Skip to content

Instantly share code, notes, and snippets.

@rsignell-usgs
Created April 17, 2018 17:37
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save rsignell-usgs/3522d2e660f294841736c208ef04a93d to your computer and use it in GitHub Desktop.
Save rsignell-usgs/3522d2e660f294841736c208ef04a93d to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Read National Water Model (NWM) model data from Zarr"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from dask.distributed import Client, progress, LocalCluster\n",
"import xarray as xr\n",
"import s3fs"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# depends on the machine you are using\n",
"cluster = LocalCluster()\n",
"client = Client(cluster)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<table style=\"border: 2px solid white;\">\n",
"<tr>\n",
"<td style=\"vertical-align: top; border: 0px solid white\">\n",
"<h3>Client</h3>\n",
"<ul>\n",
" <li><b>Scheduler: </b>tcp://127.0.0.1:46080\n",
" <li><b>Dashboard: </b><a href='http://127.0.0.1:8787/status' target='_blank'>http://127.0.0.1:8787/status</a>\n",
"</ul>\n",
"</td>\n",
"<td style=\"vertical-align: top; border: 0px solid white\">\n",
"<h3>Cluster</h3>\n",
"<ul>\n",
" <li><b>Workers: </b>10</li>\n",
" <li><b>Cores: </b>10</li>\n",
" <li><b>Memory: </b>31.62 GB</li>\n",
"</ul>\n",
"</td>\n",
"</tr>\n",
"</table>"
],
"text/plain": [
"<Client: scheduler='tcp://127.0.0.1:46080' processes=10 cores=10>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"client "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Pangeo dashboard is: http://pangeo.pydata.org/user/rsignell-usgs/proxy/8787/status\n",
"\n",
"So try: https://jupyter-jetstream.unidata.ucar.edu/user/rsignell/proxy/8787/status\n",
"\n",
"http://pangeo.pydata.org/user/rsignell-usgs/proxy/8787/status\n",
"\n",
"Hmmm, doesn't work..."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"bucket_endpoint='https://iu.jetstream-cloud.org:8080'\n",
"fs = s3fs.S3FileSystem(anon=False, client_kwargs=dict(endpoint_url=bucket_endpoint))"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"f_zarr = 'rsignell/nwm/test_week'"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"d = s3fs.S3Map(f_zarr, s3=fs)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"ds = xr.open_zarr(d)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (nv: 2, reference_time: 146, time: 146, x: 4608, y: 3840)\n",
"Coordinates:\n",
" * reference_time (reference_time) datetime64[ns] 2018-04-01 ...\n",
" * time (time) datetime64[ns] 2018-04-01T01:00:00 ...\n",
" * x (x) float64 -2.304e+06 -2.303e+06 -2.302e+06 -2.301e+06 ...\n",
" * y (y) float64 -1.92e+06 -1.919e+06 -1.918e+06 -1.917e+06 ...\n",
"Dimensions without coordinates: nv\n",
"Data variables:\n",
" LWDOWN (time, y, x) float64 dask.array<shape=(146, 3840, 4608), chunksize=(1, 3840, 4608)>\n",
" PSFC (time, y, x) float64 dask.array<shape=(146, 3840, 4608), chunksize=(1, 3840, 4608)>\n",
" Q2D (time, y, x) float64 dask.array<shape=(146, 3840, 4608), chunksize=(1, 3840, 4608)>\n",
" RAINRATE (time, y, x) float32 dask.array<shape=(146, 3840, 4608), chunksize=(1, 3840, 4608)>\n",
" SWDOWN (time, y, x) float64 dask.array<shape=(146, 3840, 4608), chunksize=(1, 3840, 4608)>\n",
" T2D (time, y, x) float64 dask.array<shape=(146, 3840, 4608), chunksize=(1, 3840, 4608)>\n",
" U2D (time, y, x) float64 dask.array<shape=(146, 3840, 4608), chunksize=(1, 3840, 4608)>\n",
" V2D (time, y, x) float64 dask.array<shape=(146, 3840, 4608), chunksize=(1, 3840, 4608)>\n",
" time_bounds (time, nv) datetime64[ns] dask.array<shape=(146, 2), chunksize=(146, 2)>\n",
"Attributes:\n",
" DODS.strlen: 0\n",
" DODS_EXTRA.Unlimited_Dimension: time\n",
" model_initialization_time: 2018-04-01_00:00:00\n",
" model_output_valid_time: 2018-04-01_01:00:00"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"155.005819456"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds.nbytes/1.e9"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"20.66743296"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds['T2D'].nbytes/1.e9"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<xarray.DataArray 'T2D' (y: 3840, x: 4608)>\n",
"dask.array<shape=(3840, 4608), dtype=float64, chunksize=(3840, 4608)>\n",
"Coordinates:\n",
" * x (x) float64 -2.304e+06 -2.303e+06 -2.302e+06 -2.301e+06 ...\n",
" * y (y) float64 -1.92e+06 -1.919e+06 -1.918e+06 -1.917e+06 ..."
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds['T2D'].mean(dim='time')"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 53.1 s, sys: 8.87 s, total: 1min 1s\n",
"Wall time: 6min 13s\n"
]
}
],
"source": [
"%%time\n",
"isub = 4\n",
"mean_temp = ds['T2D'][:,::isub,::isub].mean(dim='time').compute()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f3881bc0198>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAs4AAAHjCAYAAAAzNplZAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDIuMi4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvhp/UCwAAIABJREFUeJzsvUuvbcmWHvSNiDnnWvt1zsnMk3lvZt5HlakqhISgkBByFwsJSzTogITo0HCb32CQ6NByxwjJkhsWHYOQEAghuQO0QLYoASUbyq5rU7437zMf57X3Xo85IwaNESNiRKxYa+9znZn3+NYa0jl7rTXnjIgZM2bEF198MQYxM852trOd7WxnO9vZzna2s50295suwNnOdrazne1sZzvb2c72z4OdgfPZzna2s53tbGc729nO9gg7A+ezne1sZzvb2c52trOd7RF2Bs5nO9vZzna2s53tbGc72yPsDJzPdrazne1sZzvb2c52tkfYGTif7WxnO9vZzna2s53tbI+wM3A+29nOdrazne1sZzvb2R5hZ+B8trOd7WxnO9vZzna2sz3CzsD5bGc729nOdrazne1sZ3uEDb/pAvw2mL+54uH5e8CxIIz6eyTA/5qRGhkACLQATAAcQAtADMQBcHuA09OkBXlKxA4AAW4Gopffh3sgrOQ3AKAIsAcQJT1A0mQHuCWlQ3KMohzTMpGWjUt+xKmMKNfkY1HKQwsjjnKSWxhxIEmMAQqcykRwcwQTgSKDB6rqIw4EFxjgkm8uC5V7SV/zX/mRAaKDR6bHj/1ePRLqnNi7gHGYQOc6W0Y+KPCJvB5h8pxMAtwcbNO2lQYudWnqtZzLzWeTIHN6JqaR6E1R+u/oPT72hqlfv5onmxvSPM2fKp3q91OV33tAv4adurx3+w9lZ4t0cL2pC0Z9ErfnfEvG3MmOT349aUfv/ZHH3zaf9EGaVefhUHXyP3t+j+qYDj6gattH7928n4+pp+4r8Ng6SAkTPe5Z2PK8TXVWVWAuPHi1ex2yPanTxzTn2DEvfz+WZ3M9K4UZ68Pb7QvM+7uvoQH9s9m//W9e8Zdfha81zT/6493fYea//LUm+i3ZGTh/DTY8fw/f/av/sXzR98+8h7T18t7NBPYMtyOEm9QICeWFqt44FBDIlF8oigR/5wSQBsBvCX4jgHS4Z2w+IgHJkwDkzXciphcO158xds8IcMDlLyM2Hzi5fi95xgEY7wXEAsDuKSFMhOkNY1kLcB3vgGEbsb9xiCMQPYESaKJgQLcHXIAA8QiMGwY76Rz8HgAzhg1j+74HGBjvI/bXDnGQNPyOcfXzGbv3Bgz3EeObGcvVADczXIgIK4/lwiGOBDcL6GYHTK+DlJ8hIDsyXGCwM/WZzIWYf+fUeVFkEDPC6ASQp2Ok4A+Qa1JyYeXgtxHEnM9j2xE6OgCauXNN6ZNpL3liASCOJOdoGu35Jr3qt2asZJI0iRkUWdoRJyAc08yHCDSXTlEmY07uO6brmEFLBA8uTbAYiLF8ZgZClN+I5PwQgRDk92UBa1txDnBppCAqg4umA0g6rTEf/kYEeC9/9TkvAQgBvCySN0e5V++BYQAcgWy+QCmPc5JODwSlydaBOVeXvWd6HVGpI6LSNu2p0Uw6juXbK0evvPZviOk5BXBMdcLpN/2c8uZT96IWY6k3/X6svKfKmK7Leeb777SBh4xMeR64nu39V2nos6oXZKnzrPI52qa0PryX7+MADIO0eUAmCtomtd4fMkeA8+V7DHLd0Azf817aeJsmx6qciFzelZwml/ryKa/0HusxnhfQONRphVDeP+osYNt3zbYV+z4sixwL4fh5x74fM9sG9fnq98HX6eS+zA4QBB6HVJ/pffWl3+LB1aDZk6kvAINLBJeOB+ldr/ocAFHGquXSw29iBa6ZgD/6u3/9cff7DduXXwX8vb/zg681Tf/xnz7/WhP8Fu0MnL8p09k4E3gQ4OUWQlwxwsCH7PMBjddJciHAC8AaXxN270dMLwnLNeA3QFgR4shYruWlm68BvyFcfCFAyS0CrpkEMLu9AGz5LuVlEiaXvYDs3TPCeCvgNKwZfi9Ajh3gAsPNki47YNgw9tcEcnpc6mF/TaAoeQo4JMzXAnbH+wIIFTSOG8bu/QEXv9jBLRFx9Jhe7bFcjpgvB/hdxHzpcPnLGeOrLeZna+yfDtIxccpj4TRZieBJJi5ujnJfQAHNrmY84uDy5EEeo2Hg0n3HyQEM+F2swTKZicQikxEy4DmD3FiDYAt+lTknRi5rr4lw08GSKSMYVbn0NyYCOWl7rBM27ewHV64z18AJK08xDRYA4ACOChRYPkPOrQoGGIA8FoBtB7R2cLPXWfBsz9VjFnwrEEhgnZclgdmUhtOBrwHNrjPY20EdqIDugfWub9PpfbagWZ/BqXSO1dMx653nCAgPXJ+AFZ0AKBngtveu39tJz7E60npNz5OIJG2tl/hrKAnztdwHcmraLiihl9bMtV3AbM9pjxOBvBPwPE3AagIPPk1cI2hewPtZ8s1M45HnomCrui8S8GfvI8QCmjkWMBsa0EzSrx8AR0d1fdt3wAGITu6lNQXvJ+qamQ/J1hAKWNbv+h4ca3uPBc1qy3I4uQBKuwPkuQQu92nz8l7qeWbw5ar0p2revLfpfSYmWb014wstEfBOVk217jUvB4CB4S4c9PfvkjGA2HtP/pzaGTh/XZaREWrWjwHay+9xBNzWZWlEvHrE0kcGQgS3cwhXAXCM5QIY7glxAOLA8ETgxNi6OckpGJheE5Y1sH4RMWwiLn+1x6vfXWN6IwD66pcBt58MWNYEXMq1YRImF55w8RUjrAXgRo/EPiOx1UgTAoZbgO0zwrCRfunqFwve/GAQ2YgCzoHgFsaykr/DVsoQV4TpNmL7VHqT3Y3D5ecLlisBwy4w5utBZCZ3AdsPRqxeBcSRsNysEFYugX8BshQKMIYXtjwOlAEvIKwep2MWYCqzG1ZSFjczXIyZhXYLgziCAlcdXWalKQFUJLkJuIDK1tL5AMpSnf4euQLdx5qbfj5IWln03nic80rnLMiDloJ/ZT31XjJ4S+CXdODLBdYkC8BjJ21FgFEQ4NoDCI8Bgxbo2kG9AlpsGD3D5inDRq4wfy2r1Q7YPTa6V+5jA70Bu9oWqXfv7b30jtn8er/rYUclj4fAeM8U/OjA331WMU9wj5r3D5yQktIJkGEZybLPxwAr0GdNrfWONfdDjoR1bu1tQLN+1XsgAunKhvfANApzOXh5J0OUt25ZANv9n7oXTZ8IjCgAN6+u6CQmtTefJq9R+m94d9huLDvM0bxbqI+fYsUfKG/3nJgAPXN5p9o2qm3HvlenAPOp90/zOvYuEIGW0H+/dWUIHrwe5XpPeXWJHYG9rMrRHMq7TgD71JaDAOZwNab3khBGB78zL1BgxEsPN9cvVcs/nO3dsjNw/jrtGHgG4O9FXjE/CaCFwOtYX9dLx3xnD8SLKDPa9J6HCYjPGOMtYb5iYY89Y7hzGGbAb4Hth4ynfwps3ieMd4TNhxOiB8KNSDrefG9IbLTk4XfAcgGsP2csKwH40xvGfCmz5DgK++hmYH9DuPgyYlkRwtNyrVtk+UkkE6K/VtnAfJHY55kRRkKc5D63z0hkIyzM+f6Jx/QmSAcVGXFFiJ6S3tnoopONtyHN6ClppJNEIwI8JbCfpBjROwHkSxQGbnBoKRG/L1IOAPBzLHKZJUonagC6ZZvtdwoJxEaWvpULq8xH8BiALNGomkhzzTEGulru85QZFSspyWUMXAC4I+nsbfkTgGFA7iElzt5X9ysJKDtVBjN2aTLinbBfdqn4QfazYZ0VNBOBYwQNw+GgqeycXtYd9A1Tba97W2tZYAtQGhnGAWhWLXhnQK8A8AnryTwqkG4nBA8x2nYSqPVq659ZwOyylIb3GCmFBWjtoQjAe0lX81EADfTlOvk+tehHJhHHGPeH6vUUS9073jwD8h4YB9A4JtmPqyd7raTnoZUEBbHpeRAg44GubI1jqr9mIpHfsdC086b81Xe7wqOaMZNusEjfyB2O1Ik+G06TWfLmPC2XmXAc3veRd9JOlE+ZmehX78ASRULDLLKukQ7yY0eF1dfkAqeJC+CWCPZGcqVjU4jgKd3nkuohgWK3iMwQDlguBrh9hEOEm6PIHtP+n9yXP2Zy8q0ZI/w60qnfUjsD52/SSP7xKmKZOOlBCbzqLQ2az4w0OJFhJYvMgYfC5lEElisBP+MbQlglYLsHxluRa9x9Srj8GWP/lMDOgQfR0A73jOmWsb8i8ATRKQdgfMOYLwjLlTDPq9fS4cyXZMonso/5SjYs+q38tnrF2N8Qbj+RTsftUTYHaj9EwP5KGaY0yHvCsqbEeAtwG2/ltzES/Jaxf+6yJGS4nTE/mRAHwni3CAjzhDA5kIJFAHCA20cB8gQgAGQQZ0wyjsxEM2c2WbS96UTVPI8ONKdn6eSvLNEpmAB0y2ELppXddoERPVUDuUozKHANjkPZmJc3PCYAzd4AgR6IMh0wOyCmgcHNiVEmIFx40MIiYwEXOYYnYBGdcnsfWq+ZMbOfM3jWQmj5XGFxtKyDl4HLDmotE3VE70jr1cH9KmCmYRAmMS4lL3J1HR1js04NVseWkhX4pUmHDrh5IhdrZpr9CXBmJhzVz9Vk5ATg701mWvbOCVMmeSQtrvfI+u4ekNFJ1HZXgFo7kLaAsKc3tjpmldJyrFYjMug9ASpz6Trg+lH67Cqxw+dxUs+s1gBEnbTROALaPknAK+1nuY95EdDYgr4ua2qkRQ1TS+a+hY02k/Zg6uSR7H86uda9m3usyttqmu0E0YJlTpKfyAU060pVr1xv8y72rmnLemxPhPnM6yI/yats+g7o70uU1REP0E7kNZzroCY4eHAiE0z563vrEis93C2Ik4PfhnrMeKdB89laOwPnr9ta1pnkxRlfeIQVI16GWt9MjJbtrK5V8Ky/A8L8roXNxCIAOk6M/TMWYD2mMjBw80+Bu0/lsv0TAbLTG3mh99eEOBCGHWN2BBfE2wYgzPJwzwgTsKzMTDzd2rCV69kDV4l1ni8J411EmDyWy5TOlMCx8c4BJ6x09JKP35FsSNN+28lAENaE+cphuXC4+sUMvwfG2yjnrjyGzYKw8oiDQ7hymF7s4cnUPWBkEwVIZ3kEkteOgYrWmYQtp8gCBp2k4Vi8eriGie4+N/2aQTGbZ6qAGoBhe1WeUSVnGVmdQOWJVALsOLxOWaJqISMyHJuOOaXl9n0WQTv/CjRbljgNGDKn64AABc/OFSmMah0tQ6uAybJDmoZliqplfarBdmvOgQYPjsGA+zTJaHWMWg5ll1oWusdYpe8VKA6xLk86h0I8uBeKfba4m7cm12Ohjy1RwzCyBnC3wJb0fNVyOnca1DODVlPW6gKQv1wY0DwR9IUlRYzgqJM83YBm7k+1tU6OEeRc7m08bK3RVZ8EzR2GUuUaRyUZctLxY508OMT0zqfnPQdgP5cNmcDhpOPUxjoD0nJ7dE50/Ho5UQaqClIzcO0Yh3ganGlebXmV/W43RR5cTpKHL+XJ7fDYptK0cbdbjnYC+JCUx+aXypkn84OpT5NHteeAqEyEdbKyqJ4c4CmNGY6MLC4J80jHSQLNi9TF4BBXSa7DOCAilMiQfgUPS5G+ZZM39y0npL/FdgbOX5NV49yB1AKY31/gbmWZ5tFupix41nMYYMdwQTYCkgNoIQx3hHAhg/Jywbj4BeH+uwy/JUyvgP0TwrMfRWGSE7M7bJRZleTjgCSDEBmGAr75mjLwdUHAbhhJXNXNwPap6LanO8Z85bKruzAJSFevF7ohjQGsXgXsnnghN7zel9zieC+Tgu0zBzdD9M/vD3ALY77xWL1cML7YIlyM2H84gUnSE0CF3DFZsFEBQDMRYU/CuIYAHhPII4imeSmAN46udJwVg4cq3Wp5XpdTmUueyiwYN1a62bKyZgNh8byik48EkBS8xsZlXA9026aVJhS5XA4yoXMQcKxltmVlzgOCDFwQjSXJBIoOJPsFCFPyYsJpk4zdoFM2SDWXW020SzOuZUElLdABRv9mbXvLinkZwFuZRjMZOLlkbEB9blsJOGbWuScDAWomnahIiXrn2rxtvr1jPRbcstuuTOCk3hKrHF2ZuChg7t1/kyePQ5ksmIlO/s3mr5Oc6IQhDQGs+lsA+YHntm88QrhaS12BaDXjweVA1vOQqYYXeLSOubLunoXEssZQ6iJEYJ4FREb1pGTHhiN52E2szhWtckz5LEvtnSaEArKjTkDsvdTtgzoTpKwrj6Vu5IABzfa+TRk5be7UdCyA77apY15zIsrE+JSdejdaWxZgGksdavuMEfBDPSkBysqL1mCMwOhl8gfIZGAOwOgRVee8xDw+MBHC1Qh2hHAxwu2D9Me6Smlv2a4iad8OoJXqvQt23hxY7Aycv0nLDd/ShAAFArsHXni91oJnx+BRfo5rLrhkkI7A7wjDLYFm4O5TxsUvCcsVsH3OWH9B2L5HWL8QaUYcATDh6pcLlgvpKFRW4YK4ntvfpJfaAzQoAELe3MgEYauvxW1dGAVAqes5YknD7xIwNOD5/iOP6bW4uoseecMhMbB+GXD3kcf0RjbjhTFJDTxhehNAC2P//gX8LmC8jdg/8YgDYbkaRNoQkpZXN1wYt3mIKFIKnzqrgUSzu8S8Ec4nYGMBZpxkE4dILpBBcH7KraZVvwYUgJHwnzLZ+XxLBqZ518EmrBbTRT4E2PYzA24fhO2YDAhNk4EDsxKLzNybE6OVjTSAjXTjkpZBGRMZrHjwedASplyBgAU/nZHCDmDAISuloLk36KrHhBagWtBsv7fWAlIzuKoWPLNyrgGeHfa5K/NorT3esM7dc3tg3+SbwbM935njLWg+VUbnwFTfG6nswgJne//aDgBQCMZnbTNjsm0gusxA97x8sJEt5MmLc/XmwoOyW9CO08C4Z49hANMEAbrSsCw1aLZ2AjTLcSqrAdnSfY7jwXPO+dvfTnk0yUnycZ20Lau+W1ZCkg/rBNXVMpqqHZjJjffgeT7crOuadvjQu9OszByYIwHN7fncvg8ksjG1YHTQRKlvQWmqaZMghSjjjF1BGVyS1HFu01HzDSjvH9B1ZSp1x9W+g7O9W3YGzt+WESNeRCASeDSdFtXnZMtUIiqGtByWjVoCYkWiQVGumV4TNmvZLLh/GsEDI44OT34EhNGkScDrHwzJZzDgZsZ8JZ0CMcPvODPQcRRGerkkDBspUByA3cph2Ihml724nPM70UMTJ72yMspkmFUHzFfiFcTNCSx6ITd2TzzYq6aa4PfJfV7SHrsQ4e9m3H/vEtETVi+XsiEwAz4U1k3ZZt0kp8C3kcFw9l0MRO/gggBp6+cZLjGwTUeeWeXes/JyH3ZTnl5TttuVa60/5wN5hp6sTLoXDyXW5Z02JV0uFrajDIocVTJh25P6jUaWN2SPHseAdmKasy9nksmdTCgUnCKzZPI9AWmH4gaqx5baAXFekj9cI9dI+Rew1fym5h1ArmabWzslT0ABrBl8xgY0V3l1gHNTZzbNR4HVXhrHJgFW32kAR5FuoLDl1PEt+9j8jbGCBnIFSOukKHJitZEaFKX5GBcgq+yvrTtlPoECoNUMkM4A2oBnGPazKqfN8yF75DL5QT6pTfA8I8sVeqD5gTyzlw4vqwF5opa1wnYMMQBZ2+apyRRwcD6ZNnJYngTc1Ze0Bc25/T1CVqPnpXeYhqGW/BzzqNGbwKodmyD1zKalfXCIZTXDAntKEgwDcjN4BtIKivGoYW+ZufjFt880mD0kemoam2iWMZoHKmzz276X36AxGOEx7P6fEzsD56/RqjG7QjEQ4DFGYJ8GEUIByr33w2qlAWTkkqQeNHvwFAEPDLcpIMkY4bcEtyQpxj3w3j8gbJ87XH8W4RZk+cF8RQgrwuolY7wP2N04zFcChIZ7xvSGsfnQwc2MoPLPKMFJ4kjScjhJMUZg/1RAaPTIy/ZxkHsLa7kJvxNwqbKNsJJBlx1j2IgbPL9lxAGYXsvGQxAwj+JpY/1C8p6vBoSVBy3A9Wd3AIDlZgItLEA3eduIo8szeQaBKAXx0L4+6ZsBNK6hUHw+6yOM4o1Dg6u4RdhVBZutz+TKl3IGvUc6QgWndjxwZh7VgmYgAwD1ipGbUgScHVQrwFSu5ZRvjp3IqDxw5Hhu1X1R7QkjD5pJ2xdJBhTr29mymw3QzIDAAsFW/zgv4gfXO3EdZZaiK4BtXz4NvOIIRMPhRqRm8GzB+wGwtL+3WmYrE7EgIjZAsJF51HV7YoDssYq2vDbfCoz209Q2cLIMPXbvmFykBWREwkin5fpq2UQBXoyFE2jZZwXQLbDWY3rPQAbQFXgG+hOknp/oR9opn9ZtHnAOHAJwv0FmMgFUjK1+t/di89J6sqsY7WRSWWidnPQArCRY/33gPiu5Rtvf4EhdJL11BYRtOayvZi2LBj2xPtlbcNy+2z12+SEQree0qyC2jTOLpw17LpGsjqSVSCEJmrauQNq0fSCNCdB2DBz4Z24eETsCjzJOkJIMdHje2d4dOwPnr9kO3m0FUkCNfHqbAg8S64DvBLB4HQCC6KaB5J1CXr5lzRjuhUW++5QQJwHB4xtGnAh+K67jmBh+z9jdFN/Swx3j4ivpRPyWEVaUPTv4HTC9idg+cxgSG60bDLVsy5XkS95sgkpgOYwCSChIXgKagWGH7A0kTlpVlLXWLgDjKwl6sn4h/punVzP8jnD3/SvxtbwwPIJhbclUYwGwPLgCdiMOdbXMYHJlx/8iTEBejkZiDpImrdUxM1HRQlMKOKJSjQQiuQJPJmtCNZCy0e/2/TFTBUQp1v6Xc7ns7Wm2Qdpf3qyS5CjayVPq+xVAi/s8OzAYy0AHhW3OYBqFjQYO5CDVxkGVPFgbh3z8qIbYpq/AVu9btc69umvTQbnHrucKC7grsGrOaSMitgM+n9gcqNdZyUObny3PMbbYtotj4OMhIHUMqLRlOHFM9iw4cx9NmRKAPso+twxxD0D3wHMPTDVMdCvleDQ4foyle2Pnkh/zJu0jEo0KNCvodi7vDwAMsOoByGPPVVnqdqNoaJhw87zJu6qOqG1/bf21kot2QmWv1fN6YL83GdNzHprQteXqvTO9722bUdeZESBYrz8n3tmHjMp59apoug1X3H8yZLW2F4z+N2nnzYHFzsD5m7R2k6B999p3jWwndQR8U0qEKTPP4SYg7gnDvcus4sWvEoC+BKY3wN33GNsPhLWdXjHuv0u4+plok+NIGSQN9xLIZL5Mm5+CgOflkjBsGcsaGO+kqPMlYbxnjHcSjIUdcPmFhPIOkwAi9lJm8dBA8LOE2g4TYRlSBEIPrF9F3D93qDZHDMgAa/1VBAi4+GKBC4zhzQwQsL+Z4LcRcMhglVRH5iGAPqYlSJdYZ7PhT9xgUQG7REVXpqBSH5162kh56O7pti8hZrNxLf0WBXwDAjoJBXi3G0DyEl1KhziVvVlebjcAWtd5tmOu7sGZhqXeBFK70vup5CQE2fDHZVOglM9sRHTGe0cPoDnkTTW5JA7C8DSA8NAFW0lXff5md1Z2sNJBVUN+J0BAlrGzWugWWGkY3RYsNwxV8cxyhAo6Bhbe1mwdHhuUe6D5GNA9BShOmQXwbXqPMdLl/3I+AbW3glPgWa2nTT7mU7bdJNi2E+ColOOkvY2Hj8em3bK49q9Ki5iLBp11Q6mC6AR+bVs59ZyPyXnMeToJyX6iT7V1e6x9J+1E9xioD0H2LPTqq/Nb3lh8qo330gpRGPqGGYYSGO01kWsvOwqsrc7Zoc8IKxkQAaR9TNmXP+k45YonJzO2R30+TsYpmSR18vgNGAMI70ph3gE7A+dvwLrjV+rvKJQQ3L0J7KP7c4Ysjc+ibaYA6Ga1sBKZxrgVacb6cwe/ld/Dhbys+6eE9VeiNZ2vCD4xkH7mJLOQArpF5Bi7p/J58zwBwMQ2j3dSFokc6NJGv8LwRg8MszDZAsLkXBCyZOPlX/Dwe2Q/z6xSgkHy3nzgcP3zgM3zAU9/dI/lasDdJ+IW6+pnM/xmATFj/3QCMTDciQsQSpsCYxp4dMNedEkXnDTNlhFV8BQVtGofOxeQ3QJTu/Gw15nyYDZ/OCAOLssrKDGyOU3VGUPqxgYnqdpJAtSIXOmhWzkIMSMOTjybJPArzYeLKy67T8gOoplFJgOeUQN5TQN6TspBlzsXE+Y8mmM5Qz4EogredVDTQTyUgbhaUVAvIDGWQa7ni9hqoXUwbZ77Y61iAHuD9mPAZsvqHmOV1ezmLQuy2rysJ5LYpN1jkk+Vu/29nRwc67CO/M6DFzBm/V630o0szzCymGPa5JZ1Bg7Bsy1Tr731rJUMVXk2euKer/GjgLOWaNQ+oO1Ez5UNtb0JFOsm2+R/e0lehcxk8+Ae2uc+DOX7gV/olN8xP9Cnnn9vwtU7T5+TBalmApAj8Clhcaott+1W90UQlVWrY++aLaNOslPUv1yvygar5yGglmocm+QSZckfzaF296i3YWV5uuI1HGnvZ3sn7AycvyGr+qg8q2QJfrKkl89zFzwfXN+zWDpJtyWEFcPN4pYujkC4ALABlgtxJbf9kOH2yZsGBKTGQeQXFJE0xvJ59XLB9oMhgTqk2W+K7AcJdjJfI4f2jqMw0XFM5wcg+hKSOnoCDQyvK4MsGubds8RKu8I2im9MZDZ6IfHYsX3PCYj+eI3hPuLi8wXT6xlh5REuB8TRYdgsiIPDfDPC70LaOBclyuBIOaypiwImFeAzETCgYm0VTGpobrupQ7XAVQQ+BZlALf/ImjWRbXDa+OEWzhEIY5KPqAu9HEYXKNERtUPV9pImApWEg2sASGBE5yrfzakZlnN0cqD3rSD+kcaJpadFB+lYADIAHg3TY7XP0yiD0uCLBwItU4hdf8JZ50yF/T8AvD3vFj3ZRevLtWfNQNsLSmL10I9aJj62tNwFFvXEoQLNp4Cwvd8eeH4b67GZPWbvFNvdnMNpMpYnUZYJBmSCypx0z0fA8ynWGegD13ZJ/tj9Hrv+VB6ddA9Y7WYy1GWaE9ucWeZBndt3njOQA2FlV2uTDevrAAAgAElEQVQKtjWUtGva3jEwdux+OyztqXvOvzPX+xH0u1qM0geoZ6AjmvvqHbNlegiUT8XrSO3tyCTT7g/I9Utlo6/KNgafNzBqgKzMPvvT/UgrbdMog/JFsrPBrHJ/bfbYvAt2lmoUOwPnb9p6OuUeYLY7vB5rDqAtISbQzATEibNWdrlkTK8Im+8wVl8Rdu8zhjvC5S9ErqFhPudr8dXs9wKGKfikGwaWNSFM4knD74Hte4RhE+F3lL1sAMB2Jeywm+UeKTFHLpCZOMj5tCBvNKRIIgF28ltYI7uu81tk13ZhJMwXonm+jIzVlzPcPmT/ysulB++kg/VbCdXtN6GAWWbZUBg5A+isZ02dlmWYeShAO7PSEUWyQRAfnqoVRvHtqwC5rCpQCSjihNGIEwGTXB8HSv1uHzxRYCCBf21SCBFVGG42HTHKb9JJmwE2mchz7OBTGB2nmkoDqPUa0sE3L6sjsyrZS4Zi5ZiTzs9Aom4lpssPSUeIMmBFBqsbqB6DaIN0aHANn1xgjVR7G1Aw0bMjA90BaD8CiNXLQTWgt8xz+lyD+xPgV63aRJb+Vvelkyg5zwbb6ALYirXGw6xy89lqbLvX9PI8NhGwbdxx2mSsrKfLz51iFPeGbTS7Y8wzULPO6ABXA9wejC74Nj6hT4FsR6j8H1vQbNlpBWnKNMtJ/UmPqfMqGI0td89TjLKobZvVNNvfWmtBc69NEAlo56Zcym6r94xhOJROpWdvmWa75+DgXTtWNhiwXE2gXeoXTb72GfTeOyDXJXtfSc/gnGzqAw73yjhU76T087LC6eaY74cdIU4OUbtb7U/fIcB8tkM7A+dv0I6xzsjU32MSMcDb/iaCVMTLCJoJYWSARYoxbAghbc6LIzC+Jqy/TCB1RPYRvP6Kk19mAVXLJTDfEACH6Y6xrCix0ixRBUfC9FrS9Xt56YdNiX7nFmGghx0jBsJyAQHgs7DHwyZif+0RrwG3L6BYNwuK7hjSCaWyS7mkvsIaePaPZ7z63RHzpcN4P+LypxtsP1xjej3DbRa43YL980u4JYrv4lR9fh8Rk+s2kcwk1kCBpqcSFXgQoFt5VEisdP6cnmcVbjsxB8x14BUAcDEWrxw2Xe1AEwOey5WAPAO1c5XUqFyoPXaU9JA3JEWdixl2OuNrgkg1gMJ0eHVvaMENZONgpDwQChuGauCUwS7WQVA0JLmCzS5b1QycGZCbAUxdZoVYg4pQvGxk/aMO3Krn7rG6ncExD9I9INGWmTssWM8OQLNJR++rZS1bzWUPBLcgoQeeqxPMb8qStel27tfeXxWwpb2XU78dA9zepbZnoi8SV/pnnVAJQ92wz0fMRtA7VQaNTnjUvH8YXJs838a6oJmoBs09MN5KMSh1QqcmTbY9K5i278Mx9rbXlqxGOm1cPEhLfSETlTDhajEKYLZlaPNFmZS2Uo1KHtXYgQ/96iCDdjP4cn0ImNtnZ/TQnJ6NldkpMQCYiesS6+P2/hQEO1n95BQ8hZysNMq5Mk4qMQKgvKfvCIBm4OyOztgj1qPO9igjRX1HjrXf2wAop9hm64FD/3ph7+C4aKY56YdZAWkCnCvGciFLzX6XfDHfiYeM+Vo2DLITtjmsBLDefuywfyJSit1Th+0zQlgDcVIts8g+aBHQq6DMaRRYRg6osn2eIgd6wnTL4nJuknxAyOG9hy3XValVEksEwpd/YcTFlxIBcb5w2H64hlsYw6sdlpsJ4XoFt4hTeiYgjiSaZwb8HCsvE7qEFtNSmzCtOAxDrXMd08nKAgFXx8HIURJFwy3nswOWCw+QsLnVkjdzNS/KzG3Ko/WooXKBqMt4nWaTffZakN5hMTKI9gmwOVv2cg/VsiLSvXbAgspQmFAGKLuJRgesCjiUAaiwqwn4KmOsoGIcZFBT7aL3ZQC3A6GCy547r2PlbgbeLihmLv50cTgByvmrhMc/kL9vtJ3WDuqpA6p71suvBQrHNhbqPz5y/6kODv6dMl2Kt8yp/hu8AFRbT96VZXIFLrnMrpRfv2vdVLfS1Fk+4Mo/e1z/eSkPRnFhSN6BUv6n/lVpWGu/t940XH3fFWjupddhXKvJnm3z5pyDz1rH9livjQz+gCnP1x/bCNl+t271NBCJvttEyT+7kXB0pEv23To2gWt10LTdl/S0rbX32pa1lYykvos9ySpP3l9h6pi5JhrSpLqKFKrJT172t4wecSz7K/x2gd8ucHMaj7I87+A2f6MWv+Z/DxkRrYno7xHR/01E/4CI/tP0++8S0d8loj8lov+aiKb0+yp9/1E6/jtf17239o49mt8COwmAUc8gHzEGVunq9fb3zJgKo4y0jOQWYP9eQJyA688kkqDfibZ4/1QA9P2HHsOGcfl5wHjLWH0l/pRF58wYb4Ut9umFDiMJwREZ842wk+NG0hXQCCxrkVOIX2nRTbu9lHn3lLCsU3kT0yxu9CChvLOfzHRMA3H4AnLDSiQm4z1j/SLA7SMoMJZrCb0934wIK4/9exPmm0GCujwZMysQRocwObAjhLWXycQ+wu1jCnqSwpAnQNt1TwYUxhfI7vjUJ7RLZVWpR16eVY31LMt1zmiZlW3W++yxKkWaUSQYIrFAtZFQCsV5KTQf6wyQ7X2xbiT0dMA8IwFMBci9wYcHGfTZuzKA6CCvaXYYrgo8r6aSbgs+56U+puwymTwtAGgAtAVpLWC2v7WDtT6j/KwMC2bbiOZfAekWlJhB14LV7JO3xwLa84ycIbuwskCDqPp3AKROgQeu7+uYROPAn/XbmgXKSX6Tn011XMAsuRTExnvAeTMBSEA4T6LMP+AQLOf8XQHK+k8B3TCUf7102382j17+pu4PXM5l4O0E3A2+dh/X2rHJiraNx9T5qUkTmbJnqVT9HlfX2TLp82zzcE2aRMieKzRwja0Xm4W+Z8oCq2ziSPtk7XvWpg8hAtvogfa+enWk75MtT9vP6feIg1Uj3RdzUA/MeSMzhVj3I6MrUrxjqzt//mwH4C8x878K4A8B/GUi+osA/nMAf42Zfx/ACwB/JZ3/VwC8YObfA/DX0nnfiJ2lGt+EmTXx3J/ZgCbtO5HAdtsv2d8O0nCcQTIIcDsHdgwfhDUMFwy/lY1h+xthmLcfMIYLwuor4OW/vODJPxrgboG7j33e6IcoGwrdmPwtJ+bRLQBmkWlMt7LktHtK2D4TbTQAwMl5YSX/AGR3ZWEl8ofs5zkC4524xANESy0zbsqA2UVgfyVa5+37DsM2gXQSMP/m0wHrVwJA6cIjrAhXP90gXAyYr0a4JQHUOQFvL+nrzN7vgkQ8JAijEKV+1U+zT0A36kBGyBOVOIpW0M8RkSSkteqdaZZNSHEUSYOEJhdNcvAuA+wMknXyYzGcjoFGTkFBPGFk7eyQlqUtxgpF494Lxw2kwShKoJji/q4BhNrurGu9IVWCSloM3W1DcQuDLasg2c3fYMud0qMUMEU1uwxp02lSVX5EvVlHvwM1k6TnOwHQNC+FJTKgLG/ys2DDDn7NEjV3tNKnZAusS7bHgEYzmBYgrAC4ARntNVVByjnVpk69nR61o/XIfByom++9UN8HQR2OlKmU58T53uXj7DmDKWpXZ2KKeLksojONXO7TCfubQ0cDOLl5sLqfwkCTc8DFWsowL+DdrrwMj/Fy0PPR3EzOMgtrACkbDy+Vnl3N1gMAxFj0zbaNWMa212bsc3a9wQidZ3fITudgQPae2mtbWcQShHUOQZhmGxDFTDYPNvC1vtFt2mje5/YetU6oeQYAePTF535TZopRNM3M8tdWj52oOrmG1dc/hDzg1D+7lH6ZwMq5WcKX9M5hdPB7IXeW0WWC5F0xBn/r7uhYtFK36euY/jGAvwTgP0y//y0A/wmA/xLAv5s+A8B/C+CvExHxYzVXb2Fn4PxN2THwDKC3EbDqqzpIKvcJKOkKCy0vo9uJlCKsGHEd4e8cphcCasMKWL0EptfA/ga4/5ThNi6zw34nAFbkFBD5RVq214AlMUUKlKAkDtObCAqEcEEY7yR6IFikHCpdmN4kzxl6G0neMSwAEnheLsSjh1tYIgwm/fSyTu7TgpR/esPYPCeMt6LDvv4JY/0q5mWt9asZbvGYr0eMtzPc1ZAZ3eXSY9gCcXBZ46xsXJxc9rpBKnPJWFHZjVTVhgnQTX3B+ayh1kmCMg7qCs4tAorC2hsgmnw7N+90bjaE7JdbgT3DMDAogxKD82a/VvZRviTQqmm7xKRaeUUeuDinKz+kBpifI5JMhbJetvLzDCS3d2lDjAkXXPxlAwiiIyQFbs7JQBRjcWsHSKjtVktpPxMVkETqt9sVeYd3onHMmsIykB7dDHhsybhl9o4N1r3Px/pvHcgf2J3fzfPY+REPrycSyaRFn8+xe3jo3nr3daps7TUZDNZ1ztb3LlD58CV1PQgUIOpTW1pCOpaAzyPGzUqnHEJasYnIbvGAuj4f6yrMMs8KAlNZ80ZXC5r1mgz+j9RtKfghWD7WPu15IR5nXNvr2mMofUQ1Uc1uEOv3LB8bB6gLPY0TYMGw9q8HG/t6ZTsCiGkJMuFZT8gabGbQvIBXhnVOAU5yQKzehONIuznwOpTBtdSpECicALRMvMWVHaDEira3sPKyMulIutIkwWMnY+Jv+SbB50T0f5jvf4OZ/4Y9gYg8gD8C8HsA/gsA/xjAS2ZWUehnAD5Nnz8F8BMAYOaFiF4B+ADAF193wc/A+Zu0HnjW3+1pPdBsPx/bHAgIsxcI4SLC7RzgGG7nQIGwf8ZYf07YvR+x/oJw+z3xuxxWjNUXDlc/Z9x9TLj8hcgH2AHLkEANAW4vmwJV/yyb35DlGwrKdRNf9CLLiJMUeb4SYKWlj5OkMdyL5nr/VNhHNwt4jqk1+h2Enb4kXP80YvfU4f67hJt/yrj7hHDxS8b+hjBfO3zw97fYPx0x/fQV5o+fYL4csH864fKzW+w+usTmownrL2eE0SWg7pPkgSs9sd9ExLGwz8oe5+pODIB1GyQRCJX1IPhtAIWYN32II3yG2wWEVQ2aqwh96Tcym0Gyy7vAyX90efz5s2F0UkiWUh5T9swqHzY9AbLawafVBdlsBjMwKoguGyFTbiUyYtNMi89ozgMHIANV1m2rzj8NoMWtX5qpLAVYcxqMi668YbMUZBkWLi/XMsugacN7Z7BqlpZ74Fzzas0O3DHWZTlmveMtAHiIZeoxZ5b9stYSl6buqvpUl1utdSYPB8cfA/R7ZbfpA4dAtAOMVOZDQNqsmoBRknDoygApYHIOmJcaZAMHcoADq0LWp3ykkOb3h262uRckcE6UATSrNKMHbnuWJw2cJQnt7y0AzKA1TzDT8Z7HmebdyNm649piGMa62iewm+Wd67DCskFuAY9DAdtJhnHgZrIHZI9NDojyRDn/lryIcNtWjZ6ce24Km1UjSpEg87GqCghuFjeZMZECKhujpd5XI/cB6P4RN4tHqDiJx4/hLqQxiUo//C4YS4iBr9m+YOZ//WS2zAHAHxLRMwD/HYB/qV86ALYxHh77Wu0MnL9Fe3CMeWhzIVPDXlO3ybhteeGWK2B66XD/MbD97gL6yYD15w7rLxjzFeH6p4z778gslwLgNwAP8pkHQtBVsrT07hJTvHvisVeWWvtvE+1PN8pRZLh9CrwCAdb7p1Lu5RJYfyE6agmcIsBcddAh/fU7xvSScPupeAeBEwaaHXD/3UnCgP/OewgrB7+LGN7MuP/eNZYLwvQ6yO/7CLcLAAYByOpBYiAMrxdhntPkgb3ILJzKHigNHITi9SI9UJcDo4h8gwbKLKzfLMIkTEWewQRhUIEy4AXOwDVHCiR0u4E8oDRLtxUbSiWv3FQaSQfUk0dKg1JbymWwoJxQPBwoeBZMnOuhKpP+xlx1WxJGPSYPJsnzARs9oNGNExJQsl45jgyWJYM0kXG+aLwz5jHXWuCky7AWtPQAhf1smLaD47+OnWLWUDNcB4Ow2hEgR717MkCbo9wPted0PBOcLLP97RigbsHbY1nbJg9hohPwT369c/t3ZRkcg5f7CqGAbAWupyYDCjTVDaIywDbkdwveTpQXQMnT6yqIgGZt44B53ZdQp9/k0/Nx3tvMWbHAbXonQHNeVVNf0GiAbJveQcYsk1abvHrEofKcKkBPBeBXWnd7//a3GCVNq13OGxl9874TeFxliQVp9FHtx/2Rdpsm8+rhgmKs/Pn3+iC5T1llowDE1QC3W+Q6LZKT8UXLI65fA8LkEC48dKM/+/rd//NszPySiP5XAH8RwDMiGhLr/D0AP0unfQbg+wA+I6IBwFMAX30T5TkD52/aeu7keue8RVrdPosAHgWAuSjAd7mOecNBuIxY/3zA6oXIJ3RDW/TA9WcR+yckIbhXwgj7nYTVjhPgtwK6ohcgHZMXD7cI26hBVdwsfzPoIwWhDHUvBwZWryTs9nwjrPTqlbDXy1XNclMANh84kYIktnr3ngDe659GBEd48wOP9/8k4v6jERefL6CFEVce492C6Q2DFoa7n7E8W0mZ5whiGRyWS/FXrfpk1miBjKwpzjpgZXKH+lmypxzGW9PgUV3ModLDZRa4oyPO2mQd25Lsg4+B6AxSzPNnm4n5PemJ87nMRVdsWSQ2bbXTYSuAzuC5LZJengabBMcrAG0Z+4M8BlfY20WBaSygOoEMe1Vm7lWraNlX683hIZDTgpTHssctM90DFj2m7hGu7LrF7P3eA82WQD5gvLiuJwAMw0DHpi7fhlm24FSBkQV6FjT3wNux53RkcsEpcBFFBiNWYIyBLA0oEY0MU3sE3GftcIiZvWY7Acs65rfVUHdAMxHUbWPeHJrK8Shw3lsZsdKJU/XZOda6WbThvvN1j303tEx2dSi1L04bA21wEA0nXm2us5FAbRZWYqVtzba35p0j1c07B54G6U+mQYJkbZey2mXrQkEzUABzO4lGZ3i3c9QlCng2UQMtAcOOEC5cJqqUjc7emd6RoCOMR7f2r82I6EMAcwLNFwD+LciGv/8FwL8H4G8D+I8A/Pfpkv8hff/f0/H/+ZvQNwNn4Pzt2Dew3iI4KDFs4BwCmfYFUPlbB7cAqxeEN38Q4Gbgze8k7ZSnJL8QgBYHwsXnLF4oLgkhAdU4AOt7YX33T1LmyROG33N+yS1bSWmDod9JWuNWvGsMG2GZ779D8Fv5rlEDNYogD4RIGq0vyTYCMN4yplfA5kPxLb195nDxZcTFr4D759KMN88HXHy1wG8i3BwRR4f9BwOAFdaf77HcCMJ3+wiwLIuphpgUtBLKJiQgRfTDIdObGBJaEvA27KYGSAmTgpHD58dpk59GEcwg2pXBSwLUCPxkIE9GSiLyXYOtEJJWOxTAniMaKqhlJHa5Bu96T+oRJAP2lC9TCtISuIBn9H1J95Yy86oESKQwnNqsLke2g9bgUrhuL4Oe6paJwQGZBdLBWCQgKHppoAyeqsesymjZKwNS2oGxx6Jb/7UWFNjzjm28avM/5TnBptuTYdjfLMhVjGjTaeo3hw9us6bkYq0dsB8DnHv3/BiGMmf+Fv1krhcT1AJlIlXKlI6r892D6835yYcvA/JcQkiykCgsJVAANGAkHO19HEKMLNMYh6Rtpqod5cBCQN22jt17Yly77ZWT7KsnbTiRpkol2DK3vZWdzNi6EuzEtD+KKYiRyY+dAcGkk91wcB6AWoJyDOBbphkojP6S9OntqgKJGzle+fzu0BwQx5JOu7nWbRfEiyYfTYtQtZ0KeFNJK0fC9ToB08mSnEfM8FsZj5ACVoWV3L/7BrQRv74RwrfvVPpjAH8r6ZwdgP+Gmf9HIvp/APxtIvrPAPyfAP5mOv9vAviviOhHEKb5P/imCnYGzl+3dcacrzd9wwraPLXf8sD4hsCOEa4Yy7OI/UeM8csB93+wAyLBvRlkQ9uOsPuAcfnTFEHwEhK2eycv+PZCpBlD0v8iAi5F/dNOggIwLIz5QgAUBdnwBwBhErdx4m6OsYwkGujk99nfAvtnAprHOxmU/Fa0zeMtZ1/RLgCcmO3LXzC2HxL2T4G4kkHx4leMMAGr5Ot5nCN2H4wY7iOu/r9bhCcTNh9NGDaxMMtpc54yvXF0ecBwyQe0dmDq7k2eLWUJBzvKkc/iQNVASrFmFVQqUaL4FeatepwKqBvmp98Wykf2kGe7cAFVBJE6uNKpVyCVMycsX/WeND3GYVt2lMVuFrCDYWQRAmAEWKPWS6OAetGSx8IkNwDWLmNXA2heYkXNZBm99UlG+JiO+Bh4bq+3fx8Tmhkog3mbnzLjp87rWQ80AzVobvN6LDAlqr1uVIDiLQbP3v0Ch8+kLZ8BgCclFfbZv82Sdu98otqfsEPqkFz1vHVTF3PznOwz7HnWsOepflbztRO9nta8V/50bfFEwaXO7D3pCoI+y/beDSFAoQa2mfF17rDtA2XPgJap966cYKu55xGnBeqPfa56noLuEGWSghoQ0xzAo5fJyxLLSpVL/TVR3owc10Ne+bOmG/6yaZ/JqDXaXvrKMDo4x6A5IlwOIu/jUq44UPG0tAh5xYMe/9bB6jtjzPzHAP61zu//BMC/0fl9C+Df/xaKdgbOX4u17dt+/nVA9COvz6wzCLQIcB1fE+LEiCNjeukQ9oThjjBfMeh+wMVnPm/023zE+OCPgZf/ooTiXr0UkLN74qoybN9zAoBZogKCBRT7hREHIBj5QpgEPPudAOAcjCP1T+NtiZA03wAXn4t0JN9uYoA1OMpwz9i+L+z46lUsu7E9cPOTAL9lsBdPH25hiU74bMT6lzvc/vAC89V12fQHAcjhQsro9jFpm2MG0LaTdPto9MaUN3NErzKKAjQBAfJIk4So7teAvFFOcXX2KhjMgKnPNG0GtHIGbttDmpzVQTsU7BIcc1qmNpOcBKJzwwHS8nbJpwq00rDVdhOjlY6QlsmaQ7k2Fu8cebNgHihRNg4mEG7LB0A22hgZwcGSarOxp/LGkYFyriUctXagbkFcD0wfG9RbPWgLstprj3k36IG7Y+A3gy/UuvAjeZ7STuY6pNRoYtNOT4GZXvnsvTxU/t7vp8CzzeNUOva8qv1o2+N+Glp2G/a9BdDA4TNsJr3MLKx1CCWEsz4jMvsI3uJesqs2TjPcarWlWRWxsg0FwypxaMtu66KdGBpPFbm485JBcCEEYl2GXhuw33t1nvM8MkGx1oJ9NG3cbE6kJYJHQryQQEqcIxU2AF6fsSbdZO1mmaUHZaUZ8PczwuUoq7hOCCk/RyxrDxpLXWrUWt1vo58xUO7f6R2RaQBQ9eLZkp2B8zdt6SV4K1NwBPP3RH/BDIkeSIz5qXweX3rwIG7q/A5AJEyvPOIKGO/k2mf/UOQWH/9vAT/+dxz2z4TBvfx5SjtIvnGQ8NlFpyp/1QuGmxlhlaQWlCQZiXWOnuCNP+H9ExKXdk8kvfuPKLulW70UN3TDRsDweCcbGIeNbDD0e4CJcf0Z480PHe6fO0y3Ehp8/VKiCbrZYbyVTXlhJKy/WqQM+4jds0HCh8+c6lh+l3tKQT+gZFOJoud2Rmc7UNr0aJ5TYhqU2c1R/dKGu3aRQHXoUnlU9UhZ79xoqSvNMtFh+9Dr00RGAWYenFvtZLpH9emMNGHJLvUCm8EGZVLRkRgc1QcCsqkUqe7SBKQMQJyZl5Ob2NR13SB6S46xyDLawdmJBOEgBHWPEVPrySYeA5RPMdinwGWb9gmAdBDKt02nBR1AkbH8mnawCdOAjm4ZgEMwdAr89dhRPfdYfbTpHzv+kPVWCSx4tr8dM1PGNtx2BaQfizTIDBIPtIdeGUzmkqfVcFtvIuo3OdshM36w50HTIcoeKirJRTSb/to0LGOt30Oo67/NowXMByseqMF+iIDz9Qbi5PKP2GzkbvuJwOLxIsS6PLG4FWUC3G5BXA3Fl7t5pnE1wG3n7EKOooBoZZtp4axbHrahrOYRIUzJb/NAWV6ndUfM1Srh2d49OwPnb8MeAL+PTkOvr6lB+T6UDtLtXWJUCcsVYz8AfkMYtsDrHy5YfTVgvBXQsvnA4e4TB3/LuP4xYbkENt9hjLfiM1l8bYq8ws3AskpSBePvGZBjEQC8AOqwphQVkEEpKIq6tct+mp1IP7K7u2RxEvA4p2ApCj63zwhxEhB/8SvG7aeEYQMMW8buicO4YcxXDmE1YlkR/MwYbmfsn02Io8N4K53XsA05gIlKKWTJrmzSs1rGsJaZgrjO4xTVUDthqQPb+eXxSLEg1b+JnEKZmTQAJ1d09hFbjbEi+syiKC5xzTntNfYvIbuRy674CCBnogGaJoWAaqNndUwHgchwSdN9bNOglKcAqUq+AS7gXcFUlpo0A2ZzXAFy5Qsa5ZipppPlKXk8EuxkoI2ipewBfvu9ByyPyRTS3197R73BSm0abZTBAzN1B+j8r1NXmY2z2s7ymz3vYFKkch97372JU74J7pehKcujrcdiW1a91wZa1vlIeY5KOdK5FKIwnIMT7X777HXS81jwrOyqI9Bs6vBA9sCl/BoFsHX51k56bB0Z0Ewhija5A9zZRj4EADeIazoNeGKDibQTpTY/5tq1XE4THSY8JRlNHZo+RPq7dA4lYBvFgwcPxQ2eymzi5LOsI/uhT/UVJ28Ih6RHTiDYzQHRDdktHWWvS9K5K1nhAiOsijyw8tYE5H0y75L9BjTO76ydgfO3ab12d6x/tCCovb65Jr2ToHufXlaAR2D7LGD1uYdbxO3b9jlh/fMBt99nrF4Q3v+TgHlP2D8RVvrpn8341R+OuPkz5AAflnVEAjxhVJZYJBRhSkAo9S9xSqB6EGZVwm8L0+z2EuiEPRAn6TgpKrAmTG/ExzMTYXrF2D8hXP0y4O67HvMV4eILAeLTbcT6S4f7jwk3P2asXkswlKtf7HD76QrrFwGrL7YIVyPWv9pguZ7g72fMT6a0UYUzyyydngIo4y4AACAASURBVMsAXaUkcjNAXAsz7TZyTYkoSFnOEdIGwbLcJ/XllgL2epsES8S99EcBeZQogQwJpZ49btg2oR2xgiEFuFzaiMo1Wl+/2jEry35gjCpAip5r06aoum1lXPg4eM765zSQGfkGE+AsKLbFIBQddh7Q07meZKMgcCjRsJsR0yZC3Vl/0k5t2rPH9fMpsGHL02OwW+ul0dlo+aCd2EiYt73qb7a+FWi48hx6wFh/r+u4A2703N4KwGOZ1ZxIB1y1x9Qe8wyO5d1j6i3Qb9jJY3nlKIatzUtpp96Jb2CHNDF8YALWHjN1Sfu5lDUdF1lbMyHxNlx5DZg1GmDesGfzt9Ixq022gLsnV/GunN/KQyiB4waY5nxGL/Xubb20k1Jf9jwAZQ+ouv80rkNZA04ZMI1YJu6V94s08RFCgUq/agA3kOQYi4Dm+XKAvxfXpn6zZF/OCo6LxI+wXNRySAuaK7/Z7whWFR7lHSnMO2Bn4PwuWw88A+UlRupPAgFM4JFBM8HfE+YnLJvFZgGyyyVh80kAD4z1LwaENSN6+X16zdh86LB5f0CcgPmasHopGTAhMcfIoImdgGJ2Apo5DcAElI1/O65WCfMteWSPHbQI6+z3EF30Vs4ZNsJKLsn38+YDj+glQiEYWL2Wv+uXjPkJIUwS/tstwJN/tMf4bEScCPOTSfxiAvB3M/bvrzFsFiAw3BIxXxcH/U7B8OgKyGXGfOMxvQ7Q6IBR3bgN4jMaBNA+ytLbLiKsnSzRmQAm1U7/WPwpl0Am5ZlmHS+Ezc0hthOA1eNZO54BhaTnAucOuouIc971LnB77KiZOYG9rD3HMo5WKsJESbqBCkDns4lkwMsaxZSG3Txoz30s8Mpsf7rGsovHmMzHbII7AZZ78pX6hCNg7whrm/8+BvBZtt5MIipz5q9eG4EclMawdj3vG908ojlmb60H+ByV8xvm8dimWN1k++Dk4RhIfptrWylJD8RaBtpaut6yz1nSEcRHMxGBowMNHuzSihaRuL/TiaGthxPAn+al1CmAyh2d9znPXLYGNFtpBY9DHwhrnTT7JA7OUS8bambzYc4zv4/ptzZyIpDqVSYV7Bwo6YmJWQA1c4nI0ax+cJoks5GItEFc8ua+FGsAjjJoVld3nPZ3uEWCWummcuCwLwqjlHV+MsHtAparMfd5ck56rGlcEALJ7N1QwJ/GAfVUdbZ3087A+bfB9g5YRWBk+Fcj9h8EDK8lQt5yxXCzyBtoIVz+RBhovyPsnjpc/Txg+76H3wPXP9uD4oj5irC/ESbYSihckm2oHtbNIstQ1tMnkM4kLC0gIDisBRhrxxVWQJgYficbGWmRvOIE8ECgRYC3D8JOxwFZ9zxsY/bzfPcdh+EWuPuE8OxHEeObgDe/fwMm4PKXewmJPRGmyMI474Lscr4c4F/sML7eY362ErCMxKAuUZgJFIY1juKkflHn9JA60GhPAIq3Dg0jC/kbk09nDYkNGMCsZiZCuilE/V1UfWfGuQwE1ZTrYCHHNAQ5A8gb7oihEhH1hNHL18o6dNDIWSsANoOibmjKg0nS5rUBOzI7yQZQKtAiGVFkcpGus8u5ao7yrdQDc8qn57opog5u0KRX2WOYzN65zXW9cLwH17ZL6T07xjRb8Kx/jZcbtgzgQ2XXNPJqACp2Ov/WA95tHRwD6KfKYcG2AawW5HRB9EMTplMTjIeYZ8vk6ncL9ixOVvCs1gPRAFodNGJMEQ2dvGI+sabWKwxQr34o4DXML5gL09xpkzx4AdXqDz2i1j/3Vks0nyatqkxWoqT1EGKtZ9Zr1fOGAnubXpKsHES+JCpfIkBOwLLbLyU/oPii1+fjnJAGgWVDMTPcZkZcD2mSk94RL2xv8YwRTT/IiKOHuKuTMufxgQEeHSh5XeLBZcLFLYy4gvRxo8vuROPockhtqItRJ5LDui9V2VlDGLxDFn/L43+/jZ2B89diDHqEr2b+dRreMdY5GbninJ82Hsv7C4YXA1wAlksGT4zhtQN74OLnLrPHOSQ2AW5mTC+BF78/4fJzcQ/m95yPg9MmP+YKdClzDAdEEJYLcT0XR8oSgeUCabbNACF7y3Cz+HIWTxXIYbsp9Y3hQjrA5QqgSLj+WcT+irC/lptdv4p4+mcLXvzBgOk1cP+Rw5P7CLcw7j902N+sQAF4+mc7LBcDVp/fY//eGjwNGN+IZCNMDmHtML2S5TWkzssnBjmOUg9593NmT/SZiN5ZIyRGLx04hVLHVUjtHgaw5xjsSJzAs3r7QAHycmriaglJHmE63PLY5EOkXPe0GJBlXVmRKUMuSwqUo7/ZttjeCwHRuQOWtWZO5boMiPJSvyuV0NW4pssdhIWHATcGMFILiiz+psTY69L4YzWkvc9HrJow9FyAnWKxLdOsbO4peYI1ywpX4EML1qRzLD33iDo5dX3L3rc4sidZaeUi6bzMDJ6oszY8cwHZx8JDnyi7PWb+SgAVVyY7LYCuJnEPaKDbZ8LJBVwIwjqTTIarybfmmdnTVI55qd3HMQvbOw6Vtw0FhwSUdm+ZZsM8Z7N+kHv1ZdtYtYJjQLn+tRv8iIqkill8ZptJibqD49Flv9nSPqJ0HUQiz0o+3jU9zTtOHnF08PdzZo7DzUpkeY7AU2K2o/TptET4zYzlZlV0zJDfl6sBwz7mcSxL1vJkPwHdgRBWHn4XMN4umK8H+E1MxxziRAjrAcN9yIRMHE2fiiLhiN76ztf+4LD6z/abtzNw/haNiL8+8JyREUAXC3jvwasILOnECFx95nD7g4jlkx3GH6+wf48Rv78FfrbG1WeE2x9GbJ97PP/jiIsvGV/8Kw5+r+yreLXY36TAFyzssp/lZc4+f11iJ3VsIdlNDBMFCUCOsGejDLoZ2U2d7kpWEOfvBdhPrwTszReUPW3o5kKA8PyP93j5+xOWS2D7vsd8KV5DNBDKcuHhFsbyZCWugXYB95+sEQfxuDG8mFOo7pBZLnFZl3w8J+0h2UmDPhOgLLFxkkmgdR+nLEeqj6wLljGwRNvTz80Sf8K0Ktuw8o7sgq7TpEqY7LqtZKAduQzSyjJT3aGzS5MC5rxJVJZB08CjdZC0eJxA+oFEwbZfWxak9FAYc9U8ax6qrc5Sj3b5WhlRh7SZkXrVkQFIpXl+rJSiGqDR18H2zLoAS+kcsKEGmBx40HgbFjznCQHAltm21uR3tK7e1npA8W3Sfoip13M6vx+0CZR+pV2if2vzHkyxgFy1th1ouRQ8tgA6X2cZak4sc0zRBBNY8ibttt15EtmCDS2u7ardSGdcx2lwkwzIWmBcaY/L79VKUwv8lyDnKwvdtmtNK0cpTYCYyGi7VeecnttuD15dgLbJ37Jtr2vZsEdmYymvB1klJMixgRBXQ5pMJoBt3cAR4BITre+12y2y4Y+Rn/N4OyMOWp91m3O7RVzQRSBceLg5IoxCSvmt6J0RBIAPC7Bc1/7Bw6p4ZSIuZJOdWMYj/fpvyhhnjbO1M3D+lu0APLfv5UFwE0UnOP4isYAy2jrQQgjXEcPnHvunjPUXDuv/d4XtB4Tt+wEf/U8rvPmBuHh7+qeE3TPC/Xc8th8A0yvg7hPg6qfin3m+kXTDChi24ikjJLd0fs+gvW7kM/eRAHUVSpWkY12uRDt99wnB78v9hHWSfHjxDw0HzFfi1s6lneJ3n4hXkPlKtMzXPwsAAculxwd/f4uXv7fC/UcSMOX65wv8NuLu4xFXv5ixeT5i9SokyYXD5c93eP27a/HccTOAHbB/4sFOGObxLmB8vSCsfR50u54IdOKibHoaIDRASnrgB4O9ZYbbx2zTzpH5FKQmGQlFGP/YtY6uJFjnm8GvJu+osM/67Jw8g9ollQI6LmCESNqxK9rBystIKkiWcCTXdjGzX0XZfKB/jRHEEN/a+wU8DQgrX1xEeSehkDmdnycuRkuuANqy0bZuE7OaQXTH8vzEgFnVTGadtgWmJp18T05nRA3g6ADjCjRbEGoATLXBzl6vYFFlMRFp2dzcUMRB8Lycb3PP2TzqvHplb2Uj1h47yXisN5O3AfQNgD5qx+7L6IUBDyxBnkEwG0xP3d+pwDhte0iRCXOYaaDUPZG4TguszATU3dqBDf4wkp/Jr3jgofq+lTVOQJePld229xDrYCOGybbgu50MsjeQI73vAERyQgRaAvxXt+DL9UGd0RzAg5M+QDflefnu9tK5uV1AXAmTHVcEmhyYgNUXG4kUuB7kmQUGXwzSpypA1r0VKY/5ZoDbR7lNnRg4YLme0oZAB7ePWK48/CZmF6JMwHLjc/9KAViufNkvFAQ8+72sUtrVFU5ElHWH+i4YgxDeSov1223nmvjn3ZikL/MMXkdQIAyvHcLEmJ8wwip5gtgDT/6hx6t/wWG8k5fXLcD6K8buGQAWN3SihZXQ1jc/DllbHHXQTV4y5ivxxsEe5p+EyVYW1rIVqt/afESZUVEdbRxkgyCA7JFDQfN4J+A8TiL7WH8lg8j0asH6yz2GTcTmwxHrlxHrLwUEhonw5vsT2BPuPxox3Qbsb4RBHu5EC7J6KRv53F600WGSqHvDvWwEzGG02YBLHVuZCyNqx/J0TkwDIFkAjcM5UfMY6+8HGlz549IAegAIqAHfGUxJGSmYgbO1zM7JM9MVhZx0w4DrfaoeTyJpUX2+1pVGGSQJHnOwIdHeQvY1LWnG1SD6QgPSDoB2+w+l3R1sUuz9U7a6qRu2LHMzacrH7L8k08nnKLhpQcgp0NwzXdI/BhqZ0ybUACwBFEI5N5p/j7Du/bYsuf37GPbb3kebpjVlLptnebK8b8EiF3djvYbXf84K/NhTZnMP5A2nXLod+95Mjip3jPnmFKBy7WpRGeT2mSQAfkxn3S2D9W2s0og8cdB6i7U3Gj0+GNlD+7wsaE6hxXlw4NFnFtlu3EOU9Gg/gwcPvljVkwidADuX9dVxEGmGrHKl417ChrtdgJsjho3KPQjL9SR5R7mn5dkaYZ2Yae/SymndDob7IG7jxlJW1n59cMXXsvaJ6Tmq5wzdg6JRWLWPtKuX6ga0AGa9Dxlnz1KNd9POjPNvwN5KsmFFsJZ1tmNWJCAQaHaIl1H6TgLWP/cSSvtGgG8cgOk1sP0AePYVY9gy/JYxXwnrOj9lXP8UePNDwvVnRVKweiHgNawkOzcLOB42qQNIPpkzYPYAB0ryDSqdhAf8DlguEjuo+jEAfgPwAMTr9D1FHtx+IGm/9ycR82XaKLgVYPvq+xMuvoiYLyVq4JMf77FcrfDm+x43n0XsnghL/ebTATefLQhrB3YjlgvC9U822D5fY/uhx7BhTHcRw300HVnR4ers3y31c7DMr30eWX4xuMKMGsmG3ShYnQ9JN/taJuNqTlnnpKvLcgYQ4IzrIjbNJQFCLbeVxQAJ1DbYh9gUhksnXwH1Fi+RiXxmvXrk+xUgXeQ6h1roOj3kgakHdLROq4helkHLnjtqUHrSt/OR8hCzHNJnYd1GRaqYabmnWJ6fylYsG3f0npvjFiydYnuVXc5MqOuD8M5vlU/nY3XUq5cjUpNuno9hfI/lc+r8dE0dPbNtzEfq7aF0e4C8ArzctDdzng3Y0YLNY2VQ0NuzJEE6KE5zXwLowvE21Oaf7zGBX92Qq5O0wMdZcwvaNa1oPutkw05g7UTRU9Yo2zR58LVOOuVDcwCvXG5PtESQL55D4kp8LeukP64HqKyMPWF6sUNYecT1ALddMmhnTwiXk6wixMJo57qD9Fc+B4jS+4L8vl0QR4/l0iXpRVoZiIzhLiBcOAOaSz8cRiFpMhllgHP0hox6hxhn4Lw50NqZcX4XzLbHU5sMO6CZFcTtHdiLOzoeGKsvPPxOgCo7YPVKXsawAp78E0YYxePE/Uceq5cs7PPnDvMl4epnoiPePnNwi7h/i6OkQywyjWGTdg1PxccwO5FdgJAlHbbsqsn1W2GQAcAFSXO5lH9xkDIuF4SwlvIPG+DND6Us2w/Ew8XmuSyFLWvC5a8WvP9/vZBltR0jrGSisH4ZsbsRacdy6QAGhk3Ak3/4KrEGAAXg+sf34h5ocohDveO5x2qpPo0dsss5skwsGTCcGCXVM2vH2j7mcr7pMFPnL8cN0DYyGIpcwmqnsmnafuaqrJXnDt0QaNqUm8VHtpu1zA1o7jXNdL/2X26baZApTA5KRESu76ll5nh08m8wg3Bi/OIgy6/KUlayGE0n4gCc55UPZRKV+WrAo2WhLbOcZRDG8mCaB1Zl4kz+5nrLFBY2s2ljzXVV/TTnkS6zG3lI8TJg7qdN28g7tL5OgtxjwP9t5BOnrrOArsfO9vJ/zG8K3o55UWnPb84jBUPM+VjLTFZpKHNufz9W/k6ZDlYyUPqAXjrqiz7rhY+wv922pL8l6UNJlOs0jgFwvba6J2GWq7I4CBBP/2iXZgJLanD67lxMyBEczYSTV2M9wWOuNkYqAxwuhiS70PdWJF/hcoDfzAKaB4fwZJLrllhNtpabKd939rDkCcvaI6wE5cbRJXBLmK/HKohJfl5WfuGTd6oUF0GlcHpOGGXMi142YqtkMSpwPts7aWfG+TdkJ7XOB45+k/Hhb0QAg8GrCNrKUtbwxiOsBInFiTHcEe4+YQwb8WCx+Yiw/oKx+cBhuZR09s8EZK2/BMZ7xrCNePODAWEC7pmw+lI6k+UqBT1ZyaDCkaQVERLoQg7FDSC7aYuD+GmOo+mjFZSxSDTETZ6cs3+a7neFpI9mbJ8Dwx3w5gcuBVORqIGvfzgAeAIXGKuXEbunPs3oCdMtY74kiXi4SPVtP76GWxhux7j+cof5yYT151vs3l8JsIuU3bapJMN61NANc3n5LbPBBQAfbv6j/JgByGa/aH5Ij13yVxBcu4/LnjYgA4IOmjnwCptzGJmpLkx0Yihb/KNt7/9n791iZUmyLKG1zdw9Is7rvvPmu6q6u6q7uocWCDTfIxAC8TMgDaL5Ggkk+GD+gS+QhvlAAvEDGjSoRwx80KD5oYVGGgkBQkJo6EFAqx9UV3VWZ1Zm3sr7vvecEw93N9t8bNtm2zw8zr2ZZHbegmNS6JyI8HA3N3c3W7Zs7bUtoM4Usvmtvt0DK+n3lFwBuJxf7TQh+66s04CsGa7G5ggQGNE7sz2gJn1sBuzstpGfH/MwubK/qu7mc9FspwHb6kDN+1mNu9UkMxdd6gS050CotF/WN94AcuwD/dcpTARqPADxtq2OZc8T2APN+TwnhZQBnWMcvwx4tkB8CsTmSm5z2g82+7LlEGC2dZkDzDPnp2CWTMKT7LaQN5owzdZKzpZD8pKpJEfbgkhWUJiqY1Sa97StZnOtMltOQXCl3Z5pE6Bo+fuhZAycAuTpbzUOIGXJ07biJNWgEAqrrgGOzKJ5Tt9H35RJiqkTN05AdwR44Ys//oqAEcjBj2lly+2CyDBYgK7rY5KJIOuf4SFB7IkgYE/w25COR9ndKXYuW8qFpUdsCH7UMUD6/+WTAbtbTXJTIjSXQVyaIONfWFDONqsuRVme4alI3hJYVo1zRWx8y4VxHRxoyzVw/hbLLHgG9gE0ADCJ/EHBs3baDeffcMtgzxIHdOmBhbCqYKC5lPTUwxnQrIH12wKAiYHN/YjTjxy294DoGZu7DmcfR3TPGccPYwZOm9s+p9vWpBQuMCJTZpOVLaWALM2IxHCBEDoB1RogoR2G+kW7UXTMbgTal0BcyOcUGPxMEqCEpQDW9pKzn3N7CVy826SODGgvGM9+4HHyGaNdM/zA6C4iwsJhe6fFcJSCANeMxbOA4aTB9nvHWD4eQDvJQBiWAr5pjIgLlzIApstitLiCYgHOwKy+xllOYCP7LcjTXTnkQS2DbcPUVoGInL5jc6sEiM7dCXOhUg43cc2gDOzm6yisbgLg00E+HwxXFrF9SxMAsm1SJ13J7RgTM0NIqc8BYkk6kHsoB5nQ5KmDue+JSnYxbVsHkUwoIPCQLIMmUEn2m0B5Qph74HUOKNrPifLEaLqKkMG2BchzTLACnxSsSJN9zAJqBSEOYJoBQfY3098nYF+SLpjJzRS4vU7RbQ8w1lneohOK6b4PTUrUqueqYvZ30EHjEGs/BZWHJgVz2+TjXbG9BdD29zPnTpGBIYBbzILaavI9Bdi2WMY+sbO1rKLIFKp6zlxv7pIFkiYKtJkSJ+3CzolV3MSSUjyVIzCmAMg2JXsxjhn6/BYpVFq5SStLNESgcRJEmW3oUFjhzkEdd9gR4sLDBZHdYZRzDUm+QSNL39J5oHVw41jdLzkgvCP0Zw2aywDfR/j1iHDUoFlr/5TsR6OsVPptGRfjwmVHIr1uKpW0QNlKNErMSAHMb5YyghCuKfBcrlviWy5EMx7Qh2aaDMkSOBCod6DBFfDmhd4klg4zriLYA8uHEhhIEdjdZrheWInd3YjFC8Z4BLiBsHwaceMnEc0W8FvGw3+sQbsG+hOHzR3pmMYVoVmzBNIlt4vo68FD9x8WwhyHhQCGmFjpZi0dROyQPZ1lNo7MSlMAdreA4QgYTuS8l89jlov0NwnDiXRGoSU024iwInTnEctnEcMp4cZPBfD3x+IgQhFoNhHLZyNu/ngjiVFejLh8f4X+zKN7MaI97wEC/E4CS7IMYkyggM0rXaeaEUaWbGTmWTV/duydYoG0vco49lw3rsIOjBxoGb20iRtlsuCCqQNqUGjBsgDsAubV65tSYFIG6xXYPsCI6GCameu6Xap6AxlsZS2wMzKZHJQzs3/9X5kZLcnpIwfm2WVqI/nYe1m5hb6u0ngS5SXXSjJiwYDDvgxDj2XrYs9rUgfd1/SzAo7c3rnMJkGZ+2ziBJKDwA4ty7+qvMZosheAOFdP/XuVl/Ch/R8K1pvuf+7YX4bhvqre0/+ndZm+z3IZ7WdmQLFp2+pe0NWBxMgi3bfK/FYlWdjx3H0D5N9PnwnkiXRtgVfVYzohtZOxMdZSkpnCqrE2AbVMEElG0h3HrkmOFxIEyESISy9uPQTEpHsGJ7BdXR/kPid2SXaR9qPHyrIwaIA3UibZ5Mmc/PqHU5/lGpy3o0xa6EuDpqOXcTA2RZrBDbIsQ6QZGniKNxA0X5dpuQbO33R5zQdAAXQFoqe/DfJgUaQCZEYDLhoGNzG/D6uIsAQuPowYzhhulKX04RQ4+7HsI/zqJU4/Ai7fddjeclg+C2APdOdAf0boLmJ2vNjdlI6gWXOWK6hWOafkJvm/vZC/YYnEBMj3u9sJSI1lpp0dIdL5Nht56d3ZbIDdDUJYSrDgcMLY3SRcfJCCMohw9EXA81/x2J06HP1cNNzn3yUMp8IEjiuH7S2P7ukW40kL9sDTHy4kOPKI4HcRm7dX8JtRTPS3QQLZuqJhs3o4G2iX/ay1w0ugWUEpjVFA6BgzMM4WfrrfdD0zeNX/GTVwNaw3BQG89im2UpEquQqQswoS6zEFqLu0ZGm1slr3ORZxFkznc0+a0DSIaFbDfI6HSkQGmbH1ScdMhVi27JYBqKVSMIN47QxS2ptK8Kf5rAI0BixMjwugLEnPPNcS9JlAjJFxZMBhGWa7X+ZiOfaaDhiHACUfAC/VZ8psadehbgxT0Dw9xlUg1gD/V5XpxGRvYmCPc4WEYu/4c2D5EIBWLbLVJAPzkwY9L5psC1Rs5SvZ66vqPpFqVG1xqCijnJwipD4TqU4Cyey90ULPHJ8oA9S59uLG7U0u67q4DDorUG8mAdPfTPczBeKV73SaoEa1o4NIMlwfoU5GKn3QZFbZ3i2B0uzw44CwTLaeTXFKoZHhdwHjkUdYCZmicoz+ZiPxPF5ig7hxWYYYFi4TQ5I8q4BqidlJgLm1QBlFmkFUxnq93c1Y8CYU4Wfc1/r6RS7XUo1vokz7On3/NTwItPHgowBa+ySPMEgLJMxzBJgYbvDYvh3QPXVwg+i2hhuM2DKatUP3kjHuGjz7CxG3/sChP6Nk2yYa4+VD4PkvSYru8w+8pNRugP5UWNxxVax2aJSgQTcA41GKbk561+FMOrCwEK9oELI7hnYifgdwByDZ8DQbBgVKemc5HkbpqBZPRGbSnTP6M0L7hSzLnf4s4vJtcbK48VHA+IXD8hnjxXc9bn40oj/22N5fAQysnkQ8+4HHuCI4zf43MoazDn49Yjhtk0eyyFFy58qF3a1cKaJOEFT7lj6zqaDtIGvSVIMBQhkw5W/dcVa64Cl7mxhiradOUmyiFXYE13MGuNZpg5jLLcpAQefpM1Ce4AAQmc2ko99j3QMDnrK3tWVPa39lLsFDUG25MDyZIdd2cCismnmYsrdFAu4MKku/6k+LyeM358Cg5QrZQVWso0PgspSs+zvExllwpiDboThaTGUWaT8lkC+iSoBhT+N1dMxElf/13neT31Q69atYWQVLep1eNTbqOU+2y+1gQauCqLn6vupc8/EOTCRes2Qt/ORa1s4er727/Xooe7yn90rnd6g9Hcpvqkl0DVyrv3b3E8A/a/mo9dB7J9+LEIkGlXt3b1VhWv893TXK82Ynl+Yvq9Y6STYEuMpkT5ndqVuRyBeTBGssBINPbHRYOnAP+OzfLP1Psxats6ba5ib1nQxsbzfwPadA+yQ7cdLnRQ+gcQYUp2A/K8cw/WgGzBNCpLoubxB4vi6lXAPnr6u8Tv873ebAQ1Fpn8ls5wDuImjnwMtQHsII6cyI5a8D0DvETjqE/k4E9bI/vyMsH8lsO3QE10ac/siL9IKAR/+4yDsQgfEEuPMHA8aVw3Dk0F1EPPl1j8VzSWYSOtEgqxRi2jm4ERlUb+8xFk8pz7LV6SE2iV0m+Tscy3dNkCDF3U1Ck/TM40qaYTwGVl9w+g3j/D2Po0dRkqMMwNnPxJd59ZRx8a4TgH3s0G4YF++I9d54LO0hriEBsXVo16Ms8TEAZowrBzcUxjQsXGKQOYPXfU1sAqtqIZUYTpVh6GfKJu9pWKegeHpv2IEJf5hiwwAAIABJREFUBhhr52s6YSv1kBSwAEYFq+KrnI+Z6q4JVbgagCe3KnMGq4xS3z3FkTI8qj/GzDkbMJy3nWGT58Bzrg50EqKfmworaJ6CP5t0w4CfwvgfeDiTlj+7V+i2CrYrOcwENE9ZuCnIsgBiZrm+Cro6BJoTe70HQDDz3tZjWs/Jfg8y2YfaaQ7kzX02lbIAWXcOpv39HwLPc9soQzyt+6skGYfAtAJURznT3RRYZj03G6/1LyMBmRyPI0maeN3PgX3xXDvae8isgAATsGyviw3one4z1gGSAIAm3YvpGbf3PDPqQNk8EZpZgdFsl0C9LURaIanPAQoxZfljMKQ/diMjpHTVNEkmotdEV8/UHlOZZEAAsgLW0Dn4XZSgwPQ7v5GxJiyElIlNkSqqzl0AcmKYOwHEtXZZzwt77W99nbNMTkmxNwg4XwcHlvKt8uVE9LeJ6CER/YH57N8los+I6P9Mr3/OfPdvE9FPiOhHRPTPmM//2fTZT4jo3zKff4+I/gER/ZiI/msi6tLni/T+J+n7777qGN9MA8y8cj14sh0DTQQcw23TgL1zIt8YHRAFsRFBXAraCLQMeEZzLlpo1xP8lrC7KfZy/U0gBsJ4BAwnAoRv/AmhWQO3fhRx/HnEs++32N4S0CxJQoStvfUnA46+YPgdcqAfRbGH8z2jeyl6atUxdy8ELLo+6aCTtMONQOhSdsKN2OJxylrYnwkQ3t4T5ll00MJqh5V8v71NOHoUM3Anlo4rLAi7G4RxJRZ2l+857M4I3Tnj9h9vcetPBtz4KODF9zzAomumISKsGrh+TNHUhO5Zn8Fz7iybYidUAdXUiebIcAtEcjR7nRjFsqpWb+wsUz3TeRZPUV2ONLcLK4gsf3M9Ezszp32uEr6YulrbphLUaAZxWz+j0S7JTwCVr9R6ZQMuHWbBoN1/pafUnstKIqgca2o7Z5+v6cRDM4WJbhKZPd4PrEJarp7qEdN7L0FNvGwk+Glio7cnDcntkN5b5w/DWE9Ba9Ze68r6NFjskH76KkC41+ZcnX91jMl3U/uw6ry+BKNb/Q51Oxx0ozjw2wo0pzbL+tjGlZebeZl2n05+KjbVOaBtwF0LXrbgVQdedEDXyueNzytVr3zZYsHmVBpx1T5m9O6ZxQaqc9N953vFaUY+1Bp8m8hH2862qco/9NonCUOWp+nnc7+xdXbFt536scip7KQbkMypgXP/F9N7v0uAPvVT45HP/aPro5AEmdihqj9T6032hGYbZPUx7dPvIvobDcaVXEuXVj3HlZPXksS1aenSXxmrYraZQ3bJyC8z4RaHEBkHfY8cJK8B82+SXOO6lPJtM87/OYD/GMB/Mfn8P2Lm/8B+QES/DuC3APwGgHcB/PdE9IP09X8C4J8G8CmA3yOi32XmPwLw76d9/Q4R/acA/lUAfzP9fcbMv0JEv5W2+5cOHYOZZyzov6GiIAfAnusGExAJ4SjCn3uEGwEYCYuHDXb3R6CJoDaCPCP2HhwJbuMROobrBbgOJxFuIAzHjOFWBJ63GI+Bk8/EdYKJ8PI3BrTrRhKDvBR98uXbThwyGvl/d1Z8J2HTbiMB3FY6BpeAeXYHYxR5BwMcAe6kc9ne0WhpYFxCHCGSK8jmroB2Ys7OG8qKjgsB0YvnjP5M7OqOfs44/nnA4jlhd8PlTsj3wsaNSwHGFIHtTZ+t4SgZ/3fPemzvLZI3qLRdaJM0JV2j7LSRtaI6gUgR3jDAQiUDkfM5yndmkAwsY51mmAr7vea+ThAZxGXvUNIBoRxDgzAzqHRlQGIyKdLNtcHIKAz6PgMKIMtB8nlqHSKnJVxzX2td9L0BuGWHM+dK9QQjDzxu0j4JKNRLzfV3Vn6iZhQKrNVvO8sj5vSiUxCT9saNk585jbq355H+cUmQE6VipIBjyiIa2Ya+R/rdwcnFtB2u+OygU4eCHHXsMEzqbFF9rd5HftouM/WZ29fc92Q6wrntX7UfV5/vnlwmb5f2Y9n/K+gkO6lkL5nwOC3Z56xxMYKGACISVweaucaHSmQQxdTvK3hN+vdp/fV6TSfp9rxN0F2VwGc6wQHKik2eJGh7SL9FWh9KcqhJyZIVTXCS9l3dswrI88oJ6lWhEIFFW44LSD+hvs0miDl7wkOui9rJAeqZLG3jUtKlDJohThjNpeiZ/TbkPntceomJ6VyOIRGwbJorWcxZ54yKXc5Met2HVX+1H6PU8Dp+2iD0N6gwX7tq2PKttgQz/88Anr7m5n8ZwO8w846ZfwrgJwD+Ynr9hJk/YuYewO8A+MskArl/EsDfTb//OwD+ebOvv5P+/7sA/qm0/aFjvBmFGDQS3M6BRnXWEFDnzz0wOhlwFTl5RjwO4FaYXBqB5WOXWDageengNw7LhxAgnGbK1Ce984nse/2OWNktXsQ8G+5vyEO/eiJJR5qNJM+ggOTlLD2EzqDDihE6SXKi4JM98rIUUDpqBX06W48NEBfAcJo6MCfOH93zwhoMJ8CzHwqYPf1Y2I7u5YCL9zwu300DQxSbusf/yArbWw79qZzD8c8HXLzr4Tcj/HqAe36JzdsLHD3YICwdFg/XiCnbkxtZEoQEA+CSRyfMkpsGo9gEKQo+KQHGnGREEwNMgwnZuFrkW2AKFlGY4vwXpfM1n+diwavuU7Wp+rnFnhaE5/rP3Z/1gGt12vZ/a0lnk6PY4x4EiGaCNstA288JBQjMAJdqO4ZMbsZYb6uykMSIaRR9BSpNXavAS22LaQBaPr6pn57Ha5R8T1gpwBXL+Fd+N2U8ZyQiB/epoFnZ+YlU5bWO9zrf5/ah/c9mAONrH8sWh737qCq2vfV+aD24dZL+OaWUjp1HXLaStKP1JTX169bDym2shIlo/+UM+6svb5jyxomlW+vNvU77zPRcNQxotgG3+fwnv2dzj2eQb0GzT/Ux1yvLzIjKpH/imoHIcEOAv9hVDkU5eFmvHVD1lcLYmgkd6XGQ61itohmQ25/6zFCLWwZyv5ODEBNoVoeMaba/zCwTqlfxb7a/U8cNys5R0xXoN6FE0Nf6+kUub+oU4q8R0e8nKcet9Nl7AH5mtvk0fXbo8zsAnjPzOPm82lf6/kXa/tC+9goR/WtE9A+J6B+G88uvdpaHylX3FIlOGQ45MHB3LwgrMRDwooX/6bLMXh2DWwm0CyvG+oOAuGSMZ9IxdM8li5/vgZNPGWElgDos5Fjb2/Lwu1GCAftbjMUzxunPImInGf78Tn7frgVUxi6lzF4RxqUAdr8RW7zlEy76XyjorIEYBWDxnNFeyn6PHjKWD4GjB8gm/4vnnCzoSud58knprGJDWN9foFkzmg3gAqM/JaweMdoLxsnnI8DAnT/swZ7QvZTUrf2tBYZ3b+Dk4zWGkxYUGMPNZWL7kAL+pD1kgEBZUjTgZ+rLnBl3ZW4ZGfwUaQUlxjSBrzB5TR2W1ImBSzu60QBuM7go8NUkAcV9owyoefCy5vsGZM9lO8z1nQDtbNN2qHxJRmUPSNPMd3n5l+a1rdUL1eBUTWRgPlP2OQHgqh76mxCT1jKKX60F324f8NRsKFAt5wN1oJTtoW1wlZ1UKdAyKwhXlczyXwXovowuN9+30xtk2uavALpz1Zhew1cF+B2YpMzv/IpznKu30eRyo5ktXfnMLMfHNgHWxknykNeZMGiJYg2Y7QGBGthPXln6kJKN6P9VVsEEXAswPVAXMgDZNtVkUqztl+9f7etS3EQlCWnMpNMch0zfAgX9jopFnKc8GQknC/jNUK0c0CjxJpw059r2uXqugFKRWiA/j6JLln4gLMVqjhuC72NygyqyFu07x6UTh4xkLVdkGCg6ZgXgc4CZ7PmW/5Uc4kaAunXfuLalezPLty3VmCt/E8Bfhwytfx3AfwjgX8E8nGQcUOhdsT2u+O6q39QfMv8tAH8LABa/9N7BHniur7SkzqsJmiTXSDINbiPGU4CXAe6lBLp1T0iA7iIlQOkAvGixfOIRW0Z/K4iUAwAFEoAdgeEswG8abE9kCW93mzGcBdz/XwlPfhNYPgbOfzDi/b9PePybHmcfMW7+sdSrP6H8wLtkV6fBgtyIs4ZKPTZ3HYYzxuqhaJLV3g4MyRjYy18YBjokrRiTyDQoAs1anC+OPxMv6XEFLNcCGJePZflsd5sxHrsMlpV9HVci9djeJtz5wwHcEM4+ES2d30U0Owe3CxiOG/inO8TWoXu+w+7uCrtbLZpNxLhyaC9DDhIsDBSyNZEWda0AUCdMScwzjbHIAg7ceVY2ID8vG+ZsgTAgOOnM7f7q7GaTv+pgkSyc5qQhFXiO+wu0lALRph28BdLK/Mzu99D4ncEdDjyB9W9zzTxkCdey24kJtez3lCU+dBALMioWWwHzYACO2oIRAfBZ27i3TyMTyZ/pUri3Hxo2e9pRWBZ5xsmhkmNcBY4PffcqYEskk/IpNXYAGFfBUJNtD7p2OGR5SrW3ie71YP0UvL1KQjIH+A/sM8suDIjPzynKcyDg2cPpfQGIDOF1jqUTozQByyms57ab7IMJQGKYczp2rWPeZl6qM2uxOEZQAtPsk5MFUBKVKIhNzysvJUZkak8nGyHHd3Djipyj6q9SFsBUZ24ITNI3xaTg0PuChpCTKva3l6lPTvEh6Rh+F8V6buSc3IRI+iR1zXA7cemQgHCxodveadBsucTuLMQtI3SJgZ4Dy+kcy4qYbcjDn+n/2g0FJ/FG+VzfgMIAwptSmTegvHHAmZm/0P+J6D8D8N+lt58C+MBs+j6Az9P/c58/BnCTiJrEKtvtdV+fElED4AZEMnLVMb50eZ0x6SB4ngIGJx7P7EikF88bxOOA9kkjEoaWwY1IOTRdaFgy/Jrgtg7xJAjwbiLCDXHm8GuH3b2A5RcewzHgBgIvI178UovTnzJe/Crj5h80cOOIZgNcvE+480cjhiOH8YiwfCKgLyyB5dMIkARISOcH+Atge9vlDH9uALBMcpAk6wDkvRsA9CWoggJyIGF/QxKjDCfAeMIYTh1oBLoXnBOttJey3dEDAGCEpSx9UQRu/2jE+Xse/Q3C0c8Zl+9IetTFeUT7csRw6nH2e5+h/85dLJ71EsVNwPb+StKntoTNXY/l04DQuWw1BAL8JhbGUMexWAasymrIBA0WtkXBoQHQcyAJqAZPYplQUcrkKOleSweeMzM6AfFik8f1PaWe0t50+npITwX869cMYXYIWfeo+yE3YaqsLVS6l2fdQ+bA82tObytXi+ngpdtGiBY61hZ21YOnID0F+BFcAVzVw4rCdnECziGUCUeM5bwbVx/LFgI4TtrDUQHPc3XMrHpyEzB1zzpdy/LhMEA6WK8vWyxIPgDS59jvqxjxXGdzvgCKRd302FdIUOw1vOqYe7efXcGYrvLY/4cAcq5ajSDdSO93Zap1le0qtmTCOsvNKymmeTI5LQ4yWmdUv7UTs2qlKMUe6G+qyaQWK7kIcn+RczlNtrRnuQcpRDOJkO9jZuLreorWmErMB7TtTH1tEii7ymMsGLkluTwEsKbVToxyBBKBwDluBw3gt6HY1qVz9+uQggzFco5dYp6HpJPWFURvZBuHGGboe9OWrwGYtewFT09/d13emPLGTSGI6B3z9l8AoI4bvwvgt5IjxvcAfB/A/wbg9wB8PzlodJDgvt9lZgbwPwL4K+n3fxXAf2v29VfT/38FwP+Qtj90jK9wHl/lV9Od6L4KgCHHIMeIZyNAwHBnBHtG+8Jh+aARxw0C3E4e8v52lMDAjRePZyb4Fw24kYQoi0ce/c2I/mYEDcDq4xbjMeP5DxlHn8lM/cmvN7j544DVY2F6AdUxK2hlbO6ICbwbGbGTJClM4pTBTtji4Vh8nLNUg5D1XrGF2KUBUKs6QD5zAdjdYWzeF7325XuMzduM/qYszfU3SpT0cEwYjsXCbnNf2uD5LzdYvOSUPVEin5ud2NjtbjXono8I928iLjzC0mM8bnDx4RKLJzsMpw12Zw7HDwYJFhkZzTpi8aSH61nYjMxuprqngTTLI0JZUlcZRhVQpx61U3nBtLjSSSvAoIisvVbNqRtVQlDAtE2yApQ6Wta6vvco2zhVtnbK4k99kO37OCffKMffS1muZQZPVPIJnt+uLJEjMURJokJm4LXBYdO/DLgxCgDQyYcuG1PZv5Wz5CxvqutV0HyAyZu+kOtMWcup7VJtO3VlAPLyvDpE2CyJU6B8CDDOeUXPts9UYvC6Wunpsaca4qnkYO539vgKWGhG52s0u9kZwzhDVIk/5qQOk31eVU+RExgPbX2mA8P1I9x2hNuMcP0oQFMlVtPnZa79Zv6vvJiNJKK6R4wsyj53GlthZQJS15if0b0ykSNxm+4tOzFSoKirLtPJeFNf0On9XIFiDVKePnNJD52fYwX7JhCaGxK5TKqvCzURoHI6DYYOKw+VosjzI/Zz6pgUO4fYEYaTwtjHppZmZNDsTN+igNeCZvP+kETDgmo2+8i/faPQmQQHfp2vX+TyrTLORPRfAfhLAO4S0acA/h0Af4mI/lHI8PhnAP51AGDmPySi/wbAHwEYAfwb6nZBRH8NwN+HLHT+bWb+w3SIfxPA7xDRvwfg/wDw2+nz3wbwXxLRTyBM82+96hivPpev2gpXkxBlmyTZIABgUCs9Io+UbeYAwI2E8STC7QjHPxO3id3dCF5EHP+kxeYvbBAWARgdhtsjxp0DLyLQMDZHDqc/brB4KjNwOODiO0BzKQlQuheM/tShveScLlSjg5stsLspWuG+A44fRGzuOLSXkIQrl5JohCKjWRPGY2ELAGQ2WplnTTKikczRA8MJY/m5BzcSaEiR0N9gbG+L1d3L7zocf8bY3RIm/MWvAG4E1vcJZx8Lgj1+EHH+gQOWQH/D4fRnEd3LgGe/usCtPwH6Gw02tx2OHgVJ+vLdI1AEjh6NcH3EuGrhRsZw7BE6J4C1l4HN+gArA+lCLANDuotyYAsIpN+nQUilEwdLYk+rpW0zsGSv0iRVoORnzIkNz64fGryTmGItmY0Bcj3mgJemIlewWjlr2DIHhJWl4nIehWXc31ZBf/4+gW3LLtdsFeAvB3DrMa58ZpakxaeIu2iUEaOxz7Nt4vLDLYAXs9KI6X6RLe2KBrZyxwCjrDzotU91Mg0x1ZTWDZSAocoHpvUyUof8E8tU2/1M92u3mYK6KZCekXxUrO20HPpsrl21c5ww0NOyJyLKbTMDSKcdrk3oYbfLO5985+e3IaMzV5/nPWvDueNM/06PfahPuELLTWMskwbdlc18aifQZl/2mYRPz2blkGGOq3+HYNw7tB+c6T+q80t9k4kNYSJwVzyVhalnqYeb1A2A+jLnPZKskoXOyViSgLOA7PSTRiR7DA3wBoZTj/Yiwm8CwqJBTKtt0UsfP3QpM2ClZ9axGBUAvur97HeHPpv+7lsuDPzCZ/v7Osu3CpyZ+V+e+fi3Zz7T7f8GgL8x8/nfA/D3Zj7/CDOuGMy8BfAvfpljfGtFwQIm4FnHq8sG7IHxmNE9I+AY8BuH5pJw+Z6ADb8jUHDY3mXQwwVwFhL7DPBxgGsD/KdLNJeEzX0ZgJdPCZcfBCwei1Xb0RcRz37N4e7vBzz+TY/jz6Tj2bwl+mqXrM4u36Fk3k4Iq/TdCIQVMBKw3Cn7WTozzSqonXlYIMtNiAQog4DlU6nzcCrAe/GUslzj/LuMk08lmFCX004+Yfie0ewY25sO63cIiMDqsWivhxNCWDnc+NMeNDJWD7ZYPPXw2xHq0RyOGnRPNujvrLB4upPMgn2s3CC4oTrgUQclBUN7QNeAZiCDwSIdmFx/LcxApGpgUVDshggbNa7gIFs2JQbDb4tHHTdUMWGqFwRQpBcKjDVTIgz4SlH/mWHX+5Qn53CgSBKDCaDVtkj/78k7qh2Y+jKSX2uQ5drWZTlJBua6tmuLMnTGEUIeL0orAK8+j7pOlAB5BILL55iDRomSjR6VgFOLpew03eiyK8B6SCerAPBVwH5S19l9HXqvx3+d2f7rjLMRe6D5oLzkddkJC7AmKw3WGaKaJE4Buj2/GfBXAUg9DzJTnsBG+z43g3zFuTiqttNAXgBVYpL9FYbSx6jDRt5WJ2h2FWlq2ycb5vd5FSSx3ZkgyKsjBO4amXym46k/ceUao3UYI7hzFUkg1p3SD+QAQQcQy7MixyrHjq0kING+zfUBsfO53tpfcSj7pyDjDTfiDqEB6ZrQJDYEHwntuVjUqYuSBhDaAMCKZcYVgNl89lV1z28SeL4upbxxGuf/v5YrV0MNkKg+YwIfBXAg+I3H+oOA5sJhPAsYT4HV5w1CJwxvfwsIRxHsGIvPW+w+3AGDE+2nj/C7tHR1FLF84LG9LSDt9C8+wtM/voPhAWH5CBiOJEHK818Flo+lA2k2wvSyF2eO7R3C+YcOq4eM8+8QuheiVb78zgi/a0pn1KCSbahEQ4MFXV86leVDCRDZ3CN0L0UmcvFhxPFnErRx9IAQOsbmHoC3hKV+/kPg5GOHYWAsnzNWTyOay4CX32mxftuhvWCcv9eg2Xicfdxj+84iRUp3cl5bkab4tTDOYdUk9sXBDcJQhs5lPZ0kQOEMMjULn72wZal/CprNpbXbTW8OoGIuRb+bPiNkHTKQ9IQjy4BJJVOgstRkgvZ0MMjBhCmIJi8jVlIMOV52FbHR8pMkKhm06mcTv9zKx1lxyqTd6jS+NYul9XV9KNZWV7kGWDAXZbk3OtFLYjCsoAIenUAoK+ZkgK+Wpy27qrKbGabQymzAkGDYNBniDPBizVzOsLllhxNgNw3uPARGXwUQDwHGQ/s4VPS+nPvc1msyWbgKsNa63kNBbuZ6mN9XYFf91Ocw+qHzmoDmEk+Q5AqeEJ1Lcqx4mEGfe086UTPXQBlz/W66q+m5K2sMpJWS+mv2SZdsJQa6L6s5ts8rUJI95Ukh7/+eIcGPNvYh1UlJAgosjPKY2h6yT57MiDl5I8t2KklLfY1LSUgaApKvv6bVBpB9lXPd0jlpdkGRZMjfsHJwO3GCCgsJ5vTbKIHgJONKlcQkHX9WloH993v/T4slCWZ++6bpm8ObVqFvsVwD5zewXEXm2KQo5Fhowl2D4XZA99gnyYbHeBwRFpJmebghHaGm5u5vS6AgPGfd8/atEXQywj9YoL0Alk8Bdg6PFrdw+8eE4YSyQ4Z4KTPaC2GUh1OC3yK5YQCrR8ICr98mnHzCeP5rwOqLAny6c2B3UzoG30vgX1hJJ+UDJLBwI51xWIpbx+IJsLlHGE8Y4UjkGdxFuMGBgrDUvicsn4ijx3gUcfKxAzv5HUXg5EHA+YetMM9InXAv/tRPfn2B008DupcSZBJbQnMZsL7fwg0BtBmwe+sIfhewPWvget5zoZgmvagGcN3WyYCwN8CgBpu2WJasYueYwU4j3TVQkDLwppHhFITzxGpt5MJYQ9goBuUBwanNXVWRyc2YdaAFjBQWDwnIz4DmKejKTPX8TT+r09XbKfleazs5ZsTGzy57MiZAK0sZEvjnFAA1OWc3ysAvqz1XPJy2LdJ50hhB3u0T8DpRVAbaHDaDCttO0yX+qeRCGXX93tyb0yQze6151az9EMiefndVOQSg7X4sWNb7RB1Gpkv0KPuziWKq85yVg5T7VLaffH+oHSqwPr9fjjNtMW2vuff61xH2nDMqprwGqvnemVxbAEBD9e/T+RyUT0wn6vl55cIys+zDDYndtftn4yikv0nuGDLJcFUAIZgleDYFH+v+5Fxm2jj1pcVOLn2eVpDKeSFLMxCFOFAZWVnNlDaOraTURnKv0NiTuDDX2lEJELRgHK8Jmk176vOuK7MZeKt+PpFGe/u/Lm9kuQbOb2iZXZVND1+RbLAMHIsId+kRW2A8Fn2z5rn3a8J4zOXhB8BtQkQusYqBgEa2H2+OGF62wFo8mBdfNBhO5KF+/g6weCoz8LMfE579Ez1o7XHyZx7jUQLMSwJxzAlQXnxfjrt+L8L1Li95+V4AseqYRd6R6qdBGIwckNHfEq00RaC5IPRnDOodNvcYq0fiz7x5i9BeAIunDCaH4USY6+PPGM2WsTvzwk7/XBgGADj5PIAdcPppQLOJWHyxxu6tFYYbHu1FwMnnPcJxC0Rg8cUlwnEHvxNZhBui+Fsf+ZSVrwTj5H7UAoIEHnOnqJpiHWwYExaiHgAVFFdl8jZ7QyMxzcpKAwKmFChrcBuV+mXJBDNi50sqWmX2jK0bM1LKYqqBSBp0FTDbwT2z4zoBmLYRkEGT1XLvAT8DwrNeWwdPDXisGHuUpWBQvY98zQik7J62oQNgg5/scSh97wS81RMMLgAws8flprCTFZh9Z93zVTqXOdB+gDE+NBGrfnqAtc3lVcA4Td4OHs9cpwyupnpmO6maywZpi5t8brbPIHrCNJe6zADmQ+Bfr/Uh0Fy5UyR7QZ04xljvR8937lgGNMdlA7VZo7Tf7NO8V79UpzyDPHDO9lRpsq32K0ZmVRUjy9DVtAo0T++bvEJDOTV9bqMJEmRH4C6t0OUVNErxCMiOPso2x7bUVdtRJBvSoU4dRxSUsp43czXGxJbQrCP6G16yyeq+Tfu4wAhJZjUn0bgSNOsjmexBiSGJs9L7WbeO9P5KEP4tFQZd29GZct0Sb3i5ctxK4zz1DnEZEY6jZAr0QHPu0d8fEZYSmNdeio2d/I6zOwcAkDLPBDQvGhADL384AASMR5Khb/WIcfKJdADLJ7LtyY86tOcO5z8QuzqKEEsfImzvEHa/ucZ4FnH/H8TsH81ObOPGo3TsIKzy5q3E9CZfaEoptcdjhuuB1c/FWq89T6nDzyJu/z6he0HYvMVYv0PY3Y64+DBiPCLEBeB3onNev0O4fEfYh2Yrn7fnDL9lrO85NFtxoggLwu7+EcLKYfksoL/RiKF/CrgLxx3CskH3tIffBnHgWGm67nKhxNUCtZWSXkyuHSc5JFDqAAAgAElEQVTysmIGPyhgaoZNjN5llwBujfeyDsyaEUsdH/S7YPaVmJ0cHJfYlvxK4Hcv9TdPNLdAHhSsrplGLtkQk6tAzpDIpr62xJnP5orWVZ1KlLFJoJe9OyzT2NuXtpVJJKLnNmF/9q6jLl2nhBN5Sd20jQz6EXm1B/V+KulGBoSo5SFzQGvu8+k2Gmw12S6fp5mMXAWsX0cDbQHz3PFmWdGZ+ubrqC4Ypn6VXtm2s33pPua+y/U5fG57bOfeuaB6duvfmslaui9y4Ju9X6b30VwxK0EHf2NBsAXCU8YlX++ZbVHOd+r+UFxLKEuLbIKXQ0XbQRxfjFOJOpwYJxmKLLZ1ZntJJKT9k+wzepc9+dVeU1eZ5hIvWamGPmNRvd0VVBOyZKPsAEbHnCbHqgc3r3r/5bf5lYEy0FxKVl2/5Ry3I/K2dC8FyYJLr2VB8O2WyO5rff0il2vG+RegVJN7fTAt63w0AoHALeDOxaOYWwHDbgR2dwxrljpQjiSAWcEzAETCeK+H6zusPmkTIGRcfIdw8gnQroHzX2KcfEwIS3HbuPwgwp8OGFcNxpWA2k26q87+pxViR3jyG0BYRBw9cKVDZML23RHtcy9VigRu6iQi3ACuJ3TngO9FdhIaAc2rBx6xYxx/zvBbwvodxuKpw+JZ8pDeAsMp0KzltXgqHfLJpwMu3u+wfkcyJtIobhp+K7Z6wwnh1o8HCTRrCOGogRsimosBtBlAkRFWcoKq8Y3KBEfKHbMby2AlCS/YgCdksJrPNWkA91gGy14mTWxO5z2UwcPqBHOA0GQfVeBQ7uC5GgjssiIFiSwn4hyln0F3ummIGWSTCaQkD3vuHHayAHszHy42CFEZ6PxZAhfVe0eSEje179RLOks1zOCmIByqSc3788Vz1rSfXiuLrGVAjIV5nsgZKMScMCKfdp44zVvIkYP4OjMmHYBtoFK3VxWK9axEWeJ8GsHUewq+qh/aNj0M/AAgO3pc4azBsYA9mux7Tpqxd9xDdTjIuhqwdYBNnrKXryzaXCCRl0QkoJgyOukkD7Fo4LUYEJrdK/J3MODf1Hf698q6UX4OLLNs3X2qku8nru4DMisLmQBIcgwbD6A6ZH0emUj6BAj5wI6AxqUMeb4KwENAHSdi7gcmKoHOkGb1fZQMjQawukHGOg0wzM9a7hNTHSHA2U74OQFnGff0PJFX2KZljxnWx4eBZl3YZVBKDjYiE0JukO/ignKWwPq6Hbqg1+VNKNfA+esqh3rYr0msVI1lFjyD5PkmwD9tJXPgghFPR7iXjcg2ugBmYPVZg+GYEU4juBUfaKIEJEgcN8JxRH8noH0mTCoFQn8n4tw7nHwibHB/Jp0ANxAA+3iF7b0I9sDpTx26LcP3wh5fvicZA+Ec3CBgtj0HdrcZNEiyluFuQPPcYziNcDuP/ibD9aJn7p4R+gSANXDw+FOH7W3xoWYCNu8w2ksBwmFBcAOweMZYv00YjyWCurtkvPiuB5wXKYcHjj+VicXL74lWe/EcuP3HPXwf0d8QW6LFkwGX7y9xNESMtxdwIwvbfNIIC5IDBCVghdOkQFKDJ7CnS/Lq6qBg0mTiInNd5UvsdZ6apc8u5U8zFuZ96W4IIlJIgGGOLar0h2mQVeMHdiQZt5yH60Ny4pBzyUFCKciPRi6gOTNeSINWOpgOjEmHKJ9p26CeKDjzPbA3kFpmrGgG90GJruATA6zBhCwfkLYREarkIiyTBW69gANnjpnb28OFCLcZ5V5G2JdtREi7eScuMpZZ5pn/Xweo2XIVcNTBmOW8pA327xdh6gFM9MK1NCWBW82MOGXOgX0JxsTRQutSFeMEcqU+WfdhJjCz32P//i/1kTcM7MUXvLLMTRgSuLIxCGpVps8DDUGer8DASCB9EKb70xUZoGLfmSSZyFUsL4DyzJn2zpOEHONQ2iMDxumEgahM1vLOZVJgg2SRkirl/sW7rIfO91fq8zQYkJsEcn25jqFL7hVtAeM6CVclGaf+ww0R0XtJzpRchGhMbh4acG72rRP70EmgZFhSYdYJWU7oDevsQpIHEonlauqnKMs+UPoavQcSuHa9jCdZiriQ7/xOgHJY1scYjyT2hjgBajHieSNBM+M6c6At1y3xTZfp+t5rURivs9/pMYC4SjP7jtE+asF3eoQjxslPG8AzwpLhAiRJClB3nASEmyNoJLidQ3tOGG5EdC8I7TOXQDDQvzViOGMsnjM29xlxAXDDiDdHwEta1GYD9GfSAd/+A0Z7wRiXjHEFdM+lkwgdsHzosXxEWH7eJHBF2N2JGI8ZwwljXHHy45TEJhSB3b2IMWUfdD0wHon2eftWwPGnUied0R9/JgC5e8EYF5LCe/lYOrf2pZw/RWGnl4+Bo4cjNvcanH+wwOaWR2wIm7eXWLwI2N3t0D3bgSJjOG0RO4fhOLGSDmVZMrE6FYsLA1iVaVMGREHIVTpTAHnJNZjXtNjlUB0gFaROAIwC9VmfZhYwrWys38o6YlwIErM2V5XXskngUQ28FiCmYL58jJR0pJJxTOUcBoxZoKzvq4FsmkRkukSuy8JJf8negVuPqABZHTl0AqBJTSZkoGovaZzIV9x8m+bzv6rkJf0D333VokvlVi87lTEoIFLdtiZYsck+7O9e97jmbyU/sftJUp4p4zz70pLs0apXKrMBZkY2lWUVh17TMvdsTrez156SpKohxM4jdo0k9GjqZC177Q+UyYYmdpm7XjPtke918962O3u3xzirrKGASbN9BQ6psqMsE0hXkpboM2WAnySMKplV3VgY4uZyzPcajQy/iXnflFjo2BV4wg4YjzzUuUZXlpD72+JAUq0eTNskfaYxLppASlcKs9bY/nX7/Xm+7FFe7YWQRe2a0Z2XvtDvkGNF/E72FzrZl+/F0cPvSv+iQNrW97q8eeWacf42ysGMEV9hV8o6+ygz+lUAgngoL3+8ROgkWQmYcPwpcPk+QANBUhADruESlAaAekI8TQxZy9jejWgvSBKYpMyC7Rp48cviqjGcMMbbI+78Ly2GE8J4JC4W3bl0FJu3HPyWcfIzwnAqs/DYSBv4nexTgKzokodTRlwyyAOLZy4zzdwAw2mUOr0lutHtXQHQTMDpn3pcfAAc/0w6qt0taV83yDEv35UkLQCwfB7gdw5+YIxLgt8RhjNgPBKHjst3CcefCbi7fNvh1o9GuJ4RFw38ZkRshT33uyhsc5JYuMDZDslF09kyVZMUtYez8oqyPIgCpCeAeo5Jq4BQ4DyQUYT4mDYCfLKvatpWnVPtEikYWSJQLSEHhgsR0TvEpiQoqFwqLFts6l2+L/tkX8/XbXbC2UdjOr3Xcz8A4KpIeiMtEcaKJNuYS1In7QED5OTHCGLKExUKEdw0ickyoEHP3UhFyoG4cnvI5Yq5UV6ZSNtZuYae05eRZsw3zMzvLSi0GeK0TJKD8Ku4lrmvjQTETujyvWLby7LUwN657q0qVMc2n0+8iqd67lntt91PJfOpn8O83wljOy1l0saIBLjERHOQfe6toDgIYLYMs51ITdvWxlbklQFTbdsGaRvbB+xJc9L/Vcrr1B+JBjltMsZqFUb7s6oQ8grEXtY/Lz7r1peZPVVps1XPHBauPO+OJDA7BVXngEVN/mTO366qaBbV2JVMhMSU3JOAGCg/m1ondiLB42RJl8kIM6FQ1t7vRJbhd0JMLR+LHFCy5tb18AMh5GegtLHEWsh4GN5AOpNB13Z0plwD5z/P8nWxzXl/QCXZWIqnMzzD7Qib90Y0zz36jtE98ghLQlhGhNM6EiGPp54RjwOojdjdjaCRgLd2GOMCfivs7tlPgeGE0Gyl4wlHEbf/90ZsdhxyUF70hNDKTDosCX4jwXfdS2B3ixGOZS1+d0c6Kb8F2rX0SuwYYQn0NyMQJagvdIzYMdzaYfmEsLkfsXxM6G8Ci88ElPd3A5qNx/KR7O/FD8SSjliWx1aPGMMx0B87jCvCQITVk4hmw9icES7f9ujOGc2FeDg364jYePQ3Ghx/ukY4apKFXUTspONXb2RdplUNbWwIpLKMrF2mAhgcElijLNeoGKFJpPv01tkDmC7dEMY5I6e+tYOl3VaDcDQ7XtIqiqSBE5uTGOU+ghYywEWbYTCiTpJgWKs9nbHdZ0XHGy3vFWWOadZjyXlRPg6hDGxOl81DBLVOBu3GISKCdFk9DdRonPxeXVKsDt2y21QalknnR6qhTg+mKZlRjTULNlvSzy2Yzu35/4Z5xszv595bQDUF2gcy982WOWCmX9n7O4HnCghO2NRy/P0AxLlCVXCn7vNQPWsgrV7HAGqd+exvi1+LWHxOK5JAHIvkwo0OBIkDqCZXCppTGnU7ueQEQvfAvombmJtsZxZZ9cjTU6DJ8bVoH2IBL09+58rnVo9sA6LZE5xY/GRrN/29xK9EhJU+j4AbzfMbuWazUxZD1VlLgGCSyaXnWye30uYGaDuauHLIdXODSCrEuSmB+AZZbhMWiZjxh0Fzs+EMrocjIWPc0OTsqhnYs+QEyNl2ldFWJymSemVi6bq80eX6En1bZY5am5pOzszwJgRDDZ4JoE0DXgWMNwLap14CFS4J44px8WGEGwiLnzfYvRWARQHQ2Rt6GWSfd3YAExY/WolOM8jD/uL7EYsnhN29gPapw+KJR+jEl3k8AuKCsXgiQHY8Ibi0PLW7TTkggqIkZ/EbiGxjgTyotRcCtN0IxE7cN7iRwMDlIw+/ReoYGZcfRtBACO8CiyeE5QPRZV98B1g+AvhkRGw7DMeEk08jxiWh2QDNjjGuCIjA+fseZx+PWL/j4QbJfHjv/xqwuylautXjEZf3WyyPGoxLj+Fuh6PPtykBSsTu1iJFcyOzK5b9IBYAS2nJv2IgUAYbvbiFzeL9Aau68MiBPVMglvWVHEVewUiepgwNCASQ9coa4Q0A2ZNWD5eWtfPSrg6mQAl0Ut11pDIAp0lBTrpgAblUsrp/5S9DNZY8ZbFMgKD+bg8w6/lH0waj0W+nZWC/SxOfRhhmBTxqhZX3o2nScwIIBTHaBhIcJddW6bUEXEyAnOqlyRG48/vXVM9HXUxibuFSJtcl/+xwV3Fw2+n2e/P5KxjfPVnRqyRGM3WYrStRTmV98Fzsdb7qfC0QPnSs6Q/mfgtUrP9sPaa75kk2TH3edLLsSXT0MZZJiAGa4grjSiBc0vof9HG2dZ+ZdOj7vLo1NwHI8rFUj2w5Z/dhDp1kaTbQNk8qtW0mDK7IFSQGRPuSyr6yn2lMPbS6b+jvoqzs6SOm1nZuqAOdiRnjylUBgHaVgB0wdjLWAIVZJpY8BOOKUJk/UPlLAyTWs5Hntb0UiUazixiXsnKpIDnb+aX+xO84BUcirfbJNRCQfrgdvu1ynXK7lGvg/DUWxQCv/4PJSFaFfKMG0vYvJgBawbNj8NkgTKcP4MaDdmLp1r8zwD8Tn9DdvYDFQ4/dBwGcAh/IMeLOwy1HcCTE0YOamNm08UgyEC4fOVz+oMfRTzp0LyTggRuRROw+6LH6U8m6t3guDhUuAONCLOw29wgvfzDi+JMG6w8C3CBANy4kYBBAXr4CAX5L8BEFuDkBM5fvRywfeYQlw28IR18wdjeBsGQMp8DyiTDJ/Z91klRlC1y+6ySw8EHE+q5DuwYoSDruzR2P1ReE7R1J6315v8Hppz3W91uAHY4eDnj54RJHDwecfHSBcNwiHEnwoOgZ0yCSAuYAJN2mGUjS8i8BWS9YvJLNwFOBFuSOF2PcBziWYUrsdmGZGXDOaJzNwMiFIaI0krBKRVJ7y4blONx5w7wYUJKYc/VpVt2v/s4GP9ZgLW0TNDJfz3cCmJP8JFvsqeYwLeeK1GQ/CxyNXGdD01OhJNlQ/aRLshVGkjyl02bssYcKmkuQFGVCnSjKwJ2C7HK6ZW2HMQ07lNKBT6+1FpfqkQC3ZR7VK3ivTjPtO5dg5xAgnf18Cg6nkpFcqQmQ3tt5AWxqF6b7y3XHFfvYu34GQB5igS3IM+1j39ebm850BpzaFNd7RW8Wa0uYPrJe4XpsbsSlhqf2iw5ZC52ZUwbQmHPOc07GlYONDdK0QYEK3nPbHJ6ITBl4GjlJ1PR5Lu4VsZ0AqgyakVwk1HWIJTmLNlHSF2eZysjlnnXJOSgw4sIJw5wCodlLfWNLxeJNz9EhJS2Rg7jA2FspIq2TjDfjSgIUQ0tCqBhZRtU++j6Ka4YGLXaXIofsTwnjyksmwo7ge5YAwCDb6Rg2rnTcSLvrCOMKNRkwc02+zSILp9fAWcs1cP6aipmMfunAePnhgV+9IqjQ9NOwzDOvG0mxTU5+u3NwPWF4uwcCgWID7DzQxoxV3HIEP+9AN3vR4bHMgOOCJSjwwuPkEwc46YzHY2Bcye6HE0b3oEV7CexuAd1zySYYWwARePlLEhjYPZGsbqvPPPobjO45oT0vs/P+DOCGxa95lA5nOJXvwkrAu3R2EgR49AxYv0UYzmR5/ehzwu4OpyhsYP1ewOL/9qKRPpZOa/mM4XvxcF49lWQtGvHcnxL8ArjgLoPW8dhj9XTE5m6Di3fPsDiXwWP18x12dzphFxwV4GQHae2o1aJK/Ug9Sfs6ynpZzY6VmUdOANAMvFepfYqml2pQYX+TAKo9ZpUB0S6Ru/IZG8BY6SQ1EUTS6FGyo0NaetQBcHoLWxZvz+fXLn8DGQRM9ZvyGUGj2suXgCbQsW2TNZWd+dLsp0pW45AdOJSpByd+j8rAKv6wTjI0BtpnizOIifLcDQFkGLtDsgOZsCpg4gzisgThKlBsJ2t2W/tegfV0Gy0zk46942AGSOcN0z0wlQ7YOh4KJp0Dy9NiJEGvUw7KY6YBiVX9Z46ZJ0OHj7Wn+5+pB8FNZnqUghNRDSb1REEPXdsw5mNZXDOnhZ8wy+XY5XPKE6TyVz9XW7ksYTLtodvHxpWJM2BWqIzbhnyQJ7AEBgKyO5E+z9m+Tm/RlmoGO7G6FJCf+ZjdNRJYBe1fR5SJpiYfCS2VfkP7bNvuBjR35+m+bYDmghE6lebJeBcWhPaCMRxLXM1whMxqZxY6gfYiX3lzQfN12S/XwPkbKF8ZPL/WzqfU0syBCaCVWNCFY6D7rIPrBTxiFHZv+2EPbAvTxwzEwYPOJPEJORk4wko6MnfusXwk2fgozZzbc2B7l3HjJ5Jee/PBAL9upSqJDRxOhPHtnhN8DzQbmYFv70pdhzMBydED5MUhoz1PAMQJ2FV5x+IJ5SyGYSU67sv3OAUPMppLh9gCfiMR3EyQIEgHbO8xQsc4/lySobAHVg8Zl/c9xhVw9AXj4n1pV79lbO8Qzj4OuHxL2EHXE7rLiG3jsb3pcPbJIJ1fQA6aGZMkQxgGztdE2VgZ8KT+GtiiJabALI1MzxZOnQNtJViyMLkWbKYgvxhz5Lyk204MdShqYtUgh4VEw8cEmilptStmCsjMLpOxswMn+6gUtGNAZF6StrdnVGamBgmzDKBuomOJ2cYeH9Ecw7JwKKCASdjjDLqzRrJoLfclCqYOph62TAdT9smCMKgsJS3B5yilAqJIhdQmEPSqrH3VRGkKmmYY5apY4Ps6wXRmf/MBmvNAe5bBnYJpvUeM/tXqiOfKlc4kU9D8Gprng4XKisP08/064SA7TjE9365c77nt9Blkl/rVfizfpb5iyvbqE2wzeep39jg0ljbJQXCaQt67wuzqfk37S4CdHtTsIwLwKDaUgMhNrM5Z+zgNQNY5gStCkjw5JwGLruccBBgbAncwlpUCZGlEZpelfeRYem7sE2Odnmk3lm0BBbMGxGsf4hJBkbUe2APKFeNsQHOzSZNYB6yeRAwrh9CVZ0b3O65kvBuOhMDJgBwla64CdWWjq8L1uXz7hRDfrAp9q+UaOH9DZTKuf71g+up1R+HqHESycd6AG2Fo3QjQzoGPxwTkHOLoQJ5BjuG6kJg1iEsHi0bZb0WzvL0XgXs7uC8WGE7kyY4dIywcaAS6hw229wOWX3hcfFecL9oLh91tsZVbPRIWentXOov2XLyad7eEee7TX+lckW3l/BaJ1U6Bhx1hPInoHjo0W2BcSmBJsy566f4kAd4ROP/liMUThxt/IgCfWLbzO8LyScTmrkO7jlg9dFi/S9i2hBsfRbz80OP4QUR/SsBNh8ULifpevJSAj+3dTvRsUaKpc6CMSWRSATmqO3HLLAPChFpvZAB5cIqNgw+jgM7M4EqCEhnIXL7JZHnTCyg2Eg/5HcMnSUeWKygWSjpouzSsLHhOv5uWS11IATmNACpdSpXjpaQiRqqQS0Sl7VRdcRXMpeAkD+DI+8lM9ARcVCVNLLJlH5H831JhmylNLiLnNtcEFH4XCtgnwthdITwkHTBJNMyeQHDgGGfqxZgDU/P7NQBtEtiQgdOMdAMwnx1gjWc/Myz0rHNF+j4z81eB3isAfV5ZseDPnBMAuLF4clXyDqR7Y3r9J4Fvr2NalB/FOcZ5hlUmNuGsUwY/HU8B3SHQbf8niJwnLppyv04nnTDtQuXZ0/f1JK/WMUvyDwIvGrghyLWbrHRUbR70QdQDw4ByKs+S1fubmAcKBYhTFKBNyWUIAFjlHAm4AokY0OA4lWA0EtCnq51T0KwJSpScEJ9r2UjAM2epRiEoDBBOfYkbU7Be3n/yeTaMc00ACGhWn2b2wO5U9NNZq52aqzuXGJpxJeNPWKYMhamvCIt0TCdyjdiVw7ghHa6dXN/r8kaVa+D8DRea/P+1PgtXaJ4VPMMBw90BzdMW42mA2zkB0ycBFAnucYd4r5fEDU2sK8zAcCtiSJXnRYB7ssDiqRN98Q6IJwGX7xFcLy8+CeDHHicfO6zfZTSXQPeCEDoJHmwuxOdZvZjZiSY5NgKkYyvH8ls5vu/l//FYnDXYA+NJxNFnHrEB1vfFvu70I2Gbd7cZx5+WWXzsGN0zh/YcePm9lEiFgLOfMl5+l3D8gHH8hcg1jh4HbO81CB2wTXZ2l287rJ5EHD0UZqhdO0QPrN9qsHoaJCFKL8EeogUEuIEEW5KwQBmMzjJ5QDRMSgatlM4hsRuIDG4d3C6kiYXPAFD01DEzQcQsbDJBPosoSU7SMisNEm3OTRoUnSydSmYvZOeM2LoSjDMmlkhZmy4N0ExgnzyfHcCBQcQyYGsxbJINYppnLG0QYGG7q20Moz+dpOj/5GXpWN4bAGYZS6LsCsCNg+uDtNHIqT2RsyaKhjtpOg2rSgzQEOG2gzB8JJIMqGyFGbzoQLsRtB0QOw+wYcP0VLJ0Jh5klGd17tOSl/FT8KM5ZwBStxjBXVN/p5MdnWhMS2DpV5I0Zzp/r+pmQb8mqQCSdCdN5sYo1oDeTvpiuScSY7mnxZ3cN1MZhrKeGeTbe0+14xl/TsCyaQ+KsZr4yjnaSWCZTMwx4XsAPkkeVPbETZmQcTqPqxxDFPhqPWoLw5J4iFuqYh6i87n/se4XGehrBcx55klrSL9RhwsraQIqmVd2ilAg25ZJam4XPR6hrI6FZBfXJga6o2qgZPN71kE0TepjWxKoZJ9pJ8A4ennmxwXliQcUjGvwDpLmODHFs6CZE6BNwB2MDKApiB+zxrtQlL7TJbcOvf5hQcUveioJN/NyvWdyIpY3pDCuNc62XAPnP+cy6aeqz+dA9XT7ve0mo1cG0IAwnGc9wITwVg+MBB4IuDkA6wbtCwe/Iex8i3gSwBsPd5KkGgSQZ/DNPtsmaV3W3xlAQxrwRkL3nLB+N2L50ME/bbD9bo/V74lkw41AfwNQw4HtPcD1Ap7FdkdAtRuQAZJGH7tBOpXhTLYdbkT4jQOi/Ga4IczE0acO4wrob6WOsyFcviNBkf7SZb3byc+A9TviuAEWu7vNXUn/2r1gbO41WH0hGQc39wnHn4lkAwC2tyRT4LgkrJ6G5D0KtJdR/ifIIOpQtM7mgmkQoB30C+Msy7E5eUJDQsoyZ0P82BBoiIidz2yKeppKhy5BRZKtLOmoyYAUrU5mIyOaEBFbX5ZcGwhgjADp8mcKBvIamGNAbGZ0dNmXCAGAc0LDBE9wfQCJZgbZJ3hPe1nAyZzut/L8Tbc8JymPXcp2Ka20RuCHpkTUEwAapF5ZV5jOgRiIbt8ejRuH2HqTMjvta2QhhJUtc5JdMXYe7ctdtTwODY7cJduAxhvQPw+Op7II0iQSmIBULtkNq3YlAuI+YJYdcNre1ZMSrtvYgtdcImeQS5aZVtmGL/8Tyn1OjcvALnuEjxFx2VTPBxNJ3VKbamBpVf3W1UF1uc3S9zP30DR9856WeW7yEcs9XftYkwS42Q7Z7NPKR+YmhVVmvcnnpX7A3lI916CWQXK/p+Dcsu+0auTLtaylXahlE0miUQB1zT5zkjuUBCOpDaogQxSW2QxHyqznfsRRAp2MsHS5LgVAp2Pqiptp4zzxTX1NZmRJ+gI3cGaC3SiroAAKWPVmexIgKyAXyboOGTDb6yZ5BkrMjOQgAGioJ0ZW9qHkT56Q+/JdWJZrwh45D4FqnsEAfAHNr6vh//Mo15kDS7kGzl9DKeMVZ1u3V/7mwGd8YJtD/+ftJ/SGBdDOsWT1cwQ0DB4c/IXDcMLZiqx90mA8joijg1PmmWRpnLwcJT6RQLj2qdw2Ojvf3I9YPHUCVDeE5mcdnv9azBHL/VlEs5ZEI35TmOZmC/RJ68UO8MmuThtCsxDGFggnjPal+H0ePRCg3L5wcCMwnggbvXgqlnfjCuhvSp1XD9NnRwLYF08leLHZQljWHtjeAfwGWDyP2NxzuYHdKJ1lSAEk7bOIppEOelwkTZ0CfQMAhDnhzIyoRlsazQCiNAjkQD2NBB85d+KUBjHV8qmez/cxM1CSnERAM6iwxPZGEecKBi88aBC1WkyAiwaGS6CInQB0NCWSPQ9mUfTQs4WRLPpMBjifgNAQQM7lgdQWlWpkYAgTge8s+JgwV8AewJ4CKhcKEzRhCsUAACAASURBVJSPVbWJtKdTpiomiYtaZ5lAJNYc5HrdIO2RXUySO0dsvezPJZZu1cJd7ApAG0OpN9vATwP0iMRJZAropoF8gat9VctOrjDttq332H4nNncW6NqJjGwLaf40Udmb4c8EGO51g/ZapXaTCYnLDLtNbLEHZi0rbvc1E/A2BZiZnU2A0rLQ2Z3F1Dvrcw0InmrN7f1YnS/N1N0Wiz3yBKR+/g0Zuldm2z87lZRzKhXT9jQfmWdCn5HKsi2fUz0J0UmmgsJKsqITI712Cn6VsabCLmu9tA30vDSWAiQsbugoA1l9dn1iet2gabqR+kPjxU4AOE2QG8qscGgpOyDZbQ+BZgpynBzYRzDgHvmeyP7MQLanyxOETnYY2xKIqN8rwHZBrp3TCdAVt891eTPK9RTiayqqXyXi/PpK+zGvL7O9vOHyyvWSvzEQuE893+AQVyxZBiPgdknb1TEwOnBw2VGg2t/NAfFuj/G9nbhzOICWAa4n9DcihnsjunNCWDLo9k6yDY7A8pFD/84AGpNGeSGdR38qlW8v0rESCFWLoWYjIDh0QH87IKwYi8fSufqt2M8VfWHSOu+QDenHozIx8L14SVNK1DKuCM054eJD8XZ2I3DxvgBy10s9hhPC6hFj85aY4Wunp4b67TrmjFouBfNFT3uDQn3BqD7XUJJsVGB7cpEpDXAKLsLCIyw81KxfgzHzvsx+uUnyguTqAUrJGIYAvwtZ2wtA5BVEcLsAN8ZJ/VAHhU3PLzFbNHJmhkQOkpIceFeWW/UnFeBAYRmngWRcjj110KjSNStTlSYxEmRK1W8oMHwfi+7QyiL0jwZMRq5dR8w2xKW9FYSGo0ba2RPG0wXiogEvGgGy6XxcP+5d54pdzYN40om2vganCdTFZQNeeMRG0oYjBcRmKYAn2DTStu3LCglV78mcvwIkbp3RP2tgWAHXU71sbiY/f831PCiqvZgrftipLSpWfsrmAsi2hNNjT+9Lvb4ogDozmtMlc20bBc12kpFkTTnjXQJ5e+c2XVGxx3GTyV4Cmvk1uT420G9Ox2/b3sZF7DmIlDlfdW8ddHSx94XeB/be0J+le0st6awfvWxXa4gzE87lnKprott6qkCz7zmfQ2hNcK+uTAZJriUMbnrGNFCQZTwYFwXchra09XhEs6AZkCRYCrDZJw20Uo3ps0KIQFbqQrp2Lkk2RvGEzhkIE8scU0AhJXJGpRnFyQhvlKczgxD56339Ipdr4PwNlq8Knr/SsfY+qAE0XzagnQePiYk6GrM7ge8JYRXRvPTQwC2e9OJsBno9r/DeFrxNS/0to3nWYP12hOsBjhL4N5wwxmOGeyk9Tn+W9hHl5ZPe2RsDfO30hhOUDsQzaJQlOklvKmxysxag67eSlZC9APFmI+4a63cjdjelQ2o2wjx3z4GL7zC4AU7/jHH08wj2wPIR4+ynEatHSXPXFAahO5flv92ZgObYCBuhAFgHGHXNANIAlDR1eZBV8G2zUc2wuIXpRR5gYQdYjQpPTJ3q82L6P3YuM5cKApkExCKBQR3wiBWkJVlBiGm7VJkIuARmKtZWgaMC1bnBvaHMZCMtJduEKvac4Aix84itz3ILuf0SS0io6Bhik9nP2HHlQVkZ48Ta6zK0Zh0TPTNm6kKZSRYZRlODIRgwn45nwR03KbmKl3Yfz5aIJ4vMAruLXckWOQGiVUnXxw1BgKWmOoaAUmcmPEwEXvjcvnussSsAVdlBDeasLpk6JmSdr+jhrUe4G+O8xGRa0jW1wL2yJGxcCXQdAqokQaYO+lvZkPYBM5WXanln62LP0+5bgeLkmHo8DYLL1mgqbZrZdo4N1//nAH6WP0zaplSu9A/FFnFy2MmqRa2rRuljZgAzJzZdHWdyMKa2aQb3Bsy7uu2AegKZZRqRq0lDBvB7567g3PadBZTGpshbml2Jw5GgbM6Meuhc6v/SthuuJoLK/gIANwJecx9s6gWkGJvUfsoQd+cGwCcdduyQpR6cgLFMsAhxIeRLtf90TVX6oYnFVAKi//+C48r/z5dr4PwNF8tAf9NAevLspw8FQLuTQcAyADoS3yK3cRjujNjdkoyCfgtg5wDHxVZJ92EOwFHkG8wEdFEY4tNRgNutQRhlz3BbAkXCcCuiuSQMNzh5MZeOISxS2tNWOoyw1Nm6/N3didjdSR64ATnqmL0A5tgK0NbOjRvg4gMB7IvnhO6FQ3uRghG9pN1evGAgSuDg+h3CxXsO3YUkbLl4z0lnmHyfXQLQL7/jsLshneDi6SB16SOWT3vRH6suEAqeS/BNbGSwLwNRGuzMYGoDg3KGv4CyNPr/sPemobYtW5rQNyLmXGt3p7v3vvu6bCkzC/sWTfCPIGSlCpYggv6wEhUSJH8oiJCKUKAI/irQHyqFplaBDQWWWEIVRVIohVA2pYiVZaqVmlmZ773bvHfPvafZe6+15owY/hhNjIi19rnNO/fd86gdsM46e645Y8aMiBnxxRffGEO9V3QW/wr66kQtcIJOGnUKzMxS3SdqA/iN5WYSMGSgrM5Z8zrRyRgOXuxvKuxyB9Oyu4cARthOR5soDaAOAKb1uQBU7LcITGy73T5o30cuu4wJt/ZRY0gOAR1wBMIExAPoWEOK9W95WXkAIBHWi1mY5mTBTgjlYgNM2cEzlcEQ91Q9a7nqnIGqzLMdZm4gN6SRxes8KCjo4Sl1IKgxw9QM9SLj290AvnsQ68M9bVgbJvVSErfzTd8bz9M8u0AvoZ93jG4AzXZdXFx171LoX6fOt2tOMc/dvczo60g2M5w7vi9HbPZQj9z//86pITzfqWfogSc50It94CQjryDN8jIZgfwRvJTE+rLFJQ3tEvTRndFuePaqYLLztOE2AiE/l2uQSzAkDzl3VW102baFtdVfWmQcMmld2ZD4Z4a0X1pk99LuF1ntWN58kPNrsGuYr4U5NjAv0jn4fZwcsUVGavXbdg7goNnGqmhA2LXPG5gK0mv9/Dine43z60qfxQcS0LskY+p00a/SSH9W0O152d92fWbkXFD2GfxSNcoTI73MqGcV5ZxRLgRM8wUBiY/sjWx0FzZabpLmguUdeY7yoACFUL+1Q72ZUN9ZUGYZIQ5pwvl3J+SD6o33GtDkJXl0P87CJO8fS8GXhxXz84Q6MdI6OZCk4LKnnAvDTGaESObmTgau+YUA7PUbjPUSuHyf8ewPiBs7eiGMNVXxonH5gWx1r+eE+aWy4wxcvics5XQrW3eHRxO2L6p8f7Jgvi5Yz1OLUoU20Ror7Y0yNq+CS2dutdE6IxszurEt4tTO6cBmohbtmYTtLim7/2ff8jWGWd2xmeeDBCjj27bNvV+NQFYna9E0w7fxYQEJ9H7GBNdtFnAOA+utD8G6lk3AnYbB0HerDzv/+Dw0ED21csZFQhfZsVQg56O6TnNyQ0xaq+o00cIg2y3dC4ZoxCn4ty7n4masbnOTrkxJHrdWpNsFnJPcI66HTjHP0cVhfOSi7gBDm3SBYUI7eTJNLZqhn1Z6awszAgTQCS6J2t8B7Dq7b6ea8VyIgNfpjrV+Sb1tWL7V/KDr/eucOpkMlYqa8zH47RpleJ5Yr7qA6o7b9RZlOrK38T4KxI+CBsVFJBAWiQNYtTKFY7Fvuq9m7q/p+nto31ivhLa7UuZmmyCeYnqtNoZ+bK4D3SMFoe0QhEWPa5crA9MAeohQdUzyMYJaHQgjK89azoIkJ7qJQ7uWCTBf58tFalOr/maBRoAk4yvamEIVEm1Rd5ewAIuGzjatcgwyE1luYpXpmTGgLrDXC0JVA/bGClPnbYgJbjBORatgAbBYnaLvk8PCJaaR/X4TkgzxP95g93Wme+D8OtNnBM9+etBFj8cimP5cRRiBOfrxOm8LypowfTyhzuwyiPmjCcvXFtSzItcUNQq0PUSSIBwA3MsGWO6RLlbBLQ8W10an8xX5O2eYn8tgeHjEmK8lu+klwBNw9qFE+UtLM7Qr6gi/bIG0EurMOPu+5FE38ntS5nm9AObnsiUn0ZqAm28weGLUc8b8LGO6Zkw7MR48+4EwbZffYTz/OeDt/0dqZrkknP+g4tnPZpFobIWhBgN5Ybz4esL5D+TY9nn1Cq0bwu4tccJpg6D7F83qu7P23SJa1Jt+1plgNnAL2KqF1bilxi1PyCRTpwGkWrkG/9Dmnsn1x4CAOJsILVUR9I2ayrhN3SZy7sCFS0AWuymLFMjyIJ08VTMoZQv3tm1oCuDhVDIm8JS7NEthkuqMqU69msqgxUhoNcsiKB1E7w2XfoiHDcxJDPOmBDDkPKAx1BzuSxCAGKUT21lctNnWuIO6/hkBBF/UrbrsfJ4IaSmdBvqUx4YWybEHvdEjyant967OoUMB+nyilMCP2b1imacEJIAOjeF3w0o9V2QC5gWHfVfG/QmHheXJtnzV0BuA8quDzgSAH3dN7BiCkWHYZYnu70bQ7IvpQWPRuXUbjURDFXflC3VNaJKkCLCtfiSokmaSxHjVF7nWT8wgc3jv2F5tu18Yj05OcRHojQuEFOox9Hd5HsDc9EVQ2S2oYUBY5g37PcUIhYncz3U+sINPsWeAM8FWvmo7BLGp1DuH/d/Gu2mnUQpTGP+CT+2ihuKmeRYvPXBjPx83I2BG+/b6G+vuPr2x6X4J8bqT7wczXo0APiWbV0k7Okunu+/jwHw4ni8XrO8sqI9WedF3GXVm0G2WyILEflFdkufhnzTcj8N5CeA14fw3zwU02+9bxuER1JBOBhIJpU0oG3YLYyrCIOe9bGMl1TVLWFRhGkitkKEr+bIVcLmeA+Wi4uH/S8gvk3jk2AjA3H6UsDzU6IBJmIXdWwmHK5GoXH894eKDiroBth8xHv6uTNrXX08aNlVA3+5xxv6RbPEfrhI4AZtnKoFRC3KXbnj9sBuqGcD1SHbq+F90fGiDrDLGJn0QI0TCepY8rCy4XVcnjQgY3uho5GOpqqFXC2fbJlCes/jVjQZLMZiAhc8NoMK8fJjkQ7TMaOAvATWnNlFH2cZRh2396ZSW0+rSynskIxhPta36OHEP+UTmMEpMOBo7qZxBwokL+EsW6IV18TOHiqfWtj5ZWpvOGeViRr2YkXYrojs0rxMDi+ZBglo5bNdBgIOw4pGd9DYY69g9HSiIiwufsP3egeyw5dRvJ1P4xONoIO4I8bVFGx1UwjG2se0IWBsX1hD1Cto2qV/QnWj/I4lBHLhiohO/nToPDeAcGelp/46SmbskFa8C669MYx1Rk1WMIFvub2UmL4PbU5gRX/RnHvq9111wLxj13508w+sD/c5XWKA08Ctjgy3y7TkkDwAmi2AD0mhyB4K7ZqtB2uG2CXq+uAClLn8fN8NOmdVJ3bb8bfrMt3zUJ+w3m4OqLhzczWVt85nJOET6BpeRxTDb3fMPfS3awMS6fDMSobzmz49zugfOX0a6C9i+Do3zXcA8etQ4wWAP8xums9VffN5WkIUxLgQuSYI9EEBTbaBYwbzLScIgw5XAFSj7DHo64+ZbFeul6MDqFjh/L6FsGeuFXJr3ahxxAOaXhN3XKtaLNsjUWY77RKCGFyAByIvKKKZrxnIlMo1qYUwZuPrrhM1z3UKbgN03CvIt4ewp48VPiccNQNzS3X6NkPfCPF9+r+L2XcLLb5OD83zLqFsZNJcrYPus4vZrEzYvK/KesTzQ7XbbkqwIk1PfbCMb2ZqPHXB1DAXgzEidNWKfkXYGxPU++aBseNBt2qRfJ0JRGUHdCCisW5FliCGegMM6JZhFeNkkMbiZqYGrqPl0Nkj0i6y66poTTm1Zu95SQe+RblmPRXdZd00eDtDvANDELAaNBm6jFb8Be8tfAWOLIihlrZuMuhHJQDHDO4LqyRPoUMVwbny57L/aNnWbZWGSCfVihnkaQa3NOM/qJSww8m7tdhgis2gabNdoI/YxbpN73FFwpjgsqFxadMfw5BpmHHsXsetDG3o+Q7vL7oo9a6uncUfA9a2qDe/KGvXsXRmAV83D4yLtLm8SzUahvVPumQUBHFrXifrhE32g013bIm7UHA/3/jSAb+3q/tuV5Y7Tgi1ymwGylSHmS92izZ7PjFv9XTQAmoby2D2MhaWWR3yGtuhoHi/8N3umdFyHDo5zG0uNqU5Lu4+D67kvqy8gw8LViYk03l8Mx2M7dM9sx/V8C9QCGvIbtM3ueaP053V5xrrQOvDIiGbjcp/euHQv1fhRpVeB524Zz8cj/Rd5e0I+EeyWfUbeyH7SdL5irQTaiY7Y0yGBcwVNAp6T6pRNk01JWVOWaGr1+QxsK+iDLc6eJ3/xOQHrlWxzrU+As6ekLLKE3QYLuyweLRKKAt9yJoD68Ihx9gMCT03Ckffy+3rJOH+fcP1t8aZxeAiULWN+lnDzLeDiPUbZCGh/+bOMR7+VhZnNhIsPgBc/LXlWZcDzwmIgeJlw9V3Gzbvk7DZVYPsx4/CIML8QbxzrGWHzsqJuCHlXUWz7XAdTm8DMtZ572GCd7Ap6d0Ns17VJ275dDxzYp+avVD4UQn4bgAcDeacygehujdAkIsqUVp1c0loF+BIkpDZBmKoRzNpcVxnpUFG3alw2y8Nzpd6VXQRHII3gRcAamM1o7Kau8E4m2xo3iYPtgATPGv4aRM2v4a+UkFDBlJreM0oZgGYcpHp+14tmBauqWTZwcqQlDvf0bfjc7pd2ukuxVNCUpN5iORlYrzQWb9CNg9qWO0+EksIQfoLVjGHdR62rtF05iuBHS2kyipgvwX0vn0xhEdL9beWOjGBYKJqnj1hOWtWzy9Dnog3BUaAT6r+7IXeomtEWwY15YQCy/W0yAgtSdMoAzq57ZbL3NdwfAFKpQGGUM5HcuKExDVOBvcfqT72q7YO7DjXZUdhxIADQXZE62+5hAKLo+8ZJqQ/139HLzZGcxeov2RxA3lY1sOCn7tEBcCKXZTBBvQMp45tk3D5cJuQDIy+22AVAErK7zlJXhyt95trKWLPMQ1aW6Ubkfh6MxHw8A21n08ZzXUiVOdRxyNtd15lm3iILogH98Vm7eubGYIuO+81Isga/51kt3dfEa0qfsmv8KRfz8fcJ9viu+w6kz52prrIUL3sx5WWIbIOvVtTLAlaAjG3xkdQIoVoJ6wt5k3OuIFtlf7IBziq2351BRXw4lzNWAMzYPCNcfI8wvxRfyKkoYJ1ZDTHEMJCKsMBpAXZvszDCQTc8vxQvGMZCnL+v+S3i/WK+FmPDzXNCWgjLFeHZzwt4np+bcYcY+d18nTFfi0Tj8EDAcFrVEEX11SB41MPlAWHaMaZrxvZFVSaWcLhUjevKAlDRBlwzHBHjrb5hmrHa8AmauCM2Gr2m72gyy2Jpvp4R1m3yibBuCOt5ahKNHOQLEBlFzQl1KzINY6WNseoAV2Bd7BkBoJxln+hMNlInUrY6gtM20VaVgNQocahw6cNRt491GFlKoLF4qf3/pEeFAKCifMS2i327WusmBeAegVaUQ3Rt5IxvX3QrR7mYBXQcqsswqA5u6YZ2dYASvTao1hRo7eQsevhERr8HYFBjQ2Gt3Y0dpE15lsVB2q8YkxuJnfpE0ByeITKevZQgGJ15XfXXxF0NA2Fdfb0i9Qzr8GMEaFa+U8D31PBLDVx3/czejfj+jn8DR21cJ33/fBGG7h30oqT+b2IBgaIfV1Ad2jqt7NKeOotu31nrECApBgA5Kh8NdeQ7Yu2Zo/tNqzNSiULntvHovRgWO/r3aDTX79ahsbqAjneE9Yy0PjQgiZZlvuG2GzihAeHYHixA3Mpt5U2l/W3SGJflKECOecS6Sws8ZgCH/h/vfap/usHkPTJ7o9M94/wa0ziOfy5Z2+dglV81X3TEWUA97gnjkIBtQV2SM8l5q6CZgXrIItPQsMm8ZCDLdnS+WpVlrig78flMDxYQhB0+f190xYdHwgwvV1KM3TvA7tsLLv+/WQKLPADyDYnRhoYX5QzUM8bNN4HyoCL/IGN9sII+mJy9EGAOVDVatOO+ZTcLVTDdANffrjj7fsL+7YoHvyujUDmXOuCJsXkK0UefAUslzLcsg2fYbrPBebqWCp1vGC++nbH9RP2HZnKmXqLLyfk1AEVPzKDS6z/du8SYYlcIP7uWWLcxG2g2C290zFncBuWsc0YAKmYN7u6r9P+pVKxTlgk3MlCpnWflj272vLzUjo3sHwBlrODbzrHT0qnFwWdMp9gvv59Z3VvocIt8VrndZti27jydWP7JFjoCFk8ydFr2qIU8YusSUM43SIeCdLt22vKuLuOz6H3rRhZsVFhG8PF5o+GaPldnwGhSokwqfUhaNuhuAKEiw1xNpENpho8xz6UKW70Vd3kxoMrI4EdA7NpToLkGNPZzFUkHz03PrHENYYZlXb36DbS6xjGYQt87BZ7vGHajBpyGxQAj9LOQ59FGYTh2VIbxutS3mYNoBb6di74BPAPaX6FjFmvfzuqSUssZxyV/r+39D83bGTnarbgdtzDdjYVt50BBue1QmdePMbWF+6n6aGVzacoA7Kkq2IWA58gCAzo3VGoBS7S/8KTEiN3T3qNQBosu2JVL+wEtTedsjL4NYXZu1qi0VJR5jguBYZzk+Jzmou4NYppj+nHXJb/OdA+cv8TkpAn3x76onchnSa/KmzIDZ0X0yAdCYYhsg8lf/LQpziYDQN7ohFupefyoCTRX8C6DE4NuMi6/m1C2wMufFp/N1z/JmK6pGf2tyuZuRIZRtwCrq575Wu6Vfk/Oef5ORd5lYNM0kaJ1kxF0fikAupzJsYv3CPvHADGhbICzjxgX7yUB8x8mHB4IkL/+qYq0J2GuIRPV5feA/RPCy28lXL5XcXhAPhADwMX7Is04PCBsP6m4+L64rEsLYfOitknIBk3bNoxRpcZUAd4AKAoWxkYbB9mTjRkmGMi2ZVK5hjB5LEBL86kzIbM5cNMIivpXnPxIvUo4sLXobtHALgKOMBHQKhNTnSTMOZF6H1BGN4IYioAV7dgpoG2pVzQFjxAn6uboWgM7uuigNWz1c/BbG71TcHv+Tiqgukta60lJgQemCRPzWNZysRF9MzPqxexeOpj64tfURz1kA0JAY79OgDgwe6TIdChhMaUDkDKGxHUAlwKmOcnzuQFirN5SQfsi9Tdnr4MukIg1RNBVRxYtRnq0HRAvI6PzVGFgzBdACioNmFJ49s/p2Kh/1wwUD7/7sQCW7gTN0TsJ0BYUg3vHCKSJIe2fqev/rlEfdwz07/i+AOh2dgD0UUzDcd89MQmKGSFHdtt1xWh6XoaPA1G73OWd2zkxSRsPbcO9L3Irj4dEJ33WqBrqgKwtOuBkgo+77pkJHlwkrSE8to3Xe603tR2J5TNZoftwH40bVWHUSTuABtYBtw1gIqQA9k+OUanPx/rbm5CY6V6qEdJ9TfwI0iil+Cyyilfl9bl+d7CLNoiu+kau6Xi3NU5uIZuUxDCwrElc0E0V+XLF/P0ZfFmwe4exXDLq4wVUgfP3E9YLxnrOODypyC8S6gT1dAFsPgYsRGlaRFKRD0Dey4yxf7sClbBeyAp+vVDn9RY29QzgJOB8uZIBbvv9jOUBq5Ga+IG+/nbF7t2K/RPG1e8kXP31NqgzEXbvEJZL0bjt3krihSPcZ75hiRo4E5aLhM2LAmLx9bx/KH5E10sBTuZ+yAxVLDU3SE2CkNYwSQzprm1ou8YBnP5/uSBnQY4GZMMtChJ9i3mcxLRLmLSimrcPY0ItKlb0d2sgNAZ/0d39ulGDQdV2O8voGr9w8xOj0NGEMa4+70onAXcAl+F5Gyum5wWWLxouRYMjO8/KEbXA7iM4lLPzMqGfus0SDXCTUK42op2ekzOPI4vt7NYaFpKjESUU7Jq/Z9senpIEY5kSyvnsoJlKMEzUhZEzb0nBRCIxiiQFy6U6S89b9Q6yyc3fNXS4sSqJ8hGgeRkI2/7ONJsf4UzgzelpyQDIXfbWcev/taWB/T/eQdD+oB5PrAxjn3KPKHaessGdPMOeJ/Qbc015JLsxlj72LbSysgVdsk94Hg9Rr/3IbCP82tw/t9tmTGEso/CbZZ3CdaEsR3UJeD+U4FXBrV6Uy+jCNal0qzPCi3UWFEW0CjFDLIbf5vVCDAp7UAudE73vWZ3qgo1Yw2yHHb46h4WDsdjW1kG/bGXMt+xekLrfrfxjnz3VnvfpjUv3jPNrSq8KXnL3NcfHIkHzxcuCI+aZzP4msX/oJqMmdWdF7NINEOvc22fCTMhT9XmjMrC8uwD7hPqtHbgQ5u9tsZ4D+6+tQGLk/QTOjHLFqLsM7IDzDxiHx+LJApCttrRAIzMRaJ9RHhXQpoDTjMMjHRDV0rhOMjiWMxkgD48Z041olmkR9nn39YKz9zM2L0QDXbcCysXAi93fMhXCtJOBtU4scg6f9NR5fhbgXreEfMg4PCTM14xpz1guZEFQ5oxpLwA7rYyqvmibLrg1SmQN5YA1UgCUOql17rdMCpKDnm9rBkvwyd2c/UfH/jbxmbRFJtfUWCsLfaxMLCqhbpMD7rQMwV3MEC9oug0YmxabswDotMh5pjWEMWnq57nOhGQBdwq3eoqTqMkKbIVXxTD1SMN8R6rZAhVY46JNxmHCtsmTM4FXhuke3XAM8G1wS2L41IO9pgsXxjG4tEbaaxTACuTbBSDC4dGmu87d2wWjOWRZ0KTS2HKTZTAaGzvKXXgilMkjwijgyV52Jq1L9bZi/daCuYCBqmCbTRse2oMwMM3WTlX6fJS8WJht986iXkEsKArPSZ5lcHlZp+RuHqPM57MMuR2jfqKNjLEe2f5ooBfP8ZNGt3/DoB37wMgYdy4IB7/rkUluLhH1EnuOAN6PH8zuEw7pWOLfJhlS0GzMsoNT9xDESAfudzr0WjNIBtrYcqRP1vcmLf2iUhbVcv+kFV8zd+G1I5tdDbynVk/dglTtREAyPxDLeE9ViYVZwtKjJAAAIABJREFU9eDUnjFrQJO4i1bP4N4sTObiLHvYQbS6YmWlWSVTTDLXiu2LnmtuSue2iPYx+RX9965++1Wlcs84e7oHzq8xfRHwfJzHaypMl6myxfsJNFXx1VwBMIFeTtg8U4b23QU0V6QJYJ2VxoAstQrIWfcZlBnzh7MMRjcJaSWsVxV8UbD97oz5BWH/FoMz4+p3Jh9YyzlhuWRsPpFBu5zpPDuLqzkAoNsEbAps27aqLq2cyYA9XxPKOQOfULeKn28k8mDak0chzAcB2pxJogECyDsJmlLOdIA6J5Rz+b+BTqrAciXBUXZvE6ZbkWKUbULeiaEhVWDay4TkE3uwes9rmyAFYFiboAMUJ5liQrdNLPmQA76yIZQNuXEhE5CC66zmUQKioQw6bDnZbsJHGkvZYkTHKI1az+53f54eyFqI3VxYH0m8QliI4qr67JKbJMHKkdYKdz8WNbsGGO+SuJxIBnzcj3bQdEs0tHZfqoz1PLt23BlDACaBoLXpm0+988SAB5yw+2u1+5b0EvZ+nZk+8RAkdVa2Utk15IcISiNrSCS65nRsIPlKn8Je3hbd0cPDJxk30lrB3HTRUINCZ0aT3QxAgYPtdCiNJdc2IC1b2ouO2oFiFzyiB5adJxPbxal3PJMazd05LJuMIpzXeYDx9+7EdSMYjtU4/HZkGBclONGby8qdp5cGvu8ov5azz/z4mEd3BFy25N/GhOZ2rQNryOLX7uOebAbZAq3tnhFYm796Im55JwPUBAt2Y/Vhu2pM5LKGLrKfgXNu77T/H/I+E/rFjgcnYQaF1VGTp0nRfEcM7feuHU3iEQkAq3JqdciscQg2QDqoXFHrOpIbHUNPfX5dvvfpjUv3wPk1pxFo/ijv+6p7mhs53mcg66C1rdh+mJEWwv7dFdvvzVgeMMrDFTRXYZcVPI/5m0u65d0FdJuR9joIXxSkF2LQt/sa4+K7BE4Zh0eMzSekDAAw3RAOj2VgMJ/OdQbqVoA2EoAlifcNENIeAIs+ebolLA8YtApLXbaM7VPC7m1G+r5EG9w+TVgeAJwY65WE4Y6g1SUfW+D8Qw2xugDLQ9FJAwAYODwBzj4mXH5PJujrb2RcfFDBSRiN9YyQbRLR7c91K26SWkAThYthoG8V2UCc3TMOrhGgxsAWkZlx5iXJheYy6SRBQGHSs0mTqbElyl66j9Yw2Y6uu3xCUycs5scZgC8qnIG2SRUCnuX/YmDWg8pW1DolAc8DaDZjG3fTR8ApsOCXsIZz7hYG7M/ERI1pt0IC/vxpCcCLyZlzskk+sGB3pVZnBJNKnDpHyhbWHz6xmmaaZXEUnnm8vxtebfPd9RJAztG3gVoDz3o/N4hUbyi0Vq0LQmcdZanCASUxi+cI+9v09cbqTdnrqGZqsraoabb2MzkKuNMUA2jeJez/47H4d/w9fI965O46WL3Fuuy1ySal8HMTSZnH9x4G7mQBwAR3S4i42NFHvWsLf5R1HYUNj30jAL5oFBhdzHn53CixLwfF+qGQr/1NELJjJr+XGTZTbf3T6ssjnRYIOGUAiZHUBqRqWW2h2+nAiwTGspR39nB2X7jEjIpGhLVHUXLEdnEYQrDY83Skge3gUbu2LVj7uph2qmWuwdDPxnTtG6OBd7weePMAMwPiUu8+AbgHzl9aOgp9/RrY6M9yr3bM7m0HGJQrQAy+lWZPu4TDY5nAN9/PqDOQ94T84YzlnRU0FzBTV35K8m2yjlIS8HABPtzIwDZVbD9KmF8CL3+y4vCEcPldwvVPsG9dpQLcfr1iekngGZg+kG30ckYo2zBQH2SrmFj8Qa/nIq1IB2B5VLH9fkY5Z8zPk4PHw2PG+ki2lC++R6hbAr9Ud3aTyETKWcL+sYTozrdq+Pcxo1wRppfiFSQtAFaZ7178FGH7sXgJefD7VRhJjeC3niXkpahnEAFgaVUPF8H6PG47GnAd2WSgH4R9Qkzc5BmTTrJpmEDcsr1N0HdFoPJtWeN/1YjMtJUt/HSbJKPEAUAHkF3eMGj8Yhncup7gW85pKB8FNtQAXJ2SL9Ki394ICkZt8eijt3t2MzAzYGhgdQAD020B7wiHR+bVhb2MUoe6oFQjx06T2t2vfceFjuMQYx4rA741HOplAGWiq9bzfbGkp2pbGDDstv6j1jqOQ5HxCsecFe/clglA9kdUzxi2KxDZZPPiwbOw1LQyeNPkAe6D2BY/oY66xZOGBqcVzUgzFJdNnmJg7A7Q655GovEngI4pNvb6lFs6K1/nteb4vKZbHX7zurcT9cvYU3sxvH/j9PXdvcj1wfa3MKvxJPjiqssLcDYYgLdLXJA6E4yWv10/LsptnKsb7cOdQW0YB5RttoW/RR/0Pl6Dp40wLkTgaQvyfGgdp87wwChJFynrVv6fFrnQgm8BKvvjlreDd7vn0speZ4DnsCiyZwr9NgLq6BUjev+gUPfeF+5a2L5xie6lGiHd18SPII3A1hjcGFZ7/D517qlrP43h9vGbCWxRLubqhnnzs4SzDzU4yCysMBOw+XDCcj2jVvK8iRgp1RgPAQCQvr9BWgnlG3vk97bgDNy+K6zv5hmwe0e27cSgT0Ds/DyJ7lX9XS5XMummvQ7aF6sAmGthkNOecPb9hO3HhOVhxfxxEvlFAtarKnpnZVCmF+IV4uabLLrpIttmFp57+xFh924VkKoDXVGdtUQshG4bSp5UggsjCJOyua7YfrLg/KNV/DkD7hLJvFAYqIQCArMgNyf+nhQsHUWqgoJF07VWmQQMKLuhEtq1EQiaPtEay42xwsR35DovADyq3Blzef6RwXLJQ99vO4OYmELZT0YMi4aRNlmmZtRoZTB220G7GVQFi/7OCG0EHamVu7Pmt7pX4DDdtn7iiwIHHoNHAPTgWH4Iv9sEa+2QxLiwmoEhoR+Rw72kzOH/FnwlSAZ4oqAvb54Xqv+/Tf6tfH39O9usxn7RYEu07tWv8bbyrXRWd3Ks8ozk9VPV4C/ti78bXk/2sTpJLW+X1gx9JQVjxKNAORFEm8tBBcT+7N5fDEDCFyl3fex+1q7jb2NdHu1g2GLP2rnr9+hB85DXSb/RIW+/Z0H3rvQ/hnIMKfpnjvccf5d3ur1jvvavQ3va4iuMT23sIfeRbn3T8jq1YHAtteZNVUCzgfFpz9i8qJj2Ynci5ZHfDg+s//XPlvaxzsw4sd2/bhpbnUyGEp6FQnk696Wk3jiWln9arV3a+eMOAt/x7PfpzUz3jPNrSqcM8o7POc06nwLNp1nku28wMtwnz8kM07MiMwqA+cWE5aEA2+mGcHjEboRH6ttZXnAB6bVk5KmglgzWJXu5rODbhPTBFuuTFfn9GZtPGhAFq451A0zXwM03hJGtW40qeE44PGbRLDMkCuEPNiAA+7crpuvk2rH92xV5Rzh7SljPJI+0IyxXjPKgIO0SaCFcvEfYvaOT7gRgVf30ufic5gTcfEskHuuVyD9ItdTTjWqiJ2EmqrI4eQ83rqtZ2Mj1LKkPaHnGXNs50U9zHGxrFsOUcYsPQGORKtxDQuffdWqDbA1biSA0P85MyHuxRk9qQV8zdcY8ApBbWcX92AnpRGEwC6PP7kea0Mk9SNi8tDKwRity0vupIVFUJ7ihZGphqxkdq9zO1a8A6GlpLGrZ6CLM9KG+qGA39DGgHt2aedVFll4NH+1eeV9QthM6jxXGPCnrbJKPVFjdIg/lj8ZgpgGuAtrK+SQLnFXCuneM5tA3vE1gk2+vYyeWIDi+9Z+p045zAtKhKmBvzDGThGu3YDT5tqisAq59dx++c/IxoU66oDtU90MN1682oGJGhulQUc4nb0t3cxhBFyAacquvU36yCSjbrOXSY6+SZwz68WYAKnnRqmOztlXP2J4Yc2lY+AZAempXhLW9AdP0w+sw7pa4lGtI8X2IuyRH9aP38uAjgeWN5bH/j4uBKH2SPqHMsLV9JyWSvNKiANh2oCwiaUK3iOREIl/TtqiJfC76NCLTx87ATI/yF2GhWRdlMm7lBKwg7B8lsZ9Rxtm8H0lGLT+zHVFdQgPGudUp2/sfZH+I9azzjUW6rWY0GT2SxNtTG5/s7zcxMYD6phbuK0j3jPNrTJ/FsO9V4PfznPNZk5MepmNlAq8JeDZj8zSjTow6iVcKAJheEg5PCpYr9lk65YJaE4ggoLn6SAzKjLRLqNsq/pFtYMsieaACzC8gAPVSft88I8zX4t2izgKu8y2BJ0Z9sGrIb2B+kbot/1WB9fRSBlthEYD1cQFPjOl5xvRSjPjKFs4aJ912m1+KO7zNMwF+5sZo8wlh97UG7PMt++BnA+tyCXdTt5wLYFnOBUSkgwBx2+6L3i88elZgFvrGtuNtgjrdkPEanaTWxmakRULPGrAzEO3+iDtdMwVQo4D5UJEPtUXLYyjLLZ2IOCwEFODGskVGLK3KjFukstSea+zabnznE/bpl6hz/2QGSuqqSqLcyeyVFm55kjG6PbhwlszccuH4viePnwQ1OD7Py0zd/xuQ6YHcepYF8HL8/ZhdNHa3Br/ari+mPk8pbwAu+ilb8aSS9+Y7Udq2mju8ap5n6MhgtHsmbt5TrGy01Aaare8pOHR/2IC7YuvytC37EzKJkwxwMgPR4zbxlMiZ98gQe/VEH8QDiOzq0Oo3DXkYsLI20nK1nQV0LGOnkQ0aWm/nE+0eAX58P7r8QvntNwN87f59vcZrj55J68EWwKeuB4X2j/cPi7S+DsWYOf7m7wFbm9on9G8K7RTube+4gV3ZldPF4wyV0YVdi2j0V/rsTIvtnjuoAeWubPaM0aivCiimCLS1XFYnQh7hKB3JPcLz3bPNb3a6Z5xfczrSFn8lZThmtpkJXJIYXcwFeLvg8DAhPZtBi4BaJtnCmp5nrO8umLcSKbDW5O9xKQlsrsCKgvHEoJWw/SiJa7FDW6WXjYBVTkD5xh70e2fIO2D/tmiTlycV6xW7VpJmMbybf5CRDsKCl3NG2gPrpTLDGn0QFeBtBaYKqgmbT8QHMxVgecSYXggTffG+uKibbgIAg5yXb4HDYwHudQZw22QbVAQwA8D2E7l29zjh4gdmFNUGyPllFddwNlGhuSMSRra5SQIa+AMQQGVjUERXi+6c6m6jWDwKmmcHY0Ao6v7QDPicWoL/Bkj75H2V7Xf7yUBpKBMxdez26M7Krw1SCltQlLNggEd8NIEwoUUzjIwbozt31DmyamRdP05wN2yEBkoANEMwAx4j8A/lN2mMhf62ejpK2nyx7OYW0ICBsW9efoT7EoER3I4FX8qjf+ZYt9Awvg6aWTMPhni+va33cQa7hrxZ6qvODXzmQ/V75duCukk9oKq9AZmBEjNC7ALBAKFO2IGQA2gioIi5kQOIlQXfBC8YHZCNADu6c7PbnWKn70gt2Erox1ovtlA8BeJHkNjJFjAAxlAPcatf7i/fztQurY66XaExP72Xu1a0tjiSfrS26rTJJ0BZp6kP76AZ/Xb31rEmLjoMEFtb2VjhLtv0vhIARMcIfTYfD9EvCux6s3twhtyA6cAaV2OFqd3Xg2/Vdn7SZ6LwvHkvHpZimesMIVZGCV2si67vtbrKhzbP2OLFvl0qFZ+d2vFxjH6TUrnnWT3dA+cvKX0W6caPtBxmHAgABNQXM7CpwtReiyeJtAC7bxTwpmI+F5EWA0i6lxTmfBk3Movk4/GC6XtbrBcsGuQHjM1zwv4xIx2oDUQfbzygCRhYnlScvZ9xeFxRLirocgWez8DEWB8I65tvxT/z/p2qQFcm+rJRFoEYdJtRZ8bygDG/IJQtUCdGWgl0LaAZLFKN+aUMnucfJty+W1FfCNDffsxYL8RdHU/A9ql6zbggZyLSwsh7YTTKNmE9F1d1t29lnD8t/cTNIkfxwb8ySLfnxTDGBnRugETbxit+nGwLgEmZHpa/2+Rg26poGkIDlYBLEEyaYZ4i0qE2dlWBQp114eBgvU3QBjgIATyHa8UQp7GW43NFliWmbjKzCSSAzRjRzdkd9OdFwNFt3SvgsjDbDooiIHZQoM9boGHncTyJaR07IKwxbLe0qQc0Cc8nlSuMca7W7ug9MESjKgNDoR3dNRjMMJNEKmKLEl1wdWy3gTPdKi+b5NKaaVfV+l+Y6FWlIyX6pQ4yleiJBNTkGmNyxtncjnmAnraLlAuDdopoiFC2qS2kYpNGKYcaspJFektweUZaZCEA9KCkazoFSwZSxrDqR+2lBnunAecAXHF8TstPFw7MHRBrQI06MNrl2d0z3Bvt/FfplrtncvAcJigDrGAtY7jXmG0YB8ZnrsPCpQZ5gjDYOFqERj13e7Z2jT3H+C6ZYWEjCIY2InUJp+Pj4QGcnc6LjcnQ3ZA2phjIdXuAqsqqiJTieOPPDgfpvriwhb1KNfJBdzEp3O8UaH4DE4PupRoh3QPnLzG9CeyzJYIOOFUmZrpcRbJRhJVFYpR3VhAB06Z4hMBps6LWhJwYtSSkVFW2wSgloT6fZQKdGXVm7CZhng8PRD8MALt3BaTNz2UgXy+hgxRj97UihZsr+OUEKgRcrpg+ylgv2a2saQXSoiD6iYCf5cmK+emE9YFoZM++T9g/EdnJeiEAWgKrKJB/wuL/edNYEWMoamBNkvp/vvquAs1ZZBrzc6j1dvMxup6Ldk/CdIcBvAMb8Gh8xHBfpDUDyYAITjC4pkE25o5ZGZMGSPOuur43mVcGcyWnk0veGXomdyEGmGcD7iYAA34g1SEqoyp+WsnrrGfZ2h9lS+7SyZhPA/WAMqryv/7FSAQ2ABrL8ynJAbd3cn0GK2fMX891HWiQkPj1aBMxWPTTXR3ZOYHxJCt7KDcrKDsygtT2qTWBZzGa6yUdAnARNKJpYfdWIMy65l3CeVa2GtqHdVLWe9c5Na23seEV4DlIaWxhFMesIN+RZ6P2t4G2hBaBTYGOsecMq092INrYTdOdy+7HcjW1xY0CvLSK7/RUuPd+MAysvgsR+oaB3ldJOiJQ5Pjsp0Czty91YO9Ufx01z34MrT47g8/BN3CX1wlNdccOj7YBoR+e+lveBWmTtiEVALReEzX31iZR4xz7NBPUoxB194ypZtUYM448CHmbj8/s/Qz+jvnCR/uQ1B95n5dxWmwcdm9R25Uq6HbyABnD/T56Xz8nt787m5QTi2mTzdnfNXjioILOzalfdle/vMeob3S6B84/gvRZ2efXyVKPcg0fX0xiQRAG+tECvs2gy1XGQb2OMgsTVQUst4x0kLK8Z0a6zkAlkUooyMwHws23KzYfJywPC65+dwIqsH+LsXzzgO3vb0CHBL5ckc8Lyj6DKqmPaeDwdgHtEw5PCqaXGfW8uT0jFk8atMhMR4sAxZc/XbF55jMJjBpPK+H2XfZALyBhsEFSHqrAdEs+IOc9ML0UTx9lA6CKZnpj+EnZY6qM+bo6y5VWxv5BcuM+m8g9oEcAICapWM+SbzOi6qRq85ZFnoqGbCuAiTvW1YHL2vJPLAsTi7RGK4Nq85QAneQcJOp9TG5gVQjTByZSRoraPUmYCJsEPRBL1BQrUEsqCxCXfRAwXtrE7V4P3MPF8Hzje9Hm9p61CayyJ5VqEEOMEdfatk1PzVAGBqxe4pZ1N7HToPPVb5Us8ETd+2xAnZMY7Vk7mGGp30t3JOJ18dv8sDu7WoHoaznWfwTRDjigXi6sDr2/iWynzsndxbnMxd3TtXyar25C3pWWJ0H7i5zHc1JdaOs7vvCYCFjUc8xSMd0WlLOM6oxdY5E9RLpFLXxFsp2Xo7bRLfSoGvJjvuigk+3dMbsGmuOxk+Wgvs9Yhx0Wh0c7Tl623n2i53ni3FbG8FsE53Hha99DHUnUU/K27oCp40tu/qbR308iAurt6vHvfk3wcd/qcVjEaL/1oCfyp3i6WOR3M8IbDSFNfjHdCgniz1PauU5IqPzJFtRplXzTGp45tzIe1T1LvjUDCOOguyKllne30IrvZFwkIJzzBqV6L9XwdF8Tb1AaQbPZpcS/v0jysdu8d+QwSCcW0KxeM7rBPAmsMGNAB+NMSLmK1vk2gVbRMS8PGOtDGZXMH/PysKpBE3D9M8WNEJcrYQPSWUF5PgMLAQ8X8FzF4PByAR4toCJBTzgp+6wBTzi3yuKZMb9sgG+9YDfIqBvI9RO7tKGcwd3ebT4RMF024kkjaWjv3ddke89c09VJXBtVdYOWzK8sZDAsG8LN1zLOPikO7sdtSR9IFZQxifcLRPbG2uXEZCNNaD5tNS9zp6bMYzPeYr9XNPgygx95hoqqLsM6SUYHDlseJjlJulUeWdhRc+jfOkHUidwC3wFxwtGk7FmMz36iXD65psAq1hYw48hnr12rhm9xm9g+rsl0Jpdwl+bVtt1rJncPV+fUb3GfAEKxTEeBI2xC1Q9TBMjcIquZb1jzCZ6PDcz8maLhGtDax3+HuqMU9jstVe4z1KX77PZ+31wCGnNeJy1v9HVsfWA24NvuXbWOyd3LsbeL949x4HsVuWC7PpGF9/YKYNAPogcwY7udehetbHel8dxTfTs8o+mVO4PA1N7lZigX3u9T/Tb19+JQh82l4PBcdp6/k9T0udR/PN9gJNm11ZDivTzcdSaUuY2jzeMHOslCtCHx99HuY4s3c++peVod1Jk8qqoRJYC8K2mFEAwGtAMgtl3AOql9Crf7d2RCN37p8SCzsXLEADPx/Lt2KY7Go9dEot2n15/uGecfUfphZBvjtXEe+az5pVxRizJhDA8q0fIhpBx8Q4fZhQbmulxPqJuENFfk5wnrpQDVzccJ5ZzV6Iw0ImER+pMATozlIQP7jPqgACsBt5PSowS+mWTAfjn59jIlIN0S6pmAhZqN+SLka3EzRAfC8rgiX8voWjda9iQhug2E5AOwe5tRN6J/PvtQyo7E2L8j3jryXtwWnX0EXH9LAPl0I8d4AqYXCh70zbl9J2Hz3FhrVg1dA4jOgjJQCZ0LLYINyty5hWtsFHd61chKGRvdgqwo00iAu1Nj+HZ5zQQoq1fn1LwqhIE/GqwIyFG2S1lH23439hamPR6BRUzWFMrMpgM3PaeBqNoAHQENdFkWEfx4n2zPb6xoF/Ft9CKgk3Hcfve5yVjVE/cLbml8izpui3s4aqNXHQi0TGxr3iQ5BoSZYiH0ujCpdkBX+0SdCXlfRbpw6Be6zsZaRelkngr3xpIBLHr7q//lOon0iAqjblO3fW6+mD1iojHb6is6rQze6DWZfKFVg9GgMXy2O1JnkWCQau5rTh1wiJIXk3hwBmhfuwWRD1e+exLa3Npx3NIbmdvYFgMjHFMnr4iMcrxmOMZjO4V71bm/kY8P3HTbvTThGIx3qbuX1UcwPhzu42VCA6vRO4qVZTy/SXfCt7Vb6qvTjW7dKNPepaZ9dhBu3ynkGcGk/hYNJEWG2DxkEJqe2HdWAjPtBsvRzRzBx2F/ZjSDwkgEOLi3Vzi386F/+9BhJIfVoY8XJ9oLQ799QxIzUF7Z6f7GSveM8+tIr7mXR5Ll031Dnz5+0l+0SS64v64u2cGyg2YmJAO0TOJNg0UFly5W8F66znrJ2HzcDKHynlDOGMslY/MJwFMFKglg3lSsDwvofAXdJmCuoJ3orLtyWmaJQYsC4Syj0nqlA/p5Qd0y8g7gDatrOyl73eo5JAyCAD5yn5rpQJifEfJBXNNNLxPyLWG+FgNCCe+tg/PCzhSXjRwrW/ikDoiud7kkTLeM/aOMzYsC2/qNzPNRkJAY5SsAhWgAVCcSkK5AKnq9sKAanAXEmH7PmEn3lmFu29xLBCtTk/rBOzBJHqAiGNeZ5MTc7LXOhg5wtIkihLEOqdNBMpqXCJs0B3bMuuQpgy+PBmfg95QnBMDBshfZ6nO430lPCpYU7NeZUDfk385wJjRWMIBSybuxwFEHad9U2rWRbfTrQ7CV9SypJAOtHbQNrM5jwBWr6whajibrTKgKetezjPU8A8rmxcHCAqA4aA361wisBdSgA2tNZ9oGoOm26LMkkdHU9r7BQMZ0zJiKb2hjlvvfLHWgOX4Dcs2pnYEA3CRP8u9RdiHgiVv/PwVK4/fYteweqfX9eG/RobdzzeC3YyxPfDqGmPmoX3e/j+XyMlHYOWtt7N8BwIKUybXxa2BZm3RDZSBhvIgSBv9MsoNnbkTbYhTOCpuRtT1vnWUcNobZ/IS3vg+/7+j7Oj5TLIfctN3vlFwsylFGOZDNF1YnDr4H42YzSIzSEKCvx/v0ZqV7xvk1pU+L4NfOuxsM22/c5pWj3z9PeWJZqgJf+VG/dHBIG5nJU0QnxKjKBFKqDmZjHuV6As4qQAmbZ4T1Qpjc6aUMuC9/toJWuUnZMFAIdL4Cn4iVBN3kY20XKdieGVgJ9eEK7BOwEvKesLytI/RKyDv1DR0smWWUkudYL03L2kAlT3Lu8oAxv0/ua7qcM6p67KhboJwDm+ei2V7Pm0FL1NyRMhycgemGsXuckBfg+usTskWxsip10CuNmw8VULDkzJpORqJ5hXcUYhJvGotZgHNfZ1aFFACmARDohOasJ9zYS8B22I4HhJU2t24WPU7Zar9+nGhDOTqDn3Bi5+aO1auHhUG2fACYmzYyTxjUuqQ9o+lnX8VMd39Tq/ej84hgbslPGZx1147AiOQ/UTfrbFQwQHLwNQXJSlh40QCGOlAT6jsCF8sz72uvdbbiV8D9zQYwFL2geDANhhsaRs8I40IDEGNJk3F0Uhjtc5L3AE4sD3vGiQDzCELyoHWbkG+ry19OGW5yqBPfaTDgEYwMO6M+AB7UZPAAY4FyTulO7e/oQcSfYQDV3TOeAs9+4Oj0tssznOtGnFofnXecQs3HcKS+hsnFgO8rWebwfkV3aae4ILKdndTnATRj61SaB4oaPF/0QFHdPTLk3Yvvgb477tEm1pOy0vnQjjHJPdOqhocW6AoiyTODPCp63VCWo0WPjaGlgd3mveVEnXBJEDHXAAAgAElEQVTrl1HW4QaG8RkMbVndmqRjlY+5K31Tid17rxot3QPnryDFubgzHjpx7FUyjTG/mCJopn7GbfkxkDKjvJxB5wXI6N5az4OpST0A0Adb4MmK+cMZgGiIy5mcWiYZhThJOO/9tw9AZvAZIW0K0vfOUC6aWzxOfDwgqXYaBaJNrjJxlTMGpgqsCelWgrcY20yLjFzLA/UyUQT0ylacsHO33xRWmiph8zRJCHCS8tMqbubWSwnTnS2S4EaMBc1TxO27cnz7CWO91EFPt/KWKwJeMs4+qdg9SY2FcQQlDTwa+7TmYVTdPsyHitW2ysEt2pVNqIFRHLf6mUgwUzLA2thiMc7TELOmy1O/0M645Aao26RKbaKziaYC5pbO2Scrh3oEiR4qPB+LiOj+hdFYZ138RCY5AkwrLxK5CzUAgIattq39IxA9uO+KdeXb0kADyLFeI+to17AyUfa76J+8nTO3hYsl13mmwfgPAPIASOxZ4t9hy9dAT1H2OXpfARR4WPHVFSEyvN+Z0SgrODS2nIjdQCwy/NELijBoJM8dmeA72HoPnBN+rhsCsexZcyIJYEPiyaXO1Fh562v26fqK7MbQqs/AoQ6tf4bFlQNJtHMiG3sE1LVv6FKuM2hLK3s0uJhnBD5HOyRjn3wFyG79g5pnobj4HvLzccZkSNwvCo7KYFlEgzU00BxBtF3UNNc4Adrh74T9HcNq23UuSdM8/f6EbvdEdsR6I+g6af8mdaWpY+9yIfmULWG6kWvWM/KooR7xNRrQnjTahPtb9m5kz0ThPC2j129sZzpRh+YdKdSvV5vtYgU9t+dLwNhnvqok7ujuBQqW7mviNafPE/XvFPN8F9v8w6aUqzDKmroV/aYiT59ipg4ZH8qaUB6vyE8nrOeMmoHlUcV6VX2Sqxt2g77p6SxSjEKoL2eUM/GmwJMa+NlkiPANAdS8CRMEQ9hnJtA+oZ5V1PNhAiEB2jxpvln8Otv2XZ3VrzQBdcs4PGBsXsjAtv3EWF7xwlHOGdMO7i1C5BBtoEsLcPaDZnB4eETYvGCkFdi9lbB52U/YUr4AMqCMTAC1gBmltBDeNrG75w2gMYVWZ2FdFAEqYBOBAByqstXuBoWhLJbct7Sl2kCW38M6Q3cd+/X+3LlZ2buEQEGat3sERJ7ZAHQtv3hI5Sejrsn1sENy5u3Eu2WGZLa9CxJmtW50u3cWH8PyLAKgqtUr9W3bPcOw1UpVdyuUyeqA07hdf+qZA2D2Z2J0Rpce9MJkPsHoM60sOx0McY84kfsEj+xpBDpx+9mel6c2bURpkbWBHx9+M/BgOyrlTPIjhkR4nJPnzQryXaJiZXQZk7yPZSYNQ99Y2NgGp5mG4/93YKprl9bmtpNA3MLKv2q47yUTfftGNpzvKKfpuqMxpl1jjLT1f5PUjH3KtcNjuVJ/3J4jrQHIJhz1Sw7172Widn5Xb9TyonEhGX4by2aMdZTnyKedbHVStpJH2Uo/EDekQppwFtBs9W/jzpG8Iswf5lUDaIaCkbU/au872p8znFEe3+nxebvFVxg3XNpxn964dA+cv4T0OkNmtzw/H6COZWAmcBWdsuVV1yRu6QBM2+LSjvgB4DtZ65JRbiekDzeg6wxaZdbIe4BWwvQiYX0o0ojlSgbJci5MF+0z6JDEd/RcBTDP1Y0GqRLorABbPWaAGmjfDJdscGJgozKCSaIWOj1ng7EW3Iz/8o5AK4n+ObPLSpZLGRzXswaS01602uaGrphhYtifuf4mYf+EsF4IK80J2L1N2D8mnH1cxVsGGltxNEnpIC0BKejod06EvAj7t31WmoW2TiAd44x2j7jtKuxuYzJ4ItWGwlkzl3YwWp5oExOrx4gIiFpBoZbqPWj2IABxoussWvU7wQGzyEvCKXb6q3TLgC8CDDCfevXiBN7VGcNZw+h71sBAmQnreQpeAOChzLuIfHYPgnodQQN7UePJ3APu0ThtKPOYN2fqwEs6CBAWGVKTOHQaTejzqYFZ9NABCs8djjUwqfcZ5TRoZbF6bJkMrC8C4AOcta+qWy5bBTqTASHq2qJjnEMegEkBrDyhj4X72n0a2BzKGwBLtwPCcRHS1+VYFzEx3fHbXV143F6knul37V68xCQ1FM4b+riVM7Kl3TgUzvNoeoxusdfpc3M7v91Px4hkrHiob6Bb9Fh+dMc4InIhuAEfZ+l3bkOQSD0Hif5ZDFlDG0+Ahb82sOtuGu1ZTBoRNcZeLnR9wYs2RE/0RWtg6v19C7+5VMvKgeH/od3G+uDEzcD9DUoF9Fo/n5aI6CeJ6L8jot8ior9KRP+SHv87iegvEdFfIaL/logehmv+NSL6bSL6v4noD31ZdXEPnL/CdLdh39FY+UMnCblNQUOtk0IAyeZRo6ypA951Sag3k2iSWYzpiIH5RRIpww0hHwj5JmF9vAITY3lUUTfC+F78XhZd3pKAsyphsgsBk4BavijyW2Qzo7s5lXNQJdCSxP/vIYkW2jx2zGq0NDFQgPl5Qtor28zi9zkthM3TjLP3M7ZPE9Zzdu2bTarpQJh2wk6zBl5BbRPQdCtlyksz/phuhKXIO+DqewX7hwnTbe2YmzhpRTbGNHHdwG3zt06Oh4f5ODrbMPFE63LLIyht3NWY5dt8FFsUNvbr5KTG5nasIcuEltQAjFZlsJW5jHlEPe0RsLFJRb9HIze7bkwdMB40zvFYY3Coqyt3+aVMsk28CKDStmuNwXMtbgC7VAQgdwafem4NQGNkL+9yiXOSkbL7hfvmA2O6lbquGy07N8DbMaPBRaD7hzYA4t4nwu5F6EeeV+rBtbNn8bEjmxqBpX6ah4ZwvoEyBUV1QyhnzSAt1mm/QCHfRYnaX5Nt2LO5ZCXsrDi4GRbXkW2mlYOx6olGseOfZXwOddCOUfsOn8jqukFmvH84p/dDbPXy6qJEwDuOHXFxH3cYoka/6dH76y3fEv06+7jGR/frNPSpL5d9245EnUjAsL1L3NrQ3GuWs6E8Vr0GXO1vbWuLmDoSM/HZRtbeUFKN73SoJwfpn3fOHsfwBNRJGjUtdJIE+BssrQD+FWb+mwH8AoBfJaK/BcB/BODXmPlvB/BfA/hXAUB/+6cB/K0AfgnAv09EX4qJ5VcKnIno14noQyL6zXDsLSL6DSL6a/r9RI8TEf17upr4P4jo7wnX/LKe/9eI6JfD8b9XVyW/rdfSF73H50mfZiAo9+q/4/FR1/zDloEroVYBrlwIlFgiCPo9G9tcawIfEpaXG5Q1oS5J/DXvW1fJOzEALFvG5mPCdENYHlRsPiEJhlIAzoy0yCR9eMTYfpSAQshnq4BdALTL4pIOEO1ygvw2KQijwIAOowgtJCz2PgmrMHE7J4kvZ5n4A1tGLc+0APM1Yf8Wu1FJWmTA3b3DSHuJPAgIo2y/GZg2EDBfCyO9ec6oG5FpgIH1PHUW3WY5zT5ANllA3KYDbJBvQNajvKE/L/7NxoSe0Mk6ELAhxAx86PhTN8nZ5hhWNzKMPsFGN26mB1VXZc66xDI64GnyAWfJzYVeqA+RRJD7SUacvC1V7j/xuYc68t8cGIf7K8NYNuRaZG+L8R3VcM/pwLKzwKGfJrj7P/fEYEUNEg0D4hzLoPUYv4+292M3KCxAwDTk4RWR3RN9z9zVYet7chK8HToG0Rdh1MDHqY/WqwFs8/rgvwfgFfOP55hvZwDuA1q2yJsOfJRLtApoC2PTvzrjnqU9Pf/ACI7A1+uA4dKWeKwDSq/YJehS9/wDwFVNvDHKo7cdKVM4N/ShznhsBHEj6NPfOonEAPKOXCJSfzy+p9Ynoj/pKIHqFtgVvW/lQTNvizsrjwHUakzzhP7ZbDGq19cs4zJxkHbEa6wefGyRY2mFR4ntFhP2LGMdWx6xToe6PlpQ2Dsdx78TeXXtkPp24jhvvQGJIcaBr/Pzqfdkfo+Z/zf9/wsAvwXg2wD+IIC/qKf9BoB/Uv//hwH8l8y8Z+bfAfDbAP7+11sTkr5qxvk/hawMYvo1AH+BmX8OwF/QvwHgHwHwc/r5FQD/ASAgGMAfBfAPQCrpjxoQ1nN+JVz3S1/kHp83fVapxilmORoBflZpxqsMAwFg3cvIks8lvHXZZ+DFDD5I85dFPG742DlX0E0GPd2ADxmoBJ4Z248yNs8IZ0/lJRfXcyLJoEI4PJJw13mXgG1Febzi9icWrFfCPkMDqiAzaFuByxV0EbQEBpQZziT7NwXwPEzcIAgAD2xXvajg2fIA0o50G1Dc5dVJwPB0Q9g8l7InBRj5hnzbcvNc6/BCZBumnbM03TKma2D/hLD5RKNV7RnLhXzbIB+3Pa2MNqE4oBrBZBjQjeVrW47Bddk4mcct29yCDThQsn6iBnZ1Tg5QAS3LlMI2N1SfKx22k0TUCADknuYTWDKD62gdPNsnUQfI3cNH2DqNgVvE/Vtq4D4dfzoJAUYgQR1ItAAMBnY7I8dBWtI0oBoAxiLpFca0C6xm6Jdl09ol1uXJybBjWRugHsHqepawXCXXNa/nCetFQjmTzp/2AqY9UEqobwC+Fe63tb4ZJQw09JMouYnPENhdJtGBG6ttbWsA2ICs52/P54uVAESCxKJOhPVMvsumsc3+nigzadrxOvfXioFve086GYFp2r0uxr/R9NOJmjxiaL9TC5u4o2Rt2tk42P/Djkd838ct/R54h7wj6xwWg1E64BKzo/NaGaILRK/fIPtpmuoGkDvGOLSr/XbKELNr/yD/AEGNOeXvtLaxtm7C+cYAD3UuC0KrsHCfyFYTsFy03T4fY+PYFMtD7XcqMheYkfbJwEU4LpOXJ47NsVoYaswu16Ui9jXSl4M7wq88iXHg6/wAeIeI/nL4/Mqddyf6GQB/N4D/CcBvAvjH9ad/CsBP6v+/DeD3w2Xf0WOvPX2lzcLMfxHA0+HwHwbwJ/T/fwLAPxGO/0mW9D8CeExE3wTwhwD8BjM/ZeaPISuQX9LfHjLzX2JmBvAnh7w+zz0+d/JAIq8857Md+2ESESNtSrOyr+TGeliSkGWZO/CdJgY/UAuJQqDrjHydcHhYUc4ZL36mYv+W6IbLOWN6KT4310cFZctYr0oDv1mM9coWQDYZCI5cq9KpFXbwDNAm6mBU2EkISCQcgABs1nOTaKDTQX6rmZFvxI3d8kD8QO+fsBt8TdeaoQ6WFoGQWAfzSQxOqmpjD4/UWGyW36dbKbNEr0JjsHySahNe9NpQp4FNHRhEuZa6yc+YtW4SJOomQg82gqZz9clNQWY1EOGGWQZ2yF0oRZbUwYlGy+sYsbCNPLJb/kw2UVn7dUxVA6G+ja4AJrL0rvd1oDDU36AX7SsSbUI0gB4mzlMvod3HQJkB/Bho5q7J09oh5uXfoV+clH6Eovj/7VUpcEmQM8l6v7JJKNvk/ZjChO/M3RGD2+oFgGt8R1/cMcpdW6CdAFTpOE97jo5hV6Y3Xlun9i39rYE3e9Zkuu7gkaQDr1rv/m7ERUQAPG0hB++fLb++L4wg9gggDgugcfuw81QSGVi79q42R6hPxGdszxHtG2JZu3dy7Nr6d5RVRaAZmeFY7pNljv+nVj/xXhFo83hu2GGocxvfaA2AlVq/sLZb1e1cWvpy+i6fAtPIjHv/RL9IMWNKjs+t14g0ra+bV6ZA5MRzu8UG0Gw79Hjay/OU7Wcj4H6M0w+Y+e8Lnz9+6iQiugLwXwH4l5n5OYB/HiLb+F8BPABwsFNPXP6lVOKb6I7u68z8HgAw83tE9K4ev2s18arj3zlx/Ivc472xkLo6+hUAmN551P3GTF+KgeBnTaNhYM6Dx4xZWGZk9rDafj4AEGM6W1GmCuwy8k1GuajIN0nY2q2AZVqB7VOSUNvngkLKVUXaJYmSd15kgJgYdVuRtwV1TaFsOq9YFEOmDtTI6AUc753B2WcCIUo0aCXMz6yccC8bdQtM1wq2FAzbwDndiOxkvZToe/lWgHDdAlUJcTNcyfsWAAVJfIZe/YBxcyGTd9koY6rSj+m2OvPobuQQntEe08CD+T0FfPuum6AVPFCQcthziBuvxvwayyfXGgNpM6UCTQULFoHQWSw7L95PAb5FAQOz1j8cpPqz2D2dmaaTXg8sciCBZQKp7bcIvntQZu7A1G3Z4J+3K0ectOJEPrJNidCt5rR+3K3XAHSM6ey06dZmrWnEkGkESPZ8fnu5N1OfV4waZ4yqXesu5rQt00HCZK9nYn9gERpdC2z+iCEAoG17U/N4YHVi/c2MPE/IhE4yYVa/DozCdQZKh6nN3HDVDFCQDVAF1m37u2yoc8nY2syuJ9gOgN2v9zIT7m39zhZ2VlYda5rrMGrnR8Bq71xYdDkDbn2lApy4B8/o3w9fO8T+FfM+Vb+hDcY8u2Ohffwa74d0nEfQvEdZBQBfUHY7X9T/bj6xY33F8csfIdZXxrCgI68797tvOvvU8ozPWKcT/plDnZD63K+z/J6Wxkx3i/qwEIgBWRw0L0KSTNcy/vsYOz7j+P0KatLHX8uLAM7cGaG/Sal+6krh9ScimiGg+T9j5j8NAMz8fwH4Rf395wH8Y3r6d9DYZwD4CQDf+zLK9YY20cl012ri8x7/Ivc4Piiroz8OAGd/07e6cz5rMJQfRWIGak09sUQsfpsh3jXMFR0DqIXAewmDnbYF2FTUb+/AuwmFCXxekG6ynDvLwGSANB8m0AocvrWArrMA4r3okN21HAOUqzDfp6iVCB6I4eGYI2Menw/G5BCYhWFeHurzZEa6EWNCnkWDTAVYzsVQkEnAcVpkOxAsjLOBnzoL2EgHAcjGgrhVtvqUXa5kRlsvJFyx3FuA1dknBeu50bZo4MLws3ug0AcyAOdMZAs3zKRhtVnrgdADcaBj3ywKW8eeZcnDgnDIPajpmSMwQJtEqATdaaWTb4WD1Ah2Se5rxoF04kK5VwDPMVl+IdqegWepT3bQPnpNiKyYAchYV1ZfZiAJBNDrEqFe2233EeCqeSY5L4bvjVKbyMYdlc0XCMftGWUnbpjE6NqunCeXZjARpl2FyCYG8KOFkUUPAmDm1ietSKrfdnAa6t3a8xQLLaextxdvwnNbHv1A1OrVjMEgBpASqrsB5zoRSoYz+0zkuzy+kIUY75ocJdkiEs3gLHqOie8MGC2iZZCHjYlCgA/vXgG49rKJ4ww6YB36Z7zfkY75xPXGKZxkp73fkXubaTsgw/jpIN/ybv3Eoll6SOyweI3XWrmkLgPg5VZOL18oCwCVwugYtLJsQOhOl7O7YdHjnj/0uMnrrBr9+XUYzXv4OA/WMTzkZfk4AJ76PHxhpn35YBxZaKNxcQ6g6apj3YTxtRsbspwkO1oQA/f7BLVJ+48B/BYz/7Fw/F1m/pCIEoB/A8B/qD/9GQD/ORH9MQDfgkhu/+cvo2xvInD+gIi+qUzwNwF8qMfvWk18B8A/NBz/7/X4T5w4/4vc40tPr1uiAQC1JJQ1NUNAJvA+YX60x3QmI15ZMmoJo9uLGXS1AM9m0MeTrPafLKC5gmfC/HRCviEgAdMOuH1XvFnkHWG5qOAHq5AsTw6oSxKjvcrAXDFNBYuBLoKPKJS4jSXGAMXzLDEagDaw4f8HKF4TWNd6XsTjx0UFT4zpZUbekQJjYHMt1+7frkgfEupGtv9E18ZYrkSSktbAQq4AzwAtUozNc2B5AKyVsP1IYEqdgOUiYb6uTSYRB0/A/TN3usYIKNB8OBvL60yHTXSkwGKmDiyAyUEIFQE1NphbkAmZWLnJOgIzCX2GtLJs++uEbR41kOCBdMatyMhUUpUAEsKYBQBHLXqdPQ+tQRNtWbsLK2PsSdu7TTAdY9eBs/DRvzstM7O7DvTfrb6JwLktVijc84iNZA3Uk+OxoRz6fcQOWj4AkBtzH6UUTMB8ywJoQ562w8BEWC5TAGbs6woAHtQkvjNxIROBq2XS338EXA3UWjAQP25s3YmFYuwnVBlEKr2YSQ0dDdwkiOux9l64NCZU3HrW/iZmLJmQdwqambyN5Z1imOs0Oz+W00M4x0VWTNY3AnjtdMsn0ni8sw8IfaRb9A1g2Blqoi6wTexGjfWOgZVkrKgpRIkcy6XXRQM9JmEXOwbZdousPaF9Zg7ly+FYZ+iG3kA1GPk5IDbvLja2qQG2McX+wBSuI/TdisI4gPZM3WLadm3CYsGfP/ZVtrEvtjX6G45jS2yPo34S6sLf70ZslLMTYPlLwARfNDED5UdPBP6DAP5ZAH+FiP53PfavA/g5IvpV/ftPA/hPpIz8V4noTwH4PyEeOX6VmU+ZaP7Q6RUbCV9Z+jMAfln//8sA/ptw/I+o54tfAPBM5RZ/HsAvEtETNQr8RQB/Xn97QUS/oCuXPzLk9Xnu8aWlz2ME+IXyTwJCuaieeVuxXG9QS0ZZM/JcRFqSGPV2Am8L8GwWYHxDmK4J+aMZfCMjjlgzqzb4MWPzccL8IokeiwAwIc0VKYkMxMFuYqTEqAfJZ96uyFNFyqx1EGaQo4ewPNDrnjVf6CBkA54H1tBz5o8zppcJ5+9l5JsEVAgrzQJ4Dw91+60QDg8FAOedgOndW+RsBK1AOsg3oIy0au2oMs6+z8i38gjLFSEvgGmC84GPDFUAtC2/gGnic0eWxpiZzoVVkm3qMqt8gfrB2gymirkug+Vnhj9BC62Ta/Rfa3pS04BbOnIVx8Nxu1VwjxYn3mik5RP9Gp4ZAXwOCwTPf5i0ePj7KAXQDPRGZZ4nt7L6giP0p24ijPcypu5o6z/k7eAGR+3U/Z6O8x/BtLWblXW9SF2buWZYn6mod4nW73QBoPp7k+BY2a1fm5Y5LdyXz/LQ/POhHumzY/nT2uQg1o9HhrQ3iBW7CDMKjEa5buQ31K316bK1d0INcwf/1x2Yin0tALsONKaWR2wPv87S4KO4Oz8wv53kwPKnoZ+lvkx+C7NhCAu3VhZq8ih7x4MBoJVpHGei5teBXfjbz8mNbff2IGVJg2FdJAgiE91u2JfhlHs/C2zSyVdCeY4ANDUSwoB3twgxYiLcx0F8LGP43YKnGKkRDQNHpr8zso1Jy1fObEfPglqxG5vXDX4s0pdgHPjKxMz/AzMTM/8dzPx36efPMvO/y8w/r59fUxs2u+bfZuY/wMx/kJn/3JdVF18p40xE/wWELX6HiL4D8Y7x7wD4U0T0LwD4PYjVJAD8WQD/KMTFyA2Afw4AmPkpEf1bAP4XPe/fZGYzOPwXIZ47zgH8Of3g897jiz+fDqRfkWRjeb4RSQYT0lzAFgBlrii7DJrbfmG5ncQl3G1Gvk2osxjPpUV8SuanGeuVOGafr5MMoAkSremMUS4rsKlyHwaSAdygaV7XhPlCdPy1JJQlYdquqNX2gAGjDDx6sf1D+h9Cc1dXqJNuiKyBAGU3SJn09apiepnAkywG0kHBJwto3jyT5+AMrA8YZcPY1ISaGedPCfsnavy3yACYFrlnviWfTDbPgOWBBFSZr4WppspYzgnTjp0xMpDdbWPGSdq+rdoiI2WTK2zSUDBpYMqZ6caU1EmlCJpvN3GoEaDdp2Zyf9HO3BjT3a7SuoYDt6Nt+9wWGyPDyInaIQcJIaCL5WGTojFCIXohU/OUYMFX/LkGxs7B8nhPreMyEyYz7GN5Flf9a1sZo+ueQ2L9jPcLZYjb3t3PKQAce1aojjkN+XjdSZ7irk3aKS1SnuUiddvZDkxUhmILN6osAJqtzq081r+oXR+AFoDmwkufm3Mb1+Q3avVn8pYBQIpBl9Sj9V9fmDngMlsBu1cfst3b0Pr2cJyZfFeEbdVQgTRIgCi0EYfhx5KDMHvPBh19zKexwnT0jvk5KgeJwHhk4WtsQ7T3YtSYN9BveXJor/ZOn+QgguTiZFm4/X40FvlzwiMMjosEAZEEdw3JrX/5u8wx7wbsfReqNkNsAE7vRYmI11EoUyt0v7AxnbMx33HMi5IyO+/UAqorz1gvp1LoB+s5Iy0yP8lPbayTd4LbNffpxyJ9pcCZmf+ZO376h0+cywB+9cS5YOZfB/DrJ47/ZQB/24njH33ee7yp6VW+nqcHC2ohpG1Buc2gfQauFvlR2WBKDC6EfL6Kv+clYX1rRX6edfCQ0a5uGPMzAdQ1s2xJM1AnjXK0qUjb5r2jKvNcuYB3GdhlzA93WFcZtShXWVhwPyk4MIs62jhAjROTYZyiGmBiYALybVKDExmkeBKMnYpYLddZrss7YHkIoAKbZ+IJYwJheSQ32T+RPIxltnsyAecfMG6/Tth+zN0kVLYSFMXcZ+UXfMT2mha020ZEm4jtPp1FfLh3BCbmOWO+FgnFcpkEaAZgktXxP5vhD4f7mqGUgacw+XUAynCIgi8D6VF/PDI68n1i4kd4Nuh9bWKx9jbgzQEEqDu8vLfJrQG2yHpH9vSYtZN8TY9eNuRyGXDP2ple9sjY19rAM2WAhME+ku8baIqnn9B7d1He0D83J6B2EpqgvY6ggRpQYQD/P3vv2iQ5rlwJHgdIRkRm1rNburq62jEbM32Y//9jdj9pdqSR7rurqyoz40ES8P3gcIcDwczqlrr7Vu8kzNIiI0iCAAgCB47jxzXUulGMSv9S4EOFp++pJVdOlajHDGDquQ6ImZOe1VGvEc61gc/SHnmoOwhhZXOs1UicXp+6D56zBaL0MEjewbC4MutCx9Wz6ZcefJUyGuCzzP35bMDfmt7K2oEq/645sElwwK9ZaLg27Hd2XEUVfCqAth0j52C7lT/6+3pA795zEBrnNUAWmrrwl8iNLeizxaJq3rt3+AoA68LAVE/kU31JrsoEXD3vrd9orXmEpdJJ4J6/USmynONVYYBa7hyB8aGcT225mnbST30fyj2YivNiSXkEsEr+cS47IgOaZ/NUPf+WifHDtJf/T0lfI8f5V5d+ru60pczRBDZ5BjRbNMDISBcBzTzkMs5y8XKXc8a9WH2n3YrzcUC8WZF3CUFIjQsAACAASURBVHyJoHMoChGif3zzR8LlLTC/S2KZPohqBW0odFg99oKsLucJIVbKEQWWMOBMApbUUalQR7gAGbFA16AtFCDhwpWekUlW8zbxU3XgScJTtcERwPxWQoXnsQRzOUqY8PmtWJFBwPiZML/NoCRhtYdH4URXaTfGeiOT1PKqAIHCx5zuZTLIZatY+MdaaVQg4CcznfiayU3AJJOotOhE4zmPOjnGpejhDkWiLFKRzmML6c2xTnoGypzVpd/GFe3aOokwQRwLV3nONtE4LnN9uHXSF0t5PdZM2nDghGAOScAT/T9UK6NsvRbtZ7cY6XnaTXvqM/CJpP+w5UlG0zDKhgNJ+ryaiZYBBrcUBLQgqbcwer631q0pVukP1Trq8gAAvxNg/crd1/8f1ZLHVVvZHb+ydnegucnPAconr1FA59pA+4kqaaSJTK8XSevcgu82P5fX1kDj6z+UcUOt6rFclIv/gVnZ/T2o6at+sdZ8oj5vyt0CxoFQTZ7i1P5O9oy3ALKPaNjX01t/FUAzqKG7+OfbOuvWa5uFrhuLUPJsAC9VcG7tVMaVXg3HpBGTcOtDt0hsFIbcdQ0ljAuodAuPxrrct1cZ0yhfz41Gw9DjRQkEqFSJnvqhz3+9ceUbanteGXC0rcqn5Fc7GYdC/Sp1UC64LUS3FgcvWPWrTC/A+SdKz9Ey/jOUjf+KnB0zmWMg7kdgzAhnQnotYDVfZNaMN6sAsjIKz+cBtEtIcwAyITyI1Xl4EOe4dJvxGKpnx/oqGR0CjwPSMSK8XhCHBM4SVCVOwqHOKyHNAfEmlTLKXyijXWaCZp1zHUdCzOAC3CiKdZwzyf9LkJMit0oPXMGeyBoR1hvG7kOhqqzA8kbCgedJLqVVrk874SKHhbD/a8D5GwXZImkn+cnCY3xgrAehZ+w+igVzuSU8/mPA3b9n0AmYXxMub6gNgewshOQmBWlWZ+kqANu2q6luT/dWaW8FBskWPZM4T1VrqkxyXAZupTlsgRUtQwPaSlILt26J6/GQ6jNQq61ueYbUgiY/gWW1fDIJELZJtVI4dFJTygQYRt+gEh5cg2NcUyNqW9UQ1dRMjt4iJUBEFi06Qfa0DL8oUIdMApALmLoKOuFAr3/mZt0mXJW79onrfmJ5unv4hVjtN/VQHgWoKr3GJNwcGBGQjWZ720/eflhij+k8uPb9U2UMx9q3VUJMF3uUgPUgPH0DHEDjUObbsaEruWS3LP/MrwnTZxjdRtQhiqwd110gjT6oHFZ9lyQwhZQ/LGyLDaVlbAEcD0713fTPSaXeuC+sa0dpZ+1TLc3LnoF/ZqH7bQu8G2e9vO8dXaNtwPY3e/dsZ4Hr+1ueV1CJSsB2oShVZRSVytT8RZ+d6viw1J0Gy7dXpXBluEry8skzdrKF/WJXF4jmu1DKy0H8V7Q9eSz+LO4d8DsrPTVK8ikLqeAKXS7QeqWx9jNaUa3NWR7M1wya/xZydF9regHOf6P0FJj+KfSfcwqgIKMP7+QtTSUoCQUg7EuAEmLk8sIGYqxrWU6foqhpvFoRHobqCLLLSBoSO7AEUAkwmgQKsM0htHUhRhiAdIyYv99jfHs22qBakkMBz2pVDiUoC5cyZw/KAutoLTxnbyEBjJ6BBIRzAGXhOS93jOmjnBSPZKAoHRhhlgl8+kQ4/rbKe93+njC/AZZbp+8aAVrkfjoQx4vcM84ovFOZMKZ7ASi2fV4G0BxhVsi61U4G0jwoycYDlHvSej15yqRQVAkiEOAAOLXOYSrhpFvmpSsYqN2ymFpyAEGt2Mx6fQXiDKfJ2k9gek6xxssExg2fUybhHjx7HiS3eZWJE0VqzZfVJ2lXdYwsd1BOvC48PDgM1/n0Vl19Vk9ZQ6+25ldYeGpvuX1uXW39YQMUbV3XgPDyiqQRlf5QwKDWtwJ9DSwjgLHJU5+PC2/KYOtj3jIIKOis91Xgo3We7yRwEg8lyqIDdma1e6pdyive0Cu6U3IEllvZVQqrr4P0EfMJKG3CXnfcKiH1NX42AJaTETJs8eH7gi3wUEDh6qT14OqI+t1up23Zy9UFtO9HebeaaHmu/22CeuqOuYVcc/4z3F2zjLOAy/outLz2xhKtzz3Jb/EiEVbt2bLIfapfhjkBlmN9ua92PEr7gCUPb5gwOpJXZinnEtdFk5aZVmeBdgulfsewAc32f11M6U6Ehc72ZUGtXy7ScxQcaH7Bp199egHOv1B6KijKTx0oxTADAcNuBY8B6+cJtBD4ThBXDHXGDoGvLeEEhGMA/n4pAUsC8i4DcwCmLPzkwAJmE2G4D1jvROotDIy8BolYOOSaNzFIQfwaMU4iW6fAHVycxsrp47RimQeM04p1iYhDAfkA4pCQc5DQ4Wu5IMtghQzRwcxAPAbkSagksv0Os2RMn4Hjbxm7D4T4SUJuj/dUjhHWAyNSAaEzMEICvix3NeT0cAIubwGwcG6XO4kcuNwJdWD6zAhFXm05dJq8qBOCTQremY6qsxC5bfRQvMXNCatYa6o1SyxjqUwu2U0yADBcikPZQSZyN+bbZ3UWQzOpaPJgRTVehT8u1I64oKF4yEWtcx9CtXIzSX9VC2AFT+0sZRQMLWsJgOK6mPCyXRQ6AGbZ1va+2jp/aqJ68ndqJ/MgGuJyT4+CWkCytXiQAwW8x7YuV4DqiTJdL3bcAsPQkXwo0JJAEJV2E1JtfwVofVmMH9/V0y8M9Ha6oBQudtkBcVEstS3Sjty2dskwP9FWHTi8bojrn1QGcjjLwleDEakxgJJ7f1CVadSZ0PqirfS1L6LShtj1r75IXNV0+gXp5jMmVHUc51BYFy21qv71uMqvK8vVAtAreHTtd5VH/8z9s9JTXITRxndB1SYiioGllEX9I8q5jfNdd9+m7XTsUGt7rIBzSDXCpC1K+/Z1izwbU5fiy8hAOtR76ThhHGnfVr6c5X9r//KPgWZCI8HHgM1JV23+lSYZWr/yQv6C6QU4/0Lp54gk6Jy9+8iuWM4D+DQg3C4ySB0Sxv1aucPumibS4CxmuHzIwDlKAJQhg04Rw9+dsDxO4DUgHFYbgIYHQtoTeCCk+xEYMmivMndlg4cJYVoRi1VS5yAzapFYcZADQsyYL9I1lyViGBLSGjGMySzSnKiu0jOBdBAKAC0BPEp4cAQGLUVJgyFKIWVrWKI0iWycWm/CqmG3CctrxuGPhPkt4/AnwvxWbjE8iAXr8haFHw2cvyHEs2w9K4VDrRvrrvV09wEH/GTRAL1ue9rOUZBVvocVSHuY7mlYizIGVUt19rSMXMGD5b11H9T/t6ghdftWOgEHQlIwNHFjYaFSZrlGwLVavXXbvnXUcnSNpnzl2euEq05vStVQINFNmL0UloEP77hEOpviKplclk26JWIi0AJJz4HN7r5d+zbcTvdvWDccBJtylOu5/X5V1u57z/lWuUHAU3y4yZ/8AsT1AX2GAkJcfVscYLssQN0J8W0hvwOphNbW9jXVg626+V0bBT5fmMs5ADwBiwYOsgLDwFUehI7Vyw7WxQrVz26B5Be/TTJQSu2xDuw29B+4dtagLIXusMmBds9ka1entwBvlc/K42gfffL9uL+X9hmjQOjzUWdqR29Qh2ylbYSFzEkvKd83tP3tynoOpZ2w3d8W2eyemaubWrsBCMB3HOfxgZGKFnja1booaKYMQCkVPl99ZmU+yyMQZgHLlB1oLouEZjciVGm6q/QVY9MfIiH3f0p6Ac4/cSLasOD+rPdr5i+zbMcxI3FCPg9AZHH4Y0IEN4BZzycCpv2CPK1Y7ncAA/s3F6REWE4j8Lq4qGcChoy8BNCQwQRcvsnIk4Ta5sDAKkFVRH2jOA6SfKZFHAHjkBBjAhAKJYNABMQxYVmi1YszIWcCMyGtsdI7mMBLAE0ZfIpgKlJ0DKGSkHzSTIizVJiSDIApAvyKsftOJOrmV4zxQSY49cLWLcL5jWz1Xt6JlTosYp3efU+N576AVgALIy4SQGU8yhbvcBGLs5wIG3hzuUbvp6DUg1UPDkTSqJxb+pj34Abkcx0IQ6GO2CRdONLzXbEy+snbJQtGklEBV+9sF6pFkgMQdItSy5adqoXSIZy6AyByY5p0kqoOag6UaDAKBbuuTL7MzTvhLNM+UAcVINK8n5qNgklyv6EDov42akF3DnCh0B5sYerAc2t5dnxPn6V7/jrJPml5birctk9f7itFCtIJvoLdam1WLjTb/bYAO1Nd/Bi9yKz6nW5yeQ7K8SQW7r1xSzVCXKzgamtxYIDNgSrfdltJf/YSZPpJWraJMJy4OgX6BVWfd9eWlie7e/ljDohfF6otq6cz6K5S7mTs+neWMrZ1gDtQrmVoKA7lPG0HK0O+vofVqbzPNuZ044gC0maxqucH2ZFLOwL5cOkambBzWLU2cmXjEdeguZSxb0tb2JayhnMth5Y17cgWqw19RiU9ldpR1Ge0zdpdMRSdc3sJrf45QhSo3DO4ahugeU4v6etPL8D5Z0g/F3h+Kk8dy1OSNzrnUKIBMkKRmYsx24SuVAkACCEjpYCcgRgZaYmgk4Spno+3MkC8nTEdFsSYMb4/4nS/F6rGGkAxI79ZxTFjn4u2MgQwjxlh4JbPTcJXzusA3gHjWEJ/54CcCWkN4jAYMjiLg+N6Hsv12hBk3GY+Bxl0AosTYYAA5jEDjwNolYExHzLig4x88VwG6QFFKaNquWoY3/VWgIWGbAUBx39gDCfCze/JdJ3NyjIAl/cStSwvjOHMmF8VZ6wsUd/WPTWTACBWDuO+UbV614eLCoqKRUaBtuc563az3I/leOLKY+4dvgCz6np1DhCq1a9Y9816qOA+UZWw0wnPH2c0YFa0kR2IdJECtS3CwsIjpE4eqlghqzd/qc+WkoebZKtmtKN3lPJWZFvbVsrZfm+iAz5lbLEobbA2pw0rr+ZjutcdaPJAkTKare+tTys/roFOc9wDj9r92io0oF4+01gWBHYAV2XWoCDEhaqzViu1L5cE15HFpHJbtXzxrFEr0Sxc2NWvL8cm8OjO7+tmoZfHtq3BIuMo7x41C8bQ70Bo2YJbNJQ2a2kYtb+1fdKBTZenPnNbOLoFjqcWPKXBrO+LZalKDd2iulkIdGWvwJVa66prJ6unX7T48awcD/193LiwHqpviaocNdZrautptIkR4IGv7s+8fb4usrT5SHfmGAgXmIqLSJbW6+NcolUmDYpV62k0EM2f6mfdTSKst6LG5BeU4FL+jZ2Xq7bWU7YWyX+rxC9ydD69AOefIf1nQbO3APf5fClPsRoTUgE7w5iso8eimazzuIJmzTcERkri5BUiY71JoPsBecqgmwQQMJ9HK9ewW7GcB3HSIwiIjYwwJeRzBCaxLschi5OilrGUJwdxAlznATlF7A9zrXtxFuRCYgtDLpEPCUgB9DDUie/dLEFdiIFLrCN2ZPA5yoCZgfX9CqyE9W3C8FFmkbAQ5tdC2xg/ASAZKOO50AdOxeERQu+YPhFwK6obyyvC8CgDYtrLNeuhTAw3cu16AwxHuX564DrxODpGWIHlRhsHdaB1oFId15DFAXG5KZNpgIW7NqDbD7SESmMI1Zqn4XQbi25JuTRjHgVsmM5oWZRQqhMID5DFCtDwCXXb1SgpuVowqzOgdkABKg1lQLdWi/MZFMTbAoJdiOYCoD0YLYsQdcryWrGNZVDL7cq+lZqJsZuoe4twnxrajQH3Z873i6RnLFOUBTBRLs6nLtKfL3djtdauUxRXvBPV1iLC18t4tx23WSkbfvteKTbKLyYG5lcFiLs6hVnAt/ZLy9cvqsg9Iy2Xa4fnki//um/r5bWOQdUxVvIvNCsGektmD+zsPrY4cUFLXEcLvg/6Doj67vh+YnV3n4CjbjSduLZbkz/acurz37KCN9eW8QX9M/D5uHHM5+FpXPabjmkrgKGeZ/cjpV/IPTet8/oOhvYca59+Ueevg9yXUrEiF2tyvBSL/r6A6lx3wlRatLHMu76jFI2rsvacJR2fQ1umPm2NIS849etNL8D5Z0hP6S8/xXPWYwqO/zPAm5mQUnGYWwJwuyIEIZgSidJGiPmK17yuAaGEw17mAoa9tNv9ALxagfsB/GrF7nYGM7C/mzGOK86nCRgThjFhXSKGVwnrHBEiI8RcLN11FGEutK9MJWKglCUEsXgzQ6TmWIB8XiPyEoBLRHwMIhtXBtj1NIAOK8LAGG5n5EKyzTkgJQLdLlinAVhJLAAF/AmvrmhqLsD8Rpz4ZLAUJ0BRx5AJdLyXz+FISDeM5bUAN1oBHivVYHiQATjvZNBTeaPT+4DhXMBzrAO0OM2UbXudXAon2MpaQCRlCeNtE2WuW4mNRmuhOvQRx0IqC5KSZ3YTn1lnStsoGE4T3IwNK6NOKvo7ZVRJOS2/AwIci+NVqgBLLXvSJiXaW3IUEtVZZSrzOFd5ss6KbslN2PaT48xWmke5tzl6tdECm212B2R7K5tZmbvXWsGNgnSxppMd60HIFTjbSB7IqsOpJgMdLs8GODig1NzbzHHX9W2oEFwCX3hQ3+UlW+5S5+wUXPJAWF7RVRn1WZqlObfHmzK4sOdN2PofQrn0eXZWQi2HvUNRbAB+x2cLDGobNGVgVLDc3VPPz9M10GoWCHqJ1zFWwFV2IcLaNZJ7vtZGDvTq761FHLZIyKXMXt+9d9ZsFn9Uy22LMa2HtoeCZLeTBq4Ld3Z0HL8ovapT+RT1Hb4ul19Qpes8mjZY3XjJOv7WnY54KeM1AfMrd233HjV0Dv/dlTcU0SoxxnCRbOXN8enXkmRK+pUW/mdIL8D5F0rPOQfqsf9KiO6cRZWCIgMhIT0O4JsVcahUiDhcz9AKqhVgp8+TvOgBuPn3AcsrRp5HpBuhYVxOo1iSibEuOwG4WTxuAwnwHXdKA6lKGL0j4zgmECXkTDgddxin1egkzCRazkzIcwQ9RIRLKA4mjPFeIhgiMDgF0LgiFV41RZYoiccIvgRRATkkcXrMhHBfASJBBvHpk5RxhdAzxkeYt/38FqAFyLsa7CDMEkb15k8iVQfIBDGc2UDD+Aikgwv/G8TyfHqviBVglrDJw7lYnsnxmCFOfMPRbe/p43OWMHOo8YECSBrZLDsMs3YpKPeTrAAcGK2Ei5KIB9N+y9W2c6mWy4J1kCsH6kQlE2/Rs9ZqdA5WKm3nw343wFIn4EE0gJuJiLtPm1xZ0BC1lA07hvp/pYFcg8L+lfzSNqq0M9v94qIN4sqI/v8K5mtGMMAHlAVd4urguQE6ni2Tv114ph4OnHpKTWOFM/BEFQBpnwpkNCQDTB4oxgoQmdDwQO23cg/A3Vct8U/V87mhk2qWVP5RMGXa1RFYR2A8lv7J8m5tOXT6XZ7GEu8l20q9klOk2NKh7hdh9t7oNb7demu3L5cHeHR9ji2ivIWZXF27xQi5Ovi6N+AZ19dZuOr+eSioJtf1vaW960eyuOKaH9y5fRmX+ltjzed6Dgdg/MyY3zh6UAH18SyGDwSXp18QlPbTKgVTCeG6YNBbO4OHyaNupF+TVfmFqlHTC3D+CtN/hiNtwDyTKElMrXV5GNfOGbDeI6UAXgN4JYRTQL5NYCKRVQtCPUi39V45E/ISMd0sWE4jKAqdIkwJOYUy/7M59UlqZ+hk1mE5Pl8GTLsVw5CQMxBCWUCcA+IpiJVtJuMoEkMAEYD1OGB6NWN93AGJEI4FZEeA5gDsklmd1RFleCCstyzR/Sa1OJT22MuAFi8CmuNFJOou71CsExJt8PyeMd2TWH+LnFdYxOK83shADBSljjNjviVTGAgX4XsOJzaHqXiu/DoAprNbLaZuoKUO+HAJ4TpUwBscP09TY8kJ9ZjPRx0ezfLtAGp2nED1PhewTCAXDMXuBZgV2tMDvKXN6tEBNJv4S1+g0nbybNUC6tCFA8S9moQA9rKwsca4bh+gvbdPXjnDojj6fFy+5NqtoQbo/bYAq5e5c89Gk/HXUcKFU9XnbugWrt1sB6P5vepgc7nGgjJkmNKLB8oe0FnZ3fazgmWQLALTvou0uAHinqSsONAOVP6+WZyBhhryZB59cs/bmstoQQUgd34AYWWxynaces/p730E7F4eDHaLDW+9zw5k2gKE6z1sLHtqZ4Lqn7ZvHusz9hbnhtqkRXLUid6SrIuVps92CyoF+OZQV/o7pbqjYJb+AkhVBagP927ln2Aax03f8W1a6gamhovsDQb6Lhr4dzt3YZZnngf5f37dOaf240NpHFY1J2rPTQMjgIAgYD8wScTd3XZHv7a08zMHX9LXlF6A80+UekNRHwSsl4v7KZMAVAGrcUpYTwPiQUCoqlX4cxS0MkMUMy5RwN8cJBDIOthgQwzM3yaE2wUUgHSOGG5n3Nxe8PD9jQ0mh5uL5FuszpyD0D6sPaQBQv+bjejAfB6whEF0mlPA+nHCcB9Fcm3HWG8Yw1E0lvOOES4B4OL4FzOG74dmAKWFwCMj7WIzyHkwGi/yud5I/vFMWA/yW/ggUnU6cS+v6wykDjk5ArwTX5Ppo4Du8VHulSaRO0IWNQvPe1zuirZsKYtyq4eTglJGnIHzO6GE2OSnjialjqp5m92bLAoBUtd1R1bvPvkJWeXiqOTrt3MbRxoNPR2qAdye5yC7DzYpe6uQB/HFwmNWRGfVaXR+3cSVNT/jkJZriBq5MwEiRcHDHroWEAiz09XtogxeKVKUCdrrS+v9NfT5leVLb1moNh6w9m3fp2aN6cGugomhlqXPa3MrPrXl8/+zp6kEQqbrZwagOjZ5UFjOY0gbKtCc39ImmN3aird7lf6wZQ0HVbqTDhXtDsb1vbbu+5SlEhDghAUVqDrwB0KjNW5ZqNKFs0J6TWJv8bVFk/5W7qNgWQNwNBQS14ca67K3Evv2c+1gO0rOb6C2A5vzc6Oe01NR3LAMoFms6H39woWpjId+PMntToP6ZPhdLB9FtAHqQUDzkwsjrU+q/TzObnHRg16q4BgQ0J4PDjQXZaPxUcDzcASWQtewXZESG0CjiTbW5gikvdwwj25+G1j8q1272rHnQPPW979xYrxYnH16Ac4/U+qB9I9JPef5y/eSc+NQqA4HUcvY4lULtYKwzrqHSOLYd47ibPeXqSpGFDUKlMAlRIz96wvmy4DHcx0Vh3HF5Vy8KsroH0Khc6yx/K/3h+k3E7E4MxKDlDoBYH6YgCUIMC6DHiWxKixvMzgywt2CfI7Yv7kghIzj9wfszg5AEqoXc2AMbxakD7tqjS2UiOVVxvAYMDwQdicJwT0+SD7zGwmQkvbOclKiFqY9EGfCcIbRHeai67zuC2Ce6uQUUglKUriEQ5HgSnu5xm9dx4UL4BXLxnQsoYkBQJ3zXMhY4uqRP5wlAMl8SxWUeI6jn6C0TzjLlp9o/WTqLdQ+v2bb2SZ/mbDJEL4DPIAtyPRZqMOhWj0bbnahOChP2hY+KulG1fos2sMKCvnKCVHaik1jVqzz1yG6G84zKtWGSj69hdzaqHb/5r6E9jcPQNr7du3oD3I93humelDbcD+91d1bGU1Gr356fWeggJ+iTFItghpkR05U59E0tqC5aYMe6PW/w/VHd068oG7rlx2ORiHiieGxHzYbAO3AswG6suCDsLkwnNn6un8vgNa5lcktAPUZ+Ofh+kdDtdg4ru+dLQC5+k707WT9oAPWDRe5tJH5AVDhMwex5tqicGzzDks91luVLc9Q66ll8ZKaHCtItusKR7uhdjiAblbuoYyxV8Cy5O8WC7qoCyVaK0YYDa2OEzDjgtJEuOw6pp1cH89Ael3HeHUUrIs0rv2PdLznZsclzoQ0OcdmV6cvpq8MJL+kL6cX4PwLp+eCltRzrl+kp4C0coL1/5yCvavVIZAbSy9IHMVwET0gmgN41JFbQ/HKBJFv2NQzuJSDAhcAKXUYxoR5JuQlgFPEsBfN6LxGCaWdZYQJMYFzQGYBgQL2E4Ja+nIQR8BFZoNwoUKBANKdAGaMWQajv+5AA+PMeyAR6GbFestItxnDpygDng7CSwAOAE8ZOAaEBTj/wwq6BOz/FKEKF2knoFm1nMf7Eob7yPj8z1LfsIgVOg/S3uECLK/LJLIWdY0k/GZi2bKmU7l25bqFXSbk8UG0ntXhbrkDwITxCONbK6Ujj6J/a9Ysb4HKQImyblEBbdLvuo2nYDBa8NtY51B/r1/KpFSAf2+FrPctdU7192YLuNxDQayCD/aRvxwQsO16Fu43JbUsswFT1Qruy9+DyBq2G4ZQe/k8i8zYgCG1Nrt29O1Ddqs2ORzQv8IVkLhBQf/tgFFzXTOxa94FICsfd+NZ+joaWC7X+u9AtbYCqLsl7KywBYQtZZG2CZb99+dAhGtDBUNhFqspDwVEaltk93+XfpCtgSq4MedA1AWp7rw0OtOQPpgmIOYKgLcc75pb9Qsp1P6tDrD6jur9r67dWgjo+X4RpdbcApD1XHZA2VvD64W1TGp4UKuxgn6vtd7UAzXfsNZubNrMjvZCub230lQMRMe2rfxCUccLuE8dx4YjTFPf71RxkPF8vantNcwytnsDi1I0LNS2b3NGmQu53tsvwErZlY7RK3HUyrjmbn7/9YDmF4tzTS/A+W+Qrvx/HJj+cfmwBQYBgJwAzkCI4ugXhtTcSwF5jEC8mzGPA/LnEbwTsLlSbPSO17cJGBh8icA+IcaMeR5KGG7YqHY+TnJOYMA5BAJAJjknLwG5KGIQseg1j1Vber1IpEO1bitwWm9ZALPy7C5uxkwEKhxovJ4x/LdHpO/3WN8k0EwlhLHMCrkohaTbjPWQcPifE5ZXVat5fgNTu5hfA9MnmLX48o6Es7YImI5nAPsSYbCAPy7ANxSNaB8cJe2oCZsNFFAP0TWNF8lbnKkIceZiDZH/OQKXN1QGf/kNKBNKN9kogIbyNnUS6Kxb7vFdg2xv2UG9jrJYw9NI1aGn3BPuPhrco9ejbCIv7wAAIABJREFUtknQW8mUQ4na3mr5MjqETuBFl9rAjk2QVM9FAb46wXtg4a2s1B5XCTUOdE3x+FJ6BqD26dl5sg+24hcy7L6z2+b2dVDLcAfoeot6zYuvvjfWaQeUa1vX55f2BTQ3dXji/2dSY0VlefYhAXmi1pr5hXy/NK/31nq/I2GhyJWn31l7zWk2VXqFUi1qVMyuThu/WzkduGLAHNKu6kJPL56uz2v7rUWhzDVv6u/fdY3mOW/IIVpEva4d2QFgzdd2lHSRrguSUBcd7c1xZW3eWnjY0FQoE8tdAc97NIsAYgHNuVimxwdcU2rUP2VX/E4O9YbNwlgXOn0/5LYetBJ44qcB9JfSV4pNGS86zj69AOdfafKg2TjBpwFhl8zKDAggb6zNAC6nEcMk4bfpRhQn1jcJ8TFUtYlCcQABGDP4OCDdFpm4RLKnSaLpvD/MOB53yHMEZ+FUc0YJeMLgJLM8Kz1kzHJvHeCzmHxoIdB5BBMwnAh5xxJUhRg0B4RzKFurBRgFIFyCTK5rQFoC4ueI9DqB92zOgyBImQMw3AesCTj99xnDX0csrxn8IOed/2FFfIgYHyTAR7yg8eCnlbD7VBqxDKRpqBP77oOA3OVW7mVRBalED3xFNWhKAbbroZ6ngDWXe+cB4EiYHjLirCGl2bz//bZnVP4e10/DwdQO+jb89ROYv9atjSyV46qP3GYmwNassQU09wAku8nVgEWsE5inhPTWHQuuoQCcAB7Joq2RUmEytaCxs+A2E10XyMJrPusEr5ZmbAQu8W1uVrEfAPKuM+kma1fexsLl6g84MNgDZmpB3pNgs9Flrv9ruHbDQX7RFyVftTQ/V9cfOtcaiFnE2pyLFGKausXG1qLuR9zHivrEAoaJEJzjZI6yA6dOt6aUoM9FfUG25NDIAeetPsH1vEZHugObDd9fs3BguObv9dBb67BZx3XB5WkvqCAXfVt376DJUsKBWn231WJegLn5Ifj7uDax4COESqtj1259exFAC4SSwUBYi0zopewG7Ou51QcCtvhY7gQ8Lze1rbVM4SJ9Lp6pVXwJDL+70ORfypT9u1EcGrdA8xf76Asu/dWkF+D8E6UtLvGP4yljk7LxdLRAxuU8IpSAIcOYEIeEtMamLEQCnJXSsS4RFBjrnw/g2wQ6R9CrBbwG4DFg+j5guStW3iC0DBoyhpsF07Ti4bubOlsTsM4RD8sBIbKNpOkU6wCbCYgMzFFk7gDjE6bESOsAWgJ4yhhOIjOnoC+9Lt4fi1BJ+DaZygYYQi9ZnEc1E8I/HZH/egAfEugUMX4mzL9ZwccB+z8MWG8Yhz9E5DEiT4wwE+IMrHcMWkrkv4mBk1gyFDxTFjC/3Ip1w/iDBYTtvhdAO5zEYg2CSRzpJDIcGetBlD2mz4z1Rix5yyvC7R8y1j1h3UM4l8XyhQSc3wbEWRwGpwfhO6vcF7Ksb3afMvJIZeuTbGIyB7HOElSaq+UwdiBa6+etWnquOpV5iy0lmMNOnXjQTR5UwezWZMTXANeAP11f39RDATRV63Mmofso/1m2o2se5kxE7r5aqbLY4m7h2Sd7HRRX/5BXvge+XTIw3IFmr66gltqwVHm6WBY1WS2GmrcHWfpTF8yk3rx+b4pGG6D5KWDwI9oAgO386IIYXOhLBZx6EPilxUBThn5MXbu2Lb+Fwtv2NBddSKVdOc+pb/Sesc07ou3X9X2gA1QOJMpOR5lHCKKK4cKyW5RP926bNbr0vUadw9N4tG8qAOT2WZkfhnOKtPIrWNYyu7Y1yoj6ZsxV+92MA0ofGWBKGnUxXRcoVpetPuSfl+MV54ntfY6EuqvnF5AoDuCQ8ThNpZwlII7yo9NOPsVYoW1X1DMyxCnbA3qu9+rb8qr8T6UfQtP4isD0i45zTS/A+WdKPZD+r2g0b6V1LfzkICPEukShPwzXToFeRcOCjryfhV6RAT4OiPdCtZg+A+kALHfCJQ5jxjitSIlwOY9F5q4E05gj7t6fcP/dLdJFRmQ6xapbyQAV2gYHRnwIZeAksRqvRf1gAGiJ5oQByOC2RgbmUNUz/MAZgHAqlJLfzIhDRrofkcco93k3SzTE4wA6B/DEQvsIaplgxItI0g1Hwu47wvJGeMTDWco8fZLJe36bEc9k2saAhOm9vCtg5SzbypQZj7+r1s7hyKbyoBxqtRZ6CxVH4PibIOC7WDzTrlIyQBKNDztq5NQUpALAfCcSfOMxC/guHF7jF6Y6wPdbpGYl7viaDV+4AyFhFc93b82VA9LPGlCuXMcS7EXvY/ftrXWQezHVBVoj+ZVrKG1zVMtcQUGkBhBnMKiAfAMNJQ+7nd8670J0k4Jtp8vctJ//3k2umzxVvr62Wsj9eYzqCNHew+oHwIe5zi4MtuXrQJrUdQMwbwxL3lFNgUIeipwXddc/kcdmcu2i74Iqx1y1X7FCNzQf36/KWLC1pe93UKRxWtBsTmTKx19KJLlUnzMXi7PnAAfnsKhWTUL9zerkF6lbFkh1ZPW8XLerIpJy3TFqLbt2b67tZw61bmGrCy71g9CFZkMZIZfv1qLL1fHqewCWsf7WgHvtK2N9GL7fhdVJtpV2j2cy/WYAZXdRxtF8WwMphUUcotdD2WHp3k+O1YETDKx3on6kUV8lwqurTqMgVOvRjJk9UN5aWPtztt6LL4HmF4z6VacX4Pwzp+cCn/xn8vLAe5jkLWfI72HIFl7b6zX7a8dpNZBNjxF4vSJ8GGWLiYHT3zPWV1lULEr+KdXRLw4ZORF4DYg3q+R5OwtHeQmSD0Gsy6Xq4Syjq4GQANPopIvMGnmXQQOJA18mXP6p0DmOAcOJgAykHJBu1dxWwODAiLuE/NcdxmPAwgR6lUWV4yHK1hsF4AgZfBMkmEkCuNAJ1ttieVgJw4mw+wCcvwXiqYbEHo5UPgUAp718VzAtnthk26GATIrpgOL8J8A7nrnVNy0LAQ4iI7fcBhs0x0eZyDOqI5BZHN0EYRNZBi6vggEr4wwrCHQWLr/96SXHrsBLaetNCx875z+1aCnYytUSlWMBB1lBG1f+s8+ba/8gQgtUnaWJA8DQsOFUQXYAUCzfzaRftnO8RduAUUfd2Exc6CnOoteD52bB0S0cajmeyF4naELDRwVRtWJDzjE6iweubmv/amfBAcAm9Hj/jPtyoMurWJrXmw3Q/Nwk7+vNrq3LmsAc70o0RA0gBMi7FS9iZeUdZKeKO+D6TDKua8bV4sx0qxNb36G1e6gOhAIwq36aYJx6A/Q6k+pv7t2+Alr6HkZ/ABb4x9Og9N303Ha/a6Qpx+pA6yk3fhy4skDrbQqATjuAisPi1TPdBH8VNFs93bOuY03brv7ccCGxHLt7xAuVXQA5pv04jyyREwvAp5XAkS1Mtlqzw1LmBieH59truRXlIUrA7qOM/7rgR6xltufr6E8mN8fl3bTvG+0DXL1jvzYrsyV+cQ706QU4/8LpefoFGrrG1nkaWEQBcQiMdRUljZai4TnEhHUZsdvPOB9llAlDRn67AJ9kdIlnQrwQLt8k8M0KrAEhAEOJyqcpF24zSI6dTxNCzOAUZGt7JzMjZwBzAIYysDGQlwCaxXkCUwZTQGYBUZTECo2VJKy26mLeZND9gHgpVImFsN5mhAshHVgoGYuE4mYA45sL1u/24ETgfUY+EsZHMh1PHUzVmhGPAnbnN4zhMSAPjOPvgJvfU3GGK8B4Ygxl614no/G+tHWSSf/yvkpyeRUI5R+vdxJ4hYix3pJtDcZZBtjHfwwYHgt/OBR1jFC3YBkAeS4iQ8CodpMNIJGLQ5N3yNnAfVIPN9l5GavmAtclbfvcWQDNW71YtdJULd8ENFvcDY2kzkeNlU3vaeoZwSld+OPOkmh1AQCuE6AImteMmYrlWi1/ftLfMiL5MnL76VO76CgI0V3X5+etl/01Wn7YAqE0l1tIyDa7WPI1IErdRq5ycmaB7IDElUUc7XddEOWJWmfU/hqufaah2rjFVGNtT/UalfzTfEK5NhcOe1iuF41EZWsduLI6671CglE9vFVfgulQtb4bSPIDMGwRnEv/UDlJpVaohnhT1x4s24JEVwT63fWBACTvhElteY2u5N9xXbBS2y49eLX2cJ8Gnl1+8YSiROTycmOCp3XlYsmVH7oy+f5F3Fzbvyt5qrrq1hdmWD8Js7TJestXu3QoDqwcZFzXnYscgaHsUnChXijY1r7CJDuKYRH6nO6AWrmcwonutCDUxTeIJS/f3l/Clc+B5icWJi/p60wvwPlvkH4o9/mp8xQsgwk5ASBGiNmOARWAX84jbm4vyCngcp4Qhoz0aUKKjPg5lkGHQScJLMIjI3wakW8SOCslREa+vAbwHBAPCZgD1jVimiQi4e79I+6/v8Hudpbw15mQ1wDaJ5GvywS6XZGPA2jKwDEinIMN5KrkwQXQ5ksAHYo6BjHO3zLu/jVgeCTc/zNsIAyfBqRvM3YfA87/bcb0Lzfg380Y/ziJo9FCiCcgDEKpWO5KIxb+sUjASfjsh/8rYzoHDJ8A3bpdD4TdXwPSjUyYy42A6eFBQminnahm5CKR5kEnB5lcdp8UFBCW17JIUQUPU5FYCziYJAKf8QM9SEOxxpZJ0suicSyLFf3ugdHW//1g7/jEQMnbgzmdSHvLJtrvem9zLmM0Gs1N4BCdvF0+JksXBJxcKT04oN1bdokrt7nhfhbtXbPO+ihjTv6tAXXdfbmECzcJMMVbHWh4CkzDldMnBUjaBzzACInd89igoihA7UKU23MAoJQW255XQNYBnIbS4a2ipT/nkYwXupUoyfukluleVs2szVy5tPp7WLi0gzwLgtQpDyVEOzOQgFAW7V7LWd6Z2veDe5ZK85Cxwi1GIPfyINki6imtiGobyrNjWaQO1LwDrCC6a79mcaG/63e4dtdn5fqNf0dtl25sgbTPy1O2aqal38JRtjywLp+2qAbqzoW2H1c+ub2z5b7GoX5uGnOF6s8Lq+geGw88y1gtajrVapx28rzDRazLBrLdQmE4CbsGqM9PnUp9s+TBWeXLOHD+RnYCJVAJ23k6/gnnmet749r9agzsUktjegY0N232dH5/y8R4sTj79AKcf8L0Y4OWAPjRnGdmiQAYI4O53i8EFk6vDiBlUN8fZjATpt2KdRWwG+4WUaF4A8SbFfTHHcJMSDsZpfPdChpYrJuJLMIfnyPCMSIRQImQ7kektxm73YKHjzcYdgmXDwcpz+2Cm797tDKfPu5B+wQkAhfnQd4x6EwIc40+Nt4HzCVCHx8HoOhL7z4Uy8MB2P01FtkgYL3NGP80YfkfRxz+nxust0LdWH87I/xlAt9lhFvRjd59R4VPLYPa/JYxfSKJRrgvgHYtIbcjcPmGMH4ug3exXuz/Wji1ATi/JxPLRxZ5ujzB5OhUFxoMzKqoQUXr2W+dQh0JGZ7LK8CBZWIoYcDNm16tTWWrVLVtr8T3qYCKfgJXgKT/+wm76agtqLri5Doetfeet2h+SbZcFbxY4BKXT5OHL6eCKS2mV57g9hoqAKa1MEsFGjCU61a4WhiJK2C3a7megyJlWLZ1wGrudEBd2+pqfuyiEPo2BGD9vuVQUvs/a4hfpxaSGAhkQDqH2ia+/gbqsNHGrv1t0aJ9qfSHPJC9D3YtKiiJ53q/sBbVnW5xRsUBSxceQK2vWJpL9EfXBEyiXW5cYQJUqiztyXZSaGWLhGftAndNrP0t5Lrw6oddW3wokENd/DUgxtMYGBXsa9Aca59CyRqooXt44CzcfOmDXBx79R1udpXcs2veX61LBJCsu9d34wlNcNu10Gub903+152DMEuZUAJiaX/tF2jyMGv+Vy+Cb7MIJPWDIRjtQp341KgwfZaxUhMPEtZax+KQypidiiPpAttRtHom2V1UMDz9lRBWxnJHOH8roJgyWZ1k9wOm9WyLzVDPfS5tTuc/1NK8CZp/IOD+BdILcK7pBTj/RKmnSQA/HhTLtWjoGj5fZkLOZFblnAkxconQFxCKhnII7CIHAvNFHnNmkZILkcGZQYcV6X7EsBDywIWXXGd/Zgh4XgEuQUnyISN+GAXEvmascxSry0pIn3fAwKAlIL7JOP75FhgY46sLsAbkC0C3K/hhQDwGhIWw3mXEk4DneBHrb77JosQxyL3WG8bhz4TLO+DwZ0aaCUsirDcykK2vMsb/9wAmYHmbcPi/b3D6xxU8MMJFqBrn3yQs3ybs/33C/FZ0k+MFmF9L+O7dh2DUDHUAmneMUEJWjw+E4SS6y16izsDYKBrHHCX6oFrC8gicb4ts0lmuiXOdgDTYynAELm9F4SNeyoSahPOZyiRMOsEpCHOWMeMQe8zlvMztOgeMGguSB32aPxwA2wLehGYiNSueAyZm0eV6XCfuq61lVODngWRjaTMg4K3LZL8ph1rP1yhmNgFquGStdxALf0+jsDbs2wI1jy0u87Ov/A84z7ezLgQajnbJp6lH0y4wQMLUgma/5d/vVmg23jqZhxp+3reHUie86omCV+WbWlnK+cNZ9L89t70GoinPq/QdBcteB9wWSyS8Z+zknQqMCj7Ls8jFWVQXa1fPlStw3LIGX22/d/1TyxNm7t6Z6w4U1VHPFjJaD2pAvll34caGudWDtzKUd99bgv2Cx1UTfjFnu1udDno/pniKitIyqGsH8S/5Qn939bbvvT72AlAWq69/3nEuYa/LNRy3AWSaGPMbsrIaqF7h3lcFxIT5jbw702f1TxHKny+f7BQWQN2MfbQ5TjzZBl+yMm+B5ibfrwc0v6Q2vQDnnzj9VAB6K6nDX1oD4pAxTQkphcJ5hgFlvd+6RIzTit1+ESm6NWDlAWkJGHYr1j/dgN4sIETc/IFw/9/ZbUOy6TFTZFAUU2Y+DkivV5Gxmwm8TlgCg5jKVp84+I3TinU+gPcL0h9vQLFYGz9P4Ncr6CGK1egk5Nd4hlErUKTwkAjp/QKcIua3EdP3hPWGcHlXnEQULEYJjb3ugd2fRW3k9t8GLHeinBEvwOH3EaffAed/XHD4t9Fk5oZH4PRbFtk4LsFNJnEgGe/FQr37Xiwf675yJdXBL14q+H38R8L0URQwxiMQTjIZKphY9zCJLQUdStfQrcWwlDoN5TmS/Lb7lHF+H2yLsVqV3Jztu5kHRDpJerBknXQD/G1xMEude6tItWJRBWxqSXMrwIY76pI6U3orJWeYsUxBRb3Al1sL4b6TA9JKdQiwLfUAbgCHtY9fdDjg79tT6lmBi0iEQRwSWSfYAnI3Jtin6uGthF7JRIBPqQtqxEkDQ90z0B0Msa5T85undnhKiVEotG4KmmOV7PI0C8r1z/jqgzzrpCoQWoWOV2tUG9cOhGrx9yDVq8A0bajgr0QVzJHg+z27/to8576/ehqQLcy47Ut9yhBDggPb/pm0BXVl6t4LdUBjkh0u78TW70JxLPQs5xC5uRBwi+Ge6uHz7XerqDvf91vrH139bDGu7eGpYITrAm61TSlzKMpKzY6Llk3palqeImcHt7NFDEz3Mj7nCeDAVQGJgLyTqH7Tx1AiujKGRxKljbKoM1aRviNRK1Lrwt3zfJam8mMAc/9d++lXBppfAqC06QU4/0qSUjTEqqy0jIBhqNH3vHY0EUCBscwDDocZSwq4fN4BcwAxYZmjgMCHAWEWWZ7pE+E8BfDeOfjp/bNYqjEWGgUlxE8DODKGEs1vfZXBA2N4PeP0sAPvMnCJyFMGMWH4fhBVjEtAOmQc/hCRdsDyKiMshLwTvtpFA6+oE2QiLHeMtGMc/hxAiZAjIw+M4XdH8L/c2kC4HoCpDJoqZr8egDwwbv9XRB5k1F3uYIFUKAHLK0Y8ES7vhb88Pspgvh6Ay1txYpk+kQFdVehAsXBoVCqVPlIrHMY6Oa13QFCgPcBN4uWzjEvZXQOUwX2qk65uiXoFDKUimNXGATPbFle5Jk1+wuu2gqvFuM4DV1QOO0faOagqgQdGXdAQc9IqE29rRa2TtHJ+e2ugAvCef9xwNwGzNDfScswWphu5NpHKfHnrLpx1XG/fzBu+XErf0PYCXWMHdvnr9V+YhxpAjBbcNxO5tybbNaU8oOZeTVAU165XeQ1F03zUtkMHoNnAoP2mfVYB9irlaN6HDaBmddX8fX5uYeHrIRbpIh9XymMLpj5QzQZQ8Rz2692XCqabPq9WWLVwR7Q8bBQwrBKJrk09raLZqQitQ23PBDDAu7Xo0Ufrnnso7WeLXx1bSrlzU4e2bE1bECz6KK11bOtBXg8o7R9iPImzFDTPZAFlTJ0HqHSzobaZltnUS0ie/XiiEnFVrg8lUBS7wFQgAc+776UzpYOeuxE0BVJfj4zU6HC1QNhKPwFofklff3oBzr9A6ukWW8f9772xI6Xg5nShYqQ1IiMjZ8I4JKQcMMRkY975ImaMdYn4fLrF3bsjDm/POH3eA48RGASFxQeJFqjc3DCTyM8FqsCZCQiMdImilEEMuoSyvchYdwyshHAmxEvATCNon3D49ojz4wReAuhhQN4xhoeANInF+PhPK+JjBDEwv8nimHgKiB9GpG9niSgXM/BuFkv3Hni4y8CUAQZu351w/N+vgLsM4oC0L4N1aUulKoQVGB4JD/+84u5fBsyvxRJNZ6FVTB+Fy3z8R7bw2wjA8jpj/8eI+V3G4U8Bw1EcltSZZvqEuu3N4uQ0/30BkQlYdtVqN94XrvQArM4CqJOEt2B4KyyxBEihz7BJJJMLMe0sRzaZOrCrx41SgQ4MOKtUP4maBbfk03Oi63kwVYeGakBkEltKaVFA5CduvaaxaPflNCAlwKSxZhcQpJZg02zdCTUgFEczZrL/ZbJ2ZQvyj7SptG+OCsRgEQ+1nQz8dDJnm3SPXF7eLqS2Wa9R276x8LtFjOEab+lyIEd/04UTB5g1VoG38Tj1eavUWQcK0qgPvdAiUO/jn73yp4lhmsNhKTtLma8tiXBt1y3Urj7J/aTrGvcMNFmIbEJD39HrrE9re9kxbTB/P9o811JpMwngRBbSWqKBklG2wkKtjJyrV/+OmJSa0w327a1R6Qw8OqWHpq+Veiow9o69fifC0xn84qLhdqtWtaeCuXP8As52r6wd+xWju4frt+qr4Z0R9VPvE+Yy3kVgmKVNUwlnLQYKea8sqmOu7ZMmGPcZWd7ryzuWZ0MAAmO9Rdl1LJJ4Ok52kn/SXry9qnkq+cVY1w5X35s24uvjX0n6qXbO//+QXoDzL5yuQfLzK1QBzDKKEjHWJSIO2QKfxJgRQ0bKAcsaEWPGskahcMwRYcxIM3A67rA/zOKcd7cKT3mRcihwTnvRUwaJCgZ0ricZNOJ+ReIBYUrIQ0QqMxoPWSaSQIgnAjJhmBLOf7xFeH9BmBLWgcFnQYMcWYynj1E40w8B+TaDVkJ6lYSmwQQ6RaEqDlnUOYiRl4jxINSTx0970MCIjwKa857BxOAYsN6KhWG9Y/AAnP+OcfOvg/EnL+8lqMl4L9xl9e5OO2B9k7D/44Dbf4uY3wj3O01AHKmhPOSdTpoCMNJO2kODnSi3bv8dQIkRZ4k8aM/Wbc1rL8gjMH3iotQhBygx5tdqXioDei5OorNYzdNIBia9JWnL+aeRp2PHraS6fU1F6ulqAij9xUuLCajpTiQBUdVSXMvuwaF+Wn4OOBjY9snfxib0CnAL7gVQeI4RoujiHK4MSPjJmppmkiA9Cjo3JrnG8lsoSiU8p5VHyyQnyiS/7aCn5ecKTNy9bBu+bwffHgp6Ysfv9OeRu6/vE97xj6QcosZQ+5O0s+tbDjg19URdRGnbNsUu9zQrdP/cS1ntORCavvMsAEH7rMzq24N+9x5p//cyemBHyXJ9ZD3UtvJJIwtqeZJ3kl0UTMMW8ZW6UdvB160+h5qPOkPmSQBlT62SsPNtfyVtyyv6j7tOn1+hRSjw9gsOv5PhF+K+rD2m2vzuFwVMjdGgXzBwcNH91va5GI+egPXAGB+Eszy/RSOXGM+AOJSK1OhS/FlYqS+l3mnPzaIeZYz3/ht9P/4iHeWH/LYFmJ+67itIL5EDa3oBzr9wei6Edn9cw2T731R2bigRAoeQsaSIEDLGyJhXCW6SzuISHEJGChEhJlzOI+LtgvRpsqh9ecfIJCt53pVQ20sAIoMmhobdzueAHALoKFJzYb8i30G0mwcZbXgE5sJPTqsA5PRpQl4J4f0MHjL4QCXqYMD4/QCcCelGrM3xMSBcItY3CZhFfghzAK+EcIyIvz1ifyNa1ONuRfqww/gxYH4vIzBlAjEh7YXnJtuMhMvfrRgeIoYzML8Cxs/SnnkCTv+QcfP7IJ//EXD5lnH7vwZc3jOm7wnTJ8J6CyyvGfvvxLJmW4gkk+n+O/HSXm7FqWR8kO3DHBlUaATjETgXNQ3bmnUTtYIEJpG385QD5UBfAeDFTWjlmAI5PU9VJIxMQKi60Op8pv9DJ45r67GCLY38Z33UeMVSAbMEswPYrnxmJSc3P/g5YwNwNXNUb8VhOIdEugIU4EqfkXYkAxfMTpKMREXB1B0UDGwBeFcXc8oq9dfjvUqGB0fN1n23vWSWYLRt5y18/tx63LW9AykN8Hf9TNvHc709ULdFmH8OqX7aln/i6iypYdd9nrjO31tC+7r7RZWV070vdq4Bt1rvpg22UmjbLI8dFaWULcwwzWhVwLkCTl15fB18UpCnn15VRP0svCU3O9Dd56XvbdoVbXi3ELh61/z1fqEb2nsoBYao+93l42llWwutTQrDU5+MRnbR8+s9z50YopIRgfGecf6m7GhcCEyMpI6JbjctnsoipgTXsiirXBy25zLo5AqWKcnNuAR+0fdZNLNrhMK2XX4gyPVj59YxfAEwv+DUrza9AOefMG0tTK/O6SzOzx2vnyhKGaKeEaNYngHgQgOGIYniBmQAXE4jhv2KnAjLaQRWUd+4/HUnvN6lbGHPAjJO/iwSAAAgAElEQVRBEEuzlmEh0CWUYCelPIHBiUABCPcRfArAIYOmXKmbAWAWGkd+HKvlOBHyxwlMRWR+J6hsvcmYvo9YYgYPCet7BjIhnIOBEX67iGXwMWL5vEM6rMhzxGWOuPmPiLwDMGXQwMDDgPFjqIM7ywA5fYhIe8bxN8D0mRod2HiSQZUnRkhC21juGKFQNnYfgfM33Ijy26Q9wAIBVAsGYX7NlRcXGfNbMs4nygQakjxXb9VRrl8e62QQ1iJll6p3vbeEKBBUZym1UNdJr/QhDeCgICOg8k8dL7ahDliHqP/qNrz+rwBHed9QrmKAWHrBFSgpPYNQg6d0ybZcHeBTQNVEvnPluc4EBkTMAhUqGGrq1IO3njKBWh47feMlb+gUnjsKVwarjz+5LbMHs1sOSI2Fb6PqxmHeKJ//1HL6+/ffvWXRL2jqM5L+Ei9eb/q67Pa/A3oNDUUXJ00b1WuBtiztoqqLhggfhh0NZSFHVFqabwctmj6DwfXTWRsWRs3pVXV+cPLvUVcOv2B69rrymaYaWMnOKaCwKSO3xxvePHXXlnr68jSguOTZPFdH/6houC23Xyjae2VceTeeunvtPjLWG8L4mUGrGCfO31B9PqYYJJNPHsVPJyz6jpLVxb8TQt8oi8IMC3zCTh5P6Bp1nBSahqufb/Ot/3/AOV+0MH9loJkZL86BLr0A558o+bHipwLPes4wZIQSSuuwzzhfRmQWbeL9tCDluuc2Xwa8ev+IZRlwvkygIYMvgxgWyyAx3geksmXFERLm2k1q46cAHoGsjhPEQCLQMoCnLBPVKL8xgoDqApboEsCBCw2EQAtZOG9iwvAYMP1HxOVdGbySgFYxexMoE/I+A2NGuB/E2rxPMj6eInjKCJ8GgMRaHFYI2B4Twn0QYf29AF/j6hFw+HOQyeYiihnhIpXd/0Vk7sIxWNSqMIvU3XAUi1N6lcEnwvIqyHG1cJyBfCfAFgEl6hbL/wBikfnLI7DcEQZ1tiKALpBoV2XyCUXrFlmku9TyHGfRcVZuNcrkrZZUsABy4ZgKTcBCXBcAZlEAFcwWsBESt6oEvRXU5eE7uoW3dr/pvb38HBUJtZ67fAWadcLvFhI+ycR8/c544OQt5M285K2Yrk4is1V52OZgFgCNMOhei7a83mLWnWBAILbfpYwV5Pm2vXJoQwWouWtr3npeJBZz7/hnABwCbtddF8K7K++V9bncq3leukiCu8ZRjp5aVNQv2wuCJuUKonsqgEU/fCb1Un1clG0s0l2X1EGt2a3Rv2KBNOCl7xTa57qd8RPlK7+n0eX5bIUqQPVtkSaRuGyoFPosU2tNZ99vlKZEMBqHRiW0vPrFQQe84erPGnSrA8w69thvvr/r4tiPaQRTzpjfEHbfSTRWBddGYcoyl2hm6w2LnOm5/J9qsCJdtHLghnuuxhWpqwJjWEjtZidvK/V1fe4cl54EzC+Y9FeVXoDzz5DMgoEvg+itlDOZQoYmZkIgxryIhXm/WxCLVjMDiCQ0jbvbMx4e90hrwO52xuVhBxBw+XDA8DkaYBapo+steVqFisBAidpXQCEJfxhLAVqJbLCRABEEmgX4oqzSRZ+T5HCU2SYdGJcolt6wiprF+DFgeSMAngvHmgjiLLiTWTu9WxGmBP40CbAGMLydZW5LhJwI6V1C/MMAJqGgSNRAEo3k90KhWPdilVjvZLBcb6QMuw8COtaDlH3/ncjYHX/LGMpC4/wN4+YPct74IBYjBSoqe6SWx3AhDI/SG+bXjOVVS/GIs0QUvLytwv/DkbHcEk7fShsOR2D4KKDbtmfVg5/JgkfoAki2HUt/cZZTD+4sRDC7TyjwpHreWkJ/uwnCrEtO45VtsqN2295zpdG+EJ7bDdRJ1PfF3vJqLxYEIDYSZ6htYhO/u/YKaJa8dELOPnogSht5nncHFBud9R6IduDGA0RvLdfQzf2iZYue4evuLXfCU3fPSI/b/aQuvQW7B66Ndd9xbcHCQW7O3XBmvdIFd/UOa0tN8o5lvj80dfRWT6W3eDUS1P7VWEtdCqu0b56K85gGs3DPxy8UPDBWJzNiAMWyGS+ub3b9v0nd92cXCL6P9ICSrtulB+ocReKysTwDFbBqXb2l3r+DZWHQ72L0u00eOF/Vy3cq30f78vr32OUbyk5cc49SpvO3VOufUZQyGMOZsNyy1YGSOP4d/kyIF7IAJn4HJZRw2lf+H7oocvW+4pu7Z+DL/+x3dCD5R1z3taYX58CaXoDzz5S+1MW+ZHUehoR5HjCOqVqfiXHYzZjXASkHpBwwDSvGkLGmCCLg0+cb8BoQp4TLpz3izYpcLAJrBqYPsUQJZAGg3WBMSY7124bEwi0zgJ0IPOYKnDMEPCcgHgPW17nd/iJGPEbwyMiTcKlpIXBgLK9ZgDgArCQ6pwDC6xl5DYi7hNu3J5weJ7Fu7DIocEtrWQOmv0TkiUv4aplUVct5OJaogHcyoQ4PAmTP3wqgBoD1FkAW/WZKwodOB8b4KZgFQ2kUIqQvA3HaC9hWYBCWAoZJgPlwKmFd1eJVJt80EvbfMR5/SxgfqiORPpPbP2QsN4TxQWa86Z5xeUOgBUAEUqx8XZW4A2BWM2KY/qvdt4At5QVvdlYSwBEvLDJ4bnL1YI/RgVrtG8V6SqjWm5BgAMtboJVOoee1QNPdktFM8JU6ISepLNkVWHDJ5O7cxO5lsKw8TwB+24nW8x3Yee6F7+klnlddf5T8fN20jO3FPuPrPDxnFBAqT1zYwKBGpwNgz2NrGOrLAbTP+goS+H7gDioo0XOuKCbPtZv1C6p1tXaipuzElYqjiwqNethQV7r+1Wzj6yLIL350QRfqcVN7GPBk+Z8c2rd+794txvUC5qk2k3qWoEoK6rWvbrR1SxmqeQBorMP9om3Tuu5Ac7+r0NfJH9P3PGh/8EC1WIF1t09pJ1xoLWGVOSMk54RJUpb1lrD/CzC/Lj+v7T1t3NH7FTAuZejed8As6W2dn/hfb/UUWH7mGf460ouOs09f2mx6SX+DFGPG+Tya5fl8mkDE+PzhFg+Pe8xzxLKIcsZlGTAWh8EQMvIcQTFjPQ0SQOQchUqRCeEiahOiuSuOdO0sDfDIQp2ILGBQDylo1oEnowYqcU4WyEKVoKWlaagVOh+SAe+8Y6SbAt4DFwBOInnHwDCJa3sIGesaMEwJdLti2K8YdqvI9DmJoPUVmwUhj1ytVSovNAC77wnTPeH8m4z1RkB8mOW89SBydHms0nHIRaM5AMNR7mWqFJGlrgWMTR/FEjqcqid4HoTyMRxrM1Mu1uVXwOPvCLvv5ff5lUz042cZ5Nc9YThL/tNnLhMHI+0l2l1QDdSijxvn6h2uIEr4niiOW/I8vTOVKQ90g3pYBDR7PrUpADiwYhOCtwAzWosy1+Nq6el5jd662AB9BctaDnbUAW5/99fr7wp+pO1cV494GhjaSRtl6UBz/3mVx1NA6Ynkub/9n/5un1TbG7huc/1LI2HdUavD203kzQLIPb/mWbvj9n8PzrZwg+uTV0DO9a+r+ilAVuugexYNuNP/y87Luhfqku0IXRWo/vnj2gc9J9uoGWQYsYxfAlbDIv3xSboFYbudut/03grG1R9gU1XGf1W/AbdDo+3gQ2T3Fmz7PdbPRlkkuHwaC3TtWEqBMPAL2HP2vOar8mv/Ku0IHR9KG4ZFjBHE1VAhuwZyrzy03SxHYHgMWG8Y85vifFgAd7wIPYMHlmiAPU2MS746R+in72tbz9YvXspubCMl1z/zru++pF93erE4/4zJGas205bVmYgxhIycA0LIOD7s8Or1CY+PMpJMu9UoHEPI2I3yfYgJl2XE4fVZnPp2ghLm4wQ+Dhg+irU3nmT0l8hcjKEEMeFYQLMGHyn38Nt8VEAqRxZKBVAGeTJAnXeikEFZHC7SyHVyGBmYMngN8jsDGBm8AigKHmCI0PEq2tXjYQERLNBLjKJdDcBCkFMAcAkIs1iWL4eMDMKQBSgzyQA8nCTwSViAm98HXN6KtZkH8cg+/JlMAml5zVjeJNz+21ABWmSMj0KdoCR5n34jgVnGe+HYDY+EyzdAKPSLsIjaxlC2e1eldkTC7iPj/L7qPl/eit5zSALWz+8JN38GHn9LePM/EygDy6uI8UHAs/Uz5cJGB3T1mON7eiqGBnMwq26AWGjKJJsdoLZIhbHe6wpAaYcv86rfKs6REAvQ94DEeIvuegNIynn2AAn1e6VquHJwm1c/aTUgMNe62/GmKtWx0XaivQIAujJoBi6jJ7d5GWgi1wFuMdOCsB5Ib026Cp572kZvIHr6+q7drk5wv5e25wgLjLFZx6auT+QJB0xLXyB3XJ6T0H/8jkNDL9PbxCoLxwRzIOvv91Q5tKxADXOtQXS0nL7/aHPoApkU0HlL8RZo7NIW1UMpBNTf+7k21nezvGPKb9ZdLNJ7hVK3jp5A3vr6RNk4+DD3XZndu3RVJ7cAuaJxqBFG66Htx9VHxRYTicwgMj4SLjs2pz3NL4+olvcArHuZV8IlVIDs7mUUMbeAa+hMz44nW6vE659+FFDu+VRfEch+oWrU9GJx/hnTj+1mXpLu1e1ZaBqJMC8D3r99wLtvHnB6nBCIkVLA8TzhOI+4P+2RC21jPy0SHCUTLg870MfRVDSQhfObR6EgUBbnNbkpEO9DAcBct7MCm2VZrAsF4DaTFtc/76Uc5B60kKhpZABLAN+sMoiNLIFYCginMcvfvmo5h5jBWcKFK+87xowYM9IaLNAbRqGGrIWakadCAUEdHJc7AaRpJ4PxcCKERbjIpmRB4mCy3kq0Q+U6jg8kjoJ7oV2IyoWEb9UQrprH+Blm0aQEizCYi6IGJbEcL3dk39MO2H1AiULIGB4Zt3/I4AC8+t8ZeSR8/OeI/YeMw4csGsnOM92eR2e9q7zkwl1XK5I7pucqlcS88oG63dmlsLDxSKUM1dqSozgJqrOgHrOtbTdhW9/3AMvPR36ypaKMQHVyNMuZp5Nonmqxc6BXpabMWdLTQzYmfC3bl9Q42sq4LFSKrvutD/ds1220jdblqST3oO63J8rkLHty4sa9ut8a67Nb6DR0rq3BTsHGE6DPUwWMWuAXH2WB0ed5xfWlVktZn/nVDgZc39kCeL4u3eLFY5mmn7lFVZyfALnPlGHrHA/g7P1KT1+fR1T95dg9F72mA/Re77j5rosDC6TD9tdwr91z7ekfPU1Eo7M2/P2BGz8Ma8skBo7hiEK5q3+01nc6TTLOm+Gm3EedrLW9bLEOAd4oDtga+bWxxquVHE8/GznYNe5T48dzi52t1HPBntzGeEl/6/Ricf6FUjcW19+7l4Pcb7f7Ge9uT/jwcIO//Os70E3Cm3ePWLOAyGlakXPAugYsSwQzkNYoOsmPExAZ+dWK8Fkec5yB+S0jH3KZoBmYyvxWIjMJaOZa4CJJZ17WSqcgLiHwyvlKyUhyXDnQnAWEh6K2gSi60LhZRR96CcAlGMcsjBmBGNiL/J5yu33I8XUNWNcIIkZ6GOR+hyQWn4Pcb3gU6+t6U72pwyr8tzDL4AzAgh+EVbYHT7/J4Clj+i5i/vsVx98Rdn8NGO9lgjr9PSMswO4DYb0lkYhLwOWtDOTrrahtUJJAJsudDO6770Vd4/KOijWFEE9K2ZD/1zvZZr68Jey+Zzz+NuDwF8b5bUBcGDd/Ykz3GWkn4H26ZKw7wnqgMhk5UFEG7OHEEhwlF4dLb5UuE9yV/FtEDZ8NgEF1QmadbMj6iTq6qTyd9eXye1ha4McBNTiJ0iw60EgM8fin+t0H4ugB8palzCb00pepWLEaCSyqXX2TZqH3ZddfcnvulUXcAbuQGEgSxZBRF1EN0O2/O+DBDDylTdyD5R9k0eyTL8YTIJpdH/miFdUvLLaObfzeLEocELuiYrj/7TYEUfVgoJdiq4F9niiv6/PE1brp7+X7VmOJ9EDfg0e1YHaW+M3n8MxvFhwFlZqUS3k8INPFeLddUi3hLOO+gmuh7tRzjUPcA0dVCPLNFevxpk76vDzNwZUnXmqwkzzC5ODsGn1nygIhD+JsTcXJL01S77gA6QZ1oawKGGXs230v99FANbRA5FNnsVRTpjIWiaq9B+6M2q9kEa8N4dp7cwJ/4vPHpF8BQGbghePs0ovF+RdIT71zW+cFYjyednh43OPTwwHfPx6wG1fEtzN4FvrG5TziZn9BzoTjww45E+b7CWmJyGeJLBheLYi3KzAHhEuxiKpnuYLmsvIHAJ4Y+SbXgUIVGvzgqdZnoJ1F9HzAuMysnOUhA2NGPiQZ6DIhDMWxbw3i5HezSlkW4SzHIYMIGMeEGDOGIWMcE0LIBp7HMUk9b1YMb6RtlD7CA2MoDn+qejEcK4CLFxl4lzsUZY9i3Sh/oOJcWKTx1BI73pNtfXKU/MbH6hizvGLz4BdrBlWnrLKFqFvA6SCTnuo7h5Wx+06sOmkHnH4jEQ3n14T1Tia9ODPmuwDKwO2fVgxneRZxYbHEOq6vtyCLZiy5gACo1liqE5FYyN12bCTkgZB3Zbs31UncJl6VoVNZO9fZG1k7P7mim2RxDYYVEDVczcFdT/VPQx/3AAslD/1u1ne9V7dgsPvaFwea9freYutAzJa1WJ//cOF2ceLqfWWBvMqTzKrcKHN4RRGX75altUnc/u/pIezr4ECl/255dPmzA15Ppg6ob1IQrG16hN22b7UkCjUqLDCw63cmtu5t3315ytgQ5xYkXlEmXOodWrHRfj8WNDf5dLsiar1tFiFUz9f2tAA12V3Xt3cBnP498ZZmS1v0E65zyVa72gLYWZvD+v+x9y4/tyRbftBvRUTmfnzPc6rq1n307baNGgkJBAIElpiAkBrDBCZM3UJIlhD/ADNLMGHMxKIHFvaAARMLDwDTssQMJHuAAAnabh523+57b92q8/oee+/MjFgMVqyIFbHz+6qqde69p9wnpO+cvXNnRkZERkb84he/tZYQFv5ATZ9XiYlb7MJSypbyWKrRWM8WJlzbY7phzJda/jye5XDbOuepd5WirYbJS3XbK3U9q9/ZtsxKOzyXrBHCx/SdSx+B8weSyrtKjBAilswgb8cZdw9bMYIbEu4ft3h584AxRCyLx3Yv5tS72yMuro7YvzgUUOqDSB78ZAbO3lI4e7dAFGvl0iNUwqFMRDPgygtPs2sZaqB+H1M9TpDvGwHm6kMUAMJmQRgjhqsJw8WEYVzgXCpaZsqylBilYCk5Cb2dAXZ6GCT8eCK4yxnpVkZ+Diiu9zTpgLhcCLMbHoSdcIvoi8t2by5feOcloMknsbg3cidxsTfdMMKjuJNbLjKrbdrInYTdVuA+3RCWPRUWzB9zWbZUpAPLXphnBVviKg8YczCAZUs43RLmPWHZu2K8549o2OYm/K4DLn4maHe+QDEQbIyJcp2V5dJziuY41UWHAloFKAVcJD7b7q0Nb0CMXmfL0E3m9nuZX3SLFe1v0tgVXD+VVH/aMNu6YFjximG9jjT5PjXXmQlXwHyboQU8TRm6+j8pIWjAfQuiFWCegbq+Tmtl70CztnVpc+0jeaHRgK6V/CWj8+I/JY9otv+1zLZf2mfW31v70yKLSg1WouHum7609rdSRqB65yigjGs5Czue34HC+ML0pZU8tdxPAc0ngbQB606lCowyTrgTCtNe2sbXdrHgtJSlez72eAHSTG1/WamHlYSUR0brayfbn/wpExO9NIuN5yGYchvgbtnrclLOR+1MdMcvblCkSWlEy6KbxbD0JTOHETfs+3tN31WwnOft9/n3XU4fpRq/ovTU4tX+5ojhHWM6DRi3M1IivPr5Nfx+wcXlEQ/3AqBjcki5813uTuAt4TAN2ISIQ3IYxgXLKUiwi10E+4C0ydpjl1fLhAxsxWCQEjDfZm3yQqBNAh99LfA2CoNsknU3Vwz7kD8nEnbaVJh8Ai8e6SEAA2PYT0jRIz6KAZ7bLfDbBcvikaLDJreBuOQT0CyGga4Aa389gZODu5zBr0YJ7e0TlndOJBuPhOlFAkVhi3c/Jxw/ldkobmXgVJ/W8wbwRwItHu4E7O4IDz8WQKxW9JSAGRA2dhD5hZukXcKBJNCCB+IliiRADQ4d5LvPwVmWfW6XKNINYglo4CbGdF2d9Z9eEIY7CWJxfOnyZEoYDgnjPXD3m6JNV+BQ/BNnlvvxMy9BXzLzY1129VvR1XiHGsMh7ajEALIXD5nYKN+LSjSvAsgVaFhQrBpjI3foDRq1LKQvTAHnJn/9zaECOgtA9Jxcdt261t/OQJ4CFKoAt/GpuwZsgBbUESojTGgXJiSs87yncn5hwuolNd+Ve5H94YnylIufK293Ts+yl/y5O96A9yfuvZKXlUOwqbtluhtgrAs2LZ9rz7PGZJIvl/L1UovVIq5E1tMdmhKd0xsGOz/HUjzTburu0YK7Ev3za8rx1G+2vcoxfVczO2tBqDKwVi5SQKi2awcEaREg2SwKGq8aXHZ5mgVr3z86oKzgGfXnUv56grmXWeAr2Ncw52Ux5VCiPlJqwbX8LmU9vRDPRvoOi6tQruNOXui4Uy1/GYdStcuxddO6crbX+VOB6W8LlJ/rL7/GlD7Ugv0a0kfg/CtO/XzUp5gIYYi43J3w6s0FtjcnHL/cYRkXpKPH7ecPAIDtsOCegNMcsESXIwgSvEuYZnmsy+zBj0E0Y1sGU4IGKAFQgDDFPEACwEJwkwPde8SbRc6dSfTMyiYr07DgXMqho74XFlh/10hgNMvN6WLKx/PvowRzOT2MItfYREyTRwgpnyPsMxEEMHvO8o0chtwBcSHw2xH+wcFnMDtfMcK9Q3jM234zVz/LeYJZ9gBFAgWJQJU8C4u8ZGPKkYuLuvEdgIu8rTiJsaEO1GqNr3pLnYQUUMZBgDElkWoog6Xg2mWGyLO4n1suxIfz6VakNvOFhN6eLzNLnQhxk5/hovWrQCN6Ad3qIk/cMwHDQ9ZG7/OWadZ/J4cS9KTxoJFTwyazyD+KzKPXDTMqu60guAM8gJkw9foO0BHydwWzpouVYVw/ZKMfC4YLOIcBbg5n/q3t+ckDDnnBRNx4EbHsLKj1PlJvhDaZ7yWwzEqb2oWLZYIBlAVOuZJxtth4cl4zx5+UR9j0DPDu8+tlHmunKTAqoMos2vR3KzESlpnqeStgTb+XkNiEuuvyRP1K+QxTWkI3I5cnL8SsQaTuCBXJhu7oAHXRxl0+T6Vn2vVsMdLVu9kdISsrA6LdGcRKncz9+/dY3/UUKhHCK3np9barP1svwxYnJ3OAtk3xn02V4WcCkBcsacjnEGoAm6U+B9YCOCGEtNzhKLuJOp64mRADl6AoyQFkvWvAvFfNC2jrz+2zeK7OffqmoPkjJv1OpY/A+deQ+vEfELYZALxj7LcnnBaPcbPg9DiAdhHzFLB/cUBKDneHEZ/d3kuQlDlgO85NPqfDgHE/YXoc4Y4OcZdKWG0mMwjkMNdxC/GI4UR+4Y6E5dNZwGxmgwtTMGQdsV196+cAgBjuzYB0s4DuA3A7GWBDwOUMToTgk3j/OAmrzWp0CEj4bB8RQvbfHOo+pHOMlAQ8xxgQl8xYJ8ARwLuIdKK63QoBu8dPJbw2O2Ge4whs3gDDHeP4CWG6EbaZnRiZzJeMuAGGd4S4k0Aqoo+joll++BHh6h/l62+zzjKzsfECxRpc3SrpYO4PwLxH0f0pYxR9dpl3Ie0ZHkS7TFG01GDAHxieBOA+fu4wvsvgtJPUNGwTyeJguBM2Z/sKoLECFgU2ysQULTzQAgI7eTtjKNfrnnPnbuaMnrE0H3qL//I/GcDbT3SxPVbyt/PeGrhE1VHaMN+2vs5a/zupiHUbJ5pjU9aVSVXbxIIdNYrUUMvFhzDjfH41r5cF1toe9p5Psr8mrbKf5nn12te1OnH/TLVc+pVXymKewdluQXdecYmm2uZVhIZS57pjkXc9VAP/VJuY8mq/VaNgBdAMIMxt/cvzs3n27UO1/j3QbP5fSa2co65Cztw+2vO7/PwkY1pxKafs7NgB+QSQBbQj13YJ5029Wt61+nTfLSmQRrmIuZbFjim6UFfGOQ2mLfPiiHPwKQr1nSrvpu58stiElCiPyEBb/UIbexNtC/t8a+MylGW2deOzB/F8GzybvhHo/hb5/ZITAx/d0Zn0UeP8a0pPdcHEAgCDS5hOoZx4eXHEGCLe/OwKu+2M++MG+82MECKIGNNS10BhEKDtvxjhjgS+iKAxim5ZPWA4ziG1gXgZkbbKRgvD5jaxDgxlADH/T64GQFHQkiBa6U8mAdi3JhasDpyO4Tei4U5HX+pHOYiL3y7wQeiHaQoYR0EgwjZz/ix/3ieEYQFCwvAqgF/MwCwGfcsFY75JxcpaDfvslryyzfOVuIJLnsUlnJFXUBJXdP4oYOn4aSpR/uCAhx9KOGwd8OdL5MALXH3LZjAaR/k7vcjNmt0nFZY41QkHGRyzo2wYI6yznzLj7PJkuZEJ1kUU1vl8K1PKNF8KMCeWc8Z33LDCaVNZoHKt0YqqXltlIMX/afaZqpMxZ9auYf/6Dm9+67frde4q+dk/PRbWjzf9zQC2BvxrX7XXYh30AWj8YytoPgNHXTl7Txhn+mNnrtW8qZaVu3azbdv/WZZw9Tyq92nKbMumAI1w9sx6ecWZ5nglWXBvhw17D6u91e14W74nF1T6MZq81gxEbV3tdbk8ynqWXQgF73nXotcGN23e93e0/fXs/iY1/XYNNMOAXdNeZ/ZodoGXxw3rPnLNy4Ua3InMjKvx7VMUWt8fbFuuvNu2r+g5KQPbcq8ckETbTj1tFDA/VJsEII9LA5cgJpJXu9qkSBJWW9s1GEBsQbrLgFjbziz85XyTp304zYK8e6DfBk+ujYV/mnM+pl9r+sg4fwDJFUBY385pCdjtJzy83WJ7KQD08TgCBDw8brDdznj1ZothXBZ08BQAACAASURBVDDPHrvNjPuHrbh6I0a6H8DZSwYNCRxJXv6TA7ZJvGCsLJtotjMMqjwjj8DMDBxC9a5xyiI1z8UTB588aBtB6k4uD9ouJKTZg5L4ZsbigKHd14yHANot2GxnHB7F8maeA4ZhybpmB2YxGGQmhJAQNxHLZSoGB8M7j/lWRsM0Mk6f5MAvEJ/NRacLCUmsUf22r7Ik4kbaMO6Aiz8Gjp9IFDI3A/OeG/2cPxKmay5ylzQwlktAXfap/rkAtgwqbVhsZU79qbWGT4P4dMZJJBf7LwBKjNv/O+F07WRLkoGINsKf1Yo2E9ggi4hwADZvxU3d8ADMFwweDcNl8+gHcANwesZa7ynlr4DcgrI1bWtpn/xdg4PU7fsaArsJh62JTfv23zX/1N53Lfx2YRbXqp6/JAvmTDEsmJR75w8dAO3LrQvOJpIht3kqG6vtpOUp0hZbTG1fu3Dp6rEGeJmEaS9txN21el0DIM7zWWNIy08rcp5y/3Kczsu4Ul7dqdG81nTyz4EPlWpZTkD1zWts8ll5uKuq6eNPpW9K2DXPwJRH+0Pv2rG+c+3vTZ82THwaWAAkVh7Xc2X8hnXrpTWy+8XlWHlXdA7R8o55jgkyb5DPBERe3FBui7WxyR+lEHEru3QlYqDxmCGuR7v5zY53BHFVp/OejlmRwMQglv/t59oA+EZ94Nl09q4+8SL9WtLHkNs2fQTOH1hKyeEUPcaw4P5xAzeIxvdwGjC928A9eEQCjkz4/qdv8Xga8fC4ARHD+YTTwwgsDrRI4BF/IsyXBBcS+LUAUT4KeGYv3uFpcmDPcA9OmMsIhH+8xfyjCbSNYiSo7PLi8mRPjYYZi6KD/N/iAJ8EyDuIb2kmuFGYbD4EcVWXCG63IB3lOznA+YR5FqnKNHksxwF0Kd5GkjFQZCbE6MSrhstlImD+fIJ7PUhUQA+Mb6ls46YRopUjYX6HO5SwucfbrFt+m+UZV4y3/zThxf/JuNvmqIIk/pYtmxe3uY4aDZGBEoacRVOtbaMTgJtRAHixfs/srZU+lG1LD5xuhIFedgx/BJYLwvgmA0zVCSpYUsymWkJIPqdb0UXvf54k/wAMj5UZL2B1aJnwM/CXAZ8FmpqqkVFdNEnGqJOkAZSaX2XbuV5r0pnfYu1vBtStgbFS3u6cpm4rulRb17Xt8bIdbCdL2y4aHbDLt5c0FHd7aMvflJXWr21AvDaZAqX+HKyAS3OOBWHKwPYLolVQYMugZe4XRgnnwNECjRUwZN+FwvquPAdlJ580DOzOL0asxnDUMrzKTFqJ2pkHCHqiLW1/tHV5ChQ1neiJpG2ki26tk+lrZ/VTH9bK4hqG1+52WA9HbSZPF+cb1cfmQ7WPq/92207a19wMxL1ZLSTTbxzEzoHR2tWw3JOiBPNiAAgAzxrkS8fGKq+iRcB5OQZTLq1LWYRQPkRf2yZfC5q/6W8fFGCu6bvuCeN9po9SjfeQ1ubzb5p6ttm5hN04IyaH7XbG5eURhzdbnF5vsbk5yhbXTLi+esQXr67x7t0Oy+Tx9t0e++0ERIJ78MWgIQ1cmeDLCB5ltYwEAcMhgXdRQmF7zhNKnoHvQimX38YCehFSBdKeQaPSYfmPCVgIPMlIxLrKfzcg3Q1IkwBxt41wW6F+3W6BCwmbiwmbzQwixvFug/kwSPTEKZTIgSmJ1llc1Une7sUJYMBfzsDiML5xGO5kYDx8JgPo+AaYrsVQJI6ifZ5uBEAzycAdjjKQb14RxrcO7IHX/4zIIvxBLK8PnyeMd1Kl4+cJaZ/9VIdUIiLykJA2jDTKZLBcVB+iZdI1YNka9dmIeM4YxMyXIi05fEq4+02RiDz+gBqmWQ2GepYXQNH0zlfiBi8cUgEmu69Ss93tMiOv+amv5OquChUUsQH7uR+okSFKPXMkwT4wRD+RKxOfzkdpe6xEJsw+jhXwWDaOOEtYlOwyIKwAMStF8fkv1HIVN3dPvOMFyJ6B/LY97J/1Da2/UweSG5mA+VvNF2ikL2f37OtsANRT7LMF6FYK08sMLMt/tpPwBHDsDc+eJLKSuUf3zui1cTyv63OgWSVEdnelB/Vn7W5Bs20T21e6Mj47s1pgZB88ujbU8mv/6qQZa4uIZvHosiTDGP2dtZVbOf7MfLYqL9Gdle6cIttQKUSU55WMcR5xNbRWew5SjblDkVy4CdnfPWC9O0l7Sx0pEfyU2yCJRyVaKIeGz1rohBK1UBlv9TZVqmS9R9nFUzkBhXW2x5pr+vRUm/bt/YGC5o+pTR8Z5/eUHDESUwHCX7et4VZeEAGFDjMTNiHiyz++kZEniLRiMy7Y/eZbvPnyEm/f7YEvNkjXi7DA+wVvXl2CTh78YgJmh7RRSoUFrALCIM9OLIuPPrPIBNpHpIsI9zog7hhxm8CDeLFAkMEx3Y3AmIoeGZTLPPvq95kgQu3FwV3M8ttCoKODmwjxkuG3ESlSMQgMm0XY49nheLfBERuRlBBA+wV88kiPGzxceVzePsI5xjz7wj6n5JAWqVM8iqHg6ZOE5USFtZivGKeXMjDPl2IYqF4wpguJ8HfxJ7LNN+8FlGoo7rhlPP6QMb52oEiIVxHTVTa63KTKgDCZZbmAbDWMsYyWnySKXGFhpuytQyelDE7tlmt4FMPA+ZKw+yrh+NJh2aFMMMqQpAF1gs9gsAA7l+04HfD4fUJ847B9LVuYcZBoheqFA7l8jdZYa5ZMnujAj+n2cWyNIomRDUz0QkjgFDTNdj6ZsADvynBTC947trW8TxoVrQOeBWBr3Syzqrc0ARZWwQSbPz1EXV4k9aXuPCDra227WabS1oNajN2UKd+z+e0M2JhroIDPPkwAxuCREp+7KLSfNTu7I2DcwZ2F9O6TIRRbRp8K2HzOuK6w4lyfUWGbLcturzVlJ6BlnHmlvSz4XGsHU85mkaFg0b6D6PJ/JpUypvULzvoRmfdKAbeWQbW8ri1b06/I5NsUpK17rb8F/Pl/jSKbjNQLbd4lUmAORuKOLeB0i7DFIRMTsgtay6/vlIwlBD+x+LD3tTxxK+46daw9MxzWjznaYGlLx2BQ6fOrBsfd46AkMQ8abxs4P2/1+JPnrLTtB5Y+GgfW9BE4v8fUg2EF02vfLci22mbnEu7v9vAXR2xfHnH8cofN9QnTccB+M+HVuwv88EevcH/c4N3RI+wFdIZhwTwFbD5/QIwOM2XfyIERJxldyTE4OmGZYwbki8wCumWXsm6XB3Hzk05egO6XG5lTiIBQy5xmf8Y4wBHgWfxIH7wMlAzEywTaLUivRuB6BnkGhSznYEF25GUEYw2WMjsJBz5yCYbiHCOEhGny4CTld0HQXpo8eADoQQbCdJUQ3op0Zf8LYWyXXQ6FjQpepxtGOBLmvYBYf2I8/AbgJgEUy3USxvqGwHvG4z8l7H6NpIiqi2OSAVnZ2ewCMGXNM1ugneed+VLK4ia5xk1Shuk6+5/+KiF5At0xHn7ociRBFKNEm4gzKHOoE6czgCEzQP4ov413CadrD0qM7VciCdFJuU7m5rtHNULS557zVeYcXOUoAKTPLOKdQn1WNxO0BYIrDI/eo/xuQXPulwSukhWq5VBg0RsBPnsvi1Y7kGHB6tnlXMFMf20vJZFdn3qvtcWHAjxGBUb1x9wE/XzWfbf1LB4rDIuqCxGNAtloyBXU2ry13fP/qksGkNu/Rp+0i6vmeeVyEDMaXfMKwCvg1oKx0J5T3oGVub0Hxr0Gt5FAmGfUEIpZ/tCD5nKe6W9N/3gGazz1Gzuu0oBeitH0+drfgKq/tzsKWtYiPVkBtvXG7X36nYem0yfzDvfh4oFsZF7HOlqoRgfMwaI4VOBpPZe4CJEORkL0LO+Ijj8uuwxV1lr7BWnfbctajAn1GZn6iRs7lrHavt82oFczNnUss5XNaN3PVrnfID0Hmj9i1Q8yfbBSDSL6/4jofyei/5WI/n4+9pKIfp+I/mH+/0U+TkT0XxDRHxLR/0ZE/6LJ53fz+f+QiH7XHP+Xcv5/mK+l5+7xbZOCYkdc/ta+9yklhzBEvLvb4fhuA3c5Y1k8fuPz12AmzMeAn/7B93C5PWH/4oDvvXyHm+sHpES4vDxiMywIISKMC9yQEE9eBjkzwLiQBLCOIrmgSMDJwz0ohQO4k4TqxuwEeANivOEzAH+1EV2yqYd6uwAg3jUOAf7BITxItD13McvgNWRQ7biOC0wgBaHO/J8I/uDgjg48O2Hkc1TFXFSQbdcxgh483ExIe5GfxK1YY59eMuZLGdCna8Z8wVguGWmT4CeJHqgT6+mlyAqKftkxHn/A2Lx2RUvdsOxrk0vWPfOQyvZgsWSnPKinDGB9lUUMd9zoO8OBMV9QMxFe/VHC5R8nbF9x9R2tTFyugzUoY6paZzVEK9EQZ8buy6UwkcU/bKx5NFvXaEEo5wlezykBGgh1uzUa0KbXGSmEyiTOvCtwe34B9GZhUO6T80+eGv/KScOBd21ky1KeXT/5WZBItd7Nczfn9uC8uQeZHYD8XPTZ9eyrBaur3ho6IGmP91vlAKqhlAWnjAbQFvbfmfa2QKRrf0CO2Xw1/LeVEvRtZiU77Kh4qOgN/JpyoH6OY5effQa2fYCz56B1tSyx7ko1QXls2Qk13Du1Hh/696GAuP55fYvUSIO0/63VBW27FTDftWG/ADzL54lFbG0ju5oASNnlDohXeZOuVDM4RW3fcj+9R2oflC4OC9CeCf6Ryu6RP1JxP0fZ4P1sgUNo7EYK443cNrZf6611DOnGb9uvrHFgn4q88bln3ry/3LZr34fX+vSvMUm0P3qvf9/l9MEC55z+DWb+F5j5X87f/xMAf5eZfxvA383fAeDfBvDb+e+vAPhrgIBgAH8VwL8K4F8B8FcNEP5r+Vy97i99zT1+Kam6WGM4Eiba+4TNdhZNMQE//OQtXj/u8POf3oIfAm7//GvcHzc4PGzw05/fCtgOCcFHPDxu8PiLC8xvNyJbAASQkqzuyQlo5VgfPY8pW/YLiNTBOmavHMPPxzoABvHYQQxhXJEBszcDQaSyGnezaIOXH53gPDf6tJ5x90E8cZDLTLRnMVwMwoIDyGG4AecY3jOcywFSzMKEB5ayLwR/58t24XKR//ZcQQDJoLfsGdNtQhoZx0/leLgXfdxykQpAmG6yNKMHTTCfzxj4em6x6iZhszU6mQLG4V7Ca4PVGl2A7LIlzFeE6Zqw+0K2Kh+/53D8lAoQt3pcBaUVHOU2yr+L6zwJ3z1deYRjRDhyA17U/RwYxdiomTBXgFsBW2by0jz8xCCubGQPjGyb9mCgTLzdJF+Mn1QXTmTc45GAQXs92nsVgGR05f2EVUDeGgAxk669rtTNglfTD3RLWfXhlqFd8xqyJh8oP1N//fmf1KNeWBZVanCVAWQtfw7rnYFtA9z5/H51UUctA22fqVkQlMAc2ka2bZ4Bwrqga8qkfYy6c59K/bMzqXlWeq6+S6ha/6aPmsAr8s7RWeP3wBxoP5/V05Rl9Xzbb/W914Wo9ofcLs1izpZpLT9ty4RiE0FRjO907NZIfe0zlnyLbljHAGg0VnO+MvPZa4Z4zmAkz3mBzwXsFk8nTjxlxA1X//EG3OrOjPqtXvZcF6Yznberfs/MubaRjDGU24Kbv76tymeWc5/su316Kq+17x9QSkzv9e+7nD504NynfxfA38if/waAf88c/5ss6X8BcEtEPwDwbwH4fWZ+xcyvAfw+gL+Uf7tm5v+ZmRnA3+zyWrvHe08WNGtyJPpd5xjkGZeXR3x5d4H7r/agRw/sIl7/9BqJCbuLE3hxmKPHECLm6OF8QnjjgUigIKML+VSBWwamYHNfNgOLZ8y3UQB0ZlQZMNtyDPfoqlZMB007CFtGIAHTLcNn7yBwjHA9wWU3dERcV6HJCQA3ZWOfB8oZwOSQooPLESpCiPBe61NXsbRb4LKmGo7FSC//ITDiRcR8EzHfJCw3EWkfxY/oJmG+EiY6bmVCjAqyAcSriHgTa1vp4iGZz81kxNW7xpJZ9wmgRXyOugXYvGGERy6D/3wlru80EMTuF4xwZAwPjPEt4+JnqRrWqB/aTPwXEG5BTj5PLchVm8deXNMtO2Gy58tQgEB4rJOTTszWP+yZBwJzrNmSd7Vs4Zifp6MCcm35mtQB55Iy2KxsVb2vBjVJAzKz30pY4khIY574AzUAr9don4Henp0y9Txjd/tJFfVYOW8FnJfFRgHJ5p2yoEbP5faezTy0Ul4AoJj9didtS8N2AdVlmYJlbQ8yxqGEdgECLa+pe87DGm8WMG1AZ9lZ6MFr9zxK2/n23oXl7IHHSt0LWDRMpN6r6QOmLe2zbqQP9hmaZ5AGBZT1AVCidYDcl2/tN/N3xoTbZ2/LRyjMqbbZ2b34XCql55fFaTm3ntNnVMtQQWNZgGYAzQQhZUwI8uLHOYPnwqj7eh+KsgBOA+quBkQPrYBb89Z7F5/cebeuyERMXcuignMZKBvEs+1zpgGaBUI+3gVG+UaAeS3vvt8+d/3H9EGlD1njzAD+RxIE9V8y8+8B+JyZfwoAzPxTIvpePvdHAP7IXPuTfOy54z9ZOY5n7vFeUw+avWOc5oDEhHEU3fKnt/fCQLuEzWcL3r6+kGh8VzMcScjpdH3Cw+sdrj+RUNzeJyyhvpwupOKNAoBEjWKAhoS0ONE5OwJOAobp4MFDEl/PxPBvRgk5vU2gheCHhGWfZy/P4IVAxwDeZ7bYJ5CLwNsAfyDMv3nCuJuL6zgfEjiXU8slso2EFEWCwSkbDjLJPcaE+QXBncR3c0oORAnOJYQQEaNDhMuDKCNsFuDHC+b7EZhdYUvE3VEO9EIQ8E8sHkC2srhIFwKM45W485MBNpWyAMg+sDmDZjPiOZbYt1bD7AD3QHAngp8I/ih+k1UbKkZReRLwwBIqkPQH4PhSwLM/MdJAoBMw3sn14cB4HFyZMOzgT1x1oHZyY1QQTU4YGpGBOHiVDTgUPbTmpdvphansAEwh2NI5KGaqgFalIG6pE6dGfrMMFkHOtcZNyMcKYEBXLjPJK8Nlr2UHpJ1s+xaXebA+ovO1K0ZOmm85ZsrRMO6m/RvQbcuhXcN4G3CQ97Kpu/0/55Eyk+5iBdZrIZ7tbS3YlWfFlU1G204KTtOQQWZmMkt7roF+vSG19S/l69unayMLAAs4NyxgUz5bl36nwhaneW62AOfnkMm7Z677flmY3Q4ssb7DHWheaydKJEFByokrpwUJUKX9wcpmmnpb0GnqW59n63ZNQTMTUMJV2yJ8HXjLF1sZByUShlgXsg6gU2VylVfRsQCeixQjBS7yPpf7m3jSyGXLdQ334qOZIiE8EIgJpxeZEMr3TRvx1582DPJU+2/XP3TsK8Bdf9NnmDsgMaF3JklMIhPkNs/mtCwxfLoNn/hs2/gDTB/d0dX0IQPnf42Z/yQD198nov/rmXOfGcq/1fFvnIjor0CkHhg+u/42lzYMMyC4FQDGEHFaPD6/usfdaYObzRFfPu7xvct7/MEf/AjYJAkYcgjgG2CO4lmigGYSf8/xxSITOjHSyUvo7OiEgQYKS+xGNRyEsMsLgbcSYZCyj2UgT6YsBnusLeW4ePvgUff0BJyl2QE3C9I1MG4XEAEpZmNIUsOXHAmwUADmKRBEUnJyINVXZ5dK6W4AXwBhjBgGqaP3Cd4nTJN0Z33B/X4BAViyzjsCwOzAebCXxsh1V0MVnYxYB3CDBgCRjmwjih/r8hA7NsLUp2zn5hDcwpowhnvAzxKyGy4bBrKcEx6FpV2yMd2yF8C8bAhuYbhUGTs/dbpLdCBAJ1JUcKvALw3CxtqoWSUvV+tQQK4HvGGIy5a7noc6iVtZhwIeApc6pjEHfQlyUgqSF5l8bLjqelPTbRiFDT+bb/gctDEBy4W0rwJXRp2g9bzzyH8ZYGTQSaWyHUjTZMrejDiZxS8LWHtOysf1WRndeBmd8nOJQZ4ZRa6+eFlANbF4xkiBYIrZJgv6TFsCua11AaTdv9+aN22s2ZXzALACKGOo2dRHi2GfrwXITdu397JlPluc9OVrgCwaCYP+XNrb3qPrc0+C5n42+bqZ5dvMMlofnJe7/GbcugFoALm0uTSmwc1yfgQKYrX52nNRQS+A1uCPM/Dd5HbNu18UIXYdc3lDZAdNi5x3gxzMwi8K2NUx1x8pu65j+BOVAoUHKmMp7C6VWVTomFMW/k7HFymAgPnsScO0R2HNNTZBfh9x5j6Tm7aqY6wpz3Og2aYn+mk59A2z+Zh+9emDBc7M/Cf5/y+I6G9BNMo/J6IfZCb4BwC+yKf/BMCPzeW/AeBP8vF/vTv+P+Xjv7FyPp65R1++3wPwewCw/+0fsAXDfxrh+2kOWKJD8Ak/v7vEdliQQHj1i2uc5gG3P3wHALi73yHey2M7nQLmxxFEjM24iKcOn8rLz9FJ1MDFCShmFIlEWpwYCRJkVU0k4DERwCJ/SLMrjuHTyPAXilDQinyMXIKIJZpgAjafHkAETKcg+uUyEegMLVonB9FPcaptp67q3En+T5tUJoH0GLCQSDWYxaczgMLUyzMAiCQc+Rw8UnRYZi8LD4a0iR2reut1oDIQOrtmHXhxwaQDtj7vxjF/ZqydaJmV+Zkv5D7+QAgHcX+37OU3igKCGwaOxZOHP0p0wuNnhIufMeIgRm/hkRG3Mrm4WJldDgIo46CAPteR80SagVEcc3RCAMtGDSKpAAQLYgG1eMeKLrctN5nzBHQTEFnAar6/P+bu5ET/DKIy5xSdtQEGpZnVxZ0Bp1qexqDNPBpNylbGLUAHA9zMwkKqZBZL2eBNgSko90+gAugusba5ASLlOdi1WH95Bpw9y673F0Ccy0IAD9V9YL03VUNQh9LmFuj19bXlaKLN2fIRCrvXhGg27V4Are+ehwXHuX8AHfC1qQPXRTZkyq2f08YU5WvASL9OL/eygLQDwmzKflY+C9b7BcET9emvXT1Hy9qXsV8cmzIW8JeT+mJvWH4yXcG2g44POF8L9OVSBtsBjSRCmVZ3IqRdgju4wjI3AUZQ+xYhj6kZNGsZ0iBeNWwZimxMA7yYxYsuzOJWMk0h31PHOvXMkQmYxnBa3d4RKmjWvq/EgG2U/r18arpfY477PL5DgPm7btD3PpP7+lN+9YmILojoSj8D+B0A/weAvw3gd/Npvwvgv82f/zaAv5y9a/xFAG+z3OLvAPgdInqRjQJ/B8Dfyb/dEdFfzN40/nKX19o93lPd+OxzYsC7hOAT9psJP7x+h8FH/OE/+hyYBfB+evmAh8cN0lcjKLuQC5lBnr7YIyaHh4ctpq+28O886OjBkwPeDXBvA4avAnD0ZYJwIeVofrkwGtAkJGFqCfCvg7gXGxjYRsSHIKxxSKAhiSu7rN/VvOJRwGm4nUAExMXVACiQgSwlB06uGELGKOewWiYDZVZgL/cv8oKZQLOcH6OTiSCfG7PBY4zifUP+r1a8slCQG1BI1cIaqBOTTniBpU38Gl2TB1pn/+c6iFLNxz84uAlwsxggFsAQgLghPJjlHrH4lg4H0RiLD2m5bdwSDp85hEfGdEmII2F4TMUlHROwZF22gppkvQ8kc5M8caj3C8tMNr6PgWbCKIyh2fZvttAVOBkWtQnmYvznkskXaAGW3ouSXKPATz8rKCsGVxEtc9iBoIbNZAly4ycUne2aXtVOcBpgRcrFzTklEAu1f09NpqXN9LO5d6nTUtnw8vi8ajt7dIUzTXY/vzUeF0y9qp7a1FnLBPMckaUb2SjvzMe1vkO91GKlLYufcdRjDXubj9lAPr2OuanjSn2fSo3sQplxatvFtiXovM3sPctzdHzW55pCdXUDVvDSSh2q/KN7hlipP3X90p3Xrdy7v2XuB6UfAsUwEPn9KqdmRlsjzMqzkoVaIQhmgssuTSVCn2lvKzlRMJvlEjSLj/vkufQT2RETMEtRduWWPWPZcS13Xwcljrpn0XuVse1b8rD9ee3Z96n8zit/3XXfQIJB/fnfsG//shPj/XrU+K6D8A+Vcf4cwN/KHuICgP+amf8HIvp7AP4bIvoPAfxjAP9+Pv+/A/DvAPhDAI8A/gMAYOZXRPSfAfh7+bz/lJlf5c//EYD/CsAOwH+f/wDgP3/iHu81FeO3wpASduOM4zRgGxbM0QNHh+1nBxwfR/y/p09wdXHE3WmPNDIO/+AWy0uJkucOGSS+GRHuHJbbSgdy9mMZAQGfmXEsTKm6VgMEJObRNs0OGBnLD4/gYwBmYWjnd6MMPAk5ImEeDE4CmGlI4Nkhzg5DZoBd3iqbjwF4M4JenhBnDzdGLNEjzV4YawBhs2A+DBWcDVyNPBKBFyk/HwLikEoUQQBI0WWf1rH4fI5RfD07n+R3oExk5DMb/9Q7LFQ4mtkuCEgWLGVnRJR2pYPH8M4V1oMSCds6EeYb0eGNd8DpE5lIwj1h+xXDn4Rdnm4I/iASiuGBsewIyzaD3EEA1O4LxnzhMF3J84s7Bamcwas8Gw7ZsnyhlYEchbnRLVkNgFIYog6k9Myl3X5vwLZtFnEpjphPoMRABvtpRMNE9UxksxVt7w2c6azXQJHWucRp8B1gdEamnoFrE8SDOuBAVIBAA/5tu3KeaLww6Y3MRNvdlNVFVKCizyLLN62LLPWKYRcJpb2pAtayTW3BpqunlvbUcpvPtlyal7LccYsa4TKeX596eQpasKdRMBXYKSPNfRtyNey0vyse0ZRcXRyezcM6/p0BkdqGZ68v1XYq+mujgW3AXz6pAbK2X6Eta1lIuvaH0o+6hWS5huz7XJqn3lPr+QQT3eTVVheUgDDJD8uuBXWNzEp3EzLRoDtF7AH/SCW6Hy0EbOpYjRnG3gN1B0Pzyn0l5TFKfd2noPIzhlsINty1LuDU45Btw9KNs3ZbF9ggzoQAG3BsELd+dEDjPePraMW15/XUORYE22NYBtC+mwAAIABJREFUAcv5HLL6qY/pg0ofJHBm5v8HwD+/cvwrAP/mynEG8B8/kddfB/DXV47/fQD/7De9x7dJPSjuj9vf9P/9ZsLbxx1SIuzCjLeHLbCLuL18xFfxAstxwNtlD75eQNuI5RAQ9guWNyPi7SIOMC4W8IsIHeuXdyOwicAW4sYtpAKYWeeQXpNLjLQQeHJwLyY4YpGTLQSoMR2TfE8QgfaQgIjiEQMM0KsRdHkCuYTlboOY944dA+QAN0RhqTV6oQM4EeaHQQB8dKBZWAvdAmRikOrbEhAnDzgnbu4MmphnX8J2a4AUMgPSmbyiobNwPlaZgVUGtJyVT7CzOs8OmJw4758pg24BDArc/BHgwIgbMV5xmmcCDp9J9D43C7OobO1wL/mdXsh3P4lHjDQI0xM3wOYrATbLTiayNJi+RsgabiqAQbdPFeykIEBdtcf9JNAYCtp8VdJRGG3blwzwccKIhyNy3bmAxKTeLfqteAsqDBCzhoBnoNSWgdpHq6BZAaZdD2m4X3bSnn5CAbNN3e19V4zymiZQAKiA3AJKoiIBST7vBpvt49Kds+7ZLdn/t6cVkIgK2KgahZZjBpBruUoy7dCQpN2ixC0AZ8BS3MHp7+oCzdaxa98CQvWa3H6rdbFfVaKRlVXOLqyeSl/D7DV9yADKpm9r/fp+RubZsAlmtHYf6opC7W92IVjKtPL+2HKs1XEVKHf3LGerfCgJuyt149pflLDwGcxqnxoY4VE8/sQti4SOUfqByy7f3MEhbWS8ksA9VFnmfnHgpM+XBRSkn7mY7R8OEujEzXJR3GX/2IN9BihfSplzeUGQeU5Bu713omY38SzoiU223GcDINZBcfMMzDVPgWY7PyHPV8/18V9D+gjha/ogpRp/FpJuVxBxca/mXMIQIk4x4JOLR/zWj77C42lE/Nke5BPCTzYIbwL4EHD9/TvE1xvQ5QIQ4/riiGE3Y7OZ4b1IEtzlLD6Px1hBMyArcFdfXMoaZf0fBPg7D+clBDgWEsPEboBwk8teOQTcujFisxfHm7vfugMgsgz/zsO/C0DW8abZwQ9RpCSADHrWlVs2WOR9FFCukgknAxyrm7xE4MUhLVQWAxrK+3QaVreE+oGquNMrJ6BO/tYAsKe7nClDzAuARAjvPNzRIQ3Zj2gUcEsLwZ2UuWME1ddCJonpWiaecGLZjjcgyy0i3/BTBt1b4PA9wulWIiGmDXD4voT3Hu9ycaNMWLTkoAEKbBQQOQMIM4hdLoW5LpN5Bp52676ZBNFN2gYEsDcyiHwv2XbNkhI78phrG9AIcx9f8+lBTKmP7/5cLUthYC2IhQH2lNtyEOC8bE2eVuphuk9jsU8mT/O9BDLpJtYSMQ8AOypuBfX6nlEmzvKFXP5mR7jbTtdjTVm0Lc8AWD1mF1XN72j7QBylH2vQmnJtvkd5Rn17AEV73TDe9l7dc7e/WflKKc+ZK8MVQGl/sm1A7WcbJKY8A13Y9td297KLhOaD6cuWIbb1X2PcV+9FefetZ7r7vod6rGTTv2Omf6gczPaj4pGC89gRZUyiJJIM3TlQQ2Kx/UB1EamLwChjFgfxr19YbN/VASjvm/YRXfyngRtXc7JTJTt4AGQn0pAnTCju7uzCF/o8U25PbYNeZtcvLJ9KVpLx3Dl67+7YGmgmqnPwh6p1/pg+UMb5n9Rk3cIB8pJMS4BzCdMScDoFOMfYhRmJCT97d4XdOOPd1YLtdsHpUlzCYUy42p5w/PSA6X7EcDHj8TRiu5nBAA4PGxmwJw+/X8T1W3bxpitZjiQBVtC+08yEePKZQWDEJe9lBxZAa1ytpW0qQVCGizlrjhn7FwcwA/MUEN+NoCDeE/zNhHShDDBkEMsu36C6ULPy99sooBgQNtehSEsoZrCdGeMURbcNRq4nEBcvrHOul8o1KLPbzaymA6C1iC5UWW6kMrto+HKq5xBAJ5dZDwGtbq4TjBiuAOFAmDYsRoJcz02DAOj7HzlsXjPSSIh7gIMYBu5/IeLeOFJhXqw/ZQ7iL3u+gDBDG2C4z+VYAHqUMropG8Zlxs3lic4ak7GpVtN/LSu2Mqg3E5QFpwoOSOpIUVhnP3GRRVhgZiMHWj2tSl+sx4cG2HF7zzP2k+uzKI9eX8dUIzgKK17ZeMrMWAM+soEco20ri31KE9HT86+6hBMQzcWKvzCiZktb+gtnwJJBQ6yTbhNtsANyPeOt5zRyE1Nwy8qWpmMpiw3ao4sz3U23efZeQdYCyTT/5/uXrXutQ8/E2sZ8gvVfZaT1PTWa2959YmF5uz7T9G1074dp1zNZSQ8Ou/IVF23ongevnK9guF8UUZe/fje7IlbKAK4AOW1kLFE/6CVoUjYuVsM5fZbFd/xQh0yGjGPJZxuERKJtjlTGbJGZMXjLuQ8J2GVPZVdB7Q60n5XkIN5C8nOIu4ThzmHJbj3Ls9L5w0HAdDZ2LwuWBJTt2NJuXOnDpxZzay9v379WgPHZb1R/WyNsdG7W30jP+xAS4zuvS36f6SPj/J5S72LuuTRHX/SeY1iwLB7BJXx2ew9mwpIc/sFPJaz2cQ74/AdvcLU/gkfG/s+/w8XtAUs2fvvhj17h+y/fYQziVWOaApxnjLtZBkgSt2/7i5MYx2nI7AykC5i2dTl4zNeik/bBjGBjqmGm9bi6iUsOaZLALYeHDZbFY/lqKwPAyxOW64g0O5BjhEFGbb9dxJ9nCVfKJU/aRnGVp6jLr7SvTiAMIIkum5nM5/yyM2W9s3R35+qqfnWQs8CQYEJrc2Ho1asCmCQwTSK4o4z61vl/yqF608gY7qTM4d5h2XMFwEuWR2RwkQYq0oGLP0nC8syiVx7uK9jWMMBlsoMA8OmGEbPWMDxKPv4koNlFAYgSzhbYfpmjBZpw22WSNKDLAoEzLw7eME8GYPTMIyDfUxCWXNvGRYabhaGPKhOxgCtP6AVkKCjIXaPXd55tkQNngPGp7W1ly/xJ2rIGdKj369PqfEK1rOqJY+2cFnRRez8L1uyziNIftM30WlvHM+b+KQCA8+OWkbTH+t/VkLQEmunBXgZcJS/93ACJ+lklJsUw0N5TFxLaB9dAzlNJn4Pn0rbWw4ee0xhQrvUP8/zPdgVwfn5dMHL5O7tGF0f9TNy3kdkxad6Pvi+vgGa9DXJR/ImKsbUEtuGyWC0LJtR7MlCenb5vHLjIK4qsKtXf0sjmHahGgjRT42WIzPNsgqEYMqHZMQLgH2X8bIAuoZX+2MUFIIDZGaD83HvRf38OJNvv/a6kLZuCYQOM7e/roPmbY4qP6VebPjLOv8SkUfFs8o4xR/G5HHzCaQ64uThgiR6v7/cIIeJu2uC3vvcKrx72mOeAX9xv8ee+/xXGP/clGMBxDtiGBS+uH3E5TDgsAzbDguvtqdz3Z2+ucfnZgwDz6OFdwv3JY9iJlGK4jGAGTq+34F2Ey+Gr4yLaYj85uE8Z80wCkpVeOPVCUUjwlDFid33Ew5d70OwQLk6YLhYgErb7CY+PARwd3CAGg94lcGLEXQQdssgzSzKIACSCH5N46dDJwvjYPNP+uawxTqZccGDHcL4uFJznvJjI1yQSbXa5rg5o5FiMB4GqZSQ5xpFARw/sl4xYhTGJGwBM2Ygqsx9ZSiJSADm2/YJw/J7omYdHAxhZJAPsBbzNeyreKMKjsCaic6XCFjUTvTaLQw4jLsCcGHA5KAFFIDwga6klvzi217oFJXpgAbCGeSr+evNEqmCqGBIZdrEf/92cQSlJO5XrCsAxZcn3IgOmUjdqle1YM5EyaptY9tSWvc3EXA/57KI8F3/KP+d6spbLXmfayHQhUw6CRuor+mZ7b72ty4XnalRYts+1e+ZnqO2VRlrXeuO87fuk/Ydq926bQds617GAem2j3Ieo6wcl8qSVBDHO+quVcazp5MvOir3GLpSKn11urqkN0NY3DVUza3ccCuYxwPQpGYT0ebsSw9lnIbe5uY7Mb8072+nJ+7L3Oxo2vzO2PP9/7qIwjwE5hHXccmGIgapDLu4dTcAbLXcKeeE91Zvpwj2pm7ccITWNtY3SIGC9eB9xEDZaFw0wz9mWWd2jqqY+T0Mx+3wuhrNeQmK76IqcTzpkbiiV1bkcQ6BvmF421vfDVbmF/bzyLnfXNrIMfX6NRAOF5KoA+wMDzh9YcX6d6SNwfo+pB8prWxuJgcvtCW/u95ijx83+gGkJmLKsIPiEwSX85KtbfHZzL+G0xwWOGBfDhNfHHbxjDD7iOAfc3B7gXcKcPDwl3E8bvDtuMA4LYnIYg3iuiMlhf30s4byZRcqAIJKDYTcX13EuR3QafcLpGECjUH28UHVFx1nXywwERjoEHBYH9+gx/PChhAxXDxQA4DcRBGCzFVnHfDfWACqWBVBjwARhdxWpaEQmdcQPAIHhhiReQPTFzvIK9UxQxuNEYs9oJn59ZmQjGZbrqQy6xADPDnzyoImAbRL24uDr9h8ju4OTqIzFQ4QXwxox7CPEjeiRVXvsTrl4gwGiUfXQBPfAON36AiqXrRSouAejFpyU/hd0YgEQ60TEDpivgM1rgHNwFW2PMlH24CUDSWV/e7ZXt3H765qU801jniR9fpwzGsPAflu8AHFGkTLYvBUUNDpmuwZKK0B+hRyydS8s95oUwE60tq06INYndgKei765n4gb4F+Rkq2rW7gtE8sxdVe3ls4kGQbo1/vVcheFUu6HpS30pGRAoHlWZXGifcKjhmrX19OC56aQbVntAsSCt363oF8wPAeayzmuXXiUMtkmWitjub4+XMshnMklYAD5E2VaLW/fL/t3Kn9Ptr/rZdRdbzCfLFIr06xuHlkHSfMMCxOqxpnde9e/625pjVbdXCUSdRxEuSEH0SjXZ8ngkI2TNZPiL5+aflMWZBk0gwF3dOANV5DNda4oYNq0R+M9w7ZXL0UzQPecaV4B1PY78Rlgpu6aM4Y5X6Oeoj4k8PxRqlHTR6nGLzGtdfrBJxynAbeXj9iNM4ZsGHizO2KegvhqZjF0Oy0B+82E64sjHucBU95P+/7lHe5OG/xz3/spphjw6fYenhKCS9gNs8gkosNmmLFED0csDC+L6zYiYJllzUQ5CMo8eyQmCXyyYfAo7tywEPgQBDRnAz0Aou/dRNCQ4O98YYjxyQmbUWbL3cUJYYxi9HhzQhgWbLazgPZIcPce/t7L9UBZeQOoMgsgG+mhzkQLCXi1E01mhst5icTDxewqEw2UwC6F8CNkkE5FvlF8Shc5BvIigeqkkghwwPDWC5ORatAJUN12VsZNgpyghI1lDwx3GTQGtO639M8Lgz1fEpInTJdSnqs/YoxvqW47e4hx5qKAR4yIUuASgKS4xeM68cyXkn+/7dxLLvRYwzqSubc+ptH8ZsBaL4vQ3y3AsvVeY5ULC+jastryWrDcSDgMOLKspxq32XuXY/nvTF/bp/43KyHRib5pt+zn2Z23y9rOQbM1DxRvK/Ya8XfNjW/ucrnef63M2qYr9212EAxwtQuONZmMLu7KszUGjwDOdhNsX7CLsGZB0pWrvR+33/s62u+lDFwCYTR/MP1rpc+ubcVbFnptp/68YGjb/bmyrvQP+67Y88ttDc5TH8xuEhYYLEA17rgYWioD3UhvNHJoXrBqiHpi8zytdMlIJMTnPupYnY/HXarymGw4zdlLk8o+gCrf4qF2shS4PLM0cNvvdLGmcrqOgBEdNedxTzwzrRoD6t8aaO7fD/ug+z5k+kmRZBRjv/y/k3mInDDMjhjkEsgxXP6zTgM+pg8vfQTO7zk9t0IkYomUl1+IJTqcoscmLJiTE+0vSzS9YYg4TOIZYokOMTn84u4Sr95e4LQE/IWbrwAA+zAhscPWi8b5fhpxfByRksPjUUJqHU4DTnOA9wnzKeB4t0GaJTiIG5IA2UMQQHkIAkoBeJ81zUMCjUnAaQLckOC3EdvLqQACfzXj6vIAADIQkAwAPqQCgIesbZ5nj/ndRhzn75Po4YA62J7JJ1Bn2Cx98Mc8ki2ElMsFDY+dSLTTkWqAlmxkmO4G8KOX/9+OSCdxh6deRtJDXlDooMcQllnvQcD4yhdapADkMYEHRriTwTltUjFyKpHPlEkeGP4oLuXCIcs7tIpe9L+qHV0ulHkGtm8Y2zdiAMhUGWtlxeNW/m+8SqiyxouBTTH4yvIPaxSYBlStYwMYzF9OGqGwTOYmHwtyy7Gzl6H+ZtldBWpyE1RdrNYrX2elBQrygAoA7H36rfEzptmCGPO7urSyeawBvafSKktqywSTVw9iVyds+UueEAdqgGYjVcntYNn1p1L/nC2YLQyk/pWLanka5rmrE5AXIZ23EK3vmY7abpFbsGgBdXOB/v8tWDlbRtve9r79ffI9vo5wa57zUyC6P+8p8NyV9yzwDK98NofK5U30PZYxwjyz8pyGuojMp5Z3XLX+kl/9nFSHrxImz2JQ2Hm00XIQo4z1ReKh/pibNmEDvM1LBLlHCToFFBkcJQIPqe03IZ+bAWsTIbBv3z5Z0Fy+rwDm7jfKxBSZoFjqKaMA5swwrwFm+Utl/vyQkpBZ7+/vu5w+SjV+xYmZcL094WEaEXzCEj3YJdxsjng8jWAmvLrfg4hxPIzFO8XN1QGfX99h82LB9XiEI4ajhCkFJCZsw4zjKUh+R4/j5OA2EcsolMJ0GuB8wrBZkIaI5RSQTh7kuUYRjA5wDD8R5suIZfEYLifExSEdA9xOIgqCCT7EIu3g2xm3lwcQMa6vBTzPc8AwLBiGBQQgzh48SmCS5asd/EGtqVlc3QHtQKQDJ1B0zeqDlEdGOgHhjcdyHQXQKxtsX8gEuMnlCFZRdMlRQDWTeJ+YA4sUBQC/GjHcO8wvokzsu0XClp+cGKTcZHCd2RB/55H2SVzmzQ5xn5CCk8HcZX+nCxWQqgBCgawY6nFlEVHB4bLjDAgJy062PueduKvbvmLMFyTg+yIT49o2hakxgDNPhiq1KBH3+BzcrvmSBVCZpcw0KSDjgMK4K1gr3i+0HF3+RTZAOQ91a2YlNGbL1MrPLQljt8ctw63la1htqn1jlYU1Sc/1B6r66Ny9mnnWAMhG/rB2HwOAbNs2zLy5/+p9NJ98XfSUdatG+tEvAAzAsqBnDfQ3hmG2LRSUazk7kAyg3Y4n6WvNIowM7uAKqphQ3cx1eZY6aHlNf23q+nUPdA1wE8DIzCeoZpW99DR9y0QGLEDbLlJabFeSvGtUQTfV9tdy9N2juR6mbzi0i5fn6gcBJmQKV5jmpXZkWvKYlBf0dthVOwdd1No6l0Uqo2Gb9T1JQeYQLCJLowyUZHyg0sYIDDpReSfSJiE8utomGi1WPYBkF3Rp5Gr3AIjGGZCdQzUiZxTg2gT56t9Z24YNENZjXb96AnSfGfwBrcFfztdZNjqfY/XN7fHvOLr8Jzh9BM7vIcnqERrvogmA0nf+xMBhHrBE0R9fjBN+cX8hUop8znac8e5ujyFLHn7re6/wyfYBOz/DgZFAiExI7ODM2z8nYa/HmxOmV1ukxeFdfnHjg/hRdpezsKwLgXaxuqfLkf/cLmL+PCFsIkKIxRuF20pZ4qMAaE6Ei/0JD8TwxuOFcwmvfnIL2i8YbuQaBnBxdRRXd9HB3zvgxwfAJfjkEE81cmAFH3VUIp+N9BzDvQugSEi7JPkEBj16hEP235nLMtxJIJI0AvNFBOYMaCED7njvcPo0ymQcHXhy2P3C4/ADMfajfR6VMxhVpiS89cViPF5EDG885l0EQkL4coCbgfmlbAeObxziljHcOfHhnD1duFOtmzNaQQv0KLdBGjiH3iZc/DGwgOBnxv4LxvEFYXhHmG5FllEy0Wb0ACUuetk0IPeXzP4YjaSmM620TrIJDavMBEAZYM6TYTKTYPYS0mgmO9aSneShrFOZCG1ZqJxeqmfZZe5GsLNdcWVezX1bdsscN/XW31WP3fhFRgembb26/PTeiu1K5ELNS/Pgtu0b5nKlfiU0uhPXfspwFqDRtacaI5IGiNDQ3dS2WTESs8NWv8Ay4F2BsEYVVIB9ZsCnxxuAguLK7ql0tvPRHT9LayD5qeSQQ6rWd6Tkr+COuIDf+uN6GZvbloUbN+3V7zyU/riCkSj/ox52/jT1U/kUgDL+FcCucgvP4m9+lHDZBagzCkNr76+schpy2+Q2KUA3I/A0sBgFFm0zsg9o0TgnyHjBA0sArWx/UXzQ6ztmGOayMMu7beobuvhx1gcy6CrePIy+vfRzs5hdAc1PtbmVY6yBZaq9SvXLKpVUXNAD56ZYHxB4ZuCjxtmkj8D515ASE4JPSEyIyeEqe8P44fU7/PzuCtMS4EMUAP1uh5+5K+zCLMA5D0oRBEcJjsRDx1enCxyXgLvjBiFEzLsI8gnOsUTYyy9yegj1zdToSQD8xdIM3svJwwcZLcMQMT0O2Y8zwK9GbH58B+cSvGfsNlMJNvL27R7YJJE3mDrH5OBcwuHLPfBywTaHxT4dvfhf1kQQfXGhW0w5s0Rjucpbcg4YvgxYbhKGdw5uluh3cctYdoy0ZWOcJO7chHkTQEuLDOA8Ofi3AdOtlMNNDryXydLdBfFXDZl44j7JluRMYNXtzVK+tOGio4MTHfJxEKZn+wVhDlT0gj77Co6DzmIZBBp2Sva09Dfx7SxaP9FTD48MOMJ8lWdgriy+ZdGKlCFP3Mo8l6h/GdRo+wMtwJMDKOBHddOIEPCsAWkMeC/3NF45LPtaAJF6X3hqTFbQbQGrBaWmXuV3mz+1eRXGswO49hwL+txJQKE/nl/fsMl2oQE0LG1lLrsy2fbQfAyIOgtiwvV/7ctnv9t7Z5aScj8q+EGfYb6OGI0+v2kWbVe91shoSK9PBjTbcmidc1kY9RzLJJbvzyxAmmSA6LOp+/1ZYnrthwKcuDnULLrsZabM9pzSn1bZcrTt1tX7bIG3Uq/1+qASCan6ky99C+azAtU5jxn6zppdojTU8QXa93SRnlS2IWMqSBb8GjQlmcAnlBigvPOXg5QUg77sN1p36QoZQNI/aVbfzFo305a2jZlLfucraa5tvba18Rxobj63oPlJd3IFIKPIL9aYZQuW9fgHlfr2+jOePgLnX2ESQwD5PPqIKXqcoi/u2Y7LgGnx2AwLTscBb19fSBS844BAsWGXPTEiEzwxHBi34yMAAeWv7/bgRxEXRmXnSAYlDZvtdxE+REwPo+iuxmhCSQuYnA4Dhu1SDOXcfhHXcu+2GIMgUtVj6WrUDxGXVyIlSflYTC4bBDqE6wnOJ3ifkBJh3CyIkZCSk/DesbM2yiAUiUCTQ9yzWFB7YVnDTHCHaigHCFBNmzpw60BIOVIhB3HFlPZR3N/lsN/xIgEhIY1JxtbZSRCTQOAxD9h7Yandw4A4SjQsmoTNTjsR6fqDQwrAfMXF9VoaZCIgL7KLuBHgoBrmoktWUKAGWUb3OV0BwwPBLQw3oQzkwzvKEf9kUoIHsAizrRG0lPlUSQUoS8K9uUe+T2FHLajWreJ+PM8MUQ/sGr1qD6QMSGrcYNnHbj47jWKGmlchl/QepvxQqaNlSS1w17mzA9t93bRM/mjAqfEocVZee3wFBJXy2d8taKTzutu6leOuKwOZ8xlFBtSnVRCW83FLNVAt74ypQy/JaKpFApzKc2JTRs2nkwA1z3tFu35e6Vr3ZiEVn3DFtwKam3qY/Hq/5Za5tDKNs7KtLBSae9sy6MKhk72c9Ycu+6ee9TdJnCVuvQcMwPSFDrRzHkKsZCsFzv72UQ0/9T3QRS+JgR8pWGcZZ7UO/qhssnn3cj/RMbS4CQSqTUjuzzwkNCv9/B+z/pZT6toYaMFyB37P2nUNKK9c8xxotnIMMudb4CzHqtZZv5fbZKzwEap+mOkjcH6Pyco1AKz6cbZp9BGDj/jF3SUutyfcbI743jXj7WELAMKEXs54efOAYxww8wkDUmGdHcl2VwLh1ekCc/S4P25wut/AP8pskgYU8IbAYiw3MMIggVeG/YQ4C+KMdwP85SJAehuz9w35bdjPCIOw4PPOw+etM9+5cdtsljIQaFNMp4DtbsL92x32V6fCdJyOAzbbGc4BnID5MIBCyuG3s4u4RMDsRMcWGO4oLoviACAJ6Ew7RnoUpmK+EQBMiUAnIO5TQYHu4JC2SbyGqCHJ7BDeOcw3ETDbsxrgxB8hDO/1IuVw0obxWvaY06eTeNyAA+0WpCDt7l8PslMYRKJxepHnyRMhjjIRjXdA9BLUZL7KDJAxFLNsLRhYLhjsSKJtLcB4J4y6i4A7ySyjchAAAq4ngouUvXkY4KMMEFdmx+50FgBk7u8itWUCqr/XDlg2elnCOavM9TcLWnqJCIAa/MQZoIM2r+Yts2yvftZTDciyOmorKWnAoQUVFgxqtjqBo/2tYfB14WHybMCxOa+pRw8azbnNgsGel+ubBvm/YYK/Jqn/5fKdu2fWtUVhNS1w7Z59s8VvA9jYNlXGMY8DZ/ddq2suX9mmXztXi7RS97OdFnNeZde5vgNr6ZnjDUB3aIGqeU5P5uVQbAdWWfeV1D4rzjrlDEb1meT/UwGlUkHSxSW6RQRQDAw5ZBAdSXaasrGxROkDaFamuQJsDbQUtyxyOgfEgYv8QgOh+GPVJ6urUUoosjhaSOavbASuhn9sdczWmE51zZY55nxcH8waSAawDqgNYDbXqzFgzzJXd3Jo9MuWYbZSDAua3VP96tecvusGfe8zfQTOv+S0tuXCLAPDcQ6ITLjZH/Dq7gKJCfPiMUdfVrFp8vj5z25xd7PByx88IvhZtM2Gcpvz98OSKSNixNtFpBUAUmYhacoD3gCc3mwx3pyQooMPSRjfi6UAakBe7Lg4gCDA94+ucfkXTnh5/Zhd5hEGH4tM4+Fxg5AlGMElcMqR/BRIT7leEK2zuKYjxMVjeQxw91kWMSQB+I+DjHfqDzoS/IngZsJyKeBYtiKfe/qYAAAgAElEQVTF3duyz1pkFg1cvEzCKD8E8JjqRKGsVTYUdDNAswMSw51kEJ+vE3iTMP1gljwcZ3d8DDwE4FKiirjAiFmz5xwDo8hU1Ddx2ojemSDgNdwReKACaAoT5mWSeIo9K9bvI7BwnlRyPvqXBoI7yQTnD1Q8VehkpsZ9CXLcn3K+g7p8ymVxddJr2eF6joAOqr8r8MvAoPc13LCnCpp0DlszejK/a/s04Ltrp1WgtZY/n/+uZWtwvb13bg84M3loHZ+aTEzepIuglc2URlriurJ+C8DWgHGzbc1RfqSnZj2zSFK2uvfH3LRTx+bpbnQyYHot6mC/0LF1sIuzZhGm5z5T96/bPf4mco6yAMosJwPVDdvKomUtjyY/C8CdqULTwZ643oLZHjQ/8dzbsnBZ4LU+metgUxafDijyLgWyKsdA2y46NgkoruG088guY5zpvzzIuMwjhAghzi4585hNOR/1dpSDmhQdtu4gOshckIOckMvG1oBI4rTvKGhuvDGtLDp6CcZK+50d71lmbRcj1yissVsByVoll1YBcw+UG8zwgYLoP+vpI3B+z6lnndeSuqVT1jYx4ebigG1YMGyPAMSH80+mF7h98YC3b/f47OoBg4tIHbJS9jlQxH6YMG08Hvw2jxkJ6rqHI2U218FvF4zZ8FD/1zTPHjdXjzicRtxcHPDmfo+XVw9ITDh+eixAWNhuALkep8Vht5tKmZYsvZgWj81GPGtcfXaPGJ0YK0bC/HabwXoEjUlYh0DgjQRPYc/wbwLcyWF+CXBIYO9wuorgUXxNk4ZvjQ7LTQQSMLzzmG/zrDcTwoEwDxAPHAlwB5cneWGxp5cJ/sEhblE8Y7ijQ9xFuI2GbZPnFicH7PLIfQjgq1mCsOwWkAPSREAkDPeE+UrKKGxxAhJhuczAfiDEzK5N1zJxpYBGnlHAmmGASvCUE9XobASEAyHN2ShPt8ypk1sAAqCMVbyd5GmRaIRqjDS+EwOc+TozSwvB6Xatt/5QqW7dGuBcAFSew1QLyb5Oyr2ngDX9aFNGBaB6nWHKVvPRdrSAeeW8BuCstk09T6M8+lNuf5WG9KDJLIqek2tYFnZNkmkZ2rU8iku/7rwCiLSi+mx6EM3I3lFQ2MJevtBv7ds6Nf1rRa/eyySs0ad+t3n035u6m8+1TNk4FSu/PZNK/cjUCbUeJZ+VPtl8f+JeTwWkefL8vPgpLuTo/NzVetH5glvrpnYHFKl63FGbEQNi9X623pwlGmnk9r10QAoJbqa845dkTKUMmF0GtV52wtSAD0l+Z8oR/AiFKdaATzzKWKPAu9ihFMkZAwG13AqeCQKenamP2oho3197f1aIreZ5G3CscwAAYehXWOZvwjBbsNwyzW1ZPkid88cE4Iy3+ZjeR3L09dstqmuW8xlzdNj4BUtyuJ9GbMKCMEY8HDb48eev8XL7gNEtcIbOUQ2xzy/Y3SQOgfeXJ/DkCuO8uzrCjVF8Ix9deYGHIFKR01GY6pQI3ifcP27hvUhCPrl6KGX85PYeMRFOc8DDacSS9cjT4jFNAYfjUOq0CREMYMghtnXc8l5+j7PH9uUxSzUYu4sT8FuPoJtJjAVz5EEmYH5ptMgMVN+cAkz9weUtvTy4xTz5JGFtln1eQHiGf/BI28w+75K4wlPWbx9BuwjczIifTvC7mAdIAAykSKVsAOCOTtppJ6iKSKIYjl/5qlUeU9Ea+gNh2eeJxYlxYMo7AMteB3mtHyoIMKBOu1XKnj7iVuQZcRQgqwENSmCDDMZEA56NJTMgjyOKr1Z2Au7jhvMWqvzODggPBHei4mIuhZypBWyu5lP6+Arg0DxskIxSV22z/jhQmNkCqAzY7MHS2bY4VsCaAbnaTnrP4jXEnqssPAtg9qf/n713iZkk2dKEvmNm7h4R/yszK6vq3qq+3X17YDQgFrw0IFiAEJuZDTt2MGIBGyQYNGLDDgmBhBACNiONxAaJFRoWLHiIBRsWgzSMRkCrhWYQTPeduvXIysz/FRH+MDssjh3z4xYef1ZNZ91bdzpNiv+P8Ie93N3ss8+/c84pOK89TiyADy332TzrADA2r5NjqfoYaY8utFD91kVZ0dKbwckCw4VEx2O1L2oWf/WarwBk28763l5IMwxYlwNMH9qFhk0WPJ1L9fWot5+7V+p7Eljmca7MnOcCazDkrc3KOQt5RH1NzOck6Vug6hlStrvkoUFAFJTzfG65honyW6U5KIkaF7qJFveDG7MXDgb8gy8MsQYcISa4o0NqJcIqu0wiQPszdw5lTx6Yx4bUpbIo5yYv0JU9z30oAJlLH5ywwnbhZft08Ux+B9CseStopgo0Gz/MVsds/TGvgeb5+/yh6iPV+LGgVSpvlt/X550lEv2MiP4XIvoDIvp9Ivq38/Z/lIj+GhH9TSL660T0Z/N2IqL/goj+NhH9H0T0j/9QvfGBcf4VpRpIpzwSNl4CnVxvejyMLY5jwBg9Xr25Qhw8fuunr3F72ODn198u2OZkbrzWTZgyvTFMHmPWJcMB5JOwvAo2HTA+tBjHDpc/fYAHcHV5wHFoMA5CeXJyuNz0ZQx5OHa42vRgJozRiza6mbA/tmhbYZNV08UsAVxefXmNq5eP8CRO3hMTDocWRIxuM2KzGxb9oa7q0iCGepgcEJKAWwC094BnTDvM3hsaBo4CkEvYbsbSdZMC5DyQxssItAk4uHmwTSRstHr3UG2hmdHT5Epob8pa6HQzwQNIo4fLvqDTY4A/iCwjZjDv9968Pmf4owMHIDxktlkjZxED2Qe0HS/LW0edd3QiT7OGURcT1h+062V/3HAxwNJgKwVsJOOzlilrlhl+kHq5kUp0Q9FMSsdqJERuAE5ZP53me7IwtGTqny+J72ctrUhJ9CawN4RpvzHI03acMKHAcoGxMt8s2ENTzhpQW4B3cwznbXndJuw8YcnumnrXdSx5miYuGFZz7WuSzGqHF0DLzW227DrB9K19A6B1oxWDQAJOAEfVN8qM16DX/j47LVY76gVLyY8wa58xl2HvpaeY2ydT3UaTVw1gzxrnmePPpcXCsSw4qIDg0lfVPbhcqPDyYLtd79OVe/rkLYv2WyYjtDzr2rHkqUPKMLuFS52AV4rZniV71nCDyLxSJ69daCJgpGIoSlNmukt/CeilycH6fwfyGNManYjD/FarTuX5nDuOmjRrmBft5uoGqtLaQkiZ5rztXQaAS6Z5yTIDOAHNqPaVZv3YWOZfb5oA/CVm/htEdAXgfyei/xnAfwzg32fm/4GI/nz+/c8D+HMA/sH8+acA/OX8/72nD4zzD5iUebag2fp4BoDGJXjHeBxatD4iJSeeMnwCjw7fPuzwp168wuPULtlmiFGgBdCbIOzucN+WV2DdbsQ0BmgIz81HBxlMuoTHuw1ub3d4/fU1Nq3ojZusUfZ5cPjy9TXaIB5A7vYbOGKEEHE8tGgaCZISk9xGKbqyilbQPCWH+9utSDu+3GB8bAQgp+WtF6NDOgQ0uxEuJLjNJMFZjg7h1oOzPII3cX4dNxLQMNJW9MjSwaKl46xJ1vOQGRN0CRgd0kUUd0jIE3QjzIGCU5f9gDonLv1CF+F9Zhfyeb4TOYhrxEMJQ9gXsRRHHripTL7xYh7YU2B55Q+RX0hFMjC0k0U1D8jNg6K/TC2bDxZeMjigGAVuXpEEncl+a8FU2Cd9Pe9GiWTojxKilybK2msUF3pFH+kzCGcDbHUy0T404Lm0L7NbzoaG1gkug4AyqSug0PMMoGWHRaQzYK6HZdk1fHBhPLUsZa/CnHedT+nwNSbYnLMox8/fS8Q1OvOxDDGq/2ZhsGCCaVnuWYafzLm5LBupTetvDblmRq9aZKyA6hrslToU38DLflu8KSgdjaWnFtO2uh8W5dl88jP2TrZ5bdu5cyx4N7Km1azX+mGt77C8dvYeL8WetJ9P/+eP3nOlvo5PnrPCAuf/wPJ/Mi4Ny9hjAhypb+Sksgk1ElTWuXcSAjvL0Wy1OfddAc0LaZW47BSPKOKnPnXCcltddxkHGUvDP8NW2z7nSMWo+/TeNReqfg5hj+XZ4G8R+Q+LENkWNCu7bMNlK2jWedeC5pphtqxzXb0fVeL3/HlXccy/ZOa/kb/fA/gDAJ/ns6/zYTcAvsjf/yUA/xVL+msAnhHRT/84TT6XPjDO7ym9y4PGu1KXQe/LS9ET391t0d0cC8D8pHvAyA6dm3CIDcbkBUgTChOtAJbaBATGRy/v0YUJX357g9BE7DY97h83oDbBNQnx4BEuRnAGss9vHnEcA65uHuGI8WYvgLcLE+6OHfpDg+5avGaEneSVRofQTWgz49qGiGHyomGDyD8AudPTRuo7TQ6bzYiU3dQBIuFornoQAc4zUqTM7EK0y4GBo3Y2QIMDd1Emh01cDJSFhZlojkbnIEYmDGGcAZBPgCPEK9EycyL4djbrD1lmoq/LplGQFycB2D5EkdEZloM90H+U0N4SYgvQwYkm0EzEKVuPT5eiJ5Y6G/aBaYkFzECjAIQDgBElOhtM/qX9LOCV0sw0E4D2tfixjhuZHFNDIj3wAJjgBpnI3CDW8pzBjU8zWxz2wjq7rDFnj8K0M82AtDRCPSpoda1RHKMA95N9NlUAk+wAbI4t5+UFRjl2JRVPD2sUQgWyCyC3oMoCHyftdoOpGy/zW4BbNv9NHifRG4HZaM8aGRoAyVX7F8BfgQykj+29RXnhU0e0K9lzlZ/JlxZgKB9jvJ/oNV0AQlN/JhRvDmXhZMqfG1S1k2ThWd622DZ/n2QWJ4tEpt1r+/Uwc50WhDCZS1pfH/N8n00W4K1VmyAgU8czkzfnyhcAytLH6pUGmO8ldVloF2DleeD5OPZmERwyUI6Qt006biVCjt9XpBpxY15xeNNBurkYEubxmDWqIIptTnm1YG9G2zf2v3U/CizHhrW+PLnulmXmE5aZgD+2nrlmmS1YtulPCPP8koj+uvn9V5j5r6wdSES/C+AfA/C/AfiLAP4nIvpPIHfKP5MP+xzAH5nTfpG3/fL9VvsDcH6v6V3g2bLNwc8+rxIDQ/SITJiSw0Uz4NmzRwxTQIwON80Rh9gguIg+BcM0O3iKcJRwGXo4CMP7s995i1/c3uD1mwukfcDlJ4/YNBNefXGD5rqHayPS6IBIGB8bvPzJXan7RTfAkbjEe7474A2Au2OHZ9sjmlznfmxwtT3mQC4RUxTWuduMiMnh7f/7HJvPH7BpRxz3LZocdRDbiN31EYeHDqMX8BmCrMYPj22Rk3AiCQ2eCNNLqQ/fteCrCZgkBDZvxKCQBwcKmSnOjEi6jKCjKwYl0ukAPBc9ssthWh0YdCWeQWDA63jXovloyv0CxMnD+4RxH9A9H8S4sQ9oNyOaX3RIP0+Ivcf2lUP/IiE1og2OG5LXmEziSm+iEvpW3cAV2UIhUuRLcYufJ/KUwZqCXAmYMk96cMZIiGkBiFLDeaIDhmsugCkcSNzcaYCBrHu0AQiISLwmBClb+1O8cnAZ9cdLllDL7Qy6yytiBZoKJCxgygBXDc7q1+Mnb1kN4HlyqVqB0tLHKyctDekqEGa+l+113rpQUf/aC48Gpg1mUVDACsyxWj8yZdiy9JjqFf0CU9RtVCAIeXugTPNqGyuAegIuVxYCC5Cuu6yBawXiF4tAXYQwZIFm2nzSD6bc4maNgHcBzdVUXdMaePOZflg2cs5rfgZnrHcCmteY0rVEZ+pjn3VguciywLx4G6Ky2FosjNwM3oVhni8yh/leme0iBLimTZa8JWQvTRCvGU0CjQ40OvkeqQSNWgDbaoFUjAbVy4Z9AwUsZRfaId7cPDVILtcqH0vm/HP3hulkMtfpXdIMG8jkuxoAWm8aNWC2QNl+/z639A+aGD9E5MBXzPxPvusgIroE8FcB/EVmviOi/wDAv8PMf5WI/mUA/yWAfxHr3fWDrEA+SDV+Dck78X2s3icA4KIdsAliHDixw7aZcDy0eHG5R58C+hTQUCrSjOAEMDswEjts/YjWT/jJxR2+Pexw6FvR5e4mPLze4e5xg+tPHjB9u0W8zbNnI4Pr3eMGzIQ2CJt8GBo83x3gXULfB+xaiViYkjDTLy72cMRog4DmY99gHD2CS5iiA3cJXTMhJoc0eoQQQRBpw9A3aLcjnEuYxpAd7jPSIQiYZ0LTCmh2juGC9BV3UQbSicDbCLcREE/tzGrQwYs2miGsSGC4g4mukAfoNDkx9MuGjDog6BOWkpPQ5HngJkIxApHjRdMdmoiUCMPzKNEZe4+4za8csxGeGtr4gxgq0iSTvrI8qcEsDVDAoK9Xgxra5H0ZpCY16jNSBTX+ARRUcWH9UoMSAluBMRNAmQ10g0gzwoHQPAoaXQRlyQY/KYjBoEaKcwMVnS/n4JTKoKeGkTzPr/2NVMKytrNREeaJz75iruQb5VrzDHgWedp0Zshcy6scX38/N+zW288BqyqPEw8bMPVXMKzfLYBEBSSrct41p2n+RWrizafSc6/WTetg6nj2ONN3Jxpcq73FSttQHWvLq0AjLGj+vsmUW/fdop/XPub88l3vWyyPs0zz4m3D2vXSa1+duwDNGpDFXg+b5wJI8ux+U7flBR2r+0nrnlPr6bIXCze7nVO/4Fop6qWiEhgqj59NEpCtPpSdSO0W/ZW3k0rnHMQVqC4o9JPrUv7bduhi3RoILvoxG/WZcOd230k5MKB5ZXAg/f89QPOc7zpottWyUo1aE/3jQc6/nkREDQQ0/9fM/N/mzX8BgH7/bwD82fz9FwB+Zk7/LcwyjveaPgDn95y+qwuZkA3mFIA6YrQu4sV2j/3YlLw+2d2jye/U1F8zIJ40Gkrl99aPeN7ucdVIIJXffvEG26seafSgJmE8Buz3HXA15tX9/EQOd/Ie/4s/+ghfvrrBm28v4V0SIDwEXLQD+ujxuO8kpHZO+77BOHnEyaNtJziX0I8BtJsQfMK2HXH5fI/93QbDGMCREF91wtyOHvxNh+OhFab75R4XNwe0nWitnWMxVgTgQoLPWmW6mOC3E9J9M/c1MXDw2P1CDAhdNiRcDDrqXJ8AjOK72kZ2AoAQRKvsgwR/UYNHAPA++2n2LFpnAnxICEGMEvnoy6REE8EPNPs8jpllHmbwmMzEJYCmciml802a9xXWFgqEZHIoIa9rEOQkuqKAWANO8zkKwLVeEqo8t0EnZ6sPdjyz3JnxVtdsTPPcl5QNz+BfJ6PaW8HiFTGbegMFNJ4AHK5+V+nsa3UzTy6OWQHHq36ltW4rIOrEC4MBNid1WJFhaB4WfGr/L5jHeoFQA7karNV1x3LRUoN1W49z59o8aoC32l4Tta5mn63XB/mC1eu7YH1NWbySz/cixd51rC233m4XbboYqfJkBXfmrcyif819ZK+/3Z4CZndsjmeDOQM0a1d8sL+tLESBaqLiG1kqlT+Ol4hA+1V92JvrRAzEi7iIzkqjvOVjJTUmCThVmHYdg/vl20Bu1Pch5v9afh5fywPs5o8llOd+zhrlk6A46yBb5gCzX+eEvJ2ABUj+rqC5NgKsQbN+XwPLCx30D0OY/r0lfs+fdyQiIgib/AfM/J+aXV8A+Ofy938BwN/K3/87AP9q9q7xTwO4Zeb3LtMAPkg1fpBUGwCu7R+ix1XX4zgFMaZreny1v4QnxiYIW7vdDnh9vMBH3R7bZkRkkWg4SMTAUMXVPcQG+6lF6yK+POyEtW1ygJKjx3QIuPjkEUM7IUUP5yPGuw6IhPt9h2ef3OPQNxhe7/D2sMHL3R6bnUglHo4dfEi4ujwAED314bHDs2ePuN4di9TjdhD5gvZBjA7NZkIIEf3tDtvPH+Aco20j9s9GbDZjCfP68HYL8oxuO2IaPdLg4TfCgk+TQ9iJzCIOHu5yLBEL0yFg81XA4dMkQLTJA736lPUsE8VEcLsRqXdoPpqEQQeK1i4lQggJ0yRstPViodet2Y0n19kdhDGRQAFA80BlcFDjGIoSClzkEJgNanTCQj4+zEYzMzIA1PdubBl+0KAF+T9leUXOb+E9If9nlbNAjP+mC4aPUnbssi/sHISF4jJACzkA+mo/zawzZ71qarjofUsAgwyuS8Q/A57dSCcDZy3HYLNwkE42IOzvYS6pH0XiaptdZ1VlnLB6Zl/xV21AHuX8LIhaA8wndXiivudA3jmJwXdJxYtFfuWvoE3rZRn90iZbl7XrUAFH0ttc9bIqw+Ez9Sac9lMlR1iwuBb4f9f7Qo9lLM5brQNX59Tb8n8GgHrRoff8CvC3sqCTeukxClZtPVUjbsGH7RuXfSTrs6J1qC+snpO03kvDPDjI2z31/UxzflRc0WUjv0FuEO4ySI6E4iavsL4sTLTW37KpZH4bz0alMxfG0hlk2v26y+SjgJhNB9PycHOiaWO1XTXNS7CMRTATyftp0LwmzTind66//3jS9xhc3k/6ZwH8KwD+TyL6m3nbvwfgXwfwnxNRgFg+/Rt5338P4M8D+NsA9gD+tR+qYh+A8w+Y1jTPLm9rfcR+bEQCYY7ZNiMcGK+OHdoQMWbpBhLQuQmJZMR1ZkBI7JCIcRlmF2+vDhfYdiPadsLD3RZgAg2Ew77NYbIzi/rsiJRI9MTJIU4em88eS3CW691RtNOTh8seQBITDkODq+sD2hDLwLAfmhJQxa6ym3aSCIPbiOBTqfn26lgGIwH5CaGZFwMUEkKIGPsA5yWKITmWQC7qnWJyaF4HDM/S7Hlgm/OYHPhCA7wQ3PWI+NUW7pNjZrVlFI+J4HxCig4xzhQoEbJkJJXrOO4bNO2UQahsk0iGEZsvA1LHhYVhQgkpyx2DjjRPEnlysZMiMYBoGCIvxj4S9S+/FiWWADsKeCbRTScdaB0y832av7wWpcIkpexXVazZ8yEZ+MbsSQOYQYHLgL0OjmFB8sJoK9cRhOKeriwO0sogzAYL6LxoQE5d5jkmcDVVQGgVmFZgt2yvAHZdZ1tuzWovTrXYZcV93Uk9K4B3DpQ/CZZp5btdk5WZHCd9s7aYWYDq+m2BHpNW8mdhT938OK7XsyqzrvdamxaAd+2eWPttQfC5a2/zrPcbjFlY4wo0W93z2huU05ulusmrcxTolsh9K+1Vo2yovYDaKaj/duLitx5AMeRb1LGUy4v+YnWlqQbNGWwX/8zAkmGfqrqbMss4Rfmcyc0MuPaZeagU9C5i9xCDdEHglh3Bljyorst8kNmhl6Bim0GzIaB4x8AJy6znPaVp1iKc2VcfuwDOPyam+deUmPl/xXm0/k+sHM8A/s0ftFI5fQDO7znVQLgGzyrPCC4ByaHxEW/3W7iLGZxtw4hn2yNu2gPabJA3sUNn8uj8lI0JRQ8w5v+eGF883uDZRpjhi2bANy4hXjvcfXEFfmiQmoT2UkB2/3qL3cePOO5b9Cz64ueXe3x7d4EXW2G6Xx92uNz2pX36SD/fHdBHX9rcNSLR6LJWe5gkxPb17oivvnqGyxeijd4fW3TdCCLx3Xz8dit1vxqLax+Ghw8JcfJIhwC3m8SgT0HUPmD7iwCKwP53s1i3WzLwFAWw6gDZbUb43+mRkjhg37/eobs5ZiBMYOaiX3aOi2/pEOZ8tzfHvIiYj52uI2g7of+9CHrTgFpx65Y6AxATZiObBsbIBTNgse6X8iSJHGwk7mKxok+bzFwTwCyTaAG5Wf6gYPvk9aRjJGt8x5jZYp23I4CGCzAnRmF7F+7gGi7aagXITg001QtELgPW9VUB2DgBDcpGGrIdMM2wco2zQKfetAbCNFlAtAKymKpj7HmYgeJqOTXY1/oTltegqtsCYDOKLlr75hSkzfVZbUeVJzJwP2Fbz01RmrdhVO11KLptvXaGoS8EJwt4i21eWJn61u2yv1f7J+t8F9IG3b8Gnut+WZPiaNm2vWtlA5nJnMuzDLjNqwa9a2z0osC68DP36irQZcxss35PVFjhomNmFIbZ9qf9D0DGLctEJ4BA4prO5/MDzwBVAfPkxGuRAnvdp2UbmxQ4cx80xn8zMBMLhJldpuwWTll03bbCzpJnGRufwp/mGtDiO3JZ6QQ012GzzwFm/W2Z5ppltiBagfJpHk/U/1edPmD5kj5onN9HotMV41pSYOxdKhriw9jgxcUeQwoIToz93vZb3LQCfN8cRVO89SIRcFnX7MDF00YCCSsNAdBX7RGOGJdtj9t+gzF6PDxsQBl80V6A3/GhBfUO4+jRbiT09aYdse9b7DYD/vD18+KODhCXeTE5NC7h+e5QFgFjBs+APPhTckhMuH/Y4mIjUo+XH9/hcGjxeGgRoyug9Ph2AzQJ7nJE006ZfXbiI3ofZJx/8EhHj5SZzDRJWykC+9+exMgxv+IjkkGTHItBoV6iKbPqk0dKAoZ3L/bwPmW3eLSQZkyT+KTuulmaoUk0znLwNHr4x/wY3QcJGDJJJEAFyiUyYX716kYsXScxciAAmoO7UGaLpmyhXrwUcJGgFPBQpB40S/nUiEg1jgqIkcuzkdZZFhmuJ/hBwnlL4BMDmrVsA7yKsZ/nhZeGlI0arTGatknZaclvWXctY/UcMnnZ1/Pf4VPrh0/0pLYr7G+e22SB4QnoO5dHDaywPLZmiuvjCittgfeaLtyUdQ4067mL4xlPnrdI9v7R49V4zwDrmlWtFw1qGGvztXKLxRuFqg32Xmct/x11Pmkfn/ZbeT7seSsLEXsrLK5tWRks83vqWj9VzqLumqxchQ3wNfcfMZVxooS0BlCMlF1+LmkG2PngeTFRnhk5fuHyLsr4pJH+kEgAr8+geXAyDo/5QmY/0FAJSJPme0bL9XO/LdqreQILexwqYBpLQ7y6v+Nah1dJr/sKaHak0owl0ww8DZpL1meYZt13DjTXhoI/Ko3zh1TSB+D8A6S1mPP2IY/JoZ8CvEvYNiMSi3Z5Sg6HqSlu3/ZTi6v2iD4GtG4SkKwAmR26/HtMHpy0FkMAACAASURBVCHTXhOL+7rWTbI9A3RO2Tl8jsZ1/HYLHEUYOx4aTKOww22I4tkjSTjpMXowJCKhIy5u9Pro4V1C41JhxbV9r95c4c3tBbbbATebI1ofsWtGxH3A1Ad02QBwHIIEOmlSDr2dCpN7/HYrkaBYDO2KpXbu2u5rj8NnEiKbsvGKDnocCXwIJcAJaDagI+JsnBgwTRIFMUYB1WACJ7cwAhmHcFar7pwEqgkPTgDxINq/8cU0u3/KE0WxIteBNmLhsqwAOWAOM+sghjN5ogv3ruRTmNlgmGENUqBW7tbqPB/veosgsZjIFIinbj6HJhNoxEzGFuy4IRtD5mwpRyNUY50CVMsDIWXOQRoqpsseZ0EaTkHpyXEVEFtoYFeAyQJEw5SxAibJdKf+tqmWNpTtzuQJrIOoKo9F4JD6PK5+Y7kwOPlt2e2a6baLgRpoav+ZMuvySjLPJtvzzPHEZnt9/Z5ICk51MaaLrxNjU+DstbNtrfufdHG72Hhy2rLeK+1fLMbq+2m1YevlrRZMWILbtfMXixTOdeLV61uAN+UK1sZ0eTFfxi6gRHIUg7+cpxoZ6jiSSN6SjU4+wAIEg2fwWxZaOk4pkAag8gzKhtgwBn82ot8MovOnWrwtUn1/V/usv2aYOaAYBpIEBrOgealtngObzMB3Kc84AcdPgOZw1kr515Rq8uCP+/kNTh+kGj9QqiUbAIoxGwBMycFFX0BycAk3nRjZPQwdGhcRXMK3xwt8ursvkgwAGWhniQY7OEqY2CFQwtaPeIwthuwcmAE0ISI0EeM+AB7wjw5xm7IRHdBdDGiaiDbM+uTDocVHzx7giHF/7EpgljEDy8YJqNZEkCiI37y5wvXVHjfbI1oXMbFDTA5fvrnCxYtDcfEGAHFw2F71xXuFcwkPt1vQty3oxQgXJBBK2rJE9suDPe0D/JHAl9nPchKwyI5BD428Sm3mQCaS+TwAilQDC72c/KayPyUCkcPUB/iQCusg24UV10F1uEpAIqSPB3DvgSydiDcT6OBNYI8sqdD33DEb3yQs9ci53tQ78DaCBgHMseU50IC6sMtUWTG+UpBBM+jS1/LKhlvvG+5IMlEk2e8PwHiVmZ7sHUMAeQbixdWUNMH3wokkjxJZDAyRkmRXdpRYDBlzn2sd4OS3eg4pNywAtT1fgDzVsOfuWwCxKtVs5wKk1YO25nvm/Nqw7wR4VtvPsovn9pnzuS7HAOdFO6o22LJPwK7pMwXDZ+dkxtLnb93Hek/xEihaprhcF573a91Km/KxhbHNb0tKMYs2G8BcwN5pvReLOp6PK2VaEFqnM9eF62Pq61gA6vk8zibbjvI/d1KqbgTL1DJAWlixaTD7Sx15BrjB5Kl1td43ammFuQAnz5ga+DVJWGZNIYlUYyJA7Uzsg5Sj2QIA5TeEnGghR+Ds/m6WZ0j71RVo6Q/N227LZTmSsfwcNjuRdlSgmQzDPIPnOtofFoB5Le+nQDMgOuYadNt97scEnBlPD15/wtIH4PwDpjW9MyDAV1na0YDnbRjhSLTOrYsILmIXBrztt/jJ5m6RV8qjXAHULsLlbcpgNy4iNAmvp50A5yYB0SPu0vzKczeB/9YlDj8/4PrFEfu+xTAGPLve4/6wwebqAc92B4yZYfbEBTDbAcO7hK/vLvFnPvuq+KZmJuzHBjG5ElnQ+4QYHabJlWAoIEj9Hhv43QT301kGEvsG6FIOgQ3w5IAE7H9vEEmGDphNEqb5QkJ1EyATjGfwQ4C/GYuRn36IluDZZaNJdUU3DgHbq2MGyfNxdgEEQMDvYxA3TJFAm4joGO7Bw00KllEYYfW+gQOQutmDhhuB6UKvS5TzeicgtGG4SCXqIHuAJsyeJhwXgz7Kkyhn0MxBPGno4EdJpBUaSVHnp/AIjJfCILtJjLnihgszTBFg5OAmmAFwapf3vQIzYpSgNC4aLKN9qVKEDKJ1mwRDye3UuV0HblqfN5Gvtxxs9q+BUarOsdto3lYkEbHKuwbkjIVmuC7jhJ01dbQA7wQkm/ytN4q1ZNluXU8tylAApeDZhGavFxjWw0bNri763hy7Chzd6XmlvvZ1ff4/M+oWtPF5oJtvaZOFtN32aVWfRR1MVvb3WjnlnDXADKzX0Rx6cr4tsNDx+Xj7xkgfzuoaWY0yuaxjtvW15SjozJ6GSnm6ENYFr0or1Li5yVrldvbnfLK6tKy/MtddWja0sNLmQpGAZPIsht9HcQRPWgcWkF3CX2sRZRxYgmkZV7h0q0Y7XRxQp9J/PHfdQtc8A+U1pvkcYLZMc+2KTlnmNcCs7LPKMaVO5+D/h/TrTB+A83tK9SpWX+/rA1CzzzGviHfNiMZFAbsgtJRw229AxNhAAPIue8tQIJ7MKFCD8z6GojG+bHq8OohP5mly2D07YP92K+BudOAQQfdBQqpmBrkfA5xLeHN7gdBExOQwJodNmDBEjzo5YniX8He+foE//dOvAQh7fpgavH7cITHlgC/SJ9MYEJqIEKIAUs9IgwfaCW4TF8YUUx/gNxO4Fb/OKRF479G+dZieDRIqvPdAm3tkdKCNdQUh14WODtE1SFlDrUxxuU65/xgM76Wc8RiwvRSDyBAiYnTlXACFcR76ADAQbh0mCJs/tUlCgnvAHVDYXJAYDcYGaHrReo6ekTYAHGPazpISy/z5gcSTBmY5yCIym8MqiLT+bVPDCI9yEE0CpilbvSvQm3ZA8yBgyA3AdAGwJ6RODELF77S0QfIUcK2vcOs6KHBXlhOcJz6XJ7rsQo8za0bIzHUG6eVGUPBL2Sgs820LVnkNEAOWiBL5gzlE2302n3wNSmjtNTBWA+onQPACdFowvJbY9B9wyhBXdVlrX8lK+1mvudZthWmvWe+1+td1XNTJfK9Zf/sWRDMs10b3GaStMpP6fMuAnluP2HYxsAR9K0i5fK3bswZ6LWBb66+V52C534DcGogCCyO9hRFxOWx5/uJ43a7AOkvQSjnBIErzNm5xL40O3CaxLdkl0Eizi0y9PKPMXxQJrC7kPM8MNLGwzxbga72Qq8AEnggxMlwbF1rmAprd8gIs8jDNPelDy67bY2nZn2QOm2UZMPMEm31LprnOc80Q8BxodivblWFeGhHiR5OY333Mn5T0ATj/QKn2plEDXM6AckoOnhJiBmJj7PBbV29xO2zRepFOKINc9M3Jl4esBuSyzUnwksxGh/zq6fDQgZoEum2RrmJ21xYxtoyLNuL120u03YhdN+Kjy30Bxd7l+pkydJ8jLm71dPvb4xZf315iGgO6zYBhDPA+YegDUtLIgA4xM57NThYGaR9Al+PsuUMHj+zhghMh3HsMn48yD7IM8ugSeHRwDx7IIbX5tgVuRCORrieE3VT0zSK3oMIu24G4eNUIszu6w75FtxmQsu778asLbF4e4H3CZjtgv/MYOwk7q5cj3Ak6bO6pgCQ/yP9wzHNZk6UODtlfajYOzK88uUug3ombt0vxl0pJJi3Q7N4rKTOV/ydSNphn11Gesv9lhu8JNIiHg9LuomMGwiPPPqIDFzaxvEXWsM2ZHabcbwrCF6/nK0OwAvi1XJr3MStzhFkiUg3WrIXpxGvB2MrArvkrWF0DOgsm14JeNwO1BXi2DbDlGGBXl3MCOm27qZrfta5p+fvk3FI4lvKEKq9SF7N/0W8m/0U1zfFnAaKt2wLcLf8vttvO0PaXtrI5DsvvVR3Wmruos21PXVdT30WbaYHdTxcAhhl+isUs9V7s49XjnhTL136WARBoBsvnrJQULC9WjjRLrZRxBmbGWdvb5rd7Kr9yACcUd5gAgTcpGwtmdjlB8m5nI22eSNhqZZEJwjLb50LtIJjgspcOfaNXR8zmDGLr61572ThnGLgKmg0whgG6FjTPMosVkPwEaNa0BprXZBk1mP6QfrzpA3D+AdM58KwPxZgcDmODsBVvGpEdHBjfHi/w8fYBQwwFPH9xuMEnmwck0ELj7IiLRw0ARd7R+Ql9DHicWkzJYdONSJk1HbdiCd1e9+Lu7ejBDNxcP+KqGwxLPNd9iB6tj6X+Poervu87fPPVDX72+beIyeH//rufIo0OoYu4uhTJxWPfFO1w200Yh4Dx0AAJaC4H0QnfdoBjCYfNkEF0dKAmYbptEW4GAUrB+HGOJIN8ttrmRga6NDngIs6R/yYH55N59XY6sIYQy4DdH1v4EMEswJm/6cC/NZY2NLce43UoxoxIhPA2gB0QLyOQAwQ09654r6AoLG5qMng+ANwDcSMyitTIOX0LYVYGAu8iGMBIEqDEZ28iSQO8RCpa4QI4cpuTItDsLo6yhww3UmGUmSi7lMvzrGOkhoRlboDYGcNAzR+ElP0+IwGcQ3kX4JXB+wI0apAQzMdZd1rKQpfvJS8sI89ZgLWWzoA4m+x0VDOii1fcjKIj15cSVGegpxlAZzHKotwz9TlbSVoC8DW2d1GH7OWktMOUW87NYAip2uZM26ykY63+K+2i+pgqpUY9vMxtW+RlgT+qffVvqsDwE+ewbqNl/cnWY+X8QopWv1cXD2t1xJnj9GIsUN+yDosyas1y4HztqpXWuYqpi7iy6ON5e8oF6z2vbe29gOFI4m7O8RzUSNugQU4o5xMSEOV1x2JobdMM0rWqXstGBswoDC8nwHlGipgj/5kbuHRLnlcV7C6kPZFWjbnPgeayj2q2eS6rZphrUPt9meZz0ozax/OPzpfzj6w6v870ATj/ilP90HmX0E+h6Jx9lky0Trxb7KcWH28e0MeAMXlxQUepMM2WcR4zgB6SxzEG7KcWDozGRwxjEEO7Pl/y/HDH+wbheY9NOyIlh8ehxZvbC7x49oBdM5b6hsw8I7nCQB+ngOMYsLs5YBtG9DEAX3doPttju5m9hcS7Fv0lwYeIlMQNnXsbwB8Ns86YIBPFmxbcJvDliOZyQIoecLPv6HgziWzjEMTrBrJxIBPcIEDRISGNvmjo0Ig/6Gn0uLw8wrmUjRRl8mAmpKzLbkLEYSI07bzooVGNBYFx9NlyW/ZPOQCL38tkljoCRYd4mbB55eAHCSbS3meweUD2XwyMF4TuLWO8FB00JUJz55ECI17HMikxO1CiYmQYN9l/sjXiyecLy8xACwB50sueKxIJEOWclwBiCZ7CDuAgn9QKaJ62eULIOmmdfN2YkZbjmXGGglo7yVZYxgKEaOY7NWzU082cnkKe35Sp1miEAFT/xzCGZfWcWQ/2FVAp4GjtnMy02WPXwPP3BskK5PS/nfvp9LjVMN2l06s6r9RjIXHguV3KqNq3BIsofTWgs3rWupwVhqyEnLeLHQPS1tpM9bWxx59obCvgbqttgfZ3uB51eyjf60VvfK6Npn7Lbe9C2Wt1WFklkS5GMS8olfW25az+x+nioCwaDJC0kUu9nO+ODtyqD+c5QmkxRiyM9/yQ09b6uAQwevGtTzNw5TTX0QVDzmTQmhLBL7bL2E+ZdCqXNb9FZduWk1dJZ7qaTg+x7uYs26y/36VrrkFz7W5Ot4VMOK1JM2rA7EwdfhTpe63+//5OH4Dze0iE+aZXRlYB7cKIzNx49iEdk0NkgidG4yI+2d1jP4n8YYwe92OHz7a3eDtui8ZZvWgA8qAl9a6RfHkIn3UHvO23+Ob+EuMQBEQODv7gEJvs5icB11d7MBOOQ4M4OXSbAa2PRUpyGBsEl/A4tNgECYG9bXs0PuKizYFUYsCXb6+w+/mduHmLDof7DcJmRHPTF2DKDKTHANxMaDqRTwx3G/gLCWLCrQBG8jy7hjt40NUoo9PokDyDulgYaXIM97oFf9rDZwaefO4bx0Ar0Q19SHh83ODq8oBokBYZ5mOcPEIbETNLzUxwEYiTF3nN/7fB8FEEDgEpRAyHBgHAeJNfUT4fwLctaCSMl8LgAsDIwuKGR8D3jLgRVrZ/QWjvAHJAewfpA0fge4e4FUCbAiNdREy/MyAdAvzbgLiZxJMIZYlIy2DVIgBl8uT8hPOOQb2D74UBHK8I4VEO9z0heTFMjC2DtlI33xPGq1TkHlDjxsICEzQU+CIohAGxZV6rwFiRDjBmVr78wRIUYgbuCuCIMbPTChIqbQTpa+kzSVnz/BCd+Mot3gOMZELb+KTm+By4tMeeaecJI1uVs5QNVMC/wnVkyl1INdica64DgFnTDZxKTmz+i/bwApSX/Mr1OT3HsrkW2KtOm0ydihGjbbOpd6kWVd/fAcip7nvbntx5BQSvgeO6H06282kl6vPsfWMWMCf3hL71WQOHyipXnmlKPlbGs/YKQxlo9bRzcHOo7aj1zh2aeK6zuofzCdimk76g3QSONAeusu2lHMwES9bZZenG4vYyIJSTK/YlMGCaXDYOX9E212yzfDfaZeN2zvpsdiTBuM6B5toIULdrPAYARc6o9T8ny7BguVyWog/7kH5s6QNwfs+pft2y5lXDJmZCTA7BR3gSucaQAvoYsA1jkWYcYospeSQmDJyj9eWRQIAzYeKAIXpM7BFoNrR7efmI+2bE3f0OcIA/EOIV4XjboXnel7o5l3A8trjY9ZiSQ8Py2uuiFfkGA9g1A45TI54QIEx0ygPx86s9pujx6stLYBPRbCaACdPoC0hOiUBboQzHQwPaBzQvjiUPMAkQJsP4fnLMA6MX8JRf91F2UZeOAenjAd5nLfToxACyE6kDRwdqxtzfYphpr0nxr50DszTthHH0OSw34/higs/1Sx6AYzQXgxy7mRBDC5oI08cjKDpwk9B8K4+WG4DjSzHMixsBicePBQx3b0lcv+X6xBbF2C81apDHwvwMDql1cNsJcaT5NezkRL4yEPgiLq3k1f0TE/yDEz11jvI2Ndk7hgfCHkg7kXHELr8qzey276l4+tCUmnzvBhNWmCxTpzc3ZjBQgcoFSAYW4OHkOEZhqAvrmYGt1UwXBlrzzW1fPHYVSFRvITBSh5M26DYDbBZeLmoQxJgXG2tg1aRVXK9AKR9QgGR9mAFYi92mvwtTXO+zgJnkfnOjFGaZ3TVGVbefq9PicKrKr483BqzaVvaQNyh6UMU020UCLzYu61pHRyz3VL6OqwSagls234F1EF6VOYNmXjl4rSzg5P6xLuKAU68iNfDV7K0LQj3Hm1WFqxptWWkFzRkMzwbHDIquSDYASLCpo2yz96jzjDg4uCAAmgiI/fxAEc1lMijbraB4sFAAC2BmpXM9iwEfMeBiDmJlbkyCuKBTQ0gDYk+6PC8e6ktfM871/3eB5oUMA9VvA4yDkzfLpxrnGjBLFODV8eHXlJ66lf+kpQ/A+T0lOz7btObPuU7Bi75WH54puQKGGxfR+og++YU3Dc0zZB/OWlZwCQEJF2HAITZofcRX91cS/tol0HbC8HmEe9PIxHI5wBEQcxhq8oxnuwOGHA1QvW00po77sUEfPabo8Wx7wJe3V9i0IxqfxPtDjiJFOxkcfUiFTei/3QJdwvb6iMPdBs3Lw8wSMIEjIXQTxscWzW7E+NCive4xjTII08UEG0o6PTZwFyNCK5rk8bYTzxrHBrTLfqlzIBVySaL+AfNrPoiLvP2+K2xDjC6DcCBGAg0OuMx98emAZjuWkNzeJwwvJtCjh7sLSNcTaHAIB/G7fPxYBsHjJ0C4Jzz+TkR4dJguEuJO2NvxCuCGER4cYieeNeKlvEun0c0upHoPahOwyWhxohLeljdmwjfgEDkioT8SOADNnTDfbpCb1o3yAQO+z7rmRnTgqZ0nbYoAjVnioRNy8e+sgD9LahgFQa1pkteehsJA1g9ShUFYvW/kUOQumnosAAYK+LHTD9l9FkCbck5AoYMwb7ZOFtAaILXwoWx/m+0ngJsNENdtGciTKetkkKnA/clv/a751gDffHcaoMfmY1OFt07ITwX7tGzaIov6HFunevBUjGfqSSvHldPtYsCm6vdZsGwzA07ZdlP/RRCXOt8a0NYVPSnHADJH81sPCHBdzaP2olHfE3rNS9hqUycT/bNs0+96DyiTrAvvCNFXt1nf4yDAuQKYvp3deZabxIztpYoGJJPTsVnAZorO5AuopFB/qwHxog/TPJbbPmEYt6Er133dIBALmYaj6njTzedAs7LMReZIS7C8JsmwPpv9B4T6o08fgPN7TPU8oukceJ6iR/CZGSb1F5lmI7UY8Lzb50h+bXnoNK8F61weUnloH6cW+2wY2ISIx0OLcd/KgNV7UCTEqwgH4Jij6B3vOnz2+WuM0eM4BmzChIehxb5v8fnNrbiriwG7ZsSUHI7R4b7vsGlHjNFLlEEWP8ahmwqjkFhA8+F2AwC4eCaBUNqLIXccZ4MXRmgTpiEIo5sc3L0HrkXeQdmpvmsi0usOdDOA1VAQACcn8oVEYvzYTiKxyH0WhwAf5iiHymSk5LDdDhgVnJMYCx4OrQyQzweZj5IYPSpLMvYeYRexvT4i/dE1xqsEevQIj9m7hgMoigHe+GJCbD04MMYbYdxZQ4U7gByjf0aghwB60Qtwj4R0yI9o1jvH2wZ0MYGjUnWY/bPqTUh50jM3YXOvAUlQvFWoyzc3yewZuzzXBaC7F4liaoH2tRMXeNkgKAUYYAoT6AQGLPJMjlV1qTDjchJk87MGeOZQZUdTK15C1AvHAsQqIGY1TqMlKNb/GfifvBmtgO3qvhoX1OBUy3tK51uB0jVgZs9dgOgaENt2KWZQAKjSE5vssTavqsyS16KtPLdBN1m/znVRtp7a5pUiKdYbllV9CvueQI5zi4EFK7xy/VZA/gno10Of6jPCvNDXxUXJj6vyKsPlRXl82lnahvre1IMse22Cjyy+57IFIDt5FjoxOKCDBzdJopKODtgJOYFW5HEUss5Y3/owlj6Rsx0G5brKfWsAtP5XplnfMFZgdfk7g+3kiheNcnH4tO+sz/0TtrkA5VPQXBv42WQB8FOg2coyarmGzddRWgXLPyrjQF2MfUgAPgDnHzTZeX8tKWiOSdzHMVN2I+fyQzW7nCtGBfkhVF/NdvWq2mcwShCSmGfhrpsQRw++a+GPBN8DHBxwQ3h4s0PYTPCbiMPQYNeOaDPA9MQYJwGUl22PxIR9aovcoR8DIhMaH3EcGgx9A9+It4lp8piOHqGbBCj/skH4h+6kvo4xjWKUF48efjvNA2zvMSkA3gkwDlcj4iD1SNlVG5jgNhH0VQf81iQYcu/AVyP8dizGJmCAE8F/2aH707dl8eGzDloH7KaJYvynDIpPGA9Nrr+DcxK8JWTmY5uBv3MJmIB0MyF808ANQNxlqYVOlImQLsz7Zy+TpmsVyANoWfTbXtht8kD086A7DR44eOC+ATZxBslB3PFhvmWEFTZA6fiSEQ75vkxUjOKZRLoDyqySLiY80N4R+hcMNwHhmHXQuzxHZQBewnNrWw1TutAgEy2N/PQkC9YsaNZTyQBKc0rBBiMVZlJlAgpyC4ObrxdlZ9jFmNAADoleuAKe61SB0xPQpGUyiru+xbl6XmZnC1DWetaGgHpODXjPgeWVVJjbM8BPj7Fz98LHtGnTWuYEPgXmlTZ8Pn6Z50kZeg2wPGe1ed91Ij9Z3MyA8uTtwtri6MzvE9mNXfTo8YTZF7PxZLFgky0It2C3vl60rHuprz0u1ZXCDIzLQtGAcJVwjAKaaRIDYxrdomNYfeVndtjuU2Pp2ieyy/6dlVVOebFfPFb4tAC1NqrsAuya3wDgHJCQwXMucBp9dSGfTud8MS/lGafbrUTjKdBspZLndMxWklHa9gGd/kakD8D5B0r1mLumedbkXUJwCZsgwtLIDpElkqACYAXLKs2QhzMhYQbPgeQ99jEGBJdwjISr5oiHocVPru9x2454xVfwLycMtx3co8d42wEAti967NoRr28vsG1HTNFjzGC9PzYFbP7y7hovLvZ43gzA5gBHEiJ8Sg5j9CXyUn8nPqPb3YBxCIhfbnHxj7wFIED1cGgL045IRdOcoi8RrPwmwl/MwVMKo5FIXs87RtoHNJ+J3CPuA3AZ0TYR0+gxPkj4azSM9osGw0/GYp0dXMIweXTNhJjm4co58fV8OLSIR3HpMN63cLsJU/bUMZL4pwZUFw1MzxLgGNNHE/htQNiTyDGuM3JKBOrUyimDZs9w2ZuKGkL67Yg4eWjkqrYdME0e/Zc78OWE5uURUx9korMMj0ZW1DjWSmXmV7PxKiJeAW7v0L4V3bIbgM0r9dcs2mUFeuM1w70hdK/lfnUDEK9mMJo2aQnoFPBZt3JADhEOEHgm3mrZQvFPa9hUEhBhcVVhzip3anU6cX2Xvxd3bcXAiRbgreTpFGhrhjgFj2sg1IJwmi+BPa5E5bObM45hNwMFPV7zKP1mASfNfbnqpk9BB5sya6BVpYV81gAhaP1K+9W/Ny+lG0mAFKeq/0weMxNr9lPuPjYf24a6XVU7VuGG6X+tq263APepvin9a/uwvErh1WMXixp736jEye5fO9amIq04A5itezdGGVtAMjawGsjWHZTfcjFDjPsOjdhTBF70fXF9p2C3MStBBuIhiGF33XTHcGwCTYGLe9BT0CrbvBfDbnlTidVjgVkXDR8RI4EhLkwX94NhmleTZZjPsM1Fy1yBZomLMBsBWo8ZDozgKtAMPguWnwLKNdP9602EU5bgT256wmzjQ/o+yb6Oeddxa8dPyeG23xQACgD9FDJgdbhpDmhdLEBZP62bysPauAhHCW02QLhuj9hPLTof8fX9Jb75+hq8DxhfbUGDGIsBAG3E4GI/NCDHeDh2+Pb15eyz2SfswoDWRXTNZOpFGKMYLDY+4qOLPYoxRyS0GQSmhwbdzx5knCfGw7c7pFFetaXRQaNEachr34nUI4QoLKuikEQSctsxaBORjh6YaAaPR5VaSJ2pTUCT/T7/qT2uXz7C53pHJuzvNmXQe7zfYJqEbZ4mj81mRHfZo7sYBCiOTsphgvOxDLTMwPDVDu6zg4D0USbU2PE8sTGAZper4AAAIABJREFULoJ8ktebjtF0E5p2ykCdERqJle0co2mnwoaPo8dwDMDVBBw9plcb4EGiFdImiq54cNIvAChLP0qI2xJ5jIUNDoxpl4H7KPKNaQcJ5Z0BCwEIB0IK2XDQA9MWiB1j2koe7phf6+rE7swHmMGQfpycpzKPYgQZAG7EhV5qGKmdPyotKRP3kuiayzH/FyCoTsaDBpe683I+MCCj1ivbhcFJ+frTrFnOAdTZ93auh4JDK3XRc63xXFVmPY+tsd8lbwtGzySLBW3wGXZzH530mc6nTAVAg5HdK2L2XKLb1xY1pl0n9Vw7ThcNc7Zzf1fXaV7A8LK/167NykKnFKks68kqayWP+r+9f4ATiQaA+VldgGqez7cAVtun2zXZ+9XofkkNicszmq9hojKmcTtfcBqdaPoZAqY384I/TU68Yeink4h/nKgwzTou1sn5BOdT6ccCgM15AOBVY23Y3hNfyi7BuYQQUh47q8tgFxqEhUxjTdNcl3dSdwOqAZwFzVaaESgV0CzbRZKxBpoXhoTfEUv8yhO/589vcPoAnH/gtDZGn3soGpfQxwAiMcDTICObMCKxw9bnSHhF45wW+UWm7JZOHtohelw2PYhEbtHuRnkV1yawF60tTQR628A5xv2rCwwPLQ7HBj4kXDQDxuTgQ8peOxyGyaOfAh6GDvuxlXr7iNZFfPH6Bm0noI+6JFKN7JrtctvDZ5aXjh6cZRfkGRQyAL3tQAS0nXrAoGXnOS7u58qMuJnlFpwtvUNIiJPonf1mQrcdsdkOhbUfhvyiRQOKsLhMitGh7xuMg0Q41DDf/mLM8gkB4W2WVzAT+rcbcMPibs8z0CWkjbBw/khA70pZafR5AEcJrqIpJUIIafFbj/FNhG8jXJ/BapsXBQzwMbPqDJnAsnENOXHZh9GB9nnx4QBuGdN1ROwY47WUF1sxDnNjvll1nowATTJ5Nw+ik1ZDQjgu0g52vHzFbIFfvjeFaRRkVMCX/vcs4DmYjwUaBuwoUGf7MVIH4Awwssy4ATJc6m+ONaDmJK8zgM9KNxaPdwWii+xEAZ3tM9tlXJVvAdiya0vZNUgtCw2u8q3kKOc0uvMiRL5YAF1wScyyF5p9Hq8ucNaKqPrpBDQ/sfjA2i4Fxm5Z1zotAsWsLDbWMz9TAVr/fmLYhwowr5VPWDLMNYiGbufldnt/lHyQ9cCzn3tTkTkvlrDXCsIpkoDmvNCl7KHH5TGQPCNNhBRlfHI6Lrq5fuS4vDUTY0EFyfI/hATvZ1Z3BrBSBxl7T1+hFBbYGlTabSt9W/KtrkcdA6vWMztayjEUNJdtBjSv6Zlrwz8FzA7zBybPD+k3K30Azu85nXsIvss4PBpZBgF4c9xiSh53w6bIM3S/A2PrRzTmHa1+fxg7bP0oq2ASCUTXiLEerkaEi1EMPEZCeHBo3zo8vt7C3Qc0XzUIIWHaBzyOrQDlr3YAgNZNCD4hJsLr/RaHscGb4xZj9Pjm8QJx8nNwEZLgKjQSLn92hynr2/ZvtnB9dhXHMmDT6wbjYyvfSQAsoN4tss77VQdMrlhkk0+gJsFvxHPGdN+geTszzvy2BbMY+WkeU3IZoArwff7pHaboEZND00r/NE1E243FFR3lATQ04guaB4fjsQGzSFiQCO5iRPq2FU8iBw/eRcQNixs3B7i9B2UAHXtxqZeSW7AyZeDOTIpzYmHOySFFjxRJ3PLdDPCXY5mgEFgkIIMDDh706IuBJB998TjhDg7u6MQzxpDDeDdyY9aSBGLAiZdCcCCEPRAOshho70g8MChIMlb6TFw+CwCtbJ216Lf79Xs1Gi1AowHJ7LiEE1f2tnj2qMDzGntbwKOpwwL8l4uy/HkCmmtAa8teGwZ4bsdqHva4FRBJa9t5CZgtrgJMO82xpOdYQG3+W3a4hFVPgMsgeWbIqRhdquHlsr2msfZeN4B+UZdzTNRavz/5W++/5X3HCijrvq6TvY6a31rS+tbXU3fbZyHvWyww6/pqXe1zUi8kymqxFGJAa26f5yLDACBSDO10mkFuOc9431C5hhj75pDaEwnTTEBoJ7kXlS0mkVMtJA2OixG2dqJfRG6dP5oKiUCZCScsjpmN+HDy2+W3laUPzky2hDzOLvI89aSxynAb0KxSjQWzTLVRoEo20pMM829U4vf8+Q1OH4DzD5DOPRTvAs8+P5SqwfXEOEZhR786XJXjtl4i+vmVco4xCEMNKh42Xm4f8PnNLZ5dHfD8xQOmxwb+TZBBLQHHnw1QoxwOAjY//ewt9kODN28u4Z4PGFJAYofPLu9wvenRhYjbh02RbLQh4vpqD0IGlDpg7tUghLE/tkAixJtJ9MmRkPYSQRAM+KuxvOZLUUA4uSxjeD4AI4khCiDsrU9Ig5dQ4oNDc0tAdn2HlD1UmEFxyiyI9/NgNmWNckqERsFx1sdNkytsis8SC7+bChvCX2xAEyE9NuCrCc3rgPAgDC87YZzd0RVgQAcP9K5ENbRIQycV6avM0vgEHyKcj1I+IAEFiMUAU8Np+wQ0CZQZI3r0IhnxLP2fJxN/ILheIiy6iWbwDAFHfk/Y/ZLgRkLqxD2d71k+g8g2YgvQCMSLuLypKyBcQEPFBi+Acz6HPS8ZOkaZ5Bda4RoMV7KBwkxnEG59BNf7CrNuiC1ln5f1wHrSep0DdXV77ba6HyqQapnDAiqtPN5sIzMJLYaCdw02QPFfrYurE7basvOamE6Btt2twLSmphcHYdFvZ6WTph/mSle7bT9qeYoty0LLXHtTZn1fnSx+TH4nC706Lc7l+XhXAeg1kF+3TcFz3XbblfmYWcfMp0Z7hOKmz5m3Wdb7BYAs69L6qocjeS4RZRxxOq7msbEYVht2mBxnN53zeOaMAfYSCM/j7BJQz3UsTV0B3BbYanknl4TmfCxoXmqbKw0ziVGg1nHVGBCGaaaKaTbbgFMt828kYP6QTtIH48AfMNkHpEQSNPvrx6cLEzwlJKIyn2/8VB7CN8MWV00PB0bnJozJZyZ6BoI3zREjSyTCZ+0Br/oLfL2/whA9Ho8t+mMrg2EGUqkB2l82SAGYPh5x8fyA+19e4eFiwkcvHrC77LG/2+AXtzf4ydU9HgYxJvz08h4fXzzg//n6JW4uDzgMEl0w+AgfIsajh7+cEDexeASh/+sK+O0BfhvFeOhVC/epSEkixFuG7yZwEu3zZjsgxhwligF0ooF2BITNhPjNBrgZRZYBYP8PDNhdH0WKQYzmrUN86dA02eOGT7Pls0sYprBgtb1PRefMPLMeISQcHjvsLvsMsh1SYsSLVLSD5PiE+Rs/mqTeUXwp00jgiyyxSOJRhBwjhFg8dgAoMhGVijRNRIyZLW9FFhIfAqhLcG0UGUkXRTfeMVzv4N8EcGA09+JKzh8IccNoeofUiAY77MUFHUjCeLueMNxgwVI+/pSw+5Jx/ztiUBg3DBpJJtmQllb8lGdpBohpARhKFD+uWLcafJ55QBTkKFC0MgdiLgCBCeKPVvfRnFWJbphyMQqeWeqn9eIsBVova66bNvckPbWNsQC7VrqxyjzDbNdP3UcZYD/FZBfgyGb7UwCQsZSv2KTSDQtivbzWd5OJtrfW/ur7SRlPLFQA0z3mmliQu/CbzdX+8005TfU9es7bSnX+KkD29mLbuvMKkMb8TNm89Jmk+YYs7KtPM3jOGeq2cv8nWoJl004Kki9nw2ymJGNWnifQysLd+YTh2EDfmIVGvCWJJnkGodPk4XPU1RhlvwJqC1plbM/VyHXzPiHCIUZXxj3Ney3pOG2lHbX7unoxsQTrKMSKBdIKcJWc0nnDZ5Bca5rn34w1lrkGyzqna8Tf9FSUoB9L+oD3S/oAnH9FSZlZm+p58nFocdMdy0N22fbiYi4FtG7CMTb4ZPNQAHNiKg/ryC5LMxLG6NC5iIepxcaPuGzlvXs/BuwHB3c5IsVWsM+DE2MxAK4Vd2xggCeHu8eNvPKfCA+PG7wOEfeHDl0z4f7Y4efPv8VuM2CKoht23YhAInegqwEhxAJ8Hw8dho8jMDi4ixHTqy3QMLyPGPctwmYqAxoTo9mO8C6hDZN4FnnbAjsB5ZwkHHYMwra4kJB2Ed1Vj+AT9t9ciCu3LWPTTaWvLdvRhojbuwvEweHq+T6zE8KAaHhwy4K4IKC9bSNizPkMDu5ljzg4mbiSaIXDvcN0LVISPAaRAbRJwkYHQTihm7DZjBJmPUTc7zdommkh4dDJZOgbOJ+QooD6OAiLzJnZowzE6WIC74O4vUseYU+gCQiDaJMpihvC/gWKdjE8AnELxDaD6UeZLF1PJRjK8SVh90vG4WMCjcB0VYMiXt7MpOAz//ZGb8pYvuey6LOSFZT9NbophlFQnG5ANS2ZxXwc5TyZIF4fdLvmBcwaXZi5tgKpRcP8DjB2llSiCizbZmp5NRhmrHvNqOply6i/r3XjWhsK6DXM8uIUC8TNxhLBsQIqi+teAfbVxUIN6qu+Xhxe1aEkY6B6AuLXmPC6Y2pAa+tel12D5LU6KRi2F8Hus2XWfa7bfL4mBPAKgpHxKT8MNEddLW80lJnWbM3CoHjeSJCIsJkAYDdrnFWawZMTeRwThmMD5xlNMxQAqr7wdSwNwbK6CvizdwqfTptrQK0jBoXZi4e9Ndgcz+b6ke1Pc14t0dD/tScNq21ebp9Bs9U0qxwSwPcGzfX3H3XSsfXvg0REAcCfA/Bn8qY/APA/MvP0XfP4DVjm/PiTvZ2eeg2z9prGjruJCd4leEoIlLDxE+6HDoepwS6MCJQwJo8ue9KITEVL1blYgHnnJNLglD+XTY8+Blx0A9rdiNBE8WKQo9Q1jzKop8cG4zFIdD7I6p+csJkvbh6xHxrxsNGOuNkeAcjgN0aPF9ePcMTowoTnFwdcXxzhHOP64iiu7foA3kWEZxKqmiKAqwlqwNJ2ottNhiVxxAg+ISWH9pbgNlPRz3kvBo4UUmF11bjOX41oP96j+/k92jAV+cvh0Moc5BiPfQvnIy5upB2W0bBaPecYjRc2V5npECKODy14K9IO30nYuhKyuoG0dTPCP+/RPD/CbSbQ5BC+ES10ih7DEJCY0I8hTzrCgMfoMI6+sMzMhLEXFp2IAfUe4lj8Q0/Z53Ui0HYCQkK6jEgtJKQ3SSCT5gHwR5GQqG41bgGaULxXjM8S3EhwE0SjTXIeeyBu5H/q0syi2Qeg1rMWtozmY+oRRyf7kxnRfvKEZ3BHCQuc/xdA57nolVULjfyq3lZPGdjZsHCeWEu1zgDNIgM486nzOLevKnIJxvRrPZysGTFWwG02kKvKXgN41fF1qvtg0Q7Sfl4BqLYobaf9wGw7OcEcavtMD89tmdvFi/uF631rFVrbphIJ68mlqteiz1Vvv6aN1zqpt5qF0R9XefHpuTYZw7siNai8fAi7zHM5mpddeKyAfc76Zsp1IvW9XLmxc44RJwff5bdjObx2006Ysm3L4dDC+1TeoNUBTdR+w2cG1yYNL93mc71PRSahn/pR0bnUviEsfWTOqyUaeo5llxU0W9mG1TRbecaaplm3lUv2HUDzh/SrT0T0GYDfB/CXAHwG4HMA/y6A38/7vlP6wDi/p2QZ5fpheVfIbUA8YrQ+4s1xi093DxiSgKPWRTyMLf7w/jkSE67bQ17pxmJQ0VDCIfmSV5NB9GU7wIHxxeEaH20eAQDX3RH7sQW9uMXf+bsvEQ8tABYPEOwROwGTPoPNlAib3YC3D1s4x/j05h5/9M1z/MOffwlHjG9fXaHdDdhczv6Q2xzYpQsTHvvZSwcIICeRAd2nPdpskMeTBCMZc2Q/IsZwbDE2Hpt2RBsm7F8k49szG6Dce/DliDR4uK2A/XHywBcb+N+7E0Yj931/bBBCBEEkMa/+8Bm6lwc0PpaAM0kHX8yDq+7n7D7PuSRSkNEBQTR8cfKgB1/Apz8CSQ0LgxhBtpsJk2dE7uD2DrH1xYCmz14+rO9R70W6wUnc3zkn0o7EBDSpMEXKAiGSaKs9w0XKumGg2RPCo7ickwiBMilSEn1zakTGQRFI2wRKhOE6Fc8D4UAYroAWBDdAWHOgMOdlNnuCYS1poR+mk2M4U8NUmDOTLy1DZ2sWJ+BLbmPQRKU8DRFO+a1AOY4x61aBLOFY1lHfrq/qbdfSGiNr66Z52OPO5FkCstTlWkBUo4lzgK9ekJxQfdkYjDB3rL7NoOVxq40rdaqIgbX7Qtt+hrYpfaS/q76XxU7F2GKuVllEWRBp7qPTflvmZfX2NN+cy36n5XFc16eUS+f73Kb6+lrWO1+PNTZ12U80M7Cs4Noc6ngh2RB7EdnGoNknNBN4F0GPEum06cSugxpGf3CYxkY8NBFnl3Aiu0iDB21GA2SXmubSNANOdW5MPD95XTPh8dAB7VTmUgaKK1Hdlkx7Vea2uAQLMkTBsgD4pyQaNXi2wU0UICvTbOUZyHX8vqD5nEzju+CGX2V6ghP8TUr/IYC/zMz/md1IRP8WgP8IwF/4Lpl8AM7vMZ1jm2uZxppsQ8/dBAGAqgu+yGzxlKMLvjpe4ncvXwMQLxf60NnXRJEJnZ8QmfDF4Qa3wwbPu/3/z967xNqSpfldv/WIx36dc+4zb2ZlZmVnVXe1u6ublm3RDEBGICzLGLXkEWIAeIAnIJCQYAQMEEKMkIxggLE9Q0KIiRlYthjZkiXsFm7TT7q6urpemXlv3nvPveexHxGxHgzWI1bE2efmreqs6szsXNLW3jtixYq1VkSs+K9v/b//x3ZoON8vudy29JchvrK938N5RfMsKC20pweaKoTQtlZiBo2zjq/cf8lgFaf1gf3ZNb1VSDzvvvU8AEsfLKOCMIBL4emjHnWQHwqAczhoqtZkR7zuUFGtAmVBR3H9YVAsVj2LOqhb1NqyePMa52TmKQO4B32ImDcIRDsCTh+l5YKSSBhcm3bAOYFNyiUnA3Vt8mAJ5N+eKYjd7xqaky6DcKUCt7dZH8KgfVGxfKwYTnywpKd3bUQAiXJR1Qa7kcgnDc4I1ssDV9cLrJHo2o6BXmIdnZXYPkReNIMKDpWDRNQOf62DFJ8IElF+kHgZ9JVVH8/bRfk4QEYL8+5R4Dp7AebUUr1UHN40qO04eGdutA6UDeGgvvTYVgT6cAlGEpCaWMpuQ4KveBEUZXoRuZq3DNQl1SGdOgfWSKCpCOQgfAJpHsQIBkt6gVdkCkd25owciAyePymV1r1XtVOkdt5yXAmsk9Nu0WYR89+ol5iD3CP1KYFWpjSM7TxKs2C6PVs5C5DoizqXWXN9yyRDf8/DkPvi91HreHn+2bZJXTPInZ28BLC39ItPWsrHJmTpvizaMTlf3u6P1/828Hyjn8OGHIp6Hg0wZZUjQM33VAKsapxwTJzk5AjAvYv3vBUhul8VI5BCUAiyAk4GhAy85eGgUZXDukSR8yFSrLZYo2hWffbVSPr0ydiQmp5UnkpwCsFwpErQKn2WDa1rQ99r2mYMtJKOLQF3sjSHNk9vxgmfWcxB9egQWF6SqTX69UHzp2Fl/qyB5i9Q+pe89//+fKP3/n8QQvz+6xbyJXD+KaVylnxsX4oe2CjD1tRsqkOM/lfRKENnGzTQqoHO6qDpLMA4Qed0djBwPjyoKST2nWbH3lSsqy6DbDPEwCFOoi8lcgjL8P1dSy0D9SKEmPZZmu35dklbGZ7sxsAovVOcNAceXwfnw0YbVlUfwn4Dz16uOd3saOsw4G33C4R2LNue7S4A93tn10jhuToE7nSq993VLquLPLteoZWjbgaMlWjluNy2yNpiryvU2tDEQVWIIFPmbADzQ+QFS+GRynP5dE2tDacnuyytp5WlUoEbnq26yZLhJE07sLtq6KykXvVUlaU67VDK0X13w+Jc0t3xWZWEd/ZUKkU8JCxx6rCE6a3EvXlAAqt64Eq0uIPGSnA26Ek7I7IOtbciRHf0EQwOAtHLgHUGGQMXEBz2FCMI0iG/vhwtZpfvg1cOe2YQe4XsJMMdS/1coa8F+yY4VJpVcBRUh2iR7gS7R4LuTtRuTpbj6ESXI/El9DNBTsWNPgcOt1kuCdZnkU2I6djRqucdGRhlOHMbGJpYOP0UoEF0DGQSIIWEu32Q4RvDh49tCNbuEkiNaPgGWCyP9UxB15E6l21xmkkdyuh7N8DmbXOX1BdHyp9U+AbYvAVIl+dMqei3bJgWN8+ZQXZx/Lwdr4MbbkwS0vZSci6dp+CyH53cRGA8B7xzPeZ899wG7BO3P1E0ylRSltJxwoftkXqROcxF4+Yayb4oZ+LwJwgqFnMLtRfZWS/njrOuEOLdB/136YPufHzGXQtKR2BrJVKH1rerHmOCESM5L/eHKhs+am2x0ZCSQDNEYClT7IHQm8bKsM3JiYNfWw90Q9DT7/tAZTu2oitFKKMMwDJPo3TdTMFjVhaMYFnH97GKQHkOmktqxm1W5k8CzMcszWUbP3Pg+RZDxucs7V+xb/e6hXwJnI8kIcRfAv4GAYr8Le/9f/dpn2P+YHgvAt81ys99eH3K/eWWVg1I7dkONZWytMrQuQCc08NqvMwXsnyYrQ+SdF87eUZnNeuq45fvf8jzzYrf/fARVW04DBvUXoIE2Qu21y1upxG1o113tPXAoa/ouoq+15GzLCMQFxxsxWEIIb7vLuJ958MAsIn8Zq0sxqrg8KeCrFG76NnvGlS08FYx9LQE7i73YQDzIgQs6XSIphc5ckJ4+ouG6qTDOsFi2TEMKnth+8bRxCXDZNVu2iDhV5909EZTR8u+FCHk+fWhCRZu4cPqvRidTpzwcFEhzga0DhQZXVkO+5rmhcTVICyYM0t7b4+NMnZJJsk5QV2F+t99cMn50xNUY9kPVQDFEmwvUbULOs+QHeWE8njjEUsbLEO7Kuis1oFnLC/0JFCBXTrsxiN6iT/z1Bc60DJ0sFyaBwZ6SfVSMtx1yH2wLAMsPlJ0dzz1haS+DFSO6kpk66gcQG5lUBPxIvMs/QQwz5DQHCzPLMOTdASY5eV2z0jhSHkTSBGjqkaaYIhBjjSOmTVy/m5NKhqTSIGuOGxeRtnE+Ys3VnBOK0H6kTc6OTdjPWf1macy/PPEclrW75gWNiWQPf72m+PlY5bi0XKfNsx+F2D4RuS4OYAWs1tAzPK9al14DqyPXZuyjDnA9ze33eApz8v9pO3luZSf5ksTrOiTMDlGFN9ehAmjjDeEYHQqLMsTxwFiyjKlmoCIfGMhg2RlAtDZEj2Z/JHrKIzA9kE9QwCmlyGSKsEBHBhl6TqFWodVueTON3ewA25YdrVydEaF+sW66ULLfqSfhJVIpRxCTdue8k07ougDMYLlY/VK3ObMa85dMZWXm1qap06APwpgflV6FeXzy/SppFMhxF89sl0AJ69byJfAeZaEEAr4n4B/A/gh8OtCiP/Te/+7P15504f6dR6MRhlcPYaz1tIFBzUv6F3YdlbtGby8dWY6OBWt0IIf7s5wXvDysGBdd1gvGa5qTN+iDgLX+BBBcBC48xqqABRNO2C05O56R6MNT69XXG5b3rn3kp2pWeoQje+tk8s8S98ONVJ4bLQgLCvDvq/oB03TDCzrAeskgxUslx2VstnCXWlLpezI85WOi32L6RVVbVjUA4chhPtWK0NdW9wmWMTTAA6gTnpWTc9gZXBciXxhXRnaZkArG2gf0cJhrJo4q5SWj8Sf8ysLewUrsqXFbXUAzKceexak57wHXdns1Nf3irqOzpbS4zyszvacLfc8vVijNwPmsgYkLgFBI4LVZ5CIeoBFsJbL2jAMEtFYqsYwXDS4lUV0Ete6IEN3OiCVxfQapR27NyXNc4mrCOopVkDt6L8SaB76qkZfBwv18rHH1YHK4faC+sJzuBf4z/0dj9MeqQHlY1CF1Em80np8m4XvkzifJZgpQbOXhTW6LC9NNiJovo1ikWkPBQgUBdLzEABEnIzMrcP5sU1tOAY4hS842CIC81Cp0ribJx6pTrnP5pbOEQH7CLJy28rrkL5nADQdM2l/ec4096GI2lgeW6YSnBbtPgZgp20qjp2Xd6TMY+dkXt4t9TnGgb7t9w1+8vz3sXrAOHFLJ1dxVpYmPiVA957JRIdZORCceyUjyC73wejANwGF06KSlTcBZQDvZP4NEUg7mSkg3oS6SzmuxohBwmYIq15eBCfATmU/FKWCjGZbG653TdCMl1OVjAQsx/H85gMvhKetDIdBIwiW5sOgMUYXVJNxZmitZGdrVougFDVYRdfpyXmm5U9/z0HzsWPKfSUlA0aQfMzK/Gk5/n0JmH+i6R8C/9Yt+/7R6xbyicBZCPEfAf+r9/7F6xb6OU//IvBt7/13AIQQ/xvwa8CPBJzngPl1kosWYhM5rp3VtCJYlger0NJxPTTcbYJltxKOAaiFwziVH7gQ3jPO+6VlqXtqaVhXHd+7vBN41JVDbBXSgNfBmphUNhDQvLXF/NEa9/VLVlXP0+2Kw++d0fz8BSvdszcVTokM7BOnuTOaRhsGJ1lUhkpZVBPq1Q06K4dI4Vm3YfDT0tHWA8YqWm0yFaSSlqvrBbJynK32AYyLAKjtXsEClqtDdgwJg10A5IOVdEMVNJxjHXujMm2kKmSOdl1QC3F+Org7wgRgf9XAIKnODnmp77BvUNcqKk0EQNrc3Rf8ORG9y4PFOUxwwjKmkp5V1bNte14+2YQw6I2NUk82g28ZNZ5rbeiNZr9rQHv8QTEMkuq0Y9jVeOdp7u2zxT3L+nmBe+vA/n4MuBL1jWUdzsW1Zng44EWFHGB/X9A8h/2j4OA4rJN8XQxEUnnMMipqlC9wGbGALRHZ7Oa+DTS8KiXwZUcQ4kUEzaXTXAGaj5afji2c7ebZSstsKtdVPugSl7rPMFq3E1A/Ap6nFJUClJdWxwmqJBsZfS50CsTn9TxW5/I75RkZL2U9GEFoUd8bYBiO9usNoJzypbxiLD/e4ht9AAAgAElEQVTdDr7MdyRlS3uywB5LP9qQOp1UpPuHUbN7QpuBm9dkboafp+So6Ma8OaKeDasy3s7KE8WxqVzPSNco6Bilo11eeYnnLPu07PZQh7EvhRzpG1IFxzjvIpa3kmTZdoMMTr8m+kvEPnJJSx8yHcP7EFAKoG0H6toyGJWjsioxvWFEHP9K5YrcrV7QxnEaoNGWziiEKCYBYowoK2V4H1bKTsb+aaGx7eKmmsaPksoAJymgmBTuRkjtMs3bDmQK4uc5fRHwvPf+r30a5byOxfkRwer6z4C/A/wD728sxH2R0leAHxT/fwj86jyTEOKvA38doHm4me+OecaH9Tarc0pBkxn6CIAHq1jogV204KZjDqaCBgYvMU6hpc1lSuFy2G2HyA/rSvWBB43na6fP+a2P30Q1FrtQDEoEQLQWATTDGH3v7T3DEDjC91Y79t099vsagNNmz/XQcNm1nLV7jJOc75dUyqKjpTs5OjYRDAsRrRI+8IrrSM/oohPhSXso2uL5+HpN3QzcWe9yH2lleX654u4bl1zvWtomvAiSwoiP7xfnJNuLlvXZnlUTlhe3+5rNosuWBCU8+6GiqQxKjhJJ6dooAefPlohrDafh5SCFZ7uNdJbG4zqPr3ywworRWl1VIfCLcUliz1OpAN6NVTy1qzCoNxYOEjoF0uMdLNcdbWWwxbJurQ1i5dmLBiNCBMS6trTtlv2uQQi4/niFMBJ5p0NKx3DVIHYK+eCAe9EguhDUwO2CxrOXIC4l1ZXA1aB6gkydEfQnsPzIYxeC6lIgWxikwA8Cl17y6X6ZWwBLHmj5Zi+XqdPvHNihfHCm4GUSMGUOmIvTZct3tuL6KQY6QpWYVLfAbSF//C/G++pGu7gJIksgnQCqKM8hfQF2o2U63b9iui07KJbH5JOMFbhpFZ4BQKZty+0ovzmy75P+F99+ni1uy98wvR9mdQOmyitH6n2bZftoStdJFlZlmNB/xvofeaVlKtCs8pMKxf/JGTUCZaF8+H2jU4qi0nMECF0AO8GEu3xjW1xtmBctUt68IdwDQvrMmw4BnIpqWBFWtpYmTKaVB2VhkBm8ey+wRkUpupuA2Ea/EyXHOtlYxzSmltH4bkvlJGHV9PmdeblroyU9BVHxNNqGcai4HqUT5G3lh7octzSX1uibDoBHgpvMQPMxwDzf90UA0J/3JIT4eQLO+yfe++ti+1/y3v/91ynjE4Gz9/6/EEL8l8BfBP4a8D8KIf534G977//wx6v6Zzq94tVabPD+bwJ/E2DzjUe+BMe3PZSfBJ5Tcj6A3r2pcF5w3Tcs9JAl4jbVAeMUjRr1uisRuM/7CLwrafPD6oTnrNqztTXWC75x/2N+66O38KsBdepYLTtefnRCda6CQcQqDpVjc7qnqQwPF1f0TvNhF4Bhqwd+/9lDukFnBY13Ny+4317z7BCcB5dV4BQbJ0Okw6inPDjJxb7FezhpOy72LQ/X4d61XgYAvl1yfd0C8M7DF1kuDmXZdTVNbZACVhEEOy+otKPrdVbdOPQVsnJ5v5IuLC9G2svHl2vaeoiAOVyfq31DrS1aOa73IUIiRiLu9JydboPSiJM4KwLwOxkYakV755AtI87JHMgk6Wyvlx1VUkmpe7RwvDgsgqNjbXH3PLoKeqgP7lyN6h1y1PYO/QzNyY7zFyt0bclyebXh8NEKaQX6SjDYBru21B8HKkm3qFBnPd5D9e0F8kWwJJsl1C9B9Z7rd8ErwbAJ1mYvwS4Eh7tkvrPaC8w6vsS1y9Z0/Agus6PT5GGZIbZj75cSBdxGw/CQIhImrrSI5x8BWQRF6XxF4Ik5VWJSfrTC3QSWHp/e+r74FABu/hQnsJgBtLzZZF+2OTloySnYz2C5qNQxADl3YMuYWZQAvTgu1eEWvvJ4fGyHmx1bguWE4GI7Xdluxm+vpn1/FOhzZN8t9T5mYJyUVdR/4vR3DHTPHOzAh2sib6lsngXN/meLedgWHH0lQrsASudyjBHslQC9tC6LeZvSz2RFLgI1lUoVk6rGc4Zn9Qiw9EBj8XsVrs/S4PtQblbzUB5zXVFt+okxSCnH4VCxaIcJ1c1GBSgIK3ifZOVNxyaDRlpxTCUmahyE/kmrhSGCq8z9mKzLKd+kH448q5O2yFGXWUXd5hRQbM5rDvuOW9a/0OkLAPqj7Nx/SAh68reFEP+J9/7vxt3/LfDpAGcA770XQjwGHgMGuAP8H0KI/8t7/5//yLX/bKcfAu8U/98GPnydAz9pgHgd+kZyEnR+5DCetXucF9TS8Gy/pnealepHJQ1EnvmmBzrNbFUE0YOXrFTP48OGnanZLA8822/4mYfP+dYfPYLGYhcSdQgyZvrDhrtvPedeu2Wtez7cLQAwUSKo0oFzfWe5563VBQA7UwdudVrGirN1h8gAcDdUDINi2fYMSa4uTgiu+4qLfcvuuqFuDQ9OrgPglS4AVi9oKsNgZZxESIxVWUKuP1S0yz6/RFLwkjQg9p1GnnhexrYEMBrQkvOBJ73vKvp9FV5iWw2tZbHscU6y3zXBsWan0RcK2wuqh/sYqltm8f9h0HGwD8FMpPA0MWDMYBVOCjZNx1XXsFp2+VrdPwla2xayk4oHDoPOHHCAs7Mt232oS2+Cx7m812Eva/oWxCAQVxrbBEc/nMBea/CCwzs91ZOKw4MUJVCwfyioX4KwIHMIahhWgRfd3/UIA64NVB7RC7yR+MqNPEk3ezOVlsEEqFODKLZ/UroB/Py0XIr9ZflzID0hxzKCPhhDpRcW0lxGPFY4mKh3HGmHL3aJElTekgQRP+VIhjNAVgDYYyG1p9H6xgr4Ik/+XU5MxM2yyv3zIerokJXKLhsNzDnbEAF6WgkQRYHz8bKs1w1gfbOOR4zqxfVO5R0BzROr7Gx7Oo+KJ0mBRsrZUFn/BJQhUixAKD+C2UjNEdoFS7SIl7kEzano0rI8b6AvdJGTJVmMtI68ndFZTkqPtSkkdZjk+igdGvTyBc5I6KOSRmKvSRCVxQ+SahXk6Fj7oMWfukrEoCVi5OQK4bPvSPkunIDhI9/zlMbv5OCezpecBJPMaPCNOf4+HUHxFCCn79JZMdefcbVTHLE2z+XmStAsX/Ggu+JmLttUht0+lqRwn4gpvkw/cvoPgD/nvb8WQrxHwLHvee//BjdHnVvT63Cc/2OCKPQz4G8B/5n3fhBCSOAPgC8acP514GeFED8DfAD828C/82kUPAfN5QACI0XA+aBpmZQmtkPNab3H+MDrSnJ0zitWqmNvA32iOgKaU6qEi7J1nnXVwRKMlXzr228ijETd6TAriXBBmqy+ELyxvKKWhlqaEOK7Aa4qeqs4bQ88t0vuL65jWHDJ88OKZ9cr7q12DE5mqsZuqKijc2OrDV0TdKKNC9w5LRy9V1weGvpec3a2ZdP02XGwUYbLvmXdJIeQYNHY9VUe7K6uF1SNwRhJUwUrRR0l6pR0HAbN2ekWG635Wo20DCk8u64OFtzK0m1rqtbAHcOiHai15eXv3sOsLWJpaT/UUet3HPCa2qCVpYsTg+QBrlSQBkwv0pIO0mpDrWy2TI9OJuH3wWh6ozj0QdHkrXsX+frW2tINmpfna3RjsDuN3MtAwVCEaIAyhNJWW8niiWT/wGPXMLwxsPijmuEknK95Ad0ZNC9B9p7uTiijPw0Wy/aJ5PBGjNTYWogh2r0jOg9xEyAKChpGAV4QMchCeghe9cRwfCjzjOGxZ4DqBqidlOUnlufJOcSIVdI5SqdAr0A4P6oQlPUqg6qkY9P3sfqIWV7PVF1j3h5mgDIdI8aycn39NM+NfplhvtHqOs3O7PAbwHXWnqz44Ub+cALQzMtIFbgxQTnST8XJ5vjihpW5PO4GWJ7ly33nR4Bc3pPH7ukygt+sHSW1wlsREJv0GUxTRESFaX4xcTKMXz6AOi+m+ixZp3l2fFLwSXlKVR8hyFxgT5C99E7hBhX8EpwI5rAETh2gQdTBqGCtpGmGYN1lrF+i32lVArwynHTcMltpPfadNZMhUtzkJ4LGYVCRTlL0xWtDn5FvPVHUyBblm9bmUrd5Hlb7lefBT8Dz69XtMxZh8Njz8PlMKtEzvPffFUL8qwTw/FU+TeAM3Af+qvf+e+VG770TQvyVH6HCn4vkvTfRIfIfEOwOf8d7/zufRtnHLM63BUNZ6CE/bAnctXKgM5qdCbznk+pAJSxdsjYLOwHR6YHVIvGgHXfqHcYpammppeXlixV+K/AfLBAPO+QzjRrgcC/QLE6rIdeve2Dx2nE1tGyqA12jebw94aQ5MDjFdddwfx1Cby+rPluSt30Nyua2b9qOZ5erPDAaL9kNNWeLA4vNFZ3VedLQ6qCasap7rruGk/aQlwETz817ga5MDpF9tW1ZLjv2Vy36zDFIz4vzNadnuxgNUUZL9jhhOexrvAOlHeJKYwT4XqKUZ7drwvtAh0AjiBDKWg7h3JUKYWKlCFxk35Dl8WptAj98qCKFJvRJsqB7phOctGTYGc22q+n70bv8Yt9mh0olPC/P16jHNVDT7mNkv+gAN5z4bHEeKkd3x9OcC+xeYVYS23pWPxDYwIjB1R7bhJeobWFY+8x5V42gfinpT8DVLkRNtAKWZqRneKJzICMQsWKMRubibyumvOYSNKXf8xfmZJ3+2IPFzf23DYEZOCWEIibqHaN6RcyjCJrnvgBukfCcgt1kZz5fHGsJlrvU1kn7Zk1TRbXtbP+cllCUUVqjX9kn8/MxK7OYx9ywNpf4ttyXnAsLiTxf1GncOP7PzpnCT422c8rIkYmGL8t8VVvLut8IRHIENOfMTK9N2j8H3vMkC6uvJMhHRmfAAEID39m78RzzorIzYHEqWUQ9zdsLK2o+fXI+jmNf8qcolShSclaFekwK9QgXJDxVY6OucwSUylPXFmNGKohzo4KR84LNMtDlkj+GmknDJVCa61AYinIfxW3pqKShPDiZdfhzgK1YnvVi2me3gOy5FN3N4CQjYE/c5hJI6xilV4kpaH4dwDw5TwGeS6tzqMNnDCTflr4YwPmxEOJXvPf/HCBanv8KwX/vl163kNfhOP9Xr9j3e697os9T8t7/PeDv/STKfhV4TjPeVRVoDJvqECyPtuLx9oT3T5+xUzXnhyUP2uv88FXCMsQYycnqnJIWNtM5TvSBrW1wwvPdy7tcHRr8IBFO4BqHfFoHB3EFeif4Z7/5NU7fvuBfe/tb7E1F/WDHo7OrXLaNAPBbHz3kdLPjwWqbgWSrgrXXOMVZu89gOIHwujZU0rFchIAuzgvO2j2S0AfWS17uFzxYXYPwmCGAXS1c4A7GctoqKE4smoHeKGptsFWMZGhD/bohRCt0XuQ8yeLcasMHT8+omxBFsO8q1F6izxu69wN32T5b4s9sCOv9vKE/c7hF0EBeNKHcSnq6QXMaKRnLKHtnnaQzOnPnrJNBblCO6ikHo2miDF8tbZjsxAhcw8eLYA1UnsudxtyR3FkFDffV6Z7dywp1EBzeMFSXCtmDOgjsIkQx7M8c1YVEdQJ9AH0Q6F2IBugl1BeeYS2wNQgTeM9mkUAl0fLsQgTB9OJvLFxWOTwvKZS1jwgsAWQYwTTEoDtiysk9BvBuW4cvrB5ZXePGA8bU4jrfx2x7AaCneeP5TbFbzHZrQrtVwUX2MXMEg9k5sDj/HNv7AvzesCynMtK2koc9A9j5sGSE8yNY9WVocRH+5254FTgUZDB1DFxmK3nZN0XId1SYDGTGQRmIpGxbWZeUdw56byDO47+Py8v5WRvKPD5MchIXOVuhi3xlihPDoE4RVVdi2UL6ySpKAM1iQqkYqTlk+blkLRbS4SKFDQqgJ0Yeb8lnFsKj9ag8odRodQ7fjN8iRBQUhAikOMAKfDWCZqE8VdRq1nq0JKfIr0k1Q0rPbtuwutvTG5XH01wPOQL/VEa54lYajFQMklJyjMOY6qiko9WG664Ofiuxb69iAK1AWSkuTTm03DbZyfvHQCg6UgLHgCc2OwgqMQY8Gekarwd2SxrGq8Dzl+mnlt4FPio3eO8N8O8KIf7n1y3kSx3nz0hKoLmWlnXVcRAV54cVb69foqWjs5rLfsHeVDxaXbJQPc+6NWfVPlhgHQxeTWbCaakJHFp4trZB4jmrdnzj7GM+2J1inWT7dBksjdqjdypEnZOgrgLoBLg8tGyWHW+tLnhv+ZydqznYih9enFLXhgerLUsdBtxaWb71/AGPNld5cNR5MAyW55M2aDh3JpSfQHPqi/N9m1U2rJOs62BpPZiKdd1hnIxRBMfBOAHRpGzRnnTREpxk3YIFOFl7AYYYGVDraBEXPr/M/bWGVYdfWarlEIKVbAxCx4H+MjgQ1vFYJR29VdxZ7jkYzb6vUNIzOEkVQbP1gkrFwC5WsawG1nWfJ04LPXA1NLR64GR5YN8EPra6Utgzx9BrLlXDsh4wRgWr8Hs7KsCdKvwHLf2pw28MYqvwrcMfNNUzGNbQXBBe2Baq60DLGE4Cfhii/LuvPK722dNL7SVm41A7iWoN9qBBe8SVhoUdQXNKIh0b/xdAz8dAIEcjsKVjX/OFksFzaaWcg6nbtqd6pXOVy+U57wxsFfm9AF8H7exMm/AUAFpMAeKkjeQygBzi+0bd5PgzH5qsr0W9cnclQJaOSfMPeUv+2WSgpKpMaCtzYF0A+tKwObeMCwLodprRku5m5d00jN7OW34FcJ6A5TlgLvPKW7bBxJEUz41AG2PTCjArCZrmsbwyql/MPFqek9EkRtoUc+oJZIe/sv5Z1UUk57fjIDrp2dsYNbU00mgdiPxmUJm2kSa+ahNCZTsUbpBUS8vQa2R0QG5qg7EyBz057Gukstw9Cz4ZtR4NIqXld65SVNIxgMnvMiWJUxP52L1VNJXh0Fdjt/yImHM+2Si5zQmsJ7m58jut3P44oDmU7X4s8PxZdDr8DFbpx0mX3vsnx3Z47//x6xbyJXD+KadXOQdKEXjNzw8rNtUhgDppWEmbgZWWlhfdklYNPGyvqIRFCcfO11RYbDGTl8KjcFRZTB8Ugeu8qQ6cNTXdRrO7bpDKI37QBlmyPZiTYLGstMUi+bMPf8A/+t7X+X+27/CNn39CIw0/eHnGn3nwBOcFOxOAtJYO7R2/cP8J10PDwUblDUbOtiNI1KWB66Q55Bm9FJ69CQNkcpI8bfZI4bkeGpZVtIZIx9W2DbJFsZzTxYHLQ5MdVpSK1oP4Yqu1YbCKWllMpGvYGFrcORl4e70KOqEbT/tgz2FXwxC9t6OVSGqP7SW2CZMdYyXLJoDfdd0j8dTK0ksdQ3qH7rdeRI1tx96GNhonAy3HB6nBJ/0aYxWdUSjheevd53z40R3sGjBhudIYhWh6lm3H4t0+RN8aNIcO9Ncu0cqxP1QMQzOCJQWuhv4kaHYLCfuHAr0P1xsnMCuPvhIhkqAgS2yZExe+zwxcVWNkNCfAzNBdomaUoHRmYZ5EaTsCnEanqyMgugTD8+0/appbHuPHiyLKXwmay/yeEOac6f5jig+T+hX193KM+DjhJ8d8CYPf2MasrGNUh9SWctJS9lEZ1GUGnqdOaUfakoqc7fPz/pzVzSewOGvT5PhjBRfXZjIJS0CopMjMQfP8PHPQXLR37KvbZgPpEJEpGvgAnl3SGocJ9SKD41h44h4XmyIwFhMg7InAzodJplLjcaUkXKY6RJqGtTLymqMspvb0g8YYSZDtjFznIYxncjWE+UzkFFetpaoMZggrc92gGQbFoh1CaOu0yllZrBNYF6zNc/pFCYpTdNiUSp+e8ri5TFwCz4OV9EZnDf0h60qLOLF4NaI7pjiSrM1KjIoaQozc5sxxxo9UjQI0HwtScptK1hw8l+mzCJC/4OmhEOI/vW2n9/6/f51CvgTOP+X0KmUN5wVn9Z4fXp/xYXfK18+e8cPtGV87ecZGB4vrc7OikoF+8axbcyVb3l68oBIWK+Lym5Aoxge8EgH8Ku+wSCoRlCYeNlfcr4PM2oeP7+BPLPIgsW943Nqw+nad6/aD7R02y2ABroRlow780sOPeGf5AucF39vd5fH2hLvtjtPqgPGSvanGpT6ZVD9cCJKiTKYx6IXLYcO3Q8XT7YpaW55erfn5B09CwBVbjcFW8BgveePuJeu6C2HKleVgdLb8Blm5Pg/aCSR7L9hHlYpDX+GcYDhoZOXG6IMexFsHqspgrcApjXtRk0LmegfNqkduQojZZdMjgGU1UEmbgX/wLhd0g8YqlycOKe37Cqslm7pD4rnuG672LdvzBfWmR2vLoV+hG4u7qAIrYhleatuupq0MKlJzmsrQVMEyNFgF312hCUoYahd4y8IFhz+9F4iBQOdwgvrS45Xg5VsWYRUon6Pz+bj0LPcS34I4yCAtlla0Iy0j6xDDcTm6yUPwigdkDrZLEDcHstwETzes0DPr39FU0gd8LKu0trpx37z+E8ts2YS09D6zQKaqpYmF1z4HpkllC19UpwSN8/rE/9m6fMv2ctsNGoQ43tXADSfKXP7s+t20EE+t4sIzasR7cfvxswnWq76zWoYvfotZGTfKOmKVFkWI64nJfZY/VzZuSnrNmWIxXrSkljF3BvSuAOeMeYM1eaxPvm3jBZlGv/M3fvsI+pNsm48XXgjPYFTcrnDJQdAEPw21CZKhQnrMoKiaMN4d9nVU3fAxUmCICLhsYuRW6Wgqky23ZX3mChVQWJxj9yXAXP5O+TKXOFpmrZMoGbalZ/3QV9myXkrQhb4orgHHQfM8pfOld0v6TnV5HdBcbj8GoF8Fnj836YuB8RWw5tVvoU9MXwLnP4H0KvC8MxWVspw1exZq4I3lJRLPQg1cmoaTes95t+Lpfs17m+f0TvO03/Cgvsr6mdKPnOmk6WyjFrIWhlYODE7hhGDvFb9870OuDg2XfomrHWKrqT+qMAv4yuYKheO6b7jctjw8veYPdw/4xfWH/MLmIyphObiKyz54md1rtlTS0mBYVR3GK3qrGArd6X2kW3RWc9IeggNhDPRyr92y0AO9U9xfbrlT77kyDc4LXhwWPFiG5UETVTuCZSAEijn0FbU2VMqxqIJyh/UiS/ylvm+15erQoFQAtnrdUWvL9bYF6bGnllo5uq7CPFmyfPuK/eN1Hvldr+hf1lQP97T1qNEMYfCsI5itG0vvgvbzfhgVQGplWdcdi2pgpXscgvPDEi0dh+9sqHqBudKYBx2P7l9wfrXisLDIrcIZySJyEK0TSBHaNkT1DaUc3aHC3DUsvl9h4xJ5d9eh9oF7qncCWwVt5mHjUZ3ALIDK0d9jtIIagdBhadotXOBD1i6E441Yg8ypTDc3N62Vtw1RxyzKKR2zVufyj3xTLNfP894oe/a/dMib7/NH6lJ68ouZ/FqsU7I8H2teoqvk/8pPAHauwg2QG2kucyA3z1ccexsdYmJUPqZXnNqXAKEXk8iLN8/nb17nckKSQG4JxsuVhbLO8/ozTogmE6O0/whwn34fKz8CvBnoEmWmCEhFcgD0IitYZBnGSL0QUac6Od+J+bkTAJ7fFGLkSqebSBBBaNRehuPvjGRpTtZT5wq5O4KSxtDrHIXUWXCDRFYOqpHSBqB0oGdUtaHvFJt18KOQKkR1LfXkTzf7iUNgql8poVnSIJK06txJUBT7YXQKBLKE6UIPNNqwUxXXhyaUXThEpnOP/fN6eGga1GSkamhp88puXgU9ApqTYcoekQW6TWYv748PxY+qtPEnnr4YwPkj7/1//cct5Evg/CeUbgPPF/2CzgQqxW+fP+Kbdx/zclhEBQ3HSnf0TvPcrvh/n32FVht++e4HgQohAqXDeD0OCDisD1bmgcAZsD6A6MErPj6s+c0P3qKuLZs7O1ZNz+Pv3mO4I2g/UmyHOvOTuxct9x895mJo+Z3rt4Kyh97zTnvO/XaLXFzROR20pAU8WlyxtxXPuxW9hcuu5RA5zWmwOq331MrmYC+1DI6FT3YnnLUBJEs8L/sF9xZBFWNvKwaruNtuMT7UMUQVdNTaBCtzQVcJvOIAZgXQWzWJzOe94NBXUd/UUa869o/XqK3En5kgeyQ91YXKIKS6ENgXK7pftFwJz1mp00ygpijpONUDj7cbjJUoKTlpDkg85/sl75684HpocsTFg9GoQ6BMuLOB1TIA5PWiQz1wdBcn+K1m6xeoxrJZ7xmIWqTS4T1sXy6QtUW/iI+2IzsM9m8YxEFyuO9R+xARUO/B1uBVaJdcD/jnge4iHMhriV240WKoQF9KVh8KXv5i4Ht7EZHiJDIgI5/Ui5tW6HQx8FPe67HBeSLXJW4CIxIgS1n8aDkuwfMxMHns3TUDe2PBaZuf5k2WP0Skt0QVjuQ4OGufqz2yCyApV3ECKMcyJ0kcMdiW7ZNFETMu8cQyXgLp8vrMzllWJ5nBvRRT7Cf8hJ4yxy4+3QOTa1Zcz2OgtvhfcpfT76k286yf5uGzy7KP9WtRlphZ2IEbVuNQjJ+oZxCBr1LhWZicIXV82UHiCLc3BSopzf8wA4cibyuBY0pajatq3hPVhoLlOPGeU3RSXdtMG6kqizGKqupp4iqb90HysqkDXaOtBwYrWdRDCJ2NyHJuiepwo0nFtvQ+KmmEc0m6MogKBN+WzmlWVc+66umNxlgZhosj/PNSPWN0jjwOTkuaRnYIjEpTWlqqGb85vUvnab4tAelPAs/wOQbQn+/0qXT253zt4POdbltCWtcdz/Zrvnn3MXtb0UiTnQiedevI+1L83J2PeWt1wXe39wBQ8QFvZOAPm5mjiQruH8FJT1heDguuh4ZFO7B9seDqyZrHj88QRsDa4Ct4tLoE4L2Tc/6Fn/8+//LdP+StxQULNfDb54840Qc28sAvbT5goQbOuyXGBQuz9SLM4kWwoDc6CNcfBp0BdK0stTTcaXY8WOTol9xpd1wOLQvVc20aWmVo1RCCwFyvOGv29E7nwUL3ydsAACAASURBVKm3Cq0svdETcA6wqAb2hWNJCqqS5OgOfRW4zMIjk3NN5bCtAx1F/beBBuN0AKHdPRfegYIsp2Sd5PHVhu98eB+A3VDTOxVVQgJl46JrMV6yqnv6qKs9mGiV7iuGdzt40FG1hrurHS+3C5wPdTb3h2CUutLYveLqeoGxCuvCi84aBcLjriu88vR3HGbt6e47zNIHmomOwTy0x0Y9ZuFCdMBEGVBdzGcEdhlAs+zC8i46AKXuDPSVImvKah9e/gmAlYBJ+RGk5jyMgKLcp9Kx3LRAlsCnBCPpJVoeIwIYnS7jT/cDo+U8fib5y3xlkowjpzyeJ9A1xnOO1t34rUYnVFyguogEwksZNTEtwysfjy0/jCoWuW9ifjHFgj7OcXx5HaSf5PUJgJfnlbHusjhPUU8vmWPOkfN8rC+PXZNinxfFtZO35L/t2qZ9N84zWpnTZ6xsWWbxkQEkC1kclwK6lKeL44AoQWRJc5nXiwj0kvyZnMKnKT0jWZejldOOGscyjmXpf6UsWluMkZm2YYbgt4Hw1O0Qg0SR6R3docIamYG4joFOehOCS60XXQypHR3YI40jgeYyeQJv95h2c8pfOnOXK4HOi7wt+cQ02nAdx1GtLGfLPZu242xxyBrVx/rrVfSM5BiY5OeOqWhM9JsL0Dy3VM/TMXD9SUnib3zS9s9Kmj8Wn8bnTyj9659GIV8C5z/hNNeZhAAmF3rgo/0JZ9WewUuMU8UykmNdd3ywPePN9oKfXX+c5ehSUty0AkyWyhC80Vzx5vKSb9z/GNlYcAL1rAYPi98PihFJKePN9oJvPX3AL7Qf8M3VB3xz9UOsk1yalnO74uvNE66GlsuupYuA1nlJJS33mh21NDTK8ObmknurHe+dnvPe+hwduV+tMnkQrYTjemjobACWZ/WOVg+0ymC8YtN29E5x3TeZ4tFGS7OSjjpZb6OUUdIATbrJCeg+/eiUi6sl+xcLxLM6L5FaoxBD0DaVlcUZmYGDf/NA916H/Mqe4d0O58bB3nnBdtvi+mAFb6PT32lz4MF6G0J8C892qKkjF7qzAeSnl1SzGFDagggBUB6eXGOsQknH4uQAK4NvLfIygOftrskRGIXwQf6tsVkZxW0M9sTiTg1oB5XHbBzDmcMrsG2wNl+/7aFyKG0xpwYEuDZamiX4egQpXgdQ7qPUFoIAnlUBfJMsVwIsCajBCJLhpgk17ZsDx8lDUwCqlFcVoH12zARkCj/q+x4B05MQ3umTQHiaAKTtpUxcqkuREvhMqhbpWxSc5gyWKXCWZ7TeF0UKxxhBcA5GSzCZz128oYSfbpsB5Ulf+1mfl5ORdH0SYL8V1Bad4Ittx/Lddq3n1z1vL67zjXJn90DRLxOwfEsZQt081jsRnP9mY7WQZEB9zKIs4jmOVRNGa2i2ZKf8RSCTtD1FA0zRSVM7knOZtTJMvrsQLCk5O6cyhiGE1K5rQ99VNE2gzTknQ0RA4UPgJqtYtX1WU6p0cAJ8eRXUfawTOVprAsC5nkXbdAGoSx6zFGMgqARUj4HctGqnhWNTd1FZqadRhlUVgmO1lQkTjgI8z/ngtzkFpuuTzqEjVaOKFI1K2qOgeZ5u4zv/cVMCzbc9Al+mHy95788/jXK+BM4/4fTjPFi9VXRWs646trZGCc/F0GKcQgqXo/m9v3nOk+4kRhEUWD8uE5WWZyVcBtYWiUXSCMNaBYfDO/WOR/cv0Kc9vvLorcSsgqrGwVZBmUNY2nrggbriveop/+TyfX7uzlP+8ZP3+aP9A96pnvON9RN6q7gemrxUVUuT25X+L/TASoVB8HpoMug8ROt6owxvLi650+yohGWtexZZF1rS6GB9TpZ3W0SZUjJE6kt8vIPRGCeDHnO0wO/7ivOrFfJKo/9gibpQ+MZjjcQMGjvIAE6Xoe6+l/h7Per9a6rasD7bsV4duHfvOtAohGfb11wdGhbLjs29bY7wmGgxEMAxwGkdnCcT4NYqeI+Hlwos2oG7JzsqZXl2vQrOh8LTVIblyQGxsAgH6qXGXtbs93UMPyuRVxqp3Qj0jAxAp5dgJKKLDkIqOOfs33DEmDnIKr6EKo/cy+wUiPCwHkB6qmWPXTnsxmLPQv+I0jKXwXPxuQGmGIFhCTYnCMPf3Jb3pTJiOTZ+blgNuWkRTmBWjUD6aPmzOgkvyA6I2k+oIUeT8JnScANcludLXVKC/lfwfn1UPJmCZz+hjEwUSWZ82tKKPK3v7Hc5cSj3y5vFZmt9toYX50vHJhAqpn0++c+YZ3JcuX8+MToGhG8BzZN88dhsudUOqV1uryi4wzm6nHTZQpzKmQOx0ao9br8tiZm19oY1uvif5Oim8nPkcSM566Xw2jKDWiZlGKNoF/3kPCkaZrLUHiI1I6VaW9bLblLVEgzn+sR9CVCXQUdS3cuxOkUeLGl1CXBn4BjzLqvwvigB+El7oFL2xnWaOwzmiU78P5ehyxEChZvxmn02QM1pJWX6SYHnz1yaLEt9Cp/PcfqS4/wZTN4LllXPwVQs1ID1gtPqwNbWIfy1CwDsB9szfunswzyIOS+CegauCL89zo2cF4HzjKTzOg9O96qgrOEBt7QsPqrYP3JUVwHMXpoFj5oLLi6W/EH/Bu9Vz/jVk+/w/e4eP7w+4+eWj7knO37t5Df47r171NJwVu2phGVvKxaqZ2vWnNSB34vu82CzjM5xAK0a6FxQ3LgyDRvd5XzWC4yXDE6x0APrqqPeWHam5ny/5OHyCuNDGO/dULPtawYxOrD0RmOt5P5my3bX4D9u84s+WRTTC8eaClkHnrY3EnrJ4s6epjIsiheKYFxuXNU9m6bj2fWKQ19hXeAz19JwNbQMVvGVk0teHhY82a0D/1A6Gm3ojMqDelMbPHC1b7iz2lMpy4urJcs2aK1iFbo22Ecef16jLxRGVnQyWI30tcC6BjUEZy5TWegCCBa9yG0VVmA38eWqoboW7Hcae9kgHvb4+z3eCnwtwQiq1pBaLpYmvGi1K/rCj8E+lMcfm5OLaMqUBC3bFE3wNv7zMXB32zvqGNAcSc/HTTcJRKZ8yRHLi6wqMknpFKUKxhxcirgx9nM6f8lhzsEy4rHZ4U+EPgk4OIHfaZtSMJFb39VlH00A59gVN/LN8ky2SyAGUBFlvrK8BNILcFpAvgyQyzRXP/HHJlhlG+YTlWN5bjl+CpqnTc7yb3GlIdAwItBKtBpfco1DOdIxA7Fjhwjpwz11ZP8c/OKD3NxoNfVFXibguXT8yxFGhxBY6tBXVDpEMFXK5YAlKkYgtAeNkESH6FBI0mXuu7C6uKo7ukFnec7gEOgxRfS+xGtO1LRSSSMFLZlrSMvid5kSwE4BT8o0l6VLxpW0T+GRCCrlMNbfMiyMN3mp4ZzKnNA1hKOKoDl9l6u2c752au+Pkj73yhp/SuYHr5O+BM6fweQQVCJIrn24PeVeu8WgMq1BS4szNUvd83uXj7jbbHm7fYlFspQ9nYscXzxJAC0B5pSslxy8opaG7+zuc/5yjd1q6qea/SOHaxy2kfzOb7zHz/4rH9PIgV99/7v8N7/zl/n3fu7/pnMVT/sN727Oeb/+mEbAUg382c33+X53l6XsOdU7fuvwNu8uzjE+8J6fdyHqoXEKLSwr3XMxtLRq4GAWnLUhMuFXl+fZEfBnFk/59ZfvoYXjV+78kGf9mtNqj3GK7/Qt752cZ4u084IP/CmPVpdcDw0fXJxyebXA9YpvvPcR33lyH3fe4NvIF1z44BhXOYT0DFc1onYg4Ox0GzjEJ6HflPSsqz7LzS2rnouuZVEPrKqg31yd2Cyb16og9/TG4oqdqfjB5R12XVU48QQZOSU8u0M9eVkkabwUgMA6mY8BqBvDodUY7REHiVup3B7ZCdQhRAe0bQCq+qVEGjArjxcCOYQ8CM+wcbTPJM1HFd07Pc0ftahvXqCUYxg0h6uGflfRrHq0dnnZ2PsQxldKF/Rhg9dQHGDdiPBKQDYBXARLsSyOK8GP8keCqzADULPRPFrPMphLeY695NL5SvArI5D2BdgrgPENqbpXgvl0jgTsZvrQMY+LjpcJSCcQOamyYKRpcGRfaoOnoMGQy8ldULZ3VsZtDpOJBTYFyTMQKv3oEDo51t8sO1VvPmEqAe582/zeOJbnSBnHAmVMwGkBiPMtIEcLqY/7ZPE8ei9uhsSe68yl1YkC7KU6TZz6CmtsspTOndy0thmopmMT6EyBQaT0aGWzddc6mSkdh4NGKo+uLH2vaZohUzmC7rNDV0HbfowMOOr/J8AM5HOkrvaMgTxS9NN0TKoHTK3OZUoGnxKYauEmk4u5ZF2ySg9WcXex41K27KKxYnKN0zX0Y6huKciccBUtzJmiEZ0CtbQ3LM3H0us4AH6Zvpjpczz9+XylT3oI52mwKlgyq2B1NV7GJSVH7wKNw3nJG+0VT3YnDF4FVQ1EpmBA0Fwuf5cPeisHjFM83a9ZLDuwAvszQYYI5YMDnE7e0JJvbj5k3Xb8w2c/x7e2D/n25X3eaALQHTwoIfgLq9/nYX2JQ6Dw/MrmB5zqHXerLW+3L/ja+lmod3PJvWrL3XqLFo53Fy+oleFeHRwEFY6l6lmrjs5VvLW44BvrJzzr14HmESkg76+fs9JdlgtaqIH3N8+zNX3fVQgBX//qE9ZVx3p1QN/fs3l0hVga/MMOt7KgPHang8VPOdbrA5UKeqWjNiqc75dBSk4P+Piy2DQdLw+LoEUdOdaXXUstw8Tgemi46BfY6Hl/6Cq2Lxcc9jVX1wtePltnPqL3IuutPr9aoaRnUYfgA8ZIDruaYV/R7avw5mocKLBXFXzYIoygfS6orqG/42g/VsguWJ9tC67yyF7gKk9/3zKceOzS0Z96bBMa2b3bsXu6YrdrsJHbKStH/3SZAynIaEFNS8JS2UDVENFSV4Cb5EAosuNgzJdoHSWwiinnTeVMPtO8n5gmAGf2SVH7XgGCE00j859Tmh9L8Tt9bnEenABjUfw/BpphpEDMyxfgKz9x4MuroYWT34THXH7Pfs8BedEJY4YS+M0nEbM25jzz/i33Terlj9dx0nY/7QPm+46A5qLcDFJnVuR0z5VANkus+emxMALsxEEetYOZlJXvf5FoFCE4U/o9lhWrWpQvowVXCp+joArI6hlCeCptaaqBPjpFJ/qa9yJI1JEAfyjTGMUwKGodlDVK6kZylqtUYZGNgDgD86LbS63jMrk4lpXvvRLYpr485kQI48TgmDJHSokO5yFrPZfHpHaXVJr0e3Twc1l6TsX/c9CcnOp/HMe/L1K6MQz/MT+f5/SlxfmnkI4t85RpPmt1cQlTeEHvNIeu4n57jfOjE5pDUEfO13ub50gR5OgGrwir4fGhF2Gd1SIZ3DhQOQRKwN5WvLt+weOLDdSOk/WeS0A8a+CsRyjPWnWZ8rGqe9ZVx4nu+KU7H8ayJBeu4ge24ZeqHb+2+U3+7tUvUwkTONVecb+64oVZcd6vItANAvetHHAINurAnXoHwMthkQH0UvVUwnK/uubjfsO7i/MQwCW2zzgJrkJLy1p1fHd3j/tNOLZVA9988yOWuqeRls4plnUAvNYL2mUfQHEMLWsGjb2SVI1BK5u1SxdNj/eCRTWMA2oMg97qAeslg5Osq45dXAmgDdf6w+1pDi0eeMgCMyhUE5ZVhxcNai9h1aOUw8RIfEMfqCUXbsHJ6hB0prtqlFk6KEQn8ZVn8UOFV3B4ECzHqgOnogJIT5A+g7DMrwSu9YhB4CqLbz14GO5GEOtB1o7l7zZsvyrgbhe4n4BfGrrrhmrZR4A8i2bmxyXTHCEu/U5/C4DknQi0Dk/mPIvbrJDlZjFD2ccG4VdZgkqw5WfbfbHtVYN7WYVZdbLjYHl8tNJ6wSSQiC8nDTICtHl5gqCtfVuTnMjni4/7tC4pzZ0A50kUL7QEAosJ0AQwRwrHUfA679OyLqI4bp7ndazItwH72fE3QDNMADGiyCNmXGThJ6sVCRg7J1CFbrkrwmjPKRUi3qOJhpGCnKS8zomsuyxm9Rt/j2UlS+tQOOb1RtNUAypuTxKbVYyMCmGyXXKphQigfeh1UD3SNofgDqoXnt4o9r1EK0sVLeu1snjImvVzjnMCziU9I+1LMQTmzoSJonGbQal0MCxBcRm2eqFH6px11VFLYJ4AZbBcOATKETAnXnP6vEp+7ph+8+ukMly3yz5J7sbvHyWs95fpp5++BM4/4fSqgSGl2zhT3gs6Gzi/592KWhqWegA/aj9eDC2n1YHO6Rx+e66wMT+XFCEoyuAU7yxfBKC63rG7WKCT1/abOw4XDaoy2ZL9bFjz9ZOnOC95pz3nzy+/w//y+C/wu/or/FP7PkvV8+fv/iYb0XOq9uxcTSVsqBeOtTrw9uIFOxt0lwdf8XJY8Ki9RAqX6RaXQ8vvX7/B/XrLo+aCRg58fNiwVh2nas+Vbfnnl2/x1uKCE31goQZaGQBs7xR7W/GVxcuo7iFp5MDgFca3rKqeq0NDpcILY7PscR6MVSzbHrOS4cVjFZtmz8FoFlWwbvcxXPfH2zWP1ldIMWRnEiA4bdaG3mnO6h2X/YJ77ZbvXd0JSin1wPnLNW6QNKueRTNw0C5rsrb1wNY2+WUrHPS7ivNB0bRDAPm9pPq4wrYhAuCw9uzftpz9tsRVkuoS+k281gP0Jx6voXkeogc6HQC0bXwA3msTztVaXB8APcKzf8Ox+ECxP5FI7XBGwiARe4WLoH+ybA8QAYaPACOF9x3BBTmvd7LQxRWjpBwjyJikowCaKd1icqP7kbZxrBxSXW7ZX+zyjFEUM1Vjnq8E20ff3kX7JFOLy7xtBW0lW6HTxOKWoSTTMOZtOWJNFjDhX5fW5OLnTaBa1lUA82GmqFvmLB/rj1eB5lvPV+yf98GrxtdZuWLephloFiVohtw/6Rkt780SNJe85LR6VKo8zCMEVpWN4Hl8RoL1ebQMw7gKlVZ2tHRo5YJfhPAc+kD90tJhI5AvVXaSJTsBda0dxiiEHKkmZRhwYyX9oKMEnZ1Y3pPRxvoxTIyM5ysttKXPDfGYiYNdAb7nSTJ1irwRljte/ASepfAs9EBn9IQmUtIokrW55GenMhKInlM0StD8k6JklOD4tt+fqfQ5txJ/mulLqsZnLGWLsI/OcDY4vHU2gMCD1fRWZ2/qje5wXnA1tCxlj/UyWpODsHuyFKcBIYFY6yWNNLwcFnzv+i7n2yX1Ksj8PDq74nDRUK0G3nvjOYNX/OBwh3/+/O1s9f5q/QyF58+dfo+//9Ev8O3tA77ePAHg4KFzFb919TatGPK5T9Ue6yWneo8Unu/t7rJWHW/WF1yYZdSrlry7fAHAd7d3GbwKjiAR7DcygOuPdxtO9IFWDhmct3Lg66un2fpxog+cVTsGr7gyLYNTfO3kGQ8312yans2iyxEGgfwCqpRDR6tNXYTJXlQhitWyGjjfL1nqnloZWmU4rQPFpRLBitI7jYl9n+TxpPAsV4f8Ym7rgaoyrBYdbT2EsNnNkF+uUlmq1uAOisO2xl1X+YmtrgV6K1h/XyIPArMQqAPYBagOzNqz/EjSPhcsPwr75ACyD8v+qhOovUQ/HcOqq9ZkoOGqiIttDI/bS0QfJPpsL4PzUFwOJtFLvIjydD6CaBeXqV0G2onGIZRDVS5aWqcjcukEdQMUJTB4G1gq973Ou+62dcMboNOP33Mra/qeWJgZqSApSSI1JSl6kL/LcyaaRa5fdBgsq5npGDNgOaFzMM2fCvHSB9Cb+j5au4lKLF77UVaw7IsjtJOsLuLHfCMo55ZJBNN+fxVonuQDWdmb7StATVoJmdN6xOwc84lZuk8TZUMcuS9GMDyTtrslJSWMSd2iJdna8PwkZ76S91xyrFPdEvVBCI+xYXIvRdBUhuj8HJ/HStkcBCppPlujECKct6pMdgzMbY8TCHNjsjuC4eSkJ5jSJlJdkkZzpjgU/0uFjZRKvvK8n3Nf3AC6icIxqm+41OaCOlOC5rKNqS5JTSOraESKhpaOuWbz/Pfrpj81aht/CtOXFufPUCpn9em/EJ7BhRn93lSsKheXc4J+8CAlvdO8v3xG56eXMww0YYBUynFwVZ7BqzjwPD2seXK1wRjJzzx4zh8+foAdJGppON3s80C6NcFK+52re/zqve/yG7uv8hdPfou3qpd88+5H/MHlAz4c7qDEx1y4infq53y/vpvPU4ngBPdnFh/y7cMbdE7z9dXTEP7bK1o5sBEH/r/tI6wX/NM/fI+f/crHLGXPuVnxXvssy+Kd6h3/5lu/TfCAtkEvWgRQXQnL82E1cTpZq47HhxMOtuKH12ccTNCZNnGJctWMHL80aC8qw8PlFVdDy0IH6bs2WsR3oqZVhj94/oBfeeMDALS0XA8Np3UIId5bzWXX8uKwoNWGRlk6q1DCc/fBJW0VdKs3bdAoHawMOtTCZ893YxRSOUztgrpH5aCXmBMXFDIA2Qs2fyQZVhEYD+F9LzvBsImWZQPDHUfzTKH3gvpK0N3xDHdsoGYkhz8Y1QXudgzXLYtvNxy+4RG1w/cSdaWCw2kdXog5DHERhTG/9tILuQDCpcXv/2fvTZ5tSfI7r48PMZzpDm/IfC8zqypVpSpNtEzqERBYYzJrY4WxwAzYs2fDij+CBVuWrGDLrq2hWSBM3QtEo9bQqi5V5Zz55judISJ8YOFDeMQ992WmKkuqbD03O/eeEyfCwyNOhMfXv/79fX+TbTNYIQAuOyKuWymhM+ObaFmmQGrCBs+2/aoPszsY4TI19p1M812sePkexgGD87eVJZHhTm3OvGjJmB5j2SkGHbGevB2hjSnFt9c+JK5J2CXJQebtLY8jfpcY+Pl5TwMM4UN690lJbG45+PD+9u+X9neLHQY3zGhuMbUeO8YwC3lkFiO1k9vg1qfr5tYMIFgrUGoKLOcBbymFdkrTPco0xjYkBrtkr+d1lm4TuT+L+zAxBib1cVnj7AJjrHVgtL0TDNErvtRMp+DjNLumlc0EQvoulUREzP2Y54GAOjGlkuiDHMBmZ3VOzjVhpfGZXMjLESOrLIpkIGJk3J33efuLboFxMicIO1sceLULntPpsiqDAivpqGOGwFpZqpQlMCZAKZ000rPL+r86v/jvTADhHfzC39byBjh/Q+WbukHKesr/Q0yCsQKMD44UEHyWtXBcmCX3qm2WVZTlVnKUyEQPPtjNvb255i+3DzmpDzTtgNGS880O6ySPl1ec6h0r3fE755f8+dUjnnQnvLd4hfWSM7Wls5oX2yU7N7KXB1fxfvucT/p7/ErzDIWj94rBa65My4e7e7zV3rCQPSf6wFJ17GzDabXnn33wayzXXXav6JwOwY/SZm3ZWh1yJ1cLE49H8U+f/CY/OHnO54eTaCsUOufeavamYl137IaKVhsO8fKvovdzrSy98CyrITIZkpXuOan3+TxfDS3rqmNTdSwf9LzoVrzdXrNSwYLvZb+iVYYLW6Gk40Gz42Ar9n7UJ9faZq2gcTJHeVfKhmBELxiMwjuBjayVqCzeCbwRyINEdSIE9rXh+b78QmBrkBasArOMDNImeDqLQdA9tNQvwkNmOLegHbK1IxPmZAbAQnj6h4bFhxV+rxBNSJ7ilnGa1Y6UW2aZ43al9UNI8+uCK4ET+DhTMgG0iuxgQPwvCteCvGpy2Jizu8c+pzJnrkvgVq5zC2AzLT6AwXH9kX2+ZVtXbi84rumdAVEgyDEyqJyxsO42kLu1n3JZPh/+1rrCFaBX+HGQIgiDs+SxrXzIJlnKU2LdtwzAiv1nUF02IdnxzYF/Wn5r8POap/QM6N5aXjLMzAYS5bZH6szrFhKWqUZ5BM/lYDDpldNnX2xTbl8CZhfPcynLkCKcWRH/69g3WR9kHS72EyEltsnJSIxVaOnojZpYzrkIkktWW0bWutY223Q6lbTXkmXTTzICplNSOmOU8g0hRv/lPlqlDi701+kZNrjoClWc/zlolvijQYE6WquWoP2yX9DFWby8XFm2fY2OfYeJdnnppY6wzTpKNJI8Yw6a0/syR8JRiclrnv//LoHnNyWUN1KNb7D8oqZmUvSxlo6dqekjM1AXHcrzbjW2o7jCB69wiPA/3ryJee6cppaWF7sVurK0amB72eYO/TAEuYHzkhN9oImJV54cNixlTysH3lWXPDlssC5Y4UkkF27Bx8M9dq7mu/VzKhE0wgdfc+1a3qqv+ejqnH/5xXf52fY+f37ziBvbslRdqLceeO/sIjAEwvJu84ql7LMP9UYeANiowO5uXfAh/YOLH3LZtXRWc9Uv+Hx/wrVpeHZYc4isx95UnLYHeqvYNB1vrW44a/ect3tqaVlWA/uhig4ZlloF32zjwud3lxc8aq9ZqIG32ms+uTylkYbOaT7bn7JQA1dDy1L3vLu6xHlJLW1+sDSVoZKORpn8wBEEVic5ctTahoedDglJdG1RlUVGhtCeWszKo3YhJTbCc/N9i96BaQN4Vp2guhQsPlUIK6gvJF56uu/09PctYmmQrZ08ZMPFNl5zonb058EDTdYWUTnEaU/9Qk1ZOnkH68cUSJe2Xj7OZLg4nZwkH2UbSIMGOX1NQGUC4QnUHQOoglFmUEoQ0r7K7e66h/103dKXOCfx8COYzpIOmDLRJWieg94y3fi8yNe0rQSi6ZWWy9mrbLsnJsgp2mVkAM6pfWp2bczr58j5UP7271AOSDzjPiagPP2unqO/5evKbKARsuERQXQBsI9M4c/PqxDke2/OFCfQa+14TQMolUDldD8uB94x0RxP91c4OMRgNSU8jY4ByvFzkkRAZF6LQbeKoLnWNid/qnRIv13XJrPNSTrRxLgNKcIMl3MCYxS1NlRRnqaEp0osbXTWKNn1xEBr6TLoLYPvBqcygE3SwxzcXDDpSVZYyjl0DNZLpXy2XkaWudGGdd2xtGwPggAAIABJREFUrHq0dJy3+5wtVsopa57bFQMCE9s8d9FIbSlTX3/dcpcLRxl4eKyU36eXeINWfynLG+D8Cy4/L5hOU3Zp2mpwKutuL/pFZlSl8Hywuw8EmzmJv6VzhjEa2CLpXJVZ3UdnV7zdXFMtBhbtEOQFOoDpl2bFu80rftR+zjuLK2ppskQCQhKT33j4hN9sP837+fhwD+clg9coPFsXMgRu5IFTteOd9RW1tvzJZ4+56lsuzQKF57za8nuPf4aWjt86+4JGBo304FXu2Fo5sJIdg1d81N3nT7fv8geXPwTgR+dP+WR7Fs5DzC6Y9IHWy+zZeW+xY1N1UVahslOJcSGj33mzy79d7xTfXb3iRHc00uAQmfH/B48+ioGNPe8sLlnpjvdXL/KDoneKralplGFRDTxYbnMkuC6YZik8XbSTarRh1fTUVXjgaW1DNL8ImfnUhUYeBK4OelR7z7D4VOEqQEB/GvychQu+zYvPVLCp+0LDQcHJgNQhvTbMwEMCMpENtPdDMKq3At2E9vT3LUoH3bIggANrYubCZDU3A7rJ0i+zdDICcuELxi1Nk8cHa8LRTuBtzMCR6pQzcDUBXXNwnZZzm5k+BlSPgKm8/mQ1wQQ8JscFMf6/lQVvXle5rATWd2mD57ZyabtbA4Div+B2uvEvOTaUh0EEIF22X8TjLtqXj3c+KCnPYTqnvvjsxRE2PtaRJDGz37i0kMvBpokZLjSu1hw5gYl9TB+TpnkGikdHi1FqVEop0v5TwF2yfSuXT4JBi8Fo0i9LOdrRlWB0iMlGghuFyCyvTHECsZ60jXWS3ujg9xwHpYNRdIcqS6lCu+JvRHlcfvqdD5n9EljP4K0AtEm3nMiAxCqXjhXpmQTkAL60brnPUoqRylhHkmaMWuyDrTAu6LtrabnfblnqnlYZllVPLQ33FzsO0cEo1SeKdoeU2jazzTm7bhkMWAJ2bjPQd5Vjz/q70nXPAfS3Qg/tv+HXt7i8Ac6/gPJlI8uvW5wXQWcbgZ/EszM1Z/U+a50hAOkb24RRdATM6cZP7EDyde6c5mW/ZDvU7LqK0/qAFJ7vPXxFrUMwG8Ba9/xq+4Sl7Bm85lFzmYH7Rh74wNznVbektwqJoxKKpez4bH/Kp90ZBx+AedK4pfLd1Usq6RhetnxyeRqzHgpO1Z616vj++jkr3bGR+9yx7VydBwGtCODzxzdvxcyKe1LWp4Ue6J3iYMPD46wOGfhSxHYOdEFkW6Kkmdv2NVo6LvsFV33LwVZsqo69rXAI9rams5q9rXnerdmahq1peNpteNmv+GR3hvGK0yqw2oNTDFZFfXo/sQMsp+/S4EjFbII6dvTpwV1XJiRCqBy+8iy/iAlMgGbdsX/H0p97XAW2Ded5+6sDehuy0qkuJUeR6M8a+LzFGpUfwokBziBEeZR26Kc16KBDNn14qDf39pllHoOuAhByVh55MM8u6ASWJwB3vDbKejOAnkz9ixGUlwBaFe9LhnYC4Ip2lB14eauW7Hf6LoLP8PXsvi5Bqpx9LkFrCaTn9cRtJ+vNgfY88O8Im5wB/Gy/U/b9jkFHWdzsHBTnyKvitxOzunJ748oT9w5ur1sGQZYzDiXTHfej6inQnUgz1Pj+FtMctxfcBo25GXKahGRyKBk8MwF+JaCes7EhO+Tt+uaBf6muufNEAsFaOZT0ORh3v6/z4D65WSzqIW8/WIXWlvUqzMq1zZDvcV0AbxcTKqXPaeap1nbSjjQrVmbaS1lpE5hslMF7wU3fZKJicm6PgMa0/cQiTib5RJpJnaW7jvK5pe45b3dFfY6bvolMdWDcRbEfKQJ7nsB+1jZHiUYlbCZlvirLfBcgft26x8o3iRPelL++8kbj/A2Xr3oTlOt9mf7Je8HeVMF7WBsOVrPUPRf9grN6jyF0pG+31/zri3f4R/d7lrJnqTqeDxtaOXBw1WTU3OqBD8x9Hiy2/P2HHwVnDtPyw5NnPK3XfHh5D+sE7zWvchsdilO15++dfsj3m6f8i/0PeLd6xd+99zG/tfiEE3lg8PDB8IC/c/IZp3qXWenP+nM26pBdMR7VVzxY3HD4nqbVhp9cP+Q77UtqYfjR4gskjsFrXto1lbBcmiUQkris6KiEZesa/qN7P+GVWdEIw4PqhufDmk93p5PzvDN19mQurZKk8Jlltl7yxdUGLR1vrW646lqsDylkr/uG3zh7EutzrPTA1jQsVHhgfXBzDyBY3eUOPPhxNsrkgU3SqSvpMFZzMDoPQqTwVMpE9xTBq+0CpRwnywMvr5Z4V1E3A9Z4eNhxtdLo1UAlPN1li9gMiLcGui+W+E2wmFOVY1hrhIXDuaO6lOgbgeoETgsG0WAf9OjKRlYekj5UKYfpFZsvBNcrGcCXkQx7jTrpR52ySNroOD2ermkrJ57MKfmDED5LM1IQVSJLM8PsI2A+disV+umxcgJzWQa3Je1sDsCbsoABWTKuP9Hf+tugMS+O1nTHwG3ZnmNMcv7ob603caIoliX99C2QDbkdt/Z9x/p3lspDX57PO/qwBELnOvBj9afz6Wf1Tc71rI3zQUwaHBGuE9uHa0ooF3X15OBS70YHCFHqqefNKwZzyfZtai83Lp/7LI/WcAl4T4P5RqY6tX+sN1z/Ll/b5fopeUeyeUuprL0XdEbSVobtrmG9OrBeHbi+WaArG2ekgg2dkg7jJOu2Yx+z6GllcVZhjMzsuJQesndx2OfJ4jCOxYrfZA5alQwZT/WsH4WgVy5BcNpmMgCe1X/cp9lNvkskh8SjdZ/3VRYtHcsqfZcckmw+r0J4mihBadUQbEPjq5EmAGj8LVb5dUGBd/k43/Vc/7r+z7+MyVbe4PuxvAHO30D5eXVIdwUPzPVkQPZfNl6x1D29U1z3LauqwyF4d3nJq2EJFVzblnt6O/FTdgTJQiUsJ/We/+/Juxys5unNmpO244enz+idptGGv/vgYx5UITNgGwGvdZLvV8+QOG5sy1mzi2xwQ4/iib3h9xefcV/d8Jf926xkyGL4Xv2C//vqh/zDzc8YqKik4dc3T0LQnXT8vbOP2MgDktCpV8IwWM1GHrh2LRt1YCk7NmrP4DUSx8+6h7xdXbGUfWQNHP/Hk1+b6NV2pmY71Jm1T8xGHTMPGqc4mKj57jS+DkD2reU1X2xP6KziH731IddDG7yypeVVv+SdxSWXwyLLMG76hivXYpzkZmjorJ78jmmadch66cB89FZRxWnYzup8LTzcbAG43Le0bWCN2soEp4344M4PzxgM46yEsyE89Pcarx3mvZhF0gnMULH8XOI02FWQeYjnNf7RYbyW5ThDoSrH1b/XBzs07fEGqtNuBoSia4CMsxrSxTYWwUU+aECldNkeK1/fEYilqW4isMisXAmoYAS3brw3kntBSuCS2dfk2FDqaMtS1p3qLT/Pdbnx/0R+MS/lduV+8smI/+Wsrkm7x3X8Xa4TaVvBtH2vK5N2Fyc1pT1P5+qubdNX5YAjfZfP1RS0HnUzET7+VrPBS3k8ImSr9FYUAauhPh8vLRGBeenUkq7f5B6Rd1kA9ePSDJGX5Yx7gpwgJAfEpWQ+mU0ej6uUZKR9pvqCNSMTCUjaH5BdIRIgTUF/yVaubgzdoFHKUTcDm0WXnYGUDMBw11d0QwyYk47tvmHoNAhYrcM9XjpkKOm4v9zn9mbHpUIamFwugnREToIGU3FexMA/kcHn3GbOJRkITNjlFMg+Z3rT8y6B5tSOMvC9dKBa6jCbtzcVxiqUDBK4tPYkvXZ+Rd/mAjTnGVrEZNZ2HnBflq8TMHgMEFvkLyVQflPuLm+A8y9JKW+y+Q1XTuMla7plHH2/Oix5Z3XJZd/mm/6Lwwn3qy1rvSNZtpUlMdALNbBpO9oYqLbta356fZ/zZsd7mwu+074M7SHoineu4aG+GoP9XIVF8HubH1NheWnXfNA/4D9efMD39SUfD/djMN+eMxWA4MFX2VZurTp+dPKUp4cNr8yS9+qwv0oY6ujL3IqgZ06Sj51rWMqOC7vKx/Ve/ZJr2/In2/foo+XbsgrZ/q77hoPR0Q5uBKa1NHxv+ZI/vXxMZxU3hwZzqKjrsN666nj/5CUr3YW05N06b2e84npoebLfUMvAYlgt2Q41+0GjZZ0fPs4LllWf3xur8xQrBI/nFECTmBwYWa62HjBRr9cZlRMnqBj44xnto1IyBakcXR8BdgTV9mVD80LiFAzrOG1tBe7E3MaTEaA4D7IJ59ibMZjPW4kqXS8SEImgKeCyMWuaEFBVJoLmMeMacb0MoBiZZo+YAsF5I3PyFAJ4KlwOMqjO28yYYZeA4gjWUX4CxidlRlTfWpa/i4DQ8hoAWtRR1iVn68zfz8HxsUHA60oJmlNdCeC62fKyjWnbcr9zED2RtRxpSJJROEbAnOopgfOMjPN2ZJXLGQFRHgsFw1swzHNtbynxKCVEU+nFbblGea2WvsYla5xPkxivwQSI5+BaCDJzW36nIvsL4T5qqgCEh0GzaHqaasj9xKrtJ9sr6bg+NKHPkS4zraGfcOjCszmB7VqHhEzzUgYqCuGRfkx/bQugWoLWVJL0IZESAL3Teb2yT8w65oLVnbtnlKVMfJJ+95TLYGS9FTd9cHaqVHAuSue3VpZWDzTKhFfy/5f2Fmj+JstXmVl+A5q/feWNxvkbKl9Hp/Rl6941eq3UaO9zMwQ92UIP/OzqPuf1PksGNrrjyrRZJgHkxCipVMJyv9py0hx4tl/xeHPNrgvpt41TfGfxisFpPjg8YOcaPunv88xsuLaLAGpF8F8evOYPb37IB8NDrJc80pc8cw1nUvLD+ovMVAOBbY7bOC9RwrGUPWf1nsf1Zf4OAlhfyS6u0/FQX3Gmdixlh8LTuYrOad6uLgCiH7RkXQUrpSSBSClV83mM06s7U4+BLFYxDArfSYZBZd2484JGGl72QcPdWZ0fBE8OG4YY+Ne7kLVq29X0RvNyt8iaaRu1hHtTcdm1HExIddvFgJ5GhSlEHaday6lO62RkTxzOE5mvwIItmoFax8j4GGQkZXDiaGrD+nwX8KAOAFec9uzfDeurgyC6RiGqOO2dgIYsE5cUU+VGoC8UzkjcdZWTn6TApczoJTAgRjYvRO3LDOyBzJAnn9tJeR04ZfZdyXrOty8/z8FocnWAEcxl1ltMAeAENMb38yC4tP+5Nlj4qCm+42BKwFpuM1/n2HFN1vFf8hr3JSo304CXx1WA3Dv39Zrv5u1Pxy992Gdit494QN8K7ExfHVs/fTcHw5PtXN7+da4Wk+3FqFkuk5IcC6g7plUWgmj9FjKwShl1wwUT7maAWwqfky8ltnjXV1TKsmj60BfFe6eJAb21Dgx0pQIIbyoTWVbH5c2Cy+0CvKCqTXDXiLrfISZCcV7kQXtqe9n3ZP/9IgFUCXyBie45a6GjLrlWo5PQ3CmiDAqU2Q5urKskkOal9HnW0tE7zfXQsjM1V12bbfqqIoixUWYiz6ilGdvO+CrLMRD9ugDBb0KrfOw8fdmt9tda/Df8+haXN8D5GyyjTut2cODPC6wHJ9kNgXVN2ZJqaVnqnkYFp4fvb16wtTWDlzzpTrK3ca636CBaOfBiWOG84HubV6yrjlXb01nND9bPWKuOG9vwrN/wl4e3OLiKU7Vno/Z8YU75zJxzT2/ZuoZKWP745jtsXc0X5hSF5+AdD9WejdyjhOPgKypheD5suLZtTlhyY5sAMFOGQxEStVzYZbaZe2ZO+Li/T+8VO9fQyp4PDvf599c/4eBCvRd2iRLjlFpvFeftjrcX1/RW8WBxE4CwNqyqDik8nx9OeX/9kt4ojAnnyfQjG3xW7/lsf8rOhIDAIbpvdFazHepg4B8faLsh+IdWyrKsh4lGr4t65jJiHcLD6qZvMshulGE/VAw2BO1VytJokwcBSjlWbT9OtxbBPRD8odt6YLtr6DpN2w6BjRYeZyTVhcI1EZfI4LrhMzvr8z6y9CGxS1tN9ayiuhFwXSGWIcNglmMIH2zm/JhWu0w1HNo6ylVKd43X3hUFYCyBS5qaz/9l+swUFM0rL9ntEix6MQWKR8DbnSxwCUrhNmv9OunDXfXPv5+/n7dPJEaW46+5E0cG88f2+5r15gOacr15u9J+i/ThCB8SrsDIIEvGwL5CkiEKxnZkltNgjvAqwLaQIy1QzmZM6mHKCB8DyGW5NaBjZJ1LwFkyz0J4Vm1PU5ks+Uh+wrJoY5Yr5ADgUM+iHgpHCKIMI6S4D+DY5eC3xBinfS+qgVpZVouOujIoHfyb+yFkmvWEQfdmceDBepuPKbPeST7hRyeM8n1dOFzUyuaEJ+n7MrNfWl5H14oU9wHEZbPAvxlgPiZzSED3ol9kxtt5wWm9Z6l7higlqWToh7Vwuf+sc6ITl2WLlbDZeap83VW+SiKUOfB93XevW/dN+eUub6Qa33A5drPc9d1XKeWUWCXH9KXWSa6GlpPqwA9OnvMnLx/z3voiT5MdrOYvdw95u7niVO/ZqENkdBUSz/979R0+uLzHqu75i5cPOWm7/DDoXMWD6hmtGPhu84KfdQ+5sQ0Owaf9eUw+4jlVOz4bQtBfpzWXdsV36hd8bO5x8Fc8Ujt+WF1y4TQ7V/GBe8iPb97it08+RQpHIyzvty9y4pRLu+SlkXRe89uLj4HQWa1kxzNzEhhoPIPX/P7pn/HpcI9W9LRi4M+3j/np9YOspXt3c8nj9jKfw4Ua+PXNEwYfNMYvhxVP9hv+zuZT/qh+j92uAStwZnQi+Wh7zj7qn9ODYTfUeepyOwTW+qprc6ctRHiIPr1e8+7pZfZUrZVFakNndGaXU8KD667h+fMN69M9b29uQrCikxCtl6yTLCqT2SUpHTI+U2wE/ClRQqMtTTPE5AaKw75GVxbRwPCohy9qvAB9I+neNtBL0CPoHQ6aqk1MdtAkU3nM0qN3At9adOUQ0mUnjpRcIQUIgciARIjgCCCED6y+m3I53t4GlnPHgxLcjX68iWEcAUt6ron89axuWYA6K2YMSME25535EeDdBYD9jC4ug/zyOozAMb2Pg5dsu5b2d6wNx+oVxXflencB8ALsp+yQU8cLP924ZMLLr1yxXDCVuJQa85JVioy+0OVJSW2L5zZbFxZfl6C5YIqVttm9xRe/W2aYRbgu0gBtPqCaBvOFg0kyixT8Vwb5jaDYjXKoeF+HdcfgPwDrRAa/Qoz3JpA1xMlnOWUvvd61bJaHHHw3L7Ue2WElxgG7kg6cZFENPL1ah+RK2qKVw1jJ9rqlakbpxNniQKNN7n/Ssel87jxNZGSBPPuWpIFSTIMDs+SsYHHTdol5JuJt5yVa2AlYTv+TVC2Abz86SIkAxhNZMDjFSX3AOMlHV+dYJ1hUJieSSky3im5JEk+tDCvds4p2onPgHNrg8gzt3ML1WFG4rxToV56PY9+9LmkKcPt+/psqR7iEv83lDXD+FpQU/VwazBNH888OawDeW1/wyc0Zby2vMzPwyfaMJ4cND9sbOqv54fpprvPd9oIvtifh/clV9jr+zvIV9/SWG9vyuT0LGfui3ngpe3au5tIs2duKj7jH4/oyBBtKy7Vt+Wn3Fte2xSFYqwP/ePVvWEVN9H11wz++92OeDxs+78+izV2HFI7OVcjYYf3u8kMkjmu34KG6ohaWg6/Yuia6g3gObs2lXfAX3SOuzIJ/cv4nwG/yk6uHKOnooqTiVO9ZqIEPbu7xoltxsJpWGXqnaNXA82HN7739Uy7uLfnnf/wbMEiu+oZ/cP9D/uWL9ydBmaUzR7Jycj5At5R90KXkNNry5GbNg+UugEangmzDCyrhWVQDu6EKGM4J3np4xaIaUDHIJnvjznSFSjoU4QHXm5AtzKTvhM8P4m7QOCdYLHuslQydhEFiNg6sQHioLhTDw8Ba+QiIpB7TZwvp8UNgY/VOMGw8emECEBce5wI4ThrrMb3wGBSVg/4QpKyAvggEnJcSLI3L0ptxg5TY2xf1jAGFHhGgU95+AqRdqiuxtD4/3LOMY9KA423NbTr2cDvG5M7f++kxjescA9B3tOfIubmzDanqBNZzHX7634vbx5yAthTT7XxxDhNoTvvOwJPwWwgf3S8YgxEJ70vcXmqYj1kZpqQiPoHlDPzH9RP4TeslR4l0HcwHZyNQLpKYlLsVc1nGlL2WYsylmGIYcibzeG+W+0zZ7WwBxIcYVFuuV6bdTvKKBBJtAZ6tk5yv9niCxOtq16KUo132CAHGKE6WhyLGw96yxATyoB7I/2sVPPtTvoDSSQNACxfXCUGCCfTOZRXO3wbM5X7n/smjHnoMnjResjM1e1NFAiMy6ZG9L8G3Fi7PyC5UPwHMCTRPGfIRPH/T5S7S7FvFNH+LmvqLLm+kGt+CUinLw8X2yDSa5O3FNTem4aPrc2zU7r7sljgvWFUdF4cFf/TFexys5pP9OYNT/Gx3nz+9fAzAs5sVWljWVcd/+PCnbNSBg6uyxCMFLuxsjSVkIOycZqEGTvWel2YVMhM6hRKOn+4fslQd1kt+vH3EF+aUSjheuBUv7JpLs8wd14fdA65dkG1YLxmc5p36VZZqvDRrWjlw5VoALuyKz4dzftY95OArXg0rfra9z95WPDMnrFXHb519jpaO7y5e8snhjH/+9Nd41q1plKHVAzYmJXm8uOKyX7C3Nc/6NR/c3KPa9KiV4d31JZ8ezjJrkV4wBsAo6VhUQ2ZVkh4ta6uVHZnWCJqNk1SRbeqiFZ0UQQPZ6jC1a72cgHJRPGRK3aCPDxStHMs6MMwwPmCsDRZU3aHCWkHVGERr8SsTgIoFs3SB8JsBqaRzNkOcMr7SqL3Atg5rZOEMEKZ+AXY3TUzUMqb29T5INJQKdeWsYXacQr+lHy7AVk6kMgMdqfjY9jIbWQbeYgxMzO+z9zMFwEvop9i/8qNEIelrKxeY+fRduW3ZNHHklb8b23br+5LFzS8/fX/0fBVtFcVxyHldTLc/cs6nOm/G/5Pt4/7K7IAlgE6L5FQjn+U08XyWMpsswSh/57Lu+JoHrpWBf2EZOWFQ0tandUsgDUyuGT8Dj6kugDLpSK1NIasY25DZ2rhtycQmjXBqq41Mb29K27SUDGVktKvoq5zAcqrLE4ByYrStk0GiFmfFrvYtLrLZJSh76+Qm+BdHCYMQfuJlDKOGtwxShqneN+ub07pRo5yeS2mdkHFW0Mdg9rkMo6y7lBDOgWSZAMVFh4u17rjfbnPcT5JmVCpKL6KsZKl7FmpgpfrMNJeSDPkaWUZZ7nLUKLMDzt//VUuZdTDk/H2DVn8ZyxvG+RsqX2ZZ85XqmE3dCOFDPE0MLquUpcLmaTEtHL1TnFQHtLABCJqK3garust+EZjNvuLjq3N2y+CaUUvLVd9w3u75zXe/YCGD60MlbZZySIIxvItPkEr47AmdgG/nNJWwHFzFUoWpvN9ef4zC0QrDr7ZPOJEHdk5TYXk6BN11CORT/HT7gN89/QiADw/3+Hx/yu/dczzQ1zwZTrmnb2jFwIVdcnBB331tW14OwVHjz64es646jJd8cHiQsws2yrBUPY20bIeaV4cFtbLsoi2dkTIz0v/qxbu8t7ngP3v8x/yLxff5+PqMv3z5gL//6OPIooxTlkl3DDHYMn5OADdlABys4mA0UrqQzlxZ1nWfJTYwRqr3VuUHb8qKlWYWUrBg2J/IrLIQfqKT7gadraK08AyDzj60wf4paLeVDmw2JoAcdZBBseAFNBaZElsQggqtkfi9otoLugcWca/Hm5Al0ESHj74PXYi7qejrIBNJ9l2JdTZGBebZg5Agq3inyEJHOmEciazxtMxJ0LReSOAi8kpCePxkJBB3EBeJKB3wwhfsqy/cNvJGU/BatrPUxc7B8a3Gitvf39ruNZ+PMsIzgJm38ROmdp4CetI2we0gwLLdpfd1Ascl030rSUkCyP52ffF3IV1v6XNZX9mMYrAgIMswpBwZ53I/d+mUx0GcOLpOCcBzVksxfldKOnqji+3IQD7dj8t6oLcK60bHDROBbZo58oz9uhDBA31RDyjjg4uNdLQxHXbfV9Ta5sHwsbZDsKxMAYYA+76i6zRahwDFVdPnfisB5c5qvJ/azZW2dGVgX8lMJybZIbIscB7MV0ubgfNcupE+JxlGKuW6ZV3Oy6NM8FXfhlTkBamRiQ7h7nTQSM+uBJpVvADt/AL8GqUEyl8Gno/JO741rhpvMHwub4DzN1xKH8ivsl4q2c9SjHY9JYjuXRh/LvSQp9OcEPRO5ym1d1cX3AwNz/drXh5WdFaxrAbWTc+67ni8uGLwkko4VqdB77VUfQaByequik4Yyfc5tfdxHRwsnvYnWS89OMVSBtB8rre8pa+QhGDAwWtaMdAjGVA0wvBZf8YiguzeKVz0lH7UXLE1DZ92QR6yVgdaOVDjOFEHdi4kFlHCca/aMnjF793/Cf/ns1/jpD7QSMN3m5c0cuCz/Sm/0jzj/3r2q+ziw2cCQK3ik5uzfG5/enGfD6/OkcLzX7z3r/i0OwvaYxOCE3s7Blim3wgcSoxTm9ZLOqPpfRARKOmoVIBvvVU8v1nx+OSKvakyo9MZna2kri+W1Mued+8FXXbSINp4LQyJqUrOFHLMulVrSzeEaV8pRuYqANfAZtWtwRqJ0h77oMM+aZCDQFiR5Q5C+Il1lfysxT0c6O9bhAnMsSsyrJlBoSuLtYLm/p7upqHf1tSrIA9J2cgAdGUz62eNChppq0Kd8Zxl5k+MWd68FxNsJdMy4cckGEwBWVjXIxQ4K6IPdXw4RRDnHTlIMoFKL0et661U0KkkIA0zoF2uU2yb9nGsHj9b/w4QeWvZMVY2vU2As5CshGYU7Z5LMcp6Siu/VM9ci6190Ig7Jm4XImmDSd7evlgu4vvw2+Tvj4HCAjCHY5oyyv6YlqIoCSQneUYZmHqszLXMx9fxRz/Ah7sQAAAgAElEQVRntlYGVx0pHZVy7Pvq1jGkQa8UYKzIYNdFNjtZzCWpx7IesvQiBQRC6MMS03p1aFi3HRfbBQCHfZ0DddeLjjoGGCc22TqJZXz+lElKErhu1YDxKrPKSZKRvJLntqkhCHDM9gfg3JjyWuIzAaNnLO8cFGdAW/TXablxRaC78Cz0wKrqMF7lPjrJMxZqYKEGGjnQpEQnhTxDzW5ahf/K4Pl12uQvK18Gkr9V0o2/xeUNcP4Gy7Ec9zBa6JSar7K8DmRn8OBDkEZnRqAMsWOSnst+kaf03j95wcc35/zKyUtuTEMvFS/3S9ZVx0Z3fLI94+Hihrebq5wMxYmxjdZLpLBZrhFG62OAScrQ1znNd9qXPNTXWd5hvcQiObgKh+TH/du8Xz9H4bmnb/ikO49sbwwGES5vV0nLW/U1Es/gFRt5oEfywqzZRYeNRhg6NGsVDP1/5+wTPtjd56P9OQ+qaz7tz/lP7/8pPz48otGGpjIZUMKIF4bIBCVgmryS/7fPfpvBSQTwzvpyZFEim9w7jRaOg9U5UOVmaLA+Pnii80ajLEP8vQCaylBLSyd0OD6nsF5kuzlVh2h4WwQEJkab5FcK4AXWCZLWwIswVdzFa2GwKrNhKTsfEC3hggWc22tEHYLp3Mpm8OOBYQhgtt9ViNYjLzVuY4gugQhA1yYQtFbm9ZMUQlZBljEGBo5tsFbkIC4hQpCXdyPTVOI4T5KjjOAqB3/FlxNltkPAF/67NnwnVZHmOjLeKYHGeNula0NMwSIjqEL44GWdGifhqKVaWWUJOBPDW97+kteD5Xl5zTolQ5vaWwY2jsk3IoguAbIsPisfALETkVEuGHc/1i0qfyuwM+uERfwdEgNNBLyuCNaby12OHOZtKcbcE3kOZqfLM7iVt3XLx8DyyDxPnTOALLsScVCX700CaHY+SqsisFy3HTeH0GcF15wgq6q1Yd9XVFGedTCaZTVwKNhsJR2NsnnZPOmIEiHhyZOrDafLPc8u1tw72ZGcOy6vVtTNmOxpJA1kZmVLAJx00zAC2zZmRQWQftz/MWa43IdxCi2Di4XzIj/bRgeO2+yxFI5K+lvMevJsDrNto77aeEmrBk6qQ9x+4LldxaRSJmqaR9CcmOa7QPO8LbfaF5+LZdDgVwrsO1KOsfDfhjLvXv62lzca57/GcpfB+tcxXjdeMjiVX53VXPYLJJ5XhyXXQ8vnu1POmx2fbU+ReH508pTvn76InZzlndUlO1PxF9dvTzq3si0qTsntXM3O1QwR7AY5hMsgd4hyjTO1Y+dqtq6mlT3v18/z8pDwJNgSrVRgCD7ZnfFuGxns4YSXw4p71ZZGDixVx0YegpUdnpXssAgqYdmoA3+5fZjbcqr3HGzQXP/R1Xf5aH+PP7j8IdZLahn8PJfVkG2cYHwwJ9Ccpvp6o3i5W2Rmc3yIjGmznRccrOakPrCqel4cVjkbIHG70vu01oZFNeTfrgz0MVZxGDSHvsJZwcXlamyj8JMAIKCQeXiGqJF0iZWWoz9sCRKSdhISaPGolQEJbh31l9oFmUY8N00zBGCjPa6Njhv1+PBM+lGpXNY1A9TLPoAjI3E2BgYmNrf0N/ajd3OZljux5UIGH1wpAy0s4rJJievKgiWe2JOpOP3sAlhOB5eBtjyipy10uBMnhrReqSX2t7fL6wo/ssxZV13s6xjDXG4D03XLdWbnYASpcxaaW2Vynsp9pIFCWq5ut7f0Us6gM+mchc/nLA845BTkTpj6NKMwO8wUJyDib14eX3pNAGxxHOX7FKRaeien66TMFnjL4jDXNb0mkyQgaGhHeUC4R0NArvcCHX2RE6gqg7m1Cv3PrqtR0rPr6jBAF56D0QigTf7DwmeXHhU/pxTZwU6z5+n1mqYaeHG1YrXoGaxk29VUynF+ukWIEBPRKJOD5ZSYul5MvIxFeo3AuvRpLmUWCXQni7o5M10ywyVglsX79N95GfryOPsY/P3DfgYvb4Fp4yW91RNrvBS0uNR9TqmtpZ0c3xw0p/bMdc5fJziwDHKcn6Mv22b+fl5eZ4v3pvzNlzeM819D+SrAuNRIz+Uac/3ZrW3FuG1nNPfaHc5L3lldcjW0/OT6IVo6TqoDr/olD5otg1bsDjWfHM74wfI5qmB+IWjIUgeatM/Kh3UqZXmgb4CgOU7647f1JUp4tq7BepkdMSxRyuAqGmnY2oZ3lpd0ruLf3DwOgFp3dK5iIw85I6BDZlcPgIPXfNGdclbtQ6Ci01TS8MPNM/7t9UNO6wO1NFwOC/7s6hE7U+dAmhSd3sQp0aQftn70WU0Pvv2gkQI+uj6n0Ybvrl/F9gicCez/q24ZZDOzDi7pmKXwtNpk7+dFFfxZrZM46RhmHsy6tpi+eODEdqf6ksY6/+bSYZ2I077TKUwvRM54ZgaFbuM0qvTYmAHQR2swvRqi9nRM3uC9QH3eIIDhxIIOqY/VwuVAq1TfOC0OZtDRY9fhHTir0JUpnDXG4w24ccqKTiQGR0BeCAaU+TyXko6yBLeF0eXgTiu5YttSUS0SO5rdRYhSFibgtRygiDnozV9M2ezM+iaZx7x9aR+T83G7vszC3wWay/oLl44sRZmxvt7Ksa1JWpFYc4rfIg1gisHDCKRjsh01PRejl/L0/E2aXLLEolifBHLJ1561I7i5K5nJZNaFsd+cp8qej1/mAbmpvgDCyM4QSXKRdMll6Y3KrhmTfRX/mziYViJcp+VZKdnMRpt87zfKsB1qBuFZtx29UVkO5b2g7zVtZTBW8t7ZZTHr5DNBkJwvkCM5UCuDs1Xef+mRbJzMjhnlOSmJhSSjGB00bGaIx+ORzB0sAkB+vZNFmVExuYHMy83QZG1z8mpOwXVzpvmrBgR+1fJVGOO5vV36/GXgWIlfsuDAX6Km/E2XN4zzL1F5HcB+nf6u7OgqZXl5WLI1NTdRo7uuOjqj2ZkKLYJt2kp3nDV7nuxOeNKfhPTZZaZBArjc2mZc5iWNHHBecvCapex4p36VM/w5ZLaMa0WwVrOEabYBlV05vte+4O36is5pXnSroLWWPffrGzZR23zwFf/68F5gmeWewWl2tuFEH/hge4/OVdHNQ9PKgXXVxYQkil3M5ieF57QOFkwpg99CD7R6mHR4iRnK5zMZ6SvL4+UVw0xbl36LvamCJ6qfeq+mB1/6PRZV1KV7mQH8shqwEdwm1lZpF6PkXWasEoOVmK4QaT8mPzFW0hs1GVglZtl7kTMHygn4cFA5RO2o6pQoYbSWk8Jj7hnULkw9q8YitcttTaA8vdJnqUqmOJ5LKzPYvXUdp8FAZqVH8HaLGSV8lpHpHhcm/9/xldo1dWBI+2T0Mf6Skl0hErucAaofWdbEtIrEyM5eCRTPwWPRphJ0l/WV686Z18l+CwY9n99Se50p3bENc6nE5FgAoV3IMJjaXKw7/03Sd2nAkmMyU1uJACMOdGTxG+U2Hz3OMdPfCBBvs8XpN87XHuN1lmZi0ncyscVMxyO+AIaCANi0sjSVmYDkSoWU1uHlJttWakx53Q0634MyHksCgd2gWdXDZJyTZHZSjIz2quqzpr/Vw8h6S8dpE2QKbT2wrAeubhYYozBWUulpXSlZicTn4D5I9nZBgqeFnVjAucjsujhLlpjlxKqWmuZJZtZ4nJW0NDHRSXLvUBFAJwa9LFXOHuiKWc/b8o1EKJloj5dm8bSwkWW2mW1O6bQrYV8rzyjLHFjP03F/WZKU+bZp3XmClW8do3yka/t5X9/m8oZx/obKMWB7zOboy0rWQosp61zq0uaj/7Jkr98UpOEFvQ2deO805/U+r3uv3qGF48bUXPQL3l++yPtbyp7OaVaqo3OazoXEHZWzecT8tD+hEpZTved79XNsBM4fHN5htepRwvE0Ji7ZyD0P9TUP9TVb1/Bnu3cAeH/9gqXsqaQN/4UJnSuO79fPsAgu3JLOa5ayRwrHu8uLmDHQcmkbGmlY6z5O94VO9OCqPPXYxNTUg1XZxmmhh2CVFFmVNC2avl/VPefNbsLwGyc5qQ68OKzCOrpna2oqGez0tHAZkHQ2OF144bnqa9ZNSDAzRAZnP1Qh+C8mclDKYYzkxXbJo5PrcVpUBN2yli5YUUH860ZLrdg+JVNSknGWQmtL12mUkpyu9ijpuNguENIHSQZJ26xRqpimXQ/0PzL4QWI7hdhpXGOClKMywZtW+QzgnRNYo/AusOcieiWH4yO3U8AouyhYwPS9j/rykQW/G6xNJSmhDd6JaKcXQVaathcRxBPxbEHzlYkg0gmZsKYFAJ1rZaXyOFMsmN/yBbDzkbkOXtmB5S0D5G5JD8QY3FfWlc9dAs3xf0gMonIj07lgciiBic6AU4IzYjoA8WTGOUleklWdUI7EMgdWfjzmEcyPbc369Qhej3kuT07X7Lsks0ha+dH5ohgEzEBImSgkz9hRAHiKe0ZMHSVKIF4px1Cw2wE8v77vrbVl29Wjikc6dCHdOlsc8raVsnk2LA0sUv0JlCvhqGLA7k3f8Px6xfl6x4vtkk3b5b5EKUfThEDwe+0u28Atdc+z/ZpaWhZ6mHgvj5IJnx2ERjmGy7Nypa1cAM2Gg60yeLY+JJg6dk4q3EQKWEk7CaBPbHMC7Wn5sXPrEBxMxfN90DM3ykzkMJVwORAwuT+V2QzvctL4q/g3/zzA9y4Hrq8j2XxT/mbLG+D8CyzHOuRUvg6oLqfuEmuaTOZT55s6xHnQQh1H8uuqo5aWJ4fNaC0UO+ezesfO1Hy0v8fbzVXIvMQIvHe+phKWrQnZA7UYHwQdmkpaXtg1G7nnTO2oWksr+9xBPTMbVnUXWG0kn/bnPK4voR47raXsc0fWyoGH4pp3dZBIrGQXQXU4lvvVllYGT+atbQKoF5YLs+CiX0wGHaks9JAlGWWAx+Bklm+kyHUpgqVdCHQJ52EVnUCMl5y3O676loMdA/0WesiDmpL93cc06Vq64KIR27TvK4aCKYYAOrpO5+nUNIAyMXFKqZ20KWpdOoQXuf2ppExmwapNYiPiWFYDrOAw6AwYnZOIyuAJoLgbNKZTAUg5gbjR+I2hP1RUlc22dykBRfKmldIhq3GKemQgk3NHAE0uSlBuaUspQLRPKGkEtWVWt7KUSS9c/D8GIo4gMrXhS0wZRmDox/8ZHDK7p4XPDXjdrNDkINPxFVKKYyByup2PEpIpg122N9Q7gtqSLU/LJtplYoCmV6TAyQzObQDZYSbB4yygfNaLp3ixuR/3pM+L7Z5k9SvZ9dn5mmf3S8vG5CUR6MzqKCUJ6TpMg69k+1Z6oydWOZUM6gngOJV0XadZHimmg6ykcbZujDtQRSxAam8KAEYEJ4jO6hy/kCwslXAMTlFLS+8UjQqWo32Uev306X0enV9zutpzfWg4abvMRjsveHh6Q6NDIByE4D4Ig/3zZhf7kdEpY2Sa3S1yBgJ4nVjS+Wlge8opUAb1ldtKfJRsRL9pL6gKKztJCsx2eRsgW6GOrLjMoHlnarZDHfzzGRn/JEPRyWMfl+tRM4lGyTzPnTTuctZIRNHPYzk7B8XfSpD8LWzyL6q8Ac6/4PKVHqazMmedy3LW7oMVnRMRwDiItlslG9JZnd+vK0NvNb3T3Gu2QGBaOqt52S256hdc9i3GSz7dnrKpO87qHSc6ZPVLns0QpvS2puFBc8PWNHy2P6FrNS/6Nd9pX/K4ekUreg4xSLAVPa3q6b3iudkA8G9v3uI/ufcX+ZgGr1A4TmNK7VYMWCFoheHgNQrPwVWcVjssksf1Jde25drVOYVrI00OEtEi+BUHpkSz0n30HY3BO0UHmBiLwQu6ocI6GbTJEZi2DLGNoe7eaLS0wbqPEKxjhprO6slsQHpoNtpknWLKIJb2OyT+OMojlHL0XcVgFU1twMks77BOMkQGSEmXU/A6L7CO/BAVlMBCsH2xpNp0rBY9Wjpe7hYYqzhdHAqd9fiwf3m5yvIJv1cB+JwGHbSuLLU2tFU4nt4obAmCZXKAiX1sAiiZ3SxANTNyNq1D0ii7PF1/WytabFYANeAWsE5As5SETADovA6fPudTGM+rH98X97R3t9nqyX8owGs4Mc6WwLuQjpTrp/qKfSkdk9L4os74WwcAPH4WCQHO2PnMTqswO6IK2UuYMRCZNc5aYekgyZXSb6AKDXhqdwKxqen5vJSa9RL0MinHAvQmMhvI18Rd65e62vK6uUuLWg7K5gO5SlkOMd4BglRDyem+K2Xx0XJm1fRsu3risV5qnZNcC8jWcws9sDcVkqBhHiJoTv1IZzXPb1aYQ8V+qELCFOHZD5qTNrjwnLYHLg8txklWdR+Z5tGCs7caGaUMfSQZpufKAcHVKM3aTYLY4rWfZvAq4XBiZIrHYEI7CQxMOufOahppcp9rvQjXYNr/HYgstcV4GYKwo02fjkzzmCXQRZAcQXMciMyTnByTa7wOLOPlLaD8Vexmv5Wg+E35WuUNcP4bKvMH/vxzKnPwHDpZP1qaueNTTDIyqwcTOp82dsa909QydNC9C8GAe1OxqnpeHRbcX+z48NU5H3DOj+4/Y6l7TnQX6wyd0nuLV6Fz0PCD9fPouxyyBa5kz9bVwcfZKk7UgRdmzWA1Hx7uc6/a8h+c/TQ4ZaRpSTSWkBillT1L2fFQ7oAwndZ7xXv1yzw9tnUNl3bBh7t7vNtecKKD3m+ju8zQzh8S+JHdMU6CC5HcQnj2Q4VxkiFGx1+bhqGWnDaHEBxTBKRoabkZmshIB7u5hR4y659YpAwiCjAtCDZ4+wjQvRfZJg4Jlba8fXo9sXKSwlMlJijW0xc2VSkY0EdWreyylXSITjKomr30XL5aUS0GvBMMRvH26TU3XcO66bjpmhDUVFn6rkJsFcKKYEVnBc0mpO4NU8s+J3lQwmNuzaqIDFykctFvOSR7mARllSA0XeMz8DJl+G5rn11sR2l/N7+PboFdH6f9odDjjvdfdgCRHnyhc54Bv1uRZeX/u4pgDPgpWVqmADwH56V1ZNEPFNvBjIFNTbo1EPGZbU9a8QSUXdSWp+90TMDhrERGq0Hngv1c2R9lFjiyykluIOPniY5bjAdzbOAzB8qlK0a5rpixxXA7mLrUtnsvAthNsy9pX7P1Qj3TmcAQ5Dt+r8SoG04xE402o9aZoDkO3wVtc84kKh1nzZ7rocn3baNMkZ5boIgSMhsck276hs+enrFYdeg2DOAbZZFNOAc6tsM4ybIa2A0VndGcN7vJualj3x9IBZvPU+pnlPBUIvzmCTwnmUbp95xkFqFPsplVTlrk3ulJFsBUqpjee5RjBMejZO2Z2lZKJhIJ0TvFZb/I5ylJ6kIwoM1BgY0yOTGYKnXSEVh/VY3zVy3H7Ga/Svm6Eo+/Gr/9CypvxgO5vAHO32A5xhC/rtyeqhzZj2MuGxCnw8R0SuuudKUAjTJYL7keGjqj6WyQVqSUpKf1PidR+d4mSCN+4+ET/uTJYw62oo9M80INVEAlBhphcjYpKTyPq0sGr1iqjj/ef4fH1QVnasc71avAOmjH4DW/d/JvQ+CgHNi6hhMZ9NYOGYIJCWC/FQMOwdZrahwr2fEMWMoO5yVWSPa24lF7FdolLDtX0yjD5dCGCG8RNHo6pbVWQ5z2DA+EgcDYd0Zn8/zeaKyV4eWDF/MystVKeHZGR2u6MOho43Tn3gQ5xqrqMU7mDIWrqs9gOrFenhDQB0lKEfxdrZOcLvc58EXH6UYXAZUS4eFvrEIrSzeEwJ1KjQFKZbBSBhmnPX5QdDcNDIK+b3JQoJaO+8ttbG+0yBsU9qBgZdGLAXdTo1YDdR2ndpP2Mk5Rp2VJy5wAT5C++pwSWxCZy+L+8ARwVtqDlaxwOJY50BrvlVIyUa6XQFry1UjgMQBlkevN7ZgPYBP8TGBZTkH25ADm70sAnVnh6XF4P1smCHRm2m0Cd7PjHhneEWALGYIyXRz0jRv4ifQlL5bhOjRG5cFNXjduZ4wKQaBeQJRJSOFxKrDeWniGXmd2GcjWgbmtaTzk0+co+zjiPjJ3pUi/31yPXJ7eeV9XBtKW8g0ZgRZxcOC8z+ulMpdjpDbc5bCRQJ2Ig/Ak8Uo2lAej8V5NtM2NGrPspboGq3L/XSlLF73hn9+suNm2OCtYrEJsRNMYeqPY9ytOl/tcV/KBFsKzqvuJZ/2x/8khY/6sGmLQnmQcfEh8lgSmmbwUDFh6OwMTGci8pOXpvElGP/xAxkzXLyUfiWnWCTBHu7wEkiU+g+acFRB/i21OJUtDXqNpLgF86eEMTALo8/pfgii/dYGAd5Qj8OJvbXkDnL+BIrgNmr8uiD5Wymmh+YMij+ALRmBeSj2Zko6qjiBS2sBCRPnCJjpSOARP9huskzw+veLFfskPTl/w6faM03rPztQ5hfTvPviUjT6wiYlImphG+1xvubRLqphA5b7ccSb3VMLxwi1CtLZXPIpg+sq1XJgl36+f5nZfu5aVumEVWZCNPHBf31CJMAh4Zk64Ni2/vvoi7/dUBlZFLyxfHE6CnMULjFdIH4JkAHobLvq23vPF9oSXN0vaOjDG6QHaNgOHrmJoOz7fnvD28oaFGthUHVtTs646roY2/s6O0yacm8Q6K+lYxgELhIf6tq+jrCICNwKgWNRD1GAKeqvyw3c71DkrYQp+CdsEZjml1+1NYM2banwwGyvzlLKuLU75kBBEi4xCmiow5kqF4Mn9ULHfNdirCnWjcA972kVP3YRkJyZaXyWdeGLvpBwt6rwvlwcwK3VwOxgtxHy2p5OQM4p5RjlFANCju8KcMb49W0Nmm0eQPTKcpctIDmbLwK7QUCe2WjABrSX7mVpxS15xpGQ98Bz8H3lm52XSB0b6CMAP6/mJTENri42e3iWQLduaSt1E3auR2U5JZD0weGIwmJMYo8KheYE1gXmW3udzkWYSRNzvPOAvOZ9MA/qmg7rx/djG0hWj7PNKGdoxicb8vRTg8JkxLlljH0dBzt++tm7XM26b2pNni+Tos1zFhCVVBPDrpssJTNZ1DOIzVb6XU8a+83pPH2V1L/qam0NDWxmUtrx9b5tnyV5ulyybnueXa568OKVuQr9xf73LMhDnBfeX1+xMzVkRBJ70yzB6Hpfva2nYRzu6JMlLz4MEmkPwXyF7iCxz0CCHmbgvKyG4UpLs65JGOpXSQWNrap7ugrRPRzeRRPi00Qa0ik4fYfksKHDmpjEH0a8LCLwrAUo4bncUPI/nZQTYJWCePMtnhNebcrwIIb4D/M/AI0Japv/Je/8/CiH+V+DX4mpnwIX3/nfiNv898N8AFvhvvff/9BfRtjfA+RssxxjfY53/l5W7ZBtfuz2JcZu1wXiJ9mOnODhFEzMDntX73Ob31+FB+1tnn/PB9j7XfcNh0LTAH372Pt87e8UP1s84r3ZIL3lQXdO5irerS3qvubArtq7h/eolACvRY4VA+gpF6ICu7SIkSSm8LQevOXjFRg4MXtIKyyN1SY/i2rVs1J571ZZr27KUPUu150+27wLwsg+OFzpO5/VWsdR9lqgcTJUlJ1J4Vm0fmaaYmS8OUh6c3qASQ4Ngb4OVXy0tO1OxjvIVCKnDc+ChlRn8VjKwSAcT2DlJcGGwApxRE6YtMccHo0d9Y19jXXD9OFscJkzR+OAOAKAbNG09IIFa2wiuLW0z0PUaXUF/0CBgue5oKsOm7mLgIdzsG/zTBhGTnohoY5dYbBPdP4wJ4D6BERcHKCnNdwnX5slJsm2d9CHtdgFKRHIEmQGj8vr1PgVyjXWmIEhr5QhuCymBKzXOFGA21f0lD6+U1tsLJsxsqZOee01PE4zMnDHisrxdZHxlPP6SFX9dScedAG6J4fO4oGCTAayVJC/s0tkkgdzUhnxdJrAZ5URK+TyIEsJDmT5bzGcBwrlIgX1ju8vkJXP9sr91LKkcA8zJIm66XvE9RcCgGJlUm67reB7GYN54ShI7PgfQsW2uAM1VYrRjSYlLGmUycC7lWmWdCexK4Xi62/Bwuc263/rEcNIc2JuKZzcr7i33DE6yXh643rYMvebx/Uua6BVvnKRRJsexmOiCYfzoWR/6L5MD7hApyE/SSJvbIsXIIKdlqS8LB2GpRHBXCX3n1JJuXkpAnABrkmZkuV7cPknUrvo2/wZaFPKMCJabmOSkEmFZSqmdNM+lNOOb9m7+Kj7Mx0Bz+f5bCZr/+ptsgP/Oe/9HQogN8P8IIf6Z9/6/SisIIf4H4DK+/03gvwZ+C3gH+N+FED/y3n/5qO5rljfA+RdY5kD6FmtcdKZzUF0+hL6KnmoONr6sXUlXl6bmXnQrljpIC1aqn5jbA3x//ZylPuGiXrAbap7u1nx8dUqrBy6GJe8tXnFjWxoZwPaNbRm84v36GTtXsYkuGxbBSvRsfdBBPzcbfqP9lIqglWvFgEVw7Vq2vmYl+twO5yoUPgYrVpzoA8voIb01QXfcSMPLbkktLTd9w7LqWUYXkpQOVgrPSvc8Wl3xxfYkMCfasuvqIDEQIQiw1gYFk6yBaboz/RbpfKaH4LIK7Z0kGyAmOoi/s1YWYwNAqfXoZZamMhOj5SJTqoTnYt+yavqgr4xAHEDH9NyVMgX4D0GJHlg2PfdWO55cbgJoXnWB0RI+pG+PUhLnBLITmI0BAW07ZAYzeNqGwYbQYx8UWD3ylHTvy9TOPp+H3qjMWpaM5ER6UDJ/BVCeB5CVyVcm0iY5txUbtxFRqzz1k55KJubpo8cVAR8C+kQE0GMAnqe0V5vvNzTuSL1pm2Jb72QM8Au2frcs28pzG90v0vGUdn6lhjw4cYzymMzyRoAcMjL6IJeJgxld2Vsst3MCrWPK9vg+NioOTG5rlFPby+Xl93NbOSj6paK9ZbvT+3Jq//Y0/3RZPl4/+qIn8J6u2wRsk4Z5XkrQPdHaitHZoSsGvFJ4dkMIEjxpgv2ccTJP+af+AsL9ceng8a0AACAASURBVDAVHvj06oSzxYHdUHG1a1lWA7W0rJqeIQYt18riXPBqTo496by1yrA1NSeVzHIvLaKdXzEUkcLRyNHNwnjJQg0xiC9KdGRgXhM4Ta4+OdtfPE/VHUxzCoSe+zCnbULiKcUcQKdtfWTJ02xpHf2Z6wiSG2XQUZqhpctMcyXNRNf884Dm17HLX0V+8a0Ex79ExXv/OfB5fH8thPhz4F3gzwCEEAL4L4Hfj5v858D/4r3vgJ8JIX4C/EPgD7/ptr0Bzn+DZc5owJSVLoFBXu9r3ozHwHrp/mAINjtt9DXOLhSxo6yEy3KHje646BZ8/OEDmrMD1zcLbjYNj9qQJGQn6pzw5FTtWMmOrWt4Ydb8evN5ngJTwtKKgVpYGjlwIg+xowtscwLYD2XIEHjwisErrlwbDe0ND+tr7ultDmq5V2/Z26Bz/tXNMz7a3kOIINHYmSrrkTdVCEqUBPD83vqCZ4c1p/WeT/xZlj44HzTPbXTEOJiKWhlqMYLmnDAAEVhtq0kpa5N0Y28qqjjVmAD4YBVVBEn5ty5+oyqCYeFDEJ/zIZFKbxQuyjTK37VSljYC8M7oiaYxsU1tPdBUhmXTs656OqtDcGi0urNG4TaO5qSjf7ZEnvvJg08VD/p8TQqfky0kRjrJN3Rkw4PzhkTp6YNGCH87Kd4R/et8Kj8tO7ZeSsecStbZHgkYzOu42zrg1wX8SRlkL9nn+TUsqRBJ6328+jKAb8rCTo+vDMDLoDS1p9hHOfDIgZiJdU4DlhjQF7L8BTbZEnT9dROuIZsGEX70xJ63JwBoCxQBrkeO/67PUz36eCzpfzkbIQVYP9++/J0LUD0D8XcB4YllohgDcMtZllKPnBjnqsiil+7TRhk6yGmxT5oDF4cFJ82BWlqMlzluJZVWBXvM3ioOVrPvQ8Dwtq8B2Cw6Pr884Wy5p41SqpfbZc5KKIVnUffZB/rh4gaJz+RH6pcaaSYgtpHlwDdKJhAMkVQI6b5V8F+ObK+LkowEQscgwancoQTnX8ZA///svVusLVt6HvSNMeo251xzrbXX3vtc+vTpPn053dhtYjtuLspFAmLJCQ+EICOSByu8AA/4gTcknnggEiCRiAdAMhApQkBAMRIWRAqywiUohMSJg5123O12uy/nvm/rNuesy7jw8I9/jL9q1rrsffbp3sfeQ1pac9asGlU1qmrUN77x/d9PMRt5f1x3oR06Dn5WHARI2Q05CJBBM7PMpXYpQ+AcaDbIfY+7Rc63ORnH01jR3UbzfBVjfZ0M5EdaAj4JxvmeUurXxPdfCiH80tyKSqm3APw0gP9XLP7jAD4MIfxO/P4GgL8jfn8nLnvu5SVwfsHKTezz09Y1t2xwJnXchaYpN7YVakwrgg09hqCT/o2n2E5ePwMAfOnOI9yptrDeYFBkz9aomC1K2ZT17z1/B1tfo1QWq8goAxTs93b9ARpFmQI5SLCHwVKRTKOMneBv9a/hteKM1ouykHe7OzhZkvb5leoc73Z3UCo3kmu0rsT95hKdK/I0bXzBrUwHjRo/dvQB3tsd4bghmcrD7Spl9WttgSJmUOtjHVO9WqEJ1DKbfd436XodVFnSIa+BVmE0zeoi0wwA2yHuh/XDwAgUkk5aoyps6so/PF9TKvSDTbxWlCqdj+Ow6aBUDKQxDmddk5hz5zXKysLddeg2FaAChoEkGfwCnGpBCxGUKFlOZqkJgDhopZPlmRcyANZCZ8ZV7Tkp7AW2TcBSSnIyYjODkGzQPoOKbhteT4IIGfByQOA1z1oAAhT85F0nAexcSW0SVALXiUQW7Ccli1EjhjodiwDE099S4KUcZIds5zdtO/a4lgOS4BWaZkDbllgsegAmSW+kHlm2a1XZMeiN73s/DWDc+yyYb3HfyHWZVebfeVA2kmEIFpjbZS6Yjz/7yT4oQ+f+uhzoB+yDP75+DKJZVsX9KA+MtQo5UNAVqIzDquywtRW0ChQjEfuI0jictgua9Yksa2kcHm2W6HuDsKR9N4XFZVtn0FxSwpGDijLAjoLJJwiHg/4obXiWVRTKpVTZzAI7QaqwrIPbh32YgejzrAIgW3bGvm2OdeZluf19AuY+aJz2C7Buu9I2ZT5kLbMMBEwgPs5EXgea+fttwPNcmYLn2zprzAHlqxjrFzmQ8Jqx0LOWhyGEr9+4X6UOAPwygH8nhHAufvpzAP57uerM5p8I7f8SOD+PcsUU33XBgnMM83W/zTEs15U5NjsvIEYUAKqQU5QCwNaWeL8/xJcPH6D3FOXNnapWHsuixx//zHfQ+wJfWDzAm+VjfLN9HR/2hzi3DY7LHdamxd36EkZ5tKHEibkkaYY7wJvlIzTKYfAl7uodjnWLIWh8357AIOCt8iE0/Oi4l8rirfIh2lBCg4I+7hfnaNSQpB1HZof7qws8sOuU6fB+c4kLW2NjK6yKPk0P9oktJn3cgenw+eVjdL7E6bDAWddgsBWakhidnSpTkE7SGcc6bNDwccqRr9lB2SUmp1AOPqaG5U6xNj4lOFHxJTKysCocOmvQdRUFYmlOtZsBh/OKMiFag822hik8jpY71MbivGuwLPv0YrbRIs8oT64ggaz2drYkGylrUJUWugqwtUXXlDhYtimaPVkeCgYuBAI4J8sdLroaB3WfNJ2DJUa90B67eK96IStgWYVSLrGXlKEOQiu9P80vnwUCX1lyASC1lXxOlBJsaAiAEXZqPBCJ+uiRfIA/a8TEIfsBgVOWN+9YPLcc7BaX7wHKCGDZsm96vqz7lZaGAFDVFn1v8v5iPQoZ6BKjnC36crvnQEprqca2jcFhXQGtScseAlAUuY18BLBlZRNod06jiOnYWc88xyxPryef11Q+wYB5rOUftwtfN7Z147aZAt3khIEMdh2QNM+Sref1JZiWjLMVQFvWPfCgN0o4DusWj3fLBGx9UCTjMLSXxgz4YHOIV5YXaF2JzhVYVT0WJUnc2BrzeNHioTU43SzQVAOsMzhe7tA7g1XV49XlxWgAb4NOMgatAjpvRqxpPg+TNMo+6OT2QbaddD+VhkgLILPuDEQle93HzLJDTHLiA4HJQbLQgqmeXiMG1EmPzex3DJJm0EyBfy4GAwqmWWWmmT/Tuc6D5uvKlGXm71O5xlXgWC6fA7/PCohvisH4/V6UUiUINP+3IYT/SSwvAPwrAH5GrP4OgDfF988CeO+TOK6XwPkTLDdpnKfLpiD6KnAtWTEGcHPR4dP65/ZPWjiX9Lg2kDTgQXsQGeghdZacanVja3xl9QHerj9EqSx+cvl9fFQd4u9ffB47V6LzlB7789VDNHrAB/YIa92iDSU+sEd4ozhNnZxBgEfAKiY/kWb0bTCo4LHWA471Do88eTpTZ2YoS6GyeK+/j7XZYeNrbF2NO+UWd8otjswO3969gp0rSUoSJRsssfj2+X189egjHBhihV1MArAsB7RDERkeN7oOPih4NY6MTr/HwMI+2kxVOicyKJRPLG3r8mPHXsjGOFiVkyMwoLRWoyhUBM4525jzBbqhwK6l1N3GeBxEffVxs4MPCpuBBkerskv2T3weDDpcUMkOj3WMZWUjWHF7gVUMbAvjE6u2KIeUuVBHUM+liFPbQQhnpYZWqYCylCz0/iBxynjydvxfAiEgayQTKFcBSkVP6aCgQwBC9i/WOqRgOk5okgAzkIGyPA7JBKdjisecgnLF+Spht6fG20vQPALS8TuAMUfGjGFBadqlFIMLA1hrdZJnhAAMg0ERAz+9lNdwnxIiq84zAvAYhpiop3BQCuk7B3/SZx/Tns+zeXtaZ+xLMhgga9FWMvBuWlc618n3aQIPIAO2gDEwB5DueyW2tZPzmLLSHLQGFBi8RslSJnahKAZU2mIbqnwNFcVHvLK8wOVQ47KvcVB12A11qr+Kz/ngDI5WOxqceI26tCiNw6rscafZYlqmVnCUbhxpRky2AR1LJCfAki6DStvEyBaIyUx0dplgyzrJFu9chYXpkxsHW3ey48a05CyDmWHma+ah0LkiXR+WaZTJQeNq0LyfVvtHw9w+C0C+NuX30080f3Llh4zho4b5vwbwj0MIf3Hy888C+O0Qwjti2a8A+O+UUn8RFBz4NoC/+0kc20vg/AKVq0D0dfKNUru9JChXTRv7CcDgOltHyUrWVYtKW9xfDHjv8ghvHz9IEgfrCQjeqzf45tkr+DvvfR4//8V/iJ9b/yY2ocJxtUV1aPG3Tr+Ce/Ulaj3g1C0xBIO1bmGUx7HeJHBcgWQgdQTQd/UGDmoUDe2gcOoXcKB0rY0aKMV4MDh1K5y6Je4X59DKo/UlLl2DV8szDDGT1/v9EVxQaXrvcbck4KxYn6dwPjQYKnIVcSDPUqMoMx8n+5DBgb0v0Jg2ZQADkCLX2SPVBpMYCGLyfZzSJUDdGIuzOFUrraIAJE/pqqDj7AdiALdtjWa9gY5gtRtKbE4X0JVD3Qy4v75ML3QG9SzL8EELO74cxJT0msYlBvugoUHE4Exy53BeJblIVTh0g4r3Hr3gAQIT/EJlZpz01lFTekWqbE6PzNPs5ISh96b8JZMp72FaaR/oSNCcgucieEygMIKzAA66m39ucmY8WpElJYl8noD4qRxh6q88+i8ANLPnDLTT73L9WKxlL/DxoCJZ/cUBjo4aZWvJjQRBpW2LMkp1YuBmWTr0fZG14QDsQDaN7BWtjYcxPOtA6zmnxXXy4/NNbZgBM5DBsZRk8PKrtpW/z+EJ7ifnWGMedCqxPCAG7SID+ZTG+Yr+lo+lUD6lf+YBpEbAzpaoY7wBZ9HjgF8AyUu+tSUW5ZACAxksc5bR0jjAGfSeJFnLckiBeFPtNYNOBAK33hMBoOOslowt4b6BA/+St7KSKbSBUjnYyEDLrH/AOOMfOQ5VqPWAjrMipmsQAwkFSJbsM/eHXDgpF7UvERZlDArkQECKu3GjzIA3yTPm3p9XlblMgjdZ0PE6V5XbBChO/aWftxPIp7T8UQC/AOA3lVL/MC7790IIfx3kniFlGgghfEMp9T+CggctgH/7k3DUAF4C509NuUq+wck1rtuGy2aocFSR7/I0pXdpXMr8VGiXOv/em6Q1Y+mGDwpNafH93QmwJpu5I03pub+3uJdYgNfKU7S+wlrvUCmHUll8d7iPY71Fr4AKHhchO2U0EWxyx1XBozFbknYEjbXu0cZpwWOzgVEeh7rFXXOJc78gKYnu8P6whIvavMOixeN+Ba0oCKV1BQ7KDqXyePPgCaw36DwlhTHIWazYm5XbcXAcNKgSY0z6yswm22jzJBPSyJe3jVkamZViWyxOWpCvcdQDq4CytGh3FbkexJS6HBBUrXosmx5l4VLyFZaGyLTjWpF39+VQpxfV++eHeCWC7cEWMDpgcMBlW2NRERhQAIIKaCorgA4BCJ6K5iIBC0CuHp0toutHnnDMgDYHHCb5B5Cm75XKWd4yaxxBS3QWYDDDoDsga6cTuGWcqkJkRGNilCAAZlBgy7gEnkMMAGSwDQb6UfqADJqn7hHSDm86WOB68pd9N5C0jWSnZ7bnY9Hs5+x0tIzLQYTG+LGcIgqFWaMsA+s44C8ESoSjoyOHiQGgpiRQzOtwcOEwFHHf7AkdZsmpKWhW4p7K5zZmdiG2mdYhAeSc3RuQk5KEye9yLQWkBBssD5keF8/SAPS8K0U648EZ3Ftc4qxfYFV26Tm2XsMGA1mo/6A+4KKrUtwBs9UHVYfBG0qtrSk5093lJsnlUra8JPmiPloHP0p1DRAIBZCCp6dAzCNn+uPfs5aZyAkCpCr1GYVy6ZwSMRDBbOfLVPdU1zzHqPqgEkttg07SwWXRj9hmTqXNy6Ys8zQj4Bxovk25LiFKPq/9JChXAea5gcL0+1Xbvajllk353EoI4f/GFZx7COFfv2L5XwDwFz7BwwLwEjg/l6IwnvrjMtLETv5zuWokfJVMY7qfq0DzXF3rqsuZoFhqIOrLml3Kevf+9hD3mk3q2JJuV3u8sT6DVgHv2jt4q3yIM1/jDXOJn15+F7++fQuXrsFvuTfwZvkY21CjDR6vmIuocSYg9t3hBG+Vj2EQ0AbSubF1Hevktr6EVwrnoUajKNlJowYcqg5tKOGg8FpxhpNwCZTAqV/iyGzx4XCEzhO7elxuKRlLs8EHm0MclB0K7bBQZOr/aFjhzeYJnNK4sHV2sYgAdfAaYCbJA1aNX1IcFMhtXRmStHDgkI9BM9NrL4HLENkwmjYnwKpUgHcGZWWhdcDgCJjXhcVr6wuYIwLdnQDyFKQEsFdrY4Zkx/cbv/dZfOnNj6ARoo66SLZavVeoCwcfkBw6GBxsh8yiDc6giWw4gCjvoWtVFza5eAAk4RgiSw1LEhREAJvkFawBFvd0Yiy5rTQdi4nr8+9ypoVZa8l2sn3aCBzGRCwMfDPIzVpbQDx3inyYx4Fwk6C96XFPypyDxHQ7GdyX2WOu4OrttCZnE+t09Fr2qa6Sk+JE+zLnNZYNzTy0fTkC9cbQQNEFha4rUcZMkaR1pnqJvaYBVREDW/m8UgDoFQB1DjTzbIRsG5ZMWEEI8DJZL5AdXq7qW6fyCoiZoznXBxlsyPVxLELaZwQ2DExrY3HWL3BUkTyKAwALRR7ybEvJQJxZ4NL4ZG13UHXwQSVSYlWRq1G2gCO3jGrkiBHQuSLJMIg91onpLWNg9xA0DAIKEON8bRAbCDzvXElSupgyM2mpJ9n0ZPruq8oUQErZx9bmzLTcb1wONVnPsTwjss0G5LrE6bQly5z/7w+0ritzgH7KNqe2uUVg31z9131/WT695YUDzkqpfx/AvwHgQVzE1DyuygqjlPqTAP5TUHTDfxVC+A/j8i8A+KsATgD8AwC/EELolVI1KCPNzwB4BOBfCyF897p93KbMPawSUM2tM7fNXBChXH7dNtP1r9tf6kDj7hhIawScdmSndD40aAyxi01BASxVDEB51C3xty++jItVg5+qfwAHhbfKx/BLjV/ffh73ikt8p3sFJ8Ul1qbFW+VjnKg2AWVOjAIAQzBwUFjrKCmARgWPHganbgkHhS1qAECjBmwBfKd7FV+sP8QQCvSBpkA3voaDxlGxxRNLIemlcjjQHcqGpiYXZsCB6dJLzQeNh8MBjoodWkea4TaCysR6JulBSBHSKbNfDG7hduEXXb4mUcIBCsaxXqe255ejCyrJNDijGTsxGEP7akqbJBCLYkjA8aQhJ42trejFrgHrCVgsiyEfR+lx2ZO/7EFNqXwHZyLzzYMrusYcTKhVwLoSCR5g0kxHGZPD+KDSS73QHk1BeszdUCabL29U0ngD5AxiYirn3pq0fyrzLz3nVdLQymeEP89LBKg+7xW8AHos0QDGAHoOSAfsSy9YMkP1EAyX65BFm07733cIiZuH/WBAPo5pQhf5u0xTPkQLRdIujyUwANBUdA/U5ZCOb1H3ia2X4NWA2OiqsNh1FaoYCMi/szNKN5Qp8JTvT3kt5gb+DJr5WjODKwFyGQeq7G4x7TenIC0lMlFhJK+YBhJ6ee1U3v9cH0nB0FFakbyGQ/IU1ioADmm2aF3SLN5mqFNfAT0fX7IsBpz1ixQMGILCZV+nugavsYy/3V9uRjEUbBfHUojOFfBBJ2eJAUjWbloFlBP2NQFtlYP4DkyX2OLOl+g8ATwHGngvdJ9cKHqhY6Y21QD8SJqW+jXpPjFiXYlpPu0Xo1k2ktBlj2tOo82a5lrbZDt3nVfzTe/T8fLna/12HTA2ol3MTBtd9fvtBCY/pPJDZpxf5PKCmgbiL4UQfir+MWiWWWH+JID/XClllFIGwH8G4E8B+HEAfy6uCwD/UazrbQBPQIAY8f+TEMKXAfyluN6V+/jkT3dcZIcyXf6024zWQZhlG6bLem9w0mwiW0kA8N3LoxTslgAagL/1wZfwvz36GmmRg0KjHE7MJf7U+jfwxfpD/OTye/jx5l2SVkTA3EebuTYYrJTFI79AE6cUS+XhoDAEgx7E1i51h5Xqo8WdRRtKtKHEF+sP0foKpSJ/5T7w9CR1sG8vPkTvC7zfHuHAdKi1RaUdjstdSs9KHbXDO9tjnNkFvrr+kHyZY8Bbbw16a9DZAn20jhucwRCzBWbwTVOfzDIDSJkGSaaRnTcq49ILkbPwcefOMg0u7IyRwLszSdNYR4DKdR+UXfJwZfCulU/Skvsn53uyEFk4SyGx0PklUOicaXEa5MXHvbMldrbEdshTtjxNzp/ldHlVuDz1ndhKjP6zzIP3lxwhgkr2XXPaf/rLmua0X+Ozy4WQiSRgjMkUPp+r9jm4Dxl4s8/xdP983dhOMB/XXpOPyhQgszSkKByqOOswdalghllKM7hdAzJYpSDX8fEBBP6KWIeJOvIySmGaakizAgwYGdAaYb/Gz8BcO3AbS6aZ93sVA29Unp7n7acAnOtjQJzbTEh6JmB+1G4T0CxnUIK4ryRo5pgA9kCvhKSNpQYHZQcXdBpEcwwD1997k9xnamMpy2BhcdlRgOCdhpxxFpGk4GOqIqPMEojOFZRhb2iIqY4Qq4zryWOX6bB7X+DSVhRfEuM6yJXDJDZcsvf8mRlw3r8WgLWIUjqAQPWcJR1dB7I2vRxqcW7EKLOzUxUt5zgokIE0XwONMALNaR/PKRhwKv24TWGd9W3qGx9zSH/P61g+sRI+gb9PcXlRgfNcSVlhQgi/B4CzwvzTAL4dQvhOCKEHMcx/OkZk/gsA/lrc/q8A+JdFXX8lfv5rAP5EXP+qfTy3chs7m7TsKcHzXJkDF7mu+YedwV6ls9n/shzw/vYIjRniy8Dh68ffxz//md9BbSweuQOc+RqPXYPXDAX6PbIH2PgaD+whDAIufIUSHtuY5OQ4ssuvmQ29lGMnMgSNlRrSC6BRA0pl429FGqmXcHhg13h3OEHry/jCzQEiBh5fW72LV+tzGOXR+QKXQw0Dj9erM9TRa5pB7+fqx3jcr7AoBhxVO3zu8AneOn4MrchLlp0nGDx3rhhJEwB6MbEziXwpFyq/EIAMPBh8yNS9ElBUhU3BdiEodAMBePZ/XhZ91DXTC3oVgwCBKKOIU8rW6xTox1PQfGz83+gMDuRvU9DCLzIbwSsXZsLkQADIAGaqA86Si8z2MqtsnYZ1JoE62jedRwD2bOfkZ8mQMvjkgDb6IYys9UaSY+yXHBwY9v5YS32TZCoFJl5VNzDLMPN3pYSv9yRrYl0SQyzbhHW7vI1k9BnUF8an5ZXICGnEcUhfYzngkuCVn4EsR8jXWQLmuWBAuQ3Lbab7mgO4cxK26X8NcreYSjbm1uVnQqksYWPJBTPN5LeuRyywRkDvCzhPlpOXQ02JTXwxOkb+3LsCB2WfZq44wYhSIWuWBVhny8x83jxYof4EQHSc8CnDX63JcpIlVHKbQnksDIHyzhfRbSdfe/5cR4eNMskxdPpjmYqNs3wsERkEsC9V9osehP66jYCf+0TuTyrOCmhsdtHgxCZRosF/4+v+dPKMZ/FwZmA8BcjXAWYgA9+nAcAvFFh+Wa4sLypw/kWl1G8opf6yUupOXPYGgB+IdTgrzFXL7wI4DSHYyfJRXfH3s7j+VXXtFaXUv6mU+jWl1K/1p7unOjkeOcs/Xr637hXgWf7duL/ZOiYdkNg3vyrPhwbsBvHF9UMAFAlNBv4LfLZ6hJ9efg9/5u7fxy8/+Bk0yuJdewffGU5w3+zwtfo9HOstGt2jDSW+1b+KM1+jUQ591N5tIoj2QaXvbSjQQ2MTKkx1aI0asNZtzChY4qS4xEpHvXNQWOoOTUrTTSm8//DB93Cn2KR26HyRzp+nAf/oye9CK4/PLR7jiwcPcbfeUoCK9ri/usTxcgfriIFm5oWmVs3eS5wBMTPDkpmT7V5Hh4/BZaCtFQGXwviY7CADy01XobcFBW9NtM0+aJx2i/QyrfRYd+2DStrlQo91m0aFZCfHutUhZhWUoMV5nbJ3SSaNp7+bwo6yrgFIbDlPu49kASIYS4Jn3r635FNtHdnzWUc68PQ3YRi5XgaLGVwS0GadrjGBmOIIflX8L0HeVMNM0oj8B+wDXXawYLbbR1tBXs71TDPxcZ1ZZpHBcbbVIwtAYzzq0o5YZhd/q4vsx250BsU88JJtlECxyk4SRlPd3P7cjmzJKL8nUMzXVYJ2CZTFtZAezXxfch3y/pgO1Mykbl4u15kD9TmojVM2+9n1eB2+lonZVOP2KbTHohjSwNpDoTIxiVGKKbBpP/wMTvvpRTEQQIxMcGcLnCyyxVzehurJMobcfzArf1i26ZnXKiSWFohaZEGcsKyDt6+1xUL3lLZauFYYeOwcabWHYBKbSx7RdAxDBNAeOchPFtZSG5WZaYof4dk4l/rXIg4OeAAgdc1ahSzRSMd4vYvGbQofx1WaZmrPeWB8G8D8+w0Aq0/g79NcfiTAWSn1q0qpfzTz96cB/BcAvgTgp0B5yv8T3mymqvAMy5+lrv2FIfxSCOHrIYSvV8eLuVUA7IPkm8rcejeB5Jt+4xSm87+LETTGHa5MKf2gPUj1LYseG1vh+/09/Hj9Pt4uH+LrR9/DqV+gVJb8lH2BZZRfbHydZBSbUKXOqg0GW1+iDSaB5SFoHOsOK2XxGXORMglyR9SoAY/dAVzQGELU+CmLRg3w0Nj6GkMoUCqHSlncLS6x8TU6X+KfXP4Af+Leb+NOucUb5RN8vn6IpelSh+yDxjstjdNqTX7PjRlQxQx8J6sttAJpckV7u5CZV74OW1tRCnOWVkTLuinbBVBQHQOeRTmkl7VkFXkKPfk5hzylejnU2NkSx/UO1pvEKOkYuMcvqMuuQlVQHfIeY3DC9xEDYQY5fG58XDJTGru68LpF1AbzPrmw9rmK2QgZrDPTLYEWgBEAl8B62naje1ln8DOnKZaZ72j96IjBEogJAKcPORuhEp+ZwZ6yv9PjkSDyOqnGOKNhHlzINgmxHJue7gAAIABJREFUHW3UTssBA82IqBEgprbK+2AwbXRAXdI9N1iDbU+BrBe7mtK6hzEDPT0meWxGzJSMjllh72+OlZds9jSte26bydT/NTKPETBGSA40RvtRP1wyu6ldYjHlYEvez43JsR2NGbKrDgNT5Gf/rG/SbBAF0Pm9vkELIF8ah3sLilGgpB/0bC6LPj1DHMxoIjAuk7sD2ZHa6LohvYxlchQuWWZSpL6dYksYROoEQgtNzhrnthkRDtSPmTSTJRNkcZEMMx+H9VlixvtmVr2ICVmKCEjL6JrBLhrpuiWgLGYQbgGaryOX5gDus4Le2wLml0GCn/7yIwkODCH87G3WU0r9lwD+l/j1uqwwc8sfAjhWShWRVZbrc13vxAw0RwAe37CPa8ttQPHTlLmOD7h6qlL+Ni1Sa0rr7U93yYhpql+jdQUOqx2Oyjal3X6wO8Cq7PC51RPcKy5w6husVI+fO/gGSuVx7Hf43eE+vjW8grvmEm8WZ7gbNtiECu8Nd7DxNdpQ4s3iFEPQONIdBmjybHYHeLM4Rak8vjsc4zhZ0ZH+DgHoYXBiLnHqlljpDu8Od/DQrvHV5n30zqBSDo0Z0AeTLPDeKB/jgT1EpRx+vHmH0nK7A3w4HI3Y7FoPOKk2+N72BD+xfg9fXn6Ib29fTalmfVDwNcsLdGJMO1vEzIJDYoF9UDjrF6lN68ICQaMXTDEH3yVdsfaprsGZkeSAZAqZjT2qO9JdFwUK7XFc7RITxGlyM7vj8aA9QF1aHFT9Hmj2QSUP6gSYEWYDvniZ9fk+5CDFi67Guu7SlLONmclY+1waR8BZtB8Db50CjghwEtCKvrWRuaX1IoAXYNUhBviJZyAkAISRE0dV2YmGPFvkGRPg3JhLkIB3jilO7TgB5XxsCcDqAO/nAwF53elyPvbU9vG+YMaYmfyRbVtsOyADTMme8/VlDfGy7tPMwqrJMh+tyIEkZaucSGN82AfCUg4ynXmQ9UrWmZfxzMu0D5MBumnfYrtUB0JC4dPUyHL2g10yOF5h2ub8WdbNDjUEGimQrY394c6W6VhK7bCzZQqiZrBXTZwliGW1BMBVJCOEdIoZZt7vXL++MEMCrXy+Z8MCK9PHfUStc0Dqu2Rbdb7AEHRKjMSAFZrAaB3jWYzxSZrH60sLu3SdVLagk77P/L/zRQqKZulJcs6I//k3A59Ac06tbUcs87O4aMjreVOZ83O+ap2rwPKeBaC4B24Pnl8g5voFOpQfdXnhpBpKqdfF1z8D4B/Fz78C4M8qperolsFZYf4egLeVUl9QSlWg4L5fCZSq7H8H8PNx+z8P4H8Wdf35+PnnAfzNuP5V+/jEyk3TPlcG9AkW+qZO43Zyjn2fz8o4tK7Eu9ujFHTGfs+v1uc4NltsPTtdEOtQR7AKAKduhffcOv4+YG12aNSAY73FEDSaCIzos8VnijNoUADhoW7hg8Zjt8R3h/uJWW59CR80VpoSdbxRPsFPLH6QgLID6RAPdZt00SUcPlM8wdqQpKb1JdZ6h1qTHd2B6fBqeQYAuLAN1gWx0JeuSem7GzPAeo1FMWBddTEzGLFWidHt6yS7GJxJ6XM3Q4Xekbk/Bw92Nntis7sFyx8GZ0ZBcQAByqYasG463FsSQ/Xa6jzpm3tvEhuVkh8k+YfH7310F6X2o3tpCnz0CJyoNM0r7zP2igbyIEtO9cvZjUJ5wSrT591QorVFeslOmUw6jvxfKyTZilJkvTZlBhlEG8GcA0igUsoAeJmJ+l+uoyh88otmqYSUTOyzx2G0Ltcz3iYDYC+kKMx+Z4YZeyW7bkTAX+Tgyul58eCD2WRyKfEUhCpYYb5PGeQMUavP106uy+y0BK18j0hGmZxR8jWbY22n95csUrpTiEHC9LfcLuN+bw88i89yO2Zu7czMz/SP2y1LO6gtC00DPysSCnEptUPnisQkF5p93fcTWhTK49LWI+kI73dZ9KijZ34+vn1vYgbNAPWfnStwVFJgITPTaXtkOQp7yPNAYCrR84ECszkDrGSk5fosCzGifmbFpeUdsfJyRi5nXWSwzAw5g2GWi8hEJ7zt1EXjWYrc3kHtLeMiGeRpIN9N+uWrJB6f5qLC8/37NJcXzo4OwH+slPop0PjmuwD+LeD6rDBKqV8E8DdAdnR/OYTwjVjXvwvgryql/gMAvw5K34j4/79RSn0bxDT/2Zv28bzK1BB9bvns7xMWZb/e22dHuu7YpAaNXy4kV7BYxOnp1pV4vzuCVgGfrR7jA32En11+JwangEBvDKSRo/KV6kejeI7EXuthFJXNSU76mLlqrXfYhAqNIianDwY+stRsG1UpB6hsI9WGEqWycKCsd5VyQKCObohTkm9XH+A7/SsYVIF3+hPcKy7ggsKr9TmOzBa/vXsdT/pFSh7C5vzcLuw4wm1fR2/bwVHkPFvH8fVZln2SQQwRLHPpnYGPbDMXHxCD2Og7J2Whqds8BSz1zAtDbWm9gUWWidw9vpy53gEeNHr2cYo/6XWRHQGAHKBVaI/eE0DoAahAL3EJYHe2HLHUqY3ifpk13JOtqDDyc+Z1E2say6K06J2BixUqFVBECY0GTWEzAy3r2WMzFWc0lAlTpi4NeR/puqRBzbzEIn675je5LA8gZH3ynAkcZ9AMcW4uqGRT6ANgFLCsx/cpuzg0hSXAHGczVlWP84FSHDelpfYXdVNq9yzHke03x5zP/S79k0fbxP9ysKZU2Ev2Mgfc55jmJJfAGGxPme+pfnquz5RuOZUmdplBbmvLJN3gbY0Ag+yywcfFjhb8LDF4b5Kcauw/zUF2CzOM5A9S8iELuVIgaptJm0z1jtdnoOpCTnySPP0ZmDLIhUqJlLSiAGOtiIXOM1o+OXNQwiWXtmUQLAcNnBFwNEhhhjkODmRmQJbQSM9mWZ6Vbb6uXJX6+jpnjOn2L8sfjPLCAecQwi9c89tsVphoWffXZ5Z/BzOuGCGEFsC/+jT7uKlcBYhvu81Vv/+wwTPvlwFTYwaYghiqi4EskwZn8MeOfgcr3eG94Q5OiksMASgVMAB41VyiDSXID1Thwjdo1ICl7hJDLY+5DQaNcth6DgxkP2M6d2aXHcg/mVNqMwjW8FjrHS1XgIZHGzMSAoCHRh+ARlMCFf69hMNnyifpmLSiiPPTYYkvNx/ireYhPmgP0XuD1xfnCUQvzIDWldAIOB8aHFYtzvsGg5BSOK+w2dVw1qAoXWTw6LjZn3kXE4sEZOaUJQyATtreXQQ3VWFx0dVoCovjZpcS0lTaYmsrfOvRffyR179L0hKV7xsfFO4vN9jZMtloGe2hAkX2W09R8VOQwmBzqtGkNiXvZva55el+1uDK6zsFKxKgTQG1ZBkZYEvQ7LxCD0PM3+Qcq5gIpNDjtM8SgEiQks5L+5SJUIkgMS7jQEM1kmxIOY1cn5llKbuYrjvyhdbjbUbyBIwBpFZSC57bq9Q54NKogLNdg6NFGz25MzADp4b3Ggd1nz7LYzMqx0YU0UqQ6y6FxOaqpC98nNO2kcuZvZZ1pNmLpwBDUtY2aqMJKAXy9WdwLI9n5OjB8R1Bk7sQKJaAAXQf5VZKEVPMyZISgzq57yW7XIh+P2Ubjftkr2WZ3IT6wZyCWmqI2UM5eTezp7MgIvj3kfY4naOYgYhAGALwTuUFdQTnPmisio5bNZ+nGvNMHnQv7rdtZJZVdtdg0JzWiQGac/Zz8jxuWyRz/rzKXIbAuTJ37Ewo3SQJeWHKp5wlfp7lhQPOvx/K8xx5zoFnWa7SQH+c/cm6WANH7IvD+dBAqYBf/uAP41969f/DH1t9E41yuAgFLlyFE92iUh5vl4/wrjvAqVsSO6w07poNjvUOm1DiwjdY65YC8JTDhadlQJ4+c0FTICB0StvNIPnCL2LClF3ydW7UkJKTNBhQKYfvDvfwT1TvYxOqKPeIFkfBE4MdKdeV7vCD4S7+qYPfw994/DW0vsSx2WJleugi4Nvn9/CVo49wNizwenOGjauwMAO2mv5fqhp36i0u4+Dioj0isASg25XYlRa7vsRB040y3lnB5g3OoB0KNKWNL2cdJQqU2nfbVVjVNEX8aLdMiRIufI03D57g9dfOUMRgIfZktV7DK5X0hSEyXr01lEQlIL3M+V4yAjzytHYCOymwJ+qzY3tzKmelSM9NGQ0N4FlvrVIyFP4+ZYUloJReugkMIcsdemewjIGUu6ifzs4gWjhdeGLUWc4A0lcz15vOi2UbyBkJZbChtSal0A5R+6lVAPQ+EAaiNpfPS5zniEmeBMHJ30aSB7EO65a1Gq/P8orBmZQBcN10qZ253UvjUMc2C6CMlUAOwqwKi3aIA1M9Pi8Gy7w/AKOZg7miZn6X58PXmaUifBxTlrlQPsl9rmozZn55m+l++Tvf0wyepzMfMrW0dKVgQJeyA+rM1DbG4rCiBEpct4wb4GBr1h6nGRxFTi/T5CbQmfHVyqOLQb9DYm4zSPeB0nvrQMdX6wHwJUqTn2kJmiXLzElMqP1CAuI+6HistE1aDrK747KxddQpu7i+GKRCRftO2vfIQSMy2FLTbJDlG3OptacuGrd91z0NmXQTATYHlKfv+9sGFz6LXd3L8mKUF07j/LLsl+t00M87KJELM1Cn3QI2aLKmi1HiTQz++n53Fz7opFd+zZClUi/8l98oTgFQxrkL32ATKJ1rowa0kTkeQraem46+7xfnuG/OCRRDYYDBRrDWQyjQqCEmVylJ5xx0Cgw8Ntu9jrcCgWcHAvNVZEmWuoMLCsflDmduiUYN+CNH38YfOngHP3b8Ib68/AifXz7G2rR4oznFzpWojMXOlTiOKXeTFVXh0O1KuPMKSgdcXjbYbmvsooOBi17FLga+ne8a2BiYlryWjceyHJITxrohhqe1BQZnYhZAjzv1FkaFFMDJ06tsU9X7IllHyUCy7VCNnFOkfpHLNKgoL9cRoBOAKDUdo0wxXAqWjeuasoBSfwxkkCa1rHNgkqbNIyMqNNZGe2qvwiU7P62AsnDJvYPTjPO6RWRk+VhY08zSGK04E6BKvslahcSYcwuN2HqMCwfjyXXlnS5dKqQsIrVPBI1TP+beGhSi3UMEyjxIYemPBIi7oUxyFutMOs9FOUCB9NScoCbpwVUOKlTxuIz4zscK8Tm1p/g+B2GuAkCJhYz3lhOsuBys8DI9+ZvWxX3aHBMNZLaUfdh5naRbVjlBCK/bmAGVsaiMTR7ObEunkb3OMwM+niUZ2T0yQEdIThnSTYO3YZZ4CGMPeQbJDjomFCFAS2DaYmH61AdmDfQ8w899yBBB+f61IckW66z52PJnneo9G5p0/yUHDc2AOGuaeWDCumZ+783pmqfX7mks6UZBjde8P6f+zdcF9t2UzORZywvFRYfn/PcpLi8Z5+dQflg391UarKscOD5u8UHhsGqTvndddEkbZ4PGh90hTj0BzAvf4PPFOaoIfjn7H/Nura+wMn0K3mPwyjKNleqxCVWyheNgvz4YrHSHC79ACfYgpXYwCCkA0MGnYENpkv+aOUMbCFBSUhQ6ngoOPQyGYJKExAeNu8Ulvrh4gN+8+CxeL58AANZmh1ercwDAvfIC396+go2tURuLtbbY2Dq9AE/qDS6HGodNiydmBVf4NLWvY4Db+aZBVVmsI/usVMBB08E6A+uJHe0Gg+MlBTPWxiXgNYhkE2Vi6XTSLgKIVk4uaXErbYECyfs5AVnEKX7RXlJjLPWh7P28p1+MWk6q0yfHEGD8cptajEkdMr9w5ZQ9SzhYIjAq8fzrCApZW+6jBIaY4P0McFABRWRO5X5UUAghpOQtMnWzZ+mM11CFi9p9lYAjkAFzkjvEbffAs5A4cLsmuYLYhrfn4yEJC0kmfKCBwKIc0DuDuswgsdQetXEYoo/4bigQAGy7Csu6hwINupzXWFU0c1HG1Ot5P3T+fI6yyBmD1KbxPHg6vpxIdYD5zIJye/4s70telhxa/H6/N6d9npUGzXwu9FhOMQ14hcJI51sk1jhbAnKCIWZaM2Mds4nGAGtmmuk8IpMdSQgGwVxcUCOWmKUZWnkUcKkeJ9qcHIekvIKOZefKxGJz6mqrDIzI9Afk+1hKAZlhliw474dntdj7eRBZUUnDTV73nCmQn/0initLNKYDnQSYr5FmzAFkuczAP1OSk2cpN7lq/L4q4dMf0Pc8y0vg/JzKVCf3SdV1FXgGrtdAPy0zbYNBoywWZsBR2aZ9W9b8mQEeCv/P5sv4SvMBvla9Bw+SWbxn1+iDwWvFBR67JQAkScVSRdY0lChBL8W1GjCAwDQAtLHj44DAIRRY6g6tLxOYLpVNgYBaeVSifTSAIRi0fgEdO9Vjs41yDgpQ5DbsYQj4oyEZBxzuFxf4F09+A6duia2vUesBjR6w1D2+393Fk36JQnmc9cSk3Ks3uLQVtrbCw/YAl32Ni7bGYtnB1Rreq+S0sNnVqCuLRTXEKdmoJS8sWhWSnpTZ5S4yggEEepSiRCNsYee8xs5r3Km3KJTHUvcpIcHgDZZF9p0FkLKjAQTAz7oGy5KyQdaGfJaB/SAqqUukZWJaNjJfTvg7y0QmXGTwoVFj0AVkCzk5PT4ng+BjaqWDR5RGyKAzj8z0cmFZgKyTnyZ2ptAqp/qWx6CQWe05fe9IgoAxiyeZcj4/Bsxm8rxL+YiN2lnrdNS5O0oME9vaBYXeFiiMS5pkklUQ2DYqpHuJpRosC5JuKFNJAg9C5LHNMcMjGc/kP39mplq2F5//VBNfKA+vMvMqA2hlO06PYfp/bLnoU1p6jTCqnwEyb1fonACGlpG3Mvuhj9ljJNDMADmnvM92ch4q2ddxNlYpl5CF25sBsnTPkAlMyBXF7FkkakXyOrL282l7HzQGZBnKFKzvMc4YA2XOECiDBbnw7J0PKns9B51iYtjJg63naCAiE5qEDJhndM3XSTSmoPlZyrPojG8rs3iW2KeX5cUvL4Hzcy5XTXM/TRl3zk9Xxxx4flY5h40yjAPTJwZBq5ACWlxQOLML/L3LL+BLdz7CEQY4ACdmi/fsEba+JAlG7NDaUEJ7j0aTNpc7nYuQJQbcOTfK4/FwgHXZpk67Snq3yKSqPN2XU21TnQMMjvV2VO9hBO2l8rgQ049tKLHWLVaqx7v2Dr7X3cMQDD7sD3FcbPFG/QQXrsF3dvdwXO7wWnOOWlv87uU9WK/xsFulVNc+KCxjSt2HlysUIpGE9xrLpkc3FCn5QQlgcCZGvdOLuY7AWKuQdKsKBK59IBuxKiZL8FC47Cv0/gRfPnyYQDMzRL0fg0tmj50jK7JypIvVsJ6SvtgYoCk9W3m62oY85Q0AvdNZnhFZIw465FeF9RqDzWz33F0tQS+3JRczYTv9BIRJsDd9fuR2DJYZkPL3qnCT/YWk7yTbtRmQo/lY8jFK9nYsLaH1lIoMtx9P2RvWYsfteP8FSy1MZtAX1UBuFyCpRVVYAvVF1p7qYjxg4IGWbE8ACZjyumxbNw0STfXy9VM5++C0j+LzmLa5vIYmrjPHJFMd4z5r6urB7ZZYXhGYN6pHcTrt/BzqtL1OcibeXt7bFbPEyX0iwMatKz1OTc/Pa8OBwypnD5WzLTbu0yhyo1mYIYFred6FJl1zGVNrp0x3k7b2UImRZrkWBw3zk8+/1xPSpdKWGHCV6+L3B1mL7ssT/OTZ588u0G8mDijYapOfw6RnVmGUpVCCZtY1z0k0bgLNtymSjZ4SUE8Dnm/LMM8FV15XXnhg/ZJxTuUlcP4EyxxDM6fznPvt+npvCGB4Dnd4ociCrXcF7leXFADnaixMj4fdARpDXqOP+yXZ0EGhVMBKAS5YeHNOLxJ1FoMBM/s7TXfahxIVXPrOHdxnyickqYjNwcvXusXW1xk0x073wjdoYjrutWoxBJOmEkvl8I3+M3irfBAz/bGlkqHv0GjUgPvmHENl8F5/B+uihVYB39y+hjfqUzCt/WpDso2Dow6PhhV2rsL7u0MUyuOwarG1FWpjce9gAx8UHm+WsFajKDzurzbwUHi8XeCg6qKlHaXL3vQV6sKmrGZSk/nRxQHurrYYoj3Yk8slvnz/IQ7LFndqk1guLjQ965KVVqF7bG2V6ssslrTCGkfH+6BRxbTg6d7kqVwR/MR6xa2tUoCeVvkcODCpiNuxxG3K0NIxjJloeSdPnxcGdxXre+NylrBIv16WhTCjXka2ljXm0gqNQRpJODgT31hOIoGlUUhJRnwYA0uABkw2qASCpXUft+ss+63yec/ZwWkVsKr6UUp363XSNafBRFAjOQszz85r1HEwJtfvbJGANYEiNfqeDyKDvFGfpca2glLCIEHa3DUFMPJg5sGatDOTgIyXzenz5z5LqznJLjN4nWOri/jfqAAdiHElS7mc6IePiZ8xvvdk2zD7yudYa0sMdWRaOX11qV26/zlQj48FyMlGJKPMDHQ6D4Q0i8Rgu/MF2dZF6QjLRtiFo5wAO9Y2s+sFP+vAPmgtlYNXCp2rsLEV2igJK1QOAmRts0xwkgIAI9PMtnSZcX56wHxbucYceOYiHS+us5+b8+mernPb8tLO7tNTXgLn51JuD1TnpjOBMYCZdvjXAWk5qr3tiPUm+xzeZ6UdmmLAD3Z3sCp6nJQb2FCmTnDjSJ5wVLb4Hx7/M/jF+/8HKkWWdEttsfXZNu41cz4a0bNcQhrQ67huG4ok29DKwwSVOkITreSmxUFRcB9UOj8TXzoOlEHrS+VH3ALJ1q5RA1qUGIJJacFPzCU2RY1GD3i/P0KtKfFKo4c4LalQKoel6bD1pMs+KxpsbQVrK3o5GmLvlkWP3hlc7Gp87s6T5N9aHlCGw8ZYPGgPsOkr+IAENC97AqHsvduU9JJuCovWFigKYqJqbXFcUtbAnaNo/yGYNE3M08waMaDJRM0zCrrnkF+0fO0B1iT7NK0MNWZyG2NHMxu9pxeljgy20ZndBgg07WyZpRxxO/kUKOzP0lx150+ZZwZ4AFI6cmZOp04Mo5dwBP8MDkfBZkAChyk4bQa8j7LZQSWpBAcjauVTOmwgstkYA2iuS0pTuA0TkEeWgEiLL27TKSvP583BfRIk8/IpI1ooDzvtfyYgVbY7nXMOMOXvXu27UYzAv9fp4jJolB7Mcn/TGQ4JQKe6+zlSQkosKuMyqFV+D8DzMdQxuG8XXTKMIqs4ec/L4yqUpyyZoL5pLhAxD1Dz+bpA8SAMkhkEM8iU8ozpbCLdOz7NBsr24H1zzIH0S87t4hI7nXTOsR8mk081As2y8PnI80wzUCJomJezz/RNoJkD7KbuTumcb8kyj9nlfPy3BdW3TXDyBwnszoxx/8CWl8D5OZWPK9GYY16mv11Vr3yIP+50z/gF6dHaEgdlN5oiPCh6PO6X5GuqPM6GBhtXxYATj0YptIESm5x6YmA4YNAHjfNoO7cNdQru80pjqbuYKIXA5SaU6AVIlh2eZCN6GJigMIQCpaIgGF6HPaQdNEo1oA1lYqAbNUTWOWqCYWAQ0KgBPmjUesCdYgujPL5x+Tq+tHwIAFgqh6Xu8cSuoq6vxL16g4cAtpFtqQx7sXocNzucLLY4rnb4/sUd9M7gs+tTHFUtPtytE8NnhwJOAWdtg9K4pPk1KmBRDimVL0ABg3kaNILxYgetAjZDHe8Fg1pb1EAa5EgLLWaMmYUrJi8rmcSBkxuk36LWkd/jhfIxeE2NwFhifRUlgHFBj9haWVwMvAPmbcyYVVbIDPLopTr3DE6Yz6QtnixnicdIkiHAKuub557BkU6Xnx8TRi4QhRnLFnIq7Sz14O8jNltnv1tmnsOkjVlzzefCDK10mii1S1kc5ZS8nG3gNknuEXGdaWAnA2WAgJoEcwyQDcJoUCYZawb5zEqHoNJ2U/ZaDg7kPsbHEgdnOjPt03tnCpIJ2MXgPz2x/Iz1dT57KfNgzMdjnY7otCLphUZIwHEK4hkY82cGrHzPc8AeM782Sjm4nXk7TkJCBEDevtQO8FMmdNwONpg9r+VK29n7mpePBluxzx2CSaNeF4ASDo/7JU77JSptU39Sa5symVLQ8vWg+XlKM25TphKU51X4WH9YgYovyw+3vATOn0D5uCD6pnpvw0Bf9/tN9fPni77Bumrhg0KpAy4d2cA96law3qAxA3pfRGbT4kQ79IHSN259GdNvj102gKxNvrALtH6BtdlhqTusFGWmakMRt8m2dhU8zkM9CQbJujRe10HDhMxAScaAmViDkKQhffSAnpal7lAqizcWT/A73as4LDp4KDwZDvBG/SSu0+NeeYmPwhqXrsZR2eKj7RrH9Q69N1gVPUlcdI3DssWq6PHW4WO0rsDdeoOzYYHLvqbU3E5HeYXHIvozwzi0tkja50J7VNpi8AYfXhzgsG7xSn2ZwAZl9qI23rmSvFLjdPKH7RqNsWgK0lRWcfnlUOOir3FUt/BKRT/W/NIaMyvxxR5ZMQYeNtpfAfQCasyQgPZe5kF4GCWCB5GDCLVx0D7r5wmMaMGGje9/Bg1J5jFhjIHsE8ygWDphcMIZBji1ybrVqasE72NugBuAvcHAVQNh9j3WRjDNAkAywJSsqxwQMPAuJwAzrRuDF8Gsn3jeE7gOSOA2AfnYlsmnWTBue0GQsp8IeZlk9niwhEnWQSlfmN4b01TYU9Ap2dRpmco2pmAewIilpv2yxGJfj+qCSp7CAKItm87segTQSabBencBzqdsbLKLi+fFQXkyOc3UIUluw4GMJQCviA1fmIGAtvIjp4yrimy/qSMIX7vEXgeVAv+uKhwo2AWSgXD/wZkK2RJvCpplIKAEzRI8p3t6ApjNFe8wNzn/q9jlq5ZfBaLl8mdlmKdAmo/hh+kC8rHLS8Y5lZfA+VNYbiPfAJ5uFD2nB+RAoa2tsCr6qMnLBvytKymwrXT4uZNvoFQKQ6Bp6FfNgL/dfgY/Vb+HQUgymN1t1ECJSnRbH+IdAAAgAElEQVSfPJh90DhKWQIz2G5DCQ8XHTZM6lyHYEadDrPNDI49mHVeULITBZxHBlorj9aXkfmwQCighYTjjWhFx8f1E6t38E5/gi81D7DUHc7cEnV02nijPsVju8KH3SHePnqAnStxPjTxpZH9Xztv0HuDxpDEgqdqzy4WaBY9SuMwOI3B1ThetKQXVsTW9UOZQMedeosHeoXDssXC9OmandsmRrVTW9fGotKWkrYszrFzZQIsEuCU2o9SAGsVUgATTxsD9LIGplPzUQOqSd/poeCjlRWXOQZRgjh2ImBwq4JCGb9X0WVkeq9K8MyfZaIOBsEM93mdwZkk4dAqgG3rRozmBAROAar8zmz0HFCW9nNTDbMsdN3NHmieDhj4tz0GWHEAHN1nzpPzjXSt4Dqm3yWjOBcACWSwPwfUMbNczjpoobeW+5OssDy29JsAvxzAlzS5Sg7sMkDl+qcSEKpbsqwZGAJyYOKTNGKscw4JNEjQXESG1yI7abC3ee/M+BxjBcwOS0A8tnzL1zKdJ8Lo+Hk2KdXHuvEJa34d0KN2zv0AJR+JGnfBVjO4A+bZUw8FRNu5s6ER1zSC5xmmeRoIOAXN7OnMx8XlKsAsf5+C59we4/t0CljH0pD5trsJNN9klTf9zp8/LeD5Ci7gD2R5CZw/4XITyP049coyt4/bBC9M65KfD6sWrS1xWO3QeYMLu8ZJtcWy6NG6Eq2jfW5thf/14R/CP/vZ7yHloVLAj1cfoA0GD9w6JjwpoeFxbLYwCHizeAwAOPUL+KDRQuPULnFiLlGBOl2ekiRphcNpyFZIBgFr3WIIOnqJelTwaEEJVViSoRETqwSNQ92iDyZZ2zmo1Nl6UD1DKLDxNU5jEpQfa97Ft7vX8Ln6EZ7YFdpAlksXQ4O1afFqeYYD0ybguiooY9vCDMnz+qTa4rjY4v3uKF4vjXcuj/Hw7AC2N1ALoCkpgKsbCmz6KgWy7YYygYon3RJfPfwIR6+1MSgvxMECsUPaBCDOBFTRu3VdtNi5CsflLkXMs8dqpS02PbHkWlFyGwYOBGCkP61MASz9e0nXyOybvI8kazgCnCG7TiRpTZzaZwDI/+eAt3zNyGeMA+F4+RABDGczLHRO6JHAqsopw6UcomQGWmTXmwWP2H/+5EAAQLae06xJzRnyWAYC7MtNeB9jBtqP0pNDbo8xIOXBFtu8SZkFgBHre9U5SaA+d/5z557qF7IPgIBWFafuOSsp2xyy3pblF5UAyAz0ErCcGeikz3tSjjwI4aA6WlcEKsd7uVQUDJviAuKsCoA0mOR02KXygAZl7IvnwyC+MmPXDb6f5TWWDDOvk1ltnzL05edtDObkbIJkyDvhpCMHvzcBP60oPoJZaAawPqgRsHNi4KER8EG7Ht1nbDuXGOcImiVwnssKKOUZTwOYZeF1uU+/Sus8/W2/LZ4eJH+cMlffpwFM/0EtL4HzD6F8UtKN2+37JunG1cNIHxSWBbkx8MvqtKeU04+HFQrl8bgjn2YPhQtfYq0H9DFCu4veqSfmMjHHh5o8oWWg4Fq3KTV3H+UU5yiBgJhG26Qsg8e6w2nMHEhMdbaVG4JBG4NzhmAS+L1b0P4/GI7xtfrdyGQX0GoAgsYAYsSP9RaP3AFcBOI+aDz2K7ShxKvlGR7YNbTy2LoanS/wW+ev4+t3vocL12CpO7y9+AgfDod40B/g9eYMQzCwweB+c4mTcoPTgdqK085+bv2EgoPWGoOLFnPGYVX1KGKQXS8SexyU5MLR+QIn1SZZOh0VWzwZVhE0RNeIqIH+3ct7+MLqUU5UAKCIgOFBe0Btutglr+dvPngFrxxe4itHHEgZAy1H90lM/KB8AjR8XhYEQCWrKe+1BAbFZ8l4smyBpQKaKd3pvTn5rjGWC8j/RgBHtvDTCAkYE7OW24zqC8nJgctViTz43K76PgX+nCSENewBGDmISCA4lTnIALq5/e39j3pc9uRllwgubLUm2zhpm2dA72iQPQkolTpcDpzj2QRqP0rKwwCYWVr5mX2Dua3kdZyCZgns5SBj2iYyu11yqkgn7DPbG8/HBh2lSPkuq7XDha0T+w2QBlpHgOgCpYHnbRZmyJk8J4MVdryhc4lyp7hPnt3h9NecypoHFYMvRq4aABKQZ/2zbDt23ZgG28l7slS5vaULkbyXXEAC0i5QMPDOldjEuAkeZJDdHINnF12P/Ci5yZzl3Kym+RllEdMyBc98rtPfblvHJ6G1vmqfL0wJeCnVEOUlcH4ORakxKLheRjHW7s11+Lz8acq0vjEzdJVVzvW6TGZB1mVHHaTKATYr0+NiqNM0+sr02IQSR6DEHkMATsyANihsvQzwUynLFR+bDxor3RGYhcepz0lTKngMkLZyHo3KWl4AI8kGO3WwxRyn0974Gm+UT/DIr0iqAY9tBOA6stunnsA7aZ8LYp99gS2A14ozbF2NpenQ+SKxOkdmhyEU2HrSRb9anuPcNnjQH8CogLcWj9D5AkZ5POxXqLSFCwZ2WKDUDl84fIzTfoGPNuSscW+5QWMGXAxNCkZrBwo25JfxYbFLbNQQDLauTsFfclrVB4UvHTyEAWsQXZp6fTAs8K0H93FvvcGy7FNbfuHu46Rd5+AeqRctlIMLRQI6NrLvjbFoAVi3D5hHCS7kdLx4MU+fAynp0OF6+zIf1J6EgYG7ii9yTtwjMyWqQK4iADKIFiBxKokAoo2d32fWZZFZ+KbrSG9fZrDDZJ0paGbArGbqk9vIY5JOE+yMwElrZH9QKZ+yxOW6MsiGZDlvst5C1A0L0A0g6V57V4xAJIEtPzn28f1x3cyFrGfPu16AZgakmc0eB/nJQEmWSSA+Pz4O/nl2xgepw+YkJ0gJUnjfw2hgmdfPFnPZ2o0HM1UMUrSBMnzWxsbvKmmC07UXp2tMBvNMkkhHDhn8N33WRsAx0PPO65TKxcFBTokNENDe+DplIdUIyYWEmXgZDJjuR1xtOSePB9gHzfoKEOlB/h9+An6nso19aca+08YUHE9lKj8KIKteotUXsrwEzs+xTIHATetNP99U923A9G3qu+0+uXSOQNRxtRMJA4gFMYJhaZRFGzQa5TFAQUdPW/bCJLu4JOagIvTPANBoCixrQ4lTv8QQM/1R1r8BD9wKK8W6Xp+WcxrvXgHnbok2lIm1bH2V3DLaUGLj6yjZiPIMUPbAja+TxzN15vSyZUbms9Uj/G73Kg5Mh6Nih8f1Ch8Oh3i9OiXXDhCz81bzCN/FXVzYBkvTYW1aPLYrfH75GN88fxWFdlgWfbKHen1xTi8hBFz2NQ5WHdnSRdlG15U4PDrD4A2Oyl0CXcykkbyEPVxNtKXzSY7xenOW2rfWFh91axpgOI0h+hiz9+9h2QrP3Kyx3L+HqP7OFYlVZH2nBiWK4AyC0o3iqoHiVSCaQTEEqAUw0rFex3KHoNLxSfZ28AZGZTeKcgJyOEEHgGStxl7NfJxXJQkBxglCOMmI0T7b2iEzy1LSIZfz+UlP42tlEcIxRQZ1TteRkhMG1tM6GWSPtbXj1NLzfdI+6M7XlN0vxuxikgWZsAfw5HrTe0cy3VoJi7owTnojU0oD2Avyk78BQOdNsozj3zj1NYAkRehiYJwVMxNSXjQeHPoIKCXBMrYRpUBBl7pH1i9nZj/HrjBLLuVTvN+pjR21B99zLgHhqxjUUjlAIaXS5j/r9QhAygFakQDxGDQbZG3zs4DmqwDz9PdnAc+jdYXeeLpsro1uKtP79yrJ2qeqvMTwqbwEzp9Q+bgPyU2s0sc9rpuW8/etrXBQdDgfGtTG4vubO/jc6gkGb3BQdvhwt8ZRtQNPu/HLZgh6FOmdgwNN6uC08nDI2j1iiuPLKQbsnfplYohXmtJvc5psdsdgWcVpqNGGEo/sAVa6S11dG0qsosczQOzxhW9QKYfzGCC49XUKXHTQkbHVqZPf+AptqOCCxkd2jaNih3vVZWqvUjlKI64coIG3GpJHPLQHODBtAt+fWz3Gt85fgVYB66JDZUg3+fbhA1zaCq0rcd43cF4n2y5jyA96VXRk76SypRVUztIHADtf4aP2AIX2OKm2+MLyIS5ck85Lh4CjcoeH3QGM8ag5M11kZXmGwaVOf/qyzy9s0nP3IuEBgaUEZMSUumQWpxrVq8DgaKp+IlHgQZGLUgPO6Cbr1oo8iEvt9u7vNOiIAJr3Nc0g52QgHcbstgRo8rXK6zvx+yjwbuRaMn6mpy4Y8verXr4jMIn95/i6mSUtM+pNXvBXbzORaEyOi7X31o+zVbLt4dQKT+57Wr9kk6cDimmhgWPWEtdCVjE6h7C/PwbTnAhEgmaWXEz3xZn6gJzcJTPW43YxKmBhBmxclY5hCnBzdlY/Avs6zQpkO7laDIh4UOLFLJwc9NJ642Oasq+j9uHzg09JeBhEuwCc28VohqCcAc0MzkstXDTU2KeZQfOcnvkmwDxXbgOefxhlrj1nB3yfIgCt8DI4UJaXwPk5lbnpQuD5gN25+m56+Kad4E11zn3n7Xpv8LnVE1TaYmGGGIBCwWCvL89gvcHG1vi77RfwtfodbJTDWg1oowPGSg3YRP9kdrgolU0g2QUNI4L02K4OQEw2YjGEAuehJvbZ1xiUwbHeYRMqnLoV+UEL0MHJTI7NFtvIJHO58A3pmEESEZZ1ANTRlrDwoUlZBR/bFbTyWOkOR8UW393eTZ3+g/4Av/reV/GT997Fa/U5Xi9P08uP5SRndpkC+ADguCbmnuUeddHhdFjAeoN3L4+gAApmCwp1SUzPo3aFzyzOEhgwyuOo2OLMLjHEevlleLfe4LBoca+8xFl8yfGLr9YWnSWW+Gi1w+A1Wtug9wZHVQvrNTrQNDEzZKUiXbB82cr0ugszjEAAJ4pgWQJbFo6AimcngjGwm1qS3XQvM4Om/PzLyqicwa13BpVxyfHAeZ2ytIWgsuNByIGG3NY+mAwClQTmau95HMlMFLu7jEGmBIVSg8tl6nwyPf9pvzKVWvA2rOnmdZI/s1J7fRYv5/3MSVUksE/Hxq4OUCmgVZ4Dg+XpsfD2CeSJduQZLa1CArqjbHeiTViO4SP45WV8TCyZ4LZhGYZkTHW8bqXySbtcx+RBsl25DXxQSY4xDYpNEhkRWAhEX2gxSOPnJwfvBegkBxGyo9iPWAGMWbpG10qnY+Z652YRpkWyvVQPzVilNox9lhPtxesBeWBCfcQ4KyCDZg4KZNCcP2fQ/DQMczp2lf2rR+fJA4QbmGUHvXc+z1KuIqKedVtJFrwsL255Gbb5CZQ51ufW295i3Sk4mAMg0/Wv+/26UmmLZdFjXZCf8we7NT5o1zjvF1iYAbUm7a1WAQ+HNdpQYutrNLGjpIx+lOSEweu5bzCEAi7oBFqZ7eUAwTbqolmG4aASK8xJU9pQkCRDkYUcu2E0ekCjB1TK4cIvEkM7hAJL3ZGtHQw04nYwycuZlz20a+r0tcXWV7iMrO1at1gVHf7x+WvofIHDosXX7/8A/+CjN/Gr7381HiMx4BxkA0TmAxq1tlgXHY7LXTxfeuFbb3BpazSFxbYvUSiPg7JHU1iUJqavji9KftE0KlvI8csKoBfpJnpu8+/k95qn2lemx0HVY9eXyXaQAQAHKg0CEAD5pVOMWMq8T618ms4GYrrkaHXXmCGxznxMtN34BSGzjc0V8rLO2kn2ttaKErrwS4dBGy/jhC9yH6X4ziVJMpCdKoIAy4WQd8zpruWzNpUk8PZFZOCUCrN9xRxgnT7nc8/0NACMQHvWx/L+tQrpP/8mU0FPdcj8e9rmiusj98PHUOmxu8S0DmZXGWgyQDZiH3J/RXRqkMUJIMcJN9gruRLgbsTkquzBzOCWZ8e4Hfk5IN1v3paZbWZ65SCgFsDXqDAKzON24BT1Q5R6SIZbOmjY2I/INpXPHgNmOfji/9k2NIh+QWUmeQJQ+dhKRZkVrae65WB5CESQyGtSaJfOUYJhvre4PZllvgo001tgfEzscT39k7/fptwUZPis78ePA5pvqvOTqPtjl/Cc/z7F5SXj/BzL1AYJuDqo6bYjyqcdFX/c0eocCACAj7o1Km1xVLV41K1wUHTU8evMBJ0UlwRsdYeVVmgdTX22oE68DWXSEJNsIuubXdAwipnTzKSUil58JVyaduNOeOPruDygRRkBdRn3o1Aph1VMZOKibhoeicGGivrnyXReowZ8tnqM1pcYQoEfbO/gaL2j/SmH1+pznA0LaJXtm/65z/wO/s/3vzwCyyRdkIGNDgMMjsstNq4mMKsdHvYrLMyA86HBuuywPurQugKNsVgp8rVuYvBNYnkQ8NgegLKP+XgcHtrT9V/oHhzxr0PIU60RvH/gKpzuFqgKN0pJzde85Bd/OpfxfTU3u5KZMkpxPp2OL+BgYfbkAFPZwU3PDhABhEIGFyrPxFTGjRjOzL7alBp8js1NMpCJDjgdWzwuBtZTGYFcTykaKJba7SVlkefqgVESkgR4RRvNtQm1Adv2SQeEsfSCt5Eg5ip5gORR5qQQ0zK9hum4xbFmVnff4o1BI4AUhGqUSyDeqbHHsWxzo1xyjJDeyDwoKdhJZFLYjYIBaW4/wHuVwLOJoNt6kzL1+UDAlNtzYQYMIXs4y7TVV7eZdKiJwYWyHWPdQ9B7wJDOkxhhN/Mbr18oN2KnuZQ3sNA+KCIU1Pys5v5sTw52nILPkYvGSKYxMygcSTVuvu9uC5ifR/lRAtgXEjy/LABeAucfWbkOSM+yOU8BoJ/3VM95v0BTDCiUx7pocdY3WBV9NLz30IFehv/Xk6/grVcf4sI3uPCX6EKBHhprDOgjq9v6krTCUSYhC73MRMeqPHTQSbrho24aQPJh1sonv2UNj0YPZOEGDRdZ7tYvcGy2aCNg1xGQz4FmAqHELAPArz74Mbx7eYS3Dz6il1wMdikic5LcPRTw0/ffwYVrcFRsAQCDZxcBhzO3GPktL3SPQlEgX+8MVqZPqWo5qK4yFoXyWBQDKmNHL+RSOWxjOnNmVHxQqPWQAAuntIWYqubgnoUZsO1KNNWAVTVkRpJ1yRFQTMsUHEEBFhgBsbmSgF3IwGkkExD3dwJZE7AkwR8fZ8HBQV4nMKYVByrShK0EoBI8S+CrVGakpVzEBZUSlEzt7uiAdQLJfKwp4JD9cGcSlvB/6zUww3Zd99IcBf/9/+y9SYxsSZYddszsTe4RHsOf8mdmZQ1dXdUTyWpRBQICyI0gieSqQYIEKG24IKCNtJe040JcaMWFJkAABQjatAQBBAmJgABCAnpDkd0im+qB1V1Z1ZlVOf8pJnd/k5lpYXbNrpk/9/D4Gb/y/664QMA93N9gz97z944dO/dcbGepgVRawRMGg/WZAEj/ep137a6CGuSJPHXvofM2UwM6XXjgYzJWObXNjFp6B+inSIl8tkNbgZmK12EpjAe2VJgkHke+rd4UySDCOV/wMvMmbDcwz4hstRJuFmewEsaIsCwQS2gDboDAfZZ5f/JqgXwfxEwTSJ2pPtx3aDnuGgIgsc3LE/qSc+PPVy3HIMngn89V72aRBLAeqzDASkHzNNvskirHhHGmbRPbTPf7lwXD3J9793L7JQpuG9DfBSDsHZCnuAPOtxC7fl7btM8by93y6HIfoD21zyk2sCkGtGOJx80FlmONx7NLdLrAg3qJs36G2oOmz9cLAI4dfqJn6OHYwEbpUFjkuT5EIwacaWc5R7ILgNw3ZLihaivRSKeHJimFY6Y1Kp+MRw4QGgJfjMc4Um3UK/ub8pmeeys2EeQNFL1VwbKuFGPQSzdiwD11hb947338dH5v48H97uwMz/uDUOzEWOFcRvzDYfAPx1KOGEyBRjrJSWcKDEKFktijlehNgRf9DKNVaMSIphxwXLVYjhWksLhXrxCy0dnUMNlFNVKjRRn0iJUccTE2eLf2oJoBGgWDQ9XhRTeHMRLKVwsTwrrCNr7gTQq4GFi0BhDOGYVYO9cHEoM/FvedioBXxKTAwPYJg8ID3KCRnQDNha8ESa+8TaRZjol9Y9hOXkqYg2quUw7b9ywzgWae1EdJmhRcfxw/30z44+9zOUguQ+Ca27AcA0LhePLzgc3fMT93nJEtM5DmzmcGFnbcq9TEQCoN2r4MgyuetMYlIEHTKzhwiu8H468fywdMNvhOkx45b+9UGWu3sk72w68l7opBkQwQRbyPc3abio4Asc8J7LvfYtQuu22aAJpDNc6pvJhce+5BKs0sGNaGZNaDgVMgdYLI3VT4OS/D/c/NiPH1OdjMkxeDPtxfwwE8i+jb7LazCa5vAzTzyDXPU4mCN407xpfFnwJ5xW3GHXC+pdg1Up2aZr2N/dC+djHML6vb4ttz2fAan6yPcVD0kNZgUbb4ZH2MB/USM+ns4d6eX+CfL7+N781/AmUNTuQaSlhcmgqDLVyJa9gAgp+Ph1iotXeuMOits4GCRQCvrsx2gc/GEzwuzgBEsOtKZAvPKlc4Um2QUwA+AQTGS0jcA+GL0YH7A9l70C6Dhnppas8iF+HB+l75HN+snuIP1+/i+XiAhWpRyhGl0TgouiRx7qBwDHpnnLtGa0pX8AHWH7vPjrc2sGFBi6k0Dj0DTxn4IQnJShx5R43WlJhLxzjNVRdkGnw6lYOCWg7oTBmkGqXQ6GyBs26GqnT66cOqQ6WctvGoWqP2mkU+tUse0ACgLVlWaXTGlSRf6zIBFlPMNO2DA1xihQGW0CNSEECgkYNhCYt5MSTluvNXfk1TEmGrSzRqCIy0+97AZEln/JV7T+cSjsQ5hA82JANngtphkv/5MROI5JU+C/bb5QCb7zdn6jnw5hUgDUTUOwfAbMCr5/FjIFlFbOd0IiJ9RwATcACbQBax0ORswn2CgRTMc4BK7QFc6XgCxEZvSmhocEBaaZJUTAUtN5rUUYO7yNDx07Fyl4zU7SK95/Ny91JY1BO5AAQ46Vo2ViUlxd2Axl0VI2OVwzPEugS+vKgVTwilWS1+vZKjCbWNg2oCu4NRAdzGxEPB7C7jjAMHzYFl9tuJOvnNMtocNCd65R1JgbdVQe8m9nRfel9bjof7RfNl7qoEvllxd7ZuJTanv7jeK3xON5QsiebLxDbW6baDbsAzDzpGo3BQ9FjrEhoSa1Phm/Nn+Fr1PCT9NUKHB2Pvb748BqvwfDz08o0yKXVNiYCtLT2IS62lNAQMZGCro/7ZTdk6uzoHRIhRliIWPQGi5poeCvxGqiGxNDWWpsLvr7+Gf/Him4EtmstYMKQUOrG9cjpkx2pzsOESDV01LdJRUl9W0umXlbAOtMIxbjPVhyIItM2p7c5lDymcfnmmBsyU84huxIDBuEIuxAAZCByrtXvQ9wW0kRgMVSiMoI1nzHOPU/pfQ4bzOfgpbTqG0BfsNzB1vUcwmIEA9lCmRD5K8qPkwETGQUy112r3vjBDSAwUTu8MgCUSjhvgUzOnD0ps5EmBIUmOJTAGICtiSWP+6mQlOmHmjJXseHT4PjDxPvkx76eC9Um4Fvj+GZgLMgZE3S7/nhLwAITkrtjONBEwrMtAJL/HBUY4O8el1CGxLpGXMJCXn3c++Ar78dcVDTK5pIGC64uT/QTA6f3Z2fHz/uMMdWBTg3Y3vQamEjppcBA/M/HYxSazSvsl0qH0FQIlbNDtF15qxRn3qchBfHDeQfobom3koG4qeY6D4VLokBSY9rVN7gnUlsA4XyPPoP1c55Ecqg/usexN41Vsb9c2p/yi+Xp8/deqciCcHd1t/r3Jccc431LkGr34+Q42eAujk3+/L1O9a1/7rr8rjBW4GJqkfedDA20FTso1nvSH+A+Ofg+fjcc4USssbYEDQRXuiuCcQW4bgAPAnw/HWKg2MnJAkHIcyA6tLXEiV84nGdqxdJ6VXprayzacZvrCNKgALL3+10CipwIUkJjLDkpY/Lh/CAWLt8pzB7S9R7S2Ipnia22Ft8szvDM/wVz1eDoc4u3qHJ0pwgOKAPWh6vDB+j7ers/xqLrwyYUqSCyuxjpk3ZN106PmEufDjFUlc1PbxgqsdYWZ6vH12XOU0jPY1jHsK1PgxTjHo/ISpRzReGCtYNAojYuxCf09kK0XyN1D4KhucVnXGwxmbwocFn3yoJ26rohpHwD03pt2sFxKwdlTf13ZlKHly9Lr1EBwigWO6wAweeU2k9jdcSY4LyLCwXNRjIF1DUw2RAL6XNtVskzaTpNsN58ap7Y71tH3uaZCE5ElnOqHKe9jINWzAmnBD9LL5qA6TP1DhmW4fpeOY8pWLb9PBM26Fck+eXtk9j9pnHl1QQCAlckAm+QN+f2VEvZyUBrZcwAS/hjd+04XCTNNfQogO/Y0Um13qsPmfUrAPjiFQKSMehbEvlMlSscmR+Y7f56kCXtRZsRdO7hzTurqg+wc5DKM9LhcH3sbPBMH1FyiQcHZZtdDTIKzJSFQTQD4n0VM+Tpzi7qX3u4rAvR3KuvXM+4Y51sMzi6kn18/vMrZ6FxTuy9bvY3t3t3u65cn5qI3URZwUq7wuLlEbwp80S1wv1ziQPR4t3iBJ3qB32vfC+sTkKXgbIQrQFKhMyU6U2JlKgxW4cm48NZ0VXTk8OCXLOwOZIczPYeEqyJ4JFv2sLAetFr/fgyguBQah6oNAH1lau9S4aCEDg9ggUvT4LvzzyBh8ai6wGAVjos1LscmAlLPwj6ornA2zvFFf4RGuqQ78oMmUFR4f1N6MB2Xa882R1AdAJZ/ABJo5sBqLnsoYdCZErVw4JnAfG8KfNSfpn3uAVtnSvzK0Wd4cLjEou5QSo3DskNTOPA9GJUUMQDi1DcxTDSFS1XMaGqe9KIqtD9jYZECv6m/XdclMcy9KdDqEquxAlmD0feNGtGoEZXUgZ0upE6m3MlejeQwCbMsDGOYORtM7LVjEis5hj/aLm8zZ205S31YdoFJBZAw4wnLywBwwjx65kes5CsAACAASURBVJczwPF6j0ls3IouB81T95e8wl5y3rJ7G/2fAyi+vcTiTkRvY2KUc0YVQDiXxIDzNvCg64vcXyiCxCJILhRGqwKo3dDmhhkrG67j0A52XRFjnfZJtJsbjfstlGSlB26Ft/k74PIYul9RzgDvD5oFSI4dcXsFn31h/cDdcGJBJ29HR7NzgvIx+EAlk+FYgXV2707bkV5HXNscr5HtEg0e1yWn3jRuWkTly4Dfnwuphb3lvzc4fg7O9s8+pgD0TcHstfvYQ+4xBUJ2AZWp4IwZZ+9OyhWe9Id43s9x0TfotcJvP/9GqAx1qWf4dvUFAARv59iWqf7xlQOzMfbK1CCf5m3JHrGSnrOoA4Aj1WIh1zjwvs2NGLAy9cbN1HgwfqbnvnKh9EA7NeZfaefPfKWboPk7UF3oGw2n8x18UtzFOMPz8QBzRbrlzSQaAFjrMqlMRtUBnX562hat9Gx1LUc8Hw8AAPeKq8BsaytxXK7x9fqZA+2QjtGHDex4Zwrcb5a+6mMEeosiOp1wJsllyKfFLWi9WmocFj0r8UuDk+hl69aJFQ858OPgkv532xEby1MyKO+ThInDJlvLdd+FMEG2wUOKnInWAZQ42QZ/v+lnPMXKRjbVJMcQBxXsuLy8JPQ7LGP6bBxMwbL+0gEIczBSMDAZ22nCsnS89Br+EEHllG8uEGUdUxrbdH9cj639dULFe1Jgzmca+OwIB6t8IEZ9yZ0kuIyC9qvZKx9Q0MzIVEXJ/Hg5eE9nHVKZSNL+TJaSuoW4wUMth2QbZGuZy3ZoIMqlJVS8Y6PtiOeA2GZKCObfEWgmcoC7afD20O/KzYalM0QJew3ux0xEgg0yOtdHmz7N6fY2ZU5fRdwEPL8q+cjrGuJOqhHiTqpxCyEwXclo+gGzbTrw5SZlphJ19tnf3tv3D0BKLhmtRCU1zoa5A0bKuTH88bOHAIB/dPFv4a8d/0u8U76AgsGlZysouSzvDwUbLObyMNYB2sYO0Q1DuMp/gHPvaG2JRvYYbOHZjHRblEhISYPEKj0dFnirvHBFVMYFGjEGkEkSi4/6ewk7s9IVTouVY48R9X+QQGl1AM903n909QCL4zawzgvV4nychSn6UmgY4dwoBs/kS1ME7+WZ6sODcuaLthgrAkO0MlW4aa9MnSQCnhYrUIGEuezDMRyqDp/1R6jliMfNhWPUxyZIRY6KNWZqwKftMRZli9J7IruKiq5oSGtKdKZw+5YIshPOPJOFFvcMjqxtyjpJNotB19ymjtQlsgV5gtA7EwPzQSNPnsyBeSEN2rEMbHNklt0+eGIVMdTzomfJXDmrywCujAzvwIBgKQyial0GfSutDwDzovfWeRyEqdCfJIugV14hb6aGcD/Kyzfz3yBP+kw8oG0E/vzeFl0rdLJ98kem88yPg0oxj1ahlmN45ZIlDVfwgw/OlEiPMz+f/DrhIJ3LTihpkWzpKCmXviuldgmHTK5Cx1Swfs+PMcy6+OucBgXc19slA5es3Uy+I5yf+mgkk0SobLkowzhUHa5YUaPQRwy08bwE3id5IhoF/83ly/DrgvTNTiNO8pBsloSxzVQdUIpNYMklGtvA8bZBBz/mnOGdsqPbRrTQM2JbKe4p6cbkPhHdm35ewPNduLgDzrcY+4LnqdgFcKce9lu3c0Nd9K725GBmNC6pabQSl2ON47LFTA5YjhVKpVEqxwC1VmHlk/xO1AoLud4o17xvnOs5BttDS4mFWgf3i8pLMAg852yGthIQDphTFUK3ntNFHxcrnOsZDpXza3auE3Ebf7h6B2td4aRcQQrH1J4Nczwor7AyVWC2XoxzzGUfqmwRmKaCJE+HQ5wWq+B+QRZyxFLXcoC0ymumGaMFEZarScNsgAEq6UsNiUvdOImCHFDLASsdp1YHq6CNDLIR+AdbYKIE8HZ9jotxhkINYV+dKbDw2wiFDDxwUx4odKYAbEwUrOUYSha78yxCcQcCWwACiEzBSOqtOwUeSG7jjkuiAIGQKL/g13104nDnpdVFonHmSYWc0eNaacn+5+WSCTST1tktb5Pfn0sUjdslbS9th+uJGzVuAH7AAWAepa/SSe0jbXFMToz9VYoUoETAGRlD/vCn93RsPDgY5eCSa5o1O8Y8pLCQdlMKQl7ovCAJwMtQu7a6su1kKeiOs5SxCAoNPAncERtNyYbUPmKbtb9ugpsGDXQQATgdI31fSJ14MNO1lSQm0hn14DhlqeN1xh1r4r09LpeDSj4rlQdd0xoy/LaBaflAvKenntsE/Pjgk66JKEHaBLwhkU2Y7LzGQSCXaFwHmvPY9/n5qmMXiN42MHmZuA7Uf6XxhrPEtxl3wPmWYxt4Bm4GGNP17eT7XSD6tgB0HpR01aghsKuP6it8US/QaeUdG5y9W28VvhgXeFxf+PZuYZttrCCYHINwmdmDVbg0TbhZkUUdrdKIwSUBslLdjl2WoYpgaytUYnQ3cBjG9ioMpoASBnMPeL8Yj/BZe4R3ZudY68pPrY74xuwZWkNOHKlllnvoxuSutS7x4cUpKjnitFjFYiQyJt0YK1BKi1qQRlYmvtB0Qy6FxqVuQgIgD/psZarw/lB1mKvOFXvxDysCvs56Ly2I4Nw4etRyDHrsk3IdmCYlDGpffbHk4Fd4baQ1MIgOG3RsUtjJmy1PHouvm/IJAtWT0+cGMP63NrLpfc668qS1Qmo0KibR9ZmukwDzyKoo5v6+Pe3HevlE8JhOtbyjUYn2mJK+iP2kPshZaA5OeN9wJtps9EkGlj1znRfucPtIZTCSARkOBAgAUgGQnLnOI2nflt8xnYNQmEZYlGJIZqE4yOXsKRUnKRkr31kZrg96lRO3uqmkvzxxEb5ddN3U/jrRNk0MdSCQ9zuYc0ZWWdPKAIQ5+OP7uNJ1AljT/krPB90zpggWPhDkPszApvRgav3cmo62V0qNs34erkueZMqvGwkaZDDZj9iPhVXZDWLqOZDHq7Knm1wmA8mv0vFCJb99en+HVl/HeA2HNW9+/MySH9hU2dZlWGLRtr+bxmhcElgtR1wODWo54J2DcxxWvW+XQSMGPC7O8ai4RGsLvFs+B5DeGPe5SdL2CEA/Hw8BxBuLQSyYYjyAuDAzb2/nfEmJB+q9s0cjh/BgWuk63EBJuyxhcVy2SRIOJcN13t6N2GXXvngeiEG7HFzi4PPOaZBrOeDD9h4AbyHngepaV4FVjkyhA+qUda+EwYPyMrSDYuHZcuoPV+BlROmnwc/HebDBI8BLjFmuRSWg0vjKg/erq8BytaZ0hVw8qHb9LgKol8L5TnP2jdqaX5+k66W/qUQ3nrA19VvigFax44h6VK6RZUlhIp5PkmLkWung2cwT5DZkI5uSBylMTAwjiYLU6HzJZm1F6HtiqPMKcrleOUkI9Pt0iaXEgOtEQ57IXxD7IGqc01LjCrEC41SQnngKeO4qWpFbuwEpw8p91mN74qyCm81hAzB433PPhBuIMLtRilSPzdnfnMDI+5aCJ36SpreSY7hmyB7ODYg0Kjl620c3wzMFmsN9gw1g+LVH556DMp4IOMXubuiKrwFvNPhOZ/u4Nju1HMw/01bipFjFtrBBBLUnJv1tapvjoH2abc5Bc75+3M9Xr3d+VVKMPJfmtY1b1jfvuH28EXHHON9S5Dq8KeYZ2LwJRAuyzWSbmzDUOXi+iWZ6Gzu9TTdKWmcDgVqN6EyJR80lVmMFDYEneoETucKAAnPptLaDLdw0uy0mATO3qOOfUX9pCMDrdJ/rQzwuzgEAc180pBQaT4YjNGLAo+ICF7oBhHSJgXLAs/EQK1M7/2eWHT9XHa50kwBCCYtvzJ7hT1YPXPEF45w16mZkbXOSBAcYRWgDTXHWasSfufcpjooWBgLn4xwzNeBqrKEhcSxd4ZfBg9rOFjhUXQDkShhIazFA4VC1WOk6aDJXuoKxAsfFCrW/Tog5XxStr1jmKiVe6Qal0FioFpc+sZHkDfRgm6sxMqIA5qrDZ90xvn3wBB+tT9GrEQpOHw24QYAnOqGtRC1GD74dg0jWYrxkMdc8k9aUVzyjvi+hN343aXJVdD2g31xSHY+951PjNPVvIDAa50dOchuuSwViFTjaB2mpKxkTxeh1syiEn1UwKmjR8+WGjMlO/H8Rf2OcpQXiPYVkLuE6DgmDKaMc7y2pNCW6OLD7FWcQ/TaChpttf1tS4MZsEgFgD3I5QOZFIJL+zPM1rEyuy0T2wGwCJVuevhupmNI1QWw1vyf0pgiOHwBCxb5cziKF8VU00/0DsXiJY61TcEwaeboX8PPD28GB9ka7wWZ/xKaGn9+v+exSkGaEgYoJjj8AXUs6eL9/3p1s9D33bubypJxtJlCdJ4NOAeY8pp4HNw2S723TOgP7s8789aaxDzB+I8DzXYS4Y5xvMfIb/z437mlmgWksr/nbvt2bu3jswz6To8DoC2cMRuFpfwBjXWnuX6o/xX25RGtLfDYeB7BKEoFtN8PrbpKcxYglYqPEAXCez1RxkFw1Gl9ggKoVGiY3GEyBRox4VF6AioNQH/CHifIMUcoQOpaVyycMTSd71up+uQxM7ger+27K2T8oqQ1z2QdpxmCV95N2khclDBaqTR7I2kocqg73yyUUYl/UnmkObKfQyQOqtQXO9Sy0nQC+FF4b7e3slCDbMIPzcYYX/QxrXeLZcIArXWOuutAecvEgVpv6gEfu1MBf8wEbLZsziVNV4AjMEXNdeyY2ZRIjgO5NkfhMD0zHm7hp8N8hS7ojkF17JpKAK4EdAnmdd1UoGXtIyyXtZwwz7XejP/w+pO8DXk46gBUGWhKWVkQnjjzoWgMQdPS0v3Ta3kR/5WuCjocDTndckdWn641mKWifXLPtZAkyvSYYG50cB0TonzBIwPbZApJe8CALPylMOLec8eaDDC6xokHKmCW28v3mbD0NYqTg8qwsKda3JXEUYeck5CYgHRDxbdBMEB8M8YJFxopQpIqShjnzSaD5aqzdbBX9ttjALMywMQDO7zcRiEfQOfW8yve9LbY967iF4F284rC3/PcGxx1wfsVx3bQmj+vA8K51tq3HpyD3AdO5fCPXVPPvRyuxGkscl+vg0vBPz38tgNQLM/MPQlcBcIpB35dVJ6u6lalwIDs3/TfBRLljMJgL5/XcmgqNGHBfXUFDhAp8MntQHKqWVcJTQa9XyTHcmP/ZF98KDyYlDD5uT0JykmujexDNVY/75TI8rAajcFB0DvjAYDnWQe5RyxGPqgscFS1OixUkLN4qLwJrTPIRnrHeyAGlHHGpG3SmTI5F+X6phCvPLWEdCPd9RQmKUtikVHfppSJu6tnga9ULPO0OsRorHKgevzB7irer85BEmQM3ulYCW5kVsYhT9iYweBxokQwhGRgyORH18UwNqNU46W9L+y+FCWxpq0u02pVC7k2B874JAwdeHjy5JsnDl4GwWo2+z9yAUVsRQBCBi+DkwIBtmclH8ut1U46RLpcwfcJmy28mnnHG0X0eyy/Ttqc0m8nx29S/ON/X5HFkfZiAZyYHcRILzQa/OgOG0fGCjp9fSxyY544abiClNwA8H5CF/TCPaypUMlWRMIJNGeQahg2qebuT/xMXkM2+44NYPktA2+Lnntqw4Zuc9/nEoIT6l8uqaAYgr+RKQdKLw6KbfBbk+020uWCVRtk9iX9P3+VgOf9sL2Z6x/PViURuDnFeJ/b3dRkSCNxJNXjcAedbjm2s7b7g+Uvte88f/E2ZaL5eqwsYOBDSa4XD0k3fnw1zrHWJ5/0BLrxd3KPiIjANeclsID5sdrHN+QPpRK1QijG7wbr3wbIO3n3CsymtLVEKjcfFuXPE8OwIgUQKV5GvCg/VF73XCAuDo7LF9x/+JDzctJW4Vy6dm4QYk4dFa0ocqi6A3A9W96E8O/V5d5Q8KAer8Gl/kjA3rtiJDAmFvNx249vcmTK8D8dsCjzXB1ioddiWO34nj6EHKD1QazlirvqQ9Bcean6fF0OD9w7OcL+6CufJWFfmnDttBJ9nBoIKX0KYohA6gBq+f/c3hHU5yOMzL4VfnhLIiJUm0Jpf+9zejVfx45UCR6NCQR86J71njAEkgDa1IjMb4ImAGQE+zphS+wgQxoI8ebJeHKwlml82iAj7S0Cre0+SDrpGedIkB1AUaULg9AAolwzkfZBHvh6vZMfbNmV/JtmxUoSiIP4aIFAZr6XYjmjnlg4sNiRosKFADJ+FILDNKzFOXovMGYOu583Be7yGcpcM4/Xu1P8mG8DFbW6SHVx2kbcxPw/KM9w0C0b5Ge4emM0uMEBLr1PPsrwwEp9RyuUcbjvxmFS2j22x7fvwm9hH3w2J3Glp1/44aL8NR4s3Rrt8Fy8VdxrnVxDbNMPbdM/XBQfd162fs1Dbl0sfZNcFZ7F6rZxGb6hRKR28UR9WzlGjtSWUNfhm8QwaAmdmhhO5wuc4ubZdPBzYSx+iBI4dKI5ML+CY5kY4DTRZ14GmO8NN19vFATiWa6xMDQOJAQ6UrnSFKz3Do/IS3zp4BgBMUyqCrrnxBQyk8F66wrkEuH3EJD8Dp6cdjCtw4P7vE7aMACN3raD1tXBAlUtIyEea3+AJpPBiMMdqhc+HYwymwFy5CoEkFWlU3A9dpw6oR6ayEBr3qmVa2YxdXyUDGI759uysJMs4lYBnDtqTEHS+/Xm0XkoiAC24XtNMOrBIWGc9GCQ4Csa7vxRwQMfpVg1aXQRHDa5pTqrEUVGNrKgJEH+LxsbfmmbAkNZx0gvmLCKYnR1s8nvK98P1wXyfHMDyPgl9Q/0RwHJMXMuZaDof7lhiieYpQLIJyvIENpu9cqBts/a6CEmqYHIS6zTD1LduXXadMoA5+t9T0BqHZWTWF+6aCfIHxGTDtBx5plcXUcebM7M54AfgreeiLGUbUz9FWmyT00wB5inrs6mBiXvvZ9BMTGYmVyTKcQBIlqbDPYXuRcoPEqiPudaXyzTcZ5uzIARc01mTze9De/lMiPD++XTfuyH3Gva9h86Zxz6a531CZ8+dbXHT6oZfadg3nCa+xbgDzrcUUzeuPGEQiA/B3OJpyjZpKrYtsysR8ToAvU2jt83KrtUlzChwWHao5Ih71RLGCpyWK9RyxP+3+joWqsXDw8uQJT0EduXmN6VE4+vlEKGsNkvYqTwD9FBcuPLcVqLybG0pRkhIfKN66iUfDjA7OUSB83GO58MBvjv/DB93p0Fv/Kw/xEm5DoUKqCy4gcCBclOZc/SYey01+RkD7qZZwuJBfeUrBFYhG78zTj4wIF0+sOSmxLzoMQhmsefdMni5XHcOTRgQkM/1gezQyCFopkk3XQodJByuXzQDFQjbGGyB75/8BJ90J04aEvqbwLFz0SAWOoD8IjJRxmvb+bRwzpTxBxXZWpEvs4YMhTgoGUoLC2OiPy8tT/uk/iCf6ULq4PgBuKIiNNBz6/jKbMJEqziflOf6PAX5wflDpsVH6H1vigCMeTGO6aQ60j7LwEgD0WOY9yMPGpC5ayZN6Ev3kbpo0P+72DrOQvMiGAFkIz2P+b1DwYSEOQJYBNwLaYKPOX1Pn48muj9wLW1uB0Y64aly3BtyCQaEkwRTpJIz93/KaEJ4WYZIJRdcCpH3WW4pt60tU8U0aP2p8zjl7sCX5X2Vn3P6HfHPwm85A4kh98NLw+JvNmXAwzHSLBMjJXJQHcG23Qma+WcEcq8Dsdv6cSrIdem6yKsqbnw/MXDZaNeeTPMbBZrvIok74HzLsQ2I5rHLW/RlIgfkaZt2s9DXsc85YySFxWHZ4bhsIYXB2TDfKAKxMhV+0L2N71afOy9l+KlobIKIrceUTU070CjCDZDkHxU0eqSsUOWlGRemiYkrwgAYoW2JhXTuE0/GI9RyCOWpG+GY5JWpcKzWuF9dOfAnSO9KUgTH0B3KDitTBecKuhcSyCXHjNFI1OUKP12f4l65DIDBWBESDKW/YdPAgLybCdx2HkDnoJmCWBluG3eoWrwYD7DSdZB+bDC+SNl9sv4rpdMSk1Uf7S9m8xsMJlZKJJCet4FHPnVPx8OBttu2Df7QhTQoPMjSNoJJrkslsBk055Izla5YBi9WUkuNtS6da4oVSNnGaWs30jMHtwyuofW/EV5tbqYG9MH+z4StcXkBn+anwTMdV0jMS9oWkxTDOUE81oRVRHo/os+nfuecbSYwQnr4XNKROmJsgkiuxc0BGw0Yc8kBnW8ggnP6fDBi8nh4pM4r2+8vJPcI/wdGNbLYcd8psMmLlpDnd56cR9c3bY8Dfc7a5u4i+e+S9/Fmcmn2/OAsuIyM8WDLjd9bAmyZnIUGFAQcaQYrd53h61E/calGLtPI4zrAuC/I5XGT2dxd279WRvIlwe6bDJa/JET5UxV3GudXHLk28VXHdcmIN00+nIp54djVZ90cl0PDfGkdq7rWJVa6QmsrfKaPcU9doTVVMn0ZwMIWVnsqMUQKg0szc0AOylsWSXyhF8mxEdDUEDhRKxyIHnPZ+aS5yKq0pkQjBigYNKLH1+tnKIXG/XIZin/k4I8zd4CTd8xlH/TGC9XiuFihESPmsselbtCaEoU0+NHVA9yrXBXBUjr983Gx9lOlqQaQgCvg2F3SHdMfl2VQP5L+GEDwsQ6FV+jcqQ6dKXAxNqGfaB36nwYkjYiSi23nhbTRSd8jZbU2mCpiPgkMMgBKDBb1US2jfjw6gUSgHfSqPmmPYqaG4CrhNLEs4dDvv5QanU65A+5awZ0uaDuhEAc7prAPr2Umlno0KvgB579LOjbyfqZ9J8ltE9IH7r2cTsun4G3qc/4/DcI4WxnPcUwm499xtu06iy4CaxxI8qRDvm+akZgC41OglLdziqF1y6ZMc6rVjjplArUc3GrIUKmQ9pvvh5jcKcZz6rxN9dV1PsG55n8qSLu+7Xvaf36txFme1KGFD14B4LhYbxxDeC94UnIm10mOjQ9CX+75MyUFuWkhFJcquB8o/zIaZSI/vkyE+8Xrkh1oX8HfGxx3wPkVxK6b2I22Q4kXeWLQHlfddeB5CkBvaBkTxjfeGHtdYDVWKKQJelECJiflyhcGGHGuZz7hrg6MM8XLVlHsTBnYzB4uw11lD0nSJaosMUfCoCd/VUgcyN7Z18kBB7L3Dyr3/zv1GRaqxefdkd+2wDwso/G8P4CCwU/b0wBwHcM8OtcP3x8GAsuxxuXY4LhqgyUWB72KsckAAtvTmdKxziJNApzLPgHPJIdxEoUheYhVYsSxr1zo+sbitFw6tpvYWg+6V6bCi/EA53rutz/i7eo8uIDQsmmRg/TBSccjYV07fSJnsMhiYGIwKgHYHEjn1x5/YLvEwiGAzDxJcDAKa12GxDqqRKeEDeC28Aw0ySk4gCV9MwFkOv88aF8pyPPJrp45Hhg44esFnTR7KkbttAx/PPLfJgHvYG/m3So44KX1JjW0mJbPTO2Pv99VRY2DvzpLsCOHmLxN5OxCso1tQJQz1EGbCw5sp+5nm/e52L8pkOTAkHToQQ4zAfZy1py3i3++K5GNy2A27r1iQhrB2Xkgu/ZEdHDx1xsNJKeY8amYctnY5rzBIx9MT7ppbAGh+9rR7RP7OlgRgN5vm/u3a9dxXLfPqSI+d/H6xp1U4xXENs0wsJkwOLXMPt/ny05td5d8Y+s+tkyFhv14ZkZag8o/vF1lNIWZQigja0SUZPRWOU3xBFjmRvf72A+VQuNMzzGXXQCqJ+TYIeI2GzEEN40KGmdm7tw4YFBBoxEDLs3ML2+w9CWrlbB4p3yBJ+MRzvXMAy837b7WZSh4cjXU+PpsxFHR+j6WmMveDxIkFnKNT4dT/Ouzr2Fe9KjViAfVVSgiMiWX4A8pYovnqg1liYl1Dg9tAZf86Kf+FSyutKvkGKbehXcbKVa40g1WpsJc9nhQXmIwBQZToJRjwpCcj7MAykuhcVKuYrtMgZIlFkarrLRABtn5Get0ygCCzIGmkqmYSyivHOQ0PvyxDWa7rtaBC+3ZTOmvgRTAkVcxJRECccp+9PKfMgPBNPVLbR494EoTnSyU0InUI7LGbqp+zGQdUyWsOUjLi8JMMX3E6hNgdprU+NvNpRWc6aVtzGSP58MBynKZLMeXmYrU53nzXpGz005nbjaAKi3DfZJzcM0jlzXQ+9zCbSpogEPOJfzzfF9JJT9/jWgG1Kd+t7nsgm9j6v2mbnsTCPP/ed+FypbZOjFJ0STPAgUDJY23kXR90Ci9UfCJJBobv8GsHYqd7vwZlALlTYY4jyk7usiEO2Z4l954m8Z53+fey0lCSFa1mcg4tRztZ/v2Xs4w4KuIWxjb/KmJO8b5FcSuqbWcRZ5ilF9qnzu2d9MS4Ncx5qNRqFT6ACmFScrIGitwqRu8370FJQwWsvXAdXPb12VOT2WmV+wBRqxrBe1vpq709GBde3qoINUAHJBsxIATtcSJWmEuu/BaihG/dfFLGKzCh2tnI1d72cVMOS3yXPX43slHOPMlrQdTBH3vveLKgXOhcVoscVSt8ai5xKP6Eg/Kq3BDbRlzDiBY41FCnxIG53oWHogaAnPZofKDBGKzuM2fm+52+uzOlPhJdx+9LaCEwYla4a3yPCT/LWQb9jP482Yg0JoSnSnwR6u3Qr83cgjtpfaXHlTwc0fgmSQfdO7mqgvguPYgnR7SUlB1uSF+xiQr0c4tZR0pIY6DPccix/LTBGhJtlHLIZRTpjZWvnQzZy2DJIPtnxdGyQtplMKE4ytEJgEgbT9j07drPxmDCIG1LjGa6LtNx0nuLiSD4Z7I/JXawYOD6EqOk4mF0e0jLXiRM6NcjkHfFdIEeQ39TzNAXN4wxSJvm3rnrG3O3k7JIqb+pjTVfFDC//i2pyzW6Lio7/k5mGp73m4C2duYaC5x4Z9xFp+2ySVPJLOghFzer/F+EUHzLjkBDZprMeK4WKesvIizR/m9WU0wq3Em+TKOCAAAIABJREFUKeqqdzHQ22JKrrGtH3my/c7Z1z3Y5ylWPP8s/45vf3qb1z+fAUC86ZqGP6VxB5xvIcSuH+YtT7sMVu4E5sm+M/A89QO9TvOcA3opLCpF4M1graNWsjdFSIbSkE7rbCr8sHuMd4sXyf7yaVQ+/b9P+3qfyEcATgqDC9OEG76GgPQ3VQLUUhgciN5JEyCD5rkRQwDZl3qG784/g4bAL86/AAB0tgggs/Ea42O1DsdOsTIVLvUMC9U6pluM+Pb8aZhGzy2KJGzCMjdiDP3iJBcGP2ofovLVEInZaG3p5SBxIEDrBaBNjK6psDQ1Ph+O0YgB94qrkPBVCo2Pu+ghTeC4MyXea16EfqRoTYnWlEECMxUcPNP/gNNW18L1QyOHwHDRwzmU4pZjZL4QwTPXSnOgQoCAQAb5Q1feI5r0qxx8ElPlwIlErcZYNU7EioU8Yapm3srAZgENAMG9Y7QKoweKOXNM573c43dH1droGomDKNf2wcSBDA1ApLCBXeTBQTAtX8sxqXyXywNywM4LmeTHlAPJfBsEmrnX9zbAuY153dpXE9/z/fBrJV8+B9Lc2SOXcOxqx3UyiG2Dgnz/ISHPX7PUBl6hdHIQk1s0cmDGwCUHvznYi0m3euPzbay4++zmhbtuEi8j4+CgmTO6uxIWfxaJe/w5PNWWbYO41yLsLf+9wXEHnF9h7LrZvGwcFR0eVpd736g2ptP2BM/XtbnyD93RM3ql1HhUXwaQAbiHxZN+4SQHmaXZtqp/+4SxApXQaG2J1pZB6/zZeOwN/p0spBLOaq6HSh6IJTRKMYY/Z0s3OhAtByxki4VsGSMZ2RfAyxWExnfmXwR982AVHhSXoOS6wSq3HdX6fo+V/wgIAggPxMEU+Hw4grHS6bhNgVJqzGWP3oN6At5kfcejDAMAp+0ufbupba0pg3RlIddoxIDPhyO8W5+5PoVjrpxjgxsYfNyfBnnIXPY4LlaJLjoH65vskw2vTnbSBZcQx0IPmKsOc9XhULVoshmJqVkYeqBwkEHHzwcEc9kn3xF4q2UsdTwaZwXIi7Vw2Qi3tyMttTuXTo4R2GQ/WKDBGa0fykBbxzDSPgqmRU2dOczGfumYeaIeMbgBnMo4WFLJ+Zj6rcdp91JoLHWV6Os5iCaWOJcM5Izo1H5ysLON9dWQweoxWJltYZfDttkU/bakSF5tLwfA+bbpWHglzZyRnorrCAwu4ZjaJ193oVrcK5ZOGsTOLfXHYKIW3FUOZYnBnmUmSROfVeCymPw7imAbuQG+4/WcDHi2oJ59nnP7gOCcoZ5ab5N4uV4/vO3/ZLswPzMQncdrB5SzEPauciDFHXC+pbjtUfe2KcfOFE5HvOX7yYflBHjObxw3aTvpSUcrcVD0UMJiJnusdRkYC7oJHKgOl76S4ML7CJeeWc0ZZs1A2XV9AwBnZo5PhlN8Nh7jzMzxuDh3QNqq8AqkNyQC1EFiQF7EkPh4OMWfdA9xILvAQB96r2YNgYVqcVosMfc65cZ7GdNN/USt8O3qCwy2wG9d/BIuTYND1eLT9ggSFq0pPRM8pppCuIcXSSIudYPPerfOoer8Qz1NR5jSxa1MjXtqGcAasfG0/d9dft2/j9ZxXFZRCo1D1aGQBpe6wYPiyrHQvuLYx90pHvly4HzwQ8B4l0adlidQO5c9GjE6yYh3NuG2VrwiIbWtFDqRbdBnxIYS2+zYYTeAc4mUoweu8Tqg4y5YAiBpWnlVuoKBb0ok5Mu56zHqemlgFDTLHjxzPS6PdAbGJn3AGdzk3DMwRsVwuPYyTKUjsvT8PZcaLLxGPx/k517Am7ryyEDT9+QuQxIkLutx/Ze2QcGExDV+XLlXLpcdbPbf9OCKDx74MjyhkBjdqeOf2k8ORqeCM4W7XEjyPl3pKjjw8MRDwA2M5qqPx4NY/ChvLz+eKZCaaKunZviyQRvd3yg3Y/N4d822xnv8ywLRDdnHznvMdZKL60mkqf2/TNv3Xe+6QeJdvJ5xB5x/RnEduM2X2RVrXe3URE9tY5K9+xLgudUFDrwt3aJosTYVOlPgpHCJZKR17EwBBYvneh50xU5vPKWPi0BsG3imz+mmRIxtb526DnAezgSGe6twaWa4NE0oJMIdPkiyQeDtW/UT9Fbh6XgIwLG7g1Ue7MXEPg2n4SaPYykMlqYObHMlR5zpOY7kGoeF28bF2KCzBTpTBtkFsT30MCTm93l/gJWpcK+4in3uLebc+yqRJ7i2ukEKl1GsvA1gKTQelZc403NIOA3vr8w+8ZZ8Y8Jiz2WPkvkE0z5KofFpfxLK9vJzlldK423IrcAoSZOcQTizR7ppfm2EBDJe4VDYUAkxSGE8UCmlDgmB3DqOABWBa3J/SbWrm44UnO0lJpm+5w4YxFryct8UZG9G0hHeV/mx0vFxZj20Reqkz0rBi6GkiUsE9vjDmU/x0+CC+/Qm0/9WJKB16nveV50psNJVCvpY+/J1OLO6j46Z/8+TCvkyOaub90MOXK8D49sS0LaB6Dw5cFfbd4HevPAM3buMFRvMML9m+PEGLTPS1zA4yhJRwzGE6zlNgHOOMNtnAWi5m8Q2id7ksmEGhs1KsYEmteMmMod9wLPBfuW793HOyGOfgiqvRVi4yoG3+fcGx52rxi0HdxbYvdyXu3AGK6/d1wZ7hPSGCWxqwPg26QYcPHNFmrByOdTh1RVDsTgb5+h0gYOiw2gVtBX4SXcP35t9iK8XL/Cj4SEeF+f4ZDx17Iq/1ZAlGrUB/jNMHN9gFQYoLOQaz/Sh09xCorUSZ3qORg4J47U0rp0HssOlibIMCQfinulDHARQPOJSH+Lt8gytLbGyNd4qz9GIHgYS9+UVzvQcEMC9YomVqXA+HuBBcRlkCB92D2CswPurt/D46By/fvgTPB0WeD4c4MOLe/ja/AzGChwVrZNHeC0tuQoMRuHdmbPDu2S67cEqVyrXF7xo5IClqXGpGyxki9aWoGp+eX+1vtrh+TjHT/R9/NrsIzRiwDvVC7SmRC0H/Hj9EO/UZ4n8hAq5dNYB0UYO6PzyLglzcEwrnTe6LrHpluJmGlJQAgCVcElqrS0j+w2LS9O46fPg10yFOZxelqbWB0QNsLEi2NzR4CSZgkeclqdSwnyGJAdz9DuI7R7CMgoGkKmdmdMMx98SAMZi2yCR0GwfedEQki1QYp1jsofwO+QAebMyaQqeafBqrAiOMCmbmUo3cpDI9a4J0w25cX/JXSeICe90lTlgxNddYJx/lt97pmQiU1KQqW3yY+Dby0EyB/J5m+k93zY/xnB9YFPaMiUvCcdh0+uBA+DkGCb09qXQMMIPxNn+pgYTAJKZkTyvwC2bDWDY8tfFvmAwn73SE4NA7n5Bv+kpciV/HuZt2Jp8ymck+LkJ0pT0NXfiyMHyZnLk9LN+uwToDQDSP+dxxzi/gvhZXPgv64MMTEs3ku/F5o12ytOZR2cKrHUZbjxU5Y9KTf9e+x7OzAz31RUeqSvcU1dhO/kN8Lpj60yJJ+MRtJU4kY7h7q0K0ozeu0to6xhnbQXO9DzofA2iPENbiQPvuHGiVqiExpxJNQDH5B6pFq0p8WH/ACtTe+bSJeXNZY97xRVO1BKfDKc4Lla4Xy7xCzPHXisY3Cuu8LC6xLzosRydBvtibDb61iUfjljrMrDBlIxHFf0IWFFZcZoiJ/kBtY1e3Tl2D0ayozvXB9CQmPskw0b0+JWDT/BinG/0NZXoflBe4ulwiMEqfNYd48V44LbtZw9SpnFkTFj6XSXG4A7i2hX137x0OIFEbWUAf5RkxkEJT6QKel9EdwECOwSgSevMfZg5u873Q6wszWyQJISz/eQLTCw6OXhEljZqdzlTzDW9/DeVyzNyMJoslyfvJgnBrl/nqkchDa50HY41337OWPJ+oT/q1zymmFNjRbgm3SBFJkBzCohObY+D1Hy5bcBjCmhPzcJx/fMUY01BLHLu5JKz57k0hreHS1KmwD4PkkzRvqn/tyYYZnkBPGF06nXbujzofsPvxTxBkeI6WZ3bxzaWepNt3sY+T23jJsnk6Xo3Y4W3tWc/R479QfOrTrL8siHsncaZ4g44v6L4Wf0A8qmq6WWuv2HuK9vYxpS3usBoZdA5D1Y6KzdvyfViPMCZmaP3D+13izMcyC5hHDjQui4c2+Yu30b2UUsniMVMHSEW0lXAIvs20jZTBUJal9idp+MhOlPia9VzNHLAhW7w6XAS2qhgUHmNLuCcLbSVuKeu8EH7AJ90x7jUDQwkzvUc53oObSVGo7AcK3zRHeLHVw/wWXcMA4Gnw2F4MHWmYHZjsS8o8c+dL4OViUCIImiB/fE3IrWwKoVz2vij1WO8377lNd/Oum8h13hUXQAArnSzcR7OxzmMFXjWH244PSzkGgvVBqDOWVzHgqfJXMT2czanEb33qU51mDwZikAJBxGBjUd0E1EejHNmmgMdckSJjK4OwIim0+nYOlOEqXKulaY25G0GIsDmbab16TOu+Q3HK1INMGlVc5cRXkQnt6DM9fPUR9RP3NaMBggUN5k2npJWbGqGpwBCKv3YphnOgfy2hLd8aj6XLGwL6n8OavnxEFjOp//z7eZSiG3HQbGNAeeDAyexSmcH8gFWsg2x6ZJB+yaZBV8uZ5vz9ejaSgsqmcnE5OukFlNeydflQ+TtAfYHzzy2WdftknRcV4hkL+3yxPq79MyvM2C+i834SoCzEOJvCiH+QAhhhBDfz777L4QQ7wsh/kgI8ZfZ53/Ff/a+EOI/Z59/Swjxz4UQPxRC/C9CiMp/Xvv/3/fff/Nl9/Gy8TIjyF3rpIlDN/vx7QueVfIQz5iLa25SvVZodYnlWKE3BQY/FV55vWxrShzJFmd+Cv6b5ZOgZ53LDveKK++lnFqZTR2XhsTS1Ght6UG3AwNkL9dbFfSnldDBMYPfaGnKj5iD1pRoZI/BOteM08IVh2iEA4OHqsWhakFuHFRk5UrXeDIe+T40eLs6x/1yCdIvr0yF1pQ4G+Z43jlG91l7gLca58JxNdau9DYD+rUccahan8CXejUbKx0LTIl0sFh6JxEFE/TapM/mYJpKhN+vrjAwlp5iIVvMZY9D1Qa2mTOO5GXdmQKftCf4wfptNHLA5+MxAOBIrnGiVliZGoN1ul6yVCNA2tsCra0w2CL8AU63rTygpj7n52pqSp8/jPjUNvlFA5HBpUp71Iechc4rpG2TEHBAy7XHVHSGzh2BIHL3cNZ4Jvzx7fJt8Qc6B83cLYOOia63qeAgmpar5Yi56gNjzoEh76f8/21s7ZSvMA/nCV5uAGXex7yvOUCevF9l6+4D8vP95oMVSlqc2gcdUw6MOUudyz22bWdb2yb3KczG9caPlZd0pvPLrS65cw+3vuTv+WeblTr59ckHVWnuQWjPK6gLvRNY54MET7zw50WeV/HS7dgBoG+0nZcEza9VaRR7y39vcHxVjPPvA/jrAH6LfyiE+FUAfwvArwH4KwD+OyGEEkIoAP8tgL8K4FcB/Id+WQD4rwD8fWvtdwC8APB3/Od/B8ALa+0vAvj7frmX3ceXig2t2A5gzN9fB5S3beNGy+85Yt81nZp/VgiD5Vg59tlKLMcaL4Y5fn/9NSxthX+5/mZg+B4WF1CwWKgW36k+w+PyPLDPU+2g4BZaNNXvfJ2dfrk1JZa+ih+3TItJeTJZ12mN3WePy7Pgo0x2dQYSx2qNRrgkQfL8dYVdtLPAQ6zud6g6HKt1AFOdKTBYiXv1ClJYLMoOS11htAozNQTZBTGmvzB7kkyV1kyKQdO2nNXlfXSu50HvDLgHm3OkGIP2l/pjZWoGjp1fNfljz2Xvpvq9FMTpm50kpzcFOqPQmQLPx0OUQuOj/h6e6UMsTQ0pDFpbhDYRmOd6Ywrq48Eqr2susDI1DlWL4NIimJ2f4LMTm8wl6caBqN3tvDMIscoFY7D5wIIAId8eLUPtpyAW21iBQrrqkrl0hLPZtA36I0CdA1UqH56zxg78RltH7s6yKykr165yjTbvw7ziHL3mfxQu8TcduFApcArn+z3NrNPrPsmA1N9T26D3OUim9k5JRK7bHj8mSiZN+sqmg1yebDqX/YYWmtah9Ui/zpehcISDDQMnILLf+SCP8iN4oh/NRhCATiwP2bWQXzM0w5WDVn7/BKarnu4TL5M4uGu9qc931QPY9mzcJ6FwHwC9zZ9513a3PadvkjT5swiBO6kGj68kOdBa+28AQIiN8dRvAPhNa20H4E+EEO8D+Av+u/ettT/26/0mgN8QQvwbAP8ugP/IL/M/Afi7AP57v62/6z//3wD8N8Lt8Eb7APCH+xzTdaUz9wXPrzKmGLTwXTJ1RyxGzP4nhg4WyTA4346xAiMkCn+DuhxrzNSA5VjjtFzhX6+/gffXj/DnZx9gsAonaoULM8NgFT4YHuJxcYZvVE/w0+E+BiCwxnl/UZU8gs8ObA8BQMvC4NLM4v8wwfeZEgMrBiKNl1loK12hELVEa0s8Lp3P8T11hd9fv4evVc9wv7gKDM//234Lf+Hgx64MuHCVB423nDtULf5w9Q6WY43zwemZe13AQKDyD9qzfoZ75RJz2bv+0o3zcxUanZUB0MLGRBqqfRrYSjigQkmRtRxwPs6xUG1gg9xDVKAzZWSilca5nuO0WLr/WdIhADzXByiFxrmOpclLofHR8gRfP3yBReHYy4+7E0hhcVqsPEgtg6zkSjduelfAa7aHcB2S57aGCKW/qYph0GyHxEL3vvOVEGnMP+UkQcCj837bnG3m1+wUCOK/EQKAfGpbWhskDxwE8fW5/jlsz5rJ/TgAE6/rHOTSZyUDowRwSqGxKFo89w4wENvLE/PE4Oh0EUsaB5AuDAwrez2lF062m32nrYzXJw16ZOy/S90k6wfwaP3xipTVpfdA2s98fQoawNDn3EVi437HGOfJMt82JQxKqQETBx30OXm783Xz2QuapSGtN7XVQKEWY3I9b2zLREtNPihTIpaiL72Li5uViUmxkt0reLI0MDXbuB00UyIeJf+WqguzNhQaEpS0fJtB+47HxM430mPSGTvu2rXtut3GqqcyrI327Ame8+3t2n9c9g1Hkz9H8bppnN8F8FP2/0f+s22f3wdwZq0ds8+Tbfnvz/3yN93HZAgh/mMhxO8IIX6nfdElJT5fl9gt+2DVoLJp3ZvtY3MalyyTLvoZHlRLZ94Pp4091zNIWHwynAad8dfLZ+htAW0FftC9E5jfXDfKj0VD4PPhBACwsk7ry2+iR7LFfXWFuehcgp4wOJItjrxvMIFnN7J3zPKJWuFAdqiExola4YvhyLGv/oHwYpwHCQLt70F5iSfjAu+WL7xMxF2KV7rBlW7wyfoYvzj/AsYKHJctKuWq2gHAi26OZ+1BeKgT4AzuGt7mjspt8/4wVnqZQ0z06m0RNL3cTi5JLvPbI0aKmHXjQXpvCzwZF14uMQbNMk+WO21WkMKVWHeuDW46/sU4ZyDEXXuHvgAMgODAQSXBW1sGNxVy7+CsKB1HLaOjBD8Wfr5Ju+uYdR3Kv+dMH79u+ed0HXNJS+gjn+hYizH4FB8X64TZzLfFXwEEFplYWT6lzv/45zy47Z1m71tbYqHaDW0qkLrnpE46ZuOV3wNK5m3NteVTcouphDH6nNstdrZwsylsliTXJXP2mZ+fbWx13i7XT9NAaerzKW02j0KaAFRJKjRXcfZl2x9nn/lveer6GKyanDWYYlOpL/LkP5oxmlpnaiDGo5Sjm7mYAM0UYcCOeA/OcyfCspkF3lRMMsLYnmjHmeddmuebMNDXxT4yoG1E2S4Ge9szeaqNSpjXp+T2bVvRveF2dK8MOAsh/qkQ4vcn/n5j12oTn9mX+Py2t7X5hbX/g7X2+9ba7zen9WsHmnlM/VCnwEQe2/TOk2WEs+MfjUSlRlyMDtSe9w2cHdoMB0WH/+fq22htiQ/6h5AeeJBbRSlGLOQ6gDbXXolcb0eMpYRJmAUCtgvZ4kStcF9dxRt/EF44xrn0rhVuGlTiTB9ACoNG9ni3eoHfuvplHMkWgy1wWqyCl7MSBoMt8F75HD9cv4W57LwbhwO+j8oL1HLAO7Nz/GD5GKfVGu80ZzitVmjUiMonTQZJgWfjlmOdnC9qNzHsl7oJko0pK7UrHX2cqXiJsTKwxrTNuK7108AxSeyd8gUMZALW+bVyr1qhFE7ScDHOMFM9FAyOi3VoB61HQNpYGQrhBBYJadZ+cAXxD3JyDKH+2TYNLWGDrCTdVpoYRZ/za5a2RXKUMCXv9xMkIr4UOC3LyxAn++MJSCLKgBK99QTbR/uiY90WfHCx0nWwBqTj4uvmbgv5Kx3jNj0sZ6NzUEJgdaUr1rY4sOFAjs6dEgbH3ud9Sr4R+oNJWej65u/5/ul9DrDp3FJwbTOXx1ACXl7MpZCuOEvtzzuXCtVi3PlHAJoGcY0fnPK28mMN1TiZTpkcYUhelBcuCfpkf811pkgGKnnkAzTaT2xHWnyHfovpeUm1xHOWlD11Dq+LKWeKbW4Vu9w28gqD/G9b25NtbAWz18s3biM2nEUmfm938XrFK5NqWGv/vZdY7SMA77H/vwbgE/9+6vOnAE6EEIVnlfnytK2PhBAFgGMAz19iHzeK6yQbr0tsY2j29eqc8naemhK9GmoU0qBS7gFtrLOoq+WIf7X6Jo6LFVa29lPrJe6pKyxNjW9XX+Dj8RQf9g/CtvIbzFx2rhohdGCpnU7XAbgobWCVAhl7wqUeBODuqyvHgELjvrpCVY9obeks6zxYLsWIM32Ax8UZ5qLDXzr6Y3wynOJ79cf435d/Fr9Uf4ozPce5PsDzfu79cyU+Wp/ifGjQmyJ5+A1W4elwiMuhwbfmT7EyVXhwkWMDlREnL+Z7xZVjnAF0tgwSETq+wRSYqw4rb0Em/UPD0JS9lRjgqr3lJZcroTF4Rv75eOBYVriiJ/xBMloV/Ilrz3C/GA8ckFUdGjE4zTJiBb3OlMHtgxh1Cv4/gescGObggt7TMUIYKABS2lDBLrCG/hrh0/klK1ZSizGAPH6dU1DVR5KvzGUfCsEAm+xrApA9GAlT5gwAh8QtPjD0kol8toB08PnDlZITCbDyvuHtyFl73n95v059x89BcqzEEDNpEA0iAwtpJa50E4qu5NshycKuAb0UFtofjoIBhExkHbmGv7Q6AaYBzGf2etyCMMw6FPG6S1xNrmFn3fZkIo+R0kLa1BLRbQ8b/U3XLPfKpmPfkFv4PpNwMz7HxToZ9GnWjs2+pn604Zj4/XFXcjZFmRyzCLIjJ914NeBv6jrkXs/5shvXGf9N84GmMOE+tcsPeltcV8xkaiAy1d7XNV5jbvBnHq+bVOMfA/hb3hHjWwC+A+BfAPhtAN/xDhoVXHLfP7bWWgD/N4C/4df/2wD+EdvW3/bv/waA/8svf6N9vMxBcDub14WJ3keysf+2MvYqY3r4a6PclJ57uLkb0ugfHk/6BRQsPhuOcaKW0BC+5Kx3zDDlzmk2SmQj6zkF66sSWvRwD8booLCZZX0g+shyeqcMkg80csDj4gxPxgWWtkIpRjwoLqGECQVV6OEkYfBh/wCdrzD4SF3ij9u38XQ8xLfmz3A+zDBaiQf1FRalK6Hd6gLrscRqqPB5t4CCwbPuAF/0i+DdDAAvxgOUQUdpgt518Il3JO8g1pjWCyW15RiOJ2zD/w1BzhAlK4ArGHNfXaGRA75WvQigk5LjCqExWBkGiME6j1hML7v4dDjBi+EAT4cFVqbClY7VG1emCjKNfDYBQADXdIzUzhzY5q4A+XeN91Mm5k9DRkZQaqYxRTinPGhgM/hjpHYeqtYNDtj2t7G4xFJyZwPebv7ZJmser9kAcLLr+MV4EPtogpXnkQ8KchZyW5/m34dtsAF4fl/gy1M/cGadv/LkXS6/4Gwr305wHaGkRC+vaeQQ+ppLbrh9H2930jciTQQMEh05BEkDzdJwZjafAQp/fB3/XSOHSRtCCirYQ1IjAtnXgTdi5a/GOqzL+yz/4448U5En0pFPdf7HB7Wbkr0vBy+uY503ZkG2sdU7GNwpTTd/vUns0jNfB5rfCJbZ3vLfGxxfSXKgEOKvAfivATwE8H8IIX7XWvuXrbV/IIT4X+ES8kYA/4m1Vvt1/lMA/ycABeB/tNb+gd/cfwbgN4UQ/yWAfwXgH/jP/wGA/9kn/z2HA8J4yX18qdhWmeg2tpUn8u2KfCS9dTmkiYJ5kqB7H6sKAgjscx6jleh1gUqNGIPXbtyehsBD5aZvnaRgDiVM0BpLYaCZfzGtp2DR2wI/6t8CADwuzjwwcgC9suQfnDIozt3BohfEOFP7feENXw4ccDq+t4pzLKSr4HeiVtBwjOyJXAX2rxEDvjf7CVpb4NebD9HaEn9m9hGWpsYP1m87Oz6j8Gl75EsvC6yGCtoKnDZr1FLj0/YYUhh8sLyPy7HB9xY/BTl0nOt50Aqv6NxDQMI90M7HGaRwBUqI6dus2hc/D5/5hzoAn4jo2PQn4wIHskNrSrxXPcPz1dcDA0bMculBrLseDD7pTlAIjZka0A0F5rIPIISuD20llHRAmJKZOHuUJMB59qsUGgMQZgZqObhEwi1MoAPhUdtN5dIDE6riZ0DUUteeAe+8FSG1bTClB8epvj6WMb+AsRKtt97b/J144EGDlIlpcr6cYf0QrnkRE1gXsg0Jlfy3TJIY+g1s+51rGkROsJy5ty9pkkNYmXwft2ez7TugSnaOBOppHwTMpzTYBDp5+XlalrPoMaHSVVWkJD0uLwkMIixKr7kO+xOpPIIH7TPozTN2FtgEVnwrTk7jknHdsdnQlsEqQMITBI6hJUlGXkQlaJppkMBmD8L1E5IxI7NMwNnp8NMkOMmupfw4onVlrPDJ28CvBRpIa7gCUs4OUwBCQkEC1p0jd795+cir9e2qMLgST6jgAAAgAElEQVRrvV3LXpdIeOM27wDp/P6bt+su3pz4qlw1/iGAf7jlu78H4O9NfP5PAPyTic9/jOiKwT9vAfzN29jH6xBTzDX/bF8AvS94zvczBZ6T7WYAmjsYFD7ZaDAqWH3N1IDaOr9eYo4PVYsX4wGej4f4IR6jEZuFJShqOeC71WfQEHgyuiS+uRww+IdTfhMkfduBGNBDorIIrDQQk10UUhbmz9UfY+m9oltbYiHXTsoAhQqRPSNng4Vc47PxGL3XX3+zeYpP22O0Ov7U7tUrrMcS0grMix7nQ4PK63BHI/GkPcQX9REeVRdodY0rXWMue6dvlmPQd5dC41itcD46/fJK1wE4hWU886xt+lOnAclk0pzP/D9RKzwZjzBYhbWu3ANBuD7qEdlqfv7XusSj6hLS75+Xyyb21oHkIVnfXSvpgz3XQFNWPzywLJFOvytYB1iECRKVWowhMW3hqz/WYkRrSpTC2RYqPwjI3RBWXk9ORFJw02ByB22c3KWERullLwT4+bQ9wCQlEw9Kfuz8eKkf6P8ILIuN7SQDxT0fxpz1nQLPefDvqe+3STvy3y5fls8cBNkXnzXw55prt/PlOLDmwQdgtF/et1NyiqnlgThID8efgOgtfUw/KTp+um7ZgMVpm1X4HddyBN8cTzzdCpqzNhNwBdyMzqqv8HZ1Ho+B9cHUNZiDZpLCKBhUzNHE+d979to3mgbaUWJyMzA4dUy5FANIATS/x78KAL3tGPJ70tQgZFvcJFHxVUldXjZek8nz1yK+EuD88xwvo4G+idzjZTXWuyyndq1Dsc21QApXmauSI0YrMWrHtNID8Le7b+HfP/0DfKd+gi/GBWrpHBc+H45TkM4eYKXQjmEWQ0hqO5ItVh60UHIglzjQjTZUKhQ66ac8c9wxigY/Hh6gNSUeF+d4qFxVvQEKl3qGRdlCwt1IL8wM75QvvMuB013/YP0O/tz8p/izi4/xcXeCj1YnaHUZdN+jkbjoGzRqxGjIX9ig1wpP+kVITNKQ+N3L9/Ddg8/DNDFoSteWOC2XeDEcOFBnBI7V2jPSIkwtA0BrC3CP7JUp8Nwc4l5xhVKMrNCDcLIVU7lj8dPV5DIAADNvaUfnWgodAEApdND+EtghqUgOtuiVs7rh/Pj2SwBKDK6gCtKHJg0kqN2DKQIITlxFPGgnkEwgHvCWXzKytqRDpeub3EO44wm3yeMP0rnsgod2KXRgW3PQnD+kOaDhx5cPVIMvOfQG0Kdtl0IDE4NHHiSn4dtPWMypyMB1LrkAkEgiQqnojLkmy0Saecj13bQdslZz/bUJ2rnMJbDXbF/BmYZJK9y2GSuc9W9+fnKGOXcCySORVYhYuprAsxEG0nopCmxgmzme4iwz9e8UaOYDjDDjZx0gp/UvdcMSMvdzmOA5AcnxwkAJG/TE8bdA17aNOnF4/bgFNGwYcPNt5ceTx5Q+mWuZp7TKuwB0roGe2j7f7j5WdlP/Tx7LHizz6waU72J73AHnryA4O0xAd4oxfll99HXSkH1Y5/QhtY8MZFq6EcGzAjyrOlMDChHt0BZqjTNfQORErdCKEk/HBbRnAwMrlLE/rS1D0ZMLL6WAlWgJdIDK5TogQsBRCY1SGGjo8J0DpBYlNCoY9AJYGZd0p4VEa0vMZYcT2eLSVH45jR4KX+gFfrn+BPflGj8cHqIUI1a2xq8ffIhKaLxVnmOwCu9fPvT9KYMlWacLXPY15uWAmqzqFEIC1eBZnFqNAYQQI6atcky5VcE54lI3SZncwSosZIvWlsELWnpgaXxyIH9ABqAHiwPZ4UzPcez9mQ0EVrpCqdxU+pFoXTa/X7+UTO/JpuRJGkESAi7LyJmjoHWFAcj2DxF0Sr8Nl+gYE5voes69oKkPiPWmIBBNSXjBE5cAnkjLVPPgVnXkS0yyFykslHVto2THnJHiYEyy/0mPb5AynfQ4VXAJtLEoT3p/2LANm/qNc+CVved9SKB/KoEvTzjLk4n5LAP1Ex1flBOUG4MnusZ4MY9tMcU0h/tVNh0eJEVsEEkDMyc0mta58v+vK9KSfx4ANGef/fXLBxHbErET2znYDaC1oTlnko0SGtonTa51icEu8KC8vBY0Sz9IJwkGscoJa2sdeIY10FYwAGxRYQwzUXHZuP3cS3qf2DcRcIqB3hc859vn2wS+nITjTUsA3BoWgLmjnCnugPMtBP9ZceB4XUxVGsqB9JcJDszz4JrKfdrJt9HqAo+aK1yNVcbWMF1cALvu89FKwLh+makBa10BqsdMDXgyHuG95gy/Wn8MBYvP9BHO9dwDCRWnaP00/X115aoDWld2+vPhBKZwpbV7qzAgFvOAiExr4qxhBRZiQOf109o/7Ok9TXsvZOvYPbiqdhU03lErfAJgLgc8Gw+wMrUvsuLYmPvSFTBZ2gpneo5LPcOlbnBUtei1YzPfnZ/jJ1ensFaglAaDdkCuksB6LHHhbemcLlLiRT/HvXKJzhT4vFvglw8+x5WucVq6ff1kfQ/fnj/BsWeIgai7JAaUXCC4VdzKVDjXM5wWyyCb0SYy8w+LC7zfvYXTYokr3eC0XCZ9dFyskocWFVhpxIhL3TidqPdipgcytxVz5yO6CAR9uRwAQwyrT1y07nx2vv3kOELaUS4HycuNk2Y2aLpNAXI0oIRBaTOHGIigeSbwvDIVlDCoxYhL20S/YtKvIgJ8zmxSf08lH9Hn25K18oRFmhkgOUi8ful36AZVfD1qW+4uQzkBxIrSQCQsn0gTwK5JNpiYkGoEuQei40ctot5bwkJn26fzw5n9UIwFNiS80jFyhxHaV+wjkQD8SZYwMO06WW8znyIyqjympBp50RXOPjtm2MIwpn5bwZqwDwaepyJh/xO9s7tnUTueDovAJB8X66Dx504SCcvNQHN4FlkT8k4U0nLtdIz0e3KFcBzb7Pzyqc8ywJ99vg2k5gB3UoKxRb4xtd7GuhPL5m3bFnk+ybbYBZjfCLb5DjeHuAPOtxRT2ev7gOdXGRyY34Q1vi5Go3BSrNBpZ4cG5LovBkAI9HrwXAiDtS5d1bxhhsuxwV89eoon+gAP1RKDlWhNlWpfIdwUrGcQn2lX4vm+usIPu8cYrMKT8Sis4yoCOrBl/A08ERBaCS0sBkgvB3Cg7NLbwAEOlMyFQWsVjHDA6LPxGO/W54HpLGHww+4x/tL8j3FpGvxu/w0cyTV6tcIzfRBuwE99SepH9SVqOeJpf4gn7SHWY4lZMXhGTMBaERxHPl0d4/Cox4HqYHSNQhAjXKAUBr9z9nU8bK4wVz0GFDgu1wEgAkjALSgx0A8gwnlicoN3yhc4087BoxQaS1PjRK7Q2hLfn/8JPugf4Fi5/wG4pEqBBGSRPIFiodrgO70yFRrvXHLgvbDpmiwBGCHDQ1d5PpVA6WAVKmn8AznukyeNEotN7hc54OXJZdLPLlCFQX7OjRBhn5SsRQDEOSVEyznqb5KL5LKNwOAGdlMEYErBZSk8OKCZiign0vGaRpoIS8tNSTpCK5lcg1xpyBqynXg8LGSLcz3f0BnzPqHzQUEJuWQvqIQJmn3u8RykJkDQoPNkP83O4VRiae7zbq4BplPkweb5Sft/H3eLbRULaUBVYvP8JYmL+bWwg7XMdenRos5vy+ueuc812V2m8qBN0Lxx3CIHlGYDPJdixIHfbnQfSjXnu9wycvC5kauSndOcRc7B866YAt+0D2CahZ6KfeQv20DzdYD5tSmAchdJ3AHnVxg3YZ95vAoLu9ty9iAv4c4Ungl0oDx/COXsc5BuQKCWGoeqgxIWJ8UqMGSXpsJgC+eZDKcBfKs8x8rUWJkKtRxwT13huT7ET4d7uDRNYKY1BP6ke4TTYokTtYw3JDFCIjJBlHDYCI3WKjRettHCM5a+olEjB5yZBv9s+R38Owc/RG8U7qkr/GQ8xePiHHPpAO+fn32Apa3wXnGBRgxY2gpPxiOc6TkeFhf4sH+Ila7wbx98gN+++hZ+dPUA3zv+GE/aQ8yKAUJYSM+kGgj02oG0RdmG/tM+wbIzBUarMFiJ5VBjNVY4KR179Ki89OfZJcYtVAsFi0Z2geWtRbR2o4c2OQe0psR9dYXWlni3fIG56DyL5R4s9wrnb700dejLlamcH7GXY2gIPCwusTR1KBQz9/7XFL0tXOltOQT2ygHEwbP8jLmF2QQxXivZiAFtSNoskn3wJDMNlojmp/e5XZexIljJEbhu5ABlo5sDJRjSNd/IIfQbAMbauva5SopMbwz/cBWpNChhxyYekFMSgSR8X5RCo0UZGVQPJjhozn+f0dpuCDM3BP4dY99B2ni90LE0ckBrh2SwxCUY4Xg8wNHWOeW4WYjBDZB8f5VydEmcmayEQLGhQS22eUdH5wx+jFPMI59x2lejmuuZN0D0FpZyCjxHkBl1yXzAlMjn9mSh6X3uZ54kJXrJRCnTBMNzPcOD4irZLq9MyCUYPOg6CW3PLttGxoRuPkOw7RiuZWn3AML7gOddjPLWfU/1LTYHbbvWfVmW+XWUc9wlB8a4mb3CXbxUTHmlvq6RGO4n02rxoXO/Xm69IfIkHL49Ov7KV4VbmwoHqsPKVLg0TXhoz6UrkU03vkvT4Bfrz3Cs1lhpV+56sAorXeOT/tT5AVuJwVfOItANxGlX/pAnFq/1bKWEdayyFUGzrCGwMk4//RcP/giDVe6hD4lvls9xIEa0HuhTkY9LU2Lhpz/P9Pz/Z+/NYixL0vOwLyLOdu/Nm2tlVXVXV3dN93SzZ4azkcPhiJQhm6ZMyZZBGHoSIMvwg/1iGDbgJ/vRgADDMAQ/C7CebEMgYIGgBRG2KNIUxzSH1HCbGU7P9HRPd3VXdVVlVS53PVtE+CHijxPn3HPukpVZXTWTP5DIzHvPEmeNL774/u/HsRyg0AFSHWAuI/QtgKXKbw8nQzDLejLm+enav0sLRuYqwlyGyFXgebtyDKMUhRK4N9/F3fm+q7Y3UxF2ghliXiVOGscRc67960MSijPZw66YIeE5hnxegWYY0Jxr4UDuoGbXV7jzTK4Fp7LvQK3RApc1FjphuaukZoBdgKmVuhDYHvLUlC+37G7ISnAYr+3Eem8DpnJZn2dGTuMl4hGj5rt6kJ5bgbmS0gRuCmV8cwtVVbuLWYm+yIxjBjcV4bbs/8373WfvBEyZcT8J0z1D0O58NB00/GeHAHObrtZ/Phe/X/Qq9/ftwLLXDtJrV/dIXH8H2O30eeYqeQ55Wtu2s26z2ug+z7ElUoS8dNdwLBOXJyCgnWQo8cqpk9yGgs4rtcHp8kXmWP42Bt//XWnP1cK7qc2X2P+87Zy7dZvnl9Wr1TW3QZ/5AxS6B/zj4N52mgC5+VnzGvi+4ASSzSyJ5y3NpPfdYtlsV1ER1SCsavfiPVUNHkn+Fbi/V56zNfvD8yTWLUuEXNSLq9rv5rJt17r5ffNnWTuXlhdfco2v4vmJK+D8jOOiwfPTbq/Zwa6SasRcIuIl5jJaumwreGbagVfal4DCvzz7WbyXX3fTxds8xeeTe+iLDBOZ4PvpLcxUhEwHuJsfWABdZez7ZauPyy37nQHSUx25qXefhSCHjcwyuPS/+Y4jh0CqQydNEEzhUIzwQbGPdwuT5PdecR0D2/mYZEPDWM7sFOXN4BRDnuKvb/8QhQ4goLAdzfEg20EcGNsnkmAIriC4glQcmQxwGE+QqQCTMnKDFlNWl9kOVmMvniGVAXqicB3wtWBiJQNVSWtyzNgXUwcwHxdbzg/5ejhy58UHrKYTZLXvqOPNVIgz2bfHXgFZKoN+ICZIVWhkM6hAYsIL7IqpA8kJK6wumcqkG0cQsigkZpp+BNPueOj+I6eJ2M4C+BX8CJT5wIEKW1BiJGcafZGjL3J3r2Q6wEQm5r5ToStmYcpyG+tEYnQFtE1Sld69bhM4UZ+qLzy/Z3PuyhobbJ6B9o6zzbmGM+0kJX748pO2qfCQSUQecJLgHvNcgT/jx124mQCacdgRcwx56kqdc6Yw5Cm2RIqhmGNgBzQEtumeoX3Qduk7An1+cmDteDxQ7hfEabL29Bz72m1fO94Eyc3ocs3wP18FbOra3UV9tM+M1wCz/d8H+usAqbbEQR9AUxnw2M6U0HddANdsw2ib/WUcY+7tk4ov1drTAbSfJtYBz+us17W+D56XAdvzxjpg+bkHzFpf7M+KYIzdZoz9HmPs+4yx7zHG/ivvu/+SMfYD+/n/6H3+3zLGfmS/+7VLOhNXUo1PI55W/7ysGti6SYldco1lOmdBOuXmvhuL+57PABamUqdlhGGYYiJj3E5OEHPD2v7O5At4K/kEqTJygV/sv4d3spdxL9+rbd/XRVIbKDnmTPYQ8wLbtuw2UNrEHAP8KCIo5I0XPoE3zhQi2KlIBlftTjCNW8EpnsgBbosM79p9D1juwPdMx25772Qv4+34E/zO+At4mG3jS1sf48PZPnbDuQPOXEgUUiAJcpxkfURcYj+ZWlCk0BMKuQowDDILrOrFLUolMCpNOW5KlptYZ40dMcWZHODMapcjrlzhluvRCAkrMbTnKdUhChXgZnCKmZVaGM1xJZsw8gSjMSegKsHQZ4XzcT0Mxk5iMRRzV1Rln09wqvp4O3qIP01fdcD5VPaxK2aYqggD73LkWoDSvXwdJWktfaZLQCGzCZDm/qtKUpMsJOYFUhU67WxfZKbEezB11xcAdoJZbTszFWFLpG6mghLX6BwnrMRQzKt9QrnEKFOivC4PaDKe1ZR+pWkmaQ1NnfvWeE2tKfkBJ7xAbu/fhBErbga3bSCJErj8ohtu+zZ8hxFK3lSaI9OV5zSH8gCqRmRnB8iujENjS6TuXPgylpmMKxmNjaZX80zG6IvMuY1Quwz7XElLai4aLtlNN34vgthVsQwwtwEhx9SyaiqfrrOZTZIL14SSSGve2zW5xWIS94L0pkZUVHaa5hi846XlNMfjwrhtVOs1ZBqo7tmImHH7vUKlO2/DpiRJSVDYmb0KmJJ0xj+Ormjqz4ElNnFYdM2g9drWWSW3WHZ9u2ITwP3cA+VPP0oA/43W+k8ZY0MA32aM/UsANwD8OoAvaa0zxth1AGCMfR6m0N0XALwM4HcYY29RgbuLjCvg/CnFpvrndZnltiIBFx1+R+63ra3aIEXApfsuFAVKJRBwiZOib102TOnoa8EYZ7KP64GxT5rY5LJm8gwlDDanzaC5YbZq05Clkw0ABjQDNNWoULgkrrIG0ggokEzB2N+VuBmMIQH8ODvEV+KPMdUR9tkMHBr7YoKPcIAdMTeAUEfIVIBXkhNwpnAzGaPUAi/1R5gUBmTzQCMRJXYiMwW+E6X2HBtgHPESpTLT1BEvUWiOiBt3k4BLjPIe+jxzwF/aae/UlgpPdQgOjlSF4NwAXq6VZXs1yLLvIDhFoQPcK/bwSbGLvzZ4tybJIWaVBlaVA0KJbZFihAQzZfTVp3KAbT5HyErMbKLhLp/h3fw6OBTGVh5iwLXAwNrV+fsCgKkyjLufTMWhELEK0BcI3PFLMFf8hJhmkvIIplwRFB9MUBIi6cN9uzllE9r8RCpiBJ0LiWX1ASDVESJmKkXWrPVs+ACWyqb7zgsEmM2+dO23X3SiKWmgiFhpS9BzKLVo8wfUmWvjhd6eHAX4xS7o3VJ9R3KLyhKQOTsyAsh0HhNWIrX3Z6ECFAhqM0XmWura7+Yx+mCxLbGvdgwN0EyxLmhepmdeBo4W9LZMuXMIVC4xvu7ZtKvSeRNb7he/6Sposyx5tBWc6srlhWz6qnPJbK6FkXfRNmqzJh4AphwDweqWjZQM29x3k/1dBZppmc5rzNaznKN9t+UW0Hb8WJpQ+pRM9IsMlp+1xllr/QmAT+zfY8bY9wHcAvCfAfgftNaZ/e6RXeXXAfxT+/mPbdXorwP4/y66bVdSjQuKpn5uo3U9fZrfeZxXG91kcJ4mutZvY6XbNNEArGexrn1G3s5zFWEiYwdOHpdDpCrEo3IIzpQrNd32cqNkLt8xATCJL1MVGxaV/Hq9TiS2U+rkjJEwiaH1PvZlBVVbK50fZxr7vIQC8FJ4ineLQ9wr9m1iI8c3Jz+DsUwscA2dLV6hBU7KAT6Y7uM47+NaPMG0jLAVZkiEmbJOggLjIvbkBSZB6qzo2WNkKJVAzA2ICGw1r+1o7qbAq+vDHeueeIl3Y9WD0gwDnjmtMWA667Ey520o5oh5gXvFHgS0lUgYpilkJfo8Q8ikAb5WjwyYSoOPyyFCZiwDQyuvIJbpQExxICa4FZ4YrbSVLviDGnd9LfinbRPIJK9jAmRGPmKm8WMCvNYjOuaF0cNaANxmz1bTfHtaZepcaZvELidWWuHb3JlENiPRUZo55rfSh2r3U5cCVGCKlqd2CCgnpfBBV1sQezyw18UP/5iq/dbZ5VXyBQr/WGjbsWXzF/dbadsFzGDNaNJzl1zp2gPtZAT00xdmRsKXBJDsxAxa6uXZzXEtsvrN8uP03mrTNy9onVum0Be0tI33Wvsyde2zaWNdOuK3uynh8I9xWdB6/vq+hropA3FFVex1dYPDZvuhW8EkPZsk1WnKk4ilpjivH/KyfnUTINrUv1/ENlfu07uHNt3uuhrwZxL6En42CMbYHQBfBfAtAG8B+LcYY99ijP0+Y+wX7GK3AHzkrfax/ezC44pxvuBYNkJuXb7lDnrekwgVGDKrraX/fcDvM8+mAAZ3fwN1Jo3AIAAEXOGk6MNYJsWGqRRT40Fqba+cNytb7Jzcb81xVvZRCGGS3nSBHNIml0mcqRhTHeGAz5BpazWGKpkwYRIpYMpyMyAC6UULHMkBgCkA4M34AT4qDjCwiX+A6eCvhWM8KkwZ8BmP8XbvE9zND4z9lmY4Sfu4mYzQCwocZ31shcYCDBo47E0cIzWXIaRmptKgx+gNRI6QKZQwy8W8XqYZugJMITN+11SpjX6HdvaKbLyoc0x1aMAzT6Gs7tUHtVMV4wvxfZyqnutoj+WW9bFW+Fr/x3hQ7riEsyGf41G5XQM9U5U4qQZtk2YofH0yhb//yn7NyksgHDCHBsCM1noGOPlKgcCxYFSUI+YFpKwcQSi5kmQBxCinOkTI8xow9JlCv201J5k2iQUAMGOp19wOrV9jpzWvgedmwZCuID1y6AGbrlfKskQrmo7399mUHSxsz/vegVSqGsdg+ECmjEc3zfTwqsInJV9SEi1nynmD0zLEzNK7VnqDIvpdsytkFQe5inFe1wWhCZabBay6Sj03pRvmWBt+z3T80K3sc9NreqGdHthuBZ3a+En7T5rv22z2wVdKFWimRaFqq98u7t3fys7k0e+uaD4T/jH5jjAuH2WDvra+n+VuHeuy0F1uHU+rwf4piWuMsX/j/f+Ptdb/uLkQY2wLwP8B4L/WWo8YYwGAPQDfAPALAH6DMfY6FkSjAC7JffoKOF9CbAqeP404b2luwIDjnigM4OSmdHVuHR+aAJrs53wQYZJe6vdzYJchMH4negwAxlvY+vMugGdUiUW0XddGr8OfqtixuqllGskRItUBEpQowGsdjbNc0pRsxJFA4UG5i0MxxS4vkWqjmxVM4YP8mmtzpkJXie5esYf354e1Y6WBRSIKDOMM4zI2BWIAB5ADppApgVIJnKY9bIcpcus7nKkASjOUNpkstrZe18IxJjKB0hxjlQChOT8H3NhOjQALtA0gPBSjmna3suwz3tCAAbW7onS63QfFLr6b3kbMC7wRPcKhGEPxmTu2R7IPDoWP8318uXcXIZN4I3qIXZ7iVBkmPoREqiMkPMeumOIH6ctWR8wwsADJ6Ce1q3jYBgCGPHXMcWrPHwFNqpaoNHfsJWD8ogFUjg5MoW9Za9dheyCZ9hGxsvIT9nSlJI/xw2dkFyqxQS3Ip4jxawMUtRLDLVPTVZl07vTcBFK71j0Po1Zbv6WdzYQ4c79U1ecc6HcDDgkuKrkFPUc080QgutDClPoGQ+gAZ6XTNWXAG+XVUQdGFSO92IeuC5Tr63T3xW0Ael3phjt3qHtrE3imc9UFtjZhp6ktNIvWbH8XuPVlSWBmJojY1LAxWKCBV64FBCj3QLrftbagcf+cYzJ8lf74aWKdZ+aFZpRXBAPA1kjo2zAea62/tnS/jIUwoPl/01r/M/vxxwD+mdZaA/hjxpgCcM1+fttb/RUA9y+60cAVcL60WKXBe5axafLguoVQlGa2iIQBr3MZYjeaI5OB20bgXs7VS7kJdMmNgDSz4zLBNydv4e9s/znu4gCAnfKy+22XUiwmwGTKAKeb4X3XCQpoFGBIWOmSA3NwSF19NlOhA8sAsM0yp8+8HT5BoTlCVNP9uQ6ci0TIJD7Jd9z5u5ft4Sjfwqu9E0xkjFGWYDeZ46zoYSdMXWnth/MhdqM5ZmWIUpgkwEGQA1ziZ3Yfmc6tjOwAo+EkkvfxWu+xTeAywHgmY5CNG2DY2V0xrbGpgAGSlBwnNXNAkI5Nao4negtncgAJhpNygFvRCXbFFLkWmFodNQHDAzHBO+XL+Gz8EBwK2yxDyM398X+efhVf6N/DWPZwGIwAZcDztWCET4o9vBY9dprmAbNT9VA10OxLLJrT+P5UMwF/ySoLQt9hwrhZmHuUWHlymuBQzlZLgmNo5UK1+06jBqR9uUUzmZF0yXQ+axZeug6am51vk+FbqNZmg/ZD25WauXWdLrVj2z6488Fis8raRiCTNcCQB56buvnQDmBMdcustk7loFKdX3f+bGEPem8AqOnR/VkOkr/42+5se0t0geUukOcTE032uZk4CKBeXETX2eear/MKcNbJMtsghh6AmxXymebmsrQ/303Dv1e4/b/rHEpvNgsMkHZtv9Jl1/3stkH7W0JInQc0N5MN1/GM3mTbq2YGrmJ5MMYYgP8FwPe11v/I++o3AfwKgP+HMfYWgAjAYwC/BeB/Z4z9I5jkwDcB/PFltO0KOF9yNIAnQXYAACAASURBVHWnn0Y0k2+asYohX+YCorRJnkpliEGQI2ASkttldcXuAdW0dqVF1I5ti3npSiUrwfDV/ocAgIH1H6ZMfj9q04INRsZ/AR6V27gdPnHWcomb/vYSW5jCkBeQKsRYRxiwHLAAaorQJTdRIp2EAaMzZQBqoQXezW+649oSmalomA+RqwBzGUJphu04xWnaw240BzjANUfES8eIR8Iw77MywihPcC2ZogAQQrkEy9Iy7jMZYTeaIWRG80luDABwLRx7yYIcuQ7QR+ZAxpHchqniZxjeVIdOm0tOCxUYNCzTuNxCbI+VGFsAOFXGlu6WOLPJk2d4IzyyTJmR6oRMYS4j/Dg7xKvRE6fJNs4OAXbEDCPVw0xFGPLU7X/g3D2oDLqd8tUcOSqg4MCuZi5Bz0w3SygPzJIFmtIMESuRI7BsWWWb5wM7s3/m9JzSAz8+g+sD44TlC2CCOnZzrwQeGOgGzXRM/nf+sv60Py1PYE2hXo66LboA86pl/c/88NnW5nduit4CatKsU4RMAh5DX9suFEJPjuSfixyBAZrM3LexJ/Vpumn4664bbYC5rX0UPohuzuq1AeimBKa5XZ99pmMy+2nOWqwGaD5oJnkLgWbh3Ydt71kfXNO97QauqrqWC/cTg3t+oTk4eG1fFxG0z1Wgd5Urx0WCZv/3T0xc3CVbN34ZwH8M4DuMsT+3n/13AP4JgH/CGPsugBzAf2LZ5+8xxn4DwF/BOHL8F5fhqAFcAecLCQa9Fkt70SDaf6EuA79dDhs1VuQpwPN+NLMAOnAgWGkOIQpMygg9UdTaWS8IYJanl3CmAlNGWgvcLfcdSGtOQy7LJgdQTeOCYapM4RRiWQFYkF4gtf7OIWmx7fZzUBKaSQgT0Hgit3ArOEWfl5hphoQVeDk8QcJzU5ilFLif7SLgBoSNVYJXkhPcz3YwKnsIucSN3hhScRxnfezHMxRKYBBkSGXoQHPAFPpBjlkZAQBGeQ83eiNAGaCV2/O8basL+oVRyOkhYaZqV8ILjGUPAspOh2vcDE5xExoPyh2nYQ4Nr4eZihemTU9lHzMZW2mCYXenKsZhMDKOGCxHbrXi0MCbkUlylprhVCU44HMUmuPvH/wh/mj+Bv5o9Aa+Mrzr2EUJjofFDh7m2/jC4J5xL4E5htx6cvtaYolqutgvchOy0iqeDWucMHNdZjpxgJjAfo7AAU8OZUFziVSFxloPIUJU+8xbCv4Ij8k0ziXKSZcIjPjMPbW96YzRxX76QJVb0Enb8kExHQMBmjb5SFds4hKwrnShlZ214Nbo0DliVg1gamCzsY+uMtA1yzSrG/ffDa1JeDRgX/M4Fr5fh5luAOC2iq1dGvJ1tM/m8w5N8ZqDAvILV9DuPg3tO85PpmzO7Ln9eINEP+mNBmuAeX+SRWXNucPyzcREr9PmLlbfly355di7BkfrAONNWOefOGC8Ii5BqrE0tNbfRLtuGQD+fsc6/xDAP7y0Rtn49HUEP0HRVWWqfdnzD9/8bOtN3Dw2STpsO46u9ecyRMxL7IZzN3XaEzl6PMdWYBjNmJe1dvoZ+kozTMqqqIkpmz0D+X/6llau+hV0548f1Ank1uWiAlkGpBILDRj9M8k3IkhX1IKKm9wMzgAACdPoM41DMceBmBhLL81xUg4q+QmXuJftYSJjHEYTDALDXH4y28bLgzNM8tgyy6ZjSUSBUZ4gYMrpnQFjOdcc1OxHM3e+96MZBkGGh8W2KYGNqsPLtXDuFZTEE7ISR+U27pXGG/t7s1vunDnvXb+zt59ltqAM90Cqb9EmmMKx7Fs3jIodIxnIVIfIIXAneoyPprs4K/vGhcKe75Oyj1GR4HvTW85b+oncwlG5veC40RbNaXkA1vFAucqC5IJBrLBf7Uww41VLiZ6GjdM1BjfVkQOlNM3t799sywBlYqhXAdNlkgHneest05akZFxDKl0pbbcJINocIJ4mmttbBSzpeIxlXuneAaT9pnuPZFsknYlY6WRH7vm3+6ZBSGh16rEdNDbXJ8bUAW63vl56XtZ1HGlbp+18Nc9H9Z0n7fFAf5u/djP5r6sPaLbDt+ejvAYCzeScQ9abtXc1W9TW+212M4lYvFebrhpPo7NvC39w6Zhn+4z7P+vGuuB6FWj27zW/qMqyn+a6lSDvKp63uGKcP8VY0Bw25Ag+WHpaz0u3zBLmeHF7iyx6G3hWmmNUJoh5iXFpwN9uOEPAFSIYD2JqG7GxzQ6h0AJZGaIncpdkl+oQr4bHeM+W2aZYljhSt57irojFqezjIJgghwHnu8xUqKPqdgkrMdWmhLY/pRfCWNaRNdyhULhfhtjhBT4qjXMGdID380N8f3wTO2GKnshB5W6VZhiVCUpdOYfMpQGToyLBvAyxF80RCYlcBciVQMAVSmXANCVVHqVbOEwm7hqY5EyFvWCGUg1xXAwwFKkDIrY0BQptPI5TFWLIU5doNJI9bPM53u7dr3TDoGIWHDmCWkJnzKpZAarM+H5+HWPZw46Y4tXwuAYkzfULsM1Ty+pXUoWtMMNJ2TcJidExJjLBuEgwCDIMRIa7+TXMZISvDD40nsSaO3u/XAdIWA7hT2FbQFBoUYEKC3qJBfaD2k/3nm/Lx61sg7Yl3DRwxc41l6UiEBLCgnPmGOo2XSvFKp1tqx9tE5iwSp7hL9Mlo/DPzXljmXyhDTBKOz0PoNLvAo6BFqxqN0WXg0VTFkG+3gLcsfnN9Ze1m7bZtARsi653cLeX9KKEY5n7Rpv2uen7XH22XBfc9nnzvUmzJWPZw4BnbgYoYtUMS82tCJVMww9jCVoBVAKfRFTQc8oX7t2LnUXv8nAGsJGrTOtyawDlTT5/2mWfeZzDQu4nOa6A8yWEz9itk2RXrdecptz8QVpHDtK0jAOsLtHTCVfbWzdRkGNcJhbUGanFnjBuCw4c19pZ6ZtDJrETzJGqEEf50L1Abgan6PMMb0SPnKwg10bT2AWejW5WeH+bgih382v4pDAs62fiR3gvv2G8jG3Vu1CX2GZZLYOdWExlWdQdXuBUMaQ6ANcah2KK1JYhvhGc4bX+Ma6FJknw+5ObuN07wa3YHEOqQ3x/+hISUeAk7aMXFOgHObbD1Omf6b4plUl6CnjFyg/DDORGQvZ/yg4KBkEGAYVrwRiCKYxUDwnLMZa9GjPqDz52xRQzFSNVIWb2ehSWoSZGNkVU0zPPVOQ0pKTtDlmJx+U2bgZn4Mxk0CeswFj2scvnSO2gZ6wS427CCvzta9/FD9Ob2A+mSHiB78z2EYsSr8QnCLmZMt4Lpvhh+hKuBWNXtASAZQ9pKruqEFfrAFlpAXUFQHLLrpHOlq6v1MYfW9jiI4Ipl+QpmALV4DPSj8Weg+Qh0pMJSDuL0ZRadCXYESBvgllffuH/9vft72cZWG7GecDzgiSjCyw0j9FbTXi7pMHIutvu3C7jEKj7VW+qoV2UiGwAeFoIkGXbrw0k0KIJ9yQ5labdS5KDXCQ0PHmH/3/VJlbd+1amsR8Yr/WDwLyzjO99UCMPzP7qWniauXLbBq9JmSImkdv3BlpA86pY5v3cJIeaz0QXeG4m2QI20VEvDgTWAdPPNci9ikuPK+B8ydF8oT3bfS/XPXcxz00AvWogQKCPQ+NGPEKmAsS88p9VzGZxQzoGxU3Tsnpp5K9ufYhUh85KLBUhbooRhlGKj8p9nMp+TV6xKsjXWdmCGgDwcX6AQgs80tuIeYHb4bGTB0gwRF4nHDKFqQ4QQWGsA4RQ6PMCheZIdYCx6uFBuYOEFbgVnyBkEp+JH2EoUjwutvB6/AipCvF7Z2/j/fE1DK0uudQcR/Mt9IICAVcImESpTEVAOsel4o59HqsYB3EJaS37SB6TqQCvxscYywSPy6E5Bs2xH0ywI6b43uwWvrH1I0RMuPMWMolc0eCifn9OVYyQSYzlFnbFrCb/oGI0SnOEvKo4d1wO8KDcwc3gzHRQ3Nj9PZJbOBBTfDu9gzvhESIrKaDKfDE3g5adYI5CGX34zw4+di4XHBoSHGOZYCjSGtAj54gIcMwVyVHM9a6YRAOMPR2n7SxJH1ttk0EADQDm2ZrZgZjfsTaT8Lqmen2mbkG77NoqFsGuttaNus6k0nL+bIH/edX+draRlqVz2mRC/e/XSZBbBoy6gKV//tcCymgwfx673FWSum2/55XJNS3uOks/rwDSXTropoVdm4c2ULHQ7fuus/N+EqoPnjkYjsstJKFx1Uh4gSfllssBaM5aUFKrSUA1SX5AXddMALktH4DOGQA7uF59DeqVRNvJEgW+8Hy2Jb367fSlJ23LNuUkzUFEV9RmDFreFf62X7zQwDPWOD/PcQWcn1Gcl4V++v2uB55bGa+WdVvlG96xEWjmxIxaQC2gkHnT4wSaXWVET3f3cX6A/WDi7Lf+YvYavtz/EIdiBAB4pLchG89wk9VwhRLoM10pxsYyscdsfGOPym3cCR8j1QFSHWJfzJxOt7AyAcE0cruNkY4RQWKsTKnrw2AEqTnenx8iUwH+7v6/wX22h71wilSFeCK38Nn+I3w42YfSHIxpZIVJ8JOKI5MBpOIorDzDgeUiwWEyQelN80bcaENfjs/cyzlVIfoic5rimYrQ1yH2+QRv9+6785HA+DfTdaYCG1ObEEhZ96QBp9LUxprPq7xnp3gpae9GOMLH+YEpNmOTEguYRLypjvB2fB9jldRAomAKAzs1/Jn4yLQ7NEVvboRngAJmvMREJtgRM8tW5w5kENPr29JRUBIj7cv5CdsOMGEFUoQ1FroJdsgFwGyjYrTJl5YkJLSsbGHcmuGD52YH7C9fkw40JBb+9z7QWuW/2wWgVyX2rWKCn3ZWjDDJSpDcEm0gums5fyZpk2i2wf9/lUsDRdt7tEvGsUrC0Vy3uY3m97VlrX2fHw/KHZsDYNxyyPO9TY5B7QGqvACz78Xy2v7/bTaIBYxzD7dtb7ekWz9Rz09UbIJnv/1N6QkdK6mK247dX67Wvo77qW0fXeu8SED6AtMjXvh4ca7aT1BskkR4MftbwgZhsWNeta5fQtg/Ds40RmUPo7Jnq97xBW0eYAYOlERYee8a6QFVuZuqGIBh1L7Wfx9Sc3xQHKLPMpdY1NZOv0CAnwwT8tLqIbWbhpeaYyYj7IgpcgjkEHgit2ov7KkOMVY9hBaMpTowJcHl0IHMsezhVPbxKBviIJziu+lt/FL/XewLI0X4Ru89AMBrW8fgzJTK3k3mOJsnKDVHwBTS0oDnXAXIZYBIWKmAZYYTURhvXs2wFWSgEtIJLxzQ5ZY56vPcldneFilmKnZJP3SdqUPmUJjIZAFQkfUbsbRUjrx5LalKnS8DMYBauu0AwJNyC4IpbPMU309fBgAclUN8kF/DYTDCnegxXome4OXwBMflFoZijiFPsSVSjBWVMI/cfvyBkmOQmaolkVGSE7U5tDptWi5idY2lXx7cBzrOq9n+UNJqjXm2TgW+1RxFs3NsY4dVY/qezrW0z0/EyC6vRK7FRqDZj4u0AVv2XlmWvOsnV1XXaHmSr9suay9hvGo/zW0u29+qNqx7rM1ztU4SXzNZsZ7Q2F26uS2JcWFASbN8qN6LADBWCc7kwL3LfSDZnmRaPUN0/M3y2vQ8+OeI1iULSlqueS6X/Q8ssZNrJAJ2AV0/+c4Hy770yeUmQC/d1tNG835edo2v4vmJK+B8QXGeDqkJQC8TTHeN/oFF8LyQ/e299FexNoY15hiVPRwXA+PBrALHKhDQcpnzvDS6VqbQplHkULhf7mHAM9wJj0DOD5TQ5Z/3the13yk7AG1BtP9yGqsEuzzFzeDUsczEsu6LCU5VUnuJJ6zAwNqdTVWMAc/xb+/9AG/37uNr/ffxoNzBm/EDTFWMP5y9iRvBGUKmkKsAmQxQKo7rwwkKKaDAMIhyREJapjnG0XwLW6GxqUtEAcE0SmV0gydFH34RGX8AIsEM48wzU6BExcitC0bz3JrEyRivRMf22rDaeSMgSOv6gJhYWgGFHTHDtXDsmCSzrGGUSOt4PRiDqo49yLYNS249pH/r+KswGmJjpXcYjHAqB24/JsmyzpZJLLLB7j6gDt8Oxuh4DNte6TGbHr+U5ARQ1T+2wB6FXpKk/zkAB2ib3r0L97b3jAmmMeB5JR2xx+azkJwp9xlpvWvb8tZte1abv5c5RTTZyuaPO64Ohvi8gLM6nm4g0cXgdS23DGAva8/SNm8Aarq21fUubV4P/z3cdF5Ydm6WnYPKzaheEEiCufwG0jA7y0fdzsT6HuO1tqFy7mie05qFnOZrM8oUy5LffcDb9KxY5sxDyzjf+xUs8KagdpNnYnE/zxHNq/XF/rzAcSXVuMBom37bNNZNxjvftqsOdEGCYR/QtqTBru20vcToM6oqGPHSldFWjKHHM9wIR55rgd2P1UEbwGUYUcOOcIxlDzLgGPACBTNATlpddZfXqTkmy0A7VptVbWQK0AJ74RQKHKdygEIHeDk4wVRXiTKUaW5AstEJFzBlo802jeTgMBjhu/NX8OX+XUSQKHSA/3v0RQim8LnkPu4XexiVMbbDFINejnEZ4/5kB72gQKk5pDLnLS1DhJZtLpXAdpgaj2duGNR9kVtmP0ESGVbZyDRIF1kiDMdGSmAHKwmv7Pv6PIPS3JWkTmXoWNxdMcOp7ENAI1OhSwT0bfwkjFc0JQcC5l4fcpPcCW6qg01VjKNyiLfjTwDA+mEbXfSWqO4BYx2m8H+dfRGv947wRvQInCv0eYZjuWXOsda15EnAPGuFDqA8wJiqqKYtFEy5jtndq4wK2NhBQgsIpvVD1D2RSUPtKvjRvqBNyXZWt6/zfxcN6QZph+neHfDcc+cgXTbsukG1/BJ7MvN5o9R0C3iuDzCXg2c/FoHeZp2fDzg2sSXzZQtN8NblotDGkl5ktG2v1bJtBWPafJd2JRE2JRzN8GeQuoIz+46g8+lVlxTQ9lksl56rpk6/KXOI3MDaBHmx+xpjczwcM8QIUdr7dDPyyR/kAnaAANUY/NbBcoRFCVVbMqHLlWgcc3MAtmk017mogitX8ezjCjhfUnQlM6wTlwmeq320g9+LAtDmc4ZpGSNXAW5EIxRMOCaPflNUU3ml+7zQApkK8fnkYySswKnqYchTPJJDI1GQAapC3A1taBuYXsJwUKfxoNyBsCBsyOeQKrEgM3AVBwl0hazEkKc4ktsYsBwvRaf4YvQAH5XbkGA4LgbIZOASH98aPML9bBef6R3hz85eRS8oMC9DCE6gxpyDeWHAM2caidWJl5rj9d4xQm7kJhMdu2uQKcNKc6YcqCWZRaEDQJukP0oOJLu0QgcY8MywvbxAn2cYyx44U9jiRXUP2qpsMxVhPzAayKGYu0qD5n6pnCWMfnmKB+VOpY220oq6pEMg5BIvx6fufkt1iI/yA8S8wDYlbGqOmhuDc8GoijbA01z6U7LCzXC0a/2bjHXTLk41OnMO5aqh0TI1fXJLrgABcR/UDHiOqYpMcpyGY9VNm0yiYFsC2TLA3PV3mzMB0P7cNl15zqULbqzTliS1Csi2AcB1PwO6nUY67couINbVry67JgAa98Gi1t1se9GBZbE9LeBOV8wzGHeQV2mOB+UOboUn1iKwGkQ2j63tuNo+I743sbM9IbdVMyk3wCYZcr78XlimdaZ3sZ8gGEHWB492uc5kzgZ4VpYcqPVPTwma2+KFAtJ6aRrBT11cAedLjKcBz34sA9JPC7KXAWhVe3H4022rO2JqFzHPR/kQN+MzxLxwoBM6cC8+H9jMZAxlPZY/mzyEgMapMkxoHxkGPMOA5Q4gmn3Ti7J9+rPrOhSKylIzp707lZF5efLcMLbeNPup6mPI567NxqWB4UgOXbIbAPwovYmIl5iURqry9cH7+IPxWwiYxI6YQ4FhL5mhnG+5cxqLEqXmyKQAp0RBO+VpvLA1+jw3BUlUvQMKmXSuJbGVsZDMwi+1S6BswHOMlek4qUT1WJpkR4nFJKIhN44aCTMJhmRx54MiGnyY/Wi8Pz/EYTDCreAEY51A2Om524nxbt4SKZRm2A8mpvKiFnhQ7GAsE8S8cPdEaC3oCi28Tq5ecESh6nhMgmKwmDjIVC2pD2iAbKYgdeQqQdJyvj81geSE5wusF11H2l7Tw9n8XblhJLxwWnJokjlVr2R6f6xKyNskia6N7eyKTRP2ViVLte5jA5Zxk9jEV7fLzmzdtq3DejeB5TLQ1JY8WS23CKSbzijVPlraz2gmRNkqjvbdaXffdJag41hIxGy0q3mNSXpF3yUonIyrlhsA7p7x84SvYaf9Gla9sjqk/6ntXSCfluWoZGsL2uZLlE50PadX8fzFFXC+5DivfMMHxKtLeT89Q90l32izrOtioRc8Nn3wbLW5W0GGzFqREfhMdeBAFemQaf/fmb6CcEviUIxASVsHfIr3iuueDVIbG+4nqlQ2TL77AYfGTEXOgs3JTFCVLjYSBY4IRhu4LyZQmiOHQGJfsHeixxirBF+M7+FURfjD6Zt4JXqCH8+v4ZXkFF/o38O/Ovs8CiXw0XQXj7MtDESOo8yCZsUd6wwA/bDAIKwqLhaao7TgmI55J5hDam6BNGmQzbGF1tUhYtIV+vCvS+Sx/uTdPFWxS9gEqkx3zjRC68B9GIytjIBjahlv2t/DYgf9yPhiT1WMFCHuJE8wlj2kYoJ7xb5jkHetv3emQijGcS0Y4W4+xJZIIcEdq00lwisnDTuA0crda80ZBnO9Anecqa4kFW4amZl5Cr8DVRa80myDBENEfrp2UEXV1ZpTwkZapLyiEdSZy05Q45InvbZ3STLWAbC+RAVYznbSMfl/ty3XZO26Yl0ZxNOC5FXHdt5otmvTdvrLnwdEA+i8FqukHGbbi9enbbBlEqdtWW+QBtkUOyJv6JmKnSVdMwGW2udLgJryC3/Wh96jtHzh5VoQSUHJrjR7tCx8H2ofvBuHjgrkLr+elXSPzrVvH+cv25RoPA1obptRWBa0r+cKPr/guuSLjCvg/AxjFfvZFuuAYv/7tgTDNlP8drDZwhw3pBt+bFJEoVQCcxaBS23BoHBJbWSnBgCpjN2LSoFhL5wZABUo5+875CmGfI6xTFqTKgmsuyxx7xzSS1xqYZgQXmAiE8MWW0kCJWC5RESPcSTGNWQlIgucByzHB+U13BJnbrn3shs4jMb45eEPcSoH2A+n+NOT29iN5zjO+riWTJFL4arakRwjFiVmRYRcCuz2ZshsNcFRnuDjdA+vJCfu/IT2PA6FAaTEBBNDO/U6QXPstkAJL6rKeYz0xwyKcScrMceau/PAHbgTDZbWnOOXwxMIaKOHttpiUxxliMNg5ECzSaDjuB0e48P8mi2LLK0DC8dheOI61JmKEaGoJT4qT7ZRk6N4QY4ZEsx1/jQpXetEG5ILSiLi4GY2RHPHPldWetppNukcUOKeP6Bs80D2dc2+hZeTRGjUirZ0STHcZw2w3JW0aPbdzXguS5Zr/byx32WxLgjdRIPcJQW5LGsv/3hX7eNpQfS6ANosu9mMgfvf3mfmb1MCXWoOMI6R6kGCY8CzBcDYlEW47XosvcsvoFnFJcdWvee7JUPVgKG+31p+gnebLkiCmufTLttsb3NdX8J1XsDcNaOzzCL2uY4r3OziCjh/CrGuhMMHfG2FVHxguGo7XZ91Aegu7TNQB9ELySsdrDMAZDJAoUStBHLES/S5Sbzr8xzGZk0hsVrns7KPYzlAkQm8GT/AgOUYK+PD3OdZlQndOJ+rzgm9eEOYl+dxuYX9YOKY5pgXtvJeiSdsy3UCKQtdwiDpnkOm8Hb8CUKmEEPjlwbv4pvTt/B3976NY9lHEhSQCQP2gLkMUSqOXAlsRylyGeBW/wwnec+dt35vgohLyzxKo2tmpiLjx+ke9qOpKbCS7+B6OMap7DuHiurc5PY4lW1raJheBQeO6dylKoQCd5plqpxnkiaNRGYo5qDqbDTooYHLNp87WQRtc8jnTi5xVG47J5WZikwikpVinMkeCi3wSnSMm+EppObY5TMocOeH7CfhkdzCeEwrJ/Eg/SSsBMjcm/50sYa0yzdBUB0QGZBMgLzQAfrMVH4k5tnv6Ek3PrBlzSUqZnuhuAcjFr9eTY1Y/Pr9291pLwPIXdEEa10MdRs47HKzWBarAPNFJuu1AZ+LjnX20WU76EcTJHYlGXZJOTbRnC/bBrezUKYioXZVNBW4ff7N+y6072FKLqa/6bmM3KBWIWTkDU9l6G3BFO98ONlEi9yjLRZtRpUnK6knfzfXqQVdGw9sc7Sz9SENJFrO4brt3WS5FxJE/5THFXB+AWIZaG66DVzEts3nm1UdXFa6u9m+QlVyCfIm3gtnDpD5L+i+yDDkKV6PHuGJ3MJB+Aghk66MNVRli+Qfg39eXIUyXZ/q4wBgJRqpCp1kI+YFMss6S3BMVYRtQS86Axypc5BgSFWEHZ4hYgqnKsJIJejzHANW4k+La7gZnOFYbuGzyUN8Z/oKdsIUH0xMmelfPXwHx+UAD9MhpkVkpBFcIuAK+3wKpTl6osBAGG1zL5o60JqryguVzh0BMjoXxMqGNqOcmFHjBAGnG/bPk9LM6W4zFYIzhdieYx8MJLxA7lnU+eAr1SEOgxESXrgiMBwSQ55CMIWxTPAo38YbySMIprAvJviz2R28FJ5iwDMn5zAOKPVKfrX7DgoFhJuGpv3X3AOISdbm2FOEbjnnzdzo8Hx9pr+sGWCImraSEv+INfanxSkocZMsuOqAYJFh9o/1vFKIVYxnFwA/LwBdBpbPs80XKnkKq+UYwPkZ6S4meoHFXaZBb2hoaww04N6REsZl6EBMQAPJApWnu99GH1STVMmXAfnHVNNNw5AC1TocgFoJVB14pljzlqieSdu3eNIMxz4To/4UQPY8CbUvCgPNrqQaLq6A8wUEw/l0xuswz7RdSOBUpgAAIABJREFUkiQsq9r3NNG+7c1LdteqXy1Zv9Jvm+ptMxmhLyxrakss90WKITPuDQWElUkE6PMCp3JgmEluWNGR6m1wrKpiIACAKfRFZgqBaFMSmmQB5ARR6ACHwcjZqiWstPpfhYIpRN7L8o+nb2BUJpBDhtvhE/ze+PMotMBEGIY24BJ78Qx/5/Av8c+PvgSlGe4MjjGXIT6e7mJWROiHOWZl5MDxdphiO0gxkTESUQAKGAgzncqZchX2JBhiJhGxErmnbyZGlGQMfZahkMJ1PMreRhEr3T1JswAArHNHbq+9KcxBemZz3auO0YDRyAFqGuQQoy01x66Y4bGoSoSPVQ87Yo5Pil1siRRDMXdJjwQ2HUigpD2vUM5UGYlPn2XeMoG1udKO5fLvx6Y+02zTSDNIcgJU5XoJNLt1wJzMxFkrts3WMFUHHPZ4miWgV7HLXbFJIhzF07pLbKIDXpsV3yDJ0Y9nBag3Sd7aFEQD7ddkYUbgHLKa1mi8/8xngCn7bnT8p7KPg2Bidf+hY59pf003iojVtcNdbaD1OJTLI1ArpD9+X1LX3693b5ky5RV4puP2wfPioHzzvvU8LjRd670IYPqnNa6uzKcUF1nB66KiXdKx5GXW+bKuPu/WeVVFXzIZIFMBODRCXqIvMsS8QMJyDHnqtLYfFQeOTd3lcxyIKXb5DH1uqgn60hX/WAgI8ka7mib9MS8wFKn7zG87af5oWc7qVclSLZBqgQdyGz/b+xilFrhfDnFUbuPrg/cQMonHxRbmMkLMS8zKCMflFvpBjlIL3J3toScKCK4QByUiITEpYpTW33kuQ2QqwE5gtN2FFrgejdDnudUTSssuSyQsd7+pwziVfaddzrXAWBnbOSrY4ScCkV8zYKYtTbGEEmdyYB04pNtOwgpXTttnodyP7RAJxFMCY6pD7AVTjFWCh8UOTmUfMS9wVvYwkzGkrussm1X+QlvlL2GFp2NW3vdVEpKvT645f3jMK/20Wm2BOfDsf0bsFDHctI+24hZ0LjaRZFxm1MtDqIXPmst1/b8s6JwuXQabFU1ZtY3m9rp+r7N+2/bW2efC9r37a5XDSNe5XbWu//06+6ot795pRnpBzxZgKn5OVVwVO6FlG6CZ2l8rotRyLD5o9pd5VoOfZt4AnQcq+OJXFz1PNCsmXlRbn4u4KoDi4opxvsBYlXzXFuskDDbLWm8ay0B6lza4LgtZzjxTNLXPPvPslmnZDmcacxnhSHNsBwGuRyNkVsNKldXGsoeJTPAn89fx88kHbrsJKzGwWuepipAi6jxWgPxyG9eG/vWYQEpYJHbjVPYNCxmcGbmB/VyCIYRhnMdW7vFHkzewH05xKKb4/cnbGIoUbyWf4F88+RKGQYaPprv47z/zm/if7v0t7EUzjKCRygDfP7uBkEvsRHNMihgBN4OEUZGgH+TIlNHzjsoE20GKmYyRBCZBkKzdqHCLsFX4iBE9DEa1MrfNO0IwDWijAR6rBDtiDs50lThkrxNZ7pFGWkE5rbmxaItqiTVSG0/Ux8XQuWVUHbZCpkPsBDNQZbqvDO4CMMD6qNzGmezjtegxmv7J1fUsMeDAVFWAnjpnPzlJgrkCLFJxr8Oub69iwiovWALffrVCOo5msiHdR4Ip5KgDNTpukno0tZkXmWznb3OdqedVzhJPK8N41gMDf5/rgOeL3qcfqxhYtxw9Z0uY6JUDEe/7de4VKooCoO5WwTgAUwhkLHsuAbnNrs9vXwhZA8b+sfnyiNoMFRgSb+DxNIBxk1mB5vLLYuUMQ2M75/VAX4jnRZ3UUMj8tMcVcL6kWJZ81xbncdx43qKreAqAtUB0oTlmKsKjfBsxN0wnVxqSMaQ6wpZIsStm+HZ6B7fCEyPVYIUDasZ+rV3+4stiumQ1TsJBjA1MZnjf2pD5jFChOWImMdYhCnBkWiNkCm+ER7i+O8a3Zm8AAPoiw71sFxIMP7P1EHfn+0hEiYRJ7EUzfHXrLv518Ra2ozlmZYSzvIdZGSESsnIHgUbAFAKuMC1jjIsEMS+xJTKkOsCO7dRCZoum8MIyySHGuoddMUOqIqeDJjkB2VEBVcKgAcJVYmHCCqQIXQUwAPjL2W38/OADpJaprq4xd1W3SA+Zw8hcnhQDhLy0nq1jt06qQsxUhFejx0h1BN9+7SCYWKu8CLuidOC5dl2ZAmDAc/1erIC7b7GnNMc2T50zRpdkwQyIDAgoPLa5CZprQEZXFdx8+ztqR9t0+yb65U3kFU3NclPHfV4d50VolZdFV0Kdz1T6v/31LqO4ySYDlU7N8ppgruv6dLWhCVDbqt01t93mDuKkCt77j8Cz0rA5CT1sWy93Spxts38TtO4ax0jtMP7zmyPENivK2r6w6ADSSQB13NfN5X0tN1DXejfbcGHg+Sqeu3hxUdpVrBWrJCHE9DWjyWxv8gJok3C0ZS/7U9r0ey5DjMoeMhVgYiUJqY4wkQkSVuC43MJhMEKqQuzyOfq8qGVBG8C22NZNBySkbQ4taCaXichLXlRgGLIC38texpCb0tGAKZKyF0yxzyX+5uCv8GbvId6MH+JzyX0MgxQ3eiMkTOKs6KHQAf7WwXewH80wDDNwGFBfKo5CCmjNkMpqfDsqY6QyQMzLql2aYWaBsYDRI45VD6mOXHIjvdipfDYAZ7vnzpFmLtmPBhYJr+zgEltY5RtbPwIA62usbSEahrHqOUlDqqJastDt5Bgfpfv2XjDnaVfMMBSpcTBRPQx4ZvdRtW8o5tgWpsMmR4xWH1y7Tb9cri+jILs7kp4IZqaV+yyrMX2kATfJk2KhRC/ta5WumNrj/78u89i2zacFhc19tU3nt0kKmtP/G+93DdDcJhFpft/1u01qss7+uv5vbm+TaJO/NOM88o5NjmPVOeiSc/j3qd8mkm3Q/UszWkAF1NvumeYggLZLz2/bc0zPx7pSh66+a1n4/dimYF3qKsfBf8c0JVw/icGgwfTF/rzIcQWcLznafIYvO+iF8mnqqDn0AoBuLQGLhu6MmaTDiYyRqhAn5QACCtesQ4PRM0twpvBOfhOpnfa+HT7BYTCqFalY2j5yAcFiZTagYiskjE2b1AxDy1SmOkDIFArNkWmBb/Q+RK45Ui1QaIFDMcK/2/8hfnf+GgDg1wY/wC43LhG/uvM9/KfXvgkA+JX9d/Bm/AD/9JOv4/58B2d5gjgoUSiBzIJlKoySK4HjfIBUhoiERF/kTt8MwCQ2+lO6MMDfFJ8xtmq551EtPbaViqB8UuwhYqVLRjUJfeaYHpQ7AOC8tP3r1ueZY+eldfgoLKNLHWjCCmQqQJ/nSFWIAc9c4YMhT52f95Nyyx1DyCSOyu0aGHbXz5vu9TvwJgvnQLhts+/5PGA5BFMYWo/pyPPsJr9pAt1dQGbdLHzfYqwLEDWB13lA4XkAbtc6TfC81rZ8Nr0DFG56TJvGMu32uqD7Itq1DpAFVuu8mwOaja7HBsvXjr/lHUpJvE/kFk5lv9b+5nL+M0OfUVEmatezjIvuC2kwSz/+e+UnFTxfRRVXwPkZxbMGz5vGRbPObp0GgO4Cz80wjHOMmBeYqRifFHuYqhiPyyFOZR9Kc/R5hgflDvqcipLIqrocFhkJ/++2Et11/2nzufEdNmWpT2UfMx0j1SFmKnSDolQLRBZI3xBzJFZb+3PxR7ghCoTMlKzeFTPcCY/x2TBFoTm2+Ry7fIZryQSzMvL2XZe8REIiYAqlbd/NZFRrZ6pDSM3xSb7r3CAKHdSOJ1Wkfa4S9LgF1wT89oIpqKIXuXEUloGeyRhj2YNgyhWBIbBMgxVXdIRVWt5CB0iYuYbbQYrvTl/G0FYIjDxpSWSLpTwujdNGxCQSnpsS4LrSK7cBAR/8+Mk9fpa/oPPkuVmYZCDp/pYwgwzq+HzP5yb4amNlm+0x17Dd7s5f9iIA5NMkNJ17n55muJmQtw5ofhZxEftpA66bDiouCkR3talrmXWidTbCS44WzCQDnsq+k9wZa0uTNOsqZtp2R7aokf+//zz6A97mgHgd0HlRwPS8WnefpacfkqadZ5s+0fU8mga4uEoOdHGlcX6GsU7y4LrFUbriaR68Vftu2me1fdcVvn1dV8nuWluYRqkEPpxfMz7CvMRMRbgWTHBUDo3bBi8wkgneB8eb4RHGKsKumDp2sdKUVtXdXHs8nXPzmIltJlA1Vokt72ymKmXAsSumgIIF6wqpFhjyAgrAkBduixLAWHF8O72DL8Qf4zdOfwEJL/Cf730bf6P3Ed4tt3B3vI+bgxFOsx4KJTAMM0wtkCbZRqk58iLGrIwwj0LkKsBWjzSHEn2R4aQYoNACR+XQdXwh6qy6eclLZz1lzrWtKMhyzFTsCrzsiClOZd9Y0fECd/MD3A6fIGISfza7AwWGrw/ec3pe0j6mOgTIpg0GsL4eP0KqQlyPRnhY7OCV6AmUNudRWTaqz3PEvMBROcSd6DGmKsaBmBjphw5t8mHFLtd+01QzqoplBFhDwAFirjlCXiCBmbUQWqNghol3QFvXGaQFDSeqTrdeuhq1dWig4mtKl8k8nvfocqRYFese77pA7zIqBJ5LhrIGeG5ra5eOe2H7S87teWU//nZrlfhofdql87sva9U6XaI44y4JWYHbcvWytsxi8ZKWiohQbgaxa/avLZqza5vEeX2Tm7KmxTZtbkfb9flzmev0goPdi4zn8Or8dMRlMNDrvEBWV9RrsGdrttO3d+u0oGuRbjR/mssWupITcGg8LrcsiDX+zZFjDNunmttecG0lyJvH0GR+6JjOyj7GKsFUxY51TS37IjXD1AKuwmqgAeBI9fHzyQd4N7+Jd8Y38Ffjl/BRGSJhxnHiV2++g9f7jx2zfJYnBiwrw1YWSiCXAQKusBVmmMsQ++EUidVzn5QDFCoAZxpnZR+FCvC4MJIHCV6zlyNA6JeNBlCbbqRlIyaRqRBjmWA/mOCl8NSt87XB+9gLpo5R8nXmFAnPXdGPqYqdS8mOmLmONbLFbATT1vKuhzvRY+uWkTlQfir7CFFnrNx1hkYIaX485scHuX2eIYSssdA0GKJj8O+b5t+VBMjsyzHPLYl+dI58AN/cLv2/7KdtubZYBppWsWDLwPDTulBclrykTX+9zra6gM9lMvXryis2nXlYh5leyVq3bGPhXNIA3M7m0f+US0HtVeALGmUjFeML9pT+s0ug2bSnffZv3WgCV///8wBRakNb0ZlN7Ai729vdpueeff4pjyvgfBHhRuOb6Zm7lr2Mh8Zvm++hvNk2ukFx17LN5bu8n5vhs9OlnQokicFZaazpjsstPJFbuCnOMFYhcgirJV3eATWPu+18++0n5lnA+Ewfl1tO/8ttcpwBahpDC5ZmKsCpijHTDNssQ6EFPh/fwz+4+YcYBDl+d/o5/K+jzyFhEv/R9p/hG1s/wo1kjINkCq0ZtGa27LbpdM/yBLkUCJjCVmBcLx7bdgDAj+fXrEWcQKaN3zOdMyO7YO5FPVYJjPOFdD7IFL50gf7eCWZ4OTjB0CbpkePEV5K7bl1jTWeY49xWIyxs4ZptniJkJU7KgSmVbc8pAe6x6uH/Hb2Jh8UO9u2Mge+/LMHwVvQQBYSz16PrQZ6yPkj2begq8Kcw4JlLHm1m3Pugxd8GMWL0eZeLgb8tf//NaCYPLotWTfWaIHFhWy2OA21Si6e1cFtbkrAmoFy2fvP3snPTttw6+18GkjYFS+vqlLt07qva2PXdxst5syIksai13ZNx0PsHwEJVTMcyezM4zWcmt+C6Vphkw1gFiul72k9bgaJmtIHmda53V/LyqrY990F2dBf58wLHC3LVnv9YZC/XZWqXMQbrdorLgfayfbR9d/GgfX3AvbAujB80FQAxsgQDHGNeQGmO3x5/CQKmuAVZJpEuj6LrmPzjb2rN/PNaMS3aOH2osMYsEuNcgGGmAvR5iZtiho/KbZyqHh7IHSjN8UeTz4Izhd9//Ba+mHwEpRn+54e/ih9kL+GXd95FTxSIRYlQSPzMzkMAQD/IEQtT4CXgEgGTOC364LYtD7IdxLzER+kejvItTMoYnKla2XBXfpwpm+zIQeXRDeC1TLkW2OZzx/6/Fj3GnegxBFO4GZwCMFX6yHGigGHbORTuFXu1jtZsL8BURziVBjT/+egVUwyFVbrAW8EJDqMx9oMpJDjuFXvGXcOTOYxU4oqXbPN0oSAKUC+SUrFkpV2vYsyaQey2r2X2g9gyAKa8N+o+tr5cwwdEnfZkPqA7BxBbBby6tnNeZmxVbKJbftZa7KZUZqN11zxP5wXVmwwe1nLM6Nj32veVP3Bii+C9pu+3y41txVb3LLQAU9+Bopm46x/7ZSbV+cw3xap+qQmalwVt23/30X6bP1fx4seVxvkSwmd2gdVezpt6Pm/ajnWWu+h9L90f2st1N0PBeBhTMZVCC4ylKc6RqhB9niNkJb7Q+xg5DGNxqhJXIS9VIVLPt7RLO+Yff/NacFsYxBTfqKzJyKWCio7sIsOZihEyiX2eQzBAauB2MMKfpq8gZBKP5BD/3vZ38U72Ek7yPn7z9OfwK9t/hVeSE/zV5GX82t538R8e/DmmezESVuBBuYOeKPCD0Q0EXCGVIUplGJpBkOFJMYBgJimRNOGcafREYa3XpGPpjT+ydgCZjkFoy9jaDi2xiZakcybg6Us86HxK1JPeQlZiqmJs87SalrWs0oGYYHcwxed69/HPj76Ezwye4JeH72LAZ0hYgb1gCgC4FR7jVA7sPkUN8JBsQ4JhqmLsimmlI/Y6NtJKSntP0ICHdOtSB+BMIdehcRRhOU5VH5Qp3+eZY0SammazfQbUwHPFgDdZbNeeJnO8YordVSbcWDe52tXiImNT0PxpxaqBxqXtt2Pb62iU1ynV/bQ2hXTP19pC99+KNnH7HqCqpCErEUK6dwRth2aoqL215wyLsgx/IFprK+vWJlfPfFOuUWeOpbY+/dBLfZaXPXdNz+Y2D+efxHjRLeQuMq6A8zOINgC7aWEUP9ZJothchlEHz82CIcDTA3v/xbcueKZQmqNUwoFBYhMr7a5wVe1uB8cQ0PhhcR1ce+b+QM2cv5ksSCGgbOWseghogClsWWA+Vj08koblLixI3OcFBDNQijPgYZngTvgYqQ7xXn4dH6pDnMkePjd8gL1git8dfR5/c+e7KLTAbz3+Ck7zHv729e/hD04+i5Osj1cGp/jlgx/hO+NbeP/sGkIhcZYn2IlS99LfDef4JN3GVpBjP5xiLo3DyJnqYS+cVseqlbvOEVeOdTYWgBWbFXnMrAJ3Th1AXcfLUTF5IZO4GZzh/fw6dqMZJAQSnle6abvckKf4ezf+GEM+r/TN0PiVwTtQmuGJ6uNOeISxStz5ducextYusRZ2vz36Mr7a/wC7fObuLUrgFHSveTIL6sgTy3RHLEOKADmErSrIas8VDRDIok6hmk72tZ3LoplkuKm0otk5r7PORcd5khndYPUcYHmT42g7L+ucs6c5V37S23mjuf/W42icu3USDbvux6XStRYg3nl+mLLFUeCSBwFDUuSsIha2eYrUAmYfNNPvhBU1H3l6d9O+O/NkmDL79Qalq4JkIHXNs/27AZ7pHeK3xY/mNvz3CoXxwV+eZF/3k14/KfIqno+4mjf4lKJNZ7wu2F0lyzhv4uF51nvWNnvc+jwrC5BM4Y8A72QvY2rZxw+Ka/igPKjJKZbFsvNJgwV6oSrNMeCZmdqHwlj1DKsKjqGtuCc1cKwCjJX57FT1MdWRk3TEvMAXeh/jzfgBzooevju/jZ3A+DzvRnO8O7+OYZBhGKYYFzHuZXuIubFui7iE1gzHaR+5CnBa9HBvvouHs23X3u0gRaEFdoK5e/EX1hqOwtjTVdpxA+qqREjqtMlSzvchriXmNaab94MJjuS26zATVmCqYiQ8xy6f4UG5gydyCwWEdeEwUo+ZCpGDY8By3Cv3bBXEKkmTW2kHMVgPyh38tcG7GKse7pamsErIpLsGqQ4bnRNbuFcrpki5TtDp2ZlCCDPt6g+8mg4bTcZ13SlxirUT6Bp65OZ2nhY0r/I93iTWcZuoLX9OzXDbum0SheY219Zre3kObTkbXd+vWm/ZcSxd5pz6aH+Q12YBt876bfe9k2XZ58Y/3yOVLFjO0TYoByCyRaWeZnC1XkL84mAY6BiIeO+cztmCFh2zv+yy6oSbyhbZ88RiX9nRubgCzs9BnAc8r9rOZYQP9ruSDZe14WkYmpBb1kKz2kuLCmpIcHxUHFjf4dImoem1AIA/4m+TcxgrO4aEFXglMoVWDm1BlgMxqdoIOwUI4wYy5AocGodiDAGN781fwUzG+KX+u/hKfB8f5IeYyxCP8qHRv4EhFiVKLbAbzlBqgVkZYVrGyJRAKCQUGKZ5hFwKTIsIIVM4zvpgTONxNsBRPoQCc4l8zfNOA4HCaZqr3yErraeyXOgoyQMZWCz1G8J0mjNtJCYHYuK0wLTcWPbwL86+jMfFEO+l1/Gg2MWDctcUOZFDt61TZZxSZioGYDqbhBU4lX2npyys9IOSIV8NjitvZiicyoE7bjdF2zG9Wl3/yi2AZC61RCZ/itrTc/r/++ekqXVcFesmgTX/3hRorgJFzyouS299Ufu7jFLJ64DpdQcR59GKn+d6t0mMSJscshIcyiYS138iJisLSAuyiWmmQXHuBu5BbVC/8jgW2rR+Mr1f1GjZ9jcZ9DTX8f/vajO127WrA4rp56aYygWD5ivgfBUMeqOHd1Wcz/HiYm7EtmS5p9lG/fP6ttqqC7Z9x2ujeeY+I8cIKgWd8BxDPgc5RghQolo1vV5PzGomALYfK0317YoZtnmKXT7DgdXmGg1wiSErMODKVRAkAD3ghs18VA6xI+b4uf4H+JP567hfDnE7fIKdcI7twJSdfr3/GHd6T3B/ZrTNES8hFce0NAB5EOZQmmEQ5WD2HpnLELcHJ8hkgFkZ4WE6xFnZw0wZH2jD5kaYydhJW2ggQNG0diNHDF8XmDBTCrvZ4YQwAHOkEpADRa4Ffvvky0h1iHfzm3hY7OAwGOHf3/kL/PWtH+BaOMbjcogfZTdwJIf47ZMvI2ElIih8a/oGHpXbyLXATMUYqwRUaOEv5q86AH+v3EOhBV6PHuGD4pqTX2Ra4H6xh1M5wKnq1wrBGGeRCkCTA4DRf1uLLV0vQ+5LVtxnbZ2gx0j7oHaZw0ZbNFnfrtgkccmPVTMw5wXR67Ch5wX7lx1NsHMZoHnZvpft8zIA9Kr1m9eS/m46zxCAbnPeoHdtqqLas0H3bXM20Gd61277msu3aajpuDZxiXL7XcX6t8xKtIXv9nEVL1ZcaZwvONpGkfTZMj1WW4LeKm3xps4d59Uon8eQfZ1iL25ZHxh3jLB5Q/dWaIEQpZURmMTBUznAAZ8avSpjgIoc4wEESwuu+NF2vH2ewZTfNtKFUx3gUIy9l7CG1Oa3D9AKDSRMYsBz7AQzDPkcb8YPcENMkLACn+0/wrfPXsNOOMe/s/MOfu/sbRwmE3yS7oAzjWGU4uF8iL14htO0B6XN5B1nGlJxDMMUwko4SsVxvTcGAMTWVzlkEn2eWwAduwQ5wLpt2HMfsRL3iz30eY4DMbFTmpVm0Thv1HWK3AJNwRR2xcwl8wnG8LnBffzF7FX0RYbXosdWRpFCQOPXh3+JmQrwl9ktFDrAP7j2TYx0jAHL8YuD9/Ct6RtIWI5dMXOJiX2W4aXwBL/x5Ov4ewffwnUxdtUiX48eYapDpDrEgOW4EZ4aD2ibmJjqELt8hpwBkX0Wc3BE1JEziamMrfymuhdJ90yDBd8dwN0rjQ4VAKDrvrabhg9eu7TU5wWfF80ur2Wr52lAN2bIG9tvFtbwl9sEgCwM4pcC/os7Z8v7gO5jWJUouklyYds6a11H7/6m8PdAfyvwmhaa/O5pQE6DctLAD1iOCHKja9hWXAXo9m6m/fl5CiRB872ka8fb0m83Z6xI4rUs0bBKVF7sV5atBzxHUg2NF54lvsi4As6XGM0XbleiH0UXwN3UG1rpRT1nczvLwGwbiF8H/K+zvVUvxzYGuj6Cr09XSzAcyy0cBgYw3iv3MOCZm/oj4CVYgRShc8joCr/aIAAoCKf5TVUIYV/+Cc8xKhMAJhFGQCO27HbCJBImITUQM6Pp+0p8H98Gw5DneC2Y4Xdmr+OXej/G3xi8gx0xx5+MPoOjchs/038ICYZ/9eht9IO8NvtQKI5SCgiukJcCYZLhw8k+ElFiGKU4iKfW8shkxMe8wKN8G9fCiQPLhQoxUwFCXvk0CxiLun0rfzCdgQlls9ANiBaOZSJGiRJ/AJMsOeRzCCgM+RxFIPCV5C4SVuBuuY+ISdwJnmCmAuTgeCN6hAEr8Aezt/CL/R/hd6efwy/0foyf7X2M+8UeUh05Czxitf6Dvb/AvXIPh2IEbmUVY52g0IFLEqREI6k5EluyPYdAgsWsewGNqY6wzVNMdVTdL6i7DQhGsxPdAGYhAckCg+KC+ps2B4RVy14EUL6IBL/zAP02QLFs+vsimOLLTtJaNT3fNlCo1u1OVGvd1wVct/btyprrywJw1RZEM5gKpfYdktvZHJ/JDkFVA5lN+lvdnqalHFCdp8rJo2JzfdDsgC7Ink5YUCg6i7EQ4G3ru5ra5hozjfa/25a/Sg58seJqjuBTjrYH5mmT+9ZZ/7z76PI6bvM+7trf5toxAx4J6FHQC9TICJRNgBM4FGPzGVNOu9tW7KINVPjTcL7/capCJ3WgKUhKEgSAVAfItECqBZ6oGGMVwmidzUOWa463o4cYshKZBo7LLXwnewlKc9wM/n/23ixGliU/7/tF5FpVXd19us961zP3zr13NDvJGc1QkklRtmRZMCCLhgEaBkgYhgV5gQ3YL7ZhQIb94gcDhv1gGbQgQIJhyYAE2RYkeUTRkkXSHIrkcDiYY1JAAAAgAElEQVSc4czw7ufee/bTW3VtmRkRfoiIrKzsrK27+pw+w/4Dha6uyozIzMrliy++//c/4IsbH/Mg3+RLrQ/5/eMX6GW2vPZxnpCrgMOsxWY8JpC2mEkcKvpZzCCP6eUJmQ65N9xiJ+7TCia+xQppp0WNZKCS8hjlejJm9mxIbsIy072a8V4/5v4hFKEYGKtFjlFuYGGP1+34MTfDw1LTuC0HvBY9RmGdM97LrnO/2Oah2uDl+Ak9nfKF9GMru5AZO+Exm3LI3fwKA2OrNG4HAwKhS115ICZJfdccAw1woDql77Mykm05KEGv34fcBIxMyMiExCj6xktbZDm7UE4fCz21/3UNavW9L+ziBxYePPtjVj1vm869WVEFwvMs4BZ9v0xMFbt4irKFZx3LgJdZv/1pNNvz7pc+lpFxPE2teLVvf31U7+fV66XK7FZzKfo6KZONm3yc6wVUlolZRUz8/cr7zSsjy+JVQPldTnBi/en9nch5Vt22pnZ8W89VhUC95tdzHM8EOAsh/g0hxPeEEFoI8ZXK57eFEEMhxLfd63+ufPcTQojfE0K8I4T4H4UQwn2+I4T4JSHE2+7vFfe5cMu9I4T4jhDixytt/YJb/m0hxC8s6mOZOIvGeBbQXEcVwkXrzNYjn+1G3PRQaGbBmzPV/ftZ21W94eYm5MgljkVCcV9tThK4nEShZCRqJb7nAuhSz2dBZU+3UC450WtXfentT4orPFQbHOi0BGWZkeQV9rYjCgJhWei30rv8dv82fRPz5eQhP956ny+271g3CAxZEdLLEsYqZFSEDPKIfh4j3P6Pc/cg0pJIKl5qH7CbWOu5bjAqPVK3gmFZsOVQtSaV+2TBWEdTRVJ8+JLm/niecCpwxz6V+UTLaCKeqI1JGXIdlUlACuFmASR9E/NEbXCkWzwqujxyv5Uf4Eg0v9Z7kwf5FnfzK3SDEd72LnPacR9eimLPgYDfGLwOwOvRQzpyXOou/Xk0MmE5cABspUknXdmWw7KSok9MPMkgGTcYmTzg/fY0MaGe2arqnFeZPq9Hk4Sj6bPTxrMCyqdxoVhHLBrsTy+7vDtHE5heqFVeAkAvinUA6fqgrinhbd49etZg03rqWyefVEwSkJsSXuvvm/Zz2e0HJ5uqAHWfi9ERWWk1uUgKU9/HWduxjNRk3jl30fT/1RDGrPX1PMezYpy/C/ws8M8avnvXGPNl9/pLlc//CvAXgTfc68+6z/8z4JeNMW8Av+z+B/hXKsv+Rbc+Qogd4C8DXwP+KPCXPdie08dSMct1YpmYV9luUeW/s4LceeC5yT1j1aiD52UBtF9+Mtp3SZgzblxdObIArthgU47KG/O86bBq4mATiPaFQ/w03UBb1lYjeVRsWpbWPRAGJuF+scUjtcl9tUXPRIxMQM8I9rSVdfS1JDeWFX2Udfnlo8/xm6MXiITilXCPbTlgP2txPEwQQCvMaUU5AthOh7SjnChQhIFGG0gCxSCPuT/sEjv5xf3xFnvFhk2edGAoNwFtaZMLPXAsXTKMIHbV8+znJ5NWvO1UVw6njpNneSNR0JXDsmDKPzv+DCMTlRrEVBT0dOps8CpstxEVt4yQ3fCYL3c+5J3hdd4ZXi9/72rSUTW5x/cN8LX2u+X2dERWtjnSka12WP5WYSnHsPswkfV4sKwrgyMPRPznZcKgW1ZWtqMcbInJMVq2at0s7fSiOKszxrrA8rNiPxdFPQF4FZZv3fuzqK35s3arDSjWue2zJAhz13EANRV56dbTdhU6ofm8W3b/Zu3bvP3NTECEoiPH5X3EVxu1biCTGc1FksR5v8WkXPfq8Oo8qydexvrimQBnY8z3jTE/XHZ5IcQtYNMY8+vGGAP8DeBfc1//eeCvu/d/vfb53zA2vglsu3b+ZeCXjDF7xph94JeAP7ugj1NHE5ieBR7n3dCXbWNWm2ctmFK3zDvrwGAVz2ovJSj7ZeK44W9SuQno65gAzW54PAHLThtbl3lM9eHY53LbmGh4q+HZ675OGOmoZFP7OqHtbsa+omAkCrRz2MiN5FowJDOSjtRorFTjhfSASFoGsytyujLjg/waP3fzn7Pb7VuALDWh1ESBYlhEhEJzPErQBjpxzqiwSY8jFZX65rEOOVQt6+UcDEpAlpvA9mckuZ64TQzc/oyMzXT3Wu4yubWiafbSDI10MpNDB0INHZkRYMgI+COtu9zNt8kIHFNrWWkPbA9Viwf5Fntqw07duuOYm5BU5Hy9+w4/tflDFJK+Tvgo2y23pf5wfKI23Dk10SCmIueT4krJKPnfr/pg8ttd1Wp6+7sJE+VstyozENNT09PXl3LHxbNbkSiY5VV7YpBWZelOWTxk2WhyUnha8TSZ5UU605PLn7/84aws9KrHb1Wnimo/TdtU/dsUVdZ5Cjy7lzUPnf27rPu4V+/lOTa528umvGSjOhhuAr6zQPCi438a8Hxh49KOroyLmBz4KSHE7wBHwH9pjPkV4EXg48oyH7vPAG4YY+4BGGPuCSGuu89fBD5qWGfe57P6OBFCiL+IZafZvNVaZf/KmJUMeBoXi+q6y3y3qPT0srEIAM+qRlhdd1GfAQ48ViyPJm1M3g90QhCMSl/hWChGzkotYzJFPyvR0Zf2hiYXAw0CcizLmpLTFuOSLR3opLwJd2XOgeo4pjVHC1sIJTcSrQWR0Pyx9tu8m18jwPDN49fZ3TpmWw55Z3SDB9km//ar/x9/5/6PIzFE0u63MQIhDDe7Pfp5jBQGIQyR1MRSsRkOUUgKIxmqCB1aycXVqMdY22IxEsOxThibkISitK3LTYjSExu/UgMobNKOqkgOAqHBwJFj0b1U41p4ZI+x023vBse8Pb7JF9KPwFDxbQ24ER7SkxbcH6oWd8Zv8GPtD51rScKm86HO3NTuC9G+LaQS2IfvyETEWL/nQGgeqi7bwYDfGLzO19rv8lB1S126LyE+0N6ST5TZ9BkBMScHVVJoolKjGUAFNFfPoWpMKm1OAHyEIid0xV6Wu93OcjuogullJB9Ny6zqpFAuO2Mq+6wuGeuO0+pFl9mPdWx701T+oqS/RYnZ1e2a58oxu33T+HlTVJ2imrbrRDJjObg8uY/+XlPVS6+y3f77WdsthXbVDe39Kqg9q/wgvkworBSJaovp2bd50ZTQWZV51d21lolVpCOX8fTj3IZDQoh/LIT4bsPrz89Z7R7wijHmx4D/BPjfhBCbNPsgLLrTzVpn1c8bwxjzi8aYrxhjvtK+kizYlNVj1QfAqkkG85L4mtjkdVUjXKXPOktsGQzLNjdP81lv555uTd14vA653v8i6Ybvc3od28descGe2igr8EnHbIN1l/AMbmYCB9plyZYrZ1d3O3rMdtBHCsOB6vBJsc1XOu8RCsU/2f8ModT0i5iNaIwykq1kCIAQhiQsCKRl4TfiMe0w495oi6GyGum9rMNAx4wde5y4MuGRLLgS9Z2P6vQpr40sNcAjE089aDxz6lmjOqDrm9jJWMJSi+yt9+4XW+WgZaCTks3dDgZ05YitYEgqcx4V3bIvgF/rvVHKKnzfH+W7pZdz38SlptqWPQ/4Svs97hdbpCKnI8cc6DYjE/Go2MSX4/bt+RLbUkwSS/1x8Kxx38QWRJeV0eZfZ1XGqjwv3UzEWaMOepuS+BZ58p6q3xmJcKvGRQTNy+zLOpnxZZji2TKEZWYOF2/rOhjdiR/8SdDsZ3bmAb9FoHmWpnzZba/fs6s+1OWMYqU9Xw1Qok+UA6/uX/01L076Ry+GW9Vn3oWSPBlAm/W+nuM4N8bZGPMvnWKdMTB2739bCPEu8CaW/X2psuhLwF33/oEQ4pZjm28BD93nHwMvN6zzMfAna5//0wV9zA3RAORKW7MZzE81ZjG9yzLPZ8nKndfHquDZ2+At8qOex3xX1w+dg4R31PCAORDVqXJz4kHR1zE/yG7yQrRPT6dYD+eTWdMLdWxMyi0r5MTKzmVr91SrdNqIjC/VbFwZaSt5kFKDhlgquiJDI+hKRWwso3Gg2nyu9bFjPCJyHfLtJy+VzPeVdMgLrUO0EXx9+32+efAp7vc37TEJFFvJiH4esx0P6YRjChOQBAVjHfLD4xt8vnsXKTRtmdGWWXnMUpm7B4VxjLGVLSSOPd6Rx+QmKHXPuStn7pneCHXi+E0elNbz2f+/KUd8UlwpJTOB0LTtZU4qct4Z36AtMwY6YdsMGJmI742vsRGM7SDDsd6++ZGJSqlMR47t4MQEfGf4Cl9pv09bjtHeHcM9DI90WoJ/5R6OyrXpQbI/jzICOsJ6X3uQX61C2MQGeYlGlW2u3gOaHrJVu7h1SiXmgeiV26qxkcsmcFXjaST6wXQF0HXFeW77IqZ4FhO8aOZwlbab2q+vt8wxWAQi67Z1fhvqoPksYLGag+AHxdXrm/p+uK48lJ5spy6laPP2fdZ3sz6PUU66Nn/gHQl1AYuiPP/yinXGhfp1hBDXhBCBe/8aNkHvPSfF6Akhvu6cLn4e+D/dav8X8Avu/S/UPv95567xdeDQtfMN4M8IIa64pMA/A3xjQR8rR1PlpXmxSPfcnIF7du2yb2cdsSiJcNb+NS3XCnIKJx2IKoDLOzXUb7BlUQ8jCYRhJ7DAb1sOkOjS49fHslKYSaWsaXmI739krASibuMWi4K+TixTKnOk0PRN6DTP1p4O4GbY41B1uB70OFAdrgVHvNLdB2AjyriR9tBG8NXtD/ne8QsMiphWmLttM4RSsxWPOHaWdMoIcm0Z8NAx9McqZawjEmmr/yUyZysYloyzcuyJQpQuGz3d4kC1OVKpZZAresV5YM/qmS1A9QUGfAleX1AkEkV5TewGx7wU73E1PGIjGHGg2uwVG+znbcY6nHqgAewExzYRMRi6Uty2vPZ2MOCnNn5A30k3lJEl2Af7cByZaKL3JigHAv439dtfVklENGoeJ8UP5IQRNycTKsvkRafprFrSTR2zNYGztYLvGrv3tJP+VmX3VollWPNlWeF1HZdlbOeav1uvpVkTW1w/9vXfpPp9tdpo9VUNnxtQaqHPeBwXSTyq13a1n2rCcTX87FCTY0iTm8gys1BASTo0sfU+/D3nMi52PCs7ur8ghPgY+Eng7wshvuG++ingO0KI3wX+NvCXjDF77rt/D/irwDvAu8A/dJ//t8CfFkK8Dfxp9z/APwDec8v/L8C/D+Da+2+A33Sv/3qJPtYSywLomeuveHOsA9l1leVedlua+m3ajqa2xs5neEoTXbsZ1tlmz1RXp+gB6yfssrqX2f66Fq667fUEMX8j7um0lBpUXQ48KB04uYiVGPh9E3REwWvJA24Ex8QOcCau1HYSFhzmKR8Ptvl86yPu9K9YRh7BIJ9ILdIwJ9MBT8YdCh1QGEkiFYWRRNJWEOyptASusShcMqNxDiHWaeNYpVNg0bPAXiscC8U/671F6mQf1QeiMhNQWZcl9HVSagatp7I9ZhGKkYnoyiEdmXEzPGA7GACQSMuaZ5UEPmCqbY0svbQDNJtizLXwqCzzG7ky3IGYTL96RxS/zVV7udhN3/qKgtWp5wzvRDIB0XXAUH/Zc0mXIH3ZqIOJ8wCsTaB43f2tm61dBKLXRwCcRkYx24JuleO5LFhv/r4ZRC+Sh8xqr9HarQFEV5dvAspB5V4dicLOWAlVXm/rjPo+NiX02s+nAXQVPE+qzc7vo36sm459/Xh5xrkpr8JvV3V7L1RcJgeW8UySA40xfxf4uw2f/x3g78xY57eAzzd8/gT4Fxs+N8B/MKOtvwb8tWX7WHfU9aErrXvGh8Os6oGn0wfOX6cpEdD3u6x8o9CSMSGRUCSyIJU5ScPNMfbOB8KUGltlJD3dsro1mZfJaU3bXwKiReXBhbGSDd+Gk3FIKAFyJCb9jEzEkU5tGWt3s9ZGMCZgy8kAvhQ/pqclf6r9Hr8yfJXDPOWP7DxAYngw6vL1nff53cGrdKMRX9m+wy89+AzdZMwwj9BGkKmAOFD085gbqQED94abxNICR+/r7D1Ut4MBR6TciA75ONsp9yMR1tu5LTOr+VWWuVZacmdwlevREX+y+33eHt/k9fihLSrgWFSJLZ3rBwfVB6IHqieYncr6frlU2kRAsM4bqbOVA8rf1UpkFE/UBp9J7hKj+H+OP8uX2h/yQXaNm+EhfZcI6NnnVOalnEZiK5Z5CUXsHuL17ZZCM9BJOQWcuepifvrXL+8Z+WqxEz9Iq8o9AmmmzsGT1ofzBs2zp9ZnT+kvKNN8jgzyLJ/fZWIZxm3RNHo9ltExn2X90/Q/N6nNxTLJfk1tzbqfVqVEZ41qn1UQWv1/4jwzLcuYvs6an0mn2Q7f5wnJBtPJu7YvOXWN2OtRTrlwTPZvtfyhel8+tJOHqYY2m6Qsl3Ex4yK6avyhj9O4W9TXfxr9LIrZN+8JaG5y1qje6Pz73ATT1YYkBC6JTApDZkJiUYDRdB27fKDa5ML6dt4vthbr8GrHoslZo1pNsAwPpB2g8glrCkHbaZnBsg0YwLGcPRMSoUkd4D/QIT/d+pAPt65yIzrkc8knbMkx7xU7dETGjejQVti7cpff23/BbrOWJEHBdjzgVuuQRBbsZR32R9btQ+0IunJUsuWB0ByplEPVoRsMrbezy3AHiJwcpi3HPC66PM62uBUfshGMeJhvcjt6xLXwyCbwuWp7Xgt+oNvW57mi7bXHZ8I62d9VlzIOX5zAHn8LPNtyzKeT+3yYXZuaJfCl06XQpDJDF9YeMBcFf6zzNlJoXo8fuspkVjMOdgYiRnFk0jKxUSPBQCQndnV1AOrBsXSfxe53k5Xlq5/PYpV9u/0Gnf0sT/J5MZtxPAmgn8XD97yYsvp+1cHzLI3zrGOwbiu3VWMZnXEV5J22rXnAsR51L/GyRLWZeJZX9f7Vvn25et9HFTD75WYB5lWiPiBsGiDWwfOs46Ar9yq/717fXJ/RrG9DU8zqy/c3WX8+aNbGwvgL5avxnLPE64xLMc2aYkpGwLTX8LxYt3/qOuUYi/pZ1ce5PpVVl3DMW9frnIHSh3giK5iwCoEwpZ71ZnjIZ+IHc1m3qe3zIJ5pLepEhjA7idIDU8+qeJnAoerwqNgsi6T4v12R09MxYxNwoCUDHdLTMYc64M91v0NHjvmHvS/yYXGFt8c3+ZtPvkZuAv5gcJOxDrnd3SMKFEIYlJZkOmQ7GtIKcnbiPp/a3COS2h0nSSwsW99TLXITlhrhbjCa0pFbZt+CyxvRIa+nDzl0DG9PpQRCcz3okZuQjsisTMJNdfry2mCrCloZxojUaat92H5soZQqu6MQzo7OaptvRAflw6avY3pOSmJlFzFtOebt8U1yE/JEbZSsMFAC7pGO6KkWIxOxGxyXVQGbzomRCac+96BhpKOyVC9Qum9Ul6tHVa5R14wGmCm2uUmPWX+/SjxtPbKP85xeXvYaPvnZ6UDz0z6GU9KBhn5X9W1ulpOclHDMi1VnQ32Z+iaWubpNqz47Zsmglo368ZiVrwInZ4FmtXea75r6nxUXUqpxGWVcMs5rjCagXP2sbv81t61z8FRetM6s/hZVLpwVs9qrjsbnsc++6Mmt+JC2HPP++Bq5FuVwz057WaFAVNOMjXTEjeiYu6rr2jKw5DSlZ1BXjVLGISYeob589YHqkMqJ7CAyio7IiYQmFpocyYFq863hp7gWHnGg2vyFzW/x7fHL/Orep9kft3kw3ORL2x9zf7xJL0+40e5xnFsguD9q0wkyOuGY3ajPRjAupS1gH4Ifji2TbS37Ul6I9nkh2uejfIed4Jh7+RWkO0d9ye5U5Ehh2A763BnvlnIMu78ajDv2wh03z+Cg6coRH+W7vBw9IceCzZGJ6Dv/Z7AANzPY6cuKz3P12GnHULfl2DL6RAx0QleO0Eju5Lu8PbzB7fQxX2+9y321SYqtzuiTNaXR9HViNdAuSTAQlknLhE3gq5bvlk6CU2WULaMWVKaATXls61FnwUYmOuGwM2vQXAfPFzFZqC4nOM+H/NRgxjQXhllVanbe23zaaALPTWyqj3nnRhMTO9PDvrZs1fHF9zlVFInpokHVtuuA2a6/+rPpPH2Mm9yk/PVZHczXz5NVB1NNs6fz4iKek8DEju4ygEvg/FRDYhrB86yiBssWCKkuOyuqGsymvpZpY9VYBKqXBdAP8k3As8KUpaRzExABGlMCM8AlsynGJphKVgkwpHJsZQK17GWFXKhvXkXTHWCci8VEahI5p4dIqskDBYMEIjQvhwf0dcLN8JDb0WO+l71AW475md0fcqxS/u5HX+Kjo89xrdMvB1bSMc4A+1mL/azFw6DLT2x9SCQVn4y32QgtCB6omNzs0A1GPMy6jHXErWif2/FjJJqebjHxcg7pyDFtObAOJQR8KnnEB/lVboaHfGt4m6+133HylKjU8XrJgkISo3g5euIGLYpf7b/FoWqxEYx4I3lQsssjbX0ntoO+1RSjS3CbSsti93TKsUq5Hh0ROM36yFg2+Vu9V1BG0FdJWd7Xasp1mdQYYFzJ7cl1ILGFXmKs3rq06nNFUvw+ebDsQXjg2qsmAFa13uVxqCxjC6FM3Emq58mih6Wc8RBfJ6A+ywP7/P2Zp491VT87b51ZcR565mXXOQ0YnKdnbtqXE0VIGtabyM4q6zsiwn9f1ymXn7tlorKt5fTLi6L6nFv2OM1brj7orEuZpo5BKdlQU+v75arr17+vX4fNkqmT0ox5A6KLF9O5PX/Y4+JRGT/isYx848Q6K5TDrses4ghnLYpw1qhuc1XCUZ3GqwNohSSS9sZmQWBQmb6zp3JmQo50y2p5TTK175EoSl/idYCOE8UnHEPuJRtj5+Lgt31PbdDTKQOTkDk2s2cicgSHOqErCt6MHnIz6HMjGPKZ+B7aSF6PH/JSvMftrT020zHHWYI2guMsYW/YBqCfxxQmIA0KBkXM+8NrbAQjQqnZz9vs520+GW5zZ3gFZSQb4ZjH+QY93aLv5AuWjQ3pymH5e3jZSkdkXAt7REJxpFM+ndwv7ZW8JCNylnMdkTnbJVHqIVOh+PHWB7yZ3ifXIb/We4OB0yLnJmCsIw5Uh0ioUidZPT/bMmMjGJWVDkc64kG+xXf7L9DLE44yq+l+XHT5zuBlJJZhtoz2pLiJt6irJjP5giueSbe/pWXLYtRU2W57jgUnWFCYP81brVJWnjsr3gvW+WC9yFPBTdt2crp/eb3oKrGq1nxVSUd1nfprXf3O+m2bJAvT995pWYV3wfAguv7y0q4mOYZtz5zoex3yl9NKNubFLCnMLLKkPis063g3vYeTev1Z5/tlXMy4BM7PScwqRnJWlrip+tiy68xr5yze1bO+C9BTFZ1GOirBqdcPB2hSkXGkUgveKglo3nO3rlFt7J8JMzhrfxv334FnsDfHgU4Y6IS+Y1Kl24f3sus8Ul1bzMMEtJ2kYkvmdIVhYAL6JuaJ2uB/+uRn+Nbxq7zc2uc/vv3LbKdDch3QiTJyNbmE94Zt7va32Bu2Ocha7OcdusHIMZWGF1sHPBhsMjYh+3mbvkp4mG/SU2nJyn42/YSebtGWY7pyWILKzAREomA3OMYXhYmE4r6yVfp+f/xiabH0RHfom9iy665dbWySYkeO+WzrE77cucODfIvf7b/CvXzbsUOitPTLTGinTNH0dMp+0WG/6HBYtG3lRtXhzniHbz18GW0E/SLm7aNr/JNHbxKg+fX+G7weP5yyIfRsrwe6cUU3nxGcAMgKMaVZBzuQqCYs1s8Ff2zK7+osVUPG/lRbTLN786L6sK97zNYf5k3L+c9hvez1ecdpQfNFHSj4OA2QXrS/8wB0E4j269QBc9O5Nmt76/fu+jY+TVC4aADRXEdgotOurnOaWKRdn7f8hYtLO7oyLqUazyDmSTbmJWQsW8nvTOV1G9adqStcop95y5RMnZMdNGcinwTPXtqRmwCtRDml71fzyXBTZvzu/VFFXzttS6RBnJRrVPXOq3nx6nL630s2BjqhG4wYmchVQtTuc/v/oYnoypw9HfC97CYvhvt8Of2Q9zaucTt9QiJzDlSbf/X6d/gHj77Ardah3acsIRCGTpRZD+eg4LhIyE3gmHlJiEIKw0/s3OFJtgFAS2YkoiByrKxPaLwZHlpAryI+zna5ER0SoOkGQzIT0Ba2Mt9AJ9wMDvlG7wt8vvUx3x69wmvxQ8vqYui7NtPKb/FCuG9BWgC7wTG/J17incF1RjqiG4zs9kYBbZkREDIycVlg5rhI2AxH/P7gBe70d7iSDPjJm+9zkLfo5wmPB22+dvMOibT71DcxfZ2U1QU9aA0wpUwjQJA70Gw9ng1KaOLK9Kz/1WOhGLkkwdS5e1QTEr1Uww/Wcmz5cF+Upc5AzQeAE/C8bLEeOAkUlgGLFxVQLpZUrL7dp5V3nGa5s8Y8nfMqy80bHJ0EtWpKv19dv2m/TyvLOG2ch+550XnUdCyaYplBaF2iMa0Rf77B5B+meH5ohucg1iF9OCvoPQ/5xXlJOqrtVlmKJiP5JqN5/9lYW53sQCWMtfU29lP1pUewK5ywGxxPKhFiiJ31mv3fOmv4V7ltFfbZv5/1qrLOJzVxpmSelRHl9H3GREowcjKA3eCYjsh5pGx57beSu/zJ9tv82uEb7ITH/Omr3+e11mMKIxnnIRvxmChQtMKcJCwotOQgb7MVDtkIxlPbsRsf0wnHbIRjxiYsWXGN5JP8CgeqTU+1eJBvoxB2myuDuvey644pt6+f6f4+//f+F0hlzgf5NUbaft7TLX61/xY9nfJRscMnxXaZeHekU7pyyJfSO/zxzbd5M73PYdEikQU/OL7F/3Hvy/y/B29yZ7zLQCVEQrEZjshNwFDFHIxbdIKsLJTzUueA4Tjmh4fXGeiYH/RvOL34gR34Yd1WPGiu2sB5/TNUKlByskRw38Tl71zVyNcZ5xJAu4IQ1fOoSXhe/hIAACAASURBVKKx+MG9vspwzzLOex+eBvB4VuBmWTZ63jLLOnNU5TBNoG6RLKO+3KJ+mtq4CCDytOzvomO8TtnKUwufHLjO13Mcl4zzmqKuI15k5TOLda62sUw79eVn9bVMrOL6sSiW6VNXvG/r7DMs96D1N9uxDsmFTxoMyY0qQazCl422y74Y7pdSAumY4VQMOdBt/GYr5BR4Vg6Mz6oq6Jlq6RhCn5iGCRnrqEw2s0x5SCQK9tRGmYSnRV4ymZFQXAv6dETBteCIn7vyG9xXm+yplH/r6q/zi/d/muMiIRSKr+1+gLxq+M0nrxLLgsIEtmiMCnmvt8urrScAvNO7xhe3PrFJkFpyIzriXrbF1egYheCJ2qBjxoxMxGHRZic85lp4xA9Ht7gRWmZ7ZCI00hZQUSmBsAlzO8ExP3f1m/R1Qk+3Sga7I8d8OnnAkU6RaO4X2+QmZDvok8qc3xy+xrWwx254zEjHfK79ScnOhlJR6IA/OL5ONxyTG8m12JZRfzTa4LNX7jPWIZ1wTCQ0QxVxe3ePNMh5OO7yJ7bf4Rt7X+Cnt3/Abng8VZTEu2TETp+pjSylGBNHDVHusy+TG2DKWaHchOAYenDXoJkUdYHAMdRRI1iuJx7Z9xOJT1PM8kW/6FEf9PqYtw+Nrgdz7gdnkWgsO4V+kWIZNnqernZZW7tZbU3amc9CnyWaroc6Y7tMLEriW3b9VWOVRN5Zx1pcpPPuOZdXrDOen7vvBY6my3hdLO2JBLQldMRVH+lVkhFXXX5eO6suV2ef5643o5Q3MKWBvl9sMzIRm85LGCaMou3f9tmVoxO61WpUmejy/xoLWAXUfl+ksNpYL4EYGcuGB0IzMjHKSJ6ojbLaHuDAs69wB6+GA/om5oPsGm3p5AEIXtt4zL9+41u8nj7k1x69RhQoMl+mXNskyt20z0DFSGEotHXL8Gz7g3yToYqndOJ9neAdK6QwHKg2t+IDchOW/s8Hql2xpLLFSjS2QuPd/AqRKEomvSrx0Ug25bAEniMd8UZyn0dF1wFuW5xkNzhmKxjyarpHNxrxqc4TWkHOjaRX/ua7SZ9uOOJGcgRAJxyzHQ3QRlAYW3r8cd7lZ6/+Ft8bvkRHZO6YR+Ux9lOkHih7eUk1Ez/AlJIMWya4mPp964PaqoVhWTyiIg2plh72x8/30/TgnMdKNZ2Ds+LEuVpZd1EbTTM/i2aE6jELIDdtR13jvdw2XrwH+jyP+ur9q34va7q3LYplGczTMtbN7HXzNq7yWywLgJs00qeJVQHwOhNoZ7XTlBR4GRc/LhnnZxh1gLmI8V0Xs1xtr9GWzrUza3vWAa6rbfl+qoBkFR/r6nHJTUBPpS5ZMEcZwXYwIHYVBAM099UWAF05tMCaEUcVRwWYrTkFauCqspzTSEu0HU0Z+xlARIHE+hL3VAvlqvV5lw+gBGYKwchZoLVRbMsRqci5Jgt+kG3xl27+UxSCv3L3Z3ipfUAsFa9tPObjwTYjFSGEIQ0KjrKU49Q6Zhgj+HCww830iFZgNdc3k8OpREmvw85NgHZSkpScY91mKxjQUyltOUYZUSbW+YTLjpO7jHQ0NYg4UO1yPzMT8Cjb5NX4EQOd0JZjbsePGemIzEkllLNci6RNTtoKhjweb7iEJUVbZrSTjIOiTUtmREKhjSCUms9t3eOHvRsAvD+8ylfa7/HF9kdu3wwjI1FC0BEZvgJgWbDFAWTLKquTDzCh6ZC538bb0k2Ar/09i7JaYcCkFLdfdpFGtOnz0xb+qA5u5i1X/a5pnXnrzVpuFab4PGNVVvUsyzT37+6jFYvNZZaf9f8y98Nlz5vT6LkXWp6eA2heddmnHXXmfx4jvsz52CQRuzBxyTiXcck4n2Osqjk+LSCdxxTPcrtoYrBntXtaBvusMetGPVWeu8pUY5x/s9U820IfLR4Vm2UCl7dfO1BtUpGjjOSh6jIwievzZPb4IueCKoPoQaNnGGOXnW7ZZ1VKOHxCojKSvnPdAAvkPsh3AHg332VkJJEDtB+phG/3X+UfHX2eSCi2ohEBmhc6h7zVvs9uYlnXdmjLaLfDbKLtTvtkKmQv63CQt8rEQYkpj5WvapibgDvjXbSR9LSt1veD4S0OVZtD1WFPbXCkW+V3Xgd9Mzpwvst2//o6Lp0q7udbaCTdYEhPt/go3+F3BrcnZW6N4EC1uZdvE6DZCfq81b5PKnPe7DzgetwjkQXtIENhpSh1/+9WkPNW94HVkhcx//vjrwFwoNtkJigL0GSOeQem7Oa8dZ4fTFTdUfysQODOMZvYaaZssbyW2v/+k/PypIvFsmCyzgAuD3imC1asss5powq8V2HEV41l9b7LxLpBmWdiq/eodSXNrcJEn+acqa97Xol/s45508Bgngxlnfrjpnv7qnFhAe9lrD0uGeenELOcKprirMD0rMmFq5ZZXabNepwo9FJjuFd1F6m24cN7A2shQUKgXXELmRGJgjfi+wQYtoMBAHtqowRCTTfAiWn+YkYnEGbCPMOEfQYQtkT4pMR1UeqjAwzbMkMHPQusnSxDYvha+x3L3krFu/1r/Hr4BklQsJd3+EznPu8Nr7GftTCl1tpYp4mgw/WkRyfMuNO7AsB2NCy3daxDpDCMdQQSeiplqKIyEU8KW7Z7Kxy6stP2lvE479IOxkg0HZmV4Ll+HDITMDJxKZUB28dAWWb7bn6Fa+ERj4tueUzu5dtcDY9pyzFtOeZevk0iCq5Gx1ZTHfbpFWnJNgMMnSRlIxxzMGqRdnI+1X7Mg3zLWusFI3aD46nti1HlAzISyu6bkUROA525QYdPBPTyixiFFnIKMNcrTc7SNtvfeX5m/iw9ZBUILT/N/fTY3ouS/LcK6FkH2Gm8H52jw8QqhbFmgedlddHV/paJRYxpU7+rVsitxjJa76aoX2f+/TqkGavMFj0/YS4Z50pcAudnFMvYtDWtM8sazsdZgHc1WW/RNq3L8m7adcCcAM+rPoAsWMElcDkZgp7cGEcmYqQjDmSbF8MjIjHiwOlrR0RlBakT7daOq9dEl9vv98n47ahMWRvttMmylG/kOnAsprXO6+kWu8Ex7zm2+WZwxM3gCIkhFZqx0byd3WSgbAGQv3/387ywccjd4y0+7m8DEElFYSS9PEUbgTaiLMXdCnKiQBEHBQd5i6GKuJUe0pYZD/OulWY4R5KxjhjrgrEOaQcZEmOPJ4KxCsl1wCvJEwtc8SxtOFVpr8p0piIrgaV0uuh2MCbXYcl0X4+sXnmsI3oq5YPRLrfTJ0Si4FZ0wPvja1PH/1OtR7wzuM5uZKso7mUd9rI2V5Njvnr1Qx6MrT+1MpJ72Ra34kNuhgfl76iNRAm7VdZVw2+zRjn5SSpyMoISPCtnI6hwrBST8uB2AOT3OZipba7qmqvhH+TV6oCLbK18/Gg9oE/GeTB562rzaViwLdP3quBz+UHI6vKLZUmGWdt82vN5mWui6ZpaFSzPI1hmbU896sfowocB9PPv7LOuuATOFzDmFkiYlWSwDuaE5Zw+1tl2HURP7ccKmu4yIQ/rfJDInLGOpqbdRjpCOc2xL9FttcS6TGpbdT/LwYy7mU7dhCssc90fOpE52kiOdcRGMEIZm2C3LQfl9H8kNHs6ZVuO+ebwNb7eepcATTvI2In7FCbgIGpx72iTqxt9ewy1BKnLh5JG0HdgO5SaQlvGe1BY4DzQMVvhkP28XfofT6YszaTing7K/29ERyhsgl8qcvtX5k5f3uJaeFQ5Pu4gVMq1BsLwMNvkenyEFJrMhE7mohkQc1SkPBx3uZkclmDz9fQh3+2/yPW4R4B9AN5Mjni3f43b7SfsxH3GOrTMsysxfm+0ya30CClMCaJTOS4rCtrS67J0MslMwBO1gbeTGwmrV54MCCaWdV4GEWCgMkNSen470OzfT50zDaC5+hdOV5DkNI4DFymqgOQsWs96afKmWLb95wXYVOUhqzDS5xmrAuZ566yn3+WuqWXY57OeF8/LeXUZzXEJnNcY84DnefU3K5YBgLMSA9e9D347FyUdnlYqUgXN1UhkXvFs1qU0woOmH2Q36OmUa+ERHWElHB4cnab/KlvtQXS1uAqmmjQI2gF2W3jDanwlutRbvxE9YluO6emYnfCYHZnxx9rv0tMxPxi/wN97+CWeDDr87Kd+l989fJGios3VRmAc63ycJ2TKsqD9PCEJC26kPes04fTNFjBbDaX3fbYPOAu0cxOgtSCRNoHxWFmpxIiIx3mXbjDiSthHCuuf7aUZ3qkjEsVU0uDV6JjDos1WOCB3SXSZCZ01nJVgPMw2eSXZAwEROT88vAFbcDt9YrdbB9xKD7kzvMJmOC4HSZkOaQU5/SJmqCI2gjEvxXsc6DabzkElEgUKy/DaVEnDntrgQLVpyzE9tVFWGoyFYiew0pGRto4cfuA1ZUcHpaTjxLm5ZFZ99fNV2OdFJYhnsX/LTuGvGquC+Lqk4CzOCU+rCuLKs2FLDgiqy6wmP1gvGFvU3qo67rMwzPVB1Srr2r5nnxPrYKHXFRcaUF9KNcq4BM5rimXB4Tr6mBWnYUthseZ41Vi0nes4Rqdl2DWSvg55VGwiheZmeEjXuVaMVES+uImpZK8TFmQVK7MqeLbfmxp4lmXFRJ+sNjCJdXhA09MxIxPxUHV5JdyjKwUf5Sm/N3qZx3mXtzYf8Pmtu3w6fUAqLfP7/eObjIqITFtgNywiYgd248Db3Blaga0aiLRsshbCuWRMEud8lDZ2gSqBdiInCXU7YZ+BjkvttnUOSUllXgJsKSI6clx6YV8Newx0zP3xFi+ne3wwusqLyT5gmfGrSZ+hip1Ewvb/QueQh+MuiSy4Eg6IpEIaw048KBngzXBEX9mCLaFU3B9tcj05JhIFHTl2VRsnAyTvpJER8N3hS7wSPwYolxmZCOS4HAgEfgbD/abVKVdfnVDWzovy/KhpgBc9nNeh1W0CynXwVv1/lr5/FnBZtB2z1jsPqUkTc/+s4zRWarOs4Fb3Lz69lGPVdVZhkev/V4HrrN/O5xnkc5ZZZywzazErVh2MzjonnqUM6DLmxyVwPqc4PbATp7KVO0ucNSnwLG4gZx1g1Pe9/r82Eu3kGwOdlOWvHxcbJB5M5REvR0/wVeGaQI/d3ibnET0TPE9t1wKHA++j7BotC3ZIoV11w5yBsb7C2ki+1nkXhaArR2yKMf94/7PcOb5C6BIKI6kqrLMk0wFpYMFfO8wZqrgs2iGFIWIClq3OOSwZaJskaEDb/chNgHTSi7GOSg20t5hLZU7fJM4+bkzumOTMhKQiQzkv66vhMRLDsUqtXKTocD064mrUs+4o2haP8bKbq7FN7jvI21yPjwjMRPM/0hFKS9pBRm4CCh3QN5JCS+6PuvxBdIs/2nmXI5PySriPcky/f6jFKDaCEQ+KLT6bfkLspBsDnXA97JWDmxhF5tjmzART/t+++M7kQek17Q5ol6f6yRkKmA8IlmGeZ8Ui8LasVrP+twmAV9/XQfo867112HCtCnbOqjNdxmZuXVrWswwuzluysWjbqt/r2qzciWWdDWf9d9TVgeqsxPoZv/1pZyBOA55XsZycFxcSNF8yzmVcAucLFsuA0LnJgUte6CeqKDWwz0/Tem6VaNqu6mf1MrHWs1eWLKlnUN8eXKcbjPha+x0LsIWFzpk5yRg2geb6d6W+tUH3PFuyYVlnhbTHXlPqbg90m64ccjM4JDeS3MC2zPhzG99DAh8Wm6Qi5wfZTe72txgVIVvJiBdaPZ6MO/Rzq20eFhGB1CUQHqmQnbjPYdEikrbConYyD20EkTQk0koZHo83yI1kOxqSyMJ+biSHhfVnPnblsKUwDHRMJBQpOR2nJQbKwYpClixuxzlmyMgeG2+D9zjvMtAx3WBEIDRtaYHw9wc3eCGxFQy3wqFlxYWy0g4KElEwlqE77pooUAxVBCEc5Snv9a+yE/Z5KX7Ct8cv81r80OqqKw/pr7feLcufd0TGgW4TO9cVe2xskmC1yE4VIHrQXE3gPTGwm5MceB5xnlO/TaB5lWn0WQz08xKrWMOdNc7KPK8TPC9ikCfXg88jiUq5nL9G/HXXBGpHCKqHrD4DRoPneIB5ahKdWXHW3/lCguXLaIxL4LymOA1TvGwswyifpioSNAPodVvSzd2OM7DOs7TNTWGZZwseU5mzn7f57MZdPpt+zK4c09NROY0PNILnRTGPrV42fNIdErZl34JPCRGK1ChyI/nt0auMTMS3e6/QKxJeaz/mdvcJT8Yd2mHGUEXOw1nQz2MyHSCdQ8lOYpMIPQiGaclMO8imvJWToCAB+kUC4XTikRZ2vYOizU7UJ3GVDX2yX+4SL/3DTRtBToT3rwb34BPgoWjPpPSLBG1EKd0AK3PRCHIdsBGMp6b+AwxaaCIUAxUTSk03sHZ6LR2QyIJQKnoqpSPHbMtBmdAYoKaYpRhbJjuSOW0xduXYc/vAd4mK3iXDe4M3RT05sHp9Po8gcVHMYqEXrbOugg8XSZ5RjfN0BHnaiaCzALMfUPrtGlSKSY0qBYFyglIipdAEM7a/au8omX4eBc6dqATd9Vkcns31dXpN/vz1Lk6qrwH9o3ffOm1cAucLGisVTlnzQ+M04Pm0yYiz4jRgurGIS+0zD+Y2wjEDldCVI/omZGRCnriEMO+icF7RpHVWxg1iHLviwWUqcg5Uh2vhEbmR9I0FfL99dJuvbr7PbnDMtfAIbSQjE/FX7/0LFDogDXPGKiQJCowRiJJtjuiEGX2VlN7Mk+2yxyqVecl+t2RGIgs+yHbLIi5+bCCN/b8TjBmqiFTaxLluOORBscVYW6ZpIxiV2mdtbDnwqmylyuS2ZUYQT34zL6fohqPS2UO7RLiqx7IUGqUjtsIhIyfveDHZ52G2yceDbV5qH3ArPuCjbJdIKN5I7peAvqqjBtgOJgmLtniNLtkyxOzpWIUGJLOLt//ox6oA4hI0n639pwWeZ4Hm0nXHhOQwRT740vaRKE4MMjWynPGZmqWoSDLszI0oB6F+wGrvFYlN3K2056/TVTyq5w3czuO8WoZVvpADawPGXMzr7FnEJXB+htEkj1gnYF6GmZjHPNe37UT7p7RuO0uchdVXyNJZYysYWv2wA08Z1k+4K4YLWlku5sk1mrTOgWOrtRHE0i7jJQ1dOUQbyQ/ym4xMxN3sCl/vvsNmMOKt6CHvFTt84+AL/PjGh4RS83DQJXKJgIH76ccqxLiqgt4a73G+wVZo91cKw3GR0Ary0tIvkhMI2AmzkqEutCSUE8u6CAXCniu2yl6MNpLH+QYAt2LYCgbO93nCRAPl1K0F1LZ9tGOWjGSg47IEeGFCrse9MolRGytv2S+s5rkbjBjpiK3QyivaMuOoSBkWEWMdEouCnfCYm+GhO+Y+ofekZCCHsp/yc+EZeunOnWaJwsxzYobcZ5UH9NN0jbiMix/nBZ7ntVkFzRMGWTg7UTvAlJVBqaxYNfZ1UpITVe17ZoLpXBHMlB2p98BXOA99l7yrmDynYuoAurmE/LzkWB9N1+TTkGJcSNB8GSfiEjivKc6S0HceYLnps0UAuumBfNbEw1ntnbccpPk4OD9nY3mKL6d3Sv2fB3PxCT1ds775PPZDCj3ROjNhczpyTEeMeSN+wIFucTt6zLWgT1so3iu2GOmYbz1+mYO8xd3jLfpZRBoJ2lFOHChCoQiUtW/LlH1thBmFDjguEkLpGdWATTFyANdKj3ITcFSk7MRW4lHoycPILxfUTquxc94odEBuJIdFi7bMyuOYVx6SdebYF67JTVAy25a1Htttcq4WI5WUoFoKw2HR5mrUK90vvKZyN+ozbEe82bnPtfBoqry2r3ioKuB4Wj6gHcM8rUsORG6394yynMu4jHXEOsHzIsBcLSTlwbLNCwkms3XG+uRHqFr1zMlslb8OS7mVS1T2oZGN++Wrd3qQHmBKOUjfJxYaXSZWl+v5QbJwrje1+3YVPC8Czac53j8SoPlSqlHGJXB+BrEqGF2GkVrV5ghO3iRPW4DhNAmJC8tqL9A+1/XNTX659SRBsKCuLccMdMwTtVEWvwDoBkPLmOD8kOckBJ5nVKvRpSKnIzJ6uoWSY7pyREcUJWh+ojb4X+/9JDc7tujIdmoZ5H4WsZWM6OcxuQoIpCYJCjIdEsuCI1dd8MGwy+e279EKcjYCW5q65yzkEBObvIO8xUYwRiHJtL1t+IIppV2dW9aX5d6OBuzlHXITcKhabASjMolHwxRY9r/1QMWMXUVBKQxb4bBMELRgePocHuuQq9Fxye4jNPeybW7FBy4htGAnHnCsUv7mw6/z45t3APha+x1yp/vuiILc1NkuNdFd65RIjidstHtAj9wDvF6oJ2h4YM+K00wHn8Vh4zJOxrzp+nVpsBfFWS06F4G5RUVRGh0uam4YdjZpol+eXI/KWmi68zISig4n8xDsd4Vr21dVrZzD1WvBHfKyFmfDNaaMBey+amdmrDeQJqKnbYKu768rR8Qun6G6TX4bD3SbbTmYYsH933U5o1zGj05cAuenHM8KNM9ab9bNtglEn1XzVWe1y7LanCy1DSfB87KsfpMPqt/2bjAkMyGfTh7YohsEYCaZ208zMbIe1elF66xhShcKO7VppSV9E9LTMcpIPsyuci2xNm33hpu8ufmQ7xc36Wf2AZergChQdKKMcRFynCVsJ5pBEREHiiQoeDju8mObHyGFrbg40hEDHZPKHCkMrSBnL2uXBUwkhrGOAFvxMHEPJ6Aso22lFlabnEor/7A+rJOEotwEU6XRfX+5CShMQK4C2jJDCVkCc+nAfNsx0N1SPy1sgRITMVS2KMuN6IitcMAHw10KHXAjOeLbvZeIHGvVlSM+k9zjRnBMJDR55aFaDSk0IxOxKcYoRNmfKtl3P6OzWqz7evpRjlmD+nXoUM8zgW9R1O9p9f+XBdJnYZzngWZvk+mZY5/o6mdhYnct+GiyOpyupuoTCe29rjoInFq38hyoapurjjWe6cbY7ZiUuc9BWNbbt9nTKQHWzjOr3G+8znpX9k/sf9Pz8Tw15RceoF/a0ZVxCZyfUpxG8nCeoLm6/qKbwbIPp1nJF01t6cpNcRHzfKKfJdjmxraEZxE0qcwdwzBZp5rNvSjWDbC9ZGTKgcJLCIwFbteCo5LN7ZuYgUnYzzu82XnAXtHhq5vvMzIRh50Wx3lMGuTEqeKtzQf87v6L9HPrOFEYSV5EaJMTS8XN9Ii2zBwTn7BftKfcNQod8Hi0QdQ6QiPYiiyrPdAxbZkBEMmCY5U6UB1OuXZE7qGmEKXv89iEjHREoSVjHdEKMvvgE7oEybGUk2RAI52tnQXgqciJQst2D1RC5Ozz7LGTNsHR215hSGTOr9x/nZ3WgMNxytXkmH06vBw/ccma7vwwzQ+wasJo6SaALBmtZxV18Nz0v4/nEWQ3XdMXJRlwGR/nebEMEXDe1Whn3fu1kRzoNn2dkJuAa+FRCZibwDEs97v44kEePJchJv0CUwB5qp+KRM7LpWwV0JNJhN7z3hYmskC6byzh0JHjss15RVeqfTdZLVaPxbpKnV9IAG0M6Itx3V2EuATOTyHOg2WG9V1Yp9FsrWI55aPax4kH/AzW+UR7S2q865INf5P2RTkkk2k8792rkSWrcdY4TRv1G2/mQPLIuVPkJiRwU6IpOZ0g43PtT/jO4GV2wj7vjq4z1iFDFXElHRIHij+18z1+OLjJTjIglJp+HvNk2CaSunTa2Aisp3IgNB+MdktvZrD2dJvhkNsbe+TO2i1AW5mGVCW77MO6YMiJtKLyoMtNUFYe9L+HFIZQKobKekAPdEymwxLs5iYgMqr0do5EwchE5DopEw5TkTPQiWPBKYG2B+ChVHzn4EVubvQYFyGfufKQW/EBf+/eF5HC0N0ccTPoo409ByfnkDt3jZPPVB7uUmhX3CUoH9pep6mc1GcdfuvLRL0896Ly3mcB0KdluVdd76KA4/OKVXJi1gGem8BcExD07jxHOuVRscluOHHtaQLN033Mn5k8kYA+1daEga6Wra/356VhXkPtdyFCoZFWZmcAoUlRjLCFpKq2eJTsuXfMmc4Bmiq2Um5d8+CgLuWZBZr956sMtBTiIkHny6jEJXA+x3iWlnKrxrLeoGcB6/U+qjfJeZKNcv0qGF5S23ziRmcEqbAgp6rXqxavOG2cNlms7rRRvbkqI1FClkxo38Rsi2Hp+rAbHHMrPmAnOObTyQO6cshH+S5/6+5XuZH2+CS7ws3kkEfZBmMVMipsRcB2lPFk0OGLV+8CNgHxnfEN7o22uJ72uDPc4UZiddMKyU5kpzJzE9B37huRUEjH6PrwLLk2onTaQLhqgy7Z0LdZHjcjrEezc88AeDje4FOdJyX49pIMgO8dv0gnHPNGK2c3OJ4cK6wLRycYl8VYAF5O9/mtBy/z6taIt6484FZ8yBfSj/jqa+/x7dGrTmc9ebBpI+ibiG1hWakYRd8llPpzWBtJ7B7cJWg1z86K7jycOapAu+n6qsa89poA/brlFs8qZrHOT0sb7fuaF4tAs13GkgZPlHXC2VMb3IwO2JbWoWY6yW9xNOXTVM+7ecnbdgBqoUl1UOgtIVORk4qckYnsd86RSCHKhEQvp/LkSLVv64ijStDcRO5M/kp8qW+FKGV9sbvSpajY31V2aRZr3PRbPDeFTy6lGmVcAuc1xiKgvM4HxHndlFdpd9X9qd80p2zaZoDnxn5ngOYqUJ7WOU/bGo1MhNKCXExsk84aS0s8ODkY8NXuZi3rWc2+ToiF4r7aZFsOSIViJzjms8knBELT0y0+yK/x3f6L/Imr7/Jq8ph/9ORzdMKMjTDjSjIgCQo2oxH3Bpu8ceURO3GfQGh+Z/Aqj8cbZDqgl6fsjdsksqATjnmnd40brR6tILeJhUXCXtbmtc5jhiqyrhxKW3mHNcVBrgAAHE1JREFUmOzfQMeO1TFTLLMHG/5vIgsio8r/Y1FwPTm2JbcJLass8/KYbIZD9vIOOp3YC36YXaUtMyKhuJ0+Zr/ocGe8yx9p3eV6dMTXbt7hu3u3GBQx+ZadYfhK+z1ejx/yq/03+ZmN36frZCdSGLoic/0JB4pxPs5FmRSlEIxUai2wjK4N7JrPq4sy/Vpnn5cp971Me6v2/zzE0wTBs+K0rHMdqNUBc24Ca8WpIwJh3Si6csj1oDe1zqqgOZoaJFX6nHlPP9nGZJ0JyE1FwUfFDu+Nr3M1tAP7TTcT1ddJeT6/EO1b1x83IIhRSCf1ss+JhjwYbDnvQChk6SBinXWmbCmhzDtpKsutEEvP4Frp2QSs+/aPTEIqcsw5ynQu4/Tx/IneLmAIP007I7yF1lnCX/D1EfKziNPuT329uqyiql2eNZW5CmieZsmqLK4tj5w5H9LchNZDufZaNuYte5ZkkrJAR8UCyhcV6OkWPR0TO01f7jTDh6rlnCZ6fCH5GCkMb3buM1Yhj4YbDAtbACVX1orulWSPq+ExvSLl3nDTukyEY25v7DF27hkvd2wFv6GK+HiwTSIVV5NjDvI2AL0i5ePR9hTb7Nlj5bypq6x6XZIihWGo4wmIdvKKoYoodMBYh6XUQxvJvdEW3XBENxgSiaL0bs1NUIJnLwlRRtCRY15Nn/CT19/n093HpStIgOFmcMRL8Z5jq6MTQCPAEDMpilMd9Gkjy+SoEx60lbjIIHEd96bnPc6a8LXOctbrjHnbpdwMz51ih9wEpZ65LceV61SXybirhG1blq9q1J9j9UTuagJitf+qA0ZfJ9wZ77CnNriTXQWsVONmeIhC8qjYrEjBdNlejCYSdiA/q//ILR8zybUIKu8nziHTTLYHy/61rCxpZEIyJutnSEYmZKATejo9V337qmG0XuvreY5LxvkcY5UH0rMGw4virImKs/TN/mZYZ55htg6wCTTP2t4qk1synkgwmsDxgn6avdq2X24RI90EmhfJPZRZ3QM4NyGB8cyIBXJHOiUNjrkW9AkwPCy6pKLgrfYD9osOT1SHQRHxcrTHb+Sf4vFxh7euPuTT7Ye0gozrcY9r4VGZZR5KTeokGI/HGxwXCVJoXmnt82C8SSILDrOUsQ6IZEA3HFFoSScY0wnG08dlTuKUB9HeP9rukymrC/r1Cx2ghZVfRFIRuMpVoVRcj3u05dhO0RpZVinMjS2R7UF/T7dIRc5WMOAP+jf4zMY9cm0HGQAZkkdFt2SuX48eOQcQMVUl0GojC/omJmViYejZ6Gqhh1n7fBl/uOJpMdXL5KjUvx+ZiJGO2A2slaMvCmTbO9u56u0m/T34hBdzo0xj+rOYiQSimnPQoeDl6AkPki2bE6FijlTK7eQJIxPyYrjPteBoGmw7oOxZ8CbrP/+ZxKCFG9A7Btrqm+26uQmnpEcBpjxaywzAZi3jwXbGZGYuFfnK9SHOL8ylVKMSl8D5HGIWyHxW4Li+Pasm98wDzasmCdb1zf67WeD5RDszQHMz8zxJQGsKxUQiUdoP1bK5Z4HnWcB3WY201+WtEhNGV4LE6fxCp+tT3I4fs6dG/KODz/NSss8Pxy/w87d+nY+yXdphxs+/8RtoI9kKBtzYOORBvoUUmgf5DntZm3aYsRMPyuMlsVZ0gbBOHBGCNLBMy1BFbIcDCpcIuBGMrSuJA8wRqjy+kyS7k4MY/91mOLTvjaZw+kZd0RQOlNUYbwVDXmntsxGM2Cs2SvB8f7zFC8mBZX+E5FZ8yKFq8Tjvsl+0GaqIl1r77OcdtsIhN6JD2nJMRxR8Nv2E+/k2u9FxRYMtiF1Z9APdKs+P3IRT7Jf9XcKS+b6M5zPOAnLnaVSflcyjyjbXwVrfVfYEC6C7cnSmvmZp3pueM14TXGd6q3/rn0/ckOxM5M2gz093fkBuAr6cfgiAt4mssuPVdqU4OYu5DNANMOSV91R8qANjpgYI1X2vR/W+ApQyEv+dv1f6xMeqi88f1hBCvAz8DeAmduTyi8aY/0EI8V8B/y7wyC36Xxhj/oFb5z8H/h2sO+h/ZIz5xnls2yVwXkeI5pvHuvTC67aRWtaiah2AedZ6pXaUiYdnHTwv2q558ow6MKuyKFUgrJDOikxPgWeYgPTTAqJ6AYFZMW9fq0C8fC9goBOCQNM3MZ9kV/hMco89V9Dlz25/h93gmK7MuFts8bjY4GevfgtlJL8zeJW9osNB3uLVdI+Ps12OVUooNEd5yp3+FX5q920SWZA6V4v74016eYIyglCqsliKQtIKJjd4L82QKCKpkMY4uYQtf+2ZHL8f2oiZg6TCBGXbYx1ykLfYjoYkTmOcitzqnQPrJb0ZDstCK29GB2wHfaJ8mx8ObpLInJvJEZ9KHvErB2+SyMJOgxrJfb3B3378Vf7Nq9/kenDMkbH76ZOLMmfLlTmZSCpz+jqhK4ekMi+Tk1aJefeKpof5MtfaPC/dectextmjClKXTRT0lTnPe3vqyW7ePz0Sip7aYDc4rs3Kman7cjXWrYv3/U3WmTVDVXGtQKCNIBWqZJAXSVLAkgC5k43Vv7PtmimA7v9a7/qCDPuMitzn2YJnQp1tryYbAuXsoZVoWNDspXjXnL48wFwcXw3Ds6gcWAD/qTHmW0KILvDbQohfct/998aY/666sBDis8DPAZ8DXgD+sRDiTWPM2nO2L4HzOcQ86cBpYtUs9rO2vSjmPZiXHQBUGbsSLFfAc9M6dX30qqB53eXDq3FehVPqpb19qVmFKx5CyIvRPtpIbodP+ERtuazzgh1Z8M18l5GO6Mohv3r8Fi/Fe/xgeIsHw036RYI2gu14yHGeUGhJX8XsBMcEGH44uMn9URewx7LQAUd5yrX0mD0dshUNKZzkotCSo6JVlub20STZKBNBhSlZaltqfLK8xNrUAfSLhEhYCzzvvpGbkJ5KuR0/IhLwSvKEbjDiQb7FpmPQ9kTBbnzMRjDi/niLKLXa7JfiPf5571O8EO3zncErPBl3eKQ22Q36dIQtw5165qoExgH3C3tsX4j2GZgEreWU9rkKoNdxrp3FxWDRssuybbAa0G5yKHheYh47vKy37iouG+cJnn2fk+2aFPex+QKhHVxWfMibXIh8LHJVWXTcmparM8rLtFdvdx6zXo1FOnTvmFHdFlnZvtS5aDTlQPi/Zf8zjo+XdVngHRDj5SSqPD86IpvJwP9hC2PMPeCee98TQnwfeHHOKn8e+FvGmDHwvhDiHeCPAr++7m27BM5rilkn+Xkl3izDGq+779MC5voydYmG/64Knue123zzXcw0w2y3A58dXX3ANZnwN8Ui0Dzz96m5fcyLKoD28hHr66yJoLRL68oR23LEy4Hmh3mL/aLDTthnWw55Kd5jT3XYy9q80X3I42yDoYpQxg5W0kDz01ffZjc85uNsF43gSjykMJJ+ETNSIWmQsxUNyXRIoW0p77EOOcxbjFVoC5kEGrDHzibi6BIk1JNdqoVeYGIHl7gqgmNt22wFOd3AAuLcBAx0zI1oosu8FvbK7wAyE9CWY9oy4/54i69uvM/d/Ap7WYe9qEMkNH8wukUkFNeSY16Ontjj2+A6EAvFgWpb7XfR5VC1eSneIwoKIlEQz0ieqgORRTkATzPx97xA+TLrXWRAvUhasW7pxbLgeR1JYgHGukG4mZLqvjTmi5zT4G8WYF72uM46fxYN9Kbu7Q3LePBczW0AiGqFWqxPvFhKcuKT/koJifubMu0fLWke0NZdmJ5pmLVjmatCiN+q/P+LxphfbFpQCHEb+DHgN4A/DvyHQoifB34Ly0rvY0H1Nyurfcx8oH3quEC/yvMbTZfpvGz1akbvMq9FUc1Arr7WFYu24yxWVNNTdZObd33/6/83A+rZoPlEFaolvTMXJ/rN0DrPedA19X3S0+Pky65blZlMfKcjoWz5cBc5hvtqq3SX6OmUn0g/5I3kAYlUvJLsEcuCVpDzarrHtfSY3WTA1bBnKyoKzbW4RyvI6BcxgyKmMEGZ0Be7qoBjbUtcA3RCb+E2Yceh4qLBtE+2NoKxK9E9sXuyYNsD6MJNK7dlRiJzHucbBGge5xv0dGr9t90Ap+/KkCusBORQdRjouJyajoSiFVggrRFcCfu0XVLjrhy6bZJ0HAtXekr//+2dXYwk11XHf6eqv2Zndj079u56bW9ib7AjAijB2MgEhFCCHMcgQqQgmQdikTwgPiTyhsGvRCgg/BCBsISClEgOToiD4gdCMCQRCsR2EEr8gW28jpd47fXa6/2YnZ3tr+rDQ93qqemt7q7u6dkZz/x/Umlqbn3c6nu6bv/r1rnndPfm3DKchbiZZi4Mo1BZQp3NfKOxkyjqT3bD6NqwPmHWkRMGXQ7SsrVoEI2QRGne2v3filk+tI06T5FonqTuwTYcNlo97DekbJ39NwyXvS1b85Ve73bo65Z8PTUu/12r5YRzVpYO3ERc9Fo/BOl2jdgyI067+225ZZhoXgAeAT7l7svA3wDvAt5HOiL9l9muBYdvSsci4TxDhonWSYXwIBs5dqOME8zlom2sRU/IH1tUx7D2Kzq2jIiG3ITCvvj0y/Yb9TmGiuOC8klieE7KoIjuhVeunTCZruMx+6xFNYxfXxufT1NPe8TTzSNc9CrH29f0O+O5uMM75s5wqHqeqvW40K2vq6/Ti7mU1Pqvnw/UV3j3wqm+eI4sHW2OzalYj32VTHxafyQ5E8ZZe+VHl/OjKWmoJychWjfJZ6WbhqlrRGkki6sql1iIW0TmvNraT7OXftpsct7euEmzV6PZq3Goeo6Vbp3TrQVi67FUWeHa2jIHaxeohOQxcRgF73gUQlX11mbfh+/JwTCafbR+iutqZ/vpetM2r6QPEtks/jHfRbHGqIfjrezzxt3Do7ZNm8yih00toMv2N5lABpi39tgwc6NsMc4uRQ9Gw0TzRhkUqxshE6sjxX+oK/OzbuQieKyJ4PVL1daL5/zDTb6uGmvJVbJJg9sBB7znM13KYGZVUtH8kLt/FcDdT7l74u494G9J3TEgHWE+kjv8BuC1WbVBHrlqzITLfcNm6box6BucsVkCbVxnNnrSYLltWXpVWJscuLbNxrZTkYvGKJ/mUaK5DGV8mIvskbfdJJ1gmRHxbGJj06tc7NZJsDQ0nTkXQsd0bPUgh+rLnE/meKl9kJPtRVq9CjfXX+dQ9RyrvTptr3Bt/TwnVhdJiFiMWrx37ke81D7Yb9N61O0L45hemmyg7zNpXEqqHKhdoNWtcqY9z95qk54bZ9rzHKovk1g6KtzqVej04v5585E38jasRgmtXoV3zJ2lEXWoR2m2sOtrZ1lJGqwkdW6Ze4M9UStNue31kJq8S8djrq2cp+lVbl94mXNze9IRYXpcVVnl1dZ+3jv/CgcqyzS9yoeXnmIp7tB0Y9666/wnG9blQJyOwicYjWqnn/wgxnm1u5+GdVgMIQGnZTeMuE7LuFfwg8wqK+E4n+fNsFmR68Y0gjp7YzOuXx0lhodNVC3zYDHsoWejornInaHo3IMMG7ktdo9Iw9ClbRh+Z7LvoBuxOXuj4qgX/QykBTbM9+nZKPXgdQ26YFbYqlykA7hvhqvGSMzMgM8Bz7n7A7nyw8H/GeCjwDNh/VHgi2b2AOnkwJuBJzfj2iScZ8gsxXLR8YO+spP+oBQxaec1rWgu2jcfaB8uzyxY9lqK6h2XxW1dlI0ZvGIvN9lq7TNnnWiS6zjHieVh7dv2mPmoxby16WQPIdZjT9ThV5Z+wPH2NbR6VX6i/hrPX7qO+UqL76zcwif3f5cOxuOX3skrzf1UooRGOEeCsZI02BO1mYvb1KMuC3GLlaTOW515gP7kwnrc5fq5c1SjNHFJ1Kv03SzmK621H3FLR5aXu3N9EZ62XUQl99myUfKVpM6+SpN6yPiViet61AmJUrq80DrMTzVOcC7Z09+eRcSIQntnqdUbUYfzrT3c2DjNu2qp6H7/3Ms0PabjUO3fTyn5sHwxTjOk+80mECZEHIiXg23KjcDt9mQjG2GUaBpGmQgQ01I44W9E/PLNYly7pJNwrb9fkevCsPPmyQvmfLuWdbuZ1UjzqIeZYRSJ1FEM83cu6qPL/A4XxY7OjhmcxJnFcs6PTO9Sfh74LeBpM/t+KPsT4DfN7H2kFjoO/A6Auz9rZl8G/oc0Isfvb0ZEDZBwnglG8c08qcgcNyI5CwE9bYc1K8FcdNyggIZyYfLWi9+10eZhojkeGJGeFUN9F0uMUk8rloddR5ra2ml6TNV63Fh5iwPxMktRk0eWb+X46tXsrTZZqlzklWSBxajJy62DvNlc4Kpak/PJPJE5x9sHWIibrPbSSYeReT8r4XX18xy/dDWnm/P82N7TRNZjb9zs+xJn+3eSnM+1x9BL/9ZzozVZ7NJMWGf7RjgHais0+qK517dtlgjlP5ZvptuLOVI9Q8M6PHnhKLfseZ0DleU0UQE9FuOLLMYX10LgBVulI9UJiRuLwV878eyavD8hqJf7YataAh6n7kQADvuiZl9E9x/8CsTEKGYxcjmNmNgsioTcrN6UTSOeYW3y71YyjZ036v9c5O98uevb5eJ/GDHed7cqG12jzCTAogmSk372ovOun2heLJ5H2SVLhJRdY1Jw/PqwdpdvHzX5M/s+DyY/GTzvdqCse8XM6nP/DsV+y/804phPA5/etIsKSDjPmOETAsv5Ag9SJKbzyUPWHz9cQG+VYC7z+mxQQI+rd7DucRE0RrlnlHWxGcbmuctc/vlHtUknJEJJzGgGn+fXk30cqZwDh6fbh3mjvZfInCONs3Q85mhlhfO9mFPtNNX2NbWV/rGL8Wo/esXB2gUW4iatkG3v1dYiiRv7ak3mK62+/3F2/sXqKqdae0PylCwyRodqlKwT093e2sTGzIaZiK5Ga37OF5JGOopsqVtHI+qwVLnI2e4ebpw/yVvJAitJg7mozdnuPKuVOo14JbTjmtBKPPWfXu3VQnazHj0z3kxqLEXtdS0eh1G6KHd8jJMEUdyP+T0wAlfWXrNmmOtAmYfqYWJ0nBAZdq5hx27kvIPHT3rfXUlbTBKSblYUnjfXRNUQMSjLijmqXx4mpPt1hPuyzGeZVjQPlk/7ADH4XelPVJ5w0l1+ZLjonho7em/rRXd2XZE5sTtNsgQp6TyQbN6G7+zJgW9bJJxnxEYE8ygG/YIH6xsloDfKNJ9pkldLg53Y4Hnzmf3G1TXo11wmKcVGRPO0gjnvrjFqn0FGhTXrizciEiIS0kkmVRJ6bsxbh1OdRU6sLlKLE/ZXLrKSNKiZsccS5qI2tRAzeSm+SMcjTnXSlLatXpWD1dRH+kx3vi92ex5xTf0iS5WLIclJxKWk1k9E0vOIbi+mGnfWfUfzP9pZO6RuFwnL3Ua6HjmdXvpDspLU2RO3aXqFesjhlXjE3vgSty+83P8xOtle5Pr6OZq9avpgGUL2ZTGvs3bKHjqfbx/m1saP+tfV9IgLXmUxCpFBPGvTIHaMNTeYXLvnR5q32whRnsEf+2Gv18eJuysh/Mq+OZtkUtzbiVlH2YA1u2ZiLaOMX3O+ny7KwJdtG9w/zySCuYhR+45rr6LvSv4ax4noy7ZPaZ7YvB/jIetXzvXSCdlnkoW+29eqpz1dextNDgSuuI/zdsZc+cc3jJm9CfzfVl9H4Brg9FZfhJgZsufOQzbdWcieO4vtZM93uvuBrb4IM/tn0naZJafd/a4Zn/OKIOG8wzCz/3L327b6OsRskD13HrLpzkL23FnInmIc2+g9gBBCCCGEENsXCWchhBBCCCFKIOG88yhMWynetsieOw/ZdGche+4sZE8xEvk4CyGEEEIIUQKNOAshhBBCCFECCWchhBBCCCFKIOG8TTCzvzCz583sKTP7RzNbzG37YzM7ZmYvmNmHcuV3hbJjZnZfrvwmM3vCzF40sy+ZWS2U18P/x8L2G6etQ4zGzH7DzJ41s56Z3TawTfbchajttx4z+zsze8PMnsmVLZnZY+H+eszM9odyM7PPBns9ZWa35o65N+z/opndmyv/GTN7OhzzWTOzaesQ4zGzI2b2LTN7LvS3fxjKZVOxebi7lm2wAHcClbD+GeAzYf09wA+AOnAT8BIQh+Ul4ChQC/u8JxzzZeCesP4g8Lth/feAB8P6PcCXpq1Dy1h7/jjwbuDbwG25ctlzFy5q++2xAL8I3Ao8kyv7c+C+sH5fru+9G/g6aa64O4AnQvkS8MPwd39Y3x+2PQn8XDjm68CHp6lDS2l7HgZuDet7gf8N/Z9sqmXTFo04bxPc/V/cvRv+fRy4Iax/BHjY3Vvu/jJwDPjZsBxz9x+6ext4GPhIeBr+APCVcPzngV/PnevzYf0rwAfD/hPVsRmff6fh7s+5+wsFm2TP3Ynafhvg7v8OnBkozt9Hg/fXFzzlcWDRzA4DHwIec/cz7n4WeAy4K2zb5+7fdXcHvkDxvVqmDlECdz/p7v8d1i8AzwHXI5uKTUTCeXvyCdInVkg7gVdy206EsmHlVwPnciI8K193rrD9fNh/0jrE9MieuxO1/fblkLufhFSIAQdD+aT30fVhfbB8mjrEhARXtZ8GnkA2FZtIZasvYDdhZv8KXFuw6X53/1rY536gCzyUHVawv1P80OMj9h91rknrEJSzZ9FhBWWy585nlB3F9mTS+2saG+t7MQPMbAF4BPiUuy8HN+TCXQvKZFMxERLOVxB3/+VR28OEhF8FPhheC0H6tHokt9sNwGthvaj8NOmroUoYhczvn53rhJlVgKtIX1tOWodgvD2HIHvuTkbZRGwtp8zssLufDK/U3wjlw2x2AvilgfJvh/IbCvafpg5REjOrkormh9z9q6FYNhWbhlw1tglmdhfwR8CvuftqbtOjwD2WRlC4CbiZdLLC94CbLY24UCOdHPZoENzfAj4Wjr8X+FruXNls4Y8B3wz7T1THZnz+XYTsuTtR229f8vfR4P318RAl4Q7gfHgl/w3gTjPbHyIp3Al8I2y7YGZ3hLkGH6f4Xi1ThyhBaOfPAc+5+wO5TbKp2Dy2alailvUL6QSuV4Dvh+XB3Lb7SWfkv0CY0RvK7yadRfwSqXtAVn6UVCgdA/4BqIfyRvj/WNh+dNo6tIy150dJRx5awCnSTlj23MWL2n7rF+DvgZNAJ9yfnySdF/BvwIvh71LY14C/DvZ6mvXRcT4R7rtjwG/nym8DngnH/BVr2XknrkNLKXv+AqkbxFO53867ZVMtm7ko5bYQQgghhBAlkKuGEEIIIYQQJZBwFkIIIYQQogQSzkIIIYQQQpRAwlkIIYQQQogSSDgLIYQQQghRAglnIYQQQgghSiDhLIQQQgghRAkknIUQYpMxs9vN7Ckza5jZvJk9a2Y/udXXJYQQYjKUAEUIIa4AZvanpNke54AT7v5nW3xJQgghJkTCWQghrgBmVgO+BzSB97t7ssWXJIQQYkLkqiGEEFeGJWAB2Es68iyEEOJthkachRDiCmBmjwIPAzcBh939D7b4koQQQkxIZasvQAghdjpm9nGg6+5fNLMY+E8z+4C7f3Orr00IIUR5NOIshBBCCCFECeTjLIQQQgghRAkknIUQQgghhCiBhLMQQgghhBAlkHAWQgghhBCiBBLOQgghhBBClEDCWQghhBBCiBJIOAshhBBCCFGC/wfkBm+diiFxqAAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 864x576 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"mean_temp.plot.imshow(figsize=(12,8))"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 14.8 s, sys: 2.73 s, total: 17.5 s\n",
"Wall time: 1min 45s\n"
]
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%time\n",
"t1d = ds['T2D'][:,1000,1000].persist()\n",
"t1d.plot()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python [conda env:IOOS]",
"language": "python",
"name": "conda-env-IOOS-py"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment