{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# -*- coding: utf-8 -*-\n",
    "\n",
    "import meep as mp\n",
    "import math\n",
    "import numpy as np\n",
    "import numpy.matlib\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "resolution = 50                 # pixels/um\n",
    "\n",
    "dpml = 1.0                      # PML thickness\n",
    "sz = 10 + 2*dpml\n",
    "cell_size = mp.Vector3(z=sz)\n",
    "pml_layers = [mp.PML(dpml)]\n",
    "\n",
    "wvl_min = 0.4                   # min wavelength\n",
    "wvl_max = 0.8                   # max wavelength\n",
    "fmin = 1/wvl_max                # min frequency\n",
    "fmax = 1/wvl_min                # max frequency\n",
    "fcen = 0.5*(fmin+fmax)          # center frequency\n",
    "df = fmax-fmin                  # frequency width\n",
    "nfreq = 50                      # number of frequency bins\n",
    "\n",
    "def planar_reflectance(theta):    \n",
    "    # rotation angle (in degrees) of source: CCW around Y axis, 0 degrees along +Z axis\n",
    "    theta_r = math.radians(theta)\n",
    "\n",
    "    # plane of incidence is XZ; rotate counter clockwise (CCW) about y-axis\n",
    "    k = mp.Vector3(z=fmin).rotate(mp.Vector3(y=1), theta_r)\n",
    "    \n",
    "    # if normal incidence, force number of dimensions to be 1\n",
    "    if theta_r == 0:\n",
    "        dimensions = 1\n",
    "    else:\n",
    "        dimensions = 3\n",
    "    \n",
    "    sources = [mp.Source(mp.GaussianSource(fcen,fwidth=df), component=mp.Ex, center=mp.Vector3(z=-0.5*sz+dpml))]\n",
    "\n",
    "    sim = mp.Simulation(cell_size=cell_size,\n",
    "                        boundary_layers=pml_layers,\n",
    "                        sources=sources,\n",
    "                        k_point=k,\n",
    "                        dimensions=dimensions,\n",
    "                        resolution=resolution)\n",
    "\n",
    "    refl_fr = mp.FluxRegion(center=mp.Vector3(z=-0.25*sz))\n",
    "    refl = sim.add_flux(fcen, df, nfreq, refl_fr)\n",
    "    \n",
    "    sim.run(until_after_sources=mp.stop_when_fields_decayed(50, mp.Ex, mp.Vector3(z=-0.5*sz+dpml), 1e-9))\n",
    "\n",
    "    empty_flux = mp.get_fluxes(refl)\n",
    "    empty_data = sim.get_flux_data(refl)\n",
    "\n",
    "    sim.reset_meep()\n",
    "\n",
    "    # add a block with n=3.5 for the air-dielectric interface\n",
    "    geometry = [mp.Block(mp.Vector3(mp.inf,mp.inf,0.5*sz), center=mp.Vector3(z=0.25*sz), material=mp.Medium(index=3.5))]\n",
    "\n",
    "    sim = mp.Simulation(cell_size=cell_size,\n",
    "                        geometry=geometry,\n",
    "                        boundary_layers=pml_layers,\n",
    "                        sources=sources,\n",
    "                        k_point=k,\n",
    "                        dimensions=dimensions,\n",
    "                        resolution=resolution)\n",
    "\n",
    "    refl = sim.add_flux(fcen, df, nfreq, refl_fr)\n",
    "    sim.load_minus_flux_data(refl, empty_data)\n",
    "\n",
    "    sim.run(until_after_sources=mp.stop_when_fields_decayed(50, mp.Ex, mp.Vector3(z=-0.5*sz+dpml), 1e-9))\n",
    "\n",
    "    refl_flux = mp.get_fluxes(refl)\n",
    "    freqs = mp.get_flux_freqs(refl)\n",
    "\n",
    "    wvls = np.empty(nfreq)\n",
    "    theta_out = np.empty(nfreq)\n",
    "    R = np.empty(nfreq)\n",
    "    for i in range(nfreq):\n",
    "        wvls[i] = 1/freqs[i]\n",
    "        theta_out[i] = math.degrees(math.asin(k.x/freqs[i]))\n",
    "        R[i] = -refl_flux[i]/empty_flux[i]\n",
    "        print(\"refl:, {}, {}, {}, {}\".format(k.x,wvls[i],theta_out[i],R[i]))\n",
    "        \n",
    "    return k.x*np.ones(nfreq), wvls, theta_out, R "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.25332329653323415 / 0.25332329653323415 = 1.0\n",
      "field decay(t = 100.01): 6.806395978139867e-16 / 0.25332329653323415 = 2.6868417043700194e-15\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.25332329652480207 / 0.25332329652480207 = 1.0\n",
      "field decay(t = 100.01): 1.9736380723733672e-11 / 0.25332329652480207 = 7.790985272371642e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.0, 0.8, 0.0, 0.29476330384323207\n",
      "refl:, 0.0, 0.784, 0.0, 0.29416578611798405\n",
      "refl:, 0.0, 0.7686274509803922, 0.0, 0.2935560666132851\n",
      "refl:, 0.0, 0.7538461538461539, 0.0, 0.29293290546540196\n",
      "refl:, 0.0, 0.739622641509434, 0.0, 0.2922951429790378\n",
      "refl:, 0.0, 0.7259259259259259, 0.0, 0.29164324229177097\n",
      "refl:, 0.0, 0.7127272727272727, 0.0, 0.29097731021514417\n",
      "refl:, 0.0, 0.7, 0.0, 0.29029575759541565\n",
      "refl:, 0.0, 0.6877192982456141, 0.0, 0.2895975033066778\n",
      "refl:, 0.0, 0.6758620689655173, 0.0, 0.2888834125810835\n",
      "refl:, 0.0, 0.664406779661017, 0.0, 0.2881539488987047\n",
      "refl:, 0.0, 0.6533333333333333, 0.0, 0.2874077841401458\n",
      "refl:, 0.0, 0.6426229508196721, 0.0, 0.2866443691325259\n",
      "refl:, 0.0, 0.632258064516129, 0.0, 0.2858651486082286\n",
      "refl:, 0.0, 0.6222222222222222, 0.0, 0.28507064287177303\n",
      "refl:, 0.0, 0.6124999999999999, 0.0, 0.2842593661161744\n",
      "refl:, 0.0, 0.6030769230769231, 0.0, 0.28343094611850356\n",
      "refl:, 0.0, 0.593939393939394, 0.0, 0.28258688014584116\n",
      "refl:, 0.0, 0.5850746268656717, 0.0, 0.2817272035905085\n",
      "refl:, 0.0, 0.5764705882352942, 0.0, 0.2808500622387931\n",
      "refl:, 0.0, 0.5681159420289855, 0.0, 0.27995515394321197\n",
      "refl:, 0.0, 0.56, 0.0, 0.27904384994339343\n",
      "refl:, 0.0, 0.552112676056338, 0.0, 0.27811574176551984\n",
      "refl:, 0.0, 0.5444444444444444, 0.0, 0.2771688207349352\n",
      "refl:, 0.0, 0.536986301369863, 0.0, 0.2762029589907331\n",
      "refl:, 0.0, 0.5297297297297298, 0.0, 0.2752195125027274\n",
      "refl:, 0.0, 0.5226666666666667, 0.0, 0.2742178237240486\n",
      "refl:, 0.0, 0.5157894736842105, 0.0, 0.27319583895650085\n",
      "refl:, 0.0, 0.509090909090909, 0.0, 0.27215367552975717\n",
      "refl:, 0.0, 0.5025641025641026, 0.0, 0.27109276268116617\n",
      "refl:, 0.0, 0.4962025316455696, 0.0, 0.2700121717612113\n",
      "refl:, 0.0, 0.49, 0.0, 0.26890977948431494\n",
      "refl:, 0.0, 0.4839506172839506, 0.0, 0.26778602305927346\n",
      "refl:, 0.0, 0.47804878048780486, 0.0, 0.26664234270279846\n",
      "refl:, 0.0, 0.47228915662650606, 0.0, 0.2654773959072893\n",
      "refl:, 0.0, 0.4666666666666667, 0.0, 0.2642890605183494\n",
      "refl:, 0.0, 0.4611764705882353, 0.0, 0.26307815170848525\n",
      "refl:, 0.0, 0.4558139534883721, 0.0, 0.2618459695575972\n",
      "refl:, 0.0, 0.4505747126436782, 0.0, 0.2605907641320623\n",
      "refl:, 0.0, 0.4454545454545454, 0.0, 0.25931062280334477\n",
      "refl:, 0.0, 0.44044943820224725, 0.0, 0.25800677969709146\n",
      "refl:, 0.0, 0.43555555555555553, 0.0, 0.2566804027177118\n",
      "refl:, 0.0, 0.4307692307692308, 0.0, 0.25532959438320507\n",
      "refl:, 0.0, 0.4260869565217391, 0.0, 0.2539529088676918\n",
      "refl:, 0.0, 0.421505376344086, 0.0, 0.2525520862693137\n",
      "refl:, 0.0, 0.41702127659574467, 0.0, 0.2511282531123407\n",
      "refl:, 0.0, 0.4126315789473684, 0.0, 0.24967934554669954\n",
      "refl:, 0.0, 0.4083333333333333, 0.0, 0.24820404444956207\n",
      "refl:, 0.0, 0.4041237113402062, 0.0, 0.24670386250022297\n",
      "refl:, 0.0, 0.4, 0.0, 0.24517862401765392\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.25242167342001043 / 0.25242167342001043 = 1.0\n",
      "field decay(t = 100.01): 1.8867425254108467e-14 / 0.25242167342001043 = 7.474566267815881e-14\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.2524216734361254 / 0.2524216734361254 = 1.0\n",
      "field decay(t = 100.01): 2.0310851043564926e-11 / 0.2524216734361254 = 8.046397429777174e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.1089446784345727, 0.8, 5.0, 0.2934227118859898\n",
      "refl:, 0.1089446784345727, 0.784, 4.899752997934953, 0.29287850682357097\n",
      "refl:, 0.1089446784345727, 0.7686274509803922, 4.803451415694315, 0.2923194417293526\n",
      "refl:, 0.1089446784345727, 0.7538461538461539, 4.710866569098618, 0.29174404751628646\n",
      "refl:, 0.1089446784345727, 0.739622641509434, 4.621787131270349, 0.2911512998642181\n",
      "refl:, 0.1089446784345727, 0.7259259259259259, 4.536017514803643, 0.2905417123133207\n",
      "refl:, 0.1089446784345727, 0.7127272727272727, 4.45337643175598, 0.2899156301931104\n",
      "refl:, 0.1089446784345727, 0.7, 4.373695609047488, 0.2892720597047358\n",
      "refl:, 0.1089446784345727, 0.6877192982456141, 4.296818640028281, 0.288609702000128\n",
      "refl:, 0.1089446784345727, 0.6758620689655173, 4.222599955651541, 0.28792940285545326\n",
      "refl:, 0.1089446784345727, 0.664406779661017, 4.150903900954991, 0.28723211458816683\n",
      "refl:, 0.1089446784345727, 0.6533333333333333, 4.081603904475513, 0.28651676808837245\n",
      "refl:, 0.1089446784345727, 0.6426229508196721, 4.014581729857545, 0.2857826486835516\n",
      "refl:, 0.1089446784345727, 0.632258064516129, 3.9497268003123533, 0.28503114405854746\n",
      "refl:, 0.1089446784345727, 0.6222222222222222, 3.886935587780479, 0.2842631868294254\n",
      "refl:, 0.1089446784345727, 0.6124999999999999, 3.826111059675504, 0.28347749048119336\n",
      "refl:, 0.1089446784345727, 0.6030769230769231, 3.7671621769699377, 0.28267341154462916\n",
      "refl:, 0.1089446784345727, 0.593939393939394, 3.7100034381453693, 0.28185242101019087\n",
      "refl:, 0.1089446784345727, 0.5850746268656717, 3.6545544641874574, 0.2810149315091566\n",
      "refl:, 0.1089446784345727, 0.5764705882352942, 3.6007396203768605, 0.2801592191834353\n",
      "refl:, 0.1089446784345727, 0.5681159420289855, 3.5484876711229183, 0.2792846926505535\n",
      "refl:, 0.1089446784345727, 0.56, 3.4977314645183832, 0.2783927047249737\n",
      "refl:, 0.1089446784345727, 0.552112676056338, 3.4484076436699387, 0.2774832537476156\n",
      "refl:, 0.1089446784345727, 0.5444444444444444, 3.4004563821883713, 0.27655440028581263\n",
      "refl:, 0.1089446784345727, 0.536986301369863, 3.353821141510494, 0.2756056895508914\n",
      "refl:, 0.1089446784345727, 0.5297297297297298, 3.3084484479779683, 0.2746385302061814\n",
      "refl:, 0.1089446784345727, 0.5226666666666667, 3.2642876878206, 0.2736526713566295\n",
      "refl:, 0.1089446784345727, 0.5157894736842105, 3.221290918387684, 0.2726460490596169\n",
      "refl:, 0.1089446784345727, 0.509090909090909, 3.1794126941439105, 0.27161844709937716\n",
      "refl:, 0.1089446784345727, 0.5025641025641026, 3.1386099060992034, 0.27057141563726533\n",
      "refl:, 0.1089446784345727, 0.4962025316455696, 3.098841633477275, 0.2695044090077289\n",
      "refl:, 0.1089446784345727, 0.49, 3.060069006547709, 0.2684152052151545\n",
      "refl:, 0.1089446784345727, 0.4839506172839506, 3.0222550796530636, 0.26730394106050426\n",
      "refl:, 0.1089446784345727, 0.47804878048780486, 2.985364713557375, 0.2661722224160734\n",
      "refl:, 0.1089446784345727, 0.47228915662650606, 2.9493644663270095, 0.2650190380989821\n",
      "refl:, 0.1089446784345727, 0.4666666666666667, 2.914222492030252, 0.26384212802287793\n",
      "refl:, 0.1089446784345727, 0.4611764705882353, 2.879908446609464, 0.26264201676437865\n",
      "refl:, 0.1089446784345727, 0.4558139534883721, 2.84639340033999, 0.2614202058647917\n",
      "refl:, 0.1089446784345727, 0.4505747126436782, 2.8136497563440477, 0.26017524659219626\n",
      "refl:, 0.1089446784345727, 0.4454545454545454, 2.7816511746763815, 0.258905029027019\n",
      "refl:, 0.1089446784345727, 0.44044943820224725, 2.750372501542037, 0.2576105253535685\n",
      "refl:, 0.1089446784345727, 0.43555555555555553, 2.719789703245832, 0.256293125487968\n",
      "refl:, 0.1089446784345727, 0.4307692307692308, 2.689879804508449, 0.2549512279458179\n",
      "refl:, 0.1089446784345727, 0.4260869565217391, 2.660620830815881, 0.2535831260087174\n",
      "refl:, 0.1089446784345727, 0.421505376344086, 2.631991754497782, 0.25219031084070415\n",
      "refl:, 0.1089446784345727, 0.41702127659574467, 2.603972444256211, 0.25077428012312447\n",
      "refl:, 0.1089446784345727, 0.4126315789473684, 2.576543617889841, 0.24933314662117714\n",
      "refl:, 0.1089446784345727, 0.4083333333333333, 2.549686797979975, 0.2478653741944476\n",
      "refl:, 0.1089446784345727, 0.4041237113402062, 2.5233842703240543, 0.24637235281997996\n",
      "refl:, 0.1089446784345727, 0.4, 2.4976190449198983, 0.2448541987123429\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.24974540035413878 / 0.24974540035413878 = 1.0\n",
      "field decay(t = 100.01): 6.006906595531682e-14 / 0.24974540035413878 = 2.40521210281106e-13\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "field decay(t = 50.01): 0.24974540044608928 / 0.24974540044608928 = 1.0\n",
      "field decay(t = 100.01): 2.1519308385946042e-11 / 0.24974540044608928 = 8.61649838095467e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.2170602220836629, 0.8, 10.0, 0.2893781746253207\n",
      "refl:, 0.2170602220836629, 0.784, 9.798006528153513, 0.288998732433702\n",
      "refl:, 0.2170602220836629, 0.7686274509803922, 9.604050171837292, 0.2885938951899122\n",
      "refl:, 0.2170602220836629, 0.7538461538461539, 9.417658416993296, 0.28816419107846264\n",
      "refl:, 0.2170602220836629, 0.739622641509434, 9.238395240840497, 0.28770900366948954\n",
      "refl:, 0.2170602220836629, 0.7259259259259259, 9.06585764090149, 0.28722834374816003\n",
      "refl:, 0.2170602220836629, 0.7127272727272727, 8.899672554443574, 0.2867235913729682\n",
      "refl:, 0.2170602220836629, 0.7, 8.739494117841588, 0.28619525258422535\n",
      "refl:, 0.2170602220836629, 0.6877192982456141, 8.585001222725978, 0.28564218452120266\n",
      "refl:, 0.2170602220836629, 0.6758620689655173, 8.435895331947279, 0.2850647891546287\n",
      "refl:, 0.2170602220836629, 0.664406779661017, 8.291898523577625, 0.2844650049217599\n",
      "refl:, 0.2170602220836629, 0.6533333333333333, 8.152751735551202, 0.2838430637467787\n",
      "refl:, 0.2170602220836629, 0.6426229508196721, 8.018213187256704, 0.28319797552226944\n",
      "refl:, 0.2170602220836629, 0.632258064516129, 7.88805695754783, 0.2825306580041294\n",
      "refl:, 0.2170602220836629, 0.6222222222222222, 7.762071701325296, 0.2818429693994039\n",
      "refl:, 0.2170602220836629, 0.6124999999999999, 7.640059489140416, 0.2811345740291295\n",
      "refl:, 0.2170602220836629, 0.6030769230769231, 7.521834756238996, 0.28040433725297315\n",
      "refl:, 0.2170602220836629, 0.593939393939394, 7.407223349155971, 0.27965322172446067\n",
      "refl:, 0.2170602220836629, 0.5850746268656717, 7.296061659428915, 0.2788825653708164\n",
      "refl:, 0.2170602220836629, 0.5764705882352942, 7.188195835257705, 0.27809144849085615\n",
      "refl:, 0.2170602220836629, 0.5681159420289855, 7.083481063027822, 0.2772785981174172\n",
      "refl:, 0.2170602220836629, 0.56, 6.981780911561047, 0.2764449243213644\n",
      "refl:, 0.2170602220836629, 0.552112676056338, 6.882966732780441, 0.2755914805667849\n",
      "refl:, 0.2170602220836629, 0.5444444444444444, 6.786917113194022, 0.27471697321444166\n",
      "refl:, 0.2170602220836629, 0.536986301369863, 6.693517371228444, 0.27382008373306266\n",
      "refl:, 0.2170602220836629, 0.5297297297297298, 6.602659095992853, 0.2729019522035499\n",
      "refl:, 0.2170602220836629, 0.5226666666666667, 6.514239723534344, 0.27196350015165877\n",
      "refl:, 0.2170602220836629, 0.5157894736842105, 6.428162147069652, 0.27100303851505764\n",
      "refl:, 0.2170602220836629, 0.509090909090909, 6.3443343580501015, 0.27001939086671356\n",
      "refl:, 0.2170602220836629, 0.5025641025641026, 6.262669115245526, 0.26901406912439724\n",
      "refl:, 0.2170602220836629, 0.4962025316455696, 6.1830836393232005, 0.2679876733928022\n",
      "refl:, 0.2170602220836629, 0.49, 6.105499330654852, 0.2669381026643071\n",
      "refl:, 0.2170602220836629, 0.4839506172839506, 6.029841508312739, 0.265864537999668\n",
      "refl:, 0.2170602220836629, 0.47804878048780486, 5.956039168418179, 0.26476870360049726\n",
      "refl:, 0.2170602220836629, 0.47228915662650606, 5.884024760185935, 0.26365066570667506\n",
      "refl:, 0.2170602220836629, 0.4666666666666667, 5.813733978168244, 0.26250810411848724\n",
      "refl:, 0.2170602220836629, 0.4611764705882353, 5.745105569345401, 0.26134058873292715\n",
      "refl:, 0.2170602220836629, 0.4558139534883721, 5.678081153837623, 0.26014984735445634\n",
      "refl:, 0.2170602220836629, 0.4505747126436782, 5.612605058127373, 0.25893548643505515\n",
      "refl:, 0.2170602220836629, 0.4454545454545454, 5.5486241597837695, 0.2576951510120501\n",
      "refl:, 0.2170602220836629, 0.44044943820224725, 5.486087742772728, 0.2564288095400968\n",
      "refl:, 0.2170602220836629, 0.43555555555555553, 5.424947362519055, 0.2551382775804875\n",
      "refl:, 0.2170602220836629, 0.4307692307692308, 5.365156719961124, 0.25382296989852066\n",
      "refl:, 0.2170602220836629, 0.4260869565217391, 5.306671543905553, 0.25248068938520546\n",
      "refl:, 0.2170602220836629, 0.421505376344086, 5.249449481049872, 0.2511120329000034\n",
      "refl:, 0.2170602220836629, 0.41702127659574467, 5.19344999309547, 0.2497191778959394\n",
      "refl:, 0.2170602220836629, 0.4126315789473684, 5.138634260422533, 0.2483012320567707\n",
      "refl:, 0.2170602220836629, 0.4083333333333333, 5.08496509184317, 0.2468560224651321\n",
      "refl:, 0.2170602220836629, 0.4041237113402062, 5.032406839989342, 0.24538435149961998\n",
      "refl:, 0.2170602220836629, 0.4, 4.980925321928872, 0.2438873823711191\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.24537918139687384 / 0.24537918139687384 = 1.0\n",
      "field decay(t = 100.01): 1.2755953357084837e-13 / 0.24537918139687384 = 5.198466016745522e-13\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.24537918161848085 / 0.24537918161848085 = 1.0\n",
      "field decay(t = 100.01): 2.2796495621609012e-11 / 0.24537918161848085 = 9.290313657111033e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.3235238063781509, 0.8, 14.999999999999998, 0.28256373042287475\n",
      "refl:, 0.3235238063781509, 0.784, 14.693171512000124, 0.28247093802487827\n",
      "refl:, 0.3235238063781509, 0.7686274509803922, 14.398780921441814, 0.28233355058613946\n",
      "refl:, 0.3235238063781509, 0.7538461538461539, 14.116078899389818, 0.2821545309608155\n",
      "refl:, 0.3235238063781509, 0.739622641509434, 13.844375746673084, 0.2819358770069733\n",
      "refl:, 0.3235238063781509, 0.7259259259259259, 13.583035518835887, 0.2816776835689441\n",
      "refl:, 0.3235238063781509, 0.7127272727272727, 13.331470838933798, 0.28138133257604653\n",
      "refl:, 0.3235238063781509, 0.7, 13.089138305160036, 0.281049646363028\n",
      "refl:, 0.3235238063781509, 0.6877192982456141, 12.855534414514684, 0.28068351331308133\n",
      "refl:, 0.3235238063781509, 0.6758620689655173, 12.630191935533823, 0.28028281405469785\n",
      "refl:, 0.3235238063781509, 0.664406779661017, 12.412676672931594, 0.2798495314094937\n",
      "refl:, 0.3235238063781509, 0.6533333333333333, 12.202584575236058, 0.27938611173524625\n",
      "refl:, 0.3235238063781509, 0.6426229508196721, 11.999539143408532, 0.2788927304404999\n",
      "refl:, 0.3235238063781509, 0.632258064516129, 11.803189104258525, 0.27836932361278227\n",
      "refl:, 0.3235238063781509, 0.6222222222222222, 11.613206317390016, 0.27781781071798484\n",
      "refl:, 0.3235238063781509, 0.6124999999999999, 11.429283888592414, 0.27723982281143944\n",
      "refl:, 0.3235238063781509, 0.6030769230769231, 11.25113446614539, 0.27663483656101373\n",
      "refl:, 0.3235238063781509, 0.593939393939394, 11.078488699542484, 0.2760025164435567\n",
      "refl:, 0.3235238063781509, 0.5850746268656717, 10.91109384273803, 0.27534443882671783\n",
      "refl:, 0.3235238063781509, 0.5764705882352942, 10.748712486253877, 0.2746616477877146\n",
      "refl:, 0.3235238063781509, 0.5681159420289855, 10.591121404404543, 0.2739530013321228\n",
      "refl:, 0.3235238063781509, 0.56, 10.438110505558328, 0.27321798287921667\n",
      "refl:, 0.3235238063781509, 0.552112676056338, 10.289481874787974, 0.2724582796019277\n",
      "refl:, 0.3235238063781509, 0.5444444444444444, 10.145048899510067, 0.27167450266463894\n",
      "refl:, 0.3235238063781509, 0.536986301369863, 10.004635469795673, 0.2708649570485523\n",
      "refl:, 0.3235238063781509, 0.5297297297297298, 9.868075245978739, 0.27002944005333146\n",
      "refl:, 0.3235238063781509, 0.5226666666666667, 9.735210987013529, 0.2691698987799361\n",
      "refl:, 0.3235238063781509, 0.5157894736842105, 9.60589393375409, 0.26828628327229254\n",
      "refl:, 0.3235238063781509, 0.509090909090909, 9.479983241961918, 0.2673766390145325\n",
      "refl:, 0.3235238063781509, 0.5025641025641026, 9.3573454604044, 0.266441343276572\n",
      "refl:, 0.3235238063781509, 0.4962025316455696, 9.237854049896542, 0.2654822435375998\n",
      "refl:, 0.3235238063781509, 0.49, 9.121388939570695, 0.26449858196569564\n",
      "refl:, 0.3235238063781509, 0.4839506172839506, 9.00783611704105, 0.2634884799544352\n",
      "refl:, 0.3235238063781509, 0.47804878048780486, 8.897087249467761, 0.26245270185974406\n",
      "refl:, 0.3235238063781509, 0.47228915662650606, 8.789039332825531, 0.26139274110511584\n",
      "refl:, 0.3235238063781509, 0.4666666666666667, 8.683594366947904, 0.26030735036150837\n",
      "refl:, 0.3235238063781509, 0.4611764705882353, 8.5806590541555, 0.2591947457863499\n",
      "refl:, 0.3235238063781509, 0.4558139534883721, 8.480144519487721, 0.25805589551088276\n",
      "refl:, 0.3235238063781509, 0.4505747126436782, 8.381966050745921, 0.256892047194308\n",
      "refl:, 0.3235238063781509, 0.4454545454545454, 8.286042856724524, 0.2557015480946698\n",
      "refl:, 0.3235238063781509, 0.44044943820224725, 8.192297842157469, 0.2544827165503608\n",
      "refl:, 0.3235238063781509, 0.43555555555555553, 8.100657398042404, 0.25323697315876975\n",
      "refl:, 0.3235238063781509, 0.4307692307692308, 8.011051206126568, 0.25196549708688976\n",
      "refl:, 0.3235238063781509, 0.4260869565217391, 7.923412056447124, 0.2506663282693837\n",
      "refl:, 0.3235238063781509, 0.421505376344086, 7.837675676917115, 0.2493383700330171\n",
      "refl:, 0.3235238063781509, 0.41702127659574467, 7.753780574036344, 0.24798388324916928\n",
      "refl:, 0.3235238063781509, 0.4126315789473684, 7.671667883886533, 0.24660386238549814\n",
      "refl:, 0.3235238063781509, 0.4083333333333333, 7.591281232641979, 0.2451961050843521\n",
      "refl:, 0.3235238063781509, 0.4041237113402062, 7.512566605892175, 0.2437600099079589\n",
      "refl:, 0.3235238063781509, 0.4, 7.435472226131853, 0.24229747168145319\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "field decay(t = 50.01): 0.23946072431081186 / 0.23946072431081186 = 1.0\n",
      "field decay(t = 100.01): 2.143367304660103e-13 / 0.23946072431081186 = 8.950809410724429e-13\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.23946072470582727 / 0.23946072470582727 = 1.0\n",
      "field decay(t = 100.01): 2.2924410648414684e-11 / 0.23946072470582727 = 9.573348897434795e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.4275251791570859, 0.8, 20.0, 0.27287026974445927\n",
      "refl:, 0.4275251791570859, 0.784, 19.583468236198428, 0.2732024101218738\n",
      "refl:, 0.4275251791570859, 0.7686274509803922, 19.184283570762837, 0.2734622444200681\n",
      "refl:, 0.4275251791570859, 0.7538461538461539, 18.80136282780684, 0.27365329059595683\n",
      "refl:, 0.4275251791570859, 0.739622641509434, 18.433712921276232, 0.27378076185161915\n",
      "refl:, 0.4275251791570859, 0.7259259259259259, 18.080421505473552, 0.27384851240423785\n",
      "refl:, 0.4275251791570859, 0.7127272727272727, 17.74064878668832, 0.2738584846379507\n",
      "refl:, 0.4275251791570859, 0.7, 17.413620328364388, 0.27381376974644933\n",
      "refl:, 0.4275251791570859, 0.6877192982456141, 17.098620709730763, 0.27371850538265774\n",
      "refl:, 0.4275251791570859, 0.6758620689655173, 16.794987920274295, 0.2735750966910372\n",
      "refl:, 0.4275251791570859, 0.664406779661017, 16.50210839086207, 0.2733847949229058\n",
      "refl:, 0.4275251791570859, 0.6533333333333333, 16.21941257752279, 0.2731503266875855\n",
      "refl:, 0.4275251791570859, 0.6426229508196721, 15.946371026493122, 0.2728749017452174\n",
      "refl:, 0.4275251791570859, 0.632258064516129, 15.682490859619808, 0.2725596258354739\n",
      "refl:, 0.4275251791570859, 0.6222222222222222, 15.427312627971409, 0.2722049153191827\n",
      "refl:, 0.4275251791570859, 0.6124999999999999, 15.18040748886694, 0.2718130795196188\n",
      "refl:, 0.4275251791570859, 0.6030769230769231, 14.941374667722823, 0.2713863599041548\n",
      "refl:, 0.4275251791570859, 0.593939393939394, 14.709839171355561, 0.2709245158308668\n",
      "refl:, 0.4275251791570859, 0.5850746268656717, 14.485449723819883, 0.2704275378957415\n",
      "refl:, 0.4275251791570859, 0.5764705882352942, 14.267876899642369, 0.26989771202120866\n",
      "refl:, 0.4275251791570859, 0.5681159420289855, 14.056811432538773, 0.26933628796739983\n",
      "refl:, 0.4275251791570859, 0.56, 13.851962680467771, 0.26874214027712073\n",
      "refl:, 0.4275251791570859, 0.552112676056338, 13.653057230248155, 0.2681155761222093\n",
      "refl:, 0.4275251791570859, 0.5444444444444444, 13.459837627011849, 0.2674588673074579\n",
      "refl:, 0.4275251791570859, 0.536986301369863, 13.272061215531336, 0.2667723151469476\n",
      "refl:, 0.4275251791570859, 0.5297297297297298, 13.089499081989581, 0.26605454446111854\n",
      "refl:, 0.4275251791570859, 0.5226666666666667, 12.911935086088024, 0.2653063511402134\n",
      "refl:, 0.4275251791570859, 0.5157894736842105, 12.73916497454351, 0.2645297343354968\n",
      "refl:, 0.4275251791570859, 0.509090909090909, 12.570995568032437, 0.2637242645202348\n",
      "refl:, 0.4275251791570859, 0.5025641025641026, 12.407244014521105, 0.2628885752055156\n",
      "refl:, 0.4275251791570859, 0.4962025316455696, 12.247737102692609, 0.26202377900308255\n",
      "refl:, 0.4275251791570859, 0.49, 12.092310629857906, 0.2611315306153532\n",
      "refl:, 0.4275251791570859, 0.4839506172839506, 11.94080881933422, 0.2602107728685866\n",
      "refl:, 0.4275251791570859, 0.47804878048780486, 11.793083782798943, 0.25926014291141586\n",
      "refl:, 0.4275251791570859, 0.47228915662650606, 11.648995023590732, 0.25828106391345235\n",
      "refl:, 0.4275251791570859, 0.4666666666666667, 11.508408977339421, 0.25727477704208235\n",
      "refl:, 0.4275251791570859, 0.4611764705882353, 11.37119858666983, 0.2562395153461572\n",
      "refl:, 0.4275251791570859, 0.4558139534883721, 11.23724290704701, 0.2551740956437644\n",
      "refl:, 0.4275251791570859, 0.4505747126436782, 11.106426741117268, 0.2540803028372474\n",
      "refl:, 0.4275251791570859, 0.4454545454545454, 10.978640299154753, 0.25295873317085843\n",
      "refl:, 0.4275251791570859, 0.44044943820224725, 10.853778883451254, 0.2518070732573948\n",
      "refl:, 0.4275251791570859, 0.43555555555555553, 10.731742594690267, 0.2506247305646683\n",
      "refl:, 0.4275251791570859, 0.4307692307692308, 10.61243605852877, 0.249413825082604\n",
      "refl:, 0.4275251791570859, 0.4260869565217391, 10.495768170772996, 0.2481743775271508\n",
      "refl:, 0.4275251791570859, 0.421505376344086, 10.381651859681224, 0.24690419443990608\n",
      "refl:, 0.4275251791570859, 0.41702127659574467, 10.270003864057921, 0.2456037441531416\n",
      "refl:, 0.4275251791570859, 0.4126315789473684, 10.160744525922071, 0.24427554305470142\n",
      "refl:, 0.4275251791570859, 0.4083333333333333, 10.053797596639106, 0.2429193465329389\n",
      "refl:, 0.4275251791570859, 0.4041237113402062, 9.949090055502005, 0.24153322642643202\n",
      "refl:, 0.4275251791570859, 0.4, 9.846551939834079, 0.2401180039660742\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.23217567515545764 / 0.23217567515545764 = 1.0\n",
      "field decay(t = 100.01): 3.1895846890533654e-13 / 0.23217567515545764 = 1.3737807317315728e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.23217567572617967 / 0.23217567572617967 = 1.0\n",
      "field decay(t = 100.01): 2.511386584143695e-11 / 0.23217567572617967 = 1.0816751480484724e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.5282728271758743, 0.8, 25.0, 0.2601481976279196\n",
      "refl:, 0.5282728271758743, 0.784, 24.46679999189225, 0.2610696372423531\n",
      "refl:, 0.5282728271758743, 0.7686274509803922, 23.95662859236144, 0.2618770325163737\n",
      "refl:, 0.5282728271758743, 0.7538461538461539, 23.467975961566616, 0.2625788276586943\n",
      "refl:, 0.5282728271758743, 0.739622641509434, 22.99946566139384, 0.2631817618626755\n",
      "refl:, 0.5282728271758743, 0.7259259259259259, 22.54983979533518, 0.2636926798419164\n",
      "refl:, 0.5282728271758743, 0.7127272727272727, 22.117946146436154, 0.2641189902441729\n",
      "refl:, 0.5282728271758743, 0.7, 21.70272699899909, 0.2644658127354963\n",
      "refl:, 0.5282728271758743, 0.6877192982456141, 21.303209386217617, 0.26473707694833154\n",
      "refl:, 0.5282728271758743, 0.6758620689655173, 20.91849655102253, 0.26493869102120726\n",
      "refl:, 0.5282728271758743, 0.664406779661017, 20.54776044367494, 0.26507564513451415\n",
      "refl:, 0.5282728271758743, 0.6533333333333333, 20.19023510896709, 0.2651500052068409\n",
      "refl:, 0.5282728271758743, 0.6426229508196721, 19.84521083974841, 0.26516501686911953\n",
      "refl:, 0.5282728271758743, 0.632258064516129, 19.51202899301187, 0.26512536746580095\n",
      "refl:, 0.5282728271758743, 0.6222222222222222, 19.190077380825585, 0.26503310672375896\n",
      "refl:, 0.5282728271758743, 0.6124999999999999, 18.878786161658894, 0.26488908132632305\n",
      "refl:, 0.5282728271758743, 0.6030769230769231, 18.577624168665142, 0.26469630209606193\n",
      "refl:, 0.5282728271758743, 0.593939393939394, 18.28609562066815, 0.26445767784614754\n",
      "refl:, 0.5282728271758743, 0.5850746268656717, 18.003737169291743, 0.26417370471931184\n",
      "refl:, 0.5282728271758743, 0.5764705882352942, 17.730115242139682, 0.26384505077481407\n",
      "refl:, 0.5282728271758743, 0.5681159420289855, 17.46482364739322, 0.26347427561024556\n",
      "refl:, 0.5282728271758743, 0.56, 17.207481409818527, 0.26306325708398504\n",
      "refl:, 0.5282728271758743, 0.552112676056338, 16.957730812108316, 0.262611771262809\n",
      "refl:, 0.5282728271758743, 0.5444444444444444, 16.715235618835717, 0.2621203557572436\n",
      "refl:, 0.5282728271758743, 0.536986301369863, 16.479679463167955, 0.2615915488530281\n",
      "refl:, 0.5282728271758743, 0.5297297297297298, 16.250764378950514, 0.26102646172552363\n",
      "refl:, 0.5282728271758743, 0.5226666666666667, 16.028209462892256, 0.26042407309811766\n",
      "refl:, 0.5282728271758743, 0.5157894736842105, 15.811749653412038, 0.25978529806673434\n",
      "refl:, 0.5282728271758743, 0.509090909090909, 15.60113461429131, 0.2591127130188696\n",
      "refl:, 0.5282728271758743, 0.5025641025641026, 15.396127712651408, 0.25840617419006323\n",
      "refl:, 0.5282728271758743, 0.4962025316455696, 15.196505081970068, 0.2576643632602327\n",
      "refl:, 0.5282728271758743, 0.49, 15.002054761894165, 0.2568889467859571\n",
      "refl:, 0.5282728271758743, 0.4839506172839506, 14.81257590751694, 0.2560818324629057\n",
      "refl:, 0.5282728271758743, 0.47804878048780486, 14.627878061586326, 0.2552417285733339\n",
      "refl:, 0.5282728271758743, 0.47228915662650606, 14.44778048381156, 0.25436772779199046\n",
      "refl:, 0.5282728271758743, 0.4666666666666667, 14.272111532051735, 0.2534618054882236\n",
      "refl:, 0.5282728271758743, 0.4611764705882353, 14.100708090713411, 0.2525248442883521\n",
      "refl:, 0.5282728271758743, 0.4558139534883721, 13.933415042164041, 0.25155500702726324\n",
      "refl:, 0.5282728271758743, 0.4505747126436782, 13.770084777392734, 0.25055182001671567\n",
      "refl:, 0.5282728271758743, 0.4454545454545454, 13.610576742526133, 0.24951717022490025\n",
      "refl:, 0.5282728271758743, 0.44044943820224725, 13.454757018141454, 0.24845117408859577\n",
      "refl:, 0.5282728271758743, 0.43555555555555553, 13.30249792861589, 0.24735169966979012\n",
      "refl:, 0.5282728271758743, 0.4307692307692308, 13.153677679016674, 0.2462187296769865\n",
      "refl:, 0.5282728271758743, 0.4260869565217391, 13.008180017272103, 0.24505436171970374\n",
      "refl:, 0.5282728271758743, 0.421505376344086, 12.865893919575512, 0.24385825418409707\n",
      "refl:, 0.5282728271758743, 0.41702127659574467, 12.726713297162874, 0.2426284381212972\n",
      "refl:, 0.5282728271758743, 0.4126315789473684, 12.590536722774571, 0.24136614460408662\n",
      "refl:, 0.5282728271758743, 0.4083333333333333, 12.457267175263851, 0.24007405600657153\n",
      "refl:, 0.5282728271758743, 0.4041237113402062, 12.326811800951434, 0.238751417728497\n",
      "refl:, 0.5282728271758743, 0.4, 12.199081690448809, 0.2373967326334257\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "field decay(t = 50.01): 0.22375100718842 / 0.22375100718842 = 1.0\n",
      "field decay(t = 100.01): 4.4054832270861915e-13 / 0.22375100718842 = 1.9689221883038714e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.22375100783149995 / 0.22375100783149995 = 1.0\n",
      "field decay(t = 100.01): 2.604590852088861e-11 / 0.22375100783149995 = 1.1640577074183724e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.6249999999999999, 0.8, 29.999999999999993, 0.2442050337697129\n",
      "refl:, 0.6249999999999999, 0.784, 29.34058157502373, 0.24592026654412946\n",
      "refl:, 0.6249999999999999, 0.7686274509803922, 28.711017527148794, 0.2474593095717218\n",
      "refl:, 0.6249999999999999, 0.7538461538461539, 28.10922128260952, 0.24883736533494075\n",
      "refl:, 0.6249999999999999, 0.739622641509434, 27.53330580109674, 0.25006920079221073\n",
      "refl:, 0.6249999999999999, 0.7259259259259259, 26.98155921981659, 0.25116546178265714\n",
      "refl:, 0.6249999999999999, 0.7127272727272727, 26.452424118557172, 0.2521360799590939\n",
      "refl:, 0.6249999999999999, 0.7, 25.944479772370002, 0.2529918131418104\n",
      "refl:, 0.6249999999999999, 0.6877192982456141, 25.45642688540588, 0.2537410511682661\n",
      "refl:, 0.6249999999999999, 0.6758620689655173, 24.98707439783817, 0.2543901348468849\n",
      "refl:, 0.6249999999999999, 0.664406779661017, 24.53532803474182, 0.2549460427718285\n",
      "refl:, 0.6249999999999999, 0.6533333333333333, 24.10018032643974, 0.25541571682136277\n",
      "refl:, 0.6249999999999999, 0.6426229508196721, 23.680701877992792, 0.25580383669879514\n",
      "refl:, 0.6249999999999999, 0.632258064516129, 23.276033704033082, 0.2561140687592272\n",
      "refl:, 0.6249999999999999, 0.6222222222222222, 22.885380476158563, 0.2563515425795029\n",
      "refl:, 0.6249999999999999, 0.6124999999999999, 22.508004555237044, 0.2565208309064006\n",
      "refl:, 0.6249999999999999, 0.6030769230769231, 22.14322070144805, 0.2566238743420462\n",
      "refl:, 0.6249999999999999, 0.593939393939394, 21.79039137167391, 0.25666334314703\n",
      "refl:, 0.6249999999999999, 0.5850746268656717, 21.448922527676533, 0.256643740595326\n",
      "refl:, 0.6249999999999999, 0.5764705882352942, 21.118259889941786, 0.25656730578199227\n",
      "refl:, 0.6249999999999999, 0.5681159420289855, 20.797885581592283, 0.25643465337781024\n",
      "refl:, 0.6249999999999999, 0.56, 20.487315114722662, 0.256248873599916\n",
      "refl:, 0.6249999999999999, 0.552112676056338, 20.186094678183196, 0.25601329709669296\n",
      "refl:, 0.6249999999999999, 0.5444444444444444, 19.89379869145801, 0.25572829145150733\n",
      "refl:, 0.6249999999999999, 0.536986301369863, 19.610027594036424, 0.255394616552182\n",
      "refl:, 0.6249999999999999, 0.5297297297297298, 19.33440584370919, 0.2550154350698738\n",
      "refl:, 0.6249999999999999, 0.5226666666666667, 19.066580100655866, 0.25459252830565576\n",
      "refl:, 0.6249999999999999, 0.5157894736842105, 18.806217577124535, 0.25412542518907427\n",
      "refl:, 0.6249999999999999, 0.509090909090909, 18.553004535020655, 0.2536152551480315\n",
      "refl:, 0.6249999999999999, 0.5025641025641026, 18.306644915884704, 0.2530647648651237\n",
      "refl:, 0.6249999999999999, 0.4962025316455696, 18.066859089603533, 0.25247451149799194\n",
      "refl:, 0.6249999999999999, 0.49, 17.833382709813034, 0.251843602956665\n",
      "refl:, 0.6249999999999999, 0.4839506172839506, 17.605965665348197, 0.25117351956545597\n",
      "refl:, 0.6249999999999999, 0.47804878048780486, 17.38437111831227, 0.2504665488589744\n",
      "refl:, 0.6249999999999999, 0.47228915662650606, 17.168374620396104, 0.2497220477831976\n",
      "refl:, 0.6249999999999999, 0.4666666666666667, 16.957763300004142, 0.24893902021832587\n",
      "refl:, 0.6249999999999999, 0.4611764705882353, 16.752335113553887, 0.24811948817045582\n",
      "refl:, 0.6249999999999999, 0.4558139534883721, 16.551898155026578, 0.24726486187036864\n",
      "refl:, 0.6249999999999999, 0.4505747126436782, 16.35627001847215, 0.24637335126615545\n",
      "refl:, 0.6249999999999999, 0.4454545454545454, 16.165277208722518, 0.24544445758208924\n",
      "refl:, 0.6249999999999999, 0.44044943820224725, 15.978754596053776, 0.24448044797494067\n",
      "refl:, 0.6249999999999999, 0.43555555555555553, 15.796544910968182, 0.24348141406546195\n",
      "refl:, 0.6249999999999999, 0.4307692307692308, 15.618498275648548, 0.24244508607372425\n",
      "refl:, 0.6249999999999999, 0.4260869565217391, 15.44447176897603, 0.24137187009594935\n",
      "refl:, 0.6249999999999999, 0.421505376344086, 15.274329022304034, 0.2402639528246127\n",
      "refl:, 0.6249999999999999, 0.41702127659574467, 15.107939843449019, 0.23912065251888115\n",
      "refl:, 0.6249999999999999, 0.4126315789473684, 14.94517986659885, 0.23794038016947253\n",
      "refl:, 0.6249999999999999, 0.4083333333333333, 14.78593022605342, 0.23672496742401775\n",
      "refl:, 0.6249999999999999, 0.4041237113402062, 14.630077251904048, 0.23547697979370008\n",
      "refl:, 0.6249999999999999, 0.4, 14.477512185929921, 0.23419574038931623\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.2144470639002981 / 0.2144470639002981 = 1.0\n",
      "field decay(t = 100.01): 5.749510870152026e-13 / 0.2144470639002981 = 2.6810863089387505e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.21444706445458073 / 0.21444706445458073 = 1.0\n",
      "field decay(t = 100.01): 2.737725032991902e-11 / 0.21444706445458073 = 1.276643744205575e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.7169705454388076, 0.8, 35.0, 0.22482605012853205\n",
      "refl:, 0.7169705454388076, 0.784, 34.201491482224874, 0.2275879297659293\n",
      "refl:, 0.7169705454388076, 0.7686274509803922, 33.4413597291606, 0.2300861771421993\n",
      "refl:, 0.7169705454388076, 0.7538461538461539, 32.71669424141867, 0.23234663839124975\n",
      "refl:, 0.7169705454388076, 0.739622641509434, 32.02489215108529, 0.2343911194485937\n",
      "refl:, 0.7169705454388076, 0.7259259259259259, 31.363616172201723, 0.23623793864435802\n",
      "refl:, 0.7169705454388076, 0.7127272727272727, 30.73075960358516, 0.23790584943527182\n",
      "refl:, 0.7169705454388076, 0.7, 30.12441698853809, 0.2394088473062314\n",
      "refl:, 0.7169705454388076, 0.6877192982456141, 29.542859352190995, 0.24075882698160853\n",
      "refl:, 0.7169705454388076, 0.6758620689655173, 28.984513173223203, 0.24196961848162934\n",
      "refl:, 0.7169705454388076, 0.664406779661017, 28.447942424882076, 0.24305087670480616\n",
      "refl:, 0.7169705454388076, 0.6533333333333333, 27.931833156170086, 0.24400999332366932\n",
      "refl:, 0.7169705454388076, 0.6426229508196721, 27.43498018882287, 0.24485687989558083\n",
      "refl:, 0.7169705454388076, 0.632258064516129, 26.95627558715663, 0.24559913215899493\n",
      "refl:, 0.7169705454388076, 0.6222222222222222, 26.49469862174186, 0.246241502598612\n",
      "refl:, 0.7169705454388076, 0.6124999999999999, 26.049306998353728, 0.24679042717466868\n",
      "refl:, 0.7169705454388076, 0.6030769230769231, 25.619229163859046, 0.2472523465378225\n",
      "refl:, 0.7169705454388076, 0.593939393939394, 25.20365753294407, 0.24763123330505407\n",
      "refl:, 0.7169705454388076, 0.5850746268656717, 24.80184250561243, 0.24793067603660995\n",
      "refl:, 0.7169705454388076, 0.5764705882352942, 24.41308716651858, 0.24815554480891827\n",
      "refl:, 0.7169705454388076, 0.5681159420289855, 24.036742574466203, 0.24831017863638788\n",
      "refl:, 0.7169705454388076, 0.56, 23.672203564580393, 0.24839671574872801\n",
      "refl:, 0.7169705454388076, 0.552112676056338, 23.318904997368072, 0.24841768322180216\n",
      "refl:, 0.7169705454388076, 0.5444444444444444, 22.976318398592397, 0.24837749388988659\n",
      "refl:, 0.7169705454388076, 0.536986301369863, 22.643948941980693, 0.24827859346807957\n",
      "refl:, 0.7169705454388076, 0.5297297297297298, 22.321332733561132, 0.24812142120897318\n",
      "refl:, 0.7169705454388076, 0.5226666666666667, 22.008034362119382, 0.24790902685773963\n",
      "refl:, 0.7169705454388076, 0.5157894736842105, 21.703644685073712, 0.24764492885992392\n",
      "refl:, 0.7169705454388076, 0.509090909090909, 21.407778823139967, 0.24732917319523862\n",
      "refl:, 0.7169705454388076, 0.5025641025641026, 21.120074340620857, 0.24696243326222161\n",
      "refl:, 0.7169705454388076, 0.4962025316455696, 20.840189591108683, 0.24654821236606225\n",
      "refl:, 0.7169705454388076, 0.49, 20.56780221092012, 0.246087935342834\n",
      "refl:, 0.7169705454388076, 0.4839506172839506, 20.302607744753697, 0.2455807741452668\n",
      "refl:, 0.7169705454388076, 0.47804878048780486, 20.044318389931625, 0.24502832199568722\n",
      "refl:, 0.7169705454388076, 0.47228915662650606, 19.79266184720379, 0.24443328421700983\n",
      "refl:, 0.7169705454388076, 0.4666666666666667, 19.54738026749198, 0.24379556106465222\n",
      "refl:, 0.7169705454388076, 0.4611764705882353, 19.308229285168313, 0.24311440973651832\n",
      "refl:, 0.7169705454388076, 0.4558139534883721, 19.07497712952083, 0.2423917032614313\n",
      "refl:, 0.7169705454388076, 0.4505747126436782, 18.847403806983923, 0.24162921270758458\n",
      "refl:, 0.7169705454388076, 0.4454545454545454, 18.62530034751981, 0.24082577322829152\n",
      "refl:, 0.7169705454388076, 0.44044943820224725, 18.408468109247096, 0.23998068018388435\n",
      "refl:, 0.7169705454388076, 0.43555555555555553, 18.196718136035763, 0.23909605307915388\n",
      "refl:, 0.7169705454388076, 0.4307692307692308, 17.98987056333767, 0.23817255818097147\n",
      "refl:, 0.7169705454388076, 0.4260869565217391, 17.787754068005896, 0.23720797538105634\n",
      "refl:, 0.7169705454388076, 0.421505376344086, 17.590205358285754, 0.236202366418755\n",
      "refl:, 0.7169705454388076, 0.41702127659574467, 17.39706870053973, 0.23515820136339463\n",
      "refl:, 0.7169705454388076, 0.4126315789473684, 17.20819547960629, 0.2340750107196232\n",
      "refl:, 0.7169705454388076, 0.4083333333333333, 17.02344378999232, 0.2329510888033509\n",
      "refl:, 0.7169705454388076, 0.4041237113402062, 16.842678055366356, 0.23178864386805378\n",
      "refl:, 0.7169705454388076, 0.4, 16.665768674058118, 0.2305906700422077\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "field decay(t = 50.01): 0.20454876789491885 / 0.20454876789491885 = 1.0\n",
      "field decay(t = 100.01): 7.178635175771892e-13 / 0.20454876789491885 = 3.509498125874663e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.20454876813558592 / 0.20454876813558592 = 1.0\n",
      "field decay(t = 100.01): 2.8174572450318613e-11 / 0.20454876813558592 = 1.3774012284270024e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.8034845121081741, 0.8, 39.99999999999999, 0.20179462162966672\n",
      "refl:, 0.8034845121081741, 0.784, 39.04509528455022, 0.2059250719323383\n",
      "refl:, 0.8034845121081741, 0.7686274509803922, 38.139646206191365, 0.20966397204966036\n",
      "refl:, 0.8034845121081741, 0.7538461538461539, 37.27949726994566, 0.21305427397378518\n",
      "refl:, 0.8034845121081741, 0.739622641509434, 36.46098976062103, 0.21613269723029083\n",
      "refl:, 0.8034845121081741, 0.7259259259259259, 35.680884053707004, 0.21892741270212848\n",
      "refl:, 0.8034845121081741, 0.7127272727272727, 34.93629688867566, 0.22146683922801672\n",
      "refl:, 0.8034845121081741, 0.7, 34.22465020933728, 0.22377279980470224\n",
      "refl:, 0.8034845121081741, 0.6877192982456141, 33.54362905484555, 0.22586624586940138\n",
      "refl:, 0.8034845121081741, 0.6758620689655173, 32.89114661043291, 0.22776517254801126\n",
      "refl:, 0.8034845121081741, 0.664406779661017, 32.265314978971055, 0.2294835019692795\n",
      "refl:, 0.8034845121081741, 0.6533333333333333, 31.664420565727855, 0.2310373437439053\n",
      "refl:, 0.8034845121081741, 0.6426229508196721, 31.086903214629274, 0.23243828166083527\n",
      "refl:, 0.8034845121081741, 0.632258064516129, 30.531338419096144, 0.23369542692345546\n",
      "refl:, 0.8034845121081741, 0.6222222222222222, 29.996422070856152, 0.2348212532271984\n",
      "refl:, 0.8034845121081741, 0.6124999999999999, 29.480957317802616, 0.23582404434823864\n",
      "refl:, 0.8034845121081741, 0.6030769230769231, 28.983843185365757, 0.23670970324155213\n",
      "refl:, 0.8034845121081741, 0.593939393939394, 28.504064681021994, 0.2374874618810027\n",
      "refl:, 0.8034845121081741, 0.5850746268656717, 28.0406841528977, 0.23816414677923553\n",
      "refl:, 0.8034845121081741, 0.5764705882352942, 27.592833714170844, 0.2387438174110003\n",
      "refl:, 0.8034845121081741, 0.5681159420289855, 27.159708577552564, 0.239232508084756\n",
      "refl:, 0.8034845121081741, 0.56, 26.740561170354134, 0.23963612123153596\n",
      "refl:, 0.8034845121081741, 0.552112676056338, 26.33469592188663, 0.23995828312103898\n",
      "refl:, 0.8034845121081741, 0.5444444444444444, 25.94146463225064, 0.24020224568501714\n",
      "refl:, 0.8034845121081741, 0.536986301369863, 25.560262345758233, 0.24037244343095185\n",
      "refl:, 0.8034845121081741, 0.5297297297297298, 25.190523663916437, 0.2404730149043355\n",
      "refl:, 0.8034845121081741, 0.5226666666666667, 24.831719442577725, 0.2405057199519815\n",
      "refl:, 0.8034845121081741, 0.5157894736842105, 24.483353825914165, 0.24047273277761147\n",
      "refl:, 0.8034845121081741, 0.509090909090909, 24.144961576600384, 0.2403784518025041\n",
      "refl:, 0.8034845121081741, 0.5025641025641026, 23.816105667237974, 0.24022489861203003\n",
      "refl:, 0.8034845121081741, 0.4962025316455696, 23.496375102814216, 0.24001212440412875\n",
      "refl:, 0.8034845121081741, 0.49, 23.185382948015043, 0.2397434129524054\n",
      "refl:, 0.8034845121081741, 0.4839506172839506, 22.882764536632674, 0.2394219863711472\n",
      "refl:, 0.8034845121081741, 0.47804878048780486, 22.58817584322306, 0.23904730465890137\n",
      "refl:, 0.8034845121081741, 0.47228915662650606, 22.301291999661412, 0.23862033792003395\n",
      "refl:, 0.8034845121081741, 0.4666666666666667, 22.021805941382443, 0.23814466238694304\n",
      "refl:, 0.8034845121081741, 0.4611764705882353, 21.749427169932794, 0.23762099874005177\n",
      "refl:, 0.8034845121081741, 0.4558139534883721, 21.483880620051718, 0.23704845905896132\n",
      "refl:, 0.8034845121081741, 0.4505747126436782, 21.224905620871482, 0.2364290006894749\n",
      "refl:, 0.8034845121081741, 0.4454545454545454, 20.972254942022712, 0.23576489053070165\n",
      "refl:, 0.8034845121081741, 0.44044943820224725, 20.725693916468796, 0.23505540516189377\n",
      "refl:, 0.8034845121081741, 0.43555555555555553, 20.48499963280006, 0.23429986728741037\n",
      "refl:, 0.8034845121081741, 0.4307692307692308, 20.249960190511292, 0.23350021386178307\n",
      "refl:, 0.8034845121081741, 0.4260869565217391, 20.020374012481035, 0.23265749904183425\n",
      "refl:, 0.8034845121081741, 0.421505376344086, 19.79604920948226, 0.23176986721335244\n",
      "refl:, 0.8034845121081741, 0.41702127659574467, 19.576802992091316, 0.23083693098169072\n",
      "refl:, 0.8034845121081741, 0.4126315789473684, 19.362461125837058, 0.22986107450928206\n",
      "refl:, 0.8034845121081741, 0.4083333333333333, 19.15285742585141, 0.2288423958877941\n",
      "refl:, 0.8034845121081741, 0.4041237113402062, 18.9478332876545, 0.22777913143869027\n",
      "refl:, 0.8034845121081741, 0.4, 18.747237251037504, 0.22667336344348024\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1943564114319847 / 0.1943564114319847 = 1.0\n",
      "field decay(t = 100.01): 8.613369505850488e-13 / 0.1943564114319847 = 4.431739319731548e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1943564112167818 / 0.1943564112167818 = 1.0\n",
      "field decay(t = 100.01): 2.929219089217826e-11 / 0.1943564112167818 = 1.5071378766870859e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.8838834764831843, 0.8, 44.99999999999999, 0.1749506546010766\n",
      "refl:, 0.8838834764831843, 0.784, 43.865246854678944, 0.18084614262894314\n",
      "refl:, 0.8838834764831843, 0.7686274509803922, 42.79498686880298, 0.18616490888473136\n",
      "refl:, 0.8838834764831843, 0.7538461538461539, 41.78306957363623, 0.1909834896778329\n",
      "refl:, 0.8838834764831843, 0.739622641509434, 40.82419653278361, 0.1953532231998348\n",
      "refl:, 0.8838834764831843, 0.7259259259259259, 39.913765803587594, 0.19932045676242707\n",
      "refl:, 0.8838834764831843, 0.7127272727272727, 39.047751315763335, 0.20293092176670602\n",
      "refl:, 0.8838834764831843, 0.7, 38.2226079814105, 0.20621465898807328\n",
      "refl:, 0.8838834764831843, 0.6877192982456141, 37.435196089128915, 0.20920558346668153\n",
      "refl:, 0.8838834764831843, 0.6758620689655173, 36.682720369951866, 0.21192936258982145\n",
      "refl:, 0.8838834764831843, 0.664406779661017, 35.962680378531154, 0.2144091185242741\n",
      "refl:, 0.8838834764831843, 0.6533333333333333, 35.272829708778914, 0.21666666414632094\n",
      "refl:, 0.8838834764831843, 0.6426229508196721, 34.61114218453038, 0.2187182335956619\n",
      "refl:, 0.8838834764831843, 0.632258064516129, 33.975783613579615, 0.22058228827610923\n",
      "refl:, 0.8838834764831843, 0.6222222222222222, 33.36508802077569, 0.22227211810191635\n",
      "refl:, 0.8838834764831843, 0.6124999999999999, 32.77753751829758, 0.22379917822267162\n",
      "refl:, 0.8838834764831843, 0.6030769230769231, 32.21174515294742, 0.225178014297656\n",
      "refl:, 0.8838834764831843, 0.593939393939394, 31.666440208036935, 0.22641701701757366\n",
      "refl:, 0.8838834764831843, 0.5850746268656717, 31.14045554291693, 0.22752429105750807\n",
      "refl:, 0.8838834764831843, 0.5764705882352942, 30.6327166347442, 0.22851103000945724\n",
      "refl:, 0.8838834764831843, 0.5681159420289855, 30.142232050688204, 0.2293833309292736\n",
      "refl:, 0.8838834764831843, 0.56, 29.66808512880701, 0.23014665030198314\n",
      "refl:, 0.8838834764831843, 0.552112676056338, 29.20942668547734, 0.2308091072410071\n",
      "refl:, 0.8838834764831843, 0.5444444444444444, 28.765468598924116, 0.23137604508998047\n",
      "refl:, 0.8838834764831843, 0.536986301369863, 28.33547814384704, 0.23185120425684555\n",
      "refl:, 0.8838834764831843, 0.5297297297297298, 27.91877297273401, 0.23223967284122596\n",
      "refl:, 0.8838834764831843, 0.5226666666666667, 27.514716656212954, 0.23254649427327514\n",
      "refl:, 0.8838834764831843, 0.5157894736842105, 27.12271470851516, 0.23277497605931805\n",
      "refl:, 0.8838834764831843, 0.509090909090909, 26.742211035417114, 0.2329274877105852\n",
      "refl:, 0.8838834764831843, 0.5025641025641026, 26.372684751370738, 0.23300817835325607\n",
      "refl:, 0.8838834764831843, 0.4962025316455696, 26.013647320299032, 0.23302096475520206\n",
      "refl:, 0.8838834764831843, 0.49, 25.66463998102006, 0.23296661309174865\n",
      "refl:, 0.8838834764831843, 0.4839506172839506, 25.32523142370283, 0.2328473819749458\n",
      "refl:, 0.8838834764831843, 0.47804878048780486, 24.99501568834094, 0.23266777547883646\n",
      "refl:, 0.8838834764831843, 0.47228915662650606, 24.673610260104642, 0.2324286704369094\n",
      "refl:, 0.8838834764831843, 0.4666666666666667, 24.360654339720863, 0.23213016162250638\n",
      "refl:, 0.8838834764831843, 0.4611764705882353, 24.055807269832574, 0.23177609164136181\n",
      "refl:, 0.8838834764831843, 0.4558139534883721, 23.75874710068368, 0.2313686559958002\n",
      "refl:, 0.8838834764831843, 0.4505747126436782, 23.46916928052956, 0.23090689658521463\n",
      "refl:, 0.8838834764831843, 0.4454545454545454, 23.18678545794031, 0.23039248392782377\n",
      "refl:, 0.8838834764831843, 0.44044943820224725, 22.911322384688706, 0.22982847953509086\n",
      "refl:, 0.8838834764831843, 0.43555555555555553, 22.64252090923418, 0.22921468760037644\n",
      "refl:, 0.8838834764831843, 0.4307692307692308, 22.380135051959574, 0.2285503145110825\n",
      "refl:, 0.8838834764831843, 0.4260869565217391, 22.123931154313652, 0.22783728199610298\n",
      "refl:, 0.8838834764831843, 0.421505376344086, 21.873687094881706, 0.22707701516938034\n",
      "refl:, 0.8838834764831843, 0.41702127659574467, 21.629191566166806, 0.226267933168201\n",
      "refl:, 0.8838834764831843, 0.4126315789473684, 21.390243406530644, 0.22540929123705422\n",
      "refl:, 0.8838834764831843, 0.4083333333333333, 21.156650982328358, 0.22450324859888127\n",
      "refl:, 0.8838834764831843, 0.4041237113402062, 20.928231615787418, 0.2235503997974889\n",
      "refl:, 0.8838834764831843, 0.4, 20.704811054635428, 0.22254911459777174\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "field decay(t = 50.01): 0.18417632037527257 / 0.18417632037527257 = 1.0\n",
      "field decay(t = 100.01): 1.0178427595748204e-12 / 0.18417632037527257 = 5.5264583280895835e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.18417631975521828 / 0.18417631975521828 = 1.0\n",
      "field decay(t = 100.01): 2.8713012611847576e-11 / 0.18417631975521828 = 1.5589958931750262e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 0.9575555538987225, 0.8, 50.0, 0.14429067301668\n",
      "refl:, 0.9575555538987225, 0.784, 48.6530933185261, 0.15241249489296654\n",
      "refl:, 0.9575555538987225, 0.7686274509803922, 47.39207738436693, 0.15970237410745958\n",
      "refl:, 0.9575555538987225, 0.7538461538461539, 46.207396358038395, 0.16628917742963503\n",
      "refl:, 0.9575555538987225, 0.739622641509434, 45.091066324150106, 0.1722363131532337\n",
      "refl:, 0.9575555538987225, 0.7259259259259259, 44.036334278275795, 0.1776288135399773\n",
      "refl:, 0.9575555538987225, 0.7127272727272727, 43.037427456538545, 0.1825236470768417\n",
      "refl:, 0.9575555538987225, 0.7, 42.089365210987516, 0.1869718164862598\n",
      "refl:, 0.9575555538987225, 0.6877192982456141, 41.18781524255363, 0.19102552097133876\n",
      "refl:, 0.9575555538987225, 0.6758620689655173, 40.32898196453324, 0.19471651743120957\n",
      "refl:, 0.9575555538987225, 0.664406779661017, 39.50951857909891, 0.1980846376246996\n",
      "refl:, 0.9575555538987225, 0.6533333333333333, 38.726456948394606, 0.20115681830261414\n",
      "refl:, 0.9575555538987225, 0.6426229508196721, 37.97715101972185, 0.20395988101926588\n",
      "refl:, 0.9575555538987225, 0.632258064516129, 37.25923071465613, 0.20651807398114963\n",
      "refl:, 0.9575555538987225, 0.6222222222222222, 36.57056399547784, 0.20884957043569513\n",
      "refl:, 0.9575555538987225, 0.6124999999999999, 35.909225393217994, 0.21097550520798009\n",
      "refl:, 0.9575555538987225, 0.6030769230769231, 35.273469693564564, 0.21290924565401623\n",
      "refl:, 0.9575555538987225, 0.593939393939394, 34.6617097783444, 0.214665416754943\n",
      "refl:, 0.9575555538987225, 0.5850746268656717, 34.07249784378941, 0.2162593463941121\n",
      "refl:, 0.9575555538987225, 0.5764705882352942, 33.504509384470694, 0.21769885837479563\n",
      "refl:, 0.9575555538987225, 0.5681159420289855, 32.95652945897567, 0.2189956192414337\n",
      "refl:, 0.9575555538987225, 0.56, 32.42744085087325, 0.22016058268759847\n",
      "refl:, 0.9575555538987225, 0.552112676056338, 31.91621381391884, 0.22119898455404\n",
      "refl:, 0.9575555538987225, 0.5444444444444444, 31.42189714930561, 0.22211935917204448\n",
      "refl:, 0.9575555538987225, 0.536986301369863, 30.943610409083956, 0.2229298821236265\n",
      "refl:, 0.9575555538987225, 0.5297297297297298, 30.480537056602333, 0.22363493657078803\n",
      "refl:, 0.9575555538987225, 0.5226666666666667, 30.031918444163345, 0.2242400133418431\n",
      "refl:, 0.9575555538987225, 0.5157894736842105, 29.597048491686717, 0.22475115535497284\n",
      "refl:, 0.9575555538987225, 0.509090909090909, 29.17526896927061, 0.2251729335780506\n",
      "refl:, 0.9575555538987225, 0.5025641025641026, 28.76596530209651, 0.22550858491249842\n",
      "refl:, 0.9575555538987225, 0.4962025316455696, 28.36856282886028, 0.22576196217784258\n",
      "refl:, 0.9575555538987225, 0.49, 27.982523455399697, 0.22593807040959396\n",
      "refl:, 0.9575555538987225, 0.4839506172839506, 27.60734265386835, 0.22603917633476883\n",
      "refl:, 0.9575555538987225, 0.47804878048780486, 27.24254676502359, 0.22606684493527063\n",
      "refl:, 0.9575555538987225, 0.47228915662650606, 26.88769056722596, 0.22602594884033364\n",
      "refl:, 0.9575555538987225, 0.4666666666666667, 26.54235508080712, 0.22591913511748662\n",
      "refl:, 0.9575555538987225, 0.4611764705882353, 26.206145580726076, 0.2257461894573964\n",
      "refl:, 0.9575555538987225, 0.4558139534883721, 25.878689794039474, 0.2255106337747593\n",
      "refl:, 0.9575555538987225, 0.4505747126436782, 25.55963626177365, 0.22521611643853037\n",
      "refl:, 0.9575555538987225, 0.4454545454545454, 25.248652847395146, 0.2248621048576318\n",
      "refl:, 0.9575555538987225, 0.44044943820224725, 24.945425376307522, 0.2244497571914091\n",
      "refl:, 0.9575555538987225, 0.43555555555555553, 24.64965639271632, 0.22398274531115286\n",
      "refl:, 0.9575555538987225, 0.4307692307692308, 24.361064021851533, 0.22346171326862457\n",
      "refl:, 0.9575555538987225, 0.4260869565217391, 24.079380926958596, 0.22288585592315466\n",
      "refl:, 0.9575555538987225, 0.421505376344086, 23.804353351700417, 0.22225690920257898\n",
      "refl:, 0.9575555538987225, 0.41702127659574467, 23.535740239681235, 0.22157652716566317\n",
      "refl:, 0.9575555538987225, 0.4126315789473684, 23.27331242373393, 0.22084351574148542\n",
      "refl:, 0.9575555538987225, 0.4083333333333333, 23.016851878423925, 0.220057130518136\n",
      "refl:, 0.9575555538987225, 0.4041237113402062, 22.76615102993319, 0.21921919579654955\n",
      "refl:, 0.9575555538987225, 0.4, 22.521012118111, 0.21832995493951468\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.17431196343224772 / 0.17431196343224772 = 1.0\n",
      "field decay(t = 100.01): 1.226599619152291e-12 / 0.17431196343224772 = 7.0368068547919865e-12\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.17431196264184795 / 0.17431196264184795 = 1.0\n",
      "field decay(t = 100.01): 2.9177363356244976e-11 / 0.17431196264184795 = 1.6738589201817764e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.0239400553612397, 0.8, 54.99999999999999, 0.11015750327021501\n",
      "refl:, 1.0239400553612397, 0.784, 53.39534223243568, 0.12100519786278613\n",
      "refl:, 1.0239400553612397, 0.7686274509803922, 51.90867481651075, 0.13067356321855755\n",
      "refl:, 1.0239400553612397, 0.7538461538461539, 50.524208813748004, 0.1393743175816963\n",
      "refl:, 1.0239400553612397, 0.739622641509434, 49.22931269112476, 0.14718461760941978\n",
      "refl:, 1.0239400553612397, 0.7259259259259259, 48.013685667151286, 0.15425442212255983\n",
      "refl:, 1.0239400553612397, 0.7127272727272727, 46.86879216202182, 0.16064116852684127\n",
      "refl:, 1.0239400553612397, 0.7, 45.787462696319906, 0.1664466525245801\n",
      "refl:, 1.0239400553612397, 0.6877192982456141, 44.7636047370949, 0.17171830451504444\n",
      "refl:, 1.0239400553612397, 0.6758620689655173, 43.79198840588911, 0.17651889499651638\n",
      "refl:, 1.0239400553612397, 0.664406779661017, 42.868084512177944, 0.1808955749197593\n",
      "refl:, 1.0239400553612397, 0.6533333333333333, 41.98794000564178, 0.18488590864155194\n",
      "refl:, 1.0239400553612397, 0.6426229508196721, 41.148080731197126, 0.1885334768453189\n",
      "refl:, 1.0239400553612397, 0.632258064516129, 40.345434464399176, 0.19186399028554912\n",
      "refl:, 1.0239400553612397, 0.6222222222222222, 39.57726925315509, 0.1949105801621511\n",
      "refl:, 1.0239400553612397, 0.6124999999999999, 38.841143478370526, 0.19769436000574783\n",
      "refl:, 1.0239400553612397, 0.6030769230769231, 38.13486500383326, 0.20023789123980396\n",
      "refl:, 1.0239400553612397, 0.593939393939394, 37.45645745905701, 0.2025624060128163\n",
      "refl:, 1.0239400553612397, 0.5850746268656717, 36.80413218014341, 0.204680856177325\n",
      "refl:, 1.0239400553612397, 0.5764705882352942, 36.176264682924305, 0.2066128346051995\n",
      "refl:, 1.0239400553612397, 0.5681159420289855, 35.57137479946729, 0.20837010840175924\n",
      "refl:, 1.0239400553612397, 0.56, 34.98810980028866, 0.2099625172331732\n",
      "refl:, 1.0239400553612397, 0.552112676056338, 34.42522996870841, 0.21140487263605512\n",
      "refl:, 1.0239400553612397, 0.5444444444444444, 33.881596203503065, 0.2127045522560479\n",
      "refl:, 1.0239400553612397, 0.536986301369863, 33.35615931039313, 0.21386953098052403\n",
      "refl:, 1.0239400553612397, 0.5297297297297298, 32.847950708397136, 0.21491013773280657\n",
      "refl:, 1.0239400553612397, 0.5226666666666667, 32.3560743283589, 0.21583212552616557\n",
      "refl:, 1.0239400553612397, 0.5157894736842105, 31.87969952142079, 0.2166414381263308\n",
      "refl:, 1.0239400553612397, 0.509090909090909, 31.41805482739263, 0.21734485598596862\n",
      "refl:, 1.0239400553612397, 0.5025641025641026, 30.97042247873359, 0.2179480717640861\n",
      "refl:, 1.0239400553612397, 0.4962025316455696, 30.536133536635912, 0.21845549976557374\n",
      "refl:, 1.0239400553612397, 0.49, 30.114563572550164, 0.21887075023784372\n",
      "refl:, 1.0239400553612397, 0.4839506172839506, 29.70512882224086, 0.21919941164026552\n",
      "refl:, 1.0239400553612397, 0.47804878048780486, 29.307282750744406, 0.21944546389616373\n",
      "refl:, 1.0239400553612397, 0.47228915662650606, 28.920512975908146, 0.21961022544356806\n",
      "refl:, 1.0239400553612397, 0.4666666666666667, 28.544338505905493, 0.2196984674330614\n",
      "refl:, 1.0239400553612397, 0.4611764705882353, 28.178307252549438, 0.21971428386147993\n",
      "refl:, 1.0239400553612397, 0.4558139534883721, 27.821993787605123, 0.21965764862748693\n",
      "refl:, 1.0239400553612397, 0.4505747126436782, 27.474997313821564, 0.21953193965864698\n",
      "refl:, 1.0239400553612397, 0.4454545454545454, 27.13693982621647, 0.21934178652625613\n",
      "refl:, 1.0239400553612397, 0.44044943820224725, 26.80746444237855, 0.21908700093353123\n",
      "refl:, 1.0239400553612397, 0.43555555555555553, 26.486233883298294, 0.21876853077786598\n",
      "refl:, 1.0239400553612397, 0.4307692307692308, 26.172929088582443, 0.2183905958409472\n",
      "refl:, 1.0239400553612397, 0.4260869565217391, 25.867247951913267, 0.21795488284012238\n",
      "refl:, 1.0239400553612397, 0.421505376344086, 25.56890416433822, 0.21746063743615796\n",
      "refl:, 1.0239400553612397, 0.41702127659574467, 25.277626154460066, 0.21690850348145124\n",
      "refl:, 1.0239400553612397, 0.4126315789473684, 24.993156115881433, 0.21630059246127992\n",
      "refl:, 1.0239400553612397, 0.4083333333333333, 24.715249113370163, 0.21563737630418256\n",
      "refl:, 1.0239400553612397, 0.4041237113402062, 24.443672260178424, 0.2149184652144797\n",
      "refl:, 1.0239400553612397, 0.4, 24.178203959791162, 0.2141434469115452\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "field decay(t = 50.01): 0.16505586379118362 / 0.16505586379118362 = 1.0\n",
      "field decay(t = 100.01): 1.6796657955389861e-12 / 0.16505586379118362 = 1.0176347310289891e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.16505586311279807 / 0.16505586311279807 = 1.0\n",
      "field decay(t = 100.01): 3.3223715038456985e-11 / 0.16505586311279807 = 2.0128769988468766e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.0825317547305482, 0.8, 59.99999999999999, 0.07360773441443474\n",
      "refl:, 1.0825317547305482, 0.784, 58.07108488083593, 0.08756183349395384\n",
      "refl:, 1.0825317547305482, 0.7686274509803922, 56.311309260669624, 0.09993186958234106\n",
      "refl:, 1.0825317547305482, 0.7538461538461539, 54.69254540505164, 0.11102792920544496\n",
      "refl:, 1.0825317547305482, 0.739622641509434, 53.19365179333026, 0.12095671757064261\n",
      "refl:, 1.0825317547305482, 0.7259259259259259, 51.798237196004614, 0.12989111490169047\n",
      "refl:, 1.0825317547305482, 0.7127272727272727, 50.49327371888257, 0.13795385843502186\n",
      "refl:, 1.0825317547305482, 0.7, 49.268194122622916, 0.14525656081749277\n",
      "refl:, 1.0825317547305482, 0.6877192982456141, 48.11428082873218, 0.15187584382721003\n",
      "refl:, 1.0825317547305482, 0.6758620689655173, 47.024238635081495, 0.15790192109849083\n",
      "refl:, 1.0825317547305482, 0.664406779661017, 45.99188753936469, 0.16337692994168027\n",
      "refl:, 1.0825317547305482, 0.6533333333333333, 45.01193662107726, 0.16837576220748254\n",
      "refl:, 1.0825317547305482, 0.6426229508196721, 44.07981414374115, 0.1729308563822558\n",
      "refl:, 1.0825317547305482, 0.632258064516129, 43.191537588393835, 0.17709787538099556\n",
      "refl:, 1.0825317547305482, 0.6222222222222222, 42.34361264736431, 0.18090702518494378\n",
      "refl:, 1.0825317547305482, 0.6124999999999999, 41.53295361356457, 0.18439374819992094\n",
      "refl:, 1.0825317547305482, 0.6030769230769231, 40.756819839298586, 0.1875864032458676\n",
      "refl:, 1.0825317547305482, 0.593939393939394, 40.01276444425686, 0.1905057507798468\n",
      "refl:, 1.0825317547305482, 0.5850746268656717, 39.298592486049785, 0.19318030905511865\n",
      "refl:, 1.0825317547305482, 0.5764705882352942, 38.61232652957572, 0.1956239605857035\n",
      "refl:, 1.0825317547305482, 0.5681159420289855, 37.9521780657052, 0.19785784772625742\n",
      "refl:, 1.0825317547305482, 0.56, 37.31652360111115, 0.19989839276598212\n",
      "refl:, 1.0825317547305482, 0.552112676056338, 36.70388451304266, 0.2017547526768604\n",
      "refl:, 1.0825317547305482, 0.5444444444444444, 36.112909964600526, 0.20344360330889855\n",
      "refl:, 1.0825317547305482, 0.536986301369863, 35.54236232752769, 0.20497480625666326\n",
      "refl:, 1.0825317547305482, 0.5297297297297298, 34.991104674473426, 0.20635699484209216\n",
      "refl:, 1.0825317547305482, 0.5226666666666667, 34.4580899908132, 0.20760151265764157\n",
      "refl:, 1.0825317547305482, 0.5157894736842105, 33.94235182430718, 0.20871528450622134\n",
      "refl:, 1.0825317547305482, 0.509090909090909, 33.442996144127704, 0.20970524738496094\n",
      "refl:, 1.0825317547305482, 0.5025641025641026, 32.95919422270091, 0.2105783514069682\n",
      "refl:, 1.0825317547305482, 0.4962025316455696, 32.4901763870572, 0.2113414215404359\n",
      "refl:, 1.0825317547305482, 0.49, 32.035226512949734, 0.21200027362523924\n",
      "refl:, 1.0825317547305482, 0.4839506172839506, 31.593677156370052, 0.21255807961996584\n",
      "refl:, 1.0825317547305482, 0.47804878048780486, 31.164905234389202, 0.21302071809138926\n",
      "refl:, 1.0825317547305482, 0.47228915662650606, 30.748328181342448, 0.21339356617448996\n",
      "refl:, 1.0825317547305482, 0.4666666666666667, 30.343400517915825, 0.2136782430141135\n",
      "refl:, 1.0825317547305482, 0.4611764705882353, 29.949610780196405, 0.21387969509149066\n",
      "refl:, 1.0825317547305482, 0.4558139534883721, 29.566478763613983, 0.2140025648813409\n",
      "refl:, 1.0825317547305482, 0.4505747126436782, 29.193553043244272, 0.21404664550288702\n",
      "refl:, 1.0825317547305482, 0.4454545454545454, 28.830408737409662, 0.2140158741099825\n",
      "refl:, 1.0825317547305482, 0.44044943820224725, 28.47664548610104, 0.2139163515040305\n",
      "refl:, 1.0825317547305482, 0.43555555555555553, 28.131885619609587, 0.213747755347228\n",
      "refl:, 1.0825317547305482, 0.4307692307692308, 27.79577249602797, 0.2135103221579689\n",
      "refl:, 1.0825317547305482, 0.4260869565217391, 27.46796898905743, 0.21320790783224955\n",
      "refl:, 1.0825317547305482, 0.421505376344086, 27.14815610992485, 0.2128440342182022\n",
      "refl:, 1.0825317547305482, 0.41702127659574467, 26.836031749237822, 0.21242171734687695\n",
      "refl:, 1.0825317547305482, 0.4126315789473684, 26.531309526343414, 0.21193780892543815\n",
      "refl:, 1.0825317547305482, 0.4083333333333333, 26.23371773525153, 0.21138950860192895\n",
      "refl:, 1.0825317547305482, 0.4041237113402062, 25.94299837747481, 0.21078013578978685\n",
      "refl:, 1.0825317547305482, 0.4, 25.65890627325528, 0.2101171783272214\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.15668265201002152 / 0.15668265201002152 = 1.0\n",
      "field decay(t = 100.01): 2.2446823295144107e-12 / 0.15668265201002152 = 1.4326297779098349e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1566826516265948 / 0.1566826516265948 = 1.0\n",
      "field decay(t = 100.01): 3.452976998428892e-11 / 0.1566826516265948 = 2.2038030136597423e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.1328847337958123, 0.8, 64.99999999999999, 0.037170886043112084\n",
      "refl:, 1.1328847337958123, 0.784, 62.645633431180784, 0.05362783985573467\n",
      "refl:, 1.1328847337958123, 0.7686274509803922, 60.547811567584965, 0.06875709351287543\n",
      "refl:, 1.1328847337958123, 0.7538461538461539, 58.65172469781183, 0.082354616478198\n",
      "refl:, 1.1328847337958123, 0.739622641509434, 56.919780417243786, 0.09462755396270182\n",
      "refl:, 1.1328847337958123, 0.7259259259259259, 55.32480276439999, 0.10557645638030469\n",
      "refl:, 1.1328847337958123, 0.7127272727272727, 53.84635215217889, 0.11544950273548941\n",
      "refl:, 1.1328847337958123, 0.7, 52.468573108244414, 0.1243168343725702\n",
      "refl:, 1.1328847337958123, 0.6877192982456141, 51.17885777022349, 0.13235703881433808\n",
      "refl:, 1.1328847337958123, 0.6758620689655173, 49.96697533403755, 0.139626360552005\n",
      "refl:, 1.1328847337958123, 0.664406779661017, 48.82448244349733, 0.14625471025031767\n",
      "refl:, 1.1328847337958123, 0.6533333333333333, 47.744310665402864, 0.1522788790416092\n",
      "refl:, 1.1328847337958123, 0.6426229508196721, 46.720469815981424, 0.1577852862490647\n",
      "refl:, 1.1328847337958123, 0.632258064516129, 45.7478295128327, 0.16280555175366354\n",
      "refl:, 1.1328847337958123, 0.6222222222222222, 44.82195500406973, 0.167398621072885\n",
      "refl:, 1.1328847337958123, 0.6124999999999999, 43.93898156096055, 0.17159777718924688\n",
      "refl:, 1.1328847337958123, 0.6030769230769231, 43.09551684594588, 0.17544391308281032\n",
      "refl:, 1.1328847337958123, 0.593939393939394, 42.288563952640665, 0.1789701508099767\n",
      "refl:, 1.1328847337958123, 0.5850746268656717, 41.51545997434592, 0.18219866439447\n",
      "refl:, 1.1328847337958123, 0.5764705882352942, 40.77382641078957, 0.185160771243366\n",
      "refl:, 1.1328847337958123, 0.5681159420289855, 40.06152872079658, 0.18786997681737858\n",
      "refl:, 1.1328847337958123, 0.56, 39.37664302675111, 0.19035022781311492\n",
      "refl:, 1.1328847337958123, 0.552112676056338, 38.717428473384835, 0.19261993394590182\n",
      "refl:, 1.1328847337958123, 0.5444444444444444, 38.08230410219336, 0.19469110743273724\n",
      "refl:, 1.1328847337958123, 0.536986301369863, 37.4698293655767, 0.1965812755931606\n",
      "refl:, 1.1328847337958123, 0.5297297297297298, 36.87868759977799, 0.19830004161335185\n",
      "refl:, 1.1328847337958123, 0.5226666666666667, 36.307671922074825, 0.19985824848269654\n",
      "refl:, 1.1328847337958123, 0.5157894736842105, 35.75567312877807, 0.20126711563403166\n",
      "refl:, 1.1328847337958123, 0.509090909090909, 35.22166925577522, 0.20253568251243403\n",
      "refl:, 1.1328847337958123, 0.5025641025641026, 34.70471652928195, 0.2036726801968963\n",
      "refl:, 1.1328847337958123, 0.4962025316455696, 34.203941485939055, 0.20468320295652365\n",
      "refl:, 1.1328847337958123, 0.49, 33.7185340819115, 0.20557517176695547\n",
      "refl:, 1.1328847337958123, 0.4839506172839506, 33.247741642788455, 0.20635542059630924\n",
      "refl:, 1.1328847337958123, 0.47804878048780486, 32.790863531764046, 0.2070277254966668\n",
      "refl:, 1.1328847337958123, 0.47228915662650606, 32.347246434236666, 0.20759964094140226\n",
      "refl:, 1.1328847337958123, 0.4666666666666667, 31.91628017368787, 0.20807496149136276\n",
      "refl:, 1.1328847337958123, 0.4611764705882353, 31.497393987322308, 0.20845469225613245\n",
      "refl:, 1.1328847337958123, 0.4558139534883721, 31.090053201105746, 0.20874562394291427\n",
      "refl:, 1.1328847337958123, 0.4505747126436782, 30.693756253024553, 0.20895386380475825\n",
      "refl:, 1.1328847337958123, 0.4454545454545454, 30.308032020994055, 0.20908023176898172\n",
      "refl:, 1.1328847337958123, 0.44044943820224725, 29.9324374181665, 0.209125738596599\n",
      "refl:, 1.1328847337958123, 0.43555555555555553, 29.5665552236732, 0.20909456295065154\n",
      "refl:, 1.1328847337958123, 0.4307692307692308, 29.209992121269647, 0.20899049887482632\n",
      "refl:, 1.1328847337958123, 0.4260869565217391, 28.86237692208816, 0.2088190433084917\n",
      "refl:, 1.1328847337958123, 0.421505376344086, 28.523358950864424, 0.2085833129971406\n",
      "refl:, 1.1328847337958123, 0.41702127659574467, 28.192606577687982, 0.2082742041204916\n",
      "refl:, 1.1328847337958123, 0.4126315789473684, 27.86980587961545, 0.2078930131964556\n",
      "refl:, 1.1328847337958123, 0.4083333333333333, 27.554659418441407, 0.20745662776433935\n",
      "refl:, 1.1328847337958123, 0.4041237113402062, 27.246885122601544, 0.20697561960434535\n",
      "refl:, 1.1328847337958123, 0.4, 26.946215262627685, 0.20643519600186538\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "field decay(t = 50.01): 0.14944315649486126 / 0.14944315649486126 = 1.0\n",
      "field decay(t = 100.01): 4.987937476864823e-12 / 0.14944315649486126 = 3.3376820952228335e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.14944315644072245 / 0.14944315644072245 = 1.0\n",
      "field decay(t = 100.01): 3.807851695141726e-11 / 0.14944315644072245 = 2.548026812222836e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.1746157759823854, 0.8, 70.0, 0.008715934286147569\n",
      "refl:, 1.1746157759823854, 0.784, 67.05783140972835, 0.024210799209089452\n",
      "refl:, 1.1746157759823854, 0.7686274509803922, 64.53417775149677, 0.04029873111181387\n",
      "refl:, 1.1746157759823854, 0.7538461538461539, 62.31059707934406, 0.0555678814867085\n",
      "refl:, 1.1746157759823854, 0.739622641509434, 60.31629899672389, 0.06970125775811391\n",
      "refl:, 1.1746157759823854, 0.7259259259259259, 58.50481213939229, 0.08255524971343331\n",
      "refl:, 1.1746157759823854, 0.7127272727272727, 56.843594941553754, 0.09413263635827869\n",
      "refl:, 1.1746157759823854, 0.7, 55.30875739675561, 0.10463698983404623\n",
      "refl:, 1.1746157759823854, 0.6877192982456141, 53.88211612099151, 0.11407493400247079\n",
      "refl:, 1.1746157759823854, 0.6758620689655173, 52.54943143507829, 0.1226472707657511\n",
      "refl:, 1.1746157759823854, 0.664406779661017, 51.29929235382265, 0.13039930819744874\n",
      "refl:, 1.1746157759823854, 0.6533333333333333, 50.122379445158494, 0.13744242808130103\n",
      "refl:, 1.1746157759823854, 0.6426229508196721, 49.010959419193355, 0.1438468426182844\n",
      "refl:, 1.1746157759823854, 0.632258064516129, 47.958527855818005, 0.14968921112177416\n",
      "refl:, 1.1746157759823854, 0.6222222222222222, 46.9595500055931, 0.1550186900782557\n",
      "refl:, 1.1746157759823854, 0.6124999999999999, 46.00926848902442, 0.15990623687364083\n",
      "refl:, 1.1746157759823854, 0.6030769230769231, 45.103557823882895, 0.1643748532843572\n",
      "refl:, 1.1746157759823854, 0.593939393939394, 44.23881248012816, 0.16847752780425043\n",
      "refl:, 1.1746157759823854, 0.5850746268656717, 43.41185942214757, 0.1722356163059057\n",
      "refl:, 1.1746157759823854, 0.5764705882352942, 42.619888854495166, 0.17567897390885354\n",
      "refl:, 1.1746157759823854, 0.5681159420289855, 41.860398715356425, 0.17883996497200733\n",
      "refl:, 1.1746157759823854, 0.56, 41.131149701242414, 0.18173480153232927\n",
      "refl:, 1.1746157759823854, 0.552112676056338, 40.430128463310105, 0.18439121641848574\n",
      "refl:, 1.1746157759823854, 0.5444444444444444, 39.75551721886283, 0.18682378756973045\n",
      "refl:, 1.1746157759823854, 0.536986301369863, 39.10566845306894, 0.18904674104030247\n",
      "refl:, 1.1746157759823854, 0.5297297297297298, 38.479083699202135, 0.19107686788902303\n",
      "refl:, 1.1746157759823854, 0.5226666666666667, 37.87439561623927, 0.19292625454975332\n",
      "refl:, 1.1746157759823854, 0.5157894736842105, 37.29035275442276, 0.19460884663783543\n",
      "refl:, 1.1746157759823854, 0.509090909090909, 36.72580652885898, 0.1961345571897698\n",
      "refl:, 1.1746157759823854, 0.5025641025641026, 36.179700019842116, 0.1975122933988443\n",
      "refl:, 1.1746157759823854, 0.4962025316455696, 35.651058294458764, 0.19875051751344916\n",
      "refl:, 1.1746157759823854, 0.49, 35.138980002927255, 0.19985541870413245\n",
      "refl:, 1.1746157759823854, 0.4839506172839506, 34.64263004924646, 0.20083789883449643\n",
      "refl:, 1.1746157759823854, 0.47804878048780486, 34.161233172132036, 0.2017049645889793\n",
      "refl:, 1.1746157759823854, 0.47228915662650606, 33.69406830116886, 0.20245751259203246\n",
      "refl:, 1.1746157759823854, 0.4666666666666667, 33.24046357629389, 0.20310354230391978\n",
      "refl:, 1.1746157759823854, 0.4611764705882353, 32.79979193741594, 0.2036476720462249\n",
      "refl:, 1.1746157759823854, 0.4558139534883721, 32.37146720614281, 0.20409307625590972\n",
      "refl:, 1.1746157759823854, 0.4505747126436782, 31.954940593960732, 0.20445096223605416\n",
      "refl:, 1.1746157759823854, 0.4454545454545454, 31.549697581364857, 0.20471845410715214\n",
      "refl:, 1.1746157759823854, 0.44044943820224725, 31.155255120816925, 0.20489444063169535\n",
      "refl:, 1.1746157759823854, 0.43555555555555553, 30.771159123350074, 0.2049889592193817\n",
      "refl:, 1.1746157759823854, 0.4307692307692308, 30.396982194426784, 0.20500542736591415\n",
      "refl:, 1.1746157759823854, 0.4260869565217391, 30.032321589495837, 0.20495768982428397\n",
      "refl:, 1.1746157759823854, 0.421505376344086, 29.67679736376329, 0.20483056853588974\n",
      "refl:, 1.1746157759823854, 0.41702127659574467, 29.33005069412437, 0.20461216911883964\n",
      "refl:, 1.1746157759823854, 0.4126315789473684, 28.991742354111988, 0.2043374679527374\n",
      "refl:, 1.1746157759823854, 0.4083333333333333, 28.66155132518973, 0.20400220026620766\n",
      "refl:, 1.1746157759823854, 0.4041237113402062, 28.339173529827534, 0.2036399273981529\n",
      "refl:, 1.1746157759823854, 0.4, 28.024320673604695, 0.20318419566870832\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.14355855111904026 / 0.14355855111904026 = 1.0\n",
      "field decay(t = 100.01): 9.667874474337293e-12 / 0.14355855111904026 = 6.734446954901761e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.1435585513271557 / 0.1435585513271557 = 1.0\n",
      "field decay(t = 100.01): 5.780725980413138e-11 / 0.1435585513271557 = 4.0267374719040156e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.2074072828613354, 0.8, 75.0, 0.002279010064127535\n",
      "refl:, 1.2074072828613354, 0.784, 71.19254305121969, 0.004052585814133056\n",
      "refl:, 1.2074072828613354, 0.7686274509803922, 68.13230108184366, 0.017669454881364767\n",
      "refl:, 1.2074072828613354, 0.7538461538461539, 65.5329128763873, 0.03336169435169541\n",
      "refl:, 1.2074072828613354, 0.739622641509434, 63.25596068464814, 0.048654509225169895\n",
      "refl:, 1.2074072828613354, 0.7259259259259259, 61.22160180379117, 0.06275216167717797\n",
      "refl:, 1.2074072828613354, 0.7127272727272727, 59.378629248099124, 0.07576309243511313\n",
      "refl:, 1.2074072828613354, 0.7, 57.691773022139905, 0.08758135787027703\n",
      "refl:, 1.2074072828613354, 0.6877192982456141, 56.13545775731428, 0.098248929360899\n",
      "refl:, 1.2074072828613354, 0.6758620689655173, 54.69040263962552, 0.10794664183105998\n",
      "refl:, 1.2074072828613354, 0.664406779661017, 53.3416232015308, 0.11670121483117171\n",
      "refl:, 1.2074072828613354, 0.6533333333333333, 52.0771858356392, 0.12465585169755833\n",
      "refl:, 1.2074072828613354, 0.6426229508196721, 50.88739414232009, 0.13187389976516842\n",
      "refl:, 1.2074072828613354, 0.632258064516129, 49.76423655717566, 0.13846172295217293\n",
      "refl:, 1.2074072828613354, 0.6222222222222222, 48.70099913863975, 0.14446173011718028\n",
      "refl:, 1.2074072828613354, 0.6124999999999999, 47.69198665804526, 0.14995965765204525\n",
      "refl:, 1.2074072828613354, 0.6030769230769231, 46.73231696062462, 0.1549825384470223\n",
      "refl:, 1.2074072828613354, 0.593939393939394, 45.817766249324485, 0.15958402411708034\n",
      "refl:, 1.2074072828613354, 0.5850746268656717, 44.94465059915575, 0.16380217089082738\n",
      "refl:, 1.2074072828613354, 0.5764705882352942, 44.109733785683, 0.1676654538139623\n",
      "refl:, 1.2074072828613354, 0.5681159420289855, 43.31015457776125, 0.17121662693717593\n",
      "refl:, 1.2074072828613354, 0.56, 42.543368664412704, 0.1744741445938872\n",
      "refl:, 1.2074072828613354, 0.552112676056338, 41.80710174663229, 0.17746630440999525\n",
      "refl:, 1.2074072828613354, 0.5444444444444444, 41.099311260706344, 0.1802095438402015\n",
      "refl:, 1.2074072828613354, 0.536986301369863, 40.418154855029364, 0.18272173169827843\n",
      "refl:, 1.2074072828613354, 0.5297297297297298, 39.76196420912173, 0.18502119081455226\n",
      "refl:, 1.2074072828613354, 0.5226666666666667, 39.12922312098109, 0.1871223337651491\n",
      "refl:, 1.2074072828613354, 0.5157894736842105, 38.51854903626071, 0.18904214560856375\n",
      "refl:, 1.2074072828613354, 0.509090909090909, 37.928677376424204, 0.190789263829168\n",
      "refl:, 1.2074072828613354, 0.5025641025641026, 37.35844816099257, 0.192373003931677\n",
      "refl:, 1.2074072828613354, 0.4962025316455696, 36.806794523773725, 0.19380521484150348\n",
      "refl:, 1.2074072828613354, 0.49, 36.272732803336254, 0.19509368153538312\n",
      "refl:, 1.2074072828613354, 0.4839506172839506, 35.755353950220794, 0.19624859910356954\n",
      "refl:, 1.2074072828613354, 0.47804878048780486, 35.253816041990945, 0.19727952544337504\n",
      "refl:, 1.2074072828613354, 0.47228915662650606, 34.76733773550362, 0.19818701041137332\n",
      "refl:, 1.2074072828613354, 0.4666666666666667, 34.295192516152845, 0.19897646054575882\n",
      "refl:, 1.2074072828613354, 0.4611764705882353, 33.83670362811667, 0.19965889435875267\n",
      "refl:, 1.2074072828613354, 0.4558139534883721, 33.391239589169516, 0.20023796589376308\n",
      "refl:, 1.2074072828613354, 0.4505747126436782, 32.95821020943854, 0.20072106469864034\n",
      "refl:, 1.2074072828613354, 0.4454545454545454, 32.537063046367535, 0.2011073384968122\n",
      "refl:, 1.2074072828613354, 0.44044943820224725, 32.12728023870626, 0.2013932866552523\n",
      "refl:, 1.2074072828613354, 0.43555555555555553, 31.728375671037586, 0.20159478768644698\n",
      "refl:, 1.2074072828613354, 0.4307692307692308, 31.33989242755132, 0.20171671281423958\n",
      "refl:, 1.2074072828613354, 0.4260869565217391, 30.96140049976025, 0.20176796051792995\n",
      "refl:, 1.2074072828613354, 0.421505376344086, 30.592494717856905, 0.20173546160628877\n",
      "refl:, 1.2074072828613354, 0.41702127659574467, 30.23279287960783, 0.2015919333831556\n",
      "refl:, 1.2074072828613354, 0.4126315789473684, 29.88193405422147, 0.20140043913698885\n",
      "refl:, 1.2074072828613354, 0.4083333333333333, 29.539577041619506, 0.20116952947891878\n",
      "refl:, 1.2074072828613354, 0.4041237113402062, 29.2053989700849, 0.2008832766544487\n",
      "refl:, 1.2074072828613354, 0.4, 28.879094017427605, 0.200502480384686\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "field decay(t = 50.01): 0.1392134275610875 / 0.1392134275610875 = 1.0\n",
      "field decay(t = 100.01): 1.3144200424788948e-11 / 0.1392134275610875 = 9.441761944278838e-11\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Meep: using complex fields.\n",
      "field decay(t = 50.01): 0.13921342793500532 / 0.13921342793500532 = 1.0\n",
      "field decay(t = 100.01): 9.871965144118156e-11 / 0.13921342793500532 = 7.091244925544889e-10\n",
      "run 0 finished at t = 100.01 (10001 timesteps)\n",
      "refl:, 1.23100969126526, 0.8, 79.99999999999994, 0.028667884842985224\n",
      "refl:, 1.23100969126526, 0.784, 74.82079670263325, 0.0021347453734021486\n",
      "refl:, 1.23100969126526, 0.7686274509803922, 71.11813585396203, 0.0041164349187047915\n",
      "refl:, 1.23100969126526, 0.7538461538461539, 68.12392493650243, 0.017504855468406976\n",
      "refl:, 1.23100969126526, 0.739622641509434, 65.57213417097068, 0.03282494395652445\n",
      "refl:, 1.23100969126526, 0.7259259259259259, 63.331955818023665, 0.04792423816150501\n",
      "refl:, 1.23100969126526, 0.7127272727272727, 61.32721657609733, 0.06193140028783135\n",
      "refl:, 1.23100969126526, 0.7, 59.508764013939604, 0.07458578833476998\n",
      "refl:, 1.23100969126526, 0.6877192982456141, 57.84259890532987, 0.08617897772571746\n",
      "refl:, 1.23100969126526, 0.6758620689655173, 56.30398980710504, 0.0966374263474978\n",
      "refl:, 1.23100969126526, 0.664406779661017, 54.87424701948212, 0.10612404031633497\n",
      "refl:, 1.23100969126526, 0.6533333333333333, 53.53881754577338, 0.1147736073308378\n",
      "refl:, 1.23100969126526, 0.6426229508196721, 52.2860932123638, 0.12261878935484406\n",
      "refl:, 1.23100969126526, 0.632258064516129, 51.10662968356778, 0.1297955968814688\n",
      "refl:, 1.23100969126526, 0.6222222222222222, 49.992614952243095, 0.1363423963503902\n",
      "refl:, 1.23100969126526, 0.6124999999999999, 48.937495982303304, 0.14232561295216176\n",
      "refl:, 1.23100969126526, 0.6030769230769231, 47.93570930843333, 0.1477973393651342\n",
      "refl:, 1.23100969126526, 0.593939393939394, 46.98248211140486, 0.1527979150330299\n",
      "refl:, 1.23100969126526, 0.5850746268656717, 46.07368235996428, 0.15737616810594365\n",
      "refl:, 1.23100969126526, 0.5764705882352942, 45.205703916101704, 0.16157175886307418\n",
      "refl:, 1.23100969126526, 0.5681159420289855, 44.37537706820699, 0.16542702710683707\n",
      "refl:, 1.23100969126526, 0.56, 43.57989789517631, 0.16896483740231436\n",
      "refl:, 1.23100969126526, 0.552112676056338, 42.81677180338089, 0.17222042834178233\n",
      "refl:, 1.23100969126526, 0.5444444444444444, 42.083767886770914, 0.17520079945615433\n",
      "refl:, 1.23100969126526, 0.536986301369863, 41.378881661291835, 0.1779352569426369\n",
      "refl:, 1.23100969126526, 0.5297297297297298, 40.70030435652892, 0.18044129732794095\n",
      "refl:, 1.23100969126526, 0.5226666666666667, 40.046397397863686, 0.182734107792854\n",
      "refl:, 1.23100969126526, 0.5157894736842105, 39.41567103836258, 0.18483861166276766\n",
      "refl:, 1.23100969126526, 0.509090909090909, 38.806766338771496, 0.18675601688212784\n",
      "refl:, 1.23100969126526, 0.5025641025641026, 38.218439871701385, 0.1884996414001091\n",
      "refl:, 1.23100969126526, 0.4962025316455696, 37.64955065969264, 0.19008080645459632\n",
      "refl:, 1.23100969126526, 0.49, 37.099048958377544, 0.1915079168724047\n",
      "refl:, 1.23100969126526, 0.4839506172839506, 36.56596657389412, 0.19279885897563126\n",
      "refl:, 1.23100969126526, 0.47804878048780486, 36.049408464086156, 0.19395530230339666\n",
      "refl:, 1.23100969126526, 0.47228915662650606, 35.54854542021205, 0.19498186511670068\n",
      "refl:, 1.23100969126526, 0.4666666666666667, 35.062607663064846, 0.19588322966927102\n",
      "refl:, 1.23100969126526, 0.4611764705882353, 34.59087921692149, 0.19666472127374038\n",
      "refl:, 1.23100969126526, 0.4558139534883721, 34.13269294834013, 0.19734835806450404\n",
      "refl:, 1.23100969126526, 0.4505747126436782, 33.6874261758209, 0.197930496667696\n",
      "refl:, 1.23100969126526, 0.4454545454545454, 33.25449677173539, 0.19840503576945626\n",
      "refl:, 1.23100969126526, 0.44044943820224725, 32.83335969046958, 0.19877805012361263\n",
      "refl:, 1.23100969126526, 0.43555555555555553, 32.42350386700291, 0.19904737688450852\n",
      "refl:, 1.23100969126526, 0.4307692307692308, 32.0244494386133, 0.19925404758581897\n",
      "refl:, 1.23100969126526, 0.4260869565217391, 31.63574524940934, 0.1993954429097289\n",
      "refl:, 1.23100969126526, 0.421505376344086, 31.2569666032255, 0.19942422718572894\n",
      "refl:, 1.23100969126526, 0.41702127659574467, 30.887713235292672, 0.1993498431053417\n",
      "refl:, 1.23100969126526, 0.4126315789473684, 30.527607477190394, 0.19917542826890433\n",
      "refl:, 1.23100969126526, 0.4083333333333333, 30.176292593038497, 0.19903411145233238\n",
      "refl:, 1.23100969126526, 0.4041237113402062, 29.83343126780691, 0.19890224385206828\n",
      "refl:, 1.23100969126526, 0.4, 29.498704231103652, 0.1984945592268268\n"
     ]
    }
   ],
   "source": [
    "theta_in = np.arange(0,85,5)\n",
    "wvl = np.empty(nfreq)\n",
    "kxs = np.empty((nfreq,theta_in.size))\n",
    "thetas = np.empty((nfreq,theta_in.size))\n",
    "Rmeep = np.empty((nfreq,theta_in.size))\n",
    "\n",
    "for j in range(theta_in.size):\n",
    "  kxs[:,j], wvl, thetas[:,j], Rmeep[:,j] = planar_reflectance(theta_in[j])\n",
    "\n",
    "# create a 2d matrix for the wavelength by repeating the column vector for each angle\n",
    "wvls = np.transpose(np.matlib.repmat(wvl,theta_in.size,1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(dpi=200)\n",
    "plt.pcolormesh(kxs, wvls, Rmeep, cmap='hot', shading='gouraud', vmin=0, vmax=Rmeep.max())\n",
    "plt.axis([kxs[0,0], kxs[0,-1], wvl_min, wvl_max])\n",
    "plt.yticks([t for t in np.linspace(0.4,0.8,5)])\n",
    "plt.xlabel(r\"Bloch-periodic wavevector (k$_x$/2π)\")\n",
    "plt.ylabel(\"wavelength (μm)\")\n",
    "plt.title(\"reflectance (meep)\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.set_ticks([t for t in np.linspace(0,0.4,5)])\n",
    "cbar.set_ticklabels([\"{:.1f}\".format(t) for t in np.linspace(0,0.4,5)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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UM+XegBvBd93nsufg97E+8f8MDK+SbIu9boOzMf0k5wbGTxo+ggW9xUrLcBfmPpCveyQSiURib5ETAYlEInEw+Cnm/qdE9KRoRiLaFwO1lHI11t8oJwC/SETaZ9c2QEQnE5F24vkLmPtCIrpwCxb5p/huYaZag5/C/wgr0Xio4AvnMrUAeB1dSkT3nknn57E2bM8G8LPB1WMQ0U3GXRHb4L8COD66v/EAXgXpwjhR9TMs6Lk9k19EdDMleD/a4AWNCYbnYX1GwEcB/Gaj3DMB3HH0fhLAuwI8JBKJROKQIScCEolE4gBQSvk9AL/Agl5JRM8johtr6YnoFCJ6BBG9FsB/3hcmB/wLrE+vvwuAq4nogVZiIvoqInomhhP5N7bWl1LeDOA1LOgXiehZRLSxQk9EO0R0fyJ6LRFpJ7C/h7kfFTCw+OrsvyaiJyhlfh2A38Pw/faDOi39KgB/MLqvA+B3iOh7iWhj18M44XLBKBcTjAfT8d0mFwN4PRHdQaYdaRER3YuIXgLgrwCcts1NlFI+iWGVHRgOXrzHNvT2Cc/H+rWR6wF4OxF9NxGdrCUmohsT0ZOJ6I8A/JCM34c2+CKAuwH4z0R0lqB1ChG9AMCTWfDlgc923g9r/fC3SynHnbSJRCKROKS4Vs/OJxKJxAmOfwbgLADfhmHF/QcBPI2I/juA/w3gHzGcun5bAF+D9Se9/mi/GCylvJeIHofhs3unY3jX+01E9CEA/x3DwWMnYzhl/K6IHQr3ZAwH8X0Dhk8M/hiAHyai38fwvXPCsMJ/dwB1YkQz8n8dwE+McQ8D8G4i+gNMT0X/1VJKXdG8CsAPALgdhk8I/kciegaGd9k/D+DOY5kYw94A4IcD97MoSilfJqLHYlhR/2oM9f5SAM8hordjWNW9DoY6/HoM50yop9GXUq4iotsAuHwMehiAhxLRewG8F8DfY1gtvgWArwVww4Vv55cA3Gd0PxLAOxamvyhKKf9ARA8H8GYMhzVeH8DLADyPiN4B4CMYzqa4EYDzMPSHajSrW+73uA1+FsPulgcB+AARvRXAX4/83X/8r/i1UsorAjS/nbl/qYOXRCKRSBwi5ERAIpFIHBBKKV8goocC+FEAl2Iw+E7GsJJuHVT3JUwPlNtzlFL+CxF9E4BXYDA8gWHF/JZOtg8C+LBB7++J6H4AXgTgEgyTAdfFMCGi4fNYbzHndP4XET0HwGVj0J3Hi+O9GLc2j/V9AYDfBnCbMf688eL4fQCPxTLviM9CKeXDRHRPAC/H2jC7IYDzjSzmFxBKKc8ajc4XYjgwkTBMLHnb3q/GIGvb4lUYXnW4LoBHE9G/LqX0HvK4ryilvJ+I7g7g3wF4FIb6ugGAf+Jk+xSmO1Qkzb1qg08DeCiA12I44M86kPA/AviuBi2MrxhcMHo/AuCNrTyJRCKROJzIiYBEIpE4QIzbbp9FRC8GcBGAB2J4P/cmGFZ9/x7DFuH3YFhx/K1SyscPgM//AeDuRPRtGFZ2vxmDQXNDDF9A+DiAazBMUrwBwDs8g288MPF7xq3LF2H4tN85GFYwv4hh1fvdAN4E4FWlFPXb56WUy8edBJdgWM2/GZyDAEsp1xDR12I4hO87MKzonozhm/fvAfDLAF4zrsq3K2YPUUr5OwDfQUT3APB4DFu2zwZwJobdIh/GcKL77wD4Tw1aryai3wBwIQZj8R4YdnGcgeEViI9gOKTwbRhk7JqF7uHTRHQlhoMhz8XQzm9egvZeYqz7xxDRnQE8DkPdn4thh8ouBsP/LzGcwP9mAG8qpXxep7aiuSdtUEp53ygjlwB4DICvwiAj/wfDKyYvK6X8bvDWH4X1joSXBl4jSCQSicQhBV3LJ+YTiUQikUgcYhDRuQD+AsPE1utKKd/eyJJwQERXYNhFBAA/Vkq5YkHaf4Dhc6afBnDueM5DIpFIJE5A5GGBiUQikUgk9gyllA8AeOXofYR1UF7iYEFE98EwCQAAL8hJgEQikTixkRMBiUQikUgk9hpXYDjEkbA+NC9x7cKzxv+/wfQTlolEIpE4AZETAYlEIpFIJPYUpZSPAXj26H0cEd3tIPlJTEFED8ZwfgMA/HApxTx8MpFIJBInBvKwwEQikUgkEnuOUspPA/jpg+YjsYlSyhugf6IzkUgkEicockdAIpFIJBKJRCKRSCQSRwg5EZBIJBKJRCKRSCQSicQRQn4+EAAR3QrA0wA8DMCtMHwT+y8BvBrAz5ZSPrdAGXcE8FQM3yK+NYBTMXye570A/jOAl1vfyU4kEolEIpFIJBKJRGIpHPmJACJ6GIBfAnADI8lfAHhoKeX9W5RxKYCfhH8mw18BeHgp5d1zy0kkEolEIpFIJBKJRKKFIz0RQER3BfAHAE4H8A8AfgLAWwCcBuBCAN89Jn0fgHvMOUWXiB4D4FWj94sAXgrgzQA+AeC2AL4XwLeM8R8FcF4p5dNz7ieRSCQSiUQikUgkEokWjvpEwFswbNX/MoD7lFLeIeJ/CMC/Gb0/Wkp5NjpBRO8BcOfRe34p5TeVNL8G4DtG76WllPx+byKRSCQSiUQikUgk9gRHdiKAiO4B4OrR+/OllKcoaXYwvMN/HoBPArhZKeVLHWVcH8M5AADwx6WUrzfS3QXA/xi9v1ZKeVS0jEQikUgkEolEIpFIJHpwlL8a8EjmvlJLUErZBfAfRu+ZGHYP9OBk5vbOGPjfzH1KZxmJRCKRSCQSiUQikUiEcZQnAu49/n8WwB856X6Pub/FTKWglPIJAH83em/jJL0tc1/TU0YikUgkEolEIpFIJBI98E6xP9Fx3vj/l6WULzvp3qfk6cHLAPxrAF9HRA8ppfy2kuby8f84gJf3FkBEZzeSnAzgDgD+D4CPj+UkEolEIpFIJBKJg8ExADcd3e8ppXzhIJmJgohOAvCVB8zGxxr2WyKAIzkRQESnArjJ6P2wl7aU8kki+iyA6wK45YzingPg7gAeCOC1RPQSAL+L4asBtwHwVAD3xWCcP62U8uczyvjQjDyJRCKRSCQSiUTi4HEPAO86aCaC+EocvO1xSzRsuEQbR3IiAMD1mDvyScA6EXBGb0GllH8goocAeBKGnQGXjhfHrwP4N6WUP+yln0gkEolEIpFIJBKJRA+O6kTAqcz9xUD6ulXntJnl3R3A42CfE/BAAH9LRH9eSvn7GfRbOxVuAeCdAHD11X+Is846K0i254sSe5WWp5f5Wv5oWXPoWP7ihFn/vWlbeXrL1PLUa1eEQfFrbqu8aD6LH5lP8mddFr0IT608WrwXVvmW9ay5IzwcRJpd51/j37pPGOGtepJxVplamvG/HGfFl5Hs+F/KOlstT4atihF5efVN8pXNsOqW9LUwXqasdq0KZNfwmqU33msaHi/FwRKTSPNr/G0jTp7IyPo9rvBu3X+Ng0KHh2tt2GpbL0zjbxcou+vg47tBFkoHW0W/Pa2ZZVpZ5TzuuH47s6rGq66lqryKiOS9JeJRcV06zhu5aztKFMPtxUXcmj+av/JK7NoxwrgfSth+5V3FEeG297wnfuEdqy+Xf9yohms1rr766g67Yjt89KMfxTd8wzfsS1lHBUd1IuDzzH2ymWqNepL/P/YWRESPAvCLI413A/hRAP8NwGcwGPCPxXBGwFMB3IeIHlhK+VhPGaUUd2sMEa3cZ511c5x99tmwh90N6geUTsvjPUas8F7/XBoeHfnIkuHe/fXE9eaX/FR3UdzSqtDSaO69iKv8aDzJq5Vm6bhWnojBChbWss726/KsFhl2HG0V2KK1F24pKzTwWI6N1V3G5IVdxOKIxWth4/hqGvK0Dq8sREWmEKaTBsBq0kI2S4/RvJf+qKUxV1T20q1ZcZYVetwIj9x3NM5LszP+E9bifRwTC6TsAmWHic0xrIx8t+jSwZaRVqNZyKhqRqOUadV61d0qN1qVvXQsXo6ze5KiEx3t9iLOu796P9yQreFg/iXcS9Cq/iryx7BpYGsGuGW4zwnrzcd5A4CTTjoJD7nkEnznM56BLx87hl+45Wot71Ce33XWWWeNdkXiMOKoTgR8hrkj2/2vO/5HXiNYgYhuBuAqDJMAfwbgm0opn2VJ3g/gJ4joagBvAnAnAC8G8OiecvrgDfH7ATLCI3wQS8fdWv5t/b15OD/Wv+R5DpZorzk0rPvz3K10kTiZjqepPFkyBQyPYkmXp5d1MTeO82PBy6PRJiwjM9tAq3cJYmmBtTpZVU2r3y55bxpdi3fnPiYsFUwNcWJhlU4NwxDOeSjKvRfv3ista/wAixPZD4OoKLez0pb3Sv2NWBfSOuK8WUN89XN63uWlmZtfszLFvfP5KlUkZ6JsOCKJ1+BVXURaS3xao2+rh0fztJ5Asqqtp1cFNwx7q8t6Unpx0i0nC2S+4yxMPo3mislejPKc9yo7pPxLozxqtHvh8oIRJsNlHRw76SQ85OKL8YRnPANnnXMOAODDHz4RXnH/8njtV1mJJXEkJwJKKZ8nok9gODDQncYiojOxngjoPRjjQpb3uWISgPPzu0T0uxheEfgOIjqzlPLJzrJmYtshf1ssWa4cejHDH82jaF2z+PTUj23StFScuaiPS/4onkPXy6OpOC01qAXZdp61YtGbe5/Re7Xi9sPCa1kgkfycTgVBV0V7LklXc0s1XVpH0iBXbr1aIdp9ETAxwq06KcJhDRWqiJfhsgxOaxKAwxKVbYYrC3y+pWVA77JwTUOeMxmwzXBQ08m02uPQ6xLSAtimXiP5ZXeyMIpSFfXVxSYDVptfML12azoerqQrWjpgsmGFp9mYsxB1ycWJR3O3NuW71MhoieeumWMNPrExRwwiU6U9dFviwdNF6nRp/qKQ8iCHmfpvGec9hrx19UwkaBpjwTAB8NCLL8YT2QRAInFtwU47yQmLejr/V42fwbBwByVPFPxzg3/cSPtH4/8OgNt1lrMA5LzmXiP6qPIg+VW1+05/K422HhDVQrXHq/WI8v4jaXrasqUKWCqZzKfNi28b59GX7og8yce4jLPKb/GlyeIc+dbksFV+hFbr8vJ49NFIA0w3SGKGO4Ioz8BUhp1/Yu6VRcPScEuH810k/8RYEvelnh8w+uWtcXjVI0VF5tX8vUOltRLdqn5veKpdM4q5IqVZm9oQF+3CO5jy3WqbFqzhWHv8OODiqrmJAIougY5XaVlX2EzPXwcAACrDVe9r1SxlbZjKpyF3V5a1algijI8icgpTQ1QD8J5626LnCVjTyXk3ownN+IjbakPNzXnTrl2Rp8rCjuK2ZKj3am33lzzL10XopJPwsCc/Gb98zTX44Ze9LCcBEtdKHMkdASPeDuDeGFbsvx6AdWL/fZn79zvL4HtYWnV9HSPfPqP3kdKLXro9hrUHS3WI0OZuWT+9dCW9uYjQiGi7VnwU9f576sGzTDR1zEunuecasJ4xGTWeLdXR4ytqwAJr+YussvdgTp6aT7qlpcXV+6XHlej9Kny6Bi8z3gmDlVKtlsJo0OiWYXJ7vxYmWW5Vj2dtaLT2urqjtPkecG9IqtiLVwVk97TKthCpS/kWkpcnQo8Qs0QlvVEcV2+11AkA5kZ1l3FCoDgr38FHjRRPOWex8eQsU3dPcdUgq++2yxFmTlgt23vyaCNbZG5GKxsLuVtPFumuxuoO4mW0dkVY+SOwhmDt3loTCpHJjJ4wKGHefdawY8eO4aFPehKe9Ixn4Ba3sc4IP5GQrwYcZhzlHQGvY+6LtQREtAPgotH7KQBv6SzjA8x970ba+4z/BcAHO8vZA2hD4TaYa2h4aA3dsvw5tDWN29PIezBHI43S1Wgu2Z4tui1LRcsv60N7PFtlao9kD9bcvqYWaHmtNQEvzVLgqusStObI39x+wPnW1L6omx81JtVFy93Dp5BFwmAxyTBJzwwz2OnlQ8vvDVFLiaG0eCy6lgYN6N3X4o3TsZov4panokVgWYVyeNKGb+/+vbIkNAsz2I4rg5+wWpEvmLp3edj4X4vduGhMz2mxa5el2SXg+Phv3Zf21PZ6qdd7d5y4SJg8RK9ndKj55BNDuiWkAQ/HLfm10nhlaeV6aSw3f2JKd8/F0brnGt5Dm/t3xKWFe2H80tpIhu0cO4bzL7kEr77mGjzz5S8/IpOdf2KSAAAgAElEQVQAicOOIzsRUEq5GsDbRu93EdG9lGSXYr29/0WllC/xSCJ6EhGV8bpCyf+bWI8TzySiW2i8ENH3YPjEIAC8s5TyfztuZY+xrSY519CI0vb8Wvktfw0zTl/qLr8HLU1T+7e0VY6lLIGWey6sZbqoeqihJXe8vqTVEZXZnrQyn+aOlNOyOnp46FV7LT567ycy2eLxoq1PtVRY5i88jeLfoCFJc6uJWUaVlhYmt9EXYHrmgHM7kq2Woan5NaM6At7UUcOfh0tNWdL0LLW5YiJF1BKNSF6ep/XP0/dqVryuWkvMjXvgBjufDJBu7Iz+0fIJvSaAzbC69R8j23XrP9WA0c1X/fmrAbUbWCLeaj4tzDIqKza6okKjBfWwQyeM8+mJh9WdW+VYT9D6L88x8Mr1RtC5sJ7smpvzKo356GWIq3pZrxRY/MmwnWPHcP7FF+M111yDy1/xiiM4AXAc610Be30dyg8rXKtxlF8NAIB/iWG7/2kA3khEz8Ww6n8ahoP+vmdMdw2A5/cSL6W8j4iuBHAJgFsA+BMi+hkMExD184EXAnj8mOU4gGfMvptFEDVMoo+GiOY1F1V70vyyXBlu+a1wiYghpGnAkbjDDPkI5WHcLzX1ItJJOlpcRA41jd5KY8mClr6l6sn4ljxaPHlpKuomz5YFoVk5EXhqY20D2ZZa2dLNrUXOn0zH7y3SH724XT25paWCsF5irf9KQgImhj0X8VY30OTN4k+rgqhfVrcFTdttpbdocPBu7omLNqxH+d4V/l7IoWkbRF8V0Lpu5H4VOuoBgaPYSnf9nF8Nm1Rd0Q0esDDtgLymiDM3KbctYYkKF4lqyMnmlzQ8kY6KV/2XZ1+Cua0wYJPn4yJc4ydaP1qYvHevK7WeslY7eOml/ETc8kBAbYJorlubZJL1UZR8VthJx47h/Isuwnc985m45W1vi0TiMOJITwSUUv6EiB4L4BcBXB/Ac5Vk1wB4WCnlM0pcBN+L4RyCxwK4KYDnGOk+C+B7SilvnVnOQog8ErXhv2U4a9hW22pp89vk8WjNKWeJuF54bdmj+mxbvlQJLG09Uq/bIGrdzNHC5+SR6LG+5tBdGkvJD1fRpAzM4T0oU163jtAnDBbU6mVnJu8T60dT6TvjtGqQYVYaDl7NMr1mlWkWiqTrhWk05oRJEWnxHYE3IdFrGcp/zqOcR+MW8FzeNXYKNg3+se5q2Gpeq/LB8lQ3CjbODai3s0tsc4vDN58X07SFyq8mOnOfCNJo481gHVPR4wb8vWvyPxIm+ZdPSylK0fjqtr4sKcuMuFvzdxze0NS6p0q//s91Rza4ePfjhR07dgwPe+IT8d3PfCZu9VVfpVXBEUOeEXCYcaQnAgCglPJ6IroLht0BD8PwOcEvAvhLAK8B8JJSyue2oP8FABcS0c8DeBKAe2LYHXAKgL8H8BcA3gzgZaWUa8kHRaNGzRzjv2IJ7cfT3qw4j+fIY7EV14PWo7QVF1FJesJ6ePLckna0/rap12jalsxyNYKrUjWPprZocRp/Xvg2MqSpUJ7KuNTFeZD3GIn3ZNA6nqpXdoQZUng8s5Q2/MZtmmJf1pfGMk9f90VrLKL0Gdu9aXh4XZKs9xXtcpYYS7/cOx0dkjy6JOJac4qeyFluufnE+tf49IaVSrNn9b+nTUi/rY3brBMAwMrwn7DOukGdDKifBKwJiblVsS6M9bKO5zSA2Kf5rNvV3HL04+G9o4bmluVZiBqWvAtqkww93UMbquSrAEvUgzUkhmTPiNuPXQBy6JD3h0DYzs4Ozn/iE/HPLrssJwASJwyO/EQAAJRS/grAD4xXT76rAFwVTPsW9B82eIDYxsBtYSm6mvbZE9ebPhInMVezlnGe5hh9nO0XLH6ATdXPU2UstNQfD600RVzVYpJ8RyeUlobkzwJf8yARty1vS8t/haeyVbemWno88XSB1wJWfkslN/4JmB7PbrDQXX5nvhBtBquqvbDIcENKnGZVzF2Wa1k2Wv4587xRaPejpdEQHeqcNNpuAChh1b1LazEtxF4TwPSVgTopQNWPqZvfunrLRY/jo6snBnOmhutoPWek8NwRnlthEHHVLcOsdD3dZzeQf44biNdpJE5+FjDijqTjT77osGKF7ezs4PwnPAFPuewy3PqrvxqJxImEnAhIGJirCS2dliOqMfU8inry9vDQg5b2yB/5msYqjRMYYXMQzR+pY00tOogJi1aZXGO3jleay3OrnqJ5I2mlCivlZ1tEVcFoWs5jj1z0qvYK6daQ4d2euqzZ6H9FpDHLL3r5Ef5baaq1ZBmoveBa91xLqRUmlw5bw2avWxuarH8PWtol65qXAWxs75/0/jEMLL7yUsb4SqswunWCgAgouyPrhd1GWZE0DwKESEu1vD1Cwea5BXMgReM44rsXPIOSd5EqzlGRaj3dq7t+TyUyiYCgu/rlU8R6ykTi5AQAN+IRDJPxnNdavzJ96Qg7trODC77zO/HUyy/HOTkB4KAeFrhfZSWWRE4EJBT0KODacBzJP+cxPUfzs/JFy+4xXL04+ej2HuvRf1mufIRbGnULXhqNby+up66WmiCSaoeWXlNr5uT34qP8zuGxlQ9Yy4N1lNY2GrklB558eLTkt+mq7Mr1PYg0LXelXy2llnU3/q+WPRV/XeYsIisK00hr+uotm2k22KxxxYg3/D1pVL5HaFXdM6RLMbUsAitMxku62nmRXGuPlO25Of3IpfGr0ZR8V7FeQp+tomgY/xOWtTBx1Xf/J9XJxR9MbGrX4Gmx6efgrw/MHX00400TWym6PSMW54+/HCbTzwGv6x60nphyYiHChzZsaPR6ulErTnaF+j/Xze9HDmcVUW2jhu2MEwDfe9llOPd2t0MicSIjJwISAlGND9icL46mBQvb5rHqqSAt2o7BYKoJ0u/FtdBjlEfUlggP26owQNjoWvEdnaDpUSeXRm9ZkVP6WzRlm2lqUg8i+Xgbza3biDzOpSXpeHz2ynyZejXyalzNV9b+3bIZ57Gi7o/W+q70GlaT5fc0cu2D6VHRVe9JCedWWSTtnOFPDjM1jJ/Qv8Qjpfdf4znSHVsWW2Numa/2c0N/xQarJ1fcy/C6gDm0l2EyoKZtnQfAiXPx50+F1lS193SodCJfHfCaSgNPIw3rllvyKycqth15W7x6X3FouSVNb4iB8EeGoNpeFdsa/8YIOomfNQHw+Mfjn192GW5z+9sblBObyMMCDzNyIiAhYGkmmjYWpbetdmbB01blY8KK1+IsGtuWGw2T/pZ6ZBnhFloqhQdTleykU2EtObbUO02F0WDRkSpF65I058izpXJ599Fqx0hbe/cyBy31F7BlQ6rwmrroleult+JEulZ33tg7Xa8Cc4+1xTdVy0zrs0beyPBi+SVkFWmipsXz3QERsZU0tCXUnqFwjrgSu3hYpem5W8uz1rDO+dNW/1vDIrdUZ4C/9w/mNs8IKH4P9Atbs7wSgbIWbz4ZsDExgHXZIjjs1vhW2Jukr/zKeA98lNGaEiJMa+rqbn301CpbK8cK43UixckTe608a1MMjHAtzvJrBxfONf6lW2JHifcmAIgID3/84/F9l12G297hDg7lROLEQ04EJBqYqaFM0Pso7qEbfdzPWQ+w8nprFS26rUd6lAeLvkw/t869R25UVelFr5y0tOwoDS+/x5Omoiwt65blptG31DSP7rby0dPuLb48GeeGc91XHe2X1Ri3jHDxvzGfwXjmy5uatbMBEcctJ0mv0uTZtFuU8bKYatj2DlEtaE0nw6o/Ol8p+Y8MWZ7IcfHoueeeoVjms95q0f61/NLaCfI7Mf7rVbA+9E8JK9j8AgBmuHcYHb47QHNDuCVa09xR0ZB55Yghdw94bl4Wif9osy71VGqNsJJXbWjQ3Dyv17WtLi7jLLfsHtsY/5pfgzx/gN83D9shwsMf9zg87fLL8VU5AbAF8oyAw4ycCEgYWEJzlFjK+ND8lrulZrTcld6GddBwb4OlNHcOS4WI8OAZXJWOp+236Mkw671wD72ql5feU0OsOPm6QEtl623fFm3JW5RmzaOtBXn5esuJfA5w27hGv/S6qozbDeab8KL9ayx7fVH8exaK5te6Tau5rGquFlSBrXvNbT7JX4vv3q7Ntf3WcO3tBvAM+t4hSqPJrZNjCOvSk9cAuLvGi/T83f/mEG1YkMTEecV+WX+BwCpbfkSDN417j9j8AmXvtDt387dHJC1J1zpNxSp77qhuISK6vH6iI78c4b1jMbT0reEIIqzyV9/Xtwx/eQ+R+vTiduBrGUSEh194If7l5Zfjq887z6GUSJz4yImAhMBSjzIPcycEWgappNmj+Ufdc7XTCs2I7inHi9fCNA3WWs+I1l2L7yXcHEsvaUZU0BYNL7wl35HyNXWtla734tA+kaj1mV4Z4UuzlirplefRt9b6ND4iKCNLZe2uea3bc4vQVGSrPJbE0rodtl2x3rb71KEiMmxb3dqK3+Yktoh4RGl4S7v8n2//9/LNhbRWLZ7qCn/BdMs/d6PRM1pzs0qxvEvUbDtlPdGwIuXw7/XyXWxWcXTEiMRZ07i8rONKvIUlm55DE13vaS3jPS3DGy68J4T3FJFueRZA/bdW/eX9tOrVi/deCyAiPOLCC/GvcgIgkVghJwISI/bqkeahV4uKPCp6VqHnlGuFRbVj7b9lpEeWbbQwLd6zGCy+Jc89j+xeWDsytPho+Zxnz5rxdgL0xstyW7xp6hdX5b10S0HWTYs3yy1VeU7fa8sWb16ft1Bsb7WcwCynmqDVlQBsviDtWD8bLI9Eax5etsezRFSrXyIv1+K1ZtSGmh66kWEPIl+rqutckbajgZfbquPWu/8dTd/Mq1kyLO/kgEAlaTXKJyOHIuIb96PdQ8BddwZQ5Q9Tt1e9vAm8acg5o4R0a6LJeaujVusJK4+CkPfoiUSPuFiGcsGmOEue+U4KfvV+GENrP+teeT1y/i3j3xoePPR0r1pmwTgB8NjH4vsvvxy3u+MdA1QSfcjDAg8zciLgyCP6iN0r9OwOmLsDYC/cFg+R8IqWJtuKn/vYjE4ItDZMeuUtLVdROfFUmCXqs5Wfp+Er1j20uMq2n4jIRE0n3RbPPcb/NhMDcncAU40LMD0AsGC9dFoYmTEtymb6Sq+wcq00ofsoa7Z5UGTuS/scncwjaffGa3MrmlUl02u3za2nCCJzoFoYHLfshlxc5XDILRpFnEL/24IwvCpQ+eKiVkWaizfGd/bLlISGEHucTjGj1mloPS8mDW0pLry6uShbhjscd/AWNtLzU0aqeGo0+X1UfjUs1ewtupUHb5JAirH2JJR5rXjvaerVTY/x74XPTVPrbYcIj3jMY/ADl1+OO9zpTgEKicTRQ04EHDloj1gPSz/eovS4FufljagLLS1xCbf2KEYgXKbZr3hgqpJpkI9/TetFwB1pH4u3lluDd650VC2aC8uS4/Qt9UjW9dJo3ZcsU26719odIo1URaUceuq5x180bZ0QqKsGlupe1slRLZiyjtoQuZq+OGJp9bMG38QIWe/KS23b09C1fHPiZZoJz5iutHvV7J3S1sLcfBoNbQKDg1uEnkhv89/Db8HGZxE3jH+sD+3b+EIA1ulX9Ga4Cw930hKtuwGVmEhYzbtXcRovWj4etsQTYW5+XtW8+8snsXVtswNAq1cZJ/mqvHnGf6suOkfPCWp3ISI8/NGPxg9efjnOu/OdG7kS2+M49u8QvzwscGnkRMCRRPSxtM3jz0L0sejNecsw6Y6m28at+S1wTdTLM0dlmPNY1bR6TXONqlGeey8g1SOp9vB0c3lpqSNWfEt1rNZGT3m9aKl1PagWH1/SLcwfXebVeORuyx+J0/xj2/Os9QDA1S6Askl65WY0I2lMdKThhqqlyVd4K/ZWmlb8nDRVNLhlor3o3cISw0eEBhdnmdcaPuYMI0vuFBjlQm5kWb2Xr3UV5p5sfJn5yJvkddLW6v2SSOKNGHOa3ptGjk4hV6Pxy5g2Uc+IuVc7ATjqtGblkc9XWXxGn1BeXiuNFh9ZsmnV07bxNc0jHv1o/PCznpUTAIlEEDkRcOQwRzM7aPQ+5vebJ0vZ93jbS36jj2Gr/CVfAdive+ypX23VXsbtRbyccOn9yjSHpo7NpRUpRy6VRvpdNG4uDQ9l6pwcACiSqOI8WlzahMIGbzKttXRq/Y/YZYXI+aKW2PE0S1clL7dlFcw9SG+JYT1CoyjuOW/heM3Zy2+AVilA2QF2d0e2ab2BpXnfTC5KoI7ICC+Be6tdjX/BkZPi8zDVDeHvcVODtuXmBwLy+TdOp8bvYnpsgxzBd5T/SBr+DyWs3lsNk4cYtp40c+J4fGsYiTxx5sbNyfuQCy7As57zHNzpa76mQTmRSHDkRMCRhVBCr9XQVqw9916VPVdD1dJFw1qITjJ4mnGEZk/5e0nLOk86siax15aSB6k6cfW0t8y94lErR1PlW7IF2H1GxlW/5tb83C2XdrmKysqhwDhXytoCWllZxMIZK9XoJystCy+YpsWYhtOoS7vE/uWtWtUh47x8rTgt3oqTFkAVZ6sprSbU3HNpWPmkuEpxlhZl5L8nbf3XrD+PfuV1vIgAYnnDo0AVNeaG4/ZeJ9C60uRcgtrloH+uTxrc3C2N+ojbmxTQ3PWW+D9PU/1F+UcgjfaU9f4lXzI/P6JibrdeMo7HtzTI1lC11FB0gxveEM95/vPxxEsucbhJ7C2OY/8O8ctXA5bGTjtJ4sSFNE6k4r9teivfEiiOu3S4l6BlwXuUeWE98S1Yj9vW4957xAcMq0lZc9Jq2nuEVkR+5+SdA0/ma3hVZ2X6uX1tCRTYL6sDa55bqmIkLtL3pF/WReXXOKywMHcXrzKNkXbCJktr3toYV3aHJV55r1w0SIS1WJyDVleXPFjDp2extLDUMCEhj3jn0CYCenmIPAZaeaRYa18ooHX1blimwbpzkwUnanjz75bpJpZaSJlmUQ1pi6857lY6bXSQT0A+Cmuw5mmWSqPxJV+j0Oh64uuJ9dwuyi/vCdAqo8VzNO4pT3sa3veRj+QkQCKxBXJHwJGFnB/fK/RoSK04qWJIY7bMcGu0Wu4WbxKW5hZRYfYqT0s9k2ki6VvoVfOqX1OTLNR1KG/b/TZWVaSdLfqaGljTed8Mi2Kb/NIK0WCtjckT7CTNVhwwr84blmlR8q1uIVJeCQwHNU2JpSmCNs/QEpsWu9vA696ymltDTKXXYwG24nvS8rdYtHQaz72WUWTZOJq38qJNABSDZe9jJLUYrUuINGr3ZG4S4auvXXJx50PHJhsrI5uf0s+7CK+OJZ841lPAOtlEzn9Em3WbNFY+6/srFiJPJS1cy69pK/XyvsKp8dSaKu7ZkcDF89bnnoufvfJKfMt972uUkNhf5OcDDzNyR8CRg6XR8XgLc5dNWrxEEXkUWsbHkm6Nn8hqozQEyXH3hGm0pbt1P1Y7cPVMk51t6s9zS00+Kic1b1U/566JtCwYTXYj2/yteK4Kt6C1xVyVWeaNyLFE5DEi6faMJRZP3jqfwfMqmJQsZZPUxlWm/1qx3Fqq4btlWs6KFxaOYi+J7WAqzq1mj4hGK42s3qjWrg1VGqyhqjWUeWnndoNKI6oRWcNn65+75W4FZagvrH6LkA2idXjBNI6Hl4YbSt5V9xjTTFb/yzBBIC8PkXmhVn7LrRmM3ucAvSbq2RUQEW3PELb48L55Y3Upa9iQ/HjwhoJap1JEWmW24qL3wuvou576VPzBu9+dkwCJxELIHQEJBXMe1z15tjFalqQn0VqPsAzXFg/ROOsRPBf8sb7tWkt9NLe+Fa+5uZbeiuc0oaSNwrp3Ld6j0VuWZ11ZPGj1ydNHrLpeSJoR+l5ctaJaX+TW/NJt+eWBhZqMSP/o1k5JW4lf0VmeZCkq2VV5BKi7AlAwef+fp12lKxNSbjN4FobWfax4LU1LDGSYNU+nldPqvq1h0MvHRcJrxyjdOVYrH8q8f85vC2M+LiKymrjBpG2AicAbrfgmFi7CKKLbGPxpvHppZPkRt/aJvBW/sNFqKpluG8iRXAsH7Hk3bbTTyvDiWrxp9Lm4WvUjeZW0vTgtr6yTysMtb3UrvPgVr8D9H/hAg2Li4JBnBBxm5I6AhIA3j7sterSxCC0rzHrcttxafku7lnUUWR/gbvnvqQcyzHpUanm3bUuNdq+MtLR8TRWNqIUtNU8uc1m8baNCzT3sL5JniX4oVWTvpekWHUlTcwNTVVFr115TwLOcjDyTVXcHtPoxSEdUaCi3Ua2lSr5MRVKGVQKtZbaixLfE14qXYqFZU9r9VXjLtF5aj6YFTYRk97NEMjJMRviN8Gf9a93O46FgYtivVu9p7eZhpjXV6S5gq/+MV/Np53VNpYiWGERGfV6sNcpI1CnsyPyL1bWioiPTeOl5WdanFVvlRLp/JE7rKvWqm5Gsy4IXr+WX5dbroic/GX/wnvfkJEAisQfIHQGJEZHHWmtudw7tJWGtMLdWrKW7IqqiaH4LnubpaewHiZ4664Gmxnh17tGI0NYmXaQaAiVOa2tJY9v297BNPfN76KXRah8P/INXUbT6YAsRFV3uEmDBNe9EvJ26107/n7BS44W7NaxEh4Ftu1+1juYM35rVIN1aefU/2rVb5ZJwW2FW3Xm8EOaJMecVmH4hQPLZ4GHF+uiQq/4Tb21PNXIT1si38ZQfy12dF8D9u5vV22ranjkW+bSZ+8HV6CQAL7derSe2hDcKyTguIta5BZroSlHXygCmXYHHW/6iXC1+eDkaWnx69XXWzW+Of/vyl+NBD3mIU0IikdgGORGQGBF55M0xJLZBNP+SxmmU7hJGsFdmr2GpqWKWembRXsJIbZXD70+qIC0aLQvKgixLGseW2qPFb2ON9dSvLMualIjQiVp7Pe0S4aVaUpHXBWTZcglV40tzAzrv1Vt8tonGeH4AooHCHNrn/2qCAmyc3LbSjsfwSBNZ81hWFXvdvF7asKaVodG0qr0V17IaJKQYaGV5kLsVeruQZxFqRj3nV56jGbl2MTleAsBkzsp8BYDJgjVacRQaPlpRlLqlsg6vEwATf4t2wx0VAd7c2iRARAS5qIO5W//WanZrAkAL80Yn+aKTTN8zb6YNAb1dRdazVjcyjzfUaPcV+b/woovwEz/zMzjzzDMbXCcOHnlY4GFGTgQcObTUAws9hkiUfitdS7Pt0Xxb6a1H7xKTDFGViUOqLdwdbcNteI9o+L2yJNtBuy847m1gWThyWdRSNS3VOtJ+MqyV18rvhUu6XHWOwFLNLTmsca0+x+lYXxfgYZoKqpUl4yRfmDap2Y8UNggAdoCirNFVY78mnlhl1UIa76GwsFV6kbam7xENDZqxKqtFE2VL1CUvWlpPHFrdlq+2a+msMrV00i2HKOv1Ae3f41dDzSePr+D5St//ZBMJK8cbkXl9EzFyBRubWlZVW9NjWo6cBFB73XivrebRIHutlpc3vzUBEEVP82viIJtI8tASSwlOp/d1BV530Tk8zy/51D5ZqIlpFHLKHY3/AuArbnYzvPDnfx4Pe8QjOkpKJBJzkRMBiU54hkjPI6JX023lj6gJkbn8OXSXgMdX770tuSuipyxLNlwVtsPdgmbFtOI0tRSwjegl6tbjU6azoO2s0NStJbBUO/GPiElLbVtwS6eDL6+66u6AlTVUMJkEQJnuAqhpNrTmID+yCa14D5p4RvJZXUOjpc3neJaaNxxIi0abl2vRk5i76h+hK18VWLrLjXLDxUatZhLiUjbFR4pfjeNb/CPdw3slgJEPuzm0+S+NLU1MIiK9xLFikTk6TwQ0Ua7dqPEFyElY5H5lnVt+La7yE5mzikAry6qL6v6nF16I573kJbjRjW8cLCVx7UAeFniYkRMBCQM9Wk2vBrSkkSLpeVqn5Y6qGFH1I5LPerxaj9xteDoIyJ0Lvepij+Yv4aXfxtrqqWuPfiRvtBxrQmBbaLSWoMtl2jqhzvJL3rQ4b1Kh+Bq7xe7Gkqqn7nN3YTS4m4Vp82gWf9ENGFIkNDpanp4wyc8SuwO+jOkOgaWGNU2c5L8Vp6Hea+uVhRl8bhwQOI1eu0W9u6NZpatcfPUfEH4Rv3pFwCnPmyK23PXE6i/Je5T30fDLOPkk3ea/iqesQuvlJW9Ek/zJe/CWWrT7te5f81txGj9amd4OATm929PNbnSTm+D5P/dzeOSjHuVwkEgk9gI5EZBYAEsYSEuV722G8x5bEf6i6bx8Mkyj6ak4vXm8MK+MCM0W9mKSIqpxzy03oobNxdI0if3PreuW+grDPTeOQ5sEQ6ffiKuH+JUxrsg8LP3qEL8xfJWH8U0sHXdLhJqBJdBOf7Pye3S1Ya+urmv0LWugxYv3yUBL44+65yz7WrxI9zbdQ/uv8CyjOWAr/ZWOeWtCDK3b5mHuk7JANfo30nZ8JSDq1ppfQvLeerIvOdq2eIpuKKl8ad2ylZen8wz2qAZUIT9ZqIlza4JA+9fSaLjgO74Dz/+5n8NNv+IrnFSJazfyjIDDjJwISCiYo33JcOvRsa1GppU7V/3wyojm2U/Ix3OLp215nquVVwvEMuSi7ha2vX/L8um1xCLheyU/nN/eSYxtraw5cVwN5uq8ZVVG/dUZkCtPY12l4ZMCI10aeV5ZSzW8pmMEa1i1rghrenI3QEvsWrxqaWt6eZBgdOXfS2sdqWG5JQ2tKevV2hWBBeLnGO88jXe6W0S2DF7lyr0l8QWYTAKocYxmZX9H0OcZzZG+YLpLYItXAiKjAYfXLF719n4hwIMcXWWXCA0l7H8b3rTRVdaRN1LKuF1MN1n37pKQPFl1ov0XADc880w876UvxT+98EIQeVMNiURiL7HTTpI4WohoMC2tlacxNI9ukOGO5uF8WX5NFYnEbQONDlc35KPcSgcjjYceTTrirv7e9blQVkUAACAASURBVI5I+RG+eiHrWcZpVy96+lO0fzCtXE1v8TmnH7baugdWuYT1l6p7+JF+g5+N7qPkWVlOLHxy6J9glyuuk3iR2C2b08M8EbOGV+lvGdhWmGZVWMNizxDtie8Oph8uh+LWwmR8LUf+W8OqZ93xj1jItvJEN9hFJgcEMtpqdpr8Td1jvdLIK7XkQoaJi/j/bvh2XPDRS4bJptPY5H7rFixxifxvq7lo4qPxJtsv2vWt5rSaWKs3fh4Agv+t+pE8yn9+Pfj88/GOP/szPOpxj8tJgETigJE7Ao4ceh5pWt4IoiuTvfE9RomV1tpk19KOW+UtAblEaEGzTErD7ZW3BDw1TSuXp5nLv1W2FudpwB5vMkwrR+NTqrSenElFqHUvEXj34ZWh0Ym0h1Wv1nHqGg9zrGClTL5U2spa5P3tYnPbP6dXpvFa0xFL660697wW0Kr6SHOqPHSGed086vYsB+7Xljst2p4l5EGzWDgNT2xl16pXUf698qp4sbSl0tRujaUvPKwot8yGAap+lpZ/GtB0G7fQ667VaaGWs+PQakE7ZzIKzl8rr9cdrW4W/TqANtp6oq/lg+Ov7lrPkaes152sLqj9X+8GN8BPvOhFeNxFF+UEwAmFfDXgMCMnAhIBRB4TUTpyHrz3cW3ltWhFNM5oeTx9i3ePl5ZGy+nzcq0wq8yedttGo1+qDT30aPWRdBb/Xhiw3mtdscRkhVWux2+P3M7JO7dNeX5ZT5KuNYEi97PLeE3Fpan1JFXcyVZ/Q8W2XisgTC0i2Q1BUM8MmKQvm7REMc35IB7PV6h5+pYIcb4sePNac+bwyODXgqyTyFCviQUP7/23hlJvWJ9j1wixK8DqOItSoDbvyl0wfOGyYP0myhi+CmNxwGjg87IxbVLVLbty/y12jSa8OmXze0/5XZYe2LwXq5lr3jkjKjClI7tgpd1bfZJGix9td4X0F6zP4jSHMiOfd0kelZEVBcC3PvjBeNHLX45bnH12444SicR+IicCEg62NQb2kmZEU5tTlqd2bEvbK2sbRNQkzW0hukLfKisCjaZUIZaARae1A0ALkxaZZTn08K5ZgVxF7a0HqarNlbVe2bHUaks9tcqqEwLyU0E9FpodPMTVyYGGrJdWHAv2WJyEFbuKPHHyxCE6F2ql9cqe88nAqJUVieMWYcv68E7z9/49Xr2dHTKdJrYeSFRlYX5SbqWKTlGMXSuMiflkpCnwdwMUoOy2m1q6a1VGTtVvjfbeqBFpZu3ixnmkWSWsri75rpc1XS+nJK3jN2Q+q86tupLnAWi8av8RaOXz/zPOOAM//oIX4KInPzl3AZywyM8HHmbkREBCQc9joAeRx6eFnkciL6+3rDnl9JYh1yMkncgjP8LXXHj0Oc+adqyttlpuS/Vr8RVVvyzVSlM/54RVtOQ6co+amrpNe2oKV90MOmdp1lIxNZXfo2P5PTnz0mju+ifSr5IUrPdSd/Qlnt9EXZ9jPGkHB/YMIZrYe5aFDLd2GrQ2X0ia0SHQ6yot9KT3di5Y8bwMOUR4w0t06Kn/deJC7jXnQ2bDwN6gzXjlq/xaXXuiWjgfMj+7JmUEoI24EtqTwpt2jmwI6Rl1rPq2wmS8pOFpGLUuWjzx/7lPUu63RmdvE4zkJXppr2Lw//s84AH4t698JW5161sjkUhcO5ETAQmGXq1tLraZEKj5I3m3vR9v0+Q2tFsa8rYTGB69OXXnqVCeew68vccWfxoqv3NW/HvCuL+XT01tk3Q9bNN/WsuWkTa17jmyl7sHmsWqmQw1SLT76tOB8rQznkaj2TBnah55JgExXiZ7thu3CGxWe2vDiSVyPeHaXmoOfqy7VT3V6I3MMUVFQRPBluhGaCtzNW7X7Y2TZRldqX7hUpKZuHex2v4vL77Kv8oo4lbFG3GVRX5wHBfXsmvzxsM0MW2NhtqoZzW5BT7Ky25mGdI9CIwCG9jFdMcB55W7vXvW4q0nReuJxUdDyU9rWFLETh16JC+nnX46rnje83DJU56CnZ08k/zER54RcJiREwEJzNPMlk4fNYA8VWNpA0TTvqNoGbCR9RAr3gqDiFdVuw7+taOTWqreNtDuy+O5Ze0s3f6Svkwnzw+w8mpqVIRPK38UMr+1tmZ9LJ6HafuvEfRLWp6fg68PinTWAX8AphMAQoXeeLlaye8tpXGLimelMeNqkoDRc3cUCBYtEe6dH/PC5VCh5bOsEHkWpGcxeKLhiYnGk7dcKsM1Xiu0ITUSF4WUDSG+k88FFlZlvE4NEhMUI06KOA9jcTsAdkd/5cUbymr0EnuLpFsLkxtdrFFQitPcZvPgPaV4N5A8ayOXJ+aRcqVb8iLn8KwR3+u2kXS8/Hvd+954yZVX4tzb3rZxR4lE4tqAnKo70tirR2VFZFWTpz1Iw12DpsWR4bZ40dSbVjlzMccyiFgO1j1r97+NW6Iu/0mVSvJpqaWeuriNrGg8y3rhF1cN+dUq11N5I4jk19rUWxqWdaz1kb30cz45X9jka/UKgEPTrdbC/gpLq6jJE4O/rPPIKpWsc5KWMS3TRUV6TriWrvLt8duLlthH4uTwI/N5IhIZnnuGcC9tHcZqeF3ll0nHONodDPKV6BR2MZKTOBhxLGwVR5thALBDU5pWlcxp9tboH3maSGXV+kKAPM5CGqpwwuCEyTjOozUvZfFhlefx2HJXyFFa6ya9lwUef8qpp+I5L3whXv/Wt+YkQCJxiJA7Ao4kltbcloS31GPx0utfgobHj4dtJzsi8O7XW+ZqnQh2UG4PPJ1mEfSEzc3XCpMqmLWRNqp+Wdgmf+VRWy4tWJ83LdtHu4e5fgT8nDdlB0YZf4rGq1NGceKkWw5PLU258lutK6vZWVKT7hLDh5Xf6kacv7nHV4TqaEacN48o92hH2m2pNDItsDEPuGp6J7/LRjHiymZc7RZqnAiXROWo5fFpwep92v157vpWCP9CgPaB0kizaWFy1OBh3uhXy5dPUIsnq7ze+tDyWd+0aT0V5H1GLwC4+z3viZdcdRW++va3d0pInLjIwwIPM3JHwJFDRIOzhvue9F6+yKPFwxKripKfbfw83FIbYIRZ9CL1IOGtqVjrLC0V79oCaz1Dxmt55sBqE00WvDDOa8/33nr43IaGrE9u/HOrL7pSv40/AiXPpArK+C+X3g03jT+kpRNx1lKqt8w6oc/ayRvyrOb0wjVsK1bSz/cZQ3F7ca3msPyROGkFadaQd+1HGobdgsl5lZH2JiN8EqfQqWJHCv1VnJOW9/w69UYNdyu+lc+7OD+VTUlrR7j3OozXp8aLd9+SdjSfRqM2P08jsY3WpWEHwI/+1E/ht97+9pwESCQOKXJHQEIB166WRi/dOUZ51HCvkPerqRqeX6Ol1SEP28s69iAnIqrK0LsbQNLbS7dm9M+Rgx5Y7SfperIg03DVTDOu54CrgHM+9s1X1aW1J/nT+klvHbdoRMsQ97xKRqNb9FUqQGFxBKwPETTMixUdr/+PblnehOYuJsutmlUDJdtehKMRLrueZtBK2pZYy3Q9cZIfLU57S6WKs+xy0qLV/r043k1603DDehfDnBELJ2JJmOG/ElcRtxLpGiTriMORjzKWvfKPkwC1e0gx7XXLZpxLTxvVZFNrza6FaU3XCitKmMWTJ24R99x82hydhm2fFhynnX46XnTllXjkYx6zJaXE4UceFniYkRMBRw5CC3HTLW2ozqHnKeGav4Zta7BEJiAsmpHy9nsSINLeWnpLpfPiI25N9dGsAa+OrTw8zdx61tpXm5QojUvjeVsVzCp3WxrAZltFvi/HMafvtfJUv+RVs4C0NGVtMcl3+GU67pfv/W+kVfJNXknYXfu1W5JhSw4JXrVrcVb1ekYmsAzPPTQ0K0arV+v+vbK8IUfGtdJUHmW98uFv3Oc+ITnWs7q1X04q1H9r+KtxRYliEyn1qwSEdVo+qkrSc0U2QsPqjTVMHn6nNUfrySGhiYo2McH5guJvTYRYZbV4scBGmVndsDVpYJUHAPd90IPwsle9Cjc888wZJScSiWsTciLgyEF7lO0XltAmNQ12TpoWPONEasdRjTuqtuxFHg8R/peeGPJ41zRnK680EmW6qDXQc29au2qqpEW39ek+DZqlNgeahdKCpeJC8Vv5t8kj753xLV+wJgBlB6DRCJdsk6BdCNNj1bmfpjRc9R6Y3JP64rdixUmLRstikfLCra4grSd5XAXnR2s2D16TbjsUtUTVGprnIDKJYlmPzmcJN0S1MHErmJzYvypGxtWiWRh4XFHiINIVrA8rLOsJgNXHNVjdWZMBGlpPoyiNgvX9VMgXlOqIpI2krSZqNa3Gk5a2nlXQomuhZ1LASmt13x5Yo6vscrXu/8WP/Aie/uM/jmPHjnWWlDhxkWcEHGbkRMCRR8uY3Uv0lKmtJPNwLa3ln8Obp3m3wlRrJBCm5W2FSR561DDOb096Db1qofZqgpdeoqqG2vqIZRlJzFWhavm98uyVaaljvbzxq7V25NW9t8wa4aPXL3nWVFLtawFYG/KWSTDpGkX4Je+WX7qF/MqPtfMlXm14aM13RWE1kTWvIhHpepF5rJaYRcH57Blqq9vidS5/Fi+R7iV4XK3k1/av2ZlI8mFiQtrYOWCmr2EFq68SrNKM7t2yWd38yQTotz9ntJa0drV7YTxofHH0GvitkczrIvwpo2kakadzhEfJj/yfe26nVraHSv+0614XP3PVVTj/UY/assREInFtQk4EJEbs54TAXMMmEh7RFiOYswOgB3tVz0vT1Vbc56p+nF51a186BtoqlKamVb9ymnzYiNVoyjDr1P9WPi3tXvU7qb5H6csJqequcdW66rR6wn7Ob0Q1FhYRsLaw6pJrb/krMa8Wm5aW9Qvv2HdJ1GtuHueJvFddrbjWt9+0uTSN5jYr7pKWFtZq/p65Xm2iZc7SMI/j9dSq0yoizmQPEYbzA4owIhndSfYxXJ3q4ulr2TWMd5Oy9ksRlmwSj6DNNK0eoKVdNXPZTMPLbdHmcz29uwGs6XMJHs6/DtDLayRdK947wnXpp0hto1vd5jZ45W/8Bu5w5zsvXEIikTho5ERAQmAvJwS2oWlpclHDsReeodmCp3LIf0tFkuVFwnpVKUsF0txLyYV3H9UdVTEj9WzRbdGW0KyTXllrWWDAcl9wkPz28BpVZ626nuPv+Tq5Yb2wqImbgLVRX9g/MOv9/2qhVRpu1ZZNnlpi2GtktwxX+VFxbzjQ0mlDbEWdE/KOvegRu+iQpF1w/nssJm84rWXxDSDeErDSlkXEV3HCDlDGr3RORA0ijPE1CRPX6ngKmU/WlzLkaGKyg6Eb7bL7sqpIc/Oi5e4DC9qo4Y081i1afGkipEGbDvdGP6u8Fj9afA+vc+fnnDkq3Pfbvg0v+ZVfwZk3utFM6okTH3lY4GFGfj4wYYDtV9wakUd+hIbn18I1zdJR9DfyyDqI1kdLPeJYcuJlqfby6M4tw1PRpLuHpqVqAtP20+RZ80fvb049kLg0yI9S9cKS7x5rzPNz1N0B24BbVRr9ltvgbyJaTAaoXhBNQUxUZHyNE/VKrF5rPNVwnr9h9WjiIL9P1ts9pMEaSRv1yzApBh6v1tDYuj9vCPK6i8wnxVUbiiR4XbY+Vq/kbc01EXePPPJRqzrkFyq5p4ofL2slilUcaximfi4jrVur3QFlc3SF416x1TEU9Yxa2qjZEguLvmWUR7biy6eN9vTxwjxoTzbtiWLFeU8f7Z4IwPc+/en4D7/1WzkJkEicwMgdAYkGtjFUlzBuOR9y3l3zc36tpSzL3zKClrwfCU810aBp6y23F9YDr95aGrW2bBaFlbZlXWjrOVDCuF+eWRC1jjQerMtCtVhaVpx1Lz1y1KLX8ltt2fLL8lr8aHFOf56IWVGSW3I4uldFE1bHqnfJa2F/Ja55y3DNUmhVi7W5whILXq52m9Hblt9r4/Q4rRrO/zX0Dg88j5eXlHgrvdUe1lAm6BQRXwQN+QXLKi7g510WbBjQq2LG8MnqP1hYLU7wNElHTjWzrjDpZYTJlzW1J0AVRWv1X1YZ//devpIjtuTNKofnjYqdzBspo/pbPGv8W92Cd2sPkQkFntaid+rpp+N5V16JC/LTgIkQckfAYUZOBCQEtlHOJbzHUq+G1zIiLHraY9fya4bFHI3YQ+RRHm2DJfjR6EbckXI1tSvaHtE8HrT2q2omD+N0K78t1c7z96zzcBoSFm9SrdT47C2L8y3dGi+WFQTo302rl/ZideuevDjuLUoYMDknYBXOrTGVGDZesFZ5leGSn2Im27gHK1wuq2rgcdvOr23j14xsmdaqh57hQLOsrDCNtjUxY4ltq4yWCNcyrTauSaQ4AuvJApZW7jKQ7/7X4iZiObpXrwqMEw3urQtDfzIaEMy3cya3bw1JhozU0aGRbANyVdwaQSxoolLzWWdjepMCkh+w8Og9tcrfBpYonn3uuXjZ616H8+5ylz0oNZFIXNuQrwYkBFqGhNxcZm0289CjpVp8Rf0arx5flvap+Vvw0s/R1CdqmEBP/c/lQ4NVp15denVsoZUnal3JOtQ0915Zi5S7TTpZx55FqdGPpq95NLfmlzxW7IgwrXy5TBz1j+7W+QBamGoUkiLC1WKCfu0Y4QSs9l7zy6p6r1ksQ1ITA+vkMi3MC19K/GUazqcnhh7dSFxv/tqWFRpfkrYUSyuu6CIqyzJZrvGEyRZ//k9lFEUucoq70ps0v5CbnpGBi0l9XaEQsEt2E2vdyyvHenp7YRW1SXtGPYsWMN3kEhE1SU/WW89/bSY5pETK9WDVyb0f9CC8/l3vykmAROIIIXcEJBRE56zloy6COYbfEn4Nkn953y3/EljCELfWJPYC0mLQDGsr3qrnvYTWhsB0bUY7Jr3HD8VvoVc95dDqTTP259Jfsk20feI9ZXv+SreMwdIC6wkbw4tWJhqiakUIWZFGMadtkfHK5ZMLmlha4hkJ7xV9r5laQ0ILSwzH0TQVllWmofM+CnNPRK4Vv4Ph7ZTxIMHJ4X8d/hq2iqfA7ZVpGrVaxLycK7plOvLKf0m7d0SyRkgJL4z/H3fiLETSRFCfTBZ9D3OesN/9Qz+EH3zuc3HSSWkWJHpxHPu3ZX8v9sccbWSPTxwBRBT2gyj/MMKyCjRt34r3rImoGtir3mk8V/R8Dq8XnnXWm7/CW7716LSgTYxJf68lBsQ+PM/hqfI97S6tEy1MSduysosSvrH8K8Ks5u8ZmmSYN8clYcVt2+QRkYh2r1aza0OK99+K42msbhSZkFHoFRE/p+dPenkBiuhGG1XPyyrT1f9VmCWuU/b7eSWfZoQwN3x7R34tjq/eW11Hm54mTD/PZ/2jkYbT1C44/9aHOKJt442IMu6U007DT7zylbjgwguD1BOJxImEnAhIKOh53MjNaq28c1eDt9FIrTJluKeJRvz7hbmG0V6Ur4W16n2/+OBhMlw7/tuTmd57sSy/nryaJcT5kWm9q1We5tb8kbiq0kt+o1aVZ40aFodqhWiWmAxrmAkaXW71TCyDsmkRWAbwXPHQxKAYcTJPJE4TO5k+4udWnZeeY47RPRf1PuVnAFuPhBbmTChYSco4AbA7slYwvLMvzzGVfDbar+zGR3B+RsBERMr0NQDttjcMY6cO5BcuI8a11VS8KS141Rb5OoBFo/olL9q/zM/L1+4P0O8pIqJWe9/inHPws697Hc67610DVBIJC8exfyv1uSNgaeQZAQmBnseKZoxEaEVXMT1anr+lzUYh+fT8LQ13mzj+z1Wc1j1G7zuiRXoav6USAdP7m9PuVvm9kLIqVUVZx1reVthcHgv8PtSSLfeldYNXiw/Pr5Wt0fD64hxepFvrD7IttTZkYavdAbuYnLy2egmb1tbXKo7xQJH2Knb1R6wU7tcsk0rban6ZLlAtZreI+GWVSDr8k4hWd/PiZJmtfytOazYer9VnlH4RpIn5yQ4rhMmhgIWJJWHNL42iufLXsJqmsDAuhixNGe+piAuCB6yzT9za5peJqBe9yqzq1MrohWVUW6LsNaWVJnJPHn3rKemJ5pwnZuspXPFN3/qt+PV3vSsnARKJI47cEZAQsB49cx9P2xpwvEzJg+WXcVG6Ml/P5MO28CYvPBVi7qSHN0mj1Yfm9iYAJE0tXe8EhDXZETGetXMALHjWTSuPpoJKWKqgTNMjXy2Z9/ipebV78NqCt7+2jubJmKRThF+6I36LJrD6Bpv7IXNuoVWLbpwQ4C9cS0tIC6uEeptxLDIsdtLw9vJZXUX7UqaWXouTl6St+XvEKlKe91/d/GMVHFa36XmEcPYFX0XwUjh/wFRsWBdqrdDUTSnFu2dZV6x7WuIBYGMXQIH9CcAJT+zaFeXIf63cCHizaGKnaQXRkZiPYjzOuwdZtRGRlP/1Og67K24Djc7Fl16KS3/yJ/M8gMRCyDMCDjNyFEg0sM2jyDIAl+DD0iQ1v2WkaX7pbqkZc+9N09rn0rN4nkPP09Drv1a/rmo5g48eaOX31q9ljXAjee49eNaSTNc6Wt2DN+HSuqDkban90vjv7R+kpJHyi6lfFcmihDFamgavdpPCjPoiuhVhcwJAocH/ra3xWvNqFoUnMla4VqUav1r61jyQxoP1wXfPH4VXfrQ7Vh6rW4u3wpZ8fDGSK3KjuKFg2P6vWYnO/8rA3V3TqmKs5bFeCVB542Raw73oZiDGiwMu3q2nVvVHR0dtFGmlk7y0/iP3J8vxaMn0Hj3ObysNxymnnYZnv/zluODxj29wn0gkjgpyIiBhYEHtZxGNapsdAL2PS81yiPgjaBmomuGpaepe2Bz+rHxSTYqmb6FHJnrruVphlrz0+nstpJo2agFJWZgLSaP3hLZoPXPrau7uGx7mnSbn8Sd3Fmhlsbr1mnHlJpauTONonIjgkwWq6TRemoh7Yt97e1ZeWaWeKMqjMlriUJve6hpamHYflUcuShoic0vWJIyVzgrThtT6msCXMa2n+l/duxhO9md0CqdT57AYn3yTSe8kABfpwkR9dWAgF8Ei+HFIljHvqvoMGdgIZvVIwPqzh9NbNuec5jwFrKcUv5fqjkxVW1/hlPkl7VbZ3v8uprsQLLTu3RqNOM669a3xb1/7Wtzxa7+2UVoikThKyImAhEBUqZ+DbSYEWo/CluE2xy/LimilLXXDoxdBxILozS95kXy11JReWGW1rJAartW5dsk0c6GprxG11IPk07qHnkuiWoMWn5FwyW+P5djTBt5Sdie9asAXwSs33jfcaKeb8Crk1+qWlsZeYS1xtprWoqehNWkQ6S6Rcrz8XhiftLCWpa0hlMdVGseVdBGePHfdq38cunWoQHtaoADleIfxH7gI2HgFgbvrKwRalUBkK+y+aGS6ANPP/hG7F14dNO1K/CwDWXbPgXwRsZs7HVnnjHah07C6Yc/UfRWfunFa1sHST1etzr7xAQ/AT7/qVTjzJjdZuLREAhike79eDdivco4O8rDAxIheTW8bVKW/N48HTXuM+DVNU9M8pVvz7yc8rdbT/K1wT/teYpWau7X6XaqMih55afm1vrEtv5aKuTRkXyPl0tJVFNjWqky/hF/j10ovguUL2itSzGKyyKqHAkp2yjodX/as4Txd1MKxxGjOECnpSzpaE1rdj+fRNtcsAUlzLt3KY3VLsYbi9sIkbS+9MQ+0qurqqDsGSvA2e4aEMjW6gbU4rl49GOtE/nODfNVzyoT05P68EVz7p/Fm+T1z0deaSRtxWk9k7yldoS1DSEM8Kjbe01cLM+UD+mispbP8XvkA8MTv/378/BvekJMAiURCRe4ISMDXSGU6DVbeljbTs0PAe+S1Vuo9f89uAS1ujhHXm6+3DMlftDzNMI2WPSePhMWnFbYr/C3jfRuDW13fw2Zde2VoVtV+QVqDrbbWjP+58t4Lgvq6QGF1PbFaytR62WAzMM5M9k2LdMVIx5dPteKsIuWW/Q1e9iBOszBk97HoLNHsra4orSJriOf/3gvjexXmPSbHuIlYjNdkrgmB/0gaKXaEyVyYdS7miq2yZnvFMmGyw0CGybSc/iptmTbVDgHHy7pp5e1NeMI07+T+Fgjj4mWJuDZCyjjMCOP3etwI7+lmLdE9+dRT8ax//+9xwROe0EE1kZiDPCzwMCMnAo4cNE1rriHfk24pWlGNcj/8Hq/yse5pel55FlrqDpjbUq2ivEXcvZCTMZqm7fGr3VPvBI+V1+NPi6tWiVZOdR/UBICEVIUlOK+aqm75sYBf47WCWa2rfc4jr55IrtKVRnGa2q+xVDB5ubuU9bJnXfLVrAfvo+taN7bie+JkPH8n30rbOqww0uwaIvNoPE4a+jWdtv0/ipbV2Bo+a5g4N2BCsorFcUw2mZjWovcv6Eb+Vwb6ePjgbg3E5sn/G8Up5W58DENJR0661WQA1scsaNO3VlNGDf1eaHzUf0sktg3bAfAl2GZMz7JIC2fd6lZ4wWtfi/O+7usWoJZIJE5k5ETAkUND0V2lWRrRx5xM19TyF8Y2uwk8Tc6iNxdz25CwVkU0tXAvoLWhLFtza3HRXQCa9u1ZNHNoWTKqWTDeUmILS7cNX3Gv9KNv7Vrw+ma0rrX6Ha3CMoavshkvlZvdK9rvWFnyNlZ+EnGFhe9O2de+qCgvSd+Ll2k0tOJlGu/Nj6VEz7oPjadatlymldv/uTtikUXioygAdoBSJyRYF5q8JaKVuWS9Kqgr8qtP+BXx4QSjLTZGszKJXtFSssrkZpz1Lr62Yt8TRgYdi/bS7+VHUD8P6E11y6HCivNw9/vdDz/16lfjRje9aSeHicRc5BkBhxk5EZBQsMeaSgitx+C2/v2iKcMs43E/w1pa8tKIlCfd1jfp5RIdOv2czlJ+Ta2FEj4X20wiSFhywMtZuj63aSthHa72HVt1bNWVdp+BdGqXqfG3qwAAIABJREFUMMyYunfaO/yuxd5c9iNlyC4lz5LULJRWU83JZ9HSuhTn0Vqxl+V5YdzNaVe3FVaU+DKKIS/PMvotS1bjV/uX/Gn/xzGpm7olv4oxAOwUYJf0YrQq2Iij9QRDMx/rrrU9a5p6SxX78QTkvO2wMOnmYUVJ18OD7JbHYJ9/IP1enPTvjrRvf7e74Wff+EZc5zrXQSKRSESQhwUeSZTA1ZOnp6wouKYE4bbie/zb0tDupRW/F0Z2C1b9y3vT0h2Eu6o1HASbX8+PDr8HTW4kDY9epL/t9cVX/KUqKtXyHlh1s43fk1eaxm2IwBhXj0pfuXk6Gae4o+lKweTrBLJaJeuaKFtptonnkN1MGv9aPi/M8nthEtZkhrWZxprc0GhE41vdl4fxrsPdnL8lhvcy45/XGxdFwuZhfUpYNdq1diOr7Vh44WHE2BLdzmrGvQzTRkAtjYSsZi1MdistTIxWXYh0Ix538WWX4Rf/+I9zEiCRSHQhdwQcSXjGqpen93EWSW+l6dHo9sJvpYlqklEVIFLuHHj1qqkt1OHm8rOUW/Ls1QvnQ6qac+vOkwfZjvITehYNrmov0aZzIK0qQG9HYLpe59Vrr7+H18kmZsVd+VSsxtXyIxQxY8a7TKe5vXSrJLxuC0DKhmM1nxIm4yzxt+K1OFlFFr2euculxVjybIlOnavS7r/Fd0+8dr/a5ITMU/nb9hwrObRZ/7VcpW1LAQqx5iVgd3eaBdp/2QzvSVvPINj4YGmZslgnBHhPt8qxwmScFm6JicaLrOJIGIwwyYf3GsI2I2vttjvHjuHpL3sZLrjkEqekRGIvka8GHGbkRMCRxpwJgShaNHvL7NHclvTXsKhGLMO1CYGoujM3bG57cl5b6uASbqkKmlaZAE+r0e71I+i3XvhuoVoJ+3lgYFVBtfaT6Tj40l5rEysC/gifgPEhs+EqotyVaPB6rWGsbHWYaIx57hyG4MXT/vltkAh3yLvweKtlKCvDajqNnlxy3CtRLcqlxWl8yGVl71GglRuN985N8Cw7PkfFaS7xX+laXWX8X00CVHcBaGe9pR/A6sT/5hOjDrWYJiRaR63OIhjLUvlniG7w8EYrrdk90ZcitOI9WK4GbU4Gwm+9edMDbzLg5FNPxbNf/Wrc+4ILZlJPJBJHHTkRcOTgaaNzNb85iv9e0ZeK/rZ+Hm49jqPGoFX3S2jcnvbsqU9avFYnS/EY4cNKW6Gti2zjt9q1+nc70nsQhusKS1lclgVqldWywFqTF566zWlqfm7VtNpGWCKTYixV3EKB+V01eQuF0ZXfWqsgli7KglamV8Va08j41icJwdJxv4y35kk0ulbzyiaxmrwlPhZ4N/I2G0l6ra6qWW8tPqzhSfIXXem3lphlfRk7BMoYxycBVpMBtF61B7AxGQCairIaxicZMH68odIX1VDTyJG8hvENFNHm8ubeLPBXAnj5ERra6FL/vc02NV5D7y6AGsbLJgBnnHkmfur1r8ddvvmbjZISif1Cfj7wMCPPCEgwROfq52Culgxs8iSXtbxy5vq1cFmOByvemmiQYZb6pIVx9WAOrPrsoWfVlVXXkfRWWNRy2sZvrS95ciFlx+KT97O5fYIjWh8tvjQsPSa0yu/sZ6vT2naGZc9mNr7jIcBGtXoqz/J1ALlbQaMju6i1om2x24K0Iqwmk+Ee7Va5PWIru1GLv+jQ0OKRxL8VBugr+Npwq31eUaaR9Od2cW2o9JIXrHYDrMS7Gu6E1ZkBE7ZZN2iGERsVaZ3OrANMmzrylLHEQoPsdRod64lT43egV2/k6S7vi5cv54DYKLWR1vJ7I+9Nzz4bL33b23ISIJFIbI3cEZAY4T36+GNvSbpzaUSMiFaeln/OvL1n5HZqdU20DFLN7dHS6Hr3EaUdoRnhS0JrDyu/tp5i+XlYz/214uca4i261offFzS2VyqspnpH/S2V3Gsblt5jnVtA/P3+CZkyxo38bMzHsLiaVmOvhrUMPmu+J7o6raWxVv9bTS+PtmgNl5X3Od9aaw13lvXVW1Zk4sAKq+Vpx1JY6BkSeiZxNL5k97bSj//8XACZpQCriQKq7hrPZHQjjKU9XtZ0KqiIvGWaRwNvsroroNVUPMy8PxEW+SBqbaaWuEZQy2+tV/LNHJIPyYPmvtV55+Gn3/AG3OyWt9yC20RiSeQZAYcZuSMgMSKyBNRrbGzzWPX48PwWtOUw755b5SypNfak5fW6V7s3rCW03vI0GVhix4FGWytLUxUtv7QIIpaS548iWq+cp4iKG4HVRz0Vfgd+G2qWsSxH28Vj+LUPl1sgzVP0puf0+RcAatbWkt2EmGP1tIZBb/7KomWJS2sZ0Rv+PBGUWkLLstK6j7XkqfHXO0RotCyx9nizlq81HqPgy8Atei3erP8qfiysABu7A/g/0Srrumha561hfKQheZX1P5h/0n2x6ZbdUVaDdustbYNDpm01mTUnZ00weOA7AbyyPZ68/He6173w0re/PScBEonEYsgdAUcOcwx0a1nLor8XaSIGC3+ke0tF1d9r3Fn0NDVBhs2Ns8I0f095c92RdFr6HncUrRVpbRXbk4PIro+9QquPcXV4ibK4Rdmiaanu1msTlhzwdJpb+hvLw83uWa0wg47ZrZR7UF8JsBjxg1eo1c+PYrCqyzsDIFLlGj8ef1I0aleyljtbohkZfiPb8zVaFdVCtYY+WT/WsGil6Vid3/iX9Vn/A4f/uf+72PhKQEQ8aveom2P4hplJmiKM+/FfHgpILLx3lLLmruRXGrV8cuTWNrFERiAS/1oZFo16v5E3l1vzflIEuPte55+P/8feuwf7tlXlgd/c555zX1zeXBBEHiKPoLwsfAGC8jKXJkENL59YAiJaJgIpJRW7KaOipq02tpqWAlGQwE2AizwlpGIsNKnWJMZqu7HVMt3GTqejFUmUqOGePfuPveZvjzV+33jMtdZv33POnl/Vb6+55mPMMZ97fmPOtdZ/f/vtuOGmmxI5DQwMDOQwDAEDBNl/42yFs5XsXjkhKyBurXvPMuAQJNEqg7cajlbIPat/D3rZxfK2VtGem6GHyVjLKH3PGEImfZT/1mCMQbKQLdBTRg19sNd6aNpL5/Ulec9OFxgiPbHtwejGauQpAFTMHhXYxenIq+WTqQYN3UWL8re6r6cbkx8ddomGlsxLb9FmysvqD/DTeXZdL02DN3R6h9IWQ0/XnX6lfF1wndJWgL4gcPdCQOLPusCx8Ii6HIxwfbCiYl507dbd/5iEMbBZzHrSI/qP1PLKfGdFp2n5ejPckm4u3X/5m74Jr3nTm3DhurFkH7gSMV4WeDVjPBowQBAdppPxele9S9BLyLxVsb7PkqKeleTSsCiOd4ByCazyWUso5mb6yGUgAndWPwtaFruX+ujXQ0Xps2DMqOenoRnhVvD6dBSfoWBex7pM1j3ie/0ivmh4evdNV806ZDF0sSh0ux33TX+9ze7FlXItsHJ6Q0TrwfJhxgCtMww/VibJQDNTDwuXflo/HZ+VSUKXvRr+S7CFjIY6FVFMb+1eX/fCZVjZr6omvwCz9wDoaxH3+r0AvTONVe1L3FpeVO2y22TR6uyyuF8LVp6Xvv71eN1b3jKMAAMDAwfBmFkGCLYkHmcNiy14LCKDrU8AWHpl4nl+lswe3aM9Cr1razGwaAWf0Stqt8y99GOf7osYZU9+S8GYH6vfrRDVE6MGHsvTS2nWf9i9pVNQ5h5iXIWjALttUtT5aYAyXd17IdNjLgyZpmRVmZHtyfO+nVYdv+hef12SbROz7gDHLwtvipP6ST9rKrO6qtRN19PS64YHe9gJAFkuN1yo1bpHIeXbvTbDKdcRTl4kCBWk3VF4tlq8/0jRIwGWHCuMdROJY+zrwLpTZtbTdVFKwbf+6I/iK7/jO/yCDAzc5RgvC7yaMQwBAwqZf8eZhfyWiMiE/pfLdIkIiskejPutkD04uGQV25OPRHYppxlCy0fG2TJfKyzDbtgK3Frm9ZLvrfuGZm9Wn14j37tfIyvTNz1DE8g9yatrCmj1WXF6ykAE9UwvGqyrWeHWUGo/3UWzze7Fk7vjLK5F3tl9VFamA4vPhqZMSwjpXjjzY/qVRDorT9YmSxEN6exVyiunzt2vImUUOK7zIu91g44pMPtegOwQyezea/cx+M581LxsuOk4TGZrTss0Lt3Z7iPjXrx4Ea97+9vxjBe/OJl6YGBgYBmGIWBAYOm/8oatCYuVL/tXr++9OF54FNeKsxbR6ndt/pnyZvPN5L/lTvbS/Ar8lbxX9uh+azA2aC2RtX/vT+fL9ND30i/7XgAtT8d36tl9OR9JRsMqUFX7z6aoMnWbStJKGUyX1lYbIKpCTeZ1Oi+99T5HLadHP21YiF4kmEV04MgL96bOzIkD7zTAGshuom1k7cHMyyTM25KeuqAk/OyFgXI2md1Xu8n1cJjdG9fsbMhM71HXz0DOjl6XiXb3WRdnV2D9yPfyv+Fud8P33HEHnvSsZ63MZWBgYCDGMAScOyz519sbP2MQ6AmL/m3L+xRDSOrhyWNuT4dMWFYPL32waqOrZu1nhXt1y+CduuiVZbEgfW/JtbY+m190kmFLw4aEXq5r3XTcFta+wO3FZ+mjLWHvXrIamS9jUC0vfX7c0425E9jb9RV1WRpb8tK3OBV7Lw7sgWZhXnLvKwFUR9hH8bUOOp30zxyE8oa9Bcm2dH46L+mnX2LI3ExX2R0jVia7ovxofQRd/uyVfQXAi6+HcqRWBT3y7z0KUMUwmM16da7KrptV1VxK56qulq1qprf4RU3GDrJYXZjZurQ7MzRl97XQdM/qFkF3hXvceiu+9yMfwec86UkdUgYG7mqMlwVezRiGgAEHSwja0jgePLLRm04iWhEfEkvlZ8uzlR5sNcxWtNEq/hCwWA1b7vUwLikDzr0O6/lFTDDDwuSn8ZYsP7NxJbPRYRm/Iq5V+Wt2SNhiVTrTZhD1yr4CoNM1dlNlnIktRWRWbgtmmok1ewYZ9qLjWWHaDezHl/EsIhsNC+/kApMTsSk2xL3uyMoi/STDjKa0Jdu+mTRsa1obeby2LqdOq+l36lcxfCppHjYkpRCjTgtOjAU6yAKbEbJNr8so7yUlYDpYM463MvBODEQUhHUjSzed5/0f/nD8nY9+FA98xCOC2AMDAwPbYRgCBgh6iEIGmRMCHjIrvigeQ0REsv/Gs3BWVpv46bAl+kl3xHB688oYb5bUedMz2sWP+oe3XLXy7UWmTq00LG3v2OphaXr7OVM/Vp1ZxgBLN6/MOo18/p+I0TL1ewJm8bQhyPod53bks2EM1vakPIrvVWXPm9N0VVtNq2VZO/6N2DJiLBledojJ7ugN6R4/D73TD3u/Q6Z8UkZrVyvd1HWt3f72aMDxFC812+phUE/V35kZiRA21CxYhz4QuJseIOGtyi0jQnb26Gmell+718Mhc7XyetgTnoA3fOQjuPcDHpDQZmDgSsN4WeDVjPH5wAGBJSSlB5nDdxHYv1WLzET3bNmg82H5R/HY8qUaYVshs/rNLL+85dOavlGU21riedBxNNPItmEPIj2zeVhMZgkYMdXnsq2fluPpqWUxHVh6D41iOOPAO8pfhWMXbyp7wX7Xmt0X4sfiGflbxY2q6NBNHpbHiePp1jNVeTI8NpdhhtZLFC3ocms9oi7I9NLXY9gnE7x0XpgexlpkRfxpwLq7naGri0zlL4D5tYCoO2e6ffTfiP3HzPzXyDRf1O20PO8Jlt6hrfN+3Jd/OX7wl35pGAEGBgbuEowTAQPoIzNby2xx1xDkaCe4B2uInnfdEtnlVY8c74j51kaBht4dd31YlMlYewpAL+2sfDJosrxj9VuwRCkPsM9ns7jt3jJSWCcOvJ3/THkkg5V6y303lW/Vuht1uJd9tp7rCfPZqdPOYAt21XTwxGUfGfDUzHYPq3lYOt3kl8HzyPp5+WgWZzWzNbVokp1hbAwe25xtext5MfQ8MuCdDNBhsq401L/I2dv/24kAVQR2r0VKx154PRkC5VgMPWBmp5PFWtrtI+jqYObfdm3VpLtd5qqbQcqEktcL3bXa9SkvehG+821vw8Xrr18gdWDgSsF4R8DVjHEi4Fyj51/2lv/aNazVrPTTyxoWx7pfoou87zVSsGUYHD8vzIpv+ekwKxywtwSzefWUwVumevs80s224CzGsgasD7Rrpi80JpNhcWtOyegtYfnTW55Zxmjpk/XrhVyCk7qqUu+K04+d12A3XPWxbDyweEoHqidOm92DHg5LmNOStFK/1jXXNl807TC/aArsfZlf5M6ka0PFY3lySDd4xD0Dr65kf63YPw1Q9pNHh0B2u/0srNqnA0oRs4nT9a2d+4w7C2v27/1PmY279AyX95+54bZv/3a87p3vHEaAgYGBuxTjRMC5xNJ/az1YYzvPrvDuyntrCSFXcmypZvnpLTO5tKor/bRuFotYsrL3/Hrg7TBbD+Bm77dod48hSJbVs2xcwgKt9EyO3PLUfUszG2tJfUg/GTbpKV/yV0l9VkEf2CMEOy/RB1Z1azWmS/WfRommvSz7WSKjPWOe+WSglqXL0OMn/T2/tu2gN44snSM3w9J0DN7R/0im1w+iKb9dp18Fdrv+u8//Zadzw1+/JqNiHm+muhySyovNIJEbxB2B/ReQ1aSrjlUlOuPKYZ5dzWTL9LXf//346te/HqVkJ4SBgYGBw2AYAs4dtvx3dsi4DL0EcA20nJ4VaE+cyM9bQnl+3uqVEbSluh4CHmHEgvstwPqWpd8SHEKOlNeW0Raz6TVcRX4ZyHSqPzKS33bvZ2/6F8llHMla9khsFbKUOrt4Ko86E3ACfRa6t/msbr5Ghjw3zeRZB0PWoHf6kKwu0x0tN8PSdE0/WY9WOkbkWf5r4ze1JiPArDu3EwGyi06O2ScBiwif/HdPvOz+nPjNhoeQ1/JspwZk1WiSbbmbOTITl6UDiSNlNrd1ZTKtOA2RTHZFIs4r3/QmPPsVr8DAwLWD8bLAqxnDEDBAsCWhXgNGdK1wK04P9MoRxn0mHy/OGuLdS9C9VWZvO2e2uZbIyjCWXiPQofqw1jXDrHp3fbaQpVmN3hPzZLN2kP6Rn6Wn5Sf23kpbqqvnAPWDyZaaVZTPGsKMRe3FU2xJvjWt7bz3NKtFdtekbzJYPTD2JWVZrGepX1X+3ukEGS6Zn9S/Jtxr07Hpp9WbHDqazUkZXhjTj+mgh6bQqx7Pu+MuiUi3czYDgCD/mAwIcuN59kLBcuo3GwqTLk1uPT5N45F8y40F6VqRqgq7LKpKy6zGNYoD4j5S99mrFXZUCr7qDW8YRoCBgYErCsMQcO7Q/lVFJGlrIrVElrWik+Fbkj/P8BDlY+V9JRhUNLLktUf33nJmDSqWAYbdr9FH56nbO/oAvFenVf3WIJLF2JeG17ae/lk/1k7ST26lG9+4K0eYPRoQDrls/Vb4nw9scazt/jonjXtp97PbZApgRgOmXuYdBZYczy9qWkaq5dF6lq8m3Uunm0STuzpLfRgr7AVjmVZYa1eru/UOVSvqgum5GEMlu4JQ4vbcUbeR8bdcjXhGAKv61+Z/dOECvu2d78QXvfCFK6QMDFypGCcCrmYMQ8C5Q0SgDgW2LdWLiOytLYteGjSZmXyiFWTWbymqcfXcQI7NrNVJ++klYDbtGsNPT98xCOCeLkxODztcwoCYrOh93axfy723qE57/IB9ec3PK2tVQULfSvJaPJym7VLNjHZZMGoi4nrVu2WzMhUkU5Ly9c6zrv7IRpXx64FVfmvYSx11WPSvqjeuNe1Y7SrDvPwtphvFl+0p8z0WURLdXw+daLTuiayYv3tA9zWVVhfBcmfh/RfQXanHzpLNsxVV29HYcI6uWpfrrrsOr37Xu/AFX/3VgUYDAwMDZ49hCDj3OCQRZOjNJyIp6AjP5hPl23OighlAdJheunh7FtrP2gLsrYuldZddnbMlnbeKZvrpPCx5kawIHtuT7qgv9uiwhD1m40d6Wi8U1PEyfszf09M7nDu52+MC9fI8WWMvu3giO53FLG4lxFOynjrlqQWRsSbVZcfmLWSajZFjj+Ba1SynDlmstVO+lmUxtihtu2ePMjC3nDqjcOsD8Exnpit77CFqCx2m/fT7EUiaZqfaBYmyzYop04B3Ge+/12xI6H40/dgsq7tSz2EKHc4+XKvPYLH/ptkhpP9rel3B+q+9BBXAheuuw6tvvx1P/qqv2kDiwMCVivH5wKsZ4/OBAxOK+B0CvSSnQevj6bdmZestMXoIprc63BJLSGMEXQdsuZSRx7Yoo7SRH2MZOq8IUTuyN61ldPFwhPk0WxK/CD35Z+s6yjsjR7MIfTac1Wm2T2Ei54rtZ5u/kvJVTExo0rGo316ZnKLsdCTJ2C+LTDpZtKg+GuGW6XTVZP2kjvKq/ZvbY2IyHyu9la+Vd/agTDSdFwAXsF/HrN69MKmnl6cyhsySFFKtpHtSIt/uxa+R/5mqzT8wannk2nPrprGqQH+RoF2zMyS7St1lGbyiZqcY3dzXXXcdvv0f/aNhBBgYGLiiMQwBAwRbGgR6V74svXd/CLk9xgcNtkXl1WdvedbWZ4ReUsrAVvrWNp/nF8U5In5L+ovUN9KzF012hiH26LlGFwtem2fbJ1seFb73ELNxX4DTFwoaqu26r9BlR/Bx6me9S2HGnIRntuqber02Ks2Uln6NMvJrOup4TJ6XDzvSrvNYMtQ93aK6WFJvGb0sBuoRe4/1WvUiutnuKwAqifnFuUqd1K8ND/oD5l8eUMWR7sxsoUx3od2FzcZeN3Kq0sy3udn7CJZC5nPh4kV827vfjc9/wQtWSBwYGBg4PMajAQMO9L/wHmxFVuW/dH2/Rj+2VEDyfgmkzt7SxPM7hBGE5bE0H522ZwXvsQ5PvibZXv+Iloe6r22NqL96RoJDGAC8PDSpz4wR78vbrC0ajp1w474As8cFdtkJffdUVOUpKn67Lbq8Rv1FTdIMAhmmYVVXNi89DCy5Ok9gfzvUKv7S10lInTSb1OFSjqe79JdH7aUO3rSguzXr6tEU4ZXTOvafaUfSJWfXzq646/bO+y+z042uRk34vVmGubX+ehax8iffFTHjZvRicZldK+qOFSdGgFe/5z144vOfH2g4MHCt4DLO7sj+eDRga4wTAQMCmRVBlpToneWlu8wZArIE3qp7y9MQlt+Wpy7WILM9F8WxVtDazfx629NrK60r04sdOI3ykXLXnpZgejIEK/JF+fVu2Xpb2/qEQwbeXGLNNTK4kqlJlYE229TubPtT67I7NUB0ShAlE16ahaQszCM7fesho+OzeJ4OXn5sq9iDbF4mmz1g7rFOa5rKoKcd9rbx1ZX51dMuzdTeXQtO3xlg6FgA//g/Tnf+937HvDottBnCmmmt7tbbFSQs/bL/gQD70YN27fnP1PS/eOkSvu297x1GgIGBgasG40TAgEBmRzTauYvQu/ryTgTo+4wuvYYF7z4iuRk/vRex1a70GhmWDtqfMRVvKbZUJ4/dWPnrbcFj7NfvkrrOliWztLXeRGaxqbXMJds3NfT2rLW1GMk1tr2pCsozbCota9KJff9sTy4Jn72Frear3qoWNjV5JDnKg91rQs9OFVh+8jN+UjeribPdUbK+pcNOl2vp0X+ZN2On1vTArvqzh1IvJK8qbT0WUZoxoDoihK6zYk3dfmcDc357xRNTkTWDsyJAxdVVmYGcCaPqA/ZNkVYVM7/LgWwt39O5Xa+7dAnfescdeNxttzkpBgauRYyXBV7NGCcCBhSyq1FJDnpWyWsREQ4rD7m683aRo9MBV8Iu/lJYSzvm5y2nJNhuOcDrNLMLzvLpbROtj8VgGLuJ3OyewVuBa/SMpYw8Kw3zt+JbOjL/LJhceZ47yM98OFomaf/SpjLLh56tlwDuDkywOpUyuFpUbesnt08lAsKWau6ImWX8lthSPXmM2XkMzJLNhvIWWDqdezplWGxCPIDdOy4z14rTLmyeApDDQv+SX7yw/luyUwHZ/zLSTAtyzeiTmZ1al2T/qZZ0hZbm4vXX49Xve98wAgwMDFx1GCcCBq5w9Kz8ztIgsQQ9ZMzDFitiJsPaDpOoKp5mH2tW/BaWEPEG/T0yrf9dgV6G1ytPh1lplvrrzw1mEPX9LFNN5FMA+vH1KJ2V/xZNpdMbhyNWwSLxPVVhDX+ma9Yv0qVHP9b1MoYE6WZt2Tt9SXnRA+vstIGSUad41cqH5aviFWD3KIB5FfFkHbQ4mey9ql/SjTPDyrO3ZOIW7H8TZglYl7ju+uvxqve9D5/7FV+xUOrAwNWOO3F2JwLOKp/zg3EiYEBhyYox2iZrWGNzz9wv0UMvQaLlxhrCtnZHdYkOW5E1tkJuWLtbHK3eo3vWhvqcruyvlo53xWkPvQzO9uEemSzcAsubMSHr9Iclh5WrCJE6XN1XgH4CcMZAG5uZjAFF7lEq1iNPCchyzV6djpNtUrazn4UmlGvJvy5O9FQJDD9LroxvGRZYPtYQlOktcs26lw6PmGIPrKmgJ70unycr0FsT8Pb8v5mMTX3TKzCOMO/W5hVqCBjvBfBIv1aBDY/MzJA8iLCXH/NnurU8so8dZGbHdr10ww149fvfP4wAAwMDVy2GIWBAILtiBPYW4KnVoky3VKeIAPauFnsMDex+LdasbrNpl7ADrz2ttHcFkdZ5y2WpDGPL015GJ91rWQljhfJ3hP5v0Gn5UZ4sjLE5L93SOuwId5MRA4BEOZoMAuxkC5ETZbym6S1W1FOFnlHCMlR4fqw8LA9t9wnsNmm7oFV21h1l/j1DY80UnjFINHlH6j47zQT9Yo+oNv9paGp7liT43m83XEh/zlSRrhI281rptLuXnFtVaxkDMsPWay6mz8UbbsCr3v9+/KXnPCeQPDAwMHDlYjwaMCB25PH3AAAgAElEQVTg/Qv04liytiBMTQ6712ESS/ONyMASuVrPzHInsz+xRKfIKBAZWiKwNvHaydOt5773vLA0HOitTxYm762t0gysMcGW1E0X/Q26DJiOHhmWYfJj7AyMoekz25m2k3t0DjEv8n7yq+qD8XvP96u6LJgYFDkp0s5M76XbF5OGFd8aCr1dqlVfxHisalHV56ZpumW6oJ72db7ST4fLcjHodK3bVeXH/j3owyEsb1YO1mW8MhQjjlGeRubNJKq/VNHu7cALVV+EyaLIrwi0n3xXptVcze11m1609NImpa9aJ6Zn9N+lgstmeVnQcS/deCNe+YEP4NHPfGaQcmDgPGA8GnA1Y5wIGDCw9t880L/dZekh3Ww5oN0t7yU45IkAqz7ZXoTefrPiZeSzvKz8M8agTB6aQEeMYAnk6p5tWcp4zM3utV5axyU6L102RyzN+nm6WrpIdhjB6n9yqzazZez1O3JfccJaKtMxMS4LcPoyQRZW56pbjwWw4jUIohY2j6VHBlaVedVoEfwM2hDTsnQcPbStaYy5vaHmubVe2h3VvTed9hgBLBjpZ18JYOpOJF26975uCe6H1pUnYbNHAqSfM9wts6H1X0qn9WZg1hzef7eMMYDBey+A1azWrNmuF2+8Ed/ywQ8OI8DAwMA1gXEiYEBhLTljWLODquVkZfTk5cnNEMFo6dCrT0Y+YOudWZUyP7Zilm3H9lC8fRVvKRktyyx95eo1wxQs6DJ4eS7FEvIfITMGItaj66qHrWbCmZvcs8/2mTLFOegdsvOBite+PlCL0CExzq1q0vdrbZ9tlzv6SlLP0LeGHpuaGbFufu3ghxenhXvDvaXTh096hktv3MwU3+JJgiynOMCeEqVfgd89NXv14k3P/+9e6CeIvTt8J+J/XDE7CVAxyUp+KpB1d6amxlL7CnsYyfrvoqtRy7FeU2Hl7f0nrAAu3XQTXvmhD+FznvEMXriBgXOJ8fnAqxnjRMDAhEOQFo21JwQ8knGInXomd2k+a9nBIWRHyx7AXjZFfhlSuVTf6GRERgbTt2FtW21ZbrYNHb0/wFqq6zLrJXdmfPZsWXs66q1Io77aVijN2poPGLMj7oITo4B8eaCME3XjqJkjshb9vKqWhFNC77D3ftxB52H5MQOCxRrZVCH18raOPbc+WWB1t0yXbTppPVm8bJgzPOkLAgtOn/+f6o3trO81exFhJM+jAhxV7L8jAPvN166sa3uzblTFUqa1jM8QdCuMmTelvcq6ZtDkXrrpJnzLhz88jAADAwPXFMaJgHOPQ5N/hq1OCEiskZXZJuvJxyPVS/2scAm2HOqVs6Qee9Jkd7Ql9KvRrXiZsmdhnXSImN9WT9BKmRYjbewnw/bkgVwWP6NzJpzlK7eRLSYp7ytQL59c97Y+tR6WW+tj6F2mP3vGBufMNHtQ2mumCB4raacDvCaT98dGfKaXpWvWT6PAPw2gh4eUvZW7dbc7hV/P9rM3JWbCmD4ZVOzeF7Dr9jpLcTM7yGK5pV8ByjFmnxM01HCLs6dTAH3oQXcPGZY5RKIhddIz3Ja4dPPNeMWHP4zP/tIv3VjywMC1gPGOgKsZ40TAuYO3x0D3GzZAdqXcs4Leaqe+5ZvRI9JtK/Jnyc74Abk9G1bmNXlmwPqdB7GKNWUweZY7Sq/d1pYr09Ei40vZoQcm0ypLix8ZCzJjf81pAaKTfCZ/p2N7BMASl2WEHlMiYWX3Zy5LNq88a2xNmz0/nYf3Y1XAZICESX2ZX8bf8tOHUzSDswwTh4Z8VYWE1G/p+ze9MDYMZf3UKfsimleQf2330m/53/MH9voKe29macaAqdy6iTz7TA8hZ9CLTGvUMnj/yfQs3+T1dLXMquHSzTfjlR/5yDACDAwMXJMYJwLOHSJCcojVWta+r7ePQNzs3vLLgp0IYPdq19LVMVvmXvQaBDJbXi3uoVfqnnz9Bvks4etxLwVrd7nk7Mkjw/TW6Kn1YlvXkV5euIVMuNiurZZ+W8DaWwz6+O50wMbquPl1QL474FBdSCI71cip5Vi5e3TbesjLLWJPJ+9fTpYZZ+IXnH4lQHR/vftfiIxaRXcRcnf+Mq/Jr6qylwoci3P5MpiNDG+0ZIrLZkodNyvLki/DZPcjJj2KKPzijTfi5b/wC3j4U58axBwYGBi4OjEMAQMKhyKEvXL1Ah7O/RL5Ejqdd9+7CtwK0hihl28W2bHqJ7vCPwu0JZxnjDmEu1dHhl4mtySPCHosZJnL2nyscCuOZmUaS8ZOtm29/tDyE/rNPieoomax9XCSrIoVgenHvjppfYnSiluVP/OzpqSi4nvuKLzX3ba5mx5aJ5YviDztF+nOZJBprdmcdu+trKfu1pZVuOWz/+09AjgCyvGpu0p9AJTmJ/Mtp8aDVhUQ6u7yVWpn/JrZufnVSeZlzA+U6CaQMnr1kNcmt+nhydI602sp+Pp3v3sYAQYGQoyXBV7NGIaAc4neVepWBHsNesh6L7InArLsIEPYrbwsRPshVhjL45C7/xkjA1uOtfrx5CzRIUswrfpkumbknRXk2esGr78xRHEkC43Crfa/PA/fMSBJFXpJvYeePt7qT+ongpZgKxsRGzryTDSrcqspsnFZc2q/9tPdTxJvVobscPRgydCPIUj9NUu1ZEbstye+rJf2xEsRXV6gEfSdrlV1QVGnVtdkM5N+pKBOeR3jJL9auNqs+eH46XRNfmsKaePQs1P2PyWDbG6ZfoksiaPrrsPX/fzP49G33daZcmBgYODqwjAEnEv0rnKX/CtdSkAiP4tUHuLeWwla6XvjLA1bSuatdIdoY4+JZOrZW3567iXQ5WcvKNSMyWNjhwYhr7SO5P5bdrzJMCvcYptMN7Ycl2znCCcvB7SwNflvrLDihJGpeqyYMyQApx90P6Nf9EJCWRQJr7nWQNpCMyyxxxCSGdKZbqp10oxQn3pY8+9P2y6bWxH/Pf0wHTiRcUHiav2S01+VMpT8Oum4OxFQ8lWgs7PU1t1Td1V2GKWnmDovL++s3u266yYXLuAl73nPMAIMDKQxXhZ4NWMYAs4lvNWitYLr3WFbE+6BEQopc4t7tuoD8dfxozpauxpfC6brkhVobx5AvAS0ZLV4a04xZNiFPtTq5ecte3t/veVoK/xexse2aiNEO/Msv6isRh8rk376weZU/fXUt3zrHyub8Qa5Xta0BDsVqz/F6fje9MS6WdR1qU6wn/m3pj/PSLHFUNZkO3PwiW1JI/DL6CSHZSJNAfZOBpTpz+KTAU0Hot/MjiVPAUxlzowqkDBMWR5XVfS6Xw16BmLVFJ2Zs7pei5fRm0EaKb7yZ34Gj/krf8WIOTAwMHBtYXw1YEChl7Rk4yERbsHbXrJWtEvuvdVcdkUY6bsVoqWNl6a55RnjrWDVbVFX7WbpmTwtN+P2wuSr4NnS0dJLY2ldeuOtZxxmdGx69ujlhen61Yd0rbxYm05pSjvBoHWN+k0ErZ9EUvbsSH5d1nTst1Nr8iiY/zx9vPueqcEail63i4abJ5vFy7q9rhkddqvITTvSLwrz9JHTi9KxHYbJTHGVhbfL9FnA6JOCteD0/QLNu5x2ZV0cXXwWZ1c0WafVLpJlW8lUtc5qlr8RJ4uWx20//uN4wtd9XWfqgYGBgasX40TAgEDvIwMZrJXVQ3x6yRuwvzOuVjR78XoQLXsiv63QQxDZsitTr9ZyUce33JFucgWvl5RZt06rZeo0S7DlGIqYWK+choyOmdMA7NtwGfZouaf7ott3KSaZ1TtBofRgBF+jADgqEwuxmCUXv6+eYHSZnyeXdeclYPkxudp+EnUnPdX26pT93J/HYKU+Or4Vl4Xpbp9Qxwpk7wxIHS6TQ8aJ094FoJPu5eV04xZ/ZyaXZL8KEXVPtT05cvc985+Exct2I33Qw7t+2fd9H77w274tIXVgYGCO8bLAqxnjRMDAhOzivVfe1uiRGe0LWKu5zKrb89d+cjdcb/XpMO2XxRbkVboZA9FuL57WK1rW9ejGtj4tHaXbI65Ml7V1uvaEwBJk2KP0t9pb14P8eefEPb2sB7QtGbMteKWLJ2fKa7ZNqnVhboNpsqrZZdXOVVc/3p6soO68qQLGvReWaVY5NLzhDRUfJIy5PZ29Jsk2oVXn3mGkI/RPsx3/GmZBLJ8Snwyo0q+e+lUVj+ZfT7ooiuiq0i30iGb33QsGp8Ci66Lao1xG87o0y1/De7Bn6fm2L3rta/G0v/W3FqYeGBgYuHoxTgQMTIh2AHsW/IeEtcurw7zVml6WMD+2mtyibJ6MQ8vPoi3V5DufdR3r+oh25a1wBo9VLClfhoBmyOWS/LNbtFnZFtvMpPfGN9uWlOGAbQDw8rfiWjpZy/v2pjev71TEu/9NntVXPRC5u+YNtlX3qidgxFHzZqpRNhuDHOJW83kHhfR9dmhEJwPWDDXZRbI6ydMKVlqpTxR3ikNtUBqCVLsnAxRLLyKtcs7FGwSfpWGHU1xzn1G/slpYFK/ZPX+plzYRWqPPWg1IPPGbvxnP/rt/F6VYY3JgYMDHnQAunGFeA1tiGALOHZaSqYjQZGUuISsZvzX5Z2QtqbMs2WX+1jUKy8rPyrZW0x4TifSJdPDADBCWXLlstIhfVE4Gi6V5Pyut92p4Tw7TKdI3AqsDTQUsI5mlh7WNnal3l7bMf3sGgGxdif4XPvevt1EFyvSnNpnlVPyxIzejL+s+XlJ9zwgmk+MNdeYXvVrDaw7NEqVRwsuXITIsMLBpTt6zw0M9erEpOpjqCnBiDGjr3MhIo9LOsmfdWd8XzI/4Czbd4s8IdhXVVOdJmhBLTW0ckDaqqHiym+gDKNaQynaHx7zwhbjtp35qGAEGBgbOLYYhYIBgyYpqS5leusxK1bvPnABYeyLA2wVnexZLVrIZrJXH9GdLLi+/JSt7L52uJ4sZZRhJVrct20UvgQ+JJX1Kjo+QvZK4FnofC/D0a+eop+P/oYy17W+INFmIYFJNZVc1kndRbouw6nB2L6cddqgjSTbT+jFdmVseRGGPGPQcUtPdFomrhNZRx2MyrKnwGCd2qQgkn93JALHpVVgaOM01DQ3d76zimAQ6+y+v2rMwU00ic7iigRkBPHinESqAhz/3ufirP/dzOLpwVjuZAwPXKsY7Aq5mjHcEDBBcSdZxa0exJ451YNC6Z1hKYpmftZTxyua1yaHay9PvEHluRcaX6raGoPbiUPWXYXUZgi/7ndzDW6qTvLfcPfEmnUqZq7j7lT43wIQYPwIZ3PXcudFOVtNkGZfWTetphWfUa0ST6WPp6rmlDtl60/nIp5gseHk0v6MgXkaWFz8RVrQeBJXVuegvuy8ElFO71M5dRLIyF7E71DLzPHXLkwFF+LMm1ar1+smwXrOpbh59ffBTnoKves97cOHSpQ6pAwMDA9cehiFgQCEiETIOW5FaabcgZ9Z9RCg8gpfZtzg0ZH5nQeqzyzLp1p+Gi2RHpLq3jjMraV2PMk3ERA4Fzei8V12tkdtD/LM6Aqf1aI27SJ72Z26W3osnmShre6utLdk9bREQd/lRdcnCzOoKxrtVDE8dr0lalvo/v2XjiAwHa6arzL8aC1vbJGX7AfbKKMqrLi/SLv3xycmAmW5OfJb/7oWAZX7fkuyMBJjHQ52KLvqdqUvd98qo3ML1+xF1Wt31e2wv3si+9QlPwF/74Adx6eabE5IGBgYGrm2MRwMGBDL/vj00wnBIcqVJSXR+kcWH8GPpI5lbwCIoGUMFk9UDWb7mZn5S/qHqpIcQWitS6ysAPWWMdFz6s/Rfm6eOuwZy3Fo/WV9Wfl4ZPWaTYT2NpbE8GrNlL7fM5NNTf4SGVGD+sPXk2dTaEcxJtyXNpW1a2t/yk+QWyp81O4un/de8e7Pd6yEr9e5FzzDW8bUu0p/pE+S194LAzDQz1XE9Pj2ognpybYRdyyhsSqtT/uxf3KRblW5g954Are9OrAq3uogVLsGeSPH++xbYTcOQ+a92z0c+Ei/66Edxwz3v6Wg6MDDQhztxdvvK42WBW2OcCDh3yJILliYD5/hsSgemU4ZcWWHR0sUrh3W/ZiUv82fbWvKaqUuJ3hWxdEd1Z7m1joc60aBla6OTpYOuzx4saWcmo1fOkjQsfUbOMU4f0o7iR32yGHE0q/L6DJPNWGNzR2wykc+OEVk/8N/ucEedx2vl25vGGqtKtk9mSLIp8Bj84AnLbslw1UMvwwalbjpf3R0yx/OjbmDpLa/ec/wtzpG6t05NWPD0mupj71USIk2xZBh+6f+klj1K6NI+D7jnFnlJva2Zoarw7M6+7sLWCNf5WLjbgx+MF33sY7j51luDmAMDAwPnB+NEwICD6F9rhqysJVPWCmor+QDfAc/owcK91Zonw8szsxubkRuVMfooeITeUwNenbF7j0RZzMRiCdl6WdK/siTcg9wP85b2vXlKRmYtrSMZegfeysOSmWkrRgOy/ZIZ3az0mTZS9bO3+y/kzIaAGg9HOGFgx0GekinpJqoqnlfNOtyyZcpTC5F864uiUPc9w4/dR/5WeDQFyWHCto2Z3KTMqqdPq9wibsY8WZr9yNNj6pIzgq9284+L6LqGnNmXBIz89NcHVNFm99qt/ViX1LLZf+dst2jXG+53P7zwYx/D3T/rs4KUAwMD/RgnAq5mjBMBAwpbkBiJJTuxHphe2W2aLGk5NJbWh6zLaGUa5avZxto68Lb4pE69+XjlXbrLvHWfbGDEc8nP0tvKL8t8vOX70nGvl/LWGMu4249t1Xo7/ZZe1hvXPEZqYKdeoy+k79FPkE3+s+hWXJFXz5noradsKZPd93bzhmi46vsj2J+m7ukOXrey5DLdmD2WTWtahkw7xTvCae80f+X0etS6kK57YPeVgtnLAcupYeC4iCdTtK7Kr9Tph9NrMzLIJN4IikYXC9fNbz190sBOFlj/3S7d/e74ax/9KO79qEcRSQMDAwPnG+NEwMCEQ5PhDIG10mXt/5Efk5Xx69F5K2ItwfRr/j35RMyid0dfymAr1KWQ6bO7wtk82Vamlu0RWvZjO/dbIRo3UV6yP26hp8XwLFnRkl7K9OJEsHRojFLmIeI2tmRVSa2q2pyyut1GbrU2NdSWrSdTd3X9nXvG1Nhw9/wBm1AXzI/1k6rc000PJ+te66DjtMMnbCgw2dKfkX+vq0V++hSBqBfTFiHrJMrDmU6LzF8mbXq0oCn8ONG93H9/ImxX9dUupzX6PPHtJ5uJnUuLZFq47sYb8YIPfQi3PvGJyRQDAwP9GJ8PvJoxDAHnHtl/qT0L9N640XYOk5ldxW0RNwu2mtMyt/RbalyxiFckZw1J60nflobZt5JZq+es22I1Oi92ymFNf+lBbx029pF59t+ToX+efvpxgahvVZz8U2f5sDbq+em0ukyAuUW8I251iqoYUS0qskApwouEAXN2VkS7WkxKitLFYd3CUi/j38JkU1rDR96v+RBGNLVbU6BlmPBOU3j/Cryp1ppyrWGRqZdoOOnw6SBJlcy5Ym7HqsIAEJSrxZdp9RV1UkXIYE9AZKrbqlIZrh9YyjSXldfRxYt43nvfiwc99alEysDAwMAAMB4NOMfoIQe9KzyP2Hu6RAv7pfoweFtf2bgNGZJ0SDD5lj7eFlkmfa8eLDxaJrKPgnvubDxLT+tQqdRN/rb6BOAS6PI2rNUvGnM9+kX/VtoLCg89r+i0TTfWf8R56mMZhrmekiGxeamK3zyRCGtJDTnWcGSHYyxibk2bkb8Mk1u20k+n0/CGl5Tbe8+aTrpZHfXAm/plmNTDY7MeC9ZpdBhjuYKYt/K20wCzoifLXfSv+H6zoUGKGBWP+Xnp18xApRQ85+d+Dg/9iq9YKGVgYGDgfGCcCDh3iBb5veThEHHvSvQaR86qXJklltxD0SvI5vYOax5CR422gs6ymh73Enj1ocn1GoKswYh3z69B6rW1jj3Q+kn64Omn67+nL0ZpLVmTbjt16r7q5pnqGqsYHd6wwluVyUMSlk3HK9pWQ7nJ8YbDGvm991638rr+IfykDsB+3kXFk1ctQ18Ryynl5J2Tuw9RaPlM1yhMt7e4tidkWFEjZLJozZgoengFgC9705vwyBe9qEPLgYGB5bgTh9/wknkNbIlhCBhQWLMQ3xJ61ZfJt0efHr2tVeqa1WQvvGVU8zs24kc4S+Io9Y3atte9pY6efI+gZ39bIPP8vYWt9ZGLAPkAu8xrqVzGsJbctzGiaUeZXeYfY2+op1uxVflLObvstA7NWUWQYIWSDWmV2zF9jUP666c85HDVO/Yg91rmFvft0VCpQ6uf5t+ueopudXtk+Mkw7df0kO8q0P+eZJ1YVykrimPFbXkdA+UIp/aqyTiQNjoIedWJX4HdewF0NYFcmV+7trTaTzejHKWePOv68Be+EI99+csxMDAwMBBjGALOHTJWu63J1RJZFgHLyj9UXGBehxbJ8fy8ZRPzy8Rn+Wk9LSxp7yi+RZ61W+dvxcu416b36tFiUWcJRt4Zy5DxLVjzwJKxKlks65+y/jQbwYL7JZDkf5K1e2YfJwR9t6vcyL7SYVf1jMxP8XdNY4w9LZsNBXm1uqRWby30EJS77JF9MTP9ZadyBt10uutnp9o1YbJ7ax2OcLpJtYQhZ+OIYUYPrBhpZZfVh18qS9fi1ZNh0bq1tL1UcoXhx6C7WiQ7e33Uy16GL/3pn3ZyHhgY2B6XcXYnAsbLArfGeEfAuQMjTey3JQr59UKv/ph8K8+lcXX+Vh1lVqRZHCo+YxbeSnSNTjI/IN65lstMnXaJuydNhhVYss8CYvUf6uOVPYveMRr1Id2uRyqe7o96bLF7lj+7l3Wnzo5LMl9E/kX8qJ5VFMmYD4rh32S1vHdNWmbBdGrRRbS6q5Fl6M+6mdUNIvviFv8+rCr0hkBvvl7ZoulB6yS3s/XVOymghxubAlUdNCNAFenqdD+7ymSdU8FupNa5HwNrHqvJ2KiK/utmrw/5yq/E0978ZhTv05wDAwMDAzOMEwHnGktXUGvQkxfba4iIwBb+2Twkoi28Q62YPegyZU8IrMlH3sulnm5HCR3OZCxxa91kWM9nCfWyWrd15teLTHorbOm47tE5iuvVZ9bQYLVddK+/rQfst1nZT7abYqrBouo8jfX1gN2uvwrbpalK9TqLtgd5ZN06lLJ0OEfNaOVnHUCxhg67t+JE7x/Q00Vjrex19kj46TJoPdj0xvytkwE674xeWr4qc8X8vgDzdwXINMqvVBXW0k4yd6cAVPuK6HsqazW1GkvPUkUnDJr//b/4i/Fl73gHji5cWJjTwMDAcowTAVczxomAASzfqc+uPnvIhYa346nDM3owP7Zq89KwML0yzW77eFtB0s8jmNHqlmHp7nZUH5FOEWls91ueENBuTQ6129Kz+Usy2bNznvmt/eSfhN6Bj/TKxGP6WWyS3WvdsvWXNRx4XyGPyjjlUfRWa/sRHSpgvliwfV1AqiXzaU7WzS312HTCwqx0Um8mP8pfQzahpZN1L2VqA4BnILBItrUrb/lp6G7M2sYbKpEOWheW3jJmtK5U7f9WBSckvmh3JV2gnnZd+RGM2WEWpUIGhtozHRs8u40FVq13/5zPwbPe/35cd+ONHZoODAwMDADDEDCwh6UEkWELMuMRc0u+lWd2pd2TJpP3mjqwyrimjSxy7C3jvHCLgHkGgKUGC08ny812iJl+ve3U4m8xXnrzz8ZtjMZCZrz3LNV1Gnbv0QMW7hkUtHEioc/sGX+VRSP7Bdi9Q2DGokh9lT2adSprTy2jLBHBZOTULIPhx8i1Ti/hfSvO0zV7L4ekjmd1ySXGCpkv05sZGOD4Wfk0v9636SW/wCB36GfiPAMQQeYho2Yo2NNBxIvMtFF3Zumjrqmv19/vfnj2Rz6CG+57XyO3gYGBgQEP49GAAQPWajODteTfg9TL0rEQPx0vS9iXEtgsouXSWpnWClS6veWbrMsi4lvxWHztjnS29PbyZ+msdxNkGE0vlowXxtzWwGJ8ANcvyt+SFaX1Xlpo5dWoSLYudP46LbtvusndftL/dw9Zi7C9xwWIKqhzt460l9aQ6VW7Lk6Egv2X3GW7XM/w7bGFWd0zmsazZB0kjqWDd4CEpcmEV5x+5cCaslgdRNNjwezwCet2rdvOrjgtavsCQEu3ewygnt7rRwIkZHEi02/BfvF7Zzxr5i8ALtx4I575wQ/i7p/92UlpAwMDh8FZHtcfjwZsjWEIGBDIroaWbstk84jyt+4z5NBL35vHUjdbobKV7dbIrOwjQmvp6ZXJckdtsaQdpG49TEajd8nakDEILFkS9+TN8tNxKmxdsywtk4dOH4W17VQrf4/5WfrodFZU1ad2qgr2tPv8nyrHXnOqOmvfdmPVpLPObqtmhmrm4WxWNdYrNKxhL3XyhnfP0Nd59gxhNhRa2qVP3ljxGUut4O8MsE4fePlU7D8SoA6f0OElutzeFwDqqVz5OIBnBNBF9lTWcWXxszJ12pn/0RGedvvtuN8XfIEjcWBgYGAgwjAEDAhkVloZImFhC9Jj7fRZ+lgExiImLI+l8PRg8ZiuWxLFCIw4M9IalStb7iX6NZm63Sw9swyGuaVfL3Ow+iJjIUvkZ+DJjOqP1SeT7YVbbq99WtvK/mc92sHKZI1rtbNvFUfK2m2pllP2VJt/FSoT5kYzMLxY8qjalap7n9fLNrvnp6cC7bZg6eNNsd60HuUVlVXK6XlrnWfUkNBx5LWdDGj3ltHAkbsj50VEld24kCYX3XNv1py6b/swBptNM0WTzZxBpimtNPr65J/4CTz4+c/vyH1gYOBwuBPbr18sjBMBW2O8I2BAoefMaZa8bElyrFVzT3qLmFh59CBKu2VevfDIWbvqJVcR16L8tJshCo/qw2srrSPLs0dXSwcdFrEtrYtmUt5vS/0yYPn26GLpwNyRHmQpMegAACAASURBVMyvR4+oL4kvllerX5P7ndfkX7Re0T1AXzQoVcw2m1UdR8i/ezGyU1jDLNJHFrvpY8nI3Os6YaQ8o9uR8uud0thU2Hv1GLWHiXHrEwBsxt4T28h+nbtnxZZxjpfZPTLxtFHC6qaZ7vuXvvu78chXvSoRc2BgYGAgwjAEACilfFYp5X8spXyilPKpUsp/KqX8ainldaWUm1bIfUYppXb+/tmGRbtCsJRULCHJmSWMxBrCk8nTCterS7ZC9JZcWT8LEVmWBNbS0XNnwyNEJJ9tqWX1W6tbS5f5yeU3C98q76W6snieDCtMbwWzdMzthXl7hZl7Q2ez6JXHM4djov32ilB5V45sH5mqXwIvz6w+uo7E6xg21cfTgw3pLfTIDnNv+PfoP6XT7wSY6WX0lfYkS6nz6LvrJHv2hYBjJd+B/K/g2T70jMeuXh7s+tCv+Ro84fu/P6npwMDAwECEc/9oQCnleQDeAeAewvsmAE+efi8vpdxWa/29M1Lp/zyjfAxklgN6GZBJywhbBJZG+0X3XtoMmV5K0jL5MtmMfOsdZe3H8smQQs/NXrSnl3WW7hHWkDh5b73/2tNRx92ifS1YhNsyXvT+eiHHq2AAaVkeC/XGVTTmdJjWi9VbzzxQhJp6XOGEObXj/82/Nv8pjXSHYzE5h1jTT2/T6jTWEGCydXfyhlvUzFYemX8T1lD0GGQU1n6auVrvEGWw2kM3PesKrE2idOLajAC7rinVqXPVWneVeZZW1ordowCzlwI29/G8ejLFiv6jyRlajmRProcK4NYv+zJ84U//NMrR2L8aGLiyMB4NuJpxrg0BpZTHA/iHOCH+fwrgjQB+EcCNAF4C4BUAHgXgQ6WUJ9da/7Qzi18D8HmJeD8O4OmT+2c789gQmVURs/N7cSV6iVdmQZ1cdO+F9SzcM+m8lWqkVw+y5bP8e/S34C0Do3rIwCN1kZ5RH8m0eyW/LLJprLGQ2bq04mT01O8oYGPZ2gbN6NMzHhksJqn1tR6KZ/pWzNifVxyr+9BuI1nXdLt7maDSf+89AkRdL2+rSF5ZrAMzOg5UHMveEg1Lb2gdCX2jQzxMXhZWXUlEdSLLpE9ZZNKyabCVW79q37tK2xTsIrVXVkgVtQ6S+GsdMzO/VSyZp9WEXjeMmriF3/2xj8VT3/teXLj++iDFwMDAwEAPzrUhAMCP4sQIcCeA59Ra/4UI+6ellN8B8MMAHg3gNQC+t0d4rfVTAH7Ti1NKuSeAL5puf7fW+s978tgW0dZNz/nKLXZb2coThtzMytIKi/LtAVs5s+VTr1tjS/2kntlVMpPH7q30Ufs4RC5c6Xv6LQVbRcuf9Y02j+Wx/pxhhpZent5s5z9KWzB/25kFmYcuU6Z/aP0ybbb09EkUNMmtwO4kAHCyvbrnnuKWKW57mWBLb2aiWZujkw7X1eSWBfMm9E4KSHfPVGl1LRav6bPFcGTyrW6m3YyZru1u1lDSU2w0nCZjwd5XApi7ii6ppg2589/iNvEQMjKPk7Bq1YcsrP8oOr1GdDKgALj+gQ/E0z/yEVy65z1jZQcGBu4CXMZhJnaGNc/ADTCc2zNWpZQnA3jGdPsWZQRo+BEAn5jcf6OUcvEAqrwYQDNzv/0A8hfAIwc9kKcHluqh763lUa9e3v1WE5q3ql/j3konSeCs8AzWtrMls+lQsV8XhbhhuHUcqx8B/W0fjRXJPKxw+aY3/YvyzoRnDRMsva57HZYxVliy9cFhJjNjqPDGSRFiCvZeEqj9K4DjIrIV/sy91xdxYigoys+C1yTSv1UVS2M1gfx5NlQZFk2NMq54m30qHasyq7mtcummznRB5tbNY8m1/jW0q3Uqw2t2ZogQ8qsYEpliFIjuRrLfFVHUaxHtZ40uXQVelWlYD23p6oua+8Itt+BpH/4wbnrwg53cBgYGBgaW4twaAgC8QLjfyiLUWo8BvG26vRdODQdb4htadrjLDQFbGQA0lhLFaHUZ+VtgK+5MWJRmjXEii8hoES0dAfsTdmvh6RbJZyvxzMfMPeLI2sNa+fdCMqEoXhQul9yaIXm/SDcZr8fA0GAZX6K8pVu3hST/GfaU0bUZBJhuJB+LOEbNOXtzWxVFq/vFRp1UN8ZndqrVTRmxNi9OZI9y1KW6WPEsyDhWd8w0t+xKWmaPO/uVhZanvtfH/Fl866p1kemkvQqTW9qgJiK/827kXuUt74tMF/T13lWAJvjagKCK5kLKKdddhy9+z3twz8c/vkObgYGBs8edZ/wb2BLn2RDwtOn6KQD/yon3S8L91C0VKKV8NoAvmW4/Xmv9t1vKz+NQBgCNXoMAIxUe8cveZ8LYfUbXDGHtdTNdsgRJui0yTHY1abxs+JIdbbmylw8T967uM2l0nF5WZhkovHQ98YA+lqL1s5hJrx4sXiPdFothbku3pcTfgrE1XXWYZFZFDAvVV4pwZ8L34hbsTgcwm6ZVVF1VmSGl43jxWPMxYsjYnZTjIZpK9VTEwJik914Eb5r33G0V5Nm52vQZkOg0ZDuJep7ZmkS4POovyT/UvX5EACSdV+WSrGeapl1ll1qzkpByn/TmN+P+z372CmkDAwMDAxHO8zsCHjNdf7fW6pmYfouk2QrfINw/u1RIKeUzgygPsIOsFdlWhoEM6WD5W9DLjTX3mbhZ/aV+PekziAwC0cpYGxiicB13aXiPnuyzc8wYkjWgZHVn+ulf9FY2Js+LlyXjUi8vD80cWRm20quhMcr2wLP3eIk8Q+6NFy+vXr1Um1ldxOpekO6q7jWs8SkyLMDet+C0PN2MTFevC2Sb3JOh5VmHh7wpiUE3oZ6GreHX4lj2LWu67XUf4XSjifUV2b1bOn3tga6LipNHAoBT29Qxdo8JFKFP+zygdS8h311ZpmIcE0PGUvVlOvn0ykwHIj/6L/no7/1ePOQbv7FTq4GBgYGBXpxLQ0Ap5QYA951u/8CLW2v941LKpwDcDGDrB9W+brr+GYB3r5Dz75YnPZQBQMr3ZC7ZWdzqvjcuW/5cCW5gn2h7jKBnFb+2P2jjiqVfduWOA8Sz9IoYVUN2Lywz1th40MTWY2nZfKx8e9pbsyBPP4tNegzT8stgMgjUy35zFmD2ScDMSwH3+lIRRJ+El3JaVQBwXO2qYsWAEdYLXf4mW77nyRuWa/PO6KKnsOhFhFtOp0cAPu3oeCgUnBB+YQBo5daEf4p+Ei95v0PFztggvCLVZqPcuramkjL1NfJreMjLX45H/e2/HWg2MDBw5eAyzu4lfmcxKZ8vnEtDAIBbhDvzScBmCLjbVgqUUp4G4OHT7R211v+ylewrD2tWk2wrybv30EtyMukOcQKgR58tiHq2fFk/S6YmStK/F9l6zxgYlujBjAhR3KVtZem8xACxdVyvDq1DxnWln5Tpscmo3XvGrgrfi26ESVamVdfiiSgazrK1wmW8qCqbW8fV6ZpdyrrvTeMN3SZHxj+Eu22Xy0MuMv+115aXvhZxrWLnX9Rfsy8VcV+mOK1rsfv2noHdlwPKSbaNtBdHLV01UREKThaTuki6iZmfdN/w0IficT/5kyj67YcDAwMDAwfBeTUE3CDc/y0R/y+m640b6vD1wv02M1YO0UmFBwD4tdPbXkKyhMBsRYgjstZL3rLx5V6Hhy1JuQfGLtj+irVnsyUskq/d8po1HCzR14vvGVDY4whZIqzJZqTfEmNV05Hpt9QY1mOUsOqi6SN1a7QCwt+T22tcysjSbTLRkd1QqJgdz4/Gro7rRWfV09yzpzYmxxH2q6mnm/RC20jk6zhkuCb00VC34mRQyU+y08zHTNa6dZdpOjDGmh0ymelX5V0KZi8FlPHagRJ2v/tiZQvD3ABQhe5lGg7HwM64sKa7NaOD919Iu73w6x/0IDz1138dRxcP8XGmgYGBw+FOxNborXDIdfb5xHk1BPy5cF9KxG+f9/uzLTIvpVwP4IXT7b8H8E/WyKu1uo837FvX1+5QRughz9l00eqz5z4T1ktkeleha6BXrpa/1pOl035rwz39dBkk+2Bpdfqt6lIyII999RoFMvlmxoZmJ0wfzewysORGOui2sWTIpb3eWvWoQA8yzArzOLuh0IwCUk8RYfdAddueFVusOlw+fA1g9khBSy/Vsaoga2/URYzS6HiZLw8A9PUKe3LXQg4/YG9XfObP6m/tAQ+vW0v02FQz3Vm3xeTH/pPMuqkMaJeq0rIwlb593KLgpLsyO4t3nalf5+FMjvcfQFf3xfvcB1/08Y/j0j3vSWIPDAwMDBwK59UQ8CfCnTnuf/N0zTxGkMFfBdD+472j1nrZi7wtvJVgWyZo9Czao9VpD6xVYbuXcTL3mTBLvgVGts/KjSAOi7vlCQGd51L2ILfgrKXkUrfWrf28ExZL0cvotF+0k87Syi3UTD03GZl4DZm3/Td/2Qbs5ArrJ1Z9RH3Jq7NG4hspF2yusawZ21Jyd0Wp+0XT+elie3SKVQFrQtZlLXhxozBWBmNnOhzunp/+IIhVDnn1DqT0uLUuvXCaMxVHllul2et+woaks5jdJ6bxXfW1lw6WuUotvZWXxkz9ye6lu7Elh+WxG5EXL+KJ73sfbnrYwwINBgYGrkjU4/XLp3ReZ5TPOcK5/HxgrfXPAfzRdOu+cb+Uci+cGgJWvJRvBvm1gLWPBWwMtnL0Vm498XphnWRgMr37KGyLj2OzlfMWsJgByyPK09PRW7558jyGkVlaareckrJHzTw2YG2Fem6mN2NH0r84cRhk3S0xADB52ek8o6fUjfmzcKvelvyb8fSL5htLFym+7HfTCsy2OhvTgXCzKSWjTkKlvQMf2a7F4ml9MtWp9ZTfhNP5M31YHtG/B9bFpJymAzsM47mZDh7YtKrr3bpmZOp08gCJkiUP8EVVLNWrrK5bdy6nPymnPY4gr7O4BTgu8ypp8q0Z1JolLTzmTW/CvZ666ZeZBwYGBgaSOJeGgAmfmK6PKKV4JyMeTdIsRinlVgDPnW7/da31N9fK3A69ZCbCUgOATO/dZ+NZyym94tNYUg/eyrnHLfVbohMj41u3hbX8s1bK2XaZLW+N9NmVfYYpMHmWfN2uWRbo5bfEkGCBfSRe5+vpGzE3j215aAaBTB9neR+Ln8fC1b1ln5IsbKaSYn5F9eUiE9RTWZKFVaVPkVcHrbta3StqMlZFEQnX9bPCtrIXVx//j6ZYr350nWTcloFDupkhgsXXabwr66LZPC0Yuuy6HsQMUkjUIqqknPp5bTpTs+wXwUrjjU4t4yF/82/iQS97ma3EwMDAwMBBcZ4NAb88XW8G8PlOvKcL969skO/X4PSRjCvoNIC1amQrysyKcQ3pbDK8e4lo30QvS9gOrLVSzuiW8etxt+tWBhkGtjLX9ST9pL/33mcmz0KmDbInBGS/zDxikNXPimPVX2ZcZMeRTJeBlJfZPrbSwojDZGS3jGW8nlMfEWsy8t0xHeD0bWrSn/3ape67paqSffUgYk8Sa4d+ZFuqxN+aDjLdRQ67aKpmpN4iztLt2ZDWDPGe8Ij8R19CmMKi7uPZR1q3rE6ZC3DytQBtjBHuIocK9ovSkpQ6/ZrMeVam3p4fANz3+c/HI974RiN0YGDgqsHxGf8GNsV5NgS8T7i/iUUopRzh9Bj/JwH84gb5Nnl3AvgHG8jrRC8Zye5S9hgIMj8mk+UR3TOwMvUsYaLdb0aOlqzso5Wx9FtSp1kyYzzgOrtaflFYpj2B0+0rT7ZE9tRFBl59eSwpquvM2Oo5LRCRcwtRn4nSyXsdbmHtyQUvnwUrhbaVWoHdlulMhTq562l8mTctSj29sC7udWfZ7Vm4dUCCyY/ysO51/GKEZU4gWGGsnNb0ybq3zoPpZ8GaTpleWfsZy6NTnZ1II6+9EwAtqipPPcb8qD9O3buuIwQ0f1P/CrN5rfIwFAA3f97n4bHveAfKhQsJSQMDAwMDh8K5NQTUWn8VwMen228upXwxifZaAI+Z3H+v1vppGVhKeVkppU6/N0R5llIeC+CJ0+1Haq1/uEz7QyJLCDSxzMhdix6y3vL0Vso6LksfYU25dB2yOmer294VbwZsZ5WthpHwW5J35l7rKM3DHpPxGI70z7Z3htSvkaXjZONaeVv1phmn9+vNMwMtn803rC9EfmVfJVO9Fne6ljK3UVjV7xVXq6K3UXuqVcqT05nUI5qqNSIDgHevu3jm+L8M0+l7pgxmNMj8i5JuNrVm8rQMG1k5Il1X9IL5ayucuKUoo4A0AAC73X9tZDiu4iuSxe6e1hCwqsFq2utuvRWP+8AHcN0ttzilGRgYuGpw+Yx/A5vivH41oOGv4+S4/40A/nEp5Qdwsut/I4CXAHjlFO+3AfzIBvl9o3D/7AbyDgBJACNsHa9XTkYu28ay/LYqT8QYorx6dOnRJ1rGZVfTS8Mtv977Bt2OvfVm5dVD4r3l7yH60xpZzHjTyxwj2Z6hRd9HY9KSF8hqH0lHxexrAVVcm78mdDsxU3hp8iIIIR6Rln7Z4SJV8vyWdDc9ZKIhVBNxvLRW3VhE3Zq6lurQ0i0ZUkv+/aj4e10pKMcuuO4fQgGUPK2n6i+W+jMVrOm8cm8PrGnLpUv43DvuwA0PeUhSysDAwMDAIXGuDQG11l8vpbwYwM8BuDuAHyDRfhvA82qtf0LC0pgeM/ia6faPAXxwjbzDYSkxaKuzQ+ablZGVFa2CrVWa3i33VndR3AZvRWfFi+R4iPReQvDPClmyaYUtIZs9+rSxUJA/pr6EGTJEJ2TkONXuXvQwo2hs6fnDY9BenCWPBQgjQZHGA62rGhuShe2pquMa6mbDtCpLUME/AuHBs7UV2NMIk62nFzY1Wl1Tu1m67DTc5DCm6umt5bF8NJLtZUbpNT5U7L7kJYuzSybsX1K3XbdX+TQ7mJw5dHX0dMlHvvnNuMeXfEky9sDAwFWBs9ypHycCNse5fTSgodb6AQCPA/A/4YT0/1ecvA/gXwL4LgBPrLX+7gZZPRPAgyb37bXWv9hA5sbIkMxoxcN+W4EdCbbiRXEtouHdM/+IOOvlGMtX6pslg2vYgKUje4yi5wxzJt8lkHWjCaM+yOoRRc8YwNDTf9mbbJaS6yXjxhp7jf2xF2TqerRQwOtZ9w12b+Wn9W5g34vz5Bk6VOFPXxYo/KUKxxV7LwOcZaP8mwAZJlWSV6auVQwJ3SVY3Ex3yQxlNgXK6UF3I0um929irb2YPdXiTWsmK16Z7xGRzdJN16rbsflbWVYxyow6092qaE9yX8u+DAC7FwL2TpPZmfTBr3897v/1X5+IPTAwMDBwVjjXJwIaaq3/N4DXTL+edD8D4GeScT+GbRjVSiwlGRlEu4uenJ40HmFfQ5qjXcuetBH06tEqU7TC1delYZGeAN9Wi3Tz5Eak3TJQWO7ebcEsovrx6ija5ZZg7G7tFnCUNhqzWpY39jJyWhxmmNB6Hal41tgW/nInfkf6K+gjAs2/Ma6Wb637150smW9ib5R1actP+ntv4O8lti0Oe7+ApauVH4PcJpZ+lu7RR0e8dFaYNTUxZIcTqzdd70fwd6jKSfp6LO5ld9XT02RsoaSc6FalLhW7p14qiBv+qLNGN/vPoeNH3fE+L3gBHvJ932fkPDAwMDBwV2EYAgYMZBf02ThstbhEfna1JxERxC3zkrKtpZKW6RGdLHpXvhkGYUEToghW+Tz2oK+asFoEX8fzWFNPvVtL5Ew6qVsjtxK9p0EY9KmJ3rZlxJvJl/c958wlDenpB02vyySe1MtjzUo3OTybowCz17Hro/2zLCUDI1dtjOhpjhbX6xKyKdqutMfw5M5wVh8m0xv2svtENp4oX51/xmbU6ozZZPS04k3LLH8vT2DfGGDlpVFx+h7JCtRjsaPPuh3x3nWTitNXXwAzI4DshlS/SU6R/U7Gc5D5j37zE56AR7797ShH5/4A6sDAtYk2X55VXgObYszMAwprCCJDtFD39ND3msRlD1gsJVhLD3BsXYda9pq4PSvhTFgvdBvqe+tLAExvSx/JAORVu7VeUZn0N9t65Eh/fT7aYgyZOm7p1jKwhuz58UrieufELUbZo5enj4hXRfy9xwJwevy/MaSZiOpUYT29ZIoQDT9NOtln+CL52aGoPw7P5EhdrOm3p3tnuoM1zWwxzWlZrVxRV8oYVTy3kmcWRZB2T8QsiTd9Gd6sWUx1RL1Zs2p2VgKA6+5/fzz6/e/HhbvdLZFqYGBgYOCsMU4EDEw4pJkte/xYp8mshJcic5Y1ayzwSOkS9Cy1ojCLSK/NX2Kr4/dMhrfbn4nnnRAAcm3O6s0qJ+vr1jYb28712kizsZ42tWDJYidmWH6ertkt1ew9O7Ug4lShO/tyQAUPhwxnfpZOmG/JNn2kCKUitf9of40MKQVOu9NlIZs1V4bIs+7u6cNIsfWpQ2+6iIY2g45bEKfRaN3VCtNuPeUzPeu8S+p4tebMbiEmueyRANRT48Guy4s0Rei1a5q6zX+Kcv31eNTP/zyuf/CDOwozMDBw1WG8LPCqxjAEnHtsTQx740ZbHFmiltWlJ30EreOh6mmJzCW69ehksYUMSfTy9VbwnjyP7ejVeJYlLCHZEcti/pLgenL06RpPZvbngRlUmr9msE2e92jBVn2+1Zd8XMBg3o0N7Q6Z6DAZXbGimZ80HsDxE8JZFcsqYmG9TcTih9u+Kn50EiHSxwr3njSx0ks/5rbSa7c8DOTVo9dlGzJTXfOTRgjdBgW79wWUevKj07PnJ8VOus9sXsDO7tUeO6g6n6rsV1UUqc6izbLOVkPDw9/6VtzyhV9ohA4MDAwMXAkYhoBzi60W5RpLtmLkVftHfr3wtrsOVSdL0UNWq3Gfkb+k3NHKWcbTcb0d8Ew/yOpQyX3U1lkWtiQsYlJSTyt9hrVsDXlyITo3fkjouiFvapt1acly6mnz66ree+afZLXzq8SvucXWq1VFjHRnqq43jdyV10/a6McQdJexpscl4Y0YsyGfLbfn9sJl2xwT95InaSI2LKaXqvU5VjaaNbaxyQbVdv93Tz0IedEMtfsp+xc7GOH9l2FN8aDv+R7c96Uv7SrSwMDAVQr9waRD5zWwKYYh4NxhDcFZGncrgrDFrmLWwOD5Wdctw7x8Mzqt1Vcv+ZbGtfyXtmW27+p+brktZqblsHHjjSXLP/NIgWROWr+7Emw7WZ5DhwrP3oPcM1j1VoRKkgnpM9EVs68H7NiP9ivYI/y77FX7ec3ffh7pzhSxZbs0HevC3vDb8vBGk6e7DsS9Rk/e1iME7PAPY7nMPuj5WbLJYSj5IsBQZ8vPyv94qsrWVauI4kx7M52EW76nQB6m8PzagQ8d7x633YYHvuENGBgYGBi48jEMAQMKW68Ce5ElCFv498qwsHRV3VvXelUbycrI74nTK0+uXK1tQai4URiLa4VZ0IxI6+aR9WwdL4nL2NpdPR6BOaMF5me+va8gZO81Q64qHrvXTPsKQNuiReXVkgGrhiXp5M/Sxcsr2uXXYOHNT346TxsFmFvKX+rWebdDLUfY78ZL/IoKa9BD14rLdGZ56nBxAKaU/Zkjgh5JwEmXLdMU6BF8qGsVYc194W53w0Pf9a7xhYCBgYGBqwTDEHBu0bPK7CUia4iLtfjXcrfwt1a70a6tlu2Vd2sSFy35lhoEsnl7YcZ20+4ql5laL62jt9WHBWFaL0+3nv5kMageI4D3kLal11nAOo3A6lfHs9L13IPcO3VVpj+zzwCq5GzbdM/OVR0/HabKa+UZIZpuMvEtRtju5dDrIf46PNKVvctRE+RZ3W7orrCHyhGAO0k5rCnB85Nh1tTHph+WnuWj81R1OnuWv4qrJYPks+vWBaiX58FRkbW7ACh3vzse+Ru/gYu33EJSDQwMXLM4xtm9xO8KsftfSxiGgHMLi7BYcbMkZGuyEi1Fsnln0ngkxFr9ngU585Zllj8jaVqWtVrvjRstHZlujQDLMlj1HbWDlYfFjLwtTT0uWHpPj6y/JrNReNPt0P2t5ef9t9UsrG23ViNORk6URuqk0lR5rcIg0LlioI8DGH6Sdek4rCqk2lHTM1lRV2EvIGTdRg87K08PrJmibmOl2crN8mb5kddKLLKdRtOeNHasRZPTutvxPMui2pd12b0DIzLOsR1X5uN2raMjPOQ978Glhz7ULsfAwMDAwBWHYQg49+gxCETYkqTolVSGMFj+ETnrScPCJOnsQRR/i/r0tvL01px3BfHr3aXOsJRe0ssYAYhuvcYEj73p/Jb4e/DCtxyvOs9IP4sStP7AjC8ee/WYoYyj324nw4lxYOckfYiF7flJNtXcBTg+tmXsbqt/KKR3N8Ob0mR1RDYUCfmZwZ48mbzsENBdZ8nhKqZH6wJe19RYejLAkxmFAXmDg/fvRE7BzatifiqAqV1Ow1oWsm28ptLZs/v7//AP45ZnPYukGBgYuOYxPh94VWM8yHXuwFZo1monQwyy5GaJnl6elh5L4jYSA+Xn6eUtmTIrS0+OJDhL4S3n1siwVvRLtr5kWj0VeSQxYjyMbXinADwcTb+9PbUOedaYWzNuWJ+14OVtkWxPVqSX92/FY4wNx5jrtUQPoU4RzKqQut/za/FUWGNPu25bT/OYMTNHPdadZJolU7MVT9YBQzTFeYi6izX0pFvWhZwKMsM286/JQgXvoiwvadSxpnAZ7snIoA1JXb7JvTuEMtVTu7Y81O2efvKzhWXKK9NVvP9293jpS3Hf17wmXcSBgYGBgSsHwxAwQJAlGcX4baUDu2f5WPlm9YlW0meBLYh7hJ76YH6ejtkVuUXoGXnPwluFZ9NmwiVrYf1zad9fYxjI5GuNzx7GZxF47W73loHIupeGCa2b04fkw9Ko+yrtVGvMScuovBrqJPu4yVfl9YwBmanQ6j7WT1dxz3RrNbO02XjdTzaNthtZ3cIL13H1rrjn4BbhAgAAIABJREFUjmxW+jSGR8yPEnEyeWWgD8voX+JwFTvyr9PUokRXzN5hKQ0C0tbsjWRZBHkFgOsf/3g88M1vRik9lTEwMDAwcKVgPBow4MA642phSxIbEXOPKPSmz9xbyJKpKwk97eqxg0gGC/POHbewxnC8UxGMaURymxtEdoaESxmsvzAWugQeY7CgmYvHNnp0Y32lN63WS/pldNL1bbWhVM+QVcp+uOx2jfjv2JKIW3Hityef5OUVRxJgJoo1l4doOHtDrunhvUjQyo/FZUQ8012YscMjynpI63QsX5ZGPiYg4295SKaBvSc1GtKyC073s16pu7OSKcn7LKua66JatLwe3fveePAdd+DoppucQgwMDFzzaAbis8prYFOMEwHnEh5ZyJAPa7W2JTI7idZ5Ukued+bUu7fqhK2+euph6zpbgqic1jKQwYrjkSYrTK7Y5ZWt7tleVe8uec+OfluV6/iM2PaOr6hPRHLYrv/W49OrJzY3sLrqOfbP7kV5d4yIzQdWnxD/+tqW6e4dAFVkW0+vkZ7RlGmFWSQ4Cy+t1cV6pnZLn6icPWXSQ7DXZsW6PNTVcstVUBvCPYj0Y12QTWOO/J261jRVTsVW6RC/oq6euuGsf3SEB91+Oy497GGO4gMDAwMDVzrGiYCBBchu86xBhgx494eWF8FbOW9Vd2yVnck3WuHLLVIIN7uydD3InhDQeizNrxfWCl3rkCW1S+NkoA0CW9bNWlmSwVxGbNBAfF91GIs3uXek3uj3JepjYjuWDoXK7UKy+AwtTnuB35KdFY9Est17S095MiAi4tGQ1e4Ilm5R/OZu95mvFlgnA7IvodJM2TI8MF177I1T2jq1hTzeP8tGdGv2uotdmskIUI+5emz20NcWft8f+iHcPF4OODAwAIyXBV7lGCcCBhaid0VzVyHY/lgldy3Oqv707ijbMWW74t4KN2uEYLBWydk00s8jg5472y+y8ay27GE2h+invfkvIefMzeS3K5s7PBbN7jPvEiDiG+EvM0+io+rT+h0BLE+ryjSsOEu6gM7TeuLFyssaVt70bukYdRsdT7tlvOhAh7fLHnV5lt8x+DsDosMvUXttMXQckQD22krv/OuXA/ZkyXr8LS95Ce792tfmFR4YGBgYuGIxTgQMLEBbKQL7q7BDQW8vRfeef3R/CAQkIkx3KB20/6HqwqtzjyUcE/9D6tUTT+vExkKGGTKZvem0DHn03iK62TyifhOFMZ2aXloHxpace61aeK2Tu2K2jVrriZHAeiPb3hZpFfdNjlKTIepGbVdek3pLHrOnsC6pZTB/1p17dvUL9p+BZ3oxt+4GMu8orS6P1knrz3b0G9rJgMyBJ6aHjhsdGPLQumghybUex/GRf1Rblax6lx73ONx/vBxwYGBA4hhnt1M/3hGwOYYhYGABnIcU7xIimc23l7j0psuQxWy6LIKVnxsnyndtm3rpokcCGmnMrPwr5rr2uCM9ZV5Z8mzVW5TW8/d+LQ57w5mMJ413EYOSYI9oMDmsvNa7AKTMI/D2ZnKLUCFo2xmLqjh5wFqzzd6+HcTPdA2LhDIZGRLZ4uiqtrprJWmsl+NljQGWztkuC+zr2PLPGES03Ez8zGMEOo3OK0rL9GpdVHdH6T7GySMBRNzuKurzaLovmN53Of12Nq7p6hXFK14BUO59bzzwfe/D0c03G4UfGBgYGLjaMB4NGNgYh3pkwDunaq28AH/F1nNv5a3ztFakGXjxe2RFcqzln4ct2jTTTnqFntHr0LtTTaeeV4kD8fnqHlmebu2Z+0xcybDYdqzH3OC4WT49ZetpR+OxgF0XImyzEqZcpFupUQo/nj5DPb1ki5uJU8TvCPOvVkbxs/4ZXXR3iXTucVtTJkMrP5ORSS/hGQAarDykn9f1gdxUsXTaqqddt0zkX+pZmr8wBkC9F6A766Mj3P9d78LFhz1sodIDAwMDA1cixomAAYW1xOQQ0DrpJU20KovCWLxeEtNDmrbMO0qnV8tLjBTWzq9nUMgyHiaD5RftPls7/BniyvSSaax6tciyJS8izlm0+Ho7dQvDAsuLuSOdvDHLxgmLz9hinUcx1Zq2ktupALdvWTJklIlRVWDvsQDNqqzu0vsm/J4hm/gOPZXZwLooO3Sjq5PJ9bqM7raWjtZ9z7TS3KzevSmC/XvJHh6x0nu6Ehl1Cpt9wEI4qF2ohdWTUwHy5YAqSmrGkuH3+sEfxE3PfraTYmBg4NxifD7wqsY4EXDuwAhMltDcVfCOcfeuslhYZiWv/S2C0rs1xtxFuTO66fTyeoh2tbYbNbz2ss4FZ+R4iHSLZB1jfgIgi2g8RfUVjcvsqYSe8ZxtQ9bfm06XYbPcDDNk+shtYJ1Eydt198agFPux8mfvA6DdsWD+kkGmN3h166mB/SzoePJ0gBXX0kkScI/ER/7RkPJOHxwHcaJ7WUbWpGyq9B55sPLTeWmZDGumWPXvjXVLubtvfhlA6Lc7FWA8XlDhdz2Jm178Ytzjda9Lxh4YGBgYuJowTgQMYH+lelfDIwvZrRkmJxO2hPixtF4Zet1Af7mt9JktLs2GLAPIUsilqOx7S9rV09GTa/n1kv8M9Go9ezZ7K70yhgFLp4j59Oqk28Nr98Z+5VuIyHZAxQl7oi/6I9lYL/rbbaHilG019+5lgse22vpgEGNfFoGLEMXPEHmriS07q+ffmkWTUOlmnyFk8Vk9eeWSuul3icqhwqaWzA69/ndoHfiK9PO6tVHPs+f4RT25BgCnX3mzYmZj7eLjHof7vuUt4+WAAwMDNq7hzweWUj4LwHcAeB6AzwLwFwB+F8A/BPCTtdb/ukL23QHcBuCZAD4fwMMB3ATgPwP43wF8EMCba62fXFOGCMMQMIArg/wzeKQkIizZuN6q0COZ0Sqzh9h68NgG00mvtC15W+gmdfJkttV5c3v16slZCnbGWeYj2cNW+ViwmJb13Tf2Bri1Onky9Afte+oqMyazrE/2ZbZ925hOxd4JgchdSVimOLv8jTFkkcKWzEPUrDo9ayaviSIiG4Uxf0mSAZ8wyzJU417K8NK0d0vqV2NY+UbDx5tKLSwxAHgQNiYpf/YlgI5rwYm8qBgyO30t97oX7nfHHePlgAMDA+cSpZTnAXgHgHsI75sAPHn6vbyUclut9fcWyP7LAO4AcD0Jvi+Ap0+/15VSXlpr/cXePLI4M0NAKeUzATwNwJcA+EwA9wNwHwB/BuAPp9//BuDjAH6t1vrps9Jt4K7GIUlghOzKrZNsuMaDtW6tV4bc95ZxCfSjCJrMaRIeGVEyRpaeuA3H4uqxh+wymqVZko5tn3rxe3VaEj96rbzEVsYvJmu63xH/dhVhBTj9MsDkv3tcAKqrqDS7eMJtdbOGnqqRYMNjCTRp9eRZTdOzc8389dF/HT9L9r17C5bs5mdNOZlwz3Cj03p9JZr6pPFE2XjXPLcpD67oIjG1WLHv86534eLDH75Ci4GBgXOBNv+fVV5ngFLK43Gy638TgD8F8EYAvwjgRgAvAfAKAI8C8KFSypNrrX/amcV9cGIEOAbwMQC/AOA3AHwSJxz5awG8GMD9AXywlPKUWuu/WVsuhoMaAkopjwDwTTgpzMNYlOnamval0/UvSin/BMDbAdxRa73zkHoOXCnwiO+a0d97HNkj1xmi7pVjLbRu3upSwgvTcZbqJa9anmYtOi5z99Rp1HekzLalyNgdw5I6ydSlZk8e81qrV4/BSzLbNX0is70b3WuGS1hbqROxF2lLUYYC2OlNt4Yoi3xJYO+hi8zBEU/Gku7sFcvTx0sj9ThS91bTMl2Ybta9Nna0skudpDtqYpmPdusppYgfyFXrwq7aTwyxYqXpuQqdS4lnenk9buUEcNPznocbn/McI/XAwMDANY8fxYkR4E4Az6m1/gsR9k9LKb8D4IcBPBrAawB8b6f8TwP4KQA/UGv9fRX26wA+UEr5FQA/NunxIzh5hGBzHORlgaWULyylfADAbwH4bpw899D+hd4J4D9OYf8cJwX+fQB/IuLcgJPnMd4F4PdLKd9VShnn064Z6MW9XNmBuLe613kxt97W8lZ0h4ZeTbNVtY7b4lkE3Arz0smrJdNKo1fPGf0zq3TPT66ImZla62X1wzWw+re+Z3Wj62cL/TwZGZ2sfxVZBtcLbZDQIkW7VVK2vU8I1uk2Gv/EXaevD8jTCLL7HKlkW3Whgv3h4w1jNtS0rCysbsLeodniWkN9SRfR0xnTqd3LrhlNGRmwOl47/VvTM5TbMzQkDQCzsOqrLIvZsr7+uc/Fvd7/fifVwMDAwLWLUsqTATxjun2LMgI0/AiAT0zuv1FKudiTR6319lrrq4gRQMb5nwH8y+n2GaWU+/TkkcWmhoBSyiNKKT+PE4L/vEn+fwLwMwBeBeBJAG6qtX5GrfWxtdan1lo/v9b6sFrrPXFyBOL5AP4OgFbxDwDwAwD+bSnlW8t4a81VjCWrZLZq9FaaHunMElK2CmU6bbHqlPAMGllEbIBdM3E00W46ymuvXlE9RXLZalp+x6Ytb620LY3zhvouaOamy+y9tl3H93RaMoYiVsny0O11BOCCo9daNF3Y1yQaCRdeZaon+S9h1l3L3F1EpKITYC4HBfP3DyhGpcmibDJW1Usgq0MfHJHhEowUSnlZWGWVaDox8qrT9t6zn46juybTncGagry8svI8MFtTa18pi3T9vStL3+xdk82rlvkPZd+vqvIfPexhuMc734lyND4oNTAwkMTlM/4dHi8Q7reyCLXWYwBvm27vhVPDwdb4Z9P1CPxk/Wps/WjAbwK4hJMjD+8B8A8A/EL2aH+t9Q8BfGj6/Q/T2xq/FsA3AngkgB/HyUsbfnBjvQcOhqVkVm+TWKTTu4/CLAKU0au52cp7SZm1/KVYm96Tq1eiXh146T2ZzJ2Jy1bwMPyYbkBM2CNoPRixteIyNHbJZPTox+pGlzHDgmS7l0R8JO513ro/EffMq2L2WEAlc0XV+VZxq+qgPVy92/lncZ16L9gvTgQdnzUPy8cadsxOt3RayE6HLH+mize1t3v2JUo2JWg9ZVodz3O3+rZka+gu5v1g6KSHj9XlPZCh1YwAUkak0g7XX497vPvdOLrXvRKZDwwMDFyzeNp0/RSAf+XE+yXhfipOnvXfGvJlggd5E8PWZt+Ck2cePqfW+jW11g+ueb6/1vr7tdY3AngMTgwC/wdODA0DixGtXKzV6NLfUh29+2w8vVXDVqVWnCi/pWU7S6zdkgT4ipzFyeoj3d4JAbbFqN1ee68pN9s170EbO9kvEWTysLace3SSY7pXH4vxWScXtAx9f4x5HWVYGwtWu/6zOHqHX+oNFVaB4452jqa8nqaRzZntbl4z6qHjdRXWzJluYpH0du/ZijyZjJDrbsPybIhWNFpW9C/DQubUgVX2zL9IPd160+/kX0W9W6cB2nXX5erp9ZYf+zFcfNKTgoINDAwMKFx7JwIeM11/N+Cwv0XSbI2nT9c7cfLZws2x9YmAh9da/5+NZaLWWgG8E8A7SymfsbX8AQuSDK0llIdAtL2UWUVljQ49+rB6q5jrt8Xuf49eDRaxZ1drpRqtSllc5rZYCNND62SFR/n2wNr6s6DDe9s4wxC0MSsrszcNS2/dS92i/p2pQ+1uLKfGUdsb0opIs/sKQPOb3MfW7v/kbnLbN9x2MsCPwGuwAybst+QASrYbSB08RF3Py8fb9W8v0KtGXDaMmfyeLtNOBujwzPDScr2hI18OaKVj0CcXtI4tjv6XweTIvjjZs2q7ArN+uqeWGAqXvuEbcP0rXuEoPTAwMHDF4QHR0+K11j/oEVhKuQEnn+8DADdtrfWPSymfAnAzgAf35JPU5XkAHjfdfrTW+l+2zgPY2BBwCCMAyeP/PXQeAxqRQWAp0bLSZ1aimTTa39pFXkveetzSL4rfK8/yYwS1+UcrThYepcnWn5bppWer+J46kzJ6wBiXZnEsr0ielJXdro30YvplYZ3nZixP3+sysL6tGS/T0Rubk/xK8qo6HNhtf2L6mLqM117+1+TvsinYfxRAwqlPb9rwCONSsOa1mj0aqpEe0TDKTGVMx0w3leHRaQGJI8x3jqI8tDt6xMCq5yysqZRND1oPkm8zAOzCmQGgntq3pKyjz/s83Pz3/z7G65cGBgYWQb6a6SzyOsWvJVL0Tmy3CHfmk4DNEHC3znxclFLuDeAnptvLAL5nS/kS440wAx3wdpYPlY/l591LvfS52N4j1RGkPM/d9JLXjOwIa2RZdRYRbC/vyM9zZ5gNq1ft9vwsuRF0v9H1lZW19biRZ7Cto/ZL9Mq0E3MX7L9GP/s4AtPH03VCEX6N6bTzzntJRXioA/GziGxUPNl91jRT04FNYyXwz3zdwBpG3lTkTcVMp95hp9NEw76hvV4jm0eDTtNT9gwiQ4ZnuNF5VpzYtcru9uREAPabeE/VCuCWW3Dzu9+NctNNafUHBgYGrmHcINz/LRH/L6brjVspUEq5AOAdAB4yeX1frfXXt5KvsfWjAQMDGyBDMLPbMWu2bbLIEF1g/emDLZA5FQFynw3riaPBTgh422GZFXWkzxKDwFbwWGX219BYXnYbNNKrVwbr23qbk9ESq73FPXssQMadqVuIv2Dgsy7WZMvshDFhp3qd0iyozx5jwRKZGX8Z1gwClx19osNBuntk7z2DQHZKkfIst7yfDoWEchmy03PPNB50ZfffA8lHHmxhBoBdt93zPMFNb30rLjzykUnlBwYGBq4oPBnAf9hY5p8Ld+addO1lfn+2oQ4/CeArJveHcPIlvYPhLjMElFLujpMjGBeiuN53FgfuSpwVkc0aAbZetS0BO0JvxYn02ILIRWFbGSa2Jp36m1pr8tgSkmG0ex22NfPTYCcT5LfcIp2y/SNieF6YHAP6nDaTYd3ruibbt+29ADMZMp71KAA6unxd1g0Z8ZUfguh9H+uSZ9ItgizL7nUPLywiq3KqY+Tc6zosnZWXZ8uM2njJtKfrLiPDqz99ZbL0v7kqxBacPh4g/PcepxDX67/zO3Hpq786UHpgYGAgwDHO6iV++n/gf+h9B0ACfyLcmeP+N0/XzGMEIUopbwTwyun2lwG8sNZ60No9U0NAKeU5AL4VJ59myH6jpmKcXLgC4K1MtN+Wu6ZAfifd2nm0CAy7z8AjRJ7bWgV6+mV0yKTtKfdZEm+9mj9W/tYpAVannl+EDJti4ZLVWek8mUsgWSEjvpFOGb2WjBmtk/TXzDMCiVeFf6r5K04+B1hJl5ZypvJWIWx3CqGexom6iNZVNxMj1L1TZfZAj9RBu2U6fWgDRjzpnyX/TIeGZhvyZEfdxWp7XdZWTvYCQS3P+nShF3cNGLm32ldej7F7JICNtgrsPxkzDYNagfKUp+D6H/qhlcoPDAwMXFuotf55KeWPcPLCwM/04pZS7oVTQ8C/W5t3KeW7AHz3dPuvAfx3tdYtTxpQnBnBLqX8LwDaa2m3ZooDB8GSVc6S7ZUeI4MVnpGxJA2DtVpdurUk89a7nz3yGHnWYSBhkW5Z0q1htZe3gs+6e+smy+JYft6Kf7fsFvcZ6HPSWVhtYTGgHp2sdBETtOrIYzVMDgmrMkzKZWmmsNkXA6Z08hGAilN/aQBoLGnHmFh+pHjRz4M6uODKsbphNAS9cP2ogNWEVpnYcMkOG20H9WQB+/kymV555cGUpf+mZLmy9mmtWzR1ymlcn54AdkYAGW/3lYBJ/pHoxpdll64Abr0VN9x+O8rFi9mSDwwMDNg4u8/6nVU+n8DJhvUjSinXOZ8QfLRKsxillFcD+EEh67m11v+8RmYWZ2IIKKV8C06POvwJgDsA/AaAT+Ls3jU5kEbvCklj7Y4yW41aYV4+bKUm0/Rsr2XAVsk9bs8vmz9LH608rXgZJmPJ0GAEUOeXMbBYJwR0WK9+Oo7FeqI02b6/pF6zb5jT+i/RyRuDMg99giMDZmDyGCbLX6szxd9TU8imYU0fIt+zq7XwPT1iVU1EdqFsFUfdRHcPSTplHKmTVVXsQA/L25sW9G69lc6aQjJ2Oi2DdTWP1MvwJTZIr3w6f2taVOWffSpwus6acYo/a8KjI9zwznfi6EEP6ijAwMDAwLnCL+PEEHAzgM8H8L8a8Z4u3L+yNLNSytcD+PHp9vcAPKvW+kdL5fXirE4ENCPAJwB8ea31/zujfAf24O1E6tUfC7OQDc/sgiZ2Ct34nk4RmetFlmRH+a0xCHirYO1ek8+a0w9ypWud0e2Rt+SRAaaL9l/6ZjEtO0O+GSPTvzWvl9f5AJwJsfjWvayjSKfMGXJnrqmB/NoYpKgjd+poBoE6D9s1lUxv9SWi6lbNpLsx6wYsf62LBy88Iskewc8MHU8HdmBJXr36yB4ysfKTeW1pAGCw9GMHwQxd2u5/I/8t7AiY2b322qwCF7/v7+DCl3/5ykIMDAwMCNx1nw88FN4H4PWT+5tADAGllCMA3zDdfhLALy7JqJTyVQDeipMZ/w8APLPW+u+XyFqKs/p84KNx8u/oDcMIcCWilxgwZLazencm2epzi5WYpVfGSKL18+RHbivvAluXLBHt/b69BaZDpo4sZPWx2lz3De3OGJqkrFZXmQd+vf5RwNutnb3W6ay82LZsBJ2395PxDbZAUXFyJo8xXoshegYFqbuun7J/nX0fzWLHibavoh72upVqu6oiWWR07RDT8JrO0mMrXXRz6Gbx9LDgDWVv2FphXteLupweBiBuKdeabphsJsvSzzJ2sDDxb3P3qUBRDtlk5oivwIXnPQ/XfXd7/HRgYGBggKHW+qsAPj7dfnMp5YtJtNcCeMzk/nu11k/LwFLKy0opdfq9geUzvTfvnTh5af5/xMlJgP9rgyJ04axOBPwpTr7N+DtnlN9AiCWELEJ2y0Rvf+j8MgSi1z8bNzI6eCvPXncmnrU9JNF2RnuZwFZGAq9M3uvBl+ap64a5ozwyDMZKsyQMOFmuZ84xL9WrJ12jD177HKtrz5Yoixv1YVk/JJ55/F86VNo9MSIO7TJ1f8j1TElbgZ0OkGEWiV6rl9WFmPGB6dYzzHV30N2R5RvJ6D0RYOnf03UttHrqSe/865IfvmhTfnst6F6XFmUoFagPfSguvu1tKEdntfczMDAwcFXjr+PkuP+NAP5xKeUHcLLrfyOAl+D0pPtvA/iRXuGllC/CyWPylwB8GsB3ArhYSvlcJ9kf1Fo/2ZtXhLMyBLQXL3wGgH9zRnkOUGQIS1bOVnGileMWZzKtvKO8PHKedWfyz7ibXE2W2Mp3bZ0x2drPYwFyFRy1b5Y59KLVQdPDYi+ePr3hmfGlCW8PgbewlA0yQ5w0VmQY0ZYGgmkfc0f61TXMzjECVRVn9pUAJgOYnUPcqql6wAwC2fcy/v/svXm4NklVJ/iL+9VKQQGFhQVCscgmIugDhawCinQhYLE14qiUND60yCCL0KK4sIk25YKI0iCbiDhq6/Q8NtMu3djaKo7iOGqjNtKOoK2jdou2gKDUjfnjzbj3vOc9W0Tmm9+933d+z/PezIzlnJMRkXnjd2LJOfraOZ/yOUePZLMmV3MESOGj1zRc8z8t8a+np90oj0drqk1MmUg/6kT0aXKWvxwc4IKf+AmUK64YsT6RSCRsnL3PB+4NtdbfKqV8CYB3ALgcwKuEZO8H8Jha698JcR6uBXCT6fxCAD8SyPN0AG8b0GViLffwG7H5v/WlK+lLmNB6JD3TqiPokaeRSitcyh/pIWu9sgiJi5xrJH2ODC5v6brikOQLU7YBbNsnDbNa076t8zmgDgDqHOFpvLZgtYdeZwJlHUtDY0zRPBqsdhAJ60lLy4e2kwKU9mOij34kXvsdQE9D51Y3dsXLxZK99K/hiPk5dhyQn1cGXhquiy8VOGDytHK0yliKa/fb9AC63fx+e641+dJRi/P0SeUXkSnFNRwA5QA4mJo6Lb+tx4PmAXBw/fU4uN/9kEgkEok4aq0/DeDeAL4HG9L/MWz2A3gvgK8H8Dm11g+cPQuXwSozAmqt7yylPAHAl5VSfr3W+jo3U2KPKIgPc/QOh4wOn7TeC+8Jzhmi0chYJIzb1dJFyPwSaPcpORRoGmqXNNylHaNprfxb41DQ684aivPOJRuicml4s4/1knfS0fvR4mh8lHBLo+xS/S3ZjiTnAHVESHobA9F2Y0NnWNROvgxhkkc/BYhqPHI0nWBG5emsuOlXmMPG+7zfnJ9UFNwJoBWv13wsfZbe6AaFWlwUtElSGY3o8tcM1yOlkfLw+2llq5Vrb7Pn5cYdAlXJT+2h50ReKbvN1hTRdF/7aBy8+c1+xkQikRjFubdZ4BFqrR8E8ILp15PvbTBG72utLwXw0nHLlsNaSwMA4MsAfCeA15RSngrgx3HsYTFRa/2lPdt2HiJKZJZyGvTGRcMsaL02S5bVy9Vk7gNerx4svoeYRnRrsiy7pGveA+YOA+s8mnapjRG5/V6bjcRLTI+Dk2+PLY5CaztW3XEHBrdnNKwxJj4nuwiPbAur246BNgd6p1nQdDyunROdNK30eLekSz5iHNYWH6x49tYsrGpruq0tJaSq1uRLfh/pfixfWc+1tfeAButRoUer7iL+XCltwF+51fzbI0HT3enOKD/yoyhFE5ZIJBKJ8x1rOgL+EcBvA/hrAA+cfhFUrGvnOQ6rt9krZ8l0Xp6d3v5MOb1lEI2zeo0j555ujjlsRcsT6RFrtnAGpbEMqbc8Gu/Z1QNPjlRXkS8QSJBG47ls66fZ18MYeTpqzxJOMK98hPCjoILjTwa28CqkI+m9cuHfW+OzDyxyNxdS1XDyqumXNtYb0c8nfjQcsrCWpumVJnBxOdorm55HfLVtRzwpnSfLem1INkuwZmJEwiRoNtHrwGuEPhpbaS+8EOWdP4Zy85sHDUokEonE+YhVCHYp5QJsPpHwxBbDFaPQAAAgAElEQVS0ht5ED5Ye7pojx5r/6ZG9HjIbyWfB6uH2yLPua1SmZluUuEs904gNlu290+mlc2lI0iqjJRmbBr4Zoac7QuhH2KbEIiM/YPceJXu0DQ69MDr86203L9zzFmGbTmrdHfVXy4OKrUAlNqgynLKf87q0qsaCVsyRdJpuKb0UTmUD27MDJDuka+nxiLyO26vDet3Sa02u90jReElW5BUopR9pK17TdsSV77gBJfcFSCQSa+BGrLdZ4Fp6ziOsNdL+1QCeNJ3/MYAfAvA72Gy6sPKKj8QuvJ4NEPPdLEG6NDkewRrJE4mLyIwsANXkSMRvjpxIb9WSFWUlcyDtIeCll0alvSUEDUvdjyY3ygwkGRZ6lu/QdL33Gk3fdlrjjM4aMo181pLEVSGtSPimew4tFThk6bCbrjEvuklgpFiijyptKqOvUs0/SsMsYq3FcXu0T95J5FySy9NF/sNbH6qgds55TUqODrBzXhbSUgxLhvVvyPPN8seA2RB+qh93HfCcr42mTiQSicR5jLUcAV81HX8NwBfUWv9+Jb2JHfSSIq23x2V6OnvjrR7tSFhx4vZBfK0espXWIvVSLzTiBAhMkxbJ3YiTg8vWzq064XZZvXdLhyRvDqRPEUq6OHr0Svft2cRJdzSv1La0MKl9SOmtOc0Wm5XmnCsiajtp88anYYLK64T8vKnkdI+B3lekoE5suj0/CVaxao9QZP8BrSo1FHLUyLLnL9JsttLxV4ZX1hzea4Tniaxiofeq+SkPcDyS5dWh9Npq0Z4j5PZXo7zxLbkvQCKRWA/n4OcDzyes9fnAu2DzL+vb0wlw0hHpkXq9LSltL7SOjBTOw6ye24g9I/dYyI/qjvZerR6rpDt61GzRIOX3EJGnpZNsouVYWPgIRtuAVxa97aSHAfJ8h9idaq+l9XR4z7mGxnAaI4nujRDV7yWtOCb+zIFQD7HzFYGt9f8tr6GrF7w4equV29IrQyLlLdzLo+WVdFvy+WMr6ePXVUkryeRkW5Ot6bFs43GeXZqNUpj1OqZphGa5ZZcmswI4OIPyw/8byhVXxGxOJBKJxHmPtWYEfBTApQD+ZCV9iWFERn575sOOpokSE4kp9NoySgznxDfsazaCpxPo76laWOJ+tXnOmvMgcq6hl53xRdGW3IjeOXXOhxhH4DkFIuEWG/TYI88PiMsCOMxR5QKUA6DeqEz/J2GFXkzsqy0LmPuZwLnoaUKSbj767L36JGIvnVsyqK+uF5LjgcZJiDR/vuZfO5fsmbvahssLpquBcm8rWXZkv/xVKA+I7sGcSCQSC+Ec/nzg+YC1ZgT89nS8w0r6EsOI9kK9MGDZEVsvrIfUaHFW71rrPXq9Vs0uK08Ec3umSzKWSN1I5/yab2E+d3rrEvfY5DR2EGF8Fpleyh6+rfuoHOu6hVnPe7Nli10H5WrXhJzzdKbJFZuNAMm11IzMIiN5Rn7NpiWarwZNb9PtVYXVPD0irl1TJ4QFnp+uBgH8uqKPoDURzHIuRCYVcfleeVqzH7SlDcBueRjh4kyBJu8LrwWe/0JFWCKRSCQSMtZyBPwrbP5lPWMlfYkhWL0Si/xY09/3YZfUW432+C3HQES/dz56/1HnwIjMdrTWkEtT73sxUt9Sz573wK3huYgjxkJvm5eWe3jyl3K6UFl8ucScZ1B6nrwwuiyBy/DakPc8czFEd5HuR7vPqW1tbQKo/RxzvR8vjp17CMr3Vlf03ob0SpQcCBF7tebA9dLlERYsci6RcE2X1FSjWOK1LeWN1gu5N7PaKykWfq+3uS3wprejHKzVnUskEonEuYJV/nPUWn8KG2fAY0sp31lKObOG3oSEnl5kT6/IGwKL9KYlfVH9GnHxZFn33gutNwjhGAnTepW95dgYBtdlYenhTI1FSN8g08qwx6YRZsDZmNX+RxwCnl6PYUbq23J+aYylB7zOGjTGGUGJPYJHZtNyYWWzo7YAhckXXwtT/shrkdvjFeGInyb6arSaB9WvyZV08nMI51Z+2hS9ZqG9Mum19kWBlo73YjQd0n1J8TS816dFw6Q4ZVVWVe6xzQJQ9/47OADe+k6UK690DE0kEok94caVf4lFscoeAaWUp2HzxYDPAfB8AE8upfwUgPcD+JiXv9b69v1amNhGhBwslaYnbzQMkIekpF5YZOjKQ4QNzJE9J+8cgsrTjJJHYHvkXwqPnFu9e24rR4RIa+VllaPG8HpssNKOINqmLXZHr61NCb37aKzMajvKoj/xNgbLpRTsfD6widuaeRBAT1PyiofLPbLXSKfNPrAgPUJUZ8XuIwd2zUm+93rlaaQykfLwtNxWCbyJtXOtnLR60e5LavaH0F9Zmt3a46OYqDaDlu8lL0V56MO0VIlEIpFImFhrs8C3Yfvf3e0BPDeYtwJIR8DesQ8iKxHvCKTeknUdidN6gz2QenSRXuOakHrDc+zhC589WVLPH9CnkUfPeVizbc699bA0ST+FtHxhpH3NcQBY9ki6pPNee6J1oKUzWNDRuWLHVjj7lbobXyY7qjGEbhF57gsZmTTTprJHiLymn+ruaSqUzEskmzdd/uhqeaU8mn7NZo3Ia0RbiqPODk+G9nqMvt4k35V3/4Gm3lBAVsEQe7e2zXjY5wMv+kbH4EQikdgz1hypzxkBi2MtRwCw/FzjxCKI9CR7iFI0ndYcPPI6SpKiMwQ8SD1ofj43XtMbtcsru9Fjr208/8jof3XScl1ST5/bxOM8MqsNo0ppONOLlCFPb/160eMQoLZIMwAsmzybjfqRdkErLfxwe30/Jfd8CUD08S5THdVJdp0SRZuLhkj1WbK8YpXS9qJg00S5X04jy5zwqmVqhHN9EryvYFJ5WprmDOCrjeiP7ms5Un5NpjTbwQN9tTU7D1kzjtp05a2BN70D5UyuskwkEonEONZyBNxpJT2JMKI9jtHeUlSu1vsGliXvkXCtZ2cR2n3A6vVLRyt+H/Du31rUK51L6LFfcgjQ6ygDs2yJ2EvTUAakDR9G2Y+kJ8ouqT1S/h57PBYWvQ+pbCo5UFsMsZVfCM4CMxxAVezmxTFK7i3QKuFNxNPfAy8/DbNWgdD0vWhV/kkmm987j7Nec1pcI9na6116XUbOvdkEFNpyAoqBbVvapBb84DuAq24TzJhIJBJ7hPQ/bJ+6EotiFUdArfWDa+hJRLBUDy+Sdu4T6/WkrPAl0470GpdOG7FJQjRdBFwGn4PLe+MV2z1ia55vVK9Wfjyc/g6VcC+fxpi8Z4iXAxn+22F4SyLKGGm5SIzTkmvJs+zSIMxXPxqlJ0kkUaPhUhgtgt7193NBm8gc/V7zlvTSR0P6IqWUf8QP2myxJvFQ3VU5j8RJuqkeT4d0zu3jsF53kl563bv66jkvBD7/C51EiUQikUj4WHNpQOLEY+mR7tEeo5Zv7fX33qLUCMEZ0UPBiXZUr3ZcApyASwxLIun8nKedc86Pkd61N7tk7vxhYHdhd4S57AOSg6KNynvLdJaOp7Yc4ngjP2yTo70WDbfBMJdn24P6Lb2RlSgSLLs13S1f+3F9Szhh+ONK9UmPK7/WnACWHTS+NXMMnt+IbacJtV16zXhhVAY6jhXAra4AvvXbhRtNJBKJRKIfJ/bDs6WU60op7y6l/POzbcu5iejwUc8wUzRdxDZNdiQtYA/deD19qacc1bsENP1eD1irK4mAe8eIbVZda7Z699J7DthzbK36jtxrb7zm7Gh2tI+sz0EJ/poN1i53PK3UXrz25LWHZoPwrbtaNj9aLhJZkm59KFz63l6gKKKvs0iV9CJa3dFXG7229M0N5zqkx7SnTLi9VhPUHBvSudSc23mzmc/SiJRjQ3MGtJ+0b2rkdXzZTYF3/yZwQY7fJBKJE4T8fOCpxol1BAC4EMDDAXzdWbbjHEW0dzqXtMyFRcatcM9Zwc+1PBqxk/JovUkvPso2eoluJL+XNlpWVtloPd3e8wZO5CJDqFo5Rco8Eh9lihbLjSJCzq3lB1I9WizPQi/75PoVOzR/Qk/4UVzF0caD1ORScbw1O7ulA2y/IqM/rVoi+y9S/dzP1/PbuX/Ivg9+zZ0gkpxIuPcoaCPe/FzLx/Va+iOPGNcvlZOUJ2o/fUVpsiL4nh8Err5jMHEikUgkEj5WcS2XUv6oM8vFAK6azj91YXPOc0QICydXrXfk5VkCXJemW9PXEx65rx4dZwORsrLyRNJJxFG65ue0V83l9Z4D9icIJdutXneEnHrxGjvqSWcxhF5E7LHqsjHgG400EX0S8xTSap8FLNOfnc//TUctvP2OxDU7rO/fGfdnEXvn1szikfRIpjT9I/4iPoItkWhJb2sCWn7JRqpPejx5Pu2V5b0KrLLm9+W9FiV7WnPhYZpe6/UoNbPoIy6le+pXAk98alBAIpFIrAhtT+R96UosirXmmN2xIy3v+rx9WVMSMfQSkyUJjdST47K9nqlnSy8R9NBLJK1epHUewahDQOuFj9hA0T6pR+UU55wyjHa0bOm1k37mj8uQILFCSf8oRp+fKNuU8s21hbezHlsC/823HAKGWqr+SHZzErAMFlnXSF+vv7DXeWAVWYHtU+E/aQq7pEcjtlrTttJGXn1aGv5K114J2n6WPa9Jj7hreTSbPGhODs0uKV8BcKe7Aq/6voDCRCKRSCT6sJYj4IcCaS4CcBsA1wC4DJthqWfUWtMRsDqiZJpiLhHyZEV6fF4+L38vRmSPkDYLFkvpcQj0EOkIIefpNHah6ZeIP3USWL1nzR4pPEp6I1u5a/fZg6g9lPUtxTolWyIfgbdk99aJIKdMZUIdAjvFVDczA6pSJjsqW/kF4T1K0u17ZLEKaSQdns8qQvI9HRK4Ty7iIPBkaeeST4nqkOS0a+B4z0vrVWjpkI4RRORpiDgTzlwAvP6dwE1v2mFUIpFIrIhDrLd2P2cELI61Ph/49GjaUsplAF4J4LkAXlZKeVet9X/szbjzDnOJKO+9LklqGzyi16Nf6/1J11avLnoekTW6JGEUfGhKOmpxVj6LzHvnEML4Z/48+7gcDR7xBGS208MMtDYZYXqWPIvx9c4Zjzy72vPBZ0REPoVosDIxithWpfwtH/vWn7bEoAniSwlGnz2rSkbQY1b0cdLslGRFEdEppaXXkVeDJYeC35+kA8J59N+Gtk8AP+f7QmhyhWYcflxe/G3AZ9/PMDaRSCQSiXGcuM0Ca60frbU+H8D/AeBqAC87yyYltiD1kpZGtJfk6Zd6pZH8c3r2vbJGFgCPyqE7XAH9ZJun0a49G7g90mLo6E5cnm00PFLfWhlF5Ft6R58Xzja8XwQ9xJ2X/4GSLiKrwXLpT7ZJm/g1E8oBSQscbfp3tPkfKw9epUxVdxFSeXOqoCg/S+cB5P/anh0tTCp6j3S3jRMjzgDvEdUeZ/q4S44Efh11TGj1zmVJYd7Ik6Sb31OTM9LWHvIFwNe80EmUSCQSicQ4TpwjgOCt2Pwr/eKzbUiCw+qxngSMkK4lnBq9pHUOOGGPEHeN+Eu94V4dXJd2HnU6WHZF8kbsk/RRjIy47wONNUY+Peg5CUYcGZItng2WbVp4B4suOF4ywKG9nrYcBod9RFwz2YrzbmnUESER1AgB95wMGppdkTQaifcIPD33bO0Jl3Qs6Xvd12v+lrcCXvt24OAkd9ESiUQC+fnAU46T/F/mg9PxyrNqRYIh2mObA7EXb4RZRMcaItsXtF6xdx6V3QtpaQCNWxvUFmvYbQ4RH61fXm+UgHvtfXQZgAbtm/ejddbrBKC66NDmiA1Ex85UfSFp5Rftd4itfQCKYUvh+RcAr4Y2Qq85FawR6V4nBN+ZWXr9WTZbswE0/4z09QDJ1siMBs8+yRbvX0HEVwjYZSQ9tt4eotq/FP5qi9SLhO9+K3DVbY3MiUQikUjMx1qbBY7gFtPxL86qFQkGj5AvAa3n5Z03W3hP0nIS7POc6qZlpC0SteSNlK3ljKCQ5jlLuvlR+9aWFRYlZrzsRu8/ms6yzbNDa/+RYUrLHo9FRgg8zdfznFImIzEaqV17bMu6LyJzK7pgZw8AiYSiQNwocKuYqDNhN6n6s7ZBkG4v2sQ5tPS02KQm5u3nqBFni+B68iSSTWVKXy+QEGkyWnrtUaRNU/qsoWQDPQZWrqgyaBrrnq2w658NPOpxhhGJRCJxgpCfDzzVOMkzAtp/wp8+q1YkOrDUDIHojAArvKGnN9YDTqok0m1dL2mP1JPVer8aUae950gdasRQ0iHZFIU1ym717mkafo+U7Wj/VbTeulQ+Pfqt9mh9817Ka9WVdd8eIukkNq4tXfBYpxBfK1DZ6L8npxS2XGAOK1eyWdXSM3kkqlv7bB63JSKn2biEbRTaDAHPpqqkLeycX2t20LDBKj96xLU47ZVO7bR8zxTSv5C73Qt4yQ09FicSiUQiMYwTNyOglFIAPBPA1wJ4P4BvObsWnU+YS46XgkT2+PnItYW5o/Q9o9ZSOm3GgCU3cr+RHqmEkVkeUhlJc2w1Z4QX16PfSsN78BKz4fJ4WOv5e0wtYk90OFcD/b5ctK2M2MJhDVG3hXwCwbfqtGoOEWbm0YnyLFXNPibW+nnQSCmdHSDptuT12KARaM3npsmWnA6eXvqasgiyFSddQ7iWytl69XKbrEeL5+NfLbXqgr+y+QQpisjjffHFwOt+FLj0UiVxIpFIJBLLYhVHQCnlLZFkAK4C8JkAPg2bf53/GcB3FXlTqFprfcZiRp5XsHoqS4zoz0Gkpzwip8eh4Mkcld0T54UD2+UhTdPnMqIEPCJDso8zIKtnLOXXoDlGvLnDUrjEEqwwKT+3vc3NpmHePVNZ3vBpFNo8cYsRctKt2SjZ1fusGumPHABW3XZA9GM1HZJ+4efBykOrwstDb7339iXdvDlqMiW9lnztPiW5mhxuh+Zz4zKab4m/YjTbouUX8XdarxypiUdeexK+6buAe9yrM1MikUicZay5iV9uFrg41poR8JWI/1ukveInGGkqgHQEzEbFclP6l4RHIrzmxHtsVu+zZzaAl1+Ka9e9cRGbeHp+7I3zwixw1qPpjdimjTZLZcXP2zUnlyPQWI10Hakzb+p/DxPVoDkEqK2eHo8hRdoDtUOrh4qj6f/Sp/92stB0mokkvpD7kJrV3KIG7OnqfJq4tXLBq/6eNJItNDzyWPT8x6bVrJFlbrd3zcPoBBxupyZHC9Piuc2955FPDkr6Hvk44Glf42ROJBKJRGJZrOUI+BDmd7cSe8HZdAB4PdZ9XEfSWr3CEXlz4rQhMATCuKxInBbGbdP2IYjYtGQct8tjSg2Wo4Fec12aM6eFWUyPp/cw95VJHXy0zrwZAFEWFY2bbKncjuknFUnlF1p91o1jQFxywMK8lRwUUT/Hjq1CGmmEXtqNn0Nqnj1pDgB8EnLVWM6LHn1SvPYIWr5Z6VoL43qsdBFIzTaCqJ9UCqfpb3o58Oq3QP0cZiKRSJxkHGK9kfrcLHBxrOIIqLXecQ09iXMBEiFd4ro371yZS8d5Pd2ZU6ldRHr2PTbNjaOLcqP2UGjsgl97YRYR3nedWNDYZis7ntZifXPiGOGvNNzAVhKLcfcMxx/qRcBh3Z6ljoP6XnrR44ygNtEfnbovpZVkSGk0fVwn18XT8+US0jUvL7rlBLejGGFUNg+jE2YK+XGZvNz4/dCm2Wxv9rdrkHAI8c9/GXDFpyCRSCQSibVx4jYLTJzLiJDv6DT76LUXFyGckaGiJQmf5BjQCLg0lDUnjodJC165LTSvpS9iU9RuLd5rEz1hLdwjmJojwJK7D1iOCM6EtPaEQLgXJ9nSsk121BEniZKnSvGUkTE7mH/CfA1E0mhpqWpOMiMj8vyWPJ18toO05YJ1L71lok0K0iYxaWGSfu06gsjMAq6DO0ykR4hfS7ZLsiWdDU/9auCfPc++n0QikTjJyM8Hnmqc5M8HJs4ZRHrRFNFecq8sCtrT84YHteEtPozEh460oSRNZ4RpSOl6p5RqLIBfRzfAoz3pudNbexiZdgS2e/YRHb3tbKRNL1E20k/77GCPPE2HlVcKszYfJCgFKAd6PECaVD3+SToL/x2S8zL9FPnc/CgJjhBpKY7rjj7yGjSfFm9ukeZQhF/UHqOqRVmSbMmnqJWp9krWZHK5gF3Pnq0UWsdUa18Nd/1M4CXfEzAgkUgkEon9IB0BiT2gl5BIeSNxI9cNEVJmzTv15Fs9TonMWrDSaPN9e8kuH+qS5spGiaw2zxYsLDK/l9pjpaFpJV0eM5PS8DBKvEfb9xyHQC/Ds+6x4Pij9z2ypLZ8iG0HAIfGlAhRN8ukHCWX43i9SHYboi3/nmPSkYqRr0hqVRBxRlhFLhVFu6cD7P7XjxDvSBzVRY9RRBwIEfnaI+vpk3R4iLxupbq84CLghh8BLr4kqCiRSCQSieWx6NKAUsr9a62/vqRMJv8mAO5Ya/29fek499FDXjgBO9uQ5mmChEVHgK3r6BBRtLev2WI5EHpkWuURheSYkOzoLRtrPi4/Rs4luyVI4aNtg9rRU8feryct/Umj/5YdHho7pN9m09JJDgBPRyUHqwyAzXIB7asKUn5p9oGio07ytSKTVhVYxXuktsoEtqeKeV6K3teM13zbz3pMeV7tE4NWc27gywQkOyNVLb0SNEg6tVcRLwcpr3YuXfNwLf55rwQ+4z5KZCKRSJwi5OcDTzWWnhHwnlLKu0op1ywptJRyWSnl6wH8MYAnLyk7YWGUWO7DBuna6iHyXmBUJoXXG9RGpCM27RO83rhNgL2LmdeL5em0PJH71ViExmhG5ErwZnZ4jE3T1VvHkeFnboM3f9vLz8MaM4zK9JidlMZjTE01HyLXdEcYYUNwUSG/dakojsi/oZ/fdqRoaZxWXRoh53Ik54Kk33q98+am6RpBhNT36qRyJD9Z7yuDOgUi6T37KK55GPD0FwQSJhKJRCKxXyy9WeCHATwawLWllF8F8MMAfqLW+uERYaWUhwD4MgBPAXALbP7N/veFbE2EoU3TnktsA+QgFG6lsQhlj9wovNkCPeSZx1tHSVbUlp7e8iisKfo8vNcuq714bWlkXnZPeBQSCxxZ989l0ue1yYcSRvNQWyIzEIzZOpVdm/kwLRWYZikcmV8Dt+85I4Qo6baaqTvFz5wW0eqIVqFmfvS1J6W17tOzMyoTSjoKbUReu255Ij6cRtqtPTAjk13okgNp8yvL/hbmPSI3vTnwHW8HzpxREiUSicQpQ24WeKqxtCPgrgBeBuCZAB4M4EEAXltK+Y8Afg3AbwD4LQB/WWv9JM1YSrkcwN0AXAPg/gA+H8DtWjSA9wF4Ua31Zxa2OdGFnh7wCCLEXQsD4ssFlkBPr95CL6uQjl5cu5Z6x9rRs0HS4dmk2ROxy0KUoLYwnk9iHWs7A5od0vfSqI4edmhda2F0QfmNJJ2kO8IWe/W38DJVn7YZosVI67Yor7i0ZlItGw1UxFZOcH3A7if1eLxkUmQEXatq6ZN9EV2S80TTEX2Mqc5oE2o6rFcJzU/rxXJmSP9KuG2STZb+b/p+4LZXKzeRSCQSicS6WNQRMI38f20p5QYALwbwNACXAXgUgC+kaUspH8NmBsGl2Iz282UK7d/u/w3gBgA/Xmsd6JEllsdJWDJA4REeabRy1PYoIeWLTbXebKSXO8emSJznQLDiTAYFu3cujT7PtUdL54UZG9qZRNdKP/Kj9kmf+mvoddb02k9l8HnrHiK6Ivqn6wJss2POzKywupuEwpsez0VFnApNrkfCJVAd0uNhFSUn8xGbab4i5LF09aS1YNlmNXMaTptGzytVei1prysqc+RV/einAo/9XwYyJhKJxAnGIdZbu58zAhbHXr4aUGv9k1rrs7EZ0X8WgF8A8Alsr1S8bIq/FYAzLO5DAH4AwANrrfertf5YOgHOJnp6fXP1eGFST48PhxlkQNWzLxR27GEEozp4eUjkbilEibbHaKILjqPkN4qedhshrnPQGJlExDW9FtsatY3b0WyQ6lCyh4SJr23LJrqk4FDI77WjHrbuiKDlf/QZQsSaag8Jt6oyoov+55TCe+wr0OXR+MquLbTmZPm0LBu9cz6TgdokvQo9ey0nDnUU0PRSWopPvR3wTT+waUOJRCKRSJwQLL00YAu11r8F8AYAbyilXITNtP8HYeMAuBLAFQA+DuCvpt/vAvhPtdY/3addiSh6yWgv8ZhL6iRyy/N5I9a9mJsXsIetpPPeozY8JtlTMXZPHsGzCJuma4mZJtF2E2FqzSaRJSoyexElrtZ8bAhxPF6L44zKsqONykeXW0BJK4GwxVqBUtntcadIpF7qFFxiJhxW1iyKILbg6EsBVtVZTaTXd9Gm72vV0/JKK1t6X7ES2dZs9+7Fui/uV4raLdmnjerz9N5IkvVvpEHbW9Urg1e+Dbj5LR0DEolEIpFYF3t1BFDUWv8BwK9Mv8SJxlyiO0eGljcqL0L859jGZUi92ci55DjRiHT0GCWVGuY4OSRZ0qLjil0HhLR0AyR9r40aY9GYgEVsm33tfjT20osIM6F2NFBG2MNCPTui5dzKQmOm3rViQxv5j464H9ng7aVgB23Cqk3CW7qjMCEwcpv8viy/S4RMa3JpOH+leF8eiDyShyzMe631+ogsgs9lSNeR8mhp+CuKxnP7rA+sUBk87/UvAB7wBYpRiUQiccqRnw881VjNEZA4KdB62lrPjcdJiMZH59Racr2homh4NF5KP0ICNVI1YoMkV2M5vZBGiqM2SHZE5ERYjuZw8eqDE10pjxXGbbScFJ49EhOL2C+xDWnNvJZXY4NauUj2SeHNFknPJHvnkVdsKdp9WHU1MdbKZ8DUXVU7ImuAaAfS9Dx2LW1kE0Ht1SCFN5lcT2Xxlv3SPfKq1ZoFt6PnVUxJc1SX5KTgdlCHhnXvnjPCsp3q1uTc9bOA53ybkpsYuN0AACAASURBVDmRSCQSibOLdASc9/B6pF484I/ScvJkLQrVdEbs0HRbvelIT9CyawmMTNHXiJl1L71HTS8H7W3z3runpyfOgtRzVxmeIVeTw+HVFdUf+bZOxNYIK4QTppWpNQPAC+czBKy6qNid0SAxyijDrscj9JXadChn4Q6AKHqIOTVXumUp3iLCmj20+CWbDlkarRqpPVK8NwklWu1eeHuNeKs+oiTdgpaHvooBu341tDwXXgS86h3AxZcMGJhIJBKnBPn5wFONvWwWmDgNiPSER3o/kXReJ1+SFZ4zzGR6hCgiYxRzy1ci+5RVRGT3kGkJXpk3e3j6gt3etFavPXGWPbR8tPilwjgL8xwR1nxl+vOgsTWJDVLbeoaho+FSugPBnvbMR7+n1/Ock7SlAOUAOxv7HVUFrQtW5qLKKb4odSNVneYP6yH5UUjT2yW/U1SfVezSVPneR83Trb3upLSSbfyaf4ZRehVqDgd+ruWTju38Oa8C7nZv4QYSiUQikTgZyBkB5x2sXuHS5LiXCPfaFSVx0bQ9Pb8e/VE5lu1zCb1ky2hea0r6UnZK0IYKJYbVo7+nHi3CT8lulPWNMEPvGa7YLKSLslDLhhHb2tCutATB0ueFa/qE652N/4DNjAElf6RIvaoH9JUSnv9qBJEipbojzVCLo84Ffr+SbEuntrxBg5Q+MnmKNkWah08Is84PyTmfhVGVIwDc7s7Alz/fMTCRSCTOAeTnA0810hFw3qGnY9/bQ12iR+vJ2nf4CEYcApYcq1dt9UB7jp5ui1RL69OjMufESQ4Ii4lEw3ryt7Qa27M20fOevUgaLb1nhzUHvJe10ThaR03fjcyGqMyeuuCg+g/JcgGSTxRDAi01PVPEpdFzL30P+KNCizpSzZIszQYer01c0apaC29xvPNI00sj/5Zs3uQlZ0X0nD9O0utTe7WeOQPc8JPAQU64TCQSicTJRv6nOu/QMw25t4c6Cq4nMjwUgUZOLZI2QuDnQiJyEngvv/cH42jZI8XzdsSPUthoHNWpgbfpuc4Zq1y8ndeaPRoiZL/HaaDVNS0TrX17zgcrThvx53V5ALk8ep5li8UyG7fI/zS132w6hUz/t96NJF76tKDki+Fi57xSaVFzvZqfZnQmgqSD34P22oy8Tr01pZFXLk9DmyF1Jow6Wry9OCU7CoBvejNw98/uVJpIJBKJxPrIGQHnHTQy0CtjiXTW8NsShDw6ktgTPmqLln9EjkSQI0cug8dZbcOqK55OcjZ4jgiN2Uh5NdncnrnOAG6PxvyiZaPJjejmdmhpNTukmQqeXZrTgE7719JEbdDs9Vgq11/INSfpLazq1b+TXkhzlLbuxklVZIVFwfNJzZu+Dtoo+4g+bqfV9KxZD5Y/zip/zzbtWnosrfu3XiPWa6lBmjHQrj/vOuAxTxMyJRKJxDmK3CzwVCNnBCSwzHAVxUiP18vbSGuvLCoz0ivthUUMtZ5l75vM6p2O1plHpKVjhESP2OP1xnkaSwa1g5JDK60WZhFeKx9HZGi2h/hG0kvsqNni2WWNvke+Qyfl03RG24vWXjU9AkoBDhR9VhXtND2SWLod/jvA7uwADxop90hve01KezZyRCY/NB1LPdbRx9HTxx9tXibefXtx0uPSwrVX0S0+BfiGN+JoWUoikUgkEiccOSMgAZ9URHuuS8AaZuoldHPIW2++SBztXUZs6LEzKlOyZ6m01Baex5uloA2xWWGarZIt3PnikdlBsmkiOkNghPD31BMtE+mZ4vXS6wzxbLeGk2karSy09tGCyfuqVmxtEljp+4zI2FJBZLXR/x1T63Y+HqWZHq1SdltqGomo0rzK7R5de1XLnRxcfu/kLZ7e+rqBJVvauFC6H8vx4DVnrelpPrmvfwNwxa0VoYlEInGO4kast1ngWnrOI6Qj4LyD1xPliEzTXRKRXmW05xlxHmhk1HIoRHqWIwR6CVj1JRFG76jBKyuvjKQFuJbuaDlq7VuaHaAxth7Sq8mxYDkEemzxbNPytzBtWUg7lxwFBglXr7X60GabePevlcehHc11lWm5AEeFHq4piFbVwZSGdma8avKaghVnNXsaL6E1AXotydd8el7VRZoWlydtBmiBz2qQ9jjV5Et2aJO5rv1y4BFPDBiUSCQSicTJQToCEgSjhGOf+iMkYDRs5D6kniwf5ZZ63qPno/DW/u8LVK90znve9Ejh9fa9e9Liesol4gzw7LPk8wXfni1Wmmjb1kh8Y0nWbnQeE5VmXUTsaHPZpcXt2uwS616aiHoc1q4rScdnB2yZK+g4ajoCY/WWFWzZJYvYgTcbwDA1ZJuXX/LveM4Ar5qkMK1pWa9azZ5euRoizoam/8pPA17wfQGhiUQicQ4iPx94qpF7BCQIllzbyMlD5CflHdUpxc1FD3HX1kGPrI+eg6V1zC3H6CLpNWygr79eh0NP+4y0e+4U6JEnhffYy22IQmNZng1aXJRNK2HSZoBb19bMBeZEkHRY4d4rTUJkspUnr0dXSx+FVCXa4yuFW81TavoapEdDOvc6iD2PlWcLxTe+BbjZLRzhiUQikUicPKw+I6CUch8ADwVwZwA3A3DGyVJrrc/Yu2EJ+L1SL85aUDrXhsiwTnQfASvcQu8yiciQ1VzwoSupp0xtGa0XS7em17rXyDBmxM4IweWgo977KJcecPbRdtbvcXt77KWHAXmzFDxWOmID18+/LlBYWinMciRI+abrSpYH0OyHdTtOMpWK7YFW3Bza6LmXhoMWJS1ay8kghXtpmz0RxwSHtSyglZM12ejQkAGWVosfqcsnPAv43EcNZEwkEolE4uxjNUdAKeXuAN4C4AE92bD595yOgMXQ2+OJpB3t/S1pA08XcQhESXrvuYSliGaEgfSWV/RoQeql00W5mhzOZCwnwtzym9NGLfI75yfJA+Kf2qN5NLu0cOurCBIhb+GSXo/VSrB2qpP0GwyUEnaRwBJSXwEcTtd10tU2FTySU4BC0rcTfvs9j7XV/Lz18Z5cSx9fDUN1WjK4TVJ6rzlL8mlaKW9rmtorgP+01SxaXutcslnLc9tPB559g5AxkUgkziPk5wNPNVZxBJRSPg3ALwH4FBx3Jz4C4MPIaj2BGCFLI3NPNTkSKbHIoEQQRnVFYRFW6ZqTZCufBT6CPboXgDSP14JnLw3zduTS4uZAk8GHP6P5LD1WW2ywFnhH7llyCPQwTi8+6mTQHAJaWUZ0N/0R0P0DNGaqbRIopK/YJfuVpC1TmjI5Bnb0GQ4HDdF0mk9MkqU1I41YS7osku/J9pqxVXRGke68Jnk6b48AyV6u08prlf2W7gK85IeASy8zDEgkEolE4mRjrRkBLwFwJTb/Rt8E4Dtrre9fSXcijKWIhpQ2SjyjxNqCtktVVJ5kwyhx10BtHHWiSL1bGqc5DaSjJlOC5qxpZNHqtXtxERui9RYl/iPOiB7C6zGriB5KeiUm5unwHCIeKCGPlKvEGHscGjyvx9zKdjZMBL+WSW1l8dxs5fkuLIw6B3qIaA+0x8F6RHqaO9XD01jFLfkwrVetROY1/4/UXKTwSD4preZA6G2WDV/6IuDeD+7IkEgkEuco8vOBpxprOQKuxebf7Ntrrc9cSWcihCVIrQWJnHp2RAh7hAz2yLPgOQMs+dE4LZ107Emr5dWOEdC00mcApXQ90OYgS0euz2MOll0ea+otoyjD6CHokYXjXG7EGRH9afJ5uCR/LpT9A8Sm0Kb7c9JelXNFXSP+hcmDki96u9Fi9orS06W9bmn+yGg9bUaSDEt/pAlJcrRyaA6FHnusupJgzTy4072AZ7xcyZhIJBKJxOnBWo6A207Ht6+kL+FiiY55L7wp/lq4t1zAyjuShoZpPWN+DuU6GueNhkdIfuQYQYT0tl60NvznyZF6+fSolbtlC4dmE9evzYiQnFh05oP008h/L0P0IA3PtvyH7OjJafmiKORo1e+cGQCe/uYQmIYHKpn2v3WcbDwSW5S4NqOgsnOSDmW65WoXe7T6IqB7R9I8karVmqhUzNpjTNNFXrlcrnXubf9g6Yj8K9HsiTZHKf3BGeAb3w5cdHFASCKRSCQSJxtrOQI+DODWAP5mJX0JFb09oV7Zo+gl6EuHSb3K3t7pnHTa9ZwynQNpXrJVRnPqIOJE4D1/i9V4+qPlHEnbrkdI79w0LR3VHbEjUnZaPormGJHs6EXvjIumljoAhPxbo/pMxY5fT3k2j/YRYOG8yLfsWvDn6dIQXY2l2R3ZxkEqU6qL+9JGmofmgIg0Gc0+6d4iq5W+7MXA3T4nYHQikUicJ8ilAacaB36SRfDe6Xi3lfQlZiM6ZDUXGrEaCZPk9YR5do7EWeXo9ZIp0VrqGIHEQqgtwG5dSEctrDdOskWzOxI2mlZiaLR8eRlxlGA6CxIj5O1E+ll2WD8pX7ODbhU8qqc3veDwOLp1Iq+U4+sixUnpColj5xS82PfxozgMpIkgIoPGHQTtlOR51avZo8nk5xK513RLzcezQfpdfgvgad+KRCKRSCTOFazlCHgtNv9Kc3+AE4XIUFRPvhH09Cq9MATDeom75ICIxnESSc81Iqw5PnjcyM+CZJOURypfKVyK43Vo5ddsoY4JLY8XFk0rEM8dRJnZyLNC9XPyT3VT5sZ1aQ60nvbiOSDa9QH8shh5x0ifOpzaQQWOdvtvuq3b2TmvJE0lcfV4o0GaZ4SER+E9storsNcmqXj5/VmvNg2UbFPZNJ4eNRmaTGB3mURLo72WQPJzZ4D3Km+/MxcC3/srwIUXGoYnEonEeQj6L3rfv57uUyKEVRwBtdafB/BqAI8opby+lJL/TU8ERoeW9oHo0x0lXFZY9L49kjnnjWSxlKV0WLolGyKQhuhGdEth2qZ2nnMm4ujpLUeP/GssLVomvWSYh1vpLDt6681rI1KYp6Pn2bOeDZK2OQO4bZLfKWLSvqpdg9bkteKVYI1mW3qWepSt5tzzWuOE/JBdR5ui12yA+H1f/3LgDvcMJk4kEolE4nRg0T0CSilPM6J/D8CvYjMr4HGllH8N4A8AfMyTW2vNTQb3iuho+Ro28F7qCDGm+aI9UytNk8dtlOyT5EvnVl4P1B5paCuCCMHS8tFzXtZcphfnOUIs+yRGxuV6cqxhwKgNlh0arGcu4qAJkOOjz/1Jsi20NNIIfGXxGhq71Mo3otf62sEhjtf0C+VfKrY+9Qew60LyT+d8o8Emm55b6H0MeXFq1a7FefktmTS/NsrCiusoD4/vfWws/6r0urDk8dkCNJ1nj/VKorLvfn/gKS8UjEkkEolE7hFwurH0ZoFvQ6wrdBsAzwnKrMivDayIXhLT0NMD1hAlXz1ytPuZQ8QlPVYarzfaI4+jQN5+2+rheuRyBJzYSuVLHRecRI46NTwiHmlTFuGU8kYYCrdDSi+xOmkWwpz66nVeRcpBg5Sf6o84ziJttG5fSufNGXBICb9C6qWNBiXfX6RpRl6fHnnmJmqj1gewibwnn07u0R4hTvYl+3kez6nAr70p+vzcqwevPCwdHBdeBLzwrcCZtfZVTiQSiURiPezjv9tJmWueEDGnk+9NlV8akV41RZSg9cgckRcljFavNHpsiBA8zSbLRilMs5eHa86IyH1HbbXStvbDmYHFnqidUT08Xw+h5mm116dGrD3b+KJszm57iL/3atfaYE+ZcV0KQ638fDrZ+VxgM4s5A44u667p4m3UWBFRM3n6HuLcAz75Ilqd0mPQ23SlfFS2ZA8v58iridpqvSJ489bs5Y4eHt7wFbkkIJFIJBLnLpZ2BNxpYXmJE4Oleq096CWt2vzVqCwOiR1ohEqyZxRzZEQZwahDwNInzSWmdmjOAa5vhKBb+bhDIFpfo3Z4sJhW5B4tBiaFj+jx9PMZHb3OBOsj8nDCD0n0lEYc9ed6p2e2peXNcee8jhcTVSnJ9qqGT1LxfjRvj33WSL2UznvEpHjLR2k5A/i5N3PBWqmiOQWkR6nh7p8LPPnrDKGJRCKR2PqA0Bq6EotiUUdArfWDS8pLnEQsMaV+ji6v56r1rEdg9Ur5uWZHREZEv5eGH7V66p2C76WJxLvDrYG4UbZDcQD9o+8aekh5FD3zx/elu80rjzLTOQ4F7TnW6sJzbPTqYnF0hoB0vuPr05wLAURItJanYcnXLS1GbTaAlKfZtTR6X0HaTAsprmdVDMcFFwNf97ZcEpBIJBKJcxr5Xy4xgH31UiPEn2PECbAPR8YSMj0SHNUh9Zz35cCx6ozaLbUZ7QghbU+4J6d3iUukjXlkWkoXdQhEwqLxnAEWyA6S6L30Qrv/DvJP1/PvmFx3zassDsBOuy083rk3zYciEe3eYopuWcFtAfwmVdh5lGTTKuN2cVsj51S2pZfLj4RzWGk058bTXgHc/h6G0EQikUgA2PzPWmsTv5wRsDhW+XxgKeXdpZT/UEq5Q0ee27Z8+7QtMRd8+GoOPNLj9fgKdu2RbFvCXq33D8TuQ5KhyZXySGHWpoFLQLsHHkbniUn3BSzTbqK9f68slhiht/R7u5dpZeGFR+KpLmtfhOYQsGRQWVY8TUf1asy46ZYWbEv3UbDZC2BKU3Gchn9CcOsLAIJ4ms4610inVhUa6ZR8H1FCy2Gl16rNapLeq5WeW9dePumRlKreiudpteZorWDRXg33eADwhBcYChOJRCKRODew1oyAh2Pzr/ayjjyXknyJE48ImYrIWKK6JXKqxVuQprT39tYl3Zp9vXI1gtvLJixZGrylENJMBC2sRy+HRbCj6RvayLinL2IrbSvW4mZqE98G3rsPKZ6zvZ5hacnWOc4RiTV7bJN/8tDQoTW/w+mkCon51wGOVJfjuHbeqshbex6tsiNd8FfBWL9olWpT5T1492Q5HyJlFdVPz61XnOZI6Smfdn7hxcDz3gqcORMwNJFIJBL5+cDTjVwacN4h0nnfx2LQCKxeXA9RlIgmsNvr67VrlKhTLOEw0Yay9mWL5UwZsYXq1xwCPfWvsRaLIVjsYo5DymMtXrr2/FGnRO+zEGVcHNRRY+mJOChuxG75R+3WFtVXbG0KCGxfH2I3z9FXBAQn1E4Y09tLWnugOQP461dqtr16JEcCl9lbVVS2JEuSDfTZ3+ykeiTbrOUOPL31aBcAX/HKXBKQSCQSifMGqywNGESbPfDxs2rFeQHaWzpbTgAPPXZpBMuK5+dzerAR2/j9aDbxHvxSdnBbPHt4nMQo+FErw16GYLEAjbUsEWaVicR4vE8SRsMpIY7Wi6Y/MoVfSt/O25R9qc41/dT20feJpJsSdLY0oG4HHYupu2E8jquljhCrerw47yfZpT0aVrVH9UhLEzSdUWhT+ql90rl0Te2MPqo0jt4rbxM8DddZAdz9gcB1zzeUJBKJRCJxbuEkzwh49HT807NqxXmBs03+Iz3Enh6qNieW9757SdscmzRIo5EScV4DPQtsW3re+7bCvPTcDu2+pW+rSegh/lq4ZUsPg4repzaDpc27lmZO8CUAFiPsYao0X5uhIOnXRv/n6mW6Kymfw+l+K7GFrufnRSgtCag7iexXEa9mzdxetKahjdQvCT7KrjU9QNctvU6b/fyVJT3yUK618Mhrm9oe/TIlTXPhRcBz35pLAhKJRKIX+fnAU429OAJKKW9Rol5ZSvkbJ/vFAD4dwDXY/Iv+xSVtS5w0SGRQI03RXrHVm+8N69Un9UAjYRJx0mxaIixii2TXiG2ROA+caURl99iopaX/eXq3dO+1Q5NLlwlIa/+1+eQc0eUgGhuT9Edkzl1uMd3/1uZ/kqMJ22FH6/3Jun9OTHl26hBo/peo72n09qzrpeE9Sr020GagvSokmVbz8qbwezZqTUI7v/ZrgNvd3RCYSCQSicS5h33NCPhKyEzuumD+9m/6rwF8+0I2JU4kNMKBBcJGyH6E9M4h/lK8NsQlfdJtVO9IWLODh/eSuh6nA6APLbZRaWt6ejRcY3Oc7XE7pRHxHtmjdtD8tCy0tmPpjKbh8XQ4WdLvyeyJ518a8FA2U/2jzXLLCTBdaCR/zgoHDv4o0Kq1dIzq5/qsFRtaVWppOKhs2lSpbihxXAeVo9miLavQ0nIHUDu/9R2Bp9+gZEwkEomEidws8FRjX46AD2H7X/Idpus/B/CPRr6KzZ4Afw7gVwG8vtb6Z3uyMbEKesnZaF4JHmmTwqMjpj12jOalvWHPWTIHGjm3ys1yZlgkWQJ1emiOAXrtTdeXEA2XHAEaO+TpIzojaaM2NDt60ks6rDjr2WgOgZH/zNZC8EOWriUtzIxK4urxcctGQTw/1oqtTQcLkW2ZaxV75KfJ8kh6BJYOej89zYC/Hjx9UTs52uuA2unl4/XKHRKSDgA4cxHwkncBF5zkVZKJRCKRSOwHe/nvV2u9I70upbR/64+qtf7ePnQmThLm9giXJnhar9HKZ61hH4FFmCWbLOJpyR+xxSJPERslhhCJO2RHSZdmG68nzeZIOLWjl9Fwh0BUZ4RVapAIujVDQAIfnW8/rQwkuyhzjdiupWnX2l4DygyQUiYxxj0fOQtqLFyVI5jbA8shoE1wkfxj2k+zTdIRsT9a/c0+PsrukXDN70ebsOV88WyO1s9TvhW4/T2DiROJRCKxg0OsN1KfewQsjrXc4L+Ezb/mj66kL6Ei2oulvbG1EVkuYCHaW+yxx5M7YssIemyxetEe0eyJs8i/pJdfR/eE0HRLTpIoW9DIc2+dNRskeVpdcfLt2eDJaXZ49cdZqOUA0ci9VF98doDnHKD3rrUDmrzuHreqnuRVb6XKcsS0iunSZBDt520pYZHmQJHs2CvJt9JEmws9lxwC0dc1LxMuw3q9WY80T09nFfC8Le0dPhu47kWGsYlEIpFInNtYxRFQa334GnoSS4L3INd2CGiLOhuiJMnKY8VrpLa35zwXmh0RW7R8c6DttqbpsOy3bIsQeR7Ws34/0l6kfB6oQ0CSYdkQKb8ILKZq6dd0R8O5bmtIV3OYCLooUZeaUyV6q/D8HWWvsnlHZhqOAQm9a+0lsZFJHJajIPKzptlrTUJrOlJeLpdeazJ6VmBJeiPNV1pV1cIPLgCe/VbgggsHDEgkEolE4txALoxLBGDt+DSKOeRPu7Z2n7JkeuS0h6xJ8UstL4hAckSMHEfDuB0SAe2V20NoJTsiU/+9euX35SGyqFxC73PhMSG6ZKDCH6Lm+a1wq60Xds11c3j3QdMZy3bocoFK8mjNg4aNPKIW6dXIL8/vgb92o02Q5u8hzT06vMcRQryXj+vlo/scfG9RLkdqro9/MXCnzzaEJhKJRCKE/HzgqcbB2TYgcZqgDbEsAa2HLpEpLd5Lb4VZ4ZG0+yiTOZjDbjRZmlzt3EsfqZslCLMXNyJzhJH1yPZ0RtNYdROxrxF4KVzTK6UZrBtz+n7gfugmgO1Y2VGK7/nR27BeY/zXu/4fsB0Hmg4rnsZJ55auCHr8xtFJZ9YsixJId7t7Ak/6pqCyRCKRSCTOXawyI6CUMrqNxMcB/C2APwTwawDeXmt932KGJQYxd4R7CVLmEcYlyL6m07JjjV3+qR565LutW7bv23HRyqBnkbMWNscZsO/7jOjQGGLPc9TLvLhury48Bgoj3LJDm5cecWg4rv9SbGeAtpmg9OjwIzfFQm9TH4WnxyPSS+836jkSIs2FO0S0NHzGQsQmyTYcAF/9FuDCix3DEolEIhFCfj7wVGOtGQFl8HcpgKsAPBTACwH8TinlDaWU/C++GiRyMJckSHm96yWcAMCyex1E9ESG3UbIOe9ta3nn3G9PT5/26PlcXSjpebykywrTcAh5rhp9tWgYbdsSkeb5uP4oq7F0azppGUg2cBkWep9tagPX67VHQ5e3yV/bCFDaTNDKT48Rf4hlas9tRsHJsvToa02A2yo9jlIT8eyZc3/cBq3MtPK14r24xzwPuOvnGsYlEolEInH+YK09Al42HR8N4P7T+W8DeC+Av5qurwRwPwD3weZf+G8A+FkAlwO4F4DPA3AhgK8CcAWAf7qUcaWUqwF8LYDHALgawCcAfADAjwP4gVrrxxbU9UgAXw7gIQBuA+CTAP4CwO8A+A8AfrjW+pGl9I1hhND3LBuI9hKj8dZuVVKekTiJ/EbkafsrWJsh9pRh5KidW7I00i6da9tzc0ib+UV0eOynhXuLx6LtupddRNNIbMtjnBJzs/JE9wCI7vvBWZ/U9nkdaPVFdWufOyS66nRdDebZyPvWMyXsIVDIZoJGMhcaeV4KnMhb1RgZ4ef5I02oydaagySTx/M4a6NCTY4UZ90LBZ+QAgCf+unAU16BRCKRSCQSG6z11YCXlVK+ARsnwK8DeGat9XektKWU+wB4I4BrALyr1vr8Kfy2AN4G4JEAnlhKubbW+jNzbSulPAbAjwC4OQm+yaT/GgBfVUr5olrrH83Uc0sAbwVwnRB9OYC7AngSgPcA+H/m6FoG3nbXPXHRUelITzCie6699Fzqga4FiyT3gM957mU/mm2aY8Aj99yuHp1RO7Qyi5ahVe8Sm7LYkSS3gT4b1mcEvXbbmGMvoou4JRsk1irJt9im9slBdi87o/eHxAHAsqOyI03GGWL1b52a1fMIapOCLDkj27BoJNsj8yNyNUTKhq9eksrCK5eGaFOn+Z75ZuDimwQzJhKJRCKE0e7HqK7EolhlaUAp5eEAXgngfQAerjkBAKDW+tsAHgbgDwC8dBpBR631zwB8MTYj9QBw/QJ23QebUf+bA/gIgJcAeBCALwDwg1OyuwN4VynlpjP03BzAz+PYCfAuAF8B4IHYzAz4MgCvAfCnozo6rGE/LU2D99RZJL/piBIZ7VzrSUsyLNLX+wbpIZVeulEb5uaTUNiRyvcIrPXGl9qCxkSkOO+6hfUysqjs0SnzUdLP80n6e2aH0Kn/c9tHI+WR+dlW+KjuJpOr4US/4ngWbk1GAAAAIABJREFUQMtCiL+LlqawYq67Tas1de9jBxFyz8/565fqGylWr9pGHhkuV5KprQLSrnlVR/7VcL18xUkEj3wWcM+HBRMnEolEInF+YK2lAc+djjfUWj/uJa61fryU8mpsRtCfA+Dfk/AfAPDdAB6wgF2vwWb0/5MAHlVrfQ+Je3cp5Q8BvBrAPQC8AMDLB/V8H4D7Tnq+vNb6Yyz+VwC8s5TyAgBnBnV0oqfTPBfe1GItThqSiswx9fREwmhPlfdavTitt8vjvCE3bkvkOJJH09vOyeipmM9zIliwlkhQnZR18Pvtveay+X0UIY92zfNyWOzLYo4e89yX+51O25d0VGxG8D32CyeOpuF6K44dAAX29P8pTalA5Uch+dbkGMUBId1Wz1YbXpVaTXIOmg7pIw80jRbnyaXgDovo48Dze68hr2lJjzP/3epq4Ev/pWNQIpFIJIaQmwWeaqy1WWDbF+A/d+T53el4DQt/73S89RyDSinXAHj4dPlm5gRo+C4Avz+dP6+UcuGAnodgM/oPAK8UnABHqBt8sldHH6K9q2gaqwenpY30hnvCetPQME4yeXpLVoRU8jip9yuVy6GRxjrOQZNxyH6W3d69jIbxze6WYktUD7326pK3kYhcS0dPXCuHG7FbJr2/EVAbKmK74c1Bncytm5/4XNWdLEf5jo47CQRV9Tha2luRZp9bxLzIpGrsgaXbkzlXH28C/N605qHpldJHJ63x9DRfAfBVbwQuvZkiKJFIJBKJ8xdrOQKumI6Xd+RpaW/Jwv9uOs5lBo8n52+VEtRaDwG8ndjx8AE9/+t0/Ag2joUTgGgPtqeXO9KbjfRee8Ms+VoYjx+J64VEaPZNsCxbqD3SvGUpjxbmETcpjH5xoEGaKj8Cj6XQ++VlIaWP6tF0SOFcv9QulvhZ0Bwenu0aInqFuee1YrO5n7SEZTpvm/9tJSlyFgm1AvXw+JyaG0W0iPkrdKlHXNJHH1/LppGmohFtfi7FgZ0fKPGSbv5otDQHsG0vAO7w2cC9/4lwM4lEIpFYBDeu/EssirUcAf/fdHxCR54nTsc/Z+HNqfBXmIeHTsePAvhNI90vkvOH9CgopVyE430B/l37GkAp5YJSyh1KKVdPaVbG0oQz6iCwnApRwt5DCq15sJItlmNBi7McEtI5JVpWucypH34/0lEifFwG7XFzmwyS1hUWYUeUCUA4l66jcS3ecxBxsm7J6bGh55nYl5OIt0mqm9aV9O9i1DnYdEozPwjZL1K7oWYWdj2l2zpO6Y72AWjEnzkTLIz6VHiT5cU516cTfW32NB3eJOlrQpNjkXfLrpZWyk9fD5qNmt0FwGVXAF//7xWliUQikUgk1nIE/Cw2/5qfVUpxnQGllCcCeBY2/9L5lwHuOx3nbqz3GdPxA850/D8Q8kRxHwCXTOfvKaVcVUp5K4C/AfDHAD4I4G9LKf9nKeVBnbKPUEq5nfUDcNV2Dq8X5REaL12EWEWgDUtFoNk5Ytfc+9DIFT+X0NuD9+IjhNOSqzkVesLo6D9Pp9kkMSeJaUmOF36t/Tg0RhVxCETCvedEYn8HkDf164XE8iLguiMOHEmvVu8saRNTaH1bzzY/VmyN/kvtRWpqkg8x8uqIvkapriholUnV1ggw/0VfeTydNTPAe71KjzZ//fGRfsuWrbag2M8fzet/ALjZrZTEiUQikUgk1tos8FXY7Ix/EwD/upTyU9hMuf9NAH85pbk1gPsBeBo2MwcKNtPpv4PJego2/+bfPWpMKeUSAJ8yXZoOhVrrh0spHwVwGYDbd6q6Jzm/BJt9Dz6FpbkEwKMB/JNSytfVWl/TqQMA/mQgD4NHbiIYzauRQI8sWE6IaHoPUm/Ui7OITvRerXuPlo9np5WOo/X+aS+8CnFWGIx0HqQ0/Fv0UhuW5PN9DzTngabXku3lkwiplt4ivs0p0EvkKUuLslrpugi6LRZsEXeaTCj7o6DAO+pok8DJAYBKmiyN00Ucy8L27TKztu1m4Ty99YukkYpUs0FqKpF8Uri08SB/DdA4ftSagAWpefSUAQDc57HA/Z/iKEokEonEbGh7C+9LV2JRrDIjoNb6IWym+v89Nl2IJwL4N9gQ2E9Mvz8B8L/j2AnwMQBPnPICAEopn47NVP5fmtKOgu4c9JFA+o9Ox95PCF5Bzr8VGyfAv8XG4XEJgE8F8DUA/ic2dfHdpZRHd+pYAFoPK9ILjfbuLGjzSjVoPUxvqnsUo8SU2tKwj+ncEZm0N02H4Aq71vJFz7ku3ouXNvzziLZGFKXrnin7Pe1UI8AarNFv6Tyi07NPYqlW2qjTQHsXcNDZAd67QXpmOQ6N6CmgNL0tiJVpI/9VKe9St48e+Kh6LzmXZEnLC6LLEzTQR0GbSCLlsWznI/Y8bWQyEy0/b1mB9urU7o2C5r3kZsD1r8f2spJEIpFIJBIca80IQK3150sp98Hm03+Pge6EOMSGLL+g1vpfmYz/CuARC5hzCTn/h0D6T0zHSzv1XEbOLwbw0wAeP21CCGxmQ7y+lPK72OxFcADg1aWUn6mVf0DbhDdT4SoAv7E57e25tjwUc4iyFWeRwsi1NPTlyewlu9K5R3AjsiwZGoEsLE5L7x0j0EbxpaFSftRmB0QQqX/KMqTR/rntNZKG2iDVSVRWb/k0aLpHv7rA5WnvAso0qS6+DwaFZougk+7qT/MXkv4oTd3OI7U3LicK6VGL/qwtQcht4ICk1/JoiNjBHRqeHG3khefXXoEQwqRm1dM8I2Xx5O8ArrhdUGAikUgkZqF91GgtXYlFsZojAEAj8teVUm6LzQ7898LxVwE+DOB9AH6h1vpnezbl4+Q8slnfxdPx72foAYAXESfAEWqtvzwtl3gyNmVyLxx/PtFFrdVc3lC6Rka8Htnc+Gg+r0fZm94K8xAl+BrmEOAoie/tUffCKwOpZ2/Z3FM3PXU9Z6lBBB4bazZE8mj1NacOvTnsUVhsj15L7dCTq0Vx0i+klZpUFQMgLjNo51GCTbGvAWbNOdBDjqPVHtm2QQuTZPcsmdD0UDmWDO5QkF4rd3kw8IivFoQkEolEIpHgWNUR0DAR/XeeDd0T/o6cR6b7t5H9yDICTc//W2v9L0ban8XGEQAA16DDEbAcIiRHCuNzXEdJbzSN1zuNEsqI/BEngGXPKDnjo+rS2ntJp+dAkLAESdbaQSRsro2UGc25l14CT+M8dqbttaCl70GETXL2aTFjSYZVv9q8bYvlaXsnKGpLG/knZX20PwCTf/S41O39ArgZHmi1zqmeiJ7e9BGnRq/9Ujpvy49eedw+ijYrQnJe8K+MVgAXXAQ8/U3AwVp7ICcSiURi1c/65ecDF8d5+R+z1vpxAP99ujTnEJZSboljR0Dvpnw0vfeVA5r21p16FsAI6dEW0M61QxqaotdLYS7h1e5XI3QjhFfSScO0qd/7XB8rOX5oj13bk2COXV5ZtbLgSwOkBcWaTK2MozZ5z4qVV9MfBb1/7pDxFntbdkUZMtfrfdkg8K6QfFhHv4rjzwCSPNIKCU2uB+qjsFY6eDJ6dGlVZ+XT1s1z2RSRqrGa9+ir3lpJ5IHbxa8f+83Abe4xYFQikUgkEucnzktHwITfn453KaVYMyNoz+L31VQy3kfOzzhpabz1OcOZ4KTd6vFpvehIXk+flD8ynGXZ6Onuscc674VlZ8Qe/tO+H8Z1Ars9/l4iLtUPJX7ad8K08vLKsqecI8zMkyPZp+mJ2CCVN3WM8A32Ivq5nt62wHV7PwtUb6T8+T3TcOJIPKr2tu4f28d2IW6dwj0BZQqqx0feNq1XmKZ/TnFZr7xI1XkkPyJHktsLTY9kY+R1bOW1wNN/2r2AR/8LJ1MikUgkEgmK1ZcGlFJuBeCBAO6Mze79HkFGrfXlezDllwE8FJvR/vsC+L+UdA8j57/So6DW+sFSyocAXA3g053kNP6/9ehZDiMkl2N0SrblEIjK4nNPvenzVl6ax7PH06EtaI2S1JFevmWDp8+SQefrUvIbDaO6RudYR1mcdk3t0+I1vZJ+gWia18Dx5nqavfzHy260TUizAyyWyhFxAkjhzSHAHUeRe2gOgHo8xf/oHPp5Wz4graqRTJZMslZreOZbunqqj/qRePV48r2mxaF9ETL6wYnRx4rWj+ZA0K5RgOvfvFkakEgkEol1kZ8PPNVYzRFQSrk1gO/BZh18r959OAL+DYBvmM6fDsERUEo5APC06fJvAPzCgJ6fBPB8AJ9aSnlQrfVXlXRPJOf/aUDPILye7Jz8PI03RTtCkiPEL2pX1IY5hLVBIsaa7kg5aHp6ofXa6TWfbq/p7GU2ln6qz2IvkvOHyrOu21Ak/y/mEdwOAqte97YtTsDnQiPm3D6uu+W1bLDim16y0E8c5a/HxD4CKqNa9Qe5SUm79HuwHApL6ok2R695WFWiVe2cpq45BbRHVpJlPUINj3wucOf7B4xMJBKJRCJBscrSgGmd/S8DeCqACxGbnxqdfDmEWuuv45hwP6OU8kAh2dcB+Izp/Htrrf9II0spX1lKqdPvpYqq1+D46wGvLaVcxhOUUr4cm68oAMC7vK8AzEdPL9RDpHrIFGCV2EkEbxQRkqrZItklnUfipHSSXZKc3t78CKJzjqVF2FFIZcKPkWFXr068ay6P6ztg11wWd0N7Sy542VrXfPo8f/VpDNJqt1FIU/dp2UlDwdG2LIXzNlW3k6FCX/tflHNsRv+LlnaKl/RFH83eoufNZcnXLfUpjk7AkuTyxyYy8hKtbh6vyeH+OO8xu+Jq4LpXBAxNJBKJxF7QPh+4xi9nBCyOtfYIeDGAu2Dzb/znAFwL4EoAZ2qtB95vj3Y9F5tPAl4A4OdKKd9QSnlAKeURpZQ3AHj1lO79AL5rREGt9UMAvmW6vC+AXy+lXF9KuW8p5fNLKa8D8LYp/n9iM3tgj7B6jBFCESEePQTF6klaYZLckTQQriOQyKRmgxSnlVvUrkh+GmbVE7/mU9a1++kNk5wI2rBqZK6ZV16W3V7aSBufe63Zd0h+LXyfflPvmdkH6rbqKulVyqjy8+lEraYtDwHLtwCkoucrMPaB9phE5EfTUHsjzcprglJe6zXA/9tbj1EB8E9fA1wS+fBPIpFIJBIJjrWWBlyHzb/wd9Vav3glnS5qrb9VSvkSAO8AcDmAVwnJ3g/gMbXWvxPionpuKKVcAeDrAdwTx8Sf4i8BPL7W+oejejosWjhdb1orTw+p5OHWnFOrR65NZfYIsIdeYt7CJb1WWG96SQ9wXA5tynikjHvCOFq8tFa+2SANrY5ea2RcYkBzdUWvue5q6F8SXHcrZ75kQLJFsy8SztnrpKNgcgZIz3DdPhenshccfT6QhpcqOxmWnGcmVSHXYenrJemtmA6MvFoVSGlaldCqlxC5B+0R8q75uZaG4i4PAe77BMOoRCKRSOwduUfAqcZaMwKuno7fv5K+MGqtPw3g3tjsX/B+AB/DZj+A92JD3D+n1vqBBfR8A4AHA/hhAH8M4BMA/hbAbwD4ZgB3q7W+Z66eGJZedTFKWKyhNJ5u1A6J4I3KisRRcAIUydd643N1W+CsRSPEwG4PX2I8PWH0awM0TgIvi57p9tJ1Q+R+af7RoU6tvWltQWJCSzLWpkPb7M8Ks9JoaaU8XBYr061oZQS/EX9+vqVucgDwJuiZppmqwSpOYNN85/yXlWRyh8BcmZHZC1758XSW40G6luyh13xSx01uCfzzn1KMSiQSiUQiEcFaMwI+AuBiAH+xkr4u1Fo/COAF068n39sgj+5r6d8DYCWyr1oBn+TSXpfXG16KmPbGS2HU3mgeTYYnKwKrrK2y5fqXwMi9SOUw6gTQPjPo2Qsct8c5swM8hqexEore9mXpj9bDUs9XxWaBXZT1UkYXZdM8jC5vcO5ZUkfzHc0Y4OeN7FegHh6fH8XVY7lzNuqjv9YMte0TtKK1il5LJ9nDEX1VaDrpZBDtfjRZFHx9P0/fc23pKgCe/N3Aza40MiUSiUQikfCw1oyA352Od1hJX2IYrTcY7SkvPWI5B7y3GB2h1UAdItqsBY1AViHtSFnxobAeSAxDO3p1zUfFpfviYdQJELXXupb0RBiGRXS1MC2elkGk3BrTijoOIkw1wij5PgPcds8OCp7PcyDw/Q202yD5d5pTwfEGf3SmADk/yk4JP9NZSEJpgkfP5CjpUWo6IjI9HdFXrgSrSdImaJF62kRGJrNYzVazjzoiANl2jrs9AnjA9YqBiUQikVgVa20U2H6JRbGWI+AN2HQFvmIlfYlZGOkZL63fuo7YESV/nlzvfG1YZUGn3UfIoveDEgYSx4/S1P85zqIoIefxEUI9qtvSb+mOOAMiiDA1r16tvJo8iyXSuoeTtqUn8ZXkoUsCWlghdhSrjXObO+CtItHQU9SWDn4upbP0WnI1B4VVrVJazS7vMY9uaui9Ks5cDHzpG4iTKJFIJBKJxChWcQTUWn8cwI8CeEIp5cVr6Exo6CWCVv5R/b1pvDxLjP57cqXRcIuE8HMY53PBibd07JXH83py6W4xERu0NFGyzBnOCPmPtDOPlc3RT2XNdQjMfSY1lmnpbu2ufdOn1/FAVLUTOktgK7w5DFoabI/+W/4G1P5XXru13mqMwPJhUVkjr2dPLk8XsTUiT5MbmdDkvUYpHv3NwK3vGjQmkUgkEntHzgg41Vhlj4BSyucBeBM2SwO+rZTyRADvBPAH2GzOZ6LW+kv7tTBxssAXq0Z6zZGwEVjkXRouK8q5J39JxwDVHbFhSX1LYJQU87wjRH+0LVmzA7isfdR1gT3/m+tvv+gH7yUG2rat72GLk84asZOgYOMMKMDWJoA7ySP12Yk1Hh8J0sg9WFgUEWdCj8Mh6qCIyJBeHVLYbT4TeOSLFGGJRCKRSCR6sdZmgf8R2//W7zv9IqhYz86ECkpuedhcRHuCUYwSvjnylyLC3DFgHSVnCY2TSLHleLDSa7q1JQCeE6K3vKLkdtRpZDkQPLt4efc4gDQ50R/fA8CT5d1HBFQviN4lyp6ATrRoJ5WnZWFbaZmK3mLwipPniyLaVLyq1/JIcrkTQdq2Q0pjPb5UjlX12j32NpOnvhG44CIlUyKRSCTOClqXYC1diUWxJsHORX2nGlL19c4b1WD1qiOyIwR0lKhvsZFOGaPkMiLTO/bmke5RC/OWAHj5NTslm614iRVJLK5XdsQejxVKLFKT2WuP5ASgKDj+IHy0HKUwbrumL/p88P0AaPK6nbUqMxzozABg4wQwH20loodcW0TWcjbwn7WtgYVoGu2V16tT6tTxMrDkSvfaZEi2Sufcxoc+C7jzgxzDE4lEIpFI9GAtR8AjVtKTmI2lCGsPpOGrqsRpmEMse3ulnkxvWn7kfqgMPuoePUr6LLJu2UHTzrVBQg/b8VzPI+3Fu/b0a+TYcwhEnzeP/GuszGKDPfdhlTl/XqkcTafV7rw2SeXRoWmBYS7R7IDjVRDSRIhDbDd1LjtCvkd8qhFiT7ew4Hb1ypPkaLK18pB0SK97Gnb5bYDHfbtiVCKRSCQSiVGs4giotf7iGnoSEXgd8LMxccMjR1IvmYdpC2p7HQqaDT3ppbwjewd4BN479t4D1w/sjv6PQnIKaEfJFo+lRAk2d2xEIOnXHAVamLepn0XWI4zPgjdDQJJv6dWcDlxnO3qkHjjeM+CQJA8w0zKR/VKm45S+1uPNBDXzaXFoxW89TvzxtPJr0F5TXjOLVElPk4k8ElpZ8XjNLsteC0/6PuDSmzuJEolEInFWsOYmfrlZ4OJY6/OBiRML2hM7Cas3enu+/NrrmUZRjPMycF5YuIYI4YzCWs6hyR5hEb2wyoKT4MhiZi5Lu6Z1cgCZdUn6LaKr6dTsOMDua1dq21T3UvVA77vp4c9L+wrAXGap6BTX8/P75GmIrVvmVuJAIO8wzURJVcR8KazdEm8ePQ4A7VVAR/GlJjlSJdqMA6tMPB0R35YUVmE/+hT3+mLgPk8UEicSiUQikZiL3ITvvMfZJP9LEs3IvgDStGXJDsuZMBLXM8xm2Rc5RtMCx0ymZ83/0vaApdVYjkbYe665PotxjeqQWKF0zfV6I/+ejT0/EH3WYm5AtmUUdRJH7ll8hLRZBCy80PTE1jY74LDKty6Y5cZ5VQvh2kJPVXn2R0GLaa6PicqYY09l1yBhBwfAk163qc9EIpFInEzkjIBTjdUdAaWUywE8GcADAVwF4CYA/lmt9YMkzW0B3ALAx2utf7S2jYk14PWiNTK0ZJi3lt+SscQ5162tte9BJC9nACMLlEftac4Hqs+y11pS0XvdwMlwVP9SNkjEe591wPXSrd69TQUtEhZ9Zsi9lqk8GoEvdTtpIeXVqgXAZvPAyoqpTMUrMOZyeHxrHvjEEC+NlnYJvsp9MZFJRFGZtDwjMnka3qy9psHj214KRUnD7/2zngTc8vYBQxOJRCKRSIxgVUdAKeXZAL4NwM1aEDb//i9jSR8G4EcAfLyUcrta61+vZ+W5jiWGlubq98J67IvMBNBIuBXfa4cFrtPSoaUdPbZzKZxDmuu75NGTK7GCSFlp1xxWOUT0z7nmLJKHN93R3f6jkJirtoShV6c2c0Cp66MkjMBbRVjJSWX3sbWvACtbTiotAm/FaWmoX0tKE5EpyafXc/yBmsyoPOv10ZOXy4iWy1X3Ar7iR51EiUQikUgk5mC1PQJKKS8F8FoAlwP4BwC/aST/MQB/DuBiAE/au3GJs4i5hCfS6wT6euVRPZH0HrvgkNazj+rU1l5bJLsxhZFhSIv8R8qPk1VplFxjN9L1RBJNhqbl5fo9oqtdSzZI98t107X8I7DuXdt3wdOplaNX3sD2vTaVUxlvNbeKow3/gG1zjtJVO10Lk8i7dXvWuvXIj9sZeYy0R0OSqdnj5ZWqPDLRQ5Iv2WTlpT+tTHbu9QD4krcCB2cMIxOJRCJxItD+x6zxm9ONT4hYxRFQSvkcAN88Xb4DwFW11vtr6WuthwB+Apsuwxfu38LEyYFGuKQeqdTbld4U0TeHRdIkvRoJkgi4QYh24ix9mgxgd3iSOxOko1U2vQ4BKe2cuciNnB6wMCkdh1fmWjiX1fRro+hSXoulWfZIeTVnhJW357+l9IxprHMpnSRr0yc+bpJuZlMhDgFOwLWfBI+c0nS9zgSOnubR48iwbJbgOT4su6K6uUypOjke9Gzg9vczlCUSiUQikVgCa80IeA423Y731FqfVmv920Ce90zHz9qfWYmzD4vUab1zTrAtEhIhT3OhDd9J6B3llVgMHynn5aA5DqIOBcsGT94cXZYDx2JBXH8vi/FsaE4VbSq8pXu0XVLQ0XrOqLirvNcBYOn0WKenk9jIp+43En903tQ1cs9MoXpU05ouxyyNAEeKUJJtORykqpKIsUaUuV7pXrRmR/VG5I0Q/Yifj+eTJvo0XH5b4NpXGsISiUQicaJw48q/xKJYa4+Ah2Hzb/91HXn+eDp+2uLWnNfoIQv70h8Js8J5nDSy3XMdOdfivPux8sw5SqR7KXj6C3ZtsdKP6NauGyRSzG2xwiz5VhhlMY1haTNALFukcK+8mkNgiflxkpPN00eZZUS/wRLVIj7Y1iE5EKTMno9ISx9pIp5Mz8SeV260WL1HzPM3So/wnH8N0Ve4p+eLvxe45PJBIxKJRCKRSPRgLUfAbabjf+nI84npePHCtiROPHrIdeR6CWg9+xEHwxKwhtVG0ctCvKUFXK7m0PDskNJVHA+9Rgi0pafHGUDv/QDH7une+rCYk8cso/cd0RtlvTN0qmSe/bbET/oKGc7eUl03MwekTQJ7TIxMNJmD3tU1TW+kSUdmF9DZAFZzsr6uMLLShJ9TXRru8UWbLwUkEolE4vSAfoV6DV2JRbHW0oB/mI4XduRpzoO/WdiWxIlChNRbPcuIE2CErEs6veGstZwAUk9+rrxoGqlc1tAv6WgMJTpt39IZrSM+lEwJco9DYQSU3TUZI5sKRtqx9tzRZQoR+cH/2hWM1E/3WEjZFsHuwoUIJnvoIesRgi6topHkaKQ9uheAZ7NG/HtlaVtGcLm9DhiKCy8Frvv+qb4TiUQikUisgbUcAX86HT+zI8+jpuMHFrYlERmdW+3H7eq9D35P0v1Z96zl5XqsPJItnk1emUhHr+e9z040n0vMp31HdmSbC0YSt8KpDcBu2Whhnj5+ra3Ht3RbbSpqh/fM9JR7ZOc8y7lB03nytcXzEtg9HjWtckwQj8SQtG3DwKiqyKugt6lQ2dbuxpbskVdmZAmApctKyx+1nkdcekSt+/iClwJX3NERmkgkEolEYkms5Qh4NzZdh6dHEpdS7gzgGdh0F35+j3YlTgQkgmv1HEcISg9Jiuqh6aTzUXBWIn1+TnM8APLouOZYiNrTe1/aKL3FgrRrXgZe/uh8b42cUz3ed2t62JmVX/qNbALYM9ddsycyzy+4S5y0LKASNlkxpQnMc+eq+GwAz19iFWMzSftIBJfRS/JFm1neUUgj9laz6WlKEqTXsZYuIvuqzwIe+vygUYlEIpE4UcjNAk811nIEvA7AJwE8uJTyUithKeV+AH4OwE2x2SfgDXu3LnEWoRF8yzkQCeM6Ir1V2oOmxM+zSzr3YKX1WEtUzsgoPSXArRw8PRZ69PNy1gipxAiLcE3ZXc/QqBauOZgs3ZJDZLTul3AIaPKtT29qP0mXx5Zbmknf0Uh+2f5p5UhnB6DqMwG4OR4ks6V8mvzo1wBGSHMEkdkQPY4K+ujz/N790CUOEZ2P/1fAmZ5Vg4lEIpFIJJbAKpsF1lrfX0p5BYCXAfjmUsqjAfwkSXJtKeVx2CwHeHjLBuDFtdY/X8PG8xNze5890Hqm0jlNX9l1NIwTFe9ee0hWBFFnAXcwcBYisZLROA80T1GOVh5Pv0QWNXkRO3uv2w74EcIb0avpktL7crq/AAAgAElEQVR5u/1zNmnBs5OC1ptkq7cTnPSMWWmN+6xBu0O3NemqU33y6uudSLEjH8cfMOCPKD3v1aFNv+dhIz8qj78Sem2U7OT3IL2ypclLFq55JnCHB3UYl0gkEokThUOsN1KfmwUujrW+GoBa6ytKKRcC+EYA1wC4H467CjeQpK3n+vJa62vXsu/8wdKEt0evdJTS7DuMl4FFJHvPI+k0FhEh73PrrvXWo/q43hEHg2RDhNFErhG8bmGN5VAGxs977PDC6HW7d+2D8tzWyLMafZ7nMlhAZ4BSuoIt4l/b5n9Mv7R0IJKGpq11t4r4rffestYsgXlOBkvuqEyKyOQT69FrP/44SDI0uRG/KwCcuQS49jsCCROJRCKRSOwDay0NAADUWr8FwAMA/BSAv8fuZMZ/BPDvADy01vqyNW1LrAGvp75EWJSo9a4hj55LRFXr+WtzeK1p9HPS0x4+12+xgqXAWYZ0/73XI7rbOX39LWGHlkZiWN59RJdUWGno/UppvWUMEdsk5tmm/ZN4bcq/tQzATMPMaas/+K16txdNV4UwDYFbOpLZm8+zldqppT3A9l4Ikix+9O6Rhlu6Ka75KuDSWyoKEolEInEqcLjyL7EoVpsR0FBrfS+AJ5dSLgBwTwC3BnAGwP8A8L5a69+vbVNiH9AIpETkR/Jp4L1sibTPIfs9iNowkicapg3taY4ROqRXYN871ycduUNBiuOEWdKh2S3Jp9eRXdMkZjbaTnm8NVdaY4QtLNLutPu35ocXlm+O48cq54rN6D7gjurTa3WWwCGLZ8sC2q1Rs3oh+Yv4rWrwdPMi9h6vCLQqi8qWfFXUPqnTRdMdsvOovqsfDDw2J/wlEolEInE2sbojoKHW+kkAv3O29Cf2hbk9Ww1Sz1a77iVtPYgSwKjOJRwDGuGLlEevjMhRIqcRexpLkBZNc1jlq5FbjexqLLLXGaCRcA8Rh8DI/Wp2Np2RfQu0n7SpJtdHhoDLpKs65SJGK84BT06kCiRC6zVHrbqs4rKKcASRavb8Pfy+uYwK+bWrvYojfsMK4OBC4Lo34XjTx0QikUgkEmcDZ80RkDhb6Okh77uj1ku0rHTRtBFbRs9He/UU0dF4jijp5uk1G2i6qBOAf2nBglXXUhlE5HUQRdMeaZhU0tOutfvW2JpmW8+QcuQXyd/0SumldiCxR0XVTt5JZt1JINjFmHlR0kvVBhxv9BfdikG7B2uUO0p8JR2jr1bP3ugjEJFj5W2gzgYextHu+cEvAq68h6EgkUgkEqcGa37WLz8fuDjSEZBQwEnJ2qM3EaeARt7Awuc6CTRo5E/TEdFnyfTIZu/R0+0RRap/xA5NP722lg0ckqNXtj1l32DplsKj5UrzWowpyjIjaaJtXWKTfHNDT4Sjt0x/Kojc6Jx+qZ0Zpu/oRdetuNBGxz3ZvescI1UtvaJbOC2ykdeh5lRpPz77QLK9Arj5HYHPe4mhKJFIJBKJxFpY1BFQSvmWJeU11Fpfvg+5iQj4qOAc9PRAeQ/bGh2ec91L4i0yG5EbIceaDq1H3+s80OKjtmnEvwc8v3dN8/XMPPB0R+K0hdRaG/DahpZHkx3Ra8nuScPvNTp/naYPojkEWj5rH4E5zJ06ACwyy3/RtA0zTFTtjsqMFJcnR9Nl+YA9fTzsi74PuOgmjiGJRCKRODXIzweeaiw9I+ClWLYr1JCOgBOBJXa34oiQpghJtuSNQCPymg095x4p1NJ49zZaPyNkcR+PeQTWtuuRa6teqQ6NEfG4nnY4whTpWv7ej7Rr+iPkuncGEN9mPur4aHnaznTevRGWvqCv4AjSDvg9eXsfpaXSef5a716ajNHXTiTPPR4P3P2xjrBEIpFIJBJrYR9LA3IHoHMKkWEkYKzaR4hcQ2Sn94jMKCIkflRmVC9Pr82SiDoTrHhJxqEQ5uXrddx4TqAIUbSuvfSRMN7WNRe15RCKslZKjqXNDHt+GmgaTsY7t+Gvkfti7bZOOgvdP2AGy+fJe25HKgbvx7/IuYSDoiefp4c2Hyve0jXiA6PpL7wJcO33GgoSiUQicSqx5mf9ckbA4ljUEVBrPfBTJU4Hoj3X3vmro/p6SK1HJntl9NhmEfN2Hk2vsRktnxRuHaNpInVrfdWBH6VPGmrsjS8D0O67Z2NBDo8deXLn7ENhsUtLX1R2FBEm2MOIuVyebloKUKo8Ch8ttkgajZSPknTJhogsWq3ej2NktF6S1bPdhzcBxbOdnn/etwK3uNowNpFIJBKJxNrIzQITAipiQ2dWfiA+S0DrPUZ7vhFbeiD1fHts1OJGiVmPnMj8ZKsMJbKuHUfjPHuiDE2qB8kxFakvbjt3VkQY3+jcai6X22vpG5VPCHmImfLyjepi4Uej/1BeD1Oe9mk5cd+Aw+3kUnFFtjbgKxKCtxCSr736eHjPK0HzxXBYjw4Pp/fh7Y3J5UjLESS7rvxM4IHPdwQmEolEIpFYG+kIOO/Ae+CjBMMiBFy+1iuWyGGP4yESFhmtlewYWQdv6e4h35pNPei1X1qj3UPmJXlWWolhaaP/PTpbe5M2VvTqwnNASDZL19bsCElm74Z8HNaeCRqbnfMRe21ZTt39zF+luqpB/pV7K2SPhKrlh/5hg2iVKn6GrbiRrw1Q8u59yjAqz6tuKcxqOtJjpv2L4K8JLpfma+m+6PXAmQsF5YlEIpE49bgRm3/Ta+lKLIp0BJy3iAz5eIiQzR4nQFSmlE8K03rFvJdrEU4tLpqOklOLgEqyJJm9cR4O2THqBBhxFmj1MfIttZ5zg7ia7K7nHniYNLzK2abFWrWflY7Kkdjskt/NA3bLtZDLntkGiKUpAOrhdpboLXmvFTo7gMIj7R7RjuaL6mm2Wj4zLYyDlp1VVaMoAO59PXCHh84QkkgkEolEYl9Y3RFQSrkLgKcBeCCAqwBcCuDaWusHSJp7AbgawEdrrb+4to3nNnp7rEum8YiqRoiXThPt4UZIZjSdRHh4eMSOkTiuT1qjv280Pdpw4pLnXCfXp42GLxmmkfNeBijp8RijpnMfqOTQdPHyXeIrE5NMrxlZZnppue+i1z8V8fV5tnpFJTUrTY4F/rhElyx4jgr6O7gAeOQNjiGJRCKRONXIzQJPNVZzBJRSDgD8SwDPw2YSCR1Ouoglvz2Afwvgk6WUO9Va/9tadp4fWIr0j6QF+qZOj8jqWew6FyNOAEBeNuCR2dG40V7/XGhODlo/tByWOm+yNeZHP8en2TwaZpH8ptcqDwtWvWkMcR+feuT3dTgtCWi7/nvPpARtLjq7LzrBRjJLEidBe/20lQjU4aCZqcmUXj8trDWBqF3aOvwWF7GHh7UfWXWxk15ratorRLqvB/4L4LIr/3/23jzetq2q7/zNe1/f8Wje4/Hg4aMTEAFpFQRBg6R5arA3sQmIgrGsRJGUVoIRRVDEhlhqCoVo/EhSpTFlE5vSzyeATYgYNVFLUsbYlEhZVdIIgkJ4Z9Yfe897xxlndHPt5txz9+/7+ey71pprzjHGava5+zfWnHMFARJCCCHkNNnnLP+vAfAiAOcBvB3Av/Iq9t5/GsDvret+xl6iOxiqj3qWTPQny7JPZMOrUy2Tj/Y85K/oyVekpVjHGgkgfa6tc69jtcqssfFRjFYM1ese2fWO27vHvK772brnP7v2UphH+2fKvHvbql+Zp8NrX/0+NfE5h+38qS/4bhDj+i1m/q4E91JFBEeXZJRbXeytNpk/y/Zop+3OfsWi2yobeeXZ8PJGkW95W2W34G1PAJ7x9Y5RQgghlw1HWI3d38eHPQK2zl4SAa21ZwJ4/nrzFQDu7L1/VtLsh7H6yfHxOwyNXMD6daeJfv1VhJDFUvEd/dKVImjGRvRUshqP98gsY4inpUJcKhsrHjjbOga9Xl0O25X4I+FaTQboT1X8e34rvSS8ey66F7PzXb3eM3W3aSNTfE6d1tcJAa+9dw3H//Ser/Ux9PUHDRfeMOChn9B3Y1/UtnpLJyEvyrdVvr6VhIgu01+37Cswk8zoDfhr/xQ4dz6oRAghhJDTZl9DA75kvfyp3vtLim3esl4+agfxkGNEj4Nm+57O4nUjzmxLkWGxNDbZ9zizURF71bZLzoF+VBctZ6gMW7CEnVxacVb8jX7ZOnbrODxxWfWr6+ieCZnotXx6tiO8IQOS2df8RQK+0gNGJleiZEfSz715vlSSoEfnESs/USjR36kjrO3HoZroPJd1i0W3ZTbD/qZ/QjP/Xn0t6LPTD5w8F178j38BcPuTEmOEEEIIOW32lQh4ClY/GV430eZt6+Vt2w/nkKn84ht4v/QyAbFkX7Q/EneR0Kj4jKg+od4G3rnWCY/qchMitWL52TQWy5ZOZETCdtZHts9SR5nvqLwS2+gR4vmceZKv61e+d5ZyjepWbEn0OT0CupdoKFzrSLgfO32i4ia3z7A9DqMy8kjHo+OQ+6u3SXYMs2+FrNzi0fye2tY19wY+7uUTARBCCDnT3I3NOyzO+CJbZV9zBNy6Xv7+RJsPrZd8AfHeyH5pVkTAJn6z8kqiYBvxaKpDDXbJ7JjyTRMg2mfUp7na3zm6llHCxRo2UKWavPGSMLPJMC9BUhXQw6+3v5KQqMQp/XjDMqr+JvdrgV6Jt/rn6JhITe6XpYdX/fp580LqPyWzI0SW7s9uwW2MPPn4VwLX3XtDQ4QQQgjZB/vqEfAXWL0Z4LqJNg9cL9+1/XDIHNGPdv2LdlasVQVBJHq20cfWY2YIQlV0WvajfbqLvPaxi+SMjuNIbc+I403jGOe/2ssjSzLMiNBNkw+z9ryEQBSzpWQz1TeQ93d1yMD4eMMCEmU93jBQTlp0u4oXbpcVHJve1BaVy7NJZ6PoFvNyLzKpMHtrZYmOqK1X7p3W2z8GeMzzAieEEEIuO/j6wDPNvnoE/P56+biJNp+0Xv72lmM5cKJfm149D6vbduYjEy6eHc8/nP1ZWXXd86+fplrrFaqiS4v+WRVSUQHWMjp+69HmtmLy/A8lFg3bqNr2yitvnch8VK+rVRadb7lufSoJAKkurWnzhw+rzcwx6f36nMpjCmx7vQfM0ycKG9ZzFBj3pfWVihj1l97u1tdFny5tz7vEXmyWnez0Zpes8me0A8A54BO/G2j7fBERIYQQQjZhX/9r/yxWP0le0Fr+S6G19gQAn4/VT4yf2XFs5BiVX4aZkNnE36wd7xfypv1cZ49jm+2WnIMlvirXWW9n94DnK6oDmGPI3XaRWJ0hSjpVVFn2p6xyDb1UevU86TbZMJbo2ka+IjubJlXGubSu59GqvKvPOEZpvuO4jWOXU9nWuSTvUKJbwisb7bxt6/a27MmvQvQnV29beZ1KjNp/hXEeH/+lwG0zeX5CCCGEnDb7SgR8J1bDAx4N4Htba+64/9bap2Ml/q8C8B4A37OXCA+apSJekgmQrJ1lJ7MViZElx7Jv8W/ZqYhpi0pPBG1HtpHqwbKly6xl9fpb6kW+Ns6L1yMT5hWxGsXo2dAKsZokW5pEkQzhnKlXWeYNWo/QT+0zxRyJ/2pCCca24qivPqYLx753qF6niq7qeFRve3laKva8r9Ts6aqcbitW7xbWt/K1twJPe1likBBCyGXJePPvPj4cGrB19jJHQO/9j1trfw/A9wJ4LoBnt9Z+QlR5fmvtOgDPAvBgXPw59oLe+5/tI8bDI/slWBVhlXqRCNvEtjdYdeyr2PDszaxLX9FT6m4sddm2iM7NYPxFteLaJKaqcqmIwJl1fV0iQb5UiHtlIxERPf3OVJhnO4pj+PQGkWthHim6TDFm95RMNswqT+lD+DJD1N8zZbs1UdRPfmUb4lPiHVpWdyYvUyXLjUW2rXiiy5zZ0n4Hz3wVcM3NTkNCCCGEXKrsa7JA9N5f11rrAL4DwP0BvBAXf058+Xo5fm58AMCX9N5/eF/xHQ6ZsMja7mr/NvzPxJD9up7dN9tmRgxW9nnop/1j6Yn+bSytdbkdqailaD9ev+8lQny2TCtNr43GOgdWQisQwReOTycGsvM7u1/6qMxkt4TuXLp2so5q5t523v5ZvDyj1XnCajvjM7tts7bad4Z84pIlC266E3jU5y8IjBBCyGXBPl/px9cHbp29zuzTe/9nAB4B4NsA/Fec7AD5xwD+KYBH9t7/+T5jOxyqj4Gq4gmF/UtsL/FfFVtyqdezfTNkgtdbemXRPk+QSzE623V/02TAjAiWeOc/Wo8eWWb7s/JKmRbGnt9N/Ywy6/oOnx7Z9a/2R5fHZ7WrfCzU970DJ8b2e2Fbh2Ft66+kFc7S8If9JW2t/ZatqJ3VHojj9ajG/6zvqF0jQgghhFxy7K1HwKD3/jYALwbw4tbaTQBuBXAewDt673+673gIcPEXp6T62KoqXirl+tf7Lv3vcj0Sb0upngtLgFtxRed37Jtder607bH0ZqyfXT9SZd710Y9xN00GzPQt38SPPh5v/P2gwR+mEB2z9bHG++u+9lF771PxjePJAPPtAU2Z68pFW4dvtLVuXy8ci+rhZQz/8tJat+iSP4eVP6PaX0N8HOOSf9SXAQ/55EJQhBBCLlvWc/ruzRfZKntPBEh67+/BakJAcqpsIror+6r+N4lhE//aRvTrOxL+WYJAUxXSkU/g5Fj/GSo9FKKlp1qye2oc9xCsWqRrsanXLeVlqTldPmzoOlZ8VtlStaf9Zn48v5adyIY+X1Y967zpniRWuaSh/ndE+omOQe7q6rDH/SPd9pPtolcP6ts1CcNteyzOoL633xpZMXuL6fozI0PGsUcjPPStf+2twFM5QSAhhBByltnL0IDW2qP24YcsoSoQorabivCqGFsaZ5Wo+7gWLQUBk+IJaK+O/shXz2XxZKLe8u2xyXW3RLDl1xPLS2a+1zZku0r3fevczyYRpB2rD3cm/q3y6vdhJFy8vuWZ3ZnrnF2LynnsJwV8V0/+Lwj/dd1R/4LJUe641mVR+JW8ka4vP/LUV28hz67Gs5ENI5jBsv/0V3KCQEIIIeSMs68eAb/RWvtNAD8I4H9ZDw8gp8LMr9nZR1+b7Iti2IX/yrrXftZOJL69fdaxe2I/E/mW+onseb6tBMisb+3PUzEz8Xq2rX2eGszqZza1rUqiwHqyXxHKXoxRYkDfVx31yf6qyrGppXVcsm50XEaXf2n3wpsBRKVjOSIRs9crQJv3Qqv8yfQSDrNiX9vSZB08gPjFFd5oFq+NVXa/jwE+4guCIAkhhBwM++yuz6EBW2dfkwU2AI8G8EoAf9Bae0Nr7fmtNT5SuKSIfr1WRck2/Xu/rnfp31vf1Hbkb0Y8Z8ulPiNbWiVFyyV4yYAopqx91mbWZnb/RUI8q195TBt9L6M2FtpftUdF9j+wJfaz3hbWrn682omvokwStOCyiB1ersWqLi+L1cayUfkTsaTDzZKkQuSnOglgZODjvwtoe51nmBBCCCE7YF//m381gN/AxY6SHwfgewD83621f91a+/TW2tV7ioVM4wmcGXG8iZDehn/PXlUsWl32o8RB1X7FtxZgkTieTQx47bKkwGwiYsl58M59Zm/TJE7HYhE7VV8PD9Blkb3oO5Htjx4ZV31ZPr390ZAbzZFRxbgHj+WJvGsl5hCQ+SpP/OryLI8ip0WoiulsmIG0FQl2a2RJ5dJal2JmTslHvxC47+MDB4QQQg6Koz1/yFbZSyKg9/7NvffHAXgUgFcA+AOsfpJcDeBvAvghAP9Pa+21rbVPaI3vI9otlUdN2Q9863FZZn/mUVfFv9dPdvYRnifqZ+LM1r0+uVl81vFH8whU4rd8Re0i39vGUyYz8whUtmV5dE48hZfZq9S3/meTfjOi6zQTW4RWxp5PS0Vn311vnzAxyo5dmgYcNfWDoIumym/lK4WgzkweI7MZ/Zlb8mdyxLdk7P9oa8Vrcc29gY99+QInhBBCCLkU2Wv/vt77W3vvL+m9PwTAxwL4bgDvwOrnyE0Angfg5wC8rbX2qtba4/YZHwHiX8rVX7T78q+FYNbWw3u8VmEbM2/p/Z5Ij2LzRH01nqXHva3EgHU9rXXtP6uX+aic0+EvE7tZLNKX18tDb0fnt/I9OQJw9/oTHa9WktZ3LepPPnzJ1w1Wz60stvys4ztmymnfxj8dJ4YYaPf6I8Ou9hao/El04zTszrAkQeH9mah8/Z/6CuCae9XjI4QQcvlz954/ZKuc2kC/3vube+9fBuB+AO4C8C8AvB+rnzf3A/AiAP+htfbbpxXj4bANEb/JL9p9+58Rg5X21bpW+RL/Fku7sXsKZsaOJQot2zrBER23N4Zd+jqH43/CrBgsvP5lM8dtTQUftbWOt6IcpTDWdiyscz/znVzyPdbxZH3bG45fO5Uc0aftwuWSyQAdo9pubfWJwlxCNnTgWLwFW5t+/au3vKyvO1NpOxa3PhF41PPn4yOEEELIJcupz/jTe7+79/7TvffPA3ArgM8F8FMAPoTVz5OHn2Z8ly8VQVF5qletdyn7t8RTtG7ZnUkOaJuVeKt4T2v10hLp2rfXLrOVPcX2nhovuRZaKGtf0f0xc69YZUPQesrQOtYl/uRxRu+im3kin1H1NXOvWx9x7axJAsMZ/7u6HfrxdR2bNZoou/2sch2jt11BxqTtVD+jzexXwPpKeTzzu4Bz56tHRQghhJAzwL5eH1jlAwDeCeBdAD4I4MrTDedyZEaQzNZJfrRvZHtb/j0huKv1ipj1Yoz2Vepnv/6X+PDKPLxjXcLMOR9i1VN2Vv1Nyka5FuHRMSwps/xnr//bFOscVtpMxjTeBtDX7fu6DGL7Qrf/sS7ja2oduJBI8C6/Rotyr3wIeO/Ue3YiotgqI0S8uD0/TS09v7d/AnDbk4MACCGEHCxj5OE+4GSBW+eSSAS01j4aq54AnwXgllG8Xr7tVIK6rNmG6J6tdyn51+22/RfM+2U+lMNMG29fJuwzZRKpgFkVYyU4pC3g5HFr0VZZh7PP8j2eaM+8IL0ivkfZkViXePFneH6ijxxovs172EqkzPiZSRQIJX3hluzCRPQ97SosYUNuV384eF8FGa4O2+oMsuTrk43GqN6aFV+A/efA5Argr7x20gkhhBBCzgKnlghorT0cK/H/twE8aBSvl+8G8CMAXg/gTfuP7nKnMrC08mt2qfjYpX+vzazAttpU6lWF+TaZ8aX7Rns2qmVWEkCXyYSDHpxstbXa631HTh1NNqDbKovKo/gsn7MKrpoM0HY2TQYYwhyAnQyI4qp8Z42648l9eBhWMmjdtq+3jzqO9QKwbM7mvrxLbNXPLsPS0+bFU70FvDZZfB/7rcA9HuRUJoQQcvCMnw778kW2yl4TAa212wF8DlYJgI8axevlB7CaG+D1AP5N7/2D+4ztcMh+dcpfldkvy23EYpVVJipbIvx029mZtjw7llCu2ty0D7EVQ8W/NWNY1jZKAkQxWnWtR7XZufPEsOVD+/eudeX+rig2b99sIgKodfXPfFU/R2pZVafZ3wcdq7SvfRmTBA4Xx8qc69bX/1y4tRpODAmwwrcusXYXlVv2otNsMXNbzCQMostY/crf61HAo7+06JAQQgghZ429JAJaa1+Ilfj/OJycgepNWIn/H+69/9k+4iERkTjcla+sbJaqgKqK6GqbJfEM5HFXRO420EK5ct6qywozQrJ6n1iqx/Ir92VJhyyeSgIjmlCwotoqyYtBJYlXFfyRuh2+Kn4WIsfhS5PW0/8LdYr+rNBnxXPV3syfNeuYrREu0Wn3iG5FHePT/yfg3CUxepAQQsilyt2oPb/bBvuQJgfGvv6Xfy2O/wT5TQA/COBf9t45B8BeWfrDfPbXbNXm0rLZNhXhVhFES+zNllUeV3rxVtWCR+Q7WmZlUV3pO5tsz2LJ/TH8DeQ736oqcPa6aBWWiezIX6W9lfCoTGbYRd0Mfa9ET/6t79ARjs/2rw9xfT+eEMfrlbaeYFAfS3ZKo69zRPSyi+grO/tnLZqIUNuI/OvLadWX2+OWefBnAvf/+MAxIYQQQs46+0z3/xGAfwng9b3339qjX7I1ZkVlRjY7V1QvimfbcZ4W20y8bCMhEC0rfj172pYcNlBJKFTI6srJBWdZkiQY/u6esFnZF+Gp4SwBEbWRZMNNdPssRlXngmmnjpyGwmgeHt64FNlp2PZXspJUsHxHceonMzNzSnYA568FnvItSUVCCCGEnHX2lQh4Zu/95/fki+yMyvj7GWYfk2V1ZttaYjZ6rLdvvEeZm9qcrberhER0LbSakeXRfbOJSK74yAR+pY18NJvNIWA96q1gPQ7W+2ZtZMmJ6Bw67aWo99bRRfN+/C0B3bhWVn7C2yfLtjU/anYrjHXvFh9YHToqeRTrT4b38gzpZ/D4fwjc+ECnMiGEECLg0IAzzV4SAUwCXA40Z32Tb2VljoCKEK6UZQJUrs8cU5RMqOyL6mePBXX7rMzabz1i1OtRWy9m74m+Vaa75Ef+MzGq2+v9uo43+DpLennXMYrP6m1QSQhYti2Rbol/K6bK8IRqzwjPT3RfKR/R1/FoHe+FxIBalw2OJRKUnej0STPZpH8RlTrA/LyMlp/If8WWd1lueBDwmBdPBEMIIYSQswpnAiKCmV+ju/I3G8OMUMzsRIpkWz68skh475KKqM9E+ZJjiMR6VKbfNlBJDOgyay4A79iWzPrvqSy9b9Zf1F7uix7/SuRwiOw8WiI+GjAvfQC1eAx3rYum/aLJvt6W6xUq4+SzuKyymREl1pOT6DR6nSuqyQTrWC27APDUbweuuKZ6JIQQQg6d2WQ2uaQ4tURAa+1OAPcBcC2STiXsUbBNIiGyr749FkuTApWXhFuCb6nw9urrsdGZ3SiOakJC+67iKYNZqn2utc/Za21d42pbSxh79rIYRh3rDQ/a55Lj1epP14uUnvdUvvIZ/ry22/CjfXScGApwJNYvlOvH9XK/8SjfOzahRdcAACAASURBVO3eZfC+OtGLJaT4H+uzL8CwbET1m1qX+3XMVnu5rY9t2H7AXwU+7FMKB0EIIYSQy4G9JgJaaw8H8A8BfAqAm4rNOthzYQ+c1gCfGZG0pMxTBTPrS9sAJ0VoRdhVqNjxxoVH523pUtqx3vdmtavYruwbSL9el3+rnafErHI5I13liXhkqxKP143/SC0rMWQMX3LWvG37GYL9SFwqYUO+DvD4inNahQJv63V520dP6qMkgBbJ0WFXkwAz+SuNvu2ztxfIepatE8fSgKe+en0OCSGEEHII7E1gt9aeA+D1AK7B6T56JqdCJKx3Ueb9yt4kIbDJ+j79WSpm12TXJJoPIlJSUR09TEAfb0XpVbCu4xKFOYunPPV5jdrP+vKOaxt+xLHIW7Wtx/23tZ+xfmIf1D7h+5g9cRizt4A1M79XTx6WVQ5VR+flZv8XPBJtziG+ZPIrUOG2jwNufsRkQIQQQg6du+G//2gXvsh22UsioLV2B4AfxGoYwB8DeBWA9wP4Hqx+sjwLwD0BPBHAFwC4HcAvAngpeN23zL6E4QxLhX1WpoUxsN0Z8Ktsa3LFClrFDP9W+aZLa5K/gT7mzO/MPj0RoafYvP3Vcol+BOsdp45ZUym34rPu4exTIfIhfUVU5zUQn9bWYrjjeC8AZeNEDwHLrFGnklvyyq3TFw0VMGMybOmeBtWn+h125x7vMntfIetWB4Ar7wE8+8edAyKEEELI5cq+egT8PQDXAXgvgI/uvb+9tfaosbP3/ob16r9urb0MwOsAfDaA5/feP3dPMZJTw3vaCxz/5QxVLxqrXRFCmz4xX+LbEsjb8K2FpBePN9a9iif+o3OxNBESiWMgP3+z4+w12fTunniuqsVZf5LqRH8W3ox5VswzfqxhDNkgeH1vWPMArPf19fYYStBFWZQw0OXV02/Zq3Ri8fwv/aprPN/WV8OKXycVPubbgauqI/UIIYSQi7BHwNnm3J78PAurnxzf3Xt/e1Sx9/4XAD4PwK8D+JzW2qfvIT6yVzLhnImuSGQs+cU9I1St2JaOdGlb8L2U2ZiHX/mkOLKTictILEePMqP4PKrn2ROw3v3p2ZP+otiln2ioQXQehlDPrqc8rgqWT2uQu/4U3kCgJwkcXOjqr66/FPla8FdvRycU80+IvHyWveiW9z4W0eR+0e3l+a6g693yJOBhf6fYmBBCCCGXE/tKBNy5Xv47UXbhJ0lr7VjPhN77EYDvwOqn0hfuOrjDIvq1mv2SXdo2s6Vjs+KV29GxZccZPXX1YrFijRSH9wtfr2eC1PId2VlyHbx4hz2tlLzlLF6X+srkdNVrm4l5uT7qj88s1nloOJmEkP6i6xfZ9q5lpixnrlUzPjDWtR/LjlHWDXu9Hd/X1+sd614Afe1C+Brb2eF5lyD6qmY29W2W1YtOT+WyW+XWn4qZeTI/5juAtq+fAYQQQi43jvb82SettQe21r6ltfbW1tr7WmvvbK29pbX24tbadRvavqK19rjW2gtba69trf1Ga+1DrbW+/ty5naOI2dfQgOvXyz8SZe8X6/cA8A7V5v9YLx+7q6DIDEsF31L7kfiv/mLeBlow79KX7nccie1dxGE9qdcxbfMcWOpsif2Ze0X6lsopslm1W1GiUbd8bWvJeZbKMuuWb/msxhLNjRAc37HeAKLMutWP9RaQkwi29dwCxVB1yJXTUamz9FZNTtExqqM4vORAFMNDPh+49WPKoRNCCCGHQmvtLqwmub+HKL4OwJPWny9qrf2N3vvvLXTxj7CaC+9U2dejgD9bL68RZVL4P8RoMwYt3mcnEZEzQvUX+aVme4nPyq93qKWXLLDqWm2rqqSSlJgVrxUl4x3jzHn0HrcOlVX9M1hNBnjlcir7al/2yvXyPkvu3RmVKpNFcunVDXL5zVk/4atIdMmzerNYczdK+5X2etvrTKKx/GXtGoArrwee9E2F4AghhJDDorX2WAA/hFUS4M+xEu1PBfBXAHzvutrDAfxka+2GpW7E+l8C+PcA/utCW4vZVyLg/1wvHzwKeu/vBfCH681nG22etV6+e4dxEZdZ0TFrW/uxtjNB5/mvxpONb/cEaeZjk0eO+pi02NoVm1zPyKa3PratR55ed/rIpuXbu1903+nMp2W3EoP2qan8+Z25HtYxV9TkjB/vHsmSAXIIwIV/Tto+dhs0YbKdrGe1icKVuZGq0LZsjMsZdbjY5FR6t6neD9SmbbDsP+YlwHW3F4IkhBBCfI5wccLAXX/2ODTg1Vg9/f8QgGf33l/Re39z7/3f9t5fAOB/WNd7BIAXLfTxZgBfAuAJAG7svT8Fqzfm7ZV9JQLevF7qfoj/BqufMv+gtfYJo7C19hkAvhyrnyy/tJcID4ZdCPsZu5GIikR3JvYtAT3z8cbCD7zHdlbdCGustYx3CTPHLOvPKJnZORGyeKU4zu4LPZA6unbefSZHmHnnZChF+akqOo2lFL17eJMeLZYqteKpqN6ojneerfaWjSOsuvqrhIG+FY8Vys11WdfX1QhTbydNypP2WfYismkuMip/9rS/zB4A3PgQ4CO/ohAAIYQQcli01p4E4Jnrzdf13t9sVPtWAG9dr395a+3KWT+99/+99/6a3vuv9d4/tCzazdlXIuCnsPq59WmttfOi/FVYzRVwA4Cfa639f6219wD4XwFci9VPm1ftKUayMyKh6QlxGNtW2eyvZW9s8xIsIZepDrlvdgy3ZsmxeEJ5xqeVxNA+LL/WVC9eHHrdS7xEx12dXqaShPDqyzJPlFv3a3V/FLOuU3nM7e2PlO/MbHj6O6Fs9vW+DlyYCFBfwt6O15Vxt+D4ZO7GCsXDmc/wGJWvaXbqZxIB1i1fnec0ig8AnvxtwPmrCw0IIYSQmMtwssDniPXvsyqsJ7X/gfXmPXExcXDm2Fci4I0Avg6rE3r/Udh7/78AfCZWcwg0APfGKinQAHwAwBf33v/9nmI8MKJHVdv+WH6h9lX76GbbUR3v13RkIxJrFjNPVeEsvTK9r6IoovZyuSSWit9N/nRbsVXOb5ZwsLazfToJoc9Hpa+459MS87qdPrbIR+UaST/WuZrxE/lYv9pQPsk/6qtt/SpAE1mnx3Wty2515LG2tei2vgIReo6DmUthMdvW+1Oh297+bOCOT54MhhBCCDkYnr5evg/Arwb13iTWn7a7cHbLXt4a0HvvWCUCrH0/3Vp7KFYJgUetY/ovAH6o9/7H+4jvsFjyq3QbPq31mbIlv6Qz30un/c7KIpHvxVbxk+3LxP6m/rI6MtEhy7zYsvVKvSOxrPqZ9QscV5jSb0XcV8ujJMNSZRnVH2VSuWZP/2X9Gf/rZMCFZlJ1N7U0fB0T8P3kKfK+5tE+a9tr5xF1UlmKPBXZ5bZuGy+2BuDJr7449wIhhBCyIWP8/r587YFHrpe/m3TZ/89GmzPHvl4fGNJ7fyeA15x2HGRbzPwSriYGtuFbC43qL/0ebMsyz/aShIO2452naH8z9lv1l+zzhKv1lLmagMiujaeMxpPnqOfBkhikT7lP+8vOvSyz6nv9v7WvbtSPiGaSs+YUyIZ8ZLa1HyPmVk0yGOevr8usyzHztddYt1VVK1uHreOKOrBEsWRx6NMUXRIAuONTgZvP7G8VQgghRHJbSxLbvfe3zRhsrV2Di2+rC9v23t/VWnsfgOsB3DHj51LikkgEkMuBqtDyyqsJgUiozbAr3zOKZGmPhEi4e7F4vmauW+TbS45kSZIMT/x7PscyEs7Zdch8Wsqrch9E9qwkho5hJAQqT+11e++YqsmKKsbxdX2uRWwnbqOuto190syoE4XtnXJ9Opb+GYn+BMlbMbudZJso5iNjPePqewNPfV2hIiGEEHIm+JVCndkucDeK9T8v1B+JgKWvEDx19pIIaK39XQBv6r3/9j78kYzsl2P0GGsfVEXVoPoUU1IVxhXflfOpfctyT5yZaiiIq8Js8mHWn1XP6yXgHZ/3NoGqT60MZ0S6pxCta+QJXK/OwOpJUOmt4iUEvHMUJQAyrJ4Iln1P5Wa+rN4qynaHSAwYS8vtzNP/KtZp9DqfVE+5dbqq86V68xx4f04A4KO+Abj6nk4whBBCyDLG6wP35WvHXCPWP1io/4H18todxLIX9tUj4LsA9NbanwL4eawmD3xT7/239uSfTOE9btsm0S/x6Alu9Mt6qU/dv9ZSFkuTBtb+LDGg21TF+EwSJGtnieHKMlqPxoJveoyePW9CvFFnE7Fs+Y0SAl5yYda/972whPmmH+1Hx27FJsojIW/dD9XbwHI78HIqlToW1mmO2mR5yeqxRbeQTEboS6FvwZsfDTzsi4pOCSGEkDPBkwD8yZZt/qVYv6pQf7yC5y+2HMfe2OfQgAbgFgCftv6gtfZOHE8M/MYe4yElNu0qHLWt/kqOfuVm5ZtQVQ7ZenW/l/DQg409Mb10sHSUaNFiLfJhCV29LuMH8skFvfZWrNG2jr/66saKWrTs6B4JM4J/ps2mfqpUzpt1/q2konMf9b4uFstjdsWyEnrllpWhRadLT95ntfOmXZB1PZ9R2yXJBGnria8GznEUICGEkO2zx9f6aT9/MjsHQIH3ivVKd//r18vKMIJLkn39OrgXgGdg9Z7FZwJ4NFb9Tu+N1fsanwMArbV3AfgFXEwM/Mc9xUdSNpnwblM/1cd324rPUhAV/xkzSQLPjyeCK3EFwurEMquj7XrHUVnfJd453cUQiUxFzvry9mWJgUhxzmAlFazH45skHKwkl7M7yiPMdjKxbnG9zzo8K8ymltq/R3PWgXhegQrD3h2fCtzvExYYIIQQQg6L3vtfrnuv3wfAA6K6rbV74mIi4I92Hduu2NfrA98N4MfWH7TWbgbwcbiYGHgMVomBewH4mwA+ZV3vzwD8fO/9OfuIk0iqvz6tR19L7G8qErcpLCuir2qjus/6xR8lRbaRmBkzmQ3/0RAJHSuC/Xqf9wjVUlOZ3SwG6zyOR67av9UrwbJRSdAAJx8bZzP9e2pzBusJfaXXRuWj20j7BT/WxH9yiQb09XXpykc2N4B3WF641UNzDuXE10LbqIzI0Pb0baLrytu0+ufx2O19FfD4b0kOjhBCCFnOZfj6wLcCeDqAh7bWrgheIfgI1eZMcir9BdeJgR9ff9BauweOJwYei1Vi4GYAn3waMR4mSx89Zb+mM0E569sSjZsIY088RuuREK22r9YFagOfrW0L6xhmj8tSLNE+4OQwAM834Cuu6Hh02TFVJOppUX7OiKMy65xGdpCLrmNkx1OPuk7WES8bKlNRv9lj6WxCwWBYQF+3OTYUoBi6t8+7Da1bwLsNvW1Zt+F4Di3CSgjM/smc/dM46j/yRcCND55oTAghhBw8v4hVIuB6AE8A8MtOvWeI9V/adVC74txpB7DmPQD+eP15O4D3Y7mqIylNfazyjEggZL9ys5iqfpf4sOwsweoPXLW1xK+uXzlPcjnEmhaqURJgk2SDrBvdJ17ZUEyecI4SFTMqy9q2zm10n+tX+ln3qKUIxzFmsVX9WJ8Iq370esLIhzqOrtuvFWqXx9jWq7qtKItu8yV/CvSfGev0VwS+tDH7J1CWez0JIl/Z5QeAa24DPvIfFg6EEEIIIYIfFevPsyq01s4B+IL15rsBvGHXQe2KU+kR0FprAB6Hiz0Ang7gprF7vfwLAG/GGT65lzYzQskiemKaieNNfFf8ZgJz20Td9S3BvU2/2o/2XRH6VV9auFp2hpKKfM2eB6naqiJVlyFYt7aHP+/8yePM1Gi2L7tvK2qxir4+XtkS5ISCw3TH8W7/zjGeKFYFxyYPRHwKKtOMaBs6p1H9E6iZTUrodllSYdwuUbKiA/iobwSuvDGoRAghhGzO5TY0oPf+ltbaL2ClTZ/fWvvnvfc3q2pfCeCR6/V/0nv/b3Jna+25AL5vvfl1vfeX7jDkjdhLIsAQ/k8DcI+xe70cwv+N688v6xNLtsURlo/JXrJfi4B9+dbvrV+6PttGiqFd+4pi8MqXLi2B7X0qNmb3VXxWqJ57ff9UZnCrfA+s8iO1Xjmu2XPgiX9dvvQcr/f38fRftdGX9QJyyMBY4mLZODdWGFZYXpm37rW3Dlffpt4r/DK8PxHWtiyvDEm4+l7Ag78gqUQIIYQQh7+PVXf/awH8bGvtFVg9mL4WwOcAeMG63u8A+NYlDlprNwD4DFX8ULH+GeuJCwf/cReT6O+rR8A7QOF/ibFUXFfqeOWbzCdQqRe1rfiu+PJUhKdyNpkxfsav9udNq55Nvx4RPZGXT7UjH5Hf6LGtvnazvU6q95x3PeV4eM9m9GQ/mywQwnZlkLysJ/HOn/d+uui7alFRzevre8G8anOiXCwvzBmwTiToyQKrt03WA2CcjuwUVP/EVb9G+vTLpWU/s2vdKk/5AaBdKqP+CCGEXM7IvPY+fO3FT++/3lr7bAA/iFWP9VcY1X4HwF299/ca+yrcBxd7DVi8Sm1/HYAzmwi4GRev348B+HYAb6bwPw1mBNJMvSXifhu+Z21YM4Z569X9s/Htwm8Wk7Xfa6OXWVd/uS2FftQronLOtMD08ITzJuLfEuzSl+cvu9ct4exRmfDPs+ftqyYvdHvvnOiP95jbCsFIGI1JBE/MMaDazuSTrPCtvNUss22imLxbIvu66HYP/Gzg/ndNBkYIIYQQSe/9J1prj8Gqd8BdWL1O8IMAfhfADwP4zt77+08xxK2wzzkCxk+vT8FqeMDPt9beCOBNAH69d++XH9k/luiJ6m3iwyrfpd+MasJjkxiWKI8lSYdoXL/er5da0M32HOg4ORu/Z8cSm1aiwjoGy7dVtzJIXBMlBKSvLD5PNEfHPSO+B96EkBUqvRAi36NKP159mO7G+e/qmK3/AnRnEmk7SgIEIaaJAe03O+1WrJEvCz0ZoL7sFc5dDXzUK4uVCSGEkM253OYIkPTe/xDAi9afmXbfD+D7kzp/gFzw7Jx9JQKejovzAzwFq2ECnwzgk9b737OemOGN6w8TAzuj+qs0e0Tl2Z4pj3xvw34k0Kz1bJmVzey34qr4rdiM7EVi3xrwHAllD93G8inrerazyRcj31FMS+7tqJ7X7X92kr8ZtSjbVBMKlRhmj0V+rGtruBvd/i/st+43uSnsRAJ8ySm2LmXFlldHt6/EoMuznIz3J/IRLwau/zCnESGEEELIcfaSCOi9/xJWky68vLV2BYAn42Ji4KlYJQY+CauuF4BKDPTef20fcZKlQn7TnM0m4miJeJsV2tvwtYnfTagkGaztmUHPng1r/yZzNWRYj3Wlb0eohmUz3wnpzxoxl70doMrSBHIlgaB93D0Z29r2hdtMJya0u+j74fjV4c6eTqu9/CztsFO9rWcSDJX8Swdw9W3AI796MmhCCCGEHDJ7f31g7/1DAP7d+vOKdWLgSTiZGLhr/emnEefhMSN4tNBaOsg2o+J7GzYr+zNxn9me9ZslDSoCakkSIBJhRaF2DGuiQL1eiWGJaNd2suEBXjtPuXlth5rUMXkqbgm7SKZYKrQ6cWHH8a79at0U/k5dvfTyFF7uIrs9rUOycjjRZY+wLrnc9k6pNQyiMh8kADzmG4Erb0gCI4QQQrbLEfY3WeC+/BwSpy6w14mBN7fW/hOAXwPwmwCej9Usjac+duLyoyIgsv2zk7PNCJaK70i8eWWZ+I1E7oxItX75z/jVWMe7DQEo/WZzCehYPFue/UhQS8UjZ82v3kuV81tRkrP3ky73Ht0uHXvvfaqvFszsR3WtY6nEKap5tvt6eeH0G+fH+0pEl1af8uhSeZdW76t086/YtuL12kmf1ZEl93w88CC+LpAQQgghc5xaIqC1dh2Ap+FiT4AniHikIjnzMzKeHTKBsGTfLv1u6jsS/7tkib8lM+NnfqM4rKTAkvPjJQK8ZSbQszgyxSXXq4+QI/tZfloel2zvxeXZkKpwNkbLR5Rg8KgmNfR6dA27XTw2KsLaIppewlr3BLeeNNDKw2RxZD6t/Zrotn7cq/m6QEIIIafCEfY3iR97BGyfvSUCJoT/+wC8Gav5Ad4E4C37ivEwiX5pL2mn93udOvbp1/oFXrXnMStYI7+z6xFaYOkJAatLvV7tIj7qLElQWD4r5yB6Sl5Rg9V7RZZZSjBTrcPXOdQSCFJ5ejFYTHTnn57QUNtf29DDAvrR2sy6/MTkgKOetDNMr8u9PE311rJm/pdUEwlRDwPr8lh4yQWrHoz93kiTB3wmcMvTCwEQQgghhBxnL4mA1tovAXgibOH/51jNF/BGrIT/r6yHC5CdUBFLXrsldSLBs0u/Q+RYdXaxLsu2Lfqzet6xLhH/mQ3gYjd+PZjaalPxIdEqyXqvWiZclyYhpM/KLG2evWpCYJRFvjah4sMjO/bR9hzQ1xMKDlHf1yq+dVx4baB8hWBrF5MBpuBen395e0Xj9rNtneepnAZd7t0SkV0vJu+0e51wPJutAY/h6wIJIYQQsox99Qh4ilh/L1ZvEHgjVsL/P/Te9/1qyAOmIjCqAmRTwbVre7P9gzdZj8TfNta9fVpFLRGPs28IiMbyR8Jf16nss7ZnxX+1rradvUtu6T6pKHUCZzYR4Clbz0eFytQs6l64kAQwqrjrIyGw9jeSA9abY6Mn9Nl2diqz2z+7HFmnpx7Uiepn7e7zdOCGBxUME0IIIbvhbuxvaADF4vbZVyLgp3BR+P9q753DPE6NhuUvqs7Ifm1n9Za8si6yt+QYZqioi22+Ls8S2Z7w7s4+XZbt0ypI7xvo482SMFH8UU+D6BV91SSKLo+UnuzKv0RNGt3ozYQDin4iohjkcITMfiW5ID9NXJZ+caG7+Z8Q8n29rq63PB3ebRZtW2F6f36yPznDlsx9aRsW1i3lnVbrk9W/4mbgY38iCYIQQgghxGcviYDe+yftww+pYAmeJeK72nZX+7ctlqosjVcPWJ71tyTmSJRHfsa6N7+A1176k4LWSzZEiidqN7COL0oGyHJP/FsxDV+WMs18HYml104f0/Bzd+DPshEdk/YRxbwp4g0Qx1zoa9RxbL4AmSCwRPzMLZyFVxXcso1nO2qnjyP701tNUjz6lcCVNzk7CSGEkP3A1weebU799YHktMmEttU3dRsCYp9+K+Kw2n4bWMI1E71LsHx4fmdFf7Qu1Vv0FNqKK/LllWm16CmxTPxXt6M3OMhP9gTei3MwEgJLJgz0YpfMvtpQoyYJPFZFzg0wihqOP/0fZcX73BPS1m1t7c9OWUXMe7F4NnVPhKhHQ3bbDW56NPCg5zs7CSGEEEJqMBFwcFTEA2A/NsvszpRX/WY2qn6jbW9fpc62qSYGPEGfLbWvKDkQLav7dC8Ba9a3mfVsv5WAqIj/DKu+Na29F2NVuMs2lh+ZGKjYq4j9aDa9Gdti+8LkgOvt3nHs6T/6uplMJHQ7VL1d7eBSCT96a2L0lZFxVBILM/ukb6vOY74NaOedhoQQQsj+4BwBZxu+fJgIZgWLbLcrv0uSABV/0b4hYKRAqsz2tSkVwa3XrXZVtnVMWaLCUk+6nl73fGTttCjdxIbV3rpH5bwbFarfMet7oX1lfme+yw1Tx+L2BnBcavMXtvvF7dEwu1RRMkBPgxKd7uxQvUSBzjtVL4O+jJU4pe3b7gLu+6zEGSGEEEJIDnsEEOSPparl2/K9bb8VweetVyb7mzmGyNe2sBIKclntrm8tq771ejQJnpdAiMqsOvL4LDWVJZp04qVyDbvjL8NLlET1Zb0x+d/sI+2q/awfvhqpd6L6uqBrxdzzsKxODFYHJS8ZoA9D77PqVfBundlOTNp/FOuxoRXngUd/SzlcQgghhJAIJgIOjiWiNiqX+6ozxW/bb2Wft539ete/0jdVD1m5RCqMSBhXxHN1xvjoGloiWa979TRa5enJBS2hXPGfxSYmsjNjseKMBLHXtvpIOrJrCO4TMUdvA5h9TK2xBrTr9X7c9YXqIwlgmLowL8D602UsTjiVMC2RH30s9KmP7Ea5Es925tO7hTuAB/9d4MZHOEYIIYSQ/XOE/XXZ52SB24eJAIKaQIlYOgv5vvx6Yn/Wv5UUGNuZLf2+eGsZ7av0TNA2vAkAK/4qWHUjQR+VAbUZ2PT+7O0EEjlfgWfTQyvD7FpItShfC1htV0kyjPqjj7l17r3kQvVecuZBsCb4Oybuje+OfCuANBt9fTJxPHu7ZomB5qwDJ/3p7ezPkTdRYDbMoQO48mbgES91KhFCCCGEzMNEwMGSiZFN2kd19uVXC75I6HqCf7aO12Ym+ZBRnSmtQlX866nNLTVkJR2qSQArjmg69dmu+Nl10E/VPeHs2a7c015CoCLOrXvPux/lsVhtlt5/cjC8OFdD2KOvxvqPBIA53r+r27ett/tFW97tMGxGZd4tUz1s+WfDyy9VtrW96NRHCQ657+FfA1x978JBEEIIIfuDrw882zARcHAM0WGJ5Kzdkv361/SM303jsn59V4R05sPbXvoKvqgsam8pBm8Z7avUjYTyUsEfxW0JZu+NA5uWReJcEim77LwMe1E9aUtTLbN6Bcz0AIjohttEmR/rGWC8KlAmAbRZ7xRH7mWZPPQqKs/hfpW97eyrH90e3kiO89cDD/myOG5CCCGEkEmYCDhYZkVqtZ7Xdumke9U6S8TUNreV4AnjyPCEuXf+Rtdw2W6m37FX17In20a+ojIrhuwYgfhp92yZ50uPg4/OnedH2hhKVIvxrB/5zDF5CShrSvvZ+zFIjnR9bbXvLk6h2L5gVsTinQ6vO73cjkZsVEcP6ek4ImGusb4yUVsdXxbjR7wSOHdVMRhCCCFkf/D1gWcbJgIOnk1E/yb7du03q1tpW5n8MDu+mYHBnjDPEig6jmqvh+xxqrXU9WSs0TwIUQzVYxz+tN3seK1Egy6LYonaefWjGf09tVm5tzy/0TlcMtGlTl4Y7cZr/7rl5+f2lAAAIABJREFUf73e5fbR8boXhhJIO/C/IpXJ+Wb+JGg7koovq8NIlNfybquIez0NeNCXJpUIIYQQQuZhIoAYzD7W2qbfykznS+wu3Y5+rc/EMjMkQasH2X7GTvVxaDap4Iw/K/aqMpJYvi1V6CUgMluez0hIR3Ug4pD90a3J9jyf1vWqJCU00XFU5ikIhjCc6Nov4j4m+pVi7ji+T9rxQvVOlf54ObUTcRZsVYYS6K9kdByRfy8eyUd+++otC4QQQgghW4aJgIOj8hjK68Y/80u30sbzO2Oj6rdiNxOdWTurjtfOE8kes6Jctot6Nsj92bLif4hNKdJ1/20Y6zqu6Hgsn5btpXajulJIS1/eK/wqwh1qvzNTv3sPR/eY9Rk+qrFp26K+nOyvAReHC/R1lVGvH3ch20VhW4eYhadtWKdx5nJk9gHbh+czSzaMevf/PODmJwYVCSGEkNNF/gLahy+yXZgIIIKlYn6Tr+YSkb+pT6t9VZRG6mAJmUjfJpW5ACpL3c4r85IQVSp+T6hLUZ5d04oayxIKWQLCsxvtH1hPgqPv6Ox5HgPUq682NHxarwm8sOiqjiP8VVMzzEjEV8O28ptZckBfDkvEz566bMRPA3DuGuCRrygaJIQQQgiZh4kAsmbml/nYt2mX1dnEwyjXk+PN+lki5mfOT0Ugj+WmInlf7WbsWkprWxMoVnxLf15iQG9Hb0Wwyoci9IZfZEmE6NpnPiIVacXvfaT9KP513a58drWit9MePr321ax8zTJBr+t7ORZv/sPskLxRHZaPyjE/5CuBa+8wDBBCCCGXDpws8GzDRMDBkYnPWcFb/dFfiWuJ36otqzz71b6JjSUCcLD0KXp3llmnrSXzD1Ri0ULa8gljv9dG29e+vP3aptc2u98icR/Nx1AR/ZHIH9vZHAIz97C+J2YmFDT2d9GroFvxCLtd7fMONxL1QSgn9msb3oR+1i1jTT9h3brebTHDaHP1fYGHftUCA4QQQgghdZgIINhM/FUnpNuF35n2njjx6nllM+PltY1KokBuV2fD17HJCfS0gKzMByBtL0nQVBIxVuJhRoBaCs7bxoQv6zp58xtY29Esdd65sZRvVK/6+Fm3i47DOlfic6I3gLB5wrU13f/aX3bbW4fuPaUfWCMbKkkE7Vu2s3x7Mett79JlIzCGrw//euCKG2txE0IIIacIewScbZgIOFhmBOaSOhUxuG2fVp1IgGe2Z5ICns2ZZIG2X/U1yrPZ/6N9Vt3KU25PeGfn3FJ3enJBy46npGbvZ2sCQ+2nMv1NFsc4Nv1o2RLmmW3dPhoyUFGeEfINAyr2Ls5Nl36zuJuYNLDbIXtC3ru1RqjSdZYYsE5JNSkh63o2Iz8e4+tw40cCd3xhoQEhhBBCyGYwEXBwzIqoTfdvknDYNNlQFT/Z+Yi2K6J7m+vW6/Jmj3NWFGpfnkhfGkOUlNBj9y1bkZ/KdiTMve1KHWvdmzI+Up2VRIEn/pd8lP0Lwr3jeM8A45x22bYfbwtcbD8ryqN179IBtY5DlrCPmO2MpPNakb8P/ybgHP9bJoQQQsju4S+Og2RTAR7V21VSYMZnNa5tJADGeiRsK+2zetay4jMis+3tz2bnny2zFKH0ZQ3UtrYrxx4pUPlqQMvP7P2hP/op+8z3x4tHxjU7iaZG9l6Qn368ShcbTfju8Lc7RBKhH3cnD0mPYrH2VcbtV0Ys6Uuj91l2dbsKOi5vdNF1DwNuu6tolBBCCDl9dL/BXfsi24WJgIOjIpor7TbdVxVtS/ZldWcTGGN/9dzpcfdLEgKWUojEvqUuKjaq4t/zrY+xem49MW610Yqwel9ECYeorXfdtH3Ln+VDx1HxYZVbPTGsNkvm7Rjts+EK0m7HiR4Cx7blmwa6L7b17WNtW+u6rPr0Xx/eTDsde8VPlkhoAPo54PE/khglhBBCCNkeTAQQAy0oojqb2N+nT89GRdjNxqLVyuwEg0sSFQPvNX1eUiAS/xU6Tj6qzRRe5jMqk74i9Wi9DnCGaBb96BzqepHfbKZ+73x55zCyb1EQ/90oa+dwQfS3tZ9R74LLtc0TIfSTbsZT8iNVNnPY+qsWJRdgtPPK9G1n2bG+3l5vBs/fA54H3PRoYychhBBy6XKE/U3ixx4B24eJgIOjIooqT7ItuzPl+/RZUQDe477qtOGVOlYMs0LY2p8Jee99ZzO2PHUl63hvLdD1NZVkQUX4jnIrSaDbVeICLnbn945d+6/e75oxZEDbilQscPKYKu0i8S/bOfMzHHvqP671kbFPh9iPl2VfmehyR6Gbvh0bVh1vGo4smRDdctHxnL8OeNjXB4ESQgghhGyfc6cdwKVAa+2BrbVvaa29tbX2vtbaO1trb2mtvbi1dt2Gtl/aWuvFzzO3dEgL8X7tZkJkqfhZ6hPJvopPb9sTn1m7qq9t1Z8V8EvbWjYiNTTWve78WTIhshvVs+LM7GXHpMvHo+uZNjNxaftWnW0kILyEQSXGrkJU57BZ90q3q1vbQG1cfnR7W22yw9XbUV6ycrqqnTE6gAf9A+Ca2wNjhBBCCCHb5+B7BLTW7gLwegD3EMXXAXjS+vNFrbW/0Xv/vdOIb39k4s7at+nkZEt8ArFYyuxVkgCVmGaTAF6yoUIlxqqNcd02SaRYdvW6NRmeJ/y9BIRl12o7Ht96g9CrZEJ7HJPuJ54pxqhMt/EmEfRszyYA9LkKYrGe7gM4OVxgvd3WQwSaKLtwuvrxsiiE0cbrA1j5OmYiXX8NrK7/ephB5U+TLsu+alffBjzoxUEFQggh5NLlbuxvaMC+/BwSB50IaK09FsAPYSX8/xzANwJ4A4BrAXwOgC8G8HAAP9lae1Lv/c83dJkNAv39De0XWPqLNrPl/eKdFcyVdkuOQZcvEdfVJIJXLxLBni9PMFcEtdU93/MZ2dZl3nr0jrRB9i61it9xbNGxa2brar9We61kZ0W5TjDMtJ/xE9m33gDhHa9sol5TOMT+sT8Dyk729Ynce5dE16vOdWjFEr2cwmvnJSus29OK92EvA664IQiWEEIIIWQ3HHQiAMCrsUoCfAjAs3vvbxb7/m1r7b8A+GYAjwDwIgAbDeTsvf/WJu13xyYCJJsFaxc+h99ZAZ8J8KzMm/QvW6+Wzda14szEfyUp4JElECr2OuJ5F7xjlqJZ14sSCDD86Xi8cku9We2i4QJLFKmHN9eD9TlK9lvqWpo24upOzL3y7r5uF0Wi3XpyHwn02Uuu21ltZoYp6HaAf3wdwA0fuZokkBBCCDmj8PWBZ5uDnSOgtfYkAM9cb75OJQEG3wrgrev1L2+tXbmP2PZDJnJm9s+I6qU+Z+Kytq1f+BmZKIvaVcSX9uGtV+KUInlTotf1SV+W2ERSBtjXonqfNdFGxxuVNfXx1J33X1r1Hpc+9fF6586yG/nz7j3vulSQ8xNYb1xY2z4xBwBWZa2LsESd1lb7vK+lLLMOx7v9Kl8r7ys/6yubL9S67eSl9uJ8xKuAdt4IhhBCCCFk9xxsIgDAc8T691kVeu9HAH5gvXlPXEwcnGG8X+GbiHTvl27UbqnNWZ+RkpjdVqLohLC7G7k4jnxE63Jb+9M+j5zlJh/pK1I3en227Mj4ZPfUjB/rOsrrBqOdLNNYZbqPub5Wlo2qbWm/cu/NfsbC2HdM0FfOjzHjnnX5rH0R3q1nhWC1y8b+e9tZXFYdL2dz9R3ALX+tYJAQQgi5dBm/QPbxYY+A7XPIiYCnr5fvA/CrQb03ifWn7S6cfRP96o5+JVfa79NnImpO1Ktse+LWUwTjaar8Os2ok6ieFKw6jplJE6V9bxklDioT8c2WeddLP70H7Meu1vFHT8ut++Kc8qNjiGzLOt49I31EMWf+tf0jVW/px7Mv9nexfaFJdH6M74m+fN4LEryw5HblkLxLow/PauO1k0MVZrB8PfZfTBohhBBCCNkuhzxHwCPXy9/tvX8oqPefjTaLaK39HIDHA7gRwLsB/DaAnwHwmt77uzaw+4Ckym0XVzOh7XWd1vWW4HXJ3sTnknbZI0BrUHLUZun5sLD8VWLw6lbEf7TfwutCrttnvqJ1z1fmw1J9lpqU69YY/8p9cySWUbJIJgRmhh14SaDoPFXvRc+e9V0ALk4OqNofqy5jVXWkAI9GLliHLcujUSSenayubmO9uEHPV2DdMtVY7v9c4F6XUU6ZEEIIIWeSg0wEtNauAXCf9ebborq993e11t4H4HoAd2zo+lli/RYAz1h/vqq19tze+48ttPtHG8a1JhPVu/Cxic8l7SKhJrcjtbCUTABv+9wvFf+ZepKqTqoirdSG6vN8ziRZsoHa2kflOlvl+nGw5yNTs54fT0FqYZ6N868kBKzPgvkD2vqfrmNuQDvCxdcMJve0vJRjW+fctCkrJxcR1dG3qrVf+81Ov77VrEsqadcCD31ZECQhhBByduBkgWebg0wEYPVEflB5JeBIBCx9z9NvAvhRAG8B8HYAV2L1WsLPBfBsADcD+JHW2if33n96oY8JZgXnNgVq1Vb1UV5FhGXqwFr3FMMmiQuvR4S1jMoyAR8lNpYsvfZRfJHQrxAJeNlLYELQlv1JH9nxePdJlAywFLHlR/rwzkfUZvRAqAr/Xvz6dCX+o2M1ivSpzOZNtJaScXq8OQ51e0uwZ1NEWNs6zspteOdXANdkHbgIIYQQQnbPoSYCrhHrHyzU/8B6ee0CX6/uvb/UKP9lAD/QWnshgP8ZwHkAr22tPbT3/heTPrKeCrcB+JVJmzvCEsORuN5U5M0ItJk2kTCr2BxlWf3MRoUx9KKaS7XE/qy/SLlt61pbIrziL1KdkdKMbHnXLksIdORDYyqi26qnExYL758TTc+JngCWb1FWCTsKTXcwgVM3GrdfyclYvqK4K0MUdJ0rbwHu/KogUEIIIeRsMSby25cvsl0ONRHwl2L9qkL9q9fLWYGO3vu7k/2vaa09EcAXAbgdwKcBeP2kj3B4Q2uzs1sds46Tv7I3FeczyYDZJ65Rnaqo3sUcCVlf46V4j0zH0hqXr7cj0R750mWeAPVimPFttZNCuno8lXvAOqaBN84/s1dNCER2Kvaieon9bpSfKFrb7D34mjjx6dMp17Mu+1Z7bTcS59lXz7uFrNEvug6MOpavh3wtcMVNTgCEEEIIIfvlUN8a8F6xXunuf/16WRlGsITXiPVn7MjHQqKpvZckGIynhuGTzOr2rA1vn95vxe9te2LUe2+8pYii4/GO0RL/0Wv+quev8vFe8yfJpomXeNdG+7TaDx8zf9a882HNGDf2R/d+du/o+8HaX7WfXQ8Py3a3y5v2o0w0XccIz3Jlzf1o4e2Lbmkn5PI+GPstXzo5ENm97sOB+7/AORhCCCHkbMLXB55tDrJHQO/9L1trf4rVhIHhgM3W2j1xMRGwpUn5TvDbYv3+O/KxJvoFvEnPgSqzs39FVNpXhX6kOGbxzvGM3azvsSX+K3a1/SW9PaRvPZ16FieQ3wOeqoti0WWWSovqVxMlWTy6jSzzBqLP2q/4y+wUhgp0p/2FInnvnMOFY+wAmpMUkCLaWtfbS09N1JHIugSynU5SZImGyil+6DcB564sBE4IIYQQsh8OMhGw5q0Ang7goa21K4JXCD5CtdkF+1DgpxiCJRC9/V5ZVVjPCMxtlHmPNpeuR/uHP2uYQbas1JF1rXe3VdrNICf9s2Z6g7G+1EfDKp9sie8oOWCVR75memFYZPsi+5lNvV+oZT353+j6j6CZ1W7s9ybuqwh87zC8W3K2rDLyp3Kreccp7QDADY8HbnlOwSAhhBBCyP441KEBAPCL6+X1AJ4Q1HuGWP+lHcXyEWL97TvycUrMJgEqoikTQJnNTcosVaGJxLxe9xSQLJMKKJvFTDOT4JHHZr3mriXLGTx1Vr1fqiJ9nLuh2JZ06c8YbYevbLD4jM8ombDUpmG3qZjbzD2mbTqd9+SIBz1axBoNYSUgrPZ6dMig2odQXy7Pv0beUl48AHDnS8T5JYQQQi4fjvb8IdvlkBMBPyrWn2dVaK2dA/AF6813A3jDjmJ5oVh/0458rLFE9C4/kiXd0L02njjPkgJVv9p/lhCwfHhiPxL+2naWFJFtraV3TbR41UMLpB+dFJi9/pYvr27UpT87TrkezZFgHZc+Zn28usw7b3L9nHE8M/atV//peRCqMQ+C89JgCNa+SgqMj7Z7oUz996zNRDrY+4otmYqk0t463V3UixIM0em2brF73wXc91Or0RNCCCGE7I2DTQT03t8C4BfWm89vrT3FqPaVAB65Xv8nvff/Jne21p7bWuvrz0t149bao1trD43iWL8+8PnrzT8B8L9NHMYZwhPDcjsSw1pAynrbik9vW5O6ZWJ8MPsE0DrG6nHOqqWK+Ld8SF/V3gCe+J/x5yUBrPvDmrjQ81e5jrLciz+zLxMCGnkuPTXpxVBNCOjrreqccCtiMk+H+m60kUToQBM+IiFvXUYv/HGoVicVz4Z1qnQ8ldtB29PrUd12BfCwbw8qEkIIIWebfU0UuM/XFB4ShzxHAAD8fay6+18L4Gdba6/A6qn/tQA+B8CY5vl3AHzrAvtPAPDa1tobAPw0gN8E8A6szvsjAHwegE9c170bwAt77+9bdihVsl+xmuyJ5qZkv8b1I77sF/g2/S2pZ2HFXRWUFdE89suJ+zyRr+tZS89+5FsvvSSGVSdLeMi5BGTbSJ1F5d6x6LkXpHi2Eg+S7Px4KtZ6Om995yKlrGPX8cIpz+6ptc2u23pvVDDC87azS+e1lbeolxf0TpXcb93uWUIhwqpz+5cA1z0saUgIIYQQcjocdCKg9/7rrbXPBvCDAG4C8Aqj2u8AuKv3/l5jX4XzAJ61/ni8A8Dze+8/vtDHDtkkATAruivCMFMXlTg28eG1nSmrCuAZv1HCIKtbaRvFoRMQs8caiVcvtqie5zMSyrK+NTyhen0q96BObFh1ZwS7xEpmBO1PTPanPm1ts0eqW3yiU6JzFZYQt9pZZdEp8Q7bs5f50u2zdgBw/kbgzq8JgiSEEELOPvt8Us8eAdvnoBMBANB7/4nW2mOw6h1wF1avE/wggN8F8MMAvrP3/v6F5n8Kq27/TwHwOAD3BXBvrH4CvxPAfwLwMwC+v/f+nk2O4+xRSQJE9aO6M+1mEwuZz1l/3v6qcK7EZDEr/iVSwVm9EOR61ZcWypZatJRk9kL6JQK+4/jEf1FCIEo6WH7HR56ritivJgbG/urj7goyIZD5NszqULyOJ/pSR7aizite5wsj1BCvI09GB/DArwKuurVQmRBCCCHkdDj4RAAA9N7/EMCL1p+Zdt8P4PuD/f8vgH+2/lwiVETHNn1Vyj2haKmHWeGe2Y3aZT6q6xOCy7XlPQ61kgJZYkHiKaqqD2+yPE+IWnb0Pque7mmgfXp+rDitOp7QHsci1/WT/Oi+0768+Qssu5F9Ha83saDVvpKoWNscPQbGpIDHLmuQnMhyEJXJ96LwtA3rckY2o94IA2dKhfQrdtXtwB1fYTQmhBBCCLl0YCKA7JGqQI3KZucsmBX9Vr1sbgKv/WzSQD/uzES8J/4t25olxyR9RcLe8l1RXpEva5+1biWMvJi0iNZ19Xr0OLqSDKiq06iNbp8NLxh2dYwdJ4cFCJvjMK2J/syvYPcPL7r1ow4X3mmwehgAdn5Gn4boVpr9Oun4Ri7nQV8PnL/OMEAIIYRcXkS/RHbhi2wXJgIOll1/nbx3dmUC0WKpoM2E55KyzJ91nNn6rEDWvnT5LNXJAiNhWhHrlh9dJ5pjoJJ4qKg+mQDIjiW6NtkbDayJAD1/lrLV9iybVnvPtrJ7bFP1VGg6bsN+EwaOcDKPUaXSlV/WtepUpnXIvjIzbSz/RwCu+wjgtr9TaEAIIYQQcrowEXBwzP5KX8rs2O2l25mwjmwsiU2uR++Q39a6JcaWJBtmfEV+q2I8ivFILK2u8kt9ePFbgjxqU13XSQvv1Y+SbJ9e944jsu3d08MGsOoNkNmL7OuYjps/cThLTC8R87PTRnQcz09lbaK4AOCB/wg4x/9WCSGEHAacLPBsw18sB8fMD/9N/Xjb0b5qnegYvCfO2/Kn92VdxZeIcb1v02tWEf66HjD/SsFIhFrH1sTSG5S9xAdg+6pci4hIrY6+9FaCaOy3/OnB7lqgy3MklasmerSuExhYPdHvVl0PHac4z1Zo1c4+3qnwbHgjKPTpinxavrUPGPujS3jdRwC3/a3EOSGEEELIpQETAWRHVKcKn2E2OTCTPFjiL2tXFZ2ecMx8Rn2xPX9RL4YsGVCd4V7a9eKzsJICkcKUryus+BhtdHxWPe8YskRNpa3cV+mtIMvOwX+SL+t6dtdt5KnGSAhEbQK73u3iYc3baIl5z8aRs68yGiSK1fqawNjnnfqHf58YLkEIIYRc/oy+nfvyRbYLEwFkT3hJgUwse2pgV0mFJf5020g4e6I7ShR4cWTnNBP4mS/Ln56ZLRKtmTiPrr3lpwdlVfQ5i3xYx6ZtRQoxmrU/S2Bk92H0WLxiW32avF9V3QvDCIJ49GXXboCT+YvoEC0bs+I82hclBbLLLusObvlM4KYnOwEQQgghhFx6MBFwcCwRT5v4staz7YqYyh47Zv6W7suSFda69+Q+ah+pnErSYCbh4Pny1B2QP5WP2kZx6/06qWKJ9uiYKiJb9xKIjsfatj46Rrk9MwQi+r5aQwosKupb7+tA9+ZvyOJSIeqq3kiaJV/R6p8zb1SIdck83+7tcAVw58sLQRBCCCGEXDowEUB2RPbr3Bs6kInFagKhWraNZIVFlBCAsfRsVmOwhLr11L7qa4kqqwzwXupzMLrGV6iIX8v3zDAWT4lW23ttPKVsifBqd/QsiaEpJNu8XIflUpd59bNbfmb/BjmM8rwH93sBcN3DCgYJIYSQywtOFni2YSLg4Kj+Ct6Gn6ws255tv01/VcEdrY9t75FjJSkw42/bvixbYxnNaxDNJTCbmLGU3cz75rx6nhgeH2tiPB1P9MRcbuseBtVXUFaOSQ5h8IYLzNgWdY7ldWYUtFHdeiJv3Ypee2u/XlYP1fPr3SJRnfM3AB/2jx1HhBBCCCGXLkwEkFMiUwHRdrXONvxFIr/qK2uXzQZf8bctXzPqLEoYSF+WvShOT8R6bSvvjLPi9Gat03U9W9G2NfFeFl9kT5bL2C10z4zkWE68StCKeX0tR1Kg9ZOHpEOrnE69PwpBhGHa1KNUzGOFH/eSeg94MXDVfR1nhBBCyOXNEfb3pJ6TBW4fJgLInlgihgbWPAGVOQJmxP9sTLqN589ar+6PEgrR7P+Zr6xM7ovEv9cOOPly9qHSotcELhHN2s/Am1reOx5dx/Ml9+tYZ99gYNm31LMl1PV+z54VbzfEf4W2NjnaO6HMvELQEtuFME7Y98R81N4T+7q99WenAzh/K/CArywETAghhBBy6cFEwMEx88N/Uz9yOdNmpqwqTCOb1e2KavDsLNkv/WzTl7dPikNdvs3lWLdEbUTluLTN6Km/1SYrG/bGC3MicW7Fk21rX5nYz2IW+8In/5WPitELbea2Bk7mbCr25NN/3RkksxW9fSCKWdu7/ctWQwMIIYQQQs4gTAQcJPqX7ibvvo5+6VfLZ4W5LvME0FLB7/mwlpb/peuRj+i1fZv60mVLhyhY9rNZ/qWii+KK9nuCfNjXPnX7rMwT5Pp74/n0Jsa0fGv7MyrVsiXObVv/0ys2LJTyrtwm+um91VFDni7vT1Ek5q020pY8FVZMln3rVpVccTNwx1c5OwkhhJDDYDwW2Zcvsl2YCCBYLvo29THrd/bRXbVNRRBmbTcZ328tvbqbzCdQUThRW28Zif/Ml1Rs2XAHWWYJ58jHzL5I/EftstdEym0l0l0/kVLNkglODK2tNyvnTatuw2Rl7kMrT5NdWq/9TA4nO52zp3zw0O8Fzl9lHAAhhBBCyNmAiQBySmTCKhJ4MyJWPxbctb/hMxOfmdid8RXZyMR/JOg9ZsR/lDjQ9ryZ4KQPSynqmLMEgTeFvZUA0HF6Psd2dL8lwjrEu6eyrv5OnC05/h4ociuMqJODVc/qNKFDzXIa1eSDblP5GsjbUfu+4cnAfT7dcU4IIYQcDnx94NmGiYCDIxJI2/azpExuZ12jMzHtqZCqv6W+vVi2fd69LueRUK4I9Gw5fEUT8kU+LIGp16HKKsMHLB+Rb8uHdyyz27KXg7Sd3aeZqJf1KpMTZnZGrFr8J4o5++pZnR1gLLWNpW9WzN5YWfnqebeF5s5XrnpVEEIIIYScYZgIIKfMzCvmZoR0VZx72zP7ZutVEgozyiU7f1m9GSwblbJNkyBZz4eIbSdgMvtWcma2l0iFLHHllTm2zBBVYmDm1vXeHuDlfbKckNdG+5dU35YpbVuXb3Cvvw7c/EzHGSGEEHJY8PWBZxsmAg6OJYJjqZ9KeVXsZ6pj6ZPbqv0lvrYpvC2kyrGeOEf7I1WW1YmOyztfkQ3Lj361nVfPWo9eZC/rKJEbqkVPsepjHejz7U0sOIulVKU9fUwVe3JCwbU9c0LBftyVdjuWldEqXrl3qr0EgNeusg/wO7aY7RrwwG90DBFCCCGEnC2YCCB7pCr6o3ZLxHVVuHq+In+bxlbFsjkj7i1bVryR+K/Uz+KOzm/Wn3ys68e82fnWNq1EgRWrN5eAR7X7fxSnl2TIJi/M3o4gPideI2gh7PVem83fKtOjVbxLatnJJvbLEgTedpRwsBj7bvk84IbHOpUIIYQQQs4WTASQPZGJ6lmRXh1MvNTXDJ6v2e0KM5PyASdFs/dk2out6s8ri4Z+DPuZmov8WGpxLKXwzxIWnh/PvvQRzf7vrQ+8ZMbs+H9pz/F1IgFQ+WD9loG7j58O2T8v+6o1Z3tmnsOZBIB3q2S3lew4I8sAAFcCD/x6wwAhhBByuPD1gWcbJgIOjkhFU3bUAAAgAElEQVRYbNuPXHr7o7IZQRi12dSvpzo8UbfptqV6LL+zS12mP7NJhupS2s1m/s/KIsEfCd3MVnTOI5Euie497x7VSYRIHUcYdU3hP4tql+VUvH2R4M9EeuU06PkIRpxa3EeXzfu6dAD3eBZwzZ2Oc0IIIYSQswcTAWTHzMzEX61TEeVe2YyvyDaQP+3e5Dgye9sQ5VppeTO6bdPPYBsT3XkK0XsX3cy6ZV8qTeCkXyu+StxDsA/bmwh2Ya+t7fUolsieSnhU5j2sTFtRKYMqs+zK/dZtZvnQ7aRtN76rgIe81giOEEIIOWz4+sCzDRMBB0cmXiqvxdpUYC+xUxHRM/5n7c2w1Ffmd3bm/EiUR/WHr234sZSa9KHteFPN63pWAsCyP2zIR8SyrjcPQHauZPxZMsGyWz1HETKJEMTcuh2aac/q5CcaViYC1Ifm5VK8pIJnI0sGAPYp9eLwbiFddsfXANfc7hwwIYQQQsjZhIkAothUBC/1U0kc7MK2l2ioxDGbEKkkNSoxAfkbATwbs0+cIz/R5HhLnmzrKdyHMB3rlfOi90vlabWNVKFny0L3prBiz+xH6HMil1Zdw1+z9q9tdEulByHo0zlzmSw3s6e/OkVIVp7ZvPK+wP2+wnFECCGEHDacI+Bsw0QAOQWqwreqCrxf/VW/gK8sKl3YK1jHmK1Xl1qsazWWtZ+ZENCKMWo3E4elMD1mrr+VDJExVe476zh0HdnDIUoC6LJKwmBcW3l9o+RGhHxFYPY58m9Nfdk8ga/ry215+BZeOzjl3mnWNqOlrHf/fwycvz4IkBBCCCHkbMJEwMHhCZmIJU93Z8X5PmLKYtknS5MLmejOVFNF5Gf1syEAs3YjH14dy0d0Hj3VqN9vV7Hl7a/cy5ZaBU7698q8x+iR6nU+bX38vXD/WVWsWfatsLPTGk21YY3kGNtW3svzIcu8OQF0u6sfAtz3iw1jhBBCCCFnHyYCSIFtiWbv6Xr2yz16rOe1r9aJ4qu2i3xXFUp0XirnyRPLlaEDVT8VFZclKiI/sly/7lD68dSntumJYp1k0O+3y9a1Pc+2VTf76LpWDw+g1jfei1nNKdDkhILq492WFfGd7bNCrM4hOT7R7RfdZtatqBMLD3w5cO5KJ3hCCCGEHGF/k/hxaMD2YSKA7IlZYayZmShviZiP/FaTAZGQ9ljSs8F6h1u09GZZ25YfnXiYSQLMvrIQAM6t21XOnRbolXsuS25o256Q1zY9G168UV0vIWC0OfEaQY0sX9vruDjJoDwEb1oCC++yV5MI2a02yrweBclpcf0AwPWPB+79mU5ghBBCCCFnHyYCDg5PDOzDT0WELdnOlITHkv2Z0qgokUrCIJuYb+lSYonYbfqxut1b25seh44782HZ0fu0cJc2PV/Rser7tGGVQ7eEf+WcOeej6ziXfN/bKglQcRuEciL07JRXxLq2KfdFL8eI3oxp8cBvAtq5oAIhhBBC+PrAsw0TAWQH7CIBIMsqdTN/26xXTQJkyiYqX4p+T5v17rVt+NHMCvlN7et+3bP+9MBxT5hHZTo+T91ayYQl6FiOnPUoIeHF7UwSWA2r4soaq+/loay20ldmP2qvueJW4OZPdBoSQgghhFweMBFwcOxC9Hl+Zsor9maViVQZ1W7kVfvyaTeMZWU9WlqPNJc+rc/ayTHyS+xHj2QtH9ZxVs6PZ19uWwoxW5f2vf3ePAJQdS0sUS7tRKo2+h4ZNtuwdQ7oUe5ctnPiy74yXo5DlkcjF+S6NzekNxyhG20qvqxLq2N++I+DEEIIITl8feDZhokAcop4gspaZu2iOtJWJOhmkhSWUK/GFSmUqJ31VH+p+I/Q58jqVeDFIW1Evj0fUHUrbyiQWOJa79M2PJGeJRwsFRmJa+sYrJi18q2oV2P/SAq4bwXw4jw6aTobh68vbTYlgQ7ZsxWdhuhtA9p+9fa/12cAN350UokQQggh5OzDRMDB4f0634WfpdvRr/qZ+kviqpZnakirFqteZCOrYwlpS5R7It7CU3Uzai1jVrl5vmSdSk8B2f7IaRcJbk+ES/Eu7WaCPeKciFMeYyb+Lbq4VYbI17b9puE+71Rnh+eN4tB2s3gKhx5ua3/9PPCAb3CMEUIIIYRcXjARQHbA0iRApCSWJi8yNbON8pk4Nj2OipBe0i5jiFOgNgP/jB89WDxLNlSTMNG2lVCobHt2xvCTase1KMZht2F13memx4kSEA3o0RwR60/29YuexFfzRJXb1Aj/xOnV+a/K193K5XQAtz4PuPbhgQFCCCGESPj6wLMNEwHEoCri9NjyWdsV0bhJUmCm7SYiP7K3bbsaSxlVfGZKTe+znoJnbT1/kQ+JNWlf1YdWhdKON2ygsm3FoJ/WW9dAJx8yn55atdp5ZXr/0fqVgA3xcAF/c5Go12Ujx1GxrfdZeQzZ2QXIX8Bg0a4Bbv/aIABCCCGEkMsLJgIOkm2J0xlRXUkAzGwvEYeV8mh/5l8rlKiuJQIrS+3HoyLWK+egEk/0JLzqwxK5Ut15+7P2HfNDB6LPqOP1bffihrOt8QR9dC6i6+sMKcjmD4hyIPrSR/ujnIdlX9ezvlJRpxHv1Hm+x/Zt/z1w9QOMxoQQQgjx4OsDzzZMBJA9kD2Sq4ilmeTFkvaVx5HW9iZ2LWHntakorSi+6hTwWjVFEwXK5TnkxzG2Z16dp/dnU8NL8Wu198oqviuJBV1X95qxxuZHbxXwfFjnYf3pY76CSGEPxD3YVTInO8zo1HquK0kD6TuqEyUropg0524Cbv9qYwchhBBCyOULEwEHR0V8bcOHXOryqKy6HamRqHymjicE9b4lwryqaLYhaD0idVdZZnWsepX1bP/ogTDErjXp36xPHbO2XZkXwbOl1y2VvMH3wBT+Hsn+qlCPwvIOK/qqjn1ZZxcv/zFrT7a55YuAK+6VOCaEEEKIhq8PPNswEXBwWL+cl4z1l/aWlEXb1X2VRENlX9VeJni9etH+SABHbSv7LeHp2bCoCH1Z1/MzM4leZF/7GVi9HWbnSvDUa+VtC5l9/dE9QWa2jRjaelLBPjup4JFa4uSIEm8eR20Kxj7rMCwRb/mI5o/s8E+VjkvOG2DZaldzbgBCCCGEHCRMBBAsEzhL7FeEeyaovTqRner+2fOwRBzOPnLdhZ9qWyTLqg+p7KzZ3rI4tI/oPGV1pE9P/HtxVabLj+xaCRLg5HABbVv3RrCSCz0f93+srZ47wGnjhZVdev2KQCt8y65+W6UXWhaX5ccqu+PbgCtvMhwQQgghhFzeMBFA9kh1ArVdJibkY8JNfXlifkb5zNjfpp9IAGaPWS1fVj2vvX7sK21uMn+AFtieCM/EfyT2vWSDZ9Oqq23rx9aWvSixoOw2uV8I/64TAIbNSJRHt5lVlnXjj24PvT+LI7I9bOqpI65+0GpYACGEEEIWwdcHnm2YCDg4KgJrGz6q25HommlfiWMQ/SmZEc/ZcSwtm/FjKaSKjRmfsk3k1xOt2TJ6TWC2nt3LUlVaE/Ut3ZbiXd9PUUIgYky46Ih0175Xt62L7g5srdtHp3ZmZEd2O0b1Lf/ebZjZqSQdbn8ZcO4qJzBCCCGEkMsbJgKIg/fLfZP5BDK7S/Ztw78Wd9V20T5LHGbrGRVxmdmOyjyRH6msSgIhsq3bVPuGWz48//L6zqjUKpX32VX9erHOqGIZWl/ZCocLBOHo8iwXFMYi6uqvmv4KjjpeXsTJe5h2rGO49tHAvf9WIWhCCCGEeHCywLMNEwEHR0E8pO2X1okeO87UmxVxkVjW5TOx6/XoT1TWXd3y79WNjjl7vZ62UVlGgj2yV0kSeHVmZ6az7HacHGrgTf6XJRMk0Qz9VtzRthenVMuV740+ZhWjOdpjvW/m6xAd3kyeonIY2WWyfHhJA23n/q8A2jknOEIIIYSQyx8mAsgeyETsjHCa8beEaHy85SdKVFQF3Lb8VMRsdP6t7vnZEqipQ0+hZbE1XOybHvUM8cR/hPXY2IvFGlsPp+6wXVGwkU8vIaDbDjE/jr14T3WsewwIrFOn1yuHNtB5F2uKBeuwPN+6XjU2Wf+GpwI33wVCCCGEkEOGiYCDI3pMt00fcqnLt7FdEbYRWZ3o0WMmvKtJAYl+X/2Mn9n9FUG+JCEg21oz3W+ytHxUjqWyrtVp9NFxWOtjW78VIIrZ2obaFva6vF+8+CLaKgkQhYOgLKqr21nLmTyJ3vYO03pTgcUDvuniGxYIIYQQspi7sb/JAvfl55BgIuDg0L+SdzXmP6qzjQSAXJ8V9UvraPUyM3eB99Tcux4zoi7DOk/RlPCzdq3HyJa41nWqSQDP/tJzJNvNPumv2pUJkSHit2UPKyHbl4yWk3ZUez3GXodr3TLeoVk9Abw8h4c1R0BUB04dyZX3A258esE5IYQQQsjlDRMBB882Bee2bWYJAM/XUuEftfOEbCRwrXae2JxdzsTk7QfyhEBFnGfHaM0Ap5mxbwlgy3e2bn3kfv2IuWrX6w0x8CYX1NuevXVMF05rdDxa+DuqupKn8G5dK3zvlsi+LpGvKJdm2RmHLcsf9pOGM0IIIYQsgT0CzjZMBJAdkwkdvS96tBfZqsaR9UmeteeVRWJ8m76zBEOlHXD80a0nZDPxn+3zfM/at2zKni2W6tTzHxhi+ATjfFTsVuKNzkclOWG1hejmbtjt3ny+vXb7VYT8hThUeXZrjvKot4BVx4onin20vednAdc/LmhACCGEEHI4MBFwcFQE0DZ8ZGXWr/qqvUiNRDEs8RX59MRodXy8LvNse6LdU2ZLRKlc6qRApPpmu7xn9rPj8ESydV1HmZdgsES95ceKy6vvxZnFO+zN2PLmHhhzCFTOkXF40WXXpwBqWX1pheV79jbSsVin+gLngfu/bMIBIYQQQjLkr6F9+CLbhYkAsgdmkwBLhLom64Kut7MZ6aMyvR49Vc/szvr29s0cS8VGljyoJhlm7Ht1Z6n2e/f8LFWos9uV3iqJoHdtKRszp9rKWXhtotug4qNabtnw6ADu81zgmg8vNiCEEEIIufxhIuDgqIiIbfioblf2ZSpkk1hkeUU8R+tVEe4dY8VP9lYBq3xWpHuv34teE6jJYojOVxRn9HR/7NfH4NnzPlY7y65nB6Kud+7lx5rq3qofvX1A7R+vBTQvT/c3q8Lb21/5Clm+xv5o5n8rtuzSdQDtauB+X+sERgghhBBymDARQPZIJJQjUb+k+/kSZmfsnxHx0TFH/iIhW/FX8SH9ePsqNjL7lh8rTn0dsmOXQjiLt9JTRK974t+zHYn6SqLCU8WG3+4lEgzGpILR6V0i9iunXbYNDufE5S8clhmztHHrlwJX35EYIYQQQsgsnCzwbMNEwEGyiaCbsR+pimw7q1N5bOkxoyyAldLxxv9X1ivqSi+jtkuSDtKuFKVRDJWlRE9MV50rIUt0SEHsCeNsPRLxWphXxv5729pmpH6jbSPGnvUIsGwIO219HqM5GaP1yuv8dDvrK6vbettZmVWu19sVwG3/YxAoIYQQQshhwkTAwaF/Obeg7iY+tr0diduZWJbU2+Sd9ZG/SNnsy0ckwKsC3vIxkwTwsGzo1x16MSOpp0W1niGvqlbltpdAWGJvxChibQ0XXxU4g4qnOn1GYCIlehNAVD9rY3W60G+nhNh34zOBK28pBk0IIYSQGdgj4GzDRMDBsmkCoPI40CrLRL9Vd0kSQKqEaqyZHy/2TJRG4jKzH9XfxIf1LvtKUuBILb26Vfu6rPIKwRF/Fqve1okLXU+/KjCyNYiGDchzcA4np+L35lzwjr2vQ2y42DvAamvZWn+qQt4KQVL5WmW+5H6rc4r2UUkWyLJzNwEP/ldJEIQQQgghhwkTAQdH9Re6lSiYURGblFkCbalv79Gh53+JD102I6yzNnJ/lHConF/veDPRbpXp1wdG18hScHJZEf8z59CK35sAUfuVMQ/0i3EqcwZY29b9l32cmJscqqKOu+vj9RIfiOd/9MKUhxPVLbgP62ZfgWhKjw7g9pcAV9zD2EkIIYSQbSB/cezDF9kuTAQcHJVEwKi3TZ9eWSR8MztRjFXBV7FXEaGZ2I1seCLfE6fVbveej0jso1jfWkZx6aSBIWDNmGV7SzVK5DXQ3fz1sWXrkvE034pJ240EvDwPun6klCPEPXFsDoGAyldAC/2KncqfFn26o0PX8XhtrViuvB9wy3+XBEMIIYQQcrgwEUACPAGVDSuoCpqZJMA2iI5nqU9LjFamUc+Uj1emFdoSHzN1ZpMBFfuWorPKPfuV9dk3QFg2ZFml58OMvUHFXkUxZ757fHq1GyTrmR1vn7ZllWfJh0r7274GOH9dYIgQQggh5LBhIoAIqoJc/hLXSYGqIJzx5W0vEbqRgsjae+vWAGfPTqTAvLq6zqY+LFuefUsAV5SiV9eq48WYtbPqaLvWuH/t0yqLPt4Tfc+mFX/FXqZ4VQ+AMVygyxj6yabWYUpkLstqE5g3Q9W+qoIfTr1s+6oHAfd5fhIYIYQQQjaFkwWebZgIOHiiX/RVoT0jyKuCf5d1LGafIHtKJRP0Xp2s/bZ8ePWqS2B+zoZK0kEL4ihWaWNmmIQ3lX0lGWDFoZNg2XCESNhLe55a77g4/j9KNgxbXSUFgupWMmDJbWqVVUW9F5MXi1W/A7j964BzV4EQQgghhPgwEXBw6He9Vx/pVfcvFfqXsp9IXFYVkec7Ukqb+tM+omNZuhzr+nV8VRuZcB/3a6YoJZlf/Q4672PZ9LZlvBW70bYc9x/F5cUpjrOtt635GPVhWJdAt7EumYd1S0T2vVNixebVO39/4F5/OwmMEEIIIdtAq4pd+yLbhYmAg6MqojIbm9Y5S36ycf9L1z1xuakPT61Fj1ZnljqRpAX2jC2Jtm/ZnlGH1j790ZM8RlQVrI5lBmWrNZEMmEGcw3GYM/+D6ksgL200XYIXptUexjJq550GWX7rC4F23jFGCCGEEEIGTAQcPEuF9LbKo/1LEha79hP1ma6Kck8wViaki3xURP5g6aR33vFKu2N5hJPH5PnNFOFoO4hm8ffOiyXah52qqvUSCvr8V4eayF4EWqmvbTYAOIeLbwWoxASciMkS4NZ6dEoRlEWCXdfNOiV5hyPRyY1rHwPc7yWGMUIIIYTsAs4RcLZhIoAYSGGqyw7dT5ZI8NRQJQHhKZ5I5M8mNmQd/To/z06kxiK/lv1IrM6cLyuxYD0+rsQeKdGxbsVfEfnSXmVSwOAeaMOmnougwx5C0I81PxZWJW9SIbo1rbpWZ5Kqzyi5AAC3f/PFCRMJIYQQQkgIEwEHR/a4ThL1JZ4RVZeDn4pYzQRd5VFqVHeJj+pS+9DMvj5Px7TJKxp1DGNd2gaOj1SzFKqXJLCSElq0WzYB+9xb297jeItigqF7g/CT8OQhZl8J7/CiHIt3mj27Vrl3Kr2kxQ0fB9z0bO9ICCGEEEKIgokA4hAJxG0+dbuc/FREYiQcs3LLTjVBUcXqnp4ts8QBxLpWoVliIlKicl3ajVSnF3eUKNBkbbO60X5dHuwfPQS6p46T6145TZmZan7Hm2YjyGEcw6sz/N/+cvYGIIQQQvbMEfbXZZ+TBW4fJgIOjuiXd1VARkJjydPOyM8SsbwLPxUxqanMJ1B9rJr5yPp7W3YH0Z/WpT0BKmqvIX5SXrnGHWZXeVdwWwJbr1tvKZAxZ0Lbs2/FJXszZN8rfbzrzxDAvR+vn+Umsq+ItZ6Jecu23rZ6InhfAe9SyvWb/jpww9P0kRBCCCGEkAAmAg6aWSG/zX378LMLH9YsZxWxD/hifakPz6/HTH1PuI992YSGkdC2ltq+F4sl/qOYM7zkgFVPLis9DypKdnAOx1+VKKuP4/XaSh/ruLqq542YkHijITy3Vjvt07vlvA4hVozWbTRsdAD3+4YgOEIIIYTsCr4+8GzDRMDBMURFdVbz2f3yV/vM5Hz78LPEx6zYz8q07czHUr96fRN71v7I/qwgj2x7kwxaMXp2dZkeW58lLLx1qWazhEJ0b8ntvi62xv9nyQplNzu82dNduQXk6dXtrDZ6/yBLFIzltU8Arnu8YYAQQgghhEQwEXBwZAmApYLc8rMtUR7Vrb5qb4mfaLsqnMd6JjI38ZGJfm856y96ZZ+uG5V5vq34m1NutbX2eaIfWH6PRqI/Eu5Wff3qwA60IeQj4f//t3fe8ZYUVR7/nWECOQ4zJHWQICgG4gKiDKKoBCOKGAkui3FRUXQRHTCwi2JYcRGFFUygKC4gBlAZVFYlmFAkKOCSgyTJMHP2j6rm1qtXp6q67333vTf39/18+nWoU6dOV1f3u+d0dVWq3USyuUkLmvSSY56alCGeDCI2pVROvC45+7HuMM96x4IQQgghhLSHgYCRox9nrSSbSx9UgKGfctqWkctXEwBIOc61ttSUkXP6Lb1A2gG22kVNMCGFde6W026db+hNxuV2cdRjufAb/ZzepdHasj31zb9lUyHAMebb/1wQofJ8U9lTx0uU4h/xfhPnyDWduApSNsXH1ng9sOrOLQwnhBBCyCBZguENFjisckYJBgJGjtKv/jaBgrZBhZxcW8e+ppxBnkvq1WR8vMbxL3lPcRnxsZyDnSqrJmBR4/C3OafG9tjmkhNdY3dM6DWmBg3M2RpiffOf83otTzUVYCgFAlJ14pcxg+H7Y2ZwIKEmJjSx5GznqiROT+XPxUNiapr248wE1lmUSiCEEEIIIRUwEEA8/TrNXcuY7HLaBhRKDmXXcmsd7ZINbessdNyrPLCETM6Rjz1Oy4vMBR5Knq11Hjmbw2OxfPw5Qq78kjOfOpcuS6iqZEcG61Igs11DRdHJPCE1EzI0aWsdAMzZqGWBhBBCCBkknD5wesNAAIHtaJbkJquMGgd1EOXU0sULaqs/XLfJk9rPOds1unLHrVe94fHUpPIpuyy9lqNcO8VhqoyUsx7qtIIHOae82ba68KdsyqUt9eMHSBAQMKi9NOHxUpylphnktnNxmFQcJWWbApA5wPwjDGMIIYQQQkgNDASMHJbjYsnm9ExWnsmwK9y2Pq7OvVItOd9xuvXNes6bsspJ6Wmj39Kb89ZqbUrpshzt2Km2bK8lZ3et12rZnrI1pAmGhJ9NRPnN7v8JfT4+UO1kt3kElJp4nDd32qWmkDoW61rrYGD2BobBhBBCCBkWnD5wesNAwMhhOTk5+TbpbR33qVJGLNNMsVhy3IF0febSc+tavTUOcOzsd9FnyeYc4DbnmbLd+q7eymvZG3vGYc+E1HgCtd5xoze0szQloXXMBwTU0oW6bYELHJQc/tzpWJcv3g7JxWVSpKo61+zH6ZsNzP9AoRBCCCGEEFKCgYCRI+cd1HgNJblBBBdqZAbh+Kfkch6KJWMdi9Mt2bYOelf9/dhu6UrpqOmiH89FZ5WV0pPTnwreWHXQ5lOCMG+oLzV/nkXqlX2jI1yn5HPz+PmlxnGPVecuraXHujTxvnW6cVo47map3JUXArPmJxIJIYQQQkgbGAgYafpxyNs6UE0eQf387W3K7nouljeTOl5ymFP5c47oIIIMNa9T+3F4U3aUrkspb2qJ0yy9Of0lvSl7SzYoes5+6pOQ1OwRsd3hfvwpQKjGXye1zjNlU5AWxwcsM8LiLec8dRrWZbcG+UtdztKQC7lyZQVgwamGEYQQQggZNpw+cHrDQMDIUfrVXXu8bZnxduOxWOmDKi91vE1AIJeWc8BrggYp2gZJagIMOSe4pLdGZ877i53XuOw2NiPSUavXCjDEpM4jNaihhdWec7pCx79hRi+Pih8gsBHPnEfOwbaqKbVvTSsYmx6mlTpixPrDY/FMi1a567wfmLlmQogQQgghhLSFgYCRI+VIDDIIUOPE5myp0VXr6Nam58qq0VkzAXqN020da/bbBDJqsOa6L9mUc7hD3c1+zcCEViAl3o4/aK/Ra+lM1Vk47I1Vz1b+2LOtKduqb3+u0gQKcmWqffmbMQnbNO821RqmpQII1pcfcbmlR8FyawJrH5IRIIQQQsiw4WCB0xsGAkaO0i/uUG6iGaRDa3kgteXmZNps91Nvbeqj1mG3ZFLbufL7SYu90VyQJpcWH0vpLV2HmvL6nYbQCoi0sSXYH9fRwNBXU72xfO3jIKcj1teQG9YgRe4Tg3mHAcut2oehhBBCCCEkhIGAkaT0y7/5xd4lf43ufnWVHMQaB7W2DMurst4aW/s5jym1XXqLHlNzXin7a3Sm1rljVh90q/+4tZ/SX+O9xjJWjwdrie2tLc/SmxlHYNxnAT6PFspVzX9ZY43mb6m0LkNKLtV8w1Nt1saXEFW3bxjjmTkfmPs2wyBCCCGETBZLMbxv99kjYPAwEDBy5H6JS7Q/yDJz+4NI6zc9Z2PJi6ohNUpaTJtHXPyK1dKfC5DUBk/i9JSe1Bv/XJ7mHFJllpz/XMCg0ZtLz03PF+eJbSx5wtY1sHQldDdBgMfFY30SHNfxlyE+3fi0UkUjkbemSaQuTbMOgwFW+XGeVJnz/g1YbiXDCEIIIYQQ0gUGAkaO0uu+fnWH27kR1duUW+OwDmK/5AH1s285jym53HYuPeURlvJ2CRTkXjfH61qZUG/OI22jL9Zr5S/pTx1LfZJgBQfiY6G6lL1NepRXw4xBECBVTGodk8prkarSnO5U/ljeqq4xOucAcw+qLIQQQgghhNTCQMDIUfvLv6vu1H6z7hIYqHW2+3XSw+1Bl1FywEv25LYtB9cqr00wIOcMpwYatGQtRzq2P9TdVq/lUOcCIqVztAIIAjeyf2qInFTbTtkWBBI09TF9sK3h8cQ51nQ2CU2LTyXczpkfYnVIsb7zb/LEx+PmFB9f+x3AjOUTRhFCCCFksuH0gdMbBgLIECh5KjnH39JVe9wqq+TEtz2ec7jb6qkJUrSpM6vMmgCApT92XON+4Cn5UtAi1tuQ0wH+NeMAACAASURBVJsKKMS6GixbU3Wcaq+p49Zce6UlVBEGBKKeBtkZA4Licl9ZtL2kcV5LJnfqNbZYdjTMWgCs9/GMACGEEEII6QoDASNHzavDfnR3kW3jhNd6MPF2zrnOydbut9GfKit3Xpb+kiNfU06Np1gTJGi80dDRtpz/3HZOb7PfOPGlXgO151aSrW2H1lv7hOy47/5DnQJgid/N1F/uFirEDpL5UpcNibWlp9bBT8mHx5plnUWAzCooIoQQQshkwekDpzcMBJAhUnKoQkeoNqjQJghQI9ulvBrHP6ejlFYbzCgFLFJpbeq6pMvy7krbqf02eku6c3LxJw5WuWEAIhfAyJXbwrPWGch3gksEA0JKsxZazcf6SiGWi9e5JmhdxtzlnbMpsMbrjBMghBBCCCH9wkDAyFHjtPSjux+5+BOCmjexXRzCfh3qtoGFnANobafinm08s5ytJee1jcdnOcXWdczJt9Fbkqst14ov5/KWdOYw2syYw/61vDRjBOQ85oQ5OYe7ZEpN04zzWBMrWGXVVNv8IwHhvydCCCFkKsPpA6c3/KVFhkDOOcqldekZUBM8aGtHKDNR+ktObJuycvlKZdQGPVIytXPXxd/C5/RaTn/Ojlg23I5nPCjZmCunJjjR6Ar2NUrX1NSLEgQAAk9bYzsTxcdFWvEjK2+KUlzEqs7aWya0cfktgNVfXTCIEEIIIYT0AwMBI0fNr/5+dNcc6ye99Lqxn/3aV5rxfj/6a53y0rblkLbRXQo41HxAXkoL142z3WZ6v9yxsEdJaorDLrY22+FXcDmnv6ZeLQ852BefrmGauONWVRmqxh1vm7ckH8um4hqhjlS8KEyffxQgMwoFEUIIIYSQfmAgYORIOSDx3F21erqk1wQhujjZ/eTNOYH92FPrENd6WTEpr650jiUbY71tdNece8pBB8b2L6/RF+tM2RgP3tfG1nBAwiZ/abaB1HZKTyiqUdf6KF28TJy3NO1fatzGUL6UN5Wn5paP9adk4nUoN2M1YNWXFQoihBBCyFSA0wdObxgIIGjvgLbV0yZo0NWWWme95Bh30Z/S20a/NQ9bajs1Un6KnI3Wdo3T3JD6MDxXbsKZTdpm6U3py6U369Q0hKn8ubRYb1xGvG1NaahIzhYwztFX2NMGxoEEw5zay5g6xdqmHufJXVrrVGLbnvB1PzYCIYQQQgiZSBgIGDlyv9gHobuLXFdntrTfJgBQ4/zl9kt6U7I5OUu2pCNXXjwYoxVUKOlOpYdvyy1PtBaJtpdi/GvqlH0pYhtT55SyN7VtlZXSk/LMY/mUuZV12CTFMyvW3N41jnztKedkFfVxKwBY4Z+AVXbPCBBCCCFkKsHpA6c3DASQIdGPs1+rM6erNvjQtry2AYTaclNd5dtQCjbkjuVkckGDuD+6ZUfb8iRa9xvMAdKfDaT05Zz6koMf7Y9z8lN5rGP+eK4au0wZGOerjFdU60/pti7P/KPYG4AQQgghZEgwEEAi2jhstT/aa53wLg5vKm/Jg+liz0ToL+W3vKsuDn3J/pLDXhswCF9V1+QtOfXA+KBCyeNNlZlz6HPf/qfyxzriGHUpQNAcjs9Re+a0qbJcPKMmPtU1RpPbL9kS27ziTsDKL2hhCCGEEEImG44RML1hIGAk6cfhzulp60S2cV5LZWbeopr7Oa/Fkmnj5Jf0p5zdkk7AHgSvxpHOnSuitJTueF36vCC2OSdjlZ2aC6820JDSm6o7a53qqm/pyAULUvJR3Y0pPjjn5LgCieJqpwwM86dIVUOquixb4ipLfTUSM/8j7A1ACCGEEDJEGAgYOdq+Amyru+ZY1/Surzxr9nNOahudNfpry6oNWljOZk2+3LGc7lzeXFpqMMBavdax+DOK0hKfX7wfTmtoBQJQue33NZo1oJktQIM8grHpzXZzPDUtX+5UGqyJGmAca/IYp5LUYcnF6akqmr0VsPJCw3hCCCGEEDIRMBAwcsS/2Lu+hcs58F3TUjJdnO42sjkndhDlpc43fl1bMzdbTM6zqrGl5MgPwkEv6S1dk5pjzZJz2GtJ5a0dSyBnW6SriTVU24SxeZrt+PRSUwaGRcemWnlypxXv526BuLOIxdqHFgQIIYQQMhUJf4ENoywyWBgIGHkGeVtZutoEBtrIlgaPi4/VeC+lctvqr3V2ax3LUnkNpb7hqbJLnlvX47UeYShjnW9umr84uBLKpYIm1hLbEutr9q1gQa4+gmBAbHdyGsFwnTiF8NjSYG3JWflqbo1SNcZyKR1x+krPA9bcF4QQQgghZLgwEDBy5ByVQehuK9PGuSzlrXmdWeNwty0vd97WkOw5nSkvLlVeTfmxHSnnvKaMku7QC22jN9afqq/clHq5ugqPpZx1y3HP3SNNQMCyKdTh15qqh0bXUoz5DCBMzzU36xRqb6dczKJG1rpdaoIAIescbRhMCCGEkKkOBwuc3jAQQIZEm+BDl0BFyQOq8U662NglgJDDGgSvTZCl1uluG5SpOdec3tqgR7Pdtt96ylPO2ZQLJKRsDPWk+ubnygy2x2SN9GiwoQm7c3GTWtNL+VLlhMdKVRvLpvIAwCp7AitulzGCEEIIIYRMFAwEkIiuTmutzrbeR1udubezbcrsqr82zdoedPf8lEyN51ajs0nP2Zx7dZwqJ+fM56b5y3mpqaXRZ9lSuo5xYMKQtUb8BzD2XGSsbCnO0azbml6zHxPHSxpSE0akZK31vCMLBRNCCCGEkImCgYCRw3rz2VVXbr/r8Vr9loeR01/rkHbV3xbLe8qVG+aLt+N8Oc8s3LbGFMh5gV31WranhrcvBSgsJ7/Ztj6Yb5CEjVZgIz4ejxMQkipLe85+HCB4fFfGp4XpuSEScsXnmpk1HqIV67B0x3rj7bC6Vn05sOJWCeWEEEIImS7w04DpDQMBI8cgAwE53dYw5ak8tWmGc9XXfnis1uEvBRji/ZQXZ5Xd5lizn3KEU3nalGE552315pz20sB/bY6Fdpa8UsvWlI0lbzujP/z2f9x2QY36P5YZpSqpHVMxtiN3+talC5FMeqhv3iLDCEIIIYQQMgwYCBg5JjoQEG83rwJTMpaOnKdildNm38rf1sEv7bd1Ikt2WZ5ZP/rCY5b319bmnO21QYScxxsPj9/FU07ZZXm3tXUS25MLAmTaeKpHQI7SeJSxXCxv5YljeXFVp3TnqrvZn7URsMIzMoYSQgghZDoQ/noaRllksDAQMHKUAgGp7/5rbz3LKY7XXQfE6+KEh/ttHyGl8krl1nhltc625fTndJdsy3l4td6epTdnb64ec15krffaeLvW5ws5G3M2W0GJnK2NSd6ucV9KeNlxAQIdK2cN7mfFNuJTsORqqiX1xYZlQ8q+MdUhwIIzE4KEEEIIIWSYMBAwcpQc4n7ibTWOcmxDm/K6BAL6CR7kjtc48JYdpXMPncwaHW3O23BWiw5xF701nmh4LH4FnZuSsG2gICdXoyucNrA5ZtkV6QidfA1krGkDS/dErppr8qXyWE28ZrKGVL6YJpCx2muA5Z9WtpUQQgghU54lAGYMsSwyWBgIIAapX/ylWQLaBhhSXklpPrTSsTZeS8mDqrW5hRNXVUfx6Pi11HiEoTfYZQ65Gr218nG+OH+pHtp4wtZgiJbOlG1NQMA61+BY6PxLsC9qxGC83lycxTqVWL6m2ZdiIWHemk8PUvGZcekzgHkfMhQQQgghhJBhwkAACah1nK3AQK0TXHI+uwYCal9z1ubPpdfK5gIH4bHaaQNT60HoHrTekr2W5xmnWzpTsimduVkD4vxWN/9mPzWMfsoO6zW6ItsLoNaB79KsU/lylygnlzuW21/9dcDym40znRBCCCGEDB8GAkaanGNecuobmVrnv6Szn7Q2gYPaMkpeUc1+12BBrY4a76+2rNqeGBlHtsreGg/Xcu5zWA57rS6rzq2AQ6wj1VOgce6bAEAsG34KIb63gI7JDqAcx7FOI1cNqSpJnSYSeeKyrNjIGLkZwLwjKk6AEEIIIdMFfhowvWEgYORQuFupZnq/rk5+7ORMJ/01QZHSfnMs9sqssmpetVrHUgPitS3DSquZ7rCN/tBJzznoNWnNshRpW9voD3XVes/W9tKeMx869WPiLFFdPR5D0F5yyvEukXLm4+LiY1bzSelEYZ0qt9lfcSdgziblcyCEEEIIIUOBgYCRw/olX/pePJUnlWbJtnHcp4L+XJm1NlkyXRz/3MB0lk01zro1IGGbc2tjb0P8Br3kwMf6Ys9TEjI5vXH+xiOOBwXM5Q3lLC8cGD9YYLitGNcLoKaKUw56TeAgFY9K0SYYYQULHk8XYN3/rFBECCGEkOlE8wplWGWRwcJAwMhhOY/WL/4aTyBXVrwdOls5h3kq6M+VE+6XgghxujVwneVIp3RY5ZWmDsx5jzlnPLQ95U2WAgqpektNVB/L1Hi8qXO39ORsTenP1U8i8KDWOTSrwPFPfQZg7adMsAhjGQkzinpTVZDar4mTKIA19gdWfGamcEIIIYQQMmwYCBg5co5U6VhJb21arVcyUfpLlAIItbaUHHIrb85Bt+RqbC456W31Wo56jc6c81/bPb8mWJKysaQrd56pgQDDAEPs9IdyQHqsgEhdiprmEKc3MZuSI18qp2SbpVcBYCYwn2MDEEIIIcsiSzG8b/fZI2DwMBAwctQ4yf040bU2TGSZXfTX5Ak9rFoHvLYMRfqNdsnry+lLlVty2Gv1dr1eNd6n9Uo73C7VU66sXEDAylvypo36GHdJ/bmF4wHkTKltXrnTyuWvde6tPGEMJZVvzQOA2QsKhRBCCCGEkGHDQMDIUfMqsKveNumDlK+xvWYMgZL+0itYazvn1ZW6qZfWpbS2+kp6a8YUsPKXjufGQUjtW/pqxlNI6bHKSI1PkDgHjT1ijcR1XHJynZJpS+42r3Huc3otPXG1ySxg/uEtjCaEEEIIIcOCgYCRY6KG9ej6urE2vd9AQE425RWVAhFtggFtnPM2x2pGyk/lbau364wHls6c8x3nt65tysaSDktvqCulp0KXBrMFjEnWsftjtiN5q/pKVWzFKeK8NeMgxvaULlVufMY1DwRmPxGEEEIIWTbhYIHTGwYCRpLml7pkpep0WPsl+bZyXV6N1trU5vVoad9ymnMBiNoggDWdX1fnvFZvzjYrLaUzdSwk9WlEanaBnOdbozcOHoS2tcG4vqquzDaXI+eQp7ZLaZa5pTy5AEAqPWWHAoAAcw+rMIoQQgghhEwGDASMNF2c60HqbxtMaKs/JZtzYlP7NYGAWg+uq+Mfl5PaB8ZPoWeV0VZvSkfKbmvAPSuoENddyk5LLufVpnQuDdYpXSW7LQ85kHn865Mo8PD4rtFeNZYrnFK4LsUvrFNNxVesJpUq1yqnYY03AssvKBhHCCGEkOnMEvT3WrFtWWSwMBAwcliOXkqu31s7N51bantQtPVa2gYCSo6/ZUONZ1fr5KZorlmzDr3E2m/7LVIDJNaO2p/bb47Fzn98vEZ/xkk3dZXqs2RTIkt821g9BCw14SVMnUZsXi5WEZscrlNjMqbOx9Jn2j8HWPdjGaWEEEIIIWSyYSCAGLQNAtQ4VLXyXcur9bTitKkQCADq3uanjtWed02+mnK66sw55iXZVJkWNR/Dl7zl2BPP2BcPAhibGPcQCNMLcQWTXJ7aSS1q09rYpADmHgTMXr+DAkIIIYRMJzh94PSGgQASUesB1AYKct5Gm7JLzm24XRN4aOMFWa9Ua/SXAgGA/e38oIIlOftr6jU+3tV7LemzrqX1Kto6r/B4rr996lh8XcKAQAt9cYeMJm8qaJCiFP+xTr0mlhSnxT0DrHKsssNFlgfmvz9zYoQQQgghZCrAQMDIMSgnrtZpbXs8JZMKOrR95ZmTrXH825RV2rac3lKelH0pvaXARS4okJJbGq1rdcU2pWzMeaexE45IJrSvNmAQ7qc837gXQWxbgWSR6rcLemovXe4S1dgVyofH4w4Qqfxxnlh2rX8BZq1XMIYQQgghhEw2DASMHIMKBKT0NutxH0l30BOSc0C77ucGzOu3rEHpzgUoct/n5xzY3DHLOa7JZ6WVpuPLHUvJhBPVlPRa2yU9NXb4RTUS0bFFAhg/4l5CFVCu+lTso8bkVFkpwjiIVa2l2Mh8zhRACCGEjApLMbzBAvlpwOBhIGDkmOhAQGrbekRYdtQ4x10DASVdJWeyq+5+7M7ZUirXsqHGuyt5lm115jzdgsM9ZqkdXj92/EMbkNATE9tkTFsoQLLLfzxbQO7WC08rtU45/jlS1TbGJkN2nO0ZmbiqV1oIzFq3wjhCCCGEEDLZMBBAKqj1PEppoTdSq9eiRket823p71d3Kn+t3hpdls62TnizznmaXXWG69QodmG51icINdfPcvyt88p55OG6pKdBvMOuY0Vy1RuHtq0YiKUHiWM1l9HSb+2nggCxPpkDLDg1IUAIIYSQZZVhTunH6QMHDwMBI0futWRKto3eWtp27sk5cCUHeNDbg5Zt9vu1p8Y5Lq1rHOacvKUz58XGciW7cp5u7tV5KQgQvn7P2RqqSTj9Y2IdQXrucuWKsYZKqNVTCgykdNXKh8x9KzBrHSMDIYQQQgiZasyYbAOmAiLyRBH5pIj8WUTuF5E7ReQiETlURFacoDLXFZG7RUT9sngiyulG7rVj7avCnO5+yH2JlBuboI1XMyjdVv5+v6bKlZfzEEseXklXmyBAG/2l8uIyczJtqAgUqAK61K/DZWk+fgHAzRIwoC/nulyyNrdsSb9V/QAgKwDz3ldpICGEEELI1GdY/qGIvEZEfiQiN4vIQyJynYh8VUS2H1QZFiPfI0BE9gDwdQCrBYdXBLCtX94sIrur6jUDLvpzUZmTSBsnrosj36/zb73qTK1T8jXOcRfdpe2S7n5tTqXVDvZX48zX6rR0WccsDzr+KN7KY+mMz7Pta/REmeIdeU3ljbA+C0gVX1Nd1nf68b513LLBqrqcTKrMZn/tt7A3ACGEEDKCDHMAv2GWNQz/UESWB3A6gD2jpCf55bUiskhVP9K1jBIj3SNARJ4J4FtwF/k+AIcD2BHArgC+5MWeAuAcEVl5gOXuBeCVAG4blM56lgbLEr80+7FnsTSx5NKsJfdasu3S2B3qri2jwXJMU3bndAPtdOfquh+blwTrGltTnl94vrW2IqErLqfJb7W11DmlvORc26upP8HjnnXy7X7qrT962/H5LfXHw7VFfBlTTcy6/VLVFMumygHGNodSVcU2AePLTZ7icuwNQAghhJBlhiH6hyehFwQ4H8DLAGwH4EAAf4Xz048SkTf3UUaWUe8R8Bm46M5jAHZT1V8GaT8VkasBHANgMwDvBnBUvwX6BvN5v3sogK/0q7MdsWchUVopb21arLsfct5Obj9OK01D2I9uyznOHastJ5V3qXG8psw2DniNzjBvqvdATnetXTU6Uu0zoUPEOf55Dzevxxrz0VJlFVWzX2OeVU6bKorlSmUrgBX/CZg1v4WBhBBCCFlWWEZ7BEy4fygiOwN4rd89G8DLVbUZD/FiETkLwKUAngjgGBH5tqre3elsMoxsjwAR2RbAQr97UnSRG44F8Ge/fYiIzBpA0R8H8AQA56vqVwegrwO514wpuS5v9mEcs2zpR29pCeeMz5EaKK5UdqpuwnNLnW9Kb3MsfvOdcrabdSrQYnl04Zv+uJwGida1OsNX26lza97Gp/TV1Gfb8830ahj3hj/V9b/ZTvUUQDoGY52G1bECkY74lKzeAFaZbaoszp+Ti+0ck2cOsOEZmYyEEEIIIdOHIfqHTXfKJQDeGgQBAACqegeAw/zuGnC9BAbOyAYC4LpfNHw5JaCqS9F7Y78Geg2jEyKyHYC3AXgEwFv60dWdnIPdpE9U1/423c5rl9Q59as7rAur3lLpoZxVforYu7Q8wJSctY6vY5v6S51jG521dZvT2eZzj7a2xeXAO8L+WDhA4Bj9YX1EpxPHkKxmkiJVTE4mPl7TuaFtx59UOfH+3LezNwAhhBAywiwZ8jIEJtw/9L3Dd/W756nqDYboGQDu9duvaFNGLaMcCHiOX98P1/XC4oJge6euhYnITABfhKvz/1DVK7vq6o82ztUw7BhEQACJfST2kdivTQvTLUe9FsvGlP2WbaUyaz/LaGN71089ct5pzfWoaZOD+gylVE5FltR2rqkjccyKW1gOf+zop6oud7ukqjh3O8kKwLz3ghBCCCFkGWIY/uF2AOYk9IxBVR8B8Ksmz4B6po9hlMcI2Nyv/6Kqj2Xkrkjk6cKhAJ4JN/jDx/vQMw4R2aAgsn6zcfPND6DO4c11w25LF2e89Aoz5ySXbGjrbOfst2wblN42MlYwJJWvFHzIBTpqvMlcubX5St5qzvbEthpjRGihDFVA1Ew2zcyYUjyF3OkA6Y4hsT3Wfuk8rPMKj6/5BuDWRwFYQWxCCCGE5Lj55pvD3eUmy45+UAzv2/3o1+g6IvmXQJk37TmG4R+G8leYUr303eB89k0AXN6yrCwjGQjw0zXM9bvZRqKqd4nI/QBWgvu2v0t5TwbwIb/7VlV9qIueDNfXCm633XkDLpoQMnp80S+EEEIIGQBrA/jbZBvRlgcmr+iLK2RadRcdon8YypeCFaGP9wQMOBAwqp8GrBJs31chf79fd50i4gQAKwD4pqqe21EHIYQQQgghZNlj3mQbQIbmH7Yp5/5ge2BT2TeMZI8AAMsH249UyD/s1yu0LUhE3gjg+XCDPbyrbf5KSpGoJwK40G9vD+DGCbKDkMlkHfQixNsCuGUSbSFkomA7J6MA2zkZBdZH7xvwUhfxqcQt6NhLekCsA+B2DH78wGH5h23KeTjYbu2HlhjVQEDYNX92hXwzoMODbQoRkblwU0wAwOGqenNOviulb2Cib2hu7PjNDCFTmqid38J2TpZF2M7JKMB2TkaBqJ3XOJ5TAv/t/GTekxNV9lD8w5blzAm225ZTZFQ/DfhHsF3TzWIlv67pJhLyKbhvTS4B8F8t8xJCCCGEEEIImXiG5R+2KWelYLttOUVGskeAqj4kInfAOenZEfdFZA30LkL1oHwish6AN/jdnwJ4dWF0y3ki8hq/fa2q/rq2LEIIIYQQQggh3RiGf+gJezRsAPfC2CL8BKNtOUVGMhDg+TPcXJEbi8jMzBQRm0V5agm7eryvQn5zAKf67VMAMBBACCGEEEIIIcNhov1DYOzI/5uZUmPTHwPwl5blFBnVTwMA4Bd+vRKArTNyOwfbF5pShBBCCCGEEEKmK8PwDy9Gb0yInS0hEZkNN8g7AFysqgMfR2KUAwH/E2zvnxIQkRkA3uh37wZwfq1yVb1OVaW0BFkuCI7v1/ZkCCGEEEIIIYR0ZkL9QwBQ1X8A+Inffb6IWJ8hvALAqn77u23KqGVkAwGqehGAn/vdA0Vkh4TYe+C67APAZ1X10TBRRPYTEfXLoomzlhBCCCGEEELIRDFE//CTfj0TwOdFZLlIx1wA/+F37wZwYrszqWNkAwGef4WbimEmgHNF5AMisr2I7CIiJwA4xstdhd40gIQQQgghhBBClj0m3D9U1Z8COM3vvgTAeSLyEhHZRkT2B/ArAE/06e9X1bu6nkyOUR4sEKr6WxHZB8DX4LpefDwhdhWAPXw3jmmJn383O2UBIdMdtnMyCrCdk1GA7ZyMAmznU5Mh+ocHeP27A9jFLyFLAXxEVU/oo4wso94jAKp6NoBnAPg03EV9AK4LxiUADgOwpaoOfJRGQgghhBBCCCFTi2H4h6r6oKruAeB1AM4DcBvcIILXA/gGgJ1UdVE/ZZQQVZ1I/YQQQgghhBBCCJlCjHyPAEIIIYQQQgghZJRgIIAQQgghhBBCCBkhGAgghBBCCCGEEEJGCAYCCCGEEEIIIYSQEYKBAEIIIYQQQgghZIRgIIAQQgghhBBCCBkhGAgghBBCCCGEEEJGCAYCCCGEEEIIIYSQEYKBgGUcEXmiiHxSRP4sIveLyJ0icpGIHCoiK062fYSkEJGtROTfROQHInK9iDwsIveJyFUicrKIPKelvheJyBkicoPXdYPff9FEnQMhXRGRY0REg2VhRR62cTLlEZG5IvI+EblQRG7xbfUmEfm1iHxCRHao0MG2TqYsIjJbRA4UkR+KyM3B75crReS/RWT7Sj1s52TCEVWdbBvIBCEiewD4OoDVDJErAeyuqtcMzypC8ojIBQCeWyH6VQBvVtVHMroEwBcAHJTR80UABysfhmQKICLPBHAJgJnB4V1UdbEhzzZOpgUi8ioAxwNYKyN2pqq+zMjPtk6mNCLyBADnAHh6QfTTAN6Taqds52SYsEfAMor/MfktuCDAfQAOB7AjgF0BfMmLPQXAOSKy8qQYSUia9f36JgCfBbA3gO0A7ADg3QBu9OlvAHByQddH0ftn+lsA+3pd+/p9+PSPDMBuQvpCRGbAPZ9nAritMhvbOJnyiMgbAZwGFwS4DcCRAF4AYGsAewB4J4DzADyaUcO2TqYsIjITY4MAfwCwH9xvl90AHAXgfp/2LgCHGqrYzsnQYI+AZRQROR/AQgCPAXiuqv4ySn8vgGP87odV9ajhWkhIGhH5HoCvAPiOqi5JpM8FcCGATf2h56rqzxNyGwP4M5xTdYmXezBIXxHABQC2gbtPNlPVvw74dAipRkQOgXtTdAWA7wL4gE9K9ghgGyfTARHZHM6BmQPg5wD2UtV7DNnZqV5ebOtkqiMirwTwbb/7SwDPiX/DiMjWPm0WgLsAzFPVx4J0tnMyVNgjYBlERLaFCwIAwElxEMBzLNzDBgAOEZFZw7CNkBKquqeqfisVBPDpdwB4T3Bob0PVu9DrXv2O8J+p1/MAgHf43ZkADuluNSH94buUNm943gLA/OQlgG2cTAc+BxcEuAPAK6wgAABkPvViWydTnWcH20enfsOo6qUAvud3UgSVoQAAIABJREFU1wCwWSTCdk6GCgMByybh93VfTgmo6lK4t66AexgtnGCbCBkki4PtjeJE/43dS/3uFar6q5QSf/xKv/syn4+QyeC/AKwM4BRrPIAQtnEyHRCRzeA+SQSA43wgt60OtnUyHZgdbOfG3grf4M9pNtjOyWTAQMCySTOi+v0ALs3IXRBs7zRx5hAycMJ/uEsT6RuiN9bABYn0kCZ9AwAL+jOLkPaIyKsB7AngTgDvrczGNk6mA68Ktk9vNkRkDRHZRERyAwc2sK2T6cBVwfaTM3LNywsFcHVwnO2cDB0GApZNNvfrv4TfHiW4IpGHkOnAzsH2FYn0zQvpMNJ5H5ChIiKrww2KCQCHqertlVnZxsl0oJkq7R4AfxaR14nI7+GCXlcBuENErhGRD2cGLmZbJ9OBUwHc67cPE5HlYgER2RJucEwAOE1V7w2S2c7J0GEgYBlDRJYHMNfv3pCTVdW70BvB9AkTaRchg8KPrP7+4NC3EmJhe87eBwCuN/IRMgyOAbAOgP8FcFKLfGzjZDrwVL++Dm6sgK8BeEYksyGARQB+KSLrJXSwrZMpjw/i7gfgQbjxAi4WkTeKyPYi8nwR+TDcm/zZAH4HNwtSCNs5GToMBCx7rBJs31ch3wQCOIUgmS68C24qHQD4rqpekpBpcx/cH2zzPiBDQ0R2AvBmuNGf284JzTZOpgNr+vVmAN4G4G4ABwOYB2B5ANsC+IGX2QLA6T7YG8K2TqYFqvpduBH9TwLwLACnwM0ScB5csOsBuADATqp6S5Sd7ZwMHQYClj2WD7ZrRp1+2K9XmABbCBkoIrIzgH/3u7fBja6eos198HCwzfuADAURmQ3giwAEwKdV9bKWKtjGyXRgJb+eA2AJgBer6gmqeruqPuwDuXuiFwzYEcArIh1s62Ra4Gfgei2AveCe7THzAeyL9ADdbOdk6DAQsOzxULA925Tq0YxY+mBWipBJRkSeBje3+ky4f4KvVtVbDfE298GcYJv3ARkW/wb3bef/ATiyQ362cTIdCNvp6amR0P0sRuEgmftmdLCtkymJiKwE4McADgewFtxnX5vDtcnVAOwG4BdwvWDOFpF/jVSwnZOhw0DAssc/gu2a7kJNtL7mMwJCJgUR2RDAuXBTXS4BsK+q5kbVbXMfrBRs8z4gE46fUu0Dfvcdqnp/Tt6AbZxMB8J2+gNLSFX/BOBGv7ttRgfbOpmqHAnguX77QFU9TFWvUNVHVPVeVT0PwC4AzofrLfApEQnHy2A7J0Nn5mQbQAaLqj4kInfADRi4QU5WRNZA72FyfU6WkMnCDx71YwDrwU23c4D/Di9HONBO9j7A2IF2eB+QYfAuuDc+1wBYUURek5DZIth+nois47fP9oEDtnEyHbgebjBMoG4AtPXhxg8IYVsnUxoREQD7+92rVPWUlJyqPiYiR8D1DJjh87zLJ7Odk6HDQMCyyZ8BPAfAxiIyMzOF4GZRHkKmFCIyF26QnWZO3neo6lcqsl4ebG9mSo1P531AhkHTrfPJcFNOlTgi2N4QbqAotnEyHfgTem/4x02nFtGkx79Z2NbJVGc+egNj/rYge2mwHbZXtnMydPhpwLLJL/x6JQBbZ+TCudgvnDhzCGmPiKwG4EfoTT/1flX9fGX2awHc5Ld3zgmi15XvRrgprgiZDrCNk+nAz4LtjQqyTcD3xug42zqZ6oTBq9JL1llGPrZzMnQYCFg2+Z9ge/+UgJ+e541+9264b5YImRKIyIoAzgGwlT/0MVX9j9r8fhq2M/3uZiKyvVHO9uhF1s9sOX0bIZ1Q1f1UVXILxg4guEuQdp3XwTZOpgNnAXjUb8ezATyOnxFmLb/78zCNbZ1MA+4EcK/f3kFEcsGA0Mm/ttlgOyeTAQMByyCqehF6/0gPFJEdEmLvgRvNFAA+q6qPJmQIGTp+WrXvAni2P/RZVf1gB1WfQS/a/jkRGTPFjt//nN99zMsTMp1gGydTGlX9O4AT/e4LUuNhiMgqGNs2T0ioYlsnUxY/88U5fnc9uJkDxuHH5gpfanwvEmE7J0OFgYBll3+Fm1JkJoBzReQDIrK9iOwiIifATWsCAFcBOHayjCQkwalw0+wAwE8BnCQiW2SWTVNKVPUqAJ/0u9sAuFBE9hGRbURkH7jPYbbx6Z9Q1asn8JwIGThs42Sa8GG4aTIB4Ksi8jn/W2RrEdkPwEUAnuXTj1fVi2MFbOtkGnAUgAf89iIROUtEXikiW4rIDiLyLgC/Q+9zx5+o6rmhArZzMmyEPUqWXURkLwBfA7CqIXIVgD1U9S/Ds4qQPCLS9qH0N1VdYOiaAeBLAA7I5D8JwEE+ok/IlEBEFsE5UID7NGCxIcc2TqY8IrI53GcCG2fE/hvAwVYPRbZ1MtURkefDvcyYWxD9KYC9VfWuhA62czI0GAhYxhGRJ8H1DtgDbjqSRwD8BcDpAI5T1Qcy2QkZOoMMBAQ6dwdwENzo1XMB3AHgYgAnqKo5tzUhk0VtICCQZxsnUxoRWQnAWwDsDWATuLnSb4N7y3mCqlaNVcS2TqYyIrIWgAMBvBjA0wCsDteN/xa4dvoNAGeVvu1nOyfDgIEAQgghhBBCCCFkhOAYAYQQQgghhBBCyAjBQAAhhBBCCCGEEDJCMBBACCGEEEIIIYSMEAwEEEIIIYQQQgghIwQDAYQQQgghhBBCyAjBQAAhhBBCCCGEEDJCMBBACCGEEEIIIYSMEAwEEEIIIYQQQgghIwQDAYQQQgghhBBCyAjBQAAhhBBCCCGEEDJCMBBACCGEEEIIIYSMEAwEEEIIIYQQQgghIwQDAYQQQgghhBBCyAjBQAAhhBBCCCGEEDJCMBBACCGEEEIIIYSMEAwEEEIIIYQQQgghIwQDAYSQCUVEFoiI+mW/ybZnEIjIFiLyNRG5XkQeCc7vWS10XOfznDyBpnZGRBYG57WwDz2LGj0DNG9kEJHFvv4WT7YtZHoiIh/2begHfehY5p7jywoi8n1/XY6cbFsIIdMLBgIIIaQFIrI1gIsAvA7ABgBmTa5FhBCSRkQ2AHCY36WjuGxylF+/V0SeMKmWEEKmFQwEEEJIO44GsAKAewG8FcB2AJ7ulysm0S7SB3zjSZZRjoB7Xv1IVX812caQweOv63lw1/mDk2wOIWQaMXOyDSCEkOmCiMwCsLPf/aKqHt9Vl6ouGIhRE4SqLgYgk20HIaQbIrI+gP397rGTaQuZcI4F8AIA+4vIUap642QbRAiZ+rBHACGE1DMXwGy/fdVkGkIIIQXeCvfp0s0AfjLJtpCJ5ccAboO73m+ZZFsIIdMEBgIIIaSeOcH2o5NmBSGEZBCRGQD287unqurSSTSHTDCqugTAN/3ufv76E0JIFj4oCJmC+FHpPygiPxKRG0TkYRG5T0SuFpFTRGT7Qv4xI7WLyPIi8l4R+Y2I/MMvF4nI20Wk+ImQiDxHRM4QkVtF5CERuUZEviAiG/v0gYxsLiLbiciXROQqf773i8gVIvJ5EdmkH91BGbNF5K0icr6I3O5H/b/Fj7z8+tQPqKY+AVwbHP5y8E25isiilnaYswakRuwXkVeLyE+8zQ+KyJUicoyIrFlZ3u5+poNrfL3eIyJ/EpHTROSVIrJCyQZD7wb++lzj28ZNInKWiDy/ZX2sKCKH+Otyq78ut4nIuSKyv4gsl8k7pi5FZDPfjq7z986tIvJd676puLZdrm98D64uIkf6Or9PRO70983r2uhNlLOGr5+vicjlXnfTpn8kIgeJyOxM/nFjI4jIC0TkbK/jYRG5VkSOFzfwXI1Nre9jn6YicrORvkFg51IRWTshI75eVUQ+kUjfXkQ+6uv9Fl9P9/p6O15Enpqpo6Ve70crzv/Vga17GTJriHvG/1JE7vD1fJOInCkiryiVUcFOANbz29+psHk5EXmbiPza18k94v5fHCoic0r5I10v8O3xWnHPqntF5PfinlfrVuSfKyKf8O3nQX//niciL/fp+wX1uyCRP34ebC0iJ3t7Hm7uyUS+p4jIf/p79B5f9jUi8mUR2ary3DcQkaN93d0l7pn4fyLyTRHZpZB3OX9uPwra593i/u//RET+zWqjnuY6rw93/QkhJI+qcuHCZQotABYC0Irl6IyORYHcfAC/y+g5C8CMjK7DASw18t4LYDcAi/3+4kT+BYH8fkYZMwH8V+F8HwHwz33W7ZMAXF4o5+cA1szUp7UsamnLdT7fyYU2sCuAr2fKvRrAOply1oLrNlqyf7+MDQsN3TsDuCej80Nh3WVs3BbADQX7fg1gfqkuAbwCwP2GjscA7JPIX3O/tb2+YZvZEMBfMrpPBzDT0LMYxr0VnXtu+Y3VRhDdnwD+PaPnNgCbZ865830M4FWBzGaJ9NdHevZOyDwrSN8zStuvop4eA/BW49x+7mWuqbj2/+Nl/w5gViJ9dwB3FWz5HoCV+3jWfTio7+ULsqsA+EXGlksAbBm2E0PPSgDOKJzXP+JrE+l4pm9nVv4Tomu5oPA8OBiu99YYPYk8R6TkgmUpgCML9XgggAcK538iEvc6gJUB/KyijX47U/6Kvg0rgA91bTtcuHAZnWXSDeDChcvYBcDzAdwH183vX+CcrS0BvBDAuzH2h//+ho5FgcyFAB4G8FmveysA+2KsQ/wvhp59A5k74aah2sEv7/PH7gRwJQxnBXWBgFMCme/DTc23LYBtALwZwB+D9L061uvKAP4a6PkugL0AbA1gb/QcLgXwvwCWC/LOA7AFXNCjkTncH2uWeS3taa7jyYm0hdH1a+x9ub9+L4ZzFBqZU40yVgTwh0DuEgAHAdjRn/fLAHwKwI3xtUEhEOCv670+fQmA4+GCFtsAOABuDAUFcHGjx7Dx6XDtXQHcCtd2d4Vz6nYDcBx6P9B/hbRj1dTlbwA8COAaAG8D8E8Atodzih70MvcAWDvKX7q2Xa7vokDfRUYdXRnI/Kehp2mX4+4tn369r5cPAtjD694R7h76QaDfyr8g0dYWw937W3t7w/vzl5lz7nwfw91jTdrBCd0nBukK4LiEzCFBe1wtSnsz3LPqZLgB9HaCe67uAecE3o6ew/e8hO6Dg7J3zNTBGnDPWwVwfCL9Beg5a9fCPUebZ/yeAL4alPOdLs86X04T/Lu0QvasoMxfA3iNv/a7A/hW0IbN5ziA5QD8NKjDb8A9V7eGuwffCeBvPv1hAFsbdXdzUM7XALzI69gH7rncPAcamQWZ58GffF1fC/c82B7AswG8P5I/KtB3IZxDv70v97VBuQrgHUYdHhDIXAbg7b6sLeGCk+cE6ccm8n8ySD/bX4Md4Z73L/Tt5GcATi9cy997Hed1bTtcuHAZnWXSDeDChcvYBW5AutUz6bMBnOv/2V+HwGENZBYFPyoeQdqRWxPALV7m94n0OXCOmcK92do0IbOpTzOdDRQCAQBeGaS/2Tjn5eEGu2p+PCffnhbq9RNBOR9JpIv/4dnIvKXtubS0p/mxenIibWFQjgI43LD3Rz79UUTOrZf5dKDjOACSaVPzMzak2s93gvR9E+mrIOqJYpxD88P1dwDmGva9CM65UwAHZupS4YIdqyVkXhfIvGsir23iHqypoyUAnp6QWWzdWz59k4Id+wc27Fo4bwXwxVQ7AfClQGbLRHrf9zF6wcnTEnmbHhVn+vUfEzLNm/hxzi9cd+kVM/W0WtAWf55IXxPuWapIBCECuX8O6mGnKG0l9J65P7LsiXSMu2YVbU/QC66dWJDdKyjrnPiaeJkPRW1k3P0B4D3o/b95sVHWGugFg1J1/NmgjPck0pcLrnGzLEjIXRek/wH5/6fbovdsGfd/wcvMQC9Ac2+sD8AT0OuFdHKqDr3cx9C71zeN0v7Pp5Uc/TUL6f/t9dwH43nPhQsXLs0y6QZw4cKl/QLXfbL5oZN6s7IoSB/39iGQOzqQi9+gvSZIe2dGxzsDucWJ9AWFH5CX+LQzCue8eaDn+S3raw56XXH/hETwxMutCuCORq7tubS0qfmxenIibWFQziXWDzq4N0WN3EuitDWCH6eXWuecsS+0YWGUti56bzXPzujYLtChifQ9g/RnFOz5ppf7RaYuTT1wztGNVlsb5LX1+sJ7sLaOPp9IX2zdWy1s+Y3X8bnCed8EYI6h4ymB3LjnwSDuY7geEwrg5uj4+v74Urg3pM322oGMoBeUNJ95BdteGti2ViK9eXN+G8qfclwX37dwb4kVrndKtocJ3Jt5BfC1DuexZnAeHy/Ift/LPQRgPUNmBtxb7uT9ATdS/U0+7VOF8l4c6Nk4OL48gLvRe15Zz7z56PXuUZQDAc8p2PNtFJ6zXm51X0eKKNCF3tv8G5H5DAPu05nmE6iPRmlNkMn8X1t57cNPe9boRxcXLlyW/YWDBRIyxRGROSLyRBF5qrhBBLfA2Pndn1lQ8fVM2qXB9oZR2q5+vRTubYhF8xa9NeLmud7a734rJ6uqf4Zz0gH3aUIbtob7IQc4x3uJUca9gR1PrRnYagh8Q1Wt+g2v35OjtF3gPg0AXLfz5Dl3ZBe4t3MA8GVLSFUvggu8WLzUr69U1T8UyvyZX28r9sCBl1l6fB3+1u/GdTXR1NZRqwEWY/xgeeuIyKbNs8I/L27yIqVnxbdV9WHDzivh3jICUf0N8D5e7NfriMhmwfGFfn25qv4G7tMPgetS3/AMOAcYAC7I2eBtXskPAvi0oJ7CmUBSdfU1v14brot/rHMDAM/xu6n7tmnvF6jqbQUTm/be9lnX2NdwlyUkbqDYpg7PVdWbUnLqZhw4JVPednDBQaBw/dE7L2DsuW0N1ysDAL5iPfNU9Va43hQ1XK+qP7cSRWQWXGACcG3f/D+mqnfDBUNiu4HedT1bVR/K6HgMwC8NHc0gmfuIyIrozp3B9rgBNQkhJISBAEKmIP5H6gdE5Pdwb3X/BucsXOaX3wbicwvqrsikhT8aVonStvDra1XV/DGpqnfC/TDvwjbB9qkyfqT2MQt657pOy3K2CLZ/XZAN07cwpYZH1+u3ZbD9MwyWpwfbFxdkL8qkNdf/KRXX/jgvOxs9hy8mV1dAr77iuppoautoE8mM8G8hInuIyPfgxj+4GW7sgcuCZQ8v2s+zAug5lXH9Deo+Dh34hYntxdE6JbMUbmC/cfjR6D8uIlfCDVp3LVxX9aaezgnEU3V1ts8HuE9NYvZF73fVNxLpTT29sKKODvWybZ91wNj7w3x2A9gIvWDhIO5jAPhl4bzuC2TDcwuftWGAM8UlhfSGUnDxqeid/9EV16Q5z8ftFpHVAGzsd/+lQsfesQ5PE2jZEcC1InKciLxcErNjFAiv91ot8xJCRgwGAgiZYoibDukyAB+He8tlTpvmWSGXqKoPZJLDuaXjctbw69KbK8ANtNWFeR3ztX1jEv4wvrUge4uRb7Iwr5+OnRs8vn6hI5Ockq0P1gi2S+0jV9+Dvv65tg702nvpnho0tXUkGFu3WXwPgBPhBo7cA+UAR/ZZge71N5DrqKq3wAUxgO6BgD+kApcisjVcoOMDcGObSCwTMa6uVPVBuFHxAeBliTe3TXDg96r6x6j8Wej1SmpDl7fD4Vvp3DWfSvdxG1tq/9/kgiDAYOwe1DPsI+h93z8PbnDDMwDcKiKXiZt6dH6F3vB6P9jRNkLIiFCcP5wQMnS+CtdNX+G6FJ8G4M8Abm+67Yqb677p6l36QTuVCR2K16H8Bqeh9AMvR+kzhulcn8MirKN+6rO5/hfCjcpeS7IL8xRmotrcAXAjnANu0MHPwPVouRHAA83nICLyFQBv6KOcEoO8jy+AG49gZwAQkfXg3rgqej0Gzvfrp/o3pneg1yV/cazQ97L4Ftwb0kcBfA5u0MGrANwVPFefDDezCGDX1dcBvAlu4L+XAjjV530qep8TpD7HCuvoW3CO30QROsq5YOag72PABWT+XtDVUBNk7ofS51Ch3e8F8MNKvfcbOj4D4KRKHY+EO6r6KIADReRYuJ4lz4PrgTAbvZlL3i0ir1fVMzN6w+vdNUBPCBkRGAggZArhv4vdye8eraqHG6LVbw37oPmRXvPGo+u3iOEPRo3fog2QsAv9OnAOgEX41uVOU2rqc0ewvS5cN+hBEdbLfLgp7Cxy7efvPv/aE3jtpwK1daRoF+T6Z7/+K9yUdtYbwIl+XgzyPl4MN8VlM07AVv745ap6uy/gBhG5Bm6sgp3h7uemG3RqfIDnoTeuwdtU9UtG2TX19BO4HjbrwgU9TvXHm94AGhx7HFV9SEQegHsTvPoEt/fQAcydU3wf5yjdxw2PdDy3sN3PQ/4ZPahv30O7Z3W0O9SxYr/XVVUvh5vO8ggRWQFuCsLXAngj3BS4p4rIRqpq9fIKr/cdhgwhhADgpwGETDWeFmyflpHbJpM2KJoBzDYUEfOtkk/rOvhaONbBbh111BD+OPungux2Rr7pxm+C7ecOWPdlwfa2BdlcenP9NxWRJ/VnUt90GvCykto6ulpVH8lKjqV5XpxpBQFERNBzpieKQd7H8TgBC/324khucUJGkR4PY2DPVf85TqNjNxFpPsHZ168vUNUbjOxNPT27zwHhSjY+DOBqv7tpRvSv6H0OMoj7GOh+/cNBRUvXYVD///6E3pv5Tnb74NSNfvf5/n4bCKr6oKr+WFUPgOuxALiu/3tmsjXX+ypr4E9CCGlgIICQqUXYSyf3Q7FNN+qu/MSvZwB4fUbu9ejY5VhV/wI3dzgAvEZEnthFTwWXwk1NBQBvEmPUeRFZBcCr/e7lmbcu04Hz0evC+g7rnPvQ3XS7fZMlJCLbID/g4lnB9vsGYFc/hN9Vzxmw7to6+nFLvc3zIveseAmA9VrqbcUg72M/cn3jxC5Eu0DAZX7w0pjic9V/bnVQpZlN1/9ZAF4lIjuiN+tKbpaWpr2vBPcN+ETSDJhoOvB+FPsm8LKbGLOk+Lox2zCAX6DXu+BgEVm1pa2AGwDwHr/9Bsuh9t/Jv7CD/nH48XOa/3MLRWS7nHyG5ro+Gb3BAAfNT4Lt3KCfTZDEnC2BEEIaGAggZGpxdbCd/OElIm8B8LIh2PJd9L7h/LCIbJKwZRMAH+6znI/69fIAzsiNkixuKsW3isjybQrwb0ZO9LtPQ8Jm/8PzOPR+ZB0Xy0wn/HRXJ/jdrQF8JvPjepaIVA965QMkzXeqLxGRV8cyIrIygC8WVH0HbvwLAHiLiByYExY3zdtetXa25O/ovR3caMC6a+poKXrXq5bmebGXiIzrAi4iGwH4r5Y6uzLI+7hxTl8MYBOMHR+g4fFxAtCbdnGxoa/4XAVwNCp7TqjqpejNsPA69D4LeARuXnqLL6DXXfsjIvLijCxE5Nki0rU3T+MIzhWReGrYkOP9eg6AE4yA4QcwdqaQMfgp8z7pd9cBcJqIrGTJi8gqIvL2hI6v+N2tALw7kW8G3D3S6vlf4GPo9QY6zd8zSURkORF5rbhpIkM+AaB5+/4FH9wzEZHdReQZwf6aIvKSQm+CsMdC8jMvP8ZF8/+LgQBCSBGOEUDI1OK3cN3Rt4BzjFaHe8N0M4AnwL193xtucLVnT6Qh/pvWQ+CmwVoTwK9F5N/R63r7XACHwQUUr0bvB3vbck4VkRfC/UDfGsDlInIC3A//2+Henm0ENxjYK7wtXzHU5TjK538y3PeXW8CN0nwT3Nu8t6P3ZvGXKDux04Ej4OY7fzrc+e3g6/YyOKdlA7gxKV4L4IMATm6h+z1e9yoAviEiO8M5QffCzXbxfrhuqpfA6MqrqktEZB8A/wv3/euJIvIquDZ3JdzAbvPgpkLcE25qrWPhpnEbKKr6mIhcDHdfHSAiv4UbgK+ZW/5O421zDZcgXUeHwQ2MBwCfV9XaQfYavgLnhKwP4H9F5Bi47s7Lw30Xfwicg/cbTPDnAQO+jxcDeDOA5s3y4+MDBOWF4wQ0syWkxgcA3Lzzt8G1pY/5z1DOgnPKN4Yba2FXtHuufh1uwL8d0XOSz/EBuCSqeq+I7AvgB3DX5Xsi8h24gFgzSOG6cPX3crg28g50m/7zh3C9dpaDO7cTU0KqeraInA1gL79cKCKfhnumzwOwH4B94KYXzH0ecIwvZ1e4AM7lIvIFuGfp3XDX6Clwz9iXwfXAiYOtiwC8Ci6Y8EkR2RJu8Nzb4a7Tv8LV90XofcLV1yc9qnqhiBwFFxzeEMDvROQkAOfC/d+dA2ABgB3g/veuB3e9bwh0XCsiB8MN7rsmXB1+FW42j/+D+629gbd5b7j7YC/0BtVcFS6wep2InAE34OffADwG1x72grsf4Mu1nn+7+vUSuDZPCCF5VJULFy5TaAHwLLhulmosf4D7cdDsL0roWNSkF8paGOhZaMgcDve2MmXL/QB2h/uhqgB+kMi/IJDfzyhjOQD/AffDxzrvZrkPwAod63YB3BvonP5fAFgzkz97Li1suc7rObnLdQlkzXbg0+fCOUilet2vrQ1e5t6MzkU1bRHO4bmqwkYF8KE2dRnJnezlrjPS98i09WT9ZspaFOTdEMA1mXP6NoCZhp7FXmZxIm0W3A9+S+8DcI6Ved5t2nSpnjGg+xgusBHKHmfInRTILAUwN2P7C+GmU7PsOR+ut1BtXTw5oeOVlW3jeXBOZk17f2OX54sv54dex08LcqvAPfcsGy6FC8Zl6wbu+/VTKs/rGkPHM+GCNla+L8PNltHsz+/6PIjyHAIXnCjZ/TCAjQ0d+8B93lDSsQTALsY9mFtuALBl5hzO93I/7NpmuHDhMloLPw0gZIqhqr+DCwZ8Ae6twKNwgYGLABwKYDsd4rfrqvoxuJG5/wfuB9rD3q7/BrCNqn4fvTd39ySVlMtYoqqHwXXzPRauZ8RdcD+Y/gH3lrOZtmtdtUdHL5VzHdwPzbfDOcd/h6vfW+F+NL8BwHO1+5vfKYeq3qGqO8O9hf023I/Jh+Hq949w9fpSuLfwbXUvhnOejodrE4/A1eVkl8kQAAAEC0lEQVQ5AF6kqosq9fwB7tq/Ca6dXQ/3o/wROIdpMVzX861V9ai2dtaiqufAvVU7E66nyKP5HNV6r4V7y/txuEDUA3D3ys8AvF5V91b3vXZbvY/CBS/eCdfr4AE4Z/cvcM+PrVT19EGcQ6U9A7mPVfVG9N6QA3aX//OD7T+pqjlKuqr+CK5nytfQu7a3wz0HDoK77vdb+RP6roF7291wL1y7r8n7U7i3wm+He+7cDNfWH4Jr++fCBWA3U9UuvZ8aPu/XO4vI+hl7/gEX1HsH3Jv/++Cu1+/gPgt4Nipms1A3uN2b4Or5eLjrfQ9cYOhur+8kuLfimxs6fo9e+7ka7ll1B9y1fq2q7o/e/xug4/+cRLmfgbsmHwHwK1/mY3Bt4iq4XhsHA1hf3ZgYKR3fhHPq3w/XZm+Da2cPwAUCz4b75GGBqoZt929w//PfC9db5Eq4+nrM23EB3P/+zVU1HJjxcfz1bT4jGdbnQISQaY6o6mTbQAiZxojILLgfYysA+KiqHjHJJhEy6YjIIvixKFR1YCOJE1KL/6b+j3BO9xGq+tFClmmBiJwI4EAAN6jqEybbnqmAiHwQLohxJYCnqpvdghBCsrBHACGkX14GFwQA3JsUQgghk4x3Bhf53UP84JTTGhFZAa4HE8D/NwAeH3T0EL97JIMAhJBaGAgghGQRkY0zaQsAfMrv3goOUEQIIVOJ0+Ec5rXgPkWY0ojIRpnZTZaD++SgGRn/lKEZNrV5G9z1vRjAaZNsCyFkGsFZAwghJa4Qke/DjYD8J7hvJucB2AXum8nVvdyhXb5zJoQQMjGoqorIP8N9l3/fZNtTwREAthOR0+BGz78NrsfZM+Bmd2hmv/gJKsdkGAH+AeBIAGcov/clhLSAYwQQQrKISOkhsRTAB1X16GHYQ8h0gGMEENIeETkZbjDJHBcCeKmq/n3iLSKEkGUX9ggghJTYC25e6B0BzIfrgvgwgBvhRkb+vKr+cdKsI4QQsqxwNNwo/S8A8CQAa8NNk/l3uJkxvgngNH4HTwgh/cMeAYQQQgghhBBCyAjBwQIJIYQQQgghhJARgoEAQgghhBBCCCFkhGAggBBCCCGEEEIIGSEYCCCEEEIIIYQQQkYIBgIIIYQQQgghhJARgoEAQgghhBBCCCFkhGAggBBCCCGEEEIIGSEYCCCEEEIIIYQQQkYIBgIIIYQQQgghhJARgoEAQgghhBBCCCFkhGAggBBCCCGEEEIIGSEYCCCEEEIIIYQQQkYIBgIIIYQQQgghhJARgoEAQgghhBBCCCFkhGAggBBCCCGEEEIIGSEYCCCEEEIIIYQQQkYIBgIIIYQQQgghhJARgoEAQgghhBBCCCFkhGAggBBCCCGEEEIIGSH+H2PDzZzMBRsgAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(dpi=200)\n",
    "plt.pcolormesh(thetas, wvls, Rmeep, cmap='hot', shading='gouraud', vmin=0, vmax=Rmeep.max())\n",
    "plt.axis([thetas.min(), thetas.max(), wvl_min, wvl_max])\n",
    "plt.xticks([t for t in range(0,100,20)])\n",
    "plt.yticks([t for t in np.linspace(0.4,0.8,5)])\n",
    "plt.xlabel(\"angle of incident planewave (degrees)\")\n",
    "plt.ylabel(\"wavelength (μm)\")\n",
    "plt.title(\"reflectance (meep)\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.set_ticks([t for t in np.linspace(0,0.4,5)])\n",
    "cbar.set_ticklabels([\"{:.1f}\".format(t) for t in np.linspace(0,0.4,5)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "n1=1\n",
    "n2=3.5\n",
    "\n",
    "# compute angle of refracted planewave in medium n2\n",
    "# for incident planewave in medium n1 at angle theta_in\n",
    "theta_out = lambda theta_in: math.asin(n1*math.sin(theta_in)/n2)\n",
    "\n",
    "# compute Fresnel reflectance for P-polarization in medium n2\n",
    "# for incident planewave in medium n1 at angle theta_in\n",
    "Rfresnel = lambda theta_in: math.fabs((n1*math.cos(theta_out(theta_in))-n2*math.cos(theta_in))/(n1*math.cos(theta_out(theta_in))+n2*math.cos(theta_in)))**2\n",
    "\n",
    "Ranalytic = np.empty((nfreq, theta_in.size))\n",
    "for m in range(wvl.size):\n",
    "    for n in range(theta_in.size):\n",
    "        Ranalytic[m,n] = Rfresnel(math.radians(thetas[m,n]))\n",
    "\n",
    "plt.figure(dpi=200)\n",
    "plt.pcolormesh(thetas, wvls, Ranalytic, cmap='hot', shading='gouraud', vmin=0, vmax=Ranalytic.max())\n",
    "plt.axis([thetas.min(), thetas.max(), wvl_min, wvl_max])\n",
    "plt.xticks([t for t in range(0,100,20)])\n",
    "plt.yticks([t for t in np.linspace(0.4,0.8,5)])\n",
    "plt.xlabel(\"angle of incident planewave (degrees)\")\n",
    "plt.ylabel(\"wavelength (μm)\")\n",
    "plt.title(\"reflectance (analytic)\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.set_ticks([t for t in np.linspace(0,0.4,5)])\n",
    "cbar.set_ticklabels([\"{:.1f}\".format(t) for t in np.linspace(0,0.4,5)])"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}