tGYrTnUnKEOnmKMjjofBura5qijBMjFrWiqT9KFkxytIpGqOQXPY5KNyoDKzlCI1EUZXjouacoI8CIjNtUoFWyYASaujJh6EhJiaK9lJITVEhRlHyg56GijAgkrOR4LKeiipIFOW/mY8vu3bvx/Oc/H5s2bcKWLVtw8cUX4/7773du86lPfQq//Mu/jM2bN2Pz5s3YsWMH7rrrrsg6hw8fxhVXXIHjjz8e09PTOPXUU3HjjTf205RM0VGSEqI9U3/Q45oIFVIUJX/weYv0HFWUEUDHHsoEMEnNvIRgro4sX0mzp775zW/izW9+M7773e/i61//OtbW1vCyl70Mi4uL1m327t2L1772tfjGN76BO++8E9u3b8fLXvYyPPLII511du3ahTvuuAN/8Rd/gR/96Ed429vehiuuuAJf+cpXEpZwOBRarVZr2IUYdebn5zE3N4enDhzA7OzssIuTjknqkYbBpCZ8JkAdNEUZbfTOc87Q67pC5HAMkqdrvp4qo0+pFPhjW7ZsxqFDh0bXHzNAfuY/AdiU8b4XAJwJpD5mjz/+OLZs2YJvfvOb+JVf+RWvbZrNJjZv3oxPfvKTuPTSSwEAp512Gi655BK85z3v6ax39tln46KLLsIHP/jBxOUaNPnpzZThoVcSZYjo3W5FGQ9MUSx6fitKDshhfkSeBNgc6k1KQnLYxEeK+fn5yGt1ddVru0OHDgEAjjzySO//WlpawtraWmSbF7zgBfjKV76CRx55BK1WC9/4xjfwL//yL3jZy16WzJAhoaOcSUd7n8Ggx7kLdbQUZXJwiS3aD/QBveYoJtTrVJSRpdinFwBs374dc3Nzndfu3btjy7O+vo63ve1teOELX4jTTjvN2453vvOdOPbYY7Fjx47Osj/+4z/GqaeeiuOPPx7VahUXXnghbrjhBu+ol2Gjj02eZPSiqgwJdaAUReHY+oQ83cUeKUolvcYrdqhtDDk0Qx+lrCj54OGHH46k/NRqtdht3vzmN+O+++7Dt7/9be//ue6663DLLbdg7969mJqa6iz/4z/+Y3z3u9/FV77yFZx44on41re+hTe/+c1dwkteUUFlUtGB1uBpNoc+eBk2OnBSFCUJKrQoSh/JwbhERRVF8aOE5JPI+uwTAGZnZxPNoXLFFVfgb/7mb/Ctb30Lxx9/vNc2H/3oR3Hdddfh7/7u73DGGWd0li8vL+Nd73oXbr31Vrz85S8HAJxxxhm499578dGPflQFFSWnqJiiDBgdLCmKkiWyT1GBRUmEbRw0iTc9ciCq5AEN6lKUeFqtFt7ylrfg1ltvxd69e3HyySd7bffhD38Yf/iHf4ivfvWrOOeccyK/ra2tYW1tDcVi9LpeKpWwvj4a13YVVCYNvVoMlwkbuIyikNLPU2SCql5RBooKLBNOVh130v2MS6c+5BQgjVJRlNHgzW9+Mz7/+c/jy1/+MjZt2oR9+/YBAObm5jA9PQ0AuPTSS3Hcccd15mH50Ic+hGuuuQaf//zncdJJJ3W22bhxIzZu3IjZ2Vm8+MUvxpVXXonp6WmceOKJ+OY3v4nPfe5z+PjHPz4cQxOij03OgJF5bLKKKflhXAZhFkZlYJS3U2LMm4WiDI2JFFjy1sFlxajYNaod+pDKnYdxw6g0LcXM/Pw8jjlmfB+bfD/689jkU+D/2ORCoWBc/pnPfAave93rAAAXXHABTjrpJNx8880AgJNOOgkPPvhg1zbXXnst3vve9wIA9u3bh6uvvhpf+9rX8OSTT+LEE0/EG9/4Rrz97W+3/meeUEElA0ZCUNGrRL4Y1YFWDHkYELkY5dNgTJuMogyFiRBYRrnD44yLHcDodOQqqigjiAoqyUkqqChmNOVn3NErQz4Zs9SfPAyCbIzLKeBjxxg1KUXpK7zPmghxZdQYl45bwu3Kc4c9pBQgTf1RFDtlZO+4qxCQDXocx5lxHZCMC2MgquR14DOpTX9S0/8VpRdUXMkRk9R5S1vz2CGPwThFURSl36igMq5M0qBEGTh5FFK0yScnT8dMx+xKHtDJbYdEnjqjYZHX6JUBiyrDjlLRp/0oipIUFVTGDb0KjBYjePcnb2KKNvnxQKNrlDxC/Z0KK31CO3AzQ37qThcTJqooSh4ptl9Z71PpHRVUxgkdmCh9JG+DG23uk43OKaMMEk0L6gPaiceTJ2FlBG8ApUWjVBRFSYIKKuOA9vqjTc4HKSqkKKOKii5KPxiZqJW8eoV5LFPeyUs60ADHKxqloihRCsg+oiT/DyQeDVRQGXV0YKL0kbwMZrSZK/1CU42UtGjUSgq0M++dYUetqKiiKIoSQQWVUUUHJeNFzqJU8jKA0Wau5I0s2mSOTnUlI9aaRRVV4tAOPVuGOW7I2ZilH+Q1wEtRlPyhgsoooj280kfyIKZoE1fGmUG27zH3eXLFyKQCKePDMKNVBiSqaJSKogSUkb3jrkJANuhxHDXU0xxfcnDHZ9iDFm3eipItgz6nVMDJmbCSl9vseSjDODOs8cOYiyp5OX0URck3KqiMCtqjK31mmGLKpDXv1dXk29Rq2ZdDUbImybk87uJLroSVYTJpHfywGFa0ypiLKoqSF/SxyflFBZVRQAcjSp8Z1iBlnJp2GpFkGPtXYUbJC3Hn/7gILhM9v8o4dfKjwjCElRxE2PYLjVJRFCUOFVTyjvbiSp8Zhpgyys2638JJv/EtvwovyrBx9ROj5rtptIoycAYtcgzg/zRKRVGUPKKCiqJMMIMemIyikDLqAkpabHar0KLkAVtfknehZSjRKnqLfXJRUSUT9BRS8oBOSptf9DjmGe29lT4yyAHJqDXlSRVRfDAdGxVZlLxg6mvyJrJMTArQqHX844qKKoqiKH1FBZW8ogMRpY8MaiAyKs1YBZTekMdPBRYlT8h+KA8Cy8BTgPQW+2Qz6HlVVFQZafSank90Utr8ooJKHtFBj9JHVEwJUBGlf+hgTMkzeRJYJiZaRckHg4xWGbOJasdZk4wbD9Hvei1XFDMjJ0zdcMMNOOmkkzA1NYXzzjsPd911l3Xdm2++GYVCIfKampqKrNNqtXDNNdfgmGOOwfT0NHbs2IF//dd/7bcZijK2NJv5HXSsroYvZXDocVfyDPVZw+q3BnaXfYycW6UHBtnQ+/xfKkb2RtLrsl7DFcXMSAkqX/jCF7Br1y5ce+21+P73v48zzzwTO3fuxGOPPWbdZnZ2Fo8++mjn9eCDD0Z+//CHP4w/+qM/wo033ojvfe972LBhA3bu3ImVlZV+m2Mmr56o0n8GMNjt98A9j81Xnfl8oXWh5JlhiStrzaKmLyiDY5CNfIxEFdUk9fo9TIp9eim9M1LH8eMf/zguv/xyvP71r8epp56KG2+8ETMzM/j0pz9t3aZQKGDbtm2d19atWzu/tVotXH/99Xj3u9+NV77ylTjjjDPwuc99Dv/2b/+G2267bQAWCfLojSpjwySJKSqi5B+tHyXvDENc6buooh5hcvgFZdw6LRVVJpZemvK4nQaK0isjI6jU63Xcc8892LFjR2dZsVjEjh07cOedd1q3O3z4ME488URs374dr3zlK/HDH/6w89sDDzyAffv2RfY5NzeH8847z7nP1dVVzM/PR16K0hMjPMjNS4rPuI53xx2tN2UUGGQ/p6LKkJDCia1jsq03qh2ZiiqJ0NMnYBSbuqL0i5GZlPaJJ55As9mMRJgAwNatW/HjH//YuM0pp5yCT3/60zjjjDNw6NAhfPSjH8ULXvAC/PCHP8Txxx+Pffv2dfYh90m/mdi9ezfe97739WiRIA8eqTK29GuAnodmqxf18UEnvssnWZ1j41Cvg3pYysCfAjSp9OMCMoqzcg9qAtkxm6h2VMmq2a+ujkbzHhdKAEqFQrb7bLUy3d+kMjKCShrOP/98nH/++Z3vL3jBC/Cc5zwHf/qnf4oPfOADqfd79dVXY9euXZ3v8/Pz2L59e09lVSaYPg8uxlFMURFlvNFB2mAZ1PmU5H/yXv+8/+tnF963pwCN8yNLfBlGw89zwx6UWthHUWVQj1Ie9dOnVtNxlKJkycgIKkcffTRKpRL2798fWb5//35s27bNax+VSgW/+Iu/iJ/85CcA0Nlu//79OOaYYyL7POuss6z7qdVqqGV5URzlXlnpDRVTEqEDgMlBRZX+MQrnUVwZ89Q2+u2Hjqyokmevc1gnwSiE4Q0iimQMRBVFGTjlMpBxhApaLaDRyHafE8jI9DjVahVnn3029uzZ01m2vr6OPXv2RKJQXDSbTfzgBz/oiCcnn3wytm3bFtnn/Pw8vve973nvU1FSM6Jhr8MYH49qarovfPLLXl7jxjjX+SAZ9SkeTORx6op+nod9ewrQiF6HUpOXxpKXctgYxAWlj/8xiFS5STt1bOS5GSvKoBiZCBUA2LVrFy677DKcc845OPfcc3H99ddjcXERr3/96wEAl156KY477jjs3r0bAPD+978fv/RLv4RnPvOZOHjwID7ykY/gwQcfxO/8zu8ACJ4A9La3vQ0f/OAH8axnPQsnn3wy3vOe9+DYY4/FxRdfPCwzlUlgDB6RPAjG5UI9zDn/Rn3Qp5Eq6RiXcycJJpuH0Xb6GbHSl2iVPEeSZEkeT4o8pwONeKSKoijKoBgpQeWSSy7B448/jmuuuQb79u3DWWedhTvuuKMzqexDDz2EYjF0Ip966ilcfvnl2LdvHzZv3oyzzz4b3/nOd3Dqqad21nnHO96BxcVFvPGNb8TBgwfxohe9CHfccQempqYGY9QkDGKUKCMspgyqueZx3OtDHk/nQaXFK8NnVM+bfjLM+UH7de71LQWoH0yKWJMFeUwHGmFRZRCpP6PcvLOYRyVPTXUimJrqT8rP4cPZ7nMCKbRaOr1vr8zPz2Nubg5PHTiA2dnZZBuPak+spEPFFCej4hCO6mk7qqKKDtriGZVzJ28Msm1lff5lLqr0q2PLQ4c5iidInjq+fl88+rj/fosqeWjevZL09MhT0+TMz8/jmGM249ChQ8n9sRxDfuahjRsxm7GgMt9qYe7w4bE7ZoNmpCJUxo5x6IVd+Ng3qh5eUgZk56iKKXkd6477KToK5HXglifyev6MAoOMYMk6YiXzRyuP8u12F6N6guQpYqXfkSojnPozDqcNb2Ku0yUPTXGi6dektErPqKCiZEvSq4pcf0QvqE5UTHGSl7HuqA+IfBjhMauiDIRBTGnRD2El16LKOHicwyQvE0mNqKiiqT/JsIkreWiCipJXVFBRsiGrK8m4Tfgw4mJKvxmmmDIug59xRgdw8eRFkBxH+u1MZOk/5l5UGRbjcoLkJVpFRZWJYtjNTVFGBRVUhsW4DFb6BT8+oyqujIGY0s9mOoxxrp52o4EO4vzJYmJBJZ5++bNZ3kPINAUoa1FlnESaYZIHYUVDHY1oE1f6Tq0GFDMe86+PyATnOUflWqV3+n0FGcUrlIopTgbpADab4UvJ/3FQMUXJM6ur4StLsuyj9E78BDBsFbWfF5I+7XsQT8ZSnUlRJhONUBkGefdo8sgo3RFRMcXJIMaBeoqNJiqmKKNEP1KCsrrUZZICpFEq+WbYc6uM0rhMUcaBclkjVHKKCipKbwxycDQKF+8xEFP6ST/FFB2njzYqpqRnlNN+sjpvh31pyDITI6s0oFyKKkq25CEFqB+M8FwqesooyuShgsqg0V52fBkTMaVfTbRfDp+eUqPNuPkBiplhZoYOUmzJm7CiosqEMKxolVG40TUE9JRRlMlCBRWlNwZ51cjzRVvFFCcqpuSLvIyBVUwZX/J0bprK0u/2n7WwMnRRJSvU0+wfw04BypoRjlIBtKkrfUBTfnLLaOYNKIqSOSqmKINknMb9eSAPx3OUJoDmZe33nFFZ9IG9lrFnBzIPCqwSjz4+L1foaaOMG9/61rfwile8AsceeywKhQJuu+025/p79+5FoVDoeu3bt6+zzu7du/H85z8fmzZtwpYtW3DxxRfj/vvv77Ml2aKCitI7k37FGJPolH7Qj7HdqDhseWeYxzAPzr+SHeNwTvZbYMlCWOm1bLkRVSZ9zKD4M8JP/CG0uSuZUasBU1PZvhIOyBYXF3HmmWfihhtuSLTd/fffj0cffbTz2rJlS+e3b37zm3jzm9+M7373u/j617+OtbU1vOxlL8Pi4mKi/xgmmvIzSEZ9xOmi37GNE35FGsVUn36JKXmkXu9eVq0OvhxJGXTqT16FlLTHIK/tcVCMs/3ctizPkSxSgXo5b3OV/qP0h2Gk/uQlj1RRlL5y0UUX4aKLLkq83ZYtW3DEEUcYf7vjjjsi32+++WZs2bIF99xzD37lV34lTTEHjgoqSnb0S1TJ80U6z2XzZBTElGE7bibBpJdtRkFsyZphiyn9OFVt+xx2e+03426fpB/iSq/CytBElayu8zrBhDJkBjWXCqDNXck/8/Pzke+1Wg21DAduZ511FlZXV3Haaafhve99L174whda1z106BAA4Mgjj8zs//vN6OUQjDJj4HzHUir1biftI4t9jQH9vOCPgpgyTOr1dGKK7377se+kjOsgb5jdyLD+u9+i1Tik9vRK1mlBvfSXQ6uLUbouD1vJHRbjdCEeE0bptFFySrncnxeA7du3Y25urvPavXt3JkU+5phjcOONN+JLX/oSvvSlL2H79u244IIL8P3vf9+4/vr6Ot72trfhhS98IU477bRMyjAINEJF6Q965ZhIxiHNZ9AiB/+/YUWu9DtaexA+TZ67HCrbKIsRo1z2fpHFY42B3jI00p67uUj90dv2ig99vEANMkoF0Cav5JeHH34Ys7Ozne9ZRaeccsopOOWUUzrfX/CCF+CnP/0p/tt/+2/47//9v3et/+Y3vxn33Xcfvv3tb2fy/4NCBRVFmVCyvqirmJLt/w9aXOnXmLWfYkqeRRQTvLyjMqgeVjmzOBcHdQ5lIaz0kgI0FFFllDzDWk0jNpTcMEqnjjI5zM7ORgSVfnLuuecaBZMrrrgCf/M3f4NvfetbOP744wdSlqxQQUVRJhAVU7oZtpgiGYa4krWo0g8xZdREFBujELUyiLL187yz7btf51NWwsrIiCpZoN7l+DCiE9MOOkpFUVIzNZX9OTaE/vfee+/FMccc0/nearXwlre8Bbfeeiv27t2Lk08+eeBl6hUVVBQlLSM4cBgVJl1MkdTrkzmRLWdcT7eshZWsbsb36xzMw7nW76dy9SqsDFpUSc0oTVCrUSqjzYiKNTZUR1RGlcOHD+MnP/lJ5/sDDzyAe++9F0ceeSROOOEEXH311XjkkUfwuc99DgBw/fXX4+STT8Zzn/tcrKys4M///M/x93//9/ja177W2ceb3/xmfP7zn8eXv/xlbNq0Cfv27QMAzM3NYXp6erAGpkQFlUGjvagyZugYdTCQEzgqwkpW0SljNIZ2kqeIlazLkAcRJY5+RIT1IqwM8sm3mvqjKINnlE4dJSeUSp1JZIfF3XffjZe85CWd77t27QIAXHbZZbj55pvx6KOP4qGHHur8Xq/X8Qd/8Ad45JFHMDMzgzPOOAN/93d/F9nHn/zJnwAALrjggsh/feYzn8HrXve6/hmTIYVWq9UadiFGnfn5eczNzeGpAwf88s+0Bx0PBuTpZR2KmmXzG4dUH2A0HD5JP4WVXpt2Fo7gpAgpJno9B3o9L7M6B0fxvJJkdZ6lbc9pzqW0/5VaVMmqwQyq858UUWUYTzjqZ8fd54vCsNJ+1CXIjvn5eRxzzGYcOnRoYPOBDALyMw89//mYzVhQmW80MPd//s/YHbNBoxEqipKGSfb2lFyQ1zSgXsbwgzytspg3ol8D8F6jVXq5Ed/r4H4cRBROVpEraTMW0kSqaOpPDBqpoiiKomSICirDQOP8FE8mLTplWFSro+kI5k1UyZOYMoiJNl3/kcW5O+g0IBVT3PSadpc2BWhQokouUn8GKaoA43Uh4wwjOqXfjNk8KoS6BIo35fLQU34UMzqttaIkZQwv6HlBBxXDZ5CpCfR/vZ5SldJ612vYZFmeNMdn0P7UuIspnHq9N3vT9HNp/P40/9OTEDiK18ZxFB6GyQhfxId53RjFU0dRlBCVuYaFStKjiV71FKWLQc7zAAx34JsWXuY0TmuaaJVBZTb0Q0zJ+vLYj667l4iVNDfbBzVR7cQ9Snnco1WUkUDdAiWWqansI1QajWz3N6GooKIovgxYTNF0H2XQDCoSIs3/jKKIYqMXcSVvg+4sxZR+2mXad1ZdelphZRCiis6nkoBxEVY06kZRFGWgqKCiKD5oZMrYM6rzqAyTpOP2XAgpOQt9SCOuJPE1+xmlksX5MkxxiP93Fl18mjmN8iqqTNR8KpJRFlZUTBlp8iaYK4rihwoqw0R7ztFAxRRlAkjazJOM25PuuycRZdB9quv/EhpOdvsIK0lSgPohqgx6DpF+k5W4kiZaZRBRJCqqpGCUhRVlZFHXQLFSKmWf8tNqZbu/CUUnpR026qznmyHVT78ex5p39HRIRlZP+MmLmJJ6AtdmM3zliZTlSnIcsjxnBnH+5a2KTGTRnJIKTkn/a6J8/Cxmru6FWm00Ij9GoYw5Jy+ppcNu8oqiJEMjVBTFxhhdzUbBiVGGQx7ElMSD2H436H6EDMgye+zfN2LF547moCaodTGK/VDaRx0DyVOAkja7iUn96df+kpLniBUVU8aSYTd5JWdMTQGVSrb7HCNfZ5iooJIHtMfMH0PsYCY1OkXJP75j9r4IKb30kWm2TbpN0j4jQY6Jj7AySFGl39EXeSStsJI0BUhFlQHvLw15FlaGjTpnmZPmCW+KogwWFVTyQh4GCUqADggmFp2YtncyF1OS9ovD6kdt/+tzQDy99UppvWdRZdBkXZ6kT3jMOt08bfBSkmiVfosqA2ccRRUgetCHKa7kuvKVrFBhRVHyiwoqeSIvg4RJRsWUoTPs04CcnkkQVpI096zG7JkLKXnvM5PMduohrIySqNJrOZKKJz77yEJg6SVapV+iShIGHqUCjK+oQgwramWSxBQdnwFQYWWiKZd1UtqcooKKoiiKAY1WSU7ceDfWIeu3iNIvZ8fXqfEVV2I89rgUIJev2Wvaj+85kbaKshBRkuy/l7FpL/OrZE3uo1T6Qd5EFWBwUSt5rOw8nAgTBD/ceTsNFGXSUEElb+RxgDAp6GAgN+TlNMh7tErSSS/T4jN270lM8ansJA1i0HeJTf8Xd9B8xBUPYSWNqNJv0vxvv4UUn/9NK64kifjQKJWMG2Web9f3S1zJo5jSbwY0PhvVOexUXJkQNEIlt6igkkfy4k1OEjkSU+JC+ofNJM7Dp9EqblynT89RKT59YR4bpSyTywmKC3VweL9p+ot+PvEnyaVrWCKKDSpPmvHqKIoqQ6Ff45u8j5vk+Z/kBBwFAWWsGuloo+KKogweFVTySt4HB+NEDgcCeRdVBkHebjxyByhP4kovUSpDd9ZclRtX8UkVgX42JJ+DyMtrc5BcwkoKUSXry0hcu/f9r7wJKZK0wkq/RBVfBpH203OUCjC5ogpnFEQSX/p9EcnhGG1UUHFFUQaDCirK5DEiF+c8iirDCATIm7AC5E9cSfpo1ixJHZ1iq1BXRfs2wEE3FtP/uQ4M2eESVmyiimXfw+4vxkVM4aQRVoYuUiZgqGXtp6gC5OuCoaRnVE6mEUAeSj1FRpBaLfuBXjFffsaoooKKMhmM6EV52E5SnsjrnZY8zbOS5q53v5yqxGJKL0JK2gaRtNKSHFyfOVJcUSspo1UkWfmtrkPls/9ehZS051cWY89GI/u0dcD/fM2bSJNJlArQ34gSFVYGQ54aZo9M2lgrr2MqRRlFVFBRxocxurBz8iKq5GmaCtfN+2GRF2FlmNEqsSSNSslKSMmqUlz7cR1wX3HFFLFiE1YMXnZe+gpJUjEly3NI7ivteZFEVMmbAJJr+p2mM0ppQKOGpvqMDSquKEpvqKCijA4TfHHNq6OUJ+Kax6AGCXkSVvo98aVtG+Pd66zElLiKHNaBN/2vqQJc4oorFchUSZ6iismnTDIxbdrolCRCyqCqjf9PUnFFRZU+MQhRBVBPMUvGTEzR8VWIiis5ph9P+VnPINpQUUFFySk6Es0VeYpOSYurSfVj0JCHJwMN6rHKqTEd+DRCis+BHsaktHHeuy36xCaseIoqgyILMWWY50iaaK5+pf+MGpml/RCDiCRRYWU0UDElN6i4oih+6LBAGT4qnngxrCiVcRBT4uhXClEeolV8nUaXX57k6SHe0SlyWVIhpddJPbJE/p/pQLrEFZewkkJUGURf0YuYMmyhUZJUWPEVVXy0rtyLnoNkUOk5Kqz0Rj/HbCqm5BYVV3LA1JROSptTVFBRhocKKYkZtKgyCWKKjSwHDxMdrZJWTDFtN+yZUU2YPOs4gcXmwZs8cFO0SoqoFB9fNekhN9FvMSXpA5WSkOQc0UiVPkSpAIMVO1RYSc4YjdtUTEmPnjqKEmXChwPKwBmHi7HvFaRPtup8KoMnC3FlFESVXrNHvJyrLMWUrCbw6AX5P3ECCz/AJmHFN1pFVtYAo1Rsh911yJO0/aTnmGv9pO05SbRK3kQV3yiykWCQk8mqd+jHGM2bomOobNBTR1ECcjQUGH20g3Yw6kJKmquFbZsMjsUgRJVJjk5x0csAYhRElUyRBylOTOlVSBlGrok8mHECi0kw8RVWEooqgyQLMaUfg3KfByyZyOo8yaJK+lWlub8sD9pb0ycCDQ8VU0YaFVYGRKmUvYqvlZYJKqhkDHXUmYfBjjK5H7XFkHVnk3aEr+SKUR5AuJzFofnkPmKKaR2bJ59UPEkb5hD3dB9ePj4QMvUDNmEliajCkMJrFv5ikioA4qthkOePLfjHho+okrcolUHTl7QfiaYBDZ8xmDdFhZT+o5qkMqlM8DCgvwxkkJF3VCyIJ+kIn9HPKJVRjE7JKtw9qe3DGH9nkeKQ5gkniUgSnSJ/ixNSTB58Pz33uG1tc6QQdJCp3KaoFRmxkkRUce2rB3z0LN9t0+6nHyTpdkdl0tik/d9IXp5VWBkOKqYoCdBTp49MTWWf21koZLu/CWXkepgbbrgBJ510EqampnDeeefhrrvusq77qU99Cr/8y7+MzZs3Y/PmzdixY0fX+q973etQKBQirwsvvDCTsk50Bz6SozUDg7oiNJu5ufqMkphSq4WvYe/Tt8mndc6oifhMLOq7LuCfUdNTu0grpkgjGo1uMaVeN3v+rgOxupr+ZbPPddBlGckObovcVm6T5BgyXMJ+FudNUm0rTTeXpkp8yEOXG9cfjMulNFNKpcEdGK2A/jGAY7vWLE72WHyI6KmjTBIj1ct84QtfwK5du3Dttdfi+9//Ps4880zs3LkTjz32mHH9vXv34rWvfS2+8Y1v4M4778T27dvxspe9DI888khkvQsvvBCPPvpo5/VXf/VXmZV5IjvzcelFhzHaTiisZB0FNQpiSj9EFJ//8vm/rMf5SYQR1z4GsZ13W7QJAXECQpyQkkQ86QUfr94msJjEH5Owwkkjqgyo70oipvi24zTV1UsV+5QrLvhpUPMf2xh2dMrQxjiDElYGKeDkjX7YPYDjOZFj7xwyqaeNMnmMVMrPxz/+cVx++eV4/etfDwC48cYbcfvtt+PTn/40rrrqqq71//Iv/zLy/c///M/xpS99CXv27MGll17aWV6r1bBt27b+Fj4pg/SgtMfrZti3LhPEpE/SU3+G/RQL/v8up61fc1VksS9Tk8pdWoOMSiF8wmlcFdOP85oOqPxfOc8JX5fbwdOBKBXItD6tN6BJbrLMuoo77P0Qck1Pm3YRd1iHcY74VPOwxZRcMKgcA50goncGIKQo+UJPmwwpl3VS2pwyMoJKvV7HPffcg6uvvrqzrFgsYseOHbjzzju99rG0tIS1tTUceeSRkeV79+7Fli1bsHnzZrz0pS/FBz/4QRx11FHW/ayurmKVjQDn5+dj/3sgc6pkdSu6lwtejxfLXi+GYzdvTQ9zrCQljVPj2+R6LX5aIaWX/42zjcpkO269DCL6eX2ziSs+D5pxTd0R6eNs0RKu6BS5DLCLKT45ST65UUkxNSjbAeXloYNmOp+5py5nOOVevk1U4ZXCl3sIL2mFDF8xxXaIBxkJl0RYGZBW1aFXgSZJvziWQopkEMLKJHmHWTeaPjZCFVLyzSSdNspkMjKCyhNPPIFms4mtW7dGlm/duhU//vGPvfbxzne+E8ceeyx27NjRWXbhhRfiN37jN3DyySfjpz/9Kd71rnfhoosuwp133omSpfPfvXs33ve+9yW2oW+iSta9VFonPsXFMuuLoNxfquM9SC/Y95jFjPR7jVJJGiKflF50IV+nod9jP5vdtVpyUSWLxycnSTOw3dCI8+/jSO2AJhFTfFNeTL/HLU+KbT82R05Gr9iEFa5myYlrk4oqBnz6B9chsgUMEb6T1/r2M/0QapNGrGRF2n4pbrs8iSm5u5HRb2FlErzDERFTVEhRJop+PDZ52DmrY8LICCq9ct111+GWW27B3r17MTU11Vn+mte8pvP59NNPxxlnnIFnPOMZ2Lt3L371V3/VuK+rr74au3bt6nyfn5/H9u3bsyus74W63xf0Pt6uG9RFsO+Psc46r8N1vGNUibSiio+Tk6U/OiLjNOf/yOPhilZJOvZ2rZv2umd7ci//T9+HzMT47nZMB8ekKvlEpcQJKbaD2KuKJeHiBsfk0JVKfsKKLQXItI6JDE4y22FPK6b0q49JE1wZJ6y4Dl+WaT+u/YySmJJr+imsjLOokvOLtIooo8k4nzKKMjKCytFHH41SqYT9+/dHlu/fvz92/pOPfvSjuO666/B3f/d3OOOMM5zrPv3pT8fRRx+Nn/zkJ1ZBpVaroWYY0fh0FJlEqQyyR/IdnHteMId1Icw8OqhfdeATypGhKhHn6PTDzCTRKnGOg88+eql3W3u1jdPj0oDisB3vLG8g2MQVV9AE/Z5JszMZScvixBTXk21ck7lyej2Y/KDZHo9sSgPiB9gkrCQRVYgUSleWg9qkWVicfvYthKu9DujJ04nJSkwZVPlzF51iol/CinqIblRI6Rtpzjs9forSP0ZGUKlWqzj77LOxZ88eXHzxxQCA9fV17NmzB1dccYV1uw9/+MP4wz/8Q3z1q1/FOeecE/s/P//5z3HgwAEcc8wxqcrp4yymdu5H/MKdtDOPMzfptXqkxKy4hpTBiH8YYorcfz+m68lygG/aF2/HtvG0TANKO+6O8/2TBlzIu+IyuwSIj1YB7NN2JEKm+pjEFFNUiktIiYt4cZXDBT8Apv3RATQJLPJctgkrfHmcqOI7Sa3ht7h26BOdEheV4nq69CCJa5v9FlVs29uiU7IQUwYhpIyEiGKiH8LKuIkqWTWgDBuiCgHZnHO2fejxHSGmpoKXkjtGRlABgF27duGyyy7DOeecg3PPPRfXX389FhcXO0/9ufTSS3Hcccdh9+7dAIAPfehDuOaaa/D5z38eJ510Evbt2wcA2LhxIzZu3IjDhw/jfe97H/79v//32LZtG37605/iHe94B575zGdi586dPZU1k7kFfJZLkt4aH8BMfb6dddIxSZpw71hRxXciARO9zLToGtUD9skwxfIsnvjjWw8uPzSLOThsh8S0fuxgI+2A1/Bn9F90nF3RKr3MTePSAdJmrtgCKkzTdgDdQROJAyJMkSW+hYwTU2xCSpLHz5gwRZfENXb5n1Jg8RFWpEIl51WRuVqu/JOEfXaS0yONmBK3/1780Tgz47Tp1ClsGeOyY1hCysgKJ3EMYvJaJRMm1dkf5LnH/2tSj7ei9MpICSqXXHIJHn/8cVxzzTXYt28fzjrrLNxxxx2diWofeughFIthZ/Anf/InqNfr+M3f/M3Ifq699lq8973vRalUwj//8z/js5/9LA4ePIhjjz0WL3vZy/CBD3zAmNKTlIGGDad15n1n6ktpTC8TISYlSSpJ6p2byOKRFa5HrtL/e4oqaf6O785GEp/U5rjb/tPXhERiShaNy6Ha+QgrXFTJ4kam7+SfNuTxk2k9rofMuJZ5QwW2RafI5VJIcaX1JH28cpLy2uDCB9CtUAHBAY0TVkzRKlLNospxVUqP6kBcdIqr/fkKKVn7sL7CuqvdJjlsvc6jknTbQYkpg3Dg4sYDAxdwshJWxi1KpVcyaJCT6tgPW8RUcSXn9OOxyVnvb0IptFqt1rALMerMz89jbm4Ojz76FGZnZ7t+93YC00Sn9OP5k64RnMkYy8XT1RkPYuzhuqYncsIHffw5prqQhonvpuOe9i5ylnN4Jp2EUZre1/MoScEsv/HjbnM0XdkptvSKuHVd+DiK3AxeR/waS+vQ73wb2j8tq5TWuwUQKYzU672JKbRukjwUvs9e8TkvAfsB5ctpO9dB5dvQfmyVIrdtv1P7dAX+mASVLOYIti0zYetz0ogYttPXp79xrWsqixyT+m5nW9dVprjtfOi345a1M9Z3R7MfAvyokYUy1+M+JtmJH7aYYiPrOunnaTI/P49jjtmMQ4cOGf2xUYX8zEN/+IeYzTjlZ35lBXP/5b+M3TEbNJPbc/WBJHf9vTsom1NAL999yJeLJPu2YLMvyd8nebn+q6fjH1dI158mfdn+x/Yf/DtDXpT7KaYkTRWw7TPNBTZip+04+rZ5wFynrnpyHHeTbyyXy78hpAPrk2LhOi/izhVuFv+/RiMsiy2wxIprUG1qBL5iChWQF44XmteT6YD0cn7yA2U6qKb1bAdUlplvb7K/D/hMGJtUTHGdghI6BPJlI+n6spxxy3u55PVygy+NmFIqJfNbK6X1rlc/6YdTvNYsdr0yZVizEI8TKqakJq9iCoCB9BnK6HHDDTfgpJNOwtTUFM477zzcdddd1nUvuOACFAqFrtfLX/7yyHo/+tGP8Ou//uuYm5vDhg0b8PznPx8PPfRQv03JBI3zyRjbHWFXuLEVH0/Ytq7vvpPO2JfKkOhfyr/IAt/MpcT4Frofd7f4ZBVA3xL9k4gpae48m9JMkt5tlvvoElPiCpWkoZnW5ceenzviPOJpQL1Ggfdj4k+eWcKxZZkA3Zkmcj4V73QJU8G4x+4jpvTyFCDbsiTYKtWUssfbhpwPBehOBeL75wdWHvjMKiTARyyz/WY73LbDnPVTq/k+k04nY1qe1XwqvtEpWcwfZWMSHCDpgPdss6bupGcA8+yNK6NyrmYxR5/SI7Va9pPSpkhU+cIXvoBdu3bhxhtvxHnnnYfrr78eO3fuxP33348tW7Z0rf/Xf/3XqLMBwIEDB3DmmWfi1a9+dWfZT3/6U7zoRS/CG97wBrzvfe/D7OwsfvjDH2JqRCbhVUGlD/Rlkrt+PTaBb2+6IGZkTBoxJamjzvfpowMlfupPEiGl18ev0L55oWVd8N9TCl2y+L3O0eH6D168XuYhsIopcY0sjTFS1CKkwyyOPw086CfTBLXVavfxtk1E64oIsGE6tU3ry+k7aJlpTlRXM0vUBHlBePqPSUyR6T1pnwDEt00Dn/+EI50wqVq5DioQCitcFPEVVVz0IH4D9nlTAHuKj684m8VjwE1z9BKyb0kiqvQDXzGlFyFlVJyyfsKdvdTHQ0WVgdIPBz0L3XxQjNp5K+eOyxMZBNcrnnz84x/H5Zdf3nkozI033ojbb78dn/70p3HVVVd1rX/kkUdGvt9yyy2YmZmJCCr/5b/8F/zar/0aPvzhD3eWPeMZz+iTBdmTvzNihFln/aIte8CKyxHwSfsgbHHRPrHStn0mMqS7ozXd1fTJlonDtX7i42/7A75D058TvnHoLgHGtL38H2mYz21hhssZd/0thzIX4l6SzMUbl+2mVAwbrnPD1sjk/g3/Yxso+QzWZAYL/1u5XBbRZK5tHbm+af+u6UpMgSFehtEO+XdT6gz/c6obWWBXKo+sV9/Ga3rZ+lGfg8rLSMchTiiyiUwcWUk94iPQ2VJ8bN0h4eob0uDal0+qnC/98K2zFFPyFo6fF0erp9QgTf9JRsoHFmTVVpKOHZPsr5/k6bxNStqyZ3VMfVP/FX/m5+cjr1XLQa3X67jnnnuwY8eOzrJisYgdO3bgzjvv9Pqvm266Ca95zWuwYcMGAMD6+jpuv/12/MIv/AJ27tyJLVu24LzzzsNtt93Ws12DQiNUMkbe8UoV4OF725lIO5i2xUrTf2QwqDD5ua7fJa67jrb/kscf6H4iaU/43PVOWodAdwgHEBotjYtpWHGhmXFiCietAyQfdML3zVNLAP8JazsXcZOYEte4kky4YFpXRijICAJaJox0Ran4FsckhCU1TyKblvwvbhYPjACiwRKSxI8ml3XJ/9QkNrgORlzITz9yTjiuKBZbGBCPOImLVCEbbGFDpg7O0enFHTaXcGY6BX2jUdJUg62PkI/8lv/DtzNdI3q9ZsdNRivLnZWYMsrO2KBJHI0K5DdSpc8pwIlJKab0yqCqRl7ys2Ig52+/Ct9m0ClAKpqgr0/52b59e2QxPRFX8sQTT6DZbHaesEts3boVP/7xj2P/7q677sJ9992Hm266qbPssccew+HDh3Hdddfhgx/8ID70oQ/hjjvuwG/8xm/gG9/4Bl784henMGywqKDSBzIRVfjGfMecXm/BSa8W6B59ejrwhO1JJ7QLTlJtyPVb3KCZF5+bZR1oxXmzskCuYx+nSEi1gZApArLwMh0gBtPFyNWEenWEeJ34PI7XtdxKnKeXVR0BwPKy+akrJgWCzakSN58KLbelWJgCFHz1A19MOoA0yyWqODPPTA1PFtQUwcEPCK9n14FI+tSfJKRRrEzntBTh+H5dogoQfu4lZw7u7EXfhy7JzzIaRdKrliW3l+bbhJUeD1UXSfaVVkwxrZfIAeu1rY9hhAaNTRIdx2GIKr5eY96EFQ96cb7zoG1lda8xMzElyUGJWzelUYNKAVIxpf88/PDDkaf81PrUt9x00004/fTTce6553aWrbdTPF75ylfi7W9/OwDgrLPOwne+8x3ceOONKqhMGtJ3S+UwxjnySaMhXJiuDlJcsYkqCT1fH3/XVDQfTLoD30dPFz9buL3JUXd5s7aIB9t2dOcZ6HagXLdZPerF1pRMYkrS+nE1Jenw8KL6OD1d0SkuTy9J/ZiM9CmQdHwtwgq/i+MbpWIzLYl+wNc3NQk5nQfVizSbmyWbIffzEwvHJJT4iCm29K24tBlOv0bk8kAC3RPOmiJOgO75Ufi2cjuTgMorjldOgsowCSFxYoqPkJLlpQrobsO26DaTsGKKVHFFqWRVxrjffB4ND3g4YFm37aw8xxySWFgZlKiS1mM0zdeUlqQnQoJ10zrceRBSJFn1Fz0VoJ/7TGFcP6NVVExh9DFCZXZ21uuxyUcffTRKpRL2798fWb5//35s27bNue3i4iJuueUWvP/97+/aZ7lcxqmnnhpZ/pznPAff/va3fawYOiqoZIzN4UjsbPiIKXHhBD5wxx0wzxya4uqRVYCHNMvUj0jdATAPnnvQg6KYnLY4T0KuzwvrQj7NA4g2sAwmDY4TUmx1YxrHmda1TXDK109dF9LTcwkpSdUhn/qRdWJLA4LfuFxOKWILxvCpp7iHFREy8IYwCSskqgBh0/SKAKAV47CJKdyT9517RBa+V+LOszj7TOEKXFiJE1UAc+oP4N2h2aJLXO0yTtQD7KeYT99hwzSxOCcubVBGxcWJKrJ8Pt2qa1zL/ytOTEkspAzKyxyCsJLGtDTFS5UG1C+y8hizFFcyJI2jnUchhTMUUWXQ5z0wVOVIhZR8Uq1WcfbZZ2PPnj24+OKLAQQRJnv27MEVV1zh3PaLX/wiVldX8Vu/9Vtd+3z+85+P+++/P7L8X/7lX3DiiSdmWv5+oYJKhvCBZqJxrssRkKNXuY6PI2/DFjYAdIcOmFQJgemi6dKFTObG6UK2300BHUB3PXgNlG23ZZM6666LX1yIh8yv4L9L4xKm/vDiusQUHwc97jfT02NtDynxdszpnddPGoNcBecGyEJy+NwXgDlCoNlEpRQ9P6S4Ip8ebEqP4zqCySRXdiCxtBT+P6dW8xNWTKIKEHyfnjb/Z5chZICMTiExhRsXF73CjZXnLf9PSVz+iImlJfOB89m/6794x+QSVWhdwB6lIn9LgGu6GpuY4pqomJNmYCy3sQksLmElTlSR++vFdzBlA5rwiUqJTUP1xbVNEmP7KKxk4SOm9f+8o1X6FaXST48xg5stTjwPdFIxJe9CCidNn5FKxBvmQUlw7mcZpaJiSr7ZtWsXLrvsMpxzzjk499xzcf3112NxcbHz1J9LL70Uxx13HHbv3h3Z7qabbsLFF1+Mo446qmufV155JS655BL8yq/8Cl7ykpfgjjvuwP/6X/8Le/fuHYRJPaOCSsaYggmkMx/bCdsceenEE77zRHBMYQNE3PNRY7DpEbyoccE1SbQhqQvZhBVbPXjdqcpKgYi7OPEBkK1++PamejIsc81/4Ip2SDqJsCyeK7OB8JlX0+tRyTaDXA2SYxqVuxQIk+jFHWDuJItNfeezsekILpOkeSYnUjZD0gq4sMK34z69FFVoP9xkoIhKyVAYG3Fiiul3/h6X9kXYFFmXUsuRB5KLLDbnRaqIpnQeH1GF7LNFqZi+G+BtTx6iODHFV0hxdX1J4KeOTWCJE1Zcosog7jLz/ceJKYmFlF4cLbmtz4HI8ID1y0dMY9ZQolUG4TH2W1SJIYlzPSi9KuvD0dc+JE/q0iA6yza9nBrrOQk66xu1GjA1le0+Uxy0Sy65BI8//jiuueYa7Nu3D2eddRbuuOOOzkS1Dz30EIrF6Pl///3349vf/ja+9rWvGff5qle9CjfeeCN2796N3//938cpp5yCL33pS3jRi16U3KYhUGi1Wq1hF2LUmZ+fx9zcHP7pn57C5s1B/pm8WyXH3KVSzJwQJjHFFo0SN5I1YYs35oPxcjn8jac0SEPay+jiaTJDmgKkD+6QyCJS0U2/m4oPiLqw1YNNTPFVH3xHerZCkoFkXKkUrRfuvJdKkfqwBXMk1R7S1IuvSbZ66jpXTAbFGcPrlZMmTYPeuTEuQ8iIdp1wrYAX3RS0QUVMOqUI4D8XMi+qyTT6fWYmPN15U6tWg31NT0d/q5TWg8ItLXUbu7zcLZjQeoBdTPHpK7OeEVW2AZvIYvOcWR/ZdQ7zbWWjp9/5uqb1+Dr03dIf+Jw6pkNrElNcQoqPZukirmsk4gQK2zXBlo7jqkK5reka49q3q6zeQsqgHKw4x8nxu48TPQw/0ccXTPR0sqS/E8O49Z5ERfA5UB7r+IopvbaFLA9nWrElic7gLdxlKZbGkVQoiVk/yRMmJUnq07SvhYV5PP3pm3Ho0CGv+UBGBfIzD33qU5idmcl230tLmLv88rE7ZoNGI1QyxvQkS8BD3DU55S7P17ZN0ou6KScDsD/Ow1Ollp2iSUxJOv+DDX6zVhbdFv0Qe+NG1oMr+sE3TMCE6W4yLyQZyOvAFBEhtzUgixenP8htXDf8bXMJSOdCRgclultsUnekIuEyxKU2mIwzpcTx36jAMlyD79MrD8aOT+CGNMeVekHISCHqt6guZOAFrUvXcVPwjVfKlunEJyNNSpEUU0znmykNyHUATMtdDU/mQtkMlblRQHdKUFw/4IpU4WWX5eHreGDTFn3EFF8hJYl+aYugArqvo3w5P8z0u62qbPP3JrnxmuQJP6nFlKRCSlqP0nUBNLWzjEjq62U1LUiSejZC0WS9MKw8hiFHqthIczj7nSUFJD9UPbct0w77sa7PPgYcqcbxqdthiLG5oo+T0iq9oUcxQ9bWomNbk9PoPYdH2jCCpL2NLWRdOu+ehpiK4hJTTJpQUjPkRdCWKWPShJzXBVkIn9u4/M9M20pMk4lQ4QluoGmiADLMo3G5Qvzpr2R0hM0E/lucM217GA7fj9c0EFxRsIkpNqfcdABsSh7lvgDdQqM0yiasdOfBoFICmjF37kxagjTd9Ds3x3ZekWly/ESaARdWpPhoE1VoOdXX6mq4TpdhBD9vyAhTvVHUCjceMIdLmM5D/n9J4eeSyVOXmB6VZBuh29KAALuowvdL+zaklPkio1P4bl1iiktI8dGObE/hMcFTzQD7TQoxZVFkXS+hrwds0SmEa/JZayqj6TuRlUfpo1TYOuKUDpXvdd1mYtIpr2z/byt6X1N/hj0phK+okoGznHWU0qAPXRphJTONwffA9EtZ8BVXHAb344k/Ey+kKLlHBZUMkXeNTaKKs8OVOTJSTLEJKSbvNw7TyE/eVTWJKvR/DkN8gmxMDl8vupAsPv9vbkJiccsnJt7m5PF9EK47zD53vaVxcl8M20XNV4PgpsTpEIB5UlPpzNgehpNEnDFiqhObJ+hS76htm+ZOkSKLDOvgB7FUijrKTGUg7YX+gmzm9SCLnSQDhn+X9VatRv+Xl4drQ1JYaTaD4rtEFSmIVeKESjKGG0LfTVEpJnHMpSDZOhGbQCGxTUJL+6bfbLP58v2bRui8HFJUoW1cokrc6D2B4GJqf67D7XMJcj2l3DQtlITP9QyYxRXencZFq1CZTFEqhK9TFKeBm/ZhjUrxEVLiPEqfC6bLMJe4kpGnGFfELJxm32gWl0l9EVV6Nc508NLUSdoQjARkKabkQYMCsjtcmTz+fJDKQpy4EqdQJsBV10lMTuIGKUqWqKCSIaurwMaNdlHFG3kbUHpVBB/Fxj0aVmK6m0rwGSplbLTnKJQfA5Me4Xtn0+exybI4JmHFZELia4Cp8NLD5dicPNMfc2cdCOdCkAbKuuFlk1EqHgbKZuVyogiTz+qa28Dk1NNhSBWJTIXkypDNCPpzPj9H0sZGx79ej8xJYVQfuFH8IE5Ps/+Nj1DxiUqRWgM3x9YdmJxY2UfxlCxu2tKSXVSZmQnLZcxyoo1M4WpkhE1MWVqyq0hxClLSx4b5RosRcU+BkvvgKqJtG2pHZJ9JFOF9i60vMPTJPsi2Rrt09dtx7U7uP+4yZcq2k7ozb7P8s4xWkcGVtqDANMQJJ6au2GuCbaC3sE0Tvk65yYs0XbcSDGxsRR9E+gZgvsa4fEGrqGJL+3HVja+RSetXrp9kQNNLClAPzvOoCCkSX2ElI+3RvvMkpMmbj/t/m3GG35JEqfQipkycgDI1lYtJaZVuVFDJkEKhjkajjmoVaLWCFCAg6GdarbBjWFsL2m+ruR58aDaDhbRCqxVusLYWfG40gEIheNFOgGCdYjFYvr4OVCp+haX9VyrBvsl7ou0LheB7sWg2hF6VSmeQ0VgvRn7iq1KRyZRSKShuoRDunptDy2jKZJos2tS50v7o0NA7DchtJlCZ1taAtRJQLrL6IG+CDLAVvtUKj3+lYu7da7VohyXrqGi46PA2YDKQ142tgbXrZGUl3I3JHN6suDnr6+F3V/HlMmkOmVIsBi+qU/pf2cxarfDa3HWukDFUeDKEdkbnEa+TlZWwgPzCv7YWnZuiUgn+gxtAdc2NLJXCz/TfZBgd0Ho93E+rFXqkU1NAsYm1tWLk2NAuCoWgSLSbYjFsPlTV9E46EtdqyBxqxtxxtHUNpVLwP3QqVyrB92o1NKFUCq/hlUrY9OmwU52SqcUiUAQ7n/ixoXduOA3o6LwiA6k+VlYifWX13/4tWF968qYOwsd7J0x35KQHbkvHM/2nKUTLFq3CVYS2IFKv1cLK4e2MKotOKn4CG/qCxlorcpmJ6wvofK1Wg98rlWAZtcVKJWyHzWbQBul0olNJIsdshw+bo4Nkhp1LWPERVeQhNuHyFXwcJFeqz/p6vWN7ubiOOjUxWijbLL8gmn4n4sRCGzKUDDAbubQUrUiqcEfZGuvmiEgT0kzf7Wy46kmaIsth2rbVtDgZJucjrZGubZNi6rtcuA6Ky8FylNdU/x6bAfA7VGn2G0cSAYSiO13DbFt7AhxtCkh9zCN/nBYZtuo6WQCLCrnWNfjz7Q9s5tnG+y5arUlTWJS8oIJKhiwuFlAuF7C6Gt4grNfDG4yNRvC51Qp+r5SLUU+k1YrejuZh7nQHF+iOfOB37H2hDtH0SBVaXi6jY4zNEKAz0C+0gkF9o9GdDWOb9oIXOe5mswnbQ274gy/iTKhW244EefX1euhh0B1yGTZABsgnmNABIEx15vNoCtfTYmTdkAPaaIRhA6xOqGlxJ2p5ubsuqJhUV8vL8ZOdmnxDlzkUvcBNoe9kCpW3Vgv9yE7dyPOEDKHzw3be8OXSCOmUE6YILh6hMjNjf8QNeaK8oc3MMJWj0KkTCsxYXg6b29JS+J2fK9TcKGjDFHgjg3NcPhN/YonJBP7bzEzwTt8PHw4PAZnKxbBmq4RygTW+RiMwihrW8nJoKBlNDZQbx8+xpSW0TjgB9bm5oPw//3m0DtOMrmVkmOkAcY/bJLDwyDGJKQIFsOcoAqhv3NgZ1BYOHgwrxNUP1OtBhVAlsP65gKBvNvUFvO2ZsuNM/TYdkjRzqADA0Ue3sHFjsMKhQ+H5JQMA4oQVH1HFJZa4RBaJz3r8Urq2Vu98LxQKKJda6ESnNZuhuMgNJWQ79rnb7OtQ836O2h5fxreVB4iEO0I4UDQGMP0Vx9Y2enGObSbI/7TNAy+jlpqtUrvOBL4PxowL0+onMk07KaYDQphuALWR9S+LY8M3yqAfh02WzeeQxfUb8jTpLLcdO+oPfArIC9EvTCmmHFv7EPZVikCjabGLYTqlTHXt0w2ursb/30ijk9LmFj2KGbKysoiZmRLW18O7eMVi0B9OTYU3F2lZs8FCONbWwruw6+vh3Vly8OlWPWD+THd2fe9a8VvhVNjV1fC25MpKeDuSfm80wtvW3JBSCSiVsFovdIpDxZemcHNpGRfmSQCnbW3Q+U/RDbQuFZ+cVAo64CaY6qJUQjB44sea6kMqRNxIKiwVgm7z0tWAC2YAOuFLHP6dCkwX2HI5+E6hCRT9UK8HhlAYCTlXrVbgHU1NAaUSGs1CxwzuaNvM4XVCd6ulKcVid0QEN8FmDt3VpncyhfZZKgGLi1FTyDfs1A0JJNwQXmerq9Fzgo5PqxXulBeSbidRA5GjbjKW7tjQgIHOHbolv7IS3Yb+l9oEj9JYXUUDZaysBMUlU+T5QLvhIhMPUGg2A/+Zzis6riRETU9HgzxMcNGEgh7oRc2KRxbxboYOG0WkUMAE2TM1BZTRCI7N8jI6BtNGvKFRXtHqaljpVCBqQLTs0CFsaAsp9RNOCAyo11F9+OF0I25bCh7QPT+K69EwXFjh+2iXrwuZIgagvnlzZ/+Fp57C4oYNYWSK7Ad4hVD7Wlkxdm4NlLvOdd7uqO3xKuHdG1XB+npQVXQzkg4Hbc/7BldU8uHDwOHDG1AuA0cfXe8cDpO44opY4aKK3MYEDwRKO4bkT6imMvHvzWa9cx0rFApYXFxEudTCavBjuCMeRUTIi55sN1mFZlOHQB6KyWmidZaXo3es5cFl36XzZDod5Y30fkeby75PmsORphkFFWmUj5HEMELrHQJIooMRs9zmOLu6ZJ+gimFlI7gOG5Du0BnbE5AsbAPwj0bxPXhxbQQwGxuX84j4PsG3P3DpR1EfYtG+oqL0ERVUMmRhoYJyudK5eU36A7/rRo5H4MCIVAVSqCmtQd6W5rcLgdBRA7qT3OPgdzmpAySnZnGx+w48GUOdKnlu7dCDNVQ6vj8QDsBtdzhl0IeM2LfdcLbdZadjyr/LJ5PEmIBKuRV6D3Qceb6MbxQEL7gpmkgaYopYkXeiyUBuHNUZOVvkXc/MdNJdmuuFzl+Rj0/RBCZzZMCNLajD1xxaPjMTb0qjEYgAPPNmfb0tEFDddHKA2oasrnaHbUjDaBndhjcZIJfLyQ+kk8zDOarVsK4ohKNaBTZtCh1bribVagCCfoL8Yioqj06honOzKJiDzKWxjiu6wAavM36qUz1RnVFXQFEqtJx/B0KNatMm1sfxP+TiJBmysBCNUKE6MtUbRbWsrmLxxBOBZhMbfvhDoNlE6xnPQH3bNlT/9V/tBpswPfII6J6U2CSw2G5R+k5EK9atb9kSCCkHDgClEhZnZ4FGAxW+HzppSJxz9c8zMyzSrdJJ4yNNi/QYGZ3C+wC6xLj6A9McPib4Yd6yZQ21WjDw3bdvQ3tZC9PTdRw8WO06bIBZWJFz+ZKYQu8+USpZ0WwGhatUguv46uoiVlcDJ6pCaj4JsEBYeDlA4Ndwrmh3/6FfwUyG04WafiOvxhZquL5un3WXK1PsLru8iU11x6OJALsvl2YeDddUENIcoPsUNh2qSlk4wTKSwBRZYEsLivPSkxrtOw+Kq/HblEWrKtC9/lqjYNyNK9CFmr6NuPYxKFxllKdF3HZdbQkwq7u2AydPIonsE9IePFefYTK4S4k09wmGr7GaD50SfDt31+c57YGiZIwKKhmysvIkDh9e6wR7UCQERapMTQVaxdRUsKxaaUVHqTyUgEa9tJycRyCMKuHhHHSr0XeQRY4eXeTJ4VtdDUPK1tbCwpLzuLwcDtxpfopiEQ2UO0UiDYLMYVN6RH6nLAAebMPNoc8SeY3gJvA7pCsr4U1turlbLHabsLDQFlZKrfA2LTeC6oKW8YkI6E47n+OBG0PfuaG80PQbEL0DMDVlDkmgCy2pItTYSD2iKIu2cfW1gpc5FCnB64v/zk3h9WQzR5pCN85pPXJyuClTU6H/zM+V5WVWNysr4YuiUfgykwEU0cMLzr0zcvQ59F1e/Wk5NSI+rwWvKzrIq6tRo+i9XTcLC6EJtCrVx+pqsJycWnqnpsAzi+jYV6vR6C5ef64bTDT+oaiDUikMtqL9UHOnvmxtLTCHDp88LZaX2xEqS0uBIUtLoVErK0EFk3DC81CofiiVjecUtdv1UT/8IdZOOgmLc3PY8MgjKNx3H1onnRRN34mDIkr4gSDkrKamyJM4cUVOREsYVIf61q1AvY7C/DwAYHF6GpUnnsABPocKXSfopKFlsn9uR6d1Pnv0z/Ry9QdUTXx+sGYzGizDTysXBw8C9fpROProQFhZWNiAn/+8gOOPbxnFEA79h01UGSQ8OiU4N0MxBQCmp8o4cOBAaIQpHNMUqcKXy+1M2IQ6G3KeKI4tGsU2UZYlQsVkKmEbpvQyDYTE94Z63JRmXVEFsvCybkxGxI3LejXcZ+48lzJg2t7mjBv2Y4tOsTVbl7m+Q1iffbnwnW6QsB0+235Mh88r4gkwHziboUkPWFJ8ThrA2afY+gUgalZc9IppHc76OrC4uGBfYRyo1bKflLbfbWhCUEElQ558ch5ra+sol8PHopITT74UHwNXK63Q8aNRLg2a6Z1Gt/Q7F0+AqJBCCoUPJJpQAfkMlPSZTlxSJehFStHUVBC7PTWFJkoR7YfrElxMoYE6OWDSFCBqjqv4hDSB3ukuOdWHzYRSqf1eFIIKf6fPVHieukDr8OMvo4d46A4Qvfjwz3yEPjUV5mKYjJuaCuuI3sko5rSbzODmyKZFdcbrCohGFPmYk8SUjRvDuiBTuDBZKrZCx5wrEPydGpQ0gK9nUojkOWUygs/OCoQFpAlFTAZu2BAYRpP/bdoUNr6ZGdTXCh2dgb9TUem7yQwyd2EhagZ3ioPlpkGYHOmVIseeTndqTlR/09OhqbVaEADBm96GDUG5ZmaCMm7YAJTQDIQTk5GUBkTiysJCWG/c4+cHhYybmwP27cPs7CwWjzoK0w89hFajgZUTTkD5//0/o5Ud60kl4o/AJqi+TREqLnHFNUGDayJaYm0NhaeeAsplLG7YgMqTT+JApYL9CwuYonAtV8dmutDQCVQqdfXPpksN795k/0zv1BYBe79gOo0ks7MrKJWA+XlgdnYWGzYsYnFxQ+c/TUE+MvrEJqrERan0kvYj031s66yuhmLK/kcfxdTUlFk44f0Rfee4VImkJHSCIpNwy+35umwfzfXg3HI5Rj5Ok21dG0m0gjj/UP5eKgonWHqEvXiBWSpIQLxKkEQVMK1rOaGp3iPLUpjsW99ZHzagN03KOxtGtiUgvj0B6UQ623Y2kradOKMN/QIQLXac0OojxMrDt7h4uHslRRkAKqhkyJNPLqBeX4/cMKQxMDke1Wp447BaXjfPBUEjW1oubykCUeci6kH5QV4Tf+dhHrzg0lFviyhYXAyMas8JYdKGZK6+ybEHuoM7TCbZBkLSBPJZbNoDmUK+byfwhupDGiEdOu7oSWN4RIoMv5E9Px+cyLt/5DBxxYfqR9YHOfP0mSIyyuXOU354BoWPOVyzIHOonmQkEfchySQ+5Qg3hcyheqI6okfyyiZGr2p5PYxwIEO4c87zYqQB8jzijYzXjelWOBkhnQteB9SwpIGbNkUNI3WorTg0UMbSUhioQeZQ1AqPXuF1xsUUMpU7va1WE0ATQKP93gRgGgmWOu+HDhVQKFQjZpHZlPKzaVN4vmzaFNRRrRYIJ9TsuJjSaLAIFRJMGo3gnUQUElVIdOEqLBnN6nO92cT8UUfhuCefxNzcHJ6an8emTZuwsH07Zu6/H81TTkFLWBc55QCss0l+iqxxFwuFbpHFlr4jxZUkwopJVGmrEosbNwZiSrmM/Y0Gpup1zB8+3N0vU5/Al5fLQflJFaNKYREqXHeUh1peUmwBX7Kbo3feN8SxsjKPqakpzM3NoV6f74gqzeYM5ubqOHSoGhFHpCjiK6r44BPd4vo9KE+900UsLi5ifn4eS4stHHrqKTzxxBOY3bAh/DOgOyyT9z02jyPtZBI2VUv2afKzKSJFCszsM3+iBy8q1w199KFeb5b6OL2mQ2K6jgHtp/9xuBFxc96Y1gH6owhwXM5xnPGu9QzLTE9ySToPhk/T7vch4yQ9fIDfIexqS0C38WnbFJHFgfINu5FGW24UJu0bALeY4uojDh0a8zlUdFLa3KJHMUP27z+IpaV6J51ERkFwv4ucyS4vVzrxdFuQ/y5vRZvusMfBB+dclaDBOs31QHdBqdAyhKC9vIFyJJXE5bBLvxeImgPYTbKNBfiddX7M+Y1crkHw4BtnfUiHXIYLcG+ERwvxgTIXU+hKYFLyZZ6MS0jhBZehAqJeeCCAyxyTDiHrhz7H6Q/cHCqqFLPoRQ47j3ToOleK7JiTsLK42B3pIKNX+HJyin3qySSiSIOkoELHnT4vLgbGUFgHRaysrAR1U6xieTlY7fDhoFg0pQjXGKQpMtgjFFFaCMSTNQRiChAKK4Spyy+1l1cAlFAolCM+OZlJogqZRsvIzOXl0ERKB6oW2/OeHDwYLTgZTcoQV5ZkH9j+3my10ALwxPo6potFNAGsbNuGpy0sYHbTJjy1fTtm2kcB7aMgfSvefZQArLPlJLSQyNIRWLi4Ypt01ldYMTwRqP60p6Hw0ENYfNrT8GSziXKhgENPPokn6nXMAnhqfj6qGtMcPSbxm1ccVV67H+CXEh6RwvV86sN5nyCjWcg8mVZmy1wxjc0PH34SW7YE+zjiiBUcPAgcccQs6vUlzM3NRKITZeZUnKjCkYJMUox3mQ1ZXoGNBayuBmJKuRSIKT//+c8xu2EDnnrqqejFDegWV2xCis17iItG9ZkbIy7qRAooJlWi/T+8OFIv4ssA/7l2fcQVm4CSRDQB3IJL5FCaDAXMjqyPcxy3jQnfuTF8hRIgPvcJMLYpUzNMoiElzWYbFC4R1XRofLKmug6fPHg+6WOmA9bPg+TThmwnDzOY35Qj0vQPcQE8y8tL3SsoygBQQSVDKpXtKJc3BnfU204+TdxIkzzyyR2nquvhLIB8YkZaJgfwfPZKmgG2WAxvD/LZAeOgCUzpbjolwgNh6gIZYip8qRR4V+3va6hEJtM0TZ5JUyJQWHirZU7zaTajg3cTfHBMfjA9MZQOFY+OIBMS1wefNJMMCEMBwuVklJyhUc7qyDHdBadl9F/0qlbDZwlzD7daDdIfuFGiXrgJJnMoMIDu8HJtgUcZAd2myBv33CQyp1wO5+KoVjvBM535dMn3o2Jv2hTWC32eqq4HhT98ODRkaip4p53Tsab6oIZFUUeUH0OFJmMaDZAcwR1sClLtjNepIQHh8SaBkz+6mgyklKBaLaijTZvCV9u4Jw8WsbAQ6A2HD4dzVNN5QfNVkyNM2gPVY6Ox2i51o/1O39cA1BEIKia4F1IGUGtbXQNQxeJi8Jmf6lTnRxwRfKZzjNKBpIlHHAFMYSUwrlYLCr2wEPZj5IXTAIwUPfkY5aUlNNoWkVWNI47A1L59wee5OTR++lO0nvGMLmt5gHVBHA1e1zyGZx2hwOIlrsQJK3HRKtTh1esoz89j5vBhHAIwu7KCreUynlpfx4l8Vmc+WzBdZKht8o6tVIr01yv1YqRr430zzffLl9PlZWkp7Buon5aBktRe6RTkTq70GWgKmJmZWayuHom1tSdx9NHAI49UcMwxax3RXR4ufuqSbiRFFX7ITVEqSSJXJCZ9wrSvcqmFmZkZHHrqKcxu2oStRx2Fpx57DCced1z02kAFAsKDxA3n14s0M7RyTDP8Erx9xj3CyDRpbft9rRmcx/LawJcBdhMJ36xlEz4akmsiWtucvJWSxaNz1ZHJuDjHN2mUcRxJZkx1tRHLMqpzjskEW/N1mZtUI8j60BFZHsJIOwK6Cy2/99qmkoZ7uQ5M3AzOchAoPvO24uojpDncBNk3mExfWNCUH2U4qKCSISzTotOP8O/Wvo073jQ6pduFfNQrH79Ani2twz1fH2hA3mwGA28gmu/P1+Nqx+pqMEin//Y4JnzgTS9eZG4K93dpKgM5UKI5Qal4MzPBuo1GmHZA+5ieDvdLDj43qV5v39SVF045cOKDX57TxEUw6VmQYXQA5IieFA05kms2w2VkHDEz057xsxx6E7zRWerFZA7VBW9C/Lt8GpM0hXxCOoYmk6hp8f+n+uSmUP3Qfumxv/QUmS7oNjoQNjI6T6g+6NwhJcIiojTZOxA410X2GQCKjQYK7fOrVK+HhtkONBddeANnB4LaY60WCComE+Vxp101Gg0E8gIJKFxQaQBYQRi1wpGDpkJ7fX4CBNYvLZVQLgcRK7VaeMip3LxbMGmGXcclLHzwvrwc1hmvP4uY0my/KAaHXmttS8vC2pLlc7G9HYksMlqFL+PiSlGO+mzCCvf8SYgxRavwMBAKy5OhHjL3UYo0MhqGjm8Cr4FOH7473lzlMoMmGfnOi2OCBBqaqJrvnwdwuEQSkzjiilKR9vYyiS3ftlYLBenOpZPqi+qULzOJKT5CSi/OkS1ljcojD4ZUquh72lAfhH/F/4JjG7r4tCe5D1cEe691n5osxZRe8FECfLfLCUkPXS/Caq7+J0sxhW9jKrQ8cWzGxXXSKYoD+IkpgzqFhoqm/OQWPYoZQk6g1B14R9A1aDAp0CZxhX+n24n0J3SLkY9M4yCHnXd4dIed36XixnA1Qu6rFIb8cQGFm8KLybUIPkinDlE68gTvz3mRgOiYgJw9qT1IXYj7xGvNYvjANe4hkBdpqg8aDHMnkA6CSX2QFyx+J5vXg7wyyAEPNSxeDipvDNI0mzYkn2JL20jnXopbVFwyic4Dm/4gTaHrdr3emaInKnZJL4/XCe3IJKYsLHREFCAUUMgZtwkqBTBRpf1eaTRQXliIlofKRIaSo82fRVythgpfs8n22A3XH7gwSfOtBKUlAUVGpdTZ73EpPzUE4guxztYro9EAlpbKnaAIEoDotCB/i5fbaIw0jPLNeEOKEVPqzCJaJhOc+D1AKZIAQV3KeiZxhfbBxRT6DjiiVqSwwh1QIDwhTKIKr2gKC6N98KhE2gcxPR1dbuubLYNa011j6fPzOZRkl0bryUsP/cYDeqTJ9FSg1dUgRYw+yyLTPuWTfLhfL31/KlcvTjPvbpPsJ/IUD97mZZqPSUxJK6TI37kzw7/z/dqeJe07U28CJ8lUfJejRMhrv2toI+tImjEoBzo1aZ3fnBllMqPf0SlpnWiXdiDLYuoDTIc/Tm9caxa7o1RsxEWn2A5SFqqC7eC4RJUY4yuldWNEU1L6abai9IIKKhlC4dCmqBTuwBvvustbhFyR4B4uDx/gjgmt4wsf0HFFotkMCsknZzSF2HAn3rBbMkOaQj4TDyTgzrkpsIMjgzkAs4jFrwMU4CHTUHj6iRPuuJsUB/Jw6ZhxhUIax6FJJPkFSg6GgdA4CRlCjpxUiZjQJe8gU/Fc2hAPipIiSrA/mvS01P5eNppljTAxmEJZClyjcMIFL+mU888LC52kmCZ75y+SJYDAkeYRKlJQofXKlEZkKuj0dJiaQSc+fzWbqNUqXU/6lZEeJt0hjEAhaYGiU3jsBv8OBPXDc7LJqgYCUYWiWbolCRJUSPziQgo/X41IkVEKxBSdwsXHtpjCxRMurNCyOvtM0SYkhACGtC2YI1H4OqboFbDPnf3TnCtcTbA90UcKIvyc54/V4RcRijLhE5lwlYGOK3V6tEwqzQ64BskvCfQbF/NkH0Druvpr0/iahFb6PzmNETdNiir0Gw+W4Kk/VCa5Lh2mHoIrOuWJ+9x1EZQqVRoxJYm3wNflB1oKK6ZHHyUlJt1HHgq5zCSmJHGm5TbytALMbYGbm0kbSev8mtZNQr9EFY99ZuEcmxiEmCL3kVZUyR2+B8R04pmuF7IvAfxElYzbpSvwfuKElH48NrmXPEulgwoqGUJPRyVMDrwR7j1KZ4McdvpMo1Ye7sHX8YUPskwjC/JqecgvOevScbeY4wq0kVkytgwZ0ojkgzHk2JD8CVO0CpnJdQfpRBg7ZX5M+UbSead64UKXUB+aCKMgOsOQRiNw+BqN6DwdEtuFif6P3+Umlcig2tnMsWlDNsErFFIotQQInfVie52oyBIHL4/TOSfkecKPPdUHm2yEO+U8GoULKSS4mJxxWlZEND1kHUBpaSmsv9XVYPIQIAyNojApnpvWzksrzZgvjLIroCZF4kpgySpCyYHSe2jZOvvcKRz7zGfQK4ojQiJMFVx+WF6uRYJuZmaigUHOLogKLnNF6LW8HFHzXGIKF8R4yg8JIU10p2tR3IBM8SmiOxKFiyi0vEtMgRBWKGLFJaxwb40PSnn4B73T3Fg0PxZFPkkPtVqNdmo9jvp5/8CjU+Qlimu8psgVgk8BRmzY8CBKpWdjbW1/579o3hSbqELlANypP/1yfHi3LNN9OuuUWuEZRgIZ4SOm2KJSTJ1h3LXedE03CSt8HTp4vlEqCTAVN6sQfm6Oqf5tAlvPZOXNjwIeB81kSproFF+yPHS2U8Nnu6EECSU5WXyd5bh8ubQdbcqD5NPtyXWSukGKkiUqqGTIykr0prS8EwcEyzqDMFOPYcrH4M4iVyC448jVBx94egmHQteBaKqCDOngsdVtx900BpSpPzyinwdxyEE5NxXoDuTgRTeFZ9sG9uTX8nqJXG9sOaFceZF1I2d0NIgp3BEEHA4fzdHBwxZovhqpJFFjo4MoHS4L3DHi86ZwbcgkeEWFlDrCyAiyqMI+AzSjxdJSCfV6uaMzmKBsGF42blIkHYtjC+dgakSz0egkxMi6kJEqpvohB50LLLLjLPFzj+qOGt30dGgItRvW6MgnNjkCJt0hkBrqiM6VYopKofV4m6D2w0cdpoHRivheRKNR62hBQRpQmHWycWP3HkolAEurUe+bqy/yva3m8XQeGVEkI1T45xIQiUICzGk7tvlTuLgi4SlDVlqt6BwrpvwUUwoQf+IUiSfcCaY+l/oWGelCy2U0IZ0H7Q6vVCp6jWtlUAX9FfXTLjHFx8mp14MbD80mMDv7ZOSJYTwYh6f08MNpO7Sm/zHpCr74rl8qsadQyANgejwFv+C4xBQ5cEiLNJ6+ZxGyY0BGp/Cimw5BWiGFrxsnqpgYmaiDLDE1ap/JaAX9ik4BwmFmHKZg3rT49os+7aVPp1U60kQe+ExEBMSHeRk6XUr7oUsUpXSnwSSmKMowUUElQ7i/BNg/GzfiTjjPx6CQAR8xZWkpftCPtmPBZwXlzmCjETrwPPrBFNIRUYfCzQm6KPLoFP6ZB9ZwU6LRKQ2x72iTJT/DaCfry6UZVC6ehtVsAhXXhVUaxCNVeD2JqBSSHeg7EDrn0oEH2vXTaERFFZNxy8vhZBb0v1RHjlEGP+btv+rShrj41R2RQvIEubJAIKY0EE2WIeuqnXk4bKZw0cCqDcmZW2W0A7edpchRHZBoIuuDvlP0ChDUTxHRR+9SdArth5YRVTqPuNJH0SnLy+FnFtoR5FO7B6fdfQeVdg1hZIpNTJEpPzJ/u4iouMLhslNQ981mORKcxk8JoRN1I6MweEfQfqd/5HOm8CiUf2uLtzzRiQsoXBQroDuiBIiKZXL+FLB1TUIM/Qdfzj8704BsKUB8Utq1te70HxJZuJDNhRZS5DzxXdUkkHNskSkyMId+o/+l+VIogG519Rg0m0vGATKl9ND/AfZoA1/RxLWea3trig+AcpG1ND4RLRAd6dMJYvrddsDTiCnS+0ujKJkweIoy3ceGj5iS1jmOE1Xigm68D49PAbPw8H1xFdrH+89oMtpBmizpRVgZRHSJs23JO655wiSsuE40l6FZ9T+KTkqbY/QoZgg5quTkU/CGIzsmCncKZRg4z7+g7+Q4ttN/yNWNowmgRA57sxnNv5+eDgUW8nRtc3TEHAduCm3KI1XIeTdFpQR9OaUucCi4P6DRKKHRiDZj0/WJTCAzeLkMulAIz2WQRsidMDGF3ym3TXoKdD/WFdxil6jimhWUWF0FREqJvDlq8m9JGwoGu1QHXEiRT5MBAte3DDZtK0KBJUAKKnQnikc60GcpwFkhg2Q4R9u4ZqPRkRQopoPXBxdaGuiuD3pqDNUNiSp0ZABgiv1W5jkOdC7xdzKaHfBSqWj1ibkvFqb7UF2sI0zz4YIXF1PoHTD3DkVELwPl9j5KiAotQUpXvV6OtBWgu+kZ7xSZxFj+3u4Q+PkixRR6ndBqYQHR2WJoG5L+gLDOyoiKKySA0Hd+LpqiVjomIJr+5RwGm6JVbKIKfebzp1QqgahSKET7GiBoKKQ0UJqPqbOliBVD38ADEV3I/sKVlsfFFQqAIOiGJV+XB+QAwLHHruHAgQ3YsKEVK5bE6QVZZa24fNKua4bpgBA8UoUMtgkoNjHF924zGd4vUYUw7MsWnWIT5HjRbPuS2K7VcW1kaPQSXeQiqZgi1zcdSLmO4T98o1N6iRjwjVLhyP7Cd91B4z0xbS/hG0C66BTbfpLO8JzBXCpJtCaNTlHygAoqGdJoPIzl5RkUi8D8fNCfrK8H8wexiHYsLASvarGtKBw8GN5RX1kBFheDO/F8cgu6a0kjUaAzSGtVq1ivVrscQhdlBM5BoVAIB3v0H8VicDVbXAzuuLbvumJ9PVSIyJBNm4IJP4tVLC+HRV9cDFZZXIyuvrISTTOhv15fD16FAlCtNlGtkktFTiJvqvKCXkWhUI7si8wAguIXi9E7pCsrQdGpXBs2iDpZXAQOHYpWGBWeTxBM6k+hABQKaFWraFarnegHqhNy2Dl0mZETZ5Ij36kjfoDojvXiYnsjZhTd7Z+fD3IwNm0CNhzEwkLUnEOHgu/Ly0FdUVXTcQMoJL+JalUKJ+TykmU06uGOeUF8rrW/V1Ao1LC+HhSb19Hhw6Ep1PworaTdxFBFPSg8GTA/H77TuUONqP3emJlBHVHnnM+ZQhEqVEdS8KJIFVlPJQSJMvRe6VgIlKiu1tbCg0xqHhA0yJWVYPnCAuqo4sknA7Pm54PFdMpT26V+pNlsIhBMlgEsIRRPyEJpLZ1DVEcSqjd6HW5bRNbU2u/TAKZRKMygVAoOMY8oWlgIBsE09UezGVRNeXURePLJYAWqu8OHw36OjlWlgubMTNfjkPmrjvA8agA4vG0b5g4eRHNurjMpLf1GlpUQTlgLdIsrQLdwYkrv4etwYUVGt9BvALqjVWzzqnAhhYSRtTWcBOBnrRawtoYHaRIoekQOD99YWQkGvIuL4YR1GzaEn6emgs/VKhYXg9XX1sLubHU1+Ly6GuxibS14yew5aoutFiJtgHdBlUp0HjEgOp6mVB/p/PCAHI6MUgG6x/dSp+qnjmBLO438GYc98vrBn/+8a1lXOhzfjuBijC9F1qJ5hcgwG/5EP75uqRTug05s+p0+t7elaX54sWWQDv1OJnLzTE5TEl9QCmeyvZmWc9PkMtqGH8LOf/CC8Xpx1ZdLGUhTt7JwEpOYYlpfnqimdcTBNdWLzQR+SHy3kWSpRa2vuw+bD1kd2shhtbUpIFm7kr/7qhFra90FNiE7O25UwhOJTOZjTvkgNL4srt/gh3BxMcHUB4qSISqoZAhFb1PEgxwg8pu0kY04FPLNwwdodEujYBrxrqyg1Wx2nEO6R52EUquFAg3yp6aC/ROVStjjcWeeY7gy0mpkChWZltEAmg/s6fdWiywh18rvohD4GGFzlsWqVMKbtlNT4YCPD8TX1oCq6e6XVGqkCtRsBnXRanWcci6mcCtc1sh0IKLUbKLAhTQguEhJT4SXzXQQEDY3akJ805WVaHML3VgquSkWgKeTUCwHJctQfbRAcRytVgmrq+Wucf3KSuj7UdANtR/vMSc/Z4BOfVAcB48aki/+O1kr501B+zvVUx2B9MDrtBD8MUorK4FRtVrUOFpGd2/W1lCsVSN6i3QQ6HwK+g6KrZFSA39CD5fwKA5HtipCpgHJpwCRdRUA62i1mlhbK3XEUN4sjU4Q97T4yU9eOuvPyDLeunjf1kIogNlaH7XQItuep/jI5CcfYSUikhiInV+FolVsk3/QSck7SAr3oEGpdLb5xB30m7yLyM+H9n/xLh3wFxpk9VH/aRJBuCjLi0ciKn3m5eCQiCOjtuQhpGVZ322WN+5dDjsQzAtQ58dgbc18EtNvhE01cHmivnDvkTtMGR8wHwc7iZiSdsoHWzSSr6/oIjbSKYv68iVOEeijmJIl9Hdx13ZuTq/iSi9iiivSySTUpG53dPdkUFDblZ22CVffYQoHo4MQo2RRMCaZniY6aaKgsWSWZBXNNOGooJIha2vbsb6+kYIVMD0ddBYzM8GDP444IrjbTp+nsBKGRhw8GN5ZX18P82Fo2dpasB7dEl5eRrPR6DgYPHXBh8gddQAluk1J86e0WlGFuVgMjdm0KXgddVTwvnEj1mbmsLAAHDgQrLawEPajrVboFFIQDPmbZFKjwV0oSlOg9AWiKCwgygjupFexuFjDzEzUjEIhdMzL5W4zNm4M62Ru03pQFwsLUUOAoMB0l5nqZHGxE8FCd9DJCSRLyKUlh1FaIp12mt61Ahb9QLOBbtoUhtvQ86KpbjZsCF6bN4f1c8QRePJgsWNOoRAcAx4hRA8ToUiVIACngSAKYhnR9B6as4MiJbiLyq0os89VBBEOtfZ7FaurNUxPB8VstUKRi5syNxfWyxFHAHMza0ED27gxeG+1wmgdOumoYS0uorG01InfWGKtis4THrGyhqigQvXAn+7D36dY/VD8TY3VF0WvoFwOjCHjpqaCepudDQzcsgVrm47Ehg2B3eVyYAY1LTr963WKKFgFsABgEUE0yWLbslVEU31kKyNMXT63YJpZRXVWA7AJwIb2e60zTqLJdGdmApM2bwa2bg3qa9uW9rlERpG6yo2s14GFBTQXFjpT65qm2CWr9s/MdISV4r59eGrbNswiTFKic8wUUUKYhBUO39YrvQfdqUR8+TrQLaqQYELKOxdV2st/1mxi68oKnmo2cWKhEKoQlENdLIbPiJ+ZCdoVf69Wg4qo1TrLVpqVTtDjwgK6PtNT2Ov1sN+maBQqHguiiWg/TMsEEM7NLJ8KPzX1oPEY1uvAkUcuApjp+q0fwgmRJi2kK1uCIuM4wtE+cdu2aK4Un3zGJ82Hz8njg+nRRFLJJkNoOU1AT8v4dnzd9vp8/hQ5pRU3y2SGT6qgb73z+pDrkwn8cHBz5TbykETSM0z1ZXs6E+HjHfaao2JrE2nSfCzLTKk+rmL7pmH4BlKY6Lfj7XuqpZnr19iu5Gd5EG39hPwN8HOSTQcwzmjTiSS35fPIyfVKpdjHrNv6D1uaID9MU1Nsnj1FGSAqqGQIn76BT28BxFw0ZLg3iSY8YV08MtkkpvDg/sQ02o/u5R0fTWwhH79CrK4GHrHlWLR322Ve9/ytJKaQBavsnV9QeOdtt3RpqXvQwB+Uww9x7INxyBCTQXyuDoRxNeTUcTGFfpeCCrfIFKFSYO8lPp8NnwyGv4Cui3OpFB0ISXt5vVDdIPJYXimm0JwdJCHR+pQIAZjdWLK8jEYjmOCUbp7T4aQ5W3ldOeHtkV+F25+blhefe2NdfCZkHXGBheK4eEoQn4+jBATz39ABpQlpZQdRr6NSWke1WjSOPdzIWA6ZXGaK8pL1QlAiTBNRWYK25clSCZDnDa9YNhk3lVzWR1O8zy4t4WczMzhCWE2CClnPn9jjK6yYYnhoG5+n/CSOVOFKBCnNQHeHSXOpUIhdvR5ORitTR2gdmheL1m2vxyOhXJOs9oIrYsDmb66vAz//eQVPf3r33f4kT83wccB9bPWYSqJ7mcmBsTlANm8zTkyRn9NOEmIyyGdfbDvTZLS2z4RJTLEdCn456/PULx2c7awXzz8O04QRvkb7zJcCZD5nSlaHo5dJZV1NthexZeBz7/D6559d86jEhXKUy+kiD5JMPhR3clrmUrE97Ye+k2n0nUzR6BVEUzWz3KfSMyqoZIgUUqQGYewI5FXEJKxwT9chpvgmyJQQDezvwCdBLZXs3i2fmNbQYfOBkEkbis5DGSem8IMmXR57eGK9XovoDqbHvcq66VSF7FxcBrWXmcQUsoyLLVJQ4d87f29b1migRGWo1UKjuEoky2rBJFiEmoycbYTiBKSYQnVF8HlUpKVUdxVQndIktRRsI9uJ9L8jd0xdhrWPFTnba+ydJ8vwqBQ6j3hrtllC9SMTaUhcmWr/VqWwHxJW+HduYLMJoNh1nZTXzKA6TYIGWUMWkhDC3zkyuQXsCFWZZVWYehUpjprGbJFqokmdO8UNhRSqYJ6KRVZQncgnMfF0H3pxOYheFC1ShJ+wIicgltieCCTXof/g++/UABdVgDC3TV4seM4kRbBQp8Uno+VPC6JHJgPR0SjRbAKloM80iSr9wjQ+X1n5MZrNzXj88SPxtKc9CmAuk/2mxec4mP6ra3JJqkuZfmX6LJfZxBQXSaNWfEmotnGfT152THeXTdsRrkM0qHH/UPyLpH86pKgUoD/akqlIvfxPmlMiyz5FCsFSe3BOTmsTVVwztSaZxTUO14FwTVLLbxaok65MGCqoZEiXj8RwBHOEXonpMbDkfLG7ujYxRaYs2GiBntlhgEQVUpW5EsE9XiqnBTmGtOgQzAIuotBnctoJ2VxtU/AGERDLy+H69KAV6uul9kCsNYtmmcakPLSFrqZ4RDI5e9xBbLLl3BKTs07LaF1y0ItA9AlMXIXg7wkkfClyhXXC64PcWErC4L/J5+KsIhBNyKIye19B9ElARdTrNfBsJt5O+MOVIibZRl40cl9djUQEkSPOHXJukawnQkYMmepMRqfQvtH+XKZZdenRyWTc0lKQjtE+IUptR5fmjZARs1H4zCL8jKcWxue5oXVtkFUkotTb1vC4j+iMJt43vXhnyE86+d5+EhOVXgoovK5IJONHoIkwIoXH1JjmR7EJKyQy03TKMm2I03O0CokqFG3Cj4UUTyj3hnJtTFEqdKypYugzj15pCyyVTVXUakUsL4dP+qH3fkap8PH54uKJ2LDBnPYjGea43PfGPx3nxaUlVNorPPrII9F1TPNs2KJXJD79eS/CCjfKlCYEdOXU+EanuIJ2fMUU+bupDrjzytdxHQ6fQ2V0eG3hNf2MYOH4CilA6qgUYLBiig3Xud+PcvQ7MsXZn6URRGTIxqBElSTIKJX2uy1KxZcsTVWULFBBJUO4cwpEI9slpRKAJUN+pBQueCj30lLkXrQUU0wREMZytt/pjiyFynecDR5mw9N+yCj+7kCKFlyHCKNTpJhCaSR1tkyWnLBdmYKyBdPQlFGrBb4s9ek2vy7WJHtIhzEuQL7IWQSi0Q1UD7QfILwbXmTr0nvJZQBvQ53yRSUiuRpvYkFb5ZFCfC6bhvhOdUVQfdADaLlFq+w9dG0bjRKazXJsZkyz6RC7OOyKzJ1rKhVPZuH1xaMe6Phzh5o73GDrkJBCR4ovWwNQpjStjRujAinvLFZXUatNOcfJbqeSZAZutZT2XJQR1CUd3XXxTvsLMQ1kKMLGWlYuGtMxYOIXF8FIoJTLpBDG69EkWtoEZptYwqNVKOpF/k7bNtl3uQ5Y+YGosBP8yEQVoN3A1xCZaIqWc/FFpvkA6MxvwY5pJ+2HPnNvE8Wu4BYurlB/wOuT+s5Bzl2XZjzveePdWywxRVYbRU5XWIVk0M/4tB1Enzwqj0gVW3SKz7wpRBLHyOSUuuZQAdwR8q7pHlIVsF9kLaRYlrkei5zkMPAHmfWDJEJrP6vPJ+PFRuZRKpK0aT+Au/NNG6XioZCnSfuRh2esoTnUst6n0jN6FDOER6Z4Dz55jgMQfSdPsv3OHQj+TA/pWIC9+1BC9x3eEqX7mMJu+HvMRBfSNHckBP07iSncwhKi6T8kOZgsCeMGGo1yxFHg6T7k31kjh2wI1Uw6frx+ZJqJSfAyRULQjCT8iSUkfJW4ymA6/mKZz7g5HPTwkpIEJJdRZArVFUHRJ1Rabl0JYR2WEE67u4alpXIns0w+qlWKcnQHuHOxN130xfGQogmvJy4Z0YtbQ86zrDeqIy54Fdn+img/AYjStHh0Cp1L7LN0XqvV7qecBG3YJZWuWz6bEpn40QFCMYWn/chnGPk/zaJUQtRGHm4klDIST3iKFo8qopZH6/EXr0e+nKx2iSoS3nJpWxi2N4kqpvUozsckOa4DoaginyFJx0hGNfA0H+qb2fwoAMIRqPzM+m9aJJ+YS+JKHNVqOOGsDdf4bGrqQRSLzwawP/Z/sqIXscRXpNlQLmOxfWCOOfpoPLpf2NdPry7J/CcmkUTOHMxxRKfIySTlZ8AspvQS2JHF1CK2uTM5HUfXZtyghLERE1J8itQrSQ99XJtJa59PW0yU+iMnlPERVeTNTim4uEQVqU4k6XRdoopcZjkIcXOpxKFRKkqeUEElQ2S6wsaN4XssXLTgL3Le2TwdPEqFT9hIgf6+kINucpNK3bk5Zi+3TaW0jnq92PmZz60gs4RCH4K7TTzNh9xeElZM95Nl06WUEoAcddqmXq91HVKqF1NAhzPlx2CIFLjIAZQOO1kq50YxRUKAWcATL+h7eXk5VIcorYSLXnTg6eg4znRpWnQGCy5sUV20EBxrnpJFc6PIVB/aKQldMvUnsGh1tYzl5Wjaj8n/niK1AXCO1LjI1WLvMjqFO+ZcUCkDXXIdF1hIROECChdZuBwFnvZDESvC0EppHaVSsRONwiM9uusuyfMf5WjDZBWxxiz3f+Zj7M0N3l8Y5vmRAhevMy6pckGMvsvHk9N5xlOwyEpfYQVs2zKiT+fiv8tzuWhYzySqRNalR+nI2/z0tLfVVXQekU6DX1uUCs2tAnQJdhGVslTp8q25uGKKSpFCC/1ucmxM7cE2Tj/yyCextHQMgudwdeNyWGz7HNSEktY7y5y40b7p96R3lE0GUyWYHmMDRPtO/hgcrjg4olNMGoMpOiVu3pQsnCHf6BQf59e5jquw/fDqhiyk5NlRTSLS+IgvaeZvSRIJkXg+Fa4U+EaqcHEkqajiIk06oSm8MCb1x1a0NFEqY00/Hps8yEe/jzEqqGSIdEylDmHE5GzQOz0Kh83TwR0MHgafVFChFBIOT/1pAijJGHCujHhCHRwXmoJlPCaASw7kxJtSfohwYlP2T+33JqJO/nqn2Dztx6QTdbBdrblC1DaK1wmvF1kn6+IFRNNK6O/ptwLCqAeqqxJ775q91Tab6+oqUDN3vgbfFmGL4qIKT7CoIxBETO4vqHTMMoJmp1hF6K5S+k8Zy8th2g9pQ5QpwwOCAMTklcTD64FbBthTsoBuKYLqh0em8DqjZV1pP1RfdH63X/SkH9PN4mR3+Xj6D9BdNxyS65piXSCMUuGWu51Iiqyp1dA9n49JvWwLkrKV2aJTnpqZwdZWqyPz2SJWqKRcWBmmqALAKKoAwHqrFU42LTzV/TMzwPx8IKoA7igVvg9b2s/qamQeFcAcuNB1LJjQZ7oE0GDWNNCV4+pSyTw2P/74NTz++AZs2OB/W8BWZt/oE9/UH29fYt3QwtJMFiL/3BY61EtOVA9zpwDmVB8ZLEWYzB1WwE7q6BROvzw3V8FtjT3u+bwDjEbJI7ZrZ1wV2kSWtEOPXIsqaUkSpRKDLUpFiiqEbbmiDAsVVDKkVHoYpdJMx28gn4kGkMViuGxxESgvLwAHDwILC8ATTwTvy8vAykrwoskIKxU0Z2a6ZAcuSTQRuLpyilBrWREmXZTbr5L4XqZRdKsVlGdqKhjcFwroTJ5ICsnCAg4cCEw4dChY7eBBPl9KsJtSCahUgJmZBoDDCCc95bPC1NtW0WeObLKUXFFuv9fa79HP6+vlzk3feh04fDgoC9VJqxWItEtLQBX1wIgnnwyMeOqpoF5ItCgWO/XSmpnBKgKJoYHuOuHvppQfPqzhz8Mha0rMGl5nVQCFQiGoC3LYTXWztoZG7SCeeio05/Dh0By6QV4qUSrUKoBlVjdLrC6ofhow1w/VjbSu0q6Lw+33qfb7dPtzGYVCEMbVagXnRq0WnjetVuiHH5xuIGLM4mI4SCgWg8Y1NdWR1cgaXkdkBY9K4ecVwYcABbG8jOi5UmX1Qp+fbFtYA1Cg84iM4ylL7Ya3uFbFk08G5q2shNNpVCrBmGXDBrRLerhtzWFEzyGycKX9nZbTIEoOpqh+ZJwOHb1a+0hRVNEigHkUCgc7/VmrFTa1xcWgG6PmV11bBB5/PDDoqaeChkcdY7MJFApozcx06mcZ3T2AnEQ40u9t24apgwfRnJuLRLTwdB1eZ1xUsU0aK5fz7YBk86VALJOzCnXBU37W1nDS2hp+VioB6+t4EAj7nno9aBQ0mqRljUYgoKyvB3316mpwok9NBcsPHQreazXU18udOltZCbqPhYVQA1tbC0Vwqq5W++JSqQR/uboa/BUNaAuF7rFzxRHoRJeXOKgvcP1uwlcs8RVQjGUwjeTX1oyGP0gpQKaJ3fkdQpMoYxJUqtWgAiUkvlEZXOFIfB3ajk5u2kex2NmGHjpFRabPVDyaO5mbZAmaTOUEyTrgvhz9xg89LeOm8e98fVoWEeN4Oh4h7+aa6osTl0cXJ4oVLeKHbGNyPYOqaPOn40ywYWnqibCZlxW+tg3qJn3iauOVZmuH0kje5kwHwPfk4/8R15kT3CDetmW/JE44earZ+hdefF48Wnb4sDnaUVH6jQoqGbKwsB1TUxtRqwWDy0IhGOzRE0w2bwa2bg0e7rFty3rgENLKFOZNnhR9XlkB5udRbzSwDHOqT10s82EKgdNXan+WznoFgTOIWi14bdgQlIk+z84CRx0VvLZsAY44ArVaEQcPhkL4ykpgFh2LlZVgfD8/DzQaywAWELq7PCKFrOLREEB3qgN14iSekPs61X5tQNDEN6Ben0algs6TSIvFwJSpqcCUzZs7ZmCuthJUWrEYFJw2IuedHJ+VFTSWlrDULukSqxP+dBI5kaYsvUlUqbG64J+prqba30lAQKEQHPhKJagfVjdrm47Ehg3BT9yccjl0gur1wKEK62QBgbNeZfVCzjW1uBJYEpKwgC6+BVYfVD/T7bqZZq9NKBZrmJkJik/1Q9+POAI4+uj2ecONaTaDhtV2PGW9LLfrhT7z84XqapXVEx9T8XqR4koZJAUFFtGL19eG9msGbXHSZNzsLHDkkcCWLVipzXXMIlMWFwMdgjTNpaUGAmHjYLuOam3LqAXSHDX89pttRElWcSum2iWusnqqIHis7SyAIwBswsaNod9erYamHH00cOyxwblUWXgyHDQtLgaK3VNPhf0dq6dFBGf6CsKWtmZ4PzAz0xGNW/v2YXnbNlQRnTsFMIsgJlHFdHSkIMK348LaumUbvlzGazURbUuUQLfeYqVvR/D8DOiMEk9cWwuOJaX1UORgtRpWBPXVU1PBBWdmJjjmhs9rpamOfr+wEJ0QmsQVqjq6HNHnpaXgvdUK1iENiNooh99g7RyTUvQJP+S/yywTiS2yRe4/bvlAJqQ1cOLWrcEHitDi20qn2+T5+oTe21J9uIFcoapWowIL346vZ5g7RRadZ6FlPW8KYctc4st5BhP/zZT9JLePRAh058J2hzX4GmITxOLwSe9JGZHiU3TfQJw086T4Rnp4pdYxXNE3HJf9/U4d8cnQMrZF+Rmwn1hxIWJZP5rdpG7K7WRYmOifXPMzmfoZ0/JNmw67yznqUKho1vtUekYFlYzhc4V6IXMuZD5KO9yFQuHpnT86mRx1CpM3IS8xlJ7AU38o8L/JPpfk5KcyzQTolNXV3/Jo9mAzitfgsQFNsYzm6ZCY7hfTvCk0BwTdZQ8cfpkRI+e7YWbEx8DLOkKYftBkn21PlOnaHbodL5oHguq5xPbRuYsuJwzuPsid+Tl4C4gfx8kkDA6XiHhKFreCUnukVESyHa/jGqgtUJoPTTci51FpNtthsZRTEskvQXCRiRnZ8ePPrZOpP6bUDYKspGQZU/ITLe+kivA64o1QTEwrJ6Ol7CYyc2HBFAUkI4IK4rvNgt6QjkpXJAGfDAeIdo7tz/wY8b4N6D6m9J2/CmwbGaFC7/wotBAVVYBugYPDt43bziSYNA3r2qKg1ilcrLNgHVsPHMBTPKa5Xg+EEdNcKtTGgHBESjNw0+d6HZiZ6ZqzB4iO0VzzqHCfXU5OK8OvTV1opWJe/vOfV3DCCYsol2ec4gp/WrT876zFEt+IlsTExambwvN9hJS49ZKIKaysJkcHsDs5fBmQjYOahZji2r5vYgoVIMnknxkIKUlFlEHMP+E6d5IKJ2n2w48JL4s8Lr0+ocgkJHNovzIFiG9DZa2U1sOFPAQwLgVIpv/wbQD/FCBXyqENXk7TfCpyPUNaUFzqj5xPRVN/lGGjgkqmdHdOsfOnAPZOrT16kWIKiSfkbJBryucPkJgchQb7TM4AvdO+OyMo+TQiB3xeRGl/OH8KzZTAreBOOiVl0HpAGPVAZeCOZJ1ZVUJUhlgFMI3V1bJVG+q6o2ZT2AXcIeQvctCbYjlJPkDoENJ++FwLcl4OchRJllgHwifIcHWIG2YYDaSbsJG7rFRCElXIWplMwcUV7jJTPdE0rqHoRWIKN4NPPULLK6ZcAdvcAA6LiIZhmWtox3/j1vH6IkGSZiHppGWRMXyCGCY6cEfWdjOnWzjhn1135+KOiy0mh1pspVNGibwJ1eWc8DQHJvaZhGJ53vBWtmFpCftnZnAEoqKltEyKKtIqKY6YjoAUPmzRKXy/cjs5fwpP/aHlXW2tnfLTgaJT+KR+gHkuFf6ZRpryc3uyE3qcPBcv6NSiABje3dtOOzkZoO30k/4gZejx4BzTNkmiT4AhzZ8i8wV8R/YuL4AMcTk90ljT3WDekZgUBpuYIipc3jWOu2NM9KJDSFMIV326JqG19al9FVN4AV3OJS8Qp0chxVbUQU7gaTtXY0WUXjxkw5/y//MRV9IIK7ZgEtMx8BVWIk8Bkis0m/15AhDHpxOU86lw+A2AUql7Qpk2cU/98RFVxp5+TEqbVDBTjKigkinNLv3BRKRv4iMUGf3BHivKo1CksELOhimeQMIdCvreNLx37qxz9aFjJvvueaXhc1FGS84noqVl5FbRfBCdPxZWSMsoGcMUpbLWmfjUpA1F6itBr8wdP/puik7hE9TyCU8Bs8BC4oktSqUjePEJPuUsu+xFE54abWiahC4+Uw99J3GKCyRcOuIiChdXgHC61hICiYFHqZRAolezWTZGp1BgR+dJP0CoPhicBNP8QevinX8mn850/pTQ7fQ2EY21KSGsM/4I4I7DzFUiGanSfvGoATKHnF0eRRCMf3g+MwlTHFt6XDbYgrgi33k/YbCXBnLUlqk18fMGiE4I22QvDh1v02OTTaKKSxwh0qb+mH7jh8U034qcUBdAGMFET/nhyynahCJQCBp9AtHjb/xc7Ggy9Mhk2TdS25MRK4SMUjE9acEVNPbUU0fiqKMeRaUy1zHVhC36xCa49Hv+lKzupkf+1DaoNTk9LiEF8BNT5OTe8jMLw7c5iTYxxTY8yFpMMZkkt7FNQtslptiM9DXCJ62nFzElAyElqTDgOxSy+MfJhJRewwtkgW37a68TJ66kEVZcJrjEFZuwEhutQjsj9YF2JteJm6wW8E8BcsFFFVkfNlFFRKkkfZTyRIoqSi7p83RQk4b9VpvzWsGdDfkUjHYnSINtGdpOn/ldXteLu8Yml7gpfot0slIpcqiacjwSNYffe24BncfxylQfct5pPhVylxrsRSVeY7/VxXuwb+7TyoAOKqeXUCtTnshm8VmKLaaUIBJLyJo1RB1xskymO0RSSbj6wJ9X3dMAhY6lFLhIDKPfaDlvRTQrCUUZ8XqmGTFW2XphHfIH3/DPsq66cmNsjweNsZBjc5FMDjzfRj4BhtcPrzcA0cghqi/m6HIz5KOTQ9N4xAj/TCvw9xL7bqNk+cz3SQJO6MiZHrULtKuCO+98FCoSo6W4JZ9PxMUHOdzj4ovsB11Q/VCrjFvX5Trb/su2nc+yrtQfjkws5+vJKCDb5/Z2XCwBuv1pLqLYAhroO/nr9Jm/+HrBoPhEtFo/tqb+8P81/eab7mOKqOFZLnw90//E0qsDKPFJ6SmXsxdTeD8qFKq4p/oMmiRiikmQ7klMkTeWgHDsZjsgPgfK1FBNJ49l/bVmMVJPspj03ACTLuR6yXWyoFJa7xZTbH8QV8C4AtsKb1hG5eJls1VLFthMlvUk14uIZryAvKC2diM7bWlcVvNyuGaetimu4npG9WA6b11DvXQR2Mqk8pnPfAZLS0uZ7W/kBJUbbrgBJ510EqampnDeeefhrrvucq7/xS9+Ec9+9rMxNTWF008/HX/7t38b+b3VauGaa67BMcccg+npaezYsQP/+q//mrp8poAOI3FSNnPaaU0pjphSTeRjRG0v237kfAZd5eGG8t8N9hg0B5Ox7F26VOS8U+nIIecvmq6S5IhVRKUHvo9Glyn03TjukZ4EbeCA5AP+nRw4+i7FESmwmBxFHvVAljaBqLjDVSu6ULWXyzvNthuTbsukbGATUuQyXi8yQY1/b3SKzp4YHolOqdfR7cHL7+2rL5klZxgxJczw5Ta4MCLr2RRh0GS/dUUTybw4Vk9yehhuVtAc+bwpXDCRAgtRjnnRfrhowrePHklTVgERGXDKgZW4jS3PfLDv/B2IpmX5PFSXiya0fVcEiIO4dU2PUea/2cpk+h/ntlwo7exIiCNclKPf+bw1/DPtE9FBq6l/oDZIkHMqA8TkcrlP2d9MTT2IcvnZXfstlbofJMHLIpf7Ci6mKBafdRI7U1l4nXTQTZ6BSUixOUlc2UojppTM86bwpiWbYdbRKbLdmDKRfCeg5YfCKqbIuysyepjjElF6xXQi8e9tXEKKSURxaQw+JN1Onj9eQoqpgNyYJC/bfmPUIlnOfokqtmIB3Wbw32W9R8552eClAaY+gzMIUUUuTyiqAN3nd9ZztOYaEtWzfk0gV111FbZt24Y3vOEN+M53vtPz/hILKt/4xjesv/3pn/5pT4WJ4wtf+AJ27dqFa6+9Ft///vdx5plnYufOnXjssceM63/nO9/Ba1/7WrzhDW/AP/7jP+Liiy/GxRdfjPvuu6+zzoc//GH80R/9EW688UZ873vfw4YNG7Bz506syMcVpIAHCxiRPakMkRDzp0gHnD7zuAH5hBnbS0Y9mCZ+BL3LKf1dA40YohPScqcciMbPUKzGOqIl53OrcKecSxcmSwMJIs6UZrN9FyCB1E3HS95tX2efeRyG6cXrlu6cc8v49pH/k2E3fFTLlAjfOQTCEnP4/ACmBAxeh3IZf3G5jk9EHEYpycwY8sN5tErES5PqQ9tBkLEaUkzpBdni+XfZInkbiDQ8qbyyxsijBgDzndYwfYo+cwu5MOJzoeTrcI/WdLSCZVxr5FXQQTr48nPbVn7seDQKHbcG+9wS65qE4V7g56cLV5fuinLyWRbdmcEBIXh6H18mv/P2xdXk9vGnfoHqTs7zDHSLLbSMoj0cN8+twgo5t7Vad5oPj3jhmMQSl+Ai8Y1gidsmQi8iiunusvxzk7gSJ6RwtWmExRROL0/zMUWlVErr3c41Fdw2vomLRkmDy1u3nFg+Qor8zaYHxb2ywiimxBXSJIyYtvFRJVwKheH7IEUVjssMWcxIO4iLVpGd3TBEFX4t4suBRKKK7TyXDzhT+k/eAxzieOSRR/DZz34WTzzxBC644AI8+9nPxoc+9CHs27cv1f4S+xcXXnghrrzySqyxSdieeOIJvOIVr8BVV12VqhC+fPzjH8fll1+O17/+9Tj11FNx4403YmZmBp/+9KeN63/iE5/olPc5z3kOPvCBD+B5z3sePvnJTwIIKu/666/Hu9/9brzyla/EGWecgc997nP4t3/7N9x2220pSthIn4ZomclVpomYHDbuUEjHnLuypiiVhnjn/0OfjR1hQkO7J+fl83TwtBApEcmEpCaikRANdEerrLN9R2M+uO4gB4VpMN1hltEotJxLQzZhhdcvF1BknUSEL24QVyTERD62G5+Aa4CwZvksXV4pfMk6o/rk8+SQQEb1GdT30lI0ImV5OWpSR/CiqysfUbOrq4xE4cOGLIQVGQEhxQFACG2mdB8gUk9cqDCNkYJ6Iku4YMJn9iiKz6WYV9z25fZ6xUhZgBgnlY/KDaKKjEUD+87fk5AkCgWIynxxdPpDy//afEa5b5P4I7eNbMMnPDWJUyZHRK4n0wDbJxQXI6SIwUUU2S5pXS7E8OUmsYL+g9atVIC5uSdRrx8TiXThJI1OiVvPZ8Jan5SgnkjjjZnEFZOQwvc/JDGFkyYaot9iSqSwUo3gBef0oi7Ytk0iprThdWMTUkxOeVqhxLS+T33y4seKKRyb8GETTUzEre8prJhSgOL+No4kAlZqYYXefaJVbMb1Q1ShggN9F1XGmpxEqIxagIOJcrmMV73qVfjyl7+Mhx9+GJdffjn+8i//EieccAJ+/dd/HV/+8pexLm9sOUgVoXLrrbfi+c9/Pv7v//2/uP3223Haaadhfn4e9957b9LdeVOv13HPPfdgx44dnWXFYhE7duzAnXfeadzmzjvvjKwPADt37uys/8ADD2Dfvn2Rdebm5nDeeedZ9wkAq6urmJ+fj7w4smP1HlDwkUp7UEyDbx7JQI6cdLibsDvoXL5oWra3pQK1jQ7LmHCEFF2d33PurIGoG8X/naeHSIuaiFrBox+kYx/s35UhE9EgPEbR0oFusuX8c2RyUnYU+Msmjsl6XxPrdAQv051oNtK16Q5uM2WJgfDY8mV8fZO4IpOYGgjmyZHpWUG98nEQj0zhgR2RW9PcOWBOA5cLbGJKWmFFRiPxz7zu6b3TVqRzy/OZ2vUERCNS6GnQ4fiHp+SUYJ9Hxdc62xExXWTbx9Yw3o9ck03OiUFg4cKCTJWTv1ML4X2VDdlX0v7l+eSDPHdNv7vKEYdJcOn+EzGyJmTaDx/AypnRpSfc/i6jT3zSfnj9m1J/bC8gGpFSLIbiCkFzq8j/kIKLKTrFR5SxreP6zsl0QlrpALnUKL6Nr+NEYUQ9iimEj5hi2s4Hk9kmczIVU6jAcVEpJtI4+zZixBTuNPs42bzoNkc9SdHTiCpd8D8xqUFJFKGkITamfcYJK21sooqvLppEyDIVP4mw0ilkXLQK4ZpXJYmT7TKwj6IK79snSlTJAfkPcEjG1q1b8aIXvQjnn38+isUifvCDH+Cyyy7DM57xDOzdu9drH4n9iRe84AW49957cdppp+F5z3seXvWqV+Htb3879u7dixNPPDHp7rx54okn0Gw2sXXr1sjyrVu3WsNz9u3b51yf3pPsEwB2796Nubm5zmv79u3tX8KON7bz5N67TNUQO+FOABCdT8AVscJfENtwh4S7uU2xbsQY3jFyFcKByGASe+fuDk9U4p/JYtOL0n/oPjOPfuBHJtyfvFHrrCfpaSSEx3DwdxPcKiDqjHNLaBlfHgnn4CNhoCuNjN+17Q6RpCuRT4IMb4VN8aLlUkTh8QC8/nlqVsNoDptmBEtLCBUG+ZxhlvpDiTBUewX2mVtLv/UdU16xPKfQ7fuYIlbCNB+yigQU00S1PnOo8CNVQjRtiPYRLOPjMtOEptZ5VHqE/uJo13N222Q5OVjc2Z91AEPPmO7Iys+GeVTo3RTJxsU9GdHiSv2x6QQmYYaEFTnel6k+PulAvJ/j60ibOK50H6fzZEtLkCS9jrgOoNyfdMipEk2qQwoxxRTR6RJTssAWaAPYzeKCHn3vSvGRzjwZIYVf6dFmIZwQrroTn2V6DxXbVwNKUmzXumlElVjx0XfSX1chXXXjq1CYjOqxjpNqcXH7MDVdeZ56RavIZa68xqTqhM3oRsM8/jFFsWY8Ua3ijwwUWLV06HkKcOiV/fv346Mf/Sie+9zn4oILLsD8/Dz+5m/+Bg888AAeeeQR/If/8B9w2WWXee0r1bjzX/7lX3D33Xfj+OOPR7lcxv3335/pTLl55+qrr8ahQ4c6r4cffpj96nYgnDefDIotd6yB7jgOecdWOuYwrM/v/spl3D3m/9t1V4fjeka0kTXx3SQj0LstfYRv24T5Mb+0blRgsY2lnHcRTIq/KC23ZN3y7gNPw6JtpRX0v5H64WqRmIwkeCRvt6PefdMiq1lGZD3Rd6oboDveJvhORZfZS1xoiXh3/FaFcDzoYc2UuMJFFpIiTJJCHD1FuchzhY2SqJ4A89gnFDF4lApZBoQWVxA+RrwY85ICCo9+oSNSZL/bo4Wt86g4sEX7xBF33KmOeVKUFNmy+i/b7z5tw7v92Ab+pk7L5ZjQu2UeFYJn1JGjKsU9W+oPh2erVKuBaFIuh5Eq1Wrw2aQJ8PG8FEls60if1BWdIsUZl+gSsSvJ9c6kxticaB9cUSncYK46yEi+BGk+acSUpL6orBNX1pIpgip1VIpJSOFGpHGq0zriCcQU01+5nG+C/FrTy8cUnygLY3M2CRW+oTU+yoPJYXcJLPJ/TeoE+5wk9Yf+xoTLBJc25NKEnGlAcvAAuB+VZSJOVDEZ6xJWCNM1LANRRc7JNW7UG8W+vABg+/btkWCB3bt3G8uQpwCHXnjFK16B7du34+abb8bll1+ORx55BH/1V3/VEXU2bNiAP/iDPxA+vp3EwVHXXXcdrr32WrzxjW/ERz7yEfzkJz/Bb//2b+OMM87AX/zFX+D8889Puksvjj76aJRKJezfvz+yfP/+/di2bZtxm23btjnXp/f9+/fjmGOOiaxz1llnWctSq9VQS5EH7eyXeEciRi9cTCHxxCQ9SFzSDs2YQA4lOez8fzr79AzrcF1ozBeRJrqD+6UEQSIJLzktB1tXSkJANO0HIEdeTjkiy7e6CkyZnvCTAbY6kU3DFkVERymSRiRnchVpJACAZhPVajgHhnRCgGBZeL2jmI0KgkggE/w426yh+qPzhUesVBDUSZVZE0QSNZvlzuCezHFOTEtGUb3VaigsLHTiNriAwqdwJfmhzKyQzdg2PHZFtdA2slVHznPrAL4YiQgAus0L6omEkwbCaJNVZiWtEzcCpN6gIraTs9BE51AxObcRWziGOx1pEyeeKBSwOeW2HBJbfKOTqA25fvdhYOO9eh2YmTH/FhmoFlGtBlVUqwWLpNNKgiYQtkl5GfCdFJCP8SsVoNUKtlleDpYXi24RROoGpnVMQolrygDXb4mI8zhLpfDY12rheZH0T22CjG2+FFpPKg4xYgp9BuxiSpYT0Lp8vSQpPk4hRRbUlHrAsakNrgFds+lXp6ZxpIeYYtNT+fKkwYFyfTLPZYrrN2N0iq8h8jdfY1xGEKVS+F/VatQI3gkKwyql9ejTdRJiErdcyKJTcWTRqdhAWHRaf61ZDOqB+h16l31PsxnskHbO+6le4IUlGg2zcfV6tD5kXbTfqR6kKXRNWJP3axVvHn74YczOzna+p/FzR4ktW7bgm9/8plO3eNrTnoYHHnjAa3+Je4dPfOITuO222/DHf/zHmJqawmmnnYa77roLv/Ebv4ELLrgg6e68qVarOPvss7Fnz57OsvX1dezZs8d6MM4///zI+gDw9a9/vbP+ySefjG3btkXWmZ+fx/e+972UwlDosAOe/ZHp9g/bmMsNXDwxpfskuX7KSBfar2nOgiYrTy9zqYR7hSitFFG4GyqtsqX/mNJ++D7oKDU7xQe6D3+XSSlEFZs1LqQlQFgffH8kD/FkmiYQOuim+kkw6WmAeHYpgGTaq2n+FHoHs0oKX2Ed2ebZpe+diWlNtyrbLy6mcGlAiiqEa7l8ZYpIneORQ/IzQHXFYy34q4Iw7afEPssUH47pgdI8rgOgNmFzajhdA+w4DywBfLrcLEkStZL0LsRABBRbf8w7OFpPfOaCqssH5Kca9yVNqT+uFyFFkGOOWcPCwobOd1uqT5xQYnq8Jv9d7o/vy7Qd31/ESczC4UgzYLWF7dvmS6F15XZjJqaQWbFiirzxwJcRcaEbcp24dW1Gy2UJxBRb8U1F8Z1qRJony0D7SoSrHmyGmIyJM8JklKl+ZOiHXGaJjjDhc/ramlYctmLbDhsV3ZQGBMAcqeLKq7N1jmmQDS0uBYgMlZFk7ZcrUkVJz+zsbORlE1T6HeDgu8+0/Nqv/RoOHTqEm266Ceeffz6uu+46HDx4sPP7gQMHcOqppwIACoWC93Qmicd6P/jBD3DRRRdFllUqFXzkIx/B1772taS7S8SuXbvwqU99Cp/97Gfxox/9CL/3e7+HxcVFvP71rwcAXHrppbj66qs767/1rW/FHXfcgY997GP48Y9/jPe+9724++67ccUVVwAIDtTb3vY2fPCDH8RXvvIV/OAHP8Cll16KY489FhdffHFfbQFgvzK1l3MBhTDJEHJiR9eLb2t6Gg132OV/Ry5SFhuSdWjd0SPhu5QWXC9ah28rHwxN6613XUvFNCNhBIQ0qofnsvG6Mr0kDfbO60NKEZHtueJgGDTK8Tcti5rFHeioM939OQlNROtUzndDdRS0Rll80/eOk1CtBnfiZ2ZCg9rvJDNQJAoQlSJksgzEOlk6w51zyXQe0XchrAChsxp1JukDj7GwPT5ZWmESWOholBBN/0HXdzkuM81tMEx6qTPfOreJOr7/Lbfn3WZPbc4Va276TP8vujueEshPKSlWyCAx7tPbXhSBIlN+6DulBEktQIoxvqk+SUQXU7cvPxsdrCRKQpKLpG1mXymkAPETi9BvzGnnfguZMSgxRZpJJBFT+HwpgBBTbE6ZNEY673J846M+EDYVwmV0SjHFVnxTsSXSybetn5moYiqA3JFNdXAdd+FoW40y7TdOmeDf2+/SkTfhCniKa1quenBpQnyMJIvfbBpSgHiH2YuokrQhxDUwUwOXBrXfJ1VUcaXt9fJKwmgEONj56le/Gpkf5r/+1/+KJ598svO90Wjg/vvvT7zfxMPfo48+2vrbi1/84sQFSMIll1yCxx9/HNdccw327duHs846C3fccUcn5+qhhx5CkSXQveAFL8DnP/95vPvd78a73vUuPOtZz8Jtt92G0047rbPOO97xDiwuLuKNb3wjDh48iBe96EW44447MDU1lVm55WAPgH00IjqQUAYwz8fRlVIQA503VPHcmXfuw3VXWXSqvTtVtjlWbDvmR4lfwSidBOz37kAOgi8P/s6QF8MoifdeMIkqcm6JJgLXVs6lsg6YBwdA6KSvrqJWC9q0dI54FETUpeSxHTy9BAid7zSsIaxLXkehIEZ1Iedt5t+najVgetqcVN/+rbiwEJklhCQcOaVrufPPUdZhdnApTYhP2QpEj5zE92iZIoe46FWrAQsLNNcJr5cmosl8ZCGlVtmgqBawdxn5Uuz8Py+PLLcX7cYm42J42pVJ5LIh07eAUESzzZ8St1++rmt+FNPvBcNyOooQy1z/36FSCRq9a94NV8gQYRo1NZtAqWLcpQ0uVgBhd1OrtSeMjilGqxW0n0olfLpPsQg8/ngFxx23iFJpxiqmyAgZKTS6Un1Mogtfj/CKTiHSRluVSmGfTX9CIe5x28mCmq5TjvlSgFBMob+1+TFpxRT6HhfxZFvmK6bw3zoTz8qCmpQA6bzL312Y0hj6gI+YQthMiNN0bPXETeQZGr54pVyZCpnWENv+yDC+L25UsxldR6YA9UCcmOKDLLbcD1EqRYsPdKcBlUoeKUD0naf/9APZwIDuHDOPFKBK2yZuxuJi/4qthOzatQuXXXYZzjnnHJx77rm4/vrruwIcjjvuuM48LG9961vx4he/GB/72Mfw8pe/HLfccgvuvvtu/Nmf/RmAaIDDs571LJx88sl4z3ve05cAh5Z4sIH8npYc3E9MxhVXXNGJMJHs3bu3a9mrX/1qvPrVr7bur1Ao4P3vfz/e//73Z1XEDrY+uVZDMNUBEXOx8BVQGuh2zG2OQwPR6SdNE0MaU1b4BZKXe3UVQK8ilEkmbcb8DgTzc5jkB9qGIlai+5BzuBKR64isRA8ZPOsQf24ZiSr0ufObVInkHB3NZkRv4PqDvGERTYCQs0yQm7rG1rXJESZkfZKzzyNXosEaPPCGzOxEqMiJaUlcmZ7uzKNCJeYSA30mOYLiZ8qIT9FaZ0dHphKBvdNyvh6A6EDcce5LZ8I8gTDNccPFD5Ld1trf6Tjb4FP38s/cgtAKk1/v9ANlfL74ZyB6zKTQwue4oRLSS55rSVN3aB+8PZjOXy7QmPpU3rZc5ZHrmMSY8Ef2Kz928mA7jq8V1uEFzk8omNH5ZppHhY+9eTNeXg6L4EqzAcI5U8jEQiH6nUQWm5jCzZaHhTveNj3ctp5XdAqRNByjYjj/uKhCBbNhElIA/1wYtsxHTEk7+azvYTE1Zx8xxdQXGp33JCqET1SXqfA2YSWNAiGiU3zFlKT6g9Qz6DjGCWAm/SExNmP4nxCm+uL78IFPKAJ0CycuUYX+yzKfSlJ61YlIXyC4uEIm8H27dIguUcUGiSp8vehEe/6Y6kEWmAsrCUWVgGLXfYdxZGUley13ZSX5NqMa4NBPRk5QGWvERSTOsWuKdxM+uhvd1+brN8V3Xi4ffG6YxpfKlwbCSU95iaX1Zme984/8L+WIj4dWs9/6PT+CLS2LStAEO1I0EuYKBBdXEE2vJ/0B4JEP5JDz+Aty2rm15OZGQnpYCeMwtd6oXEhmyKeKN5vt71wJ4nU0MwMsLAClUlfpSwid8zLC40rLZemlwNJE1CmWn00CS/yhaFrDmk1+EtVbo8HjL2Qp+NN+4s4lsp6LaPI9OiGt/ByLHOUYziE6ZmuI1hU9XJtHsPD64iIZ2L5c0SlcTDHBRRbaxvV7xDTDfuUy+T0ishTYt2o1UCA6G4p/yyjHqlYLRRHTb1xgMV0GuKPr8nm4j1MsAvX6kZidfRTAXOAce4gpXEPl6xKmCBbberL8sdEpJuOTiiscl1NjOsHiolLoe8zks0C3mBIXlULbyGWm7y6yEFMiUSlUAJMK4SukpImAsEU/+OC4MeMjpvg46D7aA49i4Nub9AUfvMXHuFAo/pvLEFdn5DLOJarQutyB58s8iAu6iWtutqLz4kuS6BAdUYV2aIpS6RXbPkzHkTc0WSem0BvLZLUDnPJdwWgFOMj/KRQKXct6RQWVAdN1cYpRe7nAIcUOIDrXRlJoqlDunFvvY/PO0ZIDOXxlmAsrMoanO7aHD1RMOckibCNcRjC1nk5F7vSlgf6a0lN4yaOlFxbF5QU36dHJxS79ITq2424qt50iSWzuIm+VSYQVaRmXjcqR6UZ4dEqz2R4UkIBCKsPMDHDwYOj9zcygtLTUccApdok+S/mBl57gVnDJoVtu6I5wKAH+wgrQSc3i+p0MwKFljQb/N5n2s46ojOSCp/tUEBVYeI8Q7if1vClsQ1ukRglhK5ARPqbjKaNWuJjiA7Vo/jIdMZcI4xOdAsM63NbIfqVyVSy6+6I01OuRpwBVq+F4mkelSKGF+g8ZpcJTf1zwtswjU8gc2yOUAfd8KKYIFr6e6bMp1cdbNBSO3uL8PCquQZktjJ47MC4RRRbaFZVC3w2RDyZHPU5MySIqhRfRtCyVmCLvjCTJX7IVPk6JcIV1xDnqDkxPkPEVU+KElDjNLo32ECu2xClxvSh4LqT6wA8Id8TjDON1xz67nvaTddCNKaLIJK5IM/j/0fljFlWYbSZRJWmUim892c4dKrCpTug36sQsosq4PzZZ6Z1Wq4XXve51nUl3V1ZW8KY3vQkbNgST4q/6qNEGVFDpA97CgqvzyUIh7hHvx5qysvoMYkOybH48rYHPy2GefcY0UOSf15rF0JXktzjlMoROk5QV+pX6w5/8w+M8Sjaj2KBTPjqZB3mEkQ8U2WBKBSHHndJMTBISlYrXr6kBSMmItlsD0MTqajkSkcI/U/BNhXt/NHIQkSoypYOXWkZC8DZvmrmHW8qjF6TMVIal/hM6wbb0mnA33Cr+AkIRLO5MNslKvFVTvXfPUZFKRDWcO1QKOXkw0J1wJl+RXSNaX3HRKSZ5kJeHbyP/x7Q9b2dyme07X78rNYwmJYn8eanbk8lIzS6X7T4/jXO5cGITVVzQGJg7zvT4ZPof2o9vZIpNdOGauCvVx5UpY50PwmVg0lF9EiGFr9+DmJJmvhSTP5wWU5NNLaYkUYlk4ZMOnuVcNwlEE6eihOgxt+lCfJncRi6LQ/q1UljpC6YbcknFlDgDuRDCv0tHvAcBLAlZC19AVFyR/a5N+EokqmSNqXFJdYiM4SlA/HcudvH9dUWqjC9SVM1qn5PEZZddFvn+W7/1W13rXHrppYn3q4JKpnTHd9gmuxtZUkxUFb0+0Zey+E7LVg3LfUjSlCmBoJtIx2K7Dc8+m0opHSZXaoFp26R0imx71jBTIEqlSld0SjuQA4cP03WM3FBK/aE5aijigVxMniZCPTyfYYRKJ91JwnRUwiuFaUBJplG0yhR/yg+NvilSZWEBqNVQXljomqKVx3FQ1ApvFesIJDkpsMioFJoWVoo1cp6WEtAdyhH3nFq2GhGdN6KEUOBaR1gvUiCJa308GoW252lEFbYsWpZECO+oxMQuPjkwnzS4yJZRXUjZiB93aZWPmCKji0qGbWDYjp/npsdxl9gyPldMUXzuRKgUCqEjXKkEDZzn2UgFwaQwmCZoluFNvD48SONfuLZptcJ+Z8OGJztFbjQCs0mLIBPi0nf6IaYQXo/gBYBGAxtqNSzGOSK+6lOGYoqpyC4xxeb09SqmmIRYaYpcllhMMRnmI6QkDbPpRVTh+2nDIx5cjrbtqTtp68kQgNHZn0l3SIytMCZ1yCWmxBki57ORQgr/Hieq0P6kCkH78axnl9ObtOmZdAfTpLM+0UTGqWH4NYYfK1uUSlwhbcbK7yZxRUakxEUQkUFx5VOUNp/5zGf6sl8VVDInOKSDEk96STHJNILCEqXCCeboAMyJRfxJJDTrBYDOpJrZw9NJeD/ciX4AwtwY+sxHeO3OnjtXpkfvcuj3LOaUNurw8g4d/95OJzH5XTxKJXSgSwjEFIrlkGk/3U52tK64uFIW6/oNSuQ8u9zMZhNRJ5LqZHq6M4cKeU+VRqMjkLQQOuByLhWw30kKouVcYCFrpCNNR4R/7whq/EC7ntiCbq2FN0P6Hjzpx5T2Q6UjESyumw8jUKLSBH90dhSvMaVsaAQXvhqNLuGBjuk6wtQ3LkoW2DuVlossMgUrTkyR65q2Mf2eVkzhQlARgZBSKBRCJUF6/wQtN+W8cAFFhhGZ8MzT4hErXJNJEqUirwc8vScQQI4BsIRabfBiCmHSJDr4OnVJocLGzcHhK6bwA4RkYsqgolKoqBxef65mDyQQU9LkLvkiHTlJSvXBdJxtwRxxgRxJIlTiRBWOab7d1EEdNsUhTkxxCZE+wopLVOHryM8C7r+7jr2tCdrqKC5KRYorJlNM25KJsukaJ6nNKkolbh8mcYUfc1c+04SKKisr5jnOe92n0jsqqAwA6U8A6D7pqWNxXCxcU+b0Iqykgs8U2sY0QOUD4m6kGwJ0P5p3FfakiyTEd7Jd/bB0AuXnUskYqk8OFrdCljqtsNJE+AwXQCTNyFEYtSkerQLzjWty2ENHnZxpclG5O8rTflyxwaakGdq3i6hUJPOQKTqla2JabkypFIbdsMcnk4Num0uFSsqf+EOtgMfacMfdFp2SBSb/WegRogT8RRbHtX2SD6QcwPdd7jg8Xr6C7PBk3bR/5z0AfebpWDJKBQhbULW9TD71R0al0DY2MUVGjAxaTOkcn2o1GCmVSuEzhdfWoh0Tr3xbfiUhhUZ+0nsgBT1T9hH9JkUVE3QtWF/vFkEqFeCII9ZQr2/Apk2tgYkpMgqC/2YNHXc9rWR93fzZhe3A2R5TlJGYMsgUH1OT48tsc9l0RQtJMcUUxmhSHrIOtTGJKj1GqchiuupKrmty7H2CicknpaJI/YH2Kc1ymdp13piMkt9taoPpHJNIYUbmLZqMNCkRtC9TlAqVJZVyFJJkUmebNkTw+pLZNFxAocNjE1VKJcsktfKzCZ6faTNWGmk7hjLkxmYICSs2UUVRhkSmQQpKgByg9bIT02NFe3XWep/L2A/zcaCRkyl2g7spNq2vbHnxfbsc9iAKxnZh43O5doxwxYfDHM4PRB0oWXq+ba/1ERFlTIN9pkCYAjpkhEpgbhGBWEIuYwnhhKXk4laZlWRZja3P04Lk0QH7zXQE1rsitWlgSZ+bzXaoNClBFJ1CYkqp1Hl8Mi8JObMV9iInnUrDl9FsMtwSHkkhHXOiINbvHHSTysg+25wP0iO6jyG3gqf90PcpVhLTi28vpYLkRM4p7rFG85WAarUrMYmLGVwSouO9MDODY1oto4jCv/P9VOAWU3jrHJqYYlIJ6ISkWVqjYR3hdnw5bdNjiCRvZ7KZyieVS8pl84u250/y4V1rR8iodIsp9OJ6HJVFlofWy0RMkY5dmkky0+AjpkgjLWIK9ZVJxBQe3Mh/J7quk56YUn1sl1e+bqyYwi8QfJnNKBm9aXrZsLUJvgywR2CITlxOcGo77ryushBT5Hqm/3VpIYmQOzflLvmKKY1G9CWRy01Gxhlou+HpiWtqGP4X8jwzNT9bs5TNmRfTdOhs7SpSNqmiE3LcawpT4tjEFF5wabxpW3mOAtEHMJg6MF8hW1EyRiNUMqVonYCfYxRoqfNKMBAuIbj3XEL3Y0XjkBIE7Y/jpbaJi51MVTDfRJXCCUWicHfFllJCyI5YJgTI0rudQ9P1YMqUlsENrNVQYPNzcGmB6oEcK7mcR0LwUnNxJLXayS84Ip+JP+mHHBr+YByaeqTRqAJYRuCMt4DOA5rX2u/0jChKKTG1Plom5QySLOIxXXNpLN01Ma10KHkqRDvthyJ8KEqFx3DIqYub7DuPCgKioguP5+EijXTUjWk+hvM9zlfjJgYTCANRmaiFMPaG0rRcx5vLDVKg5LPExBMZ31oEIx6pIkUnGZFCUUFkFZeByux3XnJeetPks1JM4WKI6ZHKUkyRQgkXS/g6XEDp+n+aL4WOBwknFKFSLIZCSrEYTDxiCtXgjYHaPD/mUZXUmyT+AxWFolTiMh6oOPx0JdPX182aEmAXSHwjWOSynsUUm3fD10mDK8WHlslCOyJTeFF9xRSXGdLZk8WTRbfdYLIFWMnPkYgHqSbIyWdNRsUpFDZMv9sado93x02CFWGbN8X02badDQrmiMt2sQVxZEacmBJnjCltTkab0G9xITcZG+ijxZo0Iw4vjin4xhV4Q+ubAjuMqT9AuEP5OQ1x25pCb0wTxJDxPAWIL+MHYIyx6Yi97lPpHY1QyZT4TjhJP22SBuQym3xg/X+EpZROAN+fW36Ih8/50B39wF1P+jf6TI43LTe5Svy3Elu/KN7pM//e7Vi67iIYQ+XJuFIpUlL6N/nUF34XXiItkxEr8nuJLed0afKmmNL2iwd0kGkyuCP4pxpC97LElk0hiE6hKBVyummZjFKho8HjQGScCHeLzQ686cbh6iqixtRqYXRKtRp8rtWCtB+ELa3MPvNIBl4fFZgFEpuYwkteZN9LQLfYI9sT0DVYl44Fz/YInUt5LKmEtJzqpwrzM3K4NTxeo/s8icsYiTQ57vBRVA63f3o6eKR1udx1nHlEiizZ0UtLeKJQ6OoVeP3IVsaPUFnsryi2kdEsFbGvAlsuI1wq6D7/ZWuPiCnyBKQZWelYcXGF1puZ6URddYVq0Pfp6fC77IhZ30WvtWaxk0LnGljJepcBR7YpXuRLbkvbLCxUMDOz2DHbFG1Ch4yiUkyRKXyfgDlwR4o05Lh3IiHS3voFzHdI19a6l5mwRaaYlnmIKWkiU+g9q6gUlwm2CbepXiLiFhdTyDBfMcUUkULIiAfXSSD/I62jaahb1019meqThZjC13M1ZxfW9uCjGvTamGzRRK4DEWeoqUyeBySJeS5dzxV0Ywu+ieuu5H5d7cl6ge8x6tEbXhhTdBkX2eSyXoQfRekRjVDpA/LODL9ZnmgHiDrqUi6QIgjgX6F8W9t+I/t2Fd5DEeZ3E8N5H4Buh5BiCOjJJdyiJswWShGmq/Rt4mUnMd1IN4bQx2J7Yk3uSPHP5LDJZwuZ4jn4Z5csZMR0Rad0HxbSUSpVugI6+DwqgWlUApqUlkep8LlUeBxHo21tE+hM4cr3w6NTqM5oX931yq/fMgo0Mo6SxpCQQhPTUtrPwkJn7hQqHX96DI+IWHe8c2deykbcKefyUMRxtnkUBuTq3VBJ6PiTNNBAGHdDLccWpSJjPGQyC8kCIa6bsUF0F7rDAqiBzcwEE3K0lxcbjU4r4IIFIXsBLowAYR3YokX4iy+n9bKMSjFtS2WORKXwlB1SEKpVYHk5PFYU8lEsBk46CYUmMYVfZEw5OTJapYfBMb8BDIR/0Wza5zLk7YWiUIBoEE6hEBSNT0yb9Xwppv0CjqgUoHcxhc+P5nvc+UlvC6lhy0xPiTFFxPPiu8QUThYiiihul+jGv3eNlUzRPy4xJUnqiA1XiEBWGDp2XmeyGDI4h5YB5m3i6k02RVvz5FEMSZqwEdONniTRKXEqhYxk4NvzOuTruqKLLAZXSutdqVouTAJHXHM0Bd3IdXmEkStSxTSfCpWHN8NIlAqQbnLaJPMVue7OmOqHh91Ig/iBGGO4MJ7lPpXeUUElUwrGEGNv5KgieCROxJWhUHh5Jzxpyk9Q2m4RRTouzjJy6vVOOglH3sGM7pmcOJp4lsfb8M9kmelgUk9AjiR9LrHPKeGOuryzy2boLLEn/cgnyFAd8SeXEFQyW51FHHKGc84VeSePYOJKrTbVubtLugM9GIfP57q0RP/OnewKAnGEpAieTkKSA6+vJkLX0had4mVZxzxpauQWNa8jmpSWOZ6lRqOTPiInqJXyEAzfO4+4ZUeDR0eQRCSjGiIqK58BmPDsKLiJYRchZQNeGilWuXoI2oYnMIVShE8RIyKXKSyAzhtD2g+JXATJp3wCZilotNhnbrkUUaTAQfUkex25Dj93aR3+PxDrmGRiQESl0LHgwki5HAgrMmIFCJz0qSm3mGI61tTOeB/Gae+r6eEw8+bLz0FK8eG/mXwT3nboKT9BMM6RaDQeRaUy1wnOod/TpPjIdaWeRGbz32JTfPgyh5iyuLKCSktMMy4jU1weqclpj8tPQiimmHxT/tn1NB/fm/VJMWlAcozE1zVOQisjTpKKKb4RCxJeT0k82ATYnHKX4+3SiXzFFFonLntCOtyJsHlpLm/QJqbYDDIJNFxUAbpTgHxynEzfPTAVJ24dKhphMlUus5nkapLSbP6dT1ALIHpM6Lvpsy+29W3L5f+5nhFN+6FlijIkVFDJGNMAL/EO6CNbLB3yErpdVh8xhSq8KD7z/+OOAf13EriPQN+j40Lu6JFswGeqINeJoiOAbneLW8RlC3LQubPO3aaAVOnOcpTe3okpwsc0YSkXsHjcgMndNQ2zvKJUOKZwm2Yz4tdy33Z6OiqyhOIJRT9QDActW2t/BsK4D3IouKW0L0oHqiJ0aXk7IAc+FFls51DXOIsECv4oGu50tg0sLSxEhJQyQjEFCOvCZgUdSS6mcKlJOvQdx5vyFqgNmbxDB3I1nv7TaNA5RMeOHjRM1vHzhnoMiGWUrmUj+M123lifRmpK9xGqUGl5GZVGoyNAklDCpTYem8Z7DS5g8uVAdyQJfbY9+YevQ/WeycSz0qvnF4hSKRBLKBKF2gmfVIQiWFxiik90Cv8s2lyaO1T0lCkSVfhgnsyT0F/XaoHWIK8N8snRPlEptEym+JC5vCzcaUgUlQLYxRSTg1iv+6f5UKEJW+Hl76VSREyRRfPJiHFta8N0w1/qRLa6Ny2T+lKpZHlSjEkc8RVTkggpch0prPhEq5iEM0s/b7r/QX9lW6dXMUUW0+dxyBnoDdE/ln+WBNf6roJxQ21REHzSkQwxdSW+GUnSHN40fUUVrjdIAY3vvytKZRjYhK64CWJUVFGGiAoqmRKc9HKQ4NUvm7wlmO+68skb6bvpuTgu55scC+4ImObr6JRKxuF6KhKmFP7wsbxUehJOuHU1oCvFh/5fXkxr6I5+4K4Sd3/lHfsolCFTryMcuXMnRk4+MjODwtJSx50laYjLOzxNBAidQLKC4jqAqDMonyQDto6s/1hYvimfmLZaDaNT+KS0MzPA8nK5PTntGgKHu8lK3UQ4QS2YBeREFBCdxlWKKVWEc7TIWU2CeuN3oTnSIQgGAKKOeA7T9HSw8swM0GyivLRkTP3hVtB3OVkwd6q5gCLn8CB5oghEnzhkS/3hypbA0jV0dtNocFmIWt8UgkmFZeshK9bFdyq9Kd3HLaaYHqxhFE9kus/0dPC5HeVFx82E7AXoOPNziy+n9bjIwfvIJEKKPEK2dfhR63ocsvTo+fdiMTgupEzI47a4GN2O1jWJLPTi6VUmwaX9neZPAbpv/rt8FiqqTVThyPZLQgpFs9D8uzxIZ23NLaYkeVoMHWb+PdFTfHyFlHo9EMDowNhImzdhiWiTARyyyD4PVOGfbf6IK7DAZY6p37BFp0Taji3aUsa8JxFTfBx5k/fqmx/TA1Ivor+R65h+SzMXijTTFMDRM71MEGpTiHzEFxmpknFduZDnifVmg8BVdzZxRQpirggjH0HMqEXxtB8ekhhHGpXeVhiXqAKEB6DX/xwBVlayz0BcWcl2f5OKCiqZUu4KbY2NVuG306RD1U5R4Hda6a46T/uhuA4RbOxEijIkBnAnXTokEcMcSM0BiPoHwSCcSs6fSkKRD3WELhLNvSGTZfhVi8sX3DE3JcykQKpCIgqCjhM55zxOgOqJXF6CUrSozkhgkQ47r5+IwCUoAvZ64aPottdTrRYjwQPc16d5XZeWgIUFErcopoMEkwbC1B+Cx93wdYFuMYXXFX+Pxu3Q6WBz5mnMXSH7ZSQEnVM8l6le76T+AGFdcSuorqSgwqMbTKIKtYOIFCGFOZNQ5wGl+JAp3EcOolR4j7COUAQD0CVCAtFnTlG8hjndh1/A4y7m9ToTuZjwiHo9mCMkUOvCz/U6SktLnZSruKNBpaX1uSQnhRcZjQLYhRQZbcJ/5+vbnuDT2Yan97iEFFqHIlB4vzI1FZyvNCqmDtUUlcLFKrro8Ilp5TnBOmVK96nX7U8TsZFEVDFFLwRBOU9i48ZjUC4vdYJ0aA7epE/x4fs1rQv0UUgpFLChXMZivx+XwA6sad4UKg4Q1R3kJJT0O+ESU5KaZBPCge52YOr6ulJ9qIARxRbhdx8xJYlTbmrANqfcFg1h69M9bkTFpY3I72knljVlTtjo8SFG9gKY8E3v4fCUENs+uZG2tB8fPNb30Rzinuzs+nuC159NVAG6609GJNFp1HX46Ppjgjr+XjEdrLiULFMuExmlj01WhoQKKhljuvnMf3MvYMvbO+ITNsqIFH4/mkcz+CCfgkHblcR3p2GGq7DpwsyfShJuTs4zuT3cLSFHkKJUyPXlDjr9EaUKSYeS9s2TAQJpg/stHNmvrzWLqMgRII+CoO9C+OJRKuT00Z10XmJy0umSxI85T34x1T0/ak7kSLn9XZpC0SntgIGOM7KwQGIKT/1ZRlRk6RwxRAUVLmZJMYV/J2v4EXQP4OTYuivdhyJTWBQERahgerqTZkJ1wXfFl8lUH+6U85QfKaZ0pCFq/DMz0agZICr6WJAZQvKdbtQE4xpqeXTsqf3Tb67ZengPwM8jsrb9q6PBNRrhXfJmE6iYUrD4iyKH2nVDogrgjlThZzV/yX7LJaJwS11CilzPJKTQd+c8KabvMhKlUgnbClcD6BiVy/Yn/PCTlsQU/tguvh6LTgG6fde4m8quMTa/gWmL0qRiNBrhoeDNhDKdbCk+SaJSvIUUviyJkGKDIgLXDeKAD7YQG75MFM/2Wab6SEzLs9aFeL/BxS/6rSs6hXCl+pgMNtVXnLfK2wCf/FIW3JUfkwQP590U5eCTMgL0dpM+bpoRuZ4XPkJI3Hq++zBNYJqENNskxBWFZOuHXTeU4kQVIKpJuOZSIYIbIqJAro7f9ZtpeZzi5JrnRhokD8CYo49Nzi8qqGSIvMDYHHcj8q66AS472KJUfM8LGZ1CjrpcXjIZZqMZxliYpk2IPumHO8/8qSTkFFKUyhQAikejAyljcUxPjiEryc0yR6vYrp2Ra4C8e8yXtR2Y4sICCjBHqZTYZ7S/0+5t4oqUmKQV3JLYy7+8ZdlsolarWAM6SFhZWqLPXNCSUQ/8QPE0Hy6uUCltYgrVc5iW5RsRQU781EwpHJlTvXABgxx4NvAutwUVIOrAk0VcGpICC9WvS0wpA2HoDw/ZMqX2WD2KEHnnt1ugpPOPtz7eunjLo20oVsoUnULrlKwiMWEd7/I6Iee+Xg/fKXpICCqAXVSpItprlBFtSVzkIKv5Z/otiZDCv/N9RIQUICpskP02IYWrYzMzQVQK5cOUy8H3VitYFveEHzq2tC0vBxdjmKDV5OmNMIiUHsgoFVpGZsl1gXDQ32pFizo7u9aZkJY73b5RKVJ7MIop/RBSms0grIYElPV1dCaDketRoWxhAa6TjP0WF50ii20LxLEF5KRFFt80Ga3tOyCiU2ypPjLcRhrDw62SiCn0nRfa18FO6oi3Bc24FBBXdIrr8blA/NO2aH3ujw4Fl6IX1yhNRtpEFZMgNgABhf4mCaZmyUkTLRQXpUL07ZAk7WCkqAJEC2aaT2VojVhRVFDJFO6gJurwTL1Xe+BMjjW9aP4NmnaSR6lwKSH2LxG6XdwRoX0U2XuXYfIWk8UceWOaggTqdWBpqYZANKFRAU8lkd+n2N7lRH/N9u/cWa8hnJ+DnMUw3iMu0KZLTKGVpJPEnJZye7JTnuIjo1TkchJbpLgCdAtbpiikEvsc+3hrMdIqzUxFfNylpWhAB2Vl1OtAvV5uj28oKqWzU1aSUEwLWycQOvNcbuAT1FKL41JRKdJuyKzYa6W8488dTUox4fOpACgtLXUsod1zK7iVMvaGSiyf8tORI2S6kUm94hErZKgYfNVqwcOKpIncPIDOqXV0R6lUEZ431OVzkQUIJyCWUV4Gx9AB+TwdkYtsovOHBj38xeqk3K4PwlTl1IIqbau4BERCM1jJS+K76ak9tJ5LcDEKKdw+GRphUgKkslwqhZPSckUTCI5VpRKGcpBgIoUULrRQNAqPouPqtiE6BbDfoTIFA5A5tD0XVWgbPlA3pfvQe7mMztwpgQaxAZVKC61W9+GkfSVK72k227qvRVGg4yyXJZ13w5c03oplMJEkOgXwF1OyuFvJTeSfveZO4cjoFL48ThSTv3F6mdsjY0xBOPJ3Ttw8K6ZtTMt9xqhJsp+UKK5uIm2aFuF66I1PlJGpDq1pP/RHvPGUSr31gzbkxSMu1c5UYA23UIaECioZIvUGKSbQOpEPMvxfOOr8CRhriD7HBog+DcM3c5AEFOkQ8kQZenUe+Wq7+orOTprFV5M+RTCZJrknNIkm/Q+987gAoNvBo7kipJjCLeET0kYnO3UNKppNw9wcMuqBGSQn1mwi+vQYmpvD9Ahe/p2WSUeRu7gyFahjEH83GdT2jmhiWh4owE3jUSrT03yCWhcNZmWVfQfMUSlkVQlhvVVRLpcxMxP1DaWJ0qyuW9U8KoVPggqEDuvqKkrtW+s81YTH3wD2+qEWxiNVyPmORKdQCgZvN9IJZ4aZBsNSBOT+MY0tAlMq3Rujjqh0R5DIwkvORZUwwYYX2RZI1zU4pGNOc4GIFJ+Op84jVoBYUYVKRTIRl015kbiAAnQLK6ZoFFq/ZFgncyFFRptMTYUKBoV81GrBjHEmMYWLJqblfB4VlipEd8aXlqJVQANqChDwuaFI42o6R7mwYhNSaI4UnhpUKgWiCgX7tFruqJTY9J44ISULEUU6GDQp7dpaYMjaGinS3dvSfyT1TEUHmCQ6xYc0voiPCbItxEanSEipNS0n4uZNIeLElDQThpguTDE3nkz4mAlkn+qj9B/f+sla65NiSmKRrF/iiYQatUtUsQnSXFUac1ZXe8s4tO1T6R0VVDJE+nLeyLhYcZed5lEhV0mm+hBy1goXPE6AR8GQc0IORomXzzOHiX7mTjqfTJN2EaT9kO0kjADozJ9C1q6x5fy/ZQIGn4iWHHSZKFXuBA3Yyg2wAQsZwVcih5BPrLm0hNLCQucR1uRoy6fHcImhKX7j7zYxhVxfHkVE/9cpryfcOebOMplG73QtDeZTMZWYnHUqRRPhQ70JqhOelkXWVMFjpHiZ5AvovtPSga9AbZXPYUJeIwkrbcNItOzsBqFQyesqErgkXjwFqAR0R6eQuCKFFV5ucV7xyBRuIvnLy8vdwkr4xB+Z+gOE3b1p1h4SJWmbMHnGlKFEkD7C73qTD7nWLIbzqFBj4nVBYtf0dOQpVCiVUF5eRqHRQAlh8hi9cymOv0uLTAIKX85/N4kuqYQU/j1OSKF90TGhRyXTZ0olqVRCccQUlSJTevicKbSMxBRUOsIJnQ7U9LmYYsM0tubL5KVBNvFaLZyDt1IJT1Naxp/4w08LV3pPREgBzKk9NiEliYiSxRNLaL8+AwSpoLbh6T60O9NnV7BG1qk+gLmuObboFCO2sI24PBhJXA6MD73mQKQI5/CtkyTRKab1fCMclP6SVq9IWocmrdDZvE0dPlfDsyKJkksFdkWpKMoQUEElQ0w3nXln1nXO8x9tykMpmvbTRHel0QOHKQrCq6wInX56cRGl41CYZv2j745BhrwJL/3bYFNK+yFnu4HwMcpAKKDI9BEgcK/o/yk6RUY/FBCmA4XOIZWPT2FgMsWYtsDf+WcWTcRLKqUH/ptM+6HvPALFJKbIKKJIeokLcTu6VCp2zeMqAzvEtCMsrURaRbECLYSCGM2Lg3ZJSeCSiWbUAgNhhTct0zyuJtaaxUBcpA0OHzanmNBxIOWoTXlhIbI/U7oPlybICed1UgCCiBfeTmR0Cjm4Upy0GCabGhdSyCTyH2m3wRN/qDegCYWpjtA+zrKnkNMgA1RHXCB1IZ21ZhPh46z58aBJgklIIANEnnRpedk40KIoMJLmqGVR38hnUCIr+Dv/TUaj0HpchEktpABREcSUMkhzpVCESqvdO9A8HDMz0QgVk5DCG4mnmEKH25bSw6eh8EGOu23ONYkmtVpgIjeHfqtWgwAPV1QK319PQopLRLF5pibvp1AIltMcKrYLSkYDf590AvnXpm37fUNXHgbTYenUoc0oU9hG3Cyt0rA4lUF6lVk7aU71yF4k13ff35TRpVctLw7X5MLBxLQeHkWvAoupw/JN/eFMUJSKkk9UUMkQPt4lf4GWW0O05F0oqTzU6yi15+ege/40QwV9llEqPvAkGJ6+QO+d+9PcOeRGSixXdKk7kE9FN6yjaST0mSahpY7WlHRBAf9kDd1hLyOMhOD3sIMX93W8I4moUmXdSPWhWu1MdEruLMULVNi7fAQvRRxxCynaIYzbCOuHL+sqJy8fZ3UV2LQp/N4MJqblQQMyKoXeZdUuLU2LP+aCGNqWcsGLrDUJKdT6qgBqnVQfyljggpxrgkMAodpAK5gaH49QYccCzWYk1cSWjsXlIWNUCgk15NxS+5BqovQWCc/RE9cpeL8T1FVZjFHWEBVWpBAme4Lw3OECJP9fG9xvXV0FpjYJtY7Se0jY49EphoEQF1WKAP5tZqYjpNQQ9BT8TC8DwNOfjuL/+39dQglgT//h3ztiSpyQQr+lFVLo92IRi0cfHagJjUbw3s7D218qhYKLS0jhv/G+ySKmyPQsW3RKkrGpqRnzc1b2u9VqEJly+PCj2Lx5DpUKACyiWJzpRK+4Dr/xyT1cSHGl9fjM4hnnpfLfCwUs8sd1cnFF/ofrlrILceLZ0n34d1v0iokkAppM63L1CbKvdl53eWOU+M6PIvERU+i9n94r0DlfZZSRDdf8Kb1Ep4w1Yxat8P+39/bxclX1vf/nnDlPSchJCAkklPBcIShUxZIGbQUTSZRXlZaLxYsPWIRbC1qVVuH+VERUtKTawotqva8Icit6faLW3haNInqvReCiuQLFXENBKCQgxOQkOck5J3Pm98ec78x3vrMe98PM3jPf9+s1r3Nmz95rr+962mt99netlVWxlOG4NArrPaVy3klMU386UWcLhu7yU1xUUMmQQw55EkND9bfes7PNuW4TE/UXWAcP1sfd+/YBQ1P76t4ou3fXTzhwoH5BrVb/DA8DCxbUL1qyBNUDBzCD+pCVPlX2oTVW5P43NpqrI7RO82l56zsw0Nx9glYNHBycGymN1eNPg4CZGWByEtMYwe7ddbP2zZlIU8rpzeSBA8D4eD2NJieBWu0g6p4q0wCm5iyZmbNsP1onW0gLq+w6Ek4m0SqmVADMw8DAaMOcsbF6fCi5JyfrJtL3mZl6/HctQN2IXbvqf/fvb+bV7GxzEL9gQT06Y2OoHTjQiBXlDf1PH26JHKzX0JQcTKIK5R/55AzxfKKHC73V27+/XghnZ+uZcOBA3Xtjzx4cHBzB/v110yYn6z9NTjZPpV1ca7WmGz69SK8X1YOoD2m5kEL/055TXD7iOzGRFdSxnMDYWAVjY/Wk5NPFKE+oPvFiODlZ/ztvHjA0O13PI1r8hSrbgTmBrlJpNYrSacGCVsPIgrlzKH/IkuqcBQMAKlSw+TyG4eHmwJY8VKhwTU3VE3dysn7v559v1p+5CrNvXzPqk5N1k6amWpsIyg9ycKhU6r+PjPDzeMtA2J6clBd1j7CBgUqLWTSmp91ZarXm2juTk80ZKtPT9fsfckg9WZ+bN9fWcYPIGBqAkmvC2Nzi02Qc7XozZ1C1VkMFwKpaDb9Cs7Yv+OUvsfeYY7AQwMzkJObNn4+B4483WkmCCl8YenAuTwcAYGCgnt9cGKH/+bwUoJ4glEg83nweC7ePlxE6n8KYmsLEgQN1m+f+HrtgAR6f81j8Jc94WqT2wIHmvQ4caHXxoMZ2qC6u0dIes7PNpT4OHGg2E1xMofOA5rl0HGh+t0HJMzxcb354ctHv09PPzDngLMHMzM45YWUCS5eO4+DByUb7zDUG2gFodhYYxCymZ5igQpHj3gzSZUoawEek1Ohx5HcJi9y+ahUD1Som9uwBKhVs37278dszExNAtYpfPvdc63W8XNF3X9kCWvKTos7zKTY5eBKEwvOYm8KrDX2nYk/XWU2zFVRuFPcwkoWWG2EquC7kzkxUeKXBvBBzw/hbM260NHjOWJOpFA1uKs87nq/8Gm52iKkcngcm88gc/q6PrnOY156XQDNPpIGuesoTxoY0miLODSPj9u1rNTBJ/gHOdtVWVMlEmSREHnlIv0szXflIx415SRH11U06zv/aDLPlrWmnNJ63lkZnUj1UlC6hgkqGLFjwAixadAgWLQIWL647BBx2WOvfxYvr/w/vn6iPZOnz/PPAc881110YGKh/qPE6cAAztVpDaqAPF1joPXQIFbRO9+FveSuYG6jTSGp8vD46Wry4+eHGMCMPYAzPP183Z8+e5l/SXmhAPDtbD3J2tt5vqdWmURdPplEfpJNIYrJMDgppMEjrptDAkK/RMQ+VykhjwE6fQw5pNWvxYmDp0vrxpUuBQxfX6vnz3HN1IYL+klvHc881n0jk6j0zg9mDB1FFU26YmbOGJmFIUeWg+E5CCvfl4KvBtPjkUD4tWFAfwC9c2Pzw/JKFceFC/HrXQItexPNsbKx+fHq6/ndqqvkA3r+/fk4938gyoFXWI08VsLzgGw1TaRvE0NBQi66xcGE9ecmbaeHCZl5x88jcww4DhjHTEItaDKLve/e2rrRLU0/oGHWkLG+xZ2utYt4gKUw2bwEy4pBD6n8XL256sFDkpUELF2Jiz0Aj2pTOlP7cDKpL09PNdV/JjIEBXq+otPF6I1sKqj+DGBgYanSwyDQqWqOjrWZIk8icQw5pfh+rGPJlcrJ5TAqWJARSvoyMNL7PHjyIZw49FCfMDXaGUJ/UdxDA5J49GF+4EDOTk5j/5JMNy+T7Kz5MbpvSA7R6lACtblL8u83zhJ8jvUeA1vJy4AD2jY9jYk6dmj89je0DAy2C0snLl7eGz1025EK47DfySjEtOMs9VfjAjU//sc2aCUF6LnCnnnqVewYrVhzLzp+PwcFJ7N07gfHxcdRqAy36AnmsDFVq9QjV0O6FwiMcYoTJc4WI7JQPAHUxZXgY86tV7K5WsWT+fCw5/HA8/uyzOPnoo5sJYkoc+i4TjJ87NISZgwONqMu8kmanme3kgr8Q5kWa/2abGWdaq3l4qNY6CDMVWG4UN4hvo5xFwZWGSYNlQTa5Ucn8NKypNHNwINhUnm+m+slNjTHXVQz576Ymx2VeIz9dhdSWl9wAW36a4Ctcc2TeSQNNU9o97Spd48pDWf/yykNusisffd5+3ropjZHblZvqnK/BMRnOMXme8Pw1NToA9va4m5Z6qBQXFVQyhNZe5LNDOG3tgzxAaz5UKu27kxw82NjitSUINAfZAzB7qJjqiktMaayiwLdZ4X7avONngD+bTJdSOtGgsFKhBWot/odtEy9G0frWnWIsxRSybAQDAyMNc/j4h685a/K4njk4UF8HgjxR6C8trEnTF2iv4bl0G5ycBA4exBiaE5iApmcRTQkiq2hqkPTnaJUdmn/p+BAtNsBfI/HCZ8on1nPjaUHB8GUt6LnIlhtpYc+eEdRq9K6/Opf2fOldSlRpDUCDd7on/eXFTuaVhI5Vq8AwN5UHwKbPealUmg94KhA05YRf75t2QYWcVAgykKZj8MJnqUty4EKzBWh9Cz7Gr1abM5l4Udy/f2TOk4hW6wFaPb4Ogpcwyg+TefSdx8kFlZ+xhUPNQGhRHvrQHsuLFzeNpnSmiLBpXIOTkxisVDA0NARUq42YL/rlL7HvmGMwuWcPFi5ciKmVKxvxMDnXN0QU12s9igN/nUdKE50r33Ta3mxSWBQG/U8Je/Ag5s/M1K8ZGMASKicHDuCZahVHLFwYLKT4BmxJxJRQXJ17PkAjBxq6Vz3q8zE7O4np6QmMjdXjQ0k0NQVUD9Yw5XpVT1NsyBj+5pO7bEjD0rhqzDE8l2DzLSOkZyYmcMT4eDNuvsrjQOaJHD+4xhNpO86hYgpharOtXQc+wJbETsfKA9ucU5NBcpQaQc+NB/kzVULTQIFGO5g4HNP5hMwHW/45+rWxuKJLv42OpsvvFM1IelwGmn7neZ0UXSlZKTAqqGTI/PnPYmRkX2NMS97Z09PN3TrIM25odu61/+7d9QED/UAD5NFRYNGiZgd8eBgYG8NsrdaYWEETKriXSijTYINyNAfqjf8rleYbdv56Gmh2YqvVumFDQw0/xmmMNF46024ftCxApVJ/6UpukUuXNtdcrLufk2XTaPrgTKNVJuJW0vHpuZjTuh1TaEpNIwAGUKmMNMwhZw4+haFabXrNT0w0n+uTk8DQgTmXANrVhx4SfKRPeUWD5zmjZqvVtuk/gHlnH96NHzR8KuL7MM+n4eHm3/nzm6Nf5uGEvXubg465+TLTs0PYs6c5G4Nmn/CiuGBBc/x34EDTa2Rqqu68RDNqZmdpmgnQKg9V52Jf97EZGKh3WviYc2ysnnQ0u4yv0zk3xsTMTP03qk9kyshI/beRwYOtc5cOHGgaJFWB2dmm+EQ3JiXJNLdBuq3ygTOfysEH03whWq58kAfGwEC98FEcZ2eBffuwd3KwzQxy3KDpc1SXgOYsIjKJ8obqmhxbNvOI8gaNfJE6AJlD0+TIJLo31WUqYvv2tX6nKUuN6ViUeXRSrVaPNClC5J1BChLNH6JGgtYBIuFjbAyDCxYAU1NY+NRTmPyN38Dknj047Fe/appo6yTLEaFUA0yv7ej8kDea+/a1CyAzM80VWefy//lqtVkWh4aamTc6imMXLsTjzz2HZ6an27zgGs8Gus/QEA7ODrbkOdcRuLs5LxPyO9cXXLoD0OqBDTQXTKbjFObISLNNHRwEjj762DYNqi6ozsfBg5MYHm6ud9V8SzrbLOhAcyTC1ymJdc0wDQgSjHCeBzCfT2GjxBodxbGHHYbHf/Wr+tSfkLkVw8NNl07uhz842MhfMsOWx5Qs/Dx5jBOiIUkPfKlBumbFuDTJocHZZmMeYhSdI42RBVi22aHw6T687eAFWIqqJPxKoy0irKmeyjpKpmVRT03wbow0D2grekZ9WJpozE+KvDTSZJQpT00G+QQ12eZzocaUf9JgWx6y8315yM2j/02zmEz5mDQPuam+fDSZKc9p5CU3JrTR4d9tDQ//TWKa8kMG8d/FtK59fKqeonQQFVQyZP78ozFv3kKMjzfd3skVns2yqE9PqM7t3DA+Xp82QmuS7NrVHGjRwJeU3Tk//uqcqEKSQw31ATt5P4RA/gIjaEoPNCmjQmty1GrN0du8ec05Mty3nwybmyMzUxlrmeazYEHdJP7Gm/rE1C6T4FIf//IJMtNzfyEsk1MXSAoaE1bVJ8wMDIxi4cJWc2gnUtJC+KwLY17R1CwyaM69u/GwHRhoHcUyo6ps+s8sWmUG+isFFi6ikBTBRZVhoLl2Sq3WfCqOjdUTmkQwyjOax0Sq0lwezlTGWmZd0PQeOkYOOVNTrX+Bppn0NpnW0eBvt+veEWh4PgDmGRBcROFTfbiTB03voakmfMrP/PlzU0toBE9zZchdgxbJ4SvvTk42B/D0UCYliaAeC033ocE37zjbvAUo0twQcr+h71SX2Fya3XsGW6JP5vDZL7QMDC3hUqnUfx8ba5pKazbReTb3YqAZdeovUpJQJ0suEUOm2fJmZKSZR9a8GR9vzSeay0QeXzQ1iwrc8HD9GKX/nOvU9jl1Z8XOnZj/3HOYPOooPM88VBoGmpAT0EPWSjD1PG09Ve9iA/UyNX/untspE5lH07HHHdfqbWXx2Z6pDrZ5oLg876kcmDQIWUZMGoPN+8DkpSI1Kn5etQr8+tfb8Ru/sWLuUTMf+/c/X1/+iab48BEL0PzftmYGn99Px6RhSQZq3FDLse27djV/n3MrO3bZMr9QJ93AZNsCtOQxRZfymX+n/6WnkWmqQajZ0mTbTCV+riy20qy2HZpk4eVGyQJsc6eyTRkJxbaSMv9uK9Qmo0U+0oK0nayrLjNjTeTNj8nExo5N0ghppMkoX55yfN4RhMkbxWQc/W+qj5666DOP/nfpvtKkkHy05aHP1Kj66SqAJoN55E0egSbDTHlpe2ZLo4Wxe2idnB6FpndnHaaSHhVUMoTPMiB4+9wGdahp1Eony2kE1BLPdTAqU1MtO1/MAI3JMnwqiYuGeCL+r9Abexot0Rwmig/Fj4yTtqD9FJqmYDORb7oyOTmEanVobhoJyQfSf4N3hKtz59F0nyH2f6VlCgOffcFnXbioVlGf8kPG8B4FPYn4NCADFTb9h2JOsTZNxKDfuJBCeURa/ADQHJTXX+024yQ/3Ejx4BquzKJSGWwEUa02x/v8OWkbP1QqzQE+FdF583incKgxVYWSzuQiLnUG0iD4w56WF5J1rA3b1jRU2KggUn7RwB1ofVrxtJLHbEIKGcRFFV5e6FxukAdK28nJ1uaA8ojD9SMyibzkyFxT30bmj+w482jbNiPhfSnSgGnW4thC1pbJSPBjlUozD6hw0f8UGBk/NYUlc2LLzkMOwfalS7Fi3z7Mf/75sB6H9EwhQylB6DtvxGXPc27tk5YRBtD61oz+J/WLzmOd9e0HDtQH+GNjWMLb3NDB2XR3B2e+QZn8zsvW4sVLMDICPP/8dgwPA7/xGyswNjqv1bNkerrpyVRXapsuoDTwlqs/muYtkaFp1kzh7jaM7XP3WyJ3EcsJWfdNVSorXGKKDd8sjAauyGZhCJ9bFnou4B/Qmc4JnI7Ai2fo+VkRMgspJBlSIad/ULtOf0MwPaf5cbpPElIaHTO7hZ/rMj9m9pitv5YbWUznUZSSo4JKhvCOI/V7vY2gvIgP0vlbG6Gi0yCdO8WNwrwHjglaXYQG6wMQYgqNqmgQSr/JwarHNG4WF1JI2KCBYquoAlSro2iuAUpWUCfWJBu1eqWQmMKXrpA6A8WNm2p9/vLI0/opXOhiIpcxLVh+zQKNbZTJCi6wNC1o/dvY8pXcbMgwElXkiNfXmZgb+ZIeJM2TYpcNmgfMB2dSYHGt/UZRJTGF54dNJ2qkq60Yjoy0KxB89VZSHUyiCqUN77BJ9UJWdDn4pd+kImQzxJBXIyOtohaZwsuqqcxKUYXGokBrEeUiixRSZP6Y0t2U9nw8yz8HpgcxxtPDVrC4Gw6lGS22RMeBtvxZMjuLndxbJcTt1ySeyN+4ax03XL7RlAvOULiy8ZHnjo5i+969wPAwlixa1J4BDiGFRBRKb5OQYnpRmIWQEvMS3yamyPV7ly1bgj17duJXzz6NFYcfbl7Bkddl0+IvJqNNIop8oxoKiWiC7XPeLkvo7QFVXhIIeeUlW1ydA0PlMm21K6PiGtMkddiIxdc+G80OzYeYyMvRqbyxKyzfoJz/LsPl9dYDb98leeSTKaqA+R1ZboSIJtSpoHNdA3b+nHblm2zv+TETtjcHkZApdDv+TsaVDKECisuEGBHGeYMYkatabTXaFCn5m7xHRwpiOdFFaYuLCioZwse08u0uFxSM8NHT/v31AQcf/HF/QbofucfPbSdKGw23nMP+5xIELUg7iLmpI3xwTgMe05tSbhA3nMJlHg/SM4X6GdITAmgfz9aFFhJVKObcGmlpu1cKjzofzwLOtUAb9yedZGwhGwBTx1h6EZncBXhajYygMjdvozqnFFH32CSwSCGlwnciIUPIrUMO1Lnrjc2do2Vru8HGS1duns0kaR45DlBwtIYHH8/IWQo8aYBWMYXPjOHm2AZqLZHhyEEMzz+KFClH0q2DG0TIToBvhMjdbORA3BVvw88yCO6lQhrEwYPN9oWLKnSMTCWzZH/RJaaYPKJtcB2YBJ1KBajMH8awyYtLtm284FBFJUOo49XqBlX3VpnrcO885JCGsOKEvEUoUeQesHRMzrPnec0XgebTx0ZG2qeR0TQloDnvca7zuWThQrs3CsVJCCl8MOYSUkweKjY9IelLfJeYIsuOy8Rlhy0GqlVsf+qp5rQeOb2HH/ftFSz/cqMTLD7bNq9/zuAlAwOt7Y1NVElJEk+FtN4NoWMbm3mmcakxTF5AOXm9+Q7JD5P3mum7LZFsbb4gywGNbSybpvglujZmIB4Cf5DZ7ueKi4+IQbxJ3OTBxJod6qXiCyPP8xuYxA9bhLMuAxwpoClKl1FBJUPGx3+NefNmGo4c5GExM9NcsLFWm+trVar1gzMzzY4hrbtBg4FDDmmuGzA0VP8+zXrT9PfAgcakmNAu4jSa63SgUmmuBkr3Hxysr78xNtY6/YcWUKCFGWihBjJ0/nzsmxxoWeSU6zVTU/VgZmeb4w6+5uTsbP0vMw1N8YRbJ31xpkAyhDSH7k0La9ISBXRseLi5bM3MTGtnpFYDqgfnfqBFRCi/KpV6utCqtpR2fCFNMoKuoxVcWeefrJIW0XSflgFfpdKaT5RX9D8pErSC6OBg68Kn/K3P3BvgKiqN8snNo1sCzfEgDYTGxurJMTtbN3XOlIZppjELH7/KsStFlUSVsbFmsaTxLI1Zp6Zax1H0IntkuNZMY1rNlQyiCNAiqHyxkJGR+rm0GAyPtG3lOJ4PFDZXjciI4eGmIkRTFGiEwQsbGTE8jOmZgTYTKA8qlWa0af1hCpaKHuXJgQP1ZUr4Qng2k+SyIPQ/L3q8qNHgmJJSrq9LebRrV910Wli3JY/IOKpLlBcHDzYNoN9ooecFC+oeKRMT9YBJSWACy5LQgTKdRw21HCzTrhMjI811dXi5oXO4UmCaBiZVKtPvJpWhUsHOiQlUZwfa9IJQjYH/RsWM/5X/h0Dn0wwcWpO8Uqnfm9bvoXjwHcl51Zk3b0kjCRpz9afrEV0yb15zlEE34gIa0AyQKgjtIU6YpvzEuOGYkGoSL2vSE2VOVNnJKxpVKBLXKpXW9okSh/7S24jBQWc5AMzLzNBxbrpcOsY33pHVaXi49Y374GDrfcnEmZlWk2jR98ZCmIO15g2kMbyAS4P5Ndwg7qVEJFEqqLzxsHnhpmcorYfEC7g0mv+dy0Nuiq8um0wNMbMmOhO+DXRM67CT2VwHpuIqnw1t+SqFziSFVeYrQW2xyyBqlCjSJsOov83zkOLiKriefLSZZzKNm5ek2LqKqjRXmmpqduhcZx2VhnODuSG2BoiwNUQmA2zw9nQujL26KK3SJVRQyRC5rmG0eEpPPd5plyILQZ23uYVQB+cG6gOGYE00Bus0OqLVJvlgnb6bppF43CFpzED/A81gZ2frf6kTQWu5As1xLcA7GPUAqlWeoLIXWGnrw/AHBXcoMS0eztV62f+uzg7UfWMoParV+l+ePzSKkHCDKBFokDh3g8G6ke035wbR/XnhonJCeUijYZ43fM0Gi4GV4bofDB/0UP7YsplMovVTgGZ+8ZcSpkG7dAggM2xiCn3nU4EoK+h7W12jzKe84cbQQG1kpBlpUiPkWzDKL26kT0iR85t4ffa5RllMoPTkY3xa2Jmizs2gtOXHeR+FpmXRMZeQQqZwYcs08480Yb6xEh8T1fNpABXKXBP0Np/qEimv1Knlg2c534ULLKHwfCNsbjq8bnEhBHALJaEiighnpjqI+QsOw69+tbOtL8s77L6xSIiIYkqykGIqywFfg5eHI9vjQw81iCn8JYHL9YafS5GPXYk1yVtTKn9UJqSCQPcQr/OXDA5iZxJvGBk2Q0Y/afBpcJUPuftTFLG78kh86oHvWvm/NNT1nTeeFlxFL63peRLdn7UFElr3SKCyXWPLZ1ff1FcwUxXc9qjy79SVoNvIvObmxBZhk8kmh8tCE1M2+pgDB8xjmLRhKulRQSVTDgWwsGU3Gz59YcECsesFdahppEKDBL7oHb1qIM+UqalWLxXaT5W8JywNUlW8smisl0JzA+QAoFptvs2nLTqB5mtyekVO011om4+FCzF/wSB27Wreix4O1WpzaQugHiz1k2k3Yv6dTJMvJmW/WI5T+JiVTDp4sPk2n+/0Q/Ej0ywmYRgzc/u/DrU/dGkkOTTU3O6GIscHBNJIoH0rT/k0loM4btTAQDOf+NwKHj/KQzoujZsrnPMXDDY2VqFBEXlZDQ01XwrVaq2DcL4hDp/bKc2j8zl0LdUV/uKfjpH5NBuNz3LiO8zMnz+XR9Vq06NLvr0gTyJKV/mGmlyUKHI8L/ibb8prUjX4Gy05suFGkPdQpdKsc3IV3pERHJgebJhAa+hSndm/vymO8LSnakrRp3pDxc/3sp5M5ON6oPkylufHgQPN5ZQoDGpeeN3ixY5MJJOHMdO6ow8ZSYNlWv+GXqfxhqNabW7x5BpIhyKN5j1QW4Mi5625RBQK2yakyLVRqsDUZNOM4eElGBiopy3X+Qj63ySihGoJVNylQGbqjPPk4J12Pi3Ppx15xRTXbiAm4UXmv8/w2GkkcvoO0Cqs0GCACeU88ZZQ2+tKIEpcS7mQyTA9XW8LeFJxpx0+PiE9eWqqmWd8oOdClgFZTWQRp+Si32yaoXUHkdBti2RB5oZIF41QpAHSQPpuMzpAJCUzuHYfsoi0NNNlIj/fNl3HlFfSTPprM5N/D8pXwL8VjjSAGy2hwkxh2dZNIWx5SMdMBVcmgqM+hpiXttia2mTe5fPlY4ypxl246LurngL+PDURImiZ5pwyo4eT1n1FSYkKKhnCB4RAa703PtR4y8g75tQZ46/kaUES3iLybUVNizyyzmRbG8zXS+GdOr6KK198xLQWh6llr1ZBa3LwZWHofxJVqtXWNTrIDLlW6P79rWq9bbcSMl+aQ6ZSMtJvZJJMEhPVKjBcgXlUQA8ZWslVGiAjyjvfZBBFHGhVIEwDOR5Ryi8a9HHD+HcbjcUtKqB1b+gyyivKFxkM39SIkmDevHazeBExrZVLv3Mz+Bq7cmzKn5+m4tcG5RH/zgdEvCMg6xAfjPFIuzwYTIaaRh78rwHKC/4SnKJLswBs0eeddaBZLGU/hxdDGTV+LKTqyyLO+1D04e0AKnPrqZjqihR5+XZBXFThqx9TAtgGyqbOnGnwZBMvKXFcIkkSRUGIKNw0n6YA2J005G++pOC/BdUrBq8GMaYHiSkmIYUbbBt9unb48SWCCTlgI2FFiioUFzpOhT4Ej9cnN4sI8TSyhZU3pnJkbPJCIiMbmJhIhJ5virCrMnBjbHnM2wQDMbpe3osJJyHxOhxZY4qITUwx4crn2AbRgyyS/LtcSyVJ2L7jHTTVjW2xH8WJLkpbXFRQyRA+rSSqYbIJK7TThWl0S4N4vpUHQf9btvFtRJYG7PSqn99bjl75AF3+5jGLp4kUNngUbaIKf3Nu0h3ouBwDSZPky2YZNxMNAUcKKFz4ov9tBpi25ZUjWalEcEMA8+sGuXJrYL64IOconm5A69bI/Nj8+c3zuRnyu4ySHIDZxBQpgtG11H9yduhGRpq7wnD1geoP5R/vxfC6JFfltS1KS/eSg3GegCbvB4sBpvLJ/+dFTkaffuOiCi9uUlwhs2zOGYRpEVEf1ERRkZfJMjxSMSuo/CJuJClJroGzdGfzIUUVWUhNAgmdzxNDtp0eEQWAcYHZUBFFNhc2DcFVfE3wckXX2+qtFNpikiCxmBIjpLgElJhFCnhCSGHF5q1iw/e7Sb00BCG/u5aO8QlsEqkBJRHZMqETqg9ha/gIW/sdMVK1LWRqKopZjTND22obAY+rfKB2nh5mpg5FDKY3BR0kT+3AVVx9pE4K/raTd0TyIm2BVpQcUUElB+Rg0NhoSYWAj5Lk61wKhEacvIckR0fVqvtNFzV+3OvEJKaY1IdAbJ1sevnMzSRdgDBpEibNwdTh941xyCz6zZVM5HFB/1cqg2g4I5pGtnxU6hJVqKPA3QS4cabRixRJ6DgfsUjVSCaAqydUrWJ4pILR0cGGAwDX8bgWQWZxUwGzFxEvpr4Bu6s48jEGr09kpvEZK907TKMCqT7YOgMmgUUOxOXaGvwe8lyZEJxqFbT/E4lblBe87lAdkNEngQtoFVUof0xeRLz+mXSFGHjYdC9KfjnurVQG655fsq7wi1wCJBnIA46NuMd9uPHd5A8tv4e6/FtEFEo3rh1wU02akcurOnbJkEqlXR+wVR2O5yV82z0yEVNM8yFsiQS0j1ptdV22k3IF3hixJI0SIV9cCLi3Pb9dWpKOh2zjHNMz1mhS0tFmkutiCmvIcZPybMGWR53UjrImE32CCyeuxPD9HhspU8FNaJDsQvj0BS6ycLOS6hJdET1N2PIoNO/SoB4vShdRQSVDPM9SOyMjTVd2gg/a+eiWoME5XUfKg2ywZMtsUh9srxbldB9+HhA0ZUFGnb8BpVvwaTxkGtck+G240CG9H6SQQveT+lCohwOfYdUSsDRMqkKA3dWGh8WNoMGADMc0uKOIc5GNDOVznmT+mEY+LBG5eTyPgFYTyIGAB0EDfNLzTFO0TDMr6L624kh5zaf/8GTwdiLkiVTg5NQfm6jC9yImgwiTV4ppOpBMd1uk5wTS4cpsQ9wy5QVvEvil0tGGD4ar1ebvJnFFRksOhGT+8Ppke6neLqA0m7pm1TCIKrwwSWGFT/mRa6jw9Dch20Zb3eLh2AQU+j9URKk210WJFVFMU3ls3gcmM02dc1MyhY7/pWbIj/u8Uxo3ykJMsQkpdA+fiGIq/PIcMpTWTaJEki88DIvRWhMvcuTD192QeSu/J/FOMZWPmJlKmZH3YCsk3UO9U2Rey7BbCnwrtqXuYmYrhgy4k85wyQxffqZRDmLKSoG8GrLWFHx11FVkc0en9OTC1FT2i9JqNmWDCioZYtIcnNimkPBAXIN2ak3562tZM/i6ECYFgk/joTD5wJz3ik335nieFDbTALeowjuDvukKpjES14foGP/ryivq51erc1MUKOJyXowUvACzqMITQxrPe7++QR7QLqbI6T8yUVxUq7B5RvC3KFyPIEzrp3BxRZotzaHjJm2PXyM1C359/a2338w2I0xPElt6SXHF5JUihRMZVmCvhguOMi/4yzzpSQC0z/6jc3g+SXHFJKDI+EgxxQY5ztH/dB2NiaWoMjo6iLERNOsAP1kKK9xQahB4A+FaR0Vi8hgyKXY2TxWTWuARUSiaMSKKaUFD3xIh8jcO6QGm5JD6gEtkcT3nTMlTqYh6mlZMcS0gQ6syhySI/I0bzKf4mCqKC1e76/NqciC9U6QzToiYkqdnfkhXobHYpY+kEZXzIGOxdQ5cwrjNHcdyf5NppnxMQujgWT62kmhHXcGlTISqwjHkpEZk7aVCYfqwvdwyXp9WAcpaRVKUgqKCSobIBapNTgJGbEoD9WZJFOFzYGiuBXfx4HNNAXcjJkeuvDMnFziVb11dVJvTR1y6A42FgKYpLlGFW2OcYQAAit1JREFUdw4pCjwMm5BC/3PvFDKRXxf8fJUiE88n0wiDLzRC1/MRLT8mE8E0SOdPPymmmEYwph4SIQUC1E+XnhH00JeOHKbBvG1xWm6OKTp8LWT63WQKL6LGsEwCCRnlemPCjSP43DITUuFxKXS+wZKcIwN7XlSrrVN/uFncUY3Snv5yYQVoFVdsphGmqu8yh+7PvcmoDJGoQn/r8ZkTVcgIn7BCmKb9uNaOshlqGkHYBBT6LlQ/k4gCuPUCMsEkopgGxqZBsWzmYxaYk9pBEq8E06OE/9YqpjAxJK2YwhsZLqTIYxzfqziqWDKBeOJQOczLjcPk3STKCEVDrp1iE1M4eS9zEEzWg6y0AzdXXtoauxD1CIhaP8VFFkmWhyDSFSeQJPntMt6lMqTAFM00RTXkec2PFUIAs6FeLNHoorTFRQWVjLENPBwvKuwnU2+Ubx3KR7LVav032xt3eUPZUTS9JQNap/jI9ThM4QZgcsDhepFLVLE5cgDmOf/cBKB9HGSb7mMzi8Zz9XVU2CsEk1pE+UCjXqBpnFxDRboLyEjwh3qIy4BtxGsSZjhsqkm1OtgIkvQWHjWTqMKnPkvxy7T5FO988SLlElNM+SrDaoOfyHswsi7JqT+ET1wxpat0lwoRISXVKshbiKfPyEhzXdYQMyh6vvVtTNjeSkrvFN94kgspdD/6n69lR6JKfV2V2dZISGGlkUZoTdtYo0zG8e+mfUHp94rYOjPQE8UkopgEE58DBtDupRALX2aIzCKNIEknXD5KeHIa101xiSk0tcsntADNsHhC+MqCaYTDz+fPWP67yUuFiaBt5CC4mNZOMU35Mh2LKScmDSkpwdcWQe1xCeOm44FKs8wnG3mOL5PmobwuQ73Bj2vQ7Xoe0LU+CqQ48G5KkqbDZ26BTI2nkK5SitJEBZUMCdUcmgsyVlp7n7wjKb0f+FtYPoLiaw7wvWwBvwTu6gGTdwrFhXB5PBigYOVWr/QhM1yiChG7oKZpPGTSHlymVKui88BFLumlIhca4QvAVKtNA/lNTeKKxNZJkGKKVCFsxjkMlnoOpbdtwC6nlFAYUlyx3Zr3XbnYJcWUWA8Jq3G+aT7cGH4DW+/G1PmOiZjJjWNO3AIGjS/MXR5DtjyiPHGJK66oc3EmVKfzmc2TlESVur1zwspIpVWY5L1N7nbDFQzArOKZMDUU8jeh6Pm2OKaoxYooJlHF5HjBTecm07UUZRemMatpzVXTsiA2sVOeJzWoRmSlGOKayhPitcITxzRPit/bRYjxSZFinGu6j8M7RUY3dEZTqJhiG5NKskyaqNf0eSkNvpGr6VnqUxgcQropL32U4SW+0dw0EeftfRbndnkAbut6pHXSyEIky8PRTlEAYOfOnXjnO9+Jb33rWxgcHMT555+Pv/mbv8EhhxxiPP/xxx/HcccdZ/ztK1/5Ci644ILG91tvvRWf+tSn8P/+3//D+Pg4LrjgAtx888252BGCCio54NIc+PjJCB+w896qHODxERS1hnKVSTrPhG0tADKAjicZ0VarqFQGW/oh8v9KpVVzMJnHZ75IM0ym2sZHpugbO/zCJB4+9eeHKw6DAPvqrSSa0ECAj2x5Z4A/WX2KvEtMMXXiTWFyA+fC5w94Cto3YJdB+14oSRO5CXScJyuZK7W/NhskpOaZImIyjPLCpBLJe6QVU2S8+etgANxLhWubpjVseFmnQRj9L3UIk7jiw7dcjCm/OCYvFZOoQs2eUVgx7bLUkl7wjxpdbmmy4a4wL5TpdrEjrSdKqIhi8k5x6QWuzjn3FOTpH7I8iG8QLR0dgfr3hncKRVQqULHTfHxTfEyLhtjIwg0j9JqUAzo5QwpoTRb+nTCJKTHaUpazmoJFmKz8z0MWorC1ByHeKSHTfSrm7ZJltGziWIzelBZD89dC4Oym7hFbv3KcpxSjBWV5LQ+DE2tqbtpTFsa54C9YepSyTfm56KKLsH37dmzevBkzMzN429vehssuuwy333678fyVK1di+/btLcc+97nP4YYbbsBrXvOaxrFPfepT+Ku/+ivccMMNWL16Nfbt24fHH388P0MCUEElQ/igPfrtrWmQzr0f+JQSwiSqSEzKA93D5dIuvVNscrZsqclrhp3q2/qVB8PHvlyTMM2O4QNC10tmbpJtJ2jXA4fi3/AsAssPuinvyXJRxTby5SNbabAJmb+mLVZMLh22BKEwONUqaBBPt6RZTSFTS3jRlHoEP8bh9cUmpvhmzbQM2ExIkVK+EuLH+GjCJaxIo0xiY+x0HzF64V4qlM58GhYVQdIZXN4qZIJt8WAfrnbN11mT41SKq0lUoXtQVtXDF1OBgNYtlk0Rlfim+8z95dN4YHCoSLo7T4yI4pq1EqKXu5ypml5A7aIKJ0RbsGntbWK19DyRU33onCRiii2xTIXaNrhOqhrI56Cr7ZXnRXqnSA2KTJRlw2R+jJjSFXyv5/OIdGh+29QF+bvt+xwmE/LY9tqFTSDJcvDsXWw47TzFGHIUTNJgeuYm9VKJeQ4TmQphnRIvCpqXvcbExETL99HRUYymSPtHHnkEd955J+6//3687GUvAwDcdNNNeO1rX4uNGzfiyCOPbLumUqlg+fLlLcfuuOMOvOENb2h4tfz617/GBz7wAXzrW9/C2rVrG+eddtppieOaBSqoZEiiBxP1bk2qA/dSoRvIty5SVDG9lTG9ijZN8eH34MpDgjfwIVu/UtB84GfTjIDmeSaNyOatL7E5c0TBX/1z1YEbYxJVuPuAHNmaXAZsr4ylCsHDbxnJIHpgT+uo8CjwKEkz+f+2KVkmpwKKvjTJJqa4xh/ByJ6MqT7xc1zCiq1OmCIU24Nh7hzDFYCLXFw4lE5QtilAZJI0wSSE2bDpciY9yfX85QN1l6jC79m0ry6scIZHAgY0lkJiEk8a32H2QqH/Y0QU0/dYXUDmUZJ+LNUbKarEIpsYHjaVT6qbjV19pCBiU6NcYgonSaKF4EuU2MUjYh40TExxwcsO0CrU0Xd+rjwWgikZYspLqP7gjEBe+KZv+vC9mLA8mMowbUfic5INSrKiqXih+Rzx3A59MZH2mlhi2vdC1E3Fy9QUMDCQfZhA3TuEc8011+DDH/5w4nDvueceLF68uCGmAMC6deswODiIe++9F3/wB3/gDeOBBx7Ali1bWqbybN68GbOzs3jqqaewatUq7NmzB2eeeSb+6q/+qs2GTqKCSg64BvRtJ1Lj5FMd+NwYl6gC2BUHfo3JJYCOm86RBpmMM8xncplC/WebDsGDpd9k31lsjNISNfnWNMlCamQS/a3ff279GzKGRvkuY+Rx/jpReq3YMLkn28QU2xtSfq3jJx5dOYiXQfCBuqkY0TUWj+gGsZ4pqXB5qXAhhUeSqxL8OtP/EtNvrrkvlujK03xeQ1zDo/9DFg62ObXRPUxm+ZKCT/uRjkAuJwEprPA4VMXgUwouJJbIeLT8jlYPFHlcepXI72lEFJ8WkMVbbKq/lMZcVOHHOVIHsDld2LxTALEQLd2IGyRFEzJQJjRBCZaHmGJKBJ5INmIbKJc6zLB5p5jKI4+uyXx5jgmXmVlO+7GS1yDN1O/xYZv7kmC6j0SaKb/nJbokKaaJKeKAO60SmJCQWWe2aPiS0dY1jxEzg/vEeeapzz1HvVM6xpNPPonx8fHG9zTeKQCwY8cOHH744S3HhoaGsGTJEuzYsSMojE2bNmHVqlU488wzG8f+/d//HbOzs/j4xz+Ov/mbv8GiRYvwgQ98AK9+9avxs5/9DCNdmo+ogkqGDA7Gv7FtOdmlOkiXDpuowpGNFBda5OAbaFUdbC4D0jgTc6MlHiyfqsDNtekQlUpz+o9cSJPOcQ36CKpXrnVb5bkmc+SOGI0nHgUq52L4RBVphPRacRlFcCNMYkroqMiBqT9qWnaEokOm8MGya9aRNCWk75oKk1jCjbQZIa91vaoLeQj5XvcavFR8ogqPNg3IuCcLL2omcSUUW1Ngak7kOYDZS4ULE678pt9o7W5TPCSmcTlhElD495CpOnwsL7+7PFF8IorJ08AHOTkSlUr7tEgpZsWOIWRdtXmnNG5g80KRv5uMlJ4tXJCxiSlZYXqY0/eQ6T6m9pcTOdXHJqaYhDsiREyRv5lEzxDkubbBmndaCOEq9EnyOuELBut5rmfAHFmsn5KF45XEJIwC5mTw5avxcVdEUaXghEz7ye0Fk4HgetptOpkoPc74+HiLoGLjqquuwic/+UnnOY888kjq+Ozfvx+33347PvjBD7Ycn52dxczMDG688Uacc845AIAvfelLWL58Ob7//e9j/fr1qe+dBBVUciBkAFitsgVO5cW0JQ4fsPMeuE1UAcwLWXB4GHLkI7fw8HUkfQbODQLJiYNHy+RwI9+0A+3riZrEFY5pqREedZNJMZ4QNABs5J000KcQhYxsTdNKTEgFQuZnhvDBGN2aTJR6A4+2qYNgm4olr+fFTb7QjcKmAvHvdA4ZY1KMpKHyf2lcbER5J3RkJEpUAex1iL/tsokr8vY2XIIY/9211ooczEtHgBBhxYbJM4qweXvYRBQ6JgUS0/EQbxRXeCadwDbQslGpxHsTxIwjTQ6L/LvRO4UiLudPmabxSO8U0zmA2bVH/h6Lb0EJk4ujS7D2/SZX7g0QU4gQMcUlpERouamxlkVbvvrIY6DuaqRMDzVOgLpginIn18105XVo/fc55HjD8S3kY6rHafI6tgB36Y02fzbbfksqarqKbmk0CPVOaaMIi9JeeeWVuPjii53nHH/88Vi+fDmeffZZca+D2LlzZ9s6KSa+9rWvYXJyEm95y1tajq9YsQIAcMoppzSOLVu2DEuXLsUTTzwRaEX2qKCSMQEvLcxQg85bUD5glwNAqUaYWmZTB8U0WpVeKXTc9XbNBosDrcdBtzJ5qYSIKjFvZkxvxWwvFGOgBoemR8xUB+uDXC56ET5jTN4QHNvCtBKpBslBQUrvFGkOBc3zUL5VkW+/XcXG9fB3aRb8PCdSBeIBSuHE5IUi88f1Wj/mwS+vpzIh84ZGSwGiCmD2VpFmyHVubB4qSaYGpNXzZBZIYaVS8T/4Tb/bmkXbG2CXN4o8bhNSbJvP+LxRfOMOF1SseFEK6ZCb8svV9HPxM8g7BTBvT2PzTuHXAWbvFMA8dysrfN4pMUqUSUwxTPXxOetIvQlwiykmIUX+34mBlfUeMUpDXnNhkpBAXbDph6b/8ya0fU49lg3JszJ5sqSoLC7hhCP7UyG3zFJzKI1+URpFqDdZtmwZli1b5j1vzZo12LVrFx544AGcfvrpAIC77roLs7OzWL16tff6TZs24XWve13bvV7+8pcDALZu3YqjjjoKQH175ueeew7HHHNMrDmZ4V79rEDs3LkTF110EcbHx7F48WJccskl2Lt3r/P8d77znTjppJMwb948HH300XjXu96F3bt3t5w3MDDQ9vnyl7+cKI6mjqeLhjuo6a22nM7he+vFO2v0oeP8Q9fSGze+NTLgf1MXYiB7IvBTpJeKHDS7TJRm0m/cXK4L8Q+/h0zq2AeI7Ou3iRohxsybV/993rz69/nz67+RJ0vIh64JEVMk8g2pBWkWv0QKVHz8wYut/N+WLxQO/87vYRPKrNh6jTYPEik28d+4gb7fQuMBGAoTmgNHk3tCtYrhymxb1Z8/v3VKGxUrOY6TxUwWQ1m86Hz+cRVJqp+2ZHIhx8a88zk93RxTx3z2769/6Hr6Xq3WNeqpqfpfGsDK43Tt/v2tx/m58rypqWb20b3kfcjzgAZZPI48/lNTcR9KO0qzGOSGbxI5/o/2TqFImco8Py5HmSYPTNfIVM7nCnn1Zmo7+Xd6Vso2IsQ7hd/DJKbMXW+aGiKn+oSKKbw80DHbYM71WxJCmt0WfIPuLCInGyZOzMDM9NByfA+Z7sPptmbEn9Wu323fSzNFhNPhgXmnBAubWaZq0HHnHFPkTAkTm1ilUYP6h1WrVmHDhg249NJLcd999+FHP/oRrrjiClx44YWNHX6eeuopnHzyybjvvvtart22bRt++MMf4u1vf3tbuC94wQvw+te/Hn/2Z3+Gf/3Xf8VDDz2Et771rTj55JNx9tlnd8Q2E6XxUIndy/rpp5/G008/jY0bN+KUU07BL3/5S/zJn/wJnn76aXzta19rOfeWW27Bhg0bGt8XL16cKq6+gbqxjyA7X9wlwDVVgb9hN00BsmHzSjENyH2dRTKKj3rZq1EZfZt5/DeTcwefnUGETPvh96H/ffqHj3oeMi8VfmPfXsMmY6TXigtZVvgx05tVm1GOJ2ml0lpOZZ7xN5zS2YPf3vSG3PU8tRVHT3TdkTcdt0Wc5wc3gkcyxCc+tqMmvVRoIMin/szFQ3qq8GjTlDjKr9AZZnxh2jRjGJ+I4hqTSHg8KpU4kYBfa3NkMHmoJJ3+EzOtx+ZRIOMqfzORZDxgez7JvDG1h7ztjPZOAfvNJKAQIYmQ1+jTpeoSQgwJmupDWMQU6Z2SRkwhTMkm65Q8Tsd4k+MqY6bfQgfk1oh2ymtBRqhD0304tjYtqySQJpoE71AvUiDAZFdehoibeeR9h0WTEGxdlLRhJvmtkKg4YuXAgXKESXzxi1/EFVdcgbVr12JwcBDnn38+brzxxsbvMzMz2Lp1KybFwnif//zncdRRRzXWSJHcdttteM973oNzzz0Xg4ODeOUrX4k777wTw8PD+RnjoRSCSpK9rF/0ohfh61//euP7CSecgI997GN405vehIMHD2KIPRkWL14cNJ+LmJqawhTrudDe3fIFVhC8ZeV+2kC7/59troVpZAWY33LbhBR+LKvGrFrFcAWgnThk2phMsOkQPFoySUy4+kpSM0oNz48QUYVHyCas+AgRUuTIyfT62af+CfgaNqbZZqZZMr5OOY8KhZsYmc4UMFeEpPJTrbZP/ZEKEtBupCnySeACDYkqFB59F4IcF1UoCLmmMX03aXU2cUVGK4bQZLHVTRe2MuTqlMYIKUCYmMLPpf+7JabE4JoKaVqwW57Dj/N2kztcVCoZeKfwazmuwZh8htI9XV54pmkaNs8UU0LEiCncRSwHMcVWngmXd4rpvUgWz0TngrSmCPlWai0KCaf7cGLWKwhtg7MaoJu6gNEmh0Sk2/kb2ufpgBIh887UhbHhM8P1u62OtpjsekAVgRhFV+kKS5YssTo+AMCxxx6LWq3WdvzjH/84Pv7xj1uvGx8fx6ZNm7Bp06ZM4pkFpZjy49vLOpTdu3djfHy8RUwBgMsvvxxLly7FGWecgc9//vPGzOVcf/31WLRoUeOTZN/rtmkjEN/l4Jd3zugc2Xmj47xDaJruQ+HwsCgMGU6M6mDpKQS+qGu5tel3GU3XFARKMtN59FsofAq/7OTOVAfNHWhfR1waI+dh+D7yem6cK0GB5igoENczSxYhQhYliZxK4rqvXL8xCtNCkhQBnl78d1l/TL/x77ZIuabP+V4fU4EDzAtxVJvTf2QxmDevdRqQaWqPLHamJsI27cf2sdVDU1L58t4EDSr5x0YaMYWmTKQVU4i8PFNkfaPjQGvRk9N5TM0UD0c2H/I4D4vu0TiXe5+Q8THeKRzXoEsWHPlwsWGr03mLKVQZU4gpvFzyKWKAudz56khW2Oqw8xFjEtdsq0ZL4+RxeX4IoQ8S24sKV1iGsF0il+3/WHzRcOWHLzkCTLSTZEHavAiJePBewsUkNi9DrukIXLFXrFDXMMtPp5wCe51StBxZ7GX93HPP4brrrsNll13WcvwjH/kIXvWqV2H+/Pn4zne+gz/90z/F3r178a53vcsa1tVXX433vve9je8TExOJRJUWuIcD71iY3DhcniqEqbNhe7UgX0masE2ul3i2meA/2WbEmDxVuEmVittZQCLHzaa+c6YPFIo8YPZUAcydCNdvtnNtHT0pphBBryXMkAncS8UUjOltiy+fTAPBaOTNpZeJyaWG/pd1iZ8jvYeyLCymV8JUh+j+Q0OtnissQYcbl9a1cV6EaOzI80wuSguYPVR4EZTJaiMkWfLsK7nGV6YxWMhbfp+Y4roXDZDl7754+/Cls226nBRJeHgmgcR1HGjVZSsV8j5A66ifMA2gQ+AJF/NWm9d927QdwtRWmna8SyOmzJuX2jOFkiN0UWWOTHoyOYlHiqsMmY4763yoO03eyOepL1E8c19i10/xEZostrY6pOtnCovj0hna1k8pojdDjnS62Lr05FJgK6gxHfrY6xQlZ7oqqHRqL+uJiQmce+65OOWUU/DhD3+45Te+v/VLXvIS7Nu3DzfccINTUBkdHcWooQKb+lYu6u3JIIYhGhbTFrw0v8wnqjQj2frdNYAn5ODc1EiFNlxtg77BFjPkbX2iirx10kGI7U2uDD+Gxo4/FAiPPNAuqvCbmQyhXX5CXlPzvzxcOm4bXcljCaBnok1vCBG9Yvut0ZGjQOQ8JYoYn/vCyzwdB8zTCTip5iiheb/R0WY85HoqDlEFMAsrplmAgFlcAVpNs00D8kW/G5iqUKxXivzdNr2CCN3FR8bFtxOLC18/0lTdTc5odJ5pqo9NhOFNDR1vE2nk6N+0569UEUxuGElHJyZB1XQOYUs8uQBtAcQUmWR0jJKU/yVcZYvXV5eokuVx66KlnV6pVUYyVu0nPHNfTMWYi7DcbN/aNzH4BHBf3vHkcJnclmwucSxk+zWbq04Wc09DiOwPdVv7iz0vi25Kg25N2SqdcqT0E10VVDqxl/WePXuwYcMGLFy4EHfccYd3wZrVq1fjuuuuw9TUlFE0iYX3r6yEvALmgzufqCJ7SHSNK1zX94B5wqHI4FzONlKX4IORGGcOCo9HXXp98/9DzKNOrxyEtBliElW4MVmoRDIcW56a1IkQ76RApN5gK9a226R64PObyfQ3PfzpfCmqEDZhJTaSaTsAVJcDRBWgVVghUYSSQgooQKvWZPodCOs7he70nRUmLyjfebHhJoGLjCaBkbd3gLlZ5kVO4pvpYhJS+L18Ygr9L3eKov+5TsDDDPJOSZu4si6bMl6KoDKR6Dr5m2mKD/1fIjElT8cA02PFVH75ujptcOGMY1Ma+HX8r+m3rLG54kR875ajhun9icTk5Gq63mVi27UyL0x52cnBeMjz1/dMz7CPZMPU/Qh5B2oKJ+QYkcULxSBCxjghYbi+2471GDSUyDpMJT1dFVTy3st6YmIC69evx+joKP7xH/8RY2Nj3ntt2bIFhx56aCIxZTDNijR8IO6bF+MTVaSYIr/T/fi9JVIpyKAG+0yk28oZTFKbMAkroffn4fBjMeGYZjU1vFTkoJ4PwqklNLl1mFSikDS3PexNr6pNxy338T37aCAun5MuUSXrh4Dxzaq8IfdSoYvk1B9bvQHapwHx33zYBC8bNi8Vm6hC1xjCNwkr/DZcPOF5RsnEH7A2oaVTuPQwQnZA6XdTP84keriuM53PhSibNsfbCN4J4lXfVuRsyPLuquZSSKHjPjHF9791IVrunmPyTpGGhuDKQDKOY2s7fe2kbYoPnR8rpmSwAC1/3HdTTPENurj+JGl74cAxCW++/4msjDWVC1OEXdNmPdN9Qh0xJJ1wzpHY2h6XycHTfbr5EAHiOiCZunNkQ+g70RB8nr8teZpXvsWILC4jdbqPUhBKsYYK38v6s5/9LGZmZox7Wa9duxa33XYbzjjjDExMTOCcc87B5OQk/v7v/x4TExON3XiWLVuGSqWCb33rW3jmmWfwO7/zOxgbG8PmzZvx8Y9/HH/+53+eOK65120+qLOJKoRPXHF1OglbbyqkFRfTfkzziikoMoGbJc00DUhcyIG8zSvF9KbG5fZquk/jWlP+mEQVOicrlcgUWZ+YkqCw2hw+XOfEviSK7SDUxazZ9oGWyUtFjo5to2GZj0Cc0MUJedMpCRVV6HiAsGKKjs17Reah7IB14o0GF3wkXIyQY2u5DI7MYomtCFCY8hj/31eM6HcuVNnasTT1xFTFebsmhRR+jkkTsB2ne8hHjdMLxaQScIUgBLkfuK0zHqpGcSGFfrMlDIXrE1PmzWtVm1KKKVyfkt4qQLtISviSlUxyTdOLEfX4ce/uPqbIhcyDATrrnULYjI2c7hPilJGHKaF9HlO30DfDqQWXauR6WEh1sJMkUSK6RF9rBiXKp05w4ADg2Tclmj5b8ig3SiGoAPF7Wf/kJz9p7AB04okntoT12GOP4dhjj8Xw8DBuvvlmvOc970GtVsOJJ56IT33qU7j00ktTxTVx/adOmM9LxSeq8N8Imx+5S/b2eTO4Wnmj+0DzMm6iXGLENPgxzcDwCSum/rPPhNi8s3ZK5QjL9craJKzE4OrcuTxT+Pe5vzbRy0XMi4a0cP3AWvxMo1+bl5DLU8UnrIQQ0hPi9zEtbmASVTg8b73CCmATV+j2xLx5zWhIZJHL0oube35IpMhiE1Z8ooqtCHBMx0xeKqGiCr+G2xfzMtRUtXkYJiGFzpV6AJ0jRRM6ZjouN6sxbpMslQIXSXpy8lkXcx1g3jYsC6+UHMWUEK+ULNpg26Pe9NiwNW1GwY1jEt465Z0SWmZymO7jm9XUbWJNbkvKEBVJLiJlIu/OREp1IkkfKQ1JopulN0uu+DqPLvU29FxF6RClEVRi97I+66yzvNsfb9iwARs2bMgsjhxX3abxUXPsJKaLuAL1iSp0Ax6BUK8HV6TTzompVhuL08o34UCYqMKjYRJWfIQKKSaPFYIcBOZMEoM54SlhG9jbXllL0UUiOyiet2RtYgon51ceIZ4sWUDJ3PBS4ZjcC+RcJdNoGAgTViS2wpoFUlQBWr1VgHZhhaYPCYbRDEN6jtkWo/WNYUh8AfLrD8u5w1KHNNVh6XQks1gWAfmbPAa4y7ZtzWnbFKtQ5Jt/17RFk5BC17g0AaA5U8WlF9A9WrwO8l68o1p1by/mwuSNwn/jCUjG8+8ZiCmTk61CCpBMTEnqlZIU6aBqGmDzJJC0lRMOJQj/ToR4p6QlyXQfDzHTfYhOTNUK7fuYru2J6T6hmMRW+T8jz2Yvtvvg6r67inCAmU1i89HmFpoVPq96RekgpRFUykBIA8gH5E54Lxdo7YW7RBU5KLdN1Kd72LB5NPiukwYaVm7lupDJecAkqshbmsa9IbhmLYWE48s75/QTPogH3MKKCdODwhRp06trfm5GA33TOhKcTokqLZhGz5T2UsySETWJJjZhhb5zfOka87bFhEtUkb9T3Clejo7QcKX9uxwYxO76w4ntTyXpD9k8ZlxORfw36SBmEmT4Mbn9tGnMPz3dnm5cYAH8GqrENjDioolvFov8nkQvaBNTYlwvfI2CFDv5Me4WFIoUUkxTH20JI48FiikzGEZ12p80gD15kogppncZNmzTPkwDblnWTOIK0F6W2jCVAZ93SqdVJML3bAVSPUu7oTHY+j+ml0hSd+S0JI1LNUo73Sf24WEz0PeMjelEWrAV6TxJY5a3neikEaZ7ZZAnvUi1mv2U67LonUVHBZWMcb0JCA7Apuq6lAaTS4ccvMsIyrBNceGGxIorkjkvFT5Y420pdx6Q+hHgFlZMmKYM+cyQpoZ0ToOmn5i8JaSw4prr4MOk9PjEFNGTTuvKansu+nClsU0vqFRanTAqFYOYZRNVKDBZ4Oh4iLBCBktCBUvbObIgSRHHdJzKjfRWkcIKv4cno6TIwo/FlhO+A1Bo+bA1f6HYBBJT2LHCitw9yaRfmxwqSGABwtLBMnvLOtAxeaPw6216AJ0ToRc0jbApBkmRzzCbC1IopsRyJQx979AUHyBOTHHpCXRtjKgiMXk5EZQMHFNScJxeTKHeKZ3GN/fF4xlqyxfbd9O1aZPA5p0ij9lEMcLmsAEkWLi0CNN9JL6KYuk4hkazG1O7cnY+zgfZeXS19WnHIYqSEyqo5ECSut22SwwFxBt8/tbOJaoA7cdje1g2hSFSQGmJA7uW60ZcQDGJKnxcLE0z3ZIIcW31vaVxXWu6d/DAnkfW5jkRIkP7hBQeeZ+qxOzICpOXSpYemYlEFV6PTFOAgDBhhYgVUZKcS/DRkhR2fMIKnRsyNckm5GBuylDC+LsWp/ZFCTCPtel/U+dVCiQ87KTCCsG9T3ziCmCeseLqcMutqH0DnVDHCzpXHqtUmvd0aQYt66bYkKpBCDyxTG0k0J6ovjJo8rSURvNjaVSmSDGFlx3+Ox0j82PEFB8hj3X5v6yL0oFH4iwnJu8U00A7b++UJNN9XOqC+O7SjkzEmONr62zRsrWpMd4pbWHY8qcb7hoxuNqNyA5KiHndcKayYeoyekWYLEROKZq4zgv5zTbdZ2YmPm4l4sABYHbWf14MRVzTqYyooJIhSUXStrELVxsI07avrkG66816aKRdrWyMDC5cOIYrs41BVYioArT2uWKdBiSmc3KfiikH9jwiJk8iIHBuGCN0SpCt55QBpmdmbDrK+mCaJmca7ycSVWwR8AkrQHs++iLoI7ROyVfQpgQDWoUVoF1cAcwCS2h8EgpJIYKMTXhxeZq4ypkUOnhYLmGFpvb4rgkRV4D29iq2itsGOqaBsukY1wD4eSa9gO5hFFN8qgHH5J3gwtZGcqNDVVqfguBSmWxiSwfEFKknuGZH2Nb+9DhSWJOIJwU/xySumJKjDZt3iklAsYkmWQ3osjxXGNuN9VNip3cB4foRx9llMOUj0Jmt4Di251WIqgTEN8YGfCZn6XzlK6Ieza94xBoUep2idAgVVHLC5e3AaZsuIkekXGngv4csNBLq1uEygBsRc73N75gN/kzjXJfjQIzTgOWWTjO5iT6XWR/GtVTkTfmgQQ4YOC75OKQHxO/piK8LGUXTriWdQDpokB5A5iXyEjIVOv4b3dgmWhK8t9Tph7xJUZRKlBRX+HUcCiOk98cTPmNM0474DkW29UmApnkya/lvQPs6J6apPYBduJXXmX7jx4ikyeWq1jYRBfALKfwc2xQfp5giyXrahk1Ykb9zkiQOz8QYIWWuasUsJ0PmmNZU4X9tYkrMY8E0prQdkx4JPOn4OTxJ5L2MC9Gayotpqo80VJalLNuakOekTcU0XB+aR1mY4BNTTFXCZq5JMEm8GK3JO0V6IZnyOk2ihLgj2/AlFPuf95O6OTMtxjxXOTGF05a3PmLyzdQfDr3OR6ZvQBUlHhVUMiamoZMD/badSvibOmosTCqDbaBoUh8Az6IfFoNcKr+rIZPxmPufvFRiRRXA7TRA5plMMEXddJ5NTAl5gWEUb+SgnkfGJKpIYh4UIQML17kZkPSZ6cK0lgqQQFQB2pU4l7cKYXI34JgKYhbEvEakeEhRhbCJKzLMkMyLEV1shHjACPv5DkVAqyeLawFYk27GfwPCxRXuucKvoyjL+9P10rQkuN46SnGE/x4ipACOKT4UaSmmcINkmQoxUnqN8QeCxKec2wZVPiGFfotVmSpurxQgXEyRSWZy2ODEuGi7xBQpsvFyw5OBJ5H0YpLnt0318ZWXmASwKRYxz0ifaEK4pvuIZ6proJ3Hdsl5m8uPWbsMOYjoiQh97prqvyThoLwoUyYy74LkkcexHURfnzbk/B7i4EFgMOOduzvtTNarqKBSEFrGDvJtHG+AbK4bXJWQYcjwshJTYhouw4jXJqoAyZ0GkpjHCfFMSSWE+0QVIFsFP2l+pSStqGISplKLKvwH6eJEv/HCFbK1tW2x56xGzEkweasA7U9Nl8AikYU+i45WjAeMvLcQVfj/JoHFJq4AzTYmRlyhaADmautagDbWWVDi86qz6QchQoo8zyqmEKapG6Eim0lNN1X8kOeWT2miY7aFZuR339wnj5himsLjElNc03z4MSCuqmYhpvDvshmwim8U6ZDyIo214WpzkqzEa6uENgUhwjulm1qDr7tmax/4/8HeKTajOzVC83X2Qhta38IiLBxf3kqnHNc5SXA1daGEzg7vOr5IFTLSSr+igkqGyAdVKHwg2OKlQj0Vl8pgElUoUB4po+tEhFFJDDPBB7SW+EizfONa1wYQ/MHlM98lpiSZXtuWlyaBDGjNY1tEbU9gl1F5eEwY6PS0HyJGVAFg9laRAzo65hNW5Hk8UkB+D/qYQYOvztsyzVTY83gFF2JLyPouDoGFpgiZvFe4gEK4xBW6FV1vE1gAtzaatmjYxnW+wZNNSOHH+CCrxdNADo5NUzdMxpqOmaawmuqgNMaFPMf2NtqUICbFgMQUy7oqScUU6blC57iSK3TwFTPNxyem8DBCkqYtwjHlxTfXiR/jJHXTsf3GDXF5pzjCDVmX1Wd2GkI0IhMmc536kWxMCduCPvKaPDEZa/OqNp1rEdRM06JDTOqGuGbL7wyWiWni6vTJPm7s7y5M/do+mu4zNZX9orQ9vo5vx1BBJUdcD7GoFyrU2ZQqg0lUAVqFFcC/MG2IAWnmqDpwTf1J4jBA54ZGM0Sp5w+htGurtFzsElV8kfLhy6+U+ceLG2AWVdI8MwG/l4rtfErG0dHWMKzeKnQyYBdWJFJc8Z2fhSCRpNNg81Zx0Ql1TC6Ya8Nms20lWaAlX/kUIZf3ChdQZBM7b14zWKDde4XC4MXG5Z1C4fHo+rDpBfJ319tnl0cKXUP/t62BYRsck4LADQw1SmKqg7HXAmavAqkgmI6ZFgYRYgoXUgC7mMJ/DxFTeFLz45LQGS4+kc0nppB2JKf9SDGFH7dukRxTXkLFlKTEeDSYypEhjNht5H2Y8j5kfCpxTfVxeae4wg3yTnEdA8wGpmkvbIQYxIl4vppM6MRjM/b9mUs3cl3XERUobaGOzV9FyRkVVDImjXjaMoDkb9KlZ4NPVJHiSZqOqskoW0cjFOGl4hNV6DamhVBNbbJJYAmNJjctUzXfdrMYUSWEBF4poR1C3/MvD1HFh2vDG/JW4dWnzVuFX2QSInnAJnWPsAksRDffoBSxkxG6JbhNdJHpOTlpVx08AovLe0VmuUtg4ccoHB4lLrTwYyGE9B1dSwTYhBTZPzVO8eERlYPjWEMI6aXCw4htw2zPI9Po0XTMtYgMu87klQLEiylE6Bqs8jkYmhS2QXMSMcW0lAzdo01MIaR4wr+bylYa9xwXrspjUp44Nu8UEaatKuSxforE17xLUyU+7xSjBxKRRllIk7e2/ApVlvi5Kaf7dGr9lKwf49HhmRqxEFz9WlsHMSZyfeSdohQbFVRyIrQ9ML2FN+4QY3Ld8HmqmDqqMQP2GK+UEIMDFsP1iSqAexYGETuWlWGYnrG+uelBN/F1IuSUrVBSLNLFt7E2BWuLivRScd0+ad8pxEslRFSRx53TgOjkUK8VKbBwtc9mVJ7kKaB04s0VULch9pWfzBdecG0eLHNJFbP2CmAWWChoboLpuC2KPlxvnAG7gCJ/l4NnQAgp9NckphChneuQBp3Ckc8rm6GSLBYNcXilAPYpPhRdl5jCTZTmubSEUGzCmjSd/2YSU2QyJRZTbIqTNNpmeBovJ0nMg1oaTNjUhYp9MdrQ6T4xmJ6jtmphEtNcv5nMdehH4cpC2uk+pg5ISIfLJaK5FqO1GB073ceUFHnsChQitEtc/WHjDj95b2cU2kHMar2cknPwIDAwkH2YSnpUUMmQNEIpf5ve1i7IBidEVAHMwkrSdTVMjZXJYJMSYTSq9Tc+qDf1welUflsprPiiG4LNKyWzqT4S28PE5ilhIs0b3Uh8zz7beiqdEFWA1jVV6L5yChAdByzTgPgJNmGFnysHhrZC5BNaikSnhJMk9w8VW3i+SA8WrrLNhWnzXpHRMXmwAO3tkU1o4edLj5UYkzguAYX/HiSkAHYxRW5hE4NrnRTTQs8mfHM0Y90yAK9XCkU1qZgiHTOA+DFK6GDapCGZjpuEEfo9kZhCuMQU2yq8QDqlwYatnbUlDhC2dooIN8Q7xUZsM8vLgSv/Tdfx303ags9Rw7qdbl6eRTwS/CFuIyZBCJ/RBlxOOdLsbj5GZVPp8rjuepeEPxNC8tEV4a4bo/QrKqgUFKeXCuAWVQC/sBKKrXFKqzAYGk6Tp4Q0mS6lKPBpQJwkiqvPKyUJbVthm/CpDTZxJembmgwxeam4RBUgu06GaT2VGG8VipNxGpC8GLCvS8TPNxUYWyHlhnSTNBnSjf0iQyulqYDQtaECC/3PBDiXyELHfRqbFFxiiBV9TRpDtJBCkTaRRiUwhePK39hX7iFCCh1zeKVQ9FzbItM5PmcMlwNGkmW0YtfTyUVM4YoTYRPfpJFZDMh9bUKo0iT/d3incELXZc2CtOXAFZ7XO0U2egQX0FykEcxCxZQQ75RQ1w52LNQpJw983bgUDsp2uqEGxYpiOt1HKRAqqOSA7XmcOlDutsGRogo/n0cidAcSl0cJDy8r2P3keipAu8ku0wibwBK6LorvTTDhE87bxJQ0rhqmG+aAjKIr/YE4UYWuB+KSwVYkk4gqQICwYoqoyWuFsAksgFtkAcIKZV6iSxHEFFMcXO2P6b4jI8ls8QksFD9qnwIWuSX4dCEeFL+tJHTJGI6rTTKKKDwipgGSyStFXhe7w4qtMZfn+XDNezKNHEOFFPrf4pUCxIkptkVoY80L2eSKm8r/2rwRDCY3zpfJlUhMMSUUP4/+539dxiYhySgy0jtFvvwJ1YXymEGR5AW+z1yrd4pNMZRkubtPzJop8hrbObbtjMQ1SXf3sZGVThGqCbmuNSZrt71TfaQxvAfQKT/FRQWVjEnjrCGn/bR5qUhRRSoLrq1w6BwgbN67JERhCBkYBqyjwoPm/XC6XP4mo2cyL2aB2aRiSirSCi0xBHgH5S2qUBgUHR+uehUqqvBwQoQVIMBrhY6ZvIhMkQ55C5+mAMc+GZOoW0mJVdBcyLSVaSbnftE1PH3korc8TwLn7UuBBXCLLLbgiRivFd+aKvU4eQZCNm8Bl5jiipDNndDUmNvwuffb3ka7FATAv7VRpbnwLEUjqZhCyGJpa0NtzX/MsgG+pDAJLVJcyUxMkQlgKns2MSW0nYh9UPsUJ/l/gHcKLwOAudqE6ApZvmMxmeOrGvyY6fy2SMbMe8mL2IF1iHeKwwsJCDPblN9pRLQk+oFtuk/0+ikx5OGuE+udkvtOEopiR0tfhshGLhdvtBBRBWj3VgHiX4/GbCkgCTGeD04NXip0C9vA3jYWDJ2OHxPlEDGl10XyEFEFMDtfhAgrabCJKjxeQLse4hJWAIfXiulkOmYqHC6RhYclI2zCVaiTTivKW1jJOlyfV4upLUszjSDQgwUwiyxAq1DH106JiZarrhg7xDJwn5AC+MWUWO8Uuj60jHkGNdZ8cAkpdNymKsA+xQewLwUizclyPVUbMkliNKWQKT6AfVmZYDGFJ56tzBF5eqbY1IbQxUQc3ik+Rw1fGcjDcSNETJG/28wlvKJsN6Z9mgipCESkd0onzE76Ti3tdJ+g/lfawuryTHRdI+lz7xQAOHAg++fLzEy24fUrKqjkhGynk9Z541oqRIioArj3GHZF2obJmByV4RBvCcBsWlpRq2fb6gReKiZM59i8VYB8XQtNogrg91YB2h2npGNDm9eKDMAUKD/uEllM15kiQsR6twDhiwzFCCumjJbEPPnTbnnjElnyFlhknAzlobEmizyeVRtjE084Lk8A23opMelk6zibhJVQXOlsesVuElLouMFbQU7xof9j1lVN2sGVXiox1xEhmpJrig+dT14p/HvmYopMsDx3EAkV5kLcNQzlBYhfRiRLc2Om+XBM2lFq7xQbodfFqgkhqmLIdfxYAu+UvInRD2Kb1SAPa2l0N8Uzn4HqnaJ0GS2BXUQO9ADPbj8Ef/jYRBW6AWD2VuGEPMhcjZmvIQtt6S1eKhSES1SRt0mr4LqiHCqcp3ahzIIkAxhGaLqHiCpA/sJKqKgCtA9kXLvs8vO84orpItNvth5NiNDCw+H41mshTNs8c7LwWAm5NmkvNXTnK5vIkoXAQtcRJpGFx4WTZBTtwhZ3Uzq5hBQgfeWU8zM5Sex1jRxNK/GahBQKh7tnAM4pPoBbTCFsmoGp2iV5UcvxCSmA3RGH/vqm+JjOy0VMMZGmvfEljmngLM+xJYIIP9Q7JctlRDg+McXniOMbqNP/Vu8UQqpIadw3QkUVl5hiOu4TWj1hJTE7qf7kSwKXtkzY8tiV92348iHvRTd8Bdz1UkkXqlW6hAoqOZB1fTZ6qfhEFYqIzVuFk6ZTn8fWOHMkEVX4uUB8R8aXFLmuCRv7liYtAV4qpmiZxkum9HYt2dMJjxWJaQoQYPdYIUxjc5O4AjgEFtuNTL+HCC2+e3BiFhiy7T9uK5cuL5WQ8px2hGnDtQ6HKR9Ma6nIDJfrr5iuk/ZWKu6VRbOu76609AkpQLIKactnl7BiInThSZeIwn93uGdIV36XPkDHbPqADVvVMK0HForPOYeOu5YNkV4pgH3DIyBSTCFCPFDymuoTIqbIwTYQvRBtkk1uCFfZkU1izDo6/HvIkkL8uPVeLsUoa3zPG5+Y4pvqYwvPUGayXow2lCTd8TTvOwHDrm/dJKaTndULiRJRrWa/KG0Rsr0XUEElQ0ZG/KK3rXEzORIYnQtCRBW6mCIFmLduTTuazUJMifSgiBFV6PysSLLQfCFwpbFFVAHQJmbR6USMtwqQzFEiD2KEFcA8NjeNmwGHwGIKWAbk+z2pR4tJ5SJc22PxDHG5f7kyOETZzEtUAcKEFcAsrpjmidG5srDKBW7petfAIE8fcld62wSw0Apoym9XPidRoX1vJE0PVZeQwv76xBQizct2ialdNK1jbfrNFBZheutscMRxeqVQOCbRpSGmpE2sEO8UilSaqR9JxBSZEK6wkNw7Je2MRhOhzho2TOXH6Z3iWpU1S0IMCXHXkOcGz3Gq02mzXaTxTpFhOExuJyuPMlf+xHTiXYvRhkxDVpScUEElZ5IMtk0b4TS8VChQk6hiujEXVkL3FjYRInOHuFD6egpigB/jMQF0ZktCGRcT1uk+3ZKCI0UVIFtvFcC/yVRMccwC0zQgwC+sAO1lwjY2N73lSi2yyHNi12exCSyx4kqWwkqsN0Msvp1jQr1W+Ln8/BCBhYcTMrCMIaRdcXU0k1Q2l7BiI6Rsy/BN54d4pPBjlYpRSOHfbdN8XNeYBly8jeSPXVc1jBHrTQ460mSXhuDySqH/W95Yu8SUmMTKElPCmEaJoe4a8pjDqwlI552SFS4xJdQ7hR+L9k6R7Ukn+zYhQlrImkqWcF3eKTaz8xzHh5hrImR3nzZsKlKeBmYhuvcJBw5kv1yMbpucDSqo5EgW9d06DjaJKrbRrc1bRZK0lnZhzqJNR8pyXJbr9J6ikUJUAdxr2tjG3UDchjV5NPo2bxXAPfZzvVG2ea8QiUQWX4Tk77LwhggsIeJKiNdKLwgrgF1cAezCiEtgMYVjCtMUbgwxHV9fpQqJh++5wrGVbdszxCai8Gs8Qgpg9krh3/McFNtemsb0D0wiCuDXEFxjy46LKfz/pAuU2hItjZhi2k5b/G9buFgSMrjOQnfIQkxxvf8yvhAKbZPz9hCIEVN8JPROceEq5nlqTlFrpMCQ10Wc9xHjnaIoXUZLYk6ENGqxOkSLl4rphnL6j4yMaeAEpHsAuozISEE2Deop+DzGZUndbQuPzfWC/x4hqvAgAXuau8bQMWOxPJ+bLmEF8GsZMQKLKQyvyGK7sStiSQQWn7hiW/zGlMllFlYAd33xzRuT15lG6rZ9vjtF1upBWmHdlM42EUWeb1s0BPFiSpIpG6ZHbmhVkPgcPW1vp036gWswbRJeosQUIs3cFhsyAX1CijzH5nYR6qphKEempsonxHXCOcdWNmLCcnqnJDE8L2JdNTLyTiHSmu3qs7qu4ST1TnHmdQydyvMQMSXmd0XJGRVUMiakgYuFj3OtU3/kd5+3CidUYIlpsNKoDYaBfRJRBchuXUTTfUuLb/oPYEx/oL2zkURYkecD2Wp8afAJK0BYP9+3JkJuIksSgSWJuBIzHcjl+RIqrMh4ZkFIZc+4HWvBtiVVp+C7v9nw5U8abGkTKqIATs8EKaQA8WKKD9Mjl+7jqwq+cCWu5UH47ybPhJAdpNsWnyVDfIllI22ZcdUd1y4gMZ4pdNzh5SR3ggJaTQspO76mK2Sg7dILgGSzXvh1Qd4ptki63HVsxKoLocpC6FSfCO+UGLOzxGUyJ9Y7pQ3bHMZQAzvdYTMJovK3HiUPPUun/GSDCioZkqWYYlpHhQgWVQC7twpgbyzTKL0xnaAOUpjpO75ORJJXGEnwDfYc3ipAnLACxHmtAN0XWEKEFSBMXAHCFp3MRGRJIrDYvFfSiCu2e9nEFVe8iZBKHLM9RhbYFuIhQkQVohviSoioAoR3Un1ecLY4mAgRUvhvDq8UINk0H9fME26qaQok3TNp/z5GM+DHQsaT1ik+/G+ImJLUOyXpQtSmOh2rLgFuMaVSMXorhGyLzUniiRDyDDAdz2oJEWtZyAtXfye0L+kSU0Luz/66vFMIU3uRR//EJ6ak8U5ximcm8twG23YtR71TlBKggkpJcPbLQ0QVIM5lIBbfAyyDLXJcXipA56aA9owAHjIFyPJ7jLACpC+C3RJYQoUVoD3+MQILkJ3Ikkhg8SlhWXmu2K7nYZjiLeNooxvKaYioAvgbjm6JK1nuYe6z0WVXzFwX+ZthQGQa47sGw77i5dIAbGOHEA/J0EejSy8A4l7Mtw2oshBTOFk/jF1Civw/rZgyh0mUy8qzyYYU6lznEWnElKDdXrJacMhWgcjo0I6VT0zhJJj34psaKM/LGlMyuJq+1N4pRce1OLmkZxOhSR7lrlNjp15HBZWcCXn5RsQ8U9rWUzGJKhQo4esR8oiEEhLhDAc5NlGFR6X0jUOnvFSIEG8VwCqsxIhcIV4r8rYmOi2wxAgrRMzbRiC5yJKJwBLivZJGXAHM3iuu+RC26UGma/Mg685ZjPdGN8QV131CBk+x8QxZiBYIc9VAMjEljYYU8sglks4usyVFUiGFf7eul8KNiFEOYj1OkvYLfEIKP55ETKnYd4QKxeQZJY/biBkvplmPVV6XiXdK0gdxlmJKbEWI8E7xYct3Tqwnkuu8JBpSkJgaQicVJdNvuhitUjC0ROZAVvVcTvuR416vqGI6FrImQclV3jz1iJInjZ2QwZ5nGhAQ7rEC+N/exmh8tk5k1kKLbSfdUPIQWXxhBgssPu+VNOIK4J8aJA3xbQfl86xKSpJK7vNSKTtpH2qxi5f7/Ns9QgrgH8hyMSVkag9Fy7csWZpnRKiW5Bo/8t8rFfMY1LpeCv8esmZKJ4V/m5ACJFOaTNex67PQmEwmJEkyXxUJKReZL05KdKIMhLho8OOR+wWn2QXMlu+hs9p87UXIIrSmNiA1WSvQPkzGheRfLz93lVKhgkqGVCphDVroi7kQEokqRJ4LPpruIclRnei0k0cUIZHrlgEpvFUA/1QgHgSRROMLTZqQZ22s6JL18zt2QJZkPZYggSXEeyVUXKFzbV4nJu8Vk+G26UEyPE6nVM88F+ku49u3tOnhm9Zh+B4rptjququ5tb2TsBV7TpI30UnHjvz3xG+l04wgfSR1IXWVgRCvFCDYMwUIWzclybo7SclTTElcLkIjbnvYh/Q3Q+bCudZZMl3jENBi6JRm7xJTXFN9ovM7L0L7sSEJ4vNOyVwpLCYHDmTfxSnsWKlkpPdxU6JIOxgzFfw2V0VTbatU3LVwdDSbhojC8YWXokUIXUir0N4ksQ+QTsJdwBOeM1yZteaTqyjGFB/+ScPISNwnbyhpQx9yU1PNT5IwZ6qDjU8LpgQ2Jbwt00zX2xJzaKj147ofpxOZlTTs2AJqsj8rYgt5ko8NmYdyQGyq7LZyN4csryGu9jGYpu2bnCJ8j0yX6TwM/pHnyySm47yo0O/0mwwLSDloTiuCmBLFdtyWYKY2R97P5JWSQEwJNTeJzhBKSJlLIqZkQlpPBVflcf0WIqYknOpjqw7dwtW2hEz1iSLp3La0uJ6P6p3SE3zsYx/DmWeeifnz52Px4sVB11x88cUYGBho+WzYsKHx++OPP45LLrkExx13HObNm4cTTjgB11xzDaa7tT3oHCV8DVZeOlr3bW+DfIqxqRX3NbKxQkwHhYJQgTw0rI6TpQGxhCzqk9BjRV5iMzHUiUrevtudoaxIO0XI570iw+L5lNvUIH5uyPQgwL57kClMTicb3SQNRBbiSVE6lUleu/quF8dM7YhLTAnxTrExMhK2y3cW7yFsb59Nv7s8Unh82oQUIE5MMU314b934jW9SVEw/Z7hGhppZkCFYDPb9Sh1OW+FOmnIsKKFtjzg82JiXsDFiikpSLoGb1J8jnppnXKCyDLPbX1YV4RCG8CQsHqMgweBWi3bMPOs4tPT07jggguwZs0abNq0Kfi6DRs24JZbbml8H2UV4+c//zlmZ2fxd3/3dzjxxBPx0EMP4dJLL8W+ffuwcePGTOMfgwoqHSJpn9e0fbJpnNs29YcwNWYhI1lOp13oeqBxtOYHJ1Qs6baoQnFIcZ5rnRV5WYi4AsQJLK5wy0bMFCGfwNLRqUE8QqYwTI2kbYoQ0N7DjRVb0pC2jUoqpHRDPElja4gLR8Bxn5ACuMWUEEzNrElUkdGLuU/SMQRgfgPtElIAz0KjrgFzljs+ZeHdErvNSc5iio00zYytbCQRU1JP9TGRheeSiVhP5lCjTffIwDslRqQNXUeFR1GSxCnHReI8z2oF79jnSYwHy+goMDMTF76SK9deey0A4NZbb426bnR0FMuXLzf+tmHDhhaPleOPPx5bt27FZz7zGRVUeoU0XuZZaAhRooq8cadGm10QS7qpR3gpg6gChHmr0HmA81yX14q8NNSZKunib4UtFxHkJbCk8l6xiS4xAgtgX4MFsIsSpo5ft0XaoggoeaVDqOge8kpVINsJU51NIqYMDdk1OX69zYlKXhND6Dpqsti4PFL4cadXCmAeOaZ1l7aNHn0NrysB81xQJlJMsUU/y0G1vE6SZHCdyFOh2/NeQgbRoV4LKdZNyWIGQciyMbFiCifGdCd5T/cJTXfXM6/PvVPyZmJiouX76Ohoi2dIJ7n77rtx+OGH49BDD8WrXvUqfPSjH8Vhhx1mPX/37t1YsmRJB2PYjgoqBSBJe2Ab3yYSVXgk8nqA9mGjF+SlApRLVKF4ZHCuz2tFXp71TDUZPqfMQkvoWAVoTaPcxBXXcZsqFiqwAO29Xp94kbXvdhGm7XSifU3SsQqJV6CQAoSJKVlgexzasinJtur8PhybiCLPty1YaVxwMkZMCdn+iG4qf89ia5OslQQeZqCYYqJTUz4A/yZXsVqSicTbJLsSQrp0JemzpBFTbCqSgRjvlCzy3iSshDrn+LzX+DlReW6im52f2LmOnB5fjJaYmgIGM179dHauWKxcubLl+DXXXIMPf/jD2d4sgA0bNuAP//APcdxxx+HRRx/Ff/2v/xWvec1rcM8996BiKODbtm3DTTfd1FXvFEAFla7j629m2kaEPNzyGLTHdPZzGhh02hGHyEVUAbovrITmU6AIEyuu8KBtxEwR8t0r5H5FJKn3StKpQdHiCv/NlWGuzHeNYk2vGLu1g04W3iZ5tI9ZPmRC4+c4L1RIAeLqtGn6DhUF24AptFkOXaPYhktEkde6dv5ILabEkkZU4efbwuakHVB7xBSOa6pPkqQLSZI0yRA61jR6MElMEU1bRkyEPpzSLCgkrxF57yKv9S1DmttQR76YWU5GitKpMRmQVIzPWm3oI5588kmMj483vtu8U6666ip88pOfdIb1yCOP4OSTT04UjwsvvLDx/6mnnorTTjsNJ5xwAu6++26sXbu25dynnnoKGzZswAUXXIBLL7000f2yQgWVLpLXS0XnID5UVJFkNVG8y6TRi2J0hETERK7bwkrsfNgIt4kQccUUTKzAAvSfyBKaDb63aLZwotddkb/ZvFdkpEIzI1TESNt7znJqTlaNTF5v7JLEz3ONq57H1rEkddIlrGTd5tv0PN9b6CAhBfCLKS6SvIq3iSpJcL16l7/bVISEYkqaHYJDkKJK7PJCtvIRmgzGcuzyTsn74earWL5BdqyKZCDEM8l0fl4kLf7yd1PZcnqn+EQ0X7tgW2wqhBAxRb1TOsL4+HiLoGLjyiuvxMUXX+w85/jjj88oVvWwli5dim3btrUIKk8//TTOPvtsnHnmmfjc5z6X2f2SooJKF8iqg+Ya4HtFFQoglE6IJB0SYjo9cybYSwWIj1wRhJXYfIsQY0LFFVNwIUmSxosl6T2LQugLwqTiChDovcIDcQklPkXMVZ58GdPpxV6LKppkEa/AMHz12ZdlSab6+Pr9vN+ehZu/zxkqZCzhmv5hFVLkd55YWa6bwiOVtPHzjSJN58RudcT+DxFTOKEzoEJIutRQlmJK9MC6GyQVU1yGR3gmcWLagaTVIMQ5J41jjpGsRbRYUSX0mWtrRKMN7g0OHsxvyk8oy5Ytw7Jly7KNhIP/+I//wPPPP48VK1Y0jj311FM4++yzcfrpp+OWW27BYAE8k1RQ6SCxdT130bXTyoKLHm8IcxVV6BqgOPkZQqSXS4y4Ygo2icAC9I8XS0h25CKuyJNdSk/Im/DQhTFtZDkwzIJuTMnJMbyQuptGTPE1n9SP9/X985gZ5hpDJBZSgGRiShJcgyZbPQ0tI2neVAd4pQDhYkpe0z1cxOpKMUlBGPsgvoF1FvuNx1wrSVMGbGEwsp7hFEsWYgonE++UpIQ2rqENoW8uJKDeKQXniSeewM6dO/HEE0+gWq1iy5YtAIATTzwRhxxyCADg5JNPxvXXX48/+IM/wN69e3Httdfi/PPPx/Lly/Hoo4/ife97H0488USsX78eQF1MOeuss3DMMcdg48aN+NWvftW4n21noE6ggkqGVCrF0gUy3bpXSU20qAKUQ1hJOxcqQedbpmNeAgvQf14soToXpYOtP+MKJ1hc4QHZAgudbhCacZ1uxIvoZZJhmCF1kwipG6FrnsY4JeUxgPK9gDUlachY0OmVIo+lHSyZEjJkwBxTXrIYRAOpxBROkvV5TdGJPV+SlZhCx4J3fsqCJKJKVuVAHvOUASKr53JMlzqNiOYLJ9o7JUtcjWuMqmy7rk+9U4BieKjE8KEPfQhf+MIXGt9f8pKXAAC+//3v46yzzgIAbN26Fbt37wYAVCoV/OxnP8MXvvAF7Nq1C0ceeSTOOeccXHfddY01XTZv3oxt27Zh27ZtOOqoo1ruV6vV8jPGw0Ctm3fvESYmJrBo0SLcc8/DOOSQhZmEmcUulIBn8TFON0d5Ob3l9NGtF9HBeUKkzZtO5W0B3n4TSctHkqRK0w8turgCxGVD7LoAEm/dCEmwtImaxcAiz7dmeXUcMww3tv7FZFlM9mRRv6an819POFpIAdxeKYB/L2nTgNc2vyE0IV2D6CQKU+gA2jHFA/CLKTaHDJ+gEqMZhArVSWY7yfOCp/qEzHtyraXhKxemBEq6gnNSw8VUH8C8dopt7RxXGbDlvylZQprXGDEldKZbcL7L4741VLLsvMTkNz/foBzumZzEC089Fbt37w5aD6Qs0DjziCN2Y3AwW7tmZyfwzDOLei7NOo16qBSQLPvime8ykzV9oipzojxVgPReJ7GvzZKS1lPFFB4RGW4SDxbTbfJeh6UM3isx2RDqtWILy7qore2imJ5rUpekTlMwDxMXaYXt2PKe1Dss7dIAsfiSO3RHFyBwmkasmBJLaP8g732j5TW2lXozFlOyIFZIkdeEbKft3UqbE+KdEuKJFDK/LgaXgiTDtJUFW1iI805JWgZim9vYTW6ip/rYyHttpRCSiim+Y4rSYVRQKRgxffnM25BOTxfpciOYVEPKQjegTl5HhRUeRtpwOk0KcQWIX3/FdqtOCixFzJ7Y6UBAcnEF8EwNsl1oS7jQcpNHwufd1uUYfhbegJw0yRu7Iy+Rp3CZhQdXsJAC+MWUvEj70sWVUKa5DKFCCv/NIKQA8WJKKGmWC6HrTSTRFILElCI+VIhYcS3BdC9OFo6IafOfwpBkMdOpBZt3SrcJyXPb+ZFr5fQKU1PAwEC2Yeo8lWxQQaVAdPvFaIO8vVVSNnpZd/CTkJUzRrS3CpCd8JX2TX5IWHmQobgCJBdYkjg89Ir3Skz593mtUHiAO0yvuEKkTbgid8pyjltebWuWZTepqMLpVBYnnQKXaPFQIjRxTKPBoSH3a/msEy5WSAGivFKA/JYJIULX4TRdI8nSOQNIsJ22r6KaykeWHrT8PpIYMYVhKwsmkopqSa5NUgZi8j+6XxlLmnGCrR1JI6ApSpdRQaWLpBFQcm9D8hJVCtb4pTEzS1EFSPAAzMujqGB55CSluAJkMz0ob3El6f3yJLb8T03527zQ7AwWV1wBFSERTXSg/nVKlM4ribMQVfIg5Jnuyt5grxTbsVhsogony7kvtrfPsftHy98CxBRJ1jMceFLmPfMpxFknSEzJkpgHVBpvpcgpX6YoZbnxFRHqrRIqpADJ12JuIQshzUaSDnRaMSU23B7j4EH1UCkqKqhkyOio292/Wx4oibwggOwH7D3Y4GW5bEjqfKII9SvS9gwEFl17xU0SUQUIawtDpxd5112x0ckpQF1q+zrtzdfJcthNUSX2We7L/ighxXU8jwThA50YcSVk3+lYIcX0e6CYEjN+TKohdXMJGVt4TvKqQKa+Y0jkclo/p1PYRJW81mOOWjMnL0JFlRgRzZVg6p2iFBQVVHImDxGl421IHi6dBSKtM07WogqQ4oGYl9dKGclAYCmj90rMPbtFEmEFCMtCUx6l6mAWvP3q1hTIIpSxtDtkx4QZS2IRheiUmBKzEESISOK7lwlTYkUIKUByMSXU9KycdtOMK0PFlEy8U7Jw2wltO9OuoWOgk9O+ODGiWhrPpCC6sXZKTCTT5HtBRDRFIUpT8nbu3ImLLroI4+PjWLx4MS655BLs3bvXec1ZZ52FgYGBls+f/MmftJzzxBNP4Nxzz8X8+fNx+OGH4y/+4i9wMOvl3XuFSiW+Rc9hMJKH+p42mlk/q2aqg+keDJRXBR8MdpRqNXVGDVdmo8tfkqwgb7ekgzt+zzyKQVbhxnZuKQtjs5HqE/+UDZMNnZy6Iz9Fhtef2E8aQuuFsw1JmsCuyPsiNDKSzd7QtnBt4ZsSy5QRcvAkBlChYkooNt0oaZvqumZoqPnhyIF0ajFFknQnqLSimgzLZHhSJSnygdTN5bWSeCdxUnmnxFYKX54nqRQh5ShSROsHDhzI56OkpzQeKhdddBG2b9+OzZs3Y2ZmBm9729tw2WWX4fbbb3ded+mll+IjH/lI4/v8+fMb/1erVZx77rlYvnw5/vVf/xXbt2/HW97yFgwPD+PjH/94brakoRDj40JEInuK5KlCpPZYAdRrRZLxuitFXdTWdW8TrvjkWeVD1lYxETolyIYt3zrqLi0oitCjTUUYsWUvsVdK6O8uQh5wrhGczWMhi3kuQNiuHQ6vFMAvpsQkn299XlP0YghdTiZmBpRXqIvB5bkUkjg2XAPp2P2DA7wUQr1TOuWplGQJEXldpjs6xQhpWb1sTrIYte039U5RCkIpBJVHHnkEd955J+6//3687GUvAwDcdNNNeO1rX4uNGzfiyCOPtF47f/58LF++3Pjbd77zHfzbv/0bvvvd7+KII47Ai1/8Ylx33XV4//vfjw9/+MMYyeONTQp6VMcoFEUUVYAU66twkozme50CiCsxWZGVuOKKTzdIKqoA6YUVSWgehtbHsnTytElwk6Z8BZWVTmRAmgdc0v6QL+FCtz9NKaYUhazW5ZW/t5WxGO+UJMQOsH0eCSED6ohFaPMkthrFTPMCUs92aiertiULUaUDO3v1MroobXEpRQm85557sHjx4oaYAgDr1q3D4OAg7r33Xue1X/ziF7F06VK86EUvwtVXX43JycmWcE899VQcccQRjWPr16/HxMQEHn74YWuYU1NTmJiYaPnkTdrnRa81Nnm+RU47lSGvfnGmLv46JaidDOYz0JSgmPKZNCuynKrQC3R6KoptCk4ZphaVbQpPJzFNl0viiRLcFoRmQJaLw+fZ/oeEb2u4TNcYjvnEFBNJki+r2S22aT2AfYZLpmJKXhWcG+b72PBN8QHay4pDTEmyy1MSfEU8pIqlFVMymeoVS5JK4asALrRzo5SEUnio7NixA4cffnjLsaGhISxZsgQ7duywXvef//N/xjHHHIMjjzwSP/vZz/D+978fW7duxTe+8Y1GuFxMAdD47gr3+uuvx7XXXpvUnGh0zNsdijpTJmrL2BBkASuawd0gA1cjypu8pwQRaXYN6iVM6dbvbahWaTNZl4vo9jjrjEmy9VGS9j9JwsWu8WI4ZmpLTdHNsu2jMWAnNjgC/EKKPCfKMyWWmAWLk4RtIkZJErietUnX0gnJ9yTVIWS9lERiiiSPxj8kYbLY5StwvZyivrhQ+ouuCipXXXUVPvnJTzrPeeSRRxKHf9lllzX+P/XUU7FixQqsXbsWjz76KE444YTE4V599dV473vf2/g+MTGBlStXJg7PRr8PAnwMV2Y70pAm8ZLOehqCjUzWWJEUVUnqNBllYhJhRd42qzUqiyaydOrlU6fqY5Ho9+pLdCLPE7W/eWUQVaqklT3LBPNV8EAhBchPTAnVDLLyVslyo6Mg0pazrEUVl0dCrJjiSJAizXKR4UnSLB3TRqcafpvSmJWamLDwz3ZvCbQOMYNabSbzMJX0dFVQufLKK3HxxRc7zzn++OOxfPlyPPvssy3HDx48iJ07d1rXRzGxevVqAMC2bdtwwgknYPny5bjvvvtaznnmmWcAwBnu6OgoRg0dhcHB9GtwAP3V6U9LJ0UVIJmw0on8zFVYIfp1hJaxsAKkE1d4lGLJY5vZLOORN/0irPRTVe1WXqZqazuRQWmFlaT385FgpBgqphSVGA2BCBlPJvJOSVIeyIA0wkpsIqTYNluSxSyXNKJK2nV4bbOdgJy8U/LcSj1WPTL9rt4pSgHpqqCybNkyLFu2zHvemjVrsGvXLjzwwAM4/fTTAQB33XUXZmdnGyJJCFu2bAEArFixohHuxz72MTz77LONKUWbN2/G+Pg4TjnllEhrmiQd/HTCm6GbO1jkRadEFSCZsNIpUQXISVgh+n1R2wwzMqnXCpF1VvjGQlmMyYo0FTqDtYgLSa9Wy6LkUSbtaqczKa+VrGMqdOyAiREjptjMC9ncKOuZLb6lIUKFFNu5QWJK7MqpobtA+RIrdAHjpGpSyjV1TL/7ykASUSV2HV4gbMoXES2oddtFNVRMSbgFfK8+/1qpzn2yDlNJSynWUFm1ahU2bNiASy+9FJ/97GcxMzODK664AhdeeGFjh5+nnnoKa9euxW233YYzzjgDjz76KG6//Xa89rWvxWGHHYaf/exneM973oPf+73fw2mnnQYAOOecc3DKKafgzW9+M/7yL/8SO3bswAc+8AFcfvnlRg+UpBSlM9jLdFJUAeIHtJ0UVYCchRWgf8WVjF0c0nitEJ1wJCqSGJI1ZRdXeqX6FTXtM21D89722EenK3LGQgqQX3nnY72k4kqIjuBKksRiSqdJuwNmGjUpwjMla0JFlSyEFCCjKV9JyVJlzGmem3qnKEWiFIIKUN+t54orrsDatWsxODiI888/HzfeeGPj95mZGWzdurWxi8/IyAi++93v4q//+q+xb98+rFy5Eueffz4+8IEPNK6pVCr4p3/6J7zjHe/AmjVrsGDBArz1rW/FRz7ykY7b1yl61UsF6LyoQpi8VooyOMhdWAH6V1zJmLReK4TO1EpOEeuwi7LmbdHTtrDPyCxElTwJzdiEg6Skm5fEJptp/Dc9nU5HiBVSbNcYy2Za75ROkYWa5CHv7bPTrKWTpa7QtZ2dQkniolWANXMUJSkDtZruQJ2WiYkJLFq0CFu2PIyFCxd2OzpBFLbDmAGqWtvpaL73+hOuA6PCPMpyr2dLVhR90M8pap6WKQ2BnNvHPDKp2xkfm8Ge85OKKUD4wLmTSeZLnhghBYgQU1zHfQmVRwIlSYiABYtDpvqYzHWZmMemRlkvHxNUDrJIDCA+QZK6aWU0zWvv3j146UtfiN27d2N8fNwfl5JA40zgaQBZ2zUB4MieS7NOUxoPFUUJpVueKmWgIx4rhLpKpCaLKUESU19Gs6bcdNtJrGzCCafULxc6mfFJMznguk5P1+12UiVZIiKqnHZ7ahmF4yNGUeriVJ+k5OGkYSTPAu0yQootXRZTFKWbqKDSp/Ty1B9ARRUfHRVWiF4TWDq8MI7MqyzLt82MsmdRGjq97lFW5FXNypgWJrry3OtERXJlkO/+eWRuYJgh7VjWa21mLarEJF+mYkpe5SppAoUmRKxrTkC4WWyhDWSzdEiWCxJLgtqvrBLDR8wcuDRGK0oJUEGlj1FRRemKsEL0msDSYfLwXpH0q9DSK+IB0Fu2JKWXn3NBdKoQRNwntM3KUzNIco8kSekbM7rC7LiYQuRRZpKoSYbjeffrkixQnPXGRqZzo6Z8hZK3y1badXPUO0UwM/fJOkwlLSqo9Dn9IKoA5XAP7SZdFVaIso3eCzRSzdN7xUTZsspHgbJSyYhCPdeKvphsGiIrT0zbFJpko6PpXsDnVf9DXr4nElPSkDax0tzXRkoxJbZqxVRHKZSQwBK7QHGsg0ZHn0l5tU8ZiykhdHtnaKV/UUFF6XlRBVBvlVAKWRZCHqplfFuXI53wXjGRZtZBpylZlioBFK7t4pi2gysjKSpOHmIK0S2dwERaIQXwlOUsts/uRGKlcc3pgmdKCFkJKUCHd3fy5XmWokpWixALipD/3WcWQNbPkAI/N0uECioKgIIOpDNGvVXCKIS3Siw6OrZiysdubi9uoxubSyjlp1TtFFA+b5UMKlFse5M0ebopqoQuBRGSnKnElE659fjC9pFivRRO0rLS7cWJU4speZBW9E26EHHAIsQmytSMKr2PCipKg34QVQD1VgmllMKKEkSnpwiFoOKHEkrp26QieqvkUAG70a4UxfnCRCqvlDwgI7JIsCwUJcdvsWWpm95KWW+XbaQT656E3COPhYgL6p2kKC5UUFFaUFFFkaiw0vt0a4qQooTSk+1Pp4SVDquVadqQLJIiS53AFG4sqb1SiLzKCTfMl2hpdmXJWEzJYj3WLMLhYfmIFVO6vq4dT5yk7UgOC8UUSYvuLNNzn6zDVNKigorSRj+JKoAOIEPpl3LR76i4ohSFvmlvesQ9q2jthWkcl6deIAnN1kzFlLRzWfLYxtaXEBl6piQh712igZJsl20iTdvU4V2dirKGktKfqKCiGOmnwbN6q4Sj3ir9hYorSjfQ9qVclKltyEMvkMSMQXu6rIckREIxJWtNIY9ZLkQSXSEXOrnIUEm2yC4fs8h+EdkeboM6iAoqihUVVRQbKqz0HyquKHmh7Ug5ybodKLsbf+zgOLjcly1hUgopQPeeMVkKHGk2OUrknRJSTvIWVZIaHZHwZasOSn+ggkqG9GKnsN9EFUAHizGosNKfqLiipEXbjHKi9b2VJAPw3Mt+N3aSikmIlGJKEXSDkPu7SCSmFJ00RhvQtkYpEyqoZEwvejr0k6gC9GYe5g1Pr34qK4oKkUo42jaUk07V7bLsKJ3Gi6GjW+B2IjFjE6NH1guykWbHaKBD5SNLtSnn3Z0USXXuk3WYSlpUUFGCUFFFCUXFlf5EhRXFhLYB5aSbUy6KKqqkHfclqgtpEoNHOKtETZoIgddlWe6KsmQIJ1UZ8uVhTOVJkzixCxElEFO0H6GUDRVUcqBXB+MqqiixmNKvn8pQP6LCiqJ1vJwUpc4WRVTJ8sV51+tE0j2Cs0iEDMWUIpQLToy24EuGjpcRV+Sl2JJkNecUuzvZcOX/6Ciwd290kCVDt00uKiqoKFH0o6gCFKej2Qu40rKfylavo3Wnf9B6W06KXDc7LarkNeugcHWjk9MrIu6VV1nMy0slSyEFKGA5SbsdVsG3ylaUrFFBJSd62buh30QVoLfzs0iEpnG/lb8yo3WnN9E6WE7KVBflmCsLgaVTekJf14+cFh9Nmv9ZiSp5OGkEUzTXHBc5eKYoStFRQUVJRL+KKkC5OqS9inq5lAutO72D1q9y0Ut1rizjsL6tIwkyqFPlk8SQGGElbycNItPy0s35chlUUFd5KJOmlB+zyH4R2T5trzJGBRVFiUTfuBcbXbeluGjdKSdaf8qF1rHu0bd1pcBiCietSBJKV8SUbhJqcM6qaKfyV1EkKqgoielHLxVC37iXC5lP/Vpui4DWnXKgdaRcaH3qLn1bXxIOkHu5vHZdTCnpltm9XCayY2buk3WYSlpUUFFS0c+iCqBv3MuKbu3cfVRYKR5aF8qD1pti0Jd1JqWXQZKyW4bpHoWakpanqJLEUBVTlB5HS3CO9MuDtt8bwuHKbN/kdS8yUx1sfJTOo3Wn+2gbVg60rSoOfVdnKpXmJwW9WHaTJEtU2UkqjGSt8CQxNIMyo5STxx9/HJdccgmOO+44zJs3DyeccAKuueYaTE/bt2neuXMn3vnOd+Kkk07CvHnzcPTRR+Nd73oXdu/e3XLe/fffj7Vr12Lx4sU49NBDsX79evzf//t/8zbJiXqoKEpG6Bv38tPvHlfdopt1pxP5XcQ2Qct5eShi+elXOl5vaDBa4oVGiV4sxx3RCtJ4m/AIJgkjjYGB1/ZiuciPKrJflDaftuXnP/85Zmdn8Xd/93c48cQT8dBDD+HSSy/Fvn37sHHjRuM1Tz/9NJ5++mls3LgRp5xyCn75y1/iT/7kT/D000/ja1/7GgBg79692LBhA173utfhb//2b3Hw4EFcc801WL9+PZ588kkMDw/nYo+PgVqtVuvKnXuIiYkJLFq0CA8/+CAWLlzY8ls/NRTaQW+nn/K/l9Cy3F2yrDdlyMtOtRNlSAuliT4/ikXX608R18UIJG1ZLtqUnzTJlKgc5ZEAPMw8vFkCyXLb7L179+ClL30hdu/ejfHx8eA4FB0aZwL/G8AhGYe+F8Ar8OSTT7ak2ejoKEYzXuX3hhtuwGc+8xn8+7//e/A1X/3qV/GmN70J+/btw9DQEP7P//k/+O3f/m088cQTWLlyJQDgwQcfxGmnnYZf/OIXOPHEEzONcyj6tFYyQzt/7fSdW3CPoGW5u1C9Cak/8tyYa4tCHnEva1r0Ozqtp1gUqv7kIXbwqTwFFVOAYs0a6biYkhd55XsOYopCTOf0AVauXIlFixY1Ptdff33msd+9ezeWLFkSfc34+DiGhuqTak466SQcdthh2LRpE6anp7F//35s2rQJq1atwrHHHpt5nEPRKT9KpuiUCTM8TfQBUg60LBeHfs2HfrW7H9HnQrEobN1zDVZtr/C7pEb0WplOm4yFLVNZomJKaTF5qGTJtm3bcNNNN1mn+5h47rnncN111+Gyyy5rHFu4cCHuvvtunHfeebjuuusAAL/5m7+Jb3/72w3RpRtoaVaUDlOoN16KE33gK4qSJ+qNUixK/WyW3iZdXBA0jzLdDVOySsbSlqkYiuRGpEQzPj7e8rEJKldddRUGBgacn5///Oct1zz11FPYsGEDLrjgAlx66aVB8ZmYmMC5556LU045BR/+8Icbx/fv349LLrkEL3/5y/HjH/8YP/rRj/CiF70I5557Lvbv35/Y/rSoh0qO9GsnSd/sh6OeK8VHy7OiKHmgbX5x0DY+O/Is151ao1e1gQgSJJa2fUmpAci6rYpbSvXKK6/ExRdf7Dzn+OOPb/z/9NNP4+yzz8aZZ56Jz33uc0H32LNnDzZs2ICFCxfijjvuaFlo9vbbb8fjjz+Oe+65B4ODg41jhx56KL75zW/iwgsvjLInK1RQUXJBB6HxyPTSB46iKErvoW17cdB+SrZ0qmyn2fjGF27WZFLG8jI4DQkTS9u/crNs2TIsW7Ys6NynnnoKZ599Nk4//XTccsstDQHExcTEBNavX4/R0VH84z/+I8bGxlp+n5ycxODgIAYGBhrH6PvsbPfacy3VSm5oo5kOnRpUHLQsK4qSBdqWdB99tmZPN6aupRU/OjE7qifLWBenkinl4amnnsJZZ52Fo48+Ghs3bsSvfvUr7NixAzt27Gg55+STT8Z9990HoC6mnHPOOdi3bx82bdqEiYmJxjXVOUHx1a9+NX7961/j8ssvxyOPPIKHH34Yb3vb2zA0NISzzz67K7YC6qGi5Ix6qmSDTg1SFEUpL9pudxfth+RHN8s2H9f7HDg6rQH0ZJlLmYjaDqalOvfJOszs2bx5M7Zt24Zt27bhqKOOavmtVqtPM5qZmcHWrVsxOTkJAPjJT36Ce++9FwDatj9+7LHHcOyxx+Lkk0/Gt771LVx77bVYs2YNBgcH8ZKXvAR33nknVqxYkYstIQzUyColMbQ/+MMPPoiFCxcC0EbDRE8+XLqIlrHOouVXUZQkaFvdPbTdzhct23ZyKXvdmvaTkRqVtrz4zN+7dw9e+tIXNrba7RVonAl8B8CCjEPfB+CcnkuzTqMeKjmgDxgzlC7awckGSkctb4qiKMVE2+fuoP2M/NGybSe38tfJtVQydunR8pIF0wCGvWfFh6mkRQUVpePoNKBsUWElf7S8KooSi7bJnUXb6c6g5dpN7uUwT1Elp3lRWZWZIq7NqyiACiqZow+aMNRbJXtUWFEURSkG2g53Du1HdA4t1246Vhal8JFGZch5cZmsy4yKKkoRUUElQ2aqgxjzn6YweEOrnaJsGK7MaqcnI7RMKooSi7a/nUHb586hZdpPV8ujT2Dp0q48eZUbMqf/hJXyLErbb6igohQG9VrJDhVV0qPlUFGUWLTdzRdtlzuPlmk/hSuXBdjWuBPlpn+FFaVoqKCiFA71WskGFVWSoWVOURSlWGi73B20D6GUgQLoRx1iZu6TdZhKWlRQUQqNiivpUFElDi1jiqIkRdva7NE2uTtoWQ5Hy2g73So/g1pslS6hgopSGlRcSYaKKn56pTx1I597Je0UJQ3axmaLtivdQctxHFpO29EypPQjKqgopUTXW1GyoKzlp0gdFhU6lX6nSPWx7Ggb0h20DMejZbUdLUd5M4vsF5HVcpwFKqgopUaFlTDUS6WdMpWZsuSd1kel3yhL3Sw62mZ0By2/ydDy2o6WJaWfUUGlwOTVYPdio6cDOSWUspSRMtfTmepgadJZceMqh/2ex2Wuo0Wh38tQN9Hymwwts+1oWeoUum1yUVFBpSB0soE23atXGkMVVuz0u5dKWcpEr+SR1sVykaTc9bPY0iv1tFv0evkoKlpuk6Nl1oyWKUVRQaUQFKGR5nHohcZRB3MKUZYy0Av1zoR6qxSXPMucKexeKQe9Wlc7Qa+UgbKhZTYdWm7NaLlSlDoqqHSZIjbSFKdeaChVWGml37xUypLvvZ4nKqoUj26UuV5YwLjX62pelDW/y46W13RoubWjZasbzMx9sg5TSYsKKl2k6A11Lw2+dUDXf5Qlv3uljinloCjlrYziSlHSrkyUJW97DS2r6dGya0fLl6K0UpoasXPnTlx00UUYHx/H4sWLcckll2Dv3r3W8x9//HEMDAwYP1/96lcb55l+//KXv5y7PWVpqIcrs6WJqw99APQHvVRmewmtf91lpjpY2DyguBU1foCW31i0He4ORa9HZUHLrh0tX92kmtNHSUtpPFQuuugibN++HZs3b8bMzAze9ra34bLLLsPtt99uPH/lypXYvn17y7HPfe5zuOGGG/Ca17ym5fgtt9yCDRs2NL4vXrw48/iXnV7xVlFPld6mbHnbC3VKKT5lKmdF81wpU9p1myLkVz+iZTQ7tAzb0XKmKHZKIag88sgjuPPOO3H//ffjZS97GQDgpptuwmtf+1ps3LgRRx55ZNs1lUoFy5cvbzl2xx134A1veAMOOeSQluOLFy9uOzdPytpgq6jSG/RKPkr6OU/LQr/XvW5Q5rou496pslPmNOsGWqe7g5bT7NAy7EbLmqK4KUUNueeee7B48eKGmAIA69atw+DgIO69996gMB544AFs2bIFl1xySdtvl19+OZYuXYozzjgDn//851Gr1ZxhTU1NYWJiouXTL/TKQ0cfDr2DupYriplea+fymhrEw+21NMsLane17e08Wk6zQ8uwHy1rRWIGwHTGH12UNgtK4aGyY8cOHH744S3HhoaGsGTJEuzYsSMojE2bNmHVqlU488wzW45/5CMfwate9SrMnz8f3/nOd/Cnf/qn2Lt3L971rndZw7r++utx7bXXxhvSI/SKh4O+LS8/Zc6/XqhDitIttP50ljK3tb2Clvns0PIchpY5RQmjqzXlqquusi4cS5+f//znqe+zf/9+3H777UbvlA9+8IN4+ctfjpe85CV4//vfj/e973244YYbnOFdffXV2L17d+Pz5JNPBselVxrxXrFDHxblpVfKoKLkgbZtShq4B4q2td1DPaeyRctzGFrmFCWOrnqoXHnllbj44oud5xx//PFYvnw5nn322ZbjBw8exM6dO4PWPvna176GyclJvOUtb/Geu3r1alx33XWYmprC6Oio8ZzR0VHrb0r5UE+V8qH5VV60vuWPdoSVULQuFhOtw9mhZTwOLXtFZnbuk3WYSlq6KqgsW7YMy5Yt8563Zs0a7Nq1Cw888ABOP/10AMBdd92F2dlZrF692nv9pk2b8LrXvS7oXlu2bMGhhx6qgkkAvTL1B9BBnqIovUGvtMlKNuhzrVxo/c0OLftxaNlTlOSUYg2VVatWYcOGDbj00kvx2c9+FjMzM7jiiitw4YUXNnb4eeqpp7B27VrcdtttOOOMMxrXbtu2DT/84Q/xz//8z23hfutb38IzzzyD3/md38HY2Bg2b96Mj3/84/jzP//zjtmmKEoc2klSFKWf0Tawt9CBbHZo3UiGlsGyMA2gkkOYSlpKIagAwBe/+EVcccUVWLt2LQYHB3H++efjxhtvbPw+MzODrVu3YnJysuW6z3/+8zjqqKNwzjnntIU5PDyMm2++Ge95z3tQq9Vw4okn4lOf+hQuvfTSXGzoxYZevVSUTqL5oyh2eqUt7me0jesftL5mg9aZdGg5VJT0DNR8ewQrXiYmJrBo0SJs2fIwFi5caD2vVxv9XmuMezWfOGXMs17LlzLmQVb0Wl4WhX4uU2VE60F/ovU0PVp30tOL5XDPnj148YtfiN27d2N8fLzb0ckMGmcCNwKYl3Ho+wG8q+fSrNOUxkNFKS695KWiFBPtPCmKG22Dy4O2Z/2H1s9s0LqTHi2LZaY698k6TCUtKqgoikCn/iiKoihZos+U/kQHr+nRupMdWh4VJR9UUFEUA70uqpTJq6iX86Ef0fxU+gkt7/1JWZ6vRUbrTnZoeewV1EOlqKig0iF6/cFQpgG6Uh56vd4oShZo21tMtP3qP7QupkPrTPZomVSU/FFBRVEs9LqXStHRtFcUpaxo+9U/6IA1HVpX8kHLpaJ0DhVUlMzoRS8VFVW6g6a5ooTRa21uL6DtV++j9S49Wk/yQctmL3MQwEwOYSppUUFFUfoQfeAqiqIoShz67EyPCin5oeVTUbqDCiqK4kG9VDqLprWihKGd5+Kh7VfvofUsG7Ru5IeW0X5BF6UtKiqoKJnSi9N+ABVVOoWmcW+j+av0Mlq+e4de7Md0C60X+aJlVVG6jwoqHUAfJoriR+uJ0kvEdnK1/CtKd9GBabZom5YvWl4VpTiooKIogaiXipIV2hHqLbLIT21fFKWzaDucD9qO5Y+W3X5lGkDWeT+dcXj9idZIJXN6+WGqD7F86OUyo9TppTyeqQ62fLIMVyknvVS+e5k86q3SROtB/mjZVcrC6173Ohx99NEYGxvDihUr8OY3vxlPP/2085oDBw7g8ssvx2GHHYZDDjkE559/Pp555hnjuc8//zyOOuooDAwMYNeuXTlYEI7WSkWJRB9m2aIdMKUsdGIgFhO+1h1FcZOX+Km0MlyZ1faoA2gZ7neqOX3y4eyzz8ZXvvIVbN26FV//+tfx6KOP4j/9p//kvOY973kPvvWtb+GrX/0qfvCDH+Dpp5/GH/7hHxrPveSSS3DaaaflEfVodMqPoiRA3fPTo+mnlIFudGBj2pdeXQhcUZKgdaGz6HO8c2jZVsrGe97znsb/xxxzDK666iqcd955mJmZwfDwcNv5u3fvxqZNm3D77bfjVa96FQDglltuwapVq/DjH/8Yv/M7v9M49zOf+Qx27dqFD33oQ/iXf/mX/I3xoLUzZ/r1YdMPduvDLTn9UD6UJmXL77K90S5b+ipKVqgHSndQj5TOoWVb6QQTExMtn6mpqUzD37lzJ774xS/izDPPNIopAPDAAw9gZmYG69ataxw7+eSTcfTRR+Oee+5pHPu3f/s3fOQjH8Ftt92GwcFi1I1ixEJRSoo+5OLRTlh/Ubb8Lkqd1l2CyoOmfedQAaX7aHlXlG4xm9MHWLlyJRYtWtT4XH/99ZnE+P3vfz8WLFiAww47DE888QS++c1vWs/dsWMHRkZGsHjx4pbjRxxxBHbs2AEAmJqawhvf+EbccMMNOProozOJYxbo00jJjX556JatU9et+OobLaXI6ABNUYqJCijFQJ/hnUfLvNIpnnzySezevbvxufrqq43nXXXVVRgYGHB+fv7znzfO/4u/+Av89Kc/xXe+8x1UKhW85S1vQa1WSxzPq6++GqtWrcKb3vSmxGHkga6hoigZQA897WyY0XTpT8qQ773UYdX1VJReQstyMShDO96LaPlXOsn4+DjGx8e951155ZW4+OKLneccf/zxjf+XLl2KpUuX4gUveAFWrVqFlStX4sc//jHWrFnTdt3y5csxPT2NXbt2tXipPPPMM1i+fDkA4K677sKDDz6Ir33tawDQEGeWLl2K/+//+/9w7bXXem3IAxVUckQfQv3XwVdhpRVNB6XI9GLb1G9trtJbaNktFvoM7w5aDxQzM8h+cslM1NnLli3DsmXLEt1pdrbentjWZzn99NMxPDyM733vezj//PMBAFu3bsUTTzzREGC+/vWvY//+/Y1r7r//fvzxH/8x/tf/+l844YQTEsUrC1RQUZQcKKqw0qmHdNHsVjpPkctAr3dWKe173U6ld9CyWiyK3H73OloXlF7g3nvvxf33349XvOIVOPTQQ/Hoo4/igx/8IE444YSGOPLUU09h7dq1uO2223DGGWdg0aJFuOSSS/De974XS5Yswfj4ON75zndizZo1jR1+pGjy3HPPAQBWrVrVtvZKJ1FBRcmdfn5jyu3uZgelE+mvHbAwer0uaDkoDiqsKEVHy2ax0Pa7u2h9UNxU5z5Zh5k98+fPxze+8Q1cc8012LdvH1asWIENGzbgAx/4AEZHRwEAMzMz2Lp1KyYnJxvXffrTn8bg4CDOP/98TE1NYf369fjbv/3bXOKYJQO1NCvDKADqW00tWrQIW7Y8jIULFwLQh5IJfVC00qkykme6azmPp5frQRnKQ1nSP+u0LIvdZaQM5b5oaHksFlqGi4HWi3Ts2bMHL37xC7F79+6g9UDKAo0zgfcCGM049CkAn+q5NOs06qGiKF3C9ODMslOT9YNZO1yKizKUj37urKq3ilIUtAwWhzK02/2C1gtFKS8qqOSAPqDM9PPUn1CKlj5alrOlaPmbFWUoJ72a9rHwvNI0UTqNlrniUIZ2u1/QeqGE0f1FaRUzKqgoHUVFlXKgHa3s6bVyX6Yy0mtpnxXqtaJ0Ci1jxaFMbbeiKEoZUEElY/RB5UdFleKi5VfxUbYyom2NH/VaUfJEy1T3KVu73U9o/VDCKc+itP2GCioZog+scFRUKRZadvOlF8q6lpHO0c20VnFFyRItQ91F221FUZT8UUFF6RoqqhQD7XDlS5nLeNnLRpnTvgiouKKkQctM9yh7290vaB1RlN5ABRWlq+gc/u6ina58KVu57qXyULa0LzoqrigxaBnpDr3UhiuKItEpP0VFBRWlEKiwovQKZSrDvdr5LlMelBEVVxQXWiY6T6+25b2M1hNF6R1UUFEKhQorSlkpQ5nth053GfKhl1BxReFoGegs/dCmK4pCHET22yYfzDi8/kQFFaWQqLCSP9oRS0+Ry6fmbzkpc76puNLfaJ53jjK3E4qiKL2GCipKodEOulI0ilwO+72TXeS86TdUFFeU7On3Nr5X0HZRUXoLFVSU0qAddKUbFLm8aee6SZHzqZ/R3dz6A83jfNG2XlEUXZS2uKigopQO9VpR8qbo5Uo710qZUDG8t9F8zQ9t6xVFUYqPCipKqVFxJRnaSWunDOVH881MGfIuhF7PXxVWeg/Ny3zo9bZAUZQkTJckzP5Dn4RKzzBcmdVOiBLNTHWwFIMCLdtmypB3SitalhXFjtYPRVGUcqEeKkrPoXP2FR9lKx/awVZ6DW2ny4/mX7ZoO98/hOa11jFFKQcqqCg9ibqWKybKWB60k22njPmpKL2A1r1s0XZeMZFnudA6XEZ0UdqiooKK0tOosKIQZSwD2sm2U8b8dNGPed0rXioz1cG+zD8lPVpulG6hXjKKkh0qqCh9Qa903JVkaN4rSjHRtrl8aH5lg4opxSdpWe+lvPXZou2BoqigUhqybLB6qaGPQTvu/UeZ87tf62kIZc5XpR1tm8uD5lN6tG0vBnmWZQq7H/LaZKO2E3lxEMBADmEqaVFBpcDk1SDJcPuhwSe0494/aD73JpqvitIdtO6lp5/6W0VBy23n4eVc01/pB1RQKSCdbnz4/frhYa+iSu+j+aso5ULbZaXX6Yf+VbfRNqR4qLiSJVUAWaehLkqbBSqoFIgiNDT94qbYz533Xs/bXkDzyEyv1lnNb6Xo9Grd6xRax/NDy2Z5UHFF6VW0NCtGtKFTyoqW3d5E87X3KfOgU8unYqPM5bqIzFQHWz5KORmuzGrdUHoG9VApCEV8KPS6t0o/e6n0KpqfiqIo2aLtanJ6tf/UabQM9i5URzSPQ9ApP0WlNKX3Yx/7GM4880zMnz8fixcvDrqmVqvhQx/6EFasWIF58+Zh3bp1+MUvftFyzs6dO3HRRRdhfHwcixcvxiWXXIK9e/fmYIGdojciRY9fGrSz0zv0cjntdzRv+wdtk4uF1r3kaFlOj3qh9A9aX5QyU5pWanp6GhdccAHe8Y53BF/zl3/5l7jxxhvx2c9+Fvfeey8WLFiA9evX48CBA41zLrroIjz88MPYvHkz/umf/gk//OEPcdlll+VhgqIoiqIoitLj6OAwHb0gpGgZiEfTzMdMTh8lLaWZ8nPttdcCAG699dag82u1Gv76r/8aH/jAB/D6178eAHDbbbfhiCOOwD/8wz/gwgsvxCOPPII777wT999/P172spcBAG666Sa89rWvxcaNG3HkkUfmYgunLA+MmepgzzZ0OvWn/Gj+9S69nre92q72I732nOz1upcXvVQGOo2WOUX75EoZKY2gEstjjz2GHTt2YN26dY1jixYtwurVq3HPPffgwgsvxD333IPFixc3xBQAWLduHQYHB3HvvffiD/7gD4xhT01NYWpqqvF99+7dAJBoqlDZGo1e7SiULR/S0It52Gv514t5lJRey1uJ5nU7Zc7zXsrPMudDtxiuzOKA/zRF0ItlrZfagm6QpEzQOKxWq2UdnYJwsCRh9h89K6js2LEDAHDEEUe0HD/iiCMav+3YsQOHH354y+9DQ0NYsmRJ4xwT119/fcNjhrN6zZq00VYURVEURVEURVESsGfPHixatKjb0ciMkZERLF++HDt2fDeX8JcvX46RkZFcwu4XuiqoXHXVVfjkJz/pPOeRRx7BySef3KEYhXH11Vfjve99b+P7rl27cMwxx+CJJ57oqQpcJiYmJrBy5Uo8+eSTGB8f73Z0+hbNh+6jedB9NA+KgeZD99E8KAaaD91H8yB/arUa9uzZ05ElGzrJ2NgYHnvsMUxPT+cS/sjICMbGxnIJu1/oqqBy5ZVX4uKLL3aec/zxxycKe/ny5QCAZ555BitWrGgcf+aZZ/DiF7+4cc6zzz7bct3Bgwexc+fOxvUmRkdHMTo62nZ80aJF2kh2mfHxcc2DAqD50H00D7qP5kEx0HzoPpoHxUDzoftoHuRLr77YHhsbU9GjwHRVUFm2bBmWLVuWS9jHHXccli9fju9973sNAWViYgL33ntvY6egNWvWYNeuXXjggQdw+umnAwDuuusuzM7OYvXq1bnES1EURVEURVEURVGU8lOaVaCeeOIJbNmyBU888QSq1Sq2bNmCLVu2tCwEe/LJJ+OOO+4AAAwMDODd7343PvrRj+If//Ef8eCDD+Itb3kLjjzySJx33nkAgFWrVmHDhg249NJLcd999+FHP/oRrrjiClx44YU95y6mKIqiKIqiKIqiKEp2lGZR2g996EP4whe+0Pj+kpe8BADw/e9/H2eddRYAYOvWrY0ddwDgfe97H/bt24fLLrsMu3btwite8QrceeedLS5TX/ziF3HFFVdg7dq1GBwcxPnnn48bb7wxKm6jo6O45pprjNOAlM6geVAMNB+6j+ZB99E8KAaaD91H86AYaD50H80DReldBmq9u7eUoiiKoiiKoiiKoihKLpRmyo+iKIqiKIqiKIqiKEpRUEFFURRFURRFURRFURQlEhVUFEVRFEVRFEVRFEVRIlFBRVEURVEURVEURVEUJRIVVAzcfPPNOPbYYzE2NobVq1fjvvvuc57/1a9+FSeffDLGxsZw6qmn4p//+Z9bfq/VavjQhz6EFStWYN68eVi3bh1+8Ytf5GlCTxCTD//tv/03/O7v/i4OPfRQHHrooVi3bl3b+RdffDEGBgZaPhs2bMjbjFITkwe33nprW/ryHbUArQtJicmHs846qy0fBgYGcO655zbO0boQxw9/+EP8/u//Po488kgMDAzgH/7hH7zX3H333XjpS1+K0dFRnHjiibj11lvbzol91vQzsXnwjW98A69+9auxbNkyjI+PY82aNfj2t7/dcs6HP/zhtnpw8skn52hFuYnNg7vvvtvYFu3YsaPlPK0HccTmg6m9HxgYwAtf+MLGOVoX4rj++uvx27/921i4cCEOP/xwnHfeedi6dav3Oh0vKEpvooKK4H/8j/+B9773vbjmmmvwk5/8BL/1W7+F9evX49lnnzWe/6//+q944xvfiEsuuQQ//elPcd555+G8887DQw891DjnL//yL3HjjTfis5/9LO69914sWLAA69evx4EDBzplVumIzYe7774bb3zjG/H9738f99xzD1auXIlzzjkHTz31VMt5GzZswPbt2xufL33pS50wp5TE5gEAjI+Pt6TvL3/5y5bftS7EE5sP3/jGN1ry4KGHHkKlUsEFF1zQcp7WhXD27duH3/qt38LNN98cdP5jjz2Gc889F2effTa2bNmCd7/73Xj729/eMqBPUr/6mdg8+OEPf4hXv/rV+Od//mc88MADOPvss/H7v//7+OlPf9py3gtf+MKWevC///f/ziP6PUFsHhBbt25tSePDDz+88ZvWg3hi8+Fv/uZvWtL/ySefxJIlS9qeCVoXwvnBD36Ayy+/HD/+8Y+xefNmzMzM4JxzzsG+ffus1+h4QVF6mJrSwhlnnFG7/PLLG9+r1WrtyCOPrF1//fXG89/whjfUzj333JZjq1evrv2X//JfarVarTY7O1tbvnx57YYbbmj8vmvXrtro6GjtS1/6Ug4W9Aax+SA5ePBgbeHChbUvfOELjWNvfetba69//euzjmrPEpsHt9xyS23RokXW8LQuJCNtXfj0pz9dW7hwYW3v3r2NY1oXkgOgdscddzjPed/73ld74Qtf2HLsj/7oj2rr169vfE+br/1MSB6YOOWUU2rXXntt4/s111xT+63f+q3sItZHhOTB97///RqA2q9//WvrOVoP0pGkLtxxxx21gYGB2uOPP944pnUhHc8++2wNQO0HP/iB9RwdLyhK76IeKozp6Wk88MADWLduXePY4OAg1q1bh3vuucd4zT333NNyPgCsX7++cf5jjz2GHTt2tJyzaNEirF692hpmv5MkHySTk5OYmZnBkiVLWo7ffffdOPzww3HSSSfhHe94B55//vlM494rJM2DvXv34phjjsHKlSvx+te/Hg8//HDjN60L8WRRFzZt2oQLL7wQCxYsaDmudSE/fM+FLPJViWN2dhZ79uxpeyb84he/wJFHHonjjz8eF110EZ544okuxbB3efGLX4wVK1bg1a9+NX70ox81jms96A6bNm3CunXrcMwxx7Qc17qQnN27dwNAW/vC0fGCovQuKqgwnnvuOVSrVRxxxBEtx4844oi2Ob/Ejh07nOfT35gw+50k+SB5//vfjyOPPLLlwbRhwwbcdttt+N73vodPfvKT+MEPfoDXvOY1qFarmca/F0iSByeddBI+//nP45vf/Cb+/u//HrOzszjzzDPxH//xHwC0LiQhbV2477778NBDD+Htb397y3GtC/liey5MTExg//79mbRxShwbN27E3r178YY3vKFxbPXq1bj11ltx55134jOf+Qwee+wx/O7v/i727NnTxZj2DitWrMBnP/tZfP3rX8fXv/51rFy5EmeddRZ+8pOfAMjmWa/E8fTTT+Nf/uVf2p4JWheSMzs7i3e/+914+ctfjhe96EXW83S8oCi9y1C3I6AoWfOJT3wCX/7yl3H33Xe3LIp64YUXNv4/9dRTcdppp+GEE07A3XffjbVr13Yjqj3FmjVrsGbNmsb3M888E6tWrcLf/d3f4brrrutizPqXTZs24dRTT8UZZ5zRclzrgtJP3H777bj22mvxzW9+s2X9jte85jWN/0877TSsXr0axxxzDL7yla/gkksu6UZUe4qTTjoJJ510UuP7mWeeiUcffRSf/vSn8d//+3/vYsz6ly984QtYvHgxzjvvvJbjWheSc/nll+Ohhx7SNWcUpY9RDxXG0qVLUalU8Mwzz7Qcf+aZZ7B8+XLjNcuXL3eeT39jwux3kuQDsXHjRnziE5/Ad77zHZx22mnOc48//ngsXboU27ZtSx3nXiNNHhDDw8N4yUte0khfrQvxpMmHffv24ctf/nJQZ1jrQrbYngvj4+OYN29eJvVLCePLX/4y3v72t+MrX/lKm7u9ZPHixXjBC16g9SBHzjjjjEb6aj3oLLVaDZ///Ofx5je/GSMjI85ztS6EccUVV+Cf/umf8P3vfx9HHXWU81wdLyhK76KCCmNkZASnn346vve97zWOzc7O4nvf+17Lm3fOmjVrWs4HgM2bNzfOP+6447B8+fKWcyYmJnDvvfdaw+x3kuQDUF8d/brrrsOdd96Jl73sZd77/Md//Aeef/55rFixIpN49xJJ84BTrVbx4IMPNtJX60I8afLhq1/9KqampvCmN73Jex+tC9niey5kUb8UP1/60pfwtre9DV/60pdatg23sXfvXjz66KNaD3Jky5YtjfTVetBZfvCDH2Dbtm1BIrvWBTe1Wg1XXHEF7rjjDtx111047rjjvNfoeEFRephur4pbNL785S/XRkdHa7feemvt3/7t32qXXXZZbfHixbUdO3bUarVa7c1vfnPtqquuapz/ox/9qDY0NFTbuHFj7ZFHHqldc801teHh4dqDDz7YOOcTn/hEbfHixbVvfvObtZ/97Ge117/+9bXjjjuutn///o7bVxZi8+ETn/hEbWRkpPa1r32ttn379sZnz549tVqtVtuzZ0/tz//8z2v33HNP7bHHHqt997vfrb30pS+t/eZv/mbtwIEDXbGx6MTmwbXXXlv79re/XXv00UdrDzzwQO3CCy+sjY2N1R5++OHGOVoX4onNB+IVr3hF7Y/+6I/ajmtdiGfPnj21n/70p7Wf/vSnNQC1T33qU7Wf/vSntV/+8pe1Wq1Wu+qqq2pvfvObG+f/+7//e23+/Pm1v/iLv6g98sgjtZtvvrlWqVRqd955Z+McX74qrcTmwRe/+MXa0NBQ7eabb255JuzatatxzpVXXlm7++67a4899ljtRz/6UW3dunW1pUuX1p599tmO21cGYvPg05/+dO0f/uEfar/4xS9qDz74YO3P/uzPaoODg7Xvfve7jXO0HsQTmw/Em970ptrq1auNYWpdiOMd73hHbdGiRbW77767pX2ZnJxsnKPjBUXpH1RQMXDTTTfVjj766NrIyEjtjDPOqP34xz9u/PbKV76y9ta3vrXl/K985Su1F7zgBbWRkZHaC1/4wtr//J//s+X32dnZ2gc/+MHaEUccURsdHa2tXbu2tnXr1k6YUmpi8uGYY46pAWj7XHPNNbVarVabnJysnXPOObVly5bVhoeHa8ccc0zt0ksv1U6bh5g8ePe7390494gjjqi99rWvrf3kJz9pCU/rQjJi26Sf//znNQC173znO21haV2Ih7Z/lR9K97e+9a21V77ylW3XvPjFL66NjIzUjj/++Nott9zSFq4rX5VWYvPgla98pfP8Wq2+lfWKFStqIyMjtd/4jd+o/dEf/VFt27ZtnTWsRMTmwSc/+cnaCSecUBsbG6stWbKkdtZZZ9XuuuuutnC1HsSRpD3atWtXbd68ebXPfe5zxjC1LsRhSn8ALe28jhcUpX8YqNVqtdzcXxRFURRFURRFURRFUXoQXUNFURRFURRFURRFURQlEhVUFEVRFEVRFEVRFEVRIlFBRVEURVEURVEURVEUJRIVVBRFURRFURRFURRFUSJRQUVRFEVRFEVRFEVRFCUSFVQURVEURVEURVEURVEiUUFFURRFURRFURRFURQlEhVUFEVRFEVRFEVRFEVRIlFBRVEURVEURVEURVEUJRIVVBRFURRFURRFURRFUSJRQUVRFEVRFEVRFEVRFCUSFVQURVEUpU95/PHHMTAw0PY566yzuh01RVEURVGUwjPU7QgoiqIoitIdVq5cie3btze+79ixA+vWrcPv/d7vdTFWiqIoiqIo5WCgVqvVuh0JRVEURVG6y4EDB3DWWWdh2bJl+OY3v4nBQXViVRRFURRFcaEeKoqiKIqi4I//+I+xZ88ebN68WcUURVEURVGUAFRQURRFUZQ+56Mf/Si+/e1v47777sPChQu7HR1FURRFUZRSoFN+FEVRFKWP+frXv443vvGN+Jd/+ResXbu229FRFEVRFEUpDSqoKIqiKEqf8tBDD2H16tV473vfi8svv7xxfGRkBEuWLOlizBRFURRFUYqPCiqKoiiK0qfceuuteNvb3tZ2/JWvfCXuvvvuzkdIURRFURSlRKigoiiKoiiKoiiKoiiKEoku468oiqIoiqIoiqIoihKJCiqKoiiKoiiKoiiKoiiRqKCiKIqiKIqiKIqiKIoSiQoqiqIoiqIoiqIoiqIokaigoiiKoiiKoiiKoiiKEokKKoqiKIqiKIqiKIqiKJGooKIoiqIoiqIoiqIoihKJCiqKoiiKoiiKoiiKoiiRqKCiKIqiKIqiKIqiKIoSiQoqiqIoiqIoiqIoiqIokaigoiiKoiiKoiiKoiiKEsn/D1ZH/wmHtgsyAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u = wave.create_input({0 : 1.0})\n", "field = st.calculate_fields(u1=u, x=x, z=z)\n", "fig, axp = plt.subplots(1,1, figsize=(14,6))\n", "_ = axp.contourf(z, x, np.squeeze(field['Ey']), cmap='seismic', levels=201)\n", "axp.contourf(z, x, np.squeeze(eps['eps']), cmap='Greys', alpha=0.2)\n", "axp.set_xlabel('z'), axp.set_ylabel('x'), fig.colorbar(_, ax=axp).set_label('Ey'), axp.set_title('Field')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(Text(0.5, 0, 'z'), Text(0, 0.5, 'x'), None, Text(0.5, 1.0, 'Field'))" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "u = wave.create_input({1 : 1.0})\n", "field = st.calculate_fields(u1=u, x=x, z=z)\n", "fig, axp = plt.subplots(1,1, figsize=(14,6))\n", "_ = axp.contourf(z, x, np.squeeze(field['Ex']), cmap='seismic', levels=101)\n", "axp.contourf(z, x, np.squeeze(eps['eps']), cmap='Greys', alpha=0.2)\n", "axp.set_xlabel('z'), axp.set_ylabel('x'), fig.colorbar(_, ax=axp).set_label('Ex'), axp.set_title('Field')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sweep over truncation order" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def calc(Nx):\n", " cr.slab(n_core**2.0, n_clad**2.0, n_air**2.0, s/ax)\n", " wave = A_FMM.Layer(Nx,0,cr)\n", " cr.slab(n_air**2.0, n_clad**2.0, n_air**2.0, s/ax)\n", " gap=A_FMM.Layer(Nx,0,cr) \n", " mat = [wave, gap, wave, gap, wave]\n", " dl = [x/ax for x in [1.0,d,d,d,1.0]]\n", " st = A_FMM.Stack(mat, dl)\n", " st.count_interface()\n", " st.transform(0.7, complex_transform=True)\n", " st.solve(ax/lam)\n", " return st.get_R(0,0), st.get_R(1,1)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "NX = [10,20,30,40,50,60,70,80,100, 110, 120, 130, 140, 150, 160, 170, 180, 190, 200, 210, 220, 230, 240]\n", "RR = [calc(Nx) for Nx in NX]\n", "Data = pd.DataFrame(RR, index=NX, columns=['TE', 'TM'])" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(None,\n", " None,\n", " Text(0.5, 0, 'Truncation Order'),\n", " Text(0, 0.5, '$|R-R_0|$'),\n", " ,\n", " None)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axp = plt.subplots(1,1, figsize=(14, 6))\n", "plt.plot(NX, abs(Data['TE']-0.3952113445) , label='TE')\n", "plt.plot(NX, abs(Data['TM']-0.3554787) , label='TM')\n", "plt.yscale('log'), plt.xscale('log'), plt.xlabel('Truncation Order'), plt.ylabel(r'$|R-R_0|$'), plt.legend(), plt.grid()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3.10.8 64-bit", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" }, "vscode": { "interpreter": { "hash": "97cc609b13305c559618ec78a438abc56230b9381f827f22d070313b9a1f3777" } } }, "nbformat": 4, "nbformat_minor": 4 }