{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# SSP templates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# NBVAL_SKIP\n",
    "import os\n",
    "os.environ['SPS_HOME'] = '/home/annalena_data/sps_fsps'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load supported SSP templates\n",
    "\n",
    "This notebook shows how to load and use the supported SSP templates. Currently we have support for custom build SSP templates stored in hdf5 format for which we provide a template based on Bruzual&Charlot2003 models. Additionally we support all SSP templates that the pyPipe3D project uses. Those templates come in astronomy friendly fits file format."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-07-01 12:00:18,722 - rubix - INFO - \n",
      "   ___  __  _____  _____  __\n",
      "  / _ \\/ / / / _ )/  _/ |/_/\n",
      " / , _/ /_/ / _  |/ /_>  <\n",
      "/_/|_|\\____/____/___/_/|_|\n",
      "\n",
      "\n",
      "2025-07-01 12:00:18,723 - rubix - INFO - Rubix version: 0.0.post467+g61e4558.d20250616\n",
      "2025-07-01 12:00:18,723 - rubix - INFO - JAX version: 0.6.0\n",
      "2025-07-01 12:00:18,791 - rubix - INFO - Running on [CpuDevice(id=0)] devices\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "HDF5SSPGrid(age=Array([ 0.       ,  5.100002 ,  5.1500006,  5.1999993,  5.25     ,\n",
       "        5.3000016,  5.350002 ,  5.4000006,  5.4500012,  5.500002 ,\n",
       "        5.550002 ,  5.600002 ,  5.6500025,  5.700002 ,  5.750002 ,\n",
       "        5.8000026,  5.850003 ,  5.900003 ,  5.950003 ,  6.       ,\n",
       "        6.0200005,  6.040001 ,  6.0599985,  6.0799985,  6.100002 ,\n",
       "        6.120001 ,  6.1399984,  6.16     ,  6.18     ,  6.1999993,\n",
       "        6.2200007,  6.24     ,  6.2599998,  6.2799997,  6.2999997,\n",
       "        6.3199987,  6.3399997,  6.3600006,  6.3799996,  6.3999987,\n",
       "        6.4200006,  6.44     ,  6.4599996,  6.4799995,  6.499999 ,\n",
       "        6.52     ,  6.539999 ,  6.56     ,  6.5799994,  6.6      ,\n",
       "        6.6199994,  6.6399994,  6.66     ,  6.679999 ,  6.699999 ,\n",
       "        6.72     ,  6.7399993,  6.7599993,  6.7799997,  6.799999 ,\n",
       "        6.819999 ,  6.839999 ,  6.8599997,  6.879999 ,  6.899999 ,\n",
       "        6.919999 ,  6.939999 ,  6.959999 ,  6.9799986,  6.999999 ,\n",
       "        7.0200005,  7.040001 ,  7.0599985,  7.0799985,  7.099998 ,\n",
       "        7.119998 ,  7.1399984,  7.16     ,  7.18     ,  7.1999993,\n",
       "        7.2199984,  7.24     ,  7.2599998,  7.2799997,  7.2999997,\n",
       "        7.3199987,  7.3399997,  7.3599987,  7.3799996,  7.3999987,\n",
       "        7.4199986,  7.4399986,  7.462398 ,  7.4771214,  7.4913616,\n",
       "        7.50515  ,  7.518514 ,  7.531479 ,  7.544068 ,  7.5563025,\n",
       "        7.5682015,  7.5797834,  7.5910645,  7.60206  ,  7.628389 ,\n",
       "        7.6532125,  7.6766934,  7.69897  ,  7.7201595,  7.7403626,\n",
       "        7.7565446,  7.806545 ,  7.8565454,  7.906545 ,  7.9565454,\n",
       "        8.006543 ,  8.056546 ,  8.1065445,  8.156547 ,  8.206545 ,\n",
       "        8.256547 ,  8.306547 ,  8.356546 ,  8.406547 ,  8.456547 ,\n",
       "        8.506547 ,  8.556547 ,  8.606546 ,  8.656548 ,  8.706548 ,\n",
       "        8.756548 ,  8.806548 ,  8.856548 ,  8.9065485,  8.956549 ,\n",
       "        9.006547 ,  9.05655  ,  9.106548 ,  9.156549 ,  9.206551 ,\n",
       "        9.225309 ,  9.230449 ,  9.255273 ,  9.278753 ,  9.30103  ,\n",
       "        9.322219 ,  9.3424225,  9.361728 ,  9.380211 ,  9.39794  ,\n",
       "        9.414973 ,  9.439333 ,  9.477121 ,  9.511884 ,  9.544068 ,\n",
       "        9.574031 ,  9.60206  ,  9.628389 ,  9.653213 ,  9.676694 ,\n",
       "        9.69897  ,  9.72016  ,  9.740363 ,  9.759667 ,  9.7781515,\n",
       "        9.79588  ,  9.812913 ,  9.829304 ,  9.8450985,  9.860338 ,\n",
       "        9.875061 ,  9.889301 ,  9.90309  ,  9.916454 ,  9.929419 ,\n",
       "        9.942008 ,  9.954243 ,  9.966142 ,  9.977724 ,  9.989004 ,\n",
       "       10.       , 10.010724 , 10.02119  , 10.031408 , 10.041392 ,\n",
       "       10.051152 , 10.060698 , 10.070038 , 10.079182 , 10.088136 ,\n",
       "       10.09691  , 10.10551  , 10.113943 , 10.122216 , 10.130334 ,\n",
       "       10.138303 , 10.146128 , 10.153815 , 10.161368 , 10.168792 ,\n",
       "       10.176091 , 10.1832695, 10.190331 , 10.197281 , 10.20412  ,\n",
       "       10.210854 , 10.2174835, 10.224015 , 10.230449 , 10.236789 ,\n",
       "       10.243038 , 10.249198 , 10.255273 , 10.261263 , 10.267172 ,\n",
       "       10.273002 , 10.278753 , 10.2844305, 10.290034 , 10.2955675,\n",
       "       10.30103  ], dtype=float32), metallicity=Array([0.0001, 0.0004, 0.004 , 0.008 , 0.02  , 0.05  ], dtype=float32), wavelength=Array([   91.,    94.,    96.,    98.,   100.,   102.,   104.,   106.,\n",
       "         108.,   110.,   114.,   118.,   121.,   125.,   127.,   128.,\n",
       "         131.,   132.,   134.,   137.,   140.,   143.,   147.,   151.,\n",
       "         155.,   159.,   162.,   166.,   170.,   173.,   177.,   180.,\n",
       "         182.,   186.,   191.,   194.,   198.,   202.,   205.,   210.,\n",
       "         216.,   220.,   223.,   227.,   230.,   234.,   240.,   246.,\n",
       "         252.,   257.,   260.,   264.,   269.,   274.,   279.,   284.,\n",
       "         290.,   296.,   301.,   308.,   318.,   328.,   338.,   348.,\n",
       "         357.,   366.,   375.,   385.,   395.,   405.,   414.,   422.,\n",
       "         430.,   441.,   451.,   460.,   470.,   480.,   490.,   500.,\n",
       "         506.,   512.,   520.,   530.,   540.,   550.,   560.,   570.,\n",
       "         580.,   590.,   600.,   610.,   620.,   630.,   640.,   650.,\n",
       "         658.,   665.,   675.,   685.,   695.,   705.,   716.,   726.,\n",
       "         735.,   745.,   755.,   765.,   775.,   785.,   795.,   805.,\n",
       "         815.,   825.,   835.,   845.,   855.,   865.,   875.,   885.,\n",
       "         895.,   905.,   915.,   925.,   935.,   945.,   955.,   965.,\n",
       "         975.,   985.,   995.,  1005.,  1015.,  1025.,  1035.,  1045.,\n",
       "        1055.,  1065.,  1075.,  1085.,  1095.,  1105.,  1115.,  1125.,\n",
       "        1135.,  1145.,  1155.,  1165.,  1175.,  1185.,  1195.,  1205.,\n",
       "        1215.,  1225.,  1235.,  1245.,  1255.,  1265.,  1275.,  1285.,\n",
       "        1295.,  1305.,  1315.,  1325.,  1335.,  1345.,  1355.,  1365.,\n",
       "        1375.,  1385.,  1395.,  1405.,  1415.,  1425.,  1435.,  1442.,\n",
       "        1447.,  1455.,  1465.,  1475.,  1485.,  1495.,  1505.,  1512.,\n",
       "        1517.,  1525.,  1535.,  1545.,  1555.,  1565.,  1575.,  1585.,\n",
       "        1595.,  1605.,  1615.,  1625.,  1635.,  1645.,  1655.,  1665.,\n",
       "        1672.,  1677.,  1685.,  1695.,  1705.,  1715.,  1725.,  1735.,\n",
       "        1745.,  1755.,  1765.,  1775.,  1785.,  1795.,  1805.,  1815.,\n",
       "        1825.,  1835.,  1845.,  1855.,  1865.,  1875.,  1885.,  1895.,\n",
       "        1905.,  1915.,  1925.,  1935.,  1945.,  1955.,  1967.,  1976.,\n",
       "        1984.,  1995.,  2005.,  2015.,  2025.,  2035.,  2045.,  2055.,\n",
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       "        2135.,  2145.,  2155.,  2165.,  2175.,  2185.,  2195.,  2205.,\n",
       "        2215.,  2225.,  2235.,  2245.,  2255.,  2265.,  2275.,  2285.,\n",
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       "        2375.,  2385.,  2395.,  2405.,  2415.,  2425.,  2435.,  2445.,\n",
       "        2455.,  2465.,  2475.,  2485.,  2495.,  2505.,  2513.,  2518.,\n",
       "        2525.,  2535.,  2545.,  2555.,  2565.,  2575.,  2585.,  2595.,\n",
       "        2605.,  2615.,  2625.,  2635.,  2645.,  2655.,  2665.,  2675.,\n",
       "        2685.,  2695.,  2705.,  2715.,  2725.,  2735.,  2745.,  2755.,\n",
       "        2765.,  2775.,  2785.,  2795.,  2805.,  2815.,  2825.,  2835.,\n",
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       "        2950.,  2970.,  2990.,  3010.,  3030.,  3050.,  3070.,  3090.,\n",
       "        3110.,  3130.,  3150.,  3170.,  3190.,  3210.,  3230.,  3250.,\n",
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       "        5010.,  5030.,  5050.,  5070.,  5090.,  5110.,  5130.,  5150.,\n",
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       "        6130.,  6150.,  6170.,  6190.,  6210.,  6230.,  6250.,  6270.,\n",
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       "        7410.,  7430.,  7450.,  7470.,  7490.,  7510.,  7530.,  7550.,\n",
       "        7570.,  7590.,  7610.,  7630.,  7650.,  7670.,  7690.,  7710.,\n",
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       "        7890.,  7910.,  7930.,  7950.,  7970.,  7990.,  8010.,  8030.,\n",
       "        8050.,  8070.,  8090.,  8110.,  8130.,  8150.,  8170.,  8190.,\n",
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       "        8370.,  8390.,  8410.,  8430.,  8450.,  8470.,  8490.,  8510.,\n",
       "        8530.,  8550.,  8570.,  8590.,  8610.,  8630.,  8650.,  8670.,\n",
       "        8690.,  8710.,  8730.,  8750.,  8770.,  8790.,  8810.,  8830.,\n",
       "        8850.,  8870.,  8890.,  8910.,  8930.,  8950.,  8970.,  8990.,\n",
       "        9010.,  9030.,  9050.,  9070.,  9090.,  9110.,  9130.,  9150.,\n",
       "        9170.,  9190.,  9210.,  9230.,  9250.,  9270.,  9290.,  9310.,\n",
       "        9330.,  9350.,  9370.,  9390.,  9410.,  9430.,  9450.,  9470.,\n",
       "        9490.,  9510.,  9530.,  9550.,  9570.,  9590.,  9610.,  9630.,\n",
       "        9650.,  9670.,  9690.,  9710.,  9730.,  9750.,  9770.,  9790.,\n",
       "        9810.,  9830.,  9850.,  9870.,  9890.,  9910.,  9930.,  9950.,\n",
       "        9970.,  9990., 10025., 10075., 10125., 10175., 10225., 10275.,\n",
       "       10325., 10375., 10425., 10475., 10525., 10575., 10625., 10675.,\n",
       "       10725., 10775., 10825., 10875., 10925., 10975., 11025., 11075.,\n",
       "       11125., 11175., 11225., 11275., 11325., 11375., 11425., 11475.,\n",
       "       11525., 11575., 11625., 11675., 11725., 11775., 11825., 11875.,\n",
       "       11925., 11975., 12025., 12075., 12125., 12175., 12225., 12275.,\n",
       "       12325., 12375., 12425., 12475., 12525., 12575., 12625., 12675.,\n",
       "       12725., 12775., 12825., 12875., 12925., 12975., 13025., 13075.,\n",
       "       13125., 13175., 13225., 13275., 13325., 13375., 13425., 13475.,\n",
       "       13525., 13575., 13625., 13675., 13725., 13775., 13825., 13875.,\n",
       "       13925., 13975., 14025., 14075., 14125., 14175., 14225., 14275.,\n",
       "       14325., 14375., 14425., 14475., 14525., 14570., 14620., 14675.,\n",
       "       14725., 14775., 14825., 14875., 14925., 14975., 15025., 15075.,\n",
       "       15125., 15175., 15225., 15275., 15325., 15375., 15425., 15475.,\n",
       "       15525., 15575., 15625., 15675., 15725., 15775., 15825., 15875.,\n",
       "       15925., 15975., 16050., 16150., 16250., 16350., 16450., 16550.,\n",
       "       16650., 16750., 16850., 16950., 17050., 17150., 17250., 17350.,\n",
       "       17450., 17550., 17650., 17750., 17850., 17950., 18050., 18150.,\n",
       "       18250., 18350., 18450., 18550., 18650., 18750., 18850., 18950.,\n",
       "       19050., 19150., 19250., 19350., 19450., 19550., 19650., 19750.,\n",
       "       19850., 19950.], dtype=float32), flux=Array([[[9.08833684e-08, 1.93420703e-07, 3.10973348e-07, ...,\n",
       "         1.92249590e-05, 1.88633931e-05, 1.85086974e-05],\n",
       "        [9.08833684e-08, 1.93420703e-07, 3.10973348e-07, ...,\n",
       "         1.92249590e-05, 1.88633931e-05, 1.85086974e-05],\n",
       "        [9.08833684e-08, 1.93420703e-07, 3.10973348e-07, ...,\n",
       "         1.92249590e-05, 1.88633931e-05, 1.85086974e-05],\n",
       "        ...,\n",
       "        [5.92562333e-10, 8.93100538e-10, 1.15493171e-09, ...,\n",
       "         2.39835890e-06, 2.35784546e-06, 2.32140042e-06],\n",
       "        [5.92806859e-10, 8.92882435e-10, 1.15413190e-09, ...,\n",
       "         2.37455151e-06, 2.33498645e-06, 2.29807620e-06],\n",
       "        [5.95643035e-10, 8.97048713e-10, 1.15942633e-09, ...,\n",
       "         2.35168159e-06, 2.31248464e-06, 2.27596547e-06]],\n",
       "\n",
       "       [[2.11160405e-08, 4.68378190e-08, 7.72740307e-08, ...,\n",
       "         2.08794318e-05, 2.04886637e-05, 2.01090988e-05],\n",
       "        [2.11160405e-08, 4.68378190e-08, 7.72740307e-08, ...,\n",
       "         2.08794318e-05, 2.04886637e-05, 2.01090988e-05],\n",
       "        [2.11160405e-08, 4.68378190e-08, 7.72740307e-08, ...,\n",
       "         2.08794318e-05, 2.04886637e-05, 2.01090988e-05],\n",
       "        ...,\n",
       "        [5.63963209e-10, 8.50090109e-10, 1.09938125e-09, ...,\n",
       "         2.57541342e-06, 2.53532630e-06, 2.49656500e-06],\n",
       "        [5.59437219e-10, 8.43146331e-10, 1.09030318e-09, ...,\n",
       "         2.55510099e-06, 2.51477172e-06, 2.47722096e-06],\n",
       "        [5.78517234e-10, 8.71934414e-10, 1.12751075e-09, ...,\n",
       "         2.53303801e-06, 2.49305162e-06, 2.45587876e-06]],\n",
       "\n",
       "       [[1.11427291e-10, 2.75856810e-10, 4.93186603e-10, ...,\n",
       "         3.00550819e-05, 2.95078007e-05, 2.89541367e-05],\n",
       "        [1.11427291e-10, 2.75856810e-10, 4.93186603e-10, ...,\n",
       "         3.00550819e-05, 2.95078007e-05, 2.89541367e-05],\n",
       "        [1.11427291e-10, 2.75856810e-10, 4.93186603e-10, ...,\n",
       "         3.00550819e-05, 2.95078007e-05, 2.89541367e-05],\n",
       "        ...,\n",
       "        [1.51815840e-08, 1.92815222e-08, 2.29955877e-08, ...,\n",
       "         3.14909880e-06, 3.10474729e-06, 3.06152378e-06],\n",
       "        [1.55623212e-08, 1.97692778e-08, 2.35827819e-08, ...,\n",
       "         3.12075917e-06, 3.07683240e-06, 3.03407387e-06],\n",
       "        [1.56620601e-08, 1.98958627e-08, 2.37337012e-08, ...,\n",
       "         3.10205382e-06, 3.05840922e-06, 3.01598016e-06]],\n",
       "\n",
       "       [[6.33916183e-11, 1.56637481e-10, 2.80225038e-10, ...,\n",
       "         3.40314473e-05, 3.34144715e-05, 3.28001406e-05],\n",
       "        [6.33916183e-11, 1.56637481e-10, 2.80225038e-10, ...,\n",
       "         3.40314473e-05, 3.34144715e-05, 3.28001406e-05],\n",
       "        [6.33916183e-11, 1.56637481e-10, 2.80225038e-10, ...,\n",
       "         3.40314473e-05, 3.34144715e-05, 3.28001406e-05],\n",
       "        ...,\n",
       "        [1.13446195e-08, 1.44345762e-08, 1.72374950e-08, ...,\n",
       "         3.58108127e-06, 3.53232667e-06, 3.49160928e-06],\n",
       "        [1.14191590e-08, 1.45293875e-08, 1.73506933e-08, ...,\n",
       "         3.54622898e-06, 3.49792595e-06, 3.45767330e-06],\n",
       "        [1.14927898e-08, 1.46229295e-08, 1.74622912e-08, ...,\n",
       "         3.51071185e-06, 3.46286311e-06, 3.42306453e-06]],\n",
       "\n",
       "       [[1.03717389e-14, 2.60376945e-14, 6.23507932e-14, ...,\n",
       "         4.28130661e-05, 4.20417018e-05, 4.12843074e-05],\n",
       "        [1.03717389e-14, 2.60376945e-14, 6.23507932e-14, ...,\n",
       "         4.28130661e-05, 4.20417018e-05, 4.12843074e-05],\n",
       "        [1.03717389e-14, 2.60376945e-14, 6.23507932e-14, ...,\n",
       "         4.28130661e-05, 4.20417018e-05, 4.12843074e-05],\n",
       "        ...,\n",
       "        [2.74051143e-10, 4.33427960e-10, 5.86995785e-10, ...,\n",
       "         3.62579908e-06, 3.56578244e-06, 3.53157429e-06],\n",
       "        [2.80006740e-10, 4.42861414e-10, 5.99826022e-10, ...,\n",
       "         3.59876890e-06, 3.53911469e-06, 3.50530217e-06],\n",
       "        [2.81731083e-10, 4.45578630e-10, 6.03499362e-10, ...,\n",
       "         3.57047224e-06, 3.51121457e-06, 3.47779246e-06]],\n",
       "\n",
       "       [[2.64753693e-18, 8.02830980e-18, 2.30857457e-17, ...,\n",
       "         5.49388205e-05, 5.39541179e-05, 5.29583958e-05],\n",
       "        [2.64753693e-18, 8.02830980e-18, 2.30857457e-17, ...,\n",
       "         5.49388205e-05, 5.39541179e-05, 5.29583958e-05],\n",
       "        [2.69226858e-18, 8.17344360e-18, 2.35313512e-17, ...,\n",
       "         5.90876080e-05, 5.80271771e-05, 5.69552649e-05],\n",
       "        ...,\n",
       "        [2.86055124e-10, 4.52389348e-10, 6.12669249e-10, ...,\n",
       "         3.57395697e-06, 3.51914946e-06, 3.49452603e-06],\n",
       "        [2.92348756e-10, 4.62365729e-10, 6.26242114e-10, ...,\n",
       "         3.54419944e-06, 3.48981166e-06, 3.46525371e-06],\n",
       "        [2.94150426e-10, 4.65220779e-10, 6.30102970e-10, ...,\n",
       "         3.51500717e-06, 3.46103275e-06, 3.43656484e-06]]], dtype=float32))"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "from rubix.spectra.ssp.templates import BruzualCharlot2003\n",
    "\n",
    "BruzualCharlot2003"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 0.         5.100002   5.1500006  5.1999993  5.25       5.3000016\n",
      "  5.350002   5.4000006  5.4500012  5.500002   5.550002   5.600002\n",
      "  5.6500025  5.700002   5.750002   5.8000026  5.850003   5.900003\n",
      "  5.950003   6.         6.0200005  6.040001   6.0599985  6.0799985\n",
      "  6.100002   6.120001   6.1399984  6.16       6.18       6.1999993\n",
      "  6.2200007  6.24       6.2599998  6.2799997  6.2999997  6.3199987\n",
      "  6.3399997  6.3600006  6.3799996  6.3999987  6.4200006  6.44\n",
      "  6.4599996  6.4799995  6.499999   6.52       6.539999   6.56\n",
      "  6.5799994  6.6        6.6199994  6.6399994  6.66       6.679999\n",
      "  6.699999   6.72       6.7399993  6.7599993  6.7799997  6.799999\n",
      "  6.819999   6.839999   6.8599997  6.879999   6.899999   6.919999\n",
      "  6.939999   6.959999   6.9799986  6.999999   7.0200005  7.040001\n",
      "  7.0599985  7.0799985  7.099998   7.119998   7.1399984  7.16\n",
      "  7.18       7.1999993  7.2199984  7.24       7.2599998  7.2799997\n",
      "  7.2999997  7.3199987  7.3399997  7.3599987  7.3799996  7.3999987\n",
      "  7.4199986  7.4399986  7.462398   7.4771214  7.4913616  7.50515\n",
      "  7.518514   7.531479   7.544068   7.5563025  7.5682015  7.5797834\n",
      "  7.5910645  7.60206    7.628389   7.6532125  7.6766934  7.69897\n",
      "  7.7201595  7.7403626  7.7565446  7.806545   7.8565454  7.906545\n",
      "  7.9565454  8.006543   8.056546   8.1065445  8.156547   8.206545\n",
      "  8.256547   8.306547   8.356546   8.406547   8.456547   8.506547\n",
      "  8.556547   8.606546   8.656548   8.706548   8.756548   8.806548\n",
      "  8.856548   8.9065485  8.956549   9.006547   9.05655    9.106548\n",
      "  9.156549   9.206551   9.225309   9.230449   9.255273   9.278753\n",
      "  9.30103    9.322219   9.3424225  9.361728   9.380211   9.39794\n",
      "  9.414973   9.439333   9.477121   9.511884   9.544068   9.574031\n",
      "  9.60206    9.628389   9.653213   9.676694   9.69897    9.72016\n",
      "  9.740363   9.759667   9.7781515  9.79588    9.812913   9.829304\n",
      "  9.8450985  9.860338   9.875061   9.889301   9.90309    9.916454\n",
      "  9.929419   9.942008   9.954243   9.966142   9.977724   9.989004\n",
      " 10.        10.010724  10.02119   10.031408  10.041392  10.051152\n",
      " 10.060698  10.070038  10.079182  10.088136  10.09691   10.10551\n",
      " 10.113943  10.122216  10.130334  10.138303  10.146128  10.153815\n",
      " 10.161368  10.168792  10.176091  10.1832695 10.190331  10.197281\n",
      " 10.20412   10.210854  10.2174835 10.224015  10.230449  10.236789\n",
      " 10.243038  10.249198  10.255273  10.261263  10.267172  10.273002\n",
      " 10.278753  10.2844305 10.290034  10.2955675 10.30103  ]\n"
     ]
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "print(BruzualCharlot2003.age)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load SSP template via custom config\n",
    "\n",
    "This shows how to use a custom configuration to load an SSP template that is stored under some file location on your disk."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# NBVAL_SKIP\n",
    "config = {\n",
    "        \"name\": \"Bruzual & Charlot (2003)\",\n",
    "        \"format\": \"HDF5\",\n",
    "        \"source\": \"https://www.bruzual.org/bc03/\",\n",
    "        \"file_name\": \"BC03lr.h5\",\n",
    "        \"fields\": {\n",
    "            \"age\": {\n",
    "                \"name\": \"age\",\n",
    "                \"units\": \"Gyr\",\n",
    "                \"in_log\": False\n",
    "            },\n",
    "            \"metallicity\": {\n",
    "                \"name\": \"metallicity\",\n",
    "                \"units\": \"\",\n",
    "                \"in_log\": False\n",
    "            },\n",
    "            \"wavelength\": {\n",
    "                \"name\": \"wavelength\",\n",
    "                \"units\": \"Angstrom\",\n",
    "                \"in_log\": False\n",
    "            },\n",
    "            \"flux\": {\n",
    "                \"name\": \"flux\",\n",
    "                \"units\": \"Lsun/Angstrom\",\n",
    "                \"in_log\": False\n",
    "            }\n",
    "        }\n",
    "    }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "HDF5SSPGrid(age=Array([ 0.       ,  5.100002 ,  5.1500006,  5.1999993,  5.25     ,\n",
       "        5.3000016,  5.350002 ,  5.4000006,  5.4500012,  5.500002 ,\n",
       "        5.550002 ,  5.600002 ,  5.6500025,  5.700002 ,  5.750002 ,\n",
       "        5.8000026,  5.850003 ,  5.900003 ,  5.950003 ,  6.       ,\n",
       "        6.0200005,  6.040001 ,  6.0599985,  6.0799985,  6.100002 ,\n",
       "        6.120001 ,  6.1399984,  6.16     ,  6.18     ,  6.1999993,\n",
       "        6.2200007,  6.24     ,  6.2599998,  6.2799997,  6.2999997,\n",
       "        6.3199987,  6.3399997,  6.3600006,  6.3799996,  6.3999987,\n",
       "        6.4200006,  6.44     ,  6.4599996,  6.4799995,  6.499999 ,\n",
       "        6.52     ,  6.539999 ,  6.56     ,  6.5799994,  6.6      ,\n",
       "        6.6199994,  6.6399994,  6.66     ,  6.679999 ,  6.699999 ,\n",
       "        6.72     ,  6.7399993,  6.7599993,  6.7799997,  6.799999 ,\n",
       "        6.819999 ,  6.839999 ,  6.8599997,  6.879999 ,  6.899999 ,\n",
       "        6.919999 ,  6.939999 ,  6.959999 ,  6.9799986,  6.999999 ,\n",
       "        7.0200005,  7.040001 ,  7.0599985,  7.0799985,  7.099998 ,\n",
       "        7.119998 ,  7.1399984,  7.16     ,  7.18     ,  7.1999993,\n",
       "        7.2199984,  7.24     ,  7.2599998,  7.2799997,  7.2999997,\n",
       "        7.3199987,  7.3399997,  7.3599987,  7.3799996,  7.3999987,\n",
       "        7.4199986,  7.4399986,  7.462398 ,  7.4771214,  7.4913616,\n",
       "        7.50515  ,  7.518514 ,  7.531479 ,  7.544068 ,  7.5563025,\n",
       "        7.5682015,  7.5797834,  7.5910645,  7.60206  ,  7.628389 ,\n",
       "        7.6532125,  7.6766934,  7.69897  ,  7.7201595,  7.7403626,\n",
       "        7.7565446,  7.806545 ,  7.8565454,  7.906545 ,  7.9565454,\n",
       "        8.006543 ,  8.056546 ,  8.1065445,  8.156547 ,  8.206545 ,\n",
       "        8.256547 ,  8.306547 ,  8.356546 ,  8.406547 ,  8.456547 ,\n",
       "        8.506547 ,  8.556547 ,  8.606546 ,  8.656548 ,  8.706548 ,\n",
       "        8.756548 ,  8.806548 ,  8.856548 ,  8.9065485,  8.956549 ,\n",
       "        9.006547 ,  9.05655  ,  9.106548 ,  9.156549 ,  9.206551 ,\n",
       "        9.225309 ,  9.230449 ,  9.255273 ,  9.278753 ,  9.30103  ,\n",
       "        9.322219 ,  9.3424225,  9.361728 ,  9.380211 ,  9.39794  ,\n",
       "        9.414973 ,  9.439333 ,  9.477121 ,  9.511884 ,  9.544068 ,\n",
       "        9.574031 ,  9.60206  ,  9.628389 ,  9.653213 ,  9.676694 ,\n",
       "        9.69897  ,  9.72016  ,  9.740363 ,  9.759667 ,  9.7781515,\n",
       "        9.79588  ,  9.812913 ,  9.829304 ,  9.8450985,  9.860338 ,\n",
       "        9.875061 ,  9.889301 ,  9.90309  ,  9.916454 ,  9.929419 ,\n",
       "        9.942008 ,  9.954243 ,  9.966142 ,  9.977724 ,  9.989004 ,\n",
       "       10.       , 10.010724 , 10.02119  , 10.031408 , 10.041392 ,\n",
       "       10.051152 , 10.060698 , 10.070038 , 10.079182 , 10.088136 ,\n",
       "       10.09691  , 10.10551  , 10.113943 , 10.122216 , 10.130334 ,\n",
       "       10.138303 , 10.146128 , 10.153815 , 10.161368 , 10.168792 ,\n",
       "       10.176091 , 10.1832695, 10.190331 , 10.197281 , 10.20412  ,\n",
       "       10.210854 , 10.2174835, 10.224015 , 10.230449 , 10.236789 ,\n",
       "       10.243038 , 10.249198 , 10.255273 , 10.261263 , 10.267172 ,\n",
       "       10.273002 , 10.278753 , 10.2844305, 10.290034 , 10.2955675,\n",
       "       10.30103  ], dtype=float32), metallicity=Array([0.0001, 0.0004, 0.004 , 0.008 , 0.02  , 0.05  ], dtype=float32), wavelength=Array([   91.,    94.,    96.,    98.,   100.,   102.,   104.,   106.,\n",
       "         108.,   110.,   114.,   118.,   121.,   125.,   127.,   128.,\n",
       "         131.,   132.,   134.,   137.,   140.,   143.,   147.,   151.,\n",
       "         155.,   159.,   162.,   166.,   170.,   173.,   177.,   180.,\n",
       "         182.,   186.,   191.,   194.,   198.,   202.,   205.,   210.,\n",
       "         216.,   220.,   223.,   227.,   230.,   234.,   240.,   246.,\n",
       "         252.,   257.,   260.,   264.,   269.,   274.,   279.,   284.,\n",
       "         290.,   296.,   301.,   308.,   318.,   328.,   338.,   348.,\n",
       "         357.,   366.,   375.,   385.,   395.,   405.,   414.,   422.,\n",
       "         430.,   441.,   451.,   460.,   470.,   480.,   490.,   500.,\n",
       "         506.,   512.,   520.,   530.,   540.,   550.,   560.,   570.,\n",
       "         580.,   590.,   600.,   610.,   620.,   630.,   640.,   650.,\n",
       "         658.,   665.,   675.,   685.,   695.,   705.,   716.,   726.,\n",
       "         735.,   745.,   755.,   765.,   775.,   785.,   795.,   805.,\n",
       "         815.,   825.,   835.,   845.,   855.,   865.,   875.,   885.,\n",
       "         895.,   905.,   915.,   925.,   935.,   945.,   955.,   965.,\n",
       "         975.,   985.,   995.,  1005.,  1015.,  1025.,  1035.,  1045.,\n",
       "        1055.,  1065.,  1075.,  1085.,  1095.,  1105.,  1115.,  1125.,\n",
       "        1135.,  1145.,  1155.,  1165.,  1175.,  1185.,  1195.,  1205.,\n",
       "        1215.,  1225.,  1235.,  1245.,  1255.,  1265.,  1275.,  1285.,\n",
       "        1295.,  1305.,  1315.,  1325.,  1335.,  1345.,  1355.,  1365.,\n",
       "        1375.,  1385.,  1395.,  1405.,  1415.,  1425.,  1435.,  1442.,\n",
       "        1447.,  1455.,  1465.,  1475.,  1485.,  1495.,  1505.,  1512.,\n",
       "        1517.,  1525.,  1535.,  1545.,  1555.,  1565.,  1575.,  1585.,\n",
       "        1595.,  1605.,  1615.,  1625.,  1635.,  1645.,  1655.,  1665.,\n",
       "        1672.,  1677.,  1685.,  1695.,  1705.,  1715.,  1725.,  1735.,\n",
       "        1745.,  1755.,  1765.,  1775.,  1785.,  1795.,  1805.,  1815.,\n",
       "        1825.,  1835.,  1845.,  1855.,  1865.,  1875.,  1885.,  1895.,\n",
       "        1905.,  1915.,  1925.,  1935.,  1945.,  1955.,  1967.,  1976.,\n",
       "        1984.,  1995.,  2005.,  2015.,  2025.,  2035.,  2045.,  2055.,\n",
       "        2065.,  2074.,  2078.,  2085.,  2095.,  2105.,  2115.,  2125.,\n",
       "        2135.,  2145.,  2155.,  2165.,  2175.,  2185.,  2195.,  2205.,\n",
       "        2215.,  2225.,  2235.,  2245.,  2255.,  2265.,  2275.,  2285.,\n",
       "        2295.,  2305.,  2315.,  2325.,  2335.,  2345.,  2355.,  2365.,\n",
       "        2375.,  2385.,  2395.,  2405.,  2415.,  2425.,  2435.,  2445.,\n",
       "        2455.,  2465.,  2475.,  2485.,  2495.,  2505.,  2513.,  2518.,\n",
       "        2525.,  2535.,  2545.,  2555.,  2565.,  2575.,  2585.,  2595.,\n",
       "        2605.,  2615.,  2625.,  2635.,  2645.,  2655.,  2665.,  2675.,\n",
       "        2685.,  2695.,  2705.,  2715.,  2725.,  2735.,  2745.,  2755.,\n",
       "        2765.,  2775.,  2785.,  2795.,  2805.,  2815.,  2825.,  2835.,\n",
       "        2845.,  2855.,  2865.,  2875.,  2885.,  2895.,  2910.,  2930.,\n",
       "        2950.,  2970.,  2990.,  3010.,  3030.,  3050.,  3070.,  3090.,\n",
       "        3110.,  3130.,  3150.,  3170.,  3190.,  3210.,  3230.,  3250.,\n",
       "        3270.,  3290.,  3310.,  3330.,  3350.,  3370.,  3390.,  3410.,\n",
       "        3430.,  3450.,  3470.,  3490.,  3510.,  3530.,  3550.,  3570.,\n",
       "        3590.,  3610.,  3630.,  3640.,  3650.,  3670.,  3690.,  3710.,\n",
       "        3730.,  3750.,  3770.,  3790.,  3810.,  3830.,  3850.,  3870.,\n",
       "        3890.,  3910.,  3930.,  3950.,  3970.,  3990.,  4010.,  4030.,\n",
       "        4050.,  4070.,  4090.,  4110.,  4130.,  4150.,  4170.,  4190.,\n",
       "        4210.,  4230.,  4250.,  4270.,  4290.,  4310.,  4330.,  4350.,\n",
       "        4370.,  4390.,  4410.,  4430.,  4450.,  4470.,  4490.,  4510.,\n",
       "        4530.,  4550.,  4570.,  4590.,  4610.,  4630.,  4650.,  4670.,\n",
       "        4690.,  4710.,  4730.,  4750.,  4770.,  4790.,  4810.,  4830.,\n",
       "        4850.,  4870.,  4890.,  4910.,  4930.,  4950.,  4970.,  4990.,\n",
       "        5010.,  5030.,  5050.,  5070.,  5090.,  5110.,  5130.,  5150.,\n",
       "        5170.,  5190.,  5210.,  5230.,  5250.,  5270.,  5290.,  5310.,\n",
       "        5330.,  5350.,  5370.,  5390.,  5410.,  5430.,  5450.,  5470.,\n",
       "        5490.,  5510.,  5530.,  5550.,  5570.,  5590.,  5610.,  5630.,\n",
       "        5650.,  5670.,  5690.,  5710.,  5730.,  5750.,  5770.,  5790.,\n",
       "        5810.,  5830.,  5850.,  5870.,  5890.,  5910.,  5930.,  5950.,\n",
       "        5970.,  5990.,  6010.,  6030.,  6050.,  6070.,  6090.,  6110.,\n",
       "        6130.,  6150.,  6170.,  6190.,  6210.,  6230.,  6250.,  6270.,\n",
       "        6290.,  6310.,  6330.,  6350.,  6370.,  6390.,  6410.,  6430.,\n",
       "        6450.,  6470.,  6490.,  6510.,  6530.,  6550.,  6570.,  6590.,\n",
       "        6610.,  6630.,  6650.,  6670.,  6690.,  6710.,  6730.,  6750.,\n",
       "        6770.,  6790.,  6810.,  6830.,  6850.,  6870.,  6890.,  6910.,\n",
       "        6930.,  6950.,  6970.,  6990.,  7010.,  7030.,  7050.,  7070.,\n",
       "        7090.,  7110.,  7130.,  7150.,  7170.,  7190.,  7210.,  7230.,\n",
       "        7250.,  7270.,  7290.,  7310.,  7330.,  7350.,  7370.,  7390.,\n",
       "        7410.,  7430.,  7450.,  7470.,  7490.,  7510.,  7530.,  7550.,\n",
       "        7570.,  7590.,  7610.,  7630.,  7650.,  7670.,  7690.,  7710.,\n",
       "        7730.,  7750.,  7770.,  7790.,  7810.,  7830.,  7850.,  7870.,\n",
       "        7890.,  7910.,  7930.,  7950.,  7970.,  7990.,  8010.,  8030.,\n",
       "        8050.,  8070.,  8090.,  8110.,  8130.,  8150.,  8170.,  8190.,\n",
       "        8210.,  8230.,  8250.,  8270.,  8290.,  8310.,  8330.,  8350.,\n",
       "        8370.,  8390.,  8410.,  8430.,  8450.,  8470.,  8490.,  8510.,\n",
       "        8530.,  8550.,  8570.,  8590.,  8610.,  8630.,  8650.,  8670.,\n",
       "        8690.,  8710.,  8730.,  8750.,  8770.,  8790.,  8810.,  8830.,\n",
       "        8850.,  8870.,  8890.,  8910.,  8930.,  8950.,  8970.,  8990.,\n",
       "        9010.,  9030.,  9050.,  9070.,  9090.,  9110.,  9130.,  9150.,\n",
       "        9170.,  9190.,  9210.,  9230.,  9250.,  9270.,  9290.,  9310.,\n",
       "        9330.,  9350.,  9370.,  9390.,  9410.,  9430.,  9450.,  9470.,\n",
       "        9490.,  9510.,  9530.,  9550.,  9570.,  9590.,  9610.,  9630.,\n",
       "        9650.,  9670.,  9690.,  9710.,  9730.,  9750.,  9770.,  9790.,\n",
       "        9810.,  9830.,  9850.,  9870.,  9890.,  9910.,  9930.,  9950.,\n",
       "        9970.,  9990., 10025., 10075., 10125., 10175., 10225., 10275.,\n",
       "       10325., 10375., 10425., 10475., 10525., 10575., 10625., 10675.,\n",
       "       10725., 10775., 10825., 10875., 10925., 10975., 11025., 11075.,\n",
       "       11125., 11175., 11225., 11275., 11325., 11375., 11425., 11475.,\n",
       "       11525., 11575., 11625., 11675., 11725., 11775., 11825., 11875.,\n",
       "       11925., 11975., 12025., 12075., 12125., 12175., 12225., 12275.,\n",
       "       12325., 12375., 12425., 12475., 12525., 12575., 12625., 12675.,\n",
       "       12725., 12775., 12825., 12875., 12925., 12975., 13025., 13075.,\n",
       "       13125., 13175., 13225., 13275., 13325., 13375., 13425., 13475.,\n",
       "       13525., 13575., 13625., 13675., 13725., 13775., 13825., 13875.,\n",
       "       13925., 13975., 14025., 14075., 14125., 14175., 14225., 14275.,\n",
       "       14325., 14375., 14425., 14475., 14525., 14570., 14620., 14675.,\n",
       "       14725., 14775., 14825., 14875., 14925., 14975., 15025., 15075.,\n",
       "       15125., 15175., 15225., 15275., 15325., 15375., 15425., 15475.,\n",
       "       15525., 15575., 15625., 15675., 15725., 15775., 15825., 15875.,\n",
       "       15925., 15975., 16050., 16150., 16250., 16350., 16450., 16550.,\n",
       "       16650., 16750., 16850., 16950., 17050., 17150., 17250., 17350.,\n",
       "       17450., 17550., 17650., 17750., 17850., 17950., 18050., 18150.,\n",
       "       18250., 18350., 18450., 18550., 18650., 18750., 18850., 18950.,\n",
       "       19050., 19150., 19250., 19350., 19450., 19550., 19650., 19750.,\n",
       "       19850., 19950.], dtype=float32), flux=Array([[[9.08833684e-08, 1.93420703e-07, 3.10973348e-07, ...,\n",
       "         1.92249590e-05, 1.88633931e-05, 1.85086974e-05],\n",
       "        [9.08833684e-08, 1.93420703e-07, 3.10973348e-07, ...,\n",
       "         1.92249590e-05, 1.88633931e-05, 1.85086974e-05],\n",
       "        [9.08833684e-08, 1.93420703e-07, 3.10973348e-07, ...,\n",
       "         1.92249590e-05, 1.88633931e-05, 1.85086974e-05],\n",
       "        ...,\n",
       "        [5.92562333e-10, 8.93100538e-10, 1.15493171e-09, ...,\n",
       "         2.39835890e-06, 2.35784546e-06, 2.32140042e-06],\n",
       "        [5.92806859e-10, 8.92882435e-10, 1.15413190e-09, ...,\n",
       "         2.37455151e-06, 2.33498645e-06, 2.29807620e-06],\n",
       "        [5.95643035e-10, 8.97048713e-10, 1.15942633e-09, ...,\n",
       "         2.35168159e-06, 2.31248464e-06, 2.27596547e-06]],\n",
       "\n",
       "       [[2.11160405e-08, 4.68378190e-08, 7.72740307e-08, ...,\n",
       "         2.08794318e-05, 2.04886637e-05, 2.01090988e-05],\n",
       "        [2.11160405e-08, 4.68378190e-08, 7.72740307e-08, ...,\n",
       "         2.08794318e-05, 2.04886637e-05, 2.01090988e-05],\n",
       "        [2.11160405e-08, 4.68378190e-08, 7.72740307e-08, ...,\n",
       "         2.08794318e-05, 2.04886637e-05, 2.01090988e-05],\n",
       "        ...,\n",
       "        [5.63963209e-10, 8.50090109e-10, 1.09938125e-09, ...,\n",
       "         2.57541342e-06, 2.53532630e-06, 2.49656500e-06],\n",
       "        [5.59437219e-10, 8.43146331e-10, 1.09030318e-09, ...,\n",
       "         2.55510099e-06, 2.51477172e-06, 2.47722096e-06],\n",
       "        [5.78517234e-10, 8.71934414e-10, 1.12751075e-09, ...,\n",
       "         2.53303801e-06, 2.49305162e-06, 2.45587876e-06]],\n",
       "\n",
       "       [[1.11427291e-10, 2.75856810e-10, 4.93186603e-10, ...,\n",
       "         3.00550819e-05, 2.95078007e-05, 2.89541367e-05],\n",
       "        [1.11427291e-10, 2.75856810e-10, 4.93186603e-10, ...,\n",
       "         3.00550819e-05, 2.95078007e-05, 2.89541367e-05],\n",
       "        [1.11427291e-10, 2.75856810e-10, 4.93186603e-10, ...,\n",
       "         3.00550819e-05, 2.95078007e-05, 2.89541367e-05],\n",
       "        ...,\n",
       "        [1.51815840e-08, 1.92815222e-08, 2.29955877e-08, ...,\n",
       "         3.14909880e-06, 3.10474729e-06, 3.06152378e-06],\n",
       "        [1.55623212e-08, 1.97692778e-08, 2.35827819e-08, ...,\n",
       "         3.12075917e-06, 3.07683240e-06, 3.03407387e-06],\n",
       "        [1.56620601e-08, 1.98958627e-08, 2.37337012e-08, ...,\n",
       "         3.10205382e-06, 3.05840922e-06, 3.01598016e-06]],\n",
       "\n",
       "       [[6.33916183e-11, 1.56637481e-10, 2.80225038e-10, ...,\n",
       "         3.40314473e-05, 3.34144715e-05, 3.28001406e-05],\n",
       "        [6.33916183e-11, 1.56637481e-10, 2.80225038e-10, ...,\n",
       "         3.40314473e-05, 3.34144715e-05, 3.28001406e-05],\n",
       "        [6.33916183e-11, 1.56637481e-10, 2.80225038e-10, ...,\n",
       "         3.40314473e-05, 3.34144715e-05, 3.28001406e-05],\n",
       "        ...,\n",
       "        [1.13446195e-08, 1.44345762e-08, 1.72374950e-08, ...,\n",
       "         3.58108127e-06, 3.53232667e-06, 3.49160928e-06],\n",
       "        [1.14191590e-08, 1.45293875e-08, 1.73506933e-08, ...,\n",
       "         3.54622898e-06, 3.49792595e-06, 3.45767330e-06],\n",
       "        [1.14927898e-08, 1.46229295e-08, 1.74622912e-08, ...,\n",
       "         3.51071185e-06, 3.46286311e-06, 3.42306453e-06]],\n",
       "\n",
       "       [[1.03717389e-14, 2.60376945e-14, 6.23507932e-14, ...,\n",
       "         4.28130661e-05, 4.20417018e-05, 4.12843074e-05],\n",
       "        [1.03717389e-14, 2.60376945e-14, 6.23507932e-14, ...,\n",
       "         4.28130661e-05, 4.20417018e-05, 4.12843074e-05],\n",
       "        [1.03717389e-14, 2.60376945e-14, 6.23507932e-14, ...,\n",
       "         4.28130661e-05, 4.20417018e-05, 4.12843074e-05],\n",
       "        ...,\n",
       "        [2.74051143e-10, 4.33427960e-10, 5.86995785e-10, ...,\n",
       "         3.62579908e-06, 3.56578244e-06, 3.53157429e-06],\n",
       "        [2.80006740e-10, 4.42861414e-10, 5.99826022e-10, ...,\n",
       "         3.59876890e-06, 3.53911469e-06, 3.50530217e-06],\n",
       "        [2.81731083e-10, 4.45578630e-10, 6.03499362e-10, ...,\n",
       "         3.57047224e-06, 3.51121457e-06, 3.47779246e-06]],\n",
       "\n",
       "       [[2.64753693e-18, 8.02830980e-18, 2.30857457e-17, ...,\n",
       "         5.49388205e-05, 5.39541179e-05, 5.29583958e-05],\n",
       "        [2.64753693e-18, 8.02830980e-18, 2.30857457e-17, ...,\n",
       "         5.49388205e-05, 5.39541179e-05, 5.29583958e-05],\n",
       "        [2.69226858e-18, 8.17344360e-18, 2.35313512e-17, ...,\n",
       "         5.90876080e-05, 5.80271771e-05, 5.69552649e-05],\n",
       "        ...,\n",
       "        [2.86055124e-10, 4.52389348e-10, 6.12669249e-10, ...,\n",
       "         3.57395697e-06, 3.51914946e-06, 3.49452603e-06],\n",
       "        [2.92348756e-10, 4.62365729e-10, 6.26242114e-10, ...,\n",
       "         3.54419944e-06, 3.48981166e-06, 3.46525371e-06],\n",
       "        [2.94150426e-10, 4.65220779e-10, 6.30102970e-10, ...,\n",
       "         3.51500717e-06, 3.46103275e-06, 3.43656484e-06]]], dtype=float32))"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "from rubix.spectra.ssp.grid import HDF5SSPGrid\n",
    "ssp = HDF5SSPGrid.from_file(config, file_location=\"../../rubix/spectra/ssp/templates\")\n",
    "ssp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(221,)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ssp.age.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(6,)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ssp.metallicity.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(842,)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ssp.wavelength.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(6, 221, 842)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ssp.flux.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Let's plot some example spectra"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# NBVAL_SKIP\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Flux [Lsun/Angstrom]')"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "plt.plot(ssp.wavelength,ssp.flux[0][0])\n",
    "plt.xlabel(r'$\\lambda$ [%s]'%config[\"fields\"][\"wavelength\"][\"units\"])\n",
    "plt.ylabel(r'Flux [%s]'%config[\"fields\"][\"flux\"][\"units\"])\n",
    "#plt.yscale(\"log\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Flux [Lsun/Angstrom]')"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "plt.plot(ssp.wavelength,ssp.flux[-1][-1])\n",
    "plt.xlabel(r'$\\lambda$ [%s]'%config[\"fields\"][\"wavelength\"][\"units\"])\n",
    "plt.ylabel(r'Flux [%s]'%config[\"fields\"][\"flux\"][\"units\"])\n",
    "#plt.yscale(\"log\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7eabe06ffaa0>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "for i in range(len(ssp.metallicity)):\n",
    "    plt.plot(ssp.wavelength,ssp.flux[i][0], label=r'Z=%0.3f'%ssp.metallicity[i])\n",
    "plt.xlabel(r'$\\lambda$ [%s]'%config[\"fields\"][\"wavelength\"][\"units\"])\n",
    "plt.ylabel(r'Flux [%s]'%config[\"fields\"][\"flux\"][\"units\"])\n",
    "#plt.yscale(\"log\")\n",
    "plt.xlim(0,10000)\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7eab4c25ea50>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ages = np.linspace(0,len(ssp.age),10)\n",
    "for age in ages:\n",
    "    plt.plot(ssp.wavelength,ssp.flux[0][int(age)], label='%.2f %s'%(ssp.age[int(age)], config[\"fields\"][\"age\"][\"units\"]))\n",
    "plt.xlabel(r'$\\lambda$ [%s]'%config[\"fields\"][\"wavelength\"][\"units\"])\n",
    "plt.ylabel(r'Flux [%s]'%config[\"fields\"][\"flux\"][\"units\"])\n",
    "#plt.yscale(\"log\")\n",
    "plt.xlim(0,5000)\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Automatic download supported SSP template\n",
    "Rubix supports automatic download of a supported SSP template from a specified url in case the template can't be found on disk under the file_location specified."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# NBVAL_SKIP\n",
    "config = {\n",
    "        \"name\": \"Mastar Charlot & Bruzual (2019)\",\n",
    "        \"format\": \"pyPipe3D\",\n",
    "        \"source\": \"https://ifs.astroscu.unam.mx/pyPipe3D/templates/\",\n",
    "        \"file_name\": \"MaStar_CB19.slog_1_5.fits.gz\",\n",
    "        \"fields\": {\n",
    "            \"age\": {\n",
    "                \"name\": \"age\",\n",
    "                \"units\": \"Gyr\",\n",
    "                \"in_log\": False\n",
    "            },\n",
    "            \"metallicity\": {\n",
    "                \"name\": \"metallicity\",\n",
    "                \"units\": \"\",\n",
    "                \"in_log\": False\n",
    "            },\n",
    "            \"wavelength\": {\n",
    "                \"name\": \"wavelength\",\n",
    "                \"units\": \"Angstrom\",\n",
    "                \"in_log\": False\n",
    "            },\n",
    "            \"flux\": {\n",
    "                \"name\": \"flux\",\n",
    "                \"units\": \"Lsun/Angstrom\",\n",
    "                \"in_log\": False\n",
    "            }\n",
    "        }\n",
    "    }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pyPipe3DSSPGrid(age=Array([1.000e-03, 2.300e-03, 3.800e-03, 5.750e-03, 8.000e-03, 1.150e-02,\n",
       "       1.500e-02, 2.000e-02, 2.600e-02, 3.300e-02, 4.250e-02, 5.350e-02,\n",
       "       7.000e-02, 9.000e-02, 1.100e-01, 1.400e-01, 1.800e-01, 2.250e-01,\n",
       "       2.750e-01, 3.500e-01, 4.500e-01, 5.500e-01, 6.500e-01, 8.500e-01,\n",
       "       1.100e+00, 1.300e+00, 1.600e+00, 2.000e+00, 2.500e+00, 3.000e+00,\n",
       "       3.750e+00, 4.500e+00, 5.250e+00, 6.250e+00, 7.500e+00, 8.500e+00,\n",
       "       1.025e+01, 1.200e+01, 1.350e+01], dtype=float32), metallicity=Array([0.0001, 0.0005, 0.002 , 0.008 , 0.017 , 0.03  , 0.04  ], dtype=float32), wavelength=Array([2000. , 2001.5, 2003. , ..., 9995. , 9996.5, 9998. ], dtype=float32), flux=Array([[[4.88501154e-02, 4.91619967e-02, 4.91009988e-02, ...,\n",
       "         3.30204784e-04, 3.29886097e-04, 3.29610863e-04],\n",
       "        [4.94970530e-02, 5.01737520e-02, 5.02070002e-02, ...,\n",
       "         4.14328271e-04, 4.13853064e-04, 4.13406960e-04],\n",
       "        [8.76932293e-02, 8.82892460e-02, 8.89149979e-02, ...,\n",
       "         4.41885233e-04, 4.28894331e-04, 4.23215213e-04],\n",
       "        ...,\n",
       "        [1.21357860e-02, 1.29830008e-02, 1.31270010e-02, ...,\n",
       "         3.66057851e-04, 3.65645654e-04, 3.65268701e-04],\n",
       "        [4.34386544e-02, 4.45019975e-02, 4.51029986e-02, ...,\n",
       "         8.72896460e-04, 8.58685584e-04, 8.49017815e-04],\n",
       "        [4.63533700e-02, 4.74307537e-02, 5.00590019e-02, ...,\n",
       "         1.18692615e-03, 1.17103057e-03, 1.16154784e-03]],\n",
       "\n",
       "       [[4.55114506e-02, 4.67945002e-02, 5.04850000e-02, ...,\n",
       "         1.58759137e-03, 1.57122186e-03, 1.56014797e-03],\n",
       "        [4.02839743e-02, 4.10410017e-02, 4.56160009e-02, ...,\n",
       "         2.17393902e-03, 2.16081296e-03, 2.15069135e-03],\n",
       "        [3.95360477e-02, 4.02887538e-02, 4.49550003e-02, ...,\n",
       "         2.19770428e-03, 2.19773944e-03, 2.19724351e-03],\n",
       "        ...,\n",
       "        [5.74502582e-03, 6.62355032e-03, 7.13869976e-03, ...,\n",
       "         5.59784763e-04, 5.54787810e-04, 5.51474805e-04],\n",
       "        [5.23717608e-03, 6.15917472e-03, 6.57939957e-03, ...,\n",
       "         5.30153862e-04, 5.26174728e-04, 5.22577378e-04],\n",
       "        [4.16078418e-03, 4.38545039e-03, 4.39980021e-03, ...,\n",
       "         1.74755653e-04, 1.74447836e-04, 1.74297835e-04]],\n",
       "\n",
       "       [[3.93560622e-03, 4.25232435e-03, 4.25869972e-03, ...,\n",
       "         3.09367810e-04, 3.08907358e-04, 3.08723451e-04],\n",
       "        [7.56444363e-03, 7.73700001e-03, 8.01430084e-03, ...,\n",
       "         4.87164332e-04, 4.83889598e-04, 4.81816969e-04],\n",
       "        [5.66153368e-03, 6.13215007e-03, 6.44250028e-03, ...,\n",
       "         4.48479579e-04, 4.44969104e-04, 4.41752636e-04],\n",
       "        ...,\n",
       "        [1.49275071e-03, 1.63884996e-03, 1.62910006e-03, ...,\n",
       "         2.43942617e-04, 2.43772607e-04, 2.43832605e-04],\n",
       "        [1.27917202e-03, 1.49302499e-03, 1.47709996e-03, ...,\n",
       "         2.40836962e-04, 2.40250884e-04, 2.39626097e-04],\n",
       "        [1.16398360e-03, 1.42472505e-03, 1.39020011e-03, ...,\n",
       "         2.26306103e-04, 2.25467826e-04, 2.24852178e-04]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[1.82961696e-04, 2.20157483e-04, 2.09199992e-04, ...,\n",
       "         1.14740869e-04, 1.14182600e-04, 1.13716953e-04],\n",
       "        [1.54334572e-04, 1.97927511e-04, 1.83810014e-04, ...,\n",
       "         1.14296090e-04, 1.13946095e-04, 1.13403483e-04],\n",
       "        [2.14758533e-04, 2.69612501e-04, 2.51429999e-04, ...,\n",
       "         1.07419568e-04, 1.07109139e-04, 1.06897831e-04],\n",
       "        ...,\n",
       "        [1.36646340e-05, 2.03760010e-05, 1.84940000e-05, ...,\n",
       "         6.62917009e-05, 6.61149606e-05, 6.59495709e-05],\n",
       "        [3.30816920e-06, 5.74944943e-06, 5.06109973e-06, ...,\n",
       "         6.35753458e-05, 6.33214804e-05, 6.30999930e-05],\n",
       "        [2.81301891e-06, 5.26412532e-06, 4.56440057e-06, ...,\n",
       "         5.72564350e-05, 5.68787873e-05, 5.66175222e-05]],\n",
       "\n",
       "       [[2.34056597e-06, 4.25360031e-06, 3.71270016e-06, ...,\n",
       "         5.64447437e-05, 5.59899599e-05, 5.56630876e-05],\n",
       "        [4.67413265e-05, 5.31522528e-05, 5.19290043e-05, ...,\n",
       "         5.72451318e-05, 5.70667398e-05, 5.68950854e-05],\n",
       "        [3.65333472e-05, 4.40160002e-05, 4.20910001e-05, ...,\n",
       "         5.90607378e-05, 5.89082192e-05, 5.87680006e-05],\n",
       "        ...,\n",
       "        [1.26257373e-05, 1.49019997e-05, 1.44910000e-05, ...,\n",
       "         3.00848260e-05, 3.00175216e-05, 2.99529565e-05],\n",
       "        [8.40386019e-06, 1.07312499e-05, 1.02099993e-05, ...,\n",
       "         3.15008692e-05, 3.14371282e-05, 3.13716555e-05],\n",
       "        [2.70062992e-06, 3.97119993e-06, 3.60359991e-06, ...,\n",
       "         3.12949123e-05, 3.12144330e-05, 3.11653930e-05]],\n",
       "\n",
       "       [[5.57534293e-07, 9.30610042e-07, 8.32740056e-07, ...,\n",
       "         2.87947842e-05, 2.86766517e-05, 2.85754340e-05],\n",
       "        [1.65273477e-07, 2.36002506e-07, 2.20380002e-07, ...,\n",
       "         2.36395663e-05, 2.35186544e-05, 2.34229137e-05],\n",
       "        [1.13538640e-07, 1.50852500e-07, 1.50569988e-07, ...,\n",
       "         2.19958256e-05, 2.18645218e-05, 2.17878260e-05],\n",
       "        ...,\n",
       "        [9.31926749e-08, 1.01580000e-07, 1.04690002e-07, ...,\n",
       "         1.43920424e-05, 1.43096513e-05, 1.42312601e-05],\n",
       "        [9.43405638e-08, 1.17012490e-07, 1.19630002e-07, ...,\n",
       "         1.31097386e-05, 1.30333474e-05, 1.29839136e-05],\n",
       "        [1.05849416e-07, 1.30914998e-07, 1.32560004e-07, ...,\n",
       "         1.25726528e-05, 1.24969129e-05, 1.24434355e-05]]], dtype=float32))"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "from rubix.spectra.ssp.grid import pyPipe3DSSPGrid\n",
    "ssp = pyPipe3DSSPGrid.from_file(config, file_location=\"../../rubix/spectra/ssp/templates\")\n",
    "ssp"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(39,)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ssp.age.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(7,)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ssp.metallicity.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(5333,)"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ssp.wavelength.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(7, 39, 5333)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ssp.flux.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Lets plot some example spectra\n",
    "Example for Mastar templates"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# NBVAL_SKIP\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Flux [Lsun/Angstrom]')"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "plt.plot(ssp.wavelength,ssp.flux[0][0])\n",
    "plt.xlabel(r'$\\lambda$ [%s]'%config[\"fields\"][\"wavelength\"][\"units\"])\n",
    "plt.ylabel(r'Flux [%s]'%config[\"fields\"][\"flux\"][\"units\"])\n",
    "#plt.yscale(\"log\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, 'Flux [Lsun/Angstrom]')"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "plt.plot(ssp.wavelength,ssp.flux[-1][-1])\n",
    "plt.xlabel(r'$\\lambda$ [%s]'%config[\"fields\"][\"wavelength\"][\"units\"])\n",
    "plt.ylabel(r'Flux [%s]'%config[\"fields\"][\"flux\"][\"units\"])\n",
    "#plt.yscale(\"log\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7eab2830c3e0>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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VDSJJlRBCCM8YPHgwaWlpNR4vv/wyiqLw4IMPun3NLVu2MHbsWCZNmsTOnTtJSEggISGB3bt3u6xz8OBBRowYwbBhw0hNTWX69OlMnjyZjRs32su88847JCYmMn/+fHbs2EHfvn2Jj4/n5MmTAJw4cYITJ06wePFidu/ezZtvvsmGDRuYNGmS+9+YFkAWVHai1gWVAdoPhMmbmj8wIYQQjeJCW1B5z549xMbG8sgjj/Dkk0+6XX/MmDHk5+ezfv16+7FBgwYRExPDihUrnNaZNWsWSUlJDonXnXfeSVZWFhs2bAAgNjaWyy67jGXLlgFgs9mIiIhg6tSpzJ492+l1165dy7hx48jPz8dgMNQ435IXVK4Zrajbsa1QWghGL09HIoQQopGoqkphWaFHntvL4IXSwKElWVlZjBw5kqFDh7JgwQL7cV9f31rrjRs3zp4wpaSkkJiY6HA+Pj6edevWuayfkpLC8OHDa9SZPn06ACUlJWzfvp05c+bYz+t0OoYPH05KSorL61YkRM4Sqpbu/Iu4pdg4F2563tNRCCGEaCSFZYXEro71yHP/cNcPeBu93a5ns9m46667MBgMvP322w6JWWpqaq11q7bkpKenExIS4nA+JCSE9PR0l/Vd1cnJyaGwsJCzZ89itVqdltm7d6/Ta54+fZoFCxZw//331xp7SyVJVUNte12SKiGEEB41d+5cUlJS2Lp1K35+fg7nIiMjPRRVw+Tk5DBixAh69uzJ448/7ulwGkSSKiGEEAKtC+6Hu37w2HO7a82aNSxevJikpCSioqJqnHen+y80NJSMjAyH8xkZGYSGhrqs76qOv78/Xl5e6PV69Hp9va6bm5vL9ddfj5+fHx9++CFGo7HW2FsqSaqEEEIIQFGUBnXBeUJqaiqTJk1i0aJFxMfHuyxTm6rdf3FxcSQnJ9vHQwFs2rSJuLg4l/Xj4uJqTLtQtY7JZKJ///4kJyeTkJAAaN2VycnJPPzww/Y6OTk5xMfHYzab+eijj87rGwckqRJCCCHOI6dPnyYhIYGhQ4cybty4GuOe9Ho9bdq0cav7b9q0aQwZMoQlS5YwYsQI1qxZw7Zt21i5cqW9zJw5czh+/DhvvfUWAFOmTGHZsmXMnDmT++67jy+++IJ3332XpKQke53ExEQmTpzIgAEDGDhwIEuXLiU/P597770X0BKq6667joKCAv7zn/+Qk5NDTk4OAG3atEGv1zf4++QJklQJIYQQ55GkpCQOHz7M4cOHCQsLq3G+Y8eOHDp0yK1rDh48mNWrV/Poo48yd+5coqKiWLduHb1797aXSUtL48iRI/b9zp07k5SUxIwZM3jhhRdo3749r776qkPL2ZgxYzh16hTz5s0jPT2dmJgYNmzYYB+8vmPHDn74QetyrZ4EHjx4kE6dOrn1OjxN5qlyos55qio8fn7O+CqEEBe7C22eqotJS56nSmZUPxeSjwohhBCinCRV56JIWqqEEEIIoZGk6lz8trHuMkIIIYS4KEhSdS6SEusuI4QQQoiLgiRV56Ikz9MRCCGEEKKFkKRKCCGEEKIRSFIlhBBCCNEIJKkSQgghhGgEklSdq+xjno5ACCGEEC2AJFXn6vleno5ACCGEEC2AJFW1mfYzxD7g6SiEEEIIu82bN6MoisvHsGHDGnTdtWvX0r17dywWC9HR0XzyySf1iqVfv36YzWYiIyN58803a5RZvnw5nTp1wmKxEBsby9atWx3Op6enM378eEJDQ/Hx8aFfv368//77DXoNniZJVW28W0Obrp6OQgghhLAbPHgwaWlpNR4vv/wyiqLw4IMPun3NLVu2MHbsWCZNmsTOnTtJSEggISGB3bt3u6xz8OBBRowYwbBhw0hNTWX69OlMnjyZjRsrJ8Z+5513SExMZP78+ezYsYO+ffsSHx/PyZMn7WUmTJjAvn37+Oijj9i1axe33XYbo0ePZufOnW6/Dk+TBZWdcFiQ8bf3YP2M2ivIwspCCHFeudAWVN6zZw+xsbE88sgjPPnkk27XHzNmDPn5+axfv95+bNCgQcTExLBixQqndWbNmkVSUpJD4nXnnXeSlZXFhg0bAIiNjeWyyy5j2bJlANhsNiIiIpg6dSqzZ88GwNfXl5deeonx48fbrxMUFMQzzzzD5MmTazyvLKgshBBCtHCqqmIrKPDI41zaN7Kyshg5ciRDhw5lwYIF9uO+vr61PqZMmWIvm5KSwvDhwx2uGx8fT0pKisvnratOSUkJ27dvdyij0+kYPny4w3UHDx7MO++8Q2ZmJjabjTVr1lBUVMTQoUMb9P3wJIOnA2jxvFrXXWbzMzB0VtPHIoQQosmohYXs69ffI8/dbcd2FG9vt+vZbDbuuusuDAYDb7/9Noqi2M+lpqbWWrdqS056ejohISEO50NCQkhPT3dZ31WdnJwcCgsLOXv2LFar1WmZvXv32vffffddxowZQ1BQEAaDAW9vbz788EMiIyNrjb8lkqSqLj1uhv73wvY3XJfZ/LQkVUIIIZrd3LlzSUlJYevWrfj5+TmcO1+Skscee4ysrCw+//xzgoODWbduHaNHj+abb74hOjra0+G5RZKquuj0cPNSOPI9nNrj6WiEEEI0EcXLi247tnvsud21Zs0aFi9eTFJSElFRUTXO+/r61lp/3Lhx9vFSoaGhZGRkOJzPyMggNDTUZX1Xdfz9/fHy8kKv16PX62u97h9//MGyZcvYvXs3vXppUxT17duXb775huXLl7scz9VSSVJVX6rV0xEIIYRoQoqiNKgLzhNSU1OZNGkSixYtIj4+3mWZ2lTt/ouLiyM5OZnp06fbj23atIm4uDiX9ePi4mpMu1C1jslkon///iQnJ5OQkABo3ZXJyck8/PDDABQUFADaWKuq9Ho9Nput1vhbIkmq6ks9/95cIYQQF57Tp0+TkJDA0KFDGTduXI1xT3q9njZt2rjV/Tdt2jSGDBnCkiVLGDFiBGvWrGHbtm2sXLnSXmbOnDkcP36ct956C4ApU6awbNkyZs6cyX333ccXX3zBu+++S1JSkr1OYmIiEydOZMCAAQwcOJClS5eSn5/PvffeC0D37t2JjIzkz3/+M4sXLyYoKIh169axadMmhzsRzxeSVNVXXUlVUTZYAponFiGEEBetpKQkDh8+zOHDhwkLC6txvmPHjhw6dMitaw4ePJjVq1fz6KOPMnfuXKKioli3bh29e/e2l0lLS+PIkSP2/c6dO5OUlMSMGTN44YUXaN++Pa+++qpDy9mYMWM4deoU8+bNIz09nZiYGDZs2GAfvG40Gvnkk0+YPXs2N998M3l5eURGRrJq1SpuvPFGN78znifzVDnhdJ6LF/rC2UOuK7XtBQ9uaZb4hBBCnJsLbZ6qi4nMU3UhqKul6uQvzROHEEIIIVokSarqq/ftno5ACCGEEC2YJFX1NXS2ffOx0nucl0nf1TyxCCGEEKLFkaSqvvQm+6bN1bft/25rpmCEEEII0dJIUlVfVab+V1Gcl8k/6fy4EEIIIS54klQJIYQQQjQCSaoaQOagEEIIIUR1klQJIYQQQjQCSaoaYGCnVp4OQQghhBAtjCRVDdDa1+zpEIQQQgjRwrSIpGr58uV06tQJi8VCbGwsW7durbX82rVr6d69OxaLhejo6BqrZFc1ZcoUFEVh6dKljRZveICX8xM6WUpRCCFE09q8eTOKorh8DBs2rEHXdeeztWos/fr1w2w2ExkZyZtvvulw/uuvv+bmm28mPDwcRVFYt25djWu4eh3PPvtsg16HJ3k8qXrnnXdITExk/vz57Nixg759+xIfH8/Jk86nJ9iyZQtjx45l0qRJ7Ny5k4SEBBISEti9e3eNsh9++CHff/894eHhjRpzeKCLpMpWBhm/NupzCSGEEFUNHjyYtLS0Go+XX34ZRVF48MEH3b6mO5+tFQ4ePMiIESMYNmwYqampTJ8+ncmTJ7Nx40Z7mfz8fPr27cvy5ctdXqf663j99ddRFIVRo0a5/To8TvWwgQMHqg899JB932q1quHh4erChQudlh89erQ6YsQIh2OxsbHqn//8Z4djx44dU9u1a6fu3r1b7dixo/r888+7jKGoqEjNzs62P44ePaoCanZ2tmPB+f7aY9sb9u19KetVde8nlefm+7v1+oUQQjS/wsJC9ddff1ULCws9HUqj+PXXX1U/Pz/173//e4Pq1/eztaqZM2eqvXr1cjg2ZswYNT4+3ml5QP3www/rjGXkyJHq1Vdf7fJ8be9ddna288/vZuLRlqqSkhK2b9/O8OHD7cd0Oh3Dhw8nJSXFaZ2UlBSH8gDx8fEO5W02G+PHj+dvf/sbvXr1qjOOhQsXEhAQYH9ERETUXqFVZ/vmL6Y+DvtCCCHOT6qqUlps9chDVRs+WU9WVhYjR45k6NChLFiwwH7c19e31seUKVPsZevz2VpdQ+rUJSMjg6SkJCZNmtTga3iSRwcBnT59GqvVSkhIiMPxkJAQ9u7d67ROenq60/Lp6en2/WeeeQaDwcAjjzxSrzjmzJlDYmKifT8nJ8d5YjV9F5Tkg9nffmj2B7u5dUbXej2PEEKIlqusxMbKaV955Lnvf2EIRrPe7Xo2m4277roLg8HA22+/jVJl9Y/U1NRa6/r7V36W1eeztTpXdXJycigsLMTLy8VQmVqsWrUKPz8/brvt/Fz27YIbWb19+3ZeeOEFduzY4fDDVRuz2YzZXI87+gI72DdXBSXyY1opxTabDFAXQgjhEXPnziUlJYWtW7fi5+fncC4yMtJDUTXc66+/zt13343FYvF0KA3i0WwgODgYvV5PRkaGw/GMjAxCQ0Od1gkNDa21/DfffMPJkyfp0KEyAbJarfzlL39h6dKlHDp0qFFi73XzVOavSCGitZc2QL2qP76ESxp294UQQgjPMJh03P/CEI89t7vWrFnD4sWLSUpKIioqqsZ5X1/fWuuPGzeOFStWAHV/tjrjqo6/v3+DWqm++eYb9u3bxzvvvON23ZbCo0mVyWSif//+JCcnk5CQAGhNmcnJyTz88MNO68TFxZGcnMz06dPtxzZt2kRcXBwA48ePd9rHO378eO69995Gi719K28AjmYWUhbQyfEb+X8J8Hh2oz2XEEKIpqcoSoO64DwhNTWVSZMmsWjRIuLj412WqU3V7r+6PludiYuLqzHtQl11avPaa6/Rv39/+vbt26D6LYHH+60SExOZOHEiAwYMYODAgSxdupT8/Hx7AjRhwgTatWvHwoULAZg2bRpDhgxhyZIljBgxgjVr1rBt2zZWrlwJQFBQEEFBQQ7PYTQaCQ0NpVu3bo0Wd2sfk317/a50EhrtykIIIYRrp0+fJiEhgaFDhzJu3Lga4570ej1t2rRxq/uvrs9W0MYfHz9+nLfeegvQ5oFctmwZM2fO5L777uOLL77g3XffJSkpyV4nLy+P33//3b5/8OBBUlNTad26tUOPUk5ODmvXrmXJkiVufz9aEo8nVWPGjOHUqVPMmzeP9PR0YmJi2LBhg33w25EjR9DpKptFBw8ezOrVq3n00UeZO3cuUVFRrFu3jt69ezdr3CZDZUyFpdZmfW4hhBAXr6SkJA4fPszhw4cJCwurcb5jx45uD3Wpz2drWloaR44cse937tyZpKQkZsyYwQsvvED79u159dVXHVrOtm3b5jAZacVNYRMnTnSYKHTNmjWoqsrYsWPdirulUdRzuY/zApWTk0NAQADZ2dkOzaPVXfHMFxw7W8jAzq15N+16x5PS/SeEEC1WUVERBw8epHPnzuftoOiLVW3vXX0/v5uKx2dUP58VlbdQbT2YCUNmezgaIYQQQniSJFXn4G/x2hgtvU6BK2Y4niwt9EBEQgghhPAUSarOQZc22u2qVptKrrXaHSNfPeOBiIQQQgjhKZJUnQMvY2UitfTz/Y4nT6Q2bzBCCCGE8Kh63f330UcfuX3ha6+9tkGTf51P2vpVzsK+7VCm40lraTNHI4QQQghPqldSVTExZ30pisL+/fvp0qVLQ2I6b7T1r7zrwN/L6Hjy2I/NHI0QQgghPKne3X/p6enYbLZ6Pby9vZsy5hbltkvbAbDreLUpFKzFsPae5g9ICCGEEB5Rr6Rq4sSJbnXljRs3ziPzQ3jCyPKkKqugFFvbno4nf/kQZBowIYQQ4qJQr6TqjTfeqLH6dW1eeuklgoODGxzU+SSiVWWyufvqN2sWsJY0XzBCCCGE8Bi5++8cVUyrALAvz0m3Z87xZoxGCCGEEJ7idlJVVFTEs88+y4033siAAQPo16+fw+Ni1D1Ua8V77duD0Kqz48nXb/BAREIIIS5UmzdvRlEUl4+qa+25Y+3atXTv3h2LxUJ0dDSffPJJvWLp168fZrOZyMhIh/X8QOu56tOnD/7+/vj7+xMXF8enn37qUKaoqIiHHnqIoKAgfH19GTVqFBkZGQ16DZ7m9oLKkyZN4rPPPuP2229n4MCBKIrSFHGdV9KyiwDYm54Lgy6HswcrT+alg7UM9B5fu1oIIcQFYPDgwaSlpdU4/tFHHzFlyhQefPBBt6+5ZcsWxo4dy8KFC7nppptYvXo1CQkJ7Nixw2FR5aoOHjzIiBEjmDJlCm+//TbJyclMnjyZsLAw+6LK7du3Z9GiRURFRaGqKqtWrWLkyJHs3LmTXr16ATBjxgySkpJYu3YtAQEBPPzww9x222189913br8OT3N7QeWAgAA++eQTLr/88qaKyePcXZDx3R+PMvP9n2nrZ2Zr7w9h538cC0zfDYERTRStEEIIdzlblFdVVcqKiz0Sj8FsPqdGij179hAbG8sjjzzCk08+6Xb9MWPGkJ+fz/r16+3HBg0aRExMDCtWrHBaZ9asWSQlJbF79277sTvvvJOsrCw2bNjg8rlat27Ns88+y6RJk8jOzqZNmzasXr2a22+/HYC9e/fSo0cPUlJSGDRoUI36LXlBZbebT9q1a+fWoPWLQbfy7r+TuS5+GVVrM0YjhBCiIcqKi/nXxNs98tyPrHoPY7UEob6ysrIYOXIkQ4cOZcGCBfbjvr6+tdTS7tSvSJhSUlJITEx0OB8fH8+6detc1k9JSWH48OE16kyfPt1peavVytq1a8nPzycuLg6A7du3U1pa6nCd7t2706FDB5dJVUvmdlK1ZMkSZs2axYoVK+jYsWNTxHTe6dC6coB6Zn4prasXsElSJYQQovHZbDbuuusuDAYDb7/9tkNrV2pqaq11q7bkpKenExIS4nA+JCSE9PR0l/Vd1cnJyaGwsNA+FdOuXbuIi4ujqKgIX19fPvzwQ3r27Gm/hslkIjAw0K3nbqncTqoGDBhAUVERXbp0wdvbG6PRcSbxzMxMFzUvXAFVZlPPKbE5SarKmjUeIYQQ7jOYzTyy6j2PPXdDzJ07l5SUFLZu3VqjFykyMrIxQjtn3bp1IzU1lezsbN577z0mTpzIV199ZU+sLiRuJ1Vjx47l+PHjPP3004SEhMhAdUCnq/wefFo6gAdY61hA1gEUQogWT1GUBnfBecKaNWtYvHgxSUlJREVF1TjvTvdfaGhojTvuMjIyCA0NdVnfVR1/f3+HCcNNJpM9wevfvz8//vgjL7zwAi+//DKhoaGUlJSQlZXl0FpV13O3VG4nVVu2bCElJYW+ffs2RTznvWf+aM8DDyfDwa8g+Qnt4B/JEOr87gkhhBDCXampqUyaNIlFixbZ77RzVqY2Vbv/4uLiSE5OdhgPtWnTJvvYJ2fi4uJqTLtQVx3QuiyLy28I6N+/P0ajkeTkZEaNGgXAvn37OHLkSJ3XaYncTqq6d+9OYWFhU8RygVCg/QDHST9lVnUhhBCN5PTp0yQkJDB06FDGjRtXY+yRXq+nTZs2bnX/TZs2jSFDhrBkyRJGjBjBmjVr2LZtGytXrrSXmTNnDsePH+ett94CYMqUKSxbtoyZM2dy33338cUXX/Duu++SlJTkUOeGG26gQ4cO5Obmsnr1ajZv3szGjRsBbUaBSZMmkZiYSOvWrfH392fq1KnExcWdd4PUoQFJ1aJFi/jLX/7CU089RXR0dI0xVRfLmn+1OZlTRFu9qfLAF0/C5dNBb3RZRwghhKiPpKQkDh8+zOHDhwkLC6txvmPHjhw6dMitaw4ePJjVq1fz6KOPMnfuXKKioli3bp3DHFVpaWkcOXLEvt+5c2eSkpKYMWMGL7zwAu3bt+fVV191aDk7efIkEyZMIC0tjYCAAPr06cPGjRu59tpr7WWef/55dDodo0aNori4mPj4eF588UW34m8p3J6nSqfTJmGvPpZKVVUURcFqPf/vdGvIPBedZldm5k/fGs1dA8JgQZX1D+MXQpz7E7IJIYRofLXNdSRatgtqnqovv/yyKeK4oPyWkQv6Do4H037yTDBCCCGEaBZuJ1VDhgxpijguKHvTc2oelLskhRBCiAtagxaky8rK4rXXXmPPnj0A9OrVi/vuu4+AgIBGDe58tS89V+sOrXpQcXvtaiGEEEKcR9z+pN+2bRuXXHIJzz//PJmZmWRmZvLcc89xySWXsGPHjqaI8bxztqC05pI1Mqu6EEIIcUFzO6maMWMGt9xyC4cOHeKDDz7ggw8+4ODBg9x0000u1/u5GO1Nz3U88PMazwQihBBCiGbRoJaqWbNmYTBU9hwaDAZmzpzJtm3bGjW489mBU3meDkEIIYQQzcjtpMrf399hnooKR48erbHu0MXsnR+PejoEIYQQQjQjt5OqMWPGMGnSJN555x2OHj3K0aNHWbNmDZMnT2bs2LFNEeN5qUb3nxBCCCEuaG7f/bd48WIURWHChAmUlZUBYDQaeeCBB1i0aFGjB3hBObkX2nb3dBRCCCGEaAJutVRZrVa+//57Hn/8cc6ePUtqaiqpqalkZmby/PPPYzabmyrO84ZJX8u39MXY5gtECCGEEM3KraRKr9dz3XXXkZWVhbe3N9HR0URHR+Pt7d1U8Z13fMx6BnRs5bpAqSxGLYQQouE2b96MoiguH8OGDWvQddeuXUv37t2xWCxER0fzySef1CuWfv36YTabiYyM5M0333RZdtGiRSiKUmOmgKKiIh566CGCgoLw9fVl1KhRZGRkNOg1eJrbY6p69+7NgQMHmiKWC0a30FoG7L9+ffMFIoQQ4oIzePBg0tLSajxefvllFEXhwQfdX2d2y5YtjB07lkmTJrFz504SEhJISEhg9+7dLuscPHiQESNGMGzYMFJTU5k+fTqTJ09m48aNNcr++OOPvPzyy/Tp06fGuRkzZvDxxx+zdu1avvrqK06cOMFtt93m9mtoCdxeUHnDhg3MmTOHBQsW0L9/f3x8fBzOe2IBw8Z2Lgsqt/I2smJcf8as/J5DlrucF348u7FCFUII0QDOFuVVVRW11OaReBSjDuUcljPbs2cPsbGxPPLIIzz55JNu1x8zZgz5+fmsX7/efmzQoEHExMSwYsUKp3VmzZpFUlKSQ+J15513kpWVxYYNG+zH8vLy6NevHy+++CJPPvkkMTExLF26FIDs7GzatGnD6tWruf322wHYu3cvPXr0ICUlhUGDBtV43gtqQeUbb7wRgFtuucXhB0BVVRRFwWqVmcNjuwR5OgQhhBBuUkttnJi3xSPPHf7EYBSTvkF1s7KyGDlyJEOHDmXBggX2476+vrXWGzdunD1hSklJITEx0eF8fHw869atc1k/JSWF4cOH16hTvXvvoYceYsSIEQwfPrxGwrd9+3ZKS0sdrtO9e3c6dOjgMqlqydxOqr788sumiEMIIYQQbrLZbNx1110YDAbefvtth8aO1NTUWutWbclJT08nJCTE4XxISAjp6eku67uqk5OTQ2FhIV5eXqxZs4YdO3bw448/uryGyWQiMDDQreduqdxOqjp37kxERESNZkpVVTl6VCa8rBebDXSywLIQQrQkilFH+BODPfbcDTF37lxSUlLYunVrjQm4IyMjGyO0Bjt69CjTpk1j06ZNNbrpLlQNSqrS0tJo27atw/HMzEw6d+4s3X/lZt/QHVw16v30X7j07maNRwghRO0URWlwF5wnrFmzhsWLF5OUlERUVFSN8+50/4WGhta44y4jI4PQ0FCX9V3V8ff3x8vLi+3bt3Py5En69etnP2+1Wvn6669ZtmwZxcXFhIaGUlJSQlZWlkNrVV3P3VK5nVRVjJ2qLi8v76LJROvjishg10nV/x6UpEoIIUSDpaamMmnSJBYtWkR8fLzLMrWp2v0XFxdHcnKyw3ioTZs2ERcX57J+XFxcjWkXqta55ppr2LVrl8P5e++9l+7duzNr1iz0ej39+/fHaDSSnJzMqFGjANi3bx9Hjhyp9blbqnonVRUD2BRF4bHHHnOYm8pqtfLDDz8QExPT6AGer3q3C/B0CEIIIS5Ap0+fJiEhgaFDhzJu3LgaY4/0ej1t2rRxq/tv2rRpDBkyhCVLljBixAjWrFnDtm3bWLlypb3MnDlzOH78OG+99RYAU6ZMYdmyZcycOZP77ruPL774gnfffZekJO1ueD8/P3r37u3wPD4+PgQFBdmPBwQEMGnSJBITE2ndujX+/v5MnTqVuLi4826QOriRVO3cuRPQWqp27dqFyWSynzOZTPTt25e//vWvjR/hhersIWjVydNRCCGEOM8kJSVx+PBhDh8+TFhYWI3zHTt25NChQ25dc/DgwaxevZpHH32UuXPnEhUVxbp16xySorS0NI4cOWLf79y5M0lJScyYMYMXXniB9u3b8+qrr7psOXPl+eefR6fTMWrUKIqLi4mPj+fFF1906xothdvzVN1777288MILF8R8VK6c6zxVO+ddpx18vJbWqnEfQOQ15xqqEEKIBqhtriPRsrXkearcvt3gjTfecAg0JyeHdevWsXfv3kYN7ILT8QrH/fxTnolDCCGEEE3C7aRq9OjRLFu2DIDCwkIGDBjA6NGjiY6O5v3332/0AC8EZaqOM3d84Hjwwz97JhghhBBCNAm3k6qvv/6aK6+8EoAPP/wQVVXJysriX//6V4Omxr8Y2FB4+Wsn6yUW5TR/MEIIIYRoEm4nVdnZ2bRu3RrQ1gEcNWoU3t7ejBgxgv379zd6gBeCbHxY6Syp+uzvzR+MEEIIIZqE20lVREQEKSkp5Ofns2HDBq67ThuUffbsWRnsBw5zeGXe+l/22iK4t2Sm88I73mqmqIQQQjjj5r1aogVoye+Z20nV9OnTufvuu2nfvj3h4eEMHToU0LoFo6OjGzu+807VN7usy9VcX/IMu9UuAJTe+LynwhJCCFGF0WgEoKCgwMORCHdVvGcV72FL4vaM6g8++CADBw7k6NGjXHvttejK17Dr0qWLjKmqxlBtfb/fI26nR5/v4ed3PBSREEII0CbIDAwM5OTJkwB4e3s7XS1EtByqqlJQUMDJkycJDAxEr295Swq5nVQBDBgwgAEDBjgcGzFiRKMEdL6r+kupr/YLOu7VH9jetdp/RW+PhjH/AYMJIYQQzadibbmKxEqcHwIDA1vsuoBuJ1UVy9VUpygKFouFyMhIRo4caR/MfjGr1lDFmfwSMFQbd7Z/I/zyIfQd03yBCSGEQFEUwsLCaNu2LaWlpZ4OR9SD0WhskS1UFdxOqnbu3MmOHTuwWq1069YNgN9++w29Xk/37t158cUX+ctf/sK3335Lz549Gz3g84le56QpWW+ueaxU+vSFEMJT9Hp9i/6gFucPtweqjxw5kuHDh3PixAm2b9/O9u3bOXbsGNdeey1jx47l+PHjXHXVVcyYMaPe11y+fDmdOnXCYrEQGxvL1q1bay2/du1aunfvjsViITo6usYq2Y8//jjdu3fHx8eHVq1aMXz4cH744Qd3X+o50znpny9TnOSxMsZKCCGEOO+5nVQ9++yzLFiwwGGpmoCAAB5//HH++c9/4u3tzbx589i+fXu9rvfOO++QmJjI/Pnz2bFjB3379iU+Pt5lH/eWLVsYO3YskyZNYufOnSQkJJCQkMDu3bvtZbp27cqyZcvYtWsX3377LZ06deK6667j1KmmWxomup22zt8tfcPtx5y1VO0+kV2z8pGUJotLCCGEEM3D7QWVfX19Wb9+vX0qhQqbN2/m5ptvJjc3lwMHDhATE0NOTt0zhsfGxnLZZZfZl76x2WxEREQwdepUZs+eXaP8mDFjyM/PZ/369fZjgwYNIiYmhhUrVjh9jooFFj///HOuuabmIsbFxcUUFxc7lI+IiHBrQcasghK+2X+aa3uGYDHqy1+LSpe5jq1oTxle425Dcs0L/OU38Aup13MJIYQQoqbzbkHlkSNHct999/Hhhx9y7Ngxjh07xocffsikSZNISEgAYOvWrXTt2rXOa5WUlLB9+3aGDx9eGZBOx/Dhw0lJcd56k5KS4lAeID4+3mX5kpISVq5cSUBAAH379nVaZuHChQQEBNgfERERdcZeXaC3iZv7htsTKu211GypsuHilt337nX7OYUQQgjRcridVL388stcc8013HnnnXTs2JGOHTty5513cs0119hbirp3786rr75a57VOnz6N1WolJMSxhSYkJIT09HSnddLT0+tVfv369fj6+mKxWHj++efZtGkTwcHBTq85Z84csrOz7Y+jR4/WGXtDLStLAK9WNU8c/q7JnlMIIYQQTc/tpMrX15dXXnmFM2fOsHPnTnbu3MmZM2dYuXIlPj4+AMTExBATE9PYsbpl2LBhpKamsmXLFq6//npGjx7tcpyW2WzG39/f4dHYnhmlzTafQWu+vOUHGHBfoz+HEEIIITzH7aSqgq+vL3369KFPnz74+vo26BrBwcHo9XoyMjIcjmdkZLic2Cs0NLRe5X18fIiMjGTQoEG89tprGAwGXnvttQbF2Ri6h1Ymam+mHIYbl9QsVORkELsQQgghzgtuJ1X5+fk89thjDB48mMjISLp06eLwcIfJZKJ///4kJ1cO3LbZbCQnJxMXF+e0TlxcnEN5gE2bNrksX/W6VQejN5cFCb25/6ou9GkfYD/21W+nas4MCvDbZ80YmRBCCCEak9uTf06ePJmvvvqK8ePHExYWds5rJSUmJjJx4kQGDBjAwIEDWbp0Kfn5+dx7rzZwe8KECbRr146FCxcCMG3aNIYMGcKSJUsYMWIEa9asYdu2baxcuRLQkr6nnnqKW265hbCwME6fPs3y5cs5fvw4d9xxxznF2hDjB3V0evzQ6Xw6+YVD7onKg1//E/o0f4xCCCGEOHduJ1WffvopSUlJXH755Y0SwJgxYzh16hTz5s0jPT2dmJgYNmzYYB+MfuTIEfuizQCDBw9m9erVPProo8ydO5eoqCjWrVtH7969AW1m3L1797Jq1SpOnz5NUFAQl112Gd988w29evVqlJgbKmXO1cQt/ELbPnCGTtULFGQ2d0hCCCGEaCRuz1PVuXNnPvnkE3r06NFUMXlcU85z0Wl2EgDtAr34znc2nN7nWOBxGVclhBBCNMR5N0/VggULmDdvHgUFsl5dQ/QK197k41mFoHOy1lTmgWaOSAghhBCNwe3uvyVLlvDHH38QEhJCp06dMBqNDud37NjRaMFdiLqG+PHLCW2m+YwhiwhZe4tjgT++hNbuDfgXQgghhOe5nVRVzJouGsZsqGwcjP2/PA49eQq2roTP/q4dTEqES8eDweShCIUQQgjREG4nVfPnz3d5zmq1nlMwF4Po9gGs+bHKjO0GE4THOBb66hm45rFmjUsIIYQQ56bBk39W9dtvvzFr1izat2/fGJe7oI0Z4GRdwbAYx/1vFjdLLEIIIYRoPA1OqgoKCnjjjTe48sor6dmzJ1999RWJiYmNGdsFyaDXsWBk5dQOmfklYHYyI71MryCEEEKcV9xOqr7//nsmT55MWFgYzz33HCkpKXz55Zd8//33/O1vf2uKGC84o/pXtug9u3Gf80IFZ5opGiGEEEI0hnonVUuWLKFXr17cfvvttGrViq+//ppdu3ahKApBQUFNGeMFx9tUOZTtv1uPaBt3vetY6JWrmzEiIYQQQpyreg9UnzVrFrNmzeKJJ55Ar3cyv5JosIOn8+ncNd7xYHGOZ4IRQgghRIPUu6VqwYIFrF27ls6dOzNr1ix2797dlHFd8NZPvcK+vS/dRQJVWtRM0QghhBDiXNU7qZozZw6//fYb//d//0d6ejqxsbH07dsXVVU5e/ZsU8Z4QerdLsC+PeOdn7QNc7Up9Z8KgbLiZoxKCCGEEA3l9kD1IUOGsGrVKtLT03nwwQfp378/Q4YMYfDgwTz33HNNEeMFr7C0fH6vKd/WPJl5sHmDEUIIIUSDNHhKBT8/P/785z/zww8/sHPnTgYOHMiiRYsaM7aLSk5RKbTqCFdVu4PS2fqAQgghhGhx6p1UTZgwgffff5+8vLwa56Kjo1m6dCnHjx9v1OAudFdGBdu3//tD+V2Aqs2xkNIo87MKIYQQoonV+xM7MjKSp59+mjZt2nDDDTfw0ksv1Uiiqi+uLGr39K3R9u2Fn+7VNiSpEkIIIc5L9f7EnjdvHtu3b2f//v3cfPPNrFu3jksuuYT+/fvzxBNPkJqa2oRhXpjat/KqeVBVHff/FSPjqoQQQojzgNvNIO3bt+fBBx9k48aNnDp1ilmzZrFv3z6uvvpqOnbsyMMPP8wvv/zSFLFecBRFYXiPEPv+Z7+k12ypAlg/oxmjEkIIIURDnFPfkp+fH6NHj+btt9/m1KlTvP766+j1elJSUhorvgve9OFR9u2Nv2QAas1CmX80X0BCCCGEaJB6z6heF71ezzXXXMM111zTWJe8KPRuF4C3SU9BiZXN+07CQCdJVdYRsNlAJ+OrhBBCiJbK7U/pjIwMxo8fT3h4OAaDAb1e7/AQ7hsZ0w6AM/kllJaVOS/00dRmjEgIIYQQ7nK7peqee+7hyJEjPPbYY4SFhaEoSlPEdVG5pW+4fWHlo5n5dHFWKPU/kLC8WeMSQgghRP25nVR9++23fPPNN8TExDRBOBenfh0D7dtf7TtJF1fvSmkhGJ3cMSiEEEIIj3O7+y8iIgK1+m3/4pyYDZXdpjqc3P1XYcUVNadcEEIIIUSL4HZStXTpUmbPns2hQ4eaIJyL10cPXw5ArZ2pZ36Hrxc3SzxCCCGEcI/b3X9jxoyhoKCASy65BG9v7xqzqGdmZjZacBeT6HYBQB0tVQDfLIYhf6u9jBBCCCGandtJ1dKlS5sgDFEx4L/OYf+K3GEphBBCtERuJ1UTJ05sijgEWmuVkuGkpcovHHJPaNtyt6UQQgjRIrmdVB05cqTW8x06dGhwMBe7VfcN5JYnR3Kb/ls+tsZxx2UdIfoO6HwV/CNQK2RzMY+VEEIIITzK7aSqU6dOtc5NZbVazymgi1lrHxO5lnb0KnwdK3puvekGDPpq9xKUFcGns+H6hdJqJYQQQrQgbidVO3fudNgvLS1l586dPPfcczz11FONFtjFat5NPfnL2p8AOJxZwCVtfGsW+uElOHsQ7nqnmaMTQgghhCtuJ1V9+/atcWzAgAGEh4fz7LPPcttttzVKYBer2/q1sydVL3/1B/+8veb3G4DfNmhzVklrlRBCCNEiNNoKvd26dePHH39srMtdtKp2rb677Rj5xbWModq7vhkiEkIIIUR9uJ1U5eTkODyys7PZu3cvjz76KFFRUU0R40WnauNTek6RtnHT8zULfv54s8QjhBBCiLq53f0XGBhYY6C6qqpERESwZs2aRgvsYlZ1JZozeSVc0gYYcB/seh8Of1t5UmesUVcIIYQQnuF2UvXll1867Ot0Otq0aUNkZCQGg9uXE05MHx7F0s/3AzD65RT2P3UDRr0OrpkHr19XWfDUHg9FKIQQQojq3M6ChgwZ0hRxiCqmXl2ZVIE2YP3hq6OgQ2zNwqWFYPRqxuiEEEII4YzbY6pWrVpFUlKSfX/mzJkEBgYyePBgDh8+3KjBXaz0OoXLI4Ps+4s/+8114adCmyEiIYQQQtTF7aTq6aefxstLaxlJSUlh2bJl/POf/yQ4OJgZM2Y0eoAXqxXj+jvsl1nrWGhZCCGEEB7ldlJ19OhRIiMjAVi3bh233347999/PwsXLuSbb75p9AAvVn4Wx0Ho7247pm3c/xWMfNGx8OnfmykqIYQQQrjidlLl6+vLmTNnAPjss8+49tprAbBYLBQWFjZudBe5Z2/vY9+e++EubSM8Bi6927HgMsdWLSGEEEI0P7cHql977bVMnjyZSy+9lN9++40bb7wRgF9++YWOHTs2eoAXszsGRJBXXMY/Pv4VgPTsIkIDLB6OSgghhBDOuN1StXz5cuLi4jh16hTvv/8+QUHagOrt27dz991311FbuOvu2MpEddqaKusuXv+MB6IRQgghhCsNmvxz2bJlNY7PmDGDTz75pFGCEpVMBh3BviZO55Xww8FMbDYVnU6BQVOgx03wfC+t4Mk90LaHZ4MVQgghLmKNtvbf4cOHGT9+fGNdTlTxxj0D7dtrfjxaecLsV7n94qBmjEgIIYQQ1TVaUiWaTnT7APv2si8qJwXFEuBYMP9MM0UkhBBCiOokqTrPnMguQq26OGBVz3ZxXDhQCCGEEM1GkqrzxLhBHezbX+w9WXniz9XmBjtdy+zrQgghhGgy9R6o/q9//avW88ePHz/nYIRrj47oyX++PwLApFXbOLRohHYirI9jwTV3wdTtzRydEEIIIeqdVD3//PN1lunQoUOdZUTDWIx6FKWydy8jp4gQ//I5q0Y8B0mJ2vaZ38FmA500QgohhBDNSVFdDtC5eOXk5BAQEEB2djb+/v6eDscu6ec0Hlq9A4AuwT588deh2glVhX8EVhacdRi8AqtXF0IIIS5onv78luaM88iIPmH27QOn88kvLtN2FAUCq8xm/0xHOPpjM0cnhBBCXNzqlVT961//oqioqN4XXbFiBbm5ufUuv3z5cjp16oTFYiE2NpatW7fWWn7t2rV0794di8VCdHS0w6SjpaWlzJo1i+joaHx8fAgPD2fChAmcOHGi3vG0ZH+L72bf3vhLeuWJB793LPjacLkTUAghhGhG9UqqZsyY4VaSNHPmTE6dOlWvsu+88w6JiYnMnz+fHTt20LdvX+Lj4zl58qTT8lu2bGHs2LFMmjSJnTt3kpCQQEJCArt37wagoKCAHTt28Nhjj7Fjxw4++OAD9u3bxy233FLv+Fuyh4ZFcs/gTgAkvvtT5QmTd83Cv/6veYISQgghRP3GVOl0Onr37o3BUL9x7bt27WLfvn106dKlzrKxsbFcdtll9qVvbDYbERERTJ06ldmzZ9coP2bMGPLz81m/fr392KBBg4iJiWHFihVOn+PHH39k4MCBHD58uF6D6T3dJ1uXQ6fzGbp4MwBbZl9NeKCXduLxgJqFH89uvsCEEEIID/L053e9sqT58+e7ddGRI0fSunXrOsuVlJSwfft25syZYz+m0+kYPnw4KSkpTuukpKSQmJjocCw+Pp5169a5fJ7s7GwURSEwMNDp+eLiYoqLi+37OTk5dcbuSZ2CfezbVy/ZzN4FN7gurKramCshhBBCNKkmSarq6/Tp01itVkJCQhyOh4SEsHfvXqd10tPTnZZPT093Wr6oqIhZs2YxduxYl1nrwoUL+cc//tGAV+A5s67vzjMb9lJUaiO/uAwfs4u38s0RMP5DMJibN0AhhBDiInNB3/1XWlrK6NGjUVWVl156yWW5OXPmkJ2dbX8cPXrUZdmW4s9XVXatrv+5fBD+Q07u+Dv8Hbw7oZmiEkIIIS5eHk2qgoOD0ev1ZGRkOBzPyMggNDTUaZ3Q0NB6la9IqA4fPsymTZtq7Vs1m834+/s7PFo6nU7hL9d2BWDW+7u09QDbdIU73oS2vRwL/7ah+QMUQgghLjIeTapMJhP9+/cnOTnZfsxms5GcnExcXJzTOnFxcQ7lATZt2uRQviKh2r9/P59//jlBQUFN8wI8bGRMO/v2d7+f0TZ63QoPbqlZOP9MM0UlhBBCXJw83v2XmJjIK6+8wqpVq9izZw8PPPAA+fn53HvvvQBMmDDBYSD7tGnT2LBhA0uWLGHv3r08/vjjbNu2jYcffhjQEqrbb7+dbdu28fbbb2O1WklPTyc9PZ2SkhKPvMamEtHay779wY5jtRd+tu47MYUQQgjRcG4nVbVNApqWluZ2AGPGjGHx4sXMmzePmJgYUlNT2bBhg30w+pEjRxyuO3jwYFavXs3KlSvp27cv7733HuvWraN3796AtrDzRx99xLFjx4iJiSEsLMz+2LLFSQvOeUxRFD54cDAAn+xOI7uw1MMRCSGEEBcvt9f+69mzJ6tXryYmJsbh+Pvvv8+UKVPqPelnS+bpeS7coaoq8Uu/5reMPGbf0J0pQy7RTjibs+rh7RAc2bwBCiGEEM3E05/fbrdUDR06lEGDBvHMM88AkJ+fzz333MP48eOZO3duowcoaqcoCvdd3hmARZ/uxWarJUde1h9K67/ckBBCCCHqz+2k6sUXX+T9999n6dKlXHnllfTt25fU1FS2bt3KjBkzmiJGUYf4XpV3Pt75yve1lAQ++FMTRyOEEEJcnOq37kw1N9xwA7fddhsvvfQSBoOBjz/+2D6mSTS/Vj4m+/bWg5moqorLOdT3fNQsMQkhhBAXG7dbqv744w/i4uJYv349GzduZObMmdxyyy3MnDmT0lIZKO0p66deYd/eejCz9sLPyrgqIYQQorG5nVTFxMTQuXNnfvrpJ6699lqefPJJvvzySz744AMGDhzYFDGKeujdrnJg+piVVboADV41C+efgsyDzRCVEEIIcfFo0JiqNWvWOCxOPHjwYHbu3Em/fv0aMzbRGEw+cNurMHK54/F/xXgkHCGEEOJC5XZSNX78eKfH/fz8eO211845INFwvz4RX/Ngq07Q5w64dBxM2uR47sMpzRKXEEIIcTFwe6D6W2+95fKcoiguky7R9LxNBpbddSkPr97JHcXzeCbsS7rcvqyyQMRA0BnBVj727af/woglWmuWEEIIIc6J25N/tmrVymG/tLSUgoICTCYT3t7eZGbWMUj6PODpycPOVafZSfbtQ4tGOJ48sRNWDq3cjxgEkzY2T2BCCCFEE/L057fb3X9nz551eOTl5bFv3z6uuOIK/vvf/zZFjMJNVe8E3LA73fFk+KWgr5yCgaPfQ9mFtSaiEEII4QmNsqByVFQUixYtYtq0aY1xOXGOeoVXZudT/rOdUqvNscD0XY77/5fQ9EEJIYQQF7hGSaoADAYDJ06caKzLiXOgKI5Tf36w45hjAb9QaN2lcv/wd7DzP80QmRBCCHHhcnug+kcfOc7IraoqaWlpLFu2jMsvv7zRAhPnZuX4/tz/f9sBeGnzH9zRPwKdrkqydfsbsHJI5f7/HoJet8qgdSGEEKKB3B6ortM5Nm4pikKbNm24+uqrWbJkCWFhYY0aoCd4eqBbY9mfkcsNL3xDmU3l0RE9mHxlldapknx4OtyxwuCpcN2TzRukEEII0Ug8/fntdvefzWZzeFitVtLT01m9evUFkVBdSKJC/BjWvS0ATybtwSF/rjpYvcKWf0NxXjNFJ4QQQlxYGm1MlWiZHhx6iX174ad7K0/oXPT8LmzXxBEJIYQQF6Z6jalKTEys9wWfe+65BgcjGt+lHSrnFVv59QGmD4/C22QARYGwGMhNh+HzYd0DlZXSd0FodPMHK4QQQpzH6pVU7dy5s14Xq37XmWgZfpp/HX3/8RkAz2/6jb+P6Kmd+NMXoNqgKNuxwoorYOZB8G7dzJEKIYQQ5696JVVffvllU8chmlCAl5Hb+7fnve3HeHPLIe6/6hLa+JlBpwf0YPKtWemtkTDlm2aPVQghhDhf1XtM1YEDB3DzRkHRgvxzVB/6tg+g1Koy9b87HE8azNDjZsdj6T9rXYNCCCGEqJd6J1VRUVGcOnXKvj9mzBgyMjKaJCjR+HQ6hUdv0rr9vj+QyfcHzlSeVBQY42TyzyXdwFraTBEKIYQQ57d6J1XVW6k++eQT8vPzGz0g0XQu69SaG3qHAjD7/Z8pKrU6Frhrbc1Ka+9p+sCEEEKIC4BMqXCRWXRbH0L9LRw6U8DKrw84nux6Hcw7C12GVR7bux5O7kUIIYQQtat3UqUoSo27++Ruv/NPgLeRv4/oAcBzm34jLbvQsYBOB7f8C4K7Vh57MRZs1Vq1hBBCCOGg3svU6HQ6brjhBsxmMwAff/wxV199NT4+jmvFffDBB40fZTPz9DT3TU1VVQYtTCYjpxiAQ4tGOC/4eEDl9rVPwOXTmiE6IYQQomE8/fld75aqiRMn0rZtWwICAggICGDcuHGEh4fb9yseouVTFIVZ13e372/547Tzgo9VOb5pHmQecF5OCCGEEO4vqHwx8HSm2xxUVaXznE/s+3sXXI/FqK9Z8PFqifK8zPL5rYQQQoiWxdOf3zJQ/SKlKArvTYmz79/872+dFwzr67j/hMyyLoQQQjgjSdVFbECn1owdGAHA/pN5fPe7k27AS8fXPPbLuqYNTAghhDgPSVJ1kXtiZG/79t2v/kCZ1eZYYMAkSFjheGztRMg72QzRCSGEEOcPSaoucka9jo8evty+P/uDXY4FdDqIGQuPV1t0eXFUM0QnhBBCnD8kqRL0aR+In1lbW/u97cdI+eOM84LVF15edUsTRyaEEEKcPySpEgDs+kc8l3YIBGDOBz9TUFJWs9CDKXD9M5X7B7+C0qLmCVAIIYRo4SSpEnavThiAr9nAoTMFPJW0p2aBwA4QfYfjsadCIFcW1hZCCCEkqRJ2Qb5mXh7fH4C3fzjC5n1OBqMbvWoeW9K15jEhhBDiIiNJlXBweWQw9wzuBMDM934mq6DEsYDJG254tmbF6pOECiGEEBcZSapEDbOu706XNj6czC3m0XW7axaIvR+6OVkv8MTOpg9OCCGEaKEkqRI1eJn0PDc6Br1OYf3PaTz+0S81C7XpVvPYyqFw9Mcmj08IIYRoiSSpEk7FRATy0LBIAN7ccohv91ebbf3KRIh7GO7d4Hj8teGQfayZohRCCCFaDkmqhEtTr47EqFcAGPfaDxzPKqw8afaD+KegY1zNis/3AlmnWwghxEVGkirhklGv4+f58XQP9QPgyme+wGpzkizd+d+ax/4RCDZbzeNCCCHEBUqSKlErL5OeJxO09QFtKlwy95OahbrfqC1j81i1LsInWkmLlRBCiIuGJFWiTgM6tWbG8Mq5qJZ+/pvzgnojxNzteGyJkwHtQgghxAVIkipRL49cE2nfXvr5ft7f7mIw+sjl0DOhcj8vAzY/47ysEEIIcQGRpErUi6IoHHj6Ri7r1AqAv6z9ib3pOc4KwuhVMGlT5bHNT8O+DTXLCiGEEBcQSapEvel0Cs+NjrHvX7/0GwpLrM4LRwyEqPjK/f+OgYPfNG2AQgghhAdJUiXcEtHam9WTY+37PeZtoNTq4i6/m55z3F91E6T91ITRCSGEEJ4jSZVw2+DIYO67vLN9//aXtjgv6NOm5rGXr4IvFzZRZEBpEfz6P20twm2vw5Zl2na6k+V2hBBCiEakqKrc815dTk4OAQEBZGdn4+/v7+lwWqxOs5Ps28N7hPDqxAE1C+WdgpzjsHKI4/EuQ+Hu97Q7BhvL0a2w6mYoK3J+fn6WNuZLCCHEBcnTn9/SUiUa7NCiEfaB65/vyWDRp3trFvJtA+Ex2hxW3sGVxw9shgXBYC1tvICSn3CdUAGc2KG1Wr15E1jLGu95hRBCCCSpEudo9Z8GEexrAmDFV3/w7o9HnRfUG2HmH3DXu47HFwRDWUnjBFNaWPv5V67Wvh76Bv73kExMKoQQolFJUiXOiVGvY+vc4Qzq0hqAme//zIbdaa4rdI2HOccdjz3ZRhsLdS6yj8HxbfUv//Ma+PrZc3tOIYQQogqPJ1XLly+nU6dOWCwWYmNj2bp1a63l165dS/fu3bFYLERHR/PJJ47LpnzwwQdcd911BAUFoSgKqampTRi9AG2qhbcnD6JXuNZ/PeU/O/j81wzXFcy+MPOg47GnQiA3veFBvHyV+3W+fKrhzyeEEEJU49Gk6p133iExMZH58+ezY8cO+vbtS3x8PCdPnnRafsuWLYwdO5ZJkyaxc+dOEhISSEhIYPfuyju78vPzueKKK3jmGZnFuznpdQr/e+hy4roEATDlP9trb7Hybg0PVLtrcEk3SPvZ/SfPPAgFZ9yvB1CQCQvaaGOtvnxaugSFEEI0mEfv/ouNjeWyyy5j2bJlANhsNiIiIpg6dSqzZ8+uUX7MmDHk5+ezfv16+7FBgwYRExPDihUrHMoeOnSIzp07s3PnTmJiYtyKy9N3D5zPisusPPLfnWz8JQO9TmH5Xf24vneoQ5lTucUE+5pQFEXrtnu+l+NFbn0Z+t5Zvye02bSFm2tjCYCi7Pq/iBm/QkC7+pcXQgjRInj689tjLVUlJSVs376d4cOHVwaj0zF8+HBSUlKc1klJSXEoDxAfH++yfH0VFxeTk5Pj8BANYzboefHu/tx6aTusNpWHV+/g459O2M9//msGlz31OY+uK29dDGgPU75zvMiHf4Y11RZmdqUkr+4yfmH1jL7c8z0h64h7dYQQQlz0PJZUnT59GqvVSkhIiMPxkJAQ0tOdj61JT093q3x9LVy4kICAAPsjIiLinK53sdPrFBbf0ZeEmHDKbCpT/7uTf3z8CwCLP9sHwNs/VElaQnvDPUlw19rKY3vXw/O9636yXz6su4x3UOV2cFfwqqNlC2BptNYKJoQQQtSTxweqtwRz5swhOzvb/jh61MW0AKLe9OXrBN55mZagvvHdIVZtOaR1+TnT6Qroep02QSflZbKPamOdauuh/viRuoMxV2kCtgRAopP5tJz5+p/1KyeEEELgwaQqODgYvV5PRobjXWIZGRmEhoY6rRMaGupW+foym834+/s7PMS50+kUnro1mtjO2nQL8z/6hT1pdXStKgrMrtb19o9AKDqHLllLQJWgjGC0QPToymNerSHGSXfj5iZcTkcIIcQFx2NJlclkon///iQnJ9uP2Ww2kpOTiYuLc1onLi7OoTzApk2bXJYXnqfXKay5fxB/vqpL/StZ/GuOs1oUATv/43isPl1/ACbvKgEZtK/tL6s8ZrCA4uJXYd+n2tfMA1BSUL/nE0IIcVHyaPdfYmIir7zyCqtWrWLPnj088MAD5Ofnc++99wIwYcIE5syZYy8/bdo0NmzYwJIlS9i7dy+PP/4427Zt4+GHH7aXyczMJDU1lV9//RWAffv2kZqaes7jrkTDKYrCLTHhNY6fza9lJvXQ3tragFX97yF4Lb4yuVl7T/0CMFZNqkzlxyyVxwwm0Okr92cdqtzevFDrgvzXpfB0mLad38DpG4QQQlzQPJpUjRkzhsWLFzNv3jxiYmJITU1lw4YN9sHoR44cIS2tcq6jwYMHs3r1alauXEnfvn157733WLduHb17Vw5o/uijj7j00ksZMWIEAHfeeSeXXnppjSkXRPMK8Kq5cPJtL23hj1O13L0XdS3MO+t47Oj3WnKzfkb9n9xQJYHSlcfhkGiZQamSVFUdyJ72U83rPdsFtiyr//MLIYS4KHh0nqqWytPzXFyIrDaVu1/9Hi+jnjk39uDeN37keFYh/hYD/76rH0O6tnFdOeMXeGlww5/86sfgiwXado+bYcx/YG8SrLlLOxYaDR3iYOtKbf/xbPjoEdixqu5rz/hFmxZCCCGEx3n681vu/hPNQhtbFccb9w6ka4gf7z8wmH4dAskpKuPeN7by0uY/cJnfh/SCWYch4SW4ox6JTnVGryqBlHf/GcyVx0ryISjKsU7HeiZxz/dy3polhBDioiNJlfCI0AAL/71/EGMHRmBT4ZkNe3nw7R3kFJU6r+AVCDF3Qa8EMHg5L+PC39f/XrlT0f1XkVyBNgh9wL1w+TSY8JF2rGr3YFX3flpzrNfLV8FzPaEwy624hBBCXFgkqRIeYzboWXhbH56+NRqjXuHT3enc9K9v+eloVu0Vp/8Mg+sxP1W5IrVKAlVx95+u2hgvvRGufQK6DNH2TdWSqgn/g3mZWgtW1LXl82lVkXMcnukIp39HCCHExUmSKuFxd8V24N0/x9G+lRdHMgsY9dIWXvn6ADabi+5A37Yw/PF6X7+QyqTqs31nmfj6VorVKj/63W6sWcno47gfFuN4h6CrSUyX9Yf80/WOTQghxIVDkirRIlzaoRVJj1zJjdGhlNlUnvpkD5Pf2kamq2kXdHrUgffX69pFVZKq4zllfPXbKW57+cfKAr4hNStVbalS9I4TiFa46XnnT/jsJdpC0UIIIS4qklSJFiPAy8jyu/qxIKE3JoOOL/ae5MYXvuGHA87nhVpx5tJ6XTe4VWVCVIbW2lSKobKAvuZ0Dw4tVV6BzlumBtwHj53Rpn2IvsPx3PO9tK82GxSerVlXCCHEBUeSKtGiKIrC+EEdWffg5XRp40N6ThFjX/me5zf9xtaDmTz49nZS/jhDdkEpz/zipPXIiQC/ynJKeQJVkVwB/HaqkN3Hsx0rVb1jsLYFmPUG0Olg1Ktw52rHc0e+hydawTOdtElDP/kbWF0MxBdCCHHek6RKtEg9w/35+OErGNWvPTYVXkjez+iXU/hkVzpjX/mevk98BsBOW2Sd1woMqJyrJLyVL9/MHEZUWGWi9MX+s9z072+58p9fcDqvWDtYtftPV6VVqzZR8Y77G+Y47m9dCQuC4e3RUFbLbPJCCCHOS5JUiRbLx2xgyei+vHBnDMG+Jqdl/lr65zqv4+tbmVSZjQYiWntzaae29mPW8l+Do5mFDHjycxZ+sodSfZWWKms9EyC9QZs4NKCDtn9ih/Ny+zfCk23g7CEoLazftYUQQrR49fwXXAjPGRnTjqFd2/LSV39QUFKGXqfwxneHAPhDbUeJqsekWF3W9/X1tW/ryodGBQdUHqvaFQjw8tcH2HooE/tyzTbX13YqOAqyj9Rd7oW+ldsPbYU23dx7HiGEEC2KtFSJ80KAt5HZN3TniZG9mX9zL4dz71qH1lrXIakqz6oCfCtbotq38iGybWUZP4uBnUeyqlzBzZWc/MLcKw+wfCB89pi0XAkhxHlMkipxXvrx78Pt2wvKxvOZtb/LsgF+ld1/uvK7+Py8K5Mqb5Oe8MDK/fVTr3BYADq7sIzXvz1IcVk9W6z8qyVVt74Mk7/Q7hS86XmIudt5vS3/gqdCtUHtsvSNEEKcdySpEuelNn5mpg/X1usrxsTjpRNdlvWr0ipV0VJlMleu/edlVHhsRA9a+5j4+4096Bjkw+gBlYsk5xaV8MT6X+n26AbmfLCL/OKy2oPzC3Xc92oN7ftrY64G3AcJL9b9Al++Skuudr9fd1khhBAtgiRV4rz1yNVRmAzaj/AJghlc9C+n5fy9qiRV5S1VZrPFfsykV4gK8WP7o8P501VdAOjdzvl0Df/deoRe8zfy2rcHKSp10XJVfTLRyOHOywH4hcMjqa7Pv3efllztTYLcdNflhBBCeJwkVeK8pdMp7Hnieob30JKYEwQ7LedjqezKU8qTKi9T5bGKREupMsFn1e5AxcmYqgXrf2Xos5t5cfPvlFltjierLsbc42ZtHitXQntD684w7SeYnOy63Jq7YEk32LIMinNdlxNCCOExcvefOK/pdQovj+/PT8ey2LzvFKnfdCFGd8ChjFFfczZ0i7Hyjj+Drub5wCpjqgw6hTfvvYxAbxM9w/x5f8cxln3xO8ezCvnnhn38c8M+ltzRl9v6tdMSM0NlK5jDttMXUD5VRKtO2mPix9pAd69W8NMa+OzvjuU/+7v2MPnB+A8gYmDt1xdCCNFspKVKnPf0OoV+HVqReG1XSke9xX+VG1kfOM5+3qiv+WNuNlQeMzj5LQjwrkyq9AoM7daWmIhATAYdYwd24Iu/DuGRa6LsZf6y9ic6z/mEDbvTUasmUnozTrUtv4Ox71jH452v0qZk8AmGgX+CS8fVrAtQkguvXat1DX79rPMyQgghmpUkVeKCclnfaO6ct5ph195sP1a1JUpF2zY6y6SqqHr3n7MpFcwGPYnXduXnx6/jgaGX2I9P+c92/r7+98qCBueTlnLfBu2OwO4jXAdhMMPI5TDhI+h1K/xlH/QeVbPcF09qydXnj0vXoBBCeJAkVeKCoygKPj3jKRv0MOptr6B30r1nqtJ65WzMlNmgr3LeNX+LkVnXd+ebmcN4eFgkJoOO7w7nVRZw1f1n8dfuCHS2UHN1XYbAHW9qdxXe/rrrct8+Dwvba0mWEEKIZidJlbgwKQqG659C6TPaYQC6TdGSJaNDUnXuIlp789f4bnz08OXojZWJ1Kspx7lk7ifc9cr37M9opFakVp1rP//1s7CqsqXO7RnhhRBCNIgMVBcXheVlt3CDbis/hd3B5eDQeuWspaqqus5X1T3Un9iocPhD28+36rDaVLb8cYZrn/+amIhAru0Zwv1XdXE61qteJn4EP7ysdR0WnoWA9pB3Ct6u0jV48GvIOgJ7PoaNcyuPe7WCO1ZprV9CCCEalSRV4qLwbNmdPMudTDP41124GneSKoAuoYH2pMps0EOVuUJTj2aRejSLVVsOcXPfcO6/qgsh/nXcIVhdYAeIf8rxmKrCuPfBvz28GKsdW/cgHPrGsVzhWXjrFm3urNteAe/W7j23EEIIl6T7T1z0rEafWs+72z3YtlVl4taulTcLb4tm2jVRfDtrGMN7tAXgZG4xr317kNink5nw+lY+2ZVGSZnN1SXrpihaotS2O1xXPqaqekJV1e+fwz87w9Pt4cgPWrKlurnGoRBCCAfSUiUuKlXHhc8rncgI/Q8U9bmvUZ/D37cySfM26bl5YAf7/qsTL6O4zEq3RzfYj3392ym+/u0UAIO6tObxW3rRPdT9FjW76gs63/wCfDzNedmSXHj9OsdjI56D6NvB4nxWeSGEEM5JS5W4aPW5bSafDXyDq3p3qbWcu91/gd6Vc1Ppdfoa56veWQjw0LDKKRm+P5DJ9Uu/4ZZl3/LGdwc5mVvk1nMDYC1x3I+Irdxu1anu+kmJsKiDNk3D6zdA3kkoLXQ/DiGEuMhIS5W4aN3ev32t54tUIxallBO+vXGnzSbQu3JuKr2T2dwB3rpvIB/9dILHb+mFr9nAtkNn+eFgJqDNAP/zsWx+PpbNgvW/ckVUG26KDiO+V6jDpKQuhcU47vu3g1v+DTv+D+5cDcU5UJAJx7fBhtm1X+vIFlhcPsnpjF+0a5UVa3No1Wc6CCGEuIhIUiUuKkE+LibjdGLPLUmc3fI6A8Y+7tZzeJsqW6L0Ltb9u6prG67q2sa+b6synun7Odfw0U8n+OinE+w8kmXvHvz7ul0oisKcG7pzx4AIfM0ufn2Doxz3Lf7Qb4L2APBtA0GXQMRlWpJUnAO/bdDuFAQIioIz+2te9/leNY9d+VdtPFany6HLMBn4LoS4qCmqKqNTq8vJySEgIIDs7Gz8/c9hbItoMf6XepyvfjvFotv6YKpjNvVzdTa/hFbPagnTD52mEHvPM3XW+e/WI8z5YBe9wv1JeuRK+/EDp/JI+jmNpF1p7E13nOfq0g6BjL2sA/G9Q6vNAI/WdWffzq476JICOPwddLwcTFUWhM4/A8/W3j3qVGAHGLsG2vSofUFpIYRoRJ7+/JakyomKN6XHSz24tfetTOs3jbbebT0dljhP5BeX4bMwCKh/UmW1qXyz/xQxEYEO3YdV/ePjX3jju0M1jpv0Oq7q2oZbYsIZ3qMt3iaD+0lVbU7tg+WNsHBzxCCt+9En6NyvJYQQTng6qZLuvzp89MdHfPTHRwBc2e5Kll+z3GGGbiGqq9oSdtq3W73q6HUKQ7vVnrg/OqIn3UL8CPG3sPVQJt5GPet/TmNfRi6f78ng8z0ZeBn1DO8Zwr/P6RVU06Yb3LgYPvmrtj90rtb6dNmf4JmOYPTW7jDcNA9y01xf5+j3WqvXgEkQ1hd6JYDJT1qyhBAXDGmpcqJqS5Xeq+bdWwDv3vQu3Vt3lwRL1KCqKjfOfYleukN0vuZPPHR1VN2VzsG+9Fw+Lh+DdSSzAIBDlrvs55+6LIVL2vgytFtbQvzNDfuZzT8Ni7tqM7GP/9B5mbISbW6sM7/DpzPdu36rzhAeA7EPQIfYOosLIYQz0lJ1nhq9frR9+67ud3F719uJatW0H57i/KAoCnvUjuyxduRvzZB0dwv1o1toN/5yXVd+PpbNMxv2wvHK8698c9C+Heht5MqoNgy+JIjBlwTRobV3/ZIsn2CYexz0ZtdlDCaIvAaMXpXH5mdBxm7Ysx6+WuS67tmD2uOX8oRN0UFoNAx+RBuf5d9OW2Kn6ngvIYRoYaSlyomKTPfM2TMs/GkhGw5tqLsSEO4TztjuYxkZOZJWllZNHKVoyTrNTgLgb/HdeGhYZLM+9/bDZ+n/Rif7/rTum/lf6gmX5QO9jdzerz239mtHzzD/c299tZbBmzdq3Ya3OOmIPLETVg49t+eocOd/4fRv0HEwRDTCuC8hxHnN0y1VklQ5Uf1N+enUT4R4h3Dte9fW+xpBliDOFJ2hX9t+rLphVRNGK1oiTyZVecVl+C6sHAyuzs/i8z0n+f7AGYZ2a8P2w2fZ8vsZdh49S6m15q//8B5t6d+xNZd1akXvdgFYjM67wBtMVbVFnlt3gYF/guxjcHIvrL0HooaDdzD8+ErDr39PEnS6otHCFUKcPySpaoFcvSn5pfkUlhVSVFbEhkMbKCgt4JVd9fvj36N1D5YMXUKYTxgGnfS6NhdVVTmWd4xwn3Cns5s3lYqk6q/XdeXhJh5T5VQ97v4rKCnjhc/38/X+0+xJy3FaxqTXEd0+gAEdW3Fph1ZEtw8gPMDSNGMJbbbKQes2G+SeAN8QKMmHr56B719073r974Gu12vdkV6ttNnkdcbK7kkZDynEBUeSqhbInTfl62Nf8/nhz/nwdxeDd2uxeMhiymxlDI0Yik8di/qK+imxlnAo5xBv/fIW90Xfx8h1I+3nVgxfwZTPpwAwLGIYT1/xNL4m3yaJoyKpWnRbNHdWWfuv2ZQnVTmqF/7/SK9XlT9O5ZFdWMr2Q2fZdjiT7YfPcjqvpEa5IB8TfdoHEN0+kOh2AfRpH0CIv6VRw6/BZoX/jIJWHbU7DU/sBEsgpO+CqGvh+HZ4c0T9r2cJ1CZAPb698ljrLpCTBgHtoPMQbf3DjoMb+5UIIZqQJFUtUEPeFJtq48sjX+Jv9ue+jQ1boPd/Cf9j3e/rmNBzAv4mf2yqDYuhiT+sLiA/pP3AQ8kPUWwtrlf5fm378bfL/sZfv/orx/OOO5xbdf0q+oX0a3AsH/90gu9+P82ChN4Y9c0/ZcCdc5/l74b/8GjpffxvoYvFlOugqiqHzxSw7fBZth/OJPVoNvszcimz1fyT0cbPTHS7AHq3C6B3uD/R7QMI9W+iFi1XrKXw5dPw7XONd80r/woD7tMSLSFEiydJVQvUWG/KjC9n8PmRzxslpnCfcLoEdmHB5QvIKMggyBJEqE9oo1z7QlBYVsid6+/kQPaBRrtmmE8YG0dt5Pu071n580rMBjO9gnoxIGQA0cHReBu90Sktc46lipYygEOL3GjBqUNRqZVfTuSw+7i2NuHu49nsP5mLkzyLIB8TvdtpLWZDu7WhZ5g/XUP8aOXGUkENkr4LVpSPqRq5XPvq1Rp+Wg0o4BcGHeO0AfXHt2kD3fUmKCuCA5tdXzekN1z1N23Znz++gBOpEBABv2+C/FName43QV4GnN6vzcPlHQTFedq4seAoGDoHjPKPkhBNRZKqFqix3pS8kjy+T/ueweGDeX//+/zzx382YpSONt2+CS+DF/6mRrh76zzU///6U2Kr2VVVXYA5gOzi+s8wHt8pno2HNtZaJi4sjsvbXU7fNn3p26Zvi/j+N1VS5UxBSRl70nLYfTyHXccrEq08rM4yLSDY10zXEF+6hvgRVf61a1u/+i0W3dQyfoEPp2h3Ev74atM/34SPoMMg+PV/oNND214QFAl6GXcpRENIUtUCNdWbcqrgFOM/HV+jq6mpdPLvRKmtlIdiHiK+UzwmfRO3EHiAqqqM+3QcP5/62WWZyMBIfs/6HdBmxR/fczxv73mbr459BUB73/a8ct0rTP9yOnf3uJtbo24l5q0YrKq1QTFdHXE1c2LnEOoTSnp+OrkluXQJ6OKRgfLQ9EmVM0WlVvam5/LVvlP8L/U4Br1CfrGV41mFLuu09TMTFeJL52AfOgf70jnYm05BPrRv5d3k6zU6lfYTZB+H717QZoNvCl6ttAWpq/MO1madD+ur3cnYpntlF6Sqaq1qVecDc6WirM0KeiPoDFCcq7W0Wfwhcnjjvh4hPEySqhaoKd+U7OJsHvniEW665Cbu6HoHR3KOEO4bjk7RkZ6fzoZDG9ibuZdPD37aqM9bl2s7Xsu9ve6ljXcbQrxDWkRrS3387/f/8eh3j9Zapmpr042db+SZq54h6UASs7+ZDcDl4Zez4toVDnW+OPIF076sHIv0fzf8H+G+4bTx0hZKPllwkld2vcI7+94h2CuY04WnHeq3923Pn/r8iflb5teIJ8IvgivbXUmJrYQgSxCxYbH0DOrZqDcr9P3HZ2QXlgKeSapcySsu4/eTefyWkcv+jFx+y8hjf0YuJ7KLXNbR6xTaBXrRMcibzsE+dAzyoXOwNx1a+9C+lVfjT/ngjKpCWqqW7KBqC1Cf2gtlxdDterCU32155g/4+R1oN0C7u9Crldbd+PsmSF4ABaeh05XaIPntbzZ93HW5611ofxl4t3avns2qdXNmH9PWhtSbtK7U9N1aN2f+KS2Zyz+t3Vzg00Zbzshaon0/vALBvz2E9QE/GcYgGo8kVS2Qp98UVVV57LvH+N8f/wMgZWwKJwtP8ubuN/k963eyi7NZe/NavI3eHM09yrb0bczbMq/J47qr+130D+lPl4AuhPuGYzFYPDqmKLMokyHvDKmz3H297+P13a8DMLrraB6Le4wtJ7bw501/BrSka/GQxQ51fjv7G6M+GgVAoDmQb+78ptbnUFWV/Vn7WZCygNRTqQ14NZVi2sSQWZRJQmQC4b7htPVuS5BXEOE+4fW+ceGzX9KZ++EuloyOYUjXNucUT3PILSpl/8k8/jiZx8HT+Rw4lc+hM/kcPlNAYWntLYah/hY6tPYmorU3HVp70zHIm2BfM53b+BDqb0Gva6H/IGz8O6Qsq9zvMBhGLoNj27QEZevK5ovlyr9CbjpcMQNad9aSxWNbtTsiT/8GP7wM+z9ruuc3+kBpvrbGZMzdTTNzvs0Kqk1rsRMXLE9/fktS5YSn35QKBaUFlNpKCTAH1F0Y7e63yZ9N5vX41+u8A9HL4EVhmeuuGHe1trQmsyiT6OBobuh8AztP7iQhMoGO/h1p59sOvaJv9NavketG1mtg+qOxj/LkD08CcG/ve0nsn8jezL3c8fEdANwWdRv/GPwPhzqnCk5x9dqrAejeujtrb15b77ie/P5J3tn3DqCN4Zo3aB77s/YTGxrL0dyjfHrwU1LSUuzlW5lbcbbYSReQE60trfEz+RHiHUK31t0IMAUQ7htOhF8EHfw70Mrc6rxpZawPVVU5mVvModNaknXoTAGHz+Rz8HQBR87kk19Se8Kl1ymE+ltoF+hFaICFsEALYf4WwgK9CA/QjgX5mNB5IvH6ZR2snahtj1gCl012PH9sO5zYAT1HwivXaK08wVFaK8/ZQ2Dy1ZKe1Le18iZf6D1KayEK6Q0Hv9KW97lsstbll/ELpP4H+k2A3Az42sUYT0WnJR9Npf1ALZ78U1rLXX216gwmHy35q6jn306bHkNv1FoSI2IhuKt2s0L2USg4U79ru+qGbdtLi9NWCv0mai2MhVnaOpUB7bVto7dW11qiLa1k9JabEZqKzQbvT9IWbh/3vvbzUI2nP79lNGQL5m1077+12LBYdk3cBcBf+v+FJduXMDl6MtP6ub6l3mqzsvfsXr499i0GnYHYsFj+yPqD9357z60Wl8yiTAB2nd7FrtNaDJsOb3JZvlurbgDsO7uPrq26MqT9ECIDI2nj3YZAcyCtLa1pbWntkCAcyz2Gn8kPf5M/T/3wVL3v9Av3Dbdv+xi0X0I/k1/lMSfdboHmQPu2u/939Azqad+ODo7muk7XcR3XATAgdAC3Rt3K18e+ZvG2xfxr2L/oFNCJtLw0vjz6JSXWEgrKCtiTuQdvgzfH845zIu8EZ4rOYFNtZBZlklmUyeGcw2xN31rjub0MXvRo3YMJvSZwTYdryCvJ47sT32HWmwk0B2LWmzHrzQR7B+Nv8tw/DPWlKAoh/hZC/C3EdglyOKeqKmcLSjmSqSVaRzMLOJJZwOd7TpKZr920YLWpHM8qrHUsl0mvIyTATFiAF+EBFkIDvAgLsNDWz0xbfzNt/Sy08TM3fjdj2x6V2yHRNc+37689AGbscn2dBBeTol7+iON+p8sh9n5tW1W1hCPtJ61VrCpnCVXbXnDyl8r9vmO1dRl924LZX0tggi7Rzh3foSUWbbtrz5OxW7ur0i9MS/oqfqetpfDVP7UWsdruuqxw9mDNYznHtUeFoz9oD3c5S6jA8TV/t7T+19ObtCTLEghFWVr38KXjtSQsL13rMvUJ1uZbC4iAtj0h/6S2H9hRu2s064i27uWJHeUXVYAqf4s6D9G6kouzte/zyV+163cZol2/TTet27VnAnyzRGv9U1WtSzagnXZXasfB4B+uJYhGby3OpvqnrKQADnwJEYPAp/x3ef/n2vfHWqL93HW7sbIruqwYMg/Ake/h4Ndw03Ow52P45QPt/Ior4I43te9XWbHWHR3Wp2lid4O0VDnh6Uy3pSqzlaGicjz3OP/e+W8+O1yzO6BLQBcsBgsHsw82akvYuVg3ch0J/0sAYFq/aUyOnkx2cTZXrNFuu3eVeEav0j7oIgMj+XBk/Sd3rWgxBLg18laeuPyJc3wFWgKRUZDB2aKz7D6zm/1n96NX9OSX5nMs7xhHc4+SkZ+BWuWP7n297+Pdfe+SV5rn9Jp+Jj/a+bZDp+hQVZXewb0J9w3HqDMS4h1CqE8ooT6htPFqg07RnTctYHnFZexLzyUmIpCTuUUcP1tIWnYRadnlX7OKSMspIi2rkFN5xdT3L6C/xUBbfy3ZauNn1pIuP4s98QryNREWYMHPUs/upeI8WFg++Hz6Lu0D1BNKC7VB76n/hR1vQe/btBaxohxoP0BLvkLLkz5VbboPXZsN9iXBp7OhJBeKsqH1JVpyYLNq3ZKBHbTB9u0vgz0faQt8h/TUXsMfX0JxDpj9tJaqsmItuTm1R0sWirK1BDBioDblRdbhyufuNwFO7oFjPzrG1P0mKMnTkr6Yu2H3B9BC/q41CaMP2MrAWgwGL8fX6t9eW/FAZ9SS6MCO0OMmbcUDa6n2vfdvp71XZw+B2ReObtUSxB43weePn1ts3sF1t2xGDCKn22gCrpwsLVWi5atYXqdTQCeWDF1SZ/liazF5JXl8sP8DPvrjI47kHsHX6EthWSH92vZjf9Z+ewsXVHZJNnbXZFvvtvZtW/l/4b7GypnUG/v/ijbelWOYGmthbUVR7ElOj6AeTssUW4v5/ezvvL77dT47/Jl9HFm4Tzgn8rUFlS16C0VWbVB4bkkuezP32uvvydxTZxwxbWIwG8z4m/zxM/nR1rstrS3af5b+Jn+CvYIJNAfSytIKP5MfFn0zTwAK+JoN9O+ofd/DArwIC3B9l1yp1UZGThHp2UWcyC4iPbuQE1na/sncIk7mFnMyt5iSMhs5RWXkFOXx+0nnSWoFRYEgHzPBviaCfE0E+ZgJ8jUR7KsdaxfoTURrL8ICvDFd9ySUFnkuoYLKuwhjxmqP6vwrW3qbdGkfnQ563Kw96qNdtcl5+97ZOHHYrFoiVXHzQVU3Pa9Nf/HBn2DAJC1ZOPK91uXa/SZ4rXx92NZdtFYWZ7rfpLUMmXzg7GHofCV8XO2fumvmazcBFOeUD/bvBNvfqDzf+So49K3WbdnpSu19+aX8Hz+/MK38kRTHa0Zdp82tln/S9Wsvza/crv43OOeY4/6Z/fDt866vVeHswZqtoQ1RkVAFdtTuiK3o9q7q6Pfwe0rN481IkirRZMx6M2YvM3/q8yf+1OdP9apTai3FqDfy29nf+M+v/wG0btCP//iYYmtxvWdLr6pq915FUlV1eoOqrTvOuJsUBFkqu6mqJm9Nzaw30yu4F3+77G8OrYirR6zGoDNwpvAMXQK7UGorpaisiAPZB/jp5E+cKjxFVnEWekVvT4RzSnJIz0/nZMFJytQy+7XcHYRvUAy09tK6co06IzpFR1vvtngZvLDoLQSYA2jr3RY/kx86RUeAOYAgSxAWgwUvgxeB5sAmnQrEqNfRvpU37Vu57mpXVZWcwjJ7knUqt1jbzikuT7q07aNnCyi1qqgqnM4r5nRe7T+rOgWGdI0l0NvEnqVfo9cpeJv0BHiZCPY10drHRGiABVUFP4sBf4sRfy8j/l4G/CxG/C0GfEwGz4wHu5Dp9M4TKgCDGfqM1h4VLrm6crvqOptlJfDv/qBaodetlTcljHqt5piriqSq/71w/ULn02Vc9VdtfFf4pc5ju+PNmscOp2itTh2v0OY+KyvRkpHIa7REviRfSyL/+ELrKizK1lqUTu/TWqpCempj4MqKtO9J687aNX/5QBvjFtYHDn1XOe4MIHq0NmYOFX7bUOV756Ulk2f2O8YY97DjDRsAKNDzFi2BBbh2AWyap3VR3v46hMVUtpo6S648SLr/nKjo/tsaGYWvvvLD1+/aawn602RseXl4x8WdN90hF6oDWQcY+b+RNY4rqkrEKTjRGgb+pjLzl8481ecgh0IUXlhlwCeiE37XXMNI48sUmGFO1hUM/sNAadoJUCHg5psJGHkLl64fCmjjv9675b16x6WqKn3e0vr2p146lfv73N8or7chzw/Yx9k1RJmtjIPZB/n8yOeYdCYCzAHkleSRXZKNTtFxKPsQKiqqqpKen86pwlOUWEvIKclp8Dxf1ekVPd4Gb3xMPvgafbWHqdpXoy/eRm/8TH4EmAIwG8x0CehCqbUUk96El9ELP6M2jq4pf29zikrJyi8lp6iUzPwSzuQXcyavhNN5JZzJ05Kw41mFHDtbQFHpuQ8G1ylay5y/lxF/i1FLvsq3qyZf2rHKxKwiSfOzGDB4YBmli0ZRtjZW6Ng2ePt27ZizBc5X3wm/fQoPb4fgyOaNsbFUpBLVf78yD2rfg4oxd7XVr1539wfalBt1rcFpK/9dKjhDzpFdBPS6Ru7+a0lcJVV16bBqFYpOwRQZid7fH1u+1pSql3FZTUZVVY7nHWfVL6uIyvWhwxufo9t7AL+Cmj/WBd46vAsqP8iyvOFIW4U+h5z/ChyK8uNfQwp46kMvvM44dvmYoyIp3q9NKGru0QNbbi5effrgc/nl+N9wPX3fHQiKwrReD3BP5zHoLBYUkwlbURGKwYBiqewWU1W10T/oK8aDwbklVQ1Vai2loKyAwrJCzhSe4XThafJL8ym1lZJfmk+RtYiisiLOFJ4hsyiT3JJcThae5HThaYw6o72srZHvQjPqjFormcGiJWpGH7wMXngbvbHoLfavfiY/fIw+WAwWLHqL9tVgwUvvhdlgtm9bDBbMejNeBi/MenO9J3hVVZUXN//Bsxv3ATDpis5cGRVMQYmVswUlnMkrIS27iCOZ+fiaDRSUWMkpLCW3qIycolJyCssosTbO98bbpLcnWN5mA75mPT4mAz5mAz5mvfa1Yt+kx8ukx9tkwNu+rcfbaLBvexn10npWnarCrrUQ2kcbwF+dtVQbZO7b8qc/aek8PSZakionGppU1SZk7hx0vn74XnkF+qAgbAWF5H/7DYW7dhE0eTL6wEAURcGWn49iNoNeD6qKonP8L1JVVUp+/x2dfwDGkLYunu3iUnr8OLnJX5Dx9NMNvobOx8eeBDeG473asjkil7s3NGxsmF98vD0mU5fOKEYj1rNZeEX3Rufjg87bG1tREXp/f/T+/ihmM4rZjCEoCMVg8HhS1Rhsqo3cklyKyoooKCsgvzSf3JJch695pXnkleSRV5pHQWkBuaW5HMk5wpHcIwDaAHuURms1q4tRZ3RMuAxmh+SrolszwByAraQ1L3/qA6rCP8f5ouiLUFAw6o3oFT0mvQmz3oxBMWAxWDDpTdpDpx1XVQNFpQrFxToKSiCvWEu8KpKu3KLq22X287lFZRTUMR3FubAYdXibDHgZ9fiY9XiZDHgb9Y6JmKk8ETNqx8xGLSGzGHXlXyseNfctBknchHOSVLVATZFUNZeA226jeO9eivbtw+/qq8ndVDmtgVdMDCVHj2IMC6No9+4adXV+fuj9/Cg9cQLFZMLSsyeFqamgKLS6+24Mbdui8/LC1CECW1Gx9qFfWIClRw+Mbdtizc9HLS7GEBREyaFDmCIrm7GbosvFmpfPsQceoODHH2stZ+rShZID2qBR7wEDKPrtN2w5Ofbz3gMG0PE//+dQ58xrr3HyWccJQdvOnkXuxs/QeVnwHTqM3C++oOD77/G58kryv6l9ctBmo9NhDA1lV79WLO6yl9lnYul7VE9ZxkmK9+3D3LMHJYcO43v55egDA9C3DgKbjYKdO1AMRvyuHY5aXIJaWoqpQwSG4GB0fn7ofH1RTCbUklIUk3Z3m6LToW/VCrW4mLLMsxhat0Ln7Y1qtaKWlqKzeG6uHqvNSnpBOmE+YegUHcXWYnKKcyizlVFoLaSwrJCC0gIKSgsotGrbhWWF5JbkUmItsSdsxdZiisuKKbQWUlRWRLG1mKKyIgrLCimyFlFcVmwf+O9pJp3JnohZDBb0il5LxqocN+vNGPVGDIoBUFBVHagGVJsBVdWj2gzYbHqsNj02q54Sq0JZGZRYoaRUR2kZlJQp5Q8oKVUoLoWiUiguVUDVAXpUVa9tq3rtgc7xGDq0KQLO4fXqdZiNOixGPWZD5VfHbT1mo86+bTLotIe+2tfq2wYd5vJ9Y7UyZoPjvnSftiySVLVAFW/K2bQ0AkNDKdy1GxQFnZeFow88SOmRI54O8byn8/PDlpvrcMwQEoIpIgLFywt0CrbcPAp37CBg5EhKMzIoPX4c/xtvBJ1Cwfc/ULhzZ53PY1P0mO+bStEby9DZyjBMeBi/kbfhk3mAY3+ajAKYRt9DWp/b8A+ycDa9AJtVpWc/f06PuhadasPYtTtez75OWZkNk8WgtSDqFYxmPcX5pZi8jBhMOrz9TSjZZzg+fYY9Nu8BA/AZchXW06fxGToMnY8P1pMZoNNzbOpUvC+7DK++fVHLSsl8Tbtbz9iuHb5DrkLn74+toAC1sAjVZqVozx50JjOqasOalYX19Bn0AQGUnjyJYjSiFraQW72NRigtRbFY0Ldqhd7fH7WkBFtxEWpRMaYOHVCMRhRvL9SiYhS9HhQFQ3CQlrhZbWC1ovPzQ9HrUYwG0Bu0cgZtElnFZAa9DmwqismEYjSCTkFnsWgJoNGEuUtnSo4c1Y6bzaDTo+h1KF5eKIqCalNBAZ3JBIqCYjRqdS3u3bFoU2325KvIWp5wlSdgNbatRRSUFnC26CzfHP/GPtdae9/2RAZq/4SU2kopU8soLiumoKwABUVL4KzFlFhLKLWWatv1WEC8JVPQo0OPgpZkKegdkzCbHlXVYVP1qDYdNpuCrUpiptoTNO2YPWkrv479vD3Rc5HkUZEM6qpcU1f+POXlKvYdkkPtugrliZe+PGnTmcu3FYx6E0a9HpNewWTQY9RXlNVh1CvafpWEzqArP1Z+zqDXjhn0CkadDoNesR/T6xSMegW9zvm+Qa+UH6/c1+sUDBXXqaij011QrX6SVAHLly/n2WefJT09nb59+/Lvf/+bgQMHuiy/du1aHnvsMQ4dOkRUVBTPPPMMN954o/28qqrMnz+fV155haysLC6//HJeeukloqKi6hVPXW+KNSeHgu3b8b3iCu2PeTlbYSFlGRn8cf0NtBo3DrW4mKy19Z+JW7hPRaHMYCHfJ5xs/85kBUZSYgog168D+rJCFFTKDNqdXb55x8jzbW+v652fhrk4i6zW3VFd/NcckPU7eQEdsSr1m3vIaNaDasP71O9456eT13kAucXmGuXMPgaK87W76gxmPWaLHr1Rh7VMpSivFIuvEZ1eQVHAYNJaS3V6pfyrDqNZ++9YUbQyeqMevR6UslIseeno/vcGATkHOBvYlbLLR2BTDFBaAgGttVYk1YpSVoLt9Cl0tlJKz2ZhKyjE2LoVOsUGxUUo3j4o2adRss9gVYxY9WbMxWex6Qwo5YNK9WVaK42q06OzlWHTGdDZykBVMViLUFHQ20pQFR2qonVp69QyFNWGolpRVBuqoivf146Bgk3Ro7eVatdC1d5pVaVi8kPFYayVat9XVNs5tn8Aer3WBV9Whs7fH8VgQC0sRPHxRjEY0Xl7g82GarOi6A1acgfovX1QVRW1rBRFb0Axm+zvkc7XD1txEXofXzDo0QcGkt/ai/lpr6KzwXyf0fhS3rJX8Tr1Bm38nUGv3ZGmaK2D6PTaCHWdDpsCZYqKFRtWxYZVUSnFSqlqxaZAqWKlDBtlWCnBSilllGHDiopVr2DFRolBpcioUKKUny8tphQrJWoZZYoNm7UMm9WKzVpGKVaKDSpWaxmlahlWWxk2axlFehWlpFSrp7NSTJlWhvJtnYpNAasObDqwKTTt9AwtmGozoCWNRhTFhqoqgILOkI+tNAAUG9iMqDYjqEa0N75E+1qj1U8HSkU3rs4hSdRaHr3AZkLRFYFS5aNeVVCrJI6gQ4ceHUZ0qjeK6oPOkI9OUdEpCjqdDr2iQ1f+0CtK+bYevU4pP6ZHr6v8alCMWPS+WHR+6HQqNqUQnQIGnXY9g06vXb88sdPr9BjKn8eg16NXdOUJod7+1aDoMeqNGHU6rcW1/JxRpyWsOkVHSX4Bw/v2vHiTqnfeeYcJEyawYsUKYmNjWbp0KWvXrmXfvn20bVtzzNCWLVu46qqrWLhwITfddBOrV6/mmWeeYceOHfTu3RuAZ555hoULF7Jq1So6d+7MY489xq5du/j111+x1KNLoiKpeuOxLyg6q2AtteEXZMHL18jJw7lEXRbCgdRTBLXzxWjWo9pUTh7KIXZkF0xeBqylNjLT8jm29ywF2UVYfEwY80+Tf7YIv7xjWIrOYNMZ8CnI4GxgFPr2HdCHhNHGkMnR4za8/Mz4f/NfbIqBXL8IymKGQPpRinKLKfQKxj/nEO1uHc7vu3MJ7ezHsb1ZdOrpz5kvUyjGgoli2qT9iKXoDPneoZSMvJ/8E2cIbG3Ev3MINhuoOgPYytjz/SlKCitvmff2N1FcWIa11EZwe19OH6scoN2tXyvKbHryM/PxsuVyIh3MFh3BXnmUWvWUKUYswYFQUkJegUJZUQneRafILPSiUKfdeWUqy6ONJVfrdioqoPBkJnmWEArxIciUg8kIqtkLigooOp0FJgsGLzOnSwMxUYRVMeKtL4bMU+T6dzy3H74qvPyMhHTy59TRPPKzXN8K7x1gwlpmAxWKC8pclhMepNpQULWETi1DQdWSNVUtT1gULaGzJ2u28nM2FFXb19lK0FXUgfKyVNtXy3M8VUsYqUjqtOtVbFdcE0BXnihqX0vLE1E9oGDTGbTkV1Hs11bsyWRF0qhtVySYVRPNqhT7n3W1Slmb/WFPTqu8BgUVxWYtj9/pN7a8XLXvQ9Vkt8r1nJYt31dQtcRQUUCnaC2DOgVVp6CUlEJpqXYeUGxWVIMBxWq1X7fiemp5cqbqFNCBTadD1Ve8+yqqakMt/36oivY9sAE6m7U8TO1aqmIrf4Vq+bx12rXV8vdSVVRsiopVgTKDihWVMr0NQ6mKraKuomLTQYm+4vuvoKilqIqNMl0Z/gVWio3eFFj0WHUqVr2NMp2NMr0Nq85GQL6KXjUBekBFZ1PL3wub9hod3gkrUJFMGbXzSsW3V8WmWMuTKO11WBVA0aEqYFPKX5uiJbe28m3tNWI/V8FWcd2KcyhVtgGlsgyAvtr9EypaIm2oMoTPpkCZHnQVNwxW+3lTFRyeo+KrUl62Ijm36rTn01sr6xWUWVn+8r6LN6mKjY3lsssuY9kybZ4Km81GREQEU6dOZfbs2TXKjxkzhvz8fNavX28/NmjQIGJiYlixYgWqqhIeHs5f/vIX/vrXvwKQnZ1NSEgIb775JnfeWfcEcRVJ1b/v+Q9e9oU9q36bKpcLUGqcc1VGV+VYxU9glT98ilLtuI7KPyDaH/zyH8/ybRsKuir/7Wn/baDoQbVq3RkV16jyB9bxj5KtfI6mij+ANcePOftfsvqrVZy+fsfaDt8np/+gqigu2xgqr++8qor2B0apEo8NFAugEjUgmP3bMgAbwe29yTltpbQIUItQsRHYxkh4ZACqzYbNZtPeC8XA/h/SUAGTl57OMW3st+2qNhXVpmKzWikrs2K2mCgpKkZvMFFcqJB7upDcM3mo2DCZbLQKDcTkbUSnA2tZCbYyFZ3egM2qlrcy6bBZbag2tcpPgPYcqNrvBIBqLX+/1IoYbNo6beXfA1XVXnlZcRn52SX2D2cvXz2KXkFVVXT6ip+rir+cSvmPh6p1pSlK+X/O2vfcpkKZ1Uphfgko4OVlticNOkXBalVRdApQBjbtv19FUcvjqfL56vAOKoDN/rwV77taXkcBLXa14iezMhlStf+vtWsoSpWf7ao/IAoKCiq2yqd28SNa+fNf+fvn/KdQsZdX7N/z6tdxVbdKQcVQ5XcZ7ffVaXCOf2+a+490/T8V1Gpf7alUw563wTVrqev2a8G+/mHNOeyUyq8OL1Otcl5xLFexZbNpLY1K9aDq/rvnrLiiaqmjY/Vq11LV8k+d6p85zjiWqbySizhc/1JV+YmtTOpVRfsMdPUdrXERl4l9zWNVr1FQUsSE/8y5OGdULykpYfv27cyZM8d+TKfTMXz4cFJSnM+KmpKSQmJiosOx+Ph41q1bB8DBgwdJT09n+PDh9vMBAQHExsaSkpLiNKkqLi6muLiydSKnfBDzNYFB+JlrrgsnzjO/Q0hgR207D7CUPyqUAXtrVgtuFVC54+R8rVpV2c4tfzQXPdC6HuWq/913Nd7WiOP3SwghWqjc4sa7i7shPJpUnT59GqvVSkhIiMPxkJAQ9u51/imWnp7utHx6err9fMUxV2WqW7hwIf/4xz9qHC9TSylTS+t+IfZJz6r/Z+6YVatOjjm5WOU1nKXwFf+llP/XXjUGe3N2+X/wankrgKo4/g+iVLuWWuO5qv7X5TxeZ6+sttdU9T9991T5D9hFC1fFPzWKQnlLCyg6BZtVa73SWp600oqiYLWWaf9NlXcv6AzG8gYf7fWqapULVrSk2J+Aykd5OVWpbDDUnrO8uE5BrzfYW5oUBZTysTGqrVobedU3peo/n1XHnZSPn7K/O0pFvI6NNhWh2cpK0ekN5WV1qKoNRdFVeVer/MyoKuh19rr2762tvGneqj2/qi9vVbW3eJU/p07bV22Vc25Vn3/L3iJWHrCCAopa/tNR9f9i1f70ld8Vxb6ckFL+3K7m91LVipbEMvQGJ2Phql63/D3V/pl21WKkVKmnVsZR15gg+/mKa6j2ltCKujar1mrlMHVKUzRL1fu/fictGs5/8RyqKKpjvbrbruuKrb6qxVvfazm0/NRs3XF63KFetdabirKq43F7yzIqqlVFMWAfg1e9vH3uy/LWVsfrO4vD4Qe55s+v6rxqjetXj9sJ5x9p1a9es0XLIczqjWrOnqchPwvVKuXrCxpwkcYjy9QAc+bMcWj9ysnJISIigo5PDJEFlYUQQojzRE5ODtS9NG2T8egEG8HBwej1ejIyMhyOZ2RkEBoa6rROaGhoreUrvrpzTbPZjL+/v8NDCCGEEMIdHk2qTCYT/fv3Jzk52X7MZrORnJxMXFyc0zpxcXEO5QE2bdpkL9+5c2dCQ0MdyuTk5PDDDz+4vKYQQgghxLnyePdfYmIiEydOZMCAAQwcOJClS5eSn5/PvffeC8CECRNo164dCxcuBGDatGkMGTKEJUuWMGLECNasWcO2/2/v3oOiOs8/gH8XluUqF0WuFRRBEEUETSiXVGdkpIS22jjGWmI1mDZQL9Ckooka0lwqQ6sNdRLSWKq2GowmwVqjGOoFo0NBBBQqxRsGayBYlbuVhX1+f2Q4P1dIBbOwyfH7mdkZ932fPe/7nJdxnz17ztmyMrzzzjsAvjjPIS0tDa+99hoCAgKUWyp4eXlh7ty55kqTiIiIVM7sRdWCBQtw/fp1vPTSS2hsbMTUqVNRUFCgnGheX18Pi7tO4oyKisK7776LdevW4cUXX0RAQAD27t2r3KMKANLT09HR0YGf/exnaG5uRkxMDAoKCgZ0jyoiIiKiB2H2+1R9HZn7NvdEREQ0eOZ+/+YvQRIRERGZAIsqIiIiIhNgUUVERERkAiyqiIiIiEyARRURERGRCbCoIiIiIjIBFlVEREREJsCiioiIiMgEWFQRERERmYDZf6bm66j3JvOtra1mngkRERENVO/7trl+LIZFVT9u3LgBABgzZoyZZ0JERESDdePGDTg5OQ37uCyq+jFy5EgAX/yYszkWxVxaW1sxZswYXL169aH6zUPmzbwfBsybeT8MWlpa4OPjo7yPDzcWVf2wsPjiVDMnJ6eH6o+xl6OjI/N+iDDvhwvzfrg8rHn3vo8P+7hmGZWIiIhIZVhUEREREZkAi6p+WFtbIyMjA9bW1uaeyrBi3sz7YcC8mffDgHmbJ2+NmOu6QyIiIiIV4ZEqIiIiIhNgUUVERERkAiyqiIiIiEyARRURERGRCai2qNqwYQMeeeQRjBgxAm5ubpg7dy5qa2uNYv773/9i2bJlGDVqFBwcHDBv3jx8/vnnRjH19fVISEiAnZ0d3NzcsGrVKnR3dxvFHDt2DOHh4bC2toa/vz+2bds21Ol9qZycHEyZMkW54VtkZCQOHjyo9Ksx53tlZmZCo9EgLS1NaVNr3i+//DI0Go3RIygoSOlXa97Xrl3DU089hVGjRsHW1hYhISEoKytT+kUEL730Ejw9PWFra4vY2FhcuHDBaBs3b95EYmIiHB0d4ezsjKVLl6K9vd0o5uzZs3jsscdgY2ODMWPGICsra1jy+zJjx47ts94ajQbLli0DoM717unpwfr16zFu3DjY2tpi/PjxePXVV41+202t693W1oa0tDT4+vrC1tYWUVFROHXqlNKvlryPHz+O73//+/Dy8oJGo8HevXuN+oczzz179iAoKAg2NjYICQnBgQMHBpeMqFRcXJxs3bpVqqurpbKyUh5//HHx8fGR9vZ2JSY5OVnGjBkjhw8flrKyMvn2t78tUVFRSn93d7dMnjxZYmNjpaKiQg4cOCCurq7ywgsvKDGXL18WOzs7ee655+TcuXOyefNmsbS0lIKCgmHNt9e+ffvko48+kvPnz0ttba28+OKLYmVlJdXV1SKizpzvVlpaKmPHjpUpU6ZIamqq0q7WvDMyMmTSpEnS0NCgPK5fv670qzHvmzdviq+vryxZskRKSkrk8uXLcujQIbl48aISk5mZKU5OTrJ37145c+aM/OAHP5Bx48bJ7du3lZjvfve7EhoaKv/4xz/kk08+EX9/f1m4cKHS39LSIu7u7pKYmCjV1dWSl5cntra28oc//GFY871bU1OT0VoXFhYKADl69KiIqHO9X3/9dRk1apTs379f6urqZM+ePeLg4CDZ2dlKjFrX+8knn5Tg4GApKiqSCxcuSEZGhjg6Osq///1vEVFP3gcOHJC1a9fKhx9+KAAkPz/fqH+48jx58qRYWlpKVlaWnDt3TtatWydWVlZSVVU14FxUW1Tdq6mpSQBIUVGRiIg0NzeLlZWV7NmzR4mpqakRAFJcXCwiXyy0hYWFNDY2KjE5OTni6Ogod+7cERGR9PR0mTRpktFYCxYskLi4uKFOacBcXFzkj3/8o+pzbmtrk4CAACksLJQZM2YoRZWa887IyJDQ0NB++9Sa9+rVqyUmJuZL+w0Gg3h4eMhvfvMbpa25uVmsra0lLy9PRETOnTsnAOTUqVNKzMGDB0Wj0ci1a9dEROStt94SFxcXZT/0jh0YGGjqlB5YamqqjB8/XgwGg2rXOyEhQZKSkozannjiCUlMTBQR9a53Z2enWFpayv79+43aw8PDZe3atarN+96iajjzfPLJJyUhIcFoPhEREfLss88OeP6q/frvXi0tLQD+/8eST58+Db1ej9jYWCUmKCgIPj4+KC4uBgAUFxcjJCQE7u7uSkxcXBxaW1vxz3/+U4m5exu9Mb3bMKeenh7s2rULHR0diIyMVH3Oy5YtQ0JCQp+5qT3vCxcuwMvLC35+fkhMTER9fT0A9ea9b98+TJ8+HfPnz4ebmxvCwsKwZcsWpb+urg6NjY1Gc3ZyckJERIRR3s7Ozpg+fboSExsbCwsLC5SUlCgx3/nOd6DT6ZSYuLg41NbW4tatW0Od5n11dXVhx44dSEpKgkajUe16R0VF4fDhwzh//jwA4MyZMzhx4gTi4+MBqHe9u7u70dPTAxsbG6N2W1tbnDhxQrV532s48zTF3/5DUVQZDAakpaUhOjoakydPBgA0NjZCp9PB2dnZKNbd3R2NjY1KzN3/+fT29/b9r5jW1lbcvn17KNK5r6qqKjg4OMDa2hrJycnIz89HcHCwqnPetWsXysvLsWHDhj59as47IiIC27ZtQ0FBAXJyclBXV4fHHnsMbW1tqs378uXLyMnJQUBAAA4dOoSUlBSsXLkS27dvN5p3f3O+Oyc3Nzejfq1Wi5EjRw5q35jT3r170dzcjCVLlgBQ79/5mjVr8KMf/QhBQUGwsrJCWFgY0tLSkJiYaDRvta33iBEjEBkZiVdffRWfffYZenp6sGPHDhQXF6OhoUG1ed9rOPP8spjB7AftgCO/wZYtW4bq6mqcOHHC3FMZFoGBgaisrERLSwvef/99LF68GEVFReae1pC5evUqUlNTUVhY2OdTndr1floHgClTpiAiIgK+vr7YvXs3bG1tzTizoWMwGDB9+nT8+te/BgCEhYWhuroab7/9NhYvXmzm2Q2f3NxcxMfHw8vLy9xTGVK7d+/Gzp078e6772LSpEmorKxEWloavLy8VL/ef/nLX5CUlARvb29YWloiPDwcCxcuxOnTp809NfoSqj9StXz5cuzfvx9Hjx7Ft771LaXdw8MDXV1daG5uNor//PPP4eHhocTce+VM7/P7xTg6OprtTU2n08Hf3x/Tpk3Dhg0bEBoaiuzsbNXmfPr0aTQ1NSE8PBxarRZarRZFRUX4/e9/D61WC3d3d1Xm3R9nZ2dMmDABFy9eVO16e3p6Ijg42Kht4sSJyteevfPub85359TU1GTU393djZs3bw5q35jLp59+ir///e945plnlDa1rveqVauUo1UhISFYtGgRfvGLXyhHpdW83uPHj0dRURHa29tx9epVlJaWQq/Xw8/PT9V532048/yymMHsB9UWVSKC5cuXIz8/H0eOHMG4ceOM+qdNmwYrKyscPnxYaautrUV9fT0iIyMBAJGRkaiqqjJarMLCQjg6Oir/qUdGRhptozemdxtfBwaDAXfu3FFtzrNmzUJVVRUqKyuVx/Tp05GYmKj8W41596e9vR2XLl2Cp6enatc7Ojq6z+1Rzp8/D19fXwDAuHHj4OHhYTTn1tZWlJSUGOXd3Nxs9In/yJEjMBgMiIiIUGKOHz8OvV6vxBQWFiIwMBAuLi5Dlt9AbN26FW5ubkhISFDa1LrenZ2dsLAwfquytLSEwWAA8HCst729PTw9PXHr1i0cOnQIc+bMeSjyBoZ3fU3ytz/gU9q/YVJSUsTJyUmOHTtmdAlyZ2enEpOcnCw+Pj5y5MgRKSsrk8jISImMjFT6ey8/nj17tlRWVkpBQYGMHj2638uPV61aJTU1NfLmm2+a9fLjNWvWSFFRkdTV1cnZs2dlzZo1otFo5OOPPxYRdebcn7uv/hNRb97PP/+8HDt2TOrq6uTkyZMSGxsrrq6u0tTUJCLqzLu0tFS0Wq28/vrrcuHCBdm5c6fY2dnJjh07lJjMzExxdnaWv/71r3L27FmZM2dOv5dgh4WFSUlJiZw4cUICAgKMLsFubm4Wd3d3WbRokVRXV8uuXbvEzs7OrJfYi4j09PSIj4+PrF69uk+fGtd78eLF4u3trdxS4cMPPxRXV1dJT09XYtS63gUFBXLw4EG5fPmyfPzxxxIaGioRERHS1dUlIurJu62tTSoqKqSiokIAyKZNm6SiokI+/fTTYc3z5MmTotVq5be//a3U1NRIRkYGb6nQC0C/j61btyoxt2/flp///Ofi4uIidnZ28sMf/lAaGhqMtnPlyhWJj48XW1tbcXV1leeff170er1RzNGjR2Xq1Kmi0+nEz8/PaIzhlpSUJL6+vqLT6WT06NEya9YspaASUWfO/bm3qFJr3gsWLBBPT0/R6XTi7e0tCxYsMLpfk1rz/tvf/iaTJ08Wa2trCQoKknfeeceo32AwyPr168Xd3V2sra1l1qxZUltbaxRz48YNWbhwoTg4OIijo6M8/fTT0tbWZhRz5swZiYmJEWtra/H29pbMzMwhz+1+Dh06JAD65COizvVubW2V1NRU8fHxERsbG/Hz85O1a9caXRqv1vV+7733xM/PT3Q6nXh4eMiyZcukublZ6VdL3kePHu33/Xrx4sUiMrx57t69WyZMmCA6nU4mTZokH3300aBy0YjcdVtaIiIiInogqj2nioiIiGg4sagiIiIiMgEWVUREREQmwKKKiIiIyARYVBERERGZAIsqIiIiIhNgUUVERERkAiyqiIiIiEyARRURERGRCbCoIiIiIjIBFlVEZBJr1qyBtbU1fvzjHw8ofubMmdBoNNBoNKisrBzayX1DLVmyRNlHe/fuNfd0iOg+WFQRkUm88MIL2LhxI/Ly8nDx4sUBveanP/0pGhoaMHnyZKP24uJiWFpaIiEhYSimel8zZ85EWlqaWca+W3Z2NhoaGsw9DSIaIBZVRGQSTk5OWLp0KSwsLFBVVTWg19jZ2cHDwwNardaoPTc3FytWrMDx48fx2WefDcV0TaKrq2tIt+/k5AQPD48hHYOITIdFFRGZTHd3N+zs7FBdXf3A22hvb8d7772HlJQUJCQkYNu2bX1iZs6ciZUrVyI9PR0jR46Eh4cHXn75ZaW/ra0NiYmJsLe3h6enJ373u9/1Ofr0/vvvIyQkBLa2thg1ahRiY2PR0dGBJUuWoKioCNnZ2cpXb1euXFHGXb58OdLS0uDq6oq4uDgAwJ07d7By5Uq4ubnBxsYGMTExOHXqlNF8V6xYgbS0NLi4uMDd3R1btmxBR0cHnn76aYwYMQL+/v44ePDgA+83IjI/FlVEZDLr1q1De3v7Vyqqdu/ejaCgIAQGBuKpp57Cn/70J4hIn7jt27fD3t4eJSUlyMrKwiuvvILCwkIAwHPPPYeTJ09i3759KCwsxCeffILy8nLltQ0NDVi4cCGSkpJQU1ODY8eO4YknnoCIIDs7G5GRkcpXkw0NDRgzZozRuDqdDidPnsTbb78NAEhPT8cHH3yA7du3o7y8HP7+/oiLi8PNmzeNXufq6orS0lKsWLECKSkpmD9/PqKiolBeXo7Zs2dj0aJF6OzsfOB9R0RmJkREJlBWViY6nU4SEhIkODj4vvEzZsyQ1NTUPu1RUVHyxhtviIiIXq8XV1dXOXr0aJ/XxsTEGLU98sgjsnr1amltbRUrKyvZs2eP0tfc3Cx2dnbKeKdPnxYAcuXKlUHNbcaMGRIWFmbU1t7eLlZWVrJz506lraurS7y8vCQrK6vf+XZ3d4u9vb0sWrRIaWtoaBAAUlxc3GdcAJKfn9/vXIno64NHqojoKzMYDHj22WexfPly/OQnP8GFCxeg1+sHvZ3a2lqUlpZi4cKFAACtVosFCxYgNze3T+yUKVOMnnt6eqKpqQmXL1+GXq/Ho48+qvQ5OTkhMDBQeR4aGopZs2YhJCQE8+fPx5YtW3Dr1q0BzXHatGlGzy9dugS9Xo/o6GilzcrKCo8++ihqamr6na+lpSVGjRqFkJAQpc3d3R0A0NTUNKB5ENHXD4sqIvrKNm/ejP/85z945ZVXEBISAr1ej3/961+D3k5ubi66u7vh5eUFrVYLrVaLnJwcfPDBB2hpaTGKtbKyMnqu0WhgMBgGNI6lpSUKCwtx8OBBBAcHY/PmzQgMDERdXd19X2tvbz/whO4z37vbNBoNAAw4ByL6+mFRRURfybVr17B+/Xq8+eabsLe3R0BAAKytrQd9XlV3dzf+/Oc/Y+PGjaisrFQeZ86cgZeXF/Ly8ga0HT8/P1hZWRmdKN7S0oLz588bxWk0GkRHR+NXv/oVKioqoNPpkJ+fDwDQ6XTo6ekZ0Hjjx49XzrHqpdfrcerUKQQHBw9oG0SkDtr7hxARfbmVK1ciPj5euaeUVqvFxIkTB11U7d+/H7du3cLSpUvh5ORk1Ddv3jzk5uYiOTn5vtsZMWIEFi9ejFWrVmHkyJFwc3NDRkYGLCwslKNBJSUlOHz4MGbPng03NzeUlJTg+vXrmDhxIgBg7NixKCkpwZUrV+Dg4ICRI0fCwqL/z6D29vZISUlRxvPx8UFWVhY6OzuxdOnSQe0DIvpm45EqInpg+/fvx5EjR5CdnW3UHhISMuiiKjc3F7GxsX0KKuCLoqqsrAxnz54d0LY2bdqEyMhIfO9730NsbCyio6MxceJE2NjYAAAcHR1x/PhxPP7445gwYQLWrVuHjRs3Ij4+HgDwy1/+EpaWlggODsbo0aNRX1//P8fLzMzEvHnzsGjRIoSHh+PixYs4dOgQXFxcBrUPiOibTSPSz7XKRERDbObMmZg6dSreeOONIR+ro6MD3t7e2Lhx4zfy6JFGo0F+fj7mzp1r7qkQ0f/AI1VEZDZvvfUWHBwcBnwH9oGqqKhAXl4eLl26hPLyciQmJgIA5syZY9JxhlpycjIcHBzMPQ0iGiAeqSIis7h27Rpu374NAPDx8YFOpzPZtisqKvDMM8+gtrYWOp0O06ZNw6ZNm4xuYfBN0NTUhNbWVgBf3DLiQa88JKLhwaKKiIiIyAT49R8RERGRCbCoIiIiIjIBFlVEREREJsCiioiIiMgEWFQRERERmQCLKiIiIiITYFFFREREZAIsqoiIiIhMgEUVERERkQmwqCIiIiIygf8DU5BfN/x1TecAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "for i in range(len(ssp.metallicity)):\n",
    "    plt.plot(ssp.wavelength,ssp.flux[i][0], label=r'Z=%0.3f'%ssp.metallicity[i])\n",
    "plt.xlabel(r'$\\lambda$ [%s]'%config[\"fields\"][\"wavelength\"][\"units\"])\n",
    "plt.ylabel(r'Flux [%s]'%config[\"fields\"][\"flux\"][\"units\"])\n",
    "#plt.yscale(\"log\")\n",
    "plt.xlim(2000,10000)\n",
    "plt.legend()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7eab28104470>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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CSRQhhJBaCwsLQ1ZWFubMmYP09HT4+vri6NGjUgvHk5OTweFUXkwKCgrCzp07MWvWLMycORNubm44cOCAVJJz8OBBqURs6NChAIC5c+di3rx5cmMxNzfHlStXsGTJEixbtgxJSUngcDhwc3NDWFgYvvzyS6n+bm5uCAoKQm5uLgICAurgp6HZqE6UHMrWiVKEakURQoh6NeY6UY0Zy7Jwc3PDuHHjZEou1BWqE0UIIYSQJiUrKwu7d+9Genq61IxXU0ZJFCGEEELemJWVFSwsLLBx40aYmpqqO5wGQUlUPWBZFlk//ggdJyeYhIaqOxxCCCGk3r2Nq4MoiaoHJXFxyNnwMwBQEkUIIYQ0UVQnqh6UZ2WrOwRCCCGE1DNKouoBWy5UdwiEEEIIqWeURNUH2v6FEEIIafIoiaoDZsOHS72mPfQIIYSQpo+SqDrAeW1DRVZISRQhhBDS1FESpQTzMWOqPc5oS9/kKMrPr89wCCGEEKIBKIlSgtVXkbCaOlVxB650EpX1ww+S5y9PngQrpIXmhBBClLd27Vo4OTlBV1cXAQEBuHLlSo1j9u7dCw8PD+jq6sLb2xuHDx+WOj5v3jx4eHiAz+fD1NQUwcHBuHz5co3nTU9Px6RJk+Dq6gpdXV1YW1ujU6dOWL9+PYqLi2v9GZsCSqKUxHAV/6gYLcXltlLGjUfur7++lUXICCGEqG7Pnj2IjIzE3LlzcePGDfj4+CAkJASZmZkKx1y8eBHDhg3D6NGjERcXh9DQUISGhuL27duSPi1btsSaNWtw69YtnD9/Hk5OTujVqxeysrIUnvfx48do27Ytjh07hoULFyIuLg6xsbGYOnUqDh06hBMnTtT6cwoEglqP1RS0AbEcVTcgbjFtKswjIpC7bTsyFi6U2996xnRkLFpc7Tl5LVvC6fe94Ojo1EfIhBBCqmjMGxAHBASgffv2WLNmDQBALBbD0dEREydOxPTp0+WOCQsLQ1FREQ4dOiRp69ixI3x9fbFhwwa5Y1591504cQI9evSQ26d37964c+cOEhISwH9t/S9QUaWcYRiMGjUKmZmZUu8vFAphb2+PRYsWYfTo0ejWrRtat24NLS0t7NixA97e3jh16pTSP5dXaAPiRqLZtm0wD+xY8YKjeCZKmTy07P59FMfGwqBr17oKjxBCiApYlkVJeYla3ltPSw8Mw9TYTyAQ4Pr165gxY4akjcPhIDg4GLGxsQrHxcbGIjIyUqotJCQEBw4cUPg+GzduhLGxMXx8fOT2ycnJkcxAyUugAEg+U0REBLp06YK0tDTY2toCAA4dOoTi4mKEhYVJ+m/duhVjx47FhQsXFH6WxoSSqGpw9PWqvKjmH7+yc3nVXPYjhBBSv0rKSxCwM0At7335o8vQ19avsV92djZEIhGsra2l2q2trZGQkKBwXHp6utwx6enpUm2HDh3C0KFDUVxcDFtbWxw/fhwWFhZyz/nw4UOwLAt3d3epdgsLC5SWlgIAxo8fjyVLliAoKAju7u7Yvn07pv63hjgqKgqDBw+GgYGBZKybmxuWLl1aw0+h8aA1UdXg6Ff+g2eqmYlSFqOl/cbnIIQQQmrr3XffRXx8PC5evIjevXtjyJAh1a61kufKlSuIj4+Hl5cXysrKJO0RERGIiooCAGRkZODIkSMYNWqU1Fg/P783/xAahKZGqsGRutZa3UyUclNRovy8N4qHEEJI7elp6eHyRzXfjVZf760MCwsLcLlcZGRkSLVnZGTAxsZG4TgbGxulxvD5fLi6usLV1RUdO3aEm5sbNm/eLHX58BVXV1cwDIPExESp9hYtWlR8Jj3pzxQeHo7p06cjNjYWFy9ehLOzMzp37izz/k0JzURVo+pMlPLX7BRL/d8kZG/4+Y3PQwghRHUMw0BfW18tD2XWQwGAjo4O/Pz8EBMTI2kTi8WIiYlBYGCgwnGBgYFSYwDg+PHj1Y55de6qs0lVmZubo2fPnlizZg2KiopqjN3c3ByhoaGIiopCdHQ0Ro4cWeOYxo6SqGow2pWX38qzc6rvy+Mpdc6sVaveJCRCCCFNXGRkJDZt2oStW7fi3r17GDt2LIqKiqSSkvDwcKnZo0mTJuHo0aNYsWIFEhISMG/ePFy7dg0TJkwAABQVFWHmzJm4dOkSnj59iuvXr2PUqFFITU3F4MGDFcaybt06lJeXw9/fH3v27MG9e/eQmJiIHTt2ICEhAVwuV6p/RESEJO7hr22J1hTR5TwlMVpcxQdZFs23RuPJ0GENFxAhhJAmKSwsDFlZWZgzZw7S09Ph6+uLo0ePSi0cT05OBqfKWt2goCDs3LkTs2bNwsyZM+Hm5oYDBw6gdevWAAAul4uEhARs3boV2dnZMDc3R/v27XHu3Dl4eXkpjMXFxQVxcXFYuHAhZsyYgZSUFPB4PHh6emLKlCkYN26cVP/g4GDY2trCy8sLdnZ2dfyT0TxUJ0oOeXUmstauRfZPayR9uCYmEOXlAQCsvp4CfT8/pZMol+PHoOPoWOdxE0IIqdCY60Q1ZoWFhbC3t0dUVBQGDhxYL++hSXWi6HKeskQiqZfO+/dVvmBZsGLlc9FHPXvh5RtUeSWEEEI0iVgsRmZmJubPnw8TExP0799f3SE1CLqcpyS2vDKJcjlxHNr/FROr0kOl8+Vu2w7D4OA6iIwQQghRr+TkZDg7O8PBwQHR0dHQekvqIr4dn7IOsKJyyXMdBwc5HVRLohja/oUQQkgT4eTk9FbuEUuX85RVLlJ4iGVZQCxW6XSURBFCCCGNm0YkUWvXroWTkxN0dXUREBCAK1euKOy7adMmdO7cGaampjA1NUVwcLBM/xEjRoBhGKlH79693yhGVqQ4iQILldZEAZREEUIIIY2d2pOoPXv2IDIyEnPnzsWNGzfg4+ODkJAQhWXoT58+jWHDhuHUqVOIjY2Fo6MjevXqhdTUVKl+vXv3RlpamuSxa9euNwtUXE0SBUDLylKl01WtQUUIIYSQxkftSdTKlSsxZswYjBw5Ep6entiwYQP09fWxZcsWuf1//fVXjBs3Dr6+vvDw8MAvv/wiqeZaFY/Hg42NjeRhamr6RnGy1VzOA8uC5+wMo/f6KH0+ronJG8VDCCGEEPVSaxIlEAhw/fp1BFe5S43D4SA4OBixsbFKnaO4uBhCoRBmZmZS7adPn4aVlRXc3d0xduxY5OQorjheVlaGgoICqcfrqi4sfx2/Y8Wu4EYq3NLJ4dHlPEIIIaQxU2sSlZ2dDZFIJFWFFQCsra2Rnp6u1DmmTZsGOzs7qUSsd+/e2LZtG2JiYrBkyRKcOXMGffr0gUjBuqZFixbB2NhY8nCUUwjTPCICAGASFiZpc7twHk57f4Oejw8AgOEqf7Njzi+bIVZiLyJCCCGEaKZGXeJg8eLF2L17N06fPi1VtXTo0KGS597e3mjTpg1cXFxw+vRp9OjRQ+Y8M2bMQGRkpOR1QUGBTCLFc3aG+81/wamyIFzL3Bxa5uaS1wxXtZz0Ye/eaLZpE3Q9PFQaRwghhBD1U+tMlIWFBbhcLjIyMqTaMzIyYGNjU+3Y5cuXY/HixTh27BjatGlTbd8WLVrAwsICDx8+lHucx+PByMhI6iEPp6Y76jjV7K8nhygrG0mhH6g0hhBCSNOnyl3rr+zduxceHh7Q1dWFt7c3Dh8+LHU8IyMDI0aMgJ2dHfT19dG7d288ePCgxvMWFBRg9uzZ8PLygp6enmTfvaVLl+LFixe1/oxNgVqTKB0dHfj5+UktCn+1SDwwMFDhuKVLl2L+/Pk4evQo/P39a3yflJQU5OTkwFamynjdkjcTZTI0TE5PaXkHDiB327b6CIkQQkgjo+pd6wBw8eJFDBs2DKNHj0ZcXBxCQ0MRGhqK27dvA6ioZxgaGorHjx/jzz//RFxcHJo3b47g4GAUVbO0JDc3Fx07dkRUVBSmTJmCy5cv48aNG/j+++8RFxeHnTt31vpzCgSCWo/VGKya7d69m+XxeGx0dDR79+5d9rPPPmNNTEzY9PR0lmVZ9tNPP2WnT58u6b948WJWR0eH/f3339m0tDTJ4+XLlyzLsuzLly/ZKVOmsLGxsWxSUhJ74sQJtl27dqybmxtbWlqqVEz5+fksADY/P1+lz1J0/Tp7191D6vFi3342bf4CmXZ5D0FKikrvRwghRL6SkhL27t27bElJibpDUVmHDh3Y8ePHS16LRCLWzs6OXbRokcIxQ4YMYfv27SvVFhAQwH7++ecsy7JsYmIiC4C9ffu21HktLS3ZTZs2KTzv559/zvL5fDY1NVXucbFYzLIsy3777besl5eXzHEfHx921qxZLMuy7PDhw9kBAwawCxYsYG1tbVknJyeF71ud6n63tf3+ri21r4kKCwtDVlYW5syZg/T0dPj6+uLo0aOSxebJycngcCpneNavXw+BQIBBgwZJnWfu3LmYN28euFwubt68ia1btyIvLw92dnbo1asX5s+fDx6PV6+fheHIn9jTslSuhpQoPx/a9vZ1GRIhhJD/sCwLtqRELe/N6OmBYZga+726a33GjBmSNmXuWo+NjZVa2wsAISEhOHDgAICKu9ABSK0f5nA44PF4OH/+PCL+u3mqKrFYjD179uCTTz6BnZ2d/M/132caNWoUvv32W1y9ehXt27cHAMTFxeHmzZvYt2+fpH9MTAyMjIxw/Pjx6n4MjYbakygAmDBhAiZMmCD32OnTp6VeP3nypNpz6enp4Z9//qmjyFTElbMmigH0fH2VGp42ew6c//i9bmMihBACAGBLSpDYzk8t7+1+4zoYff0a+1V313pCQoLCcenp6dXe6e7h4YFmzZphxowZ+Pnnn8Hn8/HDDz8gJSUFaWlpcs+ZlZWFvLw8uLu7S7X7+fkhMTERANCvXz/s2rULDg4OCAkJQVRUlCSJioqKQteuXdGiRQvJWD6fj19++QU6TWTXDrUX22xS5MxEMQwDfkAH2H7/fY3DS+/cqY+oCCGEvOW0tbWxb98+3L9/H2ZmZtDX18epU6fQp08fqas9yti/fz/i4+MREhKCkioze2PGjMGuXbtQWloKgUCAnTt3YtSoUVJjvb29m0wCBWjITFRTwWgp/nGafDgQad98U+M5Mn/8ERZffAFOPV96JISQtw2jpwf3G9fV9t7KqO1d6zY2NjWO8fPzQ3x8PPLz8yEQCGBpaYmAgACFN2hZWlrCxMREMuv0SrNmzQAAhoaGyMvLk7T369cPPB4P+/fvh46ODoRCoczSGz6fr/jDN0I0E1WX5F3vVuIaeFU56zfgxZvu80cIIUQGwzDg6Our5aHMeiig9netBwYGymx/dvz4cbljjI2NYWlpiQcPHuDatWsYMGCA3HNyOBwMGTIEO3bswPPnz2uMXUtLC8OHD0dUVBSioqIwdOhQ6CmZPDZWNBNVh9j/Fu5JUTGJAgBhcnIdREMIIaQxioyMxPDhw+Hv748OHTpg1apVKCoqwsiRIyV9wsPDYW9vj0WLFgEAJk2ahK5du2LFihXo27cvdu/ejWvXrmHjxo2SMXv37oWlpSWaNWuGW7duYdKkSQgNDUWvXr0UxrJw4UKcPn0aHTp0wHfffQd/f3/w+XzcvHkTsbGxaN26tVT/iIgItGrVCgBw4cKFuvyxaCRKouqQWM5dH/p+ihcxmn76KV5s3y7TzorFYMvLq708SAghpGmq6a51QPbO9aCgIOzcuROzZs3CzJkz4ebmhgMHDkglOWlpaYiMjERGRgZsbW0RHh6O2bNnVxuLubk5rly5giVLlmDZsmVISkoCh8OBm5sbwsLC8OWXX0r1d3NzQ1BQEHJzcxEQEFA3PxANxrAsy6o7CE1TUFAAY2Nj5OfnK6xeLo/o5Uvcb99B8tqoXz/YL1sqef3s8y9QeOaM5LXFxAnI/mmN3HPpenrC6fe9CssmEEIIUay0tBRJSUlwdnaWuq2f1C+WZeHm5oZx48bJlFyoK9X9bmv7/V1b9A1dh7iGhmh55bLktbaDdM0nuyWLoe3gIHnN0Ve8wK707l08/fiTug+SEEIIqQdZWVlYs2YN0tPTpS49NmV0vaiOcatkvoy2tvQxExNYTZmC1P+mPzk11AwpiYsDKxbTbBQhhBCNZ2VlBQsLC2zcuBGmpqbqDqdBUBJVjxgtbTmtlVdPa0qiAOD5lCmwX7myDqMihBBC6t7buDqIpjjq0eszUQAAsVjylMOvOYkqOHwEQiVuLSWEEEJIw6Ikqh7JS6JYUZUkqpo1UVWVvlbojBBCCCHqR0lUPZJbooCtTKK4JsZKnafowsW6CokQQgghdYSSqHrEMTCQaZOaiTIwVOo8L3bskFuDihBCCCHqQ0lUPbD430TwO3eGUYicKrBV1kRxDRRfztNu3kzqtSg/v87iI4QQQsiboySqHliOG4dmmzbKXxMlFkmec6rZiNHu+++lXmcuXQq2vLzugiSEEELIG6EkqqGJK28BlXv33qtjPB64VepsFBw+goIjR+o1NEIIIYQoj5KohlZlJgoAnA/+Kbcbo60NcXGxVNvzr6ei6MqVeguNEEKIZli7di2cnJygq6uLgIAAXKnh//s3bdqEzp07w9TUFKampggODpYaIxQKMW3aNHh7e4PP58POzg7h4eF4rkQJnfT0dEyaNAmurq7Q1dWFtbU1OnXqhPXr16P4te+ptw0lUQ1Mp3lzqde6LVvC8ZdfZPox2tpgy8pk2pPDh9dbbIQQQtRvz549iIyMxNy5c3Hjxg34+PggJCQEmZmZCsecPn0aw4YNw6lTpxAbGwtHR0f06tULqampAIDi4mLcuHEDs2fPxo0bN7Bv3z4kJiaif//+1cby+PFjtG3bFseOHcPChQsRFxeH2NhYTJ06FYcOHcKJEydq/TkFAkGtx2oK2oBYjvrcwJBlWeTt+Q28lm7Qb9dO0lZ48iQYni6eRUQAAFyO/YNHvULknqNVwr06jYkQQpqaxrwBcUBAANq3b481ayo2qBeLxXB0dMTEiRMxffp0pc4hEolgamqKNWvWIDw8XG6fq1evokOHDnj69CmaNWsmt0/v3r1x584dJCQkgC9nHS/LsmAYBqNGjUJmZiYOHTokOSYUCmFvb49FixZh9OjR6NatG1q3bg0tLS3s2LED3t7eOHXqlFKfpypN2oCYtn1pYAzDwHRomEybYY8eEFb5K4PR0oLFhAnI/u8/IkIIIW+GZVmUC8Q1d6wHWjocMAxTYz+BQIDr169jxowZkjYOh4Pg4GDExsYq/X7FxcUQCoUwMzNT2Cc/Px8Mw8DExETu8ZycHMkMlLwECoDkM0VERKBLly5IS0uDra0tAODQoUMoLi5GWFjld97WrVsxduxYXLhwQenPoskoidIgHD29yhcsC4vx45C9fj0gkl5HlTZ3Hoz69AG/Y0ADR0gIIY1XuUCMjZPOqOW9P/uxK7R53Br7ZWdnQyQSwdraWqrd2toaCQkJSr/ftGnTYGdnh+DgYLnHS0tLMW3aNAwbNkzhjM3Dhw/Bsizc3d2l2i0sLFBaWgoAGD9+PJYsWYKgoCC4u7tj+/btmDp1KgAgKioKgwcPhkGVmolubm5YunSp0p9D09GaKA3CqTItyejpgWEY8Fo4y/TL27MHySNGNGBkhBBCGovFixdj9+7d2L9/v9xLmUKhEEOGDAHLsli/fr3K579y5Qri4+Ph5eWFsiprdyMiIhAVFQUAyMjIwJEjRzBq1CipsX5+fiq/nyajmSgNwmhrw37lCojLBNCqZgqWEEKI6rR0OPjsx65qe29lWFhYgMvlIiMjQ6o9IyMDNjY2NY5fvnw5Fi9ejBMnTqBNmzYyx18lUE+fPsXJkyerXTfk6uoKhmGQ+Nr+rS1atAAA6FW9egIgPDwc06dPR2xsLC5evAhnZ2d07txZqo+iy4KNFc1EaRij996DyQehSvUtvhFXv8EQQkgTwjAMtHlctTyUWQ8FADo6OvDz80NMTIykTSwWIyYmBoGBgdWOXbp0KebPn4+jR4/C399f5virBOrBgwc4ceIEzM3Nqz2fubk5evbsiTVr1qCoqKjG2M3NzREaGoqoqChER0dj5MiRNY5p7CiJakR0PT2lXj/96CPQzZWEENK0REZGYtOmTdi6dSvu3buHsWPHoqioSCopCQ8Pl1p8vmTJEsyePRtbtmyBk5MT0tPTkZ6ejsLCQgAVCdSgQYNw7do1/PrrrxCJRJI+1ZUaWLduHcrLy+Hv7489e/bg3r17SExMxI4dO5CQkAAuV3qdV0REhCTu4cObfkkeupzXiLxefBMAWIEADI+nhmgIIYTUh7CwMGRlZWHOnDlIT0+Hr68vjh49KrXYPDk5GRxO5TzI+vXrIRAIMGjQIKlzzZ07F/PmzUNqaioOHjwIAPD19ZXqc+rUKXTr1k1uLC4uLoiLi8PChQsxY8YMpKSkgMfjwdPTE1OmTMG4ceOk+gcHB8PW1hZeXl6ws7N7g59C40B1ouRo6DoT1Xncrx/KHjxUeNxh/ToYvvtuA0ZECCGarzHXiWrMCgsLYW9vj6ioKAwcOLBe3kOT6kTR5TyNV/119JSx46o9TgghhNQ3sViMzMxMzJ8/HyYmJjVWQm8q6HKehtP1bIWyBw/UHQYhhBCiUHJyMpydneHg4IDo6Ghoab0d6cXb8SkbMavp0yF4lgLjAQOQPneu3D6lCQnQ9fBo4MgIIYSQCk5OTm/ljU50OU/DaZmawmnnrzANGwJw5P+6ntKmxIQQQkiDU2om6tWKflX07NlTphAXeTNOO39F1urVMP/sc6TNmgVhSgoAQFxQgMLzF2DwTic1R0gIIYS8PZRKokJDQ1U6KcMwePDggaSqKakber6+aLZlCwDAJGwIslaslBx7FhGBFn8fAs/FRV3hEUIIIW8VpS/npaenQywWK/XQ19evz5gJAI6Ojkzb477vg62maBohhBBC6o5SSdTw4cNVujT3ySefqL2+UlPHyEmiACD/78MNHAkhhBDydlIqiYqKioKhoaHSJ12/fj0sLCxqHRSpGaOtLbe9+Pq1Bo6EEEIIeTvR3XmNlMKZqN//wMsqG1cSQgghpH6onESVlpZi2bJleO+99+Dv74927dpJPUjDUDQTBQApE//3VtbrIISQpmLt2rVwcnKCrq4uAgICcOXKlWr7R0dHg2EYqcfrW6KMGDFCpk/v3r1rjCU9PR2TJk2Cq6srdHV1YW1tjU6dOmH9+vUolrOn69tE5WKbo0ePxrFjxzBo0CB06NABDFP9tiSkfiiaiQIAiMUQJidDp3nzhguIEEJIndizZw8iIyOxYcMGBAQEYNWqVQgJCUFiYiKsrKwUjjMyMkJiYqLktbzv5969eyMqKkrymlfDBvaPHz9Gp06dYGJigoULF8Lb2xs8Hg+3bt3Cxo0bYW9vX+stXgQCAXSq+y5rBFROog4dOoTDhw+jUyeqSaROVWeiLP43Edmrf5I6Xnj+PMwoiSKEEAmWZVFeVqaW99bi8ZSedFi5ciXGjBmDkSNHAgA2bNiAv//+G1u2bMH06dMVjmMYBjY2NtWem8fj1dinqnHjxkFLSwvXrl0Dn8+XtLdo0QIDBgyQXPUYNWoUMjMzcejQIUkfoVAIe3t7LFq0CKNHj0a3bt3QunVraGlpYceOHfD29sapU6eUjkUTqZxE2dvbq7TInNSPqkmU6eDB0Pf3B8rLkfXTGpTExYEtKVFjdIQQonnKy8qwevggtbz3/7b+Du3XLq/JIxAIcP36dcyYMUPSxuFwEBwcjNjY2GrHFhYWonnz5hCLxWjXrh0WLlwILy8vqT6nT5+GlZUVTE1N0b17dyxYsADm5uZyz5eTk4Njx45h4cKFUglUVa8Sw4iICHTp0gVpaWmwtbUFUDHpUlxcjLCwMEn/rVu3YuzYsbhw4UKNP4vGQOU1UStWrMC0adPw9OnT+oiHKIvLlTxltLXB79AB/KAgaDs4AAAyl6+AqLBQXdERQgiphezsbIhEIlhbW0u1W1tbIz09XeE4d3d3bNmyBX/++Sd27NgBsViMoKAgpPy3swVQcSlv27ZtiImJwZIlS3DmzBn06dMHIpFI7jkfPnwIlmXh7u4u1W5hYQEDAwMYGBhg2rRpAICgoCC4u7tj+/btkn5RUVEYPHgwDAwMJG1ubm5YunQp3N3dZc7bGKk8E+Xv74/S0lK0aNEC+vr60H5tgXNubm6dBUcUY6ruo1dlt+zytDTJ8/uBQWj2yy/gB3RoyNAIIUQjafF4+N/W39X23vUpMDAQgYGBktdBQUFo1aoVfv75Z8yfPx8AMHToUMlxb29vtGnTBi4uLjh9+jR69Oih9HtduXIFYrEYH3/8McqqXB6NiIjAxo0bMXXqVGRkZODIkSM4efKk1Fg/P7/afkSNpHISNWzYMKSmpmLhwoWwtramheXqUiWJYqokUSyq3JUnFCJ5+HC0SrjXkJERQohGYhhGqUtq6mRhYQEul4uMjAyp9oyMDJXWMmlra6Nt27Z4+PChwj4tWrSAhYUFHj58KDeJcnV1BcMwUovVX40DIFOEOzw8HNOnT0dsbCwuXrwIZ2dndO7cWaqPosuCjZXKSdTFixcRGxsLHx+f+oiHKKtK8lo1iYKYShsQQkhjpaOjAz8/P8TExEj2rRWLxYiJicGECROUPo9IJMKtW7fw3nvvKeyTkpKCnJwcyRqm15mbm6Nnz55Ys2YNJk6cWGMCZG5ujtDQUERFRSE2NlayML4pU3lNlIeHB0rqeNGyKvUwNm3ahM6dO8PU1BSmpqYIDg6W6c+yLObMmQNbW1vo6ekhODgYDx48qNOY1U3qcl6V9VGQUx+q9O5dqhtFCCGNRGRkJDZt2oStW7fi3r17GDt2LIqKiqSSkvDwcKnF59999x2OHTuGx48f48aNG/jkk0/w9OlTREREAKhYdP7111/j0qVLePLkCWJiYjBgwAC4uroiJCREYSzr1q1DeXk5/P39sWfPHty7dw+JiYnYsWMHEhISwK36/YOKS3qv4h4+fHgd/2Q0j8pJ1OLFi/HVV1/h9OnTyMnJQUFBgdRDVa/qYcydOxc3btyAj48PQkJCkJmZKbf/6dOnMWzYMJw6dQqxsbFwdHREr169kJqaKumzdOlSrF69Ghs2bMDly5fB5/MREhKC0tJSlePTVFzzym11pC6pykmWkgZ+iJdHjzZEWIQQQt5QWFgYli9fjjlz5sDX1xfx8fE4evSo1GLz5ORkpFVZA/vixQuMGTMGrVq1wnvvvYeCggJcvHgRnp6eAAAul4ubN2+if//+aNmyJUaPHg0/Pz+cO3eu2lpRLi4uiIuLQ3BwMGbMmAEfHx/4+/vjp59+wpQpUyTrrV4JDg6Gra0tQkJCYGdnV8c/Gc3DsCpOUXD+mwF5fS0Uy7JgGEbhKn9FAgIC0L59e6xZswZAxbSlo6MjJk6cWG09jFdEIhFMTU2xZs0ahIeHg2VZ2NnZ4auvvsKUKVMAAPn5+bC2tkZ0dLTUwrpXysrKpBbHFRQUwNHREfn5+Rq9kXLe/gPgGhvDsPu7krYnYUNR8u+/Mn15LVuixcE/GzI8QghRm9LSUiQlJcHZ2VmmcjepP4WFhbC3t0dUVBQGDhxYL+9R3e+2oKAAxsbGDfb9rfKaqLosjPUm9TBeKS4uhlAohJmZGQAgKSkJ6enpCA4OlvQxNjZGQEAAYmNj5SZRixYtwrfffivTnnw3Fx7t+NDS4coc0wQmH4TKtEktLK9C+NoiRUIIIaSuiMViZGdnY8WKFTAxMal1FfPGRuUkqmvXrnX25tXVw0hISFDqHNOmTYOdnZ0kaXpVR0OVGhszZsxAZGSk5PWrmaijG2/hjM5jfLGmG7hajWSvZgULy8X5+UibMxe238kmi4QQQsibSE5OhrOzMxwcHBAdHQ0tLZXTi0apVp8yLy8Pmzdvxr17FbfOe3l5YdSoUTA2Nq7T4GqyePFi7N69G6dPn36j6Voej1ftNeGbp1LQtmezWp9fU+T99htMPxoGXQ8PdYdCCCGkCXFycnorb2BSeXrl2rVrcHFxwQ8//IDc3Fzk5uZi5cqVcHFxwY0bN1Q615vUw1i+fDkWL16MY8eOoU2bNpL2V+PetMZGVRf/eIiiPPXst6SyGv4RlytYsE8IIYQQ1aicRE2ePBn9+/fHkydPsG/fPuzbtw9JSUl4//338eWXX6p0rqr1MF55VQ+jauXV1y1duhTz58/H0aNH4e/vL3XM2dkZNjY2UucsKCjA5cuXqz1nTaKnX0B+ViPYj04srvaw8HlatccJIYQQopxazURNmzZN6nqnlpYWpk6dimvXrqkcQE31MF6vhbFkyRLMnj0bW7ZsgZOTE9LT05Geno7C//aJYxgGX375JRYsWICDBw/i1q1bCA8Ph52dnaRwWW3tmB2LcqFqdx82NKuvp1R7PH3ePAjTKJEihBBC3pTKSZSRkRGSk5Nl2p89ewZDQ0OVA6ipHsbrtTDWr18PgUCAQYMGwdbWVvJYvny5pM/UqVMxceJEfPbZZ2jfvj0KCwtx9OjROrnN9f5lzb7LjR8YCJdj/1TbJ23W7AaKhhBCCGm6VF5YHhYWhtGjR2P58uUICgoCAFy4cAFff/01hg0bVqsgJkyYoLCc/enTp6VeP3nypMbzMQyD7777Dt99912t4qmOsEyzZ6IAgFNDMlt04QJEBQXganANLEIIIUTTqZxELV++HAzDIDw8HOXl5QAqNjocO3YsFi9eXOcBahpdvubftslwa65rlblsGcxGjADPxaUBIiKEEEKaHpUyApFIhEuXLmHevHlYtGgRHj16BKCiLLy+vn69BKhpyoViFOWXgcvlQNdAW93hyMepOYnK2/s7ii5dhsuxf2SqzxNCCCGkZiqtieJyuejVqxfy8vKgr68Pb29veHt7vzUJFACUFgkRPe0CNk85p7E1MRiucr9W4bNnEMpZ30YIIUR9zp49i379+sHOzg4Mw+DAgQNKjSsrK8M333yD5s2bg8fjwcnJCVu2bJHqs3fvXnh4eEBXVxfe3t44fPhwjecVCARYtmwZ2rVrBz6fD2NjY/j4+GDWrFl4/vx5bT5ik6HywvLWrVvj8ePH9RFLo1CQXbmJscauj1Lict4rL0+cqMdACCGEqKqoqAg+Pj5Yu3atSuOGDBmCmJgYbN68GYmJidi1axfc3d0lxy9evIhhw4Zh9OjRiIuLQ2hoKEJDQ3H79m2F5ywrK0PPnj2xcOFCjBgxAmfPnsWtW7ewevVqZGdn46effqr15xQIBLUeqylU3oD46NGjmDFjBubPnw8/Pz/w+Xyp45q8Ya+yXm1guGzkQejp8BX2+/jbjrhz/jlc2lrCpkXDVmuvDisUIsG7Tc0d/9Mq4V49RkMIIQ1P3ia1LMuCFVZfS6++MNqcWi2dYBgG+/fvr7FEz9GjRzF06FA8fvxYspfs68LCwlBUVIRDhw5J2jp27AhfX19s2LBB7pjFixfjm2++wbVr19C2bVuZ4yzLgmEYbNu2DZMnT8bz58+ldgAJDQ2FoaEhtm/fjnnz5uHAgQOYMGECvv/+ezx9+hTiGmobytOoNyB+7733AAD9+/eX+gfx6gcpEmno7Ew9uHTgER7FZSH+eDLGb+iu7nAqyZmJMg3/FCVx8Si9dUsNARFCiPqxQjGez7molve2+y4ITD1uZn/w4EH4+/tj6dKl2L59O/h8Pvr374/58+dDT08PABAbGyu1TywAhISEVHu5cNeuXejZs6fcBAqAJA8YPHgw/ve//+HgwYMYPHgwACAzMxN///03jh07Jun/8OFD/PHHH9i3bx+4Klw10VQqJ1GnTp2qjzgapdQHeZLngpJy6Ohpxp17DKfyKq1282awnj4dhu++i9wdv8pNou4HdYLzH79D29a2IcMkhBBSRx4/fozz589DV1cX+/fvR3Z2NsaNG4ecnBxERUUBANLT0yU1GF+xtrZGenq6wvPev38f3bp1k2r74IMPcPz4cQBAmzZtcPHiRejp6eGjjz5CVFSUJInasWMHmjVrJjVeIBBg27ZtsLS0rINPrX4qf+s7OzvD0dFRZlqSZVk8e/aszgJrDEoLhZLnmyafxdA5HWBuZ6DGiGSZR0TA8N13AQAG73SCvFKhotxcPHy3O13WI4Q0aYw2B3bfBantveuTWCwGwzD49ddfYWxcsbxk5cqVGDRoENatWyeZjaoL69atQ1FREVavXo2zZ89K2seMGYP27dsjNTUV9vb2iI6OxogRI6TyhebNmzeZBAqoxcJyZ2dnZGVlybTn5ubC2dm5ToJqrO6c07y7FKrOSuk4OcHl+DHYzJsHrqmpTN/yFy8aMjRCCGlQDMOAo8NVy6O+S8nY2trC3t5ekkABQKtWrcCyLFJSUgAANjY2yMiQ/lM6IyMDNjY2Cs/r5uaGxMREmfdydXWVWXvVtm1b+Pj4YNu2bbh+/Tru3LmDESNGSPV5fR11Y6dyEvVq7dPrCgsL62RblcZMVK6eBYvVYqR/xTqOjjAdGgbnA/tluhb8XfOtroQQQjRPp06d8Pz5c8k+skDFpTgOhwMHBwcAQGBgIGJiYqTGHT9+HIGBgQrPO2zYMBw/fhxxcXFKxREREYHo6GhERUUhODgYjo6Otfg0jYfSl/NeLUZjGAazZ8+Wqg0lEolw+fJl+Pr61nmAjUnVy3sagyP/rx9GR0emLWPBAmhZWMCod0h9R0UIIUSBwsJCPHz4UPI6KSkJ8fHxMDMzQ7NmzQAAM2bMQGpqKrZt2wYA+OijjzB//nyMHDkS3377LbKzs/H1119j1KhRkkt5kyZNQteuXbFixQr07dsXu3fvxrVr17Bx40aFsUyePBl///03evTogblz56Jz584wNTXF/fv3ceTIEZnF4R999BGmTJmCTZs2SWJrypROol5loSzL4tatW9Cp8iWso6MDHx8fTJkype4j1AAm1vrIyyiusV9eRrHCmTp1qXo5T6pdWzaJAoDUL7+EEa2NIoQQtbl27Rre/W8tK1A5iTF8+HBER0cDANLS0pBcpViygYEBjh8/jokTJ8Lf3x/m5uYYMmQIFixYIOkTFBSEnTt3YtasWZg5cybc3Nxw4MABtG7dWmEsurq6iImJwapVqxAVFYUZM2ZALBbD2dkZffr0weTJk6X6Gxsb48MPP8Tff/9dY1mGpkDlOlEjR47Ejz/+2CTqQSlStU5UK//m6DnKExf+eIi7Sqx58gl2xDuD3Bogyurd82gFALBbtgzG/d6XOS4WCJDYxkfuWJejR6Dj5FSf4RFCSL2qrpYQqV89evSAl5cXVq9eXS/n16Q6USqviYqKipIKrKCgAAcOHEBCQkKdBqYJRizqhPfGekNHVwsW9srddffvCQ27Q1HR5Tztyn3/bL//XupY6ldNc0aREEJI/Xnx4gX279+P06dPY/z48eoOp0GoXOJgyJAh6NKlCyZMmICSkhL4+/vjyZMnYFkWu3fvxocfflgfcaqFjp6W5NJcaZEGrneqhlH/fiiJi4dhd/lFQBmGgZ6vL4SZGTDq9z5YUTnS58wFAJTeuQNRYRG4Bk3rLgpCCCH1p23btnjx4gWWLFkitd1MU6ZyEnX27Fl88803AID9+/eDZVnk5eVh69atWLBgQZNKoqoSizRzs2FF7JcuBSsWK1wTBQDNd/4KiERgtLUhypUub1Ce9hxcN/VfliSEENI4PHnyRN0hNDiVL+fl5+dLakMcPXoUH374IfT19dG3b188ePCgzgPUFKqULygrFiIjqQD5WTUvRq9P1SVQr46/uqxn0LWL1DFhNRVsCSGEEFKLJMrR0RGxsbEoKirC0aNH0atXLwAV10Kb8uK915MofWP5d7cBwI7Zl/D7kmvYMftSfYdVZ3RbtZJ6LS4qRsGRI0id8jXEJSVqiooQQgjRXCpfzvvyyy/x8ccfw8DAAM2bN5fsiXP27Fl4e3vXdXwaQ1QufTnP3N4Axfm5cvs2tvVTr1h9/TUyly0DUFHq4BU9X1+YffKxmqIihBBCNJPKSdS4cePQoUMHPHv2DD179gTnv0tGLVq0kKpH0dToG1bezdaud3PkpBZW07txMh89CkVXLqPozFmpdlF+nnoCIoQQQjSYykkUAPj7+8Pf31+qrW/fvnUSkKby7dkM+dklcPG1Qou2lkiITcPTWzk1jjv3230E9G8BHd1a/agbHEdOJfPsn9ag9PYdWH0VCZ6rqxqiIoQQQjSPyt/sryqnvo5hGOjq6sLV1RUDBgyQ2ZiwsdPR1ULPkV6S1+4BNojZWlHZu0M/Z1z5K0nuuJsnU3DzZAqCBrqiba9mDRLrm1BUybzw1CkUnjoFjzu3wbxW5p8QQgh5G6mcRMXFxeHGjRsQiUSSOhD3798Hl8uFh4cH1q1bh6+++grnz5+Hp6dnnQesKZgqRSy52hy4tLXEo7gshf0v7nsIR08zWDgoV7RTXeTtqVdV1o+rYTn5S43a2oYQQghRB5XvzhswYACCg4Px/PlzXL9+HdevX0dKSgp69uyJYcOGITU1FV26dJHZT6dJY4E2PWreqbqkUNAAwbyZqpXM5cnZuBH5f/7ZQNEQQsjbZ/369WjTpg2MjIxgZGSEwMBAHDlypNox3bp1A8MwMo+qS21GjBghc7x37941xpOeno5JkybB1dUVurq6sLa2RqdOnbB+/XoUF6u3lI+6qTwTtWzZMhw/flxq6xdjY2PMmzcPvXr1wqRJkzBnzhxJ6YO3hhJbEP695ibG/NAFXG2Vc9cGU9NMFAAUHDkCk7dgY0lCCFEHBwcHLF68GG5ubmBZFlu3bsWAAQMQFxcHLy8vuWP27dsHgaDyD/WcnBz4+Phg8ODBUv169+6NqKgoyWsej1dtLI8fP0anTp1gYmKChQsXwtvbGzweD7du3cLGjRthb2+P/v371+pzCgQC6CjxnaPJVE6i8vPzkZmZKXOpLisrCwUFBQAAExMTqV9mU8eyrDI5FETlYhzdeAt9x8vf+FcTsEL55RmsZ85AxsJFAICiM2fBCgRKJVyEEKIpWJaFUMH/x9U3bW1tpZdB9OvXT+r1999/j/Xr1+PSpUsKk6jX1yHv3r0b+vr6MkkUj8eDjY2N0nGPGzcOWlpauHbtGvj8yq3AWrRogQEDBoD978tv1KhRyMzMxKFDhyR9hEIh7O3tsWjRIowePRrdunVD69atoaWlhR07dsDb2xunTp1SOhZNpHISNWDAAIwaNQorVqxA+/btAQBXr17FlClTEPrf7MSVK1fQsmXLOg1UE9m3NEHq/Ty4tbdW+j+OJ7dykJ9VDGNL/XqOrnbYsjLJc6c9u5G5YiWM+/eDyaBB4Lm5IXnkKABAQhsftLx6BVxDQ3WFSgghKhEKhVi4cKFa3nvmzJm1mnURiUTYu3cvioqKEBgYqPS4zZs3Y+jQoVKJDwCcPn0aVlZWMDU1Rffu3bFgwQKYm5vLPUdOTg6OHTuGhQsXypznlVfffREREejSpQvS0tJga2sLADh06BCKi4sRFhYm6b9161aMHTsWFy5cUPqzaDKVryv9/PPP6NGjB4YOHYrmzZujefPmGDp0KHr06IENGzYAADw8PPDLL7/UebCaZsCXbTFmVRcYmevB0ExX6bvvdsy+hKe3ay6PoA4WE8aDY2AAkyFDoOfjg+bbtsJk0CAAAOe1/4gymnBdMEIIUadbt27BwMAAPB4PX3zxBfbv36/0zVpXrlzB7du3ERERIdXeu3dvbNu2DTExMViyZAnOnDmDPn36QCQSyT3Pw4cPwbKszGbCFhYWMDAwgIGBAaZNmwYACAoKgru7O7Zv3y7pFxUVhcGDB8PAoPKGKjc3NyxduhTu7u5NYpNilWeiDAwMsGnTJvzwww94/PgxgIppvao/JF9f3zoLUJMxHEaq/pOjpxnijiUrNfbmyWdo3lp+9q9OOo6OaHkpFpBTxoBjIH1nYf6fB2HQtSuM3nuvocIjhJBa09bWxsyZM9X23qpwd3dHfHw88vPz8fvvv2P48OE4c+aMUonU5s2b4e3tjQ4dOki1Dx06VPLc29sbbdq0gYuLC06fPo0ePXooHduVK1cgFovx8ccfo6zK1YuIiAhs3LgRU6dORUZGBo4cOYKTJ09KjfXz81P6fRqDWleANDAwQJs2beoylkaPy5W9pKejpwVBSblMO09fc4tvMlryY+Poy16CTI38Coa9eikcQwghmoJhmEazkFlHRweu/xU39vPzw9WrV/Hjjz/i559/rnZcUVERdu/eje+++67G92jRogUsLCzw8OFDuUmUq6srGIZBYmKizDgA0NPTk2oPDw/H9OnTERsbi4sXL8LZ2RmdO3eW6qPosmBjpfLlvKKiIsyePRtBQUFwdXVFixYtpB5vMw5X9scZ+IELTKxlkw99o+rviNBEWtbWMP3oI5n2tHnzGj4YQgh5i4jFYqlZH0X27t2LsrIyfPLJJzX2TUlJQU5OjmQN0+vMzc3Rs2dPrFmzBkVFRTWez9zcHKGhoYiKikJ0dDRGjhxZ45jGTuXpg4iICJw5cwaffvopbG1tqehiFRw5M1FcLQ58ujvgzK77Uu3/nnwGhgO07uoAY0s9mXGaiGEY2MyZDa6JMbLXrZe05//+B0w+/BD6bduqMTpCCGkaZsyYgT59+qBZs2Z4+fIldu7cidOnT+Off/6R9AkPD5fc+VbV5s2bERoaKrNYvLCwEN9++y0+/PBD2NjY4NGjR5g6dSpcXV0REhKiMJZ169ahU6dO8Pf3x7x589CmTRtwOBxcvXoVCQkJMpfnIiIi8P7770MkEmH48OF18NPQbConUUeOHMHff/+NTp061Uc8jZq8MgcMBzAw05XbP/7EM6Tez8OQme3rObK6xejJJn1Ph32EVgn31BANIYQ0LZmZmQgPD0daWhqMjY3Rpk0b/PPPP+jZs6ekT3JyMjgc6asfiYmJOH/+PI4dOyZzTi6Xi5s3b2Lr1q3Iy8uDnZ0devXqhfnz51dbK8rFxQVxcXFYuHAhZsyYgZSUFPB4PHh6emLKlCkYN26cVP/g4GDY2trCy8sLdnZ2b/iT0HwqJ1GmpqZNbl+8uiIqF8u0MQCatzaHb89miD8uu+g8K/llA0RWtzg8+UkhKxLRvnqEEPKGNm/eXGOf06dPy7S5u7tL6ja9Tk9PT2omSxW2trb46aef8NNPP9XYt6ioCC9evMDo0aNljsmLubFTeU3U/PnzMWfOnLe+1Ls8YpHsP16GU1Fav9OHrgrHPbiWgcfxivfd0zha8hOlpNBQsApulSWEENJ0icViZGZmYv78+TAxMal1FfPGRuWZqBUrVuDRo0ewtraGk5OTzG2bN27cqLPgGhvbFsYwsdZHXkZlgunsayl53qa7A26eTJEZd+yXOwCAT+Z31NginFVxdOWv4Sp78BCFZ8/C8N13GzgiQggh6pScnAxnZ2c4ODggOjoaWm/JHdsqf8pQ2jNNIa42Bx/NDcC6cRVl7LsMbQltncpZm3cGuaFcKMbdc8/ljv9r9b/4ZL7yFWnVRcfJSeGxlLHjYDZ6FKy//rrhAiKEEKJWTk5OCi8lNmUqJ1Fz585VeExR1dO3CcNh5D5/9drayUhhEpWfVYLbZ1Ph1dlOo+961GvrC5OhYdAyM0d5bg7ydu+ROp67eQssxo4F97XinIQQQkhTovKaKHnu37+PadOmwcHBoS5O12TIK3nAiisz9T6fe8scP7MzEfcvp9drXG+KYRjYzpsHy/9NhM3s2XA5egRuF6X3Qbrv3x6sWHahPSGEENJU1DqJKi4uRlRUFDp37gxPT0+cOXMGkZGRdRlbo2cop7RB1STKSEF9qBPR95D7vObCZpqA4XKh4+QEromJzLGnn3xKiRQhhJAmS+Uk6tKlS4iIiICtrS1WrlyJ2NhYnDp1CpcuXcLXtA4GANB3fBsEfuACBw9TmWOu/tbQ5WvDpZ0V9AwU76W067vLKC0S1meYdYrhcGT22yu5cQPZ69crGEEIIYQ0bkonUStWrICXlxcGDRoEU1NTnD17Frdu3QLDMDKVUd92Tt4WaBfSXO66Jl2+NkYs6YSQMV7Q5Ve/IWX09AvVHtc0ridj0GzrVqm27J/W4OVrG1ASQgghTYHSSdS0adMQGhqKp0+fYtmyZfDx8anPuJo0rhYHDMOAq139j18kFCP9cX4DRfXmtK2twQ/oAMfNv0i1p4yfQJf1CCGENDlKJ1Hz58/H3r174ezsjGnTpuH27dv1GddbI2JlZ+gZKd5V/I+l1xvdbaMGnTrB/qfVlQ0si+fTpqsvIEIIIaQeKJ1EzZgxA/fv38f27duRnp6OgIAA+Pj4gGVZvHjxotYBrF27Fk5OTtDV1UVAQACuXLmisO+dO3fw4YcfwsnJCQzDYNWqVTJ95s2bB4ZhpB4eHh61jq++8fS1MWx2B+gZ6cC+pYncPncUlETQZEY9e8Lpt8rSBwV//YXUr6ei/A3+rRBCyNvg1Xfc64/x48crHBMdHS3TX1dX+uYmlmUxZ84c2NraQk9PD8HBwXjw4EGN8aSnp2PSpElwdXWFrq4urK2t0alTJ6xfv/6t371E5YXlXbt2xdatW5Geno5x48bBz88PXbt2RVBQEFauXKnSufbs2YPIyEjMnTsXN27cgI+PD0JCQpCZmSm3f3FxMVq0aIHFixfDxsZG4Xm9vLyQlpYmeZw/f16luBqanqEORi7uhB4jPCVtrbvYS56f2ZmItV+cRFlx41loDgBalpZSrwv++gv5+/arKRpCCGkcrl69KvUddvz4cQDA4MGDqx1nZGQkNe7p06dSx5cuXYrVq1djw4YNuHz5Mvh8PkJCQlBaWqrwnI8fP0bbtm1x7NgxLFy4EHFxcYiNjcXUqVNx6NAhnDhxotafUyAQ1Hqspqh1XXZDQ0N8/vnn+Pzzz3Hr1i1s3rwZixcvVqnMwcqVKzFmzBiMHDkSALBhwwb8/fff2LJlC6ZPl7380759e7Rv3x4A5B5/RUtLq9okSxMxHAbavMq723x7NsPT2zl4mVv5jzvp32x4BNqqI7xa0bKwkGnLXLYMRu+/D21rKzVERAh5m7EsC7G4RC3vzeHoKV1E2fK1P0AXL14MFxcXdO3atdpxDMMo/O5jWRarVq3CrFmzMGDAAADAtm3bYG1tjQMHDmDo0KFyx40bNw5aWlq4du0a+Hy+pL1FixYYMGCAZLnJqFGjkJmZiUOHDkn6CIVC2NvbY9GiRRg9ejS6deuG1q1bQ0tLCzt27IC3tzdOnTpV8w9EgymdRIWHh2PAgAEICQmBwWuVqL29vbFq1SosW7ZM6TcWCAS4fv06ZsyYIWnjcDgIDg5GbGys0ueR58GDB7Czs4Ouri4CAwOxaNEiNGvWTGH/srIylJWVSV4XFBS80fvXlo5uZRLF09dC8UvpLL1qQtUYMNra4BgYQFxYKNX+/Ouv0XzbVgWjCCGkfojFJTh9RrbIcUPo1vUWuFzV90YVCATYsWMHIiMja0zCCgsL0bx5c4jFYrRr1w4LFy6El5cXACApKQnp6ekIDg6W9Dc2NkZAQABiY2PlJlE5OTmSGaiqCVRVr2KKiIhAly5dkJaWBlvbij/2Dx06hOLiYoSFhUn6b926FWPHjsWFC43r7nNFlL6c5+rqioULF8LS0hJ9+vTB+vXrkZqaKtXn9c2Iq5OdnQ2RSARra2updmtra6Sn175id0BAAKKjo3H06FGsX78eSUlJ6Ny5M16+fKlwzKJFi2BsbCx5ODo61vr93wSHy8HAKe0wYHJbueUPrvyVBGFZ49pax/VkDHitWkm1FV+5grw//lBTRIQQ0ngcOHAAeXl5GDFiRLX93N3dsWXLFvz555/YsWMHxGIxgoKCkJJSsen9q+9VVb5zHz58CJZl4e7uLtVuYWEBAwMDGBgYYNq0aQCAoKAguLu7Y/v27ZJ+UVFRGDx4sNTEi5ubG5YuXQp3d3eZ8zZGSs9EzZkzB3PmzEFKSgoOHjyIAwcOYPLkyfDy8sKAAQPQv39/+Pr61mOoyunTp4/keZs2bRAQEIDmzZvjt99+w+jRo+WOmTFjhtRlyIKCArUlUrauJpLnvce0xt/rbkodP/BDHAZP92/gqGqPa2QELUsLlN2Tbk/7ZhYMe/UC19BQPYERQt46HI4eunW9pbb3ro3NmzejT58+sLOzq7ZfYGAgAgMrN7APCgpCq1at8PPPP2P+/Pm1em9Frly5ArFYjI8//ljqKk5ERAQ2btyIqVOnIiMjA0eOHMHJ1+oE+vn51Wks6qbywnIHBweMGzcO//zzD7KysjBt2jQkJiaie/fuaN68OSZMmIA7d+7UeB4LCwtwuVxkZGRItWdkZNTpeiYTExO0bNkSDx8+VNiHx+PByMhI6qEJnNpYwKq5dJKR+aQAT2/nQFTeiOoulcufPbvfvgPKkpIaOBhCyNuKYRhwufpqedRmU/mnT5/ixIkTiIiIUHmstrY22rZtK/nue/W9qsp3rqurKxiGQWJiolR7ixYt4OrqCj096cQwPDwcjx8/RmxsLHbs2AFnZ2d07txZqo+iy4KN1RttQGxoaIghQ4bg119/RVZWFrZs2QIul6vUmiYdHR34+fkhJiZG0iYWixETEyOVTb+pwsJCPHr0SHKNtrHRlbM1zKE1/+LoxsZTp6tqoU3bxYukjmWuWNHQ4RBCSKMQFRUFKysr9O3bV+WxIpEIt27dknz3OTs7w8bGRuo7t6CgAJcvX1b4nWtubo6ePXtizZo1KCqqeT9Xc3NzhIaGIioqCtHR0ZKbxpqyN0qiquJyuejRowd+/PFHpbPmyMhIbNq0CVu3bsW9e/cwduxYFBUVSX7w4eHhUgvPBQIB4uPjER8fD4FAgNTUVMTHx0vNMk2ZMgVnzpzBkydPcPHiRXzwwQfgcrkYNmxYXX3UBuXfxwkA4Owjfafbk5vZaoimlkSVM1EmoaFShwpPxND6KEIIeY1YLEZUVBSGDx8OLS3ZlTevfz9+9913OHbsGB4/fowbN27gk08+wdOnTyXfxwzD4Msvv8SCBQtw8OBB3Lp1C+Hh4bCzs0Poa/+/XNW6detQXl4Of39/7NmzB/fu3UNiYiJ27NiBhIQEcF/bMzUiIkLynT58+PC6+WFoMJVLHGRkZGDKlCmIiYlBZmamTDVtkUj5hc9hYWHIysrCnDlzkJ6eDl9fXxw9elSy8C05ORkcTmWe9/z5c7Rt21byevny5Vi+fDm6du2K06dPAwBSUlIwbNgw5OTkwNLSEu+88w4uXbokc8toY2HraoJPFwSCb8LDhgmnpY6t/eIkPv62I0ysVb/joyHVtOVL2jezAJaFyaBBDRQRIYRothMnTiA5ORmjRo2Se/z178cXL15gzJgxSE9Ph6mpKfz8/HDx4kV4elbWH5w6dSqKiorw2WefIS8vD++88w6OHj0qU5SzKhcXF8TFxWHhwoWYMWMGUlJSwOPx4OnpiSlTpmDcuHFS/YODg2FrawsvL68a13E1BQyr4p4iffr0QXJyMiZMmABbW1uZ67yv6k80ZgUFBTA2NkZ+fr7GrI8CgOS7Ofhr9b8y7SMWdwLfhKeGiJTzJGwoSv6tiLtVwj087tcPZQ9k16i1Srgn00YIIbVRWlqKpKQkODs7V5skkLpVWFgIe3t7REVFYeDAgfXyHtX9bhv6+1vlmajz58/j3LlzGnEn3tummac5RizuhOjp0vU1Tu9MRN9xbdQUVc1en4lqvn07UiZMRPG1a1LtCW3bwX7ZUhhWqWNCCCFE84nFYmRnZ2PFihUwMTFB//791R1Sg1B5TZSjo2Oj2xC3KeGb8NDnC+licU9uZkMs1uDfyWuXeLkmJtAPkl3IyJaUIH3hQrDCxrW9DSGEvO2Sk5NhbW2NnTt3YsuWLXLXcTVFKidRq1atwvTp0/HkyZN6CIcoo4WvpUwitWN2LPIyNHMjyJrWRFVV/jwN2T9vrMdoCCGE1DUnJyewLItnz56hR48e6g6nwaicKoaFhaG4uBguLi7Q19eXqVKem5tbZ8ERxbR0pPPflzml+HXuJXQMbYHSQiGCBrqC4ahel6ReiMplmqTW0mlpAeWVfbLXrIHlBMW7lRNCCCGaQOUkatWqVfUQBlGVljZXbvulA48BAIbmumjzrnqqrr+OFdUwE1Uum2SlRn4F+5VUQ4oQQojmUjmJehvqPjQGHG71s0zn9jxAC19LGJhqwF0p8speVJmJspo+DZmLl8Bk2FDk7doNACg4fBhW06dB28qqoaIkhBBCVKJyEpWcnFzt8WbNmtU6GKKCKjnUJ/MD8cfSayh5Kb0ge+uMiwAAI0s9DJzSDnxj9ZRBYOUkUYY9eiBr1Y/QdnCA2fDhMOjaFTrNm0Nc8BIFf/8NAHjYpSuVPSCEEKKxVE6inJycqt0DSJVim6T2mCpZlJG5LkYt64ynd3Jw6CfZOlIFWSW4fSYVAf1bNGSIEqxY9t8Ez80NrjEnwDUzA8Mw4Dk7AwDsVyyXJFEAcM+jFczHfgHLcePAaMtugUMIIYSoi8pJVFxcnNRroVCIuLg4rFy5Et9//32dBUaqZ2pbUaWcYSBZQN7cyxxWzQ2R+fSlTP/CF6UNGl9VHF35u5dr29srNT5n/QaIi4pgM3NmXYZFCCGEvBGVkygfHx+ZNn9/f9jZ2WHZsmX1VqGUSNPR1cKo5e+AqyV9l56iEl7lAuXLDNQ1++XLkPLlZFhN/rLW53ixbTslUYQQQjRKnW1A7O7ujqtXr9bV6YgS9Ax0oKMrnQd7drKV27dcqL4kStfTE67H/oFRnz5K9ed36Sy3PWPpMrBy7uQjhJCm5OzZs+jXrx/s7OzAMAwOHDgg02fevHnw8PAAn8+HqakpgoODcfny5WrPO2/ePDAMI/Xw8PCQ6lNaWorx48fD3NwcBgYG+PDDD5GRkVFjzA8fPsSoUaPQrFkz8Hg82Nvbo0ePHvj1119R3oT/f1vlJKqgoEDqkZ+fj4SEBMyaNQtubm71ESNRgVdne/Qc7SnTLq6pzIAGcVy7Fq5nzsA0/FOp9twtW5DQ2hvC9HQ1RUYIIfWvqKgIPj4+WLt2rcI+LVu2xJo1a3Dr1i2cP38eTk5O6NWrF7Kysqo9t5eXF9LS0iSP8+fPSx2fPHky/vrrL+zduxdnzpzB8+fPa7zCdOXKFbRr1w737t3D2rVrcfv2bZw+fRoRERFYv3497ty5o/yHf41AIKj12Iag8gbEHA5HZmE5y7JwdHTE7t27ERgou51HYyPZwDAjGUZ62oChjbpDUklJoQBbppyXadf0jYpfxwqFKL1zB1k/rUHRBen9Aj1u3wLzlmwrQAhRnbxNalmWRbEKOyjUJX05353KYBgG+/fvR2hoaLX9Xn1vnThxQmHF8Hnz5uHAgQOIj4+Xezw/Px+WlpbYuXMnBg0aBABISEhAq1atEBsbi44dO8qMYVkWXl5e0NfXx5UrV8DhyM7NsCwLhmHQvXt3eHp6Ys2aNZJjWVlZsLe3x5EjR9CjRw84OTlh9OjRePDgAQ4cOICBAwciOjpa6nyNegPiU6dOSb3mcDiwtLSEq6tr09sr5wcvgMcAEScBBz91R6M0joJK5dHTL2Dc+ndr9R+yOjDa2tDz9YXDT6uRf+gQ0ufMlRx70O1duJ6MAUdHR40REkIak2KxGC5nb6nlvR918QafK79I8psSCATYuHEjjI2N5a5brurBgwews7ODrq4uAgMDsWjRIklpouvXr0MoFCK4yibwHh4eaNasmcIkKj4+Hvfu3cOuXbvkJlBA5Q4VERERmDBhAlasWAEer+IP+h07dsDe3h7du3eX9F++fDnmzJmDuXPnyj2fJlH5cl7Xrl2lHp07d4aHh0fTS6Cq+qU7cOFHIPuBuiNRCoer+Nd6+0xqA0ZSNzj6+uC5Sl8qFmVnI7GND4QZmWqKihBC1OvQoUMwMDCArq4ufvjhBxw/fhwWFhYK+wcEBCA6OhpHjx7F+vXrkZSUhM6dO+Ply4o7utPT06GjowMTExOpcdbW1khXsIzi/v37ACrWRb+SmZkJAwMDyWPdunUAILks+Oeff0r6RkdHY8SIEVJ/3Hfv3h1fffUVXFxc4OLiosJPpOGpnPls3boVFhYW6Nu3LwBg6tSp2LhxIzw9PbFr1y40b968zoPUCMfnVDxmpAI8A3VHU62qM1EegTZIiK38x3929304eJjC1IavjtBqjcPXl9v+sGtXurRHCFGKPoeDR128a+5YT+9d1959913Ex8cjOzsbmzZtwpAhQ3D58mVYKdjpoU+Vm3vatGmDgIAANG/eHL/99htGjx5dZ3GZm5tLLhl269ZNsq5JV1cXn376KbZs2YIhQ4bgxo0buH37Ng4ePCg13t/fv85iqW8q/1YXLlwIPb2Kuj+xsbFYs2YNli5dCgsLC0yePLnOA1SnElEHiNnXtk2J/1U9waig6pYwhuZ6CBroKnX81I6Ehg7pjXF4lWu5GD3pulMvjx2ju/YIITViGAZ8Llctj/pYRsHn8+Hq6oqOHTti8+bN0NLSwubNm5Ueb2JigpYtW+Lhw4cAABsbGwgEAuTl5Un1y8jIgI2N/LXBr24oS0xMlLRxuVy4urrKXeYTERGB48ePIyUlBVFRUejevbvM5Auf33j+yFc5iXr27BlcXSu+lA8cOIBBgwbhs88+w6JFi3Du3Lk6D1CdcoVT8Lzsd4jZKjNPqq3DVwumykwUV4tB6672MDSvTAbTHubj7oXnUPGeArXiVPmPyv3qFdh+v0DyOjXyKzz77PNG9XkIIaSuicVilJWVKd2/sLAQjx49gq1tRWkcPz8/aGtrIyYmRtInMTERycnJCm8aa9u2LTw8PLB8+XKIlVi07+3tDX9/f2zatAk7d+7EqFGjlI5XE6mcRBkYGCAnJwcAcOzYMfTs2RNAxTRdSUlJ3UanIZ6X7UZG2U8oKg8GdI2AG9uA23+oOyylaGlzoc3jIvz7INi5mUjaT21PQNyx6vdB1CRalpawW7YMDuvXgdHSgsmHH0LPr3Kxf9HFiyi9pZ4Fo4QQUpcKCwsRHx8vuSSWlJSE+Ph4yd61RUVFmDlzJi5duoSnT5/i+vXrGDVqFFJTUzF48GDJeXr06CF1J9yUKVNw5swZPHnyBBcvXsQHH3wALpeLYcOGAQCMjY0xevRoREZG4tSpU7h+/TpGjhyJwMBAuYvKgYrZvaioKCQmJqJTp044ePAgHjx4gLt372LDhg3IysoC97UF9REREVi8eDFYlsUHH3xQlz+6BqfyQpKePXsiIiICbdu2xf379/Hee+8BAO7cudN010MBELLOeFH+JXTTL4F76b9ZkFYDAK5mr8XhalXOSrm1t8bzB3mS17H7HyE/uwTvfuwhZ6TmMe73vtRr66lf40nYUMnrJ0PC0PLKZXAb4LZWQgipL9euXcO7774reR0ZGQkAGD58OKKjo8HlcpGQkICtW7ciOzsb5ubmaN++Pc6dOwcvLy/JuEePHiE7O1vyOiUlBcOGDUNOTg4sLS3xzjvv4NKlS7C0tJT0+eGHH8DhcPDhhx+irKwMISEhkoXhinTs2BHXr1/HwoULMX78eKSnp4PP58PHxwc//PCDzGzTsGHD8OWXX2LYsGEyJQoaG5UzgLVr12LWrFl49uwZ/vjjD5ibmwOouDXy448/rvMANU1xMh+G/z0X5eQi59d74He0Bz/Qtdpx6sLVrpxsbN7aXOb43XPP4dnJDtZOjS/x0PPxQauEe8iJjkbm4iUAgJJ/b4IfFAimnm4lJoSQ+tatW7dqlyfo6upi3759NZ7nyZMnUq93795d4xhdXV2sXbu22kKf8rRs2VKmnpMi2dnZKC0tlbuY/fWYNZ3Kl/NMTEywZs0a/Pnnn+jdu7ekffLkyXBycqrL2DQS59lxFIm6o1gUhILfz0GQwcGLP9OAF081cr2UnmFlHSVDM10MX9QJny6Qvrb9++JrEJQ03oXZZh99JHn+bMwYJHi1hri4WI0REUIIeZ1QKER6ejpmzZqFjh07ol27duoO6Y3V2T2XT58+xaefflpzx0ZOzBrhhTASucKZEGemSdpzlm0HEg6pMTJpXYe1hOc7dmjuJT37ZGDKg5GFHt4ZIl13adPksygXiBoyxDrD6OjAYvx4qbb0b78Fq6bKxIQQQmRduHABtra2uHr1KjZs2KDucOpE3ReuaOKq3qnHCoSS5yXirmBjlqkjJLlad3XAu594SN2pV1Wbdx1gaiNde+nn/51BflbjvDmA3zFA6nX+nweR4OkFYVqaghGEEEIa0qvLlImJifD2Vk+9rrpGSZTKKtfaiFhjqSMvOcMaOphaYxgGH83rKFX6AAAO/HBDTRG9GR1X+WvSHnbvQaUPCCGE1AtKolQkYCu/rFlIF30sL2o8m/u+EjzSU+p1YW4Z9i2/jvO/PcD9q/LL/Gsi7mvbFEiwLArPnGnQWAghmoP+iGp6NOl3qvTdeatXr672eGpq49uTrTbKxG0lz8WsdBLFybsD5DwCzDV7r5+q7FxNMH5Dd9y98ByntldUMk97mI+0h/kAAOc2ltDmaf6dbgzDwGzkSBSeOwvBw0dSx0ri42HYrZt6AiOEqIW2tjYAoLi4WLLLBmkaiv+7cejV71idGFbJlM7Z2VmpEyYlJb1RQJqgoKAAxsbGuPvlERjylC8/z+cehan7HSD8QP0FV09e5pZi28yLco+NXPoO9I105B7TNKxYjATPijopPHd3lCUmQtfLC057dkPw7Bl0HBzAaMB/eISQ+peWloa8vDxYWVlBX1+/XrZeIQ2HZVkUFxcjMzMTJiYmkkrrVb36/s7Pz4dRA9QMVHomqikkR/VNzOoBj0+pO4xaMTTTxZhVXVCQXYLfl1yHSFh5Z9ulA4/QPbyVGqNTHlNlk0+Dbt1QlpiI0jt3kNC6YhGjxcQJsHztTj5CSNP0ar+3zMxMNUdC6pKJiYnCvfwammaX225kxKi4c48VCJG99Ddom7EwGfeJmqNSno6uFiwcDDFq2TvY9OVZSfu9i2kws+PDN7iZGqNTnv2PP0KQlATTYUOR8/PPUseyf1oDnWbNYdijOzj6+grOQAhpChiGga2tLaysrCAUCmseQDSetra2zDYy6qTU5bzVq1fjs88+U7o8+4YNG/Dxxx/D0NCw5s4aqLaX8wDATHsRGJQhRzgPAODwlTVg2bIeoqxfa784KdNm7WyE9yf4QJffeC6Hldy8iSdDwmTauaamcDt7hi7tEUJIE9LQl/OUujtv8uTJePnypdInnTp1KrKysmodVGOWK5wBFpW1pLC2PXB6CXD3oPqCegPOPhaS5xlJBfhj6XU1RqM6vTZtYDl5sky76MULFF+9qoaICCGENBVKXc5jWRY9evSAlpZyV/9KShpnwca6wrKvLcI+vbDifydcAyzcZAdooI/mBSD9cQE8Am2wdcZFFOWVAQDyMopx90LFfnuNhWGvnsj64Qdw+HyIi4ok7S927UbZgwfgd+4MXosWaoyQEEJIY6TU5bxvv/1W5RNPmjQJJopq92i4N7mcBwDGWj8jv/zz/55vAZ/7NzhMGWDdGvj4d8BI9o4CTZf0bxYOr78led2Y7tgDgLLHSdAyN0Pm8hXI27tX5njLa9fANVD9d00IIURzNPTlPKVLHLxNXk+i9LzMUXInR2F/Bi/BonL9lx7nLErEXaT66DB3YKnzDRhjGyDyTr3FXp9++eosyooqNypu2cEa3cNbgavVeGq2isvKIHz2DI/f7ydzzOX4Meg4OqohKkIIIXVBI9dEvc30fS1h9kkrGPkUK+xj6F4g9fr1BAoABKwXSsVtgYIUYPfHwMuMOo+1vn3wlfSO2/evZEgKdDYWHB4PPAVbxDzq2QuiwsIGjogQQkhjRUlUNcw/bQXTMHcwDANOc8WbJTIcscJjVeUI56JM7AUkHAIurKqjKBuOmS0fTm0spNoSL6fjn19uQyxuGhOa9/3bI+unNeoOgxBCSCNASVQ1uCY8SYVbVqQ4SWB4ypV+AIAswRIUloeALVU8s6WpGIZB33FtEPiB9LY2D69l4tye+2qKqu5lr12Lx6EfQFRQUHNnQgghby1KoqrB1a+sIcSWlSvsx9r5qXTevPKJKEyyBl6mA4LGl0y16iS7MP72mVSN2hSyJoY9gwEARu/1kVsrqiwhAU/Dh0Nc3Ph+P4QQQhqGyklUaWmpwmNpaWlvFIymYXQrSzqw5dIJgn47q8oXrOrVU8uydIEV7sBvn9Y6PnXRM9DB56u7outH7uAbV96ht27sKaQn5asxMuVZz5wJ+x9/hN3y5XA9ewb2P6yU6VOWkICczVvUEB0hhJDGQOUkql27doiPj5dp/+OPP9CmTZu6iEljMJzKzSpZoUjy3DrSD6YDK+s9aVnpgaPi7f4M/pvheHgCOP8DcGLeG8Xa0LR0uGjdxR7D5gZItf+x5DouHXgk1fb0Tg4u/PEQGU805/KYtq0tjEJ6geFwoGVqCt1WlXsDOqz5SfI8e+1aPP00HCxtGUEIIeQ1KidR3bp1Q8eOHbFkyRIAQFFREUaMGIFPP/0UM2fOrPMANQVbXrl4XNtKH4wWB1YTfGEy0BW6HmYwC3NX6Xwl4q4QiptVFOY8Ma8ikYrfVcdR1z+evjbGrnsXZnaVNZauH32Kx/FZYMUsWJbFoZ/+RfzxZPy++JrGzlRpN28Oo/f6wLBnTxj06AGtKruDF1+9ihdyaksRQgh5u9WqTtTff/+NiIgIuLq6Ii0tDQYGBtixYwdat25dHzE2OHl1Jl6eTUH+4SQAgMPizjJjynNLkb5U9W1EeJxrMNH6BSx40OE8ArrNBDp/BXAb197QLMti3dhTMu3tQprhxj/JktcB/Z3h/55zQ4ZWKy9jYpAyfoJ0o7Y2bObMhungweoJihBCSLUaRbFNsViMiRMnYv369dDS0sJff/2FkJCQ+ohPLeT9ElihGAUnnkLXwww8Z2O54/J2nEPhbek2RksMtly5CT8rncnQ4TwAQjcAPkMBhql5kAZ5eD0T/2y6XWO/LkNbwtrZCFbN6/8feG0JUlLwKLin3GP67dvDcdNGcJTckJsQQkjD0Phim48ePUJgYCAOHTqEf/75B1OnTkX//v0xdepUCJvwuhFGmwPjPs4KEygA0Osguy+ecTdjGPd1hq67aY3vkSn4AcWiTmD3jwW+NQGeNa4Ncl39rDB+Q3eERrattt/Z3fexd9E1lBZp7r8XHQcHmAwbKvdY8dWrSBr4IcRlZQ0cFSGEEE2ichLl6+sLZ2dn/Pvvv+jZsycWLFiAU6dOYd++fejQoYPKAaxduxZOTk7Q1dVFQEAArly5orDvnTt38OGHH8LJyQkMw2DVqlVvfM66xOjJ7r3GmNnCsLMDLEYqd6kzVzgDJeL/LhduDgYen67DCBuGfUtTBPSveUPfwheK7/TUBJYTJig8Jnj8GIk+vih/8aIBIyKEEKJJVE6i1q1bh927d0ttLhwUFIS4uDi0a9dO8UA59uzZg8jISMydOxc3btyAj48PQkJCkJmZKbd/cXExWrRogcWLF8PGxqZOzlmnOLKX33guJpUvlLw6lyucipTSQygR+QPbBgD5KXUTXwPyf88J4zd0R8QPXaDNk18C4trhJw0blIq0zM3B8/CQarOZO0fqdfLo0Q0ZEiGEEA2ichL16afy6xoZGhpi8+bNKp1r5cqVGDNmDEaOHAlPT09s2LAB+vr62LJFfm2e9u3bY9myZRg6dCh4PF6dnLMuVb2DDwD47QygZVwZp9UE6ctcht0cqj1fjnAeCsqHAD94AWJRtX01FU9PC3qGlcUsP/+pq+T5oxsVd/BpMoOuXaVf9+gh9brs7j3c82iF7A0/N2RYhBBCNIDKt4Bt27ZN4TGGYRQmWa8TCAS4fv06ZsyYIWnjcDgIDg5GbGysqmG90TnLyspQVmV9S0Ett/vQcTCAth0fwudFAAAtOyvp4/YGMBvmjtxdiQAAbRvZy3+vKygPB4/zL3g/tAYmXAV4BrWKTZ3YKrmlljYXfb7wxpENtwAAd86lonXX6pNJdRKXSFcs5+jpye2XtWoVXh4/juY7fwVHQYJPCCGkaVE5iZo0aZLUa6FQiOLiYujo6EBfX1/pJCo7OxsikQjW1tZS7dbW1khISFA1rDc656JFi/Dtt9/W6j2rYrgcWP+vHVKmn6t4rS1noq9KQqFtp1xClCVYAbO8JdBfZA9MvAGYu9Q8SIO8vjmxk7e55PmZXffhEWQLLW3Vq743BLZMIPW6ugSp9M4dJPr4wmnvb9DzVrxhNSGEkKZB5ct5L168kHoUFhYiMTER77zzDnbtanzFIgFgxowZyM/PlzyePXv2RufTttEHAOi1MpM5VnUjYy1L+bMaAKDvJZ1g5QqnoVTkDfyk2rozTfDO4Iq7Fn17NgMAcLgcOPtYSI7/PPEMUhM1c4E2K5BOoqCtjWbRUdBv317hmCeDhyB3x6/1HBkhhBB1q5MNiN3c3LB48WKZWarqWFhYgMvlIiMjQ6o9IyND4aLx+jonj8eDkZGR1ONNWE1oC7s5HcE1kp21YMWVU1EMw8B2pvw7Gg1DZCugZwsXoUQUCGzpAzyMeaMYG5KrnxVGLXsHQQMrZ9CsmhtK9TnwQxwEJYo3eVYXbpUbKNwuXgDDMOB37Ijm27dJVTU3CQuD0XvvSV5nLFiAjMVLIK5mr0lCCCGNW50kUQCgpaWF58+fK91fR0cHfn5+iImpTAbEYjFiYmIQGBhYqxjq45y1wWhxwNHXlnuMw5O+gso14sH6K7+K52aVxRsZHY7cy4E5wm8gfnod7PaBQG5SHUZdv/QMdcDUUDx00+SzOLg6XubynzpZfP4ZDLp2hf3KFdAyk55ZrPra9tt5sF+5AvarfpC05UZHI9G3LcoePmyweAkhhDQclddEHTx4UOo1y7JIS0vDmjVr0KlTJ5XOFRkZieHDh8Pf3x8dOnTAqlWrUFRUhJEjRwIAwsPDYW9vj0WLFgGoWDh+9+5dyfPU1FTEx8fDwMAArq6uSp1T3fRaW0C/rRV0nCpnu7Qt9WH7TQA4elrI/S0RbJkIXGMezD5phZyoOzLneF72Bwy4B2Gy2hf4+jHAN5fpo/nkJ1TP7uYidt9DdBokW7hUHbgmJnD8eYPcY7YL5uPpJ5/CYtxYSZtR794wvNkdD7q9C1FuLgDgcb/+cD6wH7ruqu2vSAghRLOpvO0LhyM9O8IwDCwtLdG9e3esWLECtlUucShjzZo1WLZsGdLT0+Hr64vVq1cjICAAQMVmx05OToiOjgYAPHnyBM7Osvuude3aFadPn1bqnMpo6LLx1UlfeArlBfJzXUudKeBZiSvu2mtk0h/n44+l1wFU1JR6vWZUMy9zvD+hTY2zV+rGisVgOLIzhrm//oqM+Quk2izGjYPFxAka/5kIIaSxahR75zV1mpREFV58jryDj6Db0gBlj1+CLZf+ArbQ/ga63H+BUceAZsonipog7WEejCz0oG+kgzvnUqGtq4UTUXclxw1Meeg/yRemSpSC0DTi4mLk/f4HtB0ckDJunKTdctL/YDJ0KLRMa94GiBBCiGooidIAmpREsSwLwdMCaFnqI23+Jbl97HgfgsOUAXxLYMI1QM+kYYOsQzmphdg9X3qbHgNTHoJHeMJeif0HNQ3Lskga+CHK7t2Tajfs2RP2K1eA0Za/do4QQojqNDKJioyMVPqEK1eufKOANIEmJVFVvao/JV8ZTLXXgs89CUxNAvRlyys0Fsc238GDq9J3WBqY8jB8kWpr7jQFKxAgd+dOZC5eInPM/d94Ks5JCCF1RCOTqHfffVe5kzEMTp48+cZBqZumJlF5hx+j8GxqtX0stL+Brnke8PkZQK/xzdwAgEgkRtGLMlz4/SEex2dJ2t/9xAOe79ipMbLaK3/xAg8Cg+Qe87h3l9ZJEUJIHdDIJOpto6lJFCtiIUwrhLadAYqPn8eLU/L7GXJ3w1h7BzD9GaCrOfGrqqxYiF8iZWff3ANs0GN4KzByNnzWVKxIhASv1gqPmw0Ph9X06ZRMEULIG2jo72+l60Q9fvwYlG+pF8NloONgCIbDgKOvuDrFS9FQpJVtBLuoOfDiScMFWMd4+tro87k3+MY6Uu2Jl9OxYeJprP3iJGKi7yoYrVkYLhfmn30G3TZt4LT3N1jPniV1PHfrNjwIDELJv/+qKUJCCCGqUnomisvlIi0tDVZWFZvqhoWFYfXq1TL71DUFmjoTVVVp7CVk/ykEABh0toO4sBzFcZlSfUy0NsBA6xAw+jjgKL8yemNx7fATXD74WOHxAV/6wsGj8awDY1kWCa085R5rvnMn9Nu1beCICCGk8dPYmajXc63Dhw+jqKiozgMiymHMm0meG/d2hlmYO6wmtgWHUyhpzyv/Aimlh5C9/hzE1/eqI8w64/+eE4Yv6gRjK/n7Df65Kh6XDjxq4Khqj2EYWPxvotxjTz/6CCkT/4fSu41jlo0QQt5WdbbtC2lYWvaWkucMt+LXqGNvAK52vkzfUnEHFO7/Bzik/F2WmsjAlIdPvgsE57+1UH69m8OnhyP0jSou910/+hTZKYXVnUKjcHQqL1O2OHwYBj16SF6/PH4cSQM/RPb69eoIjRBCiBKUTqIYhpFZ9EqLYNWHy9eG9ZftYPO1v/QBk2Zy+xeUDwd7dStw4ccGiK5+jV7ZGSFjWqN9P2e8M9gNQ+dUXqrcs+AK1n5xEhlJBWqMUDni4hLJc14LZ9ivXAGj/v2k+mT9uBr3PFqh8Nz5hg6PEEJIDZReE8XhcNCnTx/w/qtp89dff6F79+7g86WrSe/bt6/uo2xgjWFNlCIZa+MhfPZS4XF7XiiYHtOBLl83YFT178G1DBz7RXafwf6TfOHYSnqtFMuyOLb5DgTF5eg7vg04XPVMyBbHxeHpsI/ANTNDy4sXJO0l//6L7HXrUXjmjFR/sxEjYD19WkOHSQghjYbGljhQdgPfqKioNwpIEzTmJEqQ8hKZa+IVHtdhbsFS5xswjLhRbhWjiFjMYv04+TUf+MY6+Hh+ILR1uACA7JSX2LOgYr9Bl3aW6P2Zd4PF+bqS+HhoOzpCy1x6E2lWIEBCGx+Z/s2io8Dv2LGhwiOEkEZFY5Oot0ljTqIAQJRXhLTFNxQe53FuwFJnTsWLXt8DQRMaKLL6lZtWhKL8MhxcFS/3+JBv2sPS0RA3/nmK2P2Vi9A/W91VkmBpktSpU1Fw8C+Zdq6pKfidOsFm3lxwDQzUEBkhhGgmjb07jzQejK5OtcfLxO2QUnoIecIIiP/5DtjSGygXNFB09cfMlg9HDzN0+9gdbbo7oO/4NlLHf/v+Kp4l5OJlTqlU++O4LGgksfy/b0QvXqDg0CE86NIV5S9eNHBQhBBCXqEkqglitCpnVbR4ihdYF4pC8bzsD4ie3gEWWAJ5zxoivHrn1dkenYe0hJO3Bcb80AUd+jlLjh1cFY+E2DSp/s/va2giUmWS2GTwYNnDxcV4EBiEZ2PHQVxc3JCREUIIASVRTRO38q5JA69y2EyvvtBmWtlOFJSHAataAw+O13d0DUpHTwv+7znB1c9K0lYuFAMAWnWyBQC8fFGmlthqxIolTy0V1JQCgMJTp5C5fDny//wTrFDYEJERQggBJVHVSkhIQFmZhn7BVkOq9ISuHrRMeLCdGQCTUFeFYwrKP0Va6RaIdowEbmxrgCgbDsMwCBnTGn0+r1xA7tTGAu4BNgCArOSXKBeK1BWeQvrt20uea1laQq9dO4V9X+zchefTpiPBuw2VQyCEkAZCSVQ19u/fj0WLFuHOnTsQi8U1D9BAjG1F4sA10gHf3xq67qbguZnAsIdsPSkRrJAjmAP2z0lAYabM8cauRVtLhE5uC68u9ugxvBVsnI2ho6eF0kIhkv7NVnd4MkwGD4bNd9+ixZHDAACbKvvtOe3dC7sVy2H8wQcy456NGYPc7TtoVooQQuoZ3Z0nx6vV/d9++znEYmsAFTM7n376KVxcXNQbnJJSpp8DAJgNc4e+j5XMcVbMInWm/BkLbSYJVo6bwGTeBAInAMHfAlzFGx43Zse33MH9KxkAAKvmhuj3P1/o8rXVHJViYoFAqtJ56d27SBr4ody+jI4OLMaPh+nHH4NrwJfbhxBCmhK6O0+D+Lb9B5277ACPVwgOpxzbt29DRkaGusNSCj/ABto2fOh5Wsg9znAYGL/nDIMuDrBf+A60LCv3pBOyzniR+i5eCL9A8fnbYNd2BArS5J6nsTO1rUwuMp++xOavzmHvoqtIuql5M1OA9FYxAKBTJannGBjAeX9lsVtWIEDWDz/gvr8/ShMTGyxGQgh5W9BMlByvMtk/DzqBz5fOMx8/ioSPT3u0bt0a+vr6aoqw7olLy/F8XqzcY2bay6DHOQem1XvA4GiAq7kzNap6mVuKbTMvKjw+dE4HmNtpdi2mgqP/IHv9ejj8uArazZsjbfZsFBz8C1ZTvkLGwkWSfrre3rD6KpKKdRJCmiwqtqkBqkuiEhI64UWuPcRiDr74YhIMDQ3B4/HA4TT+ST1hZjEyVl5XeNxMexH0OBfBfLQLcO/TgJHVr4ykAvy+5JrC46GRbWHf0rQBI6o7udu2I2PhQqk28zERMOrTB7qenmqKihBC6gclURqguiTq/v2OaNnyEliWwflzH4NhOPD390ffvn3VFG3dyt18GsUPqq/ebaa9CPo+tsDATUATSB4BoKxYiF8iK9aRDZsTgN8WXoWovOJmAmcfC7w3tk11wzXaPY9WctuN+veD1ZQp0LaSXTNHCCGNEa2J0nC6vCIAAMOw0NISQJ+fjevXL2LVqh/w9OlTNUf35gzfbw89O8UbGANArnAGiv7NhejbFsAj+fvVNTY8fW10DG2BDv2cYWbHx+gVncH5r95W0r/ZSE18gf0rbmDT5LO4fvQJhGWaVxJBVQUH/8LDLl3x8tQplGdpaNV2QgjRYDQTJUd1M1FlZXrg8UoAAI8e+cHFpfLy181/e6J//68bzR181SnPLUXZk3wInhZA19McL2OSIUiWTa7MtRdAl3MZzFf3ACNbNURafzKeFOD3xYov83l2tkPXoS3B4Wr23yL3vNsAVcodaDs6Qr9dW+T/eVCqn8mQIbD6egq4hoYNHSIhhNQJupynAapLoqpiWaBqXcvSUj6uXhmI2bNng8vVvA1t3wQrZlGeWYyMVfI3NrbSmQCdKUcAI7sGjqz+CAUibPzfmWr76Ohp4eNvO0LXQBscDlNtX3Upe/QIhadPw3jgQOT/+SeM338fWhYWyFq3Dtmrf5Lpbz1zBkw//hhME/s3TAhp+iiJ0gDKJlGvKy4yxvXr/QEA77//Pjw9PZvUHXysiEXWppsQPJG/H58dLwwcr2AgeB5g1qJhg6snJ6LvIvFSuuT10NkdsHv+FZl+5vYGGPClL8QiFnwTXkOGWGuiwiLc9/dXeNxi/HiYffoJuCYmDRcUIYS8AVoT1Yjp8/NhYvIcAHDo0F9YunQJEhMTG22189cxXAZWX/jAuK+z3OPPy/YgM64jSn8YCRydKbWBbmOloytdZJSnrw0tHdn/bHJSC7Hl6/OInn4B1w4/QWP424RrwIfl5MnQad4cLkePwHxMhNTx7LVrkfThIBQcOwZxUZGaoiSEEM1FM1Fy1HYm6pUL54ehnd8hFBWa4t69rgAADw8PDBo0CFpajb/yd3lOCdKXVawV0mttjpLbOTJ9dDmxMNNeDs7QzUDLPo224vnJ7fdw70JlodExq7qgILsEN0+mwKGVKY5vvit3HFebg+6feoAVs3BpZwWxmAWHw0BLR7Mvkb08dQopY8fJPWb66afgB3SAQbduYJrAv2NCSNNDl/M0wJsmUffudkYrz4rb5R8/8kNpqQHKyvRRWGiBQYMGoXXr1nUdcoMrzykBo80BR08LZU8LUPYgDy/PpMjta6a9DNxP10LHzUF6c+RGoOq2MAAwbv27Up+htEgIrjYHf/0Yj7RH+dWeS5vHRY8RrdDC11Jjfw7F167h6SefAgDsli3Di927UXJdtnZYs21bwe/QoaHDI4SQalESpQHeNIlSJC6uDwpfWsDf3x/BwcHQ1dWts3Nrguyo2yhNfFFtH9vp/uCa6FXbR5PkPi/CbwuvwtrZCO9+4gET6+rXuLEsi6e3c/D32psK+3C1Oej/P1/YuZnUcbRvrjQhAUmhFZsauxw9Ah0nJ4V1pgy6dYP9iuXg8GlfPkKIZqAkSgO8+iXEnOyDdm2/A8uKcfPWZygvr75+kjIePWyPjIwW4HD46NmzJ1q1agXDJnJLOStiAZYFWy5Gxk9xEOWUyvTRZu7DKqIVGJcgNURYO8IyEbR0OCrNHmWnvMSRn2+jMLcUYhELa2cjZCRJL8j/4Kt2GpdICZKT8ahXCADA7fw5aFlYKEyiXjEfMwaWkZM1dnaNEPL2oCRKA7z6JTx7dhEODoEAgKQna/H48co6OT/LMvg3PgQvX1oCAKZOndqk7uIDKmZkIAZSvzkv97gB9yCMp38NxvDtqZZ998JznNqeINXm2dkO7d9zAt+EpxFJiDAjEw+7Vqzjc4+7AY6eHp4MHYaS+Hhw9PUhLi5WONb0k09gNmIEdBzsGypcQgiRQkmUBnj1S8jJSYWZWUXdo4ePluHp0w119h7Z2Q64d/ddyWszMzOMGDGiQX7pDan0wQtkb74t9xiPEw8L3+tgBm0GOJq94LquFL4oRblAjF/nXpJq5xvroMswdzi1sVB7vamMJUvB8HRg9eWXAIDSu3eR88svsPzyS8kslflnnyFn40a54w1DQmA+aiT0fHwaKmRCCAFASZRGkPdLSLz/LVJStgEA2rTZCBPjdjh7rqLGjqvLNDxO+hFisezlq+qUl2vj7p1uyM+3kbQZGxtjwoQJ0NbWrqNPo37pc/ahXGCp8Dif+w8M/bSgNXBeg8WkbomX03EiSv6dfQAQMqY1hGXl8Ai01YgZqleKrlxB2b170GvXDk8GD6m2r7a9Paxnz4JBly5gmsgei4QQzUZ1ojSUFrdy8aylRQ9oa5tKXrOsGO3996l+Ti0h2vgcR6d3fkXnLtthZvYM+fl5+P7777FmzRq8eFH9Iu1Gg61MAuy/f0fmcJEoBOlXeqBw1lCIjiwByt587Zmmcw+wQcdQxQVJ/9l0Gye3JWD7rFiUC0QQizSj1hi/QweYDR8OXS8vmAweBM5r6/mc9/0Bg/8uBwpTU5HyxVgkeHohJyoaYoFAHSETQki9oSRKSc2ajYGZWWd4tlouaTMzrUgIbGz6w8DAHRYWwTLjTExqvg2cw6n4gvRqfRoBHX+Hru5LZGdn48cfVyEmJqaOPoH6sOLKJIrhMrCa4Cu3X175eKSdCULB/Mlg759ooOjUp1xYmRi17dkMBmaylc5f5pTi5/+dwfrxp3Fozb8aU8ST4XBgO38+LCd/KWlz2r0Lup6ecPxZ9rJ35pIlSPTxRcHhwxBmZjZgpIQQUn/ocp4cyk4HsqwYIlExtLQM/ht3C1evhUr1adVqCWxtBoJhOLhwsRtKS5+pFEtcXB/oaLfEoEGDYGfXOPelS5v5J0RiMwCAw+LOAICCzTtR8MCx2nF2zeaD0/kzwHMAwG06lzdfyU55iT0LrsLMjo9hcwIAAILSclw++BjJd3KRlyF/EbdLO0t0/cgd2jpctRfvFGZk4GHXbtBxdobLkcOS9sKzZ/H866ngGBtDmJwsM07HxQW2330LfT+/hgyXENLE0ZooDVDbX0Jh0QNcvtxbqs3LcyVsbAYAAIqKHuHS5V6SYwZ8dxQWJdZ43tu3uuPFC3vY2trigw8+gJVV47qjLf+nTXiZ6gFtrSewXlBRyPHlyUTkH6uYkTDobIfCc8+h62mG0ru5cs9hGXgXvAGfN1jMDSU3rQgGJjzo6MlWAD+9MxF3zqZWOz7wAxd4vmMHXb76kkxhRgY4fD64BgZS7a/+ryWpf3+UPXgodyzX1BSWkZNhOnhwvcdJCGn6aE1UI8bXd0Uzx9FSbZaWlUkTn++C1l4/Sl67u3+n1Hlbe5+Ep9dJZGQ8w7p16zBv3jykplb/5apJjEYOhplfEizGV66H4r/jCh0nQxj3cYJxb2eYj/CC+UetYB0pf2YiK9YT5cveAfvnRKC8rKFCr3dmtny5CRQAGFa5vBca2VZun9j9j7D5q3NIe5iHzKcFeJmr2s0NdUHb2lomgQIAhmHAMAyc9uyBybChknaTIZUL0kUvXiB99hzc82iFwnPnGiReQgipKzQTJcebZrIxJ10AAG5us9DMcaTUsbS0fbh772sAQPd3HyAldQfu3/9W5hxenitx526kTPudO93wItceLMtBu3bt8P7774PTxO58evHHfRRdzVB4XJdzFeYWUWBG/Q2YNGvAyBqWoLQcJ7feg1sHa7i0tUJeRjGynr3E/cvpSL6bC7FI/n+63l3t4R5oCyMLXegZ6DRw1PKJS0rw8kQMDLp0BtfYWG4BT66pKQy6dIaWlTWM+vSGrqenGiIlhDRmdDlPA7zpL+HU6VYQiwXoGPAP+HxXqWOpqbuQkDgLANCj+yMAQHl5IeL/HQkL8x7IzomBWFwGf799uJcwHenp++W+R8ozTyQltYOBgSF69uwJT0/PJlMWgRWzYIUisOUsii6noeR2JoTPS+T25Zvfgem4wQDfvIGjVL+C7BJkJb/E0Y3y63ABQLuQ5vDuZg8D0zffYuhFehF2f3cFLMsifGEnGJjKLoRXVv5ff+H511Nr7GfYuzcsxn4BXXf3Wr8XIeTtQUmUBnjTX0KZIBsCQTYMDTxkjgmFL3DhYjeYmLSHr88v1Z5HKMzH2XPtqu1z/txHYNmKxcVmZmbo378/mjVr1qRmp1ihGKUPcpCzLUFhH339SzAd0xuMrXcDRqYZTkTfReKldBia6+KlnK12AKBDP2e0690cXG7t/138sfQ60h9XbLJs5WSEwdP9a30uABAXF0P04gWyf96IvN9+q7Yvx9gY5qNGwWTgB9CyVFxzjBDydqMkSgPU9y9BJCoFh6PcNh/5Bf/i4cMlMDFpjydP1sjtc+PGe9DiClFSaghBWUU9qx49eqBz5851Grc6sWIWOVvvAAwDtlyMsod5Mn20mSRYtDwKTs9IMA5v9gXfmIjKxchJLYRls4qaTQ+uZeD4ZvmFPF39rJCfVQK39tZo21O1S6G/RJ5FWXG55PX4Dd1rH/RratqfryptBwdYz5wBg65dwXDfjkr3hBDlUBKlARr6l6CsV2utqpOS0gqpKZ4QCPRhZ2eHQYMGwczMrAGia3iiAgGyfr6B8hyhzDEj3T0w7OsPpt3HTbI8gjJEIjEyHudj/4q4avu9P9EHOamFaN3ZXuEid2GZCBsnnalsYIDPVnWFNq9ukphXSZRJWBhs5s0FhEKU3LmDp8M+qnacvr8/tO3tYBgSAsPudZfUEUIaJ0qiNICmJlGZmf/gXsI0WFr0REbm3xCLFd+llpLSCkmPK2ZjrK2t0b9/f9jbN92NYXN33kDxzSKZdj29mzCbGArGrOl+9pqc3ZWIW2eUu5vTp7sj/Ps6yZRMyHr2Er99fxU8vhY4XA5KCgQYOKUdbF1N6iTGV0mUzXffwrTK3Xsvdu1C+rcVd7Hq+flBXFyMsnv3FJ6H17IlLCaMh2HPnhq1XQ4hpGG8lUnU2rVrsWzZMqSnp8PHxwc//fQTOnRQXOl77969mD17Np48eQI3NzcsWbIE7733nuT4iBEjsHXrVqkxISEhOHr0qFLxvPolhF2Ix+iWTuhpYVy7D1YPWJYFwzDIzb2AuPjwavuWlvIRd+M9lJdXLir+5JNP4OrqWs2oxkksEOH5nItyjxlq/wHjD9pBpOcGTgtfMDy9Bo5OvVgxi3KhGFnJL3H96BP49XbCs3u5uHb4idz+1s5G6Pc/X5QVC6FvqAMtHS4SL6XhRPQ92LmZQJevjcfxWQga6Iq2verm7sjiuDgUX74M8zFjZC7RiUtKwNHTk/zbZ1kWpbduIXnMZxDn5ys8p/HAgTD5IBT67dvXSYyEEM331iVRe/bsQXh4ODZs2ICAgACsWrUKe/fuRWJiotyikhcvXkSXLl2waNEivP/++9i5cyeWLFmCGzduoHXr1gAqkqiMjAxERUVJxvF4PJiamsqcT55XvwTLv86BwzcABwCXYdDF1BA72jhrxF+4paVpuHCxou7SO51ioaNjicePV+LJ03Vy+1+/1g/FxSaS1xMmTICFhUVDhNpgiuMzIcwoxstTiqvCc5ADPeMkiMwCoNfeBfx21g0Yoea5dOAREi+nw6mNBe6cew5WLP1/Bzx9LfT7ny9+X3wNQEX5BB5fG9cOP0Fzb3O8P95HHWFLKX/xAo9CekNcUKCwj8mQITDo1g38oEBwdN/8TkVCiGZ665KogIAAtG/fHmvWVCyaFovFcHR0xMSJEzF9+nSZ/mFhYSgqKsKhQ4ckbR07doSvry82bKjYs2vEiBHIy8vDgQMHahXT60lUVX/4usBeVwfaDAN7XfXW4MnNvQCulgGMjSq/yK5dH4z8/Bty+6enu+DB/SCpNn19fUyePLnJlEcA/kumskpg2MUemSsuoLyg+jvSjHvawbBHzevN3gY3T6Xg3J77Co8Hj/QET18Lf6+9CQDoN9EHzbw0o7xEcVwcxAUFePb5FwAArqUFRFnZUn24pqYw/+wzmH78ETg6mlFDixBSd96qiuUCgQDXr19HcHDlxr0cDgfBwcGIjY2VOyY2NlaqP1Bxqe71/qdPn4aVlRXc3d0xduxY5OTkKIyjrKwMBQUFUg9FRt9+go6X7sEv9i7KxSyu5RchT1iusH99MjPrJJVAAUBLtzkK+9vYPELnLtvB4fy/vfOOj6M4//976/U76dSrZVmy5W5cMcZgsKmGhEASQgg9BQJJSIFAAj8CKYR8v8mXQCgpJJBKSyB0MAYbMMa4927Lkq3edf12d35/nH22kGTLxhX2/Xrd63Szs7Ozs6Pdz8488zx7DbEjkQg///nPeeCBB6irqztidT2auMflEjhrELJDJe+208i6cgSSavWbv3NOHe2//QvG1rVHsZbHJwUVe6euM/PdvbZXTMhl0KgsCiszAHjxwZWE2o++l/S+cJ90Et7TT6fs6aeoeGsuhb/4RY/takEBZnt7KhjymLGsrxpO21//RnxL3yFpbGxsbA7EMRVRLS0tmKZJXl7PKZW8vDwaGhr63KehoeGA+c8991z++te/MnfuXO677z7mz5/Peeedh2mafZZ57733EggE0p+Skv4D43YYe8u4Zs12Lli2mar31nDt6u00J3qvEjva+P2jOW36kv3mmXbqk0w/7W9MnPQcbnc7AG1tbfzhD3/gJz/5CS0tLfvd/0RCkiVcI7Io/Ml0in5xKrlf9uAv30RA/XOPfOH6Chr+2EbdbS/R8eATJDZtPUY1PrZk5LnZM1t9yQ8nEsjZaz82eGw2iiojSRKTLhicTn/i9vdJxk2WvFLNtuXNR7vKvXCNGYNWWIh3+nQK7r2X4HXXMmzpEirmvNErb+MvfsG2Cy5kfdVwmh/8nS2obGxsDopjOp1XV1dHUVER77//PlOnTk2n33rrrcyfP59Fixb12kfXdZ544gkuu+yydNrDDz/M3XffTWNj36FCtm3bxpAhQ3jzzTeZOXNmr+3xeJx4fO9Kt66uLkpKSvqcztsfZS6duROH4VGPre8ay4rz9ryDC5mxfPl5hLqzgNQTdPjw4dTX1/PlL3/5hAt4PCAeORUaVxMyzqHD+FafWWS5m5zLi9FGjjnKlTu2dLfFkCTwZjqxTItQR5z1C+oZd1Ypjt0uEIyEyR+/+06/oWcAhk7OY+rnhhwWb+mHi20XX0x8Xf+r+/YQuOgisq67Fkdl5VGolY2NzeHiUzWdl52djaIovcRPY2Mj+fn5fe6Tn59/UPkBysvLyc7OZks/b5kOhwO/39/jcyhURxPcvCFl1LymO8LOWOKQyvm4SNJeW49hQ+854MgUwEknvcr00/6O15cahVq/fj0dHR08/PDDPPjgg6xcuZJoNMpxsJjz8HDG7VB1Ae5v3Yd7aN9ZLMtH49862XXbHIzVizDqWxBm/9OCnxR8QWda+MiKjD/LxZTPlKcFFICqK9zw0Bn7LWfTh408cfv7vPjgClbP20k0lOhluH60Kfnd7/B/5kIKfvELsr91E8OWLU0LJb2sLJ2v8/nn2XbhZ1hfNZyGe35KeNGHiOSxH2m2sbE5vjguDMsnT57Mgw8+CKQMy0tLS7npppv6NSyPRCK8+OKL6bRTTjmFMWPGpA3LP8rOnTspLS3l+eef5zOf+cwB67RHyV71wSouG1zCA8trWKoP/OF5Y2kuD9U0AfDM2CGossQQl4Ncx9Ez3t7jmHP48PsoLPg8QgiSyVbeXzgT0wyRk30WzS1z+tw3FZdvQr9lf+Mb36CgoOCI1PtYIUyL1l89hRASwW9+hvpfLu03rzu/Hu9nTkUbXHBcrNQ8loQ74/z1R+9jmYKhU/Iwk4KdG9p6eDbvi/HnlHLSWYNweo/9ggZhWWBZSKpKeOFCaq65tt+8GZd9iazrrkPx+1GOIx9yNjY2KT51q/OeeuoprrrqKn7/+98zefJk7r//fp5++mk2bNhAXl4eV155JUVFRdx7771AysXB6aefzi9/+Utmz57Nk08+yS9+8Yu0i4NQKMTdd9/NJZdcQn5+Plu3buXWW2+lu7ub1atX43AcOGjqnovQ0dFBIJAytL19Yy1/qevfOH0gPDm2nBnBo3PjfXveCCwrzilT5+NyFafTTTOCLDuRJJl1639IW9sCCvI/18s1gmUFkeU2EolSViyfSDzuZs9U3x6CwSCf//znKSwsPBqndFSxYknq73kHYfW/gkt1tOKfloH77BlHr2LHIbFwEkWVe3gvTyZMatelfFE113Tvd//CygyGn1LAkPG5h80D+sfB7OzEisfZctrp+82n5uYSvPpqvGfMwDF48H7zHirCNNN+s4QQdL/6KkII/Oeea4e8sbHpg0+diAL43e9+l3a2OW7cOB544AGmTJkCwIwZMygrK+Pxxx9P53/mmWe444470s42f/WrX6WdbUajUS666CKWL19OR0cHhYWFnH322fz0pz/tZZDeH31dhLmtXVy+ahsAlwT8+AQ8vp9VfP2hSnBdcQ4/HFyA+2MEgz0QyWQ7yWQHbvfAbu6WleTteb0DJn+UjvZ8Nm6cRiLRc+XWF77wBaqqqlA+QTd2YVrs+vGCAef3VoVwz5yGVuRDkj/dI1T70rSji81Lmqhe1UJHY6TffMNPKWDQ6Cy6W2OUjswiWOA5irXsTWz9eszOTmquviaVoCjQz+IUNT8f38yZ+M8/D+fo0R/LfULXG28QXbqMzCuuoParX0VyOin7x99pf+YZmn55H5AKj1Nw909INjbR8ugjSJpGzo03ogSOH8fANjbHgk+liDre2HMR/rz4z1wx/gpUWUUIwfsdIYZ6nOToGqYQFM1bCcDVwQxWb21jaebBiaJRXhc/qSjk1EzfkTiNg0YIkw8Xf4ZQaMMB83a0l9HUnE9jwxD2Na3LycnhjDPOoKKiAk3TTvjprvbf/IVw014P74V3TqDhp29gsX/fSM6iOP4LxqAP/gQa5X9MhBA0bu/ixQdXkoj2P+3nzXSQW+anaGgGZaNTKwMTMYNE1CSn1It8BF9C9iX84YfIHg/Oykp2XH0N0WXL0CuGkNjS/wpO14QJOIZWEvzyl9ErKg74f2CFwzT+8j5kr5e2v/4VTBO1oACjvh6A3Ftvpf0f/yC5a3f4Hlmm8t13aPjZz+h+NRWJQdI0hrw5B233y2Ji5y4S27biHD0adYCOhm1sTnRsEXUcsOciDH9kOIpL4bbJtzEuZxwjs0f2yPeDDbW82tLJ/MlVZGkKUxeupzp+8Mbkv6kq4b32ELeU5TPYfeDpxiNJa+t81qz9Lg5HHrKs0d19YN9JlqWyZMkFxGO9xWBVVRUXXnghHs+xHVU4VDr++hahdSm7Hc0XIvdH52IsnkP4zSWEuycixIFDyLgr4vg/ezJKphtJPaZrOY474lGDrcuaePtvBxbuH2XQqCzyy/3kDvLj9GrklBzdEcBETQ2xNWvY9b3vo+blYfSzOljNz8c3axaBCy9A9vnRB5UiTBOzpQWzsxNHVRWdzz1P/Y9+tN/jCSR2FZ6K06uTvWkuWdd/g8a//IPtxWdT0LAQbzgluCrfe5fQe+9R/6Mfg7XXltM1YQJ5t96Ca+yx9zJvY3OksEXUccBHRdQespxZ3HHyHZT4SshyZZHhyECSFJTdb5kruyOcs6Snt2d9YRMkLaSYiTGzEFM58E3+DyPLCKgKUzM86PKxfegKYQISyWQ73aH1rFhxVb95k8liNm4YSiiURTLZc1l7fn4+F1xwAcXFxf3sfXxidMRoeXQx7gm5+M6o7CGCElt30fzYBvyTNFynT0YiirF5DV1v7iLe3XfAY9dQFeeoQhxD81Azjp+l/8eav93xPl0tMXLL/PiCTrYuazqkcs66bgSaQ6V0ZBDlIyNVlmkhydJhHx1N7tqFmptL7Y03En7nXVwTJyASSWKrVg24DNeECUSX9r+YAaAufyobqr4CwPjlvyGjcyubKj7PzuLUKsnJi3+ON1xH3u230f7U03TtaqNm8PmYQqa+YCoVW/5Dacv7DH7ynzirUlP3wjBINjSgZGSgeAfuzsXG5njFFlHHAf2JqL64pPISvnXSt8hyZWEKwVfXVPNqSyoo6oyAlymtFu9vbWHpjnaS2U6S4w8uRMZNpbncMeT4Mdxubn6Tmto/09HR24fXvgihsnXLeFrbikn0YZQ+efJkzjvvvBN+uq8/rKY6Ov/2CmZIEIv2b2uWdXk5zhEFSEdpaup4JdwRp7M5QmFlatqpszmCJEuE2uKsfW8XO1a3MnRSHr5sF8mYwfI3azHiJqouYyT6Xjnr8mkMGp1N/mA/K96spaMxQvm4HM79xqgj0u+M9nZCc+fiPfNMZI+HRPUOtKIiWn//e1r/+MePXf7qkV+jOWccAIV171K16UkWnPxT4s5gOs/UD/4fwRGD6Fy9mfem/bJXGaPX/IGSPIOyZ54mvnkz2z57EQ35JxNzZFAY20zJ9V8h83MXYXV3o2RkIH2CwkHZfDqwRdRxwJ6LUNNUg8vr4oWtL/DY6sfoSvRvSC4hcXrJ6Xx3wnc5ZVkq3xsThzLGlzLA3tzYzYNvbeHlbc2ET8kFw8Ixtx51cg7hzAMboV5blM1PKgqP+cgUpEantlc/hK5nk5d7Hhs2/j+aml7Z7z6rVp5FZ2dvX14+n4/x48czfvz49ErITxqJNeuIvbOArpr+xZTsSOAY7Mc9oQznqOxPrLg83AhLIIAVc2pY+NzAvMwXVAQYfXoxZWOyj9pqwJZHHqH5tw+gZGYiOZ1pW6e+aMusostXSkHDIjYPuRhXoo3yrS+wYOrPSThS/yNqMsSE5b9h0eSeYZ6yW1YxZs3v2VY2m+qy8/ssf/p7tzLkT7+j5upraM+oZPm4m3tsn/LhT/FEUhEg8u++m8xLv/gxztzG5uhii6jjgP4uwoqmFVzx6hUH3N9QCxhdMJNbRpzJpPxJPbZ1RpL8adVOXvywluq61NJvAeijMsly6ewMqsiSxO9GDOLra6t7lZ2nq3gVhf+rKmFyxvE1/F5X/yzNzW/Q0jK33zwd7UPYsaOCeMLVpw3V2LFjmThxIkVFRcjHgWA8nLQ/9hrJXV043LXE27NImP0HPdayZZRML74zy3AM/mSKy8ONZQmaqrvYvLiR9sYILbXdRLv3cZApkfpn24eqUwrIzHOTX+4nI8+D23/kghKH5s9HHzwYLT8fo7WVLWec2bP+kowl67wz/dcA6PEOEo4MAIp3zmNn8QwAZDll6hRsW0dbcARZWRKtrXtP7Ix5N/H+1J8Sd2Qy7fMVONwakgxzH095ai/f9l9GFHTSsK6eJRN+2KuexTvfRjWiVJedT2bbeoZufpohP7yBzC99KZ1n54Y2Fr+0nbotneSW+Qnmu2mtCxPujHP6l4axdXkT4Y44ngwH/mwX42aV4HDbo1o2Rx5bRB0HDOQiNIYbufLVK6kLHzhob9AZ5Fen/YopBVPSaUIINjR08+PnVrOspmNvui6T49P5TFUBJ08o4MqNO/otd5Lfw3MnVaAeh8vpQ6FNdHYuZcPGO/rN09paxKaN0wAwDJ2PTvmNGDGCoqIivF4vI0eORFXVPko5QRGCtvseJdIxasC7ZF5ciWdy/575bXoTDSUItcVxB3Q8AQcPXf/W/neQoKA8QFFVJoVDMgjkuvBnH3jxwKHQ/uSTNPzkbgDieoAl439AQvcj5P77uSYbFJV7qd6yN+jzpJNdLP4gmv49as0fWDPq60gIvv7gDFQtNdr27tObWPXWTgBOf+dm5p92f5/HUMw4ptJzgcuI9Y9z6j/vRc3PZ/U9f+C9hgqEdHCjeFVT85l0wWD8WUemPW1swBZRxwWHchHiZpz3dr7HzfNu3m++B898kBklM3qkdUaT3PTPZby7uXfg32GDM3CPzWZNIk73AUKOTPC7+XJBFtMyvZQ6deTjYEooGt3Fwg9mIcSBVi3m0901lFhsEBs2CD4qqABmzZpFMBhkyJAhA3KaeryTWDCHphedqNJO8n/2eUTzJqLP/o1Eu5toeBQmOX3up2aruIYHcZ1UhF54fI1GHu9sW9HMq79fzfBTCmjdFUZ3Kuzc0L7ffVx+nXEzS0CCMWcUo6gyliFQtH0WGUQNulqjZBcfnLuSrrfeYt3zy9nW4qPdX3HA/JnuGCVjC1m1sC2ddsaFOWh5ubzxp9RK2sy29bQHh+P3mFzx67PS+SJdCf5y63sAVG5+hs2VXwBAViQu+6KGOnIcT9z5Ya/Ruj18cXozMcvBy/M1TPXQhdCUzwymsDKT/CEB5OPwBdDmxMYWUccBH/cinP7U6bTF2g6YT5M17jz5Ts4pOwe3lrKdWlzdxjNLalmwpZVdHdEe+T8/uRhfeQbPR0LUxw8cx2vZ1BEUOo/c9MRAWfjB2UQiKXuV8eOfZNmyLx1gD/D5bqC+rpzly/tf4XTSSSdRWlpKVVUVLteJ+XabmP88yqChKGX7BIwWAuJdNN39FAkx/IBlOAcrZF42AWEIlID+qTdSPxDCEj1cIbTuChENJbFMi9ZdYdrqQtRv7aSzKdpvGZIsMXxqPlnFXmKhJGve2UW0O0nV1HwQMOWzQ0jEDKJdCQoqM3qJhcUvb2fNO7vILvZSs/bA94o9FGfHGTR1CAte3JlOu+CacgZNKWPFmzUseHZvfNCCXMHF9/QMuP7SvfPZscPE11VNt78Mt9PiK786A01PjSo9c+9imnb07WH+FOciWowgm4xK3EqUymV/YlfhdFp2G7tPXXgnC6f+FAB3uB5/dw0N+VOo2PEiWwZd2Ku88pNyOO8bo9O/LUuQjBlEQ0n8WU5eeGAF3a0xpn6ugsLKDNa/X0duqZ/i4Zlpm0EhhG0/aNMDW0QdB3zci9Aea6c91o4pTJyKE5fm4n8W/w+vbO/f+Hp4cDg3nXQThZ5CKjIrSJoWc9Y18s1/LOuVN9/v5PQJBTyh7x3dcckyUavvkarzswPcN6yYHP3Y2CQseH8GsVgqMPPMM7diWQnWrv0eTc2vDriMeOxK1q3zEAqF+txeUVHB+PHjqaysRPuErCjqfuJvdK4vAyB32H9o2njxgPZzVei4p1agFXlRM078EbtjRc3aVt59evN+vawfDGPOLEZ3qqx4s6bfFYV9oSoWhpkSxkNKDMrPHMmcJzamt3/h1nHklgfZsbaVlx5cmU4fMkTh3Ft6hq55548fsnrp3v+h4cNVzvzOaenfr/1hNVuXNQNQam2hlsEIOSWwhnfOpyXhpznnJCYOizDm7MG0/+3vdDz/X1JerOCtGQ8BkNO8nJHrHifmzMQdbcaUNd4/+ack9Z4jdSdfVM6Ec8swDYv//M/StIDz57joau5bxCqazMyrhlO3qYPq1S0ECzwMm5pPe0OEzDw3Q8bnotj+2D612CLqOOBIXYT6UD1v1b7Flo4tPLvp2f3m9WgePlfxOV57bzjbm1I3sfIcD23hBB2R1CiUUewmz6XzldIczhqRhz/DwRvt3dyxeVe/5f5pZBkX5GYctnMaCKvXfIumpleQJJUzz0jd/GPxBhYunEVW8FQqKn7Ilq3/S/ngb9PS8jZbt/3PfsszjXKams7BMJJUV8f46NSfrusMGzaMsrIyKioqTthVfyIapuuxv+McX4njlDOJL15E879Twjmz6A1C9cNIWoP2W4bsMnBWZuGeUope4kPSZPvN/SBp3RVCUWXWzN9F044usoq9GAmTDQsbjsrxswImrZ2pe8CIYRLlZ4/pIZau+PlU/FkuWneFePKnH6bTx4x3Mf3rU3uUtfLlDbz34l47zsnTvEy6YnL693tPb2blW6kXntPO9CDfdS21E69kq2cSBXULaMkeQ1L3cepEg7FfPRtI+Zrqev11XCNH8sdfpkJj5SuNjJh7DwDBa64hsWMHobfeoiU4klVjvtmjTl+7/zRad4b4z//2fmE8VE7/8jBKhgcJtcXQXSo5pSnxZhqWLbA+4dgi6jjgaF2EuBnnpwt/yn+3/ne/+WL1F2FGytl2zzXEDZO3NzTxp3e3s2RHT1sOv1PlnJH5TKjI4uaO3vZV+3JhTgadhsG0DB/fKRtYTMFDJZFopbr6YQoLv4jXOyydbhhhFMWFJPW8qbW2vktj44skkq20ts4b0DGEdTXLlulEIr3fXt1uNyNGjGDQoEEMHTr0hLan+uj0hYiFaPn5X4knR+OQl+HwN9LdMR1B/7ZSzgonqC58Z5SiFXiQ9U9OvMOjTc3aVl58cCVTPzeErpYo1atamPaFSpprulE0mSEn5bLxg3pWvFl7yMcoHwTbdq8vOWmCk/KZI/n3r/Y65rzu19NxejRC7TGeuP39dPopMzM56Qsn9SirekUjLz+6NwrBGRfkMOKCvVNqy+fU8P6/U1OCs28cQ3GxwqYP6nn7vw14wvWEPQUAnHmKyfArz+pRthCCV867hZqSWZzmWUTVz35AcmctzqoqhGmyYdxJkExiSTKG6kn7sTrrqmF01LSy+O0WnNFmhmx7gbUjr+tRtkMx0J0K3eGP/wIwekYxngyd7GIfg0YdnN8+m+MfW0QdBxztiwBw6/xbebV64NNbT1/wNIpRzAsr6nh/a0vPFX5A/Jy+PWbvj+uKsrm9vACvenw9VCORahoa/sv26gf2m0/Tgvh9s4nFQnR0nMa2bTtpaurb8/WgQYM4++yzyc/PP+GDJotIO+b6hagnnQOygrVmLtbO1chylOjqOtqbD+znxznMh3N4Lo7BAdRcd7+jVbYNSm8G4gk9ETOY94+N5JcHGDGtgB1rW3nt92sGVP6o0RprVqdGn6fOymLwqRX88yd7nd3e8NAMZCUVV/CPN7+TTp/5+SKqZg3rUVbD9k7+fd9eAXbBNWUMmlKe/l29uoWXH0rZIV521xSCBR5qVjfx4kM963rm5DjDrz2vV13XVw3HklQCZ8+k+Lf399re+fLL1H3/BwCsHH0DrVmjGF4SYX1tyia0csuzlOx8m4TmYX3VVSQ0L8M3/h1vuA5Lkom6cglnDiJY5MVVWoxv7Ai2S5UkDIXh0wp4+28baK7p26arLxRNZtLsMqqmFuAJpF6uLEt8agzehSX48KXttOwMUTY6i5HTD/65cbxhi6jjgGMhoiA1MqXJGtVd1fg0Hw+vfHi/0357wtBkOjOxLIt3tjSwYlMuy2s6aJmRGl1S17aj7owwsSKIWeJlod53FPp9+f3IQWiSxI5ogisLs/AcJ6Kqo2MJsuxAlnW6ulbj8ZSzfsOPCYc39buPz3cpsehZ7NxZT3V1NYlE71WCDoeD0tJShgwZwqhRo/B4PJ8oodBx522EkrN7pClSPaYo6HsHSaCXeHFUBnFVZaGXpKZC2v+7hfDClJPIrCtH4Bphv8UfKqZh8fc7FxJqjx8w7/iJDpYtSeU787IhDDqpIL3KTrKSfPMP5wApgfvI9XMRu0d2Z19XSdmkkh5ltTeEewiwy24bQ7AsO/1bWILlb9bg8moMPyUVKeGj04QA13y/DHdlOR9lfVVqIYR35kxKHvpdn+fT8e9/0/Xyy2ysVtk09EtIWIjdQcxnqnMQbz5/wDbpC33IELT8fNbmnc+2tgwAKiflsnlx6kVqf3ZWTq/GOV8dybblzWz4oIEZlw9j6EfciQgh2PRhI91tMYZOyqO9IUJBRQDdeeK6Xln6WjUfPL8t/fvs60ZSOenIzkwcaWwRdRxwrERUX4z785mYSnP6t0fzEE6GD7hfJO9ewloRjvkNSPsYsVpeFa8kU1geoLPQRa11YFH1xfxMkpZAl2XOzfZzXk7GIZ3LkaSl5W1Wrvpqv9uHVv4/Esl2qqtzWLF8NZGIjGn2vXJRVVUKCwspLS2loKCAqqqqE3q0SjRuwlo3D3n0mRjvP4c66Ryk7gbMVW9Qv+Sz++SMAwOf6sz77ni0vBMzsPTxQLQ7QUdjhOVzati+sv/p92kXFLLgpZQd0/k3jKZ0ZBaP3jQPAMky+OYfzk7n/cM3XiUppa7hxd8fR0FlsEdZ4c44j/9wQfr3db+ZjvMATjCj3Qn+fMt76d9ZVgNf+sOX+8ybFlGnn07J7x/db7kb/z6HN9/bJzZpy2rOubQQ38yZbD5l2n733R+p6UI3ejKE8PhpzxhK2ayxuMtLIb+Y/74qkGSIhw2S8b7vf4oq8+W7p6R9WglL8PY/NrB+QU9P81lFHhxujbrNHTjcKsFCDx2NEYqGZuLPceHPciIrEuXjctBd6nH1ctZaF+Kpny1GWHslgCegc9W9045qIO/DzdF+fp+4EvpTgltX6N79f776qtUAbOvcxmef/+x+9gJX4x04JQ2pPEG86Ry+Nv7zPLloF23dEAG2rGyGleBQJMwSD98eXshKl2BuuPdKpKcb9tpePdWQWo59dVE2MdPixtJcBrscx9zhZ3b2GQyvupdweAuxWB1Nza+iqj4MIzW0v2nzPem8404CSVKRpetRlCZ27nSxdauMYRgAGIZBTU0NNTU16X1UVaW4uJghQ4ZQXFxMSUnJCeP8U8obipI3FADtM7ekEgvGoAw9m4KqNzFWf4DjzIuxVr9CYuMOWmpT038ynVj0b5Tf+H8pQ+Csq0fiqgr2m8+mb1w+HZdPJ6vIyztPbQIBGxf1NlZ35WQAKRHlcKs9DKPFR+wJNRIkdwthh7e3IHa4e/ZZxwBGUZweDQmxe/0dODMH4JtsAP8bnvwMYO/Um797B57JF6EGg8h+P1ZXKnxW5cL3UTMz6Xj+eZofeICShx5CcjjQCgqwwmG2XXAhZmcnsseDFQohCws9mVqBKIW7CIaX0PXEEvYE7ZqgOJCEwDtxHF1VZ1CdKKK2oedLkmlY/O3HC7n4lgkUDAnw/nNbewkogNZde19o4xGD+i2puKlblvY0I3jrrxtwB3RGn16E7lLxZ7nY8EEDQgiCBR7GziyhqyXK1mVNZJf4KD8pJx1AO9QeQ9UVnJ7Du+p4y9ImhCUoGRFk9jfH8Odb3iPcmaBxRxf5dpSEAXNiPAU+xRQFMtjQ1vPGWh4oZ/VVq+mIdbC4cTFVwSoW1S/ig/oPeL36dQAkTCRhggTOvFf5265XoRh8wDD32SxdNRZh+JBMBbU6xMPVqSkxpcKHOeTA6v3xXak35yd3i6oZmT6uKMpiRqYPlyIfE0efhYV7bX/22O40Nb3Gho13kkz29MUjhIEpfodpQW5e6gNgGAX4fMOIx0eybq1Oc3PL7nSD6upqqqur02XsMVQfMmQIGRkZOJ3OI36Ohxtl1CyUUbMAkPNGoFVtg9+lVnfmXxLC3LmOlkVDMMkFIE//OklRTnvy2whSdiytj+81VNYLNLRB2Wj5Hlwjgshe/YR+qz0a6C6VWVePoK0u3KeIcrj23qZ7hU75iIhSRTK9WHXf/dLbtZ5iYSDXRpIlHEqS2O6RW4ez/9VteT+6ndbH/kzuD75/wHK9BZnsK6IC40ehD0qtNvWedhpdL72UqnNmKih1xkUXkXHRRT3KkF0uyp59FiscxjG0ksTWrVixONWf/3yv42nFxSR37kQ1U1Oj0Q8/RPvwQ4qc2dSenPIc70y0UzYmlw0bUjZoC57dzKQLBrNizt4XqhmXD2PePzb2Kv9ARDoTLHphe6/0bcubWfJKdY80RZMZMa2QYIGb+f9K3ZvHnFnMlM+UoztVunevOuzrGg8EYaWmJgGGTs5DUWVKhgfZuqyJHatbbRF1ENgi6jjn5vE389153+XSYZf22pbhzOCsQakVMiW+Ej4/9PP87+n/C8DoJ0b3yr+HjZE38Fa8kf4djF9MvH08jd0htC0CbcvumH4SoMkESnyMzveRXejjqa6+gzDPa+9mXvveG+KeMGXjfG4eHTmIQod2VIMn7xk2z809l9zcc4lEdqBpflpa5hGL7WJHzR8xzd4+p1S1nmi0HphH1XCoGg6bNk6lubkMWTYpKBhCbW3K0eGOHTvYsWMHc+bMAVK2Vbm5uVRWVlJSUkJ2djY+38F5sD7WKEWDyah4BUmVkSd9E3kSZJm/onvZRvwFS9Fa69CoQ5c30hD/E9DzoZyoT5LYHVy34/m96VqBB++0QtSgEy3fg2zHUevFR0eJ9qA597ax07v/dpPMJLvNi9AP8QHbF07dIrbbnMjh6b/c4JVXknnFFQOatvIUZoOoTgtBV8FeG7v8O+8AWSLjc587YDl68V5jaEdFBaIPu0f/7NkU/vJeNp95JmZzz6lTd6yFyYt/jmwZuKNNWAtV4tNvZLs8lMbtXaya23NlZZmrnumz84iEBcvmN7HHIOaKn08l3B7nzSfWM25mCcNOzk8b+g8/pYDuthgN27sw+plC3BczabF63s4eaave2pkO27MHb9DBhHPLcHo0mnZ00dkcRdVkckp9GAmTSFeSYIGbcGcCh1vFm5l60dv0YQNdzVE0p8KQk1IvSGWjs9i6rIk17+xi8oWDj6upx+MZ2yaqD44nmyhIjaoAB9WplzUuY86OOfx9/d8BuLjyYv6z+T8D2tcyPFiJHIThI944G2Fk7K2LU0GoEjdNH8ImN3RrUB832BSJ9V/gbi7KzWCsz02lx4lTljg189gJjHB4Gy2tb5ERGM+mzb+gq2t5epuiuDHN/TlY9BAOa3S0n0ZnZy6hEMTjfRsIq6pKQUEBxcXFZGZmUlxcTDAYPLFGreIhqPkABk+HVU9B3XKYeReJR64m0eakw7gRAF1ai1d/nYRRTtg8B0H/XuTVgIRlKrjH5eGsykTL86D4jr13/WPNmnd2oekyTTu6WfX2TiaeX0ZxVSbP/ybVP69/aAaKIveIAXjjo3sDGT91+5u0tKdEyTcfOaPPe0Z/++6P/9z+KvXtqenBk0ZLnHLjGQd/ch9BWBZ//OoLJPXUPfaMqSYjrjrrAHsNjOiatViRMCIep+v118m79VYUvx9hmkSWLkVSFOp/fAeSw0HBz3/e58jVB1P+HxFXbyPrM+fd2PM8Zl9GrCNK4WAvjooK3JMnoWZno/j9dDRGsExBsHCv7eA7/9rI6vl7fflVTsyldn07wUIPn/3uSTRVd7FlaRMr5x66W4yBMuLUQs74ShXQMyxQ2Zhszr9h9AkppGybKJteHEpHHp83nvF547ms6jK8upegM8g3xnwDU5gs2LWAny/6eb/7ymoYWU3N9Wv+1el0YSkk26cRbzqPh1/dAHICLAdlWW5uGVuAlO/mfTPBzniC6mjvt8Hnmzp4vqkj/duryIzyuhjqcXJxXiZD3A6ytaNjfOnxlOPxpFYXTZqYWgHZ1rYAgSAreCpNza+zevU3+9k7jMcDHs8LFBWDw1FIPN6Iqk7BMofQ0pLLtm1dRKMxDMOgtraW2tqeN8SsrCxKSkoYNGgQWVlZ+P1+AoHA8XnTcnihMjXlx/grUx9A/97zaPEw4g8PoeqduL50A3i/irtlI76FTxFe0oBElE7jWj56qzE6BWAQem8XofdSDxQt34nsdiB7NNwn5aIX+5AcMrLj03ObGnVaalSlYkIeQybkkj/YnzZ+drjVtJ3MHvaN3wegZGRAe2q0+HD2JZdbht2mkU7/4fGzJskyDitKktSDzpXpPizlArhGjUz/7Z0+fe8xFQXP5JRz0fIXX9idKOGeOJHIkiVITifZ119Py8MP4w439hBRwda1lNW83vs8Xv4XLqB9Qa9NqIUFOCorSQ6pwDlsKI6hQymsyEyLqC/cPpGcUl+Pa5VfHiC/PICiytRt7uDcr4/C5dfZurSJt/+xgWTMpGx0FoPH5rDmnV1plw6BXBdZhV4cbpXtK1uIhfsPDeYO6PizXEw4b6+zXrdfZ/DYbLavbKF6VQsP3/A2gRwXo2cU48tykogZuHw62cXetDsIG3skqk+Ot5GoI0EkGUEgaIu18fNFP2ewfzBPbXyKpHXgmHz7IoREvOk8km3T2DO1c1JpBpquEFMkvjCmgFu6Bh4bDOCMoI+YZfGF/CBVbifthsmUgOeY+K+aN39sj2m/woIvUt/wH4QwBrS/230SiCm0txfR3BympqYB0+x7OH/PdGBGRgYlJSXk5ORQWlp64q4MtCyQZcSa5xD//g7diYtwKouQXF46uy8mbo0ZcFFqto6a5cE1KhvZraKX+FH8n56Rq0hXAlWX08vpH/vBu8RCSYZOzuOsa/cKhqd/sTj9UO1vlOlQRqLe+s1brN/tSeSM2VmMuHDsoZxGL/51zRO0OVJuGC6+PJuC6QPvE0cCYRhIqkp09Rpe/9Ez7CpKhc3REl1Mf/92ADK+dCkdTz7Va1998GAS23vbPPU6BtA87Bxy82S0ravwnDadwIUXogQCSLqOmp2NvJ9YoMmEibo78oBlWnS1xNAcCm7/XvtDIQTbV7ZgGhaDRmaxeUkjO9a0UruhnQu+OYaiYZl9100IFjyzJe21fn8UDctg18YOsku8lI7MwuFWiXYlGDw2h/xyf2qaU6KX8D/S2C4OjgM+DSKqP3783o95YesL5LhyCCVDRI3+g7D2hWV4wNIRQsWMDkIksggNvhgrK/WWOcPhYl784Mrcww0lOeiyzBifi2EeJ4YQlLscR9TWqqHxRdauvRmAosLLqKr6GfF4I/X1/yEaraGu/mkAVDWAYXSiacFeRuwfRVH8gJudO6vYvi0P09SRZRmrn9iHAGVlZeTn55OXl0d2djbBYBC3u3+nmMc7YucyEq//C9XVTWSTRGes7yXzB0LLU1G8CmZEQSv04RyagZrjRg06kTQFSTkx2+dAtNaF2LSokfHnDuphXHykRNT7v3+X5ctTL1jnX13O4JPLDrHmPXn2q4/TqJYCcPl3hpAxfP9hjI4mr19xH1s8kwDwhOuYsjg1el/27LPUfv3rZH31qzT96lfp/KVPPIHR1EjdLbei5uYSvOoqmv5nbwgrNTcXo6Ul9XIxANTCArS8fPwXzMYzdSpmZydqTm4PG7CDQVgCS4gDippQe5wnbu9jWO0Q8QYdjJtZSsnwYI9pzSOFLaKOAz7NIgp6e6W2hIUsybyz8x1unHvjfvbsG0PNJxS8DnfXC1DnQ5hukr5SokNTdhWnobNNsyh1O/hcfia3bNx5gBJ74pIlzszyMzsng/OzA0gSOA6TsBLCorHxRQKB8bhcPR0XWlaCXbv+RVbWDNzuvTf/aLSW9vaFNDS+iLCSdHatRIje05v74nSWoKrFGMlsWlqqaG62aGpqIbGfQLUul4ucnBxycnLw+/1pe6tAIIB8FI34DwdtP7qLiDWLHP376DkqRnM7lmMQhpFNe/QbAEhEUaQmDDHAB60swEr1YzXLiaQr6GV+fNOLUfw60icwhlrDtk5e+/1qTrmkopezyD08dMNbqeEQBi6ilvxpPouWpEZQL7n1JPLL+x7JOFie+8YT1Emp/6uv3jsRR+bxc7997/uPsDKc8vie0bGZ8SvuB2D4hvXpPMm6OrbMOgvZ66Xy7beQPR6SjU2ouTmQTLJhTGrEbujiD1F8PhK1tWy/5PNp9w0HjSyDZaHm5KCVlOCsqsJRNQw1KwvZ40ErKEDNz0f+mKGt5v1zI43bO5Flic7mKJfdNYWty5pYPW9XOiB35cRcXD4dT6aDbcubSUQN2hv2H6x70OgsJpxbRsGQvav/LEvQuiuEw6Wy/I0aoqEEsizh8Gj4spyMmFZI/ZYO8gYHMBImXa0xfEEH3gwnsto7UoAtoo4DPu0ian90xDpoj7eT48phc8dmljQsYULeBH677Lcsa/p4AUTNSCnu6EzG5A9mRE4l5TkB/i/azebY/gVIXwx26WRpKpfkB5mdHSDXcexWgyWTHSSTHSz8YGY6TZIUhDjwKh0AVZ2JIkNr6zDa2oLU1tbud9RK0zRycnLIysoiOzub7OxsCgoKCAQCx+3UoKhfj6hZjjz5Mtj3phhqgtXPIhQdKdIK7iDseB+ro4PoLjdYcYSlEzbPJCmGASYfXTG4PzyT81EyHTgGB5B0BTXL+Ym3wapd18Zbf1vPjMurBhw7bsP87cz9V2qq6vJ7TiYj9/DYLz13/RPUkRJR/RnCHyuW3/s33t+RGvXJaV7O6LV/AnqKKAArkUAkEije3v6zYps2gWHgHDEindby6KM03/9bAHJ/+EMCF17AlrPPQXa5GPLyS7T98590PPU0RmPjYT0f75lnkn3DDTirhiFME3n34haRTCJpfd8fjYSJkbTSPqqMpMnad+uomJDbp13U8jdqWD1vJ7OuGUFGnpvtK5tZPW9nD39aAJ+9eRzFVUHCnXFefXQ1jdsPUVQCWUVeVF2mdEQQIUBoCaaeP9wWUccSW0QdOkIIokaUDW0beGD5A8wonsHmjs28sPWFj1WuOzadiTlnEsjw8J5eTIuAn1cUoCoqrUmDv9W1sDZ04BWCZ2X5kYChHidfLc4hS1PRjpIfI9OMYFlJNC31Fla94/ds3ZqaDsgKnkY4sp1YbCcpBxH7H/LX9VzAiywPpa01nw0bNBwOnc7OcL82V5AKxpyTk0NmZiY5OTkEg0Hy8/NxOp04nc7j6iE2IIRIfbbORWycg6TrxN7/EEl0gSeH5rZbAfCrf0eVamlL3j6gYmWXgqMytWrQOTQTNceFpCvH3OeVGU4iKRLyUQ41sn1VC688nIqpd93/Tj+gq4WB8vwNf2WXKAYGPip2tNj4pxd4c0lKGBXWvUfVpn+R9dXryP3BDz5WuW1//SuNv7gXgKEfLkLx+0nu2gWahpabuzff3/9BbPVq8u74MaG33sI9dSpbTjs9vb3w1/9LdOVK2v/6t72FaxokD86udQ/OESMIXnst+qBS1Nw8tLzcA+80QEzTorMxyr/u2Rty6PJ7Tua//7d8QKGPDoZoIswtf/mMLaKOJXtE1M8+dzZZuXmE21M2LhMvvJhgUTEOl5uCoVV4M7NOvIfOMSRhJpj6z6kkrIMfWdofbopwajr5wdMZU3wW2U4ZU8vh/c4wb7YO7A0nW1PRZYlTM70McjoY73cz3OsiW1OPmDd2IQSNjS/g9Q7H6x2aTrcsg2SyjYUfzDyAq4XeqKofp3MkwsonFvPQ3a2yvVqmrTVB2gtjPzidTrKzs9E0jUAgwODBg9OjWQ6H48Tp6+EW0NygOmHxn6BpLZRNh65dxD94j46WC1GlGgRuFKmJqHkqFh4k4ggGZrOhD/bjHBpEzXSg5XtSAsuhoHwMr9JW1EDSZGIb20g2RPBMyaf7rVokXcE/q5Tw0kY6/rsVJMj4zBC8UwqIbWmn640dKD4d77RC9MF7V3hakSRGRxxZV1AyHUgfw8C3elULL+8WUTc8fMZhC9D7/Df/yi7r+BRRtS/M44VXUi8zlfJGZv7ycmSf72P/H0RXrKD6S5eh5GRT+c47B1XerltupevFF5HdboYtSwWSTtbX0/S/vyZ4zTU4RwwnvmULbX95nM7nnvtY9QRAlpE0De9p05E0DTU3D9eE8ajBYGpKsbAQ6SAiN8z750bWvpNamZhT6qO5phuHR+Xi70/Ak+kg2p0gkO1CAJ1NkXScx4qJueSW+tm+qplJ5w8m1BHjrb9uAGDMGcWsenuvCYjsTPLN355ri6hjyb4iytnPMOe+OH1+sotLiYVDlIwczUnnXoiiaji9XnRn/6ssPo0krSQyMqtaVtEYaeTv6/7O1MKp3DjuRixhIe1+0DeEG1jXto4/rnyMtW2rD1Bq3+hkEJfCmGoxubmXUJpRyZqEn/r4wFbW7eHkgIfpmT7WhaO0J03OzwkwKeBhpMd1RMPdJJMdrF33A/LzLiQ7exbvL5yRNlr3eIZimmFisV0HKKUnkpSDQ59GPO6ku1unttaipWVg5xAIBHC73TgcDkaNGoXL5SIYDJKVlYWunyAr5ZIx2PASFJ4EDasgYxBi3WsQbkGS4pgNNURrPQhcdBsXY5Fx0IdQgxpaSQDFq6NkOFGznKg5LtSgC6SUB3ArYWI0RRCmQAnomB1xmv+4Gsy+b8dqjhOzPYow9lwrQeYlQ2l/fnNqBnMPskThnScTXtpI58vb0rZPe/CdWYJ/5qC0wb0ZThJZ2ojkUHAOyUDJcPRpK9ZWH+Zfd6ceaIdT7Lz1gz+zPlR22Ms9HLQtWsW//pJyzDnSu40Z/9t/bM6DJbJ0KY7KSpSDfMgb7e20PPIIGZdcgnPYsH7zCcNg4/gJiESC0scfp+n/fkNsZUoE64MGUfbUk3S99hrhDxYRWbqklwPSg0EOBHCNHo0wDRLbq3GUl+OdMQM1Nxc1Nwd98OC013mAlx9eRfWqvcc7+6sjqZzYd9DjjYsaWL+gjjOuqCKQ03MK2UiYhDriZOS62baimVd/v5oZXx5G4SgPwWCmLaKOJQcrogZC4bAR+IJZjD37fGRFxZsZRFFVnD4/6mE6xieVpkgT1Z3VGMKgPdbOQysepjse5vSic2gKdSAZ2WzsXE6rNXCxJSSdpF5GKPMqTL20xzaFns+lAzE54MGvKjhkiakZXk7J8FLlcSJxeH31AHR1rcLtHoyq7nVU2tz8JrU7H2dQ6dcxzQgtLW+RSDQjSSqRaDWRyLb9lJhCknRUNYhEPq1tAaIRN5BNfb1CV9eBW8PpdOLz+fD7/Wnj9szMTHw+HxkZGXi93hPH2D3aAQjE4icg1Ex4SR0SCYS3jK6mSVhk4ZBXkbRKsDg8BtYDRZHq0aRqYtbUfVJ72oG5R/mJrOsES0Ii3Gt0zVnpI+vKMXS8uJXwh73DzOyL/6xBaEVenBUZbFvVgjvgoGBIAGFaCFMg6x/Pxi5W38Tc2/7JkJNLqLrhko9V1uEmXruTP/085ddhXF490+6+/BjX6OAwmpsRloWWlxIotTfdROjNuZS/+AKOysp0PisaJVlXh6RpNN6XMi8IzZ3boywlGMRs+8iqY0mCg5QPmVdcwc6hs1k0tzWddvV903C75ZSneU1DPsQXMtO0UBTZNiw/HthzEWq2bCa/qBhZVUnGY5jJJCvnvIovK5s3fv/AYT2mw+MhHg4zYvoZZA8ajOZwkpGbR+Gw4eiuw+eE7pNMzIghhKC2o4tVdfUs2LmED9ueJ2ZESchNB9zfUAsACdWoQ0g6CedIunK+1yOPXzbosg7OHmW8302Vx4kqSeiyRIXbyXCPkwl+D4p0+IXWvggh2LLlXmpqHwNA07LIyJgAyHR3rSIWr9vv/pKkIMtZmGYTpjmGZNJPR3sMWS6js0uhvc0kHndyoKlCWZbJyMjANE1yc3PT/rA8Hg/BYBC/34/bfZz2c8sCBMgKdNRCe3XKAemupYjm7UQWbcTpqSbWNYhu8xIc8kokDJJiMBIRTJFDUlQclqq49fk4srtpr7sgnZbl+V+6I+eRECN75NWl1eQ47sAUQbqML6PQQbf5GcCBY4if+NaBG/PqJV6yvzYGDIv257YQXd8GRk+7PSXoRM1woGQ6UbOdIEkk68OImIGa48Y1JjvlQPUEiaVoRaM88t2FAEwZ1MjE2y87xjX6eFjRKGZXV1pU9YfZ3c2mSZN7pBXcey9dL71EeMFe1wfDViyne+5c1GCQ2MaNRJYsIfTmXvHlGj+eZEM9Rl3PwM2twRGsHLM7yoFqccbGX5Gs7dsvlee06bgnTsLq6kQOBHBUViLJMmp+PlphEYq39/S7LaKOAwZyEUzDYPuKpbTX7WTihRenH4RdLc08+f9uJdTWihB7bzK+7By6W5oBcPn8RLsHfgOTFRWHx8Og0ePYsGA+3qxsTv7cFxk98xxkOfUmaCSTIATqiTKtcgxo6AqxbFct86oXs759Bd3JDlpZvN994q6T0kLK1fUq3o5/YsoBYt7TkUSCmOdUXJKJz5FBvRVEwWJ3+OcB18spS8zM8rOiK8JYn5vhXidlLgcFDo1JAQ+61HsZ7+FACEFd/dN0da4gJ/ccQt0biMZqqat7EgBF8fYZX7A/ZNmHqowjnvATizpoa5cIdbtpaRFY1sDqn5OTg3f3Kqfi4mI8Hg8+nw+fz4fX68Xj8eD4mMu3DztCpN7KW7fCyidh7JcgEYYd74PmhI5ajKVz6Oo4A13ehESSiDWDuDUwh5VuZQ4RMxUOxV+0HOeYEppezU5vz7uoE3Xdo5g7NtAQ/0s6PSPnZbzfuxca18KC+yE4hK536uiKfrFH+S55PgInuryZkHEeFn2v2AucVURkbQfJunCf2w8GrdBD8IvD0PKPvN+gj8OrZ3+HzsAQZs7OIOfqK491dY4adbfdTmTJElxjRhPbuInBTz+F7PGQqK2l7ge3kP3NG/Cefnqv/aov/wrRpUspfuRhfGekXNiE33+fmmuvw1FZSXzzZkKeQj6c9GMAPKFdTFnyi49VV9njQfb7Merr8Z5xBvHcXCrvudsWUceSI6Vk942B17xjO03V23jt4f87bOXvi6KqVE2bkRZfxSNGEW5vI5Cbj3ycLnM/FljC4s1tH5Ch5dMdkVlZv5MtHduJx7xs6lxJu+vfJJxj0BI7kIwIZrQYWW9H1jr6LVMgY6r5mFoRIIFejMuRgyV76FbLsKw4Qs0iycCncUucOlHToiVpMMipc35OgEKHTrFTY4jbSYXbgXwYhJYQFuvW/QBJ1hledS+JRBPbtj9AXd2TqKoPIcyDNnbviQRMwjSChCMGkYiPnbUqsZiGEAPrl5qm4fF40qKqr2+3243T6cTj8Rw/04h1yyFQkhJYiRDx//6BUHUBcauqX+ECEChdSWdNSnBljtqAc/rJ1D/Skd5e9J1spNxKRKiRuntXIUiJ0OxpNTgv7DkFlXjp9zS9t3e5fbZ2O073DsgZBiVT4MM/YBgBTJGLKYK0JX+YzispJsJMXSO/+jiatJ2wOZuYNQFQcMhLiFsTe9XfKS8GXScW61s0Ft5zSuqe+Nhqkg1hhGGheDRkt0ayIYzid2B2xnGOyEIkTdyjc1BzXYiEhaTLqFkuZKeKMCzkwxh0GWDT9OmYzS0Mee1V9LKyw1r28c5H/QUOBLO7m8TWrTjHju1z363nzyZc08i7p6amDTPaN3J67jo8p52Ge8IE1Oxsmv7313S9/jrOykoiS5b0eRzZ68UK9f2CFzJNJm/ZbIuoY8mxcHGw4f13iHZ1MuyU04iFQqi6zrp33mLBU3878M4fg8yCImZ/+xZU3UFbXS1Fw0bg8vlJxKKAhON4nWI5SsSSBi+sXUN1WxvDgmWE4yo7WsOsb9nGhvAcIq63sOIFCNOJ4qpFGD7AQtY79luuQCPmPY1Q5hWoiW1oiW0YWhFC0rHUXEDBUg4uQLNLlsnUFIZ5nPhVBZcsk6urlLkcFDl13LtjFWqSdFAG8UIIEokmdD2XRKKZeLwRv380TU2vk0y2s3nLzzHNCIHAeLKzZhKL19HdtZqu7lUHVf89SFI+yUQe4CGeCBCLCjo6PHR0aMTjYJoDF5+SJOH1evF6vfh8PjweT3p0a8/fez4ul+voC65wK7RtRdR8iFG7i8YV5xMmRlxqIkMUs1qpwcpvYeSucdTJ7SxwrwVVY3JXOZVWAWuVWtYG6wlHIhQUFDB1u0LArCCJQd34WtrdQYQQeDweMjMzqXBG6Hxi7wh5/iUhlInn9nzgde6Ezp2IXSuIvfIMitRFU+I3PaqdVTUfV7EJ7/VM3xl7CQCXvIBM7QGSohRdWo8kQcQ8jfbktxH0DL7tmVpAeGHPKZ+Pg5LhQMtzI/t0ZIeC0RLFWRVE9mhIsoSjPICVMJFdGrJj/8Ld7OjAaGvHUT74sNXv00yiuprtl3+FN0ffA0Bm+wYuvmtGDz9a+7Jh3EmIWIzARRehBAK0PfEEjuHDKX/uP6yvGg6Ac+RIzK6u9JSgevHnGHrvvbaIOpYcb36ikrEY6959iyETT8abGQSgYcsmnr7nRyTjMQaPm0DZuAl0NTex9OXncXp9xELdh70esqLi8vs595vfxYjHqdu8gfJxE/EEg2TkFfS4ER/KW8yJSNK0aI8kaOqKU90aprk7TmNXnF0dXezsbKWx06A52oKltAMSkhxH0jpQXDtQ3NuQ1FQIHOmjy6gAS/YQ9Z2DYjQjWSHi7skY+hBAIBvNIHuRFRcJJRchHdwbeLFTwy0rqLu9u5+c4SGoqfhUhbE+N1laamIyX9dwHmBpvGGEkWUdWd4rblLCqxlV9dLS8jZ1dU/R1r4Aj6cSv38c0Ug1HZ37n0rtD03LBRyAG2G5ME2dpCFjGmEiEQ8tLRAKZWIYDpJJx27RdeC+KEkSbre735Ett9uNz+dL+9RyOp2HRXSZpkk0GuX1V15CWr2ejTLEJYmg5aZNTo365VkB2qQQSSll5C8JiSlGBR9om3u2jZD4XOJk3tbW0iz3NhlQVZXTIlWUW3k0Sh286Fja4/wzMzNpa2tDVVVGjxpFVnQrw4aPJPlkoocRfdGXm5HGXJz6IQTsWgp5I9l5Z2rkwJO9hszPVkDdCqg8K+V24r83QqgBU/gwRQHdxiVErWk96udRXsIUQWLWKQNsvSQcxIhuX2gFHlAk9GIfRlsMNejEPTYHx+BAj3xW3MRojYIlUHPdYIrDPvL1aSA0fz5/+3sES3FQ1PQBn332NqR+/o9iGzbQ8cyz5Nz8HWSHg/Znn8U3cxZaXi4d//43bX//ByUPP4Ts89Px5L8IfPazRBwO2ybqWHO8iahDYcHT/2Dr4oWccc03CLW2kFFQSPWKZbz/zD+Oel0CefkkYzHyK4ZSXDUSh9uDw+Nl2NRTEZZF/ZZN5A+p/MROM5qWoLk7TlN3jPrOGI1dqe+Gzhh1nWEaOqM0RHeSFBFkJYTsqkGSEwhLR3FXI6vdWMkAstYJCCQlhqTsjT9oyV5MrRDJDGGpQUwlC0vNQUgOLMVP0jEUS83uv4L7QZMkMjSF5oTBeL+buGXhU1JCK1tX8aoKIz1ORnhdtCYNsjR1wIGiDSOMojjp7FzO9urf0db2LgBebxXxeBNudznCShzyiNa+SJIXSfJjWT4sK0osOhTTbKerO0g0ItHdrWKaKsmkA8NwMFDR5XK5iEQiDBo0CJ/PR1dXF4MHD8blcuHxeHC73T2+JUnCNE0aGxtZvXo11dXVNB6EZ2qP200wK4vafQxxR40axebNm4nHU04LHUIjLiVxOBxMnjwZwzBoaGigra2Nzs5OZCFxdnIsr+krBnzcShROjZ2GQLBKf56tGSV0dvV8UcvPz8ddvw6nlYMrow3H6PMACAaDeDweMjIy8LtUPNteg/UvYmxcTkPiz+n9dWkDORX/QQqWEVu2jpbkT9Ck7eToP0KWoljCQ9waiVNeAux56JrErJMxRSYOecVuUSbRZfS2X9KkzSRFZa/0/lAyHPjOKME1Mov2f28mtr6fmJgSIEAr9iLJEomabvQyP1quGyQQSQvZo6Hle9AKvUiqhBJITVFiCUTCQiv2ggCRMI8Lp65Hkvj27bx/9V20BkcwipVUPfevw1q+bVh+HPBJEFEHonrFUuLRCJ5AJu899TfGzDwHp8/Hc7+8+1hXDU9GJuGOdgJ5+XQ2ppZgDz5pIvlDhhLuaCO3rByXP0BrbQ2a04k/Jxfd6cKXlU2wqAQzmTzhDOyFEHREktR1RlPiqiPKro4YtW0RumJJOqNJmrvjNHfHMSwBGEhqBEkJIanh1LcSRtbbkLV2kEwktRtJDSEpEYTiQbJCGPogJCuCpWRg6IOxlCCmmotiNGGqWQjZTdI56pDPQwI8ioRXUfCpCiVOnUKHjlOREAIyNIVsXaPIoeGUZXJ0lSKnjoqBJmJpb+77tksy2Y7AQkIGLMKR7SAsDKOLZLITw+wmGtlBd/caZNlBd2gdphlGkjQs68Be7Ps8D8mPECZCeDBNJ4bhIBzOpbvLiWEkiUScRCKpe4NhOBBCQlUTuwXY4cPna0ZR3XS0e3A6u8kYvAPhdtC+uohEwo2sJqgd24IqRSkL5RLdsHcKWBvqYH1OGzsiEVoSIUZ6A5y5s4qmXT1XquaU5uAv8JOZnUm4Lsz65amwJqqqYhh7fapNSJazRq0hLh2cn7X+OG3CcMoWeNFJtaOm30HjBT8jIbtwNCyBxX/HTRd85gE0fw5avA3ftpdQTr4eh9GJnAiBsGDNv1NTkAVjU0b0uofYyi0IHGjyNhLWUFzyB0iShSky6ExeiyZvxhDFmCKIS/6ADuMbCFKmCz3cQkigFXpJ7hr4AouPjSKhZruQJAnJqYAlkJwqWo4LJdOJJIEZSiKpMmquOxWqyK2ClRJhe5y27gmfJHtUFJ8Ogl4+wMJLGgkvbiDZGME5NAPvyQU4yjOO6OmJRCIdU9A1YQJl//j7YS3fFlHHAZ8GEdUf4Y522nbVUjx8VHqIdc/UXKSrk/ef+Sc1q5cz/NQzCLW3IskK2cWlrF8wn7qN6wDILhlES+2OY1J/SZJTqyIlCU13kIzHyC4ZhKLp5A+pwJeVgxCC1p01+LJzUDWd4dNnoKgqkc5OdJcbh9uN5nAgKyqyqqRXQB4PWJZITR92x1OfrhhNu8VVU3eM5u44raEELaE4XbE9DzsLSYmkBJWamuKR5Diy3pIa0ZKSSEoYSQ0jq2GEUwY5imy2Y6oFJFwnEXeNRzHbkY1mTC0fEJhqIULSsLT9L5k+GEodMh4lJawCmoZPVQioCn5VIUdX0SQJn6qQpcLiunc5OX88+e5sVFkioCookoRlJZAkDUmSaO9YTDxWj9tTjmmEaO9YTGPjC4CMIjvQ9Swi0ZrdfrUUDOPQY3jtwTACqGonpumlu6sMl3sHDkc3dXVDCXVn4XZ3Eg5n0t2djT/QSDQSIB53M2LEfAQgLAXdEaaluQxfyU66hI/ktnyaCj380fU1TBS+YjxB5iqF98dV8YGyd0rsxsgDsCyfZHmIpwsuokMK9qhbhbGSs1atQ3S7kJUkiyYFWerYG9PRZXWQZ6zDIQl0GbztccpDAt+OnqNOwdGF1OXohCICd4eF3hnHLMgmtm4H3niUmKZTWTmIREsbHpcbI2mwa1dvx7ABofKZ+ClsVOr4UNsy4DaWJAmHw5Ee8XM4HGiahsPhwO12I6rfwy3FcWfmo9QuJHDqV3FkFuDctRDXvDtx5VchhZtAkqHsVIyVbyJhItBQaCFmTaTLuLxP1xR5+o20Jm/FEt4eCwK8yn+JW1W7YziCW3mLiHnm7vrGUR3tJGO57B1FOzaouW4kVUIYFkZTtNd2z+R8nMODacevjqGZiLiZctAqSamRMuXjjZSlbZ0++1kK7/vlxyrro9gi6jjg0yyiDiehtlbcgYz0NJ1lmTz7szupXdt7embUGWfR2dRI1bSUYb2RiFO7djU716/Z7zG8Wdk43R66W1uIRz7+0usDkV1alh71cnp9bFnyAcNOPpVgUQmSJKG7XLh8AVx+P6aRRNMdqLoD3e1GlhV0l+uoTVsmDIu2cEpQtYYTtIXjtHQnaA6lRFdrOEFrKE5LKE5nNEksua/fHwvkGLLWhaw3I2ttIFkI042kdaI46hBCQVJDCNWJpKqoohmhGpiKnppKVHOwFB+mWoilZGDJbiSRREg6QvZgqUEs2QPS4XE2KyHIVgFJShvVBzSNDE3Dr6r4VYVSp45HkVElCY8iE1BTI2Y+VUGXJbyySSJajWnF6OxYgmXF6exaiYSEorhpbHoJIUw0LZj2Hn+4aKAAP508w5dooJAZvMkfuImY5OIr4s+8yoW0SjkAaCLBdTzKo9K3e5ShiCR3dP+UB33fpk3Kxi1CBGkjhDctqMaay5m5fDkfnlTOe8qMAdXt9JYFDF/bhIVgzZgiPsw4CUMa2GivakXwWfV4RBhMB/nRMJmNJmVNdShCUGBmUK90AODxePDn+KmvrseUZIQEsiXSNoOHe5JLURSys7NpaW7C71JJJg0mjx9LSXwDWYs30GVcl84rECjKa3iGbMZZ8zaQskFLWKMQKLiUxQgBFpnItO82pj8FUHEr76TKEBpdxqV0m18CwKf8E5fyAR3Jr6HK9WSoj5GwykmIYXQZVwMGmlaHosVRnZ2E2vaufnTn7iQRzsII746KIQlkB0iahBWTEMmBPdodQwIofgfx6k7Mg4hj5xyRhRVNorg1lKxUHcz2GMn6MO4JeUhq6mopfgeKX98b4Nup0vnyy3S/MYfcH3wfvaRkbxtbAkyRGkk7RGwRdRxgi6gjTzKRsgeoXr2crKJSgoVF/ea1LBMzkURzOjENg7qN62jdtZORp5+J5tgdiVyIlJAKh3D5A8TDYUJtrTTv2AaSRLijHWGZxMJh6jdtoK1uZ7/HO9JoThcOtxvLNHH5/CiahqKqSJKMOxDAMk0y8gvRXS6MRAKHy40nGER3unF6vAjLRHU40BxOVN2B5kwJNc3hQNX0fo00D0QsadIWTtAWTqQFVlN3nNZQnLZwktZwHNMSdEVT04sd0SRd0STWR+8gchxJjpGy34ogKdH0N1IiZdMlp+y6hBxDcUjg8pJ0FSGJVixJYCkBQEZIGkIJpEa8ZC9ICpYSxJLdIOkISYODNKo/EA7Jwi0LvAr4FBm/qpChqWRqOlm6jlfVUSSJPDWOR3VjRNaiqn5EeDVa+EN8vrFIsU14HAGS8XqseF0vuy4TmRBeqilnI8OpoYzlUm/3AB9FsZJkRZpp8ham06Zun0dp53aeGncNAPmijgapkMxkK1f+9XfoZgJPbpSdgVIen/FNDEnnIvEMz0tfAGCEWM04ljKELSxlEq9InwVgsNjCdmnvSMy1dX+jNcvLfx2fA8ArugjjQUiplwKniBCTBr6aN8tq5Mx1y8lqjSGAtcPy2JCdS0z2EZL7D37rNBpQrTCS5EQVFt5kEl0IUFRcloUnaeBq2DtyppkGTiOB06EixZMEOtuxJAlZWCj7efzl6HBq92T8wsVi7T3WKfv33O/z+dB1Db8UwZdVgIVM09aVSFaS8vIhODUZl4ji2DoPR+QsdGklTvU9DHc+nsgO3MSQdC+6FUc2QljCicCJInWkjyGEStg8F5eyEEVq3Z0GSVGBKu1ClvaOLIWM8xDoON1b6QqdT9Q6LdV+no24PJswlVyc+RF0bxdIEoZcRMfG4SQ7dMzokTWYz/zCUNxjcgh9UE90bQuJmm4Uv44VSSISqZc5yakguzUkVcYKJZC9GkZTFCXoRHap6EVe9DI/VsRAUmX0Ii9md4LuRJi8kwbZIupYYouoTw+WZbLhvflk5BeSkV9AIhIhEYviy8om2t3F8tdeYsXrqWXbJ198KUXDRxEPh+loqGP122/Q2dhA6aixgCAZj4OARCxKqL2VeDiM7nIhLEEyfmi2OYeC6nCkRsB2f2tO516Rtft3evueNIcz9feeffb8vVuoufx+XF4fRiKBuk8wYssSdMeNvcIqkvpOiaxE6u9903b/3RVN0t1nDEMBmCAbKeElx5CUCHrWfGRHE0b3SITpQVIiIKfemnUthqwaCE3FcngwtAwQYUzJQEhOhOxCyC4s2YOpFWEpWUhWGCGpCNmd+kiu1NTOEUAWJhoJXFIcSRh0GcbuKdGDZ3DbJsq2bOHtyeen0y5/6VEKd+5kfeVoXpp5aTr9tK1vckFjFDMapm1zakT3zdkXsrxkSjrPyTXzuWDpajLyCuhsbKC9sZ7qIRXkhevJkTtIztaZJ89igXQ6Q8V6NkmpZeUXNT/FlHXv4C8JE4/qWBkqrmSIBwbdxkZpBD8QP6e0bTu7AiVoHXGaXXnscpeyhaFEcbFDKgcgU7TylWWvsGlIPq9nnHVIbXLICAvNiqCJBHHZT35nK6aqUBhtpbKujszOTjzCQdDyUqu0YkoyLV4/Ud2J2G1Nnt/ZhpAkQk4XsmWhWBauZBwhSWimgWpZB6xGX+xrj5YTcOGSEmiahtK6kWorn0qpBldeJboZwRlvxtW1FcmXhyLLaEY3erQFp9WNiygKFh4iGMKHKjJxyFv33yxCojnxC5JiMJq0HVPkkev4HjFzEgkxhLB5Lk55MQ59K5achaQJLCkIikqkvQLLykBxhNEzOhGWEyPmxuh29jqOmuPCaO49nfhx6Y6HGXH/ebaIOpbYIsrmcLCvmwdhWZimSSIaIR4JEw+H6W5rIdbdTTIWpX7LJtyBDHSXi1BbK7rLjWkYNG3bQiwcIiO/gFBrC5ZlISsKRiJBMhHHiMVIJuKYyeRROy9ZUbBME3cgA7c/gGkYaA4niqamxJgzFQZGUZS9Qs3hRNN1JFlBUVVU3YGsaSRRiAmZuJCJWjIRSyEiFEJxi64kdCWhIwELq7voTgoCbh0hxD72XvtDpOy95Pju0bHUByWx9+990oWcRNYlZF1OTSeoCpaqYMkqpqJhyalpSCHpCEnFUoIIyYGhlSCb7SkxdpC+vQbC8J0rWV+cMsQdt+odsnfV8eZ5qekgSViM/O+7VHZtochs4HfX/Di938nvvsaKyOj0b1mYTHd8yOtnfD6d9tn3nmetdioCGYcmk+MAraMeOSMHX2YG+cldxDa9y2NnfaVHnX6y+Fky80cjKxJd65cTbawlUFJOxqn/oYYy8tYLnNaZmPEY0e5OIp2dxBPNuHIbyazsRBSo3MGvaJFyGSeWskKaAMBs8V/GsoxWsmkijzgOxrEMP51IwEaq0EmgYuAgRhwH9RSRwIGPTsJ46SCT5UzEQEXGJCT5yRDtOIkSwktIGtg9fWLrYsav2YUMrCsr4p1Bkw7l8gHgNEIoloXTjOOMmygmqJZJm9tPIB7CmUigWBZJRUUzkriTcWQhMCUZXyyCLCw008SZjKObBklFRRYWupHElUxg7XEnI0BGoJpGv6NssiTQVRVdEeiSiW5FUJNhZN2NK9GCgkXCBCcJZMkgiUYObVhI6CRRhIVPCqFipBaEYKCTRMNAFaALF5rciLpP3IZUVSS6zUt2T1Puxeebi5LcgUIzEgkkK0zcGo7kz6W78zQs04MnYyWKV6J71zDcWVuRdJVQ3VAAtEAIM+rASqTMAsJSN1W/nH3Unt+2kwsbmyPEvn6yJFlGlWVULYDbn1qBlj9k4MutD4RlmSlhFYthJOIk43GMeJxkIk4yHkv9HY+ntu0WXuntsfjeffrYHmpr7RFo1DJT0xqRzg4inR2H7Rw+imv3Jw/YE69eUVVUhwNF05FlBUlVQVFB0UBREbKaEj2SgikpGJJCktQnbsokDJmYkImZLmKWm5gJYRPiloyJnN5v72ffNAlTsrAUE1MxUZQoSJ3o8k4kOQFyAnSQzRBCUrDMXCQMhGaBLmN53MhqI4p7J8iD0UQZbVkjkE0TS1FQTANT6X1LztnZyPri1N/uTlCT3vQ2VRh4y0Yyt2UoRV1b8SU76d69wrEtnENZtpukmVqMEElAqKunVdGatkJ2OfbawaRCVfshFIedjYBKRagYn9FJt5oqd2Lje/yy9WRo21PWqZAFhAVfeW4rJUV1/Lj9RuKSC1kCt67iylHw6AoBh0RWR5KC+nqmJd/ivyd/KS2gJiUWMu6VHUju4ZRmW0wse5um5TqWdgZqbjGS0c44dQtmqBJJhBFJE2FFqXTVIqndxNsdIIcQcpwrx/wJ1WdB0iSpOXARI1TvwlMQpVEUIGMSMx0kZZ2Y6WSJejI7KMNNBAuZldJ4lmRNInGyTmFLK+8U7RVQJWIHDRRgoKSnMgG8ohsDlZjk6nUNY2rqmoX3dOx96PAcfuG9L75YCEmAbFlYsow7EUcSAt1IolomipUSYw4jidNI4EgmsCSZsMOFLExU08JhJGG3XZonEUMSAllYqJaFYpkoppUuSzOTSKTEnK6AQzJxmN14iJIltVAh/z+8ibuRkEhK29iVfJE2MkigIVAQcoCY3EpmZBu6ugi3nEdLdDtaLImkW4RDFgomksODwyqB2HI0SUdRR6MrH6DHD//o1v6wR6L6wB6JsrHZi7AsulqaMZIJPIFMYqFuWmp34PT5SEQiCGEhywqGkcSIxYiGujENA1XX0+ItGY9hJBJYpoFpGBiJxO5PahTNSMRTIjAeIxGNIiCddrCR4o8WAgkhy1iSgiXJWMhYsoLY/a0oakqEIWMgYQgZxYiTE+8dDLvdH8QX7uLDcdPREzFkIZh76gVcMOcp3KbB0+dejiMe5UEjhEORucqZWhUWbGtkzefOpjWcYMeOnVy+fQed3pQB+RtFQcYMLU0foy2c4Hd/fpaHR+31Dv2DiMoZo4pQZYlwwkiv7tRUmaRh0dAV4/11O0nmV7Nyt5CYuHIuYWMCfqeKYaVcczR0xchwabSGEwNuv4ldi1n0+fNJ7jZQP23xS3zYdlKPPIplYMoDe9eXJHCoMk5Nwa0YeCQTXdPI1LqRLSdOycSX7MBlJVERONUoGhaK0AhmrEdXO5FFiESbybqCfP5a8HWMjyx6+K64j8HrN+Md2o2uGDSTRzM5+OimKF5LolsjEvTgSMYwYioNgSLiOPCLTgxJI4SX9Yzi5d12Z6PFCoaygTBeTBSyaCaOiw4yqKWUKG6CtGKg0kQeEdxEJQ8+0YlOgjDePkXb8YBqJnGaCRzJJHoyiScRJ7erjfLmOipiCsONMt7V1tDoDdDkyySq6cQ1HUNWUC0T2UoJM08iRsjhQjVNOtw+AtFuNNNEN5IYipIWhappIgsLKxLmT3f+yJ7OO5bYIsrG5vhACIFlpkSXmUxiJBNpASYsCyOZxEwmMZOJ1LZkEjOx+3tP3n22m4lUGaZhYCaTqbKTSazdv03DwDRSZRrGnrKT6bSjdt5AUtPRkwmKTz6DhTu240jEuOX2O9EcTr77wIO8P3EGX1y9kHvuvDPdVtfdeQevzPwCE1Yu4KXvfLNX1IAtW3fwuRXraA4WULJrI+9f9gW0A3ikjxsm19x3D2+dkjIov7VpF9+7dHbP+u6eup63sYnm7jifHVdEzDCJJkwiCZNIwiCaMOmKpezidrZHeXfRKnaMk6lxpUKqjHxrNRmFQ/A4VIQQKLJETVuEgEtDCIgbFrFkqqy4YRFPWsQNs/fChsNASaSWjGkmi3NT7iPcIszdnT/gle1nsbBxMopkIlmCk8Kr8OaEadByqe8uxSkJPEoCDQmHbJHvasIpJYlFM3BbYRzJGOXOd9FOi5OdbKZ5eSEhqQKPrxNdixIPeZEx0B0hsgZtxUqqhBqCaI44ZtzAlR3BDCqonQkiDS4Ut4FwyricMaykhCVkhCZhulQatCIiuPEQppkcorjpJIMidiKAKG6SaCTQieAhhJfw7s9OSuiQggRFC1FcDGELbWTRRpCY5CZDtKMTJ4lGEp3E7gk9MUC7wtN3LqJ4Zzvvjh5Fjaf4sF47Kxyi+cLp9nSejY2NjSRJKKqGoh4eNwgfhz2CLiXmklimmR5Zs4x9/u4vzTRpr9vJijdeIdrVud9jSYCeTODy+RlUWsTOD1JL6jPyC1EUhZGbV6Q+p8/au48kMWLzSrLbGimOh5GkG3uVO6S8lEt+fjsfjjuV4RtXon3l0l55PopDVRgWl1gYDRPobucr00/qlWePWJsxbO+qOl2V8Tv7v27XTivlqt8/SM2YlIh66vsXk53hOWB99kUIQdIUxAyTWNJMC6tYMiW40t+708Jxg7hhkjQF4bhBJLFb6CVNIrt/h+IG1S0qpVvnwe7TqWpexp3L7wBAlsEUKsiw2DcBYqQ+kFK/xt5zWJno6acLQIqOYcqbi6kWg2gQuxcYtPdxcjV9pFVDtquV1mgmCFCEiSoM1D3floGy+/fgzGoccoLWjiBlWbvIdHdRnrWFDVtGIBIqXkcEv6MLhxbH7wkR6nDh8YTAFOQN2YnmSyILEyHJNG8uwekJ48tpJ645oEOQ7HKguhIIi5RDUM2CbIV6isgSzcSSTiKyh4jqoZMMmslhHrNokXKZXzwFdmsnRSSpYj1BWvHRhUaSBDoGGusZwU5pEBPFInTi7KKYTNpQMWkgn1ayKaAOA41aSsmgHVOEaT6oXvTxsEWUjY2NzQDYV9DpH2MG5ZQvXA6k3HxEOzuxTJMVc16hqGoEq+e+zvBpp4Ms8+Yff8eF37udQG4emz58n9KRY1C1lCgZMf0M1r37NsOmntqj7FO/+BUWPP13JlzypX7PIRDIY+aCV/Cd+pkB1/ms8aNRnrwfxTTI+eJ/DvHMe+J1Ojhl7WrilpOKHRvIPuN3B12GJEnoqnRAwXawGKbFnf+zFk+im4jmwb89xpI7ZhF068iyhGUJkpbFjtYImiLjdagkTYuEYZHY53tfURc3TOKGRSRuMH9THqd6HXgdKpluPbXvPvsl93ybFstrOqjvjFESdBH0ODAtP9mmSG9PGBZJU5A0LKK7yxECdsV2u43RYUX3WOgG9o0wFN/9AWjd/b3b16zaksSpxIgaLhTZJGHu9cSvK/EevwEQAhkLhxQjqHfQGQmgCBNFJPEoEUrcdTiMOFfn/Y65oz6Tduehizg3bf4loWYXUdNF0kpdQ7+cxKnGOTU4B09BjPptOSQNjdnZLXR1+tHVJAWFDXj8IZpq81FVA1dGmESXg3C3xbWHrSccGHs6rw/s6TwbG5vjGSEEobZWfFnZvdLb63eRkV/Qr6f9zqZGtq1fz9jp0wfsjT8WCrHg6b9TOXnqbpceh4dNH7zHG394kHNuuJnKSVMPW7mHg9VrN/Hsr+8m5PEx9oKvc+U5449JPeKGyaaGECML/cgDjKlnWoKkaRE3UkIraVokjZ7Ca4/IC8UNdnVEyfM7EIK9Qm53vrjxEXH40d9mH2n7/L2nDqm/TU7unseSz82mS85gRsPLLFoxZsDTgD0RKJKZGhXcByseofb+L366bKIeeugh/ud//oeGhgbGjh3Lgw8+yOTJk/vN/8wzz3DnnXdSXV1NZWUl9913H+efv9dvihCCu+66iz/+8Y90dHQwbdo0HnnkESorB7YayhZRNjY2NjZ/+PsL7IpI/Oja83EMMLC2Tf8YpsW8ldt54y8/o70wj67kMP73pkvJ8TnQFRlLCEwhMC2BYQkShkVXNInXqabSzD3bLIzdvw1LYFqp0TjTEnR0dnLBxIpPj4h66qmnuPLKK3n00UeZMmUK999/P8888wwbN24kN7e319r333+f0047jXvvvZcLLriAf/7zn9x3330sW7aMUaNSgVPvu+8+7r33Xp544gkGDx7MnXfeyerVq1m3bh1OZ2+nXx/FFlE2NjY2NjZHhhcWrGHJpjq+efFp5AcO/Ew+GD51YV+mTJnCpEmT+N3vUvPhlmVRUlLCt771LW677bZe+S+99FLC4TAvvfRSOu3kk09m3LhxPProowghKCws5Pvf/z4/+MEPAOjs7CQvL4/HH3+cL32pt61APB4nHt/rK6Wrq4uSkhJbRNnY2NjY2JxAHG0RdUzDSScSCZYuXcqsWXtXmMiyzKxZs1i4cGGf+yxcuLBHfoBzzjknnX/79u00NDT0yBMIBJgyZUq/Zd57770EAoH0p2SfgIg2NjY2NjY2Nn1xTEVUS0sLpmmSl5fXIz0vL4+GhoY+92loaNhv/j3fB1Pm7bffTmdnZ/pTW1t7SOdjY2NjY2Nj8+nBdnEAOBwOHA7HgTPa2NjY2NjY2OzmmI5EZWdnoygKjY2NPdIbGxvJz+87ynl+fv5+8+/5PpgybWxsbGxsbGwOlmMqonRdZ8KECcydOzedZlkWc+fOZerUvn2GTJ06tUd+gDlz5qTzDx48mPz8/B55urq6WLRoUb9l2tjY2NjY2NgcLMd8Ou973/seV111FRMnTmTy5Mncf//9hMNhrrnmGgCuvPJKioqKuPfeewH4zne+w+mnn86vf/1rZs+ezZNPPsmSJUv4wx/+AKQ82N5888387Gc/o7KyMu3ioLCwkIsuuuhYnaaNjY2NjY3NJ4xjLqIuvfRSmpub+X//7//R0NDAuHHjeO2119KG4TU1Ncjy3gGzU045hX/+85/ccccd/OhHP6KyspLnn38+7SMK4NZbbyUcDvP1r3+djo4OTj31VF577bUB+YiysbGxsbGxsRkIx9xP1PGI7WzTxsbGxsbmxONT5SfKxsbGxsbGxuZExRZRNjY2NjY2NjaHgC2ibGxsbGxsbGwOAVtE2djY2NjY2NgcAraIsrGxsbGxsbE5BGwRZWNjY2NjY2NzCNgiysbGxsbGxsbmELBFlI2NjY2NjY3NIXDMPZYfj+zxP9rV1XWMa2JjY2NjY2MzUPY8t4+WH3FbRPVBa2srACUlJce4JjY2NjY2NjYHS2trK4FA4IgfxxZRfRAMBoFU3L6jcRE+yXR1dVFSUkJtba0dQudjYLfj4cNuy8OH3ZaHB7sdDx+dnZ2Ulpamn+NHGltE9cGegMeBQMDu0IcJv99vt+VhwG7Hw4fdlocPuy0PD3Y7Hj72PMeP+HGOylFsbGxsbGxsbD5h2CLKxsbGxsbGxuYQsEVUHzgcDu666y4cDsexrsoJj92Whwe7HQ8fdlsePuy2PDzY7Xj4ONptKYmjtQ7QxsbGxsbGxuYThD0SZWNjY2NjY2NzCNgiysbGxsbGxsbmELBFlI2NjY2NjY3NIWCLKBsbGxsbGxubQ+ATK6LuvfdeJk2ahM/nIzc3l4suuoiNGzf2yBOLxbjxxhvJysrC6/VyySWX0NjY2CNPTU0Ns2fPxu12k5ubyy233IJhGD3yzJs3j/Hjx+NwOKioqODxxx8/0qd31BhIO86YMQNJknp8rr/++h55Pu3tCPDII48wZsyYtEO9qVOn8uqrr6a32/1x4ByoLe0+eWj88pe/RJIkbr755nSa3S8Pjb7a0u6XA+MnP/lJr3aqqqpKbz+u+qT4hHLOOeeIv/zlL2LNmjVixYoV4vzzzxelpaUiFAql81x//fWipKREzJ07VyxZskScfPLJ4pRTTklvNwxDjBo1SsyaNUssX75cvPLKKyI7O1vcfvvt6Tzbtm0TbrdbfO973xPr1q0TDz74oFAURbz22mtH9XyPFANpx9NPP1187WtfE/X19elPZ2dnervdjileeOEF8fLLL4tNmzaJjRs3ih/96EdC0zSxZs0aIYTdHw+GA7Wl3ScPng8//FCUlZWJMWPGiO985zvpdLtfHjz9taXdLwfGXXfdJUaOHNmjnZqbm9Pbj6c++YkVUR+lqalJAGL+/PlCCCE6OjqEpmnimWeeSedZv369AMTChQuFEEK88sorQpZl0dDQkM7zyCOPCL/fL+LxuBBCiFtvvVWMHDmyx7EuvfRScc455xzpUzomfLQdhUjdGPa9UXwUux37JzMzU/zpT3+y++NhYE9bCmH3yYOlu7tbVFZWijlz5vRoO7tfHjz9taUQdr8cKHfddZcYO3Zsn9uOtz75iZ3O+yidnZ3A3uDCS5cuJZlMMmvWrHSeqqoqSktLWbhwIQALFy5k9OjR5OXlpfOcc845dHV1sXbt2nSefcvYk2dPGZ80PtqOe/jHP/5BdnY2o0aN4vbbbycSiaS32e3YG9M0efLJJwmHw0ydOtXujx+Dj7blHuw+OXBuvPFGZs+e3et87X558PTXlnuw++XA2Lx5M4WFhZSXl3P55ZdTU1MDHH998lMRgNiyLG6++WamTZvGqFGjAGhoaEDXdTIyMnrkzcvLo6GhIZ1n34uwZ/uebfvL09XVRTQaxeVyHYlTOib01Y4AX/7ylxk0aBCFhYWsWrWKH/7wh2zcuJH//Oc/gN2O+7J69WqmTp1KLBbD6/Xy3HPPMWLECFasWGH3x4Okv7YEu08eDE8++STLli1j8eLFvbbZ98mDY39tCXa/HChTpkzh8ccfZ9iwYdTX13P33Xczffp01qxZc9z1yU+FiLrxxhtZs2YN77333rGuyglNf+349a9/Pf336NGjKSgoYObMmWzdupUhQ4Yc7Woe1wwbNowVK1bQ2dnJs88+y1VXXcX8+fOPdbVOSPpryxEjRth9coDU1tbyne98hzlz5uB0Oo91dU5oBtKWdr8cGOedd1767zFjxjBlyhQGDRrE008/fdyJxE/8dN5NN93ESy+9xNtvv01xcXE6PT8/n0QiQUdHR4/8jY2N5Ofnp/N81OJ/z+8D5fH7/cfdxf449NeOfTFlyhQAtmzZAtjtuC+6rlNRUcGECRO49957GTt2LL/97W/t/ngI9NeWfWH3yb5ZunQpTU1NjB8/HlVVUVWV+fPn88ADD6CqKnl5eXa/HCAHakvTNHvtY/fLgZGRkcHQoUPZsmXLcXev/MSKKCEEN910E8899xxvvfUWgwcP7rF9woQJaJrG3Llz02kbN26kpqYmbVcxdepUVq9eTVNTUzrPnDlz8Pv96WmDqVOn9ihjT559bTNOZA7Ujn2xYsUKAAoKCgC7HfeHZVnE43G7Px4G9rRlX9h9sm9mzpzJ6tWrWbFiRfozceJELr/88vTfdr8cGAdqS0VReu1j98uBEQqF2Lp1KwUFBcffvfKgzNBPIG644QYRCATEvHnzeiyTjEQi6TzXX3+9KC0tFW+99ZZYsmSJmDp1qpg6dWp6+55lkmeffbZYsWKFeO2110ROTk6fyyRvueUWsX79evHQQw99opabHqgdt2zZIu655x6xZMkSsX37dvHf//5XlJeXi9NOOy1dht2OKW677TYxf/58sX37drFq1Spx2223CUmSxBtvvCGEsPvjwbC/trT75MfjoyvI7H556Ozblna/HDjf//73xbx588T27dvFggULxKxZs0R2drZoamoSQhxfffITK6KAPj9/+ctf0nmi0aj45je/KTIzM4Xb7Raf+9znRH19fY9yqqurxXnnnSdcLpfIzs4W3//+90UymeyR5+233xbjxo0Tuq6L8vLyHsc40TlQO9bU1IjTTjtNBINB4XA4REVFhbjlllt6+D4Rwm5HIYS49tprxaBBg4Su6yInJ0fMnDkzLaCEsPvjwbC/trT75MfjoyLK7peHzr5taffLgXPppZeKgoICoeu6KCoqEpdeeqnYsmVLevvx1CclIYQ4uLErGxsbGxsbGxubT6xNlI2NjY2NjY3NkcQWUTY2NjY2NjY2h4AtomxsbGxsbGxsDgFbRNnY2NjY2NjYHAK2iLKxsbGxsbGxOQRsEWVjY2NjY2NjcwjYIsrGxsbGxsbG5hCwRZSNjY2NjY2NzSFgiygbGxsbGxsbm0PAFlE2NjY2NjY2NoeALaJsbGwOC7fddhsOh4Mvf/nLA8o/Y8YMJElCkqR0NHubnlx99dXpNnr++eePdXVsbGw+gi2ibGxsDgu33347v/71r/nXv/7Fli1bBrTP1772Nerr6xk1alSP9IULF6IoCrNnzz4SVT0gM2bM4Oabbz4mx96X3/72t9TX1x/ratjY2PSDLaJsbGwOC4FAgOuuuw5Zllm9evWA9nG73eTn56Oqao/0xx57jG9961u888471NXVHYnqHhYSicQRLT8QCJCfn39Ej2FjY3Po2CLKxsbmsGEYBm63mzVr1hxyGaFQiKeeeoobbriB2bNn8/jjj/fKM2PGDL797W9z6623EgwGyc/P5yc/+Ul6e3d3N5dffjkej4eCggL+7//+r9fo0rPPPsvo0aNxuVxkZWUxa9YswuEwV199NfPnz+e3v/1teiqturo6fdybbrqJm2++mezsbM455xwA4vE43/72t8nNzcXpdHLqqaeyePHiHvX91re+xc0330xmZiZ5eXn88Y9/JBwOc8011+Dz+aioqODVV1895HazsbE5+tgiysbG5rBxxx13EAqFPpaIevrpp6mqqmLYsGF85Stf4c9//jNCiF75nnjiCTweD4sWLeJXv/oV99xzD3PmzAHge9/7HgsWLOCFF15gzpw5vPvuuyxbtiy9b319PZdddhnXXnst69evZ968eVx88cUIIfjtb3/L1KlT01ON9fX1lJSU9DiurussWLCARx99FIBbb72Vf//73zzxxBMsW7aMiooKzjnnHNra2nrsl52dzYcffsi3vvUtbrjhBr7whS9wyimnsGzZMs4++2yuuOIKIpHIIbedjY3NUUbY2NjYHAaWLFkidF0Xs2fPFiNGjDhg/tNPP1185zvf6ZV+yimniPvvv18IIUQymRTZ2dni7bff7rXvqaee2iNt0qRJ4oc//KHo6uoSmqaJZ555Jr2to6NDuN3u9PGWLl0qAFFdXX1QdTv99NPFSSed1CMtFAoJTdPEP/7xj3RaIpEQhYWF4le/+lWf9TUMQ3g8HnHFFVek0+rr6wUgFi5c2Ou4gHjuuef6rKuNjc2xwx6JsrGx+dhYlsU3vvENbrrpJq688ko2b95MMpk86HI2btzIhx9+yGWXXQaAqqpceumlPPbYY73yjhkzpsfvgoICmpqa2LZtG8lkksmTJ6e3BQIBhg0blv49duxYZs6cyejRo/nCF77AH//4R9rb2wdUxwkTJvT4vXXrVpLJJNOmTUunaZrG5MmTWb9+fZ/1VRSFrKwsRo8enU7Ly8sDoKmpaUD1sLGxOfbYIsrGxuZj8+CDD9LS0sI999zD6NGjSSaTbNiw4aDLeeyxxzAMg8LCQlRVRVVVHnnkEf7973/T2dnZI6+maT1+S5KEZVkDOo6iKMyZM4dXX32VESNG8OCDDzJs2DC2b99+wH09Hs/AT+gA9d03TZIkgAGfg42NzbHHFlE2NjYfi127dnHnnXfy0EMP4fF4qKysxOFwHLRdlGEY/PWvf+XXv/41K1asSH9WrlxJYWEh//rXvwZUTnl5OZqm9TDs7uzsZNOmTT3ySZLEtGnTuPvuu1m+fDm6rvPcc88BoOs6pmkO6HhDhgxJ20jtIZlMsnjxYkaMGDGgMmxsbE5M1ANnsbGxsemfb3/725x33nlpn06qqjJ8+PCDFlEvvfQS7e3tXHfddQQCgR7bLrnkEh577DGuv/76A5bj8/m46qqruOWWWwgGg+Tm5nLXXXchy3J6tGfRokXMnTuXs88+m9zcXBYtWkRzczPDhw8HoKysjEWLFlFdXY3X6yUYDCLLfb9zejwebrjhhvTxSktL+dWvfkUkEuG66647qDawsbE5sbBHomxsbA6Zl156ibfeeovf/va3PdJHjx590CLqscceY9asWb0EFKRE1JIlS1i1atWAyvrNb37D1KlTueCCC5g1axbTpk1j+PDhOJ1OAPx+P++88w7nn38+Q4cO5Y477uDXv/415513HgA/+MEPUBSFESNGkJOTQ01NzX6P98tf/pJLLrmEK664gvHjx7NlyxZef/11MjMzD6oNbGxsTiwkIfpYO2xjY2NzhJkxYwbjxo3j/vvvP+LHCofDFBUV8etf//qEHB2SJInnnnuOiy666FhXxcbGZh/skSgbG5tjxsMPP4zX6x2wh/OBsnz5cv71r3+xdetWli1bxuWXXw7AZz/72cN6nCPN9ddfj9frPdbVsLGx6Qd7JMrGxuaYsGvXLqLRKAClpaXoun7Yyl6+fDlf/epX2bhxI7quM2HCBH7zm9/0cClwItDU1ERXVxeQcuFwqCsDbWxsjgy2iLKxsbGxsbGxOQTs6TwbGxsbGxsbm0PAFlE2NjY2NjY2NoeALaJsbGxsbGxsbA4BW0TZ2NjY2NjY2BwCtoiysbGxsbGxsTkEbBFlY2NjY2NjY3MI2CLKxsbGxsbGxuYQsEWUjY2NjY2Njc0hYIsoGxsbGxsbG5tDwBZRNjY2NjY2NjaHwP8HcYygwBTMeJMAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# NBVAL_SKIP\n",
    "ages = np.linspace(0,len(ssp.age),10)\n",
    "for age in ages:\n",
    "    plt.plot(ssp.wavelength,ssp.flux[0][int(age)], label='%.2f %s'%(ssp.age[int(age)], config[\"fields\"][\"age\"][\"units\"]))\n",
    "plt.xlabel(r'$\\lambda$ [%s]'%config[\"fields\"][\"wavelength\"][\"units\"])\n",
    "plt.ylabel(r'Flux [%s]'%config[\"fields\"][\"flux\"][\"units\"])\n",
    "#plt.yscale(\"log\")\n",
    "plt.xlim(2000,5000)\n",
    "plt.legend()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "rubix",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}