diff --git a/code_new/NR_dynesty_t0_loop_test.ipynb b/code_new/NR_dynesty_t0_loop_test.ipynb
index 2c59cd445ed5bf7ea4d545e4f2de382e4cc7d3a6..61ef1be211f75b3e937cee04097bb31f141ed2fd 100644
--- a/code_new/NR_dynesty_t0_loop_test.ipynb
+++ b/code_new/NR_dynesty_t0_loop_test.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 95,
+   "execution_count": 194,
    "metadata": {},
    "outputs": [
     {
@@ -11,7 +11,7 @@
        "'Generate ringdown templates in the time and perform parameter estimation on them.\\n'"
       ]
      },
-     "execution_count": 95,
+     "execution_count": 194,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -47,7 +47,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 96,
+   "execution_count": 252,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -78,6 +78,7 @@
     "import os\n",
     "import csv\n",
     "import argparse\n",
+    "import pickle\n",
     "import scipy.optimize as optimization\n",
     "from scipy.optimize import minimize\n",
     "from scipy.interpolate import interp1d\n",
@@ -88,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 97,
+   "execution_count": 196,
    "metadata": {},
    "outputs": [
     {
@@ -96,7 +97,7 @@
      "output_type": "stream",
      "text": [
       "usage: ipykernel_launcher.py [-h] [-c CONFIG_FILE]\n",
-      "ipykernel_launcher.py: error: unrecognized arguments: -f /home/francisco.jimenez/.local/share/jupyter/runtime/kernel-3e87e9ca-0b67-46f9-817b-1a75629cdd05.json\n"
+      "ipykernel_launcher.py: error: unrecognized arguments: -f /home/francisco.jimenez/.local/share/jupyter/runtime/kernel-7ca78359-2393-4c35-8017-6d70ce18aec6.json\n"
      ]
     }
    ],
@@ -112,14 +113,14 @@
     "    parser.sections()\n",
     "except SystemExit: \n",
     "    parser = ConfigParser()\n",
-    "    parser.read('config_n1.ini')\n",
+    "    parser.read('config_q10_fixed_m_af.ini')\n",
     "    parser.sections()\n",
     "    pass"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 98,
+   "execution_count": 197,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -146,7 +147,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 99,
+   "execution_count": 198,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -158,7 +159,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 100,
+   "execution_count": 199,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -169,7 +170,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 101,
+   "execution_count": 200,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -186,7 +187,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 102,
+   "execution_count": 201,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -201,18 +202,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 103,
+   "execution_count": 202,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "model: w-tau\n",
-      "nmax: 1\n",
+      "model: w-tau-fixed-m-af\n",
+      "nmax: 0\n",
       "tshift: 10.0\n",
       "error: True\n",
-      "error value: 0.002\n"
+      "error value: \n"
      ]
     }
    ],
@@ -220,6 +221,7 @@
     "# model\n",
     "model=parser.get('rd-model','model')\n",
     "error_str = eval(parser.get('rd-model','error_str'))\n",
+    "fitnoise=eval(parser.get('rd-model','fit_noise'))\n",
     "if error_str:\n",
     "    error_val=np.float(parser.get('rd-model','error_val'))\n",
     "    if error_val==0:\n",
@@ -245,14 +247,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 104,
+   "execution_count": 203,
    "metadata": {},
    "outputs": [],
    "source": [
     "if error_str:\n",
-    "    output_folder_1=output_folder+'/'+model+'-nmax'+str(nmax)+'_'+str(error_str)+'_'+str(error_type)\n",
+    "    output_folder_1=output_folder+'/'+model+'-nmax'+str(nmax)+'_'+str(error_str)+'_'+str(error_type)+'_fitnoise_'+str(fitnoise)\n",
     "else:\n",
-    "    output_folder_1=output_folder+'/'+model+'-nmax'+str(nmax)+'_'+str(error_str)\n",
+    "    output_folder_1=output_folder+'/'+model+'-nmax'+str(nmax)+'_'+str(error_str)+'_fitnoise_'+str(fitnoise)\n",
     "\n",
     "if not os.path.exists(output_folder_1):\n",
     "    os.mkdir(output_folder_1)\n",
@@ -261,7 +263,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 105,
+   "execution_count": 253,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -269,12 +271,13 @@
     "corner_plot_extra=output_folder_1+'/Dynesty_'+str(simulation_number)+'_'+model+'_nmax='+str(nmax)+'_tshift='+str(tshift)+'_'+str(npoints)+'corner_plot_extra.png'\n",
     "diagnosis_plot=output_folder_1+'/Dynesty_diagnosis'+str(simulation_number)+'_'+model+'_nmax='+str(nmax)+'_tshift='+str(tshift)+'_'+str(npoints)+'.png'\n",
     "fit_plot=output_folder_1+'/Fit_results_'+str(simulation_number)+'tshift_'+str(tshift)+'_'+model+'_nmax_'+str(nmax)+'.png'\n",
-    "samples_file=output_folder_1+'/posterior_samples-'+str(simulation_number)+'tshift_'+str(tshift)+'_'+model+'_nmax_'+str(nmax)+'.csv'"
+    "samples_file=output_folder_1+'/posterior_samples-'+str(simulation_number)+'tshift_'+str(tshift)+'_'+model+'_nmax_'+str(nmax)+'.csv'\n",
+    "results_file=output_folder_1+'/results_'+str(simulation_number)+'tshift_'+str(tshift)+'_'+model+'_nmax_'+str(nmax)+'.pkl'"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 106,
+   "execution_count": 205,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -284,7 +287,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 107,
+   "execution_count": 250,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -309,6 +312,10 @@
     "    timemax=y[index,0]\n",
     "    return timemax\n",
     "\n",
+    "def save_object(obj, filename):\n",
+    "    with open(filename, 'wb') as output:  # Overwrites any existing file.\n",
+    "        pickle.dump(obj, output, pickle.HIGHEST_PROTOCOL)\n",
+    "\n",
     "\n",
     "def EasyMatchT(t,h1,h2,tmin,tmax):\n",
     "    \"\"\" It computes the time-domain match for (h1|h2)  complex waveforms.\n",
@@ -454,7 +461,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 108,
+   "execution_count": 207,
    "metadata": {},
    "outputs": [
     {
@@ -463,7 +470,7 @@
        "63.06696573169859"
       ]
      },
-     "execution_count": 108,
+     "execution_count": 207,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -474,7 +481,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 109,
+   "execution_count": 208,
    "metadata": {},
    "outputs": [
     {
@@ -483,7 +490,7 @@
        "62.01736729460423"
       ]
      },
-     "execution_count": 109,
+     "execution_count": 208,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -494,7 +501,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 110,
+   "execution_count": 254,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -553,7 +560,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 111,
+   "execution_count": 255,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -586,7 +593,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 112,
+   "execution_count": 256,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -602,7 +609,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 113,
+   "execution_count": 257,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -660,12 +667,28 @@
     "    priors_min = np.concatenate((a_mins,ph_mins,mass_min,spin_min))\n",
     "    priors_max = np.concatenate((a_maxs,ph_maxs,mass_max,spin_max))\n",
     "    prior_dim = len(priors_min)\n",
-    "    priors=np.column_stack((priors_min,priors_max))\n"
+    "    priors=np.column_stack((priors_min,priors_max))\n",
+    "\n",
+    "\n",
+    "if fitnoise:\n",
+    "    l_int=1\n",
+    "    index_mass=-3\n",
+    "    index_spin=-2\n",
+    "    priors_fit_min=[np.float(parser.get('prior-noise','noise_min'))]\n",
+    "    priors_fit_max=[np.float(parser.get('prior-noise','noise_max'))]\n",
+    "    priors_min = np.concatenate((priors_min,priors_fit_min))\n",
+    "    priors_max = np.concatenate((priors_max,priors_fit_max))\n",
+    "    priors=np.column_stack((priors_min,priors_max))\n",
+    "    prior_dim = len(priors_min)\n",
+    "else: \n",
+    "    index_mass=-2\n",
+    "    index_spin=-1\n",
+    "    l_int=0"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 114,
+   "execution_count": 258,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -680,22 +703,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 115,
+   "execution_count": 215,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.legend.Legend at 0x7f18fb395dd0>"
+       "<matplotlib.legend.Legend at 0x7f661b3edb10>"
       ]
      },
-     "execution_count": 115,
+     "execution_count": 215,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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\n",
+      "image/png": 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nnMGiRYsIhUJs2bKFefPmARCJRFi9ejUf+9jHOPHEEwHIy8vjoosu4uyzz6a6upq6ujruvvtuli9fzmuvvcbRR6eePXfnnXdSVFSUtC0/P581a9ZgrcUYw+7du2lsbKSgoIA33niDyZMnA9DR0cGXv/xlfv7zn7N27VoKCgoA2LRpE88991zifM3NzezYsYPKykpeffXVxPu44IILmDt3Lo899hjLli0b6mUeEaPdc/4QcCFwL7AJJ3D/yhhzmrX2jwMcdw5wNVAHvAssHGDfO4F/Ah4A1gIXAI8ZY6LW2ieGOX7PaQ+WQ8du6OzkvVAxkbAlEFTfuYiIyKj5xS9yPYJk55035EN6qtUDVc5Xr17N3LlzWbVqFQcOHEhsP/LIIwHYvHkzZ5xxBrW1tQA0NDQkQu3DDz/M5s2bk1aCWbZsWVLAPf/88znvvPNYunQpX/nKV3j00UdTjsMdzA8dOkQ0GmXSpEl0d3f3ez933HFHIpgDlJeXA3DvvfcmgjlAWVkZeXl5ia/XrVsHwC233JJ4DwAzZ85k9uzZSW08Y23Uwnm8+v1J4B+ttffGt/0UWAd8A/jgAIf/K/ANa22nMeZe0oRzY8wM4IvAd621N8S3PQj8DrjbGPOUtTY2Im/IA2IxiIYt+R2HCHUbbKibHfUHmXNiVa6HJiIiIh422EotoVCIZ555ho6ODmpqalLuU1bm3K180aJFgBPOzz33XMLhMHfccQcXX3zxgJV5gOOPP54zzzyT559P3UQRiUR46KGH+P73v88777xDZ2dn4rmFCxcm+uXr6+sxxnBen29UNmzYwJQpUzjllFOStq9fvz6pUt8T7i+77LJ+Y7DWUlxc3G/7WBnNyvlFQBh4sGeDtbbLGPMj4E5jzDRr7e5UB1pr92b4GhcAQeAHrmOtMeZfgX8H3gf8Kcvxe057O9hDTZSWGkKNAJZdr+5UOBcREZEB1dXVMXPmTCoqKlI+v3nzZjo6Ovja177GySefnHKfpUuXAlBZWcnUqVMTa5X/+Mc/Zvv27Tz77LMZjWXmzJlpw/mll17K008/zZVXXskXvvAFqqurCQaDXH311UnBv66ujtmzZ1NVlZyB3nrrLZYsWdJv0mt9fT2XX3554ut169ZRU1PD1KlTk/Y7ePAgW7du7dffPpZGM5wvARqstX1vZfkqYIATgJThfIiv0WKt3ZDiNXqeP6zCOZ2dlJQZDjRaAPZu0ootIiIioyqLNhKvqa+v59RTT037fE+Fura2ljPPPHPQ89XW1tLQ0EB3dzd33nknl112GQsWLMhoLJs3b05qRelRV1fH448/zv3338+1116b2P7uu++ydetWPv3pTye9n1Q/Bairq+Ozn/1s0rZdu3Zx8ODBpP3XrVuH3+/vd/wPf/hDrLU5XfpxNFdrmUbq8N2zbSRWn58G7MnmNYwx1xhj1hpj1u7fv38EhjL6QiGccF7R+z3V/h1duRuQiIiIeN62bdtoamoasOVk/vz5GGN48skn+z3X3d1Nc3Nz0rZFixbR0NDAmjVr2LNnD7fddlu/41Llqz/84Q+88MILrFixot9zO3bsAEjqAQ+FQlx11VVAb0tONBpl/fr1/cL51q1baWlp6be9p4XF/f7XrVvHnj172Lx5c9Lrf/vb3+biiy9OO1l1LIxm5bwQCKXY3uV6PmevYa19AGcSKUuXLrUjMJZRFwo5vxWWBPD7wkRj0NEapaOpm6KKvEGPFxERkYmnp998w4YN3HXXXf2ev/rqq6mqquKqq65izZo1NDc3s2LFCsLhMBs3buSJJ57gueeeS0y2BKdy3tjYyO23386qVasSk0bdLr74YoqKili2bBnV1dWsW7eOBx54gOrqam6//fZ++y9ZsoTCwkKuu+46rr/+etra2nj44YfJz88HesP5xo0b6erq6hfC33rrraT9etTX1+Pz+RK98j0rvSxevJiPfvSj/MM//AMtLS1873vfo6ysjO9973uZXtpRMZrhvBPIT7G9wPX8eHgNz+juikE0ivH7KC62tLQaurvh4JZmipb0//GQiIiISE/l+KmnnuKpp55Kes7n8yXW/77vvvuYPXs2jzzyCL/5zW8oKSlh/vz5XHfddSxcmLw2R0/QbW1t5dZbb035uitXruTRRx/lnnvuoaWlhZqaGi655BJuv/12Zs2a1W//adOm8dhjj3HTTTdx0003ccwxx3Dbbbexdu1atmzZwpw5c5LeT98QXldXR15eXr+x1tfXc9RRRyVWgelZqeUnP/kJ999/P7fccgt+v59zzz2Xb33rW/362MeasXZ0isbGmP8FplhrF/fZ/rfAc8A51tpfZXCee4HrU61zboxZA3zCWlveZ/tROEs3ft5a+6+DvcbSpUvt2rVrB9st515/JcSuXznfFe7c2MHOnZZ8f4QLrpvNcRfm7scvIiIih4v169dzzDHH5HoYMoq+853v8KUvfYn29naCweCInnuwz48x5nVr7dKBzjGaPedvAguNMSV9tvesbfPWCL1GmTGmbzI9xfX8YSPUFk48Lilz/uqi1sfBrS25GpKIiIjIuFJfX8+8efNGPJiPlNEM50/gLHN4Vc+G+B1DVwEvW2t3xbfNMsYMdJOhgfw3znKNn3e9hgE+C2wD/pzleT2pu6138f2SSqcjKRrz0bq3g2hkXLTNi4iIiOTUunXrPP3TkVHrObfW/tkY83Pgm8aYaTh3+vwUMBvnTqE9fgqchrO8IgDGmNlAz2KU74tv62loesta+4v4a+yIt73caIwpwLlD6Ergb4CLD6cbEAGE2iOJx/68AIX5XXSGDJFQlOYdrUyaU5bD0YmIiIh4m7WWv/71r3z4wx/O9VDSGs0JoQBXAKvjf1YCdTi95i8PctyR8ePcer5+GHDfR/efgEPAZ3Cq8huAS6y1jw9v6N4T7uwN5/nBGMUlhs4QRMIxmhTORURERAZkjKGtre8teLxlVMO5tbYLuCn+K90+H0qx7UVclfRBXiMGfD3+67AViYCNRAHw+6wTzkt9HGiMEQlbmnZ25HiEIiIiIjJco9lzLiMoEun5DQJ+S7DAT3FpfFJoBJp2H1arRoqIiIhMSArn40QkAsScFvqAL0awJJ+i8gAGiHTHaD/YRTh0WLXYi4iIiEw4CufjRDhMonIeDFiCJfn4An4KCyzRKGChaZuWVBQREREZzxTOx4lIBJwUDkG/UzkHKC41hMPOMopN21tzNTwRERERGQEK5+NEOEwinAf8lmBpAQAlpT5i8TXOm3ZrUqiIiIjIeKZwPk64K+cBvyVQHK+cl/mJRXvCeVeuhiciIiIiI0DhfJxwV86DgVginBeWBrDWCeddzaGkGxWJiIiIyPiicD5ORMK2t3Lus/iLnHBu/D4KC3v306RQERERkfFL4XyciHT1VsSD+T4CBb33jyoqAuLV86Yd3r7rlYiIiIikp3A+TkRC0cTjQL6fQNCAz/nrKygJJsJ5syaFioiIiIyYgwcPYozhX//1X8fk9RTOx4lod2849wd9BAKA3w84fec9Nyhq3qtJoSIiItLfk08+iTGGp59+ekxe78UXX8QYk/JXQ0PDmIxhJNTX1wNw3HHHjcnrBQbfRbzA3dbizw84uTxeOQ8WBYl2RokRoKulm+7OKHmF/hyNVERERLyorq4OgMWLF4/p695www2cdNJJSdumT58+pmMYjp5wfuyxx47J6ymcjxNJlfM8f1LlPGoClFdGORRvN2/e0crk+RVjP0gRERHxrLq6OkpKSpg7d+6Yvu5pp53GypUrR/11QqEQ+fn5I37edevWccQRR1BRUTHi505FbS3jRDQcSzzu29YSiRrKJvV+n9W8U5NCRUREJFldXR3HHnssxpgB93v++edZsWIFZWVlVFVVceGFF7J9+/bE82eddVbKKnI0GmXBggWcc845/Z5rbW0lEhl8uedwOExDQwO7d+8ecL/TTz+dM844gxdeeIHly5dTUFDAv/zLv2T8HgDefvttrrnmGubPn09RURHTp09n1apVNDY2Ju1XX18/ZlVzUDgfN9zhPJDnc3J5T+U8ZiivDiae16RQERERcWtra2PLli2DtrQ88MADnHXWWeTl5fH1r3+dL37xi7z88sucffbZiXBdW1vLpk2biEajScc+8sgjbNiwgTvuuCNp++WXX05ZWRmFhYV8+MMfTrSJpLJz506OOeYY/vmf/3nAcdbX17Nr1y4+/vGPc9ppp3Hvvfdy/vnnZ/weAB588EG2b9/OqlWruO+++1i5ciU/+9nP+MxnPpP0Wm+//faY9ZuD2lrGjUjYJh778/wY41TQe/5ZFFflA84HTpNCRURERs4vfpHrESQ777yhH1NfX4+1dsCQWVdXx7XXXstdd93FzTffnNi+fPlyTjvtNF566SXOOOMMFi1aRCgUYsuWLcybNw+ASCTC6tWr+djHPsaJJ54IQF5eHhdddBFnn3021dXV1NXVcffdd7N8+XJee+01jj766KG/EWD37t00NjYSiURYu3ZtYgxDeQ8Ad955J0VFRUnnzs/PZ82aNVhrMcawbds2mpubx7RyrnA+TiS1teQ5FfNA0CTCeVFlAca0Ya2h/WCISHeMQJ5+MCIiIiK9kxoHqpyvXr2auXPnsmrVKg4cOJDYfuSRRwKwefNmzjjjDGprawFoaGhIBOOHH36YzZs3J60Es2zZMpYtW5b4+vzzz+e8885j6dKlfOUrX+HRRx/tN4Y5c+Yk7nw+2Hv58pe/nBTMh/IegKRgfujQIaLRKJMmTaK7uzuxfd26dcDYrdQCCufjRt+ec3DWOw/Ft1kMpRUBWg5FwVqad7VTNac0ByMVERERrxlspZZQKMQzzzxDR0cHNTU1KfcpKysDYNGiRYATzs8991zC4TB33HEHF1988aAh9vjjj+fMM8/k+eefz/atJML5Jz7xiazfQyQS4aGHHuL73/8+77zzDp2dnYl9Fi5cmOjLr6+vx+/3c8wxx2Q93qFSOB8nUlXOe0I6ODcpKp+ST8shp9+8eUerwrmIiMgIyKaNxGvq6uqYOXNm2hVHNm/eTEdHB1/72tc4+eSTU+6zdOlSACorK5k6dWpirfIf//jHbN++nWeffTajscycOXNY4byuro45c+ZwxBFHZP0eLr30Up5++mmuvPJKvvCFL1BdXU0wGOTqq69O+gajvr6eefPmUVBQkPV4h0rhfByIxcBGnXDuMxZfMN7Wkt+7lnkkFKV8WjHbG+LhXJNCRUREJK6+vp5TTz017fM9lePa2lrOPPPMQc9XW1tLQ0MD3d3d3HnnnVx22WUsWLAgo7Fs3ryZyZMnZzbwFOrr61P+BCDT91BXV8fjjz/O/fffz7XXXpvY/u6777J161Y+/elPJ7atW7duTFtaQKu1jAvRKIk7gPp9FmcdxeTKebQ7Svn04sTXLXs7EREREdm2bRtNTU0Dhsz58+djjOHJJ5/s91x3dzfNzc1J2xYtWkRDQwNr1qxhz5493Hbbbf2O279/f79tf/jDH3jhhRdYsWJFynEMtpRiNBpl/fr1KcN5pu9hx44dAEn96qFQiKuuugrobf2JRCI0NDSM6WRQUOV8XIhESA7n/v5tLdFwjElHlCW+bj0QIhqx+AMDr2UqIiIih7eefvMNGzZw11139Xv+6quvpqqqiquuuoo1a9bQ3NzMihUrCIfDbNy4kSeeeILnnnuO8vLyxDG1tbU0NjZy++23s2rVqsSES7eLL76YoqIili1bRnV1NevWreOBBx6gurqa22+/PeVYe5ZS/NSnPsVDDz3U7/mNGzfS1dWVMpyXlpZm9B6WLFlCYWEh1113Hddffz1tbW08/PDDiRsY9Zx748aNhEKhMa+cK5yPA07l3FmXZaBwHigpoLjUR3trDBuN0bqnnYojSnIxZBEREfGIngmUTz31FE899VTScz6fj+uvvx6A++67j9mzZ/PII4/wm9/8hpKSEubPn891113HwoULk47rmRTa2trKrbfemvJ1V65cyaOPPso999xDS0sLNTU1XHLJJdx+++3MmjVrWO8l3cTWTN7DtGnTeOyxx7jpppu46aabOOaYY7jttttYu3YtW7ZsYc6cOUmvNdaVczPYcjUTwdKlS+3atWtzPYy0mpvhpQcaoKWFsqIIp101HyZP5q0XDrLtt5sAWHxSkNkrl/D6w/Xs2uS0tCw+dxazT5may6GLiIiMK+vXrx/TlTnk8DLY58cY87q1dulA51DP+Tjg7jkP+GJpK+cA5VN71+xs3tU+doMUERERkWFTOB8HMu05Byif0dvGojuFioiIiIwvCufjQDTa8xv4/WlWa4k47UnlR/Subd6yr6sn04uIiIjIOKBwPg4kL6XIgJXzvIoiCoucFVpi4Sht+7WkooiIiMh4oXA+DqTtOc/rvQmR+w6i5TX5icctO1vHZpAiIiIiMmwK5+NAUuXcn7rnPBZxhfOphYnHmhQqIiIiMn4onI8Dke4YxJe89PsAn/PXllQ5j/Quiem+U2jTbrW1iIiIiIwXCufjQLQ7mnjsrpb7gz6I3wDUXV3vOylUS9mLiIiIjA8K5+OAu2XFHc59PsDnVM+jMZNY0aWguoT4HWiJdEXoOBQas7GKiIiISPYUzseBaLi3cu4LuCrnfhItLu5wjjGUT85L7Ne8Q5NCRURERMYDhfNxIBZOXTkPBEgdzoHyaa47he5sG/1BioiIiMiwKZyPA+5lEt2Vc59rcqj7RkXQJ5zv0aRQERERkfFA4XwcSNdznratheRJoU17ukZ/kCIiIiIybArn44B7mUSf3yQeDxTOi6aUEgw6j8MdYTpbwmMyVhEREfGmJ598EmMMTz/99Ji83osvvogxJuWvhoaGMRnDeBTI9QBkcNlUzvH5KKvOo3F3NwDN21soXFQ1JuMVERER76mrqwNg8eLFY/q6N9xwAyeddFLStunTp4/pGMYThfNxIF3PuTucx6zBRqIY13HlUwp6w/mudqYqnIuIiExYdXV1lJSUMHfu3DF93dNOO42VK1eO6WuOZ2prGQdi0d62FnflvO/XMdeSiwAVM3rvFNq8u2OURiciIiLjQV1dHcceeyzGmAH3e/7551mxYgVlZWVUVVVx4YUXsn379sTzZ511Fscee2y/46LRKAsWLOCcc87p91xrayuRSCSjcb799ttcc801zJ8/n6KiIqZPn86qVatobGxM2u/000/n9NNP53e/+x3Lly+nqKiI2tpafv/73wPw+OOPc8IJJ1BcXMyyZcvYtGlT0vHnnHMOp556Kg899BCLFy+moKCAefPmsWbNmozGOVoUzseBpJ7zQJ9wHuj9B+a+kyhA+YySxOPmvZoUKiIiMlG1tbWxZcuWQVtaHnjgAc466yzy8vL4+te/zhe/+EVefvllzj777ES4rq2tZdOmTUSjybnjkUceYcOGDdxxxx1J2y+//HLKysooLCzkwx/+MPX19QOO4cEHH2T79u2sWrWK++67j5UrV/Kzn/2Mz3zmM0n71dfXs2/fPq644go+8pGPsHr1avbs2cOll17KPffcw1e/+lUuv/xybrzxRtauXcv111/f7/iNGzdy4403cuGFF3L33XeTn5/PNddcwyuvvDLgGEeT2lrGgXQ955Ac1t3tLwDF08rw+51W9K6WbkLtEfKL9VcuIiIy0dTX12Ot5bjjjku7T11dHddeey133XUXN998c2L78uXLOe2003jppZc444wzWLRoEaFQiC1btjBv3jwAIpEIq1ev5mMf+xgnnngiAHl5eVx00UWcffbZVFdXU1dXx913383y5ct57bXXOProo1OO484776SoqChpW35+PmvWrMFaizGG3bt309jYSEFBAW+88QaTJ08GoKOjgy9/+cv8/Oc/Z+3atRQUFACwadMmnnvuucT5mpub2bFjB5WVlbz66quJ93HBBRcwd+5cHnvsMZYtWzbUyzwilNTGAXc471c5d4X1vpVzE/BTVhXk0D5npZbmHa3ULKgcxZGKiIgcfn7xi1yPINl55w39mJ5q9UCV89WrVzN37lxWrVrFgQMHEtuPPPJIADZv3swZZ5xBbW0tAA0NDYlQ+/DDD7N58+aklWCWLVuWFHDPP/98zjvvPJYuXcpXvvIVHn300ZTjcAfzQ4cOEY1GmTRpEt3d3f3ezx133JEI5gDl5eUA3HvvvYlgDlBWVkZeXu/d09etWwfALbfckngPADNnzmT27NlJbTxjTeF8HHC3tbjbWKBPOO9TOQdnUmginO9sUzgXERGZgAZbqSUUCvHMM8/Q0dFBTU1Nyn3KysoAWLRoEeCE83PPPZdwOMwdd9zBxRdfPGBlHuD444/nzDPP5Pnnn0/5fCQS4aGHHuL73/8+77zzDp2dvTdSXLhwYaJfvr6+HmMM5/X5TmXDhg1MmTKFU045JWn7+vXrkyr1PeH+sssu6zcGay3FxcX9to8VhfNxwD0h1Bf0Jz3nD7p6zl0hvkf59CKobwU0KVRERGSiqqurY+bMmVRUVKR8fvPmzXR0dPC1r32Nk08+OeU+S5cuBaCyspKpU6cm1ir/8Y9/zPbt23n22WczGsvMmTPThvNLL72Up59+miuvvJIvfOELVFdXEwwGufrqq5OCf11dHbNnz6aqKnklurfeeoslS5b0m/RaX1/P5Zdfnvh63bp11NTUMHXq1KT9Dh48yNatW/v1t48lhXOPsxZi0fRtLT5/+tVaAMpnlAJ7AU0KFRERyUY2bSReU19fz6mnnpr2+Z4KdW1tLWeeeeag56utraWhoYHu7m7uvPNOLrvsMhYsWJDRWDZv3pzUitKjrq6Oxx9/nPvvv59rr702sf3dd99l69atfPrTn056P6l+ClBXV8dnP/vZpG27du3i4MGDSfuvW7cOv9/f93B++MMfYq3N6dKPWq3F42IxIB7O/T4bX9y8l7vNxV1h71E6owyfcbZ3NIUIh/q3voiIiMjha9u2bTQ1NQ3YcjJ//nyMMTz55JP9nuvu7qa5uTlp26JFi2hoaGDNmjXs2bOH2267rd9x+/fv77ftD3/4Ay+88AIrVqzo99yOHTsAknrAQ6EQV111FdDbkhONRlm/fn2/cL5161ZaWlr6be9pYXG//3Xr1rFnzx42b96c9Prf/va3ufjii9NOVh0Lqpx7XDSKUz4HJ2T7Ml+tBcCXF6B0UpDmxghYZ1Jo9VHlozpmERER8Y6efvMNGzZw11139Xv+6quvpqqqiquuuoo1a9bQ3NzMihUrCIfDbNy4kSeeeILnnnsuMdkSnMp5Y2Mjt99+O6tWrUpMGnW7+OKLKSoqYtmyZVRXV7Nu3ToeeOABqquruf322/vtv2TJEgoLC7nuuuu4/vrraWtr4+GHHyY/Px/oDecbN26kq6urXwh/6623kvbrUV9fj8/nS/TK96z0snjxYj760Y/yD//wD7S0tPC9732PsrIyvve972V6aUeFwrnHxWI9v2VQOY+kroqXTymgubENcCaFKpyLiIhMHD2V46eeeoqnnnoq6Tmfz5dY//u+++5j9uzZPPLII/zmN7+hpKSE+fPnc91117Fw4cKk43qCbmtrK7feemvK1125ciWPPvoo99xzDy0tLdTU1HDJJZdw++23M2vWrH77T5s2jccee4ybbrqJm266iWOOOYbbbruNtWvXsmXLFubMmZP0fvqG8Lq6OvLy8vqNtb6+nqOOOiqxCkzPSi0/+clPuP/++7nlllvw+/2ce+65fOtb3+rXxz7WjLX9WyEmmqVLl9q1a9fmehgptbfDb3+4AQ41UZQf5W+vOhJckxfe/O1Btr/g3PHq+KVBZl2wpN85tr64lfrn9wEw49hKTrx4/tgMXkREZJxZv349xxxzTK6HIaPoO9/5Dl/60pdob28nGAyO6LkH+/wYY1631i4d6BzqOfe4wXrOff4MKufuO4Xu6Uy5j4iIiMhEUF9fz7x580Y8mI8UhXOPi8UYsOfcvc65e1UXt7IjyjDxSaFtjSEi3ZoUKiIiIhPTunXrPP3TEYVzj4tGSe45H3BCaOoWJX9hHiXl8ekF1tKyq21UxioiIiLiZdZa/vrXv3o6nGtCqMclrdbio/+EUHflPE1bC0DF1Hxam5ybEDXtaGXSnLIRH6uIiIiIlxljaGvzdpFSlXOPc3rOnZsLDVo5T3GH0B4Vrr7zQ9vbR3aQIiIiIjIiFM49rl/P+UCV8xQ3IepROas08bhptyaFioiIiHiRwrnHudtaBu85T9/WUnpEedKdQkMd0ZEfrIiIiIgMi8K5x7lvQuTz0X+1lrzeSvpAlXNfXoDyyXnOFxaa3mtOu6+IiIiI5IbCucf1W62l7zrngT5tLQPcVKpyemHicdMOb0+GEBERyRXdoFGyMVKfG4Vzj3MH7lTrnPt8gHFuRBSNmUSQT6XiCNek0J0dIz9YERGRcS4YDNLZqblZMnSdnZ0jcmMjhXOPc/eRuyd/Jrb5SQR2dwtMKhUzNSlURERkIDU1NezcuZOOjg5V0CUj1lo6OjrYuXMnNTU1wz6f1jn3OPfa5T6/6fd8og89GnUq59EopPmurXhqKcEghMMQ7gjTfjBE8aT80Rq6iIjIuFNW5twHZNeuXYTD4RyPRsaLYDDIlClTEp+f4VA497ghVc7twG0t+HxUTs1n3/YQAE3bWiieNHlExysiIjLelZWVjUjIEsmG2lo8LqPKubvnPDrwEokV04sSj5u2t47MIEVERERkRCice5y7cp4qnA+l5xySb0Z0aJf6zkVERES8ROHc49yV81RtLe61zzOqnM/q/TFd896uAddGFxEREZGxpXDuce5wbvxpwnm8rWXQnnMgr6KI4tJ4pT0cpXmn1jsXERER8YpRDefGmHxjzDeMMbuMMZ3GmD8ZY/42w2NnGGMeN8Y0GWNajDH/ZYw5MsV+Ns2vz478Oxp77sq2+4ZDPYY0ITRu0oyCxOODW1uGP0gRERERGRGjvVrLQ8CFwL3AJuBK4FfGmNOstX9Md5AxpgR4ASgF7gQiwD8CLxpjTrDWHupzyK+BR/ps+/MIjD/nMltKsWdCKIO2tQBMml3K9gbnJkQHt7Vx1IiMVERERESGa9TCuTHmfcAngX+01t4b3/ZTYB3wDeCDAxz+eWAecJK19o34sb+KH/uPwJf77N9gre0bzg8Lg1XOnXDuB8Bag43G6B/hk02aUw7sBeDgDt0pVERERMQrRrOt5SIgDDzYs8Fa2wX8CFhujJk2yLF/6gnm8WMbgOeBT6Q6wBhTaIwpSPXceGajA1fOId7aEhcLD145L5leRl6e87i7PUzbga5hjVFERERERsZohvMlOBXtvjMOXwUMcEKqg4wxPmAxsDbF068CRxtjivpsvwpoBzqNMXXGmI8NZ+BeEo0MXDnvu9299GJaPh+Tprv6zrc0Zz9AERERERkxoxnOpwG7U2zv2TY9zXGTgPwBjjXxc/d4BbgFuAD4h/ixTxlj/n6gwRljrjHGrDXGrN2/f/9Au+ZUUltLusp5oHe7u0d9IJVHFCceH3xPNyMSERER8YLRDOeFQCjF9i7X8+mOI9NjrbWnWmvvs9b+wlr7A+BEYCvwTWNM2vZra+0D1tql1tqlkyd79xb2SRNCR6pyDkw6sjzxWH3nIiIiIt4wmuG8E6eK3VeB6/l0x5HlsVhr24F/A44AFgw+TG9zr4yYrnLu3p5p5bxidjk+41Tl2w92EWqPZD9IERERERkRoxnOd5PcftKjZ9uuNMcdxKmapzvWkrrlxW17/M9Jg+zneUkTQtNUzt13Ds00nPvyg1TUxGeFWvWdi4iIiHjBaIbzN4GF8TXL3U6J//lWqoOstTGgHlia4ulTgI3W2sH6MObG//RuM3mGkiaEZlA5z7StBWDSTFffuW5GJCIiIpJzoxnOnwCCOCupAM4dQ4FVwMvW2l3xbbOMMQtTHPt+Y8wS17ELgDOAn7u2Vfd9UWNMFc466VustRtH7u3kho0NvlpLNpVzgKojyxKPD2ztu6iOiIiIiIy1UbsJkbX2z8aYn+NMzJwGvAt8CpiNc6fQHj8FToOke+f8ALgaeMYYcw/OHUK/gNPO8h3XftcaYy4A/gfYBswArgFqgJUj/67G3mA3Ieq7fUiV86MqMeY9rDW07OukuzNKXqF/8ANFREREZFSMWjiPuwJYHf+zEqgDzrHWvjzQQdbaVmPMh3CC+L/gVPhfAG6w1ja6dn0FOBUnyE8C2oA/Al8b7DXGi4zCuXtCqGv/wQSK86mcHOTgvghYOLCpienHVWU/WBEREREZllEN5/E7gt4U/5Vunw+l2b4D+Pgg5/8N8JthDNHTYjESy7X4jAVfBm0tGdwh1K1qdgkH9zUB0Li5WeFcREREJIdGs+dchikWA6xTCff5SBvOkyaERjKvnANUH9W73rn6zkVERERyS+Hcw5LC+UCV87zePvGhTAgFmDRvUuK0bY1ddLWGsxqriIiIiAyfwrmHZdrWMpzKuS8/yKSpveudN246lNVYRURERGT4FM49LNO2lqTK+RAmhPaontO7FP2BzVrvXERERCRXFM49zF05N2RWOc8mnFfN7e0737+1fcjHi4iIiMjIUDj3MHfl3O8nfTjPcp3zHhVzJxGIr9vT2RSi7UDXkM8hIiIiIsOncO5h7nA+YOXcFc6zqZz7gn4mzyxIfL2voXGAvUVERERktCice5i7rcXvy2yd82wq5wA183tbW/ZtVN+5iIiISC4onHtYUuXcMGqVc4CahZMSjxu3tRPpzi7ki4iIiEj2FM49LOOlFAM+MK5j7NADesHkUkornFVfYpEYje82ZTFiERERERkOhXMPS54QOkBbix8wznMxSyLQD1XN3N4lFfdtaMrqHCIiIiKSPYVzD0ueEEq8t6U/n6/3uWjUQDSa1evVHF2ReLzv3dasziEiIiIi2VM497CkthYf8RJ5f+4bFMWsybpyPml+VWJJxY5DWlJRREREZKwpnHtY0h1CjU1bOXevgR6z2VfOfXkBqo/oXVJxd/2BrM4jIiIiItlROPcwJ5xnMCHU3dYSy75yDjDtmIrE4z3vNGd9HhEREREZOoVzD4tFLcQXXnG3rvSV1NbiaoXJxpTjatjZmE/91lL+Wh+hqzWc9blEREREZGgUzj3MvWa5z5+6pQVGrq0FYF9LAa2RQjoPtLHjvRh1L+huoSIiIiJjReHcw2KR3gr4QOHc3dYy3Mr51i2WymgjtLVBcxP1v9qe9blEREREZGgUzj1sSOE8XjkfTs95NApNWw5RWdF7/Pb17WptERERERkjCuceNrS2lnjlfBhtLc3NEDvUTF5RkJIi57WjUcu7z2/J6nwiIiIiMjQK5x5mo0OpnDtroA+nct7WBrQ6Nx+qrOr9aGx8ZX9W5xMRERGRoVE497BoxFU5D6T/qzIGjK83vLvbYYairSUGXc6Nh6qnBRLbd27qUmuLiIiIyBhQOPewTCvnfZ+PhbNra2k/0Jl4PGdmjLIS5/U72mLsemtfVucUERERkcwpnHtYUuV8kHDuD45A5bwxlHg8ZW4xVVOCAIS6DTve0N1CRUREREabwrmHJVXOB2hrAfD5e5/PNpx3HupKPK4+ooDK2aUYA91RP4e2NtG2v3OAo0VERERkuBTOPSzT1Vr6Ph8NDz2ch8MQ7XAq536fJb+yiJLJRVSUWyzQ3RVj+9q9Qz6viIiIiGRO4dzD3CF78LYWV+XcFeozFQrhJHSgIBiFwkKKK/OonupMDA11xthedyirc4uIiIhIZhTOPczGMlutBfpMCM2iraWzE+juBqAgLwYFBRRV5lMxOY9gwNLVESPUFmbv+oNDPreIiIiIZEbh3MPGsq0lqXLeE84nFWD8PiZP8dHd5Yzlvde0aouIiIjIaFE49zB3BXxIbS1ZVM67OmLJbS35+RRUFAAweXqQ7m4nnO/f0krHoVDa84iIiIhI9hTOPSypcj7KbS1dLd2JxwUlATCGwop8APKLg5QUxcBasLD1j7uHfH4RERERGZzCuYcNqa3FVTl3r4+eKXc4zy9x1jcvKPZDwJkQWjElH6LOzY3ee+Mgke7slmsUERERkfQUzj0sqa1lkMq5PzC8tpbuNlc4L80DoKAAyHMeF1YWUlLohPNIV4Rtr6p6LiIiIjLSFM49bCwnhHZ3RBKP84qdynkwCP4C53HM+JlZW5LYZ/OfD2C1qqKIiIjIiFI497AhhfPA8NY5D3dFE4+DRcHE44KSQOJx9ewS8vKdcXQ2hdhdf2DIryMiIiIi6Smce9hQJoQOd7WWVJVzgMLyvMTjcCjGnBMqEl9vfGm3quciIiIiI0jh3MOGtFpLIPsJoZEIxLqdcO73WfyFvYG8oLQ3qHc2dzNn+RH4/c7XLXs72fN245BeS0RERETSUzj3MHc4N/7Mw/lQ21rCYZyEDgT9scQkUICCst7HobYw+RWFHHlCeWLbOy/sUvVcREREZIQonHtULNbzGxhjRzWcd3eTCOd5QevMBI3rWbkFnHAOcNTpsxLV89Z9nexep+q5iIiIyEhQOPeoWAx6StI+A/gGW0ox+5sQJYXzQAzy8xPPJYXzDmfSaF55IUcuqUhsf+f5HVlNQhURERGRZArnHpUczu2g4dwX9CceD7XnvF84d1fOS4JgnOAf6owlbkR01Omzeu5PRFtjiPf+vGdIrykiIiIi/Smce5S7rcXnY/BwPoybEHWHbCJ0B/19wnmBSdwlNBT2QSgEQF5ZAfPfX5XY750XdyctxygiIiIiQ6dw7lFOLs+8cu4PGIh3tsSsSQT7TIQ7wonHeUWBRKUc4h0u8bDuDucAc0+fTVGJM65wZ4QNz23L+DVFREREpD+Fc4+KxYBovHKeSVuLD/A5rS1RV9U9E0lrnBckv04wCCbf6TsPR33EOnvDuS8vQO0ZUxNfb3ntAC272zN+XRERERFJpnDuUe5snVFbi49ExTsWy75yHiwMJD1nDOQV9vazh1q7k56ftnQGVdOc8G5jlrf+a4uWVhQRERHJksK5RyX1nGfS1uKnN5xbk+ghz0S4s7dyHiwK9ns+v7g3sPcN5xjD4guOTAyvaVcHW1/ZlfFri4iIiEgvhXOPSlqtJdPKeXyf6BAr55FQb5AP5PV/nfyS3sDeL5wDJTPKmX/KpMTX65/fRXtjV8avLyIiIiIOhXOPGvJSiq5w7vSrD6Fy7lplJVjg7/d8fomrct4W7vc8wLyzjqS0It7zHo7xl8c3ae1zERERkSFSOPcoa0kE7KzaWoZSOe/u3TeQnyqc979LaF++oJ8lf3ekM1ac9pYN//texmMQEREREYVzz3IXvke7rSUc6t03ZeXcfZfQ9ki/53uUHzmJhcurE19vfGUf+zccyngcIiIiIhOdwrlHDXVC6HDaWpIq5wWBfs8XlGUWzgHmnjmXyUfkO19YeP3nm2k/0JnxWEREREQmMoVzj7KWIU0IzbatJRIBG19P3e+z+PL6h/O8okDi9UOh+EFpGJ9hycVHU1AUvzlRV5RXH9mgu4eKiIiIZEDh3KOiUbKeEDqUtpZIhESVPeC3EOgfzge6S2gq+RWFvO/vj3K+YQDaGkO8+tMGouHMW21EREREJiKFc4+yluzbWlyTSQcTDvfuG/THMgvnXYMvk1g+p5ITPjoj8fXB7e2s/fd3tIKLiIiIyAAUzj0qqXLuuvtnOu5wbq1JtKoMJimcB1JXzvPywASd7eGoj1jnwJXzHtNPnsGi03oniO7b1MpfHtuggC4iIiKShsK5R7nDtc9vBg3nAP5A7z6xcGaV80iERIU+4EtdOTcG8ooHvhFROnPPnMv8kysSX+9uaOa1n6nFRURERCQVhXOPikVc4TzDvyWf3xXOI1lWzv39l1IEyC923YhoCOEcYOF585l7Qlni653vtPLCvzUQ7hx45RcRERGRiUbh3KOSwrl/8Ko5gM9VOY9GMmsdyWRCKPQJ52luRJSWMSz6uwUcfUolO/cHefMvlt891cj3r3yV/e80Du1cIiIiIocxhXOPcvdlZxrOs2lryWRCKEB+SXZtLQnGULz4KPyRbmxHB0QiNO4K8ZMb6tj1+u6hn09ERETkMKRw7lFJlfNAZn9NPn/vfhlXzrtjiYmngQDp21rc4bx9iJVznLb29b/bx9RphnkL/Pji30e0tsEz33qb+v96V33oIiIiMuEpnHtUNpVzd4jPuOfcdXOgYH76j0N+qesuoW1D7xXfs9vStXUPANNnBTl/pY+8+Cl37YbNL+/ipe/Xc+i9liGfW0RERORwoXDuUdn0nCe1tWQYziNdvUE7kJdhOO+IJqrtmdpe3wTdTjvM7Olhlvyfv+GkD1dTWQHhmJ9Duzppawzxhx818NaTm+jOojovIiIiMt6lbjCWnMuqcu7aL9MWkXDIVTkvSN3SApBf5HdaXqJRQt3GaVbPy0u7v1skAgc2Hkp8PfOEKnwBH/NPP4Joawf7t3dxYJelanYU/H62vXmQ3Q3NzD+1hjmnzsAf1PeQIiIiMjEo9XhUVj3n7raWDG/0Ewn1vs6AlfO+dwkNZXYjIoDGRogdagagrChC4dxpAMw6vhJTXMTkWYXMOa6E8uLeKn64K8pfn9/Nb7/9Jlv+sFP96CIiIjIhKJx7VFartQSH3tbiDr2B/AEq58MI5/u3tseXhYGaqihUVibOOXnBJOdxcZDp84s5+cJZFJX2jqOrLcK6X+/kf7/5Bg2/2kJXc+avKyIiIjLeqK3Fo7KbENobajOtNEdcbS3+vPThPC8PTF4QC4SjPmKdoYy/s9u/qTnxePLc0qS7nc5YXMW+N3eChZ3vdnHa+RXULJrMtj/uZOPL++jqcN5HuCvKxlf2s+lPB5gyt5gjlkxmSm1Vxj9VEBERERkPFM49yl35Nv5Ml1LMYkKoK5wPVDk3BvKKAoTi9wwKtYQozOD84TC07W2Pn8NSObcy6fmpcwrwlZcRa2qhpSNA24ZdlCyey5wPzmLmKdN575WdbHntAB2tzjhtzLJnUxt7NrURLNjG1PmlTFlYyeQFkwYcv4iIiMh4oHDuUe7KuXsVloFk03Me7c4snINzl9CeppJQa3dG4bypCWhrA6CsMIK/OjmcBwIwZUEFu//sLKG4q+4ARy+eC4A/P8Dc02dz5Adnsrd+H+++speDu3vbWsJdUbbXN7G9vgmffytVM4uYNLOYSUeWUzmnXBNJRUREZNwZ1XBujMkHvgpcDlQCbwH/11r7fAbHzgC+A3wYpzf+t8A/Wmu3pNj308CNwJHANuC71trvj9T7yIWktpYMWzfcYTTjmxCFXd8E5A/8ccgv7n0+1JbZUodNe7oS/eaV5TEoLe23z/Tjqtj96nawlp3vRTi6rQ1KShLPG7+PqSdMZeoJU2nf08r21/exY10TnW2931hEwpa6P7Wz/6kmQh3b8BvLlKkwf3EhR506jbIZpZRNLyFQoO9HRURExLtGO6k8BFwI3AtsAq4EfmWMOc1a+8d0BxljSoAXgFLgTiAC/CPwojHmBGvtIde+nwH+Dfg58G3gb4DvGWMKrLX3jMJ7GhPZ9ZwPra0lGgUbcQKuz1h8wUEq50k3IsosnB/a1pp4XDG9KKnfvMeUI4L4J5UTbWyirStAyzu7KTtpfsrzFU8tZeFHS1lwtqVpaxN71x9k+/o21v6+k46DXYBz3SLAzu2wc3s7f3nxHeYuCJJXVkhBsZ+iijyKK/MoriqguKqAwsoCCivyyS/Lx/gyu9YiIiIio2HUwrkx5n3AJ3Gq3ffGt/0UWAd8A/jgAId/HpgHnGStfSN+7K/ix/4j8OX4tkKc8P7f1tpPxI9dY4zxAbcZYx601jb3O/s4kNVSiv6htbVEoz2/QcBvnR6TAeSXBBOPQ+2Z3SW0aWd74nHlzJKU+/j9MGVhJbtebgJgV31j2nDew/gMlXMrKZpRya69W5k/r4PWQz5am2O0Nlu6XIu6tLT7WfdmlLlHtlBxRCld7VEO7uwEkj8axjjruReUBCgoDZJfEiSv0E9eUYBgYYBAYRDjMxifobAsSEFFAYGCgCalioiIyIgZzcr5RUAYeLBng7W2yxjzI+BOY8w0a+3uAY79U08wjx/bYIx5HvgE8XAOnA5UAT/oc/z3gUuBs4HHRuLNjDV3uM60mutebSWTynkkQiKc+30ZhHN35TyDcB4KQai5K3H+4unlafedfuwkdv1pG0Sj7NoRY2FzM5Sn37/HG7/eR/uWfeQX+Sks9nHa2QFmnz6X1lao+/Uu3vnjQdqbo3R2wMbNAaa1NDPj6BJMsP97tRa62qN0tUdhr5Pu29qhcXeY1uYone0WG3NN1AUKCqCoCErLDaWVAUorAhRPysef58cf9OEPGHz++K+AL+nPaNQS7Y4RjVii4Zhzbhv/4YIx+P3OPIBAno9AgT/x2J8XwJ/nx/ic8/Z8wxCzzufEYsAYYtZ5U8ZnsDGLtc57tDHXZ8vE9zGui+BiDKmfMybphyDpHqfeMOBmEZFxTf9tGz8mTS+Ewkxm0I2t0QznS4AGa21bn+2v4uSaE4B+4Txe9V4MPJDinK8CZxljiqy1HfHXAFjbZ7/XgVj8+XEfzjOd2Jh0h9AMes4jESA2jMq5tQP+V6ilBejoAJybD5nysrT71kzzE6iuILK3kfZQvLXlfQOH860NXez/y/bE1yd9II+pK44Hn4+KavjgZytZdF4Xf/n5u3Q1tmOjMbq78vDFwhy1qJhYYTHtB0N0toTpaovQ3eUE7+5uy4E9UQ7sjQd1Ul9LC3R2Ob8aD1rYEgbC+H0dFBZCMM84l9T4iMUssajTft8ddv50h+Rsmfhv1rr/HoZ/XhERkcPdV27pxnf2ilwPo5/RDOfTgJ0ptvcE8ulpjpsE5JMiuMe3mfi5343/GbLWHnTvZK3tNsY0DvAaGGOuAa4BmDVrVvp3kSNJlfNMl1Ic4motTuXcCaQZhfNCn7NPJNJ7I6KCgrT7tx4IxV8ESkvsgN+d9rS27NzrrNW4s/4gZSenD//tbZa//s/mROX/qCNjTD3rOPAlX6uqGQV88LO1vPHf29j/9l7yi31YAmz+axezjooyd0kNRVNKiUQNje+18d4bjeze0EZ+MEJNDUQjhmg8TEej1qlAY5yQ3Q2xmMH2qTZHY4a2diDR0TN6dze1yb+JiIjIODea4bwQSHU7xy7X8+mOI8NjC4HuNOfpGuA1sNY+QLw6v3TpUs8lm+zuEDqMnnNfbPBw3nOX0AzDecvu3n7zssn5g/6sb3ptBTtfdsL/zl2GhY0HMdVV/fazFt785U6izc4PZUqLoiy8YGHa8ecXGE75xGw2rS3nnV9vxYa6iVnD1k0Rtm7a1W//knI/JeVOi5DfZ5l+ZD7TF1dTObeSYEVxYr9Id4zWPe0072jl0PZWmnZ30bSvm1BriGgUYjGwMYjFYtiYwVqIxWx8mzMJ1x+EgN/gCxj88RYVay2xmCEWtUQjlkjEWY0mGrFEomCjllgMojEbz+S93yD4sGDAJL5hcP6Md8pgnb0xxhlP4u/EmETbSsy9PY0+3484rTSD6HvMxDHGb/ywuc7qDeiRyb8vEcnCABkml0YznHfiVMD7KnA9n+44Mjw23Wv07JvuNTwvm6UUfX6TCFnRmIknwPTHJvWcZ1I57wnnnZ294XwArft6L3/plKJBx18z1UewpoLwrgN0dvvZ9/p2pqzoH87ffbOVg287P1gxxrLkrGp8VZX99nMzBuafXEH17EW8/ex2Dm1qHDAtVtX4mHl8FdNOmEKgLPXYA3k+KmeVUjmrlDmu7Z2tEdr2tBFu7ybcFYVo1OlBDxjyS4Lkl+ZRUFGAvyCY8rxDEYvh9IxjE73qiTcsIiIi485ohvPdOG0nffVs61+ydBzEqZqnO9bS2/KyG8gzxkxyt7YYY/JwJoqmew3Pi0WzWK3FF/8tGnVCWzSacTgPZDAhNC8PTDCABcJRH7HOEOnObi207u9KfF02rTjNnsnjn3VSDe/uOgDAlvo2pvxNhzPjMq7lUJR3nt2SCNZHL/RTfuJRg567R2VNkOVXzOXAjunsfHM/zTtaCbV24/dDaYWfqlnFTD+uioIpg09GTaewNEBhaUXWxw+F89drUJVRRETk8DCa4fxN4HpjTEmfSaGnxP98K9VB1tqYMaYeWJri6VOAjfHJoD2vQXzf37j2W4pz46I3GYdiMeK9BU5lONOec7+f3nBu45XzAUSjJPbJpOfcGMgrDhJy2sIJtYTS9g11dEC0zamc5wdj5FWnnwzqNufYEt79XRm0tLC/OY+Dr25i0ocWJ8b7l6e2EutwQn9FaZT55y8a8BuQdKqPKKD6iJlDPk5ERERkNI3mAs1PAEHgqp4N8TuGrgJettbuim+bZYxZmOLY9xtjlriOXQCcgXOzoR6/xam0f77P8Z8D2oBfjcxbGVs9rQoAPkPG4dPnI9HOEI2ZRFU8naEupQh9VmxpSd/W0tIUg04nnJcVhlPeGTSVoiKYceKUxNdv/6mV2N79WAt1z+6idWtjYrxLzjsCUzJ4RV5ERERkvBi1yrm19s/GmJ8D3zTG9Kyu8ilgNs6dQnv8FDiN5J/L/wC4GnjGGHMPzg0fv4DTxvId12t0GmP+Bfi+MeZxnOr53wCXAV+y1jaNzrsbXdaSqGj7jM0qnDvV94Er55Gu3rXKA3m+jPqUC8uCtMQfd7aEqUizX+vejsQ3GKWVAadXPUMLP1DJ7roKYgebaGoP8tq/b8RXsZc9mzsS+xz7vkJKjlHlW0RERA4vo9nWAnAFsDr+ZyVQB5xjrX15oIOsta3GmA/hBPF/wanwvwDcYK1t7LPvD4wxYeCLwAXAduB6a+19I/tWxk40Sm/l3BW4B+P39/xGZm0t3b2V9UBeZt8AFFb03oioszndQjnQsqc3SJdNGdoC/0VFsHDFbP76RDuEw+w7GICDveebdVSQWStqh3ROERERkfFgVMO5tbYLuCn+K90+H0qzfQfw8QxfZw2wJoshepK1OGvwEa+c+/0DHxA35LaW7t7wnmk4LyjvXXaoq2WAcL53aCu19HVUbT5dK+az+X/fTVoVZvYxRRx30YKMWnBERERExhslHA9yTwj1mYHvwuk25LaWUG9bS6Z3IS0sz3MakCx0dcScbwD6fPMQjULHwd6VWkqnlWR07r4WnVLClCOPY8/bjZjuEFPnlVB1VEVW5xIREREZDxTOPShpQmjP8ogZSKzWQmZtLZGQq3Ken1l1vqDQQDAPurvpDPmgqwuKkydltrWBbXfaUIrzI/grMpsMmkp1jY/qmslZHy8iIiIynozmai2SJXfVe8gTQuP7ZtTWEnL1nGcYzgsLcRY8Bzq7/YkVWdxaGuP3uwfKSmJQkl3lXERERGSiUTj3oH4TQrNZrWWoE0IzrZwXEL9VKHSFfdjOrn77tO5pTzwurc7X3SpFREREMqRw7kHOhFBXz3k2bS2Z9Jy7JoT68zIL534/5BUF4uM0hJr7h/PhrNQiIiIiMpEpnHvQSLS1xKzBRka+rQWgoKx3OcWuQ/3bWlr39W4rm6abBImIiIhkSuHcg7KdEArgC/S2kMQig7S1hIc+IRSgqDI/8bjjUPJdQru7oavJqab7jKWoRv3mIiIiIplSOPegbCvnAD5/776xcPrKubUQcfWc+/MzX7inaFLvWuftB5PDeWuLTUwSLS2MYMrLMj6viIiIyESncO5Bw6mc+10ZOxa1afeLRoGo8w2A32cxwczDeXFVgbPWOdDeHElaFaZlb2fiG4uyCl9i8qiIiIiIDE7h3IOSwvkwKufutpW+nHDuhOqA3w7pjpvFpT7Ic0J3e5cfOnongLbsdq3UMrmg37EiIiIikp7CuQe521qMYYg95662lgF6ziMREuHc7xtiOC8mvqYitIcC0N4byN3hvGxqUcbnFBERERGFc09yV879vqFVzv0ZTgh1h/OhVs4LC8FX5FTOQ2Efkaa2xLhb9vau1FI+U/3mIiIiIkOhcO5B7l5xYxjSTXzclfNoZJCe83h1PuCLDSmcGwNFla5JoXudcN7SbIm1OS0uRflR8moqMj6niIiIiCice5K74u2uhGfC53dVzgdYrWU4bS0ApVN6W1aadzuBvGlne+KcFZU4JXYRERERyZjCuQe5w7k7bGciqa1lgNVahtPWAlA+vTixYkvz/m6IRmna1pJ4vmK6bj4kIiIiMlQK5x6U1NbiH9pfUaZtLcMO55P8UOBUxls6AtDczIEtrYnnJx1ZPqTziYiIiIjCuScltbVkfuNOoM9qLQO1tXTHEpNOA4Ghv1B5OfFlW6C5I0jrlgN07nd6zwN+S8VRVUMbuIiIiIgonHuRO5wPp3I+4E2IXHcHDeQN/WOQnw/F05zVWKIxQ8Pv9iQq8VXVBlNaMuRzioiIiEx0Cuce5A7VQ62cZ7yUYqg3nPuD2X0MJs8rT/Sd7znUu3rLlIWVWZ1PREREZKJTOPegkaqcD9hzHhpe5Rxg6swgVE5Kfn0fTF86PavziYiIiEx0Cuce5K6cD3W1lrFqawGorobShTOSyvuzTppMsEIrtYiIiIhkY2hLdMiYGNZSiq4WlYzbWvKG2DsTZwyceGohf44eS9fuQ0yamsfCj0wa/EARERERSUnh3IOSKueBMWhryc8unAOUlcHfnpNPd/dUCgoG319ERERE0lNbiweNeVvLMMI5OH3mCuYiIiIiw6dw7kFj0tbS3fvccMO5iIiIiIwMhXMPGrG2liiJGw31NRI95yIiIiIyshTOPWhYbS0+nJmaQCzW81t/SZXzAk09EBEREfEChXMPSmprGWLl3O8nntAhZk3acB4Nq61FRERExGsUzj1o2JXzeDiPxky8tyWZtckTQv35qpyLiIiIeIHCuQcNq+fcFc7TtbVEIkDMCecBv4WAwrmIiIiIFyice9BwwrnfT2/PuU1dOY9GgagT2gO+mMK5iIiIiEconHvQiLa1pKucx0O736fKuYiIiIhXKJx70LAr54NMCHWHc7W1iIiIiHiHwrkHxaLZr9bSbynFtG0tCuciIiIiXqNw7jHOJE6ncm6MxfizD+cDtrXEt6utRURERMQ7FM49JhYjcVdPnyHRopIpnw/wZ9DW4l6txa91zkVERES8QOHcY6wlEah9xg45nDurtbiWUkzV1tIdhXhbeyDAkF9DREREREaHUpnHRKP0Vs5dK69kKqPVWroiiceBPH0ERERERLxCycxjnLaW7CvnSRNC07W1hFx3B81TS4uIiIiIVyice4zT1tLTcz70cG4MSZNIY+H+bS3ucK7KuYiIiIh3KJl5zHDbWgD8gd4bF0XDA1fOA/mqnIuIiIh4hcK5xzhLKWbf1gKDh/Not8K5iIiIiBcpnHtM0lKK2VbOg73HDFY596utRURERMQzlMw8Jnmd8ywr5+5w3j1Yz7kq5yIiIiJeoXDuMcNd5xwGr5y7t6mtRURERMQ7FM49ZkQmhCaF84Er5/78wJDPLyIiIiKjQ+HcY0ZkQmhSW0uKnvNuVc5FREREvEjh3GOsZfiVc1cfecqec4VzEREREU9SOPeYpLaWUes5d00ILVBbi4iIiIhXKJx7zEi0tbjv+hmN2H7nj8UDuzEWX57CuYiIiIhXKJx7zGivcx6N9vwGAZ+FgMK5iIiIiFconHtMLNpb6fb5AGPS75yGewWWvuE8EiFRmfcrnIuIiIh4isK5x9hob5j2+YcezGHgmxBFIvRWzv0K5yIiIiJeonDuMe5Kd9bh3LVaSySc3HPeL5wHg1m9hoiIiIiMPIVzj0lqa8k2nAdMoh0mGjOJMA59es5VORcRERHxFIVzj0lqawlk99fj95OYSNo3nEe6Y4kJp+79RERERCT3lMw8JhoZgbaWgcJ5Zzjx2L3kooiIiIjkntKZx8QiI9DW4u/5LUVbi2uCqO4OKiIiIuItCuceE3NXzrP82xmwch7qfexe1UVEREREck/pzGOSJoQGs6tsBwIkh/NIJPFcuKv3cTBff/0iIiIiXqJ05jEjss65u3LuWp0FINLlamsp0EotIiIiIl6icO4x0RHrOR+8rUUTQkVERES8RenMY5LaWoa1lGLqCaFhV+U8WKAJoSIiIiJeonDuMUltLSM1IdTVcx7p7j2/VmsRERER8RaFc49JamvJckKozwcm3tYSs4ZYOE3lvFA95yIiIiJeonDuMUltLVn2nAMEXCuxRLpUORcREREZDxTOPWbEwnleb/B2TwJNmhCqcC4iIiLiKQrnHpN0E6IsJ4RCcvB2B/JwqPf8amsRERER8ZZRDefGmApjzAPGmP3GmHZjzG+NMScM4fhjjDHPGmPajDEHjTEPG2Oq++wzxxhj0/z6yIi/qVFmYyPV1tI/nMdiveHfGIs/X+FcRERExEtGLZ0ZY3zAL4HjgLuBRuDzwIvGmJOste8OcvwRwEtAE3ALUALcCBxnjDnFWhvuc8gjwK/7bHtruO9jrCVNCB1O5Tyvf895JEJi5ZaAz0IwmPX5RURERGTkjWbp9CJgGfAxa+1/ARhjHgc2ALcBVwxy/C1AIXCCtXZn/PhXgf8FLgd+3Gf/1621j4zY6HNk5CaEuirn8Umg4TCJNc+DAYVzEREREa8ZzbaWi4BdwH/3bLDW7gceB1YaYwZLhhcC/68nmMePfw4n3H8i1QHGmGJjTN5wB55LSW0tI9xznlQ59yuci4iIiHjNaIbzJTjVbNtn+6tAKTAv3YHGmBlADbA2xdOvxs/d12qgDegyxvzRGPPBrEadQ9ZCzH0ToizXOQcIFPT+UKSnch4J20TlPOCLKZyLiIiIeMxohvNpwO4U23u2TR/kWPe+fY+vMcb0JNcYTq/5jcD58T9nA88ZY/4m3QsYY64xxqw1xqzdv3//AEMZO9YC8cq5z1gwIzshNNzZu955MN83rPOLiIiIyMjLqOc8Prkzo3YRa21X/GEhEEqxi/v5dHqeG+z4NmvtNiBpVRZjzGPAX4G7gFPTjPMB4AGApUuX9q3u50QsRjyhO3f5xD+MynmqthbXzYi0xrmIiIiI92RaOf8g0JnJL9dSh51AfopzFbieT6fnuayOt9buAv4DeL8xpmiA1/GUWKzntxGonOf54gkfIlEDkQjhjt4FboIFCuciIiIiXpPpai0NwKoM922N/7mb3vYUt55tuwY4R087S7rj91lroymec9uO881HBdAxyL6ekFQ5NzYRrrMRCOBU3mMxIjEfRCJ0d7jaWhTORURERDwno3Burd0DPDTEc78JLDPGmD6TQk/Bmbi5aYDX22mM2Q8sTfH0++LnHsxcIAocynTAueaE83jlfLhtLQES4T4aw6mcu3rO8woVzkVERES8ZjQnhD6BM+nzgp4N8ZaXjwP/7b6JkDHmKGPMUX2OfxI4P75yS89+fwscDfzctW1y3xc2xswD/h54yVo7UPuMpzhtLc73MYbhtbX4/STCfTgSr5x39v6wIa9IdwcVERER8ZrRTGhPAH8CfmqMuRs4gHOHUB9we599n4//Oce17Ws4Qf4FY8z9OHcIvQnnrp8/de33TWPM3Pg5dgNHAZ+NP3fjCL2XMeFua/H7GVZbSzBIvHwe7zkPh5NXa1Fbi4iIiIjnjFrlPN4Tfg7OTYf+D/AtYD9wurU2bUuL6/jtwGnAFpxVV24GfgmcZa3tdu36m/if1wE/AP6/+Lb3WWv/MjLvZmz0mxA6QuG8O+KD7u6kynmwUJVzEREREa8Z1YRmrT0EXBX/NdB+c9JsfxtYMcix/4GzMsu4N5ITQvPy6G1riTrhPNzVe4OjvJJxfSNVERERkcOSyqce0m+d8+Gu1hK/A2gkaoh1ddPtWrMmr1h3BxURERHxmtGcECpDNJJtLcYk95WHO5NXawmWpFpCXkRERERySeHcQ5Ir53ZYSylC8oosHS0RCDsL5AT9MUy+2lpEREREvEZtLR4SjeKqnDOsyjkkT/psb4lC2JkQGgxYyFflXERERMRrVDn3kJFsa4Hktpa2g92Jqnxe0CZWchERERER71A495Ckdc5Hoq3FNemz9WDv6pMFJQrmIiIiIl6kcO4h0Shg45XzYa7WApBX2tu60tLRG9TzixXORURERLxI4dxDYpEYOIVzJ5cbM6zzFRT5EsspdoR6q/AFZZoMKiIiIuJFCuceEov03iTI5x9eMAcoKCARzt3yyzQZVERERMSLFM49xB3O/YERCucplkxU5VxERETEmxTOPSQasYnHvsDw/2oKCoC8/lXygqriYZ9bREREREaewrmHxOLrkMMItrUUFvbbXjSldNjnFhEREZGRp3DuIbFob+V8JNpaAgEIViZXyfOL/ARL1HMuIiIi4kUK5x4SDY/shFCAsilFSZNCi6eVjch5RURERGTkKZx7SNJqLcHh3YCoR1m5gSPnODc0Kiyk4riZI3JeERERERl5uhuNh4x0WwvA5MmwpaISTjoJgJpZI3JaERERERkFqpx7yGi0tdTUwLRpzuPZs52wLiIiIiLepMq5h7gr5yOxlCI4NxlduhSiUaezRURERES8S5VzD0m6CVFwZP9qFMxFREREvE/h3EOSbkI0Qm0tIiIiIjJ+KJx7yGi0tYiIiIjI+KEE6CGj2dYiIiIiIt6nBOghSW0tqpyLiIiITDhKgB6SdBMi9ZyLiIiITDgK5x6SdBOiPC2vIiIiIjLRKJx7SCzaWzk3fv3ViIiIiEw0SoAeEYsBMady7jNW4VxERERkAlIC9IhoFLDxcO5Ddw0SERERmYAUzj3CqZw7bS0+Y+MJXUREREQmEiVAj3CHc79P4VxERERkIlIC9IikthZVzkVEREQmJCVAj0hqa1HPuYiIiMiEpHDuEWprERERERElQI9QW4uIiIiIKAF6RCyGllIUERERmeAUzj0iFiNePldbi4iIiMhEpQToEWprERERERElQI/o19aicC4iIiIy4SgBekS/O4Sq51xERERkwlE494holOSlFBXORURERCYchXOPiEZsoq1FE0JFREREJiYlQI+IhaOJx/6g/lpEREREJiKlQI+IhmOJxz6/yeFIRERERCRXFM49wh3OVTkXERERmZiUAj1C4VxERERElAI9Itrt6jkPqK1FREREZCJSOPeIWESVcxEREZGJTinQI6IRm3jsC+ivRURERGQiUgr0CPWci4iIiIhSoEconIuIiIiIUqBHJPWca0KoiIiIyISkcO4R7p5zf54/hyMRERERkVxROPeIpDuEakKoiIiIyISkFOgR6jkXEREREaVAj0gK52prEREREZmQFM49wFqIRbXOuYiIiMhEpxToAbFYz2/gMxYTUOVcREREZCJSOPeAaJREOPf7LPgVzkVEREQmIoVzD4jFcHpbUDgXERERmcgUzj3AqZxHAYVzERERkYlM4dwDolEgGu859/X8JiIiIiITjVKgB6jnXERERERA4dwTFM5FREREBBTOPcE9IdRnrNpaRERERCYopUAPSKqc+1U5FxEREZmoFM49wJkQ2rNaCxAI5HQ8IiIiIpIbCuceEImQqJwHfDFVzkVEREQmKIVzD4hGbG84V1uLiIiIyIQ1quHcGFNhjHnAGLPfGNNujPmtMeaEDI/9sDHmR8aYemNM1BizdYB9840x3zDG7DLGdBpj/mSM+duReh+jLRKKJh77gz4wJoejEREREZFcGbVwbozxAb8EPgncD9wMTAFeNMYclcEpLon/agV2DrLvQ8A/Ao8A1wMx4FfGmA9kNfgxFg3HEo8DQQVzERERkYlqNCvnFwHLgCustV+11n4f+BBggdsyOP4WoMxauwz4S7qdjDHvw/kG4GZr7c3W2geAM4BtwDeG9xbGRiQUSTz256mlRURERGSiGu1wvgv4754N1tr9wOPASmNMcKCDrbW7rLXhDF8nDDzoOrYL+BGw3BgzLYuxj6lIyFU5z9M0ABEREZGJajST4BLgdWvjd9fp9SpQCswbwddpsNa2pXgdA5wwQq8zaqLdfXrORURERGRCGs0kOA3YnWJ7z7bp4+x1Rk1Sz7kq5yIiIiITVkZ3u4lP7szLZN94SwlAIRBKsYv7+ZGQ1esYY64BrgGYNWvWCA0lO5Hu3nCunnMRERGRiSvTMu0Hgc5MfhljquPHdAL5Kc5V4Hp+JGT1OtbaB6y1S621SydPnjxCQ8mOu61FlXMRERGRiSvT+8Q3AKsy3Lc1/udunJaTvnq27crwfIMZq9cZNZFwb1u+KuciIiIiE1dG4dxauwdnLfGheBNYZowxfSaFngK0AZuGeL6BXud6Y0xJn0mhp8T/fGuEXmfUJE0IVTgXERERmbBGs4fiCZzJmBf0bIi3vHwc+G/3MonGmKMyvDFRutcJAle5zpePU+l/2Vo7rirnamsRERERmbgybWvJxhPAn4CfGmPuBg4An8f5huD2Pvs+H/9zTs8GY8xi4Pz4l0cD5caYW+Nfv2StfQnAWvtnY8zPgW/G1zR/F/gUMBu4cmTf0siztk/lPH80/0pERERExMtGLQlaa6PGmHOAbwH/B2fVlFdx7hiaSUvLicDqPtt6vv4K8JJr+xXx564AKoE64Bxr7cvZv4OxEY0CMWe1Fr/PYgJqaxERERGZqEa1TGutPYTTbnLVIPvNSbHtITLsc48v33hT/Ne4Eo32/OaEcwKqnIuIiIhMVGpwzrFIBIg54TzgVzgXERERmcgUznMsHAaiTluLwrmIiIjIxKZwnmORSM9vEPTHIBjM7YBEREREJGcUznPMqZw7bS3BQEyVcxEREZEJTOE8xyIREuE84LOqnIuIiIhMYArnOZZcOVfPuYiIiMhEpnCeY5HumHMnIuK53K91zkVEREQmKoXzHAt3RhKPg/n66xARERGZyJQGcywSiiYeBwtUNRcRERGZyBTOc8xdOQ/kK5yLiIiITGQK5zmW1NaiyrmIiIjIhKZwnmPdHa5wXqiVWkREREQmMoXzHHOH8/wSrXEuIiIiMpEpnOdYd2fvhNC8YoVzERERkYlM4TyHIhGIdTuVc7/P4i/My/GIRERERCSXFM5zqLub+C1CIS8QgzyFcxEREZGJTOE8h0IhnPI5CuciIiIionCeU93dJMJ5fjAG+fm5HZCIiIiI5JTCeQ6FQqitRUREREQStLB2LnR1wYEDdL7VkaicFxZYVc5FREREJjiF81xobIQ33qDj3TKgEIDCsiAYk9txiYiIiEhOqa0lF0pLAejs9ic2FVWopUVERERkolPlPAciBSXsaSyksbU3kBdNKsjhiERERETECxTOc2DzVh/v7KwBugDnBkRFNSW5HZSIiIiI5JzaWnJgxgwSrS0AlSVhTNWk3A1IRERERDxB4TwHiouhekEVxOd/zpqXB+XluR2UiIiIiOSc2lpyZOkZZbw3dRFFoUNMXzIl18MREREREQ9QOM+RYBDmHV8MFOd6KCIiIiLiEWprERERERHxCIVzERERERGPUDgXEREREfEIhXMREREREY9QOBcRERER8QiFcxERERERj1A4FxERERHxCIVzERERERGPUDgXEREREfEIhXMREREREY9QOBcRERER8QiFcxERERERj1A4FxERERHxCIVzERERERGPUDgXEREREfEIhXMREREREY9QOBcRERER8Qhjrc31GHLOGLMfeC8HL10NHMjB6453um7Z07XLjq5bdnTdsqPrlh1dt+zoumUn2+s221o7eaAdFM5zyBiz1lq7NNfjGG903bKna5cdXbfs6LplR9ctO7pu2dF1y85oXje1tYiIiIiIeITCuYiIiIiIRyic59YDuR7AOKXrlj1du+zoumVH1y07um7Z0XXLjq5bdkbtuqnnXERERETEI1Q5FxERERHxCIVzERERERGPUDgfY8aYfGPMN4wxu4wxncaYPxlj/jbX4/IKY8yHjDE2za+FffZdZoz5gzGmwxizxxjzXWNMUa7GPpaMMdOMMXcZY14wxrTGr8+H0ux7vjHmL8aYLmPMNmPMbcaYQIr9KowxDxhj9htj2o0xvzXGnDDKb2VMZXrdjDFb03wG70qx72F93YwxJxtjvm+M+Wv8/W0zxjxmjJmXYt+M/k1OlP8OZnrtjDEvpvm8PZbinIf9tTPGLDXGPG2MeS/+HvcYY541xixLsa8+c3GZXjd93gZnjLk5fk3eTPHcqH/m+v0PWkbdQ8CFwL3AJuBK4FfGmNOstX/M3bA8517g9T7bdvU8iIef54G3gS8ARwA3AnOB88ZkhLm1APgSzmeoDuj3Py0AY8zZwH8BvwWuA44Dvoxz84TrXPv5gF/Gn78baAQ+D7xojDnJWvvuaL2RMZbRdYt7Hedz6LbO/cUEuW5fAk4Ffo5zzaYC1wJvGGPeZ61dD0P+N/kQE+O/gxldu7htwP/tc/zWFOd8iMP/2h2Fk0/WALuBCuBS4CVjzNnW2v8FfeZSyOi6xenzloYxZipwK9Ce4rkTGIvPnLVWv8boF/A+wAI3uLYVxP/SXsr1+LzwC/hQ/BqtHGS/Z4AdQIlr21XxY8/I9fsYg+tUClTFH6+Mv+8PpdjvbZyQ6XdtuwOIAvNd2z7R97oDk4FDwE9z/X5zcN22Av+VwfkO++uG8w1MXp9t84Eu4CHXtoz+TU6k/w4O4dq9CLyZwfkmzLVL8d6LgD3A/7i26TOX3XXT523g9/0QTkGr33Uaq8+c2lrG1kVAGHiwZ4O1tgv4EbDcGDMtVwPzImNMqUndflEGnIUTftpcT/0UaMMJTIc1a22rtbZxoH2MMbVALfBDa23U9dQPcFraLnRtuwjnJxP/7XqN/cDjwEpjTHCkxp5LmVw3t/iPJQdqlTrsr5u19hVrbXefbRtxvvE7Bob8b3LC/Hcwk2vnZowJGGNKBjjlhLl2fVlrO4D9ONVgfeYy1Pe6uenz1p8x5n3AZThV8b7PjdlnTuF8bC0BGvr8pQK8ChjghDEfkXf9DGgBOo0xvzHGHOd67jicH92tdR8Q/5/gmzjXWXqvQ9/rtAvnO/8lffZ93ca/vXd5Fafa3K+/eAL4MM6PNduNMe8aY65Jsc+EvG7GGANMAQ7ENw3l3+SE/u9gimvX4xicz1trvEf1lnjblNuEunbxAk21MWaBMeZrwLE4LQWgz1xag1y3Hvq89RH/t3k/8LC19s0Uu4zZZ04952NrGrAzxfbd8T+nj+FYvKobeAL4Fc7/vBbj9HP9wRhzsrV2A851hN7r5rYb+MBYDHQcGOw6Te+z72/T7Ed83/Upnj9c1QG/BzbgtKlcDfzQGDPJWuueFDpRr9ulwAx6e1aH8m9yov93sO+1A3gX53NUD5QBfw/cCcwCPuvab6Jdu5/Q+xO+buDfgK/Fv9ZnLr2Brhvo85bOFTg/bV6Z5vkx+8wpnI+tQiCUYnuX6/kJzVr7CvCKa9P/M8b8Auc71dtw/sfWc53SXcsJfx3jBrtORX321Wczzlp7vvtrY8xPgD8A/2KM+VdrbXP8qQl33YyzatL3ca7Hz+Kbh/JvcsJdsx5prh3W2k/32fVhY8zjwDXGmO9Ya9+Jb59o1+4rwA9xJt1dDuQDQZxroM9cegNdN33eUjDGlAJ3AXdZa1OFbxjDz5zaWsZWJ84/kr4KXM9LH9bat4DngJ4liHquU7prqevoGMp10mdzAPGe/XtxvqFxV0cm1HWLr2LwS5wJrx+31sbiT+mzNogBrl069+D8+Pt017YJde2stfXW2v+11v4EWAGchDNZD/SZS2uQ65bORP+83YrzU4ZvD7DPmH3mFM7H1m56fyzi1rNtV4rnxLEdmBR/3PNdbbprqevoGMp10mdzcNvjf05ybZsw180YU47TblYOrLDW7nE9rc/aAAa5dulM6M9bX9baMM7E678zxhSiz1xGUly3dCbs5y0+OfMGnJ9qTTHGzDHGzMEJ0nnxrysZw8+cwvnYehNYmGJ29CnxP98a2+GMK3NxZpyDs9Z0BFjq3sEYk4czyeLNsRyYh70Z/7PvdZqO8+PON/vse1J8QozbKTiz0DeNygjHl7nxP/e7tr3JBLhuxpgC4BfA0cC5rh979xjKv8k3mUD/Hczg2qWT7vM2Ya5dCoU41d1S9JkbCvd1S2cif96mAHnAN4Atrl+n4Eyc3YJzz4Kx+8zlej3JifQr/pfSd93LfGAj8Idcj88Lv4DJKbYtx1mX+8eubb/C+U7fvdbop+PX98xcv48xvmYrSb9e93qcfn33Ouer49fzaNe2i+m/Xnc1zo/gH8n1exzL64ZTOfL12VYQ/49pS5/P3GF/3QA/TuUtDJwzwH4Z/ZucSP8dzOTa4UzIy09x3DPxf6dHTrRrl+b/A2U49x/Yps9c9tdNn7eU1608/v+Dvr/W4QTzlUDtWH7mTPwAGSPxSRcrge/gzJj+FHAycLq19uUcDs0TjDG/BTpwJoUewFkC6hqgGTjZWrstvt+J8X3W4awjegTwReAFa+05ORj6mDPG3Bp/eAxwCfBjnP+QNFlrvxff51zg/+HMzP9PnOt5Lc7a5593ncuPM0ltEc6dLg/g3OlyJnCStfawqADD4NfNGHMlzkoaT+D8T60K59/p0cDnrLX/5jrXYX/djDH3AtfjVH8f7/N0m7X2v+L7ZfxvcqL8dzCTa2eM+RDw78B/4PykpQRnveSlwDestf/U55yH/bWL/3+gC+fztAfn39MqnM/UJ621j8f302fOJZPrps9b5owxLwIV1toTXNvG5jOX6+9YJtovnArct3D6kbpw1rycUJXeQa7P/wH+jHMb9DDOUkQ/Bmal2Hc58DLOxIq9wH1Aca7fwxheK5vm19Y++60E3oh/3rbjzOQPpDhfZfw/Ngdw1r99ATgx1+9zrK8bzuSpX+CsBR/CqZa/iNOSkOp8h/V1i7/3TD9rGf2bnCj/Hczk2gFHAj/H+UawM/4Z+jPwqTTnPOyvHfD/xa/dvvj/B/bH/02elmJffeaGcN30eRvS9XyRFHdSHYvPnCrnIiIiIiIeoQmhIiIiIiIeoXAuIiIiIuIRCuciIiIiIh6hcC4iIiIi4hEK5yIiIiIiHqFwLiIiIiLiEQrnIiIiIiIeoXAuIiIiIuIRCuciIiIiIh6hcC4iIiIi4hH/P+1WvqHgN3i2AAAAAElFTkSuQmCC\n",
       "text/plain": [
        "<Figure size 864x576 with 1 Axes>"
       ]
@@ -718,7 +741,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 116,
+   "execution_count": 216,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -727,7 +750,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 117,
+   "execution_count": 217,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -740,7 +763,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 118,
+   "execution_count": 218,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -760,7 +783,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 119,
+   "execution_count": 219,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -775,16 +798,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 120,
+   "execution_count": 220,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "error estimate: 0.20053883528563624\n",
-      "mismatch: 0.02010791222885977\n",
-      "snr: 229.43188441714122\n"
+      "error estimate: 0.09436221959358333\n",
+      "mismatch: 0.0044521142433138206\n",
+      "snr: 326.19155337927845\n"
      ]
     }
    ],
@@ -798,9 +821,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 121,
+   "execution_count": 221,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "if error_str and error_val==0:\n",
     "    error = np.sqrt(gwdatanew*gwdatanew-2*gwdatanew*gwdatanew5+gwdatanew5*gwdatanew5)\n",
@@ -814,7 +850,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 122,
+   "execution_count": 222,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -826,9 +862,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 123,
+   "execution_count": 223,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "error estimate: 0.0022033125483484324\n",
+      "mismatch: 2.427293092854832e-06\n",
+      "snr: 1319.0324044969273\n"
+     ]
+    }
+   ],
    "source": [
     "# Phase alignement\n",
     "if phase_alignment:\n",
@@ -856,9 +902,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 124,
+   "execution_count": 224,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "#Test the new interpolated data\n",
     "if error_str and error_val==0:\n",
@@ -871,22 +930,48 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 125,
+   "execution_count": 225,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "#Test the error data\n",
     "if error_str and error_val==0:\n",
     "    plt.figure(figsize = (12, 8))\n",
-    "    plt.plot(timesrd_final, np.sqrt(error.imag**2+error.real**2), \"r\", alpha=0.3, lw=2, label='all error')\n",
+    "    plt.plot(timesrd_final, error_est, \"r\", alpha=0.3, lw=2, label='all error')\n",
     "    plt.legend()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 126,
+   "execution_count": 226,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 864x576 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "#Test the error data\n",
     "if error_str and error_val==0:\n",
@@ -899,7 +984,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 127,
+   "execution_count": 227,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -907,21 +992,26 @@
     "position_in = np.argmax(timesrd_final >= tshift)\n",
     "position_end = np.argmax(timesrd_final >= tend)\n",
     "timesrd_final_tsh = timesrd_final[position_in:position_end]\n",
+    "#gwdatanew_re_tsh = gwdatanew_re[position_in:position_end]\n",
+    "#gwdatanew_im_tsh = gwdatanew_im[position_in:position_end]\n",
     "gwdatanew_re_tsh = gwdatanew_re[position_in:position_end]\n",
     "gwdatanew_im_tsh = gwdatanew_im[position_in:position_end]\n",
     "if error_str and error_val==0:\n",
     "    error_tsh=error[position_in:position_end]\n",
+    "    error_final=(error_tsh.real**2+error_tsh.imag**2)\n",
     "elif error_str and error_val!=0:\n",
     "    gwdatanew_re_tsh+=random.uniform(0, error_val)\n",
     "    gwdatanew_im_tsh+=random.uniform(0, error_val)\n",
     "    error_tsh=error_val\n",
+    "    error_final=(error_tsh.real**2+error_tsh.imag**2)\n",
     "else:\n",
-    "    error_tsh=1"
+    "    error_tsh=1\n",
+    "    error_final=(error_tsh.real**2+error_tsh.imag**2)\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 228,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -976,8 +1066,8 @@
     "    \"\"\" \n",
     "    xvars = theta[ : (dim)]\n",
     "    yvars = theta[(dim) : 2*(dim)]\n",
-    "    mass_vars = theta[-2]\n",
-    "    spin_vars = theta[-1]\n",
+    "    mass_vars = theta[index_mass]\n",
+    "    spin_vars = theta[index_spin]\n",
     "    \n",
     "    w_m_a , tau_m_a = dict_omega[qnm_model](mass_vars,spin_vars,2,2)\n",
     "    \n",
@@ -998,15 +1088,30 @@
     "    return cube\n",
     "\n",
     "# LogLikelihood function. It is just a Gaussian loglikelihood based on computing the residuals^2\n",
-    "def log_likelihood(theta):\n",
+    "def log_likelihood(theta,sigma=1):\n",
     "    \"\"\"chi2 likelihood.\n",
     "    \"\"\" \n",
     "    modelev = dict[model](theta)\n",
-    "    result = -np.sum(((gwdatanew_re_tsh - modelev.real)**2+(gwdatanew_im_tsh - modelev.imag)**2)/(2*(error_tsh.real**2+error_tsh.imag**2)))\n",
+    "    result = -np.sum(((gwdatanew_re_tsh - modelev.real)**2+(gwdatanew_im_tsh - modelev.imag)**2)/(2*theta[-1]*error_final))\n",
     "    if np.isnan(result):\n",
     "        return -np.inf\n",
     "    return result\n",
     "\n",
+    "    \n",
+    "\n",
+    "def log_likelihood2(theta,sigma=1):\n",
+    "    \"\"\"chi2 likelihood.\n",
+    "    \"\"\" \n",
+    "    modelev = dict[model](theta)\n",
+    "    modelevre= modelev.real\n",
+    "    modelevim= modelev.imag\n",
+    "    \n",
+    "    sigma2 = error_final + l_int*(modelevre** 2+modelevim**2) * np.exp(2 * theta[-1])\n",
+    "    \n",
+    "    result = -0.5*np.sum(((gwdatanew_re_tsh - modelevre)**2+(gwdatanew_im_tsh - modelevim)**2)/sigma2+np.log(sigma2))\n",
+    "    if np.isnan(result):\n",
+    "        return -np.inf\n",
+    "    return result\n",
     "\n",
     "# Logposterior distribution for the residuals case.\n",
     "# The evidence is just a normalization factor\n",
@@ -1024,47 +1129,70 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 129,
+   "execution_count": 229,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/work/francisco.jimenez/local/python-3.7.7/lib/python3.7/site-packages/ipykernel_launcher.py:31: RuntimeWarning: divide by zero encountered in true_divide\n"
+      "/work/francisco.jimenez/local/python-3.7.7/lib/python3.7/site-packages/ipykernel_launcher.py:78: RuntimeWarning: divide by zero encountered in true_divide\n",
+      "/work/francisco.jimenez/local/python-3.7.7/lib/python3.7/site-packages/scipy/optimize/_numdiff.py:497: RuntimeWarning: invalid value encountered in subtract\n",
+      "  df = fun(x) - f0\n"
      ]
     }
    ],
    "source": [
     "nll = lambda *args: -log_likelihood(*args)\n",
     "if model == 'w-tau-fixed-m-af':\n",
-    "    initial = np.concatenate((np.ones(2*dim),[0.8,0.9]))\n",
-    "    soln = minimize(nll, initial,bounds=priors)\n",
-    "    vars_ml=soln.x\n",
+    "    if fitnoise:\n",
+    "        initial = np.concatenate((np.ones(2*dim),[0.8,0.9,1]))\n",
+    "        soln = minimize(nll, initial,bounds=priors)\n",
+    "        vars_ml=soln.x\n",
+    "    else:\n",
+    "        initial = np.concatenate((np.ones(2*dim),[0.8,0.9]))\n",
+    "        soln = minimize(nll, initial,bounds=priors)\n",
+    "        vars_ml=soln.x\n",
     "elif model == 'w-tau-fixed':\n",
-    "    initial = np.ones(2*dim)\n",
-    "    soln = minimize(nll, initial,bounds=priors)\n",
-    "    vars_ml=soln.x\n",
+    "    if fitnoise:\n",
+    "        initial =  np.concatenate((np.ones(2*dim),[0.2]))\n",
+    "        soln = minimize(nll, initial,bounds=priors)\n",
+    "        vars_ml=soln.x\n",
+    "    else:\n",
+    "        initial = np.ones(2*dim)\n",
+    "        soln = minimize(nll, initial,bounds=priors)\n",
+    "        vars_ml=soln.x\n",
     "else:\n",
-    "    initial = np.ones(ndim)\n",
-    "    soln = minimize(nll, initial,bounds=priors)\n",
-    "    vars_ml=soln.x"
+    "    if fitnoise:\n",
+    "        initial = np.concatenate((np.ones(ndim),[1]))\n",
+    "        soln = minimize(nll, initial,bounds=priors)\n",
+    "        vars_ml=soln.x"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 231,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "36099it [07:44, 63.81it/s, bound: 68 | nc: 25 | ncall: 705120 | eff(%):  5.120 | loglstar:   -inf < -50023.789 <    inf | logz: -50041.456 +/-  0.093 | dlogz: 43654.114 >  4.009]    /work/francisco.jimenez/local/python-3.7.7/lib/python3.7/site-packages/dynesty/sampling.py:216: UserWarning: Random number generation appears to be extremely inefficient. Adjusting the scale-factor accordingly.\n",
-      "  warnings.warn(\"Random number generation appears to be \"\n",
-      "38814it [08:34, 58.37it/s, bound: 80 | nc: 25 | ncall: 781818 | eff(%):  4.965 | loglstar:   -inf < -37758.517 <    inf | logz: -37775.707 +/-  0.092 | dlogz: 33795.998 >  4.009] /work/francisco.jimenez/local/python-3.7.7/lib/python3.7/site-packages/dynesty/sampling.py:238: UserWarning: Random walk proposals appear to be extremely inefficient. Adjusting the scale-factor accordingly.\n",
-      "  warnings.warn(\"Random walk proposals appear to be \"\n",
-      "54458it [12:58, 73.27it/s, bound: 138 | nc: 25 | ncall: 1195321 | eff(%):  4.556 | loglstar:   -inf < -11052.534 <    inf | logz: -11073.959 +/-  0.101 | dlogz: 9622.248 >  4.009] "
+      "199127it [38:41, 85.79it/s, +4000 | bound: 310 | nc: 1 | ncall: 4765263 | eff(%):  4.263 | loglstar:   -inf < -158464.676 <    inf | logz: -158509.842 +/-  0.146 | dlogz:  0.000 >  0.010]"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "418.904022113\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "\n"
      ]
     }
    ],
@@ -1073,7 +1201,7 @@
     "mypool.size = nbcores\n",
     "\n",
     "start = time.process_time()\n",
-    "f2=dynesty.NestedSampler(log_likelihood, prior_transform, prior_dim, nlive=npoints,sample=sampler,pool=mypool)\n",
+    "f2=dynesty.NestedSampler(log_likelihood2, prior_transform, prior_dim, nlive=npoints,sample=sampler,pool=mypool)\n",
     "if parser.has_option('setup','dlogz'):\n",
     "    dlogz=np.float(parser.get('setup','dlogz'))    \n",
     "    f2.run_nested(dlogz=dlogz)\n",
@@ -1085,9 +1213,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 232,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Summary\n",
+      "=======\n",
+      "nlive: 4000\n",
+      "niter: 199127\n",
+      "ncall: 4765263\n",
+      "eff(%):  4.263\n",
+      "logz: -158509.842 +/-  0.146\n"
+     ]
+    }
+   ],
    "source": [
     "res = f2.results\n",
     "res.samples_u.shape\n",
@@ -1099,7 +1241,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 263,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "if export:\n",
+    "    save_object(res, results_file)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 233,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1125,7 +1277,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 234,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1135,7 +1287,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 235,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1144,27 +1296,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 236,
    "metadata": {},
    "outputs": [],
    "source": [
-    "if not eval(overwrite):\n",
-    "    if os.path.exists(sumary_data):\n",
-    "        outvalues = np.array([[nmax, simulation_number, tshift, evidence,evidence_error]])\n",
-    "    else:\n",
-    "        outvalues = np.array([summary_titles,[nmax, simulation_number, tshift, evidence,evidence_error]])\n",
-    "\n",
-    "    with open(sumary_data, 'a') as file:\n",
-    "        writer = csv.writer(file)\n",
-    "        if (outvalues.shape)[0]>1 :\n",
-    "            writer.writerows(outvalues)\n",
+    "if export:\n",
+    "    if not eval(overwrite):\n",
+    "        if os.path.exists(sumary_data):\n",
+    "            outvalues = np.array([[nmax, simulation_number, tshift, evidence,evidence_error]])\n",
     "        else:\n",
-    "            writer.writerow(outvalues[0])"
+    "            outvalues = np.array([summary_titles,[nmax, simulation_number, tshift, evidence,evidence_error]])\n",
+    "\n",
+    "        with open(sumary_data, 'a') as file:\n",
+    "            writer = csv.writer(file)\n",
+    "            if (outvalues.shape)[0]>1 :\n",
+    "                writer.writerows(outvalues)\n",
+    "            else:\n",
+    "                writer.writerow(outvalues[0])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 237,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1174,7 +1327,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 238,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1190,7 +1343,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 239,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1230,12 +1383,16 @@
     "if model=='w-tau-fixed-m-af':\n",
     "    pha_lab[i] = phasestr+str(i)+'$'\n",
     "\n",
-    "    labels = np.concatenate((amp_lab,pha_lab,mass_lab,spin_lab))"
+    "    labels = np.concatenate((amp_lab,pha_lab,mass_lab,spin_lab))\n",
+    "\n",
+    "if fitnoise:\n",
+    "    noise_lab = ['noise']\n",
+    "    labels = np.concatenate((labels,noise_lab))\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 240,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1245,23 +1402,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 241,
    "metadata": {},
    "outputs": [],
    "source": [
-    "key =['max val','lower bound','higher bound']\n",
-    "dfslist = [pd.DataFrame(np.concatenate(([tshift],sigma_vars_all[i])).reshape((-1,prior_dim+1)), columns=np.concatenate((['tshift'],labels)), index = [key[i]]) for i in range(3)]\n",
-    "df2 = pd.concat(dfslist)\n",
-    "if not eval(overwrite):\n",
-    "    if os.path.exists(best_data):\n",
-    "        df2.to_csv(best_data, mode='a', header=False,index = True)\n",
-    "    else:\n",
-    "        df2.to_csv(best_data,index = True)"
+    "if export:\n",
+    "    key =['max val','lower bound','higher bound']\n",
+    "    dfslist = [pd.DataFrame(np.concatenate(([tshift],sigma_vars_all[i])).reshape((-1,prior_dim+1)), columns=np.concatenate((['tshift'],labels)), index = [key[i]]) for i in range(3)]\n",
+    "    df2 = pd.concat(dfslist)\n",
+    "    if not eval(overwrite):\n",
+    "        if os.path.exists(best_data):\n",
+    "            df2.to_csv(best_data, mode='a', header=False,index = True)\n",
+    "        else:\n",
+    "            df2.to_csv(best_data,index = True)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 242,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1274,15 +1432,92 @@
     "elif model == 'w-tau-fixed':\n",
     "    truths = npamps\n",
     "elif model == 'w-tau-fixed-m-af':\n",
-    "    truths = np.concatenate((npamps,[mf],[af]))"
+    "    truths = np.concatenate((npamps,[mf],[af]))\n",
+    "\n",
+    "if fitnoise:\n",
+    "    truths = np.concatenate((truths,[1]))\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 249,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([1003, 1458, 1602, ..., 1838, 3917, 3300])"
+      ]
+     },
+     "execution_count": 249,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res.samples_id"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 243,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.991747211983"
+      ]
+     },
+     "execution_count": 243,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mf"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 244,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "0.260519678626"
+      ]
+     },
+     "execution_count": 244,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "af"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 245,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 698.4x698.4 with 16 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
+    "# Noise q=10 with no noise \n",
     "fg, ax = dyplot.cornerplot(res, color='blue', \n",
     "                           show_titles=True,\n",
     "                           labels=labels,\n",
@@ -1294,16 +1529,268 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 169,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 849.6x849.6 with 25 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Noise q=10 with noise \n",
+    "fg, ax = dyplot.cornerplot(res, color='blue', \n",
+    "                           show_titles=True,\n",
+    "                           labels=labels,\n",
+    "                           quantiles=(0.05,0.5,0.95),\n",
+    "                           truths =truths,\n",
+    "                           truth_color='red',\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 89,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 849.6x849.6 with 25 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Noise results without aligning the waves \n",
+    "fg, ax = dyplot.cornerplot(res, color='blue', \n",
+    "                           show_titles=True,\n",
+    "                           labels=labels,\n",
+    "                           quantiles=(0.05,0.5,0.95),\n",
+    "                           truths =truths,\n",
+    "                           truth_color='red',\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 340,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 849.6x849.6 with 25 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Lev 6 with m and af with fixed noise = 0.0001\n",
+    "fg, ax = dyplot.cornerplot(res, color='blue', \n",
+    "                           show_titles=True,\n",
+    "                           labels=labels,\n",
+    "                           quantiles=(0.05,0.5,0.95),\n",
+    "                           truths =truths,\n",
+    "                           truth_color='red',\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 389,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 849.6x849.6 with 25 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Lev 6 with m and af with fixed noise = 0.001\n",
+    "fg, ax = dyplot.cornerplot(res, color='blue', \n",
+    "                           show_titles=True,\n",
+    "                           labels=labels,\n",
+    "                           quantiles=(0.05,0.5,0.95),\n",
+    "                           truths =truths,\n",
+    "                           truth_color='red',\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 398,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f841ae98210>]"
+      ]
+     },
+     "execution_count": 398,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(timesrd_final, error_est, \"b\", alpha=0.3, lw=2, label='error')\n",
+    "plt.plot(timesrd_final, error_est*np.exp(-2.34),\"r\", alpha=0.3, lw=2, label='error')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 196,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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sSYUUGIqIiIiIVI+CLRERERERkTxQNcIi6dSpNNvKxgknFPZ5IiIiIiK1kYKtIunRozTbykb//oV9noiIiIhIbaRhhFIpzdsSEREREak6BVtFMmFCbKXWVjaGDo1NRERERETKp2GERTJwYOx79y6ttrLRrVvs3QvzPBERERGR2kiZrQKrrUPyamu/RURERESKRcGWiIiIiIhIHijYEhERERERyQMFW5I1DSUUEREREcmegi0REREREZE8ULAlIiIiIiKSByr9XkDpw/D23Td37eayrcr06QNDhhTueSIiIiIitZWCrSJp06Y028pG166FfZ6IiIiISG2kYYQiIiIiIiJ5oGCrSN5+O7ZSaysbnTtD796Fe56IiIiISG2kYKtIRo6MrdTayvZ5d99duOeJiIiIiNRGCrZERERERETyQMFWgWhBYBERERGR+kXBloiIiIiISB4o2JJqU7ZORERERKR8CrZERERERETyQMFWkbRuHVuptVXV5ym7JSIiIiKSWaNid6A+yBSQ9OqVu/Zz2VYpPk9EREREpDZSZktqTNktEREREZElKdgSERERERHJAwVbRdK/f2yl1lYpPk+kVJlZXzMbbWazzewjM9u8gmvPNbNPzGy6mY03s2fMbN2atCkiIiKlTcGW5ISGEkpdY2ZvmdnRFZw/CLgBuBjYFPgceMXMViznlu2A24DuwM5AY+BVM2tegzZFRESkhCnYyrP6FITUp9daaGb2gJm5mXUodl/kT6cDd7v7fe7+NXAiMBM4NtPF7r6bu9/v7l+5++fA0UA7oGt12xQREZHSpmBLpHbYFJgK/FjsjlSVmW1iZoPMbJKZzTKzT82sj5lZNdv7q5k9b2YTzGyOmf3PzJ4zs+5lrjvczO4wsw/NbGYSrF6Uo9fUhAiSBqeOufvC5Octs2xmmWQ/KYdtioiISAlRsCU5pexW7pnZUkAn4FN392L3pyrMbFvgA2BX4AXgZmL43J3ArdVorx/wIrAB8BRwPfAq0IHFM0QAlxGZoXWAsdV7BeVqDTQEfitz/DdgpcpuNrMGwI3Ae+4+PBdtioiISOnROlt5pMBDcqQL8Xd1WLE7UhVm1gi4F2gK7O7uLyXHLySyNX8zs0fd/Z0s2zsROC1p8yR3n1fmfOMytxwPfO/uo5O5V/dV0v55wHlph5YGuptZelC4nrv/lE1/K3EbETBuk4O2REREpEQpsyU5pyCz5sysiZmdYWbDgVQwcqqZjTSz44vZtyrYAVgbeDMVaAG4+1zgwuTHrN4tSXbvUmAM8LeygVbS7rwyPw9299FV6O+dwMZp2xDgX2WOpTJkE4EFQNsybbQFxlX0kCR46wns4O4/p52qdpsiIiJSmpTZKpJtty3NtnL1vD594K678t+XusjMlgFeIubpvA40IYKWR4C9gLvNbK67/6d4vczK9sn+1Qzn3gX+SLumMjsRw+weBNzM9gLWS9p4190/rVFPAXefRDJ/CsDMZgHj3f37DNfONbOhwI7AM8n1DZKfMw6PTOao3QLsC2zv7qNq2qaIiIiUNgVbRdK5c2m2lcvnKeCqtgFEoHWKu99qZl8SxTGOBP5KzH06B8hJsGVmpwHLVuGWt9z9rSyuWyfZf1f2hLsvMLNRwAZm1szdZ1bS1mbJfi7wGRFo/cnMngGOcPcZWfQrV24AHjCzIcDHxBDH5qQNVzSzk4F93X1HYujgocDewHQzS83Dmurus7JtU0RERGoPBVt5oqF0IfV7UNCVHTPbBdgDeCYJtJYGOgNvu7ub2cvAFKCzmTV09wU5eOxpwBpVvOetLK5JVdubWs75aWnXVRZspdaZOhP4kghGhxOFQ24D9gFuJwLSgnD3x8ysDXAJUcDiM2A3d08vcNGaKN4BcFKyf6tMU8cA91ehTREREaklFGwVyYgRsc9FViqXbeXrecpyZS21ntLNyb4LUaFuGEQpcDObS8ztyQl3b5+rtvIoNb90PrB3WpGKIcmQwu+Bw83sXHf/JRcPdPfts7jmVioY4ufuFwEXJX/OqtR9ZW2KiIhI7aECGXmQTVbrnXdiy4VctpXP5ynbl5XtgRnA28nPmyb7ofBnoYjlgVHpWS0z62tmo81stpl9ZGabF7DP5UlltJYp53yrMtdVZEqy/7RsNcAk6/MRYEC3KvZRREREJG+U2ZKC0rDC8plZS6Ly3I9pgVRq7ahU2ffdiL+3b6TddxAx1+dEIug4DXjFzNZ19/FZPPc08jNn69tkv3aGZzYE1gR+yWK+FsA3yX5KOecnJ/uls2hLREREpCAUbOWYsjfZUdCVUervY3rAsCkwnUWBy8nJ/t9p15wO3O3u98Gf61HtQQxJvCqL555GfuZsvUWsW7VLhn5sQxR+eCbL56WCy85mZhkWd14/2Y/Osr2cMLO+wFnE/KrPiaImH5dz7blAL2Ke2SzgfeBsd/+mzHVZtykiIiKlTcMIpaj69FGAmuLuk4FfgJXNrIeZNSWCiM+S4hjnEmXAH3L3jyDW4yKyX4PT2lmY/Lxlls9t7+5Whe2iLF/Sm0Qlwh3M7K+pg0mfL01+7F/2JjPrYGad0hcpTtbLeoEICvuWuf4YoojID8AnWfatxtIyihcTQfHnREZxxXJu2Y4o5tEd2BloDLxqZs1r0KaIiIiUMGW2ckhBQ/Wl/+7qebbrSqI4wkDgNeID+XJm9l+gBxFE9U67vjVRQKNstbrfiAxK0bj7/GQB5leBZ8zsMeBXIuu2PnCHu7+d4dbXiaBqTRbPVP2NyAbdYmY9iaqEnZP2ZgJHl5nHdjyRQQPomOz3MbP2yZ/fdfd7avASq5RRdPfd0n82s6OB8USwnPo91DRLKSIiIiVEwVYOKMjKrbK/z/oUfLn7bclCtn8HDkgOrwOMTI7dnqNy7wXh7m+b2VZEpmZPYCliSORJQJX+y7r7T2bWDfg/oCfwF2Ku1qPApe7+dZlbtgGOKnOsS7KlVCvYSssoXpnWv4VmlnVGkUWFQyblsE0REREpIQq2qkkBVuFU5XddFwIzd7+FyN7cCfQBNnX3r8q5fCJRBr5tmeNtgXH562X23H0YEWhle337Cs6NIwK1k8q7Ju3ao4Gjs31uFdUoo5gE1DcC77n78Fy0KSIiIqXHlpxnLunMbAIwJsvLWxMffouhvj672M+v7NlruHub6jRsZh8CGwEtK8pmmdlHwMfufkrycwPgJ+BWd9fQsyyZ2VXA2ZVc1tndR5rZKsT8uq3c/YO0Nq4BtnP3LSp51h3AX4Ft3P3n5FiN2hQREZHSo8xWJaryQdnMhrh7Udb5qa/PLvbz8/XsJGDaEPgyi2GDNwAPmNkQ4GOiumBz4L5c96uOux64v5Jrfkz21c4omtmtxDDIHqlAq6ZtioiISGlSsCVSmtYBmgGfVnahuz9mZm2AS4hy4Z8BuyWL/UqW3H0CMCHLa+ea2VCiOuQz8GeAvCNR4GQJZmbALcC+wPbuPqqmbYqIiEhpU7AlUoLcfSRgVbj+VvSBvNAqzSia2cnAvu6+I1H2/VBgb2C6ma2UXDbV3Wdl26aIiIjUHgq2cmuJNYP07Dr//GK/dimSLDOKrYEOyZ9TRT3eKtPUMSTDF5WlFBERqVtUIENERERERCQPGhS7AyIiIiIiInWRhhFWonXr1t6+fftidyN8/33sO3Ysbj8ka0OHDp1YUUXLknp/VcPQobHv2jXP7S+T+/d+vvteCJW9v0RERKS4FGxVon379gwZMqTY3Qh7JuvCPvdccfshWTOzCtdoK6n3VzVYUsIjXy/hz/a3zf17P999L4TK3l8iIiJSXBpGKCIiIiIikgcKtkRERERERPJAwZaIiIiIiEgeKNgSERERERHJAxXIEJFqy3dxiT/bvyiPbYuIiIjkiYItEam2fJZN79Mn9nfdlZ/2a3PJdxEREakdNIxQREpOKtAq+2cRERGR2kSZLRGptt69Y9+/f37af/vt2H8xEzbaKLdt57vvIiIiIgq2RKTa7r479rkMWNIzWSNHJn9ol7v2U/LRdxEREZF0GkYoIrXCF18UuwciIiIiVaNgS0RKhuZniYiISF1SZ4ItM2uY7Bskeytuj0REREREpD6rE8GWme0O3GRmLwK3mlkPQMGWSB2jzJeIiIjUJrU+2DKzQ4GBwBbACsAewBvADWa2YTH7JiIiIiIi9VetrkZoZmsAFwD/AS5399Fmtg5wEHAx0MnMLnP3d6vYbm+gN0C7dnkogyZSR2y6ae7aypS1at0683W5WOg4l30XERERyaRWB1tAC2AN4Fp3H50c+87dLzWz74EBQFMz+6e7f5Jto+7eH+gP0K1bN89xn0XqjKFD89t+r17JH17Ofdv57ruIiIhIbR9GuBQwH0gVx2ji7g7g7o8ABwDbAaeZ2YpF66WIiIiIiNQ7tTrYcvehwPfAccnPc82soSXc/SngZOAQoCeoSqFIKapq4QsVyhAREZHaoNYGW6kS78D1wCZmdieAuy8AGqQyXMCDwEvABWa2fNpxEakhs9jypX//2PIh330XERERqTXBlpltYGbbmdkBZtYWaJKcepOYm3WQmV0OEXCZWaPkz9OBV4A2wHJF6LqIiIiIiNRDtSLYMrMjgFeBF4DHgE+AG81sNXf/FbgaeA840cyuB3D3+WlNzANmksztEpHaT0MJRUREpNSVfLBlZjsAdxJB1gHABsC7QC/gbTPr7O7fAmcAg4G+ZjbQzNY3s1Zm1g3YD/gfML4oL0JEREREROqd2lD6fTNgInC3u3+dHDvUzI4FzgfeNbO/uPvnZvZP4Evgb8DHwHQio9Uc2MndpxS89yJSIWWoREREpK4q+cwWsDZAKtAys6bJz/8GTgcmAK+Z2VruPoYomLExcAlwP3Ar0N3dvyx4z0UkrxSoiYiISCmrDZmt/wKHm9k+7v6Mu88xs4buvsDdnzWzpYBrgf5mdqC7TwJmEfO4REREREREiqI2BFtfEMMBjzazL9z9x6TaYCrgeszMNiLW0+oBPJM6B7Gulsq9i+THXXfV7P7KMlPbbpv8YUzNnpNJTfsuIiIiUpmSD7bc/QszOxe4G/jWzK519wnpARdwEXAwsDfwTCrQSu5XoCWSJ71757f9zp2TP+Qh2Mp330VERERKOthKZaXc/V4z6wCcDcwzs9vcfWwqqHL3eWb2K7BCUTssIiIiIiKSKOkCGWWyUlcD/YBzgUvNrHvqhJmtRyxYPCr52QrZT5H6qn//2PJlxIjYKlLdIhn57ruIiIhISWe20rn7VDM7DxgHXAVsZ2YvEqXdtwJWBm5LrtXQQZECSAU6+RqS9847yR/a5b7tfPddREREpKjBlpltBUxJWz+rQu4+F7jOzD4DjiYWOZ5JZLS2TRY3FhERERERKbqiDSM0s/2Bd4GbzGydqtzr7oOBo4g1uLoAe7r7V7nvpYjkSy7XyNJ6WyIiIlKKihJsmdnGwKXAWGAzYo2sKgVcQAN3n5Fss3LdRxERERERkZooeLCVLEJ8OLAu8H/AkcAGwF2VBVxmtqaZ7Q5RgTDffRUREREREamuYmS25gDfAre5+73Ai8SCxBtSQcBlZs2AG4HnzeyIAvVVRERERESkWgpeIMPd3czuAzz5eb6ZPQMsBG4nAq4+ZYtduPtMMxtEBGUfF7jbIpJDmmMlIiIi9UFR5my5+zx3n5/282xgEPA3FmW4OqXOm9mGyXX3Al3c/ZsCd1lEMnCPLV96986+NHtVA7h8911ERESkZBY1LhNwbQTcbmYdzWxH4D9JNgxgRrH6KCIiIiIikq2SWtTY3Web2fPAAuAu4FGgGbAqsa6WFiwWEREREZFaoaSCLTNrkMzNeo7Ibl0ITAG2cfcvi9q5Ipg+HT77DD79FEaOhGM+gYUL4dKesNxysMYa0KkTdOkC664LTZoUu8dS33TtGvuhQ/PT/tNPx75vs9y3ne++i4iIiJRUsOXuC5M/bgf8FZhGBFpfF69XhTF/Pnz0Ebz5ZgRYH38MP/+8aE5Jq1aw33xo2AC+/x6mTYPx42HBgjjfsGEEX5tuCuusA+utB5tsAp07g1nRXpbUccOG5bf9iROTP7TLfdv57ruIiIhISQVbAGbWHDgf6EYUw6jTgdaCBXDHHXD55TBuXARGq60Ga68Ne+wRmatOnWCFFaDj6XHPgH6xnz8fRo+O4Ov77+HHHyNIGzhwURDWpg0ceSSceCJ07FiUlyhSMH36wF13FbsXIiIiIqHkgi13/8PMTgIauPtXxe5PPk2eHAHVBx/AxhvDKafAlltGFisbjRpFAFU2iJo/H8aMgS+/hHffhRtvhH794LDD4F//UtAlxaWy7yIiIlJflFywBeDuI4rdh3ybNg222gp++AEuuAD22Sd3bTdqBB06xLbPPjEU66GH4PHH4eGH4Ygj4P/+D9q3z90zRURERERkcSVT+r0+mTcPdt4ZvvsOrr02t4FWJq1bw2mnwbPPwoEHRsC19tpw/vkwa1Z+ny0iIiIiUl/VqWDLzEoyU5fOPYYLfvwxXHghbLNN4Z7dujWccQY88wzssgtccQVstFHM9RIRERERkdwq+eAkW2bWC1jOzB5y9znF7k95br89JvAfdRT07Fn+dQsXwk8/RQGMSZMiA3Xcz3FuwIAopNGgATRrFkUwOnWKcvDZWHFFuOQS2G23GMLYvTu8/Xa0IVIVJ5xQteurOl/rz/fkzKrdl42q9l1ERESkqupEsGVmRwP/Bs4DSrbQ+YcfwqmnwrbbQt++ma8ZPRoeeQRefhn++GPxczsk+379Mt/bti0ceijsvTe0aFF5f7baCvr3j75stRW88UYU6hDJVv/++W2/R4/kDy9nf0+2FQnz3XcRERGRWh9smdkxwL1AP2CAu88ucpcymjkT9t9/UVapQZkBnPPmwa23RtaqUaNYI6tTpygDv8wy0LQprH9PXNvv+BiO6A6zZ0fm68cfY52ufv0ie3bggfG8VVetuF8dO8YH0759Yeut4cEHoVev/PwORERERETqk1odbJnZoUSgdQ1wh7v/LznenJiPtsDdZ5qZuaeWB86q3d5Ab4B27XKzmmq/fvDLL3DnndCy5eLnZs+OsuxjxsB228Xwwkzl3xsmAVqzZouOtWgRc7HWWSeGBf70Ezz9dFQffPDBqEj4j3/AFluUv7hx+/Zw//0xn2u//eDYY+Hmm6F581y8cqnLhg6Nfdeu+Wl/woT8tAv577uIiIhIrQ22zGwr4CFgCPCQu49Jjl8ObAmsDIw1s2vc/ZWqtO3u/YH+AN26dcs6SCvPH3/AlVdGINWtW9lnwfHHR6B11FExnK8m2rWLyoOTJ8M778Bbb8HJJ8Pqq8fiySutlPm+Nm3g3ntjaNV998W9r76q8vBSsdT7OfuvMqpm4MDYX5Sb7zwWk+++i4iIiNTaaoTu/j7wBrAJsIeZLW1mg4AzgBbAGGB94HkzO8PMGharr089FQHX4YdnPjdyJOy7b80DrXTLLQd77QVXXx3zuH77LYYVfv55+fc0bhzDCW+6CX79FTbbLIJAERERERGpuloXbJnZUqk/u/tORMB1KfAxsDHQC9jR3XcD/kpkv64G9il0X1Oeey6KV5QtPjFuHNxwA6y5Juy6a36e3bhxZNT+9a8Yfti3b6zvVZGttoJ77onhjbvuqrW4pPapatVDERERkXyoVcGWmR0MvGFmy6eOufuuwKtEFusi4DV3n56c+5SYz/U1cKWZLVvoPrvD669HlqjsnKnTT4/zJ5xQ/nyqSZOiSuC990YRjK9HRIB2++3wwAPw5JPwyivwySeRjSpvSFSbNnDmmRF8HXssDB9ecb87doxCHt98E4sfi9SUAiARERGpb2rNnC0zOwq4L/lxK2J44FLuPtvde5rZDcB77j4vud48jDCzN4HjgJbAlEL2e9y4mD9Vdg2rjz+Gb7+N4YMrrLDkffPmwbPPwmuvxc9Nm8LsBdCoYQRV8+fHNm/e4gFW48axYPGOOy5Z4GKFFeDss+G66yLAO+useH55gV6PHnDAAXDjjVE4Y+utq/1rEBERERGpd2pFsJW2jtaDwE7ACcDz7j7bzBq7+zx3Pz25NlPlwRbAZPKyNGrFvvkm9mULTVxzTVQS3HHHJe+ZMwcuvBCmTo0grUuXKP++arLW0MG7LbrWPQKu6dOjctvw4fDCCxGknXJKVClM16YNnHce3HYbXHFFVC28/voYypjJKafAe+9FKfnhw7NfOFlEREREpL4r+WGEaYHWjcQwwYeBPc3sQIBUJivF3d3MGqYCLjPrBmxGzOkqs0xw/v34Y+xXW23RsbFjY/HiHXeMTFS6hQvhoosi0Np++8guLbNM+e2bQZMmkbXq1CmKYOy7LzRsGMMNU8FeumWWgXPOiXLzEybE/pNPMrffrFkEZePHR0n6BQuq8OJFREREROqxkg62zOxYItDqB1zr7qOAAcAsovgFZksOgnP3Bcm5XYHLgFWA84ux4PFPP0VA1LbtomPvvhv7TOv7vPFGzNPaeusls1LZatMmhv8tvXRUFhw7dslrGjSIQO7//i/W9Dr5ZBgxInN7G2wQ873efz+GH6pUtqQMGRJbvuy7b2z5kO++i4iIiJRksGVhFeAq4GbgOnf/FcDdPwNuB44ws60zLVZsZsuaWT/gP8DawA7uPrJgLyDNr7/G0Lv0DNbw4TGEMD0AgwiynnoKll8e1luvZs9dainYZ58Iqq65BmaWM4ByueXg3HPj+rPPLj+Q2n//CLTuuy8WSVbAJRBfGGSzKHB1i2O0aRNbPmTbdxEREZHqKslgKylsMRbYBrgiFWilZbFeBeYBJ5tZywxNNAB+IQpq7OzuXxag2xn9/jssu+zix4YNi8WHyxo8OIKYXXctv2hFVbRoAX/9a5Rwv+yyGKJY3nW9ekUG7MMPy2+vd2845JDIll12Wc37J5JPqn4oIiIixVaSwVYqqHL3b919fOp4Kovl7q8BTwI7A62TexqkXTcJuAX4l7v/WMCuL+GPPyJrlG7KlCW/rZ8zB956Czp0gJaZwsc0kybFkL7+/WN7912YMSPztSutBN27R9D3/PPlt9m9e1QvvOGG8q8xi3L1e+wR63a9+GLF/ZS6r3fv2PLl7bdjy4d8911ERESkJIOtTEMDU8ysYfLH24GliaIZuPtieRt3n+Puc/PVx2wtXBjFKlJmzYpM0/LLL37d0KFRfKKi4YMLFsCYn2JtrfR1sr7+Gh5+OIpuZLLBBrDuulGl8PPPM1/TqBHstBOMGgUjKxhwaQYXXABrrQXHH68Fj+u7u++OLV9Gjqz4/VgT+e67iIiISEkGWxVJFb8AvgLeBf5qZptB5mIZxda4cZRmT/n999iXrTD47LORASs7jytl3Dj4+ZeKn/XqqzA3Q3hpFgU3WrSITNjUqZnv3377KKpx3nkVz8lq3BhOOy3mo1WULRMRERERqc9yEmyZWWMz29nMTjWz85P9zmbWuPK7l2ir0oApWUtrGvAvoBWwF1ScESuW5s0XL06RCrbShwrOnRsB0DrrZJ6r9fPPMGhQds/77LPMxxs1gt13j0zb1VdnvqZZs6j89tNPlQdRW2wRc9E0lFAqo7lTIiIiUl/VONgysy2AUcBNwNbAmsn+JuDHVNapgvtbmlkbM2sKf66TVWHAlXbNSOA54Gwz27SmryUfWrZcfKjdlCmLjqeMHh2ZpFVWWfL+GTOqFtB89ln5lQeXXRY22SQCvlGjMl+z7baw+upw5ZWRuSpPw4aw9toqnS2lTYGeiIiIFFMuMlt3A+e5+3rufqC7H5/s1wPOI9bJysjMDgAGAV8C75nZvWbWJpsMVVKxcCrwOjAXGF/JLUXRvHnM0UqZNi32zZotOjZuXOzLzuNyj7lYVTV0aPnnNtwwslzlzVVp0ABOPDH+/Pe/VzyccKWVYlFkERERERFZUqMctNEBeKycc48Dd2Y6YWb7EQsUv0QEbOsTwwF3NLOzgJfdfXp5D02GErq732lmT6dXLcyp77+HPfes9u19RsAuf0CHf8TPB/4CXYH1BkTQA7DxeDgIaPfO4sMI586F9CdvxscADKKS/oyAVaZC43L+6x7TDKb+Dp36QZNyBnruugKMHQVtj4eWrTJfc9EPMG4CVNYdEREREZH6KBeZrbeB68ysdfpBM2sDXAu8U+a4JWtjnQg8D5zk7hcChwB7A6OBe4CjzKxMGYnF+55WIr4ks1p/SssOpTJF1iDD+TKDJ8sbDpiN6dPKP9eiReynTC7/muWWj8BvfAW/2YaNYMFCLXBcn226aWz50rp1bPmQ776LiIiI5CKzdSRwF/CLmU0GpgEtgeWIYOrI9IuT+VZzibldg919bJKlmgO8b2b7E4sRXwX8YWYDUiXczawjsJm7P5JWlTC/OnaE556r9u33/xNuvhne6xc/P/ooXHcdXH/soqDnzTfj+OE9Fh9eOHgw/JgWNKUyWnuRRX9mQO9Dyz89YAA0ngNXn1z+NZdfHgU1numX+fwjj8D118PEB2CFFSrvUr1UegUyc6qiIau50KtX8oeXc992vvsuIiIiUqPMlpk1c/cJ7t4LWAH4K3AssDvQ2t33Lyfr1ASYBSy7qKnI9bj7ROBw4D3gSmC95IIWwDnAADM7rSb9LqZUyfdpaUHUiivGfnKZTNPCheTNaqvFgssVad264nW0UgHW2LG565eIiIiISF1R5WDLzJqa2Y1mNgmYbmazzOxj4FTgJ3d/190/dfcZ5bWRzMW6HzjQzPZy94XuvjBtWOBU4O/AVOC25NgM4GngfeC1qva7WBo3hvnzFw21a9cu9umV/tZcc8ljENUD86VJk1gkuSK//x5rf5Vn9dVj/+23ueuX1C2qBigiIiL1WXUyW7cSgdC3RHn3/xCzji4BvjOz3bNsZwDwKXCZmW0FS5R9HwXcC3Qxsy2T8y8CO7v7V9Xod1G0bh1BzfSk1Mc660QANnLkomuaNYNWrRY/BosCs+rYbruKz8+eHf2oyO+/w8Ybl39+zTWjBPywYVXuntQRZvkdKdm/f2w1UV7Al+++i4iIiFQabJnZA2Z2tpn1NLMOwIHAA+7e3d1Pd/c+7r4FsBZRDOPpZO2tCrn7OGLIYVvg8tQ9ScDVOJmn9TDQDGifdl8FA9tKz1prxf7HH2PfuHEcGzIkMl4pu+8eBTEmTlx0rG3b6j93nXUqPv/zz4vPDyvrjz9ija9U/zNZaino0AHeeKN6fRQRERERqcuyyWx1By4j1sP6FmgBbGZmt5pZHzPb0syau/sYYB+iOuGV2Tzc3T8nyr13AfqZ2c7J8XnJJRsCk4GJmVsofd27xz598d++fSOwSs8Ibb55fMuent0ygwMPrPozjzqq4m/sp0yJuVg77lj+NakhjR06VPysddfVMEIRERERkUwqDbbcfV0iu7QRcCiwILmvJ3AH8C4w1cy+B55KznU3s46poheVtP8RsAvQGnjCzM4xs83MrCfQF5gB1Jphg2W1bRtD8V5+edG8re7dYbnl4JVXFl3XvDlssQV8802sr5Wy7LKwyy7ZP+/II6Fp04qv+eyzCMY237z8a1IZttVWq7it1VaDSZMqLqQhIiIiIlIfZTVny93nuftwd3+MCHw+dvf2RHn37YniGK8DKwNbAE2Bb4CZZvalmZW36HGq/SFEBcNBwMVEAHc/0AnY091rdb27v/8dRo9elN1q0CCyTz//HFvKDjvE/K4RIxa/v3172H//ip+x9dZwwgkVF7QA+OGHyETtssuiyoiZpKolVrbGUWooooItKUvFMURERKS+q06BjCuAI83sImCmu7/j7rclc7e2BG4B5hBzuy4FPiPmc1XI3b8HjgG6AkcTixxv6+5fVKOPJeXggyOwefTRRcd69oRGjeDttxcda98+MllDh8KcOYu3sfzysEY7WGVl2H77yI716AF77w3HHw/rr1/5ZP8ff4z5Va1axX0V+eOPCAqbN6/4umnT4rmVXSdSTAr8REREpBiqvKixuz+RFMq4HDjOzJ4DvgRmA1sRgdLL7v5UNdpeAAxPtjpj6aUju3XZZTBmDKyxxqLhgYMHw377LRr617dvLCY8ZEhkq8pq3Ljy4hdlucPw4fDBBxFoXXRRVBGsyIwZ0e/KArjvv48S8JUNXRQRERERqW+qtaixu19FBFafAEcRa2HdCxwHfACckKsO1hV9+0Ym68knFx3r1SvmZ33yyaJj7drBX/4CX30F331X8+fOnw/vvBOB1gorRCCXTRbqp58qX+dr4UL49NPKy8xL3XXXXbHly7bbxpYP+e67iIiISJUzWylJYYteZtYYWIeYv/WLu4/KVefqkrZtY+jeyy/DqadG4NWlC6y4Irz4Imy55aJs0/77x1DCt96KYKlz5+o9c+zYGDY4cybstls8v0EW4fW8eTBuXAx1rMg330Rlw513rl7/pPbr3Tu/7f/53h+T+7bz3XcRERGRamW20iXFM75y93cVaFXssMNg8mT48MP42QzOPDMWD37vvUXXNWwIF18cmaV33oHHHotM08KFlT9j+vQYMvjII/D88xGsnXIK7LtvdoEWREn6uXMjw1aRt9+O1/DXv2bXroiIiIhIfVLtzFapMTNzTxVXL0277x6FLp56CrbZJo7tsEPM4XriCVhvvUXV/5ZeGq64IrJbTz0VGbG/AQ0MHnooMmPLLw9NmkTAM2sW/PbbosIazZrFGl09esQ8r2z98Uf0pW1b2Gyziq99663IzlVWsVDqrv79Y182S5SrghRlK3PmUnl9FxEREcmVOhNsAU3NbA7Q1N1nF7szmTRpAn/7W8ybGj06qg+awS23wAEHwE03wbnnLiqn3qBBZJe22SbKtbd9PIb4rdMuKgv+9luUiocIqDbYANZaK/Zt21Ze3KKsadPguuti2OEtt1RcROPHH2NOWb9+1flNSF2RCqryFbC8807yh3a5bzvffRcRERGpE8GWme0FHEyUmJ9oZvcB77j7+OL2bEmnnALXXhvfql9xRRxbZRW4/vqoWHjttXD66dCy5aJ7mjRJAqi34ueTTsptnxYujOqHjz4ambEbb4znVeTxxyMYO/TQ3PZFJF/69FFBDBERESmsGs/ZKjYzOxh4ElgRmJDsnwDuMrO/pF2XdZ7HzHqb2RAzGzJhwoSc9nfFFeHss+HVVxefp9W9O1xzTWSrLr44Sqrn28KFUYjj//4P7r03Arz7749iHRUZORKefjo+vK64Yv77KSIiIiJSG9XqYMvM2gJnEsHVse6+J7AzcCywB3C9mR0AUJX5XO7e3927uXu3Nm3a5Lzf550Xw/0uvhgmTlx0fPvt4YEHImN07bXw4INR7S8fvv4aLrwwMmzz58Mll8Czz0KnThXfN3ZsZN6WXx4uvTQ/fRMRERERqQtqdbAFLA10BD5x95+SYzPc/X6gJ5Hl+peZVVLEvLCaNoVBg6IYxXnnRbCT0qlTnDvsMHj/fbjgggiCZs3KzbN//z2GLN50U8z3uvxyeOmlKN5R2ULHY8fCiSfC7Nnw5psRcImUlaviGCIiIiK1XW0PthyYTgRVmFkDYGFSmfBVYsHl1YCzzKySWUiFtf76cM89UWb92msXP9esGfzjHzFUr2PHWIfr3HOjbHx1/fZblJC/8EIYNSoWWX7hBdh118qDrNT9J54YpeVff73yOV0iIiIiIvVdrSyQYWYN3X2Bu48xs6+IxZWvc/dJqXNJwDXYzI4FngJ6AcNLqUT84YfDl1/GXK3VV4+f0622WgwlHDEigq3//QyTJsXQw4rKrc+bB7/+Cv/7H/z8M3z1VQRLZrFQcZ8+sNJK2fdzxoxYiHnq1Cj33q1btV6uSNGpSIaIiIgUUq0KtsxsU3cflgRTDd19AXAp8Dzwb2Cf1DkWZbgGmtndwOlm9oC7jynmayjriiuiSMWNN0Lz5rH4cFmdO0eWq/nBkZU6//woYrHhhosKVPz+e5wbPjwCrVRJ+EaNYNVV4eSTYY89oKpT0GbMiDlao0bFWl8KtCRdvr+2+LMs+8u5b7s0vnIRERGRuqzWBFtmdgxwr5nt4e4vJYEWwOfA9cBFSTB1VBJwpYZIOjAYOBJYBSipYKthwxgmuP32MX9qwgQ44YQl18hq0ABWWRVat4ED14CBA+GDD5a8ZqWV4JBDYpjiOutEdiybYYKZDBkSWbcxY2Ih5Z12ql47IiIiIiL1Ua0ItszsaOBeoB8RXKWOm7vPSDJXKwEnmtlS7n6Quy9Ma6IRMANIK0VROpo0ieF5vXtHdcAvvohy7JmyUE2awD//GXO6vvkGxo+Pb+hXWikqHC69dM378+mncMcdMZ9sxRWjTP1f/lL5fSIqjiEiIiKySMkHW0mg9W/gRuBGdx+bOpeae+Xuv5nZlURAdZqZvQNcA3wErEsUyvgNGF3IvldFkyZw332wxRYRSB1wQCyAvM8+mTNTjRvnvkjF7NlRpfCJJ2CFFeLPvXvDUkvl9jlSd3TtGvuhQ/PT/tNPx75vs9y3ne++i4iIiJR0sGVmexGB1jVEoDUuOX4AkclqAbwGfOPuv5jZ9cCXwLnAQGAeMJkYSvhXd8/tCsU5ZgYnnRTD9Q49FK68Ep58MioHbr11fp/988+x2PI338AZZ8QaWrnIkkndNmxYftv/cx26drlvO999FxERESnZYMvMmgHbJT+ulhZoDQR2I/reADgLeNjMLnH38Wb2MPAocAjQBpgEvJm2DlfJW3tt+PhjePzxyHKddhqsuSY8sxBarxDDBsvO6aquyZNjHa/77os5X889FxULReoqVSQUERGRQinZYMvdZ5rZzcBc4Gwz+x1oDWxFBFgfA7OAK4lhgk3N7Ax3nwYsAB4qTs9zwwwOOiiqEz7ySFQrHPNZFKvovSdsthl07x7bMstU3t7cuVGp8NtvI4v1229RGv6HHyJ423rrKDO/5pr5fmVSV2m+loiIiMjiSjbYAkjW0boVaAicRixgfDTwirvPTS7raWaPA4cTQwdfNLMGqQIZpbSuVnU0aQJHHRXbrJ1h/G+w9Trw2muRhWrYELbaCnbeOcrBL7fconvnzIliF6+8Am++GWXcIUrMr7girLceHHEE7LUXbLxxUV6eiIiIiEidVdLBFkAyF+uW5MemwPupQMvMGrn7fOAUYBdieOGL6ZUIa3OgVdbSS8Eaa8Q8rgUL4JNP4Kmnoiz7O+/ENW3bRnGL2bPhl18i4GrePApu7LsvbL55XJOrYYgiIiIiIpJZyQdbAO7+PzO7DZjr7r+nnUqttTUXmANkMaCubmjYcNEwwquvjsDr7bejbPyECdCsGey9N+ywQxTcULELkUU05FFEREQKoeSCrfKG/bn7mAqu2xow4NOK2qirGjSIkvFbbFHsnkh9c8IJ+W2/U6fkDzNz33a++y4iIiJS9GDLzFoCSwHT3H2Ou3tlwVL6eTPrDvydWGPraahbQwdFSln//rHPV6aoR4/kDy/nvu1U30VERETypajBVrJe1t+AzsDPZvY5cE5l62ElAVkr4AxgB6ATsFNtKu8uIiIiIiJ1W4NiPdjM9gMGANOAu4GfgL2AT8zsgCTjVZFuwIXEvK0e7v5FPvsrIksaOjS2fJkwIbZ86NUrv30XERERKXiwZaElcCLwPHCSu19ILEK8NzAauAc4yszKLXjh7m8A6wEHuPvIvHdcRJbQrVts+TJwYGz5ajuffRcREREpeLCVzKeaC6wJjHf3sckcrDnu/j6wP/A2cBXQy8yapO41s45mdkhaWyPdfWKBX4KIiIiIiEilijWMsAkwC1g2+dnMrAFAEjwdDrwHXElkrzCzFsA5wAAzO63A/RUREREREamSogRb7j4duB840Mz2cveF7r7QLJbadfepRIXBqcBtybFUtcH3gdeK0W8REREREZFsFa1ABlEc41PgMjPbCv6sMmjJ+VHAvUAXM9syOf8isLO7f1WMDouIiIiIiGSraMGWu48DjgXaApeb2RbJcTezxu4+F3gYaAa0T7tvVhG6KyIiIiIiUiXFzGzh7p8T5d67AP3MbOfk+Lzkkg2ByYCKYIiIiIiISK1S1EWNAdz9IzPbhchiPWFmVwGvExmvE4EZgIYNipSgffctUPt5WA8r1XafPnDXXblvX0RERKTowRaAuw8xs92BfwEXJ9t0YAqwp7uPLWL3RCSDPn2gTZv8PiOf7ee77yIiIiIlEWwBuPv3ZnYMcA0xfHAiMNzdfy1uz0RERERERKquZIItAHdfAAxPNhEpcW+/HfsePfLbft88tp2vvouIiIgUtUCGiNRuI0fGVhvbT2+7T5/8PENERETqNwVbIlJlCk5EREREKlengi0zK6lhkSIiIiIiUn/VmWDLzHoBR5lZ02L3RURqH2XrREREJNfqRLBlZkcDTwJtACtub0TqNgUlIiIiItmp9cFWUi7+30A/YIC7z85Bm73NbIiZDZkwYUKN+ygiIiIiIvVPrZ7jZGaHAvcSa3Pd4e7/S443JwLJBe4+08zM3T3bdt29P9AfoFu3blnfJ1LftG5de9vPd99FREREam2wZWZbAQ8BQ4CH3H1McvxyYEtgZWCsmV3j7q8Ur6cidVevXgVq/+U8tp2mTx+4667cP0tERETqp1o7jNDd3wfeADYB9jCzpc1sEHAG0AIYA6wPPG9mZ5hZw+L1VqRu0HwtERERkezVymArVeLd3XciAq5LgY+BjYFewI7uvhvwVyL7dTWwTzH6KiK1iwJKERERyZVaGWy5+/xUpsrddwVeJbJYFwGvufv05NynxHyur4ErzWzZonRYpA7IFIT07x9bvuSz/Xz3XaRYzKyvmY02s9lm9pGZbZ6Le8xsVTN7yMx+N7NZZvalmXXLz6sQEakbak2wZWZrmdnmZnaoma1C2nwzd+8J3Ai85+7zkustOTcCeBNYBWhZ8I6LiIjkiJm9lSx3Ut75g4AbgIuBTYHPgVfMbMWa3GNmywHvAfOIUSPrEcP2J9fwJYmI1Gm1ItgyswOIdbTeIoYFvgv0MbNmqWvc/XR3/yYVZJXRgvgHYWYBuitS59S3oXX17fVKnXI6cLe73+fuXwMnEv/2HVvDe84G/ufux7j7x+4+yt1fdfcf8vQ6RETqhJIPtsxsP+BB4FPiH4Cdgd+Jb+C2Tq7583W4u5tZw1Sp92SIw2bEnK4/Ctt7EREpVWa2iZkNMrNJybC4T82sTzlf2pXXRgMzOylZm/EPM5tuZh+a2eHlXL+CmR1vZgPN7PvkuVPN7F0zOy7937NqvJ4mQFdgcOqYuy9Mft6yhvfsBQwxsyfMbHzyuzqhun0VEakvSjrYMrNOwPnAI8Al7v4fd38d+AvxrdsJ8Oc/DH9y9wXJ/bsClxFDCM/PxYLHIvVNfc3y1NfXXV+Y2bbAB8CuwAvAzUBj4E7g1izbMOLfp9uBVYmRFw8AKwIPmtlVGW47ALgb2AL4iBgC/xSwAXAP8HhVgr0yWgMNgd/KHP8NWKmG96wFnAR8R/zO7gBuNrOjqtlXEZF6odTX2doGWBu4MG0drSbuPt3MXgW2TsaRT0lftDgphPF/wKHADGAHdx9Z8N6LiEjJSSra3gs0BXZ395eS4xcSGZ2/mdmj7v5OJU31Ag4Evge2cPdJSTvNibnC/zSzp93947R7viWyRC+kf1FoZucRIzD2S9p9Ku34eWn3Lw10N7P0gHA9d/+pKr+DamgADHH3VF8+NbMNiBEnD+T52SIitVZJZ7aA/wGD3f2F1AF3n5v8cRiRsVo6PdBKNAB+Ae4Ddnb3LwvRWZG6pr5nd0rx9b/11luYGRdddBFAczMbbGbTkgpxD5rZ8gBm1tXMXjKzKckwtUfNrE16W2bWxMxOMbOXzewnM5tjZhPN7IUk87MEM9vHzN4ws3HJ9b8kRRtOrM51RbID8UXem6lAC/789+XC5Mds/uvvk+z7pQKtpJ0/gMsBA/6WfoO7v+Huz2UYkTGOyKoBbJ926k5iWZPUNgT4V5ljY5NrJwILgLZl+tkWGFfOa8j2nl+Jyr7pRgDtymlXREQo8cyWu79iZh9CDNcoE1RNBpoR/5j9KZmvNcnMbgMWpAVnIpJj22b8OJ6H9sfkse1a6uOPPwZYl8iq9CeGpR0OtDezfxIZmjeIoWlbAAcBywO7pDWzPEklV+BlYj7s6sDewK5mtq+7P5e6OAmU7iA+hA8iPqivCHQBjiIJFrK9roi2T/avZjj3LjG/d/sM58pKDbMbleFc6thfqtCvecl+fupAEsT9GciZ2SxgvLt/X/Zmd59rZkOBHYFnkusbJD9nHBpZhXveI95v6dYhL387RUTqjpIOtgDcfWqyL5u9+jnZr0BksTCztYFtzGygu08pWCdF6qBssjqdO+e3D3+2n4ePc9n2vU8fuOuu3D+/pl566SWAH919T/hz/tBLxHyaF4Ej3f2psufMbJNkDUKIL63aufsv6W2b2arAJ8B1wHNpp04A5gJd3H18mXtaV+O6CpnZacCy2V4PvOXub2Vx3TrJ/ruyJ9x9gZmNAjYws2buXlEV24nJfs0M51LHVs+indTQxiOTH1+u6NpK3AA8YGZDiGGJpwHNiZEeqWedDOzr7jtmew/QD3g/Gdb4OLA50DvZRESkHCUfbFVgVrJvBGBmnYl/DDoS/1BNKU63RGq/Uhw+J4vbbrvt+O9//zsl9XNSiXUAEWx9ngq00s49nJzrQlR3xd3nkHxZlc7dfzGzJ4FTzKxdmflA81mUgUm/Z2KZQ9leV5HTgDWqcD3EEiGVWSbZTy3n/LS06yoKkl4ADgZOM7OHU1/yWSxLcm6Z51W29MhVRJGMl9z9lUquLZe7P5YMF72EyLx9Buzm7ukFMFoDHapyj7t/Ymb7AlcSwxhHAae5+4Dq9lVEpD4ouTlbVajClOp7AzNbC7iWKKhxgLv/mpfOichiRoyIrTa2X5W2SzH43GSTTTIdTv2/79MM51LzelZNP2hmGyZzvUYnc6vczBw4JcP1A4jh21+bWb9kXtZi88CqeF2F3L29u1sVtouq+owaeoQYrrk28VrvNLNbgC+BlVkUzC0s534AzOzvxALB37Aou5WRu2/v7vdXcs2t7r6Guzd19y3c/aMy5y9y9/ZVuSe55nl339Ddl3L3zu5+d0X9EBGREgi2zKylmbUxs6bw5zew2QRcqW8edwBuIsbXb502PEZEqqEqgcU778SWL/lsv6ptl1rAtcwyy2Q6nJrrkyljkzrXOHXAzLYkho0dCAwHbgMuJdYx/G9yWdPU9e5+AzHnagzwd2Ag8FtSpGPjql5XRKnfT8ZfItCqzHUZJcuM7EEsUTIFOBo4jCjpvg1RUn0+aXOuykqG9N1EFJvYvoqZPxERKXFFHUZoZgcQlZo6Az+b2efAOe4+IYvbpxDDMk4HWgLbuPvn+eqrSH1QagFFqSnV+Vs1cD6wFNCjbJlzM7sL2K7sDe7+H+A/yRIbWwH7AscCr5pZZ3f/vSrXVSSPc7a+TfZrZ3hmQ2K+1S+VzbOCPysYXpFs6e20B1oAw9x9ieGUyTWnEcPfhwM7lp3fJiIitV/Rgi0z248YavISscDj+sTaIzua2VnAy+4+vZx7jVhrpBnxGrq6+1cF6bhIHaQgK3t1LODqCEzKEGg1ALau6MZkftKLwIvJ9ccS2Zxnq3NdOU4jP3O23iLWrtqFmCuVbhuiOMQzVXxuWYcl+0cynTSzs5Nnf0YsUZKzjJaZ9QXOIuZffQ6cUmatryrfkwShFxEVL1cihqXeD1yWoYCViIgkCj6M0EJLYiHE54GT3P1C4BCi3PBoolTxUWaWcYiHh++T6xVoidSAAq2qq0O/s9HAchaL06Y7n/gCbDFmtkM5w7xXTPYzq3JdZfI4Z+tNohLhDmb217TX14QYRglRTp+0cx3MrJOZNS5zvBVlmFkPokDGKDKUubdYPPkqYCiR0cploHUQUV3wYmBTInB6xcxWrOE9ZwMnAScTo1HOBv7Jorl9IiKSQcEzW8mcrLnEMI3B7j42WUNrDlFWdn+i3OxVwB9mNiAZpoGZdQQ2c/dHkraeK+cxIlKJOhQwFEXq91fLs1w3ExUK3zOzx4HpxJC/LsSXYT3LXD8QmGGx/uFoYp3DbYHNiLlfb1bxuqJw9/lmdjyxztYzZvYYUVxkDyLIvMPd3y5z2+tElm1N4jWlvGZmM4mhgDOI392uRFn4fdx9RnojZnYUUfVvAfAO8PcMceln7v5MNV/e6cDd7n5f8rwTk9d1LEtm8apyz1bAs+7+QvLzaDM7hCgBLyIi5SjWMMImROn2ZZOfLQm4Frr7RDM7nFjH40qiqtZnZtYCOAc41szauvuNRei3SK2nICu30n+ftS3wcvcXzWwfIpN1CDAHeB/YEtiHJYOtc4DdiOzH7sBsIvD4JxGgzK/idUXj7m+b2VZENmdPYu7at0T2pir/JZ8kfndHEsVE/kcsFH1VOfOPU+tvNSSGSWbyANUYxphk5roS/3YC4O4LzWww8d+0Jve8D/Q2s3Xc/Vsz60IMuTy9qv0UEalPihJsuft0M7sfuDZZm2QQRMSVDBGcmpTCHURUx9ra3WeY2dNAJ+C1YvRbpLZRYFVYmX7fuQ7Att9+e1JTZC6++OLFziXFITJWcy3vnLs/S+b5U58Rc3TSr72TDMPiMrSZ1XXF5u7DiEArm2vbl3P8WmLpkWyfeRFlfq851JoI4n4rc/w34t/OmtxzFVGlcaSZLUjuOd+1zpaISIWsWPNazWwlYkHIxsCJ7v5+ctySoYZNiG/9/kVMHv4gOb+0u88qp9l89HMCUb44G62JoSPFUF+fXeznV/bsNdy93PWFqvj+qqpi/3dJp75kVtO+VPj+ktrPzK4i5kdVpLO7jzSzVYhFqrdK/ZuZtHENsJ27b5Gh/azuMbODiaDyLOArYGMig3e6uz9Q/VcoIlK3Fa0aobuPM7NjiTHzl5vZOe7+URJoNXb3uWb2MPFtWnvgg+S+ggVayfOy/iBjZkPcvVs++6Nnl9bza/rsfH5QLvZ/l3TqS2al1BcpWdcTVf8q8mOyn0jMBWtb5nxbYFw592Z7z7XE0MhHk5+/NLM1iEIgCrZERMpR1EWNk3Wx9iImFPczs52T46k1STYEJlM630KLiIgUjLtPcPeRlWxzk2vnklQ4TN2flNvfkeQLywztZ3tPM2BhmdsXUOTPESIipa6oixoDuPtHZrYL8DDwRDJk4nXiW7UTiepOKu0uIiJSuRuAB8xsCFH58TRi3bD7UheY2cnAvu6+Y7b3AM8B55vZT8S/yZsQxTH+nc8XIyJS2xU92AJw9yFmtjsxP+viZJsOTAH2dPexRexeVfSv/BI9u449v9ivvSKl1Df1JbNS6ovUAe7+mJm1IcrLr0QUOtnN3dMLYLQGOlTxnlOINchuJ9ZLG0tUbbwkby9GRKQOKFqBjEySFeo7E8MHJwLD3f3X4vZKRERERESk6koq2BIREREREakrSmIYYSlr3bq1t2/fvlr3jhoFU6bAOuuAZVz5BiZPhnHjYP31YamlKmnw++9j37FjtfojhTd06NCJFVUcrMn7qy6YOxe+/BJatICVVoIGDWJLcY9t6V/ivT9n9Y5L/F1auDC2336DadNgww2hSZMCvogiquj9Vd/fW2UNHRr7rl2L24+UavenBv8OVOWZlf2/S0REsqNgqxLt27dnyJAh1bq3Vy/44gt46KHyrxk1Cg46CHbYAW65pZIG90zW3nzuuWr1RwrPzCpcQ6sm76/abvhw2GknaN4cbr0VNtig/Gs7/CPe+z/0K/+9/8030Ls3jB8PL78MG2+c4w6XoIreX/X5vZVJKkgvlV9JtftTg38HqvLMyv7fJSIi2VHJ1jyaPj0+SFZkzTVhv/3iw+a99xamXyLF5A533w2bbgrz5kH//hUHWtlad91od8EC6NYNLr00Ml4iIiIixaJgK49+/RWaNav8utNOg622im/lFXBJXeYe7/fevWMo0yOPRJCUK+usA48+CjvvDP/6F2y/PcyYkbv2RURERKpCwVYeLVgAjRtXfl3TpnDNNbD55nD88XDttfnvm0ihucPf/gY33wyHHAI33QQrrJD75yy7bGS1zjoL3nsPttgi5nOJiIiIFJqCrTxq2BDmz8/u2qWWghtvjG/k//lPOP/8+HAqUldccw3ceSccdRScfnr8/cgXs5gLed118MMPMWRxxIj8PU9EREQkExXIyKNVV4Vfflny+LRp0K8ffPZZVE3r2RP++ldo3Rouuywqs11xRVx72WXlVzIUqS0GDYJzz4VddoGTT87uPe0OkyZFxc62M8CIv08rrJBF5c5Ejx4xJ+z006F7d3j6adhxxxq9FKmlSqUwRkox+lNqvwMRkfpAwVYerbYaDBu2+LHJk+Hgg6MkfIcO8PvvMZzq1lujUEafPvGhFCLgatFi0c8itdGQIZFl6tw55lFVFGjNnQv//S+8/jq8/z7MnBnHByXn99479q1axZyvTTeNYYJrrll+u+uvD//+N/zjH7DrrvF37cQTc/bypJYolZLvKan+9OkT+7vuKtwzRUSkcBRs5VHHjjBxYkzQb9Eijj3+eHxb/49/LCoM8Ntv8Npr8MQTUc33mmsiwJo9G847D9q0iblcIrXNjz9GgLP88nDDDeVnpGbPjsIW990Hf/wRVTy7dIF27SKwav9qZLqO3D6+qPj1V/j0U3jzzbh/mWVg993jWeuvv2Tgteqq0fb558NJJ8WQwhtuyO9QRpHKpAKt9D8XIugSEZHCUbCVR126xH7kyChFDfDSS7DyyotXYGvbFg4/HLbbLoY8nXJKbP/3fzB1avwjvPLKsEfhX4JItc2YEetoLVgQRTFat8583eDBUdDijz9grbViGaFOnRZf3LjVh7HfeuvF7504Eb7+Gj76KL7IeOSReM5xx0U76cFd8+Zw/fUxN/LmmyPgevFFaKT/C9YLvXvHvn//4vYjpXdveOedGOpayGdC6fwORETqAxXIyKMtt4xv2NOHEk6bFt/WZ7L66nDBBRGY3XIL3HEHXHlllLPef3+YMrUw/RbJhdNOgzFj4j3cvv2S52fPhosugnPOgZYt4cwz4eyzYb31Fg+0KtK6dXxYPeusCKQOPzyCp6uvjizXoEGLF5pp2BDOOCO+zHjtNQ0nrE/uvju2UnH33fFFXFnp2a58PLOUfgciIvWBvtPNo+WWiw+OH3yw6BvFysrBN20a38o3awYPPBAfFPv1g2OPhY8+jA+WSxem+yLV9umnsWbcEUfEkgZlTZoUVQl//TUKxOy+e82H9C29NGy7LWyzDXz/fQxLvOSSKERzzjlRjCblqKNi0fF774V99ok+iBRKPgMqEREpLcps5VmvXvDVVzHPBCKYSk36T+cegRjEt/qHHhrDCv/zn/h2vl8/WLAQPvww8/0ipeTUU2Ou1bHHLnnup5/gwANhwoSYP7XnnrmdO2UGa68d87N23z3+/mRaLLxPn8i4/fOfuXu2SC4oGBMRqTsUbOXZXnvBwoXw9tvxc6dO8PPPi18ze3YMberbN/ZffhkfGA8+OCqt3XEHDB8OndaFGX/EkEKtwSWlaujQmIty6KExPDDdt9/GUL85c2LY4MYbl9/OTz9FwZj//AfGjYPpM6r2vm/QIKoXbr453H9/zO9K17hxBHojRmReokFERESkphRs5VnXrlEC/qWX4ud11olv9OfOXXTNSy9FcYB11ons1q23woAB8cHyqKOirPUVV8S3/2usEdffcUdxXo9IRdxjHtSyy8aXBem+/z4yXQ0bxrC+NdfM3MakSZFtuvxyeP55+PhjGD8BRo2K9bIyzXOpyI47xt+rzz5b8lyqUM2oUVVrU6S6ss1aKbslIlI3KNjKM7OYr/XJJzE/ZaONItOV/uHurbeiOMZ220U2YKONIhN2/vnxIfHUU2P+11dfQdsVoyLbP/4R2S6RUnLTTbGuVp8+i5Y7gMgcHXdcZJPOOQdWWinz/VOnwsUXRyXD7t3jy4Zjjom/H61XiL87/fpFxis17LYyq64a+zFjljzXrFnsp0/P/jWKiIiIZEvBVgEcemjsBw+OTFeDBosHSg0aLJqz0rBhfMjcZptYAPlf/4rqaqeeGlmDL76MIKxlyxgiNXt24V+PSCaDB8fQwB12iAW6U2bOjHXiFiyIzFR5JeAXLoTLLous7557xpcOTZvGuQYWpdsPOSTmYz3/fARtkyZV3q9Uaff585c8l8owp54jddemm8ZWKlq3Lv/vQkqus1ul9jsQEakP6lSwZWaNk71Vdm0hdegAG2wQ38Y3axbDpz74ID5cQszj+vXXxe9Zb72orDZ5cpTHbtMmhiPOng1PPRVrcP34Y5wTKbYRI2DffaPgxEUXLSrdnhpWOHFifHBcZZXy23j99VgaoUcPWHHFzNc0bhzB3PbbR/brggsiC1zRXC6z2FJ/38qeS99L3TV0aGzFlB489eoVWyGVwu9ARKS+qTPBlpltD5xhZmu5l175iH/8I4Kjjz6CE06IYUtffBHn1lknCgZMLbOOVufOUSBj4kQYODDmwSy3HPz737FY6957wzXXRDECkWKZPz8yWY0bxzDC5s0XnRs0KBYd3nvv+AKhPKNHx5cIyy8fmavKrLMOHHRQZHgHDIgiGhUNK2zUCGbNWvJ4ahhhqlqoSKnR3C0RkdqtTgRbZnYE8DSwLdCpyN3J6LDD4tv6++6Lb+WXWSYyXQAbbhj7THNKNtooPqS++ipMngKrrhJB15lnxlywVVeND53TphXohYiU8Z//RGbr7LMXn4s1bhxcdVUUddl11/LvnzABbrgh1sHq2TP7LFPLlnDAATEs6v33I1grT4sW8ZyyUvO5vvsuu2eKiIiIVEWtD7bM7K/A7cBDwPnu/mKZ8yUxQKhp05hjMnRolHY/4YQoAf/ttzFuv3nzKIBRlhlstVUEZz//LzJgffpEZuzMM6OYwPjx8aGz9PJ5Uh9cey107BhV/9Kdfnrse/deNKywrP/9LxYeXrAA9tgjMrZVYQbdusUXEq+/HhUPM1lzzahqWFarVjE894MPqvZcqX1Sw0mLpWyGqn//2Kpzb3UV+3cgIlIf1dpgKy2I2gf4ELjN3T9Lzm1iZl2qO6TQzHqb2RAzGzIh09fh1dSnT8y9uuGGWH+reXN44ok4t9NOEUDNmLHkfQ0axPVm8MOPkT3Ya6/IJowZE3NiXn0188KtUnry9f4qhp9/jlLsZTNSX30VXyTsvnv5RQC++CKWNADYZ5/KiwVUZIstIjN2992Zz6+7bgzT/fHHJc9tsgm8+WbmOV0iIiIiNVFrgy13dzNrCmwHfO7u3wCY2cPAa8AwYJiZXWpmFcwWydh2f3fv5u7d2rRpk7M+N2sWgdaIETHP6sQTY+HWH36AzTaLa8r7Zn7ppaHNivGB8NJLYZddYnjWFVfAllvGh82+fTX5uTbI1/urGFKLdafevymPPRbZ3B12yHzfF1/AbbfF34kDD4y5WjXRuHEMuZ0yJTK9ZaUWT37jjSXPdesWgVhqDqWIiIhIrtTaYAvA3ecAvwLTAczsWWAX4EbgdOAZ4HzgCjPbqDi9XNyhh8aQqzvuWDRs6tlnI+PVsmVkBNJzcR9/DMOGRYnqpZpGgYzff49MVt++cf/JJ8cisMstFyWzJ04s3uuT+uXDD+M92KHDomPz50dQs+mm8SVBWT/9FO//Fi1g//0XFamoqXXWWdSnspZdNoYLDhy45LkuXWKfaZihSC7kYhigCmWIiNROjYrdgRyYAOxlZrcDqwJnAg+6+wIAM3sPuBP4ETjdzKxKQwu//z4imBxpALy7HHz8Cax0AnzQBv73Dax7PbzVEn4ZCysNiqzAQoee/0tuHALtmn6MGbzcZE/mPgvtP4OebSMzttRh8PG68OUX8HWHWKervHkyUkJy/P4qtH3fhP2bwrpnLTr2xx/w+GxY/WdY7tYl7/n6axjksMoy0DBDpgkiYJszJ/bWANrN/JgGBn1frvh3dUQjWPgSrP/Tkuc2mQ/jfoPV+8aQw5QODs83gDWvBp6r/DWLiIiIZKvWfhw3s2QZYG4AOgADk/0Id19gCXe/G7gFOMXMNiiFsvArto0s1s+/wCorgxHZqOWWiz+nFmr1MnNIZs+JYYRt20KjhjFfywxWWx1mzY7hU2uvDVOnxVBFkXyaNy8Cq2VaLX78jz9iv3SGYhfTp8P8BfFeTy3kneJEefYxP8WXDhN/hylTY6252XNg5uzK51W1bAkLFkagtsS5FrFfosy7QdMm8XdIpJQpuyUiUvvUmsyWma0NtAJWBN4FZgMLgO+ISoQHAE2A9sBHyZyuBsRnuMHAKUQwNrxKD+7YcVGN9hwxYMITMVfl6v3gvZXgxRfhynNj+NVLL8H+m8cH0vQJ/4PYE+bCPZs8R6vtoriG/wSXXQaDB8fQwv/rHQULHnsMHr86qhRKEVVW+isP769CGfQU7P8K9L8Q5m+66Pjtt8N938Itp8ZcqnTnngvTG8OR+y4ebC1YUHGBl0FERmuvn5/j0ENjCGImU6fGe//QbrDddoufW7AATj0V9tkoytSn63toFNEYNKiSF11qVFqu5ClAEhGp32pFZsvMDgNeAt4BniWKX1xsZm3d/Xcic/UJsDRwopmtDOD+Z25oWWAqMKWwPS/fvvtCu3YRTB1xRHwQfPHFqErYsGFURzOLSmllDRoUVQt79oxhVpdeGn9OFczYZx/YYAM47rhYLFYkH554IuZCbVRmNuRbb8UcxLKB1uzZkaXq1GnxQGvhwqpV0nz44UXZs7JatYohgt98s+S5hg0jK5ypzPtSS2Ve9Fjqjrvuiq1UbLttbIVUar8DEZH6oOSDLTPrCdxHVBg8AtgCGAOcAzxrZmsklQhPBx4nqhM+YmY7m9kKZrY9cDQwDhhZ8BdQjkaNYn2h77+P8tn77AP//W98IN199yiCMWHCokn/ZT3zTARoO+4YQ7OefjoKZjRuDKedBhddFB9itf6W5MNvv0WxiZ13jvdyypw58X7u3HnJe777Lt6L7dotfrw6XwgMGBBfNJRlFl86fPFF5vf9WmvFkN2y51q0gF9+qXo/pPbo3Tu2Qqooq9W5c+a/J/lUjN+BiEh9V7LBVjLlqilwCPAZcL27P+Xun7r7TkSlwc2B/5pZB3f/FvgncAGwJvAKURTjUWA94GB3/63wr6R8hx4Kq64aldmOPTYKWgwYEAFUo0aRIVhmmfLvf+aZGGq40UZx7Q8/wFFHxQfhV16JoGvIELjzzsK8Hqk/brkl5mwdcsjix997Lypnls12QXyxYBbZpXSDB1evD++9l/n4yitH3379dclzq6wSX2iUrdi5yiqxwLLW2pJSpyUKRERql5INtpJCFg50Asa7+/cAZpYqJn0+UfJ9JeAFM1vN3X8Crge6EpmufsAlwJbuXnL/RDVuHOtuffttDG06+uio1DZ2bBSomzw5il507Vp+G48/Hh9sW7SIoVjt20P37nDPPVEsY4st4PTTIxATyYW5c+MLgm22WTJLdeut8QVBpm/sP/wwFvJulKOZot98EwFSWalgbtSoJc+tumrsy65nt8EGMTRXH2Trrv79YysVI0YUvpBRqf0ORETqg5INthJNgWlAezPrAODus8zMgOWB8cAdyZ/PSTJhc919orvf6O4Xufvt7j6mWC+gMgccEAuu3nkn7LdffBh97DHYfvv4UPrOO+UPJUx56CHYbbf4Vv6qq6LwRosWcOaZUZCgYcOYF6bhhJILr74aFTN79Vr8+FdfxRpaO++codKgRzCTCnZy5aWXlnxfL7tsZNAyZbZWWy32Zed0de8emeXHH89t/6R09OlT2GIVlT3rnXdiK6RC/w5ERKTEgy13nw7cTwwDPM7M0r9HPxSYQ2SuBgP7AEsnVQj/LNGV/udSZBZZqMmTYwjhiSdGSffRo+ND6++/x9ysyowaFR8YJ0+ORZCPOiqGSj33HJx0UmTOBgzI+8uReuChhyKg6d598eMPPxzrw2Wa9D9lSsyxWmGFxY/n4guAsnOtzKLgxe+/L3lts2aReSsbbLVuDVtvHQVrsvn7JlJMysCKiNQeJR1sJQYQa2mdAzxqZg8QxTKOAy5198nAFcRwwu3gzyGIlP1zqeraNYYQPv54fFBt2TIqvf3lL/Ft+7BhsMsuFbcxdGh8YFxmGXjkkZiD0r073HcfbLopbLgh/P3vi9bwEqmO+fPhhRegR4/Fqw3OnAmvvx7vuaUyrK+VGtK34opLtldTIzOUvWnYMPNaWxBDbYcOXfL4brvFFxTlzQUTyZayRyIiklLywZa7zwfOBfoALYFtgOWAvYiFjAEmAQuB5sXoYy5ceGEMA3zggchE/fxzfGO/004xv6S8dYXSDRoEu+4a2YJrrolhiUstFXO2zjorqhbuv7+GE0r1ffFFDAfcfPPFj48cGYFTpsIYEJmkBg2WzGzlotz6jz9mPl5eTnullSLTVrYYxtZbx/7tt2veJxEREREowWAr07A/d5/n7ncDPYD1gW3c/VV3n5tc0h2YANTaMhBrrhlB1qBBMYerZUt49NEInho1ioptZbMCmYweDVtuGR8mv/oq5mqNGxfFCfr2jfW77rsvzy9G6qxURmiDDRY/nipUUbbSYMpHH0XWtexcrilTctq9Py1YkDnDBlHBc+HCGHKbrkWLmFM2vGrLnossRlktERFJV/Rgy8xamlmbpLgFZedclTHF3WcTc7VS929KDCmcSJR6r7UuvDAWZL3/fvjnPyNI+uyzKK89bRosyGLI1ccfxzpDrVrF3Jp11oF1142FLLt3h27dIugqdBUsqRtGjIggZpVVFj+eyhJlqjQ4Y0ZksNZee8lzEybkvo/uMYRw2WUzn2/WLPbTpy95bqWVMg9LFMlGKRXgEBGR0lDUYMvMDgAGAV8C75nZvWbWprx5Vqnj7r4wuf9U4B5gM+Bwd8/DR7fCadMmKgi++mrMv1pttZi7tcEGkRWYNAlWXqnydoYPjzle8+fDs8/CCSdEEHfmmXDxxVHEYL/9Yi0ikaoYPToCrQZl/s+RGuY6c+aS96TWtFpuufLP1cRWWy3+86xZEfyVHbKYkpprlun9v+yyMHVqzfskIiIiAkUMtsxsP6L4xTTgbuAnYh7WJ2Z2gJm1rOT+VYA2wFdAD3f/Ms9dLohzz42hTNdcA9ddFx8I77sv5lxBfDjt2bPiNr74Ij78brBBzD+ZNi2yY7/8EkUMzjsvMhSXXpr/1yN1yw8/xBcBZbVpE/uyQ/NgUaGKTFmvMTVclKFjR1h//cWPpYYmrlTOFxOpohxlhzRCZL1yMY9MSo97fuerVjXT1Lt3bIV8Zr5/ByIisqSCB1sWWgInAs8DJ7n7hcAhwN7AaCJbdZSZLVNeO+4+Frga6OPudWbgz9JLx4Kxo0bBu+/GP8YjR0agtMqqMG9+BFw9elTczrffRhXCRo3g5pujoEHHjvHnTp0iYLviiqh0KJKtP/6IteDKSgU2mYKt5ZeP/bRpue3L5pvHenRlBx2n+rDyypnvS1XkzDQHcuHC8gtriIiIiFRVwYOtZCjgXGBNYLy7jzUzc/c57v4+sD/wNnAV0MvMmqTuNbOOZnZIWlvT3T3DwKXarWdP2GGHmGe17bZRdOCBB2IeVpPGi4oNlK0Il+7992NuzWabxTf9X38Nxx8fHyTPPBPOOCPaOPJIrSsk2SvvW/GKAqoVVoihq5kKT5TNSmXroIOikEzZ4YwQwVSjRuXP2Ro2LLJzmSp8jh+fOXMnUhHNnxIRkfIUaxhhE2AWsGzys5lZAwB3nwgcDrwHXEksaIyZtSDW2hpgZqcVuL8FZRaVCJs1g8sug379YijWT2Og49oRRL30Eqy11pLzVcpab724/t57I7jac0/47jv48kv4xz+iYuGDDxbmdUnt16xZZLfKatIkthkzljzXoEEs0D15chR9SbfeelXvw9FHx3u5PL/8Ev3MlKGaPBl++gn22mvJc/Pnx/Dasos1S93QtWtspeLpp2MrpFL7HYiI1AdFCbbcfTpwP3Cgme3l7gvdfWGqCqG7TwX+DkwFbkuOzQCeBt4nFjWu01ZcEe65JzJSb74Zmag/Zsa39ueeG9c88wx06BDl4TNxj3kpW24ZH5CHDo2FkpdbDi65JD4Ar7cenHNO5sIGImWtu+6SAVPKUkuVP99p550ju/Xaa4sXplhuuci+ZuvggyOoq8js2eVnzN5/P/5eZAq2hgyJYHGPPbLvj9Qew4aV1rDpiRNzUyCmKlm1UvsdiIjUB8WsRjgA+BS4zMy2giXKvo8C7gW6mNmWyfkXgZ3d/atidLjQ9t8/1sn697/jw2OLFvFBd9KkWKh47lwYODCqwx122JL3p36THTvGN/0DBkSWYf/94x/5F16I7NZvv8FVVxX2tUnt1KVLZIYylU1feunMmS2IQOxvf4tg7L33lmxznXUqf/YKK8RQ2oosXBh/L1LDGtO5xzzIdu2i0mdZAwdGxmy33Srvi0iKhhCKiEhFihZsufs44FigLXC5mW2RHHcza5wsWPww0Axon3ZfvaoVdtNNMYfkvPNg/fViztZdd8WHzpNOig+3zz4bH3R794Z9943CGPvvv6gNM9h66/igO2xYDCNZZZVoe/31o0z8NdfA2LHFe51SO2yzTewzfTu+1loVf1PfqRPsvnsUb/kxbUW8Bg1gu+0i6KpIpsIcZaWGOGYqM//bb/FFxaGHLnluyhT473/hmGPKXwxZREREpKqKus6Wu39OlHvvAvQzs52T46mBRhsCk4kFi+ul5ZaDp56KjNaPP8JGXeIb+ptvhs6do1DApEkxBAqiBHe3bkt+s9++fQRkjz4awdcBB0Qxg4EDI+OwYAEce2zBX57UMltvHe+jDz9c8txKK1W+RlXPntCyJbz1VmSgUsxgiy0yZ5W6dIF2q0M2RQJTlQbbtl3y3Pffx75btyXPvf56zNk6+ugsHiJSYpRdExEpXUUNtgDc/SNgF6A18ISZnWNmm5lZT6AvMINYS6ve2npruPxymDARpkyOIX/jx0cQ9pe/RMXCzz6LcvHlMYuM14wZcV3nzrD66nDbbVG17bjj4JVXYNCgQr0qqY2aNIng59NPlzzXrl3M/ctUQCOlYUPo2zcCm6+/ztzGCSdEhnaPPSILtcUW2Zdj/+GHeMaaay55bsyYmDfWrt2S5z76KAK0jTbK7jkioCBHREQqV/RgC8DdhwC7A4OAi4F3iQIanYA9kzW16rWzzoos14+jIkt1yCFROOObbyK71bJlfDv/++/lt7H22jFk65134sPr4YfHh+P77ovhU2uvHdmtCRMK9rKkFtpqK/j55yWPpwKcX3+t+P4114z364gRmc+bRYZ21VUzl2cvz6RJkb3afnto3HjJ8yNGxNpbmcrF//hjfKmhNbaktlLgJyJSmkoi2AJw9++BY4CuwNHEIsfbuvsXxexXqWjQALpuGh8GL788hv4tt1wESu5wwQWxttDzz5dfWbBJkwioPvgg5m+1bx+VCh98EEaPjgqF06dH8FbeekoizZrFUgQLFy5+vGPH2GcKxMrabLOKM2BVtXAhvPpqZLV2333J85Mnx5cI5VUanDgxgjupu044IbZS0alTbIVUar8DEZH6oGSCLQB3X+Duw939EXd/zd0r+Y58ETNrmOwbJPs69x310kvH8L9PPokS1ldeGR8iBw2KoYBnnhlltQcOXHw+TLrOneOD6ccfx8+9esXQqn/8IzIOffpExuyRRwr2sqSW+emnyDyVzRC1bRvv0dGjK29jqaWWDNZq4rPPYg7iEUdkzoal3u877ZT5fvf4skLqrv79YysVPXrEVkil9jsQEakPSirYqi4z2x24ycxeBG41sx5kN5++1lljjSiTfd118a1or16xdtHIkXGub9/IGAwcGPNiymrTJj6MDhwYH3ZbtYrhhL/+Cg89FH/eaKPInJW3npLUb+++uyiLlc4sMqVffll5IJUKbHIRcI0dGwVi2rTJvCDx3LmR9WrXLuYpZmIWRWJEsqVheyIiko1aH2yZ2aHAQGALYAVgD+AN4AYz27CabfY2syFmNmRCiU1gamARFP3+O9xyS2SkVlghysFPmgQbbBDzr6ZOjUWPywZcZrD55jGMcOTIONa1ayxWe8cdEXT9619x/owzCv7y6oVSfn9VZubMKLBS3qLBf/lLFGHJVPwi3dJLL2qvJqZOhZdfjvbOPz/znKsXXog+nXde+e0sXKj5WnXd0KGxlYoJE3I/P7ayALDUfgciIvVBrQ62zGwN4ALgP8AB7r4FsDNRZOPvwLVmtk1V23X3/u7ezd27tWnTJqd9zoXNNoNTT41qhJ9/HoHWggVw440we3Z8u3/YYRF8PfVUzK9J1759ZBY++ih+NosArWHDKMTRvj0ceSQ8/HAMKZTcKvX3V0V++CGG3GWq9gew446xMPCTT1actVprrdhnM7+rPKk15iACrVQAV7a/r7wCe+2VueR7qp2ZM6N0vdRd3bqV/x4ohoEDYyukUvsdiIjUB7U62AJaAGsA77v76OTYd+5+KXAYUVL+UjPbrEj9y5tLL40PrBdeGAULrrkmysHfcksEXj16RDn3adNiba30CnGNGsVwqs8+W3RsueWieMB338WQrGOOicptJ52U27k1Urul5gI2bZr5fOPGkW399ddFa79l0q5dLFL84Yflzy+syLRp8PTTMUfxzDNjCGFZM2cuWgD89NPLbyu1ZthWW1W9H1I/lfIQwlLum4hIfVTbg62lgPlAqjhGE/eoo+fujwAHANsBp5nZikXrZR40bw7PPReZrLPOim8rzz47Sl8/9FBkHzbfPI6ZxbVPPx0BGcSH4rJDDP/ylyjJfdllUbmwb98oLX///QV/eVKill029pMnl3/N7rvDiitG4Zbyqlo2aBDvr7lz47qqBPS//hqZs/nzI9AqL8t2zz1RXfPGGysuIT9wYAzFVbAlIiIiuVbjYMvM2pUdqmdmG5rZA2b2mJntU9NnlMfdhwLfA8clP881s4aWcPengJOJMvI9k77VmZkZ660HAwbAV19F2fb99ouyvu+/H9ms1HCvq6+Gnj1jWOEzz0Q1qm+/hU02Wby9Jk0iu/XzzzBsGOyySyxge+aZMdRKZM01Y7jeN9+Uf02DBpFVnTCh4mGCHTrAwQfH+/LppyvPcLlHtuy55+LLgn/9a9FwxLK+/jr+Xhx/PGxYwczN4cNjOO2ZZ6oaoYiIiOReLjJbNwOXpH4ws9bAm8C+wFbAU2bWKwfPWUyq1DtwPbCJmd0JUT4eaJDKcAEPAi8BF5jZ8mnH64R994Urroh5KXfeCb17x3ytt96KQGzhwiizveeecMMNcX7rrWPrleG/ytZbLxqW2KBBDAmbPDmyAyINGkTwMmxYxddtk3z9UlFQBrDDDosCrkceiaItmaoCzp4Dv4yN5265JVx1VZSaz2TBglg7bvnl4eijy3+2O9x8c1zXt2/F/RQRERGpjlx8l7s5cEvaz4cDzYHOwE/Ai8CZwNM1eYiZrQ20AlYE3gVmAwuIwG4AcJCZ/e7u57v7AjNr5O7z3X26mb0C9ACWAybVpB+l6Jxz4McfY9hUmzZw2mmRpbrvvlistW/fyAQsvXRUHuzatfy2mjSJIgfPPQdjxkR1w+22izW9jj9eRQQE9tknKvv9/nsMv8ukbduYK5XNmls77BBFWW67Dd5+OzKzq60WQxYXLozqhz2nRyXOv/0tsq0VGTYsgrfrrov3c3n++9+49vbbY/isSDZqw5yoPn1ivqKIiBRfLjJbywPpKzL1BN5099HuvpAoy96pJg8ws8OI7NQ7wLPAMOBiM1spWfj4GuB94EQzux7A3dNnJM0DZpLM7aprzKJs+7bbxpDB116LAOvUU2HEiMhoVaUIwbbbRgYjVSnr73+PioaXXFLxfVI/7LZb7N95p+LrunaN4arZ5JLXXDOyqaeeGnMNx42LSptffhn3r7IyrLd+5YEWRCn45ZareMHY2bOhX7947gknVN6miIiISHXkItiaAKwCYGbNiKGDr6adb0INMmhm1hO4D3gNOIJYT2sMcA7wjJmt4e7fAGcAg4G+ZjbQzNY3s1Zm1g3YD/gfML66/Sh1jRrFh8yNN465LO+9B0ccARdcEFmvq6+OtbOyscwysWjt009HEYI11oC994a77462pH7beGNYddUI6iuyxRaxDlZ6JcyKNGgQ8xCPOgpuuim+QLj9drj+emjdOjJblRk3LuaJHX54tFeeG2+EX36Bf/9bc7XqiyFDKq6QWWj77htbIZXa70BEpD7IRbA1GPhbMi/rJqAx8Eza+fWIQKdKkhoXTYniFp8B17v7U+7+qbvvlDxjc+C/ZtbB3UcCZwGXEQHZx8C3wOPAhsAx7j6lOi+wtmjWLNbF6tAB/vnP+Ed1n31iCODYsZE5+OOP7NraaaconZ1ai+uEE+JDaW0YQiP5ZQbHHgsffxzBTXm23z7WbqvuWm1mFQdMmbz8cjyzZ8/yr3n++ahmeNZZ0UepHyobQl1obdpkXrIgVzL9v7rUfgciIvVBLoKtc4DRwJNE5unM1JpXZrYUUX799ao2mhSycGII4nh3/z5pM7V06fnAdGAl4AUzW83dfwKuAzYminbcD9wKdHf3L6v16mqZZZaBd9+NzMM//hFDsXbeOQKt336Dyy+PuTaVWW+9WEvpjTfi5zZtIlM2eLC+GZWoNgiR/SxP69axmPC778Z7L9++/BI++AAOPbT8uWTffRdfPnTtGoVlRKpCXzaJiEhV1TjYcvff3H1rovhEK3e/Ke20ATsCF1Wz+abANKC9mXVInjcrKd++PDEs8I7kz+ckmbA57j7e3a9293Pc/QZ3H1XN59dKrVvHMMLWrWO+1YgR8Q3+bbdFCfdLL4Uvvqi4jcaNo+rc4MGL5twcdlgEc6eemveXICVujTXiPfXEExUvC9CnT2RE7703v4tjf/11LGnQtm35H4hnz45iMi1bwgsvaPhgfdO7d2yl4u23YyukUvsdiIjUBzlb1Njdp7r7n2UYzKwxUYL9c3evVgVAd59OZKfWA44zs3Zppw8F5hAZrMHAPsDS7u7pa2nVpXW1qmKllSKj0KoVnHxyFCro1i3KwbdsGYHXTTfBlCnlt9GpUww7/F8yCLRFi5gL8/77lQdrUvddc00sGvzUU+Vf07p1DGkdMwZefbX866pr6tQYEnjzzfFFwL//HUsdZHLXXdGPxx4rv2y81F133x1bqRg5MrZCKrXfgYhIfZCLRY0PNrN+ZY6dD8wApiTFKlrU4BEDgBuI4YqPmtkDRLGM44BL3X0ycAUxnHA7+HMIImX/XN+0axcB11JLwUknxbf/7dtHlcETTog1kC64AAYNylw8Y7XVYp9evrtXryin/e9/F+IVSCnr1i2KYDz4YMXZrb33jsD92WdjEeGaGDs2sq333gvnnx+B3GuvxTpyTz5ZfhD1+efxRcMJJ8Bf/lKzPkj9pCGEIiJSHbnIbJ0B/LlKjZltBlxKlGq/FtiVmF9VLUkJ93OBPslztiGGLO5FlJWHWDtrIbG+l6RZa60YUti8eQRcH34Yc7H69ImMRMeOMaTq3HPjQ+y8eYvuTeUE56cV0V9mmfiA/dhj2ZX0lrrtttsiu1TRmj5mseB2mzZRYfD116u2FAHAHzPhu+/h4otj6OLIkbDuupG1ffLJqMDZvJy//dOnx/mVVoq1t0TqCwWIIiLFl4tZCx2A/6T9fAjwK7BfsrhwY6L0+rnZNGZmVjYb5e7zgLvN7ElgFmDunp6L6U6UoP+h+i+j7urQIaoK7rBDzLf6xz/goIMic/Xgg/HB9YIL4kPsiy/GOkddusTCxg0bQufOi7fXo0essfTVV7HosdRfXbvGB7r+/WHXXct/P7RoEZml44+Hxx+PwhorrhiFLJo0iYCsSZMY9tqmTZxr2jQKa7zxBtw0Cho2iAW7d9op+8W13WN9uHHj4j3bqlXOXrqIiIhIpXIRbDUlFgxO2RV4yd0XJD+PAPqWd7OZtQSWAqa5+5zUnKtyhv9NSc43SLt/U2JI4URAq0CVY7XVYNiwKIl93XUwalSUvm7UKIZ4PfkkfPJJnHvvvUXlus86C1ZeefG2ttkm9s8+q2BLYg23gQPhoovgoYfKnzO17LLxPvv00wigPvgAxo+PzKl7ZFX/+GPJQhqtWsXw11VXgbaHV61vzz4b7+XrroMtt6zGixMRERGpgVwEW6OI9a7uNbN1gc7A/6WdX4mYv7UEMzsA+Ftyz89m9jlwjrtPyHR9KgBz94XJ/acCRwGrATuWd5+Eli3jg+d558UH5F9/jSIHqQ/Hm20WwwMnTYIffogMQ/v2S7bTpk1UKrzvvmirfpYgkZRWreA//4nM1h13ROa0IptsElsmCxZEFup//4M5cyJA23BDWP2Mqvfr99+hX7+YW1ZZn0QqouF4IiJSXbmYs3UXcIKZPUfM0/oZeCHt/FbAV2VvMrP9iOIX04C7gZ+IeVifmNkBScarXGa2CtAmabtHfVlHq6YaNICrrophXx98EB9C58xZ/Jrll4/AK1OglbL33hGQpdbhkvptl11iTuDDD0chlupq2DDWiOveHbbbLoazVnVh45Q77ohy7wMGVL8NqTs23TS2UtG6dWz5lh4oltrvQESkPsjFOlu3EMUr5gP/BXZJzacys+WJzNaA1PUWWgInAs8DJ7n7hcRcr72JBZLvAY4ys2UqeO5Y4Gqgj7sXuIBu7XfCCXD//TF08IILFi+CkY3ddosPCqefrkIZEq68MuZgXXrp4oVWimHkyBhCeOqpsM46xe2LlIahQ2MrFb16xVZIpfY7EBGpD3Lyfa+73+3u+7r7MemBj7tPcvdu7n5P2jEH5gJrAuPdfWwyR2uOu78P7A+8DVwF9DKzJql7zayjmR2S1tZ0d0+fLyZVcOSRsdbWm29GEYGqLDq71FLxjekXX8Dzz+evj1J7LLNMlGT/7rvYF8vs2RHwLbtsVCEUqQkNIRQRkZoo1uCaJkRVwWWTny1V9MLdJwKHA+8BVxILGpOs1XUOMMDMTitwf+usv/89Ppi++GKU1a5KRmLPPWPI1znn5K9/UrvstRccdVSswzZkSOGfP39+FOr45puYR7ZMublxERERkfzLSbBlZiuZ2flm9pSZDTazN8psr6df7+7TgfuBA81sL3df6O4LzaLUgrtPBf4OTAVuS47NAJ4G3icWNZYcOf/8CLheeCGCr4kTs7uvUaMoIf/11zF/SwTg5ptjQe3TT4ePPy7cc+fNiyGxgwdH9cGePQv3bCl9ZqVVzKd//9gKqdR+ByIi9UGNgy0z2wj4GriAWHNrB6JwxdrA9sDqQKb/vQ8APgUuM7OtIIYYpgIuosrhvUAXM9syOf8isLO7L1FwQ6rPLD6kPvBADAs8+GB45pns5nFttVXs33knr12UWqRVq1g+YOWV4ZRT4J57qj4nsKqmT48vCgYPhuuvhzOqUb1QREREJNdykdm6iijtvi6wExFYneruqwMHAcsRw/8W4+7jgGOBtsDlZrZFctzNrLG7zwUeBpoB7dPum1W2LcmNI4+MNZBWXx0uuwz22y/WTZo0qfx72rSJ/W+/FaaPUjusskoMI9xxR7jzTjj0UBg+PD/PGjMGjjsu3rsPPBAZNZFcqCvzterK6xARqY1yEWxtDdzl7j8BqRILqflXTxAZrGsz3ejunxPl3rsA/cxs5+R4aubQhsBkYsFiKYDOneHzz2OR2hVXhBtvhL/+NUrEv//+kpUHx42LfdmFj0WWXRZeeQWeey4WKz722Mg6lV1qoLoWLowM7OGHx5par7wSXxiIiIiIlIpcLGrcAEjlNaYAC4Dl085/CRxX3s3u/pGZ7UJksZ4ws6uA14mM14lE1kzDBgvIDPbZJ7avv45CA/fcE8O01l4bDjww1kBq1Ahuuy2u33rrYvdaSlXPnvDtt3DuuXD77ZHhuv76WM+trPnz4auvYlHjefOgefMI+ledBY0bR6XBCROifPWTT0aJ9003jTLvq61W+NcmIiIiUpFcBFujiDLuJEUuRhHDCR9Pzm9FBGHlcvchZrY78C/g4mSbnty3Z7KmlhTBeuvFIsiXXBIL1l56KVx+eWwQi9BedRV06FDcfkppa9UqAvMdd4whhUceGe+bDTaI8+7w+utRXGNshr/tg5L9XtssOtauHTz4YLSnRYsl1zT0TkREciEXwdarwAHA+cnPdwDXm9laxPyt7YHrK2vE3b83s2OAa4jhgxOB4e7+a1U6Y2YN3L0KK0ZJNpo0gaOPjrLeQ4ZEQYxll4WNN47Mgkg2evWCd9+NEvHHHx/LB7RoEZmvjz6KzOljj8X7aumlYepU+OUXWO9smDsXrjgihqx26RLXqLKaSHYUPIqIFEcugq3LgUeSohbzgBuB5sB+xJDCS4ErsmnI3RcAw5OtSsxsG2CYu89UwJU/ZrDZZrGJVEe3bjGU8J//hEcfjaGDzZvDDTdE9cJGaf9XWn31JPt1a/x87rlF6bLUAXfdVeweLG7bbQv/zFL7HYiI1Ac1DrbcfTIwNO1nBy5LtoIws72AZ4C3zGwPd5+lgEukdC2/fMwDvP12mDUrhhkqSyX51Lt3sXuwuM6dC//MUvsdiIjUB7nIbGFm7YAjiLlby7Hkulru7vvl4lnlSAqQsznwupntWJOAy8x6A70B2rVrl8Nuiuj9la5Jk9hERERE6qIaB1tmdhhwX9LWFGBqhss8w7Fc+h8wixjC2Bt41cx2qW7A5e79gf4A3bp1y3ffpZ7R+0uk8Pr3j3022Z1CzG8aMSL2hcxwVeV3ICIiuZGLzNYVwAjgAHf/NgftVcd/gWHAz8AlRJGNV8xsN3efmX6hmVky1FFEROqJVABVKoHGO+/EvpDBVqn9DkRE6oNcFExeAbiziIEWwDyiGMd67n4rcDawCRFwNQFISsujQEtERERERAohF5mt94CCrLKUKSuVGiZoZv8GTjGzRsBDRCB5GfCmmU0C1jGzb939+0L0VUREah+VSBcRkVzKRbB1CpFBGg48mJRvz4tUoJUWYKXPxxpDrM+1cbJI8t3E67uCCLyOUaAlIiIiIiKFkovS79+a2ZXAPcBdZjaOGNJX5jKvUfbLzLYDdgLWBkaY2R3uPj4VcLn7f81sGNAdGALMBnYA5hPVEY83s8fdfW5N+iEiIiIiIpKNXFQj/CdwJVGJ8HMyVyOs6TMOA25JnrE0sD/QycyOcffZaZeOB3Y3szuAJ4CtgJOA5YEbgGeSdbg0b0tERERERPIqF8MITwcGA3u5+5wctLcYM9uJCLTuBf7j7l+a2W3AXkBLYLaZNUyGLz4AXEzMI+sE9Hb3x81saWAm8LYCLRERERERKYRcBFtLA0/nI9BK7EbMx7oXSFU8HARsCTQws2bAQmLo4rdAR2AGcBzwPECy3tbdCrREROqnbP7vX8jiGMUov66S7yIihZeL0u8vAVvnoJ0lmFlDYFNgvruPTCuGsQURVL0HfA08Z2bruvtXxJytY4GX0gNABVoiIiIiIlJIuQi2zgc2NLObzayLmS1nZq3KbjVo/zOgs5n1NrP1zex04ALgNWIe1iCgM/ChmXVy9y+IQGtmuS2KiIiIiIjkWS6GEX6X7LsAfSu4rmFVG3b3BWb2BPAX4A6iAEZbYkjhue4+EcDM/ktUQ7zVzPZSoCUiIum6do390KGZzxd6fa2nn459r16Ff+ZddxXumSIi9V0ugq1LgLwN0XP3D8zsSGKOVltiyOIT7j4xVRjD3Z8ys17AjkTlQQVbIiLyp2HDit2DxU2cWD+eKSJS3+Vina2LctCPyp7xBfAFgJndBbRPTi00M0vmY00n1tRamLERERERoU8fZbdERAolF3O2csrMrJzjDc1sKWAVYH8zW98TZrYxsabWF+RhnS8REREREZGqysUwwhoxs5bAUsA0d5+TBE9Wtnpgso7WAjN7EHgUuMPMHgZaAbsTQdjB7v5HgV+CiIjUYoWeryUiIvVHUTNbZnYAUU3wS+A9M7vXzNpUVKbd3R8H/gZsDtwOnAM0Bnq4+9cF6LaIiEitpgBTRKQwihZsmdl+wABgGnA38BOwF/CJmR2QZLwycvc7gW5ERmtHYE8FWiIiUlUKOkREJJ8KPowwmZPVAjgReB442d3HmllToCtwBVHG/Xwze9DdM87BcvfhwPACdVtERGqxE04odg8W16lT/XimiEh9V/BgK5mTNRdYExicBFrm7nOA981sf+A+4CrgDzMb4O5zAcysI7CZuz9S6H6LiEjt1b//kseKmdXq0aN+PFNEpL4r1jDCJsAsYNnkZzOzBgDJQsWHA+8BVwLrJRe0IOZnDTCz0wrcXxERERERkSopSrDl7tOB+4EDzWwvd1/o7gtTZd+ToYN/J8q435YcmwE8DbwPvFaMfouISO00dGhsKcWeqzVhQmzFfGaxfwciIvVBMasRDgA+BS4zs63gzyGGqXW2RgH3Al3MbMvk/IvAzu7+VTE6LCIitVO3brGVioEDY6vrzxQRqe+KFmy5+zjgWKAtcLmZbZEcdzNrnMzTehhoBrRPu29WEborIiJ1hDI6IiJSKEVdZ8vdPyfKvXcB+pnZzsnxecklGwKTgYnF6aGIiEjdpcBTRCS/ihpsAbj7R8AuQGvgCTM7x8w2M7OeQF9gBqBhgyIiUmMKLkREpJCKHmwBuPsQYoHiQcDFwLtEAY1OxILFY4vXOxERERERkaor+Dpb5XH3783sGOAaYvjgRGC4u/9a1baSdbs8130UERERERHJVklktlLcfYG7D3f3R9z9taoEWmbW1szam1lHBVoiIiLZ0dBKEZH8KZnMVk2Y2b7AmUShjcZmdjlwrSoXiogIwL77FrsHiytGf0rtdyAiUh+UVGarOszsYOAR4GfgRuD/2TvrMCvK9o9/71026ZJSRClBkBYQwcDAVmzlZ4v62l2vXdj9KmALtqKoGCAiAoKCihIGLc3StWzdvz++M+7s7JzYOufs7v25rnMNZ+KZ57DPPPPcPQrA3QAOKkObQ0VkpojMXBfrqpNGlcfGl2HEnsaN+UkU4tGfcPc065ZhGEbFUKmFLRHZB8AdAF4FcJOq/hfArQAWgnFfpUJVR6hqT1Xt2TiR3s5GlcDGl2HEFhMkDMMwjHhRqYUtAM0AtADwlaoudfZtB61cSSJyqYgcISK2ojUMw6jGTJ7MT6IQj/4k2v+BYRhGdaDSCVvi4HzdG0AdUMByGQK6EF4D4C4AXwIYKSL9YtlPwzAMI3H44w9+EoV49CfSPc0CaBiGUf5UxgQZaaqa7fx7DIAbATwtIhMBpAC4EMCTAF4HsArAiQCGA4CILLaaXYZhGNUHEyAMwzCMeFKphC0nGcZVInKsqm4AsBHAJQAeB3AmAAXwHYAnVHWFc9lIEckE8ASAkQBM2DIMwzCMAEw4NQzDKF8qjRuhiJwL4C0AfQAcAABKvgOwP4CeAK4FMM0VtETEFSa/BSAAese634ZhGEZ8MMHBMAzDiDeVQtgSkfPAjINvgq6BF3uOJatqgaouBi1bp7rHVDXP+Wc7AFsBJJDHvmEYhmEYhmEYVZmEF7YcQesVsIbW3aB16zgROQ0AVDXfc/oMAC1FZLSIpIhIsoj0BjAUwDoAlofJMAyjGmBWLcMwDCMRSOiYLRG5AMBLYMKLx1R1lYiMBvAfAEcBeE9ERFXVuWQNmAzjagDdwCyFtZzPMaq6PNa/wTAMw4gtQYJWo0ax70c44tGfRPs/MAzDqA4kpLDlpHZvBmAYgGfgCFoAoKq/isj/AFwrIi+p6lT3OlXdIiLDwKLGZwJIA/ANgCdVdWGsf4dhGIaRGAweHO8eFCUe/Um0/wPDMIzqQEIKW46laqWIHAhgk6quBSiEOce+BnAFgCtE5DdV3eo5vgbAc84HIpKkqgVx+SGGYRhGTDH3QcMwDCORSMiYLbdosar+5Qpaznd1tuMBfADgcACNnGuS3OOeoscAk2YYhmEYhmEYhmHElIQUtjwxWMUQkWTnn/8DkAEmzYDXeuW9PlxbhmEYRtUhnFVrxAh+EoV49CfR/g+MxEVELheRJSKSLSIzRGT/COcPEJFPRWSliKiInFge7RpGVSAhha1weLIPzgUwBcBRItILKGbRMgzDMAzDMDyIyCQn03Oo46cDeALAPQC6A5gN4CsR2S1MszWd8y4v53YNo9KTcMJWNAKTE5u1BcCdAOoAOB4wK5ZhGEZ1xWK1Kh8i0sqxgrwW774YRbgOwEhVfVVV5wG4FMAOABeEukBVv1DV/6rqmPJs1zCqAnEXtkSktog0FpE0gAJTJIHLc84fAD4FcLOIdI9Bdw3DMIwEwwQtI16ISDcRGSsiG0Rkp4j8IiKXlNTTxnGt0xCf6Z7zzgtznvspdfZlEUkF0APABHefE6YxAUDfRGvXMCoDcc1GKCKngjWzOgBYLiKzAdyiqusiXetYsTaLyDdgza21ES4xDMMwDCNxWAG+/zfHuyOlQUT6AxgPQAC8B2AlgGMAvAhgP4RxqQvBZgBPBez31gj9FXTDC2IQgN4Avizhfb00ApAM1i31sgbAPgnYrmEkPHETtkTkZACjAXwBYCSAfUF3wIEiciOAL92U7iGuFyUvishH3qyFhmEYRvXArFqVF1XNBT1UKh0iUgPAy2A9z6NV9Qtn/x2gteY/IvKOqn5fgmY3qerd4U5Q1V9BgcvfHwFwtvN1pO/YbQBu8+zKANBHRJ7z7OuoqstK0FfDMKIk5m6EQmqDvrqfAbhMVe8AixCfAGAJgJcAnCsidcM0leRJEW+ClmEYRjXDBK3YISInishEEVktIrtEZIWTaOFSzzkHO25sd4vIgSLyrYhsFZFNIjJGRNr72gyM2fK1001EvhSRLU5bX4pIpxj97HAcAqAtgG9dQQsAVDUHwB3O11iO0IMBtAEw0xHIvLwIoKvnMxOMeffuW+mcmwUgH0ATXxtNAKwuQ/8qql3DSHhiLmw57n85APYCsFZVVzpWql2qOg3AKQAmAxgGYLDj5wsAEJE2InKm006+JcQwDMMwoqF/f34ShXj0p7T3dASqMaDL31gAj4NeKTUBnBtwSR8A3wDYAuBZAN+BytQf/AJXBHoCmAq66Y0AMAnAkQAmiUjjkv+ScuVgZ/t1wLEpALZ7zomWNBE5R0RuE5ErHYE12tivi53tSP8BVd2gqgvcD4Cd4PprgeeT55ybA2AWgIHu9SKS5Hz/oYS/x9uHCmnXMCoD8XIjTAUf9nrOd3EErgJVzRKRIaD/80MAfgHwq4jUAnALgAtEpImqPhWHfhuGYRhxpjQWrQ4dyr8fZSEe/SnDPS8GlaRd/J4kItIo4PwjAVyiqiM8510CWlieA3B4lPc9BsAQVR3taedBALeCGewejqYREbkGheuNaJikqpMinNPO2f7tP6Cq+SKyGEAnEclU1R1R3rcpgNd9++aJyBBV/SXURSLSAMBgUMB7O8p7heMJAK+LyEwAPwK4BhSsX/Xc8woAJ6nqQOd7LdCy5rKXiHQFsMHjnhixXcOoisRF2FLVrY7bwKMi8paqjgWKxGFtFpGrQA3a8wD6qeo2EfkIDKQcH49+G4ZhGPHFXAfjRh6AXP9OVc0KOPcvMBzAy0gA1wM4TER2V9XlxS8rxvdeQcvTzq0AekVxvcs1APYswfkArWjhcMMcQiX32OI5Lxph61XQAjgPFJraAbgBwFkAJohIV1X9J8S1/wfGjo0KF+seLar6rmM5vBcUAH8FMEhVvcktGgFo7fneE8C3nu9PONvXAZxXgnYNo8oRz2yEo8FJ5H4RyVLVaW5Kd8c9cDEYfHqniPRV1R9UdZyIfKuqO+PYb8MwDCMOlEXQmj+f20SxcMWjP2W452jQdXCeiLwDCgVTw2QOnuqk9f4XVS0QkalgnFNXFM2wF4pZAftcgaN+NB137t0q2nPjhar6Mwz+AuBsEUkGcDooeF0d4vKLnG0xF8IQ9zo4inOeA62QoY7fDeBuz/dJoLtnmdo1jKpI3Opsqepq0A2gCYAHRKS3s19FJMXx730LQCaAVp7rTNAyDMOoZpTVovX99/wkCvHoT2nvqapPgLFZSwFcBcZvrRGRCY6rmJ9Qlgp3f7jkV16KWY3c2CIwjXg8cfsW6rfU8Z1XWlwB6sCggyLSB0AnAL+r6owy3sswjAogrnW2VHW2iBwPBto+KSJ3qep4Jx0sAHQGsBHMYmMYhmFUM8xtMDFQ1TcAvCEi9QAcAOAkUGH6tYh0UNX1ntP9Gef8+2NaV6uCYrb+crZtA+6XDCYBW1GCeK1QuOufmiGOl8iqZRhG7ImrsAUAqjpDRI4ArVjvi8gwMItREzA9/DYAc+PYRcMwDCPGmJCVmKjqJgDjAIxzssldAFpdPvGc1k9EkryuhM65Bzhff41Nb//lGpR/zNYksHbVEWD2ZC8HgsLRxyW8ZxC9ne1i/wEnKcXpALIBjCqHe3nbvhzAjWBs1WwAV6rqj2HOH+Cc3wNAMzB5xse+c5JB18MhTrsrAbwG4H7LLm1UZeIubAGAqs4UkaPBug/3OJ+tADYBOE5VV4a53DAMw6gimJCVeIjIIaC1x78g3s3Z+q037UCLywjPvoud/ROiTI5RblRQzNa3YCbCQ0TkKE9R41QA9znnjPBfJCKtAaQAWOh68YjIPgCW+a1gTj2xB5yv/kQhAOuT1gITY2ws+0/6976ngwkuLgUwAxRWvxKR9mHqmtYEhbJXAHwU4pybAVwGuqTOBZNqvApaOp8pr/4bRqKREMIWAKjqAhE5H8AjoPtgFoA5qroq2jacehTJqprn16oZhmEYiYcJV5WCMQC2ich0AEvARAj9wYyAP6JoFjoA+ArAs44SdR6AfQEcB4YFXBGjPlcozjrjIrDO1sci8i6AVWC6+n0BvKCqkwMu/Qa0su0F/l8CwBkArhORyWBc3A4A7QEcBa7TXkewsBWytlYZuQ7ASFV9Ffi3ztoxoBXTb8UDADjCpitwhmr3AACfqOrnzvclTu3U/cuv64aReCSMsAWwNgWAOc4nakTkILB4YA8waHekqv5oApdhGEZiYcJVpeQWAIMAdAdwNOi2tgTATaBQkec7fzqA+53PVQDywVIut6jqnzHqc4WjqpNF5ADQG+c4AOlgLNdlAIaXoKlvQeGqOwpdEDeAZW5eVtUP/ReISGdQ2P0rhFBXKhzLXA+wzimAfzNJTgDQt4zNTwMwVETaqepfItIF/L3XlbFdw0hoEkrYKg0ichZoft4CFl0cCOBcETlSVb/1pJI3DMMwYoQJVVUHVX0RLEhckmumgErQcOcsQUC68EhpxFU1YorxWKGqP4OCVrTntwrY9x2YTr8k9/0dUaRaLwWNwEyP/oySa8A6p2VhGJil8Q8RyXfuc3tALTXDqFJUamHLSazxLGhif0VV54jIUaA2baSIHKSqK0rR7lAAQ52v20QkWk1cI8Qic2KwiT429w4mnveO9/0j3btYUHYZxldJifffxUv59CW0e0pJqEr/LyGD/mfNmlWRYysSCftMjigWRRO7ewdR0v78e/qIIs9Cie4b5T1LmlDCSFCcxGM3Rzitg6r+UcFdOQ3A2WCN1blgvbWnRGSlqr5ewfc2jLhRaYUtEWkALlhnAxjhThKq+oWItAPwGIDGAEosbKnqCAQEtkbRp5mq2rOk15UH1fXe8b5/ae5d2vFVUuL9d/FifQmmgvvyZ2V6Luzele++RqXhcTDrXzgWOdss0O3Tn76/CYDVZezHowCGqeo7zvffRWRPALeCSnPDqJJUOmHL4xZYG0BHAB+4gpaIJDtxX+8AeBJMmfprvPpqGIZhGIYRT1R1HYB1UZ6bIyKzwJCMj4F/0/YPBPBcGbuSCcAfR58PIKmM7RpGQlPphC0AaWBw7iYAdwD4HPhXCMt3ztkOYCcokHkFNMMwDMMwKoBIsVZGpeEJAK+LyEww2+Q1YNKOV90TROQKsJbWQOd7LQBtPG3sJSJdAWxQ1WXOvk8B3C4iy0A3wm5gcoxXKvTXGEacqVTCloicAeAqETlOVdeLyOeqmg0ArjAlIikA8sAUszV9x2qp6rYK7GKFu4bZvRPu/vH+7eFIpL5ZX4KpyL5U1+eiOt47kca0UclR1XdFpDGAe8Hiw78CGKSq3qQZjQC09nzviaIlAJ5wtq8DOM/595VgDbL/gTXaVoJZG+8t319gGImFVBaDj4ici0KtyvGq+lm41O4i8heAb1X1Euf7vgAeBPCaqo6JSacNwzAMwzAMw6i2VAo/WRE5DxS03gSLBl4MsPZDmMtyQJdDiEhHsAr7cSgMAjUMwzAMwzAMw6gwEt6N0BG0XgHwFJjmfS2A60XkNFV9L+D8Gk6BxSwAdUSkLWjOPhBAN1WdXZL7N2rUSFu1alWm31BuLFjAbZs24c8zEoZZs2ZlqWrjUMcTanwlMjb2Awk3vmxsVVFi9CzY2Kp4Zs3itkePynfPkO1EMT4jvRcNo6qR0MKWiFwA4CUws+BjqrpKREYD+A+AowC8F5D8wk2SsRVABzAFfH8AB5RU0AKAVq1aYebMmWX5GeXHcU7dxE8/jW8/jKgRkaXhjifU+EpkbOwHEm582diqosToWbCxVfG4ZQNj+V9ZXvcM2U4U4zPSe9EwqhoJ6UYopDlYbfwZOIIWAKjqr2Bw5f+JSD9/lkHP900A2oOCVr/SCFqGYRiGYRiGYRilJSGFLSUrQde/B11BS8TVpeBrALkArhCR2t5rPefMAPAbgAMdAc0wDMMwDMMwDCNmJKSw5QpMqvqXqq5197tWK1UdD+ADAIeD6Ufdontey9bbAA5T1Xkx7LphGIZhGIZhGAaABBW2whUgFpFk55//A5AB4G7nmiKZCVV1vapmVVQfDcMwDMMwDMMwwpHQCTKCUFU3AcZcAFMAHCUivVT1p4BkGQlFfj6wfj2wbRtQty7QoEFhkKlhGIZhxJqNG4EVK4B164AtW4DsbL6rjIonHjlGyuuelh/FMKIn4YStaAQm55wtInIngO8AHA/gpwoRtBYsKMyuU0o2bwYWLATWrgHyPC+x5GSgVk1gt92Aho2A+vWBGsmh28GPP3Jbxv4YCUQ5jK9qgWfs5+UBW7YC27YCW7cBO7YD27cDublcJBa4Nm4BkpOAGjWAWrWA2nWABvWBhg2BlJS4/ZLYYWOralLK94Aqn5NNm/hZv4HPjvedlAQgs7z6aUQklinfQ93zkku4HT68bO0YhhGauAtbToKLdABbVHWXqmokgcs9B8AfAD4FcLOIjFHVn2PU7ahQAAsXAH/8wQVfw0Zc9CUnA3m51CBu3co10d8LgKQkoMluwF57AQ0aAmb0Mqo7+fnUtqftpDA18xtgx87C40lJQHo6kJYGZGTwORMBHx4F8gv4rG3fAWRlAQuVh+rVB/beC2jalG0YRlWkoABYsxZYuRJYtxbIzeP+5CSgZi2gcWM+N2lpVEAk1+DzIAAwK549N2KBK2i5/y6pwGUYRnTEVdgSkVPBmlkdACwXkdkAblHVdZGudYSxzSLyDVhza22ES0pHmzalrmfyysvARRcBhx8O3HorkFwH2Ok7pzYA2Qb89hswZQowfjyw8Qegc2fg/vupvPzX1dBqDVU+IvmJlmF8VTXy8+maMnEi8NNPLJq5fDkXjGNxHFJSgAf7fIqOHYH27YG99waaNKPywotXS5MEINX5pO8C5s3jc/bVV8Dqn4EmTYAXXwROPDFmP7N8CTe+bGxVTaJ4D/z9N/Dcc8Cbb9JNsEED4IBBQLduwL77Aq1aUTEBANnOpxg9Td1X0Qwdyu2IEbG/Z1lDGOLRd8OorMRN2BKRkwGMBvAFgJEA9gXdAQeKyI0AvlTVrWGuFydF/Isi8pE3a2EisGsXcNttwH77AQ88UFR7npUFTJhAP/mCAroPtmlDweyqq4CxY4HRo4ETTgAOOAAYNYrWLsOoauTlAd9/D3z0EfD224xpBICWLYG2bYEjjqBgtf971L4/+STdobZuBdasAWbMADZsYBxktrNiTE8H6tUDWrTgc1OrFvenpXGx2a0bcPnlwLRpwP/+B5x0ErW6zz9fXHAzjMrEb78Bw4YB77xDYWrAAMpmPXvyeVm3Dli9GtixA2jdGqhZM949rt6MHMltLAUW956usFTWdkzYMozIxFzYctz/agG4FMBnAK5Q1ZUikgagB4AHAbwE4HYReVNVN4doKklEChyBK6EELYAa+rVrgeuvLxS0VIGXX6apXhVITaV2adcuHhcB9tiDAtf773MB+r//AR07Ao89RhOg6RqNqsCSJRzbr7xCASstDejXDzj0UKBPHwpLBQXA0qXAn38Cq1YDO3cAJx7NeJOcnOjuIwI0awaccw5w9NFAphOQkpQEHHgg0Ls3+zF8OGMn7723gn6wYVQgv/8OXHEFMHkylQ3nnEOPipkzgSeeoGLPn/QiJQU4/njgmmvoSmgY5kpoGBVDzIUtJ94qB8BeACY4gpao6i4A00TkFACvAhgGYLuIjFbVHAAQkTYAeqnq256shAnJ4sXctm5duO/LL+my1KsXcOyxjBcBuHD85x9g7lxg6lTghhu48LvzTuC994AHH+SLtEt9aijTY/9zDKNcmD+f7rHvvENBqH9/4KijaMHNyKCFauJEHl+2rNBatR+4ONytPd2gGjaka1S9ekDt2hSiUlN5bk4O47zWraOwNnMmtf3DhwOvvUaLl0tKCpUbmzYB990HHHMMBTDDqAzMnAncdBMwaRItuEOH0kXwlVeAN96gUm+33YCDD6Yir359PidbtwKzZwMffsjrrrwyzj/EMAyjChMvN8JUMHypnvNdHIGrQFWzRGQIgPcAPATgFwC/ikgtALcAuEBEmqjqU3Hod9Q0aMDtZo9dbuRI7r/wwqL+0qmpFMpat+Zib+ZMWrWuuIIL0XvuAb7+Gtj8OPDdJCD1W+CQQ2L6cwyjTGRlAXfcQZeTtDTg7LOBM85gzBQALFwIvPUW8PnndC2sU4eKhdat6VLYeQyfmSuviHyv1FQuIJs3B7p0oRvVH39Q0XH22RTkXEUHwHZvvJFWgWuuAX74oUL+Cwyj3Ni0CTjpEApZtWsD557LMf3yy1Qy1KoFDBoE9O1b+Iz52W8/vmt27Ihlz41Ex6xbhlH+xEXYUtWtIvIagEdF5C1VHQsUicPaLCJXARgL4HkA/VR1m4h8BGAfAOPj0e+S0LEjt/Pnc8EHMFC5U6eiglZ+PuNO/vmHblMtWzKmpHt34Isv+Jk8mZr5rl2B+fOAww6jFv6WWyyTmpHYqFLLfv31tFqddhpjE+vV4/ElS4D//rcwY2efPnTva9Wq6HPi/ruggP8uSXC3CNChAy0ADzwAvPoqE9Z4ycwEhgxh3NbffzNezDASjblzgU1TgQ0bgZm1qLirWZMW2y1bgEaNgPPPp6KiRoS3+7RpdGF331UArcJjxzL2yzAMwygf4pmNcDSAswDcLyJZqjrNl/Z9MYCXAdwpIn1V9QdVHSci36qqP6lfwtGqFd02vvuOGnyAGv1t24qe99VXwCefOOl2hcLXqFF0+zjqKApeL75IN4++zYEuXYHD6wK3304rwMcfM32vYSQaGzYwy9/331N5cNNNTAQD0D1w+HAmgqlRg/FUAwcWJrMAqJyYNYuCWIu5FLQuu4zHkpPpApiSwqyE9etTUdGpEwuGB9GiBTX9H38MXHstY1u8HHss47feegu4667y/t8wjNKzeDGVEm+/DXyexLF+9lHMNrhjB981557L5+uvvygwrVlDF8L99+dxLytX0kV999057gFadO+/n9c1ahT732gYhlFViZuwpaqrReQCAF8DeEBEblHVGY7AlaKqOSLyFhi71QrAD851CS9ouVx6KYWiBQv4EjzwQFqqcnO5SCwoAMaNo5b/1FN5TVYWtZcTJ1JQO/FEvmTHjgVWTuTxC96kleuJJ+gKMm4chTLDSBSWLmUmtJUrGYN4+umF1qj584Grr6Yw1q8fswHWrl147bp1wFNPcawDjOXKSGcNoB5t+dzk5FBgy86mJWrXLioqRICDDqIFLSizYLduTP0+e3bx2KzGjRkP9v77JmwZicG6dcAjjwDPPMOxffbZQIvvgeX/UFmx1158R6Sm0gPi+ecLrb/p6cCvvzLz7RNPFCbB2LyZz1dyMs/Pz2ea+FGjqLj4+mt6T5jXRMXTvXvs71legnQ8+m4YlZW41tlS1dkicjyY/v1JEblLVceraq5zSmcAGwFkxa2TZWDoUOChh/hCe/JJvsA+/hj48UcuMgHGp7RsWbgQbdyYVq2uXfmS/PBDJta4+mpgr0VMGjBkCLOmvfIKF7J9+1IbP3hwnH6oYXhYupQJL7ZupVW2a9fCYx9+yMVjZiatS/vsU3isoIALvY8/5vPQtSuP16kDNPqS5/ToEXxPVVrC5s5lHEt2NjX9/gWjm7Bm7tzgRBh9+zLuZfPm0BYyw6hodu6klfXuu2m5OuIIura++ipw2jYgMwO44XJm8hw5kh4TyclAu3YUmJo2pcV4/Hg+jy5btwIPP8w2X3qJ51x8MbMZ/uc/zHprmQljx6wYF46+5JLo1gnRxG3Fuu+GUZmJq7AFAKo6Q0SOAPAWgPdFZBiAbwA0AdPDbwMwN45dLDWNGrHW1m230T++b1++BD/+mD71aWl0m1q4kAs/bxxKvXrAKacwpmXSJGYkPLEJX6ZNtjHm5Pzz6at/0008d9gwBvqXtVihYZSWNWto0dq6FXjhhUJhKj+f2vS33+Zi8PLLi7oMbtnCeKpNm5hpcNCgktUAEmHymf79ed306YzT6tOn6HkZGXQ5nD8/uJ2uXSn0/fgjU2cbRizJy+Mi9847afnt25fvhtdfp9KtRQtgr0a07D77LC26GRlU3rVtW5iRE2BB8CVL+ExkZFAZ8dhjVCQ8/zwFuiFD2MZ77xV6VxiGYRjlS0I4CqjqTABHgwkx7gEwBcBrYDKM41R1Zfx6VzauvZauHg88wAXo/fdzYfnZZzx+wgnA9u2sgxJEq1bAmWfS4rV6DV0Sr7iCL9BXX6XF6/HHaTW7+WbGtOTmBrdlGBXJxo1c9K1ZQ0uuK2gVFNAS+/bbjMu68caigtaSJXS33bKFgtrJJ5et2Gq3brz+3XeDj7drR2FKtfgxNzHG3Eqp3jEqK6ocr23bcn5v1YolCZYsoZKiRg0mlundm5aqFSspWB15JAWmffctKmitXs144IwMWjJWrqQybssWugz+/TcVHnXrMiOhCVpVn0suiXcPDKP6khDCFgCo6gIA54OFjc8DcCaA/qpaqfMipafzJZqVRetUly6MUfn6a2DePL4809JovSooKLxu1y66dsyZQ5ePE08EGjYAcvMYT9K/P+NS/v6bL9srr6Tb1PDhdEPcujVOP9iolmzdylipZcsoaHldB59/nslcjjuOY9br2jdjBheBInwuvG6FABehy5dzkbh5C//tL87qR4TP2Y4dLCzup00bKjj++af4sfr1KagtWhT1TzeMMvHnn0xiccYZfDauuYZWrWee4Rg+80xauF57jSVBkpOBJrvx/D33LO7JsGQJlXmpqSy3sGgRn7HcXApaH39MC1e/foxd7NAh9r/ZICXNrFoejBjBTyQiCWfx6LthVFYSRtgCAFXNV9U5TtHi8aq6Kt59Kg969aJFa8IEZo+6/nq6GI4cyUXf+efzpTp7duE1CxcyO9S0aQzYnzSJWspmTn2gYcMYy3LllXQLOeMMLnZvu40L2N69aWEwjIomP5/14ebNo0Jh//0Lj33zDV2gBgzgOS6qTBbzyiscx6efTvdB7/EFC/iMjBsHbNxEF8Nx4xhTNXduUeWEn9135/avv4ofczMiep83FxHWJQoSxAyjPNm5k94InTrRrfWKK6h4e+opzt0nnwwceijn/7Fj+ZyccALrx6WnF1/oqtJK9fXXjIm85x660z7zDC1Yjz3G98ZXX9HT4ttv2aZhGIZRsSSUsFWVuflmxoA89xzw009MHJCXxxdh584UvmbOpCsWQMuWl7//BpavoK/+qafSDeull7j/5pv5kr74Yr48H3+cqYJ79uTWMCqShx9mevcbbihabHv1asaeNG9eNBshQKHJLVtwyilF07BnZ1PImjgx9D2nTuX4z84OPl6nDq0EqwLUNU2b8nkJ5SrYoIE9N0bFMn483VkfeYTJL047jV4Jf//Nkh/HHQd8+ikwZgzn+qOP5nvik0+ApcuAnb5xn50NfPAB8PPPtIL997+0XnzyCeto/ec/wHXX0WL29ddUylm2QcMwjNhg022MEOGLs317JrfYtYuFiVeupGvITTfRPeSLL2gpaN48uJ31G5ii98QT2dYXX9BN6+abgWbNWOj4n38ozG3ZQiuDxZ8YFcWCBdSgDxxIocmloIAxIQUFXOh5C6xOn05Nfdu2HMfeFO3r1wNvvBH9/d94I9jClZREN6otW4KPNW5MC3AQGRm0OhhGebNtGy1YRxzBcX/ddXweXn2Vsb1nnUUvhvfeowJiwAAK/+PGsRSIi9c9dt06uqpv2sTr+/ShJ8XixYwZbteOWQ3btqVr+mGHxfhHG4ZhVHOqjLAlIsnONsnZJpw3cc2a1NbXqcOXbJcu1Ph/8w3dBi+8kC/jmTPpyhSON95gnYs+fbhAffBBuhS2a0fL1vTphX7ZBx4Y7DJlGGXlP//hotGfBXPsWAbyn3560aLbmzdz7NapQ7dX7zUrVjA1fElZsiR4f3JycQuxS4sWwYIYQHesxJs9jMrOpEkUeP73P3on9OjB+lf5+Yy3zcoqVDTsvz/H5+TJ4eMH//yTFmKACrfNmxkzmZpKZd7YsTx+8818r7jutUb1wpJjGEZ8qRLClogcDeBpERkH4DkRGQAgIZdLTZsyhe/mzbRwXXEFLVKvvQbssQcTX8yezUQDXktBEG+/zWsGDmSCgnvvZcaqPn1o2Zo4kQJXWhoXtiZwGeXJwoWMQzz99KKFMrdsYXzIHntQ0PfyySe0RB11VFE3prVrmUSjNIRajIYTmtLT6ZIbxJYtRYssG0ZZyMujW9/AgRSCbryRboQffUS320MPZSzv5s1MLLNzJ7NlhqNFCxbn/u47xmPdeCM9Hj7/nLGR551Ha5Yb5zhsGJCSUvG/1TAMwyhOpRe2ROQsAGMA9AbQEMAxACYCeEJEOsezb6Ho1o0xKb/8wmD/F1/kovDZZ+lWVbMmF7E1aoQu4ury/vvMoHbUUUyycc89FNL69qWgNXEiYwHS05mlcM6cWPxCozrw8ssct6efXnT/qFGFRYW9ws6mTUz40rFj0YLBO3cWaudLQ1AKd4DCVKgEADt2UAkR1NbSpbQaG0ZZWb2aWf8eeIBz9CGHME4LoCfDrFl0L69bl1kBf/01cptNmjCBxrx5jAM+5RTg0UepsLj9do7tJ55gzO78+byvYZQGs4gZRvlQqYUtEdkTwH8BvAHgVFXtDeBwsFbXVQAeFZEDwzQRqt2hIjJTRGauW7euXPvsMmQIE1q89hrdpx56iC/Q99+nywdAF5DOUYiLH3zAIsiuwHXvvcxO2LEjE3LMmEGBLiWFFq5QBV2N2BCL8VXR5OUxk2DfvkXdBHNzaXFt146WLS/Tp1OY6dSp6P6yxhTWr198344d7ONuuwVfs3Bh0eyHLsuW0cLQrVvZ+hQvqsLYqiqMH8/6V7Nn0218zhxm5uzbFzj2WM7927dTobZxY3SKsEMPpVCVn8cstrt2MVFMw4a0nr30EpPVPPoot95n00g8hg/nJ5b0789PWYlH3w2jslKphS0AtQDsCWCaqi5x9v2tqvcBOBvAEQDuE5FeJWlUVUeoak9V7dm4At9WTz3F4pV33MHF6SWXcEH6229MLrBjBwWuc86J3NZbb9Ed8dBD6QZ1772Mp2nThoLc/PnACy/Q0jBgALNeGfEhVuOrIvn8cyoHTjih6P7vv6el6sgji1/z9dd0z/NatQBmUCsL/tpcQGGRcDfNu//Yhg20IvuZPp3byppEoCqMrcpOdjZrZR1xBJVgt9xCL4MVK4D/+z8qvUaNYnr27t1p3YpE+/YU3CZOpPvtnq2YrXDyZODss+m1cOed9GCYNo2ZQS3bYOIzdCg/FYnfOtWhQ/nUVotF3w2jqlDZp+N0AHkA3OQYqap0KlLVtwGcCuAgANeISAgdd/zIzOSi1a23cvbZfKl++CGDps86i4vC6dOjE7hmzABaty5MmvHpp8DVVzMo+r//pUvLCy9Q49+/f+jEAoYRiWHD6M40YEDR/ePHc1z7X+YbN1KL798fygUwWnr2ZGpsP7NnMz5mzz2LHxs/ngveo48ufmzqVKBly2AhzTAiMX8+466efprufYcfTsVXaioVaB9/TAGpc2cqx376KXKbvXoxw+zcuRSqdmsMLF1CZdx//8v4rrfeAi67jPfvVSLVomEYhlHRVGphS1VnAVgA4ELne46IJIuDqn4I4AoAZwI4Fki8LIUdOzI4eu5cxluNGMFF7PDhXCgeeywLs/74I7BHhExSc+ZQyOrcmYvar75iBiq3iPK111Lr+vzzfFH37x9ch8gwwrF4MRUAJ55YNKV7djYzrvXsWTSdO1BoSS3PbGjt2nFh62fTJiopBg4srt1ft459P+WU4ha2vDzGUR53XPn10ag+vPkmLVVr1nAunzWL8/g++1BZ9sILVDgcfDBTsAcV3PbTrRvn8JwctrF0KbBqNRUaF1zARDRZWcBnnzHLYUZGhf9MoxwZMaIwa3CsmD+/ZKEEoeK24tF3w6isVCphS0T2FZGOIuLNq/Q4gG4i8iIAqGo+gCTXwgXgTQBfAPiviDTw7E8YBg/mS/Obbxhj9eqrfJk+9RRf3kcdBfzxB7BhI+NgwsWTfPghXQX79aMLyxtv0Mf/+uvZ5qWX0hLwzDMUzA4+mDEqhhEtzz1HYcovlMycyZitoPG5ZAkFnwYNiu4vreqjTx/GHwa5SrmuVoceWvzYF1/wWJCl+M8/aWU+6KDS9cmonmzZQvfAc86h8uz22xkztWwZvRV69aKlKymJyrNJkyK32aULk7v88gtjEs84g7W3li8HWu0JpKbxOezalUq2Y46p6F9pVASXXBL7JBTff89PWYlH3w2jslJphC0ROR3ApwCuAeDVj48HMArA6SLyAECBS0RqOP/eCuArAI0BBITSJwbXXkuB6P33mRL4tdf4cn78cS4sTziBWtE1q7mYDYqJcdm8mdcefzzdVx5/nBaI665j2u0LLmABzUcfZaKAww8PnQbbMLxs20Zt/WGHsYyBl+nTOc7ati1+XVYW40mChKNIGTf9DBoE7LdfsKC2fDnvdeyxxTMRrl8P/PADrVpB4Uxuoo7evUvWH6P6MmcOPQneeovxK/37s0B9aipdw1etosKrbl3g5JMZgxuJ7t3Z7vbtFLJat2aMV/36rKX4z3LO8c8+y/is5s0r/ncahmEYpadSCFuOoPU6gG8AfKCqi91jqroOwEMApgK4VEQed/bneZrIBbADTmxXIiJC4ef885kW/rvvaOFS5f7u3flSzcml9apZM2Y0DCLP+eXp6dR45uay6HGTJowb2LiRmRD3359B1T/9xO+JZ/MzEo1PPuEi8OSTix+bMoXjMqieT25ucddCl/bto7//SScxpiqI7GyWTMjIoALBz4QJ3P7f/wVf//vvFML8WRQNI4gxY2i12r6dlqupU7lt25Z1r154gVbWTp0o4EeKz+rWjQLVzz/T+2DIEMb0zpzJulldujCle81MeiRccYUV3zbCY5Ynw0gMEl7YEpEmoDVrFIAHVPVrZ39NEUl1kmIsBHADgAkArhCRMY7LYR0R6QngZAD/AFgbn18RHSIUtAYOpAvhrFlMr11QQIGrdi0uBDdvpsCVlEQhyV9HxavRb9SImvr169leu3bAqacyhmbUKApjl1xC7etjj8X05xqVkLFjOaaCYqU2bgwtCNWsyTTVQQJ9rVoc85Fo0Tx0KuuCAiaEyc2lBTc1tejx9euZmODoo4tb5AAqKKZPZz9sAWuEQ5Vz5eDBtDo98wyVWXPn0gPh/POB++9n7OCAAcABB9DVMFyMVr9+FPY3b2a7XbsyTXxaGjMLfvUVE7vccQetZzUzY/VrDcMwjLKS8MIWgAYA9gUwwU3vLiKPgoWMJwJ4WkTaqOofAK4HcB9Y4PhHAH8BeA9AZwDnq+qmmPe+hCQnA+PG8SX98MNMA//qq1xMLlgIZGYwpfu2bXQ53LqVApibhvXii4tbFjp14mL39de5GD3kEAZtP/ssY8EuuoiWgJtvpibVMIJQZfr2/fcPdgfMzaU1NYi2bemqGqr0U+vWXGQGcdBBQMs9iibj8Pdr2jQKe2efXVzgU+UzBDBmMYhJk3i9v0CzYXgpKKDL94030pX25puZBTAri9vevYG776aV9aijCssSrA1Q87VtS3fwBg1oFcvI4Pj87jt+TjuNgtWjj1J5MGUKMxtaSnfDMIzKRWWYthsC2ArgSwAQkfEA/gMgBUz9fgGAGSJykKouB/AEgK4A7gXwGoDnAPRR1d9j3vNSkprKRW2/ftSY/v47Y7igFLiaNKG2MzeXBY1Xriy8Nkgrn5REt5OcHL7URSiY1azJejA5OcBdd/Hlf+aZVoPLCGb1amrr9903+HhqKq1XQey/P4+PH1/o5uqnUSOOy/PP5zg87zx+b98+vLXpl1+AefOoMAgq1jlpEsf0lVcGW7V27WKygb33ZqyXYQSRk0PL6NNPc3yedhrHZ34+47SaN2cWwvx8xst6M2/uuSddDnv1Ag48kLFYderwedi0iYqGgQMZD5mdDdx2G90Hx4zhXP/HH4zdNYx4YO6IhlE2KoOwtRAsXnyeiAwC0AnAiQCOUNWeAM4CsATAxyLSTlV3qOpaVX1YVW9R1Se8MV6VhbQ0xpgccADwwAN82bquW488Qi3onXfSivXZZ1xwFhSEbq95cxaU/eQTavpr1uSiNisLePllWiQefZSC2THHMDW8YXhxCwUHCSwAx5d7jp+MDFpQt2/nAjKUwAVwTNeuXdwV0I8qx/3MmbQoBFnG/viDWdzatGHduiD+9z8m1hg+PLT1zKjebN9Oj4CvvmKsVO/e9DDIzKRglJFB10FX0PK7u6alMSZrv/04bj/8kG7dDRpQCTBjBmtwtWnDBEaPP06Xwq++4rwcymJsGIZhJD4JLWw5NbE2AhgH4CgApwHYAOBnVc0FAKeW1l0ACgA8KCIp3lpaiVZXqySkp1Pg6tWLrik7dgDdulIgeuQRLgAeeogWgZ9+4qJy06bgtkQorO3YwQKZAN0L+/ali9W8eUCLFnRT+ftvJtIwDC9uxspQAkm3bqHdBAEG+J99Nt31PvywbBkw8/LoavXTT1zYnndecE2tF17ggvall4KtY7NnM5PcpZfSLcww/GzYQKXX9OksIrzHHowLbNSIgpYIcN99hYJWo0bF28jP5xz75puFLoPXXsv599lneY8bb+RYfvZZPktz5gBHHBH732vEDtWKS0wVyhrlhhyUlYrsu2FUNRJa2FKSDWYiPBjA2QDWqup6AHDrbanqZwC+A7AfgFRvLa1ErKtVEjIymNFqv/2opd+xk4ktMjKo/fzrL2pUzzuPgtT773MBmp9fvK1Wrbj93eNQeeqpTFBw7bV0p+rXjxaI114rjHMxDKCwRtaWLcHH27VjLGGo4wBjEc8/n1r7Dz4I7XYYjqws4O23OfaPOSY4jiUnh4kLRCho1apVvJ2cHC6Smzal8sIw/KxcSRfY+fOBYcM4795yCz0FbrmFQr/XddAvaLlC1qhRjLlKS6Pr9tlnM/nRp58yruvaa1kg9qefOG6nTQttQTYMwzAqFwktbLmo6pcALgXjtA4SkUud/bme09Y424RN715aatakFr9WLb70Fy8G3n2XWtD//Y/Wrz59GN+1//50rXrrLbpGecnI4Me7v2ZNuq2sXw+8+CL3XXwx0LMn3WT++CN2v9NIbFq2pFCzbFnwcTeWa3EEp90+fWg53b6dFq5oBS5Vugx+9BEXsddcwwVuUMKADz5gUoKHHioaO+Nl1CgWW37lFbotGoaXRYs4n65aRQGooICWrd13pxUKoLCel8cC315BS5UeAqNHU8hKTQWuvprXffYZLa4pKRyfLVpw7t5jD1par7zSMmIahmFUJRJO2PK7/bnfVfVVAK5h/EERGeo5pwuYgfAPAKXQlSc+deoAB/Rjyt+bbgL+/JNug+3bc2E5alSh4HT11XzZjxtXuOgEmFAjP58B2F46dqTF4c036bqSnMxFRHo642DCxdcY1YfMTFpH580LPt6hA8dONAL6fvsxe9v27RSeIglceXm0Mvz8M+Nlhg3j/YL48UcqJ/7v/5iMIIhFixirOHAgiyQbhpcFC+jit20bBaOdO4Fbb6VgdMMNnBsfeIDj94gjisZorVtHy+u33/J5uOIKClOLF9MKtmwZcNVVHP/DhnGs3nsvlWQlqTlnVH569Ch5Ufey8tFH/JQUv1tiPPpuGJWVuAtbIlJbRBqLSBpAtz+vwOVzCRwJ4HQAeQBeFJFxIjIGwKsAWgG4RVWrpLAFAKkpQL8DueC9/npqQd98E7jwQmpPH36YL/+OHQvrwGzezMDrN9+ka2BOTnAcwODBtJzdcgsFtcaN+e/587moMAyAadjnzg321U9PZ0a/UG6sfrp04QvcLWOQlVX8nIICCm8rV7LNiy6iQqFmzeA2//mHNeN23z103OG2bRzbmZlUUhiGl6VLKaTv2kVr/7ZttEg1bcptejqVUuvWcbHpFsHOzqb735gxvPa88zgPJyezPtbYsXS1feUVJsS47z5mKfztNx635CzVj59/5ieWZGUFz7UlJR59N4zKSlyFLRE5FcBYAL8DmCoiL4tI43BxVqr6Ppgs414AzUEh608A/VQ1hM696pCawhe6K3D9+CM1pPfey0xwDzzARUBKCmu4PP4447Lat6eby3nnBVsEMjKAk09meu/vvuO+ww5jrZj77uOCwDC6d2cSllCJMC6+mLXffvopuva6dSssP/DRRyx58NtvtCzMnEk3rMmTgeQaHMO9eoVuKyuLxcDT01kcPGjxmp3N52bpUlp9LS7G8LJuHa3827fTRVuVyTAaNCgUtAAuMpOTOX5zcjhm33qLQtiAAYwB7NyZCq6nn6ar6/PPAyeeyPn6t9/YvlmzjIrAUrUbRmIRN12aiJwMYDSALwCMBAsXHw9goIjcCOBLVd3qu0acpBmzAMwCcLezP8UXv1WladiQGa369ePC8fHHWf+lSRMuXB98kK4rrVtTiDrssOgyrfXuzdTwTz/NulwA258+nXVlZs827Wt1p2NHbpctA3bbrfjxgw/mOHzvPZ5bp07kNvfZh+mtv/iCNbGWLi20nNWuzYVDh2lAuDCWzZv5HOTlcYHrT70NUNC67joulEeNAg49NHLfjOrDjh1M775mDQWjJk1o8U9N5bjxWlP/+IOW1rfeoouhKlCvHuOtdt8d+PVXFpHPzqYl9ogjaOWaOZPxsG+9xbqGhmEYRtUn5pYtIbXBhBefAbhMVe8AcCaAE8CaWS8BOFdE6nqv9Vq8RMRbhafaRRU1akSBa889uRCYNo0uLaNGMePVY4/RIlCSXIzJyVxs/PNPYRKNevWAm29mnM5TT1XELzEqE66AFarEQFIShfXsbGruo3EnBOjSd/LJTEQwbBhjW556iuO4e/fIgtYjj9Ci9txzrFXkJzeXsY4//URhLFTNLaN6UlDAzJau2/R++zE99vbtVFy5mThdbrkFOP10CkyHH86x9fDDnJdfe41xXrVr0327bl3gnHMooA0fTm8EE7QMwzCqDzEXthyBKQfAXmAa95WOxWqXqk4DcAqAyQCGARjsFapEpI2InOm0k+Nrs9rRqFFRl8Lvv6fw9eGH3Dd6NPDkk+FTcfvp2ZPbSZMK9x12GK1o99wTvo6SUfVxLZvhkqa0acNkAosXA++8UzKBX4QCftOmtMpG4p9/uDjevJn1idzC315U6Qo7bRoXu+ecE31/jOrBzTdzzrv2Wlpn33mHSVROP72wZIaXOnVoGf3Pf6gkaN2agtqdd9IT4KKLOB4ffphzcN++LFUwdKhlGjQMw6huxCtmKxXATgD1nO8iIkkAoKpZAIYAmArgIQAdnRNqAbgFwGgRuSbG/U1YGjYEfviBmtIbbmAGwjp1mA3r6quZfviOO5gZK5qsgo0a8TN2bNH9V19Nd5n776+Y32FUDlzBKdKC8cQTKdRMnsyxV95s3szyBw88QOvZK68UKgr8vPUWn4t772VMmWF4ee01WlBPPRU44wxa9Z95hkqDAQMiX791K10Gn3qK3gEjR7IO17nnsrTA66/zGWjWrIJ/iGHA4rUMIxGJSwSOqm4VkdcAPCoib6nqWKBITNZmEbkKTJ7xPJj8YpuIfARgHwDj49HvRKVBA2pTDz2UmtVVqxgn4Ka+vv56amq//poLim7dwi+W27cvnmVo771ZS+aFF+gy06JFxf4mIzFJdqrYReMeeMUVHJfvvceMbeXhOrVmDfDVV2y3oIAxNZddRmtYEHPncuF88MGskWQYXr77jlao/ffnPCnCbVISs7yGmydzc3n92LH897nnsljxE08AX35J99ePPy7MVmgYfuKh/Nlnn/JpxxRXhhE98cxGOBrALwDuF5EDgGJp3xcDeBlAFxHp6xwfB+BwVZ0bjw4nMrVr043wqKMoEN12G+MN9tqLboVPPcWFw/DhdAdcuDB0Ww0a0Irlt4Sdfz4X2U88UaE/xUhgmjfnds2a8OcBXLCOHElB6MUXQ8d5RUN+PrB8BXDXXUybPXgwsxfeemtoQWvXLuDuu2n9HTPG3LeMovz+OxVIu+/OmL8aNZgdcOFC4Nhji8dpuRQUcAzefjtLFjRvTivrIYdQQPv6a3oA/PijCVpGeEaM4CeWDBgQncU2CK/VLB59N4zKStyELVVdDeACAE0APCAivZ396mQXzAHwFoBMML27e93OOHS3UpCeDnz+ORMMfPMNLVtz53KReeCBPHbHHawb88gjwEsvBS+ad+wIzjrYogWFueefj26xbVQ9atXiAvKXX6I7v2ZNJsrYtYsC//btJbufKjBrFot4b9hAN69x4xhjE2kh++yzjBt7443QAplRPfn7bwpHGRkcJ7Vqcf+YMZxHDzkk+Lr586mseuUVnvfcc3QTHDuWglZeHjBxIgUx1wpsGIZhVG/iWmdLVWeD6d67AHhSRA539rtp3DsD2AigHErwVQ9EuBCdOJEL3AsuYExCQQEFqBNOoNB1wQVcMN95J2NZxo+n6+DEiUwk0Lx5sMB14YV0mTHrVvXljDOotY82WUrbthTu16zhQvXnn4PdELOz2ebixaxD9MUXtGSNGOHUNOpKF69QFgcvEybQdfbKK1lvzjBcFi6k8ik/n8KSa60F6BbYpQvTvXtZtIhKrKeeojLqnnuATz+lwHX22cw6eP75zNp60EEx/TlGJWbWLH5iybp15ZPoKh59N4zKStyrJqnqDBE5ArRivS8iwwB8A1q8LgWwDYC5DZaQgw5iquGTT+aC4scfWX+rXj2m2f7Pf4DTTqMr1iefsMCry267AQ89FNxuy5bAwIG0bt12G9MaG9WLSy+lsD1yJMdANPTvD7z8MoWl4cNpUahbF6hfnxarLVvouuqncWO6AvYaD0gSEI1Bdc4cXrPffqzfZRguy5Yxs+quXRyHe+9d9Hh+PrBxIwX/7ds5h377LbNeZmSwjuGpp/K8hx+mi3aLFjzHrU1oGNHiJvUpr3zK0STHGDOG26FDy3av8u67YVRl4i5sAYCqzhSRowHcCeAe57MVwCYAx6nqymjaEZEaqlrtam6Fol49avhffhm4/HIGcD/+eGEdokaNOOEOHcoFb1YWFxSR3LPOPZeWsJEjmQHRqF7svTfH03PPMXYq2oDrzp3pAvj998xSOHcuhazWrZmprVkzjklXCNtjj0JhXr6J7h4LFzJzZsOGTKSRlla632hUPTZsoEC0fTsFraB6bO3bs3j71VcX7qtXj0LW4MFUVP3wAxVXq1czVfy99xa6IRqGYRiGn4QQtgBAVReIyPkAHgHdB7MAzFHVVdFcLyKDAdQXkVGquqsCu1qpEGG2rU6dGPR94YXUyPbpU/S8Bg2ic88CuLju2ZOC27XXWmxCdeSee+g6df/9dFMNcjkNokYNxsOEiokpC0uW0GKbkkJhrmnT8r+HUTkpKOD8t3w5lQTt2wef9/LLzHQ5Zw6FrE6deK4IhbRhw+gF0KoVlQb9+sXyVxiGYRiVkbjGbPlR1XxVnaOqb6vq+BIIWucB+ABAYwCWcyyAPn0Yo9WsGeNYXn+9bOb/k0+mZvebKC0ORtWiXj0mWPnjD1o4483ixXRvVOUi2O8eZlRvHn2UFqkbbgB69Ah/bp8+VFCdcgoVSyLA1Kl0u/7gA+C665gowwQtI5GIVX0tq+NlGCUnoYSt0uBYw14B8CSA0aqaHecuJSxuFrnDDmMGruuuY3HY0jBgADPNvfde+fbRqDwMHgycdx4zs02bFr9+zJ/Pmi+qtGiVVx0Zo2qwcCETrRxyCMdsSVi7lgmHrr6aLoTTptGin55eMX01DMMwqh6VWtgSkbPAWlyPAHhGVf9x9tcUkdoikul8L5G1S0SGishMEZm5rjzS9iQQtWoxluXpp6np/b//42K1pKSlAQccAHz2Wfn3sapTlcbXc88x2+BNNwEzZ8b+/lOmMOYwI4PuX/vuG/s+JBJVaWyVF/ffT+vUTTdFX2stP59WrFNP5Ri7/37Ok337VmxfDcMwjKpHpRW2nELIowDMBDBKVZc6+x8A8CmAHwF8KiJHqpbMYU5VR6hqT1Xt2bhx4/LuetwRAa66iouI/HymgX/vvZK7FbZuzXTeQVnkjNBUpfFVsybd9po3p/b/669jc19Vxoxddx2w555MQRyU8KC6UZXGVnmwfj0wejSLF0f73zFnDtO4DxsGdOjA77ffbslWDMMwjNJR5gQZItIBwPkA9gZQH8VjplRVB5b1Pn5UdZqITARwEIBjRGQhgHcBHAHgNwBLAXQF8JmI3ALgKVUNqO5TfendmxnhTjyRdZCmTKH2d/fdo7s+NxdISipek8aoXuy2G62kRxzBVPBLlzIRS1IFqXKWL2eSlx9+AA49lKULLBucEcS333KeOvroyOcuX84C3F9/zayYb73FmnIl84swjOiJhzfASSeVTzvx6LthVFbKJGyJyP8BeBVALoA/wQLExU4ryz1C3DdNVXep6mEi8hWA+wAMAVAXwGAA36vqVhHpBuAqAA8DWALgw/LuS2WnYUMW8nzuOeDWW5n44uijWfy4S5fwC41Zs2hVsGyExm67ATNmMHZq+HAmzrjnntILQaqsd7R+PdPD110H7Mxmcpfp02lleP554LLLbDFshGbePG7DxfEtX86EQWPHMpPl7bczTqt27dj00ai+RErWEi0lSVpRXgbv8uq7YVQHymrZuhvArwAGqWpWmXsTARFpoqprVHWXiKSqao6qHikinwE4GsBFAMarai4AqOovIvIIgB4AHhKRb1R1U0X3s7KRlES3wpNPpsVgxAjg00+Zca5fP7rStG7NBBuNGrHg5yuvAL/+ymBxwwAoAL3+Ol/C118PnH46SwMcckhkgTwnh+5aP/1EIf7PP5lq22Wss11RAPz3v8w82Lx5hf0Uo4qQkxNaGF+yBBg1inNdUhIF91tvtXFlGIZhlC9lFbaaA3gsRoLWqQCuFJFhqjpOVXM8AtexIvIEgKmuoCUiomS+iHwL4EIAtcFCyUYALVoAzzwDPPAA8MUXwIcfsijy558Hn3/JJcAVV8S2j0ZiI8LYrf33Z/HrW26hJrV3b1q/atemsL51Ky1WGzcy49vSpVwYJyXRCnHuudw2a8YCx73uZRKMpV/G+xcalYn996eV9IUXaHVdv57uT+PGAT//TAXBpZdSyGrRIt69NaobQ4dyO2JE7O45eTK3AwaUrZ149N0wKitlFbZ+B9CsPDoSCieTYHMAL4IxYVeKSI6qTvAJXNe55wckxKgFujjuqMi+VhVq12ZNmdNO40Jl1Sq6hS1YwNpaGRlA167A4YfHu6dGotK3L124PvoIePFFuv5t2UKBCmAa7dq1KUi1a0e31QMPBA46iBbVYjwVw84bVYbDDmPW1Dfe4Mdl992pVLroIioBDCMeuDUKYymw/PEHt2UVtuLRd8OorJRV2LoBwLsi8rmqziiPDvlxBKcVIjIBdAc8EkBDR6b6xhG4klS1wD1fRJLdZBgi0hNALzA74fYQtzFCIEK3mubNmYzAMKKlRo1CoR0Adu2isJWRwWOGUdFkZjIm9csvgdmzKVj17csSARbrZ1QF4lFk2AobG0bJKOuS5xoAGwBME5HfACwD4M/4p6p6cmlv4BGk/gKwDsA7ACYDeFBEbnMErgKvRcsjaB0J4FrQMnaaFTw2jPiRlmbps43YU6MGcOyx/BiGYRhGrCmrsNUdgIJCVj3n46eE1Zt8FzsWKwCfA/gSwJ1gMoxxoMB1u+NSqCKSqao7RKQegLsAnAVgG4BDVPWPsvTDMAzDMAzDMAyjJJRJ2FLVVuXUj7A4cVsrAGQBOFBVx4rI8WCSsvtFJA3A6QAmiMhosFjzCjAt/QhVXRSLfhqGYRiGYRiGYbhUisgJxz3wHxH5GcA5TozYZyIyCLR2vQagIYB3HBfCDSLyrHNpTtw6bhiGYRiGUQFY7JRhVA5KJGyJSEsAUNVl3u+RcM8vLZ64rV8AnOLGZKnq1yIyHUBvAH8DcF0Ooaq7ynJPwzAMwzCMiqJ799jfs1Gj8mknHn03jMpKSS1bSwCoiGQ4FqMliC4mK0JJ0/B44rY+AHCjiAwAswu+C6A9gIcBXA/gKRG5RFW/K8v9DMMwDMMwKpJZs2J/z8GDy6edePTdMCorJRW2LgCFq1zf93IjRJ0sN25rA5iRsDOASwEMAHCpqr4rIlMBvAkm6zAMwzAMwzAMw4grJRK2VPW1cN9Lg4jUBpAOYIuq7nKyChYTuJzv60XkawDPAtgM4GIwSyFU9XMR2UNVrZaWYRiGYRhGBXHJJcDw4fHuhWFUDpLKqyERyRCRds4nI8prTgUzCv4OYKqIvCwijYMsWx5GA3gGwFAAn6nqTsfqBQA7yvIbDMMwDMMwYoFI6YtrlzY5xogR/JSVESOsMLhhREuZhS0R6SMi3wDYAmC+89kiIt+IyAFhrjsZFJy2ABgJuv8dD+AnETnVsXgVQ1WnA7gPwCdukWJPMeNydWk0DMMwDMMwDMMoLWVK/S4iRwH4GBSYXgAzAgJAOwBnAPhWRE5U1S881wiAWmDM1WcArlDVlU6trB4AHgTwEoDbReRNVd3sv6+qrheRcrPKGYZhGIZhGIZhlDdlrbP1MChgHaiqm7wHROROAFMBDAPwr7DlxGTlANgLwARH0BInVfs0ETkFLEY8DMB2ERnt1soSkTYA9lfVtzwZCg3DMAzDMAzDMBKOslqH2gJ4yS9oAYCqbgQwwjnHTyqAnQDqOd/FtVSpahaAIaCg9hCAjs4JtQDcAmCUiFxTxn4bhmEYhmFUOqyYsWFULsoqbP0JoGGY4w1R6Fr4L6q6FcBrAE4TkeNVtUBVC9xEF47r4FVgxsHnnX3bAHwEYBqA8WXst2EYhmEYhmEYRoVSVmHrFgCXicjR/gMiciyAywDcFOLa0QB+AXC/m0jDTfvuHF8M4GUAXUSkr3N8HIDDVXVuGfttGIZhGIZhGIZRoZQ1ZmsoWGT4UxFZBmCBs78NgJag5esSEfEavVVVT1bV1SJyAYCvATwgIreo6gxH4EpR1RwReQuM3WoF4Afn4p1l7LNhGIZhGEZciUedqv79y6+dIUPKpy3DqOqUVdjqDkDBtO0AhSyXZQAyAHTzXfNvenZVnS0ix4MJNJ4UkbtUdbyq5jqndAawEUBWGftpGIZhGIaRMAwdGvt7duhQfu3Eo/+GURkpk7Clqq3K2gFVnSEiRwB4C8D7IjIMwDcAmoDp4bcBMLdBwzAMwzCqNYmUHOOSS+JjnTOMykaZYrZEpKuInOXbd7iIfCciM0Tk6mjaUdWZAI4GMBbAPQCmgAk09gFwnKqujKIvVsvcMAzDMIxKwYgR/MSS+fP5SZR2DKM6UFY3wkcAZINWKYhISwBjAKwHsBzAEyKyU1UjTiequkBEznfa7Ay6Ds5R1VVR9iVNRHYBSFPV7JL/FMMwDMMwjNjgWqli6Y73/ffcltWd0G3HMIzIlFXY6gLgMc/3IQAKAHRT1Q0i8jboChiV7kZV8wHMcT5R48R9nQFgbwBZIvIqgO9VdW1J2jEMwzAMwzAMwygvypr6vS6YjdDlaADjVXWD8/0bFE2aUe6IyBkAPgCwm9OX3QC8D2C4iBzqOc/cDA3DMAzDqJQkUryWYRjRU1ZhaxVoTYKINACwP5jK3aU2aOmqEESkCYAbQOHqAlU9DsDhAC4AcAyAx0XkVID55kvQ7lARmSkiM9etWxf5AsMoATa+jIrCxpZhGIZhJBZlFbY+AXCliFwP4HUAuQA+9hzvAmBRGe8RjgzQcvaTqrrp57ep6msAjgWtXHc6BZajRlVHqGpPVe3ZuHHjcu2wYdj4MioKG1uGYRiGkViUVdj6L4BxzrYTgPNUdQ0AiEgdACejqKWrvFEAW0GhCiKSBKBARERVvwZwLoDdAdwoIp0qsB+GYRiGYRiGYRhFKJOwparbVPVsVa2vqnup6vuew9tAQeeOMvUw/P2XgjW4BotIA1UtAJCkquoIXBNAl8L+AAYDFrtlGIZhGEblIlHjtRK1X4aRSJQ1G2FIHMFnc0W17+E+AJ8BeAXAiaqaLyLJKLRwjRGRkQCuE5HXHQHNMAzDMAwjbkQfSV5+lFea+VimqzeMyk5Z3Qhjhoh0EpGjReRaEeksIpnOod8BPA7gWBF5Hfg3hbw4HwCYACANQPNY99swDMMwDMMwjOpJhVm2yhMnvfs9AJoAqAMWPL5fRF5U1S2O5aoJgMtEJF1VT3csay41QLfGvFj33TAMwzAMwzCM6knCW7ZE5HQAb4I1u84A0AzMcHg1gIYA4CTleBAssHyCiHwvIseJyG4i0h9MlLEGwJLY/wLDMAzDMIyi9OjBTyTKMy7qo4/4SZR2DKM6kNCWLRHZHxSiXgYwzE3vLiLvALgVzEK4yonNWiUij4NuhbcCGAOmot8IZi08SlWt8IxhGIZhGHHn559jf8+srMRqxzCqAwkrbIlIDQDdASwDMNpTRwsA9gLjsc4Vka0AlovIWFVdIyJvA3gHwJkAGgPYAOBb3/WGYRiGYRiGYRgVSsIKW6qaJyKTASxX1e/d/SJyMYD/AJgOxmEdCaA1gP8TkdNVdZVz6qhY99kwDMMwDMMwDMMloWO2VHWeqn4GACKSLCIdAAwHsw+erqp3qmofAC8A6AvgBhFJ8tbSsrpahmEYhmFURqyOlWFUfhLWsuXHSec+X0T6ApinqludWC1V1TtF5BhQ4FLVwuoV3n8bhmEYhmEYhmHEioS2bHkRkSQAUNUZqrrV3e05ZSeAJBOuDMMwDMOo7FQWq1Zl6adhxIuEs2y51ir/fl/dLIhIkrtPRA4GCxZ/GK4NwzAMwzCMRODii2N/z332Sax2DKM6EHdhS0RqA0gHsEVVd6mqRhKWnOOuoNUXTPWeAsZumeugYRiGYRgJzYgRsb/ngAGJ1Y5hVAfiKmyJyKlgZsEOYPr22QBuiVQPyxHI6gC4CUB/AO0AHKmqiyq6z4ZhGIZhGIZhGNEQt5gtETkZwGgAWwCMBOtpHQ/gJxE51bF4haMngOvB9O8Hq+pvFdlfwzAMwzCM8mLWLH6CqKg4qHXr+EmUdgyjOhBzy5aTir0WgEsBfAbgClVdKSJpAHoAeBDASwBuF5E3VXVzUDuqOlFE9gWwUVU3xqj7hmEYhmEYZaZnT25jGfgwZgy3Q4cmRjuGUR2IuWXLiafKAbAXgLWOoCVOvNY0AKcAmAxgGIDBIpLqXisibUTkTE9bi0zQMgzDMAyjqmDZ/QyjahEvN8JUMFV7Pee7eFK7ZwEYAmAqgIcAdHROqAXgFgCjReSaGPfXMAzDMAzDMAyjRMRF2HLqZL0G4DQROV5VC1S1wHExhOM6eBWAzQCed/ZtA/ARgGkAxsej34ZhGIZhGEZRzBpnGKGJZ1Hj0QB+AXC/iBwA/Jtl0C1UvBjAywC6OOndoarjAByuqnPj0WHDMAzDMIyKwoQWw6h6xE3YUtXVAC4A0ATAAyLS29mvIpKiqjkA3gKQCaCV57qdceiuYRiGYRiGYRhGiYinZQuqOhtM994FwJMicrizP9c5pTOAjQCy4tNDwzAMwzCMisesWoZRNYlrUWMAUNUZInIEaMV6X0SGAfgGtHhdCtbRMrdBwzAMwzCqDDNnxv6eJ52UWO0YRnUg7sIWAKjqTBE5GsCdAO5xPlsBbAJwnKqujKYdJ4V8DCtWGIZhGIZhlJwePWJ/z8aNE6sdw6gOJISwBQCqukBEzgfwCOg+mAVgjqquiuZ6ETkewDYRmaSqBRXYVcMwDMMwjHLDXAgNo+qSMMIWAKhqPoA5zidqROQ8AK8AuB7A9wBM2DIMwzAMI2EZOpTbESNid8/Jk7kdMCAx2jGM6kBcE2SUB4417BUATwD4wJNcwzAMwzAMIyEZOZKfWPLHH/wkSjuGUR2o1MKWiJwN1uJ6FMCzqvqPsz9ZRFJFJMn5XqLfKSJDRWSmiMxct25duffbqN7Y+DIqChtbhlH5qCouhFXldxhGeVNphS0RGQDgTTBz4cuqutTZfweA9wF8B2C4iPQqaQyXqo5Q1Z6q2rOxRYEa5YyNL6OisLFlGIZhGIlFpRW2ACwAMAtAVwBdRaSGiHwG4A4AHQGkADgbwFQRORUouYXLMAzDMAzDMAyjtFRa4cNJB38sgEUAngYwBSyOfAqAA1S1J4DBACYDeEtEDrQshYZhGIZhGIZhxIpKK2wBgKquAXACaOXaH8CtAMap6gbn+JcA7gewHsCdIpIer74ahmEYhmEYhlG9SKjU79EgIjVUNc/9rqqrReR0ADcCmOYecwscq+okEZkEYACAVADZ8ei3YRiGYRiGS6NGlfee8ei7YVRWKoWw5dTROkdVD1XVvACBa6WI3KSquR4hSz1N1ACwHUBOjLtuGIZhGIZRjMGDK+89Q7Xz22/AfvuVzz0Mo6qQ8G6EInI4gJEADhaR8QDgClze89z6Wqqq3kQYIrI/mDDjBwD5Meu4YRiGYRiGYRjVmoQWtkRkTwC3A1gJFi7uLyLfAcECl4ubCENEBgK4F0BjAPdbwWPDMAzDMOKN1aQyjOpDQgtbAPYG0A3Ai6p6EYC7APSNJHCJSD0ReRK0iO0DYKCq/hXDfhuGYRiGYRTDFbRGjOAnlpTXPePRd8MQkQEi8qmIrBQRFZETA865VUR+EpGtIrJWRD4WkfYR2r3bac/7+SPgvMtFZImIZIvIDMd7LiKJLmwtAHCZqj7kfB8BClx9IghcGWCc1uegoPVbrDpsGIZhGIYRhFm0DCM8IjLJydUQRE0AswFcHqaJgwA8D6APgMPBurtfi0jNCLeeC6CZ53Ogr1+nA3gCwD0Aujv9+EpEdovQbmInyFDVf0TkXeDfLIQbReQ55/DdIvKdqh7kTZYhIimqukpEbgeQq6o749F3wzAMwzCM6sZvvwHR5MgQkVYAFgN4XVXPq9BOGVUCVf0CwBcAICKhzhnk/e4IbmsB9ABr74YiT1VXhzl+HYCRqvqq0+6lAI4BcAGAYeH6neiWLahqvrPNczINbgXwHIC7QQvXv/9xInIwgMtEpL6qbjFByzAMwzCMRMCsWkZpEZEhIvKCiEwXkR2Om9vdYc5fEuAW536ml+L+x4vINyKyQkR2isgCEXlDRDqXta8xoK6z3RDhvLaOe+IiERktIi3dAyKSCgprE9x9Tn6ICQD6RupAQlu2/DiZBkVVt4rI8wAEwF2OS+E9AB4BUAfAe/Hsp2EYhmEYhosJWoGsANABwOZ4d6QScD+APQFsBJPGtY7ims0AngrYv7wkNxaRRwHcAGAdgI9BoaUjgLMBnC4iR6vqN2Xsa4XgZCd/CsBUVZ0T5tQZAM4D8CfoQngXgO9FpJNj5GkEIBnAGt91a8DcEGFJOGHLrZMV6rhH4NoiIk8AKABwByhdbgPQP4IZ0DAMwzAMIyaYoBWMkyG6WBICI5CLACxQ1SWOW9yrUVyzSVXvLstNRaQp6D63EsB+qrrec+xsAKPArOFeYatEfRWR2wDc5tmVAXquPefZ11FVl5XiJzwPoBN88Vd+HPdEl99EZAaApQBOA/ByKe5bhLi7EYpIbRFpLCJpQKEwFe4aVxhT1WwwoC0blKD7qOrsiu6zYRiGYRhGJCqzoLVy5SSMGCGYOfNuZGX9gnHjBuHVV+vg1VdrAxgEINhQMG77ChxwwAGoXbs2MjMz0b17dzz33HMoKCgocp6ItHJczF7ztyEiJ4rIRBFZLSK7HPe1SU6cjP/cA0RkjIisEZEcx4XuSRGpXy7/EQmAqk5Q1SVxuPWeoKww3StoOXzqbBt7d5airy8C6Or5zARwp2/fyhK0BwBwhLVjARyiqiWy5qnqJgB/AWjj7MoCa/U28Z3aBEBEA09cLVsiciqA/4Bm5OUiMhvALaq6Lsrr+4Gug0mgRWtehXXWMAzDMAwjSiIJWv37x6YfZb1nVtZMzJ79CJo1648OHYZi06Y/sWzZZ6hRYyZ27pyPjIzCtfaTG+fhta2LkPFrU1x44XlITU3Fxx9/jCuvvBLff/893n333Yj3cwSqF8BF7FhwobsbgC4AzgUX5+65Fzvft4GL/5UAOgO4BsAgEemjqtXVTTFNRM4BsDuArQB+Ad3pQnqPBfA3gBwAvZ18CBs9x45xtt8Uvyx6VHUDPPFUIrITwFpVXVCa9hyDzbMATgJwsKouLkUbtUD3xzedPuaIyCwAA0FXStdFcSCYRyIscRO2RORkAKPBrCIjAewL4HgAA0XkRgBfOn6S4VAAuwAcGsEX0zAMwzAMIyZEY9Hq0KHi+1Ee91y27HMccsgotG179r/7fvzxNvz660P4889X0LXrzQCA1aunYuzWRWhZIxMHnzoXzz7bAABw//334+CDD8Z7772HE044IZpbXgwu8Luo6lrvARFp5Pn3PqCb2J/gonqt59gQcKF8L4CrI91QRK4BUC+azjlMUtVJJTg/HjQF8Lpv3zwRGaKqv0TTgKpuEJGbwZTn80TkEwCbwDilowG8D+C/5dfl8DhCUBvPrr1EpCuADR43w+cBnAXgBABbHVdIANjsJs4TkSsAnKSqA53vj4HC+lIAzcE8EPkA3vbc6wkAr4vITAA/ggJ9TUTh0hlzYcuROGsBuBTAZwCuUNWVjhthDwAPAngJwO0i8mYojYTTzk8ADlTVbbHpvWEYhmEYRmgqs+tgEE2b9i8iaAHAPvtcjF9/fQjr1v30774//+Sac2iddliW3uDf/RkZGXjooYcwcOBAvPpqNKFGAIA8ALn+naqa5fl6KVhD6Wq/UKaqo0TkOgBnIgphC1w47xlt5xwmlfD8WPIqgO8AzAOwHUA7MMnFWQAmiEhXVf0nmoZU9SkR+QeMXfKO7tlg2v5YrsF7AvjW8/0JZ/s6mOACAC5ztpN8154P4DXn341QNHHH7qBg1RBMBDIFDE3619NOVd8VkcagAN8UwK8ABqmqP2lGMWIubDkxWTkA9gIwwRG0RFV3AZgmIqeAg2QYgO0iMlpVcwBARNoA6KWqbztm0FwEPIyGYRiGYRixpiSC1vz53MbSwlWaezZq1KPYvuXL9wAA7NpV6FW2fj2NJT3TG8KfyWDAgAFITk7GL79EZVAZDeBx0JLyDig0TA0IMXFTbg90wkr8pAFoLCINA+KNiqCqraLpWGkQkSUomSB3h6reX5Z7quo9vl2/ADhbRJIBnA4KXtEIoXAsWw8CeBp0mVsNWrYeAvCZiFytqs+Upb++vh8c5tgkMBN5uOvDHnfOuRssIeV+PyPKvj2HKNwG/cTLjTAVwE4UmmzFEbgKVDXLMf++B/4hfwHwq2M6vAXABSLSRFWfikO/DcMwDMMwilFSi9b333MbS2GrNPdMTa1bbN+UKVw+OqVQAQA5OXREapicCoD/H8OH81iNGjXQqFEjrF8fVuZx2tQnRCQLjOm/CrQ6qYhMBHCDqv7qnOqaz26O0GQtAJFvXHEsBBO5RUtW5FNKzUhQ2Aqbnc9FWL92GIAxqnqd59DPInISmETiQRF5xbzMQhMXYcupk/UagEdF5C1VHQsUpn1X1c0ichUYGPk8gH6quk1EPgKl6fHx6LdhGIZhGIafquY6WBpcoWx9fk6xY3l5ecjKykK9evWiFbjeAPCGiNQDcACY7OACAF+LSAfHUuWGmewWbWK1UFRkzJYbF5QguIJczSjPP9bZfus/oKo7RORH8G+zD5hF0AggntkIR4O+o/eLSJaqTvPU0FIAi0H/0DtFpK+q/qCq40TkWzfAzTAMwzAMI16YkFVIw4bdkJX1M2ZmFxempkyZgvz8fHTt2hXffBN98jonBfc4AOOc7G8XgFaZT8BCtD1AYeyTMnb/GlStmK1Q9Ha20WboS3O2jUMcd/fvKnWPSoCIDABwI/h3bwYmufjYd85lYNxWK2fXXAD3+mpplabdiOeEIm51tpzCwxeAOeofEJHezn4VkRQnTustAJko/A+DCVqGYRiGYcSTSy4xQctP+/bnAQBGbPn731iuSy4BsrOzceuttwIAzj///IjtiMghIeqt7uZsdzjb58FEGk+JyN4B7WSKSJ9o+q6qrVRVSvC5O5p244GI7CMimQH7OwF4wPk6OuB4a+faFM/uKc52qIi08J1/FIB+ANaAiThiQU0wMcflYc5ZDoYd9QATakwE8ImI7FvGdqM5J5C41tlS1dkicjyY/v1JEblLVccrq4oDrJWwERXrv2oYhmEYhhEWE67C07TpgRhSey+M2roY77+/L/ba6xQkJaWgSZNPsGXLQpx88sk466yzMGTIkEhNjQGwTUSmA1gCJkToD6AXmHL7WwBQ1XkicgmA4QDmi8g4AAtAJf2eAA4CMBWswFypEZGLUBhn5aY+P1FEWjn/nqKqLzn/PgPAdSIyGUxlvgNAewBHgev+1xEgbIH1svYEE9gtcfZ9AAorh4L/x2PABBkdQBdDBbOK/xu8V8K+lgjHOvWFc59Q53zq23W7Y+3qA1q5SttuxHNCEVdhCwBUdYaIHAFasd4XkWHgH7wJmNZzG0L85xiGYRiGYZQ3JliVjhvr74t9UuvimeR0/PnnK1DNR7167fH000/j8ssvj3aRegsoIHUHazllg4v/mwC8oKp57omq+oqI/ALgelC4OgYs4LscDEUZVY4/L54cCBZ09tLF+bi4Asy3oHDV3bmuJlg0eDyAl1X1w2hvqqr5jgXrSlCIGwwgHUw4MgbAY6r6Qxn6WqE42RdPBf8P/P2MGXEXtgBAVWeKyNEA7gQLid0DPiybABynqivj2D3DMAzDMKoQJkxFpnnzgzF0qIY5Q3HcccX3HldzdywbVNS4MHcu8J//FGYnBABVXYKANN6q+iKAF6Ptp1OgN6K5rDKjquehsI5UpHO/A9Pll/QerULszwFT8T8eZTvnIcq+VhQi0hkUrtJBo81JqhorV8fi/WEuisTAkUA7gO6DWQDmqOqqOPdpHWiGjYZGiJ/LY3W9d7zvH+nee6pqqMDSko6vkhLvv4sX60swZe1LyPElIlsB/FmGtstCIj+TVfHeFXHfcGOrIuetIKrS/6vdN8J70aheOB5tkdL3d1DVP3zXKUIkqRCRVAAtAdQFcAqAiwAcFI3AFa7dkpzjJSEsWy6Oz+cc55MQlGRCEJGZqtqzIvtj906s+5f13hX5won338WL9SWYCu7Ln5X1ubB7J/Z9Y71Qri7/r9X1vka153EAr0U4Z1FJGnSscQucr7NEpBdYxDkuNu2EErYMwzAMwzAMw6geODXSylQnLQqSUJjGPuaYsGUYhmEYhmEYRkIjIrVQmOEQAPYSka4ANqjqMuech8CsgcsA1AZr+h4M4EhPO1eAboADS9BuxHNCYcJW+TLC7l3t7h/v3x6OROqb9SWYiuxLdX0uquO9E2lMVwTV7f+1ut3XMKKlJ5zU/w5PONvXUZiUYzcAb4CFhzcD+A3Akao63nNdIwCtS9huNOcEklAJMgzDMAzDMAzDMKoKSfHugGEYhmEYhmEYRlXEhC3DMAzDMAzDMIwKwGK2ItCoUSNt1apVvLtBFjhZLNu0CX+ekTDMmjUrK1ya5IQaX4mMjf1Awo0vG1tVlBg9Cza2jFIRxfgs69iaNYvbHj1K1cNKSXX6zWX5rZHWXPHChK0ItGrVCjNnzox3N4hbqv3TT8OfZyQMIhK28GdCja9ExsZ+IOHGl42tKkqMngUbW0apiGJ8lnVsiXBbnYZgdfrNZfmtkdZc8cLcCA3DMAzDMAzDMCoAs2wlKKrA0qXAr79yu349cOZ8ICkJ+PJpYM89gX33BfbeG0hOjndvDaN8KSgAtm0Ddu7kmK+bCwiADWv4LKxbB2zYwPPq1QPatQP22CPevTYMw0hM8vM5p+bkcE5NSQFSU7kFuObIy6NVISWF5xiGUT6YsJVAqAI//wy8/jrw4YfAypVFj/cWoECBa64p3JeWBrRuDfTtC3TsSOGrWTOgYUOgQQMuRG3SNBKNggK69s+fDyxaBCxfzs8ffwBr1gBZWVwcuIx1tsc3Dd1my5bABRcAl18ONGpUod03jH9Zt47uLosWARs3Arm5QHo60KQJsNdeQPv2QNOmnIfz84EVK4C//gKWLKHiAAAyM4HGjTlu69Thudu38zlYuZLXrF9P5cP1vwKpKcDnjwCtWhV+GjcudL8xqi95eZxXf/0V+OUXYMoUKmyzsjjvRktGBtcQTZsCPXsC3boBBx7IdYaNM8MoGSZsJQCqwJgxwB13APPmUdvUpw8wZAgntt135wu47fUAFBh/F1/ACxdywfr33xTOXn65eNvJyUDz5kDXrpwwe/fmp169GP9Io9qzZQvH6euvU6mwdWvhsbQ0YLfd+OnZkwvHunW5XxXY+0MACtx8Gp+FevV4PDkZ2LyZz8H33wN33w08/DBw++3ATTcVam0NozxZvhwYNQp45RXOv5FITeVY3rmTi+GSUqMGx3t6OnBOFpCXC9x8c9FzMjOZk+Dkk4Fzz6X3g1E9+O034L33GCb155/Arl3c7ypj99+fwn/t2pwTXStWbm7heBQp9JLJyaGwv349sGoV8PbbwPDhPNa8OXD++cBllwEtWsT+txpGZcSErTgzeTJw6aXURLVsyQXioEFcUAKF1q6ffgIumMeJ8Y47uBht1w44+mhqTkWATZsohK1fz4Xt5s10tVq+HPj9d+Czz9geQAvYoEG8/ogjbFFqVBxLlwKPPkplQHY2NaWHHUY32DZtqEyoWze8trTFdADKMbtqFcf1qlVcPLRuTQHtjDOogBg+HPjvf7kQfvFF4PDDY/ZTjSrMn39yMfv227QYqAJdutCS2qUL5+969bhg3bWL8/Dy5Rz/q1ZxYZuWxsXqnntyoVqvHsf9jh2cvzdupECWn0/Bql49zvVeD4XW13I76T62u3Ilt8uW0TJ8113AvfcC114L3HknnxGj6qEKjBsH3Hor3+/JyZxTTz2Va4J27TjOajirvIICYO1ajjGAwnnDhkCtWtHda8UK4McfgUmTgAcfBB57DLj6aiq4MjIq6lcGUx2SRPhxf/MllxQKvlWVqvj3NWErTqgCw4YBt91GjdPdd3MhWcPzF1m6FLjqKk5yIsApNYCkZL5Uf/+9MNlPnTrAMcfQxN+1K61hQWzbRsvZb78Bs2cDr74K/O9/fJnfcQcwdCgXA4ZRHuTmAo88Atx3HxePRx0FDB4MdOpUXLDKy+OY/v13Wql++63QClBQALyznS60xx1S/D4iQNu2FOhat+Y9J08GHn+cioQDD+TLKdRzYRihyM0F3nqL1tL587mvXTvg4oupqNp996Lnb91KRUDNmhSqWrSgJ4GXrCymNp46lS6zSUlA/focu5060V3L7/qdlUXBbds2oNEmICOT92jblh8vq1YBL73E8f/ee8Dnn7Ndo+owdy6tSz/9xHF2ww3AkUdyHHnJz6cb4dixwLRpVHb5SU3lGmLvvQs9BurUoSDWsiXHe4MGHOu77845fPlyYMQIzrU//EABLJbhCtUh/bmfHj0oaAGF26oqdFXFv68JW3Hi/vupdRw0iFr49PSix6dO5QRaowbdCXv1AvZ5icfuuoLbTZu4AJg6lS/Vt9/mhNewIdC9OydP9+WdmkoN1v778wNwITFtGjB6NIW6Rx4B3n0XOOCAmP03GFWU9euBQw+l0HTYYYwzbBoQb7ViBfDaa9TQuq4vtWvzpb/nnhy3IkC9Pzm2TzmYL37XxXD7di48vvsOOO004OmnaeUaMICL3Pfe48KzUydaIJ5+2mIYjcioAh99xHG7fDnn0uuvBw45JHgcz53L41lZhfsyMihsDRrEfy9bBkycyBgvgJYI14Nh2zbOxwDHfOPGtPouWkThbfv2wnb3drZnHwoceywtul53rmbNqDw75hhaPXr25DMwZEh5/e8Y8WLXLq4bHn+clqmbbqLwUyNgJTdtGq2cGzfy3B49GNtXty6P79xJ75eNG/lZvpwusdnZ/LheMADH/M03A/378/vuu9N6uu++VHI9+STHv1FxuAKWf19VFbiqGiZsxYEVK6jtP/xwTlj+xd+cOZy4GjakK4hfW+VSrx4TY/Tty8nx779pFVi+HJgxA/jqK56XkUHXggsuKOoykJICHHQQF6bTp9PSNmAAtbjXXWdBsEbp2LiRY3LZMuChh4Ld+LKzgZEjGfcCUAGw337Uoga5tbR4jtugtvbZh+P4iSf43IwZQ4EsLQ34v/9j2Zfhw4HnnuN9R4ywsW0Eo0orwO23U4Dae2+Oq/79Q4+Zn38GrriC8+yJJ3K+3rGD8/C8eRx3AOfb5s2Bk07imN1jj8IYmYICCmGLFtGjYeFCXpuWxudijz3oAVGzJrD3uxzHbZpSOfbOO7zvVVcVdRns3p2KtNtv53Mwfz7fO6ZsqJz8+Sdw/PFMrnLCCcCVVwbHXm/YwDH75ZdcQ1x8MT1eggSyUBQU0Eq7ejXH4pQpXIvsuy/n7dRUnnfaabzPq6/GVtgaOpTbESNid894cskl9NYAuEbzHytvgcsr2MVDmKuKf18TtuLAhx9Si3n55cHuIpdfzgXnDTcUaj4BIL8A2LSRCQaSkugWtd9+fImnpwOdO/PjsmMHha8JE4A332TM1ogR1G55EeHiePRo4J57eN/sbL6kDaOknHUWsHgx8NRTTPTiZ+VKLgDWrOFxd4FaFho14nNz//2M1brhhsJj9epRA1yzJjX8gwfTpdEwvCxYAJxzDt2iWrSgx8Gxx4ZfpKoCt9zCsXXLLcGL3x076M6VmVm0TIcqLQsAr2/ShJ++fcP3s1Ytfi69lIqNr78GPv6YLrhvv11UKGzUCHj2WSrQHnyQ1ozHHzdlQ2Vj8WKgXz+OoyeeKL7gdvnrL46L7ds5dgcNKl08dlISLWB16zL+64gjgC++4Bri5ZeZHAPgOOrala62qrEbVyNHcpsoi3G/1ak8BRS37T/+4Dbob1+eApf/twRZ1FwqShBLtL9veWDCVhxYuZIvcH8mH1VOlDk51BJ5Ba2//waaz+M5M50UrlOmUPN5443BNYYyMymM7bcfFxLPP09XkrffDj6/Vi2+lO+6iwuNTp2oQTOMaJk2jZrOCy8MFrSmTy/UgF5xRVHlQLRs387nYeNGLkBcLWuLFnSZGjOGbXtdc0X40hgzhsoKE7YML7/9RrfT5GQK6qecEp0lYOlSWhLOPDN0htfMzKLfd+yg18E33xS6DiYl0RJ1+OHFlWHhqF8fOP10WjDef58ZOf2LsdRUzucZGXT3cmN8jMpBXh4wcCDHyksv0doaxIwZdHtNT6fg37Jl6DY3bqQlNTmZgn6DBoXzaBA1atBDYO1aun2fcgpdXQGuG/Lz2b9wbVQmIgkv4QQQ7/FIwkhQO6UVYMpD4Ir0u0Kdb66MkTFhKw6E0v589x1rr5x1VlFB7M8/aSU4RIDGuwHnnUBha8UKvrAfeoguBR06hL5nmzZMxnHffZyQP/gguB9JSfQJnz+fQtzxx5sW1Iie4cP58j7//OLHJkzgGGzUiC5P7svay+LF1KAuWMAX/IEHFgbLqtKV4t13C9MVr1hRNBalb19mzPrpp8L4ApeUFMaRffopYx8sGYzh8p//cKH41lvBMVmhWLyY21ALYD/z51PplZtLoap5c86569ezLtLMmVz4XnMNrVzRcvDBnNPnzAnWfIvQNXzNGnosHH88XXaNxOfDDznOHn449DibOZNzaoMGFKRDCf6bN9PCuWlT8WPp6VSQDRzIEhxBDBzI+XX2bMbiAoWxXVXFPdWfhKKsbYUSREK1X5b7lkXgitd9qwtV5PGoXGRkFGZZ8/L885wkDzywcF92Nn3+09IY+OwuEJOSaJ069VTue+aZwmxZoWjcmC5bS5dSgAtFSgoFvr//psbXMKIhL49JBQ49tHjCl7lzKWg1b85tkKD1119M0jJvHjX1+fnMpHbvvVxEzp1LV9fMTGpZ99iDljIvbdty0fzdd8F9POQQWhbGjg0+blQ/CgqYZOj440smaAGcR0WiK6L9++9M0JKSQlfWI46g90DHjlQMDBlCy+zmzcxOO2FC9EVoa9Tgc7FhQ+hzkpKY5KBGDS64jcrB++9T8D744ODj8+dT0KpfP7Qrq8uYMRxfPXowm+ZRR3FO7NmTSrLJkzn25s4Nvt5VAi9ZUrjPHaNVQdgqDwErUpuXXFIx9wl1v4q6JqgN/8coxCxbcWDXLr6gvZPTzp0Ugg47rKhf/1df0a3wxBOB5J+Lt1WzJotYfvghrV9u3axQdS969qRlYNo0BmmHws1IOGkSa8gYRiRmzWJWtSD3wf/+l4vB664LHpu5uYwtSUvjeHZdr3bupFY34xcAChzej1kKd+1iimv/2ExJoWvi11/TMuu3XvXuTYFv2DAqKgxDhJ9oLJ3z51OzX1DAz5tvUuj3uwr6WbGCZTbc+TroXqmpdCVs357W3fffZ/bC++4r+k4IhWrk8xo14jvi7bepxIumxpIRX6ZNYyhA0N82K4vxUxkZtGiF+3uuXs14xE6dglNrd+/OpBhjx3IuvuOO4qEOKSm8lzfrphsTlpNTXMlWmUg0Aais94vG0lTR/TI3w0JM2IoDf/3FSczrnrdoEV/erVsX7lOlm2D9+qHN+gAnv9NOo3Z23DguNI87jiZ/f3BsnTp84X75JbMThqJpUy5KJ09m4ULDiMT771Nr7g/w/+MP4J9/KNzUrBl87c8/82V91FFFF64ZGdT8N1rG73vtRQHsgw/4vBxxRPG2+ven4PfRR4yl8ZKczGflqafoatirV6l/rlFFEGEiALfYayjGjAEeeKDovj32AM4+O/x12dlMj52cTKWZV9DatYsuXRkZhTG6rkD2+++03L7xBnDeeZHduTMziy6CQ9GnD5+fefMKy4AYiYlbsNo/jwH0JLjoIo6hW26JnGTos884Brt1C31O7doce6NH09MmyAJas2bRceaO2w0buGYwEoNEsizFO7thImDCVozJy6MA5S90uXw5t173quxsTqRdu0ZuNzWV7gCdOtGFaswYWsXuvruwroZLp05MrrFtW3hNWM+ebMPiW4xIbNwIvPgiXV28iV0AjqGkpPBZ1j78kFpRf5HYIP76iwLXDTcEJxPYZx/GNjz1FBcWfgvuSSexr6++asKWQdLSKOyHYtEixszssQddtlJTOS/651Y/qnSD3bmT2eFcRcL27Yyz8bpzd+xIQahGDQpW++3HPk2fznjcIIuxl733ptUt0nztxoKtWhW+PSP+vPMOt0Hz1CuvcN1w0UWR582//qJyqUuX0F4vLunpPO/nnylANWhQ9PhuuxUdt+7x1atjJ2x17x6b+yQS0bgqVwaisbpVxb9vFfCyrVxMmsSFqd//2tUUef2t3WrvJUnd2rgxMwUNGsTr7723MJmAS+/e3DduXPi2DjuMiwK3XpdhhOLJJzlWLrqo+LGvvmJmrFBWrc2b+enYMbpkLGvXcrHbtm3wcREmPMjM5MLYzfjmUrMm3WTHjIl8L6Pqk5MTvKj0cvPNnIevvJLKhPT0yIJWXh7dDNevL3RfBRgzOHp08bjZefMK0zu7dO/O+735JpVj4TjgAAp1n30W/rz8fG6jcU004kd2NmNYu3cvPtctXcrMhPvuG1lhtH07XUbT06NfxLrJU2bNKn6sfn26G7o0bMjtmjXRtV0ezJoV3LfSkkhWoFAMHsxPVSBSTFd5/30TARO2Ysxrr9FU702CAVDYcoOcXVztpF9YioaWLelGuG0b8O23RY/ttRfdGF98MXzb++/PBcV775X8/kb1YdMm1n4ZOJBZL72oUrngdY/14yZh2Wuv6O5Xvz4XyNu3hz6ndm26Xm3YAHzySfHjrVtzcRDOmmFUD374gQJ5qDIEW7cyIcBBB0UWsFwWLqRr19SptK7utx/3qxYW8g7CnxAjKQk48kjO0x98EP6e++xDC8czz1DoCoUrtEX7W4z48PzznKPcAq9eXn6ZwvJ554VvQ5WugDk5Jau5VacOLWDffFP8WO3aVBi4Y9X1ZIjkhmsYfiqDkFtemLAVQ3JyWHwyKFvb8uWctLyaffec0i4I99qLbX7xRdH9IsAxxwBbtgC//BL6+ho1qC398svC9K6G4eeNNyj4BKV7B7iQDRc4/ccftFR5LQs7dzK98KRJXLh6x5/rOjhxYvh+7bsvBbOffip+LCWFbUab7c2outx3H62doSwE27ZxrLga/HCsXAnceistEtnZVED06lU4r4cTgoBgAah+fbqS//ADn4lQiDC2Z/v28IKZ6zERytJsxJ8tW1igvU8fuvN7UeW82KNHcZdtP1OnUpHbq1f4uO8g9tyTigb/uz8zk/OmfxxFsrwmKtVpwW/EjyolbIlIQxFJ2FfIzJl8EfbrV3S/Kk2m/viTpCR+QlmfCgrofrVjR2hhqEMH3nPz5qL7O3Vi2zNmhO9zhw50g4km8Nqonrz8MrXqQdktRShIuS/mIObMoUbeXZDm59NtasYMxhp88w2w7J9C96dGjfgZNy78uBThQsA/9gGO6czMyp09yyg7s2ZRaD/jjNDxq7vtRi+DiRPDj+PZsym4bdnCBfKQIcUtun6XVi/NmoUuRNujB8fyyJHhFQRt2vA9MnJkaCWd+5yZoiFxefttegxcemnxYzt28NOsWfg2tm9nO3Xrli6jcMOGXHv4a3K5hYt37Sr6PZIioTxxM4hWJ0aM4KeqESTsVsW/b5URtkTkJAAjAJybqALXvHnc+otJLl3KF7R/sZqTwxdiULCzKn22332XbikjRzJ7lR83qHLFiqL709L48l6/Pnyf3QVIOJcto/qSm0vLlF/76qVWreAimgDH965ddE1xCVUDbvmKwgXk4YdzMn7kkfBW1+3bg7N0LVgQfSFao+py4YUcH//3f6HPSU5m7Ovq1cBjjwULXP/8w9TumZkU3Lp3D3bZqlOH8bpBiV1WrSpav8jfh4ED+bxlRZizjz+ei3G/+7iLaz2LNPcb8ePHHxm/ve++xY9lZnJsRXLbmzCBwtJhh5Vu4epazfzjxI31c5XAfuHLMIziVAlhS0SGABgN/p6Fqrrd2Z9QsrE7OfoDsd0CrP6YAffFG7RYDApG/eGHQoHOxZuW1U9+Pl0Fw+H2OVJaWaN6kpVFAShcNqy0tNAvYlV+vAvTtWtDt+UqFGrXpovN5s3hXau2by9eQFmVBbvdWnJG9WT2bH7OPz9yvamBA+nW9c8/LCng58cfuaAdPDh8zS0RKtuOOIIlCPyMH8+6SkEKhKZNuQBfuya8gqFDByrSJk0KPu4m6li4MHQbRnzJzOSc6VrzvYhwvv3559DWyfx8jqUGDSK7v4Zyp3YVYNEKW7G0bJUX5kKYGFSHv0OlF7ZEpDuAR0Cr1k2q+m/uPFW+kkoqdInIUBGZKSIz161bV259dScp/8Q2dixdVfxC2O+/c2INchcYOzb4HlOmFH0Ruy9+vxasoICTY7hq8wDduBo3tmDq8qSixlc82LGD23DueOEWhu6T6T0nXNIWb4aiDh0YxB0q4UB+PgVBf1zDhg20JHfqFPo+lZWqNLYqmunTue3fP7rzjzySMVHffUcrl7+t2rVL5pbqzzzoMmcOhbeg56ZvX6BAgc1bQreblETF3bRpwccbN6ZwOWdO9H0FbGzFkkMPLawnGMRFF3EOmz8/+PiCBbSChss+qMr3+8iR9JIZMaKoYOUqIPyu2q5izFWgJSdzn/suMAyjOJVe2AKwD4BtAN5Q1b8BQETOFZFbROQaEeniCl3RoqojVLWnqvZs7FeLl4GmTbn1vqdU+eL2uxC6QbD16xd3I/S7BPrxapjcidAvbLlxXuHSHasyzuzww8PfzygZFTW+4oH74g0nIG3fXtRN0EtSEgUu7/WR/kvcc5OSmOVt69Zga1io2BTXKhwqPqYyU5XGVkXj/v1LkrL63HM57iZPLrq/oKBkCqkdOwqzrkcKuQAAnOBJREFUcAbhWt38tGgBJElwHKKXZs343AUlLXCta99/H31/ARtbseTEExnb/eyzwRbIQw6hIvXLL4Ovnzev0AIWCjcBkZcPPywUuGrU4NrD/3y4dbq8Yys9vfIJW9XBmlKZqOp/j6oibGWr6s8AICKfAngZwO0AngAwS0SuFpEwzh2xwU2LvWxZ4T63cLHf1L98ObXyftfC/ALg889Ldt/0dGDu3KL73NiXcAUOFy3ixDtwYMnuZ1QfXE1+ODfBHTtCC1uuG2GSZyYKimfx4q0PtOee3P71V/Hz3AQz/kQB7mIiUoC5UbXp25cLyilTor+mUSN6IfgXoElJtDRESzhBy+XHH4sr1pKSgIxM3itcggvXYyHIfRxgvOLSpVF11YgDIhR8atYEbrut+PyamgqccAIFsaAYwilTOOe6Ln5+1q/n+Ari118L/52RUXzt4HrLeAX+1NTKVUajqi/sjcSjKghbWwHUAwARuQvAAQCGAGgD4GgA74JC13+cc+IWx+VarxYvLtwXyg3Lfck2aVJ0fzQvdH8c1m67FZ+Q/X7XQbiTrL8mmGG4uMJ6qBdtQQHd+YKSvACFgo83ziWShcD7BNetyxd9qALdKSnFFyquFcy1NBvVk3r1WGx44sSSlbZITi6eVXDvvcNnGvSyeXN0whZAxZq3gCwAZKSzv+E8HFzX2VDxj82asd3Kmq67OtCkCWthLlwYXL5iwADOrX//XXT/zp38u4Yq+p6TQ0EuFF5L2h57FK2pBQQnzqhRI/rxH29M0EpcqvLfpioIW58ASBORuwHsB+ANAO+r6hpV/RLAbQBeBzBMRPqU1KWwPKlThxasf/4p3BcqjisoMBaITtjyi5O1a3PB6b2H648dLiPVihXsn2VtM0LhClGhLFvJydTGh3oRu1pUN2jf5Zhjgs8/5JCi30WoxNiwIbRrlf+JX76cQliLFsHnG9WHc87hPBetlUeVY83N8upSs2b0xefffbdkfXz77aLfU51nzush4ce12i5YEHzcVWhYSY/EZtAgboPi+9xMhf5x4Cpzg5RJqsBrr0V//wYNuG7whj64VlOvIB9rYWv4cH5KwiWXVO7FfP/+0ceXVnZK8/dNdKqCsLUWwBQAZwA4DMAWVc0XkTQAUNWlAF4BkAsgxBIudjRoUDQNdqjCxXvtxW2k+Kwg/AvfWrU4yXrvm5zMvoQK0gZoDUtLi5yx0Ki+pKRwLIVL+5uZGaxBLygAPv2UygBvopZdu0Jr/vfYo/i+Dh04vv1xNKrBBZWXLmU7XndEo3riKpIipdF2WbSIlgO/AiotLbSCzEtJ4sO8eOfuGs64DZe1s149fj7+OPi467Yerg0j/rhWpiDBKTOTClx/shbXdTSo4HGQu3U43CzEq1YV7ktJoUeDV1BPTo5e2VAeDB3KTzRUdiHLpUMHfqo6l1xSsr9vZaFSC1siIqq6CcCdAOoAqA2gBwCo6i4RSXf+PQXARgBNQjQVM9LTi7r0paVRO+9382vWjNrScOldQ+EPVHWtWP4FxT77MAFGKFtfUlJ0Cwij+iLC8RXOHSktLTh4ev58jvtevQqtscuWAa+/XtT66yUo21vdulxY+IO9c3P57PjTeq9dWz1eWkZk3Lk1WufymTO59Sc0ilbYCjWuI+G12opwbg5Vu849p0cPWjmCLL6ue3qoul5G/MnPZ9bB9HS6uwZRvz4t9V5cxW1QnTe3zEw4vGPbtYD6k09mZvoUADUSM2arKghZRtWgUgtbqqoikqyqcwEMAgWqo0Xkf87xbAAQkQMBCIC/QzYWI/LyimrURYKDS0Xo4rJzJ7WpJcG/sHVdvfz7W7Vi+6G0ra77YWWsn2HEjkjClmrwYnbqVC4IXCvunDmhs2sBQM0wKW5atixeeNvtk7+8wY4dVGQYhmvZiVQCw2XmTC5A/W6E7hwbSbtfUsWZi792l0jkQvN9+nDBHpR1sGVLthHOs8GILzffzFIXN90UOkNr9+7FlaihQhOiLTrsTaqRmspx4o8bTE0tup5ITY1tUeMRI/gJR1UTtObPD53qv6oxYEDkv29lo1ILW45lKx8AVPU3AIcAmAvgUhGZICKniMg1AO4GkAwgoBxlbNmxo/iLMyjgGmBa67S0otmBosGvYXUnXb87oJv2PVwQNVA0oYdh+ElJCa3VzM+nZt1fYiA/n+O6dWuO/7VrQ9cFcgnnzrptW3Grlxvf6C/IHcqt0ah+uHNfpMKvABeTU6cCXboUP+ZeHymm1h+bGC3+/qWkRLZK7b47n5mguK30dLqmldStzIgNo0YBjz/OwtfHHRf6vGbNqAz1zr+uIsnvLRNk6QrCOze6SjK/sqygoKjSONap3yO5BlY1QQug0qSk5RoqK99/X/X+hpVW2HIELbdo8Q0i0s8RuI4D8DCAPQG8B+AuAPUBDFTVgIoVsWXnzuLp1pOSgjWeSUksvFpSy5I/FsV1I/EveF2hL5SG1A3ADWdtMIwgBYLL339TsPLHWq1ezf3u4jNUbImXUMJWQQFdafyL4FCWrQYNgmvXGNWP1auplfe7mvopKAAeeYSL2p49ix936xlFioEqjbB13HFFSyMAnOODUn57ycnhMxYq/fduuxWNxTESg6ws4PLLga5dgeuuC+/i6rr5eQUd1+rqdzP1j6FQeD1pcnLomeBfs+zaVXTOz8gofTyiYVQHKqWw5RO0bgPwCIADRSRVVZeAAlZXAIcC6APgSFX9PU7dLcLOncUXpqHcrABOfCVNVh+URr5GDb5cvfgrwftp2ZIC1xNPRH6xG9WTrVu5OAhVs2r6dG79MS5u4hc321U0hEposWED3bc6dSq6312A+FPJN21qiQEMsmIFF6fh5tgtW4CzzgI++QQ46iigffvi5zRrRi+EOXPC3y8pCTjyyJL1MahsQmoKvSHCJfaYO5fvlh49go9nZtoCOREZPpxj7tZbIyencgUo7xzaogXHsz9xBgCcckp0fXAttO4c6ldYbd9eVHlbs2Zkt9ZYUdUsIkbVoNIJWz5B678A7geFq9dU1TWm56rqdlWdpKp/qmrCJLjNzi4uDOXlBU+qW7fSKuXGtESLV5hzY7769y++oHA1nuEEqcsv54LkwQdL1gejejB5Ml/0XbsGHx87lkK+X+BxhZ06daJ3Pwm1IHYtWP64Btc1179YrVePi4n4FYEwEoVffy20SgWxbRtw8smcQ08/nYVkgxAB+vWj8BMpBbZbiDtaguKqXEvD7Nmhr5swgc9XkCUOoNUiWtcyI3a88grQrRtdrCPheq14Y1BTUjjH/f138TmuQQPGeUXCVYa57one9vPyOMa9c3qdOiUr6l1RmKBlJCqVStgKELTudT4vquq/Orp41tIKR24uP37LVm5usPZy7FguZDt2LNl9vG4jf/3FCfegg4qf5wp44RYH++8PHH008MADxVNrG8bnn1N5sN9+xY/t2sWXdlCMS1YWx2mNGtFbbkNZwNxx7LfQuuf7LWIpKXSvKm2yAqNqkJ9PISrcova99yhAXXUVcOih4cdq586ca6NxzTvjjOj7OWdOcZewGk767c8/D33d+vUUAENZhHfsKH0MmVExrFnDMTlgQPTnp6cXXz+ccALnwyDrVijFmL/dklC3rimwDCMclUbYCiNoPa+q68JenCC4mh+vlignh4s+/2S5ahWFm333LR7gHwmvb/b8+YxHCHLzcifGSIvdm2/m9ZddVrJ+GFWfceOYuj0oJfv8+VzQtmlT/NjmzYVj3h8PEIrcEJneXBeXlSuL7g81vl0hK9oYBqNqsm0brfr+zIJexo6lQBJNqYA2bTim/Km4gwiqgRQOvwVLQLfZLVtCWxSSk4E//wzd5o4dkWPVjNgybx63Qa6qQaxbx6zBfrp351gMymQcTd1MN3GKq7j1ugjWqEGFlVcBUK8e5/pw5QgqGrNqVT2q0t+0Uiw3qoKgBVDTCBSdHN0Xpd/a9dVXfFn6/e0zAha1ftzFpCoXFKFqdLj3jpT2uGZN4Mwz+SJwXwaGkZvLukFt2wYfd7OgtWxZ/Njy5YULvWiFnlAv8po1+fJfurToftcFxq/IcN2nShoLaVQt6talW9XPP4c+p3nz6LX1qalsc8GCyNdEcjX0EyQ0uVapoGyDAFO/L14cOpusiFl3Ew3XpT9IeRXEjh3BXjFpaRyLof72QZ4IQbhztLt2cWnUCPjhh8Lv7hoiK2ECNgwjsagUwpZH0LoPjM+qdIIWUKjxdAtKAoXV3r0CWG4u8OOPdG/xT7qhXEKCyMvjyzSUMOVOjNG4krhxDYngl20kBsnJ4QWW1aspSAWNv9atiwpPoRQCfpYtK75PhNYxfw2SrVt5f7/2Pi2Nz5gV7Dauvprp3CdMCD7epQu9DKJdRB57LBfMkc4vaTmNdu2K73M9JELFPB5yCN8f114bLPw1ahTe8mXEHtcL4O8oK4KGymQMMFZv587gv32QAiyIGjU4htwYLpf27elJ4NaVc0sTBLktVgSqRX9XVbKAhGLoUH6qA1Xxt1YKYQsARKQbgOsAPIZKKGgBhYHO3oBsd3LyugouW8aFYFAgdTQuAO45kdylXG1VNMKWqz0NlXXOqH4kJXHshFqwbd3KF3XQ+GvRggsBt6xBNMHgAMsQ+F/8ALW4/oKymzZR0PLf383KaQtN49ZbGRN7xx3BdatOOIHjZ9y46NpzhSJXiRaKoDEcjn79iu9zrWOhklzUqcPsc8uXA59+Wvx4mzZ0F7Oi9YlDmzacG7/4Irrzk5JCW1Fr1+axoELbkd7j3vl4993pxupVTrVrx/HnZt90kxNF40JrGNWRSiNsgcWKBwB4vDIKWgDwyy9cFHotW+4L3rvP1d77U7UD0bk+ucKWawULmmwBvmSTkyO7LOTlAWPGUMtb0kxaRtXmtNOAGTOCXfxEQi8E3CBtV8NfktiRzz8vrvktKCj+bGzZUjQ+0sW1on32WfT3NKomKSnAxIl0AXz99eLHmzYFzj6b1q9okgb8809hu+GIZLkYNAg4//xCDW9Qe24muqD3hMsBB3Cx/OijVH546dePSRS+/jp8X4zYIQLceCOzZPot9UEsWxZaAesqmYLmYJHwSVq87/m99+Ya4HdP8Zx99mEbM2bwuyu8+V25Y0F1sGoZlZ9KI2ypao6qzkqkNO4lZfJkBlp7F4ULFlAD5V0UrllDISioUGxeObo+ZWRQWxWphtYnn1ATe//95Xdvo2pwzjl8EQdpYuvXp0Af5K63++4c37/9Vrjv8MOjv++330bnshKknGjWjMLes89azIpBRddxxzEGJWhhetZZRReWoVizhmm7MzOLF/H2M2hQ8P4TT6Rw1bJlZIHNdR8Ml0ApKQk491w+h2PGFD3WqxeVf++9F/4+Rmw55xy+/7/5Jvx5qvROCaUAdWNWQwljdeoARxwRfMxbbqZlS7pejx5duK9mTQr5rqCemcmxFOTmXRH06BG6flxV5aOP+KkOeH9rVRGmK42wVdlRpdbH7y7188/F6wNt2MDJLWihWBBB2PKmiXctWqFe2q42Klwhztxcanw7dQKOOSb8vY3qx3770aXk22+LH3PdZYOEIhG+6L3Z1KKNI3Dxjls3nbuX+vULCx77GTyYLi/eIG+j+tKiReh41MaNaeGaOzf09evWAffey38fe2xkQallS+Ckkziv9u1LK8PQoeGtVH5cy0UkZVnLlhQox44tur9GDcb1TJkS/T2Niqd+fVqTFi4Mf96yZRSiQwlba9dyHIZLQNSqVXHB/7jjisaGJyVRsNmypWh2wzZtisYmNmjA5yAW/PwzP1VlIR4NWVnVJwFJVfytJmzFiG3b6LLhrboO0P3KrwVdvDhMhsASZFBzX8JBrlQArWw1ajDzYSimTmUg7IMPWvY2I5jjj6eFyi/UdOrEbVD6YaDQnc89XpLkL/52MzOpyfVaJrp04TMwaVLxawcM4P2ijY0wqjZTpnAeDjXHdehQ3A3Py2OPcTt4cOTsri6NG9PNr3PnkqeCByggigCPPFJYJDwUrVsHL4Rr1y50RzQSh5SUyBkrXa+AoGyw+fkURlq0iHyvli2Biy8GLriAAn9QPFf79pwvp00r3FevHlPCu0qulJTIgr9hVFdM2IoRmZl8MXqDkVUpgPndBQsKQi880wPSvHrxpmZ3a2OEcjNJT2d64E8/DZ1W29WuHXJI+Psa1Ze2bSlo+TVRLVsyFstNDOOnQQO6skabeSscboIM74K4c2dmyXrsseLugrVq8VhJExUYVY8NG4CZM4OTULjs2FG0WLyXVas4f3bvHr2gVR7Urk3rcHY2cOedtFyFipEsKCjuTqbK2KB99qnwrholZNWqyEksli2j1SnIGvrzz1Q+Rfu3FQmffCslhXOmt96bPwHX1q2xHf+GUZkwYStGJCdTy+R3DQhKIpCUFFrbGE0BWNdX2xW2wk2AhxzCRWoo65bbt2iyIBrVE7fOi9+yJcIF7B9/hF4E7rVX6AQukTjuuMJ/u6UTvFngkpJodcvKKqqRdcnLs3FtMBYlPz90zGBeHoUSbxyLF1dRVRIXwPJizz3pgti6NRPH+IsfuyxdSoWEl2++YYKmSy+t8G4aJWD1amDjxtDjzWXnTgpBQYrZDz7gvBwpdrAk+OfwzZvpNSNCgX/NGrolGoZRHBO2YsjBB/Nl6E5aIpwQ/al399mHFq8gonG1checkSxbAONqGjcG3n8/+LirXQtKi2wYQGFMVpArVOfOdKENZTldsqR02tBTTimq+XWtDv5nqVcvKij8Gdd27OBzYtk1qzeqwBNPcJyGsgL8+isXk65brJ9GjbiNV4xBzZqMvQKCCzTn5dHN8OCDi+578UXGBv3f/8Wkm0aUuFkII5XDqFmTilV/rGpBAefb9u3Lz/U/O5vzuDvOAM7dbn2thQt5XzfLrGGUJ1UhNs+ErRgycCAXeG7NKoATpj8wu2VLClvhilWGwxWydu3iZBvK/cWlbdvQga3uYtRqEhmhmDaNGtQgYat9e26D6q+sW8cx7o0rcM8PxQEHML7AH/voug/6FQvJyRTK/ItQdzzb4qB6M2cOF43HHht6Yfrtt7SAhhK2GjemZdWrSIslixcz02BycnASo5UruSD3CpNffsnf/dhjJY+VNCqWVau49ZaDCWLPPTne/CUJXIVTqFjt0jB3LoWp/v35PT+fArzreuu6ile3DIGGES0mbMWQQw/ldtaswn21ahUPbg63QAUia+PdF35BQfhMRC4pKaFTYLuL11CWCaN6s3kzF24HHBB83NXOBsVGzZzJrdddJlyB7caNuOANWhTPnk2lQpArV9Ci46+/uO3WLfT9jKqPmzwlXLzW9Olc+KaFiZc95RQucmMdA/jPP8D48RQGb7wxeIHuWty8743PPqNS78QTY9JNowS4YQCRlKR7782tK5y5pKcXjw8vCzt20LrbsGHh/LxmDa2jrgC/fDn7GytPgX32qX6xhtXpN1fF32rCVgxxU/B6iwPuu2/xLFd77MGJK5TrXmpq+IHoLgqSkqKrI7RpU3BNL6Co4GYYfr7+mouDUPEudepQ6x+0CP32Wyob3HgrILTrTP16ocfo2rUcw0cdFaxcWL68uMXsn3/YXjjhzqj6/P473VjDWRFycyPH9vXowXMipesuT3bupKCVmclssaFifNz4X7fEiCoz2Z18smWYTURc5ZDroRIKt7SG3301OZkClzd+tSx88QXHzNVXF+5z53M3E+KmTVTMxmo8DRjAT3WiOv3mqvhbTdiKMfvvXzT7WsOGnFS97icizBK4bFlwQVggvLnefammprLdSClkly5lJq0gXIuWG5dgGF6mTuWLPZSLFcBaXEGKA78LIUBh6YILiu479NDQqbFVGeifmhrsXrtmDYPNvbEGAF0Yd9vNFpvVnTVrOLeFGwc9elCgD6dwSkmh0LNyZfn3MRS//07rwo038hkMhbtod5+hHTuoIImU7c6ID26SiUhWUvdvHvR+79qVFq+yurWuWMHCySecUFQh4XrjuLURo/WiMYzqij0eMaZdO05g7iRYvz4FKn99is6dOYH5XQRcatZknIGffv0KJ2G3sKbrlhBEXh41n6GyCG3cyG08Mm0Zic/WrVzEhdP8t2gRnF1TNThepEYN1nu5+GLgwgtZPDMUK1eyD6eeGpypc9IkLgL8lredO0NbyozqQ40aka32/ftzvIQrapyfTyEmVgKMgokU6tePbJ3dvJnPhvuMus9cKEWeEV86dKDwHylOets2boPmvZYtKYSV1ZVw/nyOm4EDi+7PyqJXgnetEUmpW56sWxe7AsqJQnX6zVXxt1YZYUtEWolIbxE5VkT2i3d/QtG8ORNXuNpG14XKnwyjXTtuwxWrbN4cOPtsal47dmQl+H33LTzuamvDabd27ODxUBkLo0kfb1RfatdmgpdwC9ZatYoXHAb4Eg+VddNl0SJgxAhg6TJgZ0DBzAULuHjs27f4sW3bgO+/53Pht8yqmlXL4LznT1Dkp39/Kre+/DL0OVOmUHHlxtFUNHl5fHaCEmL42bChqKtuWhoXx64izUgsatVi7FMkYctNjBH0bnYF8LL+jZctozeOq7h12bSJ/XRJTQ2v1C1PLrmECWHGjInN/RKF6vSbq+JvrRLCloicBuBLAJMAjAXwk4iUunqIiAwVkZkiMnNdOYvX7gTlCleuVsq/6ExP5wTnaq9CUbMmha0DDyw06bu49winwXe1naEmynhk16rqVOT4ijWdOtEqG87lZcOGwqBtL6mp4bVXP/3EuC4XNzbLy9KltAL7FwMArVq5ucA55xQ/lpFRfgHkiURVGluxoEkTLkjDzXMpKUyAsXBhcIbY1auB995jHavyrGsUjlxnvnbjdsKxalVxJVyDBsWz2EXCxlbs6NWLWSbD4Xq9uOnXvbieKJEUCeHIyaFQ37Rp8WObNhX1hqlRo/T1Eg2jOlAuwpaINBaRB0Vkmoj8LSJ9nf0NReReEelYHvcJce9TALwCYBqAMwGcAgpd/xORE0vTpqqOUNWeqtqzsRsAVU64LhyuJcBNZhHk0pGUVDZXj8WLKYyF86XOyOBiItSL1/XzL69gW6Nix1escbMQejNsesnLAyZMCF6E7rln6PG9cCEzYPnx7isooJIiyHUrJ4f3bdMm2A0xPb24625VoCqNrViQl8c5OZKVs29fCmTesh0Ax9nDD/P6o46KnbU033l/RPI4cGsu+YWyunVLXhfMxlbsyMyM7Jbn/v2CvFLq1eNY9CffKg1B64eCgqKu47m5kbMnlgdVod6SUToq+9++zMKWiLQGMBuAm6tmbwAZAKCq6wGcBODKst4nxL3bA7gdwAcA7lHVj1X1IwB3AFgMYIhzXsJY8Pz+8q6wFeRO5Z/QSsK2bfTVd+tihEKELiahXryu+1WsUxoblYMOHZiQ5Ycfgo9PmMCxeNhhxY8VFAQvTteuZdKLIP76q2iGTNXglNxz5tBydc01we2YG6EBMFlRNPGoHTpw60+A8cEHtHYdfnjRJC75+aztNn4869CVt4uVq6wLitfxsmUL++KP68rICF3H0YgvBQWc//zJg/ysW8c5zOvO55KUxHmxLJatlBS2E6RoFSnqOr55c3A/DMMg5SGEPAogH0BHAMcD8C9hxgKIUIa31PQA0BnAx6q61N2pqj8C+BpAPxHJUNWESVzuan9crVWomK2cHJ7jdwFU5SIyknufW2QwkrAF8MUblMAAKFyIhErUYVRvRFirZ/r0YE3siBF0WercufixJUuKFyfeuRP4+OPw93Rda12LRFCK5Llzab3yZyF02bDB4hCrO/n5dFPdL4oI35o1OU+uX1+4b/Nm4Lvv6KLntRzl5ADvv886citXUvB35+Pywp3/g9xnvaxeza3fspWXF/laIz58/jnLVZxwQvjz1q3juAxVlHrvvcPHfEfCFeRmzCh+rEaNop4Ba9daEi3DCEd5CFuHAnjWEXaCRIAlAKLwLC8VmwA8qqofA4AQ9zctApDpfBIGd4HnmvddjaN/UnRfkl4Xga3bgGX/AG++CYwcSZeqIDesggK+4OvXjy5l+65doavNu5Y188c2QnHccRR4/K6EublcbHbvXtwVpaCAglXduoX7VDm2I+EuLkQ4bn/8sfg5GzZw/IeyDC9dyvTIRvVl5ky62IUqyO3HnwTArZfor3k4bRotChdfDDz9NMdpebusulbZSPOyW7zbX5ph8+bgWB8jvqgCN9xAt+sjjgh/rpsRMBS1a5c9Q+C++3Ju91t0MzOLrllWrIhOaWEY1ZXyELZqAAjnGdwQQEUlBZ0A4DmAgpYS14q1DHRnTKgKUW6wqdffunZtZl3zstSx07kvxCVLipvzf/wRePnl4gLXli1cFBx/fOT+uD79QUGwQGEsl2mtjFAceiiFKX+M1bZtXAwGCfxuBkOv61W0BWG9rlOtWhWOdy+pqeEXGhs3WkHj6s4vv3AbrdCdn1/UirB0KYV5r3V2xw66Jh56KK2qCxdyAR2qTlxpcZUI4dy7N22iG+/eexfNRgiYsJWo/PQTBeRzzokcQhDkGeClRo2yJ7hy411/+qno/h07ChVoeXlcz/gTdJU3lT1mx6jelIewNRtAoA5GRJIBnA4gQPdcNhzhKkdVVwCAarFpZQcoCNb0XLOviJxU3n0pCXvuya3rlifCTILz5xf1gV6xgi/2OnW4/+uvQ7fpTxHrulV5rQah2LCBk2Xr1sHH3QVJuCLKRvWmZk3GF/gLF7tKgKAAazeWwOsmu3x55HudeWbRWKuWLbmgmDev6HnNmnFs+7MXuqhanaHqjusS6BdEgsjN5QLTKzTNns3x6x2P//zDsXXggfQYeP55uuuVd0r4dCdO0Z2f/ajS+yE/H3jsseLHs7NDezMY8WPqVG6jcf+PlJQiP7/scakZGRzz339fdH9eXqFr6ubNHG+xVMiedBI/1Ynq9Jur4m8tD2HrIQDHi8hTAFyHikYiMgDA52BM1bCy3kREjhaRXu73AOHKPc+dXrJBi1qSs78jgCcBfCgicUul1KABY0m82f969+aL3KulXLeuMF22PwOWnylTin53LQk//xy5P+6CI5SW/6uvuFBo3z5yW0b1pXbt4rFTbkxIkKtTUGHVUAL9PvsAjRoCe+xefGHcvDk1uH6rWs+eVFJ8/nlwm61aFX9ujOqFO94mTox87qJFHE/epAW5ucUzwbnlBNaupbDjJs8o70xtycmc5ydODE6uNHUq3xvXXBNsccjMDB2na8QPdzyFUhJ5EQlvudq5s/QJtrw0bVp8jOXkFHoYuEri8rhXKPxWrcaN+alOVKffXBV/a5mFLVX9DMCFAM4FMNnZ/TaAbwH0AXCeqn4b4vKoEJETAHwGYJyIhAh5/7c/7vSzDUABgMYi0gbAYwD2B9BDVeNWJMTN/uetn9WtG7deV8IlSwrdPCZNityud9GalkZf6ylTWBgu3ITsz4roZelSLmIvvtgytxnhyc6mcsCLK2QFBXA3bswx5c2CWbs2cOyxQJ8+1OwOGQIMHQoMGBC6hEFSEheTs2YVHee77864h5Ejg+tp9e7Na7wJD4zqxSGHsBj8PffQ+hMursqNR/RaqGrUKF40dq+9OJe++CLjZvv2ja4WVmno3ZvPmD/5RnY28OGHHP+nnx58bbt24b0ljPhw+OEcP6+/HvncpKTwxeTz8srnvR0q9burTHMVYFYexjBCUy4p0VX1NTAJxskAbgZwG+g+2FJVR5WlbRHpDOA+AEvB2LDPRGT/KC7dBSAFQBcA9wIYAOAgVQ3heBFbvJNk8+bUfLpJMQBqTdPSond18qd4PeAApiv+8svi/tZeXI1rUPHkyY7oPGRIdH0wqieqtNT6NVGuIBPkrpSaSvcUv9W2eXMGWnfoEL4Yt5emTalp9T8Dp5/OcR1Uif6oo/hsRZOQw6iapKVxbrzySuCdd4DzziuMlfUzaxaTG3njnHr35pjzztt163LcDR4MnHpqcBbOIFTZzq+/MsHGDz/w3+GyyTVpEuz58PfftKjdckvoxfbBB1O553e/NeJLixbAddcBX3zBTJfhCFU6wyUlJbww5kc1OM41L6+4wJWcXGjtSk/ns+GPOy8vgmK1Jk8uXJ9UF6rTbw71Wytz3F651Z9S1e1OnatHVfVhVf1AVctQ5QEQkRQAgwB0AvAwaD1bA2BsFAJXNmjduhvAsQD6q+rssvSnPMjPpzbUG9gqwonRnbzcSc+fajgcfg2rGwuWmQm8917o69wF8j//FD82bx4XvxWlmTWqBsuX04Vwr72K7nczoYWqFzNoEBeFZS286bqz+BUGbdtSu//qq8WvadeOiREee6xkCxKjapGZCTzzDDBuHAWb228vfo4qkxHtu2/R/YMGcd4eO5b1tlwLano6XfxKUlpg7ly28+OPtIj9/jv//fHHLJ8QVKerRg1aFaZMKWrVdZUO4ZInHHYYF9AffBB9H43YcMcdtLjeeWd4d8KdO8PH3TVuzHNCZazcto3jbsoUjrGRIzlXTptW9Lyg2K/GjYtaVFu3Dk4RX1H88Uf5l1NIdKrTb66Kv7U8ihp3FZGzfPsOF5HvRGSGiFwd6tooyAewEMC9qvqiqn4P4BZEJ3BtBbDRaaNvoli0Fizg5NeqVeG+7GwuVl1/bTdTm9/dMBzLlhXfJ0JhKVxWtjp1uFgNigvbutUyVhmRmTOHWzdzlcvs2bQehMp06e4PqpNVEtwadUGJDrp1oyIiyEXs1FMZJ2nuVMZRR9FdetGi4m7X27Zx0dqsWdH9tWoBw4YxkHvjRuDdd4srvaJBtfgC189rrwUrBfbbj+Pfa1Xo0IGWh3BW24YNuWBevLjk/TUqlowMWlq3bwc+/TT4nOzsyO/njh05toIUqSNGAG+9xdg+v3VzzpyiFtXU1OIC2+678xx3bbH33sHPTlmpzJYMw/BSHpatRwCc4X4RkZYAxgBoBSAPwBMiMrQ0DTtp3D8Hk3C4fAngJvgELk99rf9v77zDpCjSP/59N8CSgwSVKElAQFFUTGBWzBGzcuY7T89wxtPTU89whjv1PPOpZzjOHBDFrKAiggpIkCRIzkvcBXa3fn98u35T09Pd0zM7Mz27U5/n6Wd2e3q6qntqquvNmhUA/gKgv1JqWjrtZwOdPapnz9i+iRP5qgUwPTm2bOmt0fRi1ixvK9jWrd4+1xoRZhHy0kqVlYUX9iyFi7Zg6Uybmi++oGXJb/zpJDG1TR6wfDktDF7Cln74ey1UDzqIC+Ygy6+lcFi1isoBL2EL8HZrbdqUFq6bbuLnPvgg9QVnWAHNne0ToIKjpAR4+unYvtatGfszejTw3//6n6+oqPZ1mCzZoX9/KqP03OpGK1f9FFkAk1qVlibWPwwTW2VmOG7enOPEXAt07UqL1+zZ/L9TJwqHmYzbsoKWpT6RCWFrVwBmYtCzwcQUA5VS+wF4BcCl6Z5cKbVFKbUFiNXSAvAh4gWuwbq+logMFJGezmeeV0plyZM4PSZM4APdtAKMGcN9ffrwf21latcuWFBy8/rriXErK1bEzutHjx7MfuhekHbvzkm9tm5elvrNggUUzM3MbGvWcPMrdFlZSRepJk3i3Z22baO2/fvv6UagrVZ+1NRwjA4a5B2/MH06tb9eC+UGDRh388EHSS/RUs9ZvJgudUOGJM65QVk1NZ07A2edxbny9ddTK2LsLhjrh5ew1aABrbdr1sRbqY4/nq6yDz6YuNgGuFBesSL7tZEs6aGFG7+4VW3JDKoVWFxMd9E1a+LHoxaQgpgxI/a3tuiaAphWDOvjtIXNjF9MlwULrKBlqX9kQthqAcDM7ncUgI+UUlrH8QmAHgmfSgOllPIQuFYAeFNE9hSRAwA8BuAfIuKRXy96Pv2UGiedJrWigoUn99wztu/LL6lNKi1NvRjmyJHxsV9btgT77gOcTKuqEifKffflQ/mll1Lrg6WwWLaMMSqmsKNdU9xxXJo33uAC4OCD+X9lJV2pnn0W+OgjWnu//BJ48cXgxejq1Ry7ffsmvrd1Kx/ch3tWASQ77mgzEhY6SrF+W1UVcOGFie/ruBivrJYmgwcDp5xCS9V//0sFVjLWr0/uQqjxS4bQrx+fFY8/HttXVARcdhkVINdem2jBWrGCc7vf79MSLe+/T2Fr3329358/P+aVEoRWtJpjcXLIyHU93tu149pkmuEf1Lo1x5iuF6rjZpMpxyyWQiUTwtZSAN0AQERag+nVzSiIZqClKyO4BK5PAFwFClyjADwD1vW6wbGIZdiDuHYoBcydS42jZuJEPggHOQntN23ipo9JJih5oV0PamrYZrKsblorZdb+AmiV6NsXuOsuWwDW4s+6dYkufHPn8rVTp8Tj58yhi2G/fhT0lywB/vOfWOyXm1Gj/MefXkR4FeVevJgL6KCC3Js2JaastxQOlZXAFVewaOtvf+s9XrVlK1kiFRG67/3pT1yIvvuuvyCvnwUjR4bvq18yhNJSJnspL49fVJeVAaefToHOnZFWuy4GuaFZokEpjqH27YH99vM+ZsUKjgc9Nv3QCbB0XGwqtdX02C0q4jxt1jIsKqI3jj5vKh44FkshkomfyNsALheRawA8DxYSfst4f1cAabvyGUWK//9/R+AqVkpVKaU+AfAigLYAtgMwWCk1Nd32ssnGjdzMQOspUzhRabdCnXq4fXu+phPP8s03fNV3LpmgpLVSbndBEeCccxhDFqbwp6Uw2bo1saDl4sUcV3psmTz+OB/Ue+5JTeioUcnbcLvHanQcgbu4LBCr4eW1gNZMm5aY2MNSv1m4ELjuOlp1WrQA/vlPCiVnnOF9vHbBClu0tVMnZpQToZXWTVUVM7998klq/W7Rwv89rWxwKyz69mW/x4+P3x+UVMYSLe+/z+/xggv8x9zmzeHWBvrzeg2gLVFhMOOvmjVLLGysVGyNod/LdPFuP9q04VZIFNI118drzUTN75tBQedmAOVgEePlACAizcHaW4+mc2LDggVHmPtKKTUeAJRS1c7+wwAMd9o+QCmVt5VD9IRnTqBr1nBBqjVUeoFoPli7d49ZClKhqIhtJdNm6QWrl8viAQdwYTx6NLW2FoubsrLEB/HGjd4Wo+XLKdTvvTfHvHsR6Mf6Dd4ClS6Y7GXD1jE2XgW7AS5ofv4ZeOihcH2w1A8OP5zxgPvuG9sGD/Y/XqffTkUwaduWCVg++ojzvjlO//3v9Pod1L62LLhdDbUrutulMWjOt0TLDTfQvfnYY/2PadGCbn6mwOOF/p71HBg2PhCIdwncti2+OH11NZUQep2iFbWplDuoDSedlJt28olCuub6eK21tmwppTYqpc5SSrVSSu2klHrVeHsjWOz4llTP6xK0bgJwH4AhIlJsHFMC4DgAewA4MJ8FLYAPy4YNE109tm2LLRa9NETpCFqaRo2S+2hPnsyHspeGv6yMwp62llksbtq3T3SXatzYO5Omdl/S7i1+Fquw6MWil8ZWL0D93L+eeYaLhd/8pnZ9sNQt5s0DzjyT9bWuvjpY0KoNJSWJi2G/7HJhCBKMpjq+HF4xWCKJv4FFi/hqE2TkF7Nm8bscPjzYRbBXLwpbySxVOjRAjx2vEi9+mON20aL4cARt9dJeOlohUd+sERZLpsiqp61SqkYptU4plVKCWZegdTOAOwHcCmYX/H+nOKVUFZjevbtSakoGu54ViotZj8LM9NOpExel2vrkXiAmC8r2wkwr37Ej/ar9otdWraIgNWwY0xh7sd126dWPsRQGPXpQ2DLdUHUqYLdVVWtYtWtWspiDZGh323kejsraguwl9C1bxjidK6+0rlSFRklJaoH8LVty4Rkm4YXJihVUVpnxLF98kdo5TLxitioqmEhm6lTgwAMTyy8AVOa53Xlnz+a8bhfH+YWex5LFag8ZwlevTJMmWqhu1So4m6YXeq4uL+c4O/TQ2HtaiNPCuvbQCSqybLEUMikLWyLyZxG5Rde1cv5PtoW2bHkIWrc72+PaPdFEKbVKKVVnSjMedRTjtPQCsF8/vmrrldYeaQuXKZiFxczM1ro1Tf5+leiff54LiaBUq1u2+LtiWSw6AYU5Vg84gK/uwPzOnbnY1XViunWrXdvNmlGJoRcVJkHuNdpSe9pptWvfUvc4/nhmgNUu28lo2pRKK/dYTsZPP2U2AYU5npVz/pdeokvk4Yf7j+UtWxIVCtOn+2e6s0THYYdReXX//cHP/rZtOZcmc8PWsbOlpeFrdmq08lVbY/fcM/aeFra0cF9enjsXQoBFmZ98Mnft5QOFdM318VrTsWzd5mwlrv+TbUkJELQeVUqlqFfMT/baK1ZLCGAa+OLi2P/6oag1/7rgcVh6945p+4HglKzz5nEiveCC+M+4qagIft9S2OhMmmZwfrduXKCOGROvUS0u5kN77lzuD5t6uixA2K+p8VYG6BhJM9ZAo90eTSuwpTD485+58Lz77vAFiA85hJatVLKyKpW5hAGmi7cCLbNff0032L/8BTj5ZP+McNu2xcdPKsXYHTMrriU/KC4G3nyTStcrrwyuWzVsGBUG7nhZEzPWKtWxqIWtn3+mIGXGka9eTQFOC1jr1wcncLFYMkVdrcGWsrCllCpSShUrpbYa/yfbPJY78RSCoAXENPna17q0lFqqxYv5vxa20nEfBID994//X9dX8cpqNHYsF6lnnhl8zqqq3GUZstQ9WrViQLfble/6673rCO21FxetixdzIaBrbQVR6bOgWLKEi8eOHRPf00Kel6tiVRUtBV6CmKV+07s3y1l88QVLDoThyy85ByZL/25SVsbssqaAFlTzLQjTrWzjBgqLxxxDgTGZ9aymJn7+37KFm46btOQX/fox+++6dcGlAdyKWb9jKisTx0AYmjThZysqEudoXe5DW1vXrwc6dEjt/BZLIZE31REMQesOMD6r3glaQExoMbX9ffvGzPJ6Ak2nOODppydqN1ev5oTo9WCdMgUYOjR5Ha4GDdIX/iyFQbt2jFExGTyYQtj778fv79WL41S7/nnVyPLCywrxzTdcROy+e+J7WtHgpSgoK+P57LguTK66ioLPI49QkApi1iwqEg47LLUYwxEjKNSY7odeMVVh0BaEjRsZP1taChx9dLCrLOD9m9HCn62NlL/06cPaaT/84H/MjBlUlgYlTunfn2sNvb7o3z98H5o0ia1D3LF9mzfHW0vLy2P1Oi0WSyIZm25FpJ+IXCcijzrbdSKyS4rnGAjgagD3ox4KWkAsi49pcm/aNOZPrSdOvQjUMV1h8EpwMX8+BTivB2tFRbiYgubNY5Y3i8WLLVsSg/BFqABYsyY+wUpJCY/VmQhFEi2yXrgFo40bee5ki2CvBalevKaa9MBSPygqAt55h26k993nnzxAKVpoGzUKZ4E16dOHyqwpU2IutiLAWWel3l/9vJg+nW6E3buFE5b0dZkKB+1yaxUN+c322/u7rS5fTiXW4MHBAvcuu3Cc6JjwHXcM335RUWxedVvP1q2LeRMoRXfGVM5tsRQatRa2RKRIRJ4AMBnAPQAucrZ7AEwRkSfchYkDmAZgCIAH6qOgBcR8sP2yDZWUxGfL0vEwYdBJB0wqKvzP0bhxOCGqadNYpXiLxU1FBWMOvdxIdEFhd4IWkXite5isaCtdCQ20oDRwoPfx2kVwm0cuVN2eVSIULg0bUpBautQ/hfb06SyCfPzxqWda08qGli1p3dIuiOlkbNOKtDlzgNKS8G7dus6SmSCjpITX7i5ib8kvli71rlUIAM89x9dkbqllZfQkWLiQ/3vVKvSia1e+Nm5Mocs9T1ZWxsbxunVcr9gyAhaLP5mwbN0ECldPAugNoMzZdgbwOIALAdwY5kRKqa1KqUlKqZB5ouoeeoFoCluVlfGa+YYNYw/JBg2As88Od+4PP4z/v6aGmjG/B/Ouu9KFJlnR45KS1NPGWgqH0aM5hocOTXxPa8/NMVhTw+NNS2zYeAJzgai1rX6p2/VvyisLl9bC6sQ0lsJEj0E/t+0vv+Ric++90zt/URGtD9u2xeb0dNBjedMmoEXL8J/Trr1uq0OjRlaBlu8sXuzteVJZCbzxBrNJhlFSNWkSUziFdYPVlv/iYv5GJkyIf3/z5tgaRgtyXnU6LRYLyYSwNQLASKXUb5VSs5zaWjVKqdlKqcsA/A/ABRlop15h2voqK+MXm717x7s3NW4MXHQR0CRJbJU+l6aoiBPluHHevvsHH8xJOCgIF+DEautnWPx47TVqTHUKeBNtbTUXBYsXU3hPJy22mQ5Zuy36FUbWvzGvsW+FLQvA5C0NG/pnxZw1i7EoyeJavaip4dw7ZgwXplopkEqSDTehfUQcpk/nZwYMiN9fXGwVaPnMqlX0gvHKlvrTT1Si7rZb8vMoBUybFssmHJS50MR83nfuTMFcj1udNEMXNF6wgK877xzu3JnggANi5UUKhUK65vp4rZkQtjoCGBvw/lgAOctTo+t/5Ss6iFTHbgGcxEz/++2354RmPgxFgFZJCh26zwtwQt64kXVl3HToQG3Uyy8H1+BYsya3NTQsdYuxY+mq6mWdWriQi0wzNbt+OJvlBMJatn78MfbQ1y4xWrPqRi8s3LFkAN1rmjQJX2vJUv+oqABeeIFWKz/rf0VFejUGp00D/vhHnr9ZM2YO1IKSTlYQlj59Yn83bAhsC1kvad06ZrXr0cM7njdVwc2SOz79lK9eApV2yU5W+BigsquyMubOHVbYMudjdxZOPX71OXVoRC7dCPv0if9dFAKFdM318VozIZgsBrBfwPv7O8dkFREZKiL3AvhMRG4QkR2y3WY6aE2VqVEvLo6fzLTW3e3eVxzi23LHp/Tpw0n5jTe8U8QeeSS1Vm43AZPVq8NnjLMUFrpmj37wulm5MjFb1sqVXOiZ+70EIj+01bd5c7rFzJnjfZy2ePkpCkpKvOO5LIXByJFM3BJU+qJ1ax6TijVq2zZmOayupvfAaafFx96kak01F9Vt2wIbQ7r/vfkm+3DvvYnvFRWlVjPMklvefZdJUXbxSDGmLaTJ3P8B4NtvOdfq53fYwsamN8DmzZwrtUJYC1faGrx+Pedvv/gyi8WSGWHrPwDOFJF/isj/L8lFpLuIPALgdADPZaAdX0TkbACvATgewA4A/grgllqc72IRmSgiE1dmOF1Z//4UrmbOjO1r0CDeiqXTtHsFMLdOEuDqTvGuM73V1DArlhst/AVVq9+8OTi9rCU1sjm+ck1VVXDxVnciDICLPJF4zXoqKbW1NUqEGbH80iMvX06NvtcioLKSi5Ud8lIlkz71aWxlm4cfZiIAL/dXzSGHUBkVlILbzbp1HPO77kqrkjnOlYov/h0GU1lQVgaoEILf4sUsi3DGGd4WhyZNwi3WTezYyg1VVcBbbwFDhnhb/Pv1o+AzbVryc33zDYU2bZ0NW1fQnLMXLoy3jC5bxjGtFWylpVQwhC0QnglmzAhes9RHCuma6+O1ZkLYuhMUuH4HYJaIbBGRLQBmAbjMee+vGWjHExE5GMDDAP4L4GQAg8CkHeeISNcUMiH+P0qpJ5VSg5RSg9pmuPJjWRknqfnzY/vcPdQTm5clKpkFwCu2QGtlvRbEel+QlnPbNqu1yiTZHF+5pqSED3A/95QddqBlwHwQa7cUt7XgqKPCtWl+bocd2LaZWl7z66/+tV+0siOVujN1gfo0trLJ2rVUPh12WLA73dChrCH34ovhs/e1asU5/LvvEt1U3Vk5w2DO+Vu2hHP/0wKdX3Kl9u0Zz5UKdmzlhmnT6Prvl5SlSRMqSceO9Y9X1dTUxMfL+iUTcqPHWFUVlQ377BN7b+1ajm+tIGvfnsflMrPr2LHcColCuuZk13rJJbnrS6aotbCllKpWSo0AMBDAzQD+7Wx/ArCbUuo3SoXRxaWGIUQdD2AOgIeVUtOUUusBzHf2rQPQ3vsM0dGjR/xDuLIyXuOkJzEvASgotuXccxP31dTEMmp5BbDqbFXt2vmfd9u28KmGLYWFCBeXq1d7v9+/P+NezLgq/cB3KxM6dgwX9G3G0Og1n44DM1m71t9qMXUqX81FhKVwmD6dc6OXm5ZJSQktYFu2AI89Fk57X1wM3HIL5/FRo+LHeTrClvlsWL4caOIRf+Vm5UoKaX7Z6jp35m8ml9YISzh0UiFdx8qLO++kgPP448Eurg0axMcIesXueaFXV3q8mm7imzbFKwD0uiIoFMFiKXQylkxCKTUZwCMA7gJwN4CXAZSLSGcRyXjopFL//5gYBGALgLnG210A7AjgRwCTReQlxwKWF7g1k3PmxD8UtZDlV7TyjDPi/+/XDxgxwtv69N131H6dd563VUxrQAcP9u+vV8Fai0Wz446M2/Ji6FCO90mTYvu0tclLKxumrpz5W9FJMtztb9lCIc+v0OasWdTIBikZLPUXPQd7eQ+46dEDuOoqFoadPDnc+Vu2BK65hoqq8eNj+9MRbnRc4dat7G/jEHNx06Y81i8msVs3Lpr9freW6NBzWpBgvtNOwLXXcky++67/cYMH00qm1xQiXC8kQwv4uiRCUH2uvn259vjss+TntVgKlUwUNS4TkbtFZAVoSZoP4BePLVtMAdAPwIkiMlhELgcLKn8E1vl6EMCJAB4WkUOz2I/QzJ0bW3AqxWx/pleGjt/y869u1gy4+GLggguACy9kvQ0vy9OqVVwc7L+/vzD1/fcMwPZblG7bxonapn63+LHbbt6WJYCLzk6d4mNetMbWKxNgUREVA0GYgn+DBtx00LZG1xDyS46xZo0VtAqZ3XensP388+GSpJx6KgUYr6yufnTpQjfFWbNi8VFhs26a6KQGyZ4LJp07x9J+e6EzgVphK/8YMIDf8Y8/Bh938snAsceyzqFffEvXrhwHppt1OinaTQVx8+bxNeNKS9nnMWNSP6/FUihkwrL1LwDXgSnerwFwvs+WUYwU7w8C+AlMkDEKwEMAngZwpVLqbqXUvQCGANgJwG8y3Y9U2bqVLlU6aHn5cmogTWHHqxCsF8XF/tYvAPj5Z75/yin+xyxbBuwXkEtSa8TCBtZaCo++fem25Bc/cOihdFfVi8VWrRLdW0waNgx273K7LDZpEnML1Ohx67e4rapKb+FrqR+UldE9cMYMWq2SufcVF1OplWpeiAMP5Kt2o03HHVvHQzZowH5s8inAbLLzzhzfb7/t/X4qGe0suaV5c85/yayoIsD11/O7/OIL72N0AiBzfPvFsZpoBYRWbJklZXbYgRYvHYIA0Fo2d274bIcWS6GRCWHrJABPK6VOVkr9Qyn1vNeWgXbi0HFgSqnZAI4BcDmAOwCMA/CeUmoVAIhIQ6XURADPABguIj3SSZqRKaZP50SmtUs6SLlr19gx+gFY26QU8+dz4vZzAayupgUgqLhsw4YU2NKJNbAUBrpg6uzZ3u936ULtqhaSdJHVRYv8zxnkbjV6dPz/O+3Eh7/pEqYXtZt9FqZNmsRrZy2Fx/DhwNNP08X1nHO8k6yYzJqVujt169YUevRiNR0BXy98S0qo2CgvB9YlSYzQpAk9Gt57D5g3L/F9raSrTYFlS/bYd1//khYmZWV0vfYrJ6DLBrjnuhNPDD6v/i20bs2xYmZP1muXb7+N7evYkWMpaE63WAqZTMVsfZ+h8/giIkeJyJ5e7yml1imlHlVKPQRaubY6n2mklNJ50hoBWAlgpRHvlXMmTuRr3758nTGDk5kZDKuz+gT5SYdBqXghzo1+0Aal3RbhOVJNV2wpHHQSCj+XJV02QFtsARbU3rLFWxNaXZ08U5qZzVO7A+rAcoDa3pIS/wxZrVolX1xb6j8XXECrwIoVwJNP+h+3dSsXkr17p3Z+Ec7vtRFqzM/uvjtQUky33Y8/DlZKHH00lWVXX534nvVYyG/KysKPmalT/dcKZWWONdRVmy1ZMsmffuLYKi5mzOK4cTGBrWNHzq9ffhk7XmdB9lNuWSyFTiaErXcAZDX5hIgcD7oIjhaRZCH03QE8KCJFSqkK5/O7g9kSfwIQqS5v8mROTB068P/Zs2nWNwWeL77gJGlmXUuHhg39rQ1A7EFr1vjyok8f1uuwmassXrRrR4H8u++83/daNLRowVevlPFh6sd8+GHsvNotxhSsioq4oDAXBCZt2lDYsoVdLfvswzhBd+ZAk+nTOU+mKmxt2kRBTce8+pVICMKcnxs2BHbYEWhQCrz6KlPS+43h5s2B446jkOi2kmglhy3pkZ+sXh0uc+D06Yx93dNTDU0aNEhPCNLKqF135Vz7wQf8X4RZZsePj60JUoknzAQXX8ytkCika66P15oJYevPAHqIyL9EZFcRaSUizd1buicXkf6ge+ACABsAjBKRvQI+8gyAzgB+EJFzReQWAPeDMVtXKqVCVkvJDjNncmGq3TimT49Pq6oUY1+CLFJbt3JBOnEitVp+abe7duXD3m8BUVQUXCNJ07s327B1LC1+HH88k614jSXtFuuVZMUtwLuztwWh42AaN+Y4difJ6NePCQC8xn/btlykuj9jKUxOP52W1+99fDR0AoKddkrtvOPG8VXP8X5zdRBuYapIgO13AAYO5PlffNFfEaaze379dfx+bekImwrcklumTo0pZIN4800qavfd1/+YkpJED4IwSiadPKVVK9b1+uST2Ljp1o2/F32MjtetrTeOxVJfyYSwNQ+0Gl0KuhOuArDWY0sZESkFcCSYbfBeAOcBWA7gnQCBaxSA20C3wecA/BG8zgOUUimWccw8ixbFZ0jbsiW+EPHq1dQS+dVH2boVeO454KuvuDD45hvg9dfpAuOeQHUslp8/N+A9EbvRft9e2eMsFgA45BCOZS9306VL+Wo+iLVLodt6m4q7qg7QFqH21p2go08f/ia8FtB6ITN3buJ7lsKjRw+++s1xS5dyUds8BbXhihXAW29x/mzfngJRWEWCidfCWEBrxu67U5DSQp0bnQjDbdnQVgubkTM/Wbky+XejFDMA7rZbcCxhdXViqIBXHJ8bM067f39at7T3gl6faGXVqlUxbwKLxZJIJvJx3Q4gWw5m1WD9rNuVUo8DgIjcAKZ2f0dEjlNK/X8pPcd1cLOIPATgPwD2AjALwCqlVBo6xcxTU5NoajfTdWgrgFeld6WApQGa+O++i0/xrifr+fO58PQjmXugdtey2dssfvTqxVcv6+f8+VQwmONn3bqYkGTi54rohemeWFycmMK7e3e+/vRTouZXx0jOnQsMGRK+TUv9RGvs/Vy3N2ygy13Y1Eo1NcB99/H4YcP4GqT0CiJoft5jD3o5zJwJHHBA4vv6eeIugbB0KX+PVtjKTzZvTl5uZdMmHteli/8xut6g+/sPUxPLzHTcpk18DKyet7Unw+rVVCrkyo3wjTf4etJJuWkvHyika66P11rr5bNS6rYM9MPv3DUi8h6A94zdH4BxV3+DIXA5glaNiIhSaitoAQso9xcNZWXxrlYNG8YnDgjyfU7m7jdlSryw1bAh29PuVl4oFZw+Hog9sLWFy2Jxo8eI17idNClxQbB6NcdnbfKCmguImppEZUBZGa1pXlrcHXZg2371wSyFxZQpfNUlOdxUVaW2kPzkE1pahw6NLZrDZJfzIkjJtXYtPRP8BDKdSEYrQzS//krrrk2QkZ8olXxu1B4pQeNj1iyeyywtY6ZxD8KdIr6oKLYGcZfWWLMmty6EhehlU0jXXB+vNVPZCLOGUmqLzijoCFIKwIdgbS/tUjhYp4IHsJuIdI+ou0np1Cm+tkmTJvH1hrRLoVecSToZrdq2jU/baqIUrQHJEnGsXs2HshW2LH68/joXBzpGRLNmDbdu3eL3T58eK6xqkkrBTTN+ZutWbxevZs1Yb85NSQnfs3GIFoDlBFq0SBRK0uHXX6mZbd06/nzpWrb8XMTKy4F33qGLmF8txenT+X6/fvH7Fyxg4gNLfhImg6We79yZBk2mTOGzW9fbArznQy9MBZnOHKtDEzY4ke9a4VVeHmxhs1gKnbwXtkyUUspD4FoB4E0R2VNEDgDwGICHRaRhlPW0/GjVKr7mRd++sYkLiPlCexWbDFMQ051ZsEULWs68Ju6aGgpcyYStdet4nmQWMEthsnQpC8QeckiidvOrr/iqSx0A1PhXVHgLW2EXgAcfHO/KUlXlXayzVavgmMT8myEsuWbDBioLDjrI39JTXR1u/lu6FPjb3yjgaPfB2mLG9Jr9efttzt833uitCKupYRKl/fePf3YoxcQG3fNWJWmprEyeKbKkhOMrKJvwd99RKNPjuro6sQC8H2b72jtGKw+0dUzP4WvWeM/nFku2uOSSqHuQGnVu+ewSuD4BcBUocI0CMxH2B3CDYxHLu2TlzZvHC1vt2vFhr3vaqBGFHy9Tf5iYKXcgdKtWfOgGZcFKlplowwabtcriz3XXcQxddlniey+/zDFvZtzU7lSmtlXTsiVw/vnAXj7pb3r0oBZfJzQAYppdL2GrtDQxlgugsLdxow3otgAvvcTF7fHH+x+zYUNyZdfChcBf/8q/TzghMebm8MPT65+XZat8HZUIf/xjvIuYyc8/87dxxBHx+ysqeL1Bxewt0bFxI5/j7jgrN9u2xWpheVFRwc0UqnVSoWQc7Crms2AB51LtobBqFdcpzZuzD6tW2fFksQSR9ykPDMEq7n8RKVZKVQH4REReBLMVlgAYrJQKqbvJPY0axcdetW7NhWplZeyh2rdvLNWwmw4dAPgUagU4UZvuVNpS9uuviQvL4mK2aboxerF2bfKJ31KY6NTTF1wQL1ABHOfz5jFuxdTw//or//fLuFlSwgxbu+3G/6urgc4fMQObexEAxFxuvQLKi4u9rbo//cT9uiCzpXB58EHOuW5XO015OfDDD7Hx6MX69cA993C8HX98rI6cSdeuTGIxdmxq/XNnkqup4Ty//wHBJUK+/ZYLYnfiDB0jnCwBgyUadG1Mv/hBjX5u+7n362QWphIqbCyMKcDX1FDY2nPPmHV31SquCUT4+9iyJZZ0yGKxJJLXli1T0BKRa5zYLAUASqlqZ/9hAIYDKAfTu+etoAXwwWma/bWLiCmAbb89F5Bei8SSYrqn+OF2mdJuXYsWeR/fqRPw+efBGa+WLAF22cX/fUvhcs01fJj/5jeJ7/3yCwUl0woFcIzqGm9hKC6moBX0PuBtofUTtsaNo6XiwAPD9cFSP1mzhovbgw7ydvmrrAQuvZRj9pBD/M8zahTH33HHBSum+vSh8iEV3G7elc6zwh0faVJTA0yezOtyf14LWe5SCZb8QCtagwRpIFbjyk9ppWMETSWrl5XfC9N1dcUKrlnMNcDy5bH4Wh33aoUti8WfvBW2XILWTQDuAzBERIqNY0oAHAdgDwAH5kMdrWSUlMQvCrWmyBR2tIXLz72vUyf64Xvh1laWlPBh6+dGuM8+fOj6+XFXVXFidSc4sFiWLAEmTABOPdU7vkDHIrpdUJs25dg2s3DWBr0w8HK99Qs0HzeONYqse2xho7P1eRUrnjePVqo5c4Dhw4MtDd98wznSjFlcvZoWAff423nnYEHJjdt9cZujUAuak8vL6YrmZY0rK6OCxC9xkiVadPbUZMKL3/yq+fhjriVMwSlM3Lc70cWCBVRE9O8f21dREbOo6ZptuXTJ7t2bWyFRSNdcH681L4Utl6B1M4A7AdwK4Hlt0QIAx43wLwC6K6WmRNLZFBGJF6y0C5Q5Ceq4q6AYrb59vbXyXhNeSYn/wnb33an996u7sWyZt3XCYtFjxqu+DxBzX3ELQVpDmqm0602bcox7ZXvzEraWL2fbp52WmfYtdRet6XfPtUoxBrGiAvjDH2gh8qOqipYvdymC119n0dkff0z8zMCB4fvotrhVVXvXqDPRcYx+Vrb+/Zme3pJ/LFvGUIBkCTK0EOVlody0iQK3O7trmCQW7hqfv/zCOdbsz7Ztsf/12iKXiqshQwqvPmIhXXN9vNa8E7Y8BK3bne1xpVRCdJFSapVSKs2kurmnujrefUprp8wg6GXL+H+yTFa9ejGZwEkn0X3lwgu9j9u2zd8/v6yMm59LibaI2eBXixvtPuI3Nrp25YJg2rT4/Z07c3z/8ENm+iFCa+/EiYnusG7lBhATyoJicCyFgdbOu7O/TpzI8T18eHwmTS9KSriZyYlMrwQvrwIR4MQTk/fPrJuoKRIAKtj1W7uWacudmz32YEzPr78m74Mlt1RU+Kf7NxkwgMokL6+UWbP46rbG+rkcmriF+KoqoGfP+H1mEXkdU5isDqjFUsjklbAVIGg9qpSqFxVxtmyJD3jetIn/m2mFZ88ONykCfMi3acMFr1dq4s2bqXX1yvwG0BVs06bE5AYaPaEm07JZCg8twJulC0yKihjnMmVK/OJTBDjmGH7OayGqFF23xo1jPOGCBUCytKIdOnCcu+tmeQlb2prsVZfLUlh06MDXZcvi9+v/w6ZHb9aM7l96rJmWMt2GmzBuV16uNCUl/D0EJTto1Ihz/quvervRakXD+PHJ+2DJLUVFyTMEA5x/e/RgeQ2354oeG+7kGSLAkUcGn9c9XoqLgblz4/c1ahRzH9Sus2EzHWaClSsLr0ZiIV1zfbzWvBG2CkHQAqhBNc3tW7cmurBUV3vXvqquBtatBz79lBOsnuyC0EG0XsVilWLa45ISpir2QgtZQYUTLYWJrok1PSBS8oADqGBwa9gHD+aD3ytu5IcfOManT6eGdswYYK1HPJZJu3Z89UsEY6LdZILKIVgKg8aN6e662JXhVQtIEydSOP/lF47Ln3/2Fl5OOSWWfRPg2L74Ym5BlrEg9+xjj/V2FdRzsl/GWs2wYRzjn3+e+F737pz3M2VdtmSOZs3CP2///GeOzzFj4vdrYc3LOyZZlkOtjNJ06kTFmJlco3372LyvMxfqkh654M03uRUShXTN9fFa80bYMgStO8D4rHonaAFcDJoaTXfCDCDeRK9ZswZYtJh+2HPm0DXr1VeTT3DLlvF8XhPshAn8/BVX+Pv2awubFtosFs3uu9M69PXX/sfoxaS7vEDTpkwS8PPP8dk5ly3jAtfNho1ARWXifo22FruzcVZVJWY91MkQfvrJ/3yWwqFDh8T5beBAJqB4+23GbN1zD/D440wT/9e/Jo7n3XenpWHs2OAi2gCVXCtX0nLrN38fdZS/N0KJ4wnx/vvB7QwaREHy3nsTrbsNGjARQtgCt5bc0b49LVXumple9O7NDJeffho/7nTpAb9zBFm3zDqgAMdJTQ3narOPa9ZwXLVowXFm51OLxZ+8EbYAQEQGArgawP2oh4IWQE2ime2nRQtOkqZw1aNHokn+tde8z/fpp8EuB5s300rmdjFUCnj3XVoETj/d//Nt2nCxan37LW5KSoBDDwW+/97/GG2h9Rqje+1FYch04QqyTAW5qfjVDtq0KdEFtnVrjuugflsKh512SozZEgFeeAG4/36mfr/nHtaTu+kmWovuvz9+UVpUBFx+Oefyb7/1bke7xz71FLW2fhbhk04KzkQn4JhOls2zuBg4+mj218uC3KsXFW6W/EJ/98nqX2ouu4xWVdPSqYUtvzESFKbgnoO118DSpfH7tm6NJT/q2dN/3Fss2eKSS6LuQXjyStgCMA3AEAAP1EdBa/ny+PoUQCy5gJmxrWNHTpJaADM1/14E+bY2aMBJ0b3Y3bSJnzvjDO9YL01JibebjcUCsNCljvvzwisBjEYHXZuxJ8kEID9Nrf4NmMU4AQpoXlmy+vQJtshZCgc9R7pp2JAZXy+8kEqF3r0pCD31FAWt0aPjj99pJ8YozpiRmIGzpoaf+/TT5P0Jk9VNEC6uR8d8uZPUAMwKunJlzPXRkh9oy3vYZ+4ee/A5rZNiAN71O03CuFtrtNeAOcfrTLNaIOzWja62QUlbLJZCJq+ELaXUVqXUJKVUyDrndYtx4/hqZkHThQtNNxY92eoFZDINpl+CAn3+qqrEh60W5PyyFJqUlSW6FlgsQExZUF7u/b5+GHu5qeqHuF40hlk8elm3amqYhKNJk9giQLN+PdCvX+Jnundn4o1kigxL/Wf16pglIAy9ewOHHUaXQfeYPfpoKq/cLlVerrF+jB8fvGhVis8Er3HtRmeZ9UoGs99+fH3nnfB9s2SfPn34GjYGqrSU86updNXj0sujZcYM7zg+E3Ne1OsLM9mG9hbQyq9OnSjYmdYvi8USI6+ErfrOt99yYjQtWz160GXFdNPTxSr1QtUrWYaJOybFpFMnfv7FF+P3a+1psiQBuqixX7ZCS2Gjx55X0gAgtmj0GqMLF/JVC2Jhslm5FQ8rVwKvvEKtq7tuVnU1lQRuaxdAN5jq6uCMbpbCYPp0/4yBfvTq5e0x0KQJBRvTclBV5V1ry49Zs4KP37gJqFHAvvsGn0cp1vpq0IAWaDedOvE6nnoqfN8s2adVKyqDvvkm/GcaNoy3zuq/zeRbW7fyux47Nvn5zPl69my+aiEQiAlZeh2hMxLapEMWizf1StgSkZAJ06Ph55+ZqMLMMFVWxoWfqQlt0oRuAFqzlazqu19yC4CTZt++jEkwtVWlpVwU6AWvH198QY3V/vsHH2cpTLSbilnOwESPTbdbFRBze9GJAFJN9bpqFRMYVFQA55zDGDD3+0p5C1tageHOvGUpLGpqqExKVdgaPZqusV6F5wcO5JjUioZ0Mrl+9523q5dStCKXFCe3bH38MRfKl14aWwy7GTaMwqZXQXBLdJxzDjBpknesnRfu+p1eltFUhDedxbCqil4DrVvHJ/bSY1PPrbbWlsUSTL0RtkTkfADfi8hBUffFj/Xrvf3xDz+c/tnmRLXnnjxeWwy8NJMady0NN371kFq25ETqR1UVNWGdOrFossXiRms4/eqw9e7NB7FXmur58/k5HV8QZlGq07YrxWxsJSXAnXdSGeBOc6xdWrSrrom2aIWtZ2epn1RWciwlKyBvMno06w4dcYR3vGuHDlz8ai1/GFdtv3bcLFnCZ8KOOwb3edo0JlXq3Rs4+2z/44YM4euHH6bXR0t2uPJKurY+/HC44zdvjl9b6L/1/FxVFZ9NMAgzzGHmTH72ggvij/n+eyrJtHuqVlqFKcacCU48MVxR8PpEIV1zfbzWeiFsiUgJgD8C6AjgmXwVuNq393Zb2ndfPpzNBWmfPtynM7X5aTHPOit5u2vWcFHg9ttv0yZYs//BB7SuPfBAsKuipXBJJmyVlAAHHcSYFa8SByZh4mbat+frqlW0Hpxxhr9ld84cttGrV+J7P/7I2MgwyQgs9ZfGjWn5/+STxHIbXnz+OXDrrcwoe+ih3scMHMj59ocfKMiVlISLr/LCHVP4yy9MjtE84Leyfj2VZG3bAk8/HZwASf/mrEUiv2jRguNswoTkLqhVVVSkmkrXHXfk3Kc9V1J5fg8YwNeaGgpVzZrF14NbtoxC/6mnxvZprwS/cgWZpm3bcEXB6xOFdM318VrrvLDlFEOuAvAZgHEA5gF4pTYCl4hcLCITRWTiygyWsR4wgBYsdzHi3XZLzCbUpw8fktqVsLQU6NKZk+iRRzIr1kUXJdeabt5MjVbr1okTrl+cjeZ//2P82CmnhLo8S0iyNb6iQAtQQQ/zo46iYDR5cvz+7bensK+TryQrttm8WcxdRVtpg2IJv/+emT3dMY/l5XTTqm+aM6B+ja1cceutzMh31VXBtY2WLGHq9+23B66+2t91tmlT4JhjKBjpMb/33un1zRSUdOr40lKgKMCqNXYsf2+PPOKvBDGPBbyL3ruxYyu3XHIJn+/vvRd8nM4CqJMVAVxPDB7M8bJ5c3jL7UknxcbMokWcn884I/4YLfwNGxbbt2gRx72fu6rFUujUeWFLF0MGMBFAHwBPAJgLYKSXwCWSfNpRSj2plBqklBrUNoPi9eGH83X8+Pj9paWcKE1hq6yMMSizZ8drHUtLuCht0ybcBDphAoWqK65IfG/p0niNlckvv9DSduWVqbnYWJKTrfEVBXrBGWQV2GcfWlXdrkqDB/NVxys2bepvLQDiLVhaUeAVMwNQ+7p6NTB8eOJ7H3xAbfCIEf5t1VXq09jKFcOHA//+N+fK3//eP/PqW29x3FxxRXIhZtgwztG6cHxxMXD++fFJBpJx5JHxwtaqVUxyoK27fowbR8ub39yu2bQJeOIJClr62RSEHVu5pXFjjoFksVY6FEBnMdYMG8Z58ocf+P+55waf58wz492qZ83i/L7rrvHHzZnD48whMG8eFbO5Wit8+SW3QqKQrrk+XmudF7aA/xegvgWwBKzVdRmAhaDAdbBzTAkQJ5zlnN1354LRq75Pr16JmdYOPZSWg+++S69+xcKFnDAPOyzxAb1uHQPDTf9sE13s8thjU2/XUjjoB65XAgxNcTG1o7/8Ep+tqk0bClxTp8ZSVHfrxsXvoEGMfencmbWOOneKf5AnC8jWFoWhQxPfe/99LjD79w91iZYC4De/YVbLadOoYPKabz/6iEqxZDGyAIWk226jkuGzz+hmVVICHHAAa3El45BDEi29s2fzN+CVxl2zbRs9J5IJT1VVwLXX8hnw7LNWoZav7LorFUdB7v4TJtDVzy3/tm3LmLzp02nNLysDzjsvpuQCKJAfcwy9ZEyX6upqlsbYe+9EhdaqVbEaiZr584PjyjPNzJnhk4fUFwrpmuvjtdYLYUuR6QCKAZymlJoE4GoACwC8LCJHAnhHRP4VZT+LivgQ1Jomk+LiRLe+Tp340J0+nRNqKvJWTQ3jCxo18k5u8dlnfPWzJMyfz4e6V3IBi0WjyxSYpQu80AtM9wR6wglc6H33XWxfy5ZUTBx9NDW7vXolLgb1/35KiMmTWXPLdK0BuIiYNcsmfLEkcvLJjE/98UfvGkcVFcmtSialpXRRLCmJzbcA03qffXYsNsakXz++1717/P6NG/kc2HvvYJddnYEzWamOZ5/lM+Wpp2h5tuQnWoAKqnP53Xe0mHoJzMcey3XHJ5/w/4YNOe4uvpjbwQd7J1tZsYJzpZdCSql4i+vmzVS2JbOkWiyFTJ0StkwXQNff+vHzCYBdnL+/BnAlgEUA3gCwP4DPjWMjYfBgaqrcloCaGu/J8pRTmGlt8mR+LqyFa+HCWEpsd2zBunWcfHv39hemystTK/RpKUy0i4lXtkGTrl05Dhcvjt/fqhUtr3PnplY4W2t6vdy5amrYjs60ZrJ5M7X/1gvK4oW2CHllbmvYMPW6bE2bMmaxvDw+HqxxYz4LLriAiQZOOQW48EImS9LZOTVK0QVXqeSeBjoDZ1D847p1wHPP8XfnzjJnyS90ghQ/y6NSickxTJo3p+Vq9erUCg7rGp9uCxZAK5ppadPHJou5tViywSWXRN2DcNQpYQtAAxFpIiIN4PTdSZCh85yNAXCoiPRykmZMBlABoARANYBy49hI2MURBefNi9/vZdkCqEE6+2xaALZujU1syViwgOd0+1sDwDvvUGt1993+n2/ZkgJhsiQalsKmZUvGCkydGnxcURE3r/F0wAF8NWMWk7F8Oce3l6VhwQIuBrxcZJs2ZdD53Lnh27IUDnoMeo2rgw+mEO92905Gly58Xbcu8b3iYiocWrf2zxr4ww8U8k44IXmpgtmzaUkLSnjxwQd0v/3b30J13xIh06dToeQnTIlwPtNu2F4ceigVBR99FC7jJkDlQIMG3gm4iovj1yG6GH2qteoslkKizghbInIUgFdA18CfAdwrIt2UUkocAMwBsB5AO+djLwHoB+AOADMBjBYRD3137ujbl6/uIpKtWvlnwhJhsGv7dsCWrckLUCrFYwYMSPS3Xr+eAbcnnRTsarLLLgygNt27LBYvhgyhZSvI6rphAxd4Xmna27altjSssFVTQzevli29F6hffRWLj3Ejwniw114Lv/CwFAYLFzJ2ZccdvVO1H3EEx97HH6d2Xl17KJ3xVl7O4rZ77sn2g6ipYYkFbUX249NP6f7rF69ryQ/WrQNeeAHYb7/gmLp27YJraDVowMQvlZXM0BqGxYsTLayaDRviC8VrwSuZ66rFUsjUCWFLRM4CMBJAGYD/AZgKugj+RUTaqBizQEHsEhF5HcCBAM4HcD+A6wB8DmBZzi/AoEMHb836DjtwMRqUerhdO6CkmC6AuoK7F2vX8lxasDOZNo1WrWRpr4cMoTbs8ceDj7NYdtuNbirl5f7H6BgYP+3nfvvxIR5mQbpkCY8z67xo1q2jMuGoo/wTCRx7LPur4xgslq++ohC+eTPw4IPexVl79+Y2Zoy3lcoPLfi4a2aFYfp0LrSHD0+exGLePCrTzjvP/5jKSsakef12LPmDUsDll1PhmSxr6gkncD4L8nrp1Ytuq1OmJLfMbtjAdvff3/v9TZviLW3asmUKYBaLJZ68F7ZEZB8AdwF4HsAlSqnLlFLHAXgMwHAAvZzjtA1nPICzAAwGcBGAD5RSFQC+AnCsI5BFhgiDn93Clg7kN7O1eX22Vy8uBN5/H/j2W7oWutFaLi/NpY45cKeJddO8Oa1fL7xQ/7LCWDKLDowOUgDo8e4nbPXowQWGfnAHMX8+LVraJdfk44+p4T//fP/P77MPFR5vv528LUv9RrtTDx1KoejJJ4MD/e++m5/56KPwbWy3HV9TEdCAmAW3efPgDISaSZPo4uVl0dXMmcP+p1v3y5IbRo7ks/eii5KXC9BJrr79Nvi4YcM4xyZ7nutSHPvtl/hedTXHsVm8eM0aeiYkK4eQSdq0Se5SW98opGuuj9ea18KWiDQEcDKALQBeUErNNxJj3AqgHIDW0elokH+AtbauADBKKVXhxHXVOEJX5AwalJi9rVkzvvqlstaUlAB33EEt1eTJnJDHjqVWa/NmTqQ//cSHqdcDWmeyCpNoY8QIxricckqseK3F4kYL7kuW+B+jtfoNGni/37MnlQkLFyZv75dfmLzF61w//shA7Y4d/T/fsCFdrZK541rqN7r0xU03AQcdBLz0UvLivp06ceykUo6jcWPOo9OmpVbCY84cWqLCWKGUoovYTjvFp/B2o5PQ2AQx+Ut5OXDZZVQmhUlg0q4dFQSffeatfNVsvz2VTLNn+x+zcSPXD/vs4x0ntmZNYrbLigp/l8NscdJJ3AqJQrrm+niteS1sganc+wAYo5SaAMTVydoCugR2dvbXiEixUmo1KGi9q4WrKGtredGlCy1YpluJFiHDJKRo0oSC0J/+xBTZs2ZRS//iiywE17w5cNpp3p/V7jEbNiRvZ7vtgD/+kYuEkSOTH28pTHbaieN3/nz/Y7SWapmPE29ZGQUor5TbJhUV3A5KKFdOysvj68j4UVwcbEW21H8eeYQLy9tvp8UqSEgx2Xtvzp+pPFVOOonKsCDrr8nChZzLmzblHJ+M+fM59k8/Pfg4bX1I1cpmyR1jxjAU4KqrgtP8m1x3HcfX668HH7fHHhSo/MbuhAmcy/1KY+g507oMWiypkdfCllJqM4DfAngYAETEzEC4CUyIsaOzr1RnGlRKbVNKBeh4okUnCTBTXetYrVRM8Z07M13wfffR3eDMM4FLLwXuucc7ixAQswYks6BpjjiCWrM//zl8vyyFRePGFLi0+4kXgwfT9W/SJP9jDjqIv4OgmAKdOt5dh0jTsGFyRYJSPI9XEgRL4fDhh7QKHHJIakV9x45ltkK/7IFe7L03595vvkl+7KJFzBjYqBELI4dp58sv6fWQrGCyros3ZUryc1qi4aefOB693KT92H134KyzWFvz66/9j+vYkUperzIb5eVUdh1+uH/2w7Vr+dquXWxfkyaple2wWDJNXUj/ntfCliNU/aqUmg3QeuW8ar3MegDNnOO2OZ/pLCJ5XfFBZwg0rVh6skrHHN+kCV0Thw4FBg4Mfjjr+hhh2ykq4iL4l19ST3lsKRxOOIGZ0Pweuk2bUnAfN84/CYwWoPwCvZWi5rWsLLZodNO2bfIMmkuXUkO7557Bx1nqNzfeyBjBu+8Ob6XasIGCeqqZ/EpKGFtTXs4EA35s3EghsFEjuotr9/IgVq8Gxo+n9SzZ8c2b87fz7rspdd+SQ1q35ngMGideXH45vWZGjvRXOGmXb685duZMCnkHH+zfhp7fTWGsdWv2NSi5V6Z58kluhUQhXXN9vNa8Frb83P+MuK1qAKX6OBHpC1rBHheRhmbh43xCC1lm77SlKShlbyZYuZJthAm41qxeTYtBft5NSz5w8snMEPj55/7HnHUWYwrGjfN+v0sXCvfuwscAoACsWcuH/Rln+CsU+vblAjqo7szkyXz1CgC3FA4nnkiL/ahRwP/+F+4z1dVcCKdi1dIMGsTXIFfCmTNpebjxRn/vBDfPP8/+nHtuuOMHDmRdvPxyrrdotNuo3zzpR0kJvVy2bKH11YsOHfj813OgRifOaN2a7tx+6Jgw0wNHW7mCYnYtlkInr4WtEKwHCx03FJFdAPwNwOEAblRKbcm3WC2NTm9t1sDSD+9sJ6L4+efUXGBmzwZGj6blIpfZhix1i3324YN81Cj/Y3r3puvrJ594L/QaNKCL7axZMQsswL+XLaWgdcQRwTFZOnPXxIn+x+hCodaN0HLrrfQI+PvfE5MWedGyJV2xPviA8+LUqSwS/49/MPbriy/8hZgdd+RC10uZoJk5k4td000riO+/55x+8cWxjLbJ6NmTv6WgfliiY8gQWvmfeCJcbLVJt25M4PLll97vFxdzvK9ZE1+qY+lSClInnJB6f/VYDRuPaLEUInkvbLmtU47LoH6crQPQDEzzfg+AoQD2UUq59Db5hU6MYQa/am1SNn2fN23ipHrkkeGOnzuXQbrNmgH335+9flnqPiLAH/5AISfIjW/ECD7kFyzwfv+SS/j7eOUVxndNmAD897/A1m3ADtsnrw+3005c0AYJWytXUuEQNvjcUn8pKqLbVXExM7uG4emnuaB9+23gn/+k0LV2Lcftyy8DDzzgrTQTofvhggXe71dU0BXLL/mLmzVrgP/8h2m4w1q1gJhXg02SkZ+IMNnVihXA9dfHyrWE5eSTOR51fJWbI47guH//fa4JtEdCaSmw667B59bhB6bngM5saS1bFos/eS1smYKViFwjIoOVUsrlRlgE4G4ABwE4IN8FLSD2oDUXe7r+UJg6Q+kyaRK1rkOGBB+nFPDGG3yAb91KLa5ffSSLRfP73zMl8B13+McbDB3KV79kGl278jzFxRyvP/5IYb9HDz7Uk7myFhdTwx8UJF5V5Z+C3lJ4bL89CwGPHh1cmFvTpg0VAG+9RcFrzBhadEeNosJh9mz/rHCDB3Nx65WgQpciCJMYQSng0Uf5LHn00XgviWR4uYJZ8ovBgxmzMnkyU/+//HL4pFbaYu+n0GrenCnlN21iuYMXXqCS98ILGS4QhI4JXLMmtk/Hb61cGa5/FkshkrfClkvQugnAfQCGiIipj14LoCWAnQHsq5T6Mdf9TAcvN5OuXaltCkqfXRtqargoaNcuuEji1q10rbnrLmq5pk0Ll3rYYmnUiFaCZcuAO+/0HuctWnBx644ZMOnXj5bU+++ne9bddwONG4XvR8eOwVr70tLwCxdLYfCHP3BMPPFEuONFOM522y222BQBzjkHGD6crrKffpr4uV12obD23Xe0JmgLwcaNtMY2bhxfw8iP5SvotnXLLXTNTQVdfiGs26ElGs4/n0J5377Agw8y5nX69OSf69mTSqegelp77MHn/KmnMlHQ738fLumLFtBNZZqXAGaxWOLJS2HLJWjdDOBOsIjx80qpasON8BMA40GLVp1JZqu1kGadrYYN+ZD9/vvsBC5/+CHdEa66Ktg6cOut1PD+5S9MU2wfyJZU2HdfCloffQS8+ab3MQceSJcTHbvoRVERH+KNUhCyNFu3BrsIlpVZYcsSzy67cG589VUmnAgam8m45hqgVy+6wrpdakUY23X44VwMjxwJ/PvfMcvFZZclt95WVtID4phjgGHDUu/ftGkU0MIm4LBER69efA6PHk0X0/PPD1ZUAZzfunalC3ZQDPj22zND5ogRQP/+4fqj62zp8jUA5+oGDeLjbC2WXJPv6d/zTtjyELRud7bHlVLLjeOKlFIzARyolAqh78kftCbUrX0/91xOZpmugfLtt1z49unDydWP8eO5SL79dmbpSifjlsVy/fXMePbvf3srDvbck4qGefMy3/bKlXQ9PPBA/2OUspk1LYn87W+Ml3rkEca13nor585UKS6me2HHjnx1Z5UrLmZczT33MCHB3nszbfudd9JdNgilWPC4uIjCYaps2sRF+LHHpv5ZSzSIUKieMYOeKX/5S3LB5ne/o9V0/PjM9aO6miEFbdpwbGtqaqjgSuaCmEkOOIBbIVFI11wfrzWvltMBgtajSqk4j2BdcwtALXSQ0dC1K18XLozff9RRnMiefTamQaotn3zCRW/nznzwBy0y33oL2G47VqO3WNKlqAj47W/pruSV4W3QIC44M6lU2LCBioI77mD7I0b4H7txY3r17Cz1m5IS4OOPgffe41w8bhxrF338cernatyYcV077cSYmH/8IzH5UcuWXESfey6TFrRpk/y8338PVFQCO3ULTtHtx6uv0oJ2zjmpf9YSLa1bA089xTk1WVr4IUOY/fK11zKTdKuqikqINWuAm26K9xzQ7oM6UUYu6NMnOByiPlJI15zuteazdStvhK1UBC2TfE3vHoSOgZo6NX5/aSljBpRiRqugWkFh+OorurL06kU3lWSap1mzaBHIpYbKUj/ZYw++esUNNGnCRWgyN5cgamoYv/DKK7TCXnstFxY77MB9pubVzfz5jIOwWNwUFVHQevllpkbv149xUalmhAPozvXf/wKXXsr07H/6Ey0D6bpbbd3Ksd2gQXru3cuWUZG3//60plnqHocdxueze+3gRoRriMpK4Jlnatfmhg2s3zVjBmMb3Qm2fv6Zr7aUhsXiT94IW4agdQcYn5VU0KqrtGpFAWjChMT3unQBHn6YLob33Zd+Vfbychbq7NyZmtUwmaeqqqwfvyUzaFdZv/F7ySVUJvzwQ+rnnjqV2tWHHmKSgbIyZtIaOZICV1CCgV9+obAV5E5rsQCcC59+mvFbP/6Y3jlKSjg2X36ZGV3ffJOeA++8k3pc2Jtvcl7vvXPqbrDV1VRKKEWBy1I3KS3lfBdm7PTsyfpr06cHl+MIYvp0utMuXMhXL4vot99SAbDXXum1kQ4zZnArJArpmuvjteaNsAUAIjIQwNUA7kc9FbQ0J5/MQFcv69Xuu9PtZNUqLijT0f5//jndRR56KHw9oaZNM+e+aClsdI0XP3e9IUPodvK//6Wm6Z87F3jsMY7pu+5iEdnXX6fwlizepaaGcTmNGwOnnRa+TUvhomtS1Tb4v0cPjvX//IdW3ffe4+J17tzkn1WKFrFPP+W4bdEy9fZHjqQL4r/+lfx3YslfKivpFqgzACZjxAi6E778sn85Di8WL6ai4aGHKNy98IJ3nJ9SwNix9GTIpaJ27FhuhUQhXXN9vNa8ErYATAMwBMAD9VnQAoDjjqMQ9c033u8PHkz3lfnzmYkoFbZu5SK0R49waYQ1228PzJyZWlsWixc6MLtnT+/3i4uBe++lskG7ziZDAXj8cS6AR45kRrewtYJqamgp/u47KjJslk1LGL76iq+ZElD69mXB2ocfpnXivvsYa2gq1Kqrma1z0iQWTr7llliCo6uvTr3Nykr+xvbbL7Xix5b846efOD7CjseSEroTVlQwJtuP9etpvX3rLSoBbr+dXgcXXkgrbK9e3p+bMYNWr/PPT/FCLJYCI4VSiNlHKbUVwKSo+5EL9tyTAc7ffMPgaC+OPZYBzaNHx2JgAGpDP/+cPvitWtH1cMAAxqmIcIGweTPjWFKhVatwdTwsliCUAv75T6Bbt+AaQAMGMNX1o48C77/PWJkgNm7gouDee+NTDydj2zYuHt5/n7+JCy8M/1lL4aIU6xt17QrsvHNmz73vvlzEXnQRXV/ff5+xOCUlTDigy4KIAO3bA7fdxmQaYb0UTCZN4vPg5pttFs66jhb+BwwI/5mePYHTT6eC6sAD6c6qmTEjVhsR4Pjo0AG44goqhJPNs198wTF54ompXIXFUnjklbBVSBQXM24kWWrWhx5iUOykScB5NcCCX+kK1agRMwcuWkR3xHfeoWtB69Z0AejUKfVixCUl6ScssFg0H39Mof2GG5Iv7kaMoOLg7bc5pg86yP/Y9esZG+AO0A5i1SrGqkyYwNTaN91kF5yWcIwbx5pU11+fnTHTtCndu774gi6Cc+cytXfHjkDv3kD37nQ5rG3CIu0a7medsNQdvvuOwnf79ql97oILmFxl3LiYC/UHH9Bi2rp1rKhx797hvQUAxs/uvDPXIhaLxR8rbEXI4MGMNykv99cgtWrFlMALFwKrVjMz0IUX0h1Ex8OsXcsH9vjxdDM48UTgvPNSXyBUVKRXRNZiMbn9di4ajzsu+bEizJZ1zjnUsG6/vX/K1w0buRAtLQ3Xj8WLWW9m5Urguef4m7BYwvLUU/Q+yGZNKhFaG4LqwtWWVq34unw5rc2WusuECem5tLZsSeF94kRg+HCuJ958k26tTz6ZmoBlsmABa9JZLJZg8i1mq6DQmsZFi4KPKy2lxUlr9i+9ND7xQKtWLI55zz3AqFHUxKYTk7JhA7WtFku6bN7MBcGhh3KshqGkhLXgWrfmg3/LlsRjlAK2bQ1f6HDhQuCMM/ibGTfOClqW1PnwQ2ZYS3chmi/ouo71LbtXIbJiRepWLc3w4ZwPFy2ip0xREWMHazO+y8tzW1/LYqmrWMtWhGhr1vff0wVwu+2Y0cdtkVKKFqvNAFq3Sr+96mrGr1RX85zV1VzYbtjAOIHly8NbDSwWL9atY4KWqipgzhzWvQqTpapRI2YUvPtuulS1asXFAMDkFnusZoIMtwVYKWbZKi/ntn49s3WNGkXB74svGB9psaTK6tWcm8eMoXKrSRMqo/TWuDEVBZqaGo79rVv5d1ERXQAbNMiMG6JSnK+rtvG3sHo12ygu5qtuv7KSv4mNG/m6ZAk/v2FD7ftgiZbKSlqnpk7lHNm0KYWlkhKOARH/sda9O1/HjgW+/JKfTSX2VbNtG71plizheLR1OS2W5EgdrAmcU0RkJYAFIQ9vAyCN8pcZoVDbjrr9ZG13UUr56v5SHF+pEvX3YmL74k1t++I7vkRkA4Cfa3Hu2pDPv8n62HY22g0aW9mct7yoT/fVtptfY0tT3+95obQbuOaKCitsZRARmaiUGmTbLpz2o772IPKpb7Yv3mSzL4X6uyjEtvNpTGeDQruvhdZuPlBo97zQ2o0aG7NlsVgsFovFYrFYLFnAClsWi8VisVgsFovFkgWssJVZnrRtF1z7UV97EPnUN9sXb7LZl0L9XRRi2/k0prNBod3XQms3Hyi0e15o7UaKjdmyWCwWi8VisVgslixgLVsWi8VisVgsFovFkgWssGWxWCwWi8VisVgsWcAKWxaLxWKxWCwWi8WSBaywZbFYLBaLxWKxWCxZwApbGUREJOo+FDr2O/BHREqi7gOQn99RvtybQiCK719ECu5ZJyKlzmve/d4yQa6vK8r7aOcnS31CRLYTkSZR9yOXFNwDKJsoJ7WjfrBH/YCvrw9ZL0SkBcDvIIKHcE8RaZ/P91tETgJwnog0jLovABoKKYu6I0B+3RsRKXZe9RyS0THl3PcSs41c4Pw+uopID5XDFLgisr+INFZK1eR6Ps72d5mk7QMBXCMi3XJ5v3OFiBwH4KAcf6eRzFtRzU9Rjt98QETaRNh2vV2bi8iJYPr38wpJ4Kq3X2iuEZGhInKHiIwEcIuItHMe8DmZoESkn9OHU52FTZkjeGT9OxaRDiLSR0SOFJGyCISdUwH8U0T2AHIrcInIcADvArgJwHa5aDNVRGQEgNcAtAUQ6QPTWST9G8A3AF4TkZNFpF2E/RmB/Lk3RwF4SERGg+N5SKb65MwNtwJ4G8BjIrJXrgQQ5+H6BoCfAEwTkT+LSKMctHscgC8BjBKRRrkUuLL5XYZo+xzwfh8AoHcu2swlzm/2LQC7AijOUZuRzFtRzU9Rjt98QETOB/C9iByU43aHisi9AD4TkRtEZIcctdtVRPYWkWNEZEAW2zkbwEug7DFXKbXJ2V//x5ZSym613ACcBWANgHkAlgKoAvBfAGU5av8cAEsAbARQA+BXAI8D2NF5vyiLbZ8CPoDWO21PAHA8gNIcXLcA6Oa0WwPgGQADzPez3P4ZACqddo+LcgwG9PE3zr15AECniPtyOoCtAD4GBdQJTt/eBHBwrr63PL03ZwLYAuA7AN8CWODMI/8A0D8D517lzE8zAWxyvoeDsn2/ne+8EsD/ANzp/FZqAByZg3t6gdPWRgBfA2jk7M/afJjt7zJE28MAbADwMIDdPN7PyW8ri9enf7P35+o3G9W8FdX8FOX4zYcNQAmA6c69n6fnyRy0ezaAlc4cPQtANYB/5aDd4U6bFc41bwFwaRba2R1cp/4DQE+fY+r0/BR4/VF3oK5vAA4FBa379EQE4FEACwG0NY7LyiACcJCzePq786DtC+BlACsAzAXQyzku4wsMAKc6P9CXAfwewEXOJDEHQJ8cfgcfGpPj6+YDIYv3vQuAH0Ghtquxv8R1XFYXdkn6eKZzT+4B0MXY3wRAMwCNs3mPXH1pD2AiqNXq7OxrAWCEs5D5AcCpBXpvujjj9yk9lgD0AnCL08cPAOyf5rkPB7AawIMA+jn7hgGY5PxOO2TxunoDmAbgMX2PAbQDMBvAtTm4r4c7c+Odznw4FlkWuLL5XSZpV5zXJwB8BGBn472BoBWoW7bveZa/z7Oce3iv6zdbDKCB/k4z+d1GNW9FNT9FNX7zZTN+R4+CVvGPQQEoqwIXgIPBdeTDAHYB0BzA9aDipGu2nkOgsnwjaLU9AcBJAMY43/UJGW7rTHB9uLux7zwANwC4EsCuUX//Wf2Oo+5AXd9ADdsPzsJCT/ZHAPjemagbA2jo7M+GwHMdqHnq69p/PihsrUJskZXJh9AA0C3oKdfDoB9o5fpnDu59EaiFegH0AT7ZmSReRZYFLgCDAKwFcKyx7zZQg/+O871sn63vPUT/9kXM0tjP2P9XAJ8CmAHgEwBH5Kg/XQGUA7jS2FfsvB4OYDGAqQCOKcB7swsoFPzG2Kcf+mc4ff0MwJ4pnrc16IL0KYDervf+AGAbPKwfGbyug5zv/ARjXxPnWq4HcKnz3bfNUvsNQQHrUlAZtBlcQDX2ODYjc0S2vssUrncmgPuNfS+Dz4Bq57u4A65nRV3YAAxx7t1HcBSIzv5bQJfJb8BnUUbvaxTzVpTzU5TjN5820Kq4ElQojwewHB4CV23nDePePuR83z2M904D15at4KwlMnyNOzvnfw7xa7i9wLXja87/GVm/ALgdwBTj/3dBi+kGZ1xVgc+lhPm5PmyRd6Aub6BG7VMA37n2/xkUOOYAmO88IHo472V04e08YBYY/zc0/j7eefguR0yzXOv2QSHnj841mm4UxQDKnAfBlwBKazsZhezPUaC5vw2A3yImcA3IYpunAlhi/P8RuJib7HznVc693ykb33vIPn4MLqivB9AIFAIrnUn9AwDLnPevgbOAyGJfuoDW3ruMMSTGw+ZQUHj9AsYCo0DuzR4A1gG40Pm/get9rUR4CUC7EOfT91RrqW833tMLxfbOOS/J8LWY36l24zvMeP8SZ99SZ6sB42/2y8J9LQLwOYCHnf8vBx/sY/U9BnBUPn+XabT/GYBbnb/fBgWtm8FFzHPG/c7a3JiNDcCOoFvbStDtqQTAKNC6NBO0Pm12/j9Vf/8ZaDeSeSuq+Snq8ZsPm/P99gWf5X2dezIRXEcd7BxTkuE2v3LmJTH2Xee0ucB5fQnGeisDbZ4JrlNO8HjvMWd+bpTB9q4F8Kvz962gx8Xp4LPoSOf6qgH8UX8PUY+FjH7HUXegLm+gcPEgaIa9GNQKXe1M+K8D+B1oFl4Emoi1wJWxQQT6+VYgXntcbPx9GhjD9RGAVhls93QA77n26QfQvc4DKmPtJenLQGcyGuT8f6nzQHgF1NI8hwy7AQDoAwqbw8GYuRXOg7ep8/6Vzvc+D07sXA7HZYnx9xhnPE51xsFRAJoZ9+1ZZ8I9OUt9McfiB+DCqLX5njFuTnS+tz+b+zPYlzLX/5HeG1dfJgH4xrxviF/U/c65N+cnuzf6OkF3p5ON/80HeVNQg53RB5t5j0HL2kxQ4Psn6OJWBcagDACD/i9CTABI63fi1XfEvAzOBRfpJaCG+A+gwPUVqFn9GYY2Od++yzTafsVpvy24QBzh+g1eBC5oHsx029newEXZt+AicDz4jDnOmE+ORExIyZirWy7nLcQrSyOZn6Icv/m0gZ47f3H+HgIKusuccTYaGYynAoWbtaAb32BQMVQD4EUAN4JC92anT4dmqM2jANxt/C/GvHktKHRvl8Fr7AWu024D18d/d81NXUB3xioAg6P+/jM+nqLuQF3fAOwDxu5UI6apfQpAG+OYk50f0sfIsIkUXLSsABcr3Yz95iD+q/PDOcH5P1Nm4RbOq7j23wAKIi1c+7MZiP8JgL8Z/1/ofBcLnNejMtkHMPbka1CQewJcvDVzHfNbcEF7f64fSK7vf5R+OMKVuAQUGqeAvtQtM9j+7u6+ANjP+R28Zb6H+Af5E6DbTpcM34/Tne+rtWt/zu+Nqw39cDsT1Fw/7vMdNgPwHii8tw44n77O7Zz/E5L0gBbnMlAZcKvrvaaZusfO9zoUXPSvBq0sn8AVJwYKQNUAjs7QvSwy9g117qtWxDQGrQFbwEX52Rn8LvU4z8h3mWbbg53fzzjnt7a38V3o39g/nGvPugU50xuA7UELQA2oaHTHyB4ILog/9Br7abaZ9XkLQHvj7wbG31mdn0AFcV/z3FGM34jGkvj8rX9LDyHmSlcCundqC6pWtNbKqmjMWT2Ncb3KeX0S8evIQeB64qUMXX8DOHMxEtdwp4GC/s6ZaMs5Z0tQyJoJrke1IGsqGPYHjQd3RD0+Mj7eou5AfdhAgecS0H1wDIDDnf3mBPWS8xDomIX2tbvO3xCflENPGqWgD+6zWb4P+sFzpjMhdTHe6wbgaGRe2DQfdp8a+4tAf+RqcAE4KAvXq4OYtyD+QWw+uL4C8G0OxmA30Ip3Juhy09D1/oOID5o3Hy4PgdbZjGS8QiyL1jDX/qagS1MVgOdd35V+6OikK/tk8N6ch1jGymOcfaYFJpf3ph8oAJwKauq11WkHMFPfWgB/NY43rZRXgFaZ7ilcp69iBVykPWH8vwvoenZiJu6x6/vdCbQA32HsL3FeBzifuz2NdoeCcUgjQdeUdu7rdn7/vzf6MgpctGwG3QwbpNquc66eoIvRMHABWpqp77IWbW8HWhGXO9d4mvk9OK/HgPPi8ZkY09nc4OGuBc5vf0e8ctH8zY4Es541T7GtfqC2/yoA/RFLQtEcWZy3nM9+CcOlFfECV1bmJ3BBPQ9c1O9k7G8L4Olsjt982MAYxyag0BFnrXT+PgoUoHWSsSagQLTVuTeHZ7g/LQBcBiqfvjR/n4jF/T8MKkp6oHYW1MDPAjgWnJNNpekuSOPZYLbnnGOJc+5Rxvvm83gJgCejHh8ZH29Rd6C+beCi/2Lnb1Pz9TioSc6YS5lrYrgLfID+1asNUNP5To7ugf6hdnP+7wO6MU5CBs3S5j0Aa8osdtpqDC4a1zrfxxbQFWSXLFzrjYgtMk/16NeroNCXtVT44MP6e3DxqNPVXoGARACusfMM6JJT6+8GdFvS6Yp39Gi3PbgYrALwP4/PnwHGZWQkANvoz/PO+HjbeM+tKc72vfEr0dDReb8XKAisBvCAx+d/Cy6ie3m853udAf35CcBzzt99Qet4DVLMCpXkHpsKp7MBzPT4/CmgpvPMFNsNVXLDua7RoDXiDecz54KuvjXOeyktXJy25yAWJzQbnIN1UpydQe1/yt9lLdpub7StLSKfAdjB9fmznXswNBO/sUxvzngyFWdeApcWLr1cSF9z7kloyxZolf0ZXFzXgN4iVyAW29cewCPI4LwFrg86OGOkBsD7MFzEkBgvlbH5CRS0KkEvnAShAUB3pDkX1YUNFKR0TOMvoPeJXq+Is/UC5+j9nf1vgWuKW8CELFUAhqTRbtIxAuBfcJSVMOKmnO9rCVxeQxlsV4+xw8B1k/YI6Atai2uQZkIjxATaAcaY/5frmP3BuTzr2WpzPuai7kBd27wmd2e/Tg7xrjModzHe2w00948G0CRL/WrhTBg1zgQ82HivL5iC+aGga8hgX45z+tEdtLi8Cy4wB2axze6IZQ96wZkUdaD0Zc6POxtWxdagRr0GDKg93nhvV9Df/mVkOKDWaONkxGp9nQvgEDBGZS2cxARwWTcQvwAe5IzN11FLtxvEFt0PIkDTCi4w7nH6PRYUztuBAvMHoBBQ6wx1rv7sBJZnqAEwPOAz2bo3QSUa5sEplQAulP/n3Js3EUsDPAh0Q54Il8tQqteJmEXpc1D46Onc941IX9BK2rbTzmbQyl8Kzpl7g/PlnFR+nwhRcgOxh/uJzvc4HlxMD3f2NwJjbXuneM3HgELOY+Dvb6Dz3dQ4bXRxjuud6neZwbZ7gRaeGud7Pgy0eh3oHD8dhutavmxOP7c5/f7IPWZ9PmNaMfdyru0/CKngAgWPbeAC90hQsBoPeoPsYBy3A7IwbzljZA5iGQgP8bo2c0w7f6c1PznX9w1ovepq7NdWHi1g6vG7JVPjNx82UFmxHvRCehRMPlIFrhvauI79yNn/Ojh3nAjOGwc49yC0sAkmLKsB1ymBnjZO32a4xvbuzj3/EK6QhUy1a3xmH9BSOwy0oo12rj+tNRwS3RQHgGujGuc+ngIqvz4Gn4l11mLqew+i7kC+b6CLRlvE+5UGBacPdwbQl2CihuvAh90qZDnlrjNR/tGZOOaAJud7nL6sSWViqGU/hjj3YASoHUt5EZdmu3pxsRYUukzTdMsstluGWNxJORi4/Dj44FyDLNUccx6G3zvtdTH2NwMtDK8k+fwR4CJhFVJccHqcSwvY98BIU+t8D5eDFsBBiAV4twUfej8547UC1NgtRgYypYExDtrCtoOzbzdQ4HnW+T/od5yxe+OcL1mJhtX6NwIGCt/s3I9NoPvxPFCT3N/j8yldJ2Lay3fBB/rbzvG7ZvMegwu1vzufmQ4qBWaAAlJK3znCldzQLpq7gELeClBACTWXe7QpoOvRS3ClaXbef8O5tvlwFgsAOof9LrPU9k2Ixa2uc9pfkur9zsXmjPvPnf4+DQo1XxjvByqsQEXTB+CiMtSzDrE014/DqaPl7L/S+Y70b1L/ZjI2bxnj9g7Q2r+/8z19i3iBy8t6l/b8hFhyp9ONffeBi/hxoCCvk3l1zMT4zZcNFCIWgFbKrsb+R0Chcl9zrDnfTY3z/Z4Ko04fUsjUB7qlTgGtaPOc+7hXwPHDnfs9GVSi3gJmvl6NFNaRqbZrfG53Z3zfACoF017DIf4Z8Ec4mWfBsgp3g1ZovW6bVBfHVaj7EHUH8nlzflyfOQN0Img9SKq5AoWsSmcArQHjdlIWtMCAzHQ+dyiYxWYp+CD5GCm60KXbtvPZfqDgMc+ZMHbLxbU739fLcAlaObzvB4GuVAudCWRUuvcwZHsXgn7zRxv7tFbyWTAmpxUSF9stwUXvcmd81GpyAxe2Dzjj/UVj/5vgYmSbMx7WgIsKHVcjoHXjbDBO4jwYC540+yJgTMcKMBGA24XqPuch4plqPNP3xjhvmBINKxBzZWkEas2vBwXYqxEfV1Gr63SOecGYo3bLxT0GBaHfg3PiRGc8pKTFRGolN3Z23hsAWoVqFTMKKrQmIT7eQC/A+oACTaXzfWr30LKg7zLLbTcES2JcCWYB+x0ynHwmUxs4f64DcKPz//WgFS9Q4DJ+s/Oc7z2U0AMmPbgUfMYf4HrvIWd8PwjgL2AWR+2mWYQMzluIJTVpDVrWtMBluhQ2dl1r2vMTKNQthqOAdH4nm5z7MBEUOlbDcTMF5/daj9+oN+e3cD/4XNzL2aeF6NbOPf27/o6d1+0QsyI3Mj+TQrulYHa/Gme8HQAKUb6Cj3PPr3X6qhUlnyM1QSvldo3P9nXGZCU4p9baogUqfmqccaTXKQ1Ai+qBoFdHm3TaqQtb5B3I1835cW0Ftb53gJrDleBkfiqSmHFBgeNI0M0j5Yw9oFm1Bq4ijil8vhhMSNAUKdZKyEDbA53Pb0YaGa9Sbd/1g+4AV3KIHF+7gAvlMmQoG1ZAW0cAeNPnvctBbZRX/F5rUMN0D4wg81r2pQuopaoBFyovgQ+v34Pa4/6g8LkBFDxSCl5Poz+9YNSBQbwvegUY25PwG87GvXHOG7ZEw8epzBfpXKdxzO/BTKrpKlVSahveGvqUM6MitZIba+Fo/lHLzGHOOZqBi9KfYAiJzu9+P1DJ8ndwof5PcIGXqQyokbWdiw1AJxhxe6Ci6EZw8e8rcIHufY84W6qCe18kJnS5CFQQjQULsY4Hn/1fwqVYyMA1i3PdcwAc5+w7BjG30KNBl8hznXFf6/nJuV/rQAH8SFApexhicXAng0L9WtTRmCyf624MxlE+4vFeE1AQed3YZyYYSyuJjvP5IjCl+23GvmHwEXwQE/QagMqpY0FBJNW4vJTadX22E2gN24Q0Y90Rvy672RnTtyA+82admZ9qPf6i7kC+bc7k1wxcbL8BZ7HqPLj2BbUL68CFSoss9WE30L1mEahd+DzVSQ9pJmTIRNvOeS5EetahTFx7Wj/gKO97LcZKC69rBhf3NUhMs60fII1q8wDx6UsHMCPmVlAzeqy7DbAOUAViqfhNn/RaT7xhzgFadFbBp+C081vP9L0ZgNRLNJjveboC1vI6t0MamsTato34h3C6v9XISm4glnnxLjgWDfC58SgoCLUCLeyLELMe1Pqao247F5sxP2k3rmbwELiM47WA0By1LMAKCjN9EHOHNhP83A4KYA/AKWycyXsKzouvGdd/OGJxNjWIz1SY9vzkjJUyUBEyBqxrNA2uhTwo8K12+lRal8ZQkuvvDKCn87cWarSS6HU49cWQ4ee4853FuS+DytI4wcfdp1y36/rcCKQv0HsJWrchA7HYdXWLvAP5uDkDbQ6cOhOugdMGsYQPv0F8itYeAM6oZdtliCW6uACMhVkFajQDF/5ggPpRdbHtqNuP+tqzMIYPdK5lgLGvpzNmW2ax3U6gwPUQjAc4Youn9qAg+3AE90QvZPYBNXbP57j9nJRoiPI6c9k2Iiq5Abqf6bnia9B1+GPQ5eY055h+oCvl8Rm+5sjazvWG2CLYFLi+NN4/EMwY2CrD7e6NWGyp+eyf5NzzTBah1ovrGwFMcr33NahM+BnAkRm+xiOd+7kFwGfGfrNsyRugG1tWknpFNZ4C3n8WVFiY33ln1NK13a8fSBR8zKRmA5HhJBEptNvTPL429xlW0Irdl6g7kI+bM7lPBTDS+f//62k4/7dwHu7L4MQ6gO56TzsD68patC2ga8wjzv8lYFrawIU/YunOawCcU9fajrr9qK89C2N4bxh1MkCN7QegEiGjrjAebXdxt2FM9K1A98KcCjquvjR3fr8r4KTDTffBEnZsGX/nrERDrq8z4nucs5IbznlLQXezqaCAPAm0RuhYhB1BC29K6ezzve1cb8b32ByM+dgC4AsAB4PxRbNgJOSpZVsJLq2If+6PAzA+S9fZE4ydHAIq/t4GLUt3Odc8ExlO1Y9YPcQaAJd6vP+Yc3+z6vId9WaMsacB/Gzs1+UwRiPDLrlIFHymgBb6PcHYqvGgy2OdahdW0PK/N1F3IF83ANc4A+U4Y585kHYGNU5fGfuOcibkWtVzch6mZgHBMjA7TbKF/wVgkHDaVb+jbDvq9qO+9pB9DDUBgpaFGjADYDfEskJmLP1+Cn0xfzfHgAvwK1M5R6b6Yzxs9gatATmtVI8MlGiI8jqjajvgXmS95EbQNYPKgzK4XNjAWInFAPbO1v3Odtu52FIcT2VgdrRNzu9nPdLIkJbCvGUKWgc6c/x9qZwjTLvgwnc7cD1xGegGuhYxS+XRoCCWVlIKd7uu+fgixJLkXGzs3xXM7PkOahEDXRc2Y3w9CMYpNQTjQEeBcecpj7EU2y0BM2lOBhWRs5wxnpWsfLloF8xzsA1W0Irdk6g7kK8bgO1BjeEUOOlAnf16oDYA0zlvhFE13v3gy2B/3Av/3sZ7/Y2/Q9dfqAttR91+Hlx7SqUHjGN2cR6i1yLm9rprrvvierAPBhfE85AB14xa3BsBhZ5XQQvA7tn47gLaT6lEQ5TXGVXbqbaLDJbcSKVtxJ4H7no474GLmJQWGlG2nYst3fFkHHssaPEJnQI7A/PWPqCVdiFSiGFJYww/glgK7FMQX8w2tLIgjXZPBRVgNaBi4k1Q0FqT6m8n3zf3fXB9z7c688VQ8Jm5ARkStPzaRbzLs84cuBqZy4Kb83ZBV8RNYMKsvJuDotoi70A+b6B2Zzm4yN7b2K+Dcjs6g7RWcVop9Ecv/FeDqY97gJqJHxCidlBdbTvq9qNqG2mWHnA+2wEUsJY6r7tF2JfmYPrkL52HeibqaKXdH+Mclzr3plbxPMhiiYYorzOqttNtFxkouVHbawbr7X3vjPOUFi5Rtp2LLQPXtx+YwGgtQma5zcC8dSfotrg0lXkrnXZBZdQ/YJQugeH2lc3rBbAHaIX4EXyu/RdZqg8Z4fgzBatr4HgVGPf4Zmfe+BoZeGYma9d1zGFg3cGMCbgRttvAGU/1No17Wvcl6g7k+wa6wugf4GGu94aBC/DDctifxmCWrVXOZDodzGC2a31uO+r2c902alF6ALQq9AAXnZWovVtrbcsgHOz05TNkpkBwbftjPoTa1bIvWSvREOV1RtV2BtpNu+RGBtreEVycv5DqOI+y7Vxstb0+5xz7gsJAKFfoDNzTg8HMqe8hBRfx2rQLuhOmm2kw5XbhbzXNaVbdHIw/cz7S9Z6uA+dfLWxdhpiFJyNFv4PaNfaXIGbVrNPt2i3gO4m6A3VhA+NeZoFZ1G4AgwmPAX16FyDDwdcB/TDrL/wFMQ1u1rWYUbYddfu5bBvIXOkB0OUmbUErw33pjVpqujLVH/MBW8v+7IYslAqI8jqjajuTYy3icd4MKaSZj7LtXGwZHE8CxtQ2zfE97YaQ2Q4zeK0p1Z7LYLtmZuU6m97d6/4Yf3vWe3Le6w0q1bNhWfJt13m/DTJUKDqqdu2W5HuJugN1ZQMtBf9BLF3qKjDeIucaAdD0OwFc4OXUpzrKtqNuP1dtI8LSA/ncl3zqD7JcKiDK64yq7UK85qjbzsUWxfXV0TGcdvbI+j6GanFfQmXHg6FQzWW7UV2v3XK/Rd6BurSB2tp+AM4AF95ZTaHt04cmoKaqBjn2y4+y7ajbz2XbiLD0QD73JZ/6gyyXCojyOqNquxCvOeq2c7FFcX2FNobr+xhK856kLHggAxa9dNqN6nrtlrst8g7YLY0vjTWTahWHUxfbjrr9XLaNCEsP5HNf8qk/yHKpgCivM6q2C/Gao247F1sU11doY7i+j6EU70VBCTxRtWu3FL6jqDtgN7vZLXFDHpUeyKe+5GN/XH3LWKmAKK8zqrYL8ZqjbjsXWxTXV2hjuL6PoTTvSST1ngqtXbuF+G6i7oDd7GY37w15VHogn/qSj/1x9S1jpQKivM6o2i7Ea4667VxsUVxfoY3h+j6GUrwXkdR7KrR27RZuK4LFYslLlFKTwcQLuwL4u4gc5uzf5hzSH6w5s6qQ+pKP/XH1rRLMVHoxgAEARoIpdruBdXSgnKdjiHNFdp1RtV2I1xx127kgiusrtDFc38dQikwDMATAA0qplbZdS5RIyGe+xWKJCBEZBOBlAO0A3APgEwDtwSKu/UGXkCWF1pd87I/TpyKlVI2INADwJzDtbjmAoUqpqWmeM7LrjKrtQrzmqNvOBVFcX6GN4fo+hiyWuoYVtiyWOoCI9ADwZwCnObs2gAv4k5RSUwq1L/nYH6NfhwH4K4BeYAzF9FqeL7LrjKrtQrzmqNvOBVFcX6GN4fo+hiyWuoQVtiyWOoKIFIMZEfuDbiA/KaWWFnpf8rQ/TQC8B7p17JquRcvjvJFdZ1RtF+I1R912Loji+gptDNf3MWSx1BWssGWxWCxZQET6gLVupkXdF4vFYrFYLNFghS2LxWKxWCwWi8ViyQI2G6HFYrFYLBZLFhCRESKiRKRr1H2x1H2csXRb1P2wpIYVtiwWi8VisVgsFoslC1g3QktKiMhAsEp9NYAmSqmtEXfJUs8QkZ8BTFBKnRN1XywWi6U2OEkqSgFsCVtfz2LxQ0TKAFQppaqi7oslPNayZUmVewAsAFACoHfEfbHUM5zaVN0B1CpNusViseQDSqlqpVSlFbQsmcAZS1bQqmNYYcsSGhE5GExlfYmzq1+E3bHUT3YGUAwrbFlciMhtTrxCDxEZKSLrRWS5iFzvvN9LRD4UkU0i8quInG18trWI3C8iU0Vko/PZ90VkV492LheRaSKyWUTWishEETnTeH97EXlWRBaJyBYRWSoib9uYnPqFiDQTkX+IyHzne14hIh+JyO7O+/NF5C0RGSYik0Wk0hlfR7nOkxCzZXx2qIh853x2noicm+PLtGQZY97aSUT+IyLrnO1ZEWlsHFciIrc642CLiMwVkVscy6h5vriYrWTj1DjuGBH52pkf14nIm04tNksOsMKWJRXuAfAYgM8AVMEKW5bM09d5tcKWxY/XwPnnegBTANwjIpcA+BDATwCuA7AOwHPGArcbgBMAjAJwNYD7wNpDX4jIjvrEInIRgIcBfAPgDwBuc9rY22j/dQBHAngCwO8A/BNACwCdM32hlkh5HMBvALwE4LcAHgCwBbE5CqB3x0vguLoJVBS9LSL7hjh/LwCvABgD4Bqw4PBzIrJLhvpvyS9eB9AIwA3g9z4CwK3G+0+D88234Bz1HYDbwXEYRNJxKiIjALwD1lq7DsDdAPYCME5E2tfmoiwhUUrZzW5JNwCngBXo2zr/zwDwTtT9slv92ACcCuBHANsAKADrwYdPo6j7Zrf82MCFiALwqLGvDMAaADUALjD27+wce4vzf0Ow5pl5vq4AKvUxzr63ALwX0IeWznlPjfp+2C27Gyj8XBvw/nxnLBxr7GsFLmg/M/aNcI7r6vHZfY19bZ3xeH/U1263jI4jPW894dr/BoBVzt+7Osc85jrmcWf/AGOfAnCb8X+ycdrUOeYR1/6dAGwGcE/U96gQNmvZsiRFREoA/BXA35VSK53dM2AtW5YMICJa0zcFwBxwbL0J4AIA90bYNUt+8rT+QylVCWAymLDnP8b+n8EFxk7O/1uUUjUAExaIyHYANgL4GYDpblMOYBcR8YtHrQCwFcCRItIkQ9djyU/KARzojBU/flVKvav/UUqtBfBfAENCjI8pSqmvjc+uBMdjt/S7bMlj3BaqsQC2E5HmALTr6YOuY/7uvB4Ff8oRPE4PAy3vr4hIG72ByvPJAA4M131LbbDCliUM5wNoA5qnNTMAdLULDkttEJG9AdwF4E6l1LkAGgP4Qil1HoAJAM4VEYmyj5a841fX/+sALFNKbfPY3woARKRIRK4Skdmgi80qACsBDAAXIpp7weQ/M0Rkuoj8XUT20m8qpbaA7osjAKwSkU+c87bN3OVZ8oTrABwMYJmIfCUifxKRLq5j5nh8bja4tuqU5PzucQwAa+GMWUu9w/19r3VeWwHoArpGz3UdM8fZ7x53JsnGaU/n9UtwzjO3waBF1ZJlrLBlCUREGoF+xS8BaCsMTu8BThQCYBfX8e1E5AMnuPwnERmc+15b6hDXA1gK4E4R0XEvU5z3vgYXwlagt5hUh9wHcI4CGE/zILjgOBvAEaDGdxqM56BSagbogngagPEATgfwrYjcYhzzD3AB8yfQ7fUeADO9km1Y6i5KqVdAK9MVAFYAuBHAdBE5IkNNJBuzlvpFVr7vEONUz29ngnOee7NJWXKAFbYsyfgDgB0BXA5q7PR2n/O+25XwcQDzAGznHPO6iDTMTVctdQlhmvcjAYxyLAYDnLe0sNUEdNnaZIV4Sy05BYyjuUApNVIp9aFS6mMwBisOpdQmpdQrSqnzQeH/HQB/NucxpdQ8pdSDSqkjAfQB0ADAH3NyJZacoZRaqpR6TCl1IhjjtxrAzcYhXtnceoIxhAuz30NLPUGX0+nu2t/d2b8g6MNJxqm2li1VSn3ssX2Vsauw+GKFLYsvItIKtDw8CiYwMLfTwEDNfsbxzQAcA+AvSqkKpdTzoF/wgbntuaWO0AvMzqSFqwHgmNL/7wZgqlJKwQrxltpRDZcGWUROBdDBtS8u7sFxTdTWrwYi0tix9pvMB10WyzLcZ0tEOHF9pnsplFKrACxC/PfcWUSONT7XCsAZAMYqpTblpLOW+sBo5/VK1/4/OK/veX0o5Dj9EEw4dZMTf+8+R5s0+2xJgYQbb7EY3AguUG5USm1wvykiDyDestUTQLlSarmxbyqYgnRMNjtqqZPo2IRK53VXAPOVUhscn/NBAG4zhPhOSqkKAM+LyI2gEG/HlSUMo0Dr1LOge2p/AGeBArzJhyKyzDlmGZja+/dghsINIrIbgE9E5FWwPMFWMKV8BwAjc3AdltzQDMAiEXkdTCKwAYyL2QdM0675GZyP/gVaEy4CXZ9vgcUSEqXUZBF5HsDvHIF9HID9QcH9GaXUVJ+PJh2nSql1IvJ7AM8DmCgi/wPHalcAx4EZWG9OOLMlo1hhy+KJiHQEXQcf8hK0HOYiXthqAmpQTNaDqUctFjeLndd9ATwDWramiEgRWOtoPVjXzQrxltpyFzg/nQla5b8HcDQYb2XyBCiEXQXOW4sAPALgTuf9hWC2uUPA2K8qADMBDFdKvZ7dS7DkkM0A/gXgcAAngpbNOQB+p5R6zDhuJjhW7gUt9XMAnKiUGpvb7lrqARcC+AVMvnMK+Hz8Mzh3+RFqnCqlXhCRJWCNrxsAlIJz2+ewSqKcIPTQsVjiEZGnAZwD1gZZ6nPMM2Cmwu2UUmuciuXvK6XaG8e8CuBrpdTfvc5hKWxEZCwobP0NFO6/BeMdhgI4WSn1rogcAOBZpVQP43PPgFawOyLotsViKXBEZD6AH5VSJ0TcFYvFkufYmC2LJ0qpC5VSDf0ELeeYC5RSopRa4+yaDaCVqyJ5P9DdxmLx4jQAH4Da4SYA9gO1bgca9Ws2ge4SJs3BOkkWi8VisVgseYsVtiwZw3E3HAXgFhEpE5FzwEXx55F2zJK3KKWWKKWOBl2yAGBXpdSBZrFPWCHeYrFYLBZLHcUKW5ZM81swxmYN6Bt8spPW22IJojdYs8hd1NEK8RaLxWKxWOosNkGGJaM4SQwyVfTRUjj0BjBbKVXl8/5vAfwHFOJ/gRXiLRZLhCilukbdB4vFUjewCTIsFkvkiMhEMOHFKVH3xWKxWCwWiyVTWGHLYrFYLBaLxWKxWLKAjdmyWCwWi8VisVgslixghS2LxWKxWCwWi8ViyQJW2LJYLBaLxWKxWCyWLGCFLYvFYrFYLBaLxWLJAlbYslgsFovFYrFYLJYsYIUti8VisVgsFovFYskCVtiyWCwWi8VisVgslizwf/e6mQCSi/gTAAAAAElFTkSuQmCC\n",
+      "text/plain": [
+       "<Figure size 849.6x849.6 with 25 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Lev 6 with m and af with fixed noise = 0.1\n",
+    "fg, ax = dyplot.cornerplot(res, color='blue', \n",
+    "                           show_titles=True,\n",
+    "                           labels=labels,\n",
+    "                           quantiles=(0.05,0.5,0.95),\n",
+    "                           truths =truths,\n",
+    "                           truth_color='red',\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 148,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 849.6x849.6 with 25 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Lev 6 with m and af with fixed noise = 0.01\n",
+    "fg, ax = dyplot.cornerplot(res, color='blue', \n",
+    "                           show_titles=True,\n",
+    "                           labels=labels,\n",
+    "                           quantiles=(0.05,0.5,0.95),\n",
+    "                           truths =truths,\n",
+    "                           truth_color='red',\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 849.6x849.6 with 25 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# Lev 6 with m and af and noise=cte~1\n",
+    "fg, ax = dyplot.cornerplot(res, color='blue', \n",
+    "                           show_titles=True,\n",
+    "                           labels=labels,\n",
+    "                           quantiles=(0.05,0.5,0.95),\n",
+    "                           truths =truths,\n",
+    "                           truth_color='red',\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1165,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 396x396 with 4 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "if not eval(overwrite):\n",
     "    fg.savefig(corner_plot, format = 'png', bbox_inches = 'tight')\n",
     "    if model == 'w-tau-fixed-m-af':\n",
     "        truths=np.concatenate((w,tau))\n",
     "        samples_2=res.samples\n",
-    "        fmass_spin=(samps.T)[-2:].T\n",
+    "        if fitnoise:\n",
+    "            fmass_spin=(samps.T)[-3:-1].T\n",
+    "        else:\n",
+    "            fmass_spin=(samps.T)[-2:].T\n",
     "        #fmass_spin=new_samples[-2:]\n",
     "        fmass_spin_dist=[None]*len(fmass_spin)\n",
     "        labels_mf = np.concatenate((w_lab,tau_lab))\n",
@@ -1320,39 +1807,35 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "corner_plot_extra"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1173,
    "metadata": {},
    "outputs": [],
    "source": [
-    "lnz_truth = ndim * -np.log(2 * 10.)  # analytic evidence solution\n",
-    "fig, axes = dyplot.runplot(res, lnz_truth=lnz_truth)\n",
-    "fig.tight_layout()"
+    "#lnz_truth = ndim * -np.log(2 * 10.)  # analytic evidence solution\n",
+    "#fig, axes = dyplot.runplot(res, lnz_truth=lnz_truth)\n",
+    "#fig.tight_layout()\n",
+    "#if not eval(overwrite):\n",
+    "#    fig.savefig(diagnosis_plot, format = 'png', dpi = 384, bbox_inches = 'tight')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1174,
    "metadata": {},
-   "outputs": [],
-   "source": [
-    "if not eval(overwrite):\n",
-    "    fig.savefig(diagnosis_plot, format = 'png', dpi = 384, bbox_inches = 'tight')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 864x648 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "figband = plt.figure(figsize = (12, 9))\n",
     "plt.plot(timesrd_final_tsh,gwdatanew_re_tsh, \"green\", alpha=0.9, lw=3, label=r'$res_{240}$')\n",
@@ -1371,7 +1854,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1175,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1381,7 +1864,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1176,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1394,113 +1877,70 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1182,
    "metadata": {},
    "outputs": [],
    "source": [
-    "fmass_spin=(samps.T)[:2*(nmax+1)].T\n",
-    "fmass_spin_dist=[None]*len(fmass_spin)\n",
-    "weight=np.exp(res.logwt - res.logz[-1])\n",
-    "for i in range(len(fmass_spin)):\n",
-    "    #fmass_spin_dist[i]=np.concatenate(dict_omega[qnm_model](fmass_spin[i,0],fmass_spin[i,1],2,2))\n",
-    "    mass_dist = mass_from_wtau_loop(fmass_spin[i,:dim],fmass_spin[i,dim:],2,2) \n",
-    "    spin_dist = spin_from_wtau_loop(fmass_spin[i,:dim],fmass_spin[i,dim:],2,2) \n",
-    "    fmass_spin_dist[i]=np.concatenate((mass_dist,spin_dist))\n",
-    "\n",
-    "fmass_spin_dist_v2=np.asarray(fmass_spin_dist)\n",
-    "new_samples = dyfunc.resample_equal(fmass_spin_dist_v2, weight) \n",
-    "figure = corner.corner(new_samples,quantiles=[0.05,0.95],truths=[mf,af,mf,af],smooth=True,color='b',truth_color='r',show_titles=True)\n",
-    "#figure.savefig(corner_plot_extra, format = 'png', bbox_inches = 'tight')"
+    "#fmass_spin"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1180,
    "metadata": {},
    "outputs": [],
    "source": [
-    "weight=np.exp(res.logwt - res.logz[-1])\n"
+    "#fmass_spin=(samps.T)[:2*(nmax+1)].T\n",
+    "#fmass_spin_dist=[None]*len(fmass_spin)\n",
+    "#weight=np.exp(res.logwt - res.logz[-1])\n",
+    "#for i in range(len(fmass_spin)):\n",
+    "    #fmass_spin_dist[i]=np.concatenate(dict_omega[qnm_model](fmass_spin[i,0],fmass_spin[i,1],2,2))\n",
+    "#    mass_dist = mass_from_wtau_loop(fmass_spin[i,:dim],fmass_spin[i,dim:],2,2) \n",
+    "#    spin_dist = spin_from_wtau_loop(fmass_spin[i,:dim],fmass_spin[i,dim:],2,2) \n",
+    "#    fmass_spin_dist[i]=np.concatenate((mass_dist,spin_dist))\n",
+    "\n",
+    "#fmass_spin_dist_v2=np.asarray(fmass_spin_dist)\n",
+    "#new_samples = dyfunc.resample_equal(fmass_spin_dist_v2, weight) \n",
+    "#figure = corner.corner(new_samples,quantiles=[0.05,0.95],truths=[mf,af,mf,af],smooth=True,color='b',truth_color='r',show_titles=True)\n",
+    "#figure.savefig(corner_plot_extra, format = 'png', bbox_inches = 'tight')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1181,
    "metadata": {},
    "outputs": [],
    "source": [
-    "fmass_spin_dist_v2=np.asarray(fmass_spin_dist)\n",
-    "new_samples = dyfunc.resample_equal(fmass_spin_dist_v2, weight) \n",
-    "fmass1=np.concatenate((new_samples[:,0],new_samples[:,1]))\n",
-    "fspin1=np.concatenate((new_samples[:,2],new_samples[:,3]))\n",
-    "new_samples = np.stack((fmass1,fspin1)).T\n",
+    "#fmass_spin_dist_v2=np.asarray(fmass_spin_dist)\n",
+    "#new_samples = dyfunc.resample_equal(fmass_spin_dist_v2, weight) \n",
+    "#fmass1=np.concatenate((new_samples[:,0],new_samples[:,1]))\n",
+    "#fspin1=np.concatenate((new_samples[:,2],new_samples[:,3]))\n",
+    "#new_samples = np.stack((fmass1,fspin1)).T\n",
     "\n",
-    "new_samples_2=new_samples[new_samples[:,0].argsort()]\n",
-    "weight21=np.concatenate((weight,weight))\n",
-    "weight2=weight21[new_samples[:,0].argsort()]\n",
-    "new_samples_3=new_samples_2[np.argmax(new_samples_2[:,0] <= 0.0):np.argmax(new_samples_2[:,0]>=1)]\n",
-    "weight3=weight2[np.argmax(new_samples_2[:,0] <= 0.0):np.argmax(new_samples_2[:,0]>=1)]\n",
+    "#new_samples_2=new_samples[new_samples[:,0].argsort()]\n",
+    "#weight21=np.concatenate((weight,weight))\n",
+    "#weight2=weight21[new_samples[:,0].argsort()]\n",
+    "#new_samples_3=new_samples_2[np.argmax(new_samples_2[:,0] <= 0.0):np.argmax(new_samples_2[:,0]>=1)]\n",
+    "#weight3=weight2[np.argmax(new_samples_2[:,0] <= 0.0):np.argmax(new_samples_2[:,0]>=1)]\n",
     "\n",
-    "new_samples_4=new_samples_3[new_samples_3[:,1].argsort()]\n",
-    "weight4=weight3[new_samples_3[:,1].argsort()]\n",
+    "#new_samples_4=new_samples_3[new_samples_3[:,1].argsort()]\n",
+    "#weight4=weight3[new_samples_3[:,1].argsort()]\n",
     "\n",
-    "new_samples_5=new_samples_4[np.argmax(new_samples_4[:,1] >= 0.):]\n",
-    "weight5=weight4[np.argmax(new_samples_4[:,1] >= 0.0):]\n",
+    "#new_samples_5=new_samples_4[np.argmax(new_samples_4[:,1] >= 0.):]\n",
+    "#weight5=weight4[np.argmax(new_samples_4[:,1] >= 0.0):]\n",
     "\n",
-    "new_samples6 = dyfunc.resample_equal(new_samples_5, weight5)   \n",
+    "#new_samples6 = dyfunc.resample_equal(new_samples_5, weight5)   \n",
     "\n",
-    "figure = corner.corner(new_samples_5,quantiles=[0.05,0.95],truths=[mf,af,mf,af],smooth=True,color='b',truth_color='r',show_titles=True)\n",
+    "#figure = corner.corner(new_samples_5,quantiles=[0.05,0.95],truths=[mf,af,mf,af],smooth=True,color='b',truth_color='r',show_titles=True)\n",
     "#figure.savefig(corner_plot_extra, format = 'png', bbox_inches = 'tight')"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 78,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([182817, 182818, 182819, ..., 134202, 134788, 134013])"
-      ]
-     },
-     "execution_count": 78,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "len(weight)\n",
-    "new_samples[:,0].argsort()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 87,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "133861"
-      ]
-     },
-     "execution_count": 87,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "len(weight)"
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "fmass_spin=(samps.T)[:2*(nmax+1)].T"
-   ]
+   "source": []
   }
  ],
  "metadata": {