diff --git a/how_to_best_compute_radheating.ipynb b/how_to_best_compute_radheating.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "5a5ea765-7742-483a-813b-84acf699dc80",
+   "metadata": {},
+   "source": [
+    "# How shall radiative heating be best diagnosed from CloudSat/Calipso 2B-FLXHR-LIDAR?\n",
+    "\n",
+    "The purpose of this notebook is to settle on the \"best\" way to diagnose radiative heating from the radiative fluxes provided by 2B-FLXHR-LIDAR dataset. Best here means that the approach works equally well for all-sky and clear-sky radiative heating and for shortwave and longwave, and that the all-sky heating rates are in close agreement with the radiative heating QR provided also by 2B-FLXHR-LIDAR.\n",
+    "\n",
+    "**Result: The preferred approach is to derive heating rates from the vertical flux difference divided by the pressure level thickness (approach 3). Approach 2 (based on density) gives the same result though.**"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b676ac5d-a2bf-4a75-baac-3dca50514e67",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import rioxarray as rxr\n",
+    "import xarray as xr\n",
+    "import astropy\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "import warnings\n",
+    "warnings.filterwarnings(\"ignore\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "205f7f28-069e-47b6-ad71-20b8d9834eeb",
+   "metadata": {},
+   "source": [
+    "## Helper functions to read longitude, latitude and height.\n",
+    "\n",
+    "Note, however, that plots with lat or lon as the x-axis do not work because lat and lon are not strictly increasing or deceasing as a function of the granule's orbit track."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "6f98cb1b-e245-43fc-b240-bdb4fedf8ef7",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "def get_lon_lat(fname):\n",
+    "    \"\"\"\n",
+    "    Get geographical position for hdf4 file.\n",
+    "    Adapted from https://gitlab.phaidra.org/climate/icon_2.3.0_ice-mp_rad_vis/-/blob/master/CloudSat/CloudSat_read.py\n",
+    "\n",
+    "    Input:\n",
+    "    - fname: full path of hdf file (string)\n",
+    "    Output:\n",
+    "    - longitude: longitude in deg for each ray\n",
+    "    - latitude:  latitude in deg for each ray\n",
+    "    \"\"\"\n",
+    "    import numpy as np\n",
+    "    from pyhdf import HDF, VS\n",
+    "    h  = HDF.HDF(fname)\n",
+    "    vs = h.vstart()\n",
+    "    # latitude\n",
+    "    latid = vs.attach(vs.find('Latitude'))\n",
+    "    latid.setfields('Latitude')\n",
+    "    nrecs, _, _, _, _ = latid.inquire()\n",
+    "    latitude = np.array(latid.read(nRec=nrecs)).squeeze()\n",
+    "    latid.detach()\n",
+    "    # longitude\n",
+    "    lonid = vs.attach(vs.find('Longitude'))\n",
+    "    lonid.setfields('Longitude')\n",
+    "    nrecs, _, _, _, _ = lonid.inquire()\n",
+    "    longitude = np.array(lonid.read(nRec=nrecs)).squeeze()\n",
+    "    lonid.detach()\n",
+    "    return longitude, latitude"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "d7bfe4d4-ad05-4228-bd0d-2753d157272d",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "def get_height(fname):\n",
+    "    \"\"\"\n",
+    "    Get 2d height array for hdf4 file.\n",
+    "\n",
+    "    Input:\n",
+    "    - fname: full path of hdf file (string)\n",
+    "    Output:\n",
+    "    - height: 2d numpy array with dimensions nray x levels\n",
+    "    \"\"\"\n",
+    "    import numpy as np\n",
+    "    from pyhdf.SD import SD, SDC\n",
+    "    hdf = SD(fname, SDC.READ)\n",
+    "    height = hdf.select('Height')\n",
+    "    height = height[:,:]\n",
+    "    return height"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7ccc15fe-c3d6-4fbd-9e03-1872d825b959",
+   "metadata": {},
+   "source": [
+    "## Read in the pair of 2B-FLXHR-LIDAR and ECMWF-AUX files for a single granule."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "b90638ee-c9f5-40c1-9ee2-afa3df94bc18",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from pathlib import Path\n",
+    "\n",
+    "granule=\"2006250192405_01929_CS_2B-FLXHR-LIDAR_GRANULE_P2_R05_E02_F00.hdf\"\n",
+    "\n",
+    "# file_cs is the Path object to the 2B-FLXHR-LIDAR file\n",
+    "# file_ec ist the Path object to the ECMWF-AUX file\n",
+    "for file_cs in Path(\"/jetfs/shared-data/CLOUDSAT/Data/2B-FLXHR-LIDAR.P2_R05/\").rglob(granule):\n",
+    "    file_ec = Path(str(file_cs).replace(\"/2B-FLXHR-LIDAR.P2_R05/\",\"/ECMWF-AUX.P1_R05/\").replace(\"_CS_2B-FLXHR-LIDAR_GRANULE_P2_\",\"_CS_ECMWF-AUX_GRANULE_P1_\"))\n",
+    "    data_cs = rxr.open_rasterio(file_cs)\n",
+    "    data_ec = rxr.open_rasterio(file_ec)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "1c110dbc-8197-4149-9b19-09e062a353c8",
+   "metadata": {},
+   "source": [
+    "Read in geographical position and height."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "69ca33ed-238b-44c0-8123-116d1cd584b0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "lon, lat = get_lon_lat(str(file_cs))\n",
+    "height = get_height(str(file_cs))"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "83d58790-3a69-40c4-a685-58343f6e4735",
+   "metadata": {},
+   "source": [
+    "## Read in heating rate QR, radiative fluxes, pressure and temperature. Also, construct the net radiative fluxes from the up and downward fluxes.\n",
+    "\n",
+    "Set missing values to false. Note that the missing value information given in the metadata via the attributes is not always correct, as is not the missing value information provided at https://www.cloudsat.cira.colostate.edu/data-products/2b-flxhr-lidar. I therefore decided to derive the missing value information myself by monitoring the minimum values of the variables, and assuming that these are the missing values."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "81864960-464e-4f2b-bb46-985f4e98a001",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# all-sky heating rate provided by 2B-FLXR-LIDAR\n",
+    "QR = data_cs[1][\"QR\"]\n",
+    "missval = QR.min().values\n",
+    "QR = 0.01*xr.where(QR==missval, np.nan, QR)\n",
+    "\n",
+    "# all-sky fluxes\n",
+    "FD = data_cs[0][\"FD\"]\n",
+    "missval = FD.min().values\n",
+    "FD = 0.1*xr.where(FD==missval, np.nan, FD)\n",
+    "FU = data_cs[0][\"FU\"]\n",
+    "missval = FU.min().values\n",
+    "FU = 0.1*xr.where(FU==missval, np.nan, FU)\n",
+    "FN = FD - FU\n",
+    "\n",
+    "# clear-sky fluxes\n",
+    "FD_NC = data_cs[0][\"FD_NC\"]\n",
+    "missval = FD_NC.min().values\n",
+    "FD_NC = 0.1*xr.where(FD_NC==missval, np.nan, FD_NC)\n",
+    "FU_NC = data_cs[0][\"FU_NC\"]\n",
+    "missval = FU_NC.min().values\n",
+    "FU_NC = 0.1*xr.where(FU_NC==missval, np.nan, FU_NC)\n",
+    "FN_NC = FD_NC - FU_NC\n",
+    "\n",
+    "# pressure and temperature from ECMWF-AUX\n",
+    "P = data_ec[\"Pressure\"].squeeze()\n",
+    "missval = P.min().values\n",
+    "P = xr.where(P==missval, np.nan, P)\n",
+    "T = data_ec[\"Temperature\"].squeeze()\n",
+    "missval = T.min().values\n",
+    "T = xr.where(T==missval, np.nan, T)\n",
+    "\n",
+    "# pressure thickness of levels --> difference between half level pressures, \n",
+    "# the latter are calculated as the means of full level pressures\n",
+    "Phalf1 = 0.5*(P.shift(x=-1).values + P.shift(x=+0).values)\n",
+    "Phalf2 = 0.5*(P.shift(x=+0).values + P.shift(x=+1).values)\n",
+    "# Phalf1 and Phalf2 are the same arrays, but shifted vertically by one level\n",
+    "# dP can then be calculated as the absolte difference between the two\n",
+    "DP = np.abs(Phalf2-Phalf1)\n",
+    "# note: the same can be achieved as follows, and has the advantage to keep the xarray structure\n",
+    "DP = 0.5*(P.shift(x=-1) - P.shift(x=+1))\n",
+    "\n",
+    "# air density, ignoring the effects of moisture\n",
+    "RHO = P/(287.0*T)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "99959e54-b134-482b-9788-efdb03d0e5cb",
+   "metadata": {},
+   "source": [
+    "## Some plotting to make sure the data was read in and calculated correctly."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "b499bc74-237c-4bd2-8271-a6881f68dde9",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# height does vary by less than ~1m between geographical positions, so simply use the same height everywhere for plotting\n",
+    "# normalize from m to km\n",
+    "height1d = 0.001* np.mean(height,0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "7004d4e2-d622-489a-8d82-abafd3d2ab98",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "Text(0, 0.5, 'height / km')"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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9eyMqKgq7du1CXl4err/+esl9rrjiCmzbtg2ZmZkYPXo0NmzYgJiYGP77hx56CDfddBMcDgemT59uSB2UePjhh7F69WqMGzcO8+fPR7du3fDpp59i2bJluP/++3HxxRd7PEbPnj0RERGBd999F3369EFkZCQ6d+7MezJGjhyJRx55BAD4kfmIiAikp6dj8+bN6NevH+Li4vjjXX311WjRogVuueUWPProozhz5gxeeeUV/Pbbb5LnHz16NC666CJMnz4dx48fdwm7A4Du3btj/vz5eOKJJ3Dw4EFkZmaiTZs2OHHiBIqLi9GqVSvMmzdPc9uJUXue6OhoDBs2DP/617/Qvn17dO/eHfn5+XjjjTdcOigA+HmAK1asQFRUFMLDw5GQkCAZXqeF+fPnY9y4cRgzZgweeughNDY24l//+hciIyP94jUgCILwhWCz/VK0bt0a//znP/H4449j6tSpuOWWW/DLL79g3rx5CA8Px9y5czUf8/bbb8cLL7yA2267DU899RR69eqFjRs3YtOmTQCAZs1cZ6qSfSf7ThB+wZQUe4ThXHfddVyLFi34JTukuPnmm7nmzZtzx48f5zjO+8y1Z86c4e677z6uX79+XHR0NBcREcElJSVxc+fO5U6dOsWXEy9Bw3Ec9+2333IdO3bkBg0axC8/wnFNy9GEhYVxmZmZqq7XlzpwnHQm1MOHD3OTJ0/m2rVrx4WGhnJJSUncv/71L66xsZEvw7LW/+tf/5Ks1/vvv8/17t2bCw0NdWtftoxMYmKiyz5PP/00B8BlGRnG//3f/3H9+/fnwsPDuS5dunB///vfuY0bN8rep8cff5wDwHXt2tWl3kI++ugjbsSIEVx0dDQXFhbGdevWjbvhhhu4rVu3SpZnsKy2u3btctku99yoOc9PP/3ETZw4kWvTpg0XFRXFZWZmct9++y3XrVs37vbbb3c53pIlS7iEhAQuJCTEJWuwXFbbBx54wO0apI67fv16Ljk5mWvRogUXHx/PPfvss9xf//pXrk2bNortQRAEYTbBZvs5Tnr5OY5rWnKvX79+XIsWLbiYmBguOzvbbdm122+/nWvVqpXbMefOneuWybyyspK7/vrrucjISC4qKoqbOHEit2HDBg4Al5ub61KW7DvZd4LwBw6O4zi/jRoQhEr+7//+D+PHj8enn36KsWPHml0dIohpaGjAgAED0KVLF2zevNns6hAEQQQsdrP9zzzzDP7xj3+gsrISF110kdnVITRC9p2wOxRaT1iK77//HocPH8YjjzyCAQMGuMxFIwh/cNddd+Hqq69Gp06dcPz4cbz66qsoLS3Fiy++aHbVCIIgAhI72P6lS5cCAHr37o2GhgZs374d//73v3HbbbeRiLcJZN+JQIOEPGEppk+fjq+++gqDBg3CW2+9pTkbPEH4Sl1dHf72t7+hpqYGoaGhGDRoEDZs2OCSYZggCILQDzvY/pYtW+KFF17AoUOHUF9fj/j4eMyePRv/+Mc/zK4aoRKy70SgQaH1BEEQBEEQBEEQBGEjmnkuQhAEQRAEQRAEQRCEVSAhTxAEQRAEQRAEQRA2goQ8QRAEQRAEQRAEQdiIgE92d/78eRw9ehRRUVGWTJ5CEARhdTiOQ11dHTp37oxmzWj8l7AeZOsJgiB8g2y9/Qh4IX/06FF07drV7GoQBEHYniNHjvhtmaVujpY4jUYcbzxNHQrCI2TrCYIg9MGftj7d0Ra78DsOVh6md7gXBLyQj4qKAgD8WF7O/5+wDqGHd3u9r/PLrTrWxDcObNjj8nfPsYN9PsauoqMYktqZ///N867VtL8SrH6e9vHmOtQQfYW5S700dEsx9fx2o66uDr0SE/32Dt26dSuO4wxC0Qxr167FLbfc4pfzEvaFPZv/t3M/WkXq95xe2j4c3/18Rrfj+YtL24ebXQXdsfJ9MLu95dqG1cvMthO2DauH1vay8r23AlJtLPxObfudOlmHay9L9put/+2337AXtYhGc4yK74My7qRfzhtIBPzyc06nEzExMThx/Diio6PNrg4hILSiSFU5Z36e5mOX5xYjMXuoy79qScwe6nYcqf+LKSyo4v+flt7F7Zie6iDcHwBK6+pd/r5zTA/F/VduOsj/v09UmGJZYf3E52XfFxZUuV2HFML2EiJsL61EZ2R6dd/Fx1CiISHVp+MHE06nEx06dkRtba3h79Hz58+jQ0gEeqIlWiIEu/E7as6cQliY8jNNBDfM1m//9hAio6xh6zeWVRt27KykOMOOTRCEsQjfDf78LbPzCs+5saya/3v93oNYMCHFL7YeAAY4YvAzziID7fAfHMXukn3o37+/4ecNJALeI08QwUKfqDA38W8m3op4IrgZFRKHM2hEX0QjBMA3cGJ4eCcUcr+aXTXChujdYdZLnG8oOoKxqd6HkcrVI5gEvt4DJYHSdlJiTbjdE1lJcby4k/v9CMWf8P9G4+kazBDFRh5H6h56ukaleyZ3TiMHHeU4fPgwvkMdstERUWiOSxCFawZchiPcab/Xxc7QxEMiIPFGRPoqPJn3Ws6L7en4arzfnugTFebRG690fvbRqz5m4ckbT1iT06dPYxd+xxC0RnM44IADl6EN9qIWv/5KQp7QTlZSnK6de72O5YuIlyNQhKgZBFLbyT3zan4L4u/ZPlLb5fYJFoy+brl76M1+3pQxmlHdL0UCWqI9WgAABiEaNTiLzZs3m1wze0FCnghotIpzcXlhSLy/PMxaBXRi9lDdBiEIwkxGtOyMcIQgEa34bRchAnFogRHtuptXMcL2WFHM64kV60TYC3qGtMPazNPgib/b1ptBG3+yZ88eHMIfGILW/LYwhGAQYnDLmGvQ2NhoWt3sBgl5wvLo4V31RejqKeC1HssXDztB2Imff/4Z+1CLy9AaDrguH3YZ2uA7nERFRYVJtSMIa2KGSLAKvly3sN2Crf2C7XqNRhydoBTFYLW2N6M+HMdhfMrl6IsoRIlmeF+KKDSAw6jmHfxeL7tCQp4wDX8nG/OHR90Onm071NEXKKzenoyI7YGOCEcXRLh91w4t0AstMbpHXxNqRhDuKHXS/dU5tpoosCPUhk0ohc7bBTvWORjZuHEjfkUDBiDG7bsQODAUrbELv+P0aZorrwYS8kTQY5TAZ8dVOr74O6HIFnrijfTKB7qwJ6zPgQMHUIqTSBWE2YlJQWscwmns3u39kpUEoSfB6tG1MnaZH2w2VvQOBwty7W7GnHt/c+7cOdw27joMQgzCZCQoW7FmeMvOfq6dPSEhTwQ13op4X8W/1Fx8gghWRvfqh0S0Qts/k95IEYnmSEYUxg+5AgG+aiphI8zqHFuhU24VaEAlODAjs7oZmDXI4o9zjgztgEZwuATy69SzJLclqEVNTY3hdbI7JOQJUzEzvN4s8Sxep97sOph5DIBC4YOdnTt3ohKnkSIRZidmAGLwGxrwySef+HTOBQsWwOFwYObMmYrl8vPzMXjwYISHh6NHjx549dVX3cqsW7cOl1xyCcLCwnDJJZdg/fr1bmWWLVuGhIQEhIeHY/Dgwfjiiy98qj9hXfToDCt15MmT6gq1BREImD0Y5Y/znjp1CrtRi6FojRBRHhwxnRGOTgjHiLiePp0zGGw9CXnCFthN7Pkji7zWcwRDCL3dnpNgh+M4TEgbjn6IRitR0hspWqAZBqM1po6/HufOnfPqnLt27cKKFSvQr18/xXIVFRUYO3YsrrzySuzbtw+PP/44/vrXv2LdunV8mcLCQtx0002YMmUKvv76a0yZMgU33ngjioqK+DJr167FzJkz8cQTT2Dfvn248sorkZWVhcrKSq/qTwQvJFoJIjDwlO0+EBke2QWRCEEPtFRVPhVt8ANO4n//+59X5wsWW09CnjAdM7zy/vLGmx0yLxbvvop5o9pODwFOIt5+5ObmohYN6I9o1fv0QSQ4AFeFas9qe/LkSdx666147bXX0KZNG8Wyr776KuLj47FkyRL06dMHd999N+68804sWrSIL7NkyRJcffXVmDNnDnr37o05c+Zg5MiRWLJkCV9m8eLFuOuuu3D33XejT58+WLJkCbp27YpXXnlFc/2J4CVYOvsEIUUghtVb5TctrMfVie0NOceJEyfwNZy4DG3cVqWRow1CcTFaITNpoObzBZOtJyFP2AYjhZoZgtvo+flp6V1QWFDl1TnkEE8FsIqoJxFvPxoaGjBtwiQMRmu00GCKmrLatsFu/I5ffvkFTqfT5VNfXy+77wMPPIBx48Zh1KhRHs9TWFiI0aNHu2wbM2YMdu/ejYaGBsUyBQUFAICzZ89iz549bmVGjx7NlyEIOcwOt7UT1EbeQ20XPJh1r6/q2Atd/gyX10IKWuMnnMaOHTvI1svgOZaRIPxAQ0IqQiuKPBcMMBKzhyrOk5cT41IZ8eXKGhFSb3akAWF/SkpKUI/zmBDZDiEOdSP0jN5cC+w79TsefPBBvP/++y7fzZ07Fzk5OW77rFmzBnv37sWuXbtUneP48ePo0MHV69+hQwecO3cOP//8Mzp16iRb5vjx4wCAn3/+GY2NjYplCCIrKY73OJKo8h1hexL2h+6lvpjxjvkRf+D+ll2QEKJ9BaaDZ6Jx44gxqMFZl+1k65sgIU8QJuNJFAsFupqyWs5rVrI9PSAvvL3hOA4tHA7NIh4AHA4HwhzNcMMNN7glpQkLc+8oHDlyBA899BA2b96M8HD1HgGHqG4sW75wu1QZ8TY1ZQhCChL2BEHYnYiYKIQ1eBcEHuZohhvuvwvPPvus63ay9QAotJ6wEP6eK68HUlnwfQ2ZZ/+KRbk3xw3UBHck4gkACA0NRXR0tMtHyrjv2bMH1dXVGDx4MJo3b47mzZsjPz8f//73v9G8eXM0Nja67dOxY0e3kfTq6mo0b94c7dq1UyzDRuXbt2+PkJAQxTJEcECCnLAiwf5ckrffHoSEhJCtl4GEPGEp7C7m9UDKS26UINdad7ND6qMzMknEE5oZOXIk9u/fj5KSEv6TkpKCW2+9FSUlJQgJCXHbJy0tDVu2bHHZtnnzZqSkpCA0NFSxTHp6OgCgRYsWGDx4sFuZLVu28GWIwEdprnuwCymjUFq+j7AuYmHtq9DeWFZNYj2ICEZbT6H1hOWwy3x5Pb3x4uOaGfIuPD/7v9l1IghfiIqKQt++fV22tWrVCu3ateO3z5kzB1VVVVi9ejUA4L777sPSpUsxa9Ys/OUvf0FhYSHeeOMNlzn5Dz30EIYNG4aFCxciOzsbubm52Lp1K7788ku+zKxZszBlyhSkpKQgLS0NK1asQGVlJe677z4/XDkBAMmx4dhfc8bsahAEoQAT3HqId8B10GZjWbXb30rlCXsSjLaehDxBBBlKgw1SAxJme+EJwh8cO3bMZb3XhIQEbNiwAQ8//DBefvlldO7cGf/+978xceJEvkx6ejrWrFmDf/zjH/jnP/+Jnj17Yu3atUhNvRBZdNNNN+GXX37B/PnzcezYMfTt2xcbNmxAt27d/Hp9wUpyrLYsyQRBBAZSAwLknScCzdaTkCcsiZxXPjojE878PL/Xx1/nFQppf3rAPYl15pX3hJ7txI4l/Jcg9GLHjh0uf69atcqtTEZGBvbu3at4nBtuuAE33HCDYpnp06dj+vTpWqtI6Ii/vfJqMqeTB9DeSA0SUeSHuSj95kjEByeBbutpjjxB+AESoermt8t9T+1HEISemOmpJwFvfyjSgyAIK0BCniBksIuo1FIfK4fJW61dCYIILJJjw/0uwLQkXQtEgU+ClyDMhX6DgQ0JecKW+FP06XUuI+usdOzE7KH8R+57f9VFSxkt5QiCIAhrIiUkrDSoQlgDuj8EoR0S8oTtCBZxpyS+/Y1R9QiWe0kQRPChRZjYVcQwQa5FlJOHkJDDl98BzYGXhvI2BDYk5AnbYoYI9PWc3uxvFTGvhJbrYmVJxBMEQdgDsViXEu9WE+hZSXG8MLTrQEmwIrx3BEHIQ0KesDVCMWhnYehN3cX7iAW/vzz6dm53giCCC+adMstLZZY4kfOaiz3qUh52TwJezXmkjiX1t50hz6c+kIAnCPWQkCcIP6Mme7sYM73yvi6DR0KfIAizCWaRpSTKPe2np9A2S7QbLQz315zR/fkKpAEOgiCMg4Q8ERAoiUVfhKTRHn+9j+kpsZ23xyQIgrAjwSzg5ZATiXqLdhKjvkHtRxCEJ5qbXQGC8JVg8/gG2/USBEHoQbCI+uTYcOyvOaMpxN1oAlWUGvFMBWpb6QmLstArwR2F8xN2hTzyBGEyekUM+Oucao4pPj4NPhAEYRbBIuABEoFG4U12fm/PQygjFt12SoxH95fQGxLyBCHCbNEpd35v5tYT0jQkpJpdBYIgCF2wQwZ5O2Nm29J9VEYo4O0i5n3FX4NKhD0gIU9YFm/Ell5i19MxjDiH1US6r0nuCIIg7IqaTrLVOtJWqw9BEO548zv1tOoEEbyQkCcIC2IFUe9rkjuKICAIwm6Il2JTKkcEPnrdZzsODFkB5mUPFm+7GLXRIPTsBC8k5AlCJ5hoNWPOO0EQBKE/nsLWqQMduPhyb+043cHq9SMxTxDukJAnCB8Rep71EPPiYxMEQRD64K2XXY2XnvCOQG5TCn32HSMFfLAODhCBAwl5gvgTb0SzkUJb70EBueMTBEEEAySoAhMj7istz2dNjBDeVhXz9EwQaiAhTwQsRgtztQnxxOWc+Xma62UlaACAIIhghDrWxuGt51qPeyLOAm7kfaZniPAEPSOEFkjIEwGJVcSmVD201I2Jfit65a3SxgRBEETwEQieeMI8rOaJ93UaBj27wQkJeYIwEbt75wmCIAjCbKwkYvSui5WuzepYTZz7G3pWgo/mZleAIAj/wjzpegwikFeeIAg7khwbjv01Z8yuBqEj3txTEj6EWdDyloQekEeeCAqsuqa52nn2euLMz/NaxFuxDQlCDa+88gr69euH6OhoREdHIy0tDRs3bpQtf+zYMUyePBlJSUlo1qwZZs6c6Vbmu+++w8SJE9G9e3c4HA4sWbLErcznn3+Oa6+9Fp07d4bD4cBHH32k30URXkEZ6Akz0XNteiPWpw+G34U/PffB0J5WIthsPQl5IqAJZuEpvHY2kBHM7cFoSEg1uwqECVx00UV49tlnsXv3buzevRtXXXUVsrOz8d1330mWr6+vR2xsLJ544gn0799fsswff/yBHj164Nlnn0XHjh0ly5w6dQr9+/fH0qVLdbsWQj/Eic68PYZZ2EEkGBH5YIXr9uW6pOqv5XhWuH6rYtXweuE9o/tnHMFm6ym0niACBLnEekbMw6cBAcJuXHvttS5/P/3003jllVewc+dOXHrppW7lu3fvjhdffBEAsHLlSsljDhkyBEOGDAEAPPbYY5JlsrKykJWV5UvVCcIFJgJoaoC90XIflaYN6DFNRClKhZ433yHh7j+CzdaTkCeIICPQlsMjgpeGhgY4nU6XbWFhYQgLC1Pcr7GxER988AFOnTqFtLQ0I6tIEIZB4sB7rNR2wrrsrzljmbpZpR4E0djYSLZeBhLyBBHg6OE9Jw88YQShoSFIS+/i1b6tCo7igw8+wMSJE122z507Fzk5OZL77N+/H2lpaThz5gwiIyOxfv16XHLJJV6dnyDEkOfyAmYJUn8kMVS6Nj2umdWfhDQRSPQfEIdeUZGa99tTdga7d+9GTEyMy3ay9U2QkCeCCqlQc6PCzwMBEvCElZk0aRKWL1/usk1phD4pKQklJSX4/fffsW7dOtx+++3Iz88PWANPXIBEEcHw5VlgIpsGa+xFVlIcNpZVm10NwktSUlKwdetWl21k65swNdndggULMGTIEERFRSEuLg7XXXcdysrKXMpwHIecnBx07twZERERGD58uGzCAoLQAiV/Iwh7ExoaymemZR8l496iRQv06tULKSkpWLBgAfr378/PjSOMw2xbTyI+uDDqfttRvAfzsy9OepeVFMd/CHsREhJCtl4GU4V8fn4+HnjgAezcuRNbtmzBuXPnMHr0aJw6dYov89xzz2Hx4sVYunQpdu3ahY4dO+Lqq69GXV2diTUn7AwJeIIggCbxWF9fb3Y1Ap5gsPX+FEz7a87YUlQSvuHr6grsGMEAE+sk3AkgsG29qaH1eXmu4cxvvvkm4uLisGfPHgwbNgwcx2HJkiV44okncP311wMA3nrrLXTo0AHvvfce7r33XjOqTRABDw10EIHG448/jqysLHTt2hV1dXVYs2YNduzYwduhOXPmoKqqCqtXr+b3KSkpAQCcPHkSNTU1KCkpQYsWLfjwvLNnz+L777/n/19VVYWSkhJERkaiV69e/L4//vgjf8yKigqUlJSgbdu2iI+P98elm06w23qj5s5bKTGa1fDHXHmzoHtuH+he+Z9gs/WWmiNfW1sLAGjbti2ApkY4fvw4Ro8ezZcJCwtDRkYGCgoKJI17fX29y6iLOMshQRCuCHMEkIAnApUTJ05gypQpOHbsGGJiYtCvXz/k5eXh6quvBgAcO3YMlZWVLvsMHDiQ//+ePXvw3nvvoVu3bjh06BAA4OjRoy5lFi1ahEWLFiEjIwM7duwAAOzevRsjRozgy8yaNQsAcPvtt2PVqlUGXKn18aett1LCtUAWl4Tvz5rw+dD7uaVnjwgWgs3WW0bIcxyHWbNm4YorrkDfvn0BAMePHwcAdOjQwaVshw4dcPjwYcnjLFiwAPPmzTO2soRfCK0o8tu5gl3ABvv1E4HPG2+8ofi9lKHlOE5xn+7du3ssM3z4cI9lggl/2XqresKCRVAJ29+q90IrUkJb73vpr7aiFRaIQCXYbL2pc+SFzJgxA9988w3ef/99t+8cDofL3xzHuW1jzJkzB7W1tfznyJEjhtSXIAj70ZCQanYVCCKoIVuvLyTE/It4njr72wqDFawOnuribV2tcI0EQbhiCY/8gw8+iI8//hiff/45LrroIn57x44dATSN1nfq1InfXl1d7TZyzwgLC1PMZEgQBEEQhP/xh62/tH04oqODS3DQuuMEQykSgp6P4CRYooCCFVM98hzHYcaMGfjwww+xfft2JCQkuHyfkJCAjh07YsuWLfy2s2fPIj8/H+np6f6uLkEQBEEQGiFbT+gFiVFpfBHtWsvSPVCHWe0kvEd0rwIfUz3yDzzwAN577z3k5uYiKiqKnycXExODiIgIOBwOzJw5E8888wwSExORmJiIZ555Bi1btsTkyZPNrDpBEARBECogW08YBWXuNwY14fnk5bW2ULZy3Qj9MFXIv/LKKwCaEgQIefPNNzFt2jQAwKOPPorTp09j+vTp+O2335CamorNmzcjKirKz7UlCHNpSEiVTADI5n37MzkgQRCEWoLZ1lNn2hysJjJpwIEgCCMwVcirye7ncDiQk5ODnJwc4ytEEBZHTswTnqFEdwRhDmTr/QMTi3YVjWrEt7CM1cS6HbHjc0JohyIoAhfLZK0nCEIdJEgJgiCsDQkk/7G/5oxqkUL3hfAFyhFAWA1LZK0niGBHq6edwukJgiAIMcHsdQvmaycIIjghjzxB+IGGhFTypBMEQRCEDpBoJwiCICFPEH6FxLw5ULsTBGEVKDTXnUAX5nTPCYIwAhLyBEEQBEEQBEEQQQQNMNkfEvIE4WeEYfZSnmIt3mPyNBMEQVgT6iQTBGEVhO8jStoXOJCQJwiTITFOEARBaEGpI04ddIIgiOCAhDxBaESt8PZUTvw9CXpjoHYlCCKQEHvWCILwD1qWOrQT9B6xL7T8HEEYgK/ikS1HRyKUIAiCUII64QRBqCE5Nlx2ICI5NhyFdU4/14jwFfLIE4RO6CG6SbgTBEEQcpBoJwjCF8TvEHqn2BsS8gShArVh8FLrxXsrzknUEwRBBAfBnHxK71DlYG1HgvCVS9vTb8duUGg9QWhATqSHVhSpKk8QBEEQ3kACVRlqH4Iggg3yyBOESpREOQl2a0L3hSAIO0GZ6AmCIAi1kJAnCBmU1npX2k4QBEEQcohDyeXmrLJwexLx+kDtSBBEoEFCniAUsJNY11JXo67LSu1lpboQ5rJgwQIMGTIEUVFRiIuLw3XXXYeysjLFfT788ENcffXViI2NRXR0NNLS0rBp0yaXMq+99hquvPJKtGnTBm3atMGoUaNQXFzs87kJgkQnQRCEdoLN3pOQJwgi4CARTwjJz8/HAw88gJ07d2LLli04d+4cRo8ejVOnTsnu8/nnn+Pqq6/Ghg0bsGfPHowYMQLXXnst9u3bx5fZsWMHbrnlFnz22WcoLCxEfHw8Ro8ejaqqKp/OTRAEYWUCcS11IjAINntPye4IQgK7CkFxveWS8BFEMJGXl+fy95tvvom4uDjs2bMHw4YNk9xnyZIlLn8/88wzyM3Nxf/93/9h4MCBAIB3333Xpcxrr72G//73v9i2bRumTp3q9bkJIlggQUgQhJ4Em70njzxBiLCriJfCX9ciPE8gtR8RmNTW1gIA2rZtq3qf8+fPo66uTnGfP/74Aw0NDYplvDk3QRAEYT1oIMr6BLq9JyFPEAGO3JJ5VhbcvtTNytdF6EtDQwOcTqfLp76+XnEfjuMwa9YsXHHFFejbt6/qcz3//PM4deoUbrzxRtkyjz32GLp06YJRo0bpem6CCERIBBEEoYbGxkbNth4IDntPofWEZWlISKXQcJ1QyrzvaxtbSThbqS6EZ5qHhyIxe6hX+4Z99x0++OADTJw40WX73LlzkZOTI7vfjBkz8M033+DLL79Ufa73338fOTk5yM3NRVxcnGSZ5557Du+//z527NiB8HDpRGXenJsIbCipHUEQwUC3EclI7BKreb826/9A4e7diImJcdnuydYDwWHvScgTxJ+QCLQ3dP+Cj0mTJmH58uUu28LCwmTLP/jgg/j444/x+eef46KLLlJ1jrVr1+Kuu+7CBx98IDvyvmjRIjzzzDPYunUr+vXrp9u5CYJQBw2IEETgkpKSgq1bt7psU7L1QPDYexLyBEEQhC0JDQ1FdHS0x3Icx+HBBx/E+vXrsWPHDiQkJKg6/vvvv48777wT77//PsaNGydZ5l//+heeeuopbNq0CSkpKbqdmwhMKJycIAhCGyEhIapsPRB89p6EPEEEOUJPti9h9t56xL0N7xfuR954QokHHngA7733HnJzcxEVFYXjx48DAGJiYhAREQEAmDNnDqqqqrB69WoATUZ96tSpePHFF3HZZZfx+0RERPAhfs899xz++c9/4r333kP37t35MpGRkYiMjFR9boIIRpJjw10GNsR/EwRBaCXY7D0luyMIgqchIZX/yH1vJZTqShCMV155BbW1tRg+fDg6derEf9auXcuXOXbsGCorK/m/ly9fjnPnzuGBBx5w2eehhx7iyyxbtgxnz57FDTfc4FJm0aJFms5NEMGOL6HxUvtSqL1x0GCLK9Qe1iLY7D155ImAhIm70IoiRY8viUB5hG0o/FuNB13vRIV0nwhf4DjOY5lVq1a5/L1jxw6P+xw6dEiXcxNEMEOi2z6QaCWsTrDZe/LIEwGN0vrmJA7VIef11tp+SuXpXhAEQQQfRot4GiQg/AENcBBmQR55Iiiww9rpBEEQBEF4JpAEOoscJOzN/pozfnku6XkhhJBHngg46AVnPN4OjKgpT5ETBEEQwU0gCXVP2MXGkdfZGjjz88yuAmEhSMgTBGEo3obU26VzQxAEQeiDJwHvi8AnIaoeqbYKpsEVb/BX+6yevd4v5yHsAQl5wtKQmAtu6P4TBEEQBGEVkmPDaVCDsAwk5ImAgUSftSBvO0EQBKEVEknWhd0b8T0SittAvn/Ca5P7P0H4ExLyBEEQBEEQhOWQEockmozF0xQE8b2Quh/Bco/IO0+YDQl5IqAgT681kVoGUI8l7QiCIISEHt7d9G9FEUIritTto6Gs3tC8bXn09vCS4PKMlucx2AR8IF8bYV9IyBO2R26dc8J8tNwXuocEQfiK88ut2vehLNAEQShgJRE/deEEs6tAWAgS8gRBEARBBAQHNuxBaEURnPl5vEBnHvfTq+bhmwnj3Lzv5bnFJOYDFIp4UIbaxzNWEvEAEDFtrtlVICwECXmCIAiCIAKCd7YdgjM/z22JJrZt5aaD2DNrvtt+tKST9dEiqMQC1WpijLAuNO+dsBMk5AmCIAiCCBjKc4tRWlfP/+3Mz3PZVlhQ5VK+sKDKpTwRWJAoU4a88gRhX5qbXQGCIAiCIAi9EAv1OdPXoE9UGP+3lGgXfu9v9tecIbFJEARBaIaEPGFrKEEaQRAEIUQo1Nl8eCWPu9nJo0jEq8PbAQ8aKPEMtVHwwd6N1I+2NxRaTxABQmhFEb6ZMM7sahAEQVgGuSR2wiXnIqbN9VsCKX/Pvw2WsOlguU5/QIKeIOwDCXmCCCBWbjpodhUIgiAsQ3luseR2YVZ7giCIYITegfbHVCH/+eef49prr0Xnzp3hcDjw0UcfuXw/bdo0OBwOl89ll11mTmUJ06CwH3XQC5kgCCviT1ufFNmC/7+ciGffKX1vNP7yepJ3tYn9NWfIa68Cel4Iwl6YKuRPnTqF/v37Y+nSpbJlMjMzcezYMf6zYcMGP9aQIOxDdEam2VUgCIJww5+2vuzkWf7/hQVVbonvhN8ZjRrhSMJJf0iwWwN6ts2FfgfBganJ7rKyspCVlaVYJiwsDB07dvRTjQiCIAiC0BOzbL1SgrvSunqk6Xo2/0MJygirkxwbbktBGWh1Fr4r9tecwaCTX7tFcYZWFAHt+hhaR0J/LD9HfseOHYiLi8PFF1+Mv/zlL6iurlYsX19fD6fT6fIhCIIgCMK6BKqtN0oQ2FFoGA21iX7oPUBkpwEnu/1mlaaNiLeL/6ZITvtjaSGflZWFd999F9u3b8fzzz+PXbt24aqrrkJ9vfwo+4IFCxATE8N/unbt6scaE/6E5s4TBKEWT/O0xXz55Ze4/PLL0a5dO0RERKB379544YUXXMp8+OGHSElJQevWrdGqVSsMGDAAb7/9tkuZV155Bf369UN0dDSio6ORlpaGjRs36n15tsYsW5+YPdSXavsEiU79ELYltav1sJOItxtanndPZQOlTx1stt7S68jfdNNN/P/79u2LlJQUdOvWDZ9++imuv/56yX3mzJmDWbNm8X87nU4S8wEAe8HQupfysDCp0Ioiah+CEMHmad9xxx2YOHGix/KtWrXCjBkz0K9fP7Rq1Qpffvkl7r33XrRq1Qr33HMPAKBt27Z44okn0Lt3b7Ro0QKffPIJ7rjjDsTFxWHMmDEAgIsuugjPPvssevXqBQB46623kJ2djX379uHSSy817oJthFm2PjojEw3eVdkjJCj9QyC1M7sWfwnfQGo7qyMebNLjHqu9f6EVRUBkf5/PZxeCzdZbWsiL6dSpE7p164by8nLZMmFhYQgLC/NjrQjCfEIrijBz+hqzq0EQlkXNPG0hAwcOxMCBA/m/u3fvjg8//BBffPEFb9yHDx/uss9DDz2Et956C19++SVv3K+99lqXMk8//TReeeUV7Ny5k4S8DP6y9XYe8LTr3GPCN0IriuDMz0PEtLlmVyUgscLvSjyfXUr0m11HKxNstt7SofVifvnlFxw5cgSdOnUyuyoEYVloGTqC0J99+/ahoKAAGRkZkt9zHIdt27ahrKwMw4YNkyzT2NiINWvW4NSpU0hLs3uqNePwh63vE0UD/oR1EHtslYSaHssmkhD0H1JTP9S0v7Cs+KMFZ36exwgAFu363c/0XNjN1pvqkT958iR+/PFH/u+KigqUlJSgbdu2aNu2LXJycjBx4kR06tQJhw4dwuOPP4727dtjwoQJJtaaMBM7e1CMRCjeV89ej3tptJ4IAhoaGtySnOkdlXXRRRehpqYG586dQ05ODu6++26X72tra9GlSxfU19cjJCQEy5Ytw9VXX+1SZv/+/UhLS8OZM2cQGRmJ9evX45JLLtGtjlbHirZ+6kLz+hF6iahgnXvMvJSBLkaF18fuNQ3UG4eVfk96PtvlucXoN025jDM/DxEW7l83NjaSrZfBVCG/e/dujBgxgv+bzXe7/fbb8corr2D//v1YvXo1fv/9d3Tq1AkjRozA2rVrERUVZVaVCcLyKC25RBBWwtEizOusuSH/XocPPvjAbQ7c3LlzkZOTo0Ptmvjiiy9w8uRJ7Ny5E4899hh69eqFW265hf8+KioKJSUlOHnyJLZt24ZZs2ahR48eLqF4SUlJKCkpwe+//45169bh9ttvR35+ftCIeSvaeiPnx4uhZeIIwr4IB46M/h2HVhQhOSHV74NU/ngftkq5HNEX99C8X4vdh1G4ezdiYmJctpOtb8JUIT98+HBwHCf7/aZNm/xYG4IgCMJOTJo0CcuXL3fZpneOlISEBABAcnIyTpw4gZycHBfj3qxZMz65zYABA1BaWooFCxa4GPcWLVrwZVJSUrBr1y68+OKLbnUPVKxo6ym6i7Aj5bnFPq+2EOiRDEZg5zYrLKjCYImEd+W5xRickdm0rrxJdVNLSkoKtm7d6rKNbH0Ttkp2RxAEQRCM0NBQREdH++18HMcpLommZxmCIOSxs7ASo3a+dHJsOBKzh3rtPQ2kNjMLtdM6fPHcm5ll/tL21owcCgkJIVsvAwl5grABwiXlaHk5gtCO0jzt+Ph4zJkzB1VVVVi9ejUA4OWXX0Z8fDx69+4NoGmt2UWLFuHBBx/kj7FgwQKkpKSgZ8+eOHv2LDZs2IDVq1fjlVde4cs8/vjjyMrKQteuXVFXV4c1a9Zgx44dyMujua5WQxw6KzVHmSDMYn/NGQzKyIQzPw8/RvbX9Zn05ljBOmXE6AERZ34eME4/IZ+W3sXjuQKpTxlstp6EPEFYHJZNVGp7IL18CcJIlOZpr1q1CseOHUNlZSX//fnz5zFnzhxUVFSgefPm6NmzJ5599lnce++9fJlTp05h+vTp+OmnnxAREYHevXvjnXfecVkX/cSJE5gyZQqOHTuGmJgY9OvXD3l5eW5Jcgj/oSZjvbiz7u81vglCvATZ/poz2BvZH72Q57Kd/V+4jxi9xKe3v4tgiwZQM8hh5kBIQ0IqCguqkJhtyukNJdhsPQl5gggAmhKG0TryBCGHp3naq1atcvn7wQcfdBmRl+Kpp57CU089pVjmjTfeUF1Hwj+wjPVSYbLBJjiCCSNFkxZRpvYZ4wfxI/u7hFsLE4RaZcApELzzVrkGbxPAitlYVo2spLimOfIS36eld0F5bjEc4wLLMRRstt5W68gTRDAj55knCIIg1BMhWJ5Tq3AnoW8OVmh3uToorfctJ7TV4MzP45ebEy47p0ZwaV13XI/2tcI98hUrXIM/BPX+mjMoLKji/6ZlDe0LCXmCsBlSL9xAGUklCIKwOmrFkdy+hP/Ry9Pqzb3XIqgB17qW5xYjOTZc0QtvBMLBCX+eN9DQ2mZ69OU2llVjY1k1/3daeheX47Lv2Nx58fNF2AufhPzJkyfhdDpdPgRB6A8JdYIgzCIQbT2JEsIX/PH8lOcWo7Cgym/ReOLBBnGkgdpjEE14GwmhdxvKLVeYmD0UKzcdxOlV89CQkEpRnzZFs5CvqKjAuHHj0KpVK8TExKBNmzZo06YNWrdujTZt2hhRR4IIOoQvVOELVuuL9psJ43StF0EQwYFdbf3zRa94LkTYFqsJRaPrU1pXD2d+nttgfnJsuGHzuX29Jl8iVgjfEHri5chKigPQNFAEAKtnrwcALL3sXtl9COuiOdndrbfeCgBYuXIlOnToAIfDoXulCIJowtcEJCs3HcQS/apDEESQYFdb39AtxSUrfWmd+xq+JDLsh5q1u5VQWlpQfB6pfeWO6Su+XpeVCdTrMgpfk+1Jifjk2HCEZmSiQWE/9o6UelcS1kezkP/mm2+wZ88eJCUlGVEfgiD+ZGbLPnj5u1WqvPDiMss7DMC9J0oMqhlBEIGOnW19WnoXrNx0UNUyc0TwoCXU2czs5awOidlDgU0HAcAla70VMqsTxqHn4A6Fywc+mkPrhwwZgiNHjhhRF4IgoO7F6ynUnkZWCYLwBbva+u9+PoPE7KF+EfFKnW0SW/ZGa4I6X5B7VljosxgSZ4QvsOdNmLWesC+aPfKvv/467rvvPlRVVaFv374IDQ11+b5fv366VY4ggg2xgXbm53nMJipn1MnYEwThLXa19Ze2ZxmY10sOaN45pof/K0UQXlBYUMUPSDnz84BxTR75PbPmY/DiJykJboCgZbBIbg48m/cuhq1yFA0Akf0VBxjp3WhPNAv5mpoaHDhwAHfccQe/zeFwgOM4OBwONDY26lpBgghG9FzTU2qePRP51BEgCEKKQLX1idlD8aPZlSAIEVLh1GnpXSS9poUFVUjMz0ME2e+gQimRnZokd55IzB6qOJeesCaaQ+vvvPNODBw4EIWFhTh48CAqKipc/iUIwju0etD1EPvktScIQgq72vrQw7vhzM9DWnoXt/D6PlFhuq+XLLXetqeyhHYCte1CK4oU7TBb61tIaV09ynOLMbNlH1XnEK8rTtgPX+5fdEamW3+Rpv4EDpo98ocPH8bHH3+MXr16GVEfgghK5Ax5eW4xBos6nt50RD0JdvFydwRBBDd2tfX7Hl+IgRPTAbjnCimtq296v+ksCu0sMsV1F3qGqbNvPOLpcxvLqvkwaeH63+W5xXB4sZqsUAAKj620jTAPo94lwueHRWkK34+hFUU4bciZCaPR7JG/6qqr8PXXXxtRF4IgTMSZn4c9s+YDIE89QQQ7drX172w7hPLcYhcRxOgTFWao6NaypJlVEV6DVQYotNTDyPXV9YQJ7PLcYo/RddEZmW7PszjkXsrrLuXFVbuNMBe97wkltgtcNHvkr732Wjz88MPYv38/kpOT3RLgjB8/XrfKEUQwICWa5bLVCtErRFR4/sKCKgwWZMQn7zxBBCd2t/VN78c1LttK6+qRbk51CIKHibSNZdXIBIu8K8LGqk78duYlZ1F5YnvPvKkkwgkp2PMT3eXCc2OHAS5CO5qF/H333QcAmD9/vtt3dk6AQxBWQjx6qiZ7va+U5xarXraOQvEJIrCxu62n91JgYJWoACNJzB7a9LxWVQIQiLCMTODPQf2GhFRs/LKSwuAJQwk9vNvsKhAa0Rxaf/78edmP1Q07QdgVNR56X3Dm50mGXlGIPUEEJ4Fg66WS3RmNnYSnneqqBuZxtNN1JWYPlbXvDQmp/DJz7JrIAx88CCM3vMWZnwdnfp6Lk0ZukNPofiZhDJqF/JEjR2S/27lzp0+VIYhgQ04oiz3j/pjfJD4nmy8vxFOGXVaGIAh7Y3dbb+Z7SCwk7SQsCWMRizKpSDvhgERDQqqmZ5nNldci/vzp5acM+trQs63UvIecX27V7XyEf9As5K+++mr88ssvbtu/+uorZGYaG/pLEHZFLIDVCGKjYSO1zvw8rJ693u27lZsOSop5NZh9bQRB+Ibdbb3Uu0tqKS+j8NRpNnu+qppOvdl1DDTkRJnSQD0T84ECTQ0wFqn2VTMtUy4qk7A+moX8lVdeidGjR6Ouro7f9vnnn2Ps2LGYO3eurpUjCH9glOgMFSSN03I+PdaHV0t5brHb3HihsC8sqJK9Dobwe/FgBUEQ9sTutn7lJte17vtEhWHw4idNqg1hFczwBmv1Qu+vOeNSXs2gCwlk47HjwFZ0RiY/EJQcG67Ynyutq8eBDXv8Wj/CdzQL+RUrViAhIQHjxo3DmTNn8Nlnn2HcuHGYP38+Hn74YSPqSBCGw0So0sfb4yr97S+89awzSJQTRHBhZ1vPluoSTxfaG9nfjOoAsFZ4vZXq4k/sHNItV3e1Aj4rKQ4bio7IHkuLSGVL/HkrbANh0MEuol4YzSHXj/NH7hDCODQLeYfDgffffx/h4eEYOXIkxo8fjwULFuChhx4yon4EYShaBKpVRLk3aAmZWj17Pd8B9jUU1deBEIIgzCHQbL0/w+oJfTBqwEE4j1z8MeJc3iAUu2qOoUVYSgnp0IoiTccIrSjC6VXzVJe3K6xNxG1jpz4N+x0Joz3FkZ9Gr4pEGIcqIf/NN9+4fEpLSzF37lwcOXIEt912G4YNG8Z/RxBWxldRKRam/nyZ+xJyL7esXGFBlZvIV7sEHUM8f8+fUwMIQgvLli1DQkICwsPDMXjwYHzxxReq9vvqq6/QvHlzDBgwQLbMmjVr4HA4cN1118mWWbBgARwOB2bOnKmt4n4ikG19MM7/3F9zxmsxbBePo1rUCmq7ee29vU9sPybq5ey23PGD3c5b/fqlnmNxLiSG1j6fXQgWe69qHfkBAwbA4XCA4zh+G/t7+fLlWLFiBTiOs8XasgTBYCLc1zXaQyuKDE9Gk5bexes6+mJwCguqMFjjuWhkl7Aia9euxcyZM7Fs2TJcfvnlWL58ObKysvD9998jPj5edr/a2lpMnToVI0eOxIkTJyTLHD58GH/7299w5ZVXyh5n165dWLFiBfr16+fztRhFINt6Xz3yrGNsl7BgEvDes7GsWpf7rGZQYM+s+ZaIFlk9ez3uneaa+4KfUy0xJaU8t5ifwhJsJMeGIzQjE8mx4ZadpiIV0aEk2K0+MKGVYLL3qjzyFRUVOHjwICoqKviP8G/2/4MHD3o+GEFYAKEn3Q5rZ/piMD1dn9LLXeo7Ty/8QDMIRGCwePFi3HXXXbj77rvRp08fLFmyBF27dsUrr7yiuN+9996LyZMnIy0tTfL7xsZG3HrrrZg3bx569OghWebkyZO49dZb8dprr6FNmzY+X4tRBIKtT4psIbldL9EhJ86s5MlVkzFf7mN3pK7dm3vjr/u5ctNBl6Sy7NxGhfoLBZ4wbFxo69n20IoiSXseWlGEwoIqW/SdfEUcdSlMGGcUet13cdQFIL+GfKARTPZelZDv1q2b6g9BWBVmlOwoNH0xmFIhpawNPIVUsSQorDx53Ak7cvbsWezZswejR4922T569GgUFBTI7vfmm2/iwIEDilna58+fj9jYWNx1112yZR544AGMGzcOo0aN0l55PxIItv6ebS/qfkwriXRvsKrXUAlv6izex1cxbIX7rkcdmJAbm9qV3ybXvoNOfm2r+d+ENP4YcLAqwWbvNSe7Iwg7w5ZbE7Jy00Gfxb2RL0xf1/cUi3V2rWoGB8TL0gn/lSI6I5OEPuE3Ghoa4HQ6XT719e6DUz///DMaGxvRoUMHl+0dOnTA8ePHJY9dXl6Oxx57DO+++y6aN5eehfbVV1/hjTfewGuvvSZbxzVr1mDv3r1YsGCBhisj9MZK7yUzPN92FPNGYcXpEd72QYR9D5aV3hNSzx8btN8zaz6c+XlIjg1XHLifunBC0IXW2yXhsdxzYOfs9I2NjapsPRB89l7VHHmCCDSY0bRS506KwoIqJGbrk4xEaJTLc4tVDw448/N8ng+nJpzr9Kp5iJhm/fWpCR0JCfU61I9r0RIffPABJk6c6LJ97ty5yMnJkdzH4XC4HuPP+d5iGhsbMXnyZMybNw8XX3yx5LHq6upw22234bXXXkP79u0lyxw5cgQPPfQQNm/ejPBw+4ct25mGhFSAxCyhEb3my3ti9ez1wLo7fD7OhqIjLp53tUxdOAHAhT6HJ/j1yQP4N5UcGw6clB74YP0pq82TZxEcLAI1wkKh9Oe6JKMhoa/m/c63/j/s/uILxMTEuGxXsvVA8Nh7EvJE0MEMVXluMRLNrowfWT17PWbszPQqTF+tcfcGNqr9TW4x+k0z5hxEYDJp0iQsX77cZVtYmLvXoX379ggJCXEbja+urnYbtQeajPbu3buxb98+zJgxAwBw/vx5cByH5s2bY/PmzWjbti0OHTqEa6+9lt/v/PnzAIDmzZujrKwM+/fvR3V1NQYPvpAysrGxEZ9//jmWLl2K+vp6hISEeN8AhBsrRj6Ee567QbfjSYU2C8Wd8Hsl0ecPL7yVBAWhjdK6enT2Yj9nfh7Qy/cBgOiMTDRAXVJINvhq5PKAVouaEHvf+YEMC1Mu6lMJ722TU2eN3+vkLSkpKdi6davLNilbDwSfvVcdWv+///1P95MThL9hXmgtHmmr4Gv4v7de/fLcYtnwfEC/8LKVm6ybQIuwJqGhoYiOjnb5SBn3Fi1aYPDgwdiyZYvL9i1btiA9Pd2tfHR0NPbv34+SkhL+c9999yEpKQklJSVITU1F79693cqMHz8eI0aMQElJCbp27YqRI0e6lUlJScGtt96KkpISS4p4u9v6spNn/XIeLfOvrZBEzgp1UEuwDUj4krVe7cC8MLHd/pozLs+D0IaL+0V2zCnkDXK/ZWd+Ht8+QuHekJBqSGi9LzkRNhQdcVlOUHwvE7OH+rwEs1mEhISosvVA8Nl71R75gQMHIj4+HuPHj0d2drZkYxCElZEySHpmXfXHMnRy+NvYWn1KAkGImTVrFqZMmYKUlBSkpaVhxYoVqKysxH333QcAmDNnDqqqqrB69Wo0a9YMffu6hgDGxcUhPDzcZbu4TOvWrV22t2jRwq1Mq1at0K5dO7ftViFQbX0gikOxIJPDTiKe0EZhQRXwiPtcebnweqnfgVy/JToj0xQhbzVvvJ2RWz5QfF+Zh77n2MHANnXrrVuZYLL3qj3yv/zyC5577jn88ssvuP7669GhQwfcdddd+Pjjj3HmTOAZSMIeaBlZFIp2NlIp9NBbkdK6etPrpiZyQY8RXpaIxa4jxoS1uemmm7BkyRLMnz8fAwYMwOeff44NGzbwGdiPHTuGyspKk2tpPna39beN7G52FSxFoIl4M67HWy+pPwSp1kg7OU+8mP01Z2ST3QXioJgSbKBD2F77a85odtz4exUE9myIz9uQkGp6v9Jogsneqxby4eHhuPbaa/H666/j2LFjWL9+PWJjY/HYY4+hXbt2yM7OxsqVK1Fdbf5yHQShBHu5ldbV8/8vLKiyxdJ0vtbPm/3FHYU5042bVyXVsSBRT+jF9OnTcejQIdTX12PPnj0YNmwY/92qVauwY8cO2X1zcnJQUlKiePxVq1bho48+UiyzY8cOLFmyRH2l/Yzdbf3AZ2YbenyWEXpD0RHVWcIJ+6PHuu5ZSXH8xyhemjpYcrvYjp5eNU+2P6BG5AWSmFdzX/WMtjRS0EsNdMk9b3eO6YE7x0ivhR4IBIu992r5OYfDgfT0dDz77LP4/vvvUVJSgmHDhmHVqlXo2rUrXn75Zb3rSRA8zCAJDZMnAcj+r0f2dztjt1FYlnmVxDxB+J9gt/VyHW4lAW/22uPCjrzR3muz3suBFmWgB0yUK7UNE3TJseFNWfIFCO9lsC0rp4QwIkEPMc/eD3oMDEmh9JsUXguLtGT32upOLEIeXdaRT0xMxCOPPILPP/8cR48exejRo/U4LEHoijCZWjAIeqkXsy8J/oSDAP546TODZLfBB4IIVOxq6+28frIW/CnijULO02uV69EqvuS8ocLtvibeFQ4sLe8wgN+mNODE+kDJseEu4o8tQxcsyN1PpedNb++80jOlNeqH9c1Yv0mpr5aYPZTyHQUAugh5Ie3atUNiYjAt6kX4EzUeAE+eeiPx9/xurdMBhFMJvIEZB73C64VtFQyDKwQRKNjB1jMBb1Vxooc4lRK+VhG9/sLT9VphCoSUoDcixF7Jjkq10+lV81yEacS0ubrXKVDZX3PGL1MMtDy/rI+mZhUgs5IZEvqiu5AnCCMQi2M1Yp29oNQIa1+Wf5HCFzHvaYTU1xdvYUGVLUUzhdcTBKEGYRSPt954s0Pkgx2x6GSCSUo8ebINe9e9Z6qYVyvYPc2fF3vZ1T7b7FmWaqfy3GLJNdKF//oTKwxCsSX6hM+c3oifR6n3jR7PrNI9NGuVJUJfSMgTtkHKCMmJ2kASfXqvd++tiNd7nfdAukcEQViDhm4pLu9MvQdpxch1tv0xEGAF0WMVxG2hJemXmfiSbEzrsy033Y5t319zhl9G14yBLKs+z0bU68CufYYMLmntL5bnFgfN1KNAhYQ8YRukRg+FCVuYMBTOEdIaem7F+di+es/lXtJGd3CFKEVUeELvgQyCIIKDtPQuhs0DPbBrn+7H9AYzxQ+zyVbIYC6sAxOhRnnh9RS5/kosJ9cPEvcvnPl5pt1PM58jpUEeKzzfUgifb7lnnULnAx/NQr5Hjx745Zdf3Lb//vvv6NFD28ji559/jmuvvRadO3eGw+FwS+PPcRxycnLQuXNnREREYPjw4fjuu++0VpkIYDyJ3PLcYkuKc094GiHV8nKWE+zedCD0ENXkiScI62NnW8/sgtHJnJiYVxKMVvUyBgqsfcXtHFpRhLGpXQ07r15iXq/nU+44TKAq9YWY04P93wiUfgdafiN6tbswyZxYxAuFu17h53pHOAiXwRQi7hN7up9sqqUd+8lEE5qF/KFDh9DY2Oi2vb6+HlVV2jr5p06dQv/+/bF06VLJ75977jksXrwYS5cuxa5du9CxY0dcffXVqKur01ptwuY0JKTyS5F5ErHsheSN6BSGmZmJnt5yqywloyTgWZtboe0JgggMW8/EjdbOuJZOt9gzz0SBFcO4gw2hyLFKBIUUeth7oe0UDmBIDXCIbbG3A/RGLaGm5rxS//cGM36n3kSKKO2jR+SJVfqJhHaaqy348ccf8//ftGkTYmJi+L8bGxuxbds2dO/eXdPJs7KykJWVJfkdx3FYsmQJnnjiCVx//fUAgLfeegsdOnTAe++9h3vvvVfTuYjgpbCgCoNVlLPSiGRi9lBA5znpVoC88QRhbexu67/72ZphsL6yv+YMefclYHO6xTQJ21H837WVpbqfe2NZteUHbJpsbqcL64bn54mS2TWtQFOeW4x+08KxvKAK6YL9GxJSAR1Cyz2Fp4sTzHlCLObZfVBzT+Q88VL4O6x+Q9ERQyNJiMBDtZC/7rrrAAAOhwO33367y3ehoaHo3r07nn/+ed0qVlFRgePHj7usUxsWFoaMjAwUFBTIGvf6+nrU118ILXE6nbrViTAfJrYHqwxHo/nV1keLF16u00YQhD4Ekq1nkVy+kpUUp8rzZ6SoIxGvTGhFERDZH8Cf9+HHC9/FxPcxRMgbQXJsODaW6X/c0rp6fsoes7lCW1pYUIV+f5YTCnlhu/pKcmw4nvuyUvF3wgS9FEq/QTlhbzXE3nP2txrxrlbkj03tiqMa6kTJ7uyN6tD68+fP4/z584iPj0d1dTX/9/nz51FfX4+ysjJcc801ulXs+PHjAIAOHTq4bO/QoQP/nRQLFixATEwM/+nalUa27I44FIyFAAnDsYVLzSVmD+X/Lq2r5+cM2e1lpec8eTvjz6R8BBHskK1XhrxlrpiVCEztwMaGoiPoOWSgwbXxnoaEVJewZiOj1thcaKnoQ6l8Qw0JqW4D576Esqt5VpTKaBHnUvU0ayqAHN5M9xAvQShXhiF8tsT3krU19bHsjeY58hUVFWjfvr0RdZHE4XC4/M1xnNs2IXPmzEFtbS3/OXLEvLVDCWOxUii83kRnZCItvYuLmLfL9QbLAANBBDKBYutZ51Wt8JPr6ItFhJXFYSCgxwCBp0EXPby2eghDYaI6b+2nsH+QlRTn84CTUtuIr1mPNjBiQEgo3MV1VBt+L8X+mjO6DQgYkbtBfO89vftofry9UR1aL2Tbtm3Ytm0bP1ovZOXKlbpUrGPHjgCaRus7derEb6+urnYbuRcSFhaGsDB7eV4JYxCPMKeld0GpzeadT104AXOmN81hW7npIBbQC5cgCD8RbLZebed8bGpXw5Y2sytWmMPPwrKTY8NxWrB9bGpX7F1nWrU84u10scTsoehTUIUSH88v7iux0HThmvJqhK9Vw9mt5IVXQrhsol6RP9EZmWj48/8s2oNyFQUWmj3y8+bNw+jRo7Ft2zb8/PPP+O2331w+epGQkICOHTtiy5Yt/LazZ88iPz8f6enpCnsSgY6cZ1o4ki0uY0cvsa+jpFo9+GqmHhg1TcEu0QYEESzY2dbLvZ+UhKZaT7wQ8spbByaGhffRTonD7hzTtKTj6tnrvdpfbX9BLm+Q8DdjVUFuV6TeLWa8O4T9YAqnDxw0e+RfffVVrFq1ClOmTPH55CdPnsSPP17ISFJRUYGSkhK0bdsW8fHxmDlzJp555hkkJiYiMTERzzzzDFq2bInJkyf7fG4isJEyVoGaCV4vpObIyTF14QTZ78pzi1UnI/SEMz9P9aoDBEHoh11t/aXtwzFAEMmkBrUiXpgZm3DHaK888/o2tb+y2CzPLcbYR+7g/46J72NYvfQgMXsofkSTHe6s43Gd+XlArwvtUFpXjzQdjqvnb4A9N2rD6/31OxRGGej1bMtF84gHncyI+GGDSYS90OyRP3v2rG4e8d27d2PgwIEYOLBpZGrWrFkYOHAgnnzySQDAo48+ipkzZ2L69OlISUlBVVUVNm/ejKioKF3OT9gbuZHlaC9EpBWz20dnZHp1LWL08HaLPVxy9TIi8oFGjgnC/5CtV0bY6T6wax+F2luYrKS4gIue6BMVxufSUULtgJbRdlbPtd8JgriAZiF/991347333tPl5MOHDwfHcW6fVatWAWhKfpOTk4Njx47hzJkzyM/PR9++fXU5N2F/xB5kJcHKvvMUEs6OyTLh2y0k326Z+QmCsCZ2tvVKA6B6eNUo8Z3/s9XLiT9v5pdbUUgKn1k1oe1C4S2XME1uWoFUGL43U/nMDsHPSorjP3bGiIR3WmDPHiW9syeqQutnzZrF///8+fNYsWIFtm7din79+iE0NNSl7OLFi/WtIUGIEC4vFwzCtU9UmMewd6vNMXfm56mOJrBa3QkiWCFbT9iZpiRenSQHGYycK69HoreGhFTApKX8gCY77Bjnev49s+aj3/pPZffRO7xeDf4Q7VquS8uUADPwNNBFEY/2R5WQ37fPdbRowIABAIBvv/3WZbvSUjEEoQfiEUO2Lmpi9lBdRhOlBga0iFKzUcrMr2ZAwBN6HIMgCGsSKLZei5fWaO+ssJNvdlZ3vTBDuFyYG+8Oy64ung+utE+gUFhQBYxo+v+BXftwiwrnRlN/RjnkPjk2HMsLqtBPQ13MzFyv170OhOclKykOb5hdCcJvqBLyn332mdH1IAhZxEKaCXctNM2BN8/z25CQqmrJD1ZOWN7Tsnn+8GirXbqPvOsEYV8CwdaHHt4NJF/lt8RNLKzeLtnR7Y6U0HLm5yHiz8EbKSGZHBuOjWWu26wcji1VXzmkltlVi6c+id0G7f05cOPr8zM2tSte8nNIvbAfzZIrsr50dEam7aaSEk1oniNPEP5G7A0P9Hk83q4payW0CHpxokEyJoTZ/Pbbb5gyZQpiYmIQExODKVOm4Pfff1e9/7333guHw4ElS5ZIfs9xHLKysuBwOPDRRx9Jlqmvr8eAAQPgcDhQUlKi+RqClYZuKQDk7YSZYbBWDsFVg7j+Utcj3KbH9aoRZkr2RpyE0MoCnqGm3XzpBzEbK9fXsLNX2g73d2xqV7d6+powc2xqV34wURz5w54n6lu5Ewi2XvPycxMmTJAMq3M4HAgPD0evXr0wefJkJCUlaa4MQUjhKbS9sKAKidmu29R6kMVYab4Q88rrtWyet20CuIptpbwEhQVVlmpDgvCGyZMn46effkJeXlPH55577sGUKVPwf//3fx73/eijj1BUVITOneUXkVqyZInH8PRHH30UnTt3xtdff62t8jphV1v/3c9nkBYdjeiMTDQYfC62lNSORy7H/pozsqHFZoYcm4ERy9Alx4bjwdXS68IX/hkC3jTPu2kb8zhKlbfDvRAvRyaFt8LM00B7VlKcqghCb1BzXYH+e8lKisOgk+a818UI+9bRGZnAyVMAlphWH38TCLZes0c+JiYG27dvx969e/nK7du3D9u3b8e5c+ewdu1a9O/fH1999ZVXFSKIYMYo4ylHMCQLJAgtlJaWIi8vD6+//jrS0tKQlpaG1157DZ988gnKypTjXauqqjBjxgy8++67bsnhGF9//TUWL16MlStXyh5n48aN2Lx5MxYtWuTTtfiC3W29r5FNaoWE1pD6/TVnXD5WQEs9zKiznIeYbVcbAm6Gp9kf59S6asJKLwb07eyl9wVfr1tuf2d+nm6rXYjfQZ76keJ3ozM/LyAiQbUSKLZes5Dv2LEjJk+ejIMHD2LdunX48MMPceDAAdx2223o2bMnSktLcfvtt2P27NleV4og1CKXnE7uO2/RIyRJ7YvS32LeG5TaQxwqTxB2orCwEDExMUhNvfB7veyyyxATE4OCggLZ/c6fP48pU6bg73//Oy699FLJMn/88QduueUWLF26FB07dpQsc+LECfzlL3/B22+/jZYtW/p2MT4QDLbel046W/bq0SviEVpR5NEDLXcuMwW9lnNrraMR1yQULJ7uXXluMZJjw/lwZSt7eD21lS8h13ri7e9FuJ/ZS61ZhfLcYl3yakgdQ01/1S4JnI0kUGy9ZiH/xhtvYObMmWjW7MKuzZo1w4MPPogVK1bA4XBgxowZblluCcKfsPljvop5PZO3+VugM0HtT2HNPCNaz0nin/CGhoYGOJ1Ol099vW8Jmo4fP464OPdOf1xcHI4fPy6738KFC9G8eXP89a9/lS3z8MMPIz09HdnZ2ZLfcxyHadOm4b777kNKSor2yutIINh6T3O6pcSd2nWpmXAXvtd9EYveCl9/76fnefy15JjZkQ9qBTArJzUopFbMC+fOa203qXrawbEgRu9Bm41l1YZEJAjrWVtZqttxPfVb2T210yoajY2NZOtl0DxH/ty5c/jhhx9w8cUXu2z/4Ycf0NjYCAAIDw+3/PI0RHCiZZ54eW4xP//e36OX/jKeattDWM7THPjSunrdoiEoC35g03De+0726XMcPvjgA0ycONFl+9y5c5GTk+NWPicnB/PmzVM85q5duwBIL6/GcZysXduzZw9efPFFlzB0MR9//DG2b9/utsSbkJdeeglOpxNz5sxRrKc/CCZbr7bjL1wzOrSiCIjsz3u/ImyUOMxsYStXB1/qJbWvHUWoFpSWkctKitNFqDUkpAJVlT4fR8iGoiOWjpCQI7SiCHsj+wNQN49fy28/Jr4PDuzaJxluL/S6Cwd05Dz6zDEi7oeZ7YUv/+0sOC9+4zV/nMMPe3YjJibGZTvZ+iY0C/kpU6bgrrvuwuOPP44hQ4bA4XCguLgYzzzzDKZOnQoAyM/Plw03IAgj8SUEPjF7qItwLCyost3yK4D6td6tIpL1FP5EcDFp0iQsX77cZVtYmPSzNGPGDNx8882Kx+vevTu++eYbnDhxwu27mpoadOjQQXK/L774AtXV1YiPj+e3NTY24pFHHsGSJUtw6NAhbN++HQcOHEDr1q1d9p04cSKuvPJK7NixA9u3b8fOnTvdriElJQW33nor3nrrLcX664ldbf2AU98CuEp1eW8FhTM/DxjX36vlUPVC69x24UCE3Pd2Q3g9hQVVSBd9b+aygEzIGSFamSjrExWGEonvk2PDVQ9k9IkKaxJ/j7hv1zq44kngCoVqoCe1UyIxeygiDPq9sf5fICUeTklJwdatW122ka1vQrOQf+GFF9ChQwc899xzfAN06NABDz/8MD9XbvTo0cjMpPkXRBNsXXS9YAK0T1QY0tK78KOPZnaorIScl12Y4IYJZ28y4vu7jemeEnKEhoYiOjpaVdn27dujffv2HsulpaWhtrYWxcXFGDq06dkrKipCbW0t0tPFMqGJKVOmYNSoUS7bxowZgylTpuCOO+4AADz22GO4++67XcokJyfjhRdewLXXXgsA+Pe//42nnnqK//7o0aMYM2YM1q5d6zKPzx/Y1davGPkQHqreb/h5Vs9ej/RxF/IDMA+9EH954/US4d4ex5MgEx5XfA67DiD4C6mQeuHAd1p6F7yPJmHf85dzALa6ld9QdAQDPBxDanqbXkLQn+u7e8IqdVG7qoZ4IIqtlKGGQOo7hYSEkK2XQbOQDwkJwRNPPIEnnngCTqcTANwaVzhSQRBmw3uoNS6N5stybWK8DfHTEmFgpFdbysizZQFZHcVhW3LbpbBj5AMRmPTp0weZmZn4y1/+wnv777nnHlxzzTUuS6317t0bCxYswIQJE9CuXTu0a9fO5TihoaHo2LEjv0/Hjh0lk97Ex8cjISGB/7+QyMhIAEDPnj1x0UUX6XeRKrCrrS87eVZyu5Hh5GpDVo30QKoRxGraQOo4erUdO44R9yI5Nhzi9FTO/Dyg1x383/70/moVi1JtokawJWYPBX5h9tZVYAj7D+JIPTV9IbaEnxxWEcVqYfdf7jnwdC0sCkeI3LMsjMYQHzc5Nhw4qarKmshKisMbgr/VDhb4Y6lOKxIotl5zsjsh0dHRqkdICALwTtD6GgKuRSQKBas3S7QYwerZ6zWVV5M4TutIu1lCWziirMfKAQShhnfffRfJyckYPXo0Ro8ejX79+uHtt992KVNWVoba2lqTauhf7Gbr/TUH3JNw3lB0xLCM43JzzK0w/10KX+vl7WC4GvGuNsGhEXiTK0Ct/Rb2nbTYfPZcexqgsnIkhZVD9uWiVLUkvPN1ykgwLjcnRSDYelUe+UGDBmHbtm1o06YNBg4cqJjcZu/evbpVjggs9Eo8U/inZ11omOTEvliAyolcOSNnhbnbdvJWq52fTxBWpm3btnjnnXcUy3Acp/j9oUOHPJ7H0zG6d+/usYyeBIKtT4ps4ZfzCG1GQ0Kq1/ZN6LkzKszc26XjrCbUNhQd4UOLhULGk50Wh/U/92Wlm9BLjg3HRuWlo/2Gp3YXDnBHZ2QCH55z/VduH4FzwlPYtTM/DxHT5gIWHRhSg5aIATtFFqiFfy+JpvwQFwgEW69KyGdnZ/MT8q+77jqvTkQEJ+LOjTM/Tza7r954ExovFqF2FqVm1N3O7UUQwU4g2Pqb510Lf3TJxUKoISHVRfSoEQbeigdPwlyY2M5XMe4PD79SPYWCW84LyQZVSuvq3ZLdCVFqi6a+SiePdVWDFvEo5Tk+vWoexGHyahGGfwsdF1IZ7ln/LDF7KAoLXCP/ynOL0W+a8rlCK4qQldRf9fVKtb+dEt55ilBg16Lld91zyEAc2CWf3dwXhP1vT4Nd+2vOYJAhtSCMRpWQnzt3ruT/CcITvngqtMKWipNDLqGLGKtkc7cipXX1mDN9DRYsU84IqhWhkSnPLcZgk5dJIYhgJBBsfcStjwEGjicygRwxral9/JlQSmuWersiFHfC/4s98Qyle+CvxHpaBamS2Fs9ez3wqLKQl+tbMbEZWlHk4szwJpRa72fIzOUAlebF6zGQwO6nPzz7asPqWR4jILAy2BOueDVH/vfff8frr7+OOXPm4NdffwXQFGZXVeVZJBHBhREvbk9e8+iMTERnZEoadzUvs8KCKl7w3zmmhw81NR7xoIPUQIURXnJPgx3eGg0aRCEI62BnW28FITs2tavqTrdRAsAf7WBUHgC9URLx/pgzvLGsmv8ooafNZn0YrX0xNU4Pb/D3coDeJrbTgi/HGpvalV+SLya+j+b9lQYh5PpT7FkXPhPJseFoSEhFQ7cUzXUgzEWzkP/mm29w8cUXY+HChVi0aBF+//13AMD69et1WdieIMSYuYRGYvZQ1RmJjUCLsNVq/H0x1EYZeSlY+yvdBzNH+gkiECFbL4/aNbqlOtmBOBcXMP66PCU7lbofUvZT7r4ZOeChRrxrYc70NZ4Loan/Mnjxk27iWa/cP0YloLVqqL2egz3sectKitNtcEP8jFkxeTOhP5qF/KxZszBt2jSUl5cjPPzC6GZWVhY+//xzXStH2B8rZMZkRktJfIoHC6wShmSkYPZl1N8ILz9r80Ba+5Qg7ArZenUoDTCqyWofSPhrkEIsfKIzMjX1NYwUilYYqGF1iM7IxJ5Z8wFc6Iv1iQpT1b9RY+OlBkrUtq0/28lqAwPiZ1WqfnrMm09L78Kfi0VmWKFPTuiLZiG/a9cu3HvvvW7bu3TpguPHj+tSKSJwYKPfarwXSmX0GPnVIj6ZmDTTGw+41lk8j1zNPnbCn15+giCUCRRbb9Ul2awg+PTGaMEkFvBK5zNjQNjbeypcuUAPPB1Hj7bJSorzymbr6YE2Gz1+w8mx4UiODefD6/VEeJ+pfxW4aBby4eHhcDqdbtvLysoQGxurS6WIwEM4CigW7HqGReshvEvr6k0X8FJMXThBt2Npean7Ywk+8XKCBEGYC9l6dUh5uIQdfC3h9RvLqmUHHcwYjFBzTuG1+CJsrDjY4k82llXjjW76izkxevZvtDoNnPl5lljS0NfVIowYhBMObnjjjX+iyzG3bZ7uM3nnAwPNQj47Oxvz589HQ0MDAMDhcKCyshKPPfYYJk6cqHsFicBCT4Fs9Aij2WvIS0Uh6JUMzkivvVntRvPkCUI/AsHWG+n1NqMTbAURZBbCvoMaz7WwvJJtsFrYtd5Ied/FfQt/OS7Kc4sta6fNfg58Pf+eWfNxdPQY2e+l+nxWvReENjQL+UWLFqGmpgZxcXE4ffo0MjIy0KtXL0RFReHpp582oo5EAKFHiLwRQlFKIOvpAdeKUjtZJbO7lPH35d5IDcywc7B5fgRB+Aey9b7BOubJseGmiwSz8WWdcTWYMaiiV34DXwab2HUP+OfdAJq8uuK2YMskCinPLTatH2FUgjyt6PWb9OX+ibPGA8BLUwdrPs6GoiOqk9mFVhTJCngS9vZEs5CPjo7Gl19+iXXr1uHZZ5/FjBkzsGHDBuTn56NVq1ZG1JGwMQ0JqW6GxZmfZ0h4vZrQ7MTsoarFplnh9XKGTmx4/WWItXrvtYbIC++H3Nw9yrhKEP7Frrb+u5+NDdHWEgKu1GkGmoSXGkFhVti5FmHtz8R9UvUSt5EacV/Q9zLN595QdET3a9X7eJ5C9IVL7DKY3TYyoq6woArlucVBP7DFUPOMsmfDl2ckEPNxEBfwah15ALjqqqvwt7/9DY8++ihGjRqlZ52IAEMPke6LaJUTonobLGd+nq6jzUYKdZbBVAtK7cUGPVhnwNtpD95es1VG+Qki0CBbfwEtgpqJTWd+Hgad/FqyjJygsdt88bGpXXVJYKbUV2hISPVKAAqPKT6+2YlhheJMKSxaDWIbuGfWfMVINvG1M5ttZK6a0rp6l0F5swS9N+fVu65Sg1EbXrpbersPIv6bCeM0lQ89vNvrcxHm0NybnbZt24Zt27ahuroa58+fd/lu5cqVulSMCBz0DnsTGxo5gdkkLqXXW5Xbp09UmKRxZ0ZSzksvNKLO/DyvvfnsON4KWrM7Jr7gawdiz6z56Lf+U51qQxAE2Xr9yEqK4z1jrGMeaJ7JDUVHXK5pY1m15mtMjg3HxrIL+4vJSopDaEURspL6+1RXI5ESXt4OdIxN7aoo5IT9qw1FR/DoFfEAmqLbvOlHaMlob1Y+HG+eKz3314PQiiK3vnGvTxcCElMhlPDkbR+8+Enk/elXeeDSaXj5u1Wy9SHsiWaP/Lx58zB69Ghs27YNP//8M3777TeXD0GoxR8vDj0MjSdvbyB5g5XaS26QQDhoYcaSP+w5WrnpIBkjgtAJsvX6wWyEWDywpafkkFs6z19J7/SMDFAT3uvJlgqjHLQiZxusOn1AK9EZmfxceYbUlLQ+UWEu+X/ENl+LE4JWmvEeYbQEezbnTG9yPHlaik7Lc6jWkfbApdNUH5OwFpo98q+++ipWrVqFKVOmGFEfIohx5uchQmfv/dSFE/iXoxKFBVVIzPbs0fbF224l5ELfzfDoU2eAIKwH2Xr9KM8thkNbhKsswZy5PrSiCIjU5okPFJutFXFE4syWfQAA954o+VM4SveLGhJSJQdwhBEljMTsofhRRV3E+wmjLqyC2XUSDjS9NHUwxkosQScU8Oz/niI9Zrbsg86bN+lUS8KKaPbInz17Funp6UbUhQgy1C6BwrbLjcJrFYJS5f0lYNk8eqX59Cwczsjl9fS6XrOWsSEIwljsbOutltxJ6l3uqQMuJabsNndeD6SiGHzJH2PW2tlGePOlogxOr5rnto2F20vto9QXGHTya8XfkpS9F5bfWFbt8bcoXN1BDUb8tv31vhA+y8LoRfZMmr3kMa0rb080C/m7774b7733nhF1IQhNCAW5niHd3iSCI1zx18BIaEWR12GWFIZPEPIEiq33t6hXcz612eqJC6h515sthDwh9qgekPC6ClEa7BHbL9Y2wghE1pdh3nhWTqodpWz20svuVayfEkq/g6YcB/LPv9UG4vTk0SviEVpRJDkIond0otZwealBIML6qAqtnzVrFv//8+fPY8WKFdi6dSv69euH0NBQl7KLFy/Wt4ZEQBGdkWnYnHJfxbw3o/xqr0WunN3D/spzizFYVH+tkQTeJuXxBRp5Jgh3yNb7DzkPpJpEXMHomQea7E2/aU3/T44NN7UdvE1eJ+eZf/m7Vbzwevm7Vbj8w3PYUHRE9jx7Zs3H4MVP8uWbWMMn7JXrc8yZvsajs0L4bEqF1AuR+k6uvDCZsNkJ58x4foTJ7B64dBqW/FGq+zmEz5FW5kxfgwVFV+pbIcJwVHnk9+3bx3++/vprDBgwAM2aNcO3337r8l1JSYnB1SXsDhOuzMgY7RWNzsh0G6WXE/xqBahRAxF2TJpXWFDlNsLvrTdeqf2lPC3iZ6dPVJhqgU7eeIJwh2y9/ogHKYXihd5Drnga1C4sqEJoRZFHW+0pTFsoNO06KLJy00FJe6fV/opFvfCZ9OQh1rokoNLx1NwHdt98zVivFr0HGli0hJzQZn1Tf+bBIKeG/VHlkf/ss8+MrgdBqEYvD25aeheUSmR1VYOennThscTXJbccnpncOaYHVm46aFiWU6l2FWbZZdhx4IMgrAzZev9BIl47zBZ6YxMbElJVt7mUJ1zoSVfyxns7F14oqJr+/5WmfcXXxkTjEonyKzcdxIJlNwNoGhwZ/Of2rKQ44OQxl3JLDEgC58zPA3rdoe9BvcRTxIFebCg6ggEK3/vqoWdRGZ6EuftzRtgdzXPkCcIX/BFG7u3LiXUO1IboywlJb67RkyilefvulOcW8x+Ast8TBKEeXzrvnhLRicWc3LspUDrSRoVIZyXF8Uv0qR24lfNmejtwsqHoiM+J6g7s2udxPry/YXaztK7eZSk0OfQQu1J9K7vNh5eqr/j5EP8t/n3IreVOEN5AQp4wDa2CV84Ln5g9lD+WVMdI2IlSK/q89fYaMVBhRAIfKw0MqGkzqTLi8Eoz1rAnApOnn34a6enpaNmyJVq3bq1qn5ycHPTu3RutWrVCmzZtMGrUKBQVuYqHe++9Fz179kRERARiY2ORnZ2NH374waXM+PHjER8fj/DwcHTq1AlTpkzB0aNH9bq0oIR1vlkWbeHfvqAmHJjeS9rwRnCz+8DsemhFkcu9EfcLjo4e43X9vJ0bD1wQ9HoJe2ESO4ba/oJwjXn2fzYIomW6gZYwcKEdN2N+vNTv3VP9WT0Hnfzap3OPTe2q+t5QtI7/CARbT0KesAVqOkNaRbTcMfUW456WmfOEEZ5mIzqXeoS6G7nkHkGo5ezZs5g0aRLuv/9+1ftcfPHFWLp0Kfbv348vv/wS3bt3x+jRo1FTU8OXGTx4MN58802UlpZi06ZN4DgOo0ePRmNjI19mxIgR+M9//oOysjKsW7cOBw4cwA033KDr9RH+JRjEfFZSnE8i1xeEYsyOIkhLu8mV9SbDvHh6nDdt522mcyuuJiG3n16DDnJ9Odbu7F+tkTpjU7uiISGV3488/uoJBFtPQp4wBSOz14sRd6KEAlpqhJTVyx/1kxPz/hC0Vl+qRw0rNx0k8U/ozrx58/Dwww8jOTlZ9T6TJ0/GqFGj0KNHD1x66aVYvHgxnE4nvvnmG77MPffcg2HDhqF79+4YNGgQnnrqKRw5cgSHDh3iyzz88MO47LLL0K1bN6Snp+Oxxx7Dzp070dDQoOclEn+iZq1rT2hNmOZLwjs7JWfT0+uqZuCb2Xqttlt8/8emdtUlpF5PxAJeaL9DK4r4qYFS+WTk9hPjzM/TnPtGuNydWvy9So1QjHt7Tz21Czuu0vFXSuRkEv7+hc/tkTUzNNbQe1zmzXdL8dt5rUAg2HoS8kTAIzQahQVVhnlHvPXki+d6M4ye8+3J4MshZYyUsFJSOjt6awj7cfbsWaxYsQIxMTHo37+/ZJlTp07hzTffREJCArp2lfay/frrr3j33XeRnp7utvwbIY83AlKNmPeU7VzuGL5Eeekx0GAF9BT1nsSoN0LRyDbuOWSgqnKePKlMzC9YdjNm7FwOwD283tOzptSvUBLlj14R7/K3XHspCVm1nmajw+6zkuLcfr9afs9yqBkk2F9zRnZQQK9o0IaEVEOWtiPcsYKtJyFPWIJASfqjN0aIedYJMmpUXCnKwQjUtpFQxNPzFhg0NDTA6XS6fOrrzVvl4ZNPPkFkZCTCw8PxwgsvYMuWLWjfvr1LmWXLliEyMhKRkZHIy8vDli1b0KJFC5cys2fPRqtWrdCuXTtUVlYiNzfXn5dBSOCN0GPvGfH7xp/LSxmFUQMMcrZCGHkl985nQmjlpoNIjg03fEqDWeugr5693m2bnhF2Us/nzJZ93ISqN9EhfaLCTIui21B0xNSkg+J7JHYseNNPMusZ9DeNjY1k62UgIU9YBq0vscTsoZoNNQs/M3vNeCPQasj1MqZqBwTUtGVpXb3qNvdlkIM889agvvG8SwIyLR9n/Tl88MEHiImJcfksWLBA8lw5OTlwOByKn927d/t0PSNGjEBJSQkKCgqQmZmJG2+8EdXVrmLn1ltvxb59+5Cfn4/ExETceOONOHPGtUP897//Hfv27cPmzZsREhKCqVOnguM4n+oWLLzd90qv95USpp4Eq1jMCMWO0ntGbjBR3DHPSoqzdGddrm4s27zeqB2EDa0ocvFwejPvWA2+3Bu1nnpPPHDpND7CzlMIuNaIOvEzrMbrrFTGW7ttVlSKnr89uWV02T0TRkTYaQqNWr489ItXtv7gr39g9+7dZOtlsLSQl7oZHTt2NLtahEVRMtRyIldPj7cW0e9J/HpTL61r6+p17cKOgTM/z+vjltbV++RV8MfShoS1mDRpEmpra10+c+bMkSw7Y8YMlJaWKn769u3rU31atWqFXr164bLLLsMbb7yB5s2b44033nApExMTg8TERAwbNgz//e9/8cMPP2D9elcPW/v27XHxxRfj6quvxpo1a7Bhwwbs3LnTp7pZHaPtvVohICznrXhgItAukT9WC933JJ7UDOA78/PQkJAqaxfe6DbQ70nBais9hzuzOo1N7co/R2oGFTzZP2+vVeuceYaSmC+tq3e5x2Y/f76Kdbn7Iz5uxLS5bmXkcjYFQtSOnqSkpJCtl6G5T1fiBy699FJs3bqV/zskJMTE2hBGYHRnJzF7KAoLLvx4/JloRSju2XmFnRDmFTdjDXSjwg4Ts4cCMqP+zvw8xQ6HlsEIpfN4wi4dbEKZ0NBQREdHqyrbvn17t9A3o+E4zmP4n6cybHTezDBCf6GHvU+KbOG5kA+oyWItnk+shDM/D+h1h+L5AGmxofSdWsQDF3p5IEMrigx7z0ZnZEIqHVRDQirm/Ck8V89ej3slhJO4PHT0fArF64Fd+3iPu9pw7oaEVFXRYqV19W5t663glkI87z4rKQ5vyJTVCuvzcPdMbLLhMs++ns+iN8exQhTMV9c3x+UfnpP9XkvUiPj+sXtsl7n0ISEhZOtlsLRHHgCaN2+Ojh078p/Y2Fizq0TohF4eVF+P4+/s7UzQU7b1C3gzqBCdkRkQmfcJ61FZWYmSkhJUVlaisbERJSUlKCkpwcmTJ/kyvXv35kfXT506hccffxw7d+7E4cOHsXfvXtx999346aefMGnSJADAwYMHsWDBAuzZsweVlZUoLCzEjTfeiIiICIwdOxYAUFxcjKVLl6KkpASHDx/GZ599hsmTJ6Nnz55IS0vzf0P4GT3s/T3bXuT/ryaTtBRWSzBnlKjwZiqBEnrUU86eCwe7tQ4Q+HMqlXCNeL3Wi5dCyzW9/N0qNCSk6haBoEc2/8KCKs19Nz1/B1bxeEv1A40Iq6e+kjSBYOstL+TLy8vRuXNnJCQk4Oabb8bBg9554AjrYrSRjc7IdPH0FhZU6eIBl/Lse7tmvFmi3t/LwAD65h1Quo80D57wlieffBIDBw7E3LlzcfLkSQwcOBADBw50mVdXVlaG2tpaAE3egh9++AETJ07ExRdfjGuuuQY1NTX44osvcOmllwIAwsPD8cUXX2Ds2LHo1asXbrzxRrRq1QoFBQWIi2vqoEZERODDDz/EyJEjkZSUhDvvvBN9+/ZFfn4+wsICvyMWiPZejViREyhMUFtFdPiC1sEBT3PsPYkdZhuE9saICAG9B3zU1tGf+Xu8ff6kBD+7L6V19V5FEfgq5nsOGajqet7o1hRNYcRvj4lqZ36eZBSiEef0dpWiQCcQbL2lQ+tTU1OxevVqXHzxxThx4gSeeuoppKen47vvvkO7du0k96mvr3cJS3A6nf6qLmEAYjFm5PrzfaLCNM8zL88t1uRN1msQwVf0bkdxO/hz9NfozMRE8LFq1SqsWrVKsYwwIU14eDg+/PBDxfKdO3fGhg0bFMskJydj+/btqusZSGi193K2ft/jCxG10pws/0y47K85g+TYcBpM/JOspDg3wSsVOq02tFwNgxc/KRl+ryfCa2L3vueQgX7JjO7NILy3Nv/0qnle7SfF4MVPYqWO0wDUkBwbrsnLLQ5F5+6Z6HGfsaldVUcqyPUzjeobJseG47QhR7Y/gWDrLe2Rz8rKwsSJE5GcnIxRo0bh008/BQC89dZbsvssWLDAJauh3Jp9hPUQey7kDHp0RqZu4i0xeyj/8kxL74I7x/TQ5biAu9FkXnezQ+qNMBaFBVWmePcJgggMtNp7OVv/zrZDLuW8Da8ntKGnF1HuWFoGiCkPygVYW0gtW6cGb/dTqoseqImGEJZRO6dc/PxpzfTv6Txyz/HgxU/y/99fc0ZVW1lpChBhDpYW8mJatWqF5ORklJeXy5aZM2eOS1bDI0fIeAcCeop34TGFeLOcnRqkBK5QzGuNAhBjBY+0+BqMjjpggzxWuHaCIPTHk71Xa+vVdt71hr2jWGdcTYdbLmxYblDbCgm59EavSDHWZmodBP4gJv5CEjm9lp7Tgrd9DbafWb8lwPdnXfj7k3oGxOKdiW0jnxdx37AhIVVT5ICWwUnKKRS42ErI19fXo7S0FJ06dZItExYWhujoaJcPEVz4w1Bbzfvsi6DV+nKXKy8cnPCHwPaUAZ8gCPviyd7raes3FB0x1GPvTfIqsz1tWgYe/DWHX8sAMZt/bWR2dzPxNrJvwbKbvT7n0dFjvN5XDjUCXfwsevO8ZSXFISspTnYwQvwbnbpwgm6/QW+Os7Gs2m9ryes5dYLwP5YW8n/729+Qn5+PiooKFBUV4YYbboDT6cTtt99udtUIg5AS4VpCscReEDWY7dX19yiplg6AVN3kOlOeRvvLc4tlB0B8EeRWG1QhCEI7Rth7NR5EvQQ866yb6bXUgtSc9WBH+CzQVAz90UOY+mvQaM70NQCMSSrIEs8p9cWknj9f3y1yfTQ9p04Q/sfSQv6nn37CLbfcgqSkJFx//fVo0aIFdu7ciW7dupldNUJnQiuK/JqFVeoFagXvrhnz55W8HOLv9Moh4M97TRCE9dHL3t82srvXdfAk3tj3WkSvNxFiao9vl2z2ybHhHj2vRgwkKHkavfFMqxVSPYcMlA2d1yuk3tsweb0Hvo1wRBg1qCT+vXj6/WQlxfGCXs/rZH1NqXso54n3VsT3iQqTfQeJfwN65ogi/IelhfyaNWtw9OhRnD17FlVVVVi3bh0uueQSs6tFeInQS261RDR6GyNvhKqSiNc7akBcP7XXb1QeAT2hTNEEYT/0svcDn5ntUz309sRazdYB5nnf/X1eJsKkiJg21481ccVfme19Rc268zN2Lje+Ij4gHkDydq69nte5Z9Z8ye1CAa/X8yF0xoj7eeJBHWGyPcI+WFrIE8GFvzzipXX1PieY0xvhy7awoIr/GAl7iRcWVEm2h/Clr+dAh5xHoE9UmKbzSB2HRDxBEFL42jH2VuDr9U6S8x7qkfDOl8ELuXr5MoAhbrPQiiK/Rat5my9ByWPKPPRmJLgTsmDZzaavmqMXeg4K+TuyRSkL/ktLPzbsXOJ+nvhZWHrZvbqem/APJOQJy6O2I+RNh4kNHuiRZd1TyJqv5xB6wvXwinsy6OL6qhHZcm2wevZ61efzZr6WFaZFEARhPg3dUty2iUWW3vPipZBKtjbo5Ndu5bwNddZLfPhrLrge9S0sqFKcZy33HbsHvgyqqAltNjo/AkvYphVhBn9fnBhSHnrxgI2WNlDj8TeLPlFhLs+sPyJrNpZVo7ayFAD4f31FySHj79WGCGMgIU8QQYonLzygfcBATqyzKAg13gC1HQ020mz1UH+CIIITced/6WX3Ijk2nCKHNOLMz7NcFJ0SY1O7YmxqV9M98Aw9c9JoHaxQGijy57QTJVG+v+aM26CcXs+b1GCf1Fz0O8f08CoHhxoaElIVnwES8PaGhDzhV9S8uOU6OVJeV7WeWCZQ7baOplj4Gila7xzTQ3XiO2/bUck4kiAnCMJI1IRNexIqenqwzRD0QpHg6VqsksleLkrL26SDapN6MUHuC1YQ83onuPP3ygzCZQ59+c2YNYCm5p2xctNB7F33nqH18CTYaY68PSEhT/gdM5L/qBlxtEsmdSZ4xcLX05x24Tathl1vb4jc+Y0eGbZi4ilPhEdEmF0FgggovJkvLxYveotcuZBpPebAM5TqzMSGngMVvi43xoSXHvZH+O7vt/5TTfsaIVzFAt+oNcP315xRnJOtB+Jn1EpLMMp54o1ob+F1e/O7PbtvJc7uW4kNRUdwdt9Kt++Vfpty18P6VOW5xYY/B4Q5kJAnggJ/e3ujMzJVRwvoJV7VHkdtiLsYYRsaJbi13CdaKoUgCG+Qm3+qRYBo6agzMcHWjwYuiFRP7zytc8t9GWDQKuLV1E2pjLCuatpT2H5CjBLBWtBzwEUtYhsoNYAvbn+2j1RZf9vUmS37qConlVvCyPMbnUvBE1IDjWp+m1K/A/Z+kerzsWeAfdeQkIrQw7s11ZUwHxLyhKXwl1fc17ng3u4nFsBmz01auemgbB2MHvwQ32vxwIenZ0GufnaJrNAKeeYJwjcO7NrHd5LFYfbeJDPTKt68WfKMiQqjPIjCj1a8qZOngQalAXDWft62hSfboKcnOSspznDPNBNgLGmc2siFPlFhkmXt4rH15bfg7wz1UnjqW+mV6A5QXoJR6hmQShZKWBsS8oRlcObn8XPh9J7LFJ2Rqev8eKkXsVrhm5behf8YUQ85hC9toxMHqYlGkAqvVxPy7+nZkDuGHcPqCYLwHSlv1t5172Hvuvf8tp63LyHrRr27spLi8OgV8Xj0inhZ4emvKQRWw5MIl8sgPza1q8t2XwdLlNBqx535eZqi8cyymWY8I3qe09OxtK7Mo8dzo/SsyEW6EPaAhDxhWaSMiK/eVinx7O3SZVo91onZQ01J6ObrAIYRCQILC6okOxTibWrut9T9o6zQBEEA7gLaV2+XL53q0IoihFYUubzX/Ll0JhOf7CPlndRyfZ68m1bwfvoDvfMbyHmcvRlUOb1qHv//8txirwbxFyy7GYA5wn5jWbXkeVnbejvQlBwbzl8XC91/ossxt3um13QDfw1OKEUr2C3ZM6EOEvKEC+ERES4foxF3aDx5qX3Jvio8tr9D2n1ZA94b8S+1BrzSS9zTWqNqDYD4vFrvl5b74s1683aFwuoJwjeEycVi4l3nxvorOdfSy+4FoF68G935F9t6refTGuKs5vjCpbKc+Xn8oKyUDTLCi6rGcy48r6c6mB2BILaTcmH1SkRnZFpmzXc9BxPYVA32vLHfpxBfpxsIBxLFvxe5fpVUojtv0DoIQQ4Qe0JCnrAUcstfsJe3N0nagKYXNTu2v0clfQnD14JS25TW1asWyVLl5Ay/p7YsLKhyE/Oe7qHW+yP22nv7jBAEERwcWTNDdVm5EGopxAJQ3DFWElBi77W3AtDb/ZJjwzV70LWUF4qYQSe/xqNXxAPw7FFl73c9wn/lBlD8GVZtJFK2U/jMFRZU+Tytzpfr0ztC4+joMV7vK/xtlucWIzk2HKV19UiODef7m0qDSFoYm9rV5dq1PMsvTR2s+XzstybsZ945pofsvfdnVBChPyTkCUXM9ASKO0GekqOpwejQdnGdhH9ryWTvK0zM9okKQ1p6F1WGSBj6z0LOPKHGIIlHtEvr6qWTrPxpPNlAgjce90BNdEcQhO/0HDLQzRsvhTD8XLhNK568h3LvK/G5QiuKVGd/V8uQ+DYuf4dHRGB/zRn+3J7m9GclxekaAg64eyzLc4t5O6A2UaBS9JkV7IOv0R9Kbatn7hslD7w3vwVv9vElP4O3gwbfTBjH//+BS6cBAGbsXO51PRjCZzti2lz+GfUULelLGwidKFJOMnaPKX+QvSEhT1ga4QumPLdY9UimlUOEmJg3clDBG4MuFwZvVgSD0Qn5CIIIfLQKJyXBoVaM9Pp0oex3ajrNciJEqlMvVVbvBHVm4Y0HWa9EsmahZrqCFpssLMumyQXS0q0sskMrwt+hMIrPX5n7hUmPvX1ePb3b2HWxZyqQ7jtxARLyhN/QQ1xr8WhLdZjYPHw9RbQv8/aVkPNcaz2GGpQMiZRHPzF7qItRYKPKwnb1tl2E91juGFbwrBAEYU2MFrKeBL3Skk9CmLdZSoyzbWI7puba9A7vNmNgQOgZtQv+CqvX0i8orat3i7DzZvqZnl5brYLymwnjZAe31K5Fr4Sn9vT22oW/G/FvSM09SI4N9+mZEl6XVJ9pz6z5/P/vHNODPPM2hYQ8wSMXRq9XeL2csFZDaEWRLuJb6/IramD1UroWue/8lcVeylAJxbmwTcTXk5g9VFLoG1F38THlRseNGjyxOpT0jiC0I+W5kguxN0q0jk3tKplIFPA8yK1m4JLVW039xWH1Utu1RjJoSXznSTCU5xYjMXuoJaOy5ISVPwc7tArh6IxMl2dMqwdYKWu8N8jlQpKj3/pP+f8Ls/AD+kQMio+hx+CAp+dBeA/k+lKeflNK01/215zR1DZa7wlhHUjIE6birWfVTsk5WF0bElJVj3h604FRY5yF87G0GHOtot2b9Wq1RGzIHdtOzwVhTQ4dOoS77roLCQkJiIiIQM+ePTF37lycPXtWdp+GhgbMnj0bycnJaNWqFTp37oypU6fi6NGjfJlff/0VDz74IJKSktCyZUvEx8fjr3/9K2pra306N6EOJkxZ9nq18+XFyAmYB39802PyrakLJ0i+54SeMbPx1QsoB1viSwop0ePtu3zw4icVRYlW4Wd21nkpfBlEL62r94sDYWxqVwz4590Y8M+7PZbVkrROOIh/55geuiRBNHPASM298JSvQok7x/RAcmy4pPND3I+y8pRUIwgUW09CngBgD08fiTTfEYv3O8f00MWoa8l0L8eeWfNdQlKFHa49s+arHvSx8/xIwnx++OEHnD9/HsuXL8d3332HF154Aa+++ioef/xx2X3++OMP7N27F//85z+xd+9efPjhh/jf//6H8ePH82WOHj2Ko0ePYtGiRdi/fz9WrVqFvLw83HXXXT6dm/AdXzrKDNZR9iT8xIO5UoO7Znao9ewLCK9DS9iuL1FzwgFzcUi5pz6EMMmhltUK/I03EWnipX49YWSYdUNCKl7+bpUuS9qpTYJoFmoiW/wRYSjVzxP2lVhiv2AiUGx9c817EISO+EucC88T7EIvLb0LSkUh63q2SXRGplceJnEYvbie5bnFGEz3kTCYzMxMZGZeeM569OiBsrIyvPLKK1i0aJHkPjExMdiyZYvLtpdeeglDhw5FZWUl4uPj0bdvX6xbt47/vmfPnnj66adx22234dy5c2jevLlX5ya8Y2xqV2wQbWOC3lsB58nbG52RiQaJ7f6aYuVvnPl5iPBCEJbW1RsWpeCL91WPsHo9Bo3EtlLNILeVp6N5mioQWlHksgRxuk7nZcdl52e/X+EzIv5NZyXFebzfnr7fX3PGZQpjoRcr9AAXBgk2FB2RfDbFfSTxe0b8d0NCKuB0elUXOxIotp488oSlsWKoj9Tgg9KAxJ5Z893WJRVj1NrnQgPpz86iHtcjrK/U8Wi9eKKhoQFOp9PlU1+vf5hkbW0t2rZtq3kfh8OB1q1bK5aJjo5G8+byY+renDvYUZPJmpXxZp1mMSwR14ydyxVDyIVeTvGKLEpoEWFme5H1Xivcl3OX5xZbsg8hRnjP9G4/1gdQm41dr1VqYiaO91zoTwYvfhLcPRNlv5cb1PF1Xjc7rlLfSI+l5+Rg/UaphISA78+C8LrEyx+rXWLYKjQ2NpKtl4E88oQqWLjdmdOnTa6J7/jb+7Fy00Eskdiuxwg5SwokhZRBTswe6vG8be5/Fr+98phP9ZLy+jPuHNNDswgXjyyr8cZ76w0i/Ef92UavPVTOU2fxwQcfYOJE1w7g3LlzkZOTo0Ptmjhw4ABeeuklPP/886r3OXPmDB577DFMnjwZ0dHRkmV++eUX/L//9/9w77336npuoonk2HBsLHPdNja1q8vzxjxaB3btw4Y//wWAjYJwWLEw3lhWzW9j/xcm4GLeUS2CyJNN8vS9Gi8hQy7RnVyZB1fv0XUJP3+yctNBYNZ8l2RpemOFpf5WK3h0PYndV7lDuM/RHX2iwmRXyhF6xNUydeEErJ69XlUERENCKhKzh+JHme8HL35SMpLF1/D/wYufxN6aMxiUkQlUFCEtvYtb32SPQc9PdEYmX/8+UWFeRaduKDqi+NucM30NL9jFeYj43E2az+o9X3xzAi2rW2rer/KoE2crKhATE+OynWx9E+SRJyyJp1AxNYnjpEbi5V6WWr3snnDm5xmyRJqSCBcbIDVi12ivtl5JZMT1TMweGrDhqIR6Jk2ahNraWpfPnDlzJMvm5OTA4XAofnbv3u2yz9GjR5GZmYlJkybh7rs9J20CmqIEbr75Zpw/fx7Lli2TLON0OjFu3DhccsklmDtXeo6nN+cmLiB8/wuFpbjjO+jk19jw0t04sGsfaitLUVtZipeWfowNRUewoeiIKqFWnluMlZsOurzzhe8+T15htYO63q6ZDZjrKZdDSfALBahc6LXSvWEDKcx2hFYUwZmfp5vHWS1qnh9f7w171tReG/NEs/J9osJUJY2Te46lolAips1FaV297L2T6sMlx4bzbcGejQ1FR1w88lJ9Cm/aT2pwQrhSgvj58RXhsy5+JtLSuxiWk0CpH2un5eZSUlLI1stAQp7QlNzGH0nxnPl5KM8tlhTCeoljrSKdlVcr+KU6ZswI+mMNdLUGXU5ot7n/WT2rI4tSW1h5Th9hDUJDQxEdHe3yCQuTfvZnzJiB0tJSxU/fvn358kePHsWIESOQlpaGFStWqKpPQ0MDbrzxRlRUVGDLli2SI/R1dXXIzMxEZGQk1q9fj9DQULcy3pybkMaTd5i9g2orS/lttZWlOLBrH++hF7OxrFpSoLF3lnB1EABYepmrJ0ZNB1pJ/HvrBVbjjReXFUcxeIPwWtTWXdhGzCOqZYk7f8CuRW37KJVLjg3H/pozXl0je97U5o1hYfZMvD/kLPPJcSF+voXosayZcNBer4EYYd+jISHVrS/C2lKvXDzC5549B/6Y9iH8HQmv0ZmfZ4tpJ4yQkBCy9TKQkCcsB/NuKIWLGYl4LpGSiJfDKE+30nHlRLmVPNd9osJk16UXU1hQpbhUntx9kbpeOxkswhjat2+P3r17K37Cw5s8O1VVVRg+fDgGDRqEN998E82aeTaVzLCXl5dj69ataNeunVsZp9OJ0aNHo0WLFvj444/58wnx5tyE7/zjudkuy9Ex77yQjWXVLmKM/Z+9l9m/4ndxaV294oCCmnd0aEWRT+8xM0SwlsFYodBRs066lnW6gQsixp9JUv0Zdl9aV++x3yEWwULbqTS45Mn5UFpXLxktomW9e1aX0IoiyVwHYrS0rdS68OL+5erZ61GeW8y3EftNsn/Z78eIe+pLH01pcEh4v4XvjtCKooB2lASbraceAmFpxCOI/n75KIl34VJpe2bNx9LL7sXSy+7FnlnzUVpXjznT18iOVAuvQ2h89QpFV+qs6C3spTK9eupQeFMHto9Up0LcCXHm59FyhYRXHD16FMOHD0fXrl2xaNEi1NTU4Pjx4zh+/LhLud69e2P9+qbO4Llz53DDDTdg9+7dePfdd9HY2Mjvw9aFraurw+jRo3Hq1Cm88cYbcDqdfJnGxkZN5ybkCT28G6dXzVMV+cTEdXJsOC9ETr87FUCTsB80cTIfXs868C9NHYxHr4jny4s79uzdzrydrAOtlMxL/K6SSu71wKXTTFsiamxqV58FjJZBCD1slJpjqBncYNctNxCjhzder4Fmqf6DsA8iN7jhCTVOlW8mjHPbpsUbz+qi5CkOrSjS3EcS32N2bKnBNql+ixH9iAO79rn0WYzsqwjbUtx/Zm3NyoRWFCH0sGvIeSATKLaehHyQ402ovD/C61mYmPDF44uIV2uwvH2hrtx0kE8UI8wOy4yFVFi9Vq+9N9cv7MyI9/e0FIkW1M7PFxpPcRmxtyAtvQtfJjF7qMu9EV6LsAOgJODJK0+oYfPmzfjxxx+xfft2XHTRRejUqRP/EVJWVoba2loAwE8//YSPP/4YP/30EwYMGOCyT0FBAQBgz549KCoqwv79+9GrVy+XMkeOHNF0bkKefY8v9FiGdV6Z50+YrE4NcvPv2fuqT1SYT/ZKnGE8OiPTLVxfjJTQ9HXu9ZD4NrLrqcsJezlxrNYGa31PKw0w3Dmmh26D41rRMvDh7XQ7tg771IUT8Cp3SLJMaV09f3zxcyWeQrdg2c28F114H9S0oaf+w8ayasWBE6XIR3Zs4VJxQrQ8M2yQTHic06vm8X3OtPQubr8zLd54NYkexZE+vs5Vl5sCJMSZn+fiDBEmPnbpQ3251ae62IlAsfUk5AnLIQxTlFsyRe7FzcScN4bRWxHvrRGWGhH2hJKn3VNHz0i0dpbUdHKFCe3E90ZpEMQfOQiIwGXatGngOE7yI4TjOEybNg0A0L17d9l9hg8fDgAYPny4bJnu3btrOjchz66ioy5/i8WsMASY2ZHy3GKcXjUPEz9+GUsvuxdf5T6PmInjseORy12Wp3vwxzfR69OFeODSaZI2iL2vpN6HhQVVkl5LIcKkYeLOvTijuNXmi0shtN9y7/wnuhzD0dFj+L/3zJrv8r4XCi4tAxPlucVudiI6I5Ovkx7eeE/7qeGJLsewevZ6TWJULGbl2paVk/Koy4lVhtY51HOmr8ETXY65bfdGpIr3kYtgBJrqLbc8HUPYXuz+yz2bidlD+WiaBctu9qr+Ss+L8NnQO9mcNwN3rL+kZRpEoBAotp6EPOEV/vDKA03GxtNLGrjwMlo9ez3/kUPPMKY509e4hNh7ojy32M3oGuExGLz4SQzN2y6btE5sxBOzh6LN/c8iYtqFrJohlwxHm/ufdduuhLBtlQYV1EQjiHMVSMHuO3nbCYLwBjVhwyyDvfB9JGWXpAQV66yzQVild5XUMZnA8nWgVkuiO/F+SvuqTdAm5bFNjg2XnC4gHIzVEikmrIdcLha1bejNVAK5JIiewu+1zttnIpQ9W0PztgOQtuuAex9Dyns/JL4N2tz/LH+s1bPXq+p7CVFKeucJdi1axK3ccye+B1LLx0lFAIoR9z/0Wlbx7L6VLn/LXYeWwTopEZ+W3kW1Y8NKuZQIbZCQJywD86Sz8Cb2Yi0sqHIJC5KCdaCY14IZLqWXmC+joVoHA9i1yQlYPRLwCNtMCiNf1HIdCDnY/fE2/NRTe9H8eIIITm6ed63m339hQZXiu+jArn0Ym9qVn7rTJyoMhQVV+Or65thYVo2pCyfw2xKzh+LOMT1cPH7M28VsmRwrNx2U9apNXThB1RJhgDFLzXkjYjx5+aSSkBUWVPGDK75OURDD+hdG4E1m/7GpXbFn1nxJe+lNe4uvTWmQSulZYmvKy/VX5J4vZtczn78fgHQfS2skydjUri7tI7zGXp82TaNR6m+o+S0IE9tFZ2Ty7aY1us8Xoe9rhI1ShBDg2tdi70d2vcJpDdFXjPKpHoT/ISFPWALxC1PNOuHiF5d49HjPrPledQLkXt7C7VpHnllGVGYcpcK7GGo89ErXpSVEasGym1WXBdQJZNZOnq5D2EnQ6lEX7kuinSAIIUodcLZ+NLMXUlOchCHug05+jSNrZvDixJmfhxk7l7vMPRYSnZHpZruUkn5JvfsWLLvZbbtUhJK3y5WZgaf3dObz9yM5NpwfiP9mwjjM2LncTUwK1xoXI7dd2JZ6DWiLvb4vTR3ssva5GqQyvWtFbm484Hu0n9ya7VIDMIwnuhyTnRLpDVlJcZL9HdZ2UmvYaxXUVs7grnVQTi75phw0FdH+kJAPUsIjIvwWHi+FVOclOiMT5bnFboY2Lb2LKrEmXK4MaBLJYoPi6aWltIa9EK0GUji67atxlXoxs22J2UMxNG87Qi4Zzn+npu1YCL7cM+HNs+IphNGXdvDnEkIEQdgTqQ49m/vL3scsyRWzO32iwtym7IjtlTM/z+X9Vp5bzEdENSSk8l57RkNCqluoNzumeFA4tKLI7Z3dkJDKfzwh7PjvrznjMTTeF+TCz9l2OdEsNfggtNV9osL4v+Xe9cJ7K1cPYZ+ADYSwtvUkkNjxs5Li+JB5Yeg8+37vuvf4PApyxxyb2hVjU7tKfidMOqZVtIntspos8Uz4y027A1yTNgr/ZfSJCnOpq/D7pZfdq2uunuTYcCRmD+WfGfZMPfdlJQD3FWqU2pAltQNcnyvmOGLHYX3O6IxMXaftST2negzE9RwyUPZY4mX0gKb3yerZ6/nrZe8VZ34eGrql+Fwfwr+QkCdMQ2rJMKkQRy3Z3aXEodbwernzqRH4Wuvmb4zyXgszvQqNoSeEba2mPGt/tp/aVQ3UdoIJgrA3Bzbs4f/POvUby6p54SWchuXMz8PUhRPclgBleU/Ykm/svTNn+ho+B0tpXb3b+1ROuArFuXgfsV1QY2PkPLlGhNRrRViH8txihFYUuSSgZXXfX3PGLSKMeXpZmzxw6TRF+8+OJTVgwyLg1E5HkEIo5sXCPjk2HA/++CZO3BOHQSe/xqCTX2N5hwGy3vgnuhxzEfO3PPcA/3825UJp9QR2XCVvP2tjOSGtVmAnZg/lB7iAC2H4bBBsxs7lLgJX2MYsooJdi9YVITzBfr+PXhHP5xwS/makEkqyurLfLeC5X+lPT7VcbgVAndAfm9pVtn8jNxghjiiiyEb7QkI+CNHLE2+kR1/LS0U4f17OUKlJaCSEGQfhshzsOEa84L0NRVMzyCH0zgPuI/FKI/OeygnvEzP6rH1YZ4AhdW/UDG6I25t5v8TYOVmLXISMmVEzBGFHeo4drPh9YvZQtw4se58IpyWJvZLC7Wzg0pMtYMvcOfPzPA4kKnn+lL7zp3gXiw2hgBaGvLPtcu9kdhy1SVS9qRs7t9IAr9q2Y9eWlRSH5NhwPHpFvKRAZc/MgV373AQ3e1aYmGfiV/j8ifs9LMmiGhEPXLDRpXX1bs/tgmU34yFnmeeL/fM4UxdOcLPhcm1phAiUErahFUWq7LzcffXkLPBlbXfxYJI3ORPEeJNwUS19osJIvAcIJOQJUxC+MIWdIbEYZJ0moTgU7se2s9F3KWHIvmP/V6oLgwlrYXm2Vrw/MWs5OW8Rd2zlDKe31xWdkYnCgip+AEPKqJNxIojghnnqTq+ah9CKIkmP7Z1jekiuOHLnmB58aDcT9uy9wxLaiRGH5gKuXkq5gWThe5BlbxdmC2eCRPxeDa0oMrSTrxfRGZmKgx1Kc60ZSuJLOMAhjlLQww6wNmYDMsmx4byAnzN9Df+csXtXWFCFHY9c7nYctsQcq+NLUwdj9ez1/LHEz44eiMW8VmcGm+o4deEEvh+k5HAQDoLdOaYHf77ojExdcgEAF8Lok2PDeVEv1XZSA19sm1TfQzjlgk2DYefTij9/l2xQSCkngNzghDijPZtWStgPEvKEpRAKM70MG+t4qZkfL7WvFV9wes239wYt90UuUkJYbzXJBaW2Sd0XEvEEQTCEc4/lvHTCweDBi5+UFOpSCTzVvnuF7yyhEBJmUBeWYflUWBizFcLlGZ6SiEkJKPE7mpWRSlImhdy870Env4YzPw8P/vgmL7ClvOTeRrsJBRm7P99MGIfVs9djeYcBAOCSuJaJ+eUdBvBzlhksDwKrH7t2reLaLAoLqtzaVuyMEd6nxOyhLisHhVYUuXioWZLG/TVnsLGsWjF8XPxMqZkipyZSRgm5ASg9Rbo4UaWUB9+TV9+XLPmsb+Y2CHJ4t9fHJMyBhDzhE96G/iq9SOW8rFIiTatw0xJ+zTz54o6Iv0W98HyeBLxce7AEN8Iwe7ZGvBbY/sL91CaeE86j1wK7fibchZEXdg6nV8LsZJQEYXfUvBuk3kfC0HnxduG8YeH3SnZILnQfuCAyhZEB7BxM5J1eNU/y+Go68XomuRMfS3x+sU0XJydj18CiDdSs/OJp+gLLVwBciMIQ769lFRcphOJNKiqvT1QYfx7hErDMM5+VFIepCye42EnhMrvCbWo9wH2iwmRXnHmVO8RHlTzkLMOdY3rgVe6Q6rB6RsglwzF48ZNoc/+zSEvvgvLcYv5+SE13Y/Vif2u19WpWYGDzvaWSTzLEHvrTq+bxzxxLOKlmGUKtfUs1Il84TYIxJL4Nnrw6CTv/4b7s29517wGAbKJEIVJtx65BPEU0tKII5bnF/Pd6JvQj/A8JecKSyL1EhdulBK4Yth6q0KhoDZfSkmxPLXqEzFslSsAoMS01gCK8F+KOG3njCYIQUlhQhT2z5rt0VNk7o7Cgihco7G+paV7Cfdg2ti9DnDlbiDCHi9A7LPf+Zh55loxKKi9LQ0KqYpSBVZakk0sm++gV8ZqjyUIrinB61Tx8M2EcQiuKsGfWfH5QV7gKgdBz7EvEGgsHf6LLMQDuURPsX/ZhU74KC6owNrUrQiuK8OgV8bz3nQlMYZh5YvZQr5Kwakngp8dScCxShf1e1CQkFs77X3rZvS7J/dTy6BXxfLuLn3W2OoQY8TZhv4HVW1x/8T1gf0dnZGq6P0zMqxH1SgnuxIgHzdgqCZ7KCp9Z8TWLnwvqP9kXEvKE3/DkYZTzusuRmD0Ue2bNVwxPExpyuZe4ELPEsZywl+qIsBew1gEGoRfdl0y+zCsvvFf+8IxLnUNqm9jwWnm0WfybUOOJJ089QahDyevGvmPvEPHfcseQWs5JDqEgAC6859Um7fJkj8TeSaMFvBYPv1zZtPQukpnFlTi9ap7btCrgQntaaS1sNRFq0RmZXtnMA7v28fsrMTRvO++Bl/Pcq4HZ+oaEVDzkLJN89kMrilz6E3eO6eG21BlDjXAVeua9sd3sfOJ9mVfe07mFx/FmkEXK6862Axfu4ZNXJ+HJq5MUj3V230rN4fzC8kp9NGF0BfsEaoRjoENCnjAF8QtSzjApJR1ZPXs977nwhHB0WEkAr9x00MXrwjz6viIVpqkVcb2tsJydGoTXruW6xZ0GYdJCdky5QRxaao4ggpPoK0bx74zCgir+//trzvCd6fLcYpdOq9RylsKkmkKECcCklpRjAkLKpkl5+aUQLpHF1rQWw7zSzvw8Re+8kbBzKp1baoBei5eYeYDZR3hvgSZbwOyAWIgwUakk9MV1FwohsSdUasBdHFafmD2U30/4LAjDmIV5GYTXqNaRIeeNlkJvT6swdF3YdmwpR3ZOX0VhVlKcS6QLa0uhwGbt4OkaS+vqsXLTQZf3gbh+evYZmFgXC/oDu/ahtrJU8/F8nZsvbh/h1ILVs9ejPLeY/w05v9zq07kI/0NCnrA0aj3keopaM0Yl7SLKfUWY/I59hEjNO5Uz0p4iEkjMEwQhfH+MTe2KxOyh/LtDTqgLt4sFfWFBleQ7SezBk0ueqhXhPp487v4U83Ii3pMXVUsbiEPWpb5Xsp1qbLlwBQAWBs+yoguvTWkqhHBwgWVV94Savs3Y1K4uYdTCJHr+tG/suVMzKCCVRI0NcrDl+6TaR06sqvGkixHO4xc+N6V19W7XYMRvRijWhWLeGxEv9uTrBXnfA4fmZleA8B9GheSGR0TgzOnTXpcVv1ilwoGUvBulotF9oRedCUPhSystvYukERQmaBEmNYJEB0IPT724nlLHM2r5Oa1J7qTgE9/9+e/Q+5u2N36/gzeiTfdtvZsnXm4d+MIC+WkSidlD0efPeyHc38gOjZZn29tjUag8QRgDe080JKQCAhHMtov/BZitkBdZwhD8hoRUoKrS5R3UkJCK0Iqipvm1cBc0LueR8Uyz9z7z8IrxJJb1THKnlYaEVAwRvdNYmwB/toFIXIkRXr8Q5g3mk8VJnJ+1e0NCKuBih+Tri6pKbCyrxiDB6Zz5eYgQ3Ff+uRD1B/iIidxiN7sUWlHkEuotbAfhfVUSVcmx4Rib2hWPXhGP4c9/xW/fX3MGQ+I92w5hgltvYc9TyCXDeXsfAmBX5W9ITkjFj5H9+VUEhAnWIv683sTsoSjPLW5q45PHXH4vG4qOuEU+JMeG47kvK/EgvBOc4mUgmbdZbvoMo2kwoWmwYX/NGa9F/tl9K9Fi4J2Iif9zecXUrti77j2c3bfSq+PJITX48dLSj5H10t1u24WZ+IX36MI7pikixJmXq2sdCeMhIU+YjvDlLzR0gLQBdjOGos7Q1IUT+CzA4hBIfh8ZhMmPLpS9kJH1wuh7MUo3HXRLpiceQBB+50n8Sx1DSvDeOaYHv8axHolsjEBp/WDW6dFqoIUJp1jHQMs8VYIgggP2vk8UbX/0iniEdslE4p9lxP8yWzRY9P4SdnyFkUINMucX2zH29+DFT/Lvo3IPnsbSunpeqArfYVlJccDJY3Dm5/3pbSzG4IwiN+Hob+TOKwyDTgawXDAdjoWlJ2YPxZzpa1xs4IJlN/NLAgrvxZ5Z85uWOhO9/71d1aYpKV1qk9f55DF+e3luMfpNcz3O4IxMJMrYNVYXT+3AjseuSbgqgXjAiQncR6+Id8uFsLGs2tQBG2FdgAsDJ0qJH4UwsQxIC9InuhzDnuebbD5b2k48uMKfFwAUhDffJyyoQr+EVESzfUXl2KCCL7kmhBnmL3jgx3t9vAO79gEqstYL23BjWbXkqhbidxbriwECp9kVowAs8bq+hP+xRWj9smXLkJCQgPDwcAwePBhffPGF2VUidMTbOVziZUb0Op9YHCZmD+WXLZHy8Iu9B1JLFImXmmHbhOHlUmU8YZTH3hdCLhneNHJ//7MIuWS4pmtSSsLH7oHaAQCWCMrXZHd6eMzZMVgyOyOjY4THNvp8BKE3vtr7hm4p/P/F73phiLBwnrHwb2GCOuH8W2F5NYmw5DJhMzwNKEu924VChS1r5+8QWS3Ztll7KwmjwYufRHRGpsv19okKQ8S0uZLlxeI9Ytpc3eaBS91TpXw+wudDaq620jPiS503llV7XGPcHwyJb8N/wiMi+DYQz+GPzsiEY8U6ABfaRPxMMOHpKd+CGsS/T/Hzxb4X12HnP0a5ZJ4XJt6TeuaVktqd3beS/2woOuKTN14cXr+xrBo7/zGKT5a3sayaT55Xk/t3fptwEE0Ob/vRhHWwvEd+7dq1mDlzJpYtW4bLL78cy5cvR1ZWFr7//nvEx8d7PgBhacSeCy37sbC5O8f04JMCCT3UbP1YtR0d4ZJCch0kKTEunIMlXLNW/B0g7WUX/y323DclaHEtJxd6qEcYnRFIDY5IoSWBD/OiyXnFCIKwF3rbezlhJkycJeXFVuNVZXhaz10cdi9EKYQ8Mbvp/1LvOObNFXfC98yaj37rP1Wsj9kIQ+KFXmwpm6s0tU5NsjKpey1VRgqp48slMmTfSXmMleqkZO+EHmspmkSd+9rjZiIU6YMA19/Wn8kmH70iXva6mIhn7cM88b7A2tjTSj1sqoJQnKsdsNpQdERxrXdf7lVtZSkgyI0geWwVHnshUpn9+UFKwUAoYQ8sL+QXL16Mu+66C3ff3TTnY8mSJdi0aRNeeeUVLFiwwOTaEXqiNSQwYtpc4M9wRZYOhv27YNmFcnqONqoR92q/E84JZ6HibJ+pgtBx4bxxVs6brPdmIgxNZX97s2QQjR4TROCil73XYkuUhLZahMJE7bza6IxMTF0oHbYvrI/SQKVcNnsYPKCrNHghPr+wbYTCQSjS2LQDIQ1osvFy1x8haBul+yaVv0AK8X0TDqAIPZtS+wu3+TK9IbSiCIjs77adCWPpsG17ISXiWRI8Id46ecTwETbsb4n6CM99YNc+bPjz/0riXAu+3ithtvsDADYAvDe+trIUG4oGelzKjiEc2GJ9MGG/LPTwbp/qSvgfSwv5s2fPYs+ePXjsscdcto8ePRoFBQUm1YqQgyXzUpsgTM9EYnJoEX2ewhTl1jEvF8wx8pSJVm7tYuE28TE8JWhRqp8VGJq3nf9/G0EHr42os9nmkuFo/H6H7HGE97JBMM/NH8iFpis9v0auB09rzROBhlH2Xk5YCZOPyQkvYadX6lhSokS8TU7YCzvRch5eqXMmx4ZD7q3jDxsgFPGebDibqzskvo3htt5XmKDzFGHBkLpvzLkgdWzggpd9kMJxpTzxybHhaIhtSsoHwOdQbaNgdqcpCd9wAE1J8di2nf9w9UrP31Km6rh6iXrAXbgzWL4BFpou5rKnmpZlY+Je6LkXXpeUoPblXnnaV+p7YYSA8HpdBHtFEb4R5YNy5ufBeTo4VlAKJCw9R/7nn39GY2MjOnTo4LK9Q4cOOH78uOQ+9fX1cDqdLh/C+lghIZnaLLJS+8mJfK3nVbuf3DmDCU/zVNn3Vni2CIJQRqu9t4qtFyeZEqMUHq12eVUxcmtnmxmttL/mjJvYkhI1crbLmwgtb1BjD+REo3i7VJ3FAz3C+y/3LAiXS1MiKylO9UCDXWCCU5jPRhgBoTTPW9i+YnGu9LtTe1+kEM+Lt0KuAjFalqpjSzt6+y4izMfBcRxndiXkOHr0KLp06YKCggKkpV1YaOTpp5/G22+/jR9++MFtn5ycHMybN89te21tLaKj/enDIwiCCAycTidiYmJ0fY8WFxfjipFZGDR7rVf773/5PqxZ8QKuvfZaXeojZPz48SgpKUF1dTXatGmDUaNGYeHChejcubPsPh9++CGWL1+OPXv24JdffsG+ffswYMAAlzIrVqzAe++9h71796Kurg6//fYbWrdu7VLm6aefxqeffoqSkhK0aNECv//+u+7XZ0W02nuy9QRBEPpihK0HgNatWyP+tn+hZccEzftWbnoNEwfE4aWXXtKtPoxAsPWW9si3b98eISEhbqPx1dXVbqP2jDlz5qC2tpb/HDlivdEygiAIwrqMGDEC//nPf1BWVoZ169bhwIEDuOGGGxT3OXXqFC6//HI8++yzsmX++OMPZGZm4vHHH5ctc/bsWUyaNAn333+/1/W3I1rtPdl6giAIwhcCwdZbeo58ixYtMHjwYGzZsgUTJlzIOLllyxZkZ2dL7hMWFoawMOstyUUQBEHYg4cffpj/f7du3fDYY4/huuuuQ0NDA0JDQyX3mTJlCgDg0KFDssedOXMmAGDHjh2yZZiXedWqVZrqbHe02nuy9QRBEIQvBIKtt7SQB4BZs2ZhypQpSElJQVpaGlasWIHKykrcd999ZleNIAiCMJGGhga3udF6C7xff/0V7777LtLT02UNO6EPZO8JgiAIMY2NjWTrZbC8kL/pppvwyy+/YP78+Th27Bj69u2LDRs2oFu3bmZXjSAIgvCBcw0NmhLzCKn/4zQ++OADTJw40WX73LlzkZOT43PdZs+ejaVLl+KPP/7AZZddhk8++cTnYxLKkL0nCIIITI58V4rmR37XvN+p49XYXV+BmJgYl+1k65uw9Bx5xvTp03Ho0CHU19djz549GDZsmNlVIgiCIExm0qRJLvOka2trMWfOHMmyOTk5cDgcip/duy+sofv3v/8d+/btw+bNmxESEoKpU6fCwrlhAway9wRBEISQlJQUsvUyWN4jTxAEQRBShIaGqs6sO2PGDNx8882KZbp3787/v3379mjfvj0uvvhi9OnTB127dsXOnTtdMqoTBEEQBGEsISEhZOtlICFPEARBBDzMWHsDG52vr6/Xs0oEQRAEQehIsNl6EvIEQRAE8SfFxcVNa9xfcQXatGmDgwcP4sknn0TPnj1dRuh79+6NBQsW8BnWf/31V1RWVuLo0aMAgLKyMgBAx44d0bFjRwDA8ePHcfz4cfz4448AgP379yMqKgrx8fFo27YtAKCyspI/VmNjI0pKSgAAvXr1QmRkpF/agCAIgiACmUCx9baYI08QBEEQ/iAiIgIffvghRo4ciaSkJNx5553o27cv8vPzXTLklpWVoba2lv/7448/xsCBAzFu3DgAwM0334yBAwfi1Vdf5cu8+uqrGDhwIP7yl78AAIYNG4aBAwfi448/5ss8+eSTGDhwIObOnYuTJ09i4MCBGDhwoMucPoIgCIIgvCdQbL2Ds9OMfi9wOp2IiYlBbW2t6vkVBEEQxAWMeI8WFxfjsmGj0G7MP73a/7cdS7D+nVdx7bXX6lIfwt6QrScIgvANo96jrVu3hmPgnWge3Unzvqe+34C7MvvipZde0q0+gQR55AmCIAiCIAiCIAjCRpCQJwiCIAiCIAiCIAgbQUKeIAiCIAiCIAiCIGwECXmCIAiCIAiCIAiCsBEk5AmCIAiCIAiCIAjCRpCQJwiCIAiCIAiCIAgbQUKeIAiCIAiCIAiCIGwECXmCIAiCIAiCIAiCsBEk5AmCIAiCIAiCIAjCRpCQJwiCIAiCIAiCIAgbQUKeIAiCIAiCIAiCIGwECXmCIAiCIAiCIAiCsBEk5AmCIAiCIAiCIAjCRpCQJwiCIAiCIAiCIAgbQUKeIAiCIAiCIAiCIGwECXmCIAiCIAiCIAiCsBEk5AmCIAiCIAiCIAjCRpCQJwiCIAiCIAiCIAgbQUKeIAiCIAiCIAiCIGwECXmCIAiCIAiCIAiCsBEk5AmCIAhCgvr6egwYMAAOhwMlJSWKZTmOQ05ODjp37oyIiAgMHz4c3333ndvxHnzwQbRv3x6tWrXC+PHj8dNPP7mU+e233zBlyhTExMQgJiYGU6ZMwe+//67zlREEQRAEAdjb1pOQJwiCIAgJHn30UXTu3FlV2eeeew6LFy/G0qVLsWvXLnTs2BFXX3016urq+DIzZ87E+vXrsWbNGnz55Zc4efIkrrnmGjQ2NvJlJk+ejJKSEuTl5SEvLw8lJSWYMmWK7tdGEARBEIS9bT0JeYIgCIIQsXHjRmzevBmLFi3yWJbjOCxZsgRPPPEErr/+evTt2xdvvfUW/vjjD7z33nsAgNraWrzxxht4/vnnMWrUKAwcOBDvvPMO9u/fj61btwIASktLkZeXh9dffx1paWlIS0vDa6+9hk8++QRlZWWGXi9BEARBBBt2t/Uk5AmCIAhb0tDQAKfT6fKpr6/3+bgnTpzAX/7yF7z99tto2bKlx/IVFRU4fvw4Ro8ezW8LCwtDRkYGCgoKAAB79uxBQ0ODS5nOnTujb9++fJnCwkLExMQgNTWVL3PZZZchJiaGL0MQBEEQwURjYyPZehmaaypNEARBEDrQvn17cGf/wO/lxXCERWnalzt3Bo0na7Bx40ZMnDjR5bu5c+ciJyfH63pxHIdp06bhvvvuQ0pKCg4dOuRxn+PHjwMAOnTo4LK9Q4cOOHz4MF+mRYsWaNOmjVsZtv/x48cRFxfndvy4uDi+DEEQBEHYidozHEIOFKNZu4s17cdxHBqP/4AffnAgJibG5Tuy9U2QR54gCILwOz169ICjTQIaj+3RvO/541/DEdkBS5cuRW1trctnzpw5kvvk5OTA4XAofnbv3o2XXnoJTqdT9jhKOBwOl785jnPbJkZcRqq8muMQBEEQhBV5781X0Xh8H7jz5zTtx9X9BO70b1izZg3ZehnII08QBEGYQuXXn6FrtwSc/6MGzVrGqtqHq3fi/C9l+Hb/1wgLC0NYWJiq/WbMmIGbb75ZsUz37t3x1FNPYefOnW7HTUlJwa233oq33nrLbb+OHTsCaBpl79SpE7+9urqaH7nv2LEjzp49i99++81lpL66uhrp6el8mRMnTrgdv6amxs0DQBAEQRB24KabbsKtd/0V52u+Q0iH/qr24bjzaDy6G806DpD0XssRbLaehDxBEARhChdddBGaxV6C81W74OiVpWokuvHYHjja9MSll16q6Vzt27dH+/btPZb797//jaeeeor/++jRoxgzZgzWrl3rMp9NSEJCAjp27IgtW7Zg4MCBAICzZ88iPz8fCxcuBAAMHjwYoaGh2LJlC2688UYAwLFjx/Dtt9/iueeeAwCkpaWhtrYWxcXFGDp0KACgqKgItbW1fAeAIAiCIOxEs2bNsH3DBxgxcjSatb0YjtAIj/twv/4InG/E6YOfazpXsNl6EvIEQRCEafxa9jlat+sAznkEjph4xbLnT9WAc/6EqiOHDatPfLxrHSIjIwEAPXv2xEUXXcRv7927NxYsWIAJEybA4XBg5syZeOaZZ5CYmIjExEQ888wzaNmyJSZPngwAiImJwV133YVHHnkE7dq1Q9u2bfG3v/0NycnJGDVqFACgT58+yMzMxF/+8hcsX74cAHDPPffgmmuuQVJSkmHXTBAEQRBGMnz4cDgiO+L8ia8RctFlimW5xgY0HtuL/7z3Flq0aGFIfQLF1pOQJwiCIEwjJiYGLy1ZhAf/9g84oi+CwyGduoXjOJw/ugvNYi9Vvd6rkZSVlaG2tpb/+9FHH8Xp06cxffp0/Pbbb0hNTcXmzZsRFXUhkd8LL7yA5s2b48Ybb8Tp06cxcuRIrFq1CiEhIXyZd999F3/961/5jLfjx4/H0qVL/XdhBEEQBGEA3xbm4dK+/dCsfR84wmNky52v+Q6OFpG44YYb/Fg7aaxu6x0cx3E+XJ/lcTqdiImJQW1tLaKjo82uDkEQhO0w+j3a0NCAFlHt0Sz2UoS07y1Z5vzvh9H4UwGcv1a7GEyCAMjWEwRB+Io/3qMh7ZPAnatH84SrJL/nGk7jXOl/8eXnO3D55ZcbUodAgrLWEwRBEKYSGhqKde+9ifPHS8A1Nrh9z3Hn0XhsN1556QUS8QRBEARhU6q+zQdXV4XzJ92TvQHA+eP74IjqTCJeJSTkCYIgCNOZMGECHGFROF/9rdt3538pA+DA3Xff7f+KEQRBEAShCx07dkSzuL44f3QXxEHh3Jnfcf7XH/FD8RaTamc/SMgTBEEQpuNwOPDl5vU4X/Mt/n97dxcS15mHAfyZqeNgzThok8k4akTaWEjHuJC0yUhpG8PmA01aAiUt2WAJFFqY9KK5akoxF4XkqmwvlnahNKQsNAtrElySlhiipsWx3fpBRtNat7F+xckEV0cT4+f896J4uqPj10bPvK8+PxDCnNc5z/whPryjc45MjBiPy9QEoqFmXPr7OSQl8bIuREREOou0fwMZvw+JxF64dupOA6xPbEZ+fn6CkumHG3kiIlJCUVERLI4sTIWajMei4SAsdicOHjyYwGRERES0HNatW4e//uXPmLrzAyQ6BQCI3g9B7vehr7U2wen0wo08EREpo+1fVZD//AJ5OAAZf4DovVbUX69c1D3miYiISH3Hjh0DLFZE+9t+vyuNqwAulyvR0bTCjTwRESlj8+bNsD6Rj6m+HzAVaoIlLQfPPfdcomMRERHRMklKSsI///G33y5y2/8zZGIEw798k+hY2ln1HzicvpDC0NBQgpMQEelp+uenWXcrDd2qhcudBUgUv/z7Z1POSXpj1xMRPRqzu76kpASWlHRM9dTh888/x+OPP27KeVeTVX8f+Z6eHuTk5CQ6BhGR9rq7u5GdnW3KuZLyioGpCUx28R16Whi7nohoeZjZ9cFgEH/4458w3tuIxx57zJRzriarfiMfjUZx584dOBwOrT5jOTQ0hJycHHR3dyMtLS3RcRZFx8yAnrl1zAwwt5mWM7OIYHh4GB6PB1YrP5FF6mHXm0fHzABzm0nHzICeudn1a9uq/9N6q9Vq2rtKKyEtLU2bHybTdMwM6Jlbx8wAc5tpuTI7nc5lSEO0Mtj15tMxM8DcZtIxM6Bnbnb92sS3W4iIiIiIiIg0wo08ERERERERkUa4kVeU3W5HeXk57HZ7oqMsmo6ZAT1z65gZYG4z6ZiZaK3R8f+pjpkB5jaTjpkBPXPrmJmWz6q/2B0RERERERHRasLfyBMRERERERFphBt5IiIiIiIiIo1wI09ERERERESkEW7kiYiIiIiIiDTCjfwKOXXqFCwWS8yX2+02josITp06BY/Hg5SUFLz00ktobW2NeY6xsTEcP34c69evR2pqKg4ePIienp6YNQMDAzh69CicTiecTieOHj2KwcHBRee8ceMGDhw4AI/HA4vFgkuXLsUcNzNnV1cXDhw4gNTUVKxfvx7vvPMOxsfHl5z5jTfemDX7nTt3JjTz6dOn8eyzz8LhcMDlcuGVV15BW1ub8rNeTG4V5/3JJ59g69atSEtLQ1paGnw+H7766iulZ71QZhXnTLTWsevZ9TPp2PfsenUyqzhnUpjQiigvL5dnnnlG+vr6jK9wOGwcP3PmjDgcDqmoqJBgMCiHDx+WzMxMGRoaMta89dZbkpWVJVVVVdLY2Ci7du2SwsJCmZycNNbs27dPvF6v1NXVSV1dnXi9XiktLV10zitXrsj7778vFRUVAkAuXrwYc9ysnJOTk+L1emXXrl3S2NgoVVVV4vF4xO/3LzlzWVmZ7Nu3L2b2/f39MWvMzrx37145e/astLS0SHNzs5SUlMimTZvk/v37Ss96MblVnHdlZaVcvnxZ2trapK2tTU6ePCk2m01aWlqUnfVCmVWcM9Fax65n18+kY9+z69XJrOKcSV3cyK+Q8vJyKSwsjHssGo2K2+2WM2fOGI+Njo6K0+mUTz/9VEREBgcHxWazyfnz5401vb29YrVa5euvvxYRkVu3bgkAqa+vN9YEAgEBID/99NOSM88sSjNzXrlyRaxWq/T29hprvvzyS7Hb7RKJRBadWeS3H4Ivv/zynN+T6MwiIuFwWABIbW2tiOgx63i5RfSYt4hIenq6fPbZZ9rM+n8zi+gzZ6K1hF3Prl+Ijn3PrmfXkx74p/UrqL29HR6PB3l5eXjttddw+/ZtAEBHRwdCoRD27NljrLXb7XjxxRdRV1cHAGhoaMDExETMGo/HA6/Xa6wJBAJwOp3YsWOHsWbnzp1wOp3GmkdhZs5AIACv1wuPx2Os2bt3L8bGxtDQ0LDk7DU1NXC5XMjPz8ebb76JcDhsHFMhcyQSAQBkZGQA0GfWM3NPU3neU1NTOH/+PB48eACfz6fFrGdm1mHORGsVu55dPx8d+55dz64nPSQlOsBqtWPHDnzxxRfIz8/H3bt38eGHH6KoqAitra0IhUIAgI0bN8Z8z8aNG9HZ2QkACIVCSE5ORnp6+qw1098fCoXgcrlmndvlchlrHoWZOUOh0KzzpKenIzk5ecmvZf/+/Xj11VeRm5uLjo4OfPDBByguLkZDQwPsdnvCM4sI3n33XTz//PPwer3Gc01nmJlJlVnHyw2oO+9gMAifz4fR0VGsW7cOFy9exJYtW4wSU3HWc2UG1J0z0VrGrmfXz0fHvmfXs+vZ9frgRn6F7N+/3/h3QUEBfD4fnnzySZw7d864aIXFYon5HhGZ9dhMM9fEW7+Y51kKs3Iu12s5fPiw8W+v14vt27cjNzcXly9fxqFDhxKe2e/34+bNm/j2229nHVN51nPlVnXeTz/9NJqbmzE4OIiKigqUlZWhtrZ2zudSYdZzZd6yZYuycyZay9j17Pr56Nj37Hp2PbteH/zTepOkpqaioKAA7e3txhVtZ77jFQ6HjXfH3G43xsfHMTAwMO+au3fvzjrXvXv3Zr3L9v8wM6fb7Z51noGBAUxMTDzya8nMzERubi7a29sTnvn48eOorKxEdXU1srOzjcdVn/VcueNRZd7Jycl46qmnsH37dpw+fRqFhYX4+OOPlZ71XJnjUWXORPQ7dj27fpqOfc+uT2zmeFSZM6mJG3mTjI2N4ccff0RmZiby8vLgdrtRVVVlHB8fH0dtbS2KiooAANu2bYPNZotZ09fXh5aWFmONz+dDJBLB999/b6z57rvvEIlEjDWPwsycPp8PLS0t6OvrM9ZcvXoVdrsd27Zte6TX0d/fj+7ubmRmZiYss4jA7/fjwoULuH79OvLy8mKOqzrrhXLHo8K84xERjI2NKTvr+TLHo+qcidYydv3a7npAz75n16uROR5V50yKWJ5r5tFMJ06ckJqaGrl9+7bU19dLaWmpOBwO+fXXX0Xkt1tiOJ1OuXDhggSDQXn99dfj3hIjOztbrl27Jo2NjVJcXBz39hJbt26VQCAggUBACgoKlnRLmuHhYWlqapKmpiYBIB999JE0NTVJZ2enqTmnb4Oxe/duaWxslGvXrkl2dnbc22DMl3l4eFhOnDghdXV10tHRIdXV1eLz+SQrKyuhmd9++21xOp1SU1MTc0uRkZERY42Ks14ot6rzfu+99+TGjRvS0dEhN2/elJMnT4rVapWrV68qO+v5Mqs6Z6K1jl3Prp9Jx75n16uRWdU5k7q4kV8h0/eqtNls4vF45NChQ9La2mocj0ajUl5eLm63W+x2u7zwwgsSDAZjnuPhw4fi9/slIyNDUlJSpLS0VLq6umLW9Pf3y5EjR8ThcIjD4ZAjR47IwMDAonNWV1cLgFlfZWVlpufs7OyUkpISSUlJkYyMDPH7/TI6OrqkzCMjI7Jnzx7ZsGGD2Gw22bRpk5SVlc3KY3bmeHkByNmzZ401Ks56odyqzvvYsWOSm5srycnJsmHDBtm9e7dR7KrOer7Mqs6ZaK1j17PrZ9Kx79n1amRWdc6kLouIyPL/np+IiIiIiIiIVgI/I09ERERERESkEW7kiYiIiIiIiDTCjTwRERERERGRRriRJyIiIiIiItIIN/JEREREREREGuFGnoiIiIiIiEgj3MgTERERERERaYQbeSIiIiIiIiKNcCNPREREREREpBFu5ImIiIiIiIg0wo08ERERERERkUa4kSciIiIiIiLSyH8BuLGdNimh628AAAAASUVORK5CYII=",
+      "text/plain": [
+       "<Figure size 1200x400 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# all-sky heating rates\n",
+    "plt.figure(figsize=(12,4))\n",
+    "plt.subplot(1,2,1)\n",
+    "plt.contourf(QR[0].y, height1d, QR[0].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky shortwave heating\"); plt.ylabel(\"height / km\")\n",
+    "plt.subplot(1,2,2)\n",
+    "plt.contourf(QR[1].y, height1d, QR[1].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky longwave heating\"); plt.ylabel(\"height / km\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "ce3d837b-d8aa-46f5-ab93-74a8641318c2",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x1200 with 12 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# shortwave fluxes\n",
+    "plt.figure(figsize=(12,12))\n",
+    "\n",
+    "# all-sky\n",
+    "plt.subplot(3,2,1)\n",
+    "plt.contourf(FD[0].y, height1d, FD[0].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=1000*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky shortwave down FD\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(3,2,3)\n",
+    "plt.contourf(FU[0].y, height1d, FU[0].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=1000*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky shortwave up FU\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(3,2,5)\n",
+    "plt.contourf(FN[0].y, height1d, FN[0].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=1000*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky shortwave net FN\"); plt.ylabel(\"height / km\");\n",
+    "\n",
+    "# clear-sky\n",
+    "plt.subplot(3,2,2)\n",
+    "plt.contourf(FD_NC[0].y, height1d, FD_NC[0].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=1000*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Clear-sky shortwave down FD_NC\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(3,2,4)\n",
+    "plt.contourf(FU_NC[0].y, height1d, FU_NC[0].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=1000*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Clear-sky shortwave up FU_NC\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(3,2,6)\n",
+    "plt.contourf(FN_NC[0].y, height1d, FN_NC[0].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=1000*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Clear-sky shortwave net FN_NC\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "67130218-6ab1-4af0-890d-87600d4b3312",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x1200 with 12 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# longwave fluxes\n",
+    "plt.figure(figsize=(12,12))\n",
+    "\n",
+    "# all-sky\n",
+    "plt.subplot(3,2,1)\n",
+    "plt.contourf(FD[1].y, height1d, FD[1].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=500*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky longwave down FD\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(3,2,3)\n",
+    "plt.contourf(FU[1].y, height1d, FU[1].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=500*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky longwave up FU\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(3,2,5)\n",
+    "plt.contourf(FN[1].y, height1d, FN[1].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=500*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky longwave net FN\"); plt.ylabel(\"height / km\");\n",
+    "\n",
+    "# clear-sky\n",
+    "plt.subplot(3,2,2)\n",
+    "plt.contourf(FD_NC[1].y, height1d, FD_NC[1].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=500*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Clear-sky longwave down FD_NC\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(3,2,4)\n",
+    "plt.contourf(FU_NC[1].y, height1d, FU_NC[1].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=500*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Clear-sky longwave up FU_NC\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(3,2,6)\n",
+    "plt.contourf(FN_NC[1].y, height1d, FN_NC[1].transpose()[1:], extend=\"both\", cmap=\"RdBu_r\", levels=500*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Clear-sky longwave net FN_NC\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "8445f3a8-b914-493b-829d-d25410c5b46b",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 8 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# height, pressure, pressure thickness and density\n",
+    "# longwave fluxes\n",
+    "plt.figure(figsize=(12,8))\n",
+    "\n",
+    "# height\n",
+    "plt.subplot(2,2,1)\n",
+    "plt.contourf(P.y, height1d, height.transpose()); plt.colorbar()\n",
+    "plt.title(\"Height\"); plt.ylabel(\"height / km\");\n",
+    "# pressure\n",
+    "plt.subplot(2,2,2)\n",
+    "plt.contourf(P.y, height1d, P.transpose()); plt.colorbar()\n",
+    "plt.title(\"Pressure\"); plt.ylabel(\"height / km\");\n",
+    "# pressue thickness\n",
+    "plt.subplot(2,2,3)\n",
+    "plt.contourf(DP.y, height1d, DP.transpose()); plt.colorbar()\n",
+    "plt.title(\"Pressure thickness\"); plt.ylabel(\"height / km\");\n",
+    "# density\n",
+    "plt.subplot(2,2,4)\n",
+    "plt.contourf(RHO.y, height1d, RHO.transpose()); plt.colorbar()\n",
+    "plt.title(\"Density\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "25e8a8ed-cac5-4d0d-ae9b-b1ae745a5cca",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "## Test different approaches to derive radiative heating"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "805e5dd2-52f5-4d0e-a5b2-77e94edb9cbd",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aproach 1: use all-sky flux divergence and QR to derive \"effective\" scaling factor\n",
+    "\n",
+    "The approach is based on the idea that $RH = \\alpha dF/dp$, where $\\alpha$ should be the same for all-sky and clear-sky and longwave and shortwave."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "db241470-fdb1-45cc-9bc8-98090732dfac",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# derive alpha based on all-sky longwave\n",
+    "# use label=\"lower\" so that x-coordinates are the same as for QR, i.e., run from 0.5 to 124.5\n",
+    "alpha = QR[1]/(FN[1].diff(\"x\", label=\"lower\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "797b5eb7-615d-4412-a102-a160134b3627",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# if this approach works, it should allow us to recalculate the all-sky shortwave and longwave heating\n",
+    "QR_SW_dia1 = alpha*FN[0].diff(\"x\", label=\"lower\")\n",
+    "QR_LW_dia1 = alpha*FN[1].diff(\"x\", label=\"lower\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "7a647b6e-6c30-46ec-a39a-8071279fce5c",
+   "metadata": {},
+   "source": [
+    "But the comparison of the diagnosed all-sky shortwave heating with the actual heating shows that this approach is not feasible. I.e., see the diagnosed shortwave heating above 15 km. This is likely because for pixels with near zero flux longwave divergence, alpha becomes very large, and this can easily create (numerical) errors that are as large as the heating rate. \n",
+    "\n",
+    "One might avoid this by deriving alpha separately for shortwave and longwave, but the same problem might occur when using alpha derived from all-sky fluxes is applied to clear-sky fluxes."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "1a7bca86-4b8e-4d3d-8351-8ce788f322a9",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 8 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(12,8))\n",
+    "\n",
+    "# actual heating\n",
+    "plt.subplot(2,2,1)\n",
+    "plt.contourf(QR[0].y, height1d, QR[0].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(2,2,2)\n",
+    "plt.contourf(QR[1].y, height1d, QR[1].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky longwave heating\"); plt.ylabel(\"height / km\");\n",
+    "# diagnosed heating\n",
+    "plt.subplot(2,2,3)\n",
+    "plt.contourf(QR[0].y, height1d, QR_SW_dia1.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed all-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(2,2,4)\n",
+    "plt.contourf(QR[0].y, height1d, QR_LW_dia1.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed all-sky longwave heating\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "c81a73c8-75e1-4a42-bfd0-09aadefd4fed",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aproach 1b: use all-sky flux divergence and QR to derive \"effective\" scaling factor separately for longwave and shortwave\n",
+    "\n",
+    "This is the same as approach 1 except that $\\alpha$ is defined separately for shortwav and longwave."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "b86386c1-f859-4ef6-a59a-0a5ab361f839",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# derive alpha\n",
+    "# use label=\"lower\" so that x-coordinates are the same as for QR, i.e., run from 0.5 to 124.5\n",
+    "alpha1b = QR/(FN.diff(\"x\", label=\"lower\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "51d90b67-f1a8-4f72-b02e-a04e3b67d49d",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# if this approach works, it should allow us to recalculate the all-sky shortwave and longwave heating\n",
+    "QR_SW_dia1b = alpha1b[0]*FN[0].diff(\"x\", label=\"lower\")\n",
+    "QR_LW_dia1b = alpha1b[1]*FN[1].diff(\"x\", label=\"lower\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "d90a96f3-c0b2-4287-8667-dbb5b9278c92",
+   "metadata": {},
+   "source": [
+    "The comparison of the diagnosed all-sky shortwave heating with the actual heating shows that this approach works for all-sky heating. This is expected and must be so by construction."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "6c561633-4674-4a74-bb4f-d7e7c97db83f",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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LkZ+fj5tvvllyn2uuuQZbtmxBVlYWRo8ejfXr1yM6Opr//NFHH8Xtt98Om82GadOmGVIHJR577DGsXr0a48aNw/z589GlSxd88cUXWLp0KR5++GFceeWVLo/RvXt3hIeH47333kOvXr0QERGBTp068Z6LESNG4PHHHwcAfiQ+PDwcGRkZ2LRpE/r27Yu4uDj+eKNGjUJISAjuvPNOPPHEEzh//jyWLVuG06dPS55/9OjRuOKKKzBt2jScOHHCIbwOALp27Yr58+fj6aefxqFDh5CVlYW2bdvi5MmTKCkpQevWrTFv3jzNbSdG7XmioqJw3XXX4Z///CdiYmLQtWtXFBQUYOXKlQ4dEwD8PL833ngDkZGRCAsLQ1JSkmQYnRbmz5+PcePGYcyYMXj00UfR1NSEf/7zn4iIiPCKl4AgCMITAs32S9GmTRv84x//wFNPPYXJkyfjzjvvxK+//op58+YhLCwMOTk5mo95zz334OWXX8bdd9+NZ555Bj169MCGDRuwceNGAECLFo4zUsm+k30nCEPxSeo8wnBuuukmLiQkhF96Q4o77riDCwoK4k6cOMFxnPuZaM+fP8899NBDXN++fbmoqCguPDycS0lJ4XJycrizZ8/y5cRLyXAcx/33v//l4uPjuYEDB/LLiHBc87IyoaGhXFZWlqrv60kdOE46s+mRI0e4iRMncu3bt+eCg4O5lJQU7p///CfX1NTEl2FZ6P/5z39K1uuDDz7gevbsyQUHBzu1L1sOJjk52WGfZ599lgPgsBwM4//+7/+4fv36cWFhYVznzp25v/3tb9yGDRtkr9NTTz3FAeASEhIc6i3k008/5YYPH85FRUVxoaGhXJcuXbhbb72V+/LLLyXLM1iW2tLSUoftcveNmvP8/PPP3C233MK1bduWi4yM5LKysrj//ve/XJcuXbh77rnH4XiLFy/mkpKSuJYtWzpkAZbLUvvII484fQep465du5ZLTU3lQkJCuMTERO7555/n/vKXv3Bt27ZVbA+CIAhfE2i2n+Okl5HjuOal8/r27cuFhIRw0dHR3Pjx452WT7vnnnu41q1bOx0zJyfHKTN5ZWUld/PNN3MRERFcZGQkd8stt3Dr16/nAHDr1q1zKEv2new7QRiJjeM4zmujBQShkv/7v//DjTfeiC+++AJjx471dXWIAKaxsRH9+/dH586dsWnTJl9XhyAIwm+xmu1/7rnn8Pe//x2VlZW44oorfF0dQiNk3wmrQiH0hKn44YcfcOTIETz++OPo37+/w1wzgvAG999/P0aNGoWOHTvixIkTWL58OcrKyvDKK6/4umoEQRB+iRVs/5IlSwAAPXv2RGNjI7Zu3Yp//etfuPvuu0m8WwSy74S/QAKeMBXTpk3DN998g4EDB+Ltt9/WnN2dIDyltrYWf/3rX1FdXY3g4GAMHDgQ69evd8gYTBAEQeiHFWx/q1at8PLLL+Pw4cOor69HYmIiZs+ejb///e++rhqhErLvhL9AIfQEQRAEQRAEQRAEYQFauC5CEARBEARBEARBEISvIQFPEARBEARBEARBEBaABDxBEARBEARBEARBWAC/T2J38eJFHDt2DJGRkaZMikIQBGF2OI5DbW0tOnXqhBYtaNyXMB9k6wmCIDyDbL118HsBf+zYMSQkJPi6GgRBEJbn6NGjXlku6VpbexThNA4cOoikpCTDz0dYH7L1BEEQ+uAtW//jjz+id69euA7t8RX3i+Hn8yf8Pgt9TU0N2rRpg58OHEBkZKSvq0MICD6yS/M+9q+/NKAm7nFw/W7Zz7qPHaRqf2E54fFKi485lR+S1ok/NttXeIw1Of8nWV6ufkr1V9pPrv7uEnWN95dvaewy2OvntDK1tbXokZyMM2fOIDo62tBz2e12dIhui1ZoibYIxk/cWUPPR/gHzNb/3859aB1Btp7ROybM11WQZP8v5wE4149tZ/SOCXPaZma82d77fznPn0+pjczQhlJ1EG9zdS8QxnO2rhY3XJ3qFVsPAF1trVCLC6jHRZw6a0erVq0MP6e/4PcC3m63Izo6GidPnEBUVJSvq0MICK4oVlXOXpCv+dgH1pUgefxQh79qSR4/1Ok4Uv+LKSqs4v9Pz+jsdExXdRDuDwBltfUO7+8b001x/1UbD/H/94oMVSwrrJ/4vOzzosIqp+8hhbC9hAjbSytRmVluXXfxMZRoTErz6PiBhN1uR4f4eNTU1Bj+HB1ka4NjOI8RiMGHOIbCkmIMGTLE0HMS1ofZ+q3/PYyISN/b+g3lpww/R3ZKnOHnsDJy14Da7TKsjahNvIerZ4Ne12JD+SmnY0ldb1ZuQ/kpnD9bhwUTBnvF1m/fvh0jM4fhDnRGPk4hCa1QzJ029Jz+hN+H0BOBibvC0cr0igxFWW29S/GuhFCwqxHvSgTiNSA8o6qqCt/DjhvQAREIQioiMX7otai6eI7mNRNuIeyc6tkxNgPiegSaCHP3Okjt529tJyfe2G9BqjxD6vei9F7P35YrvCV+1WLEs8DTQRW5Ogm3i8t4+5nGcRz+lDkK/RGNVmiJq9EWG3EK1dXViI2N9WpdrAplKCD8Gi0iMnn8UKfyWrz3TPDKCV9XdXG1vxzC4+ol3q2OK+87YU5GXJGCRIQjDs33cX9E4zQa8fnnn/u4ZoRVYZ1gPTv2ZhR7ZqwT4Tuk7gdX90h2SpxsGfF24ftAvvc8aVOjUHM+X9RLyL///W+cRRNS0TzdqRPCEI8wDI/r7rM6WQ0S8ITp0UOMeeINZvv6wqPcKzJUlSj3tG7+JN4Ja7Jv3z78hN+Rhjb8thC0wCC0weQbb8aFCxd8VzmCMDGBKqA8+d4kQAm9YGJYKIrFAtkXIl6tkPc29fX1eOCOuzEYbRAskKFXow1+RB3+97//eb1OVoQEPBEweEOAuxLCZggr93exTt53azKu71BchQhEIdhhey9EgAPwx+AOvqkYQahA3Hn39jkJ7QRq+6nxzgdiu+iFUhQDtSswPKwjgmHDlWjtsL0tQnAlWiMrZYCPamYtSMATPoOSiDkjJ649CY1395wE4S2+/PJLnEQDBsI5621L2DAUbbELZ1BbW+uD2hGEM+TBNSdm9TqaDX8Uk1b5PlappxGcPn0a36IGaWiLFnDOazMYbfAzzuGbb77xQe2sBQl4IqCRmveudj+1ZaTKqgnLN1K0E4RZuHjxIu4YNRYDEIUwtJQsk4RwRCMYw6NonW/CPPiyIx7IIkCMtyMfCMII5MLv9T6+u5/rwfB2XRGDECRAernFVmiJvojCLdeMgJ8vkuYxJOAJn+JtL7xQMPsqnF28TJ0v6qLH+fSqM4W8BzYjW8ahHhfRB/JL1thgQxra4jvYcfz4cY/Ot2DBAthsNsycOVOxXEFBAQYNGoSwsDB069YNy5cvdyrz8ccf46qrrkJoaCiuuuoqrF271qnM0qVLkZSUhLCwMAwaNAg7duzwqP6EuTAi9NhVMjESqpehtggczLL6gxH4ehDKG+c9cuQI9qMWV6MtbBLed0Y/RKEWF/DJJ594dD5/t/Uk4AlLYDWR542kclrPEQih8la7TwKdc+fOoRRnMARtEKRg0AEgHqFIQDj+2OlKt89XWlqKN954A3379lUsV1FRgbFjx+Laa6/Fnj178NRTT+Evf/kLPv74Y75MUVERbr/9dkyaNAnfffcdJk2ahNtuuw3FxcV8mQ8//BAzZ87E008/jT179uDaa69FdnY2Kisr3f4OROBCYpUg/AOpxHf+zsiuvZGEVohBiGK5YLTAIETjvlvvQENDg1vnCgRbTwKe8Dm+8MJ7y+Pt66R1YtGuh4g34jt5KryjMrNIvFuQ4a06IQwtkSxKZiNHGtrgAM5i//79ms9VV1eHu+66C2+++Sbatm2rWHb58uVITEzE4sWL0atXL0ydOhX33XcfXnzxRb7M4sWLMWrUKMyZMwc9e/bEnDlzMGLECCxevJgvs2jRItx///2YOnUqevXqhcWLFyMhIQHLli3TXH8isAmUTj5BSOHP3ndfI3y2jEqOMeQcu3fvxmH8jiGCVWaU6IkItIANfwyN13yuQLH1JOAJy2CkQPOF0Hb3nGr3S8/ojKLCKrfOoXddtEBCPDD47bffsAc1uBptFMPphEQjGL0Qgew+g2G32x1e9fX1ivs+8sgjGDduHEaOHOnyPEVFRRg9erTDtjFjxmDXrl1obGxULFNYWAgAaGhowO7du53KjB49mi9DEEr4OqzWSlAbuQ+1XeDgq2s9fvA16INIRCJIVfkWsOFqtMFu1KC6ulqTvQ8UW6+uJQnCYBqT0hBcUey6oJ/hSgDLiXCpJHjCskJPuxGh876OLGCQ2LcuP/30E0JsLTAyoo2m/cKb2mDJ7z8jOtoxY31OTg5yc3Ml91mzZg2+/fZblJaWqjrHiRMn0KGD47J1HTp0wIULF/DLL7+gY8eOsmVOnDgBAPjll1/Q1NSkWIYggOZONfMw0nJeniNsT8L60LXUF188U6pRj4mtOqBzS/XJmXtyIfiq7lfMnTvXaV66nL0PJFtPAp4wDVYU8cnjh/KJ6ITb9DgWE95MmKs5rhaxLlV3K0Hi3fq4EwJmAxAT3wHl5eUO20NDpTsGR48exaOPPopNmzYhLEw6863keWyOUQEsI65wu1QZ8TY1ZQiCIAjCXwmPjoKtUds+NltzbN7UqVOxcOFCh8+k7H2g2XoKoScInTCLV1qIK0Fvxjq7gua7EwAQFRXl8JIT8Lt378apU6cwaNAgBAUFISgoCAUFBfjXv/6FoKAgNDU1Oe0THx/vNHJ+6tQpBAUFoX379opl2Ch8TEwMWrZsqViGCAwCKVGVWVDK4k9cxuztYbT3nbz75ickJESVvQ80W08CnjAVjUlpXk9q5ynCpHhGCWJfZZAXfx9fC34S7oRWRowYgX379mHv3r38a/Dgwbjrrruwd+9etGzpvPZ8eno6Nm/e7LBt06ZNGDx4MIKDgxXLZGRkAGjudAwaNMipzObNm/kyRGAhJZbMLqAIwltsKD/Fvzw9jviYas5LWJtAs/UUQk8QbmKUmPVlaLvSGvVWDrcnApfIyEj06dPHYVvr1q3Rvn17fvucOXNQVVWF1atXAwAeeughLFmyBLNmzcIDDzyAoqIirFy5Eh988AF/jEcffRTXXXcdFi5ciPHjx2PdunX48ssv8fXXX/NlZs2ahUmTJmHw4MFIT0/HG2+8gcrKSjz00ENe+OYEAKTGNodS7qs+7+OaEAShFj1FPHtPuRH8m0Cz9eSBJwgVeMvza7QnX+7YUkvrueN917Od2LHI604YzfHjxx3Wa01KSsL69euxbds29O/fH//v//0//Otf/8Itt9zCl8nIyMCaNWvw1ltvoW/fvsjLy8OHH36ItLTLEUS33347Fi9ejPnz56N///7Yvn071q9fjy5dunj1+xGXhby3UONZJ++7tUmNDXN6Eb5FSaCTeCf8ydaTB54wJXIJ7aIys2AvyPdBjQKbA+tKPB5UYEJc6frJiXUS8YSebNu2zeF9Xl6eU5nMzEx8++23ise59dZbceuttyqWmTZtGqZNm6a1ioTBpMaG+cwrT55A60NinSDMjz/bevLAE4QMeopJIwWolmP7eg67EiTSCYIwEl94SbUkU/NHjzwJXYLwLfQb9E9IwBOWw9tZyPU6l69EPAuPlxPveot6Nd9TbVuQqCcIIhDwR/HOkBIQZhpMIcwBXR+CUA8JeIIwKUqi29u4qoe7QpsEOkEQ/kogCBJ35n+TR5CQw5PfDE1LkYYSePonJOAJy+IL8efpOd3Z3xMRb5YBACGUnI4giEDFCqJeLLClErVJiXY1Yt6b4j07JY5vbyu0O3EZ4bUjCMIZEvCEpRGKQKsIQql66jGv3qg1210tH2eVdicIInBhXijx30BBTlxLCXOl8sIy7tRBr2NpwRtCcF/1+YC7p4yChDtBuIYEPEH4AK1eaK1i3EyedxL4BEEQvkNOJEuJeW+c198wQrjTsnQEQShBy8gRlseVQPRk6TkzevhdJazTGzMNBhAEQWhhX/X5gBZCvvJ6Gz04YBbI6+4fkNefsBok4AnCx/hqLr+7gxpKx3TnM4IgCCMJpLB5JpQDfeBCb4RtaeR9RNfMNUKxvaH8FP+ektgRgQSF0BOECF+LTaX158Wf+bqucpi1XozGpDRfV4EgCEIX5Oa2E/rgy7al66iMUMxbwYuux/V0Z+UHwv8gAU+YFndEll5rxKsJy9f7HGYTva6S1xEEQfgrajrHZutAm60+BEE4487vVCmhJP3uAxMS8ARhQswg5j2d+67XYApBEIS3kMrILlfOVRnC+uh1fa04IGQGAn0ZQLFAV5uQkvB/SMAThE7osb45CV6CIAjzQOHpgYsn19mK943Z6xeoIp4gpCABTxCXcHctdqGnWQ8RLz42QRAEoQ9qvOpKn5ld5FgRf25TCnH2HCOFe3ZKnGkHBui+IZQgAU8QXkZr9nejRDwNDhAEEUh42iGmDrVxuCt09RDIUmHK3r7WdG+pw6xiW0/oXiDUQMvIEX4JE6dGimVvJLozI0YsQUcQBEEQWtBb6HhDOKXGhgXEcoZWwGyDAXRvEFogDzxBeBktwp4JZTN64f11gIIgCIKwFv7stfTn70Y44mneBSJwIAFPED7E155sT89PIp4gCIKwKkaIHhJSvsNsXnVXyK3p7u49RPde4EACnggIzJoQzld1shfk+3zwgCC8wbJly9C3b19ERUUhKioK6enp2LBhg2z548ePY+LEiUhJSUGLFi0wc+ZMpzL79+/HLbfcgq5du8Jms2Hx4sVOZbZv344bbrgBnTp1gs1mw6effqrflyI8Qq7TTFibQLuedA9bG7p2+hJotp4EPOHXmFG0a0Gv+us1gGH19iQCjyuuuALPP/88du3ahV27duGPf/wjxo8fj/3790uWr6+vR2xsLJ5++mn069dPsszvv/+Obt264fnnn0d8fLxkmbNnz6Jfv35YsmSJbt+F0B89xLwvO+KBKgKs/L3l7jct85+1fH+tbWXltgXUeeG96amXWsHC6m1sRgLN1lMSO4LwE6TEtdjLrlcCOisL+cakNF9XgfAiN9xwg8P7Z599FsuWLcPOnTvRu3dvp/Jdu3bFK6+8AgBYtWqV5DGHDBmCIUOGAACefPJJyTLZ2dnIzs72pOoEIQnr/Fsl4dW+6vN+KVg8bX8t11EpwZkeyc+Ulkm02v1mRvzx/jcbgWbrScAThB8jJdjF4ptC6QkrYrfbHd6HhoYiNDRUcZ+mpib85z//wdmzZ5Genm5k9QjCcEgUuI+Z2k5YFzMNdpilHkRg09DQoNneB4KtJwFPEH4Ohc4TZiU4uCXSMzpr2ifqjB1v7i9HdHS0w/acnBzk5uZK7rNv3z6kp6fj/PnziIiIwNq1a3HVVVe5W22CkIQ8lZfxlRD1xlJcSt9Nj+/M6k8CmvAn+vWPQ4/ICE37BG05hBUrVmD58uUO2+XsfSDZep/OgV+wYAGGDBmCyMhIxMXF4aabbkJ5eblDGY7jkJubi06dOiE8PBzDhg2Tnc9AEK6QEqIkTuUxa/I/IrCJiIhATU2Nw2vOnDmy5VNSUrB3717s3LkTDz/8MO655x788MMPXqxxYGMGW09iiGB4ci8wcW2VQRq675thc96zU+Isl6k+0Jk6dapqex9Itt6nAr6goACPPPIIdu7cic2bN+PChQsYPXo0zp49y5d54YUXsGjRIixZsgSlpaWIj4/HqFGjUFtb68OaE/4AiVOCsC4s0yx7KYXThYSEoEePHhg8eDAWLFiAfv368XPfCOPxta33NxFjFfHoK4y63tTu1kIs1km4W5OQkBDV9j6QbL1PQ+jz8x3n3r711luIi4vD7t27cd1114HjOCxevBhPP/00br75ZgDA22+/jQ4dOuD999/Hgw8+6ItqExaHRLtr9Ep2RxBmhOM41NfX+7oaAUMg2Hol0WhEaD2FWQceelxrb0wxMANmEe70+/Qt/mzrTTUHvqamBgDQrl07AEBFRQVOnDiB0aNH82VCQ0ORmZmJwsJCSxh1grAabICDBjoIf+Cpp55CdnY2EhISUFtbizVr1mDbtm28qJwzZw6qqqqwevVqfp+9e/cCAOrq6lBdXY29e/ciJCSEn0vX0NDAh+U1NDSgqqoKe/fuRUREBHr06MHv+9NPP/HHrKiowN69e9GuXTskJiZ646ubFm/aen+dh00oY8VrYGSdrdgeBKGFQLP1phHwHMdh1qxZuOaaa9CnTx8AwIkTJwAAHTp0cCjboUMHHDlyRPI49fX1DqMt4syFhHUIrij2dRUCAhLqhD9z8uRJTJo0CcePH0d0dDT69u2L/Px8jBo1CgBw/PhxVFZWOuwzYMAA/v/du3fj/fffR5cuXXD48GEAwLFjxxzKvPjii3jxxReRmZmJbdu2AQB27dqF4cOH82VmzZoFALjnnnuQl5dnwDe1Bt6y9Wb0fAVSkjt/XPNaKIKlBLFe39Mb7RVI9yIRGASarTeNgJ8+fTq+//57fP31106f2Ww2h/ccxzltYyxYsADz5s0zpI6E/0IiNjCgNeADj5UrVyp+LmVgOY5T3Kdr164uywwbNsxlmUCEbD1hZcQDE3pn2/fkWML6KAlzd89BXnzCzASarfdpEjvGjBkz8Nlnn+Grr77CFVdcwW+Pj48HcHl0nnHq1CmnkXrGnDlzHDIVHj161LiKEwRBEAShCm/Y+t4xYX7j8VUDCSrfYrZ7TSnywWx1JQjCfXwq4DmOw/Tp0/HJJ59g69atSEpKcvg8KSkJ8fHx2Lx5M7+toaEBBQUFyMjIkDxmaGioU7ZCgiAIgiB8A9l6Y9lXfT5ghDyJUGk8Eetay9I1UIev2kl4jeh6+S8+DaF/5JFH8P7772PdunWIjIzkR9+jo6MRHh4Om82GmTNn4rnnnkNycjKSk5Px3HPPoVWrVpg4caIvq04QBEEQhArI1hNGoXcIO9GMqzalcPpmzHzvmbluhOf4VMAvW7YMQPP8ASFvvfUWpkyZAgB44okncO7cOUybNg2nT59GWloaNm3ahMjISC/XliB8S2NSmmRiPzavm5L+EQRhRgLZ1lMnWl/UikaziUsaaCAIQk98KuDVTPq32WzIzc1Fbm6u8RUiCJMjJ+IJ11ACO4LwDWTrvYMwgZkVxaJW0c3Ka/m+VmwXI6H2CAwoYsL/MEUSO4Ig1ENClCAIwtyQMPIuJE4Ib0BzygmzQAKeILyAK9GtVZQ3JqWRkCcIgiAcCGQhy5L5BXIbEAQRGJCAJwgvQYKbIAiCIA+e55BIJwgikCEBTxBehES8b6B2JwiCMC/+Lshp0IYgCD0hAU8QXkYY/u6psCRhShAEYU5ItBEEYRaEzyPhOvGENSEBTxA+RizCSZQTBEEQSigl06JOOUEQrqDnhLUhAU8QGlErsLUmriPhbgzUrgRB+BNSnjSCIIzHX5Mk0nPEevh0HXiC8Ff0CI0Prigm8UkQBEHwSHW0qfNNEIQalNaDT40NQ1Gt3cs1ItyFPPAEoRNyYluLCCfBThAEEZiQECcIwmjEzxl67lgTEvAEoQK14e56rs9OYp4gCCIwCOROtN4hyYHclgThCb1j6LdjFSiEniA0oHXeOolw30LtTxCElXAV4krIQ+1DEESgQB54gpBBvNQbJZ0jCIIgvI1SxnmCIAgi8CABTxAKkEjXhpnay0x1IXzHggULMGTIEERGRiIuLg433XQTysvLFff55JNPMGrUKMTGxiIqKgrp6enYuHGjQ5k333wT1157Ldq2bYu2bdti5MiRKCkp8fjchP8j9rBLzUkVvgh9oLYkCP8l0Gw9CXiC8BMoWR5BOFNQUIBHHnkEO3fuxObNm3HhwgWMHj0aZ8+eld1n+/btGDVqFNavX4/du3dj+PDhuOGGG7Bnzx6+zLZt23DnnXfiq6++QlFRERITEzF69GhUVVV5dG6CIAiCILQRaLbexnEcZ9jRTYDdbkd0dDROnjiBqKgoX1eH0EBwRbHPzm11gcuWoJNrQ6XPPMGo47pTD0I/7HY7OsTHo6amRrfnaElJCcZeey3WD/+Dpv32n7HjqSNVOH78uFvnra6uRlxcHAoKCnDdddep3q937964/fbbMXfuXMnPm5qa0LZtWyxZsgSTJ0/W9dyEa6xk61154AMJPRPYCdtR6riB3M56449robuDv91TRth6AGjTpg2W9r4SPSIjNO03YssOFH77LVJTUzWf099tPXngCUKEP4g/uXn7Rp/Pm+ckCHeoqakBALRr1071PhcvXkRtba3iPr///jsaGxsVy7hzboIgCMKc0ECGefF3W08CniD8HLnke2YW2p7Uzczfi9APu93u8Kqvr3e5D8dxmDVrFq655hr06dNH9bleeuklnD17FrfddptsmSeffBKdO3fGyJEjdT03QfgrJH4IgnBFQ0ODZnsfCLaelpEjTItZwrH9AaV16z1tYzMJZjPVhXBNUFgwkscP1bSP/fAx1C0tR3R0tMP2nJwc5ObmKu47ffp0fP/99/j6669Vn++DDz5Abm4u1q1bh7i4OMkyL7zwAj744ANs27YNYWHSIZXunJvwf/wtBJcgCEKKLsNTkdw5VtM+LbYXYsWKFVi+fLnDdlf2PhBsPQl4grgEiT9rQ9cvcIiIiHBIIAMAoaGhivvMmDEDn332GbZv344rrrhC1Xk+/PBD3H///fjPf/4jO9r+4osv4rnnnsOXX36Jvn376nZugiDUQwMhBOGfTJ06FQsXLnTYpmTvA8XWk4AnCIIgLIfaBDscx2HGjBlYu3Yttm3bhqSkJFX7ffDBB7jvvvvwwQcfYNy4cZJl/vnPf+KZZ57Bxo0bMXjwYN3OTfgvFDZ+mdTYMIf2EL8nCIIICQlRZe8DzdaTgCeIAEfsuXY3pN5dD7i7YfzC/cj7TsjxyCOP4P3338e6desQGRmJEydOAACio6MRHh4OAJgzZw6qqqqwevVqAM0GffLkyXjllVdw9dVX8/uEh4fzofsvvPAC/vGPf+D9999H165d+TIRERGIiIhQfW6CIMiDTliXfdXn6f41AYFm6ymJHeGXNCalqU7WRuLPEdZ2wjYUfuYrpDLdS9WRIIQsW7YMNTU1GDZsGDp27Mi/PvzwQ77M8ePHUVlZyb9//fXXceHCBTzyyCMO+zz66KN8maVLl6KhoQG33nqrQ5kXX3xR07kJgvAMKfFEgso4KEqCMCOBZuvJA08ELLT0mXrEbeXtdeatkDmfMCccx7ksk5eX5/B+27ZtLvc5fPiwLucmiECHxLZ1IPEuDXnhfU+g2XrywBN+jZxIJyGoHr3aSuk4dD0IgiACD3dFT2psGP8y4vjehFbb8Q9ocIPwJiTgCb9DSgxSyLW+uOsRd6ft6XoRBEEEFlYQ3oEGCVRzcC5vnq+rQJgAEvAEQRiKVs87hcsTBEEEJv7gUdeKGW2dlFj3x7bXE2+1z+rZa71yHsLckIAnTI0ZDRvhPej6EwRBEHpAHmRCD9RM3SAIoyEBT/gNJPbMBc15JwiCILRC4si8sGsjvkZCUevP10/43eT+JwhvQAKeIAiCIAiCMB1SopDEkrG4ilQQXhOxNzoQRLwQ8sYTvoIEPOFXkGfXnMit4a5UjiAIQivn3nseQHNmb7XZvbWU1RsK65ZHbzFIQss1dD/KY5b7Jz2js6+rQJgAEvCE5aHM8uZFy3Wha0gQhJHICfXds+bDXpDvgxoRhG8hwa4Os4h3AEgeP9TXVSBMAAl4giAIgiD8gjU5/4fgimIHUc6E++5Z87Hk6gcll2E6sK7E21UlvAATqGYSYIS5kZrfbybCp+T4ugqECSABTxAEQRCEX1Be14Dds+Zj1cZD/DZ7QT7sBflYtfEQymrrnZZhKiqsQlFhlberSmhEi5ASepbNJsDMBnnhnaF7hjA7Qb6uAEEQBEEQhFGIBXtZbb1TGalt3mJf9XkSDARBEIRqSMATlobmTRMEQRBChN734Ipil+J88sIJPg2hJ/FO+BoaRAo8WD4Q6kdbEwqhJwg/IbiiGN9PGOfrahAEQZgGueR0woR2UZlZGLRorlfqQ8tOuY9SqLe7nxEEQVgRnwr47du344YbbkCnTp1gs9nw6aefOnw+ZcoU2Gw2h9fVV1/tm8oShAUQep4IgiDMgC9tvZxnnc2LB/x7JRMSr4RWaIApcKDVN6yLTwX82bNn0a9fPyxZskS2TFZWFo4fP86/1q9f78UaEmbAXztWekMPYoIgzIg3bX1KRAj//4F1JbLJ6Q6sKwmIsHkSY83sqz5PgxkqoPuFIKyBT+fAZ2dnIzs7W7FMaGgo4uPjvVQjgrAuUZlZANb4uhoEQRAOeNPWl9c1IOSSb2LVxkPoFRkqWa6osArpGZ09Pp8SauYVk2DSHxLq5oDd23Q9fAPlNfBvTD8Hftu2bYiLi8OVV16JBx54AKdOnfJ1lQiCIAiC0BGjbL1cAjtfZp3XCxJGBGEMVvxtsSgTqWgT4ft91ecRXFEMe0H+JcdPMywnCGENTC3gs7Oz8d5772Hr1q146aWXUFpaij/+8Y+or5c3vPX19bDb7Q4vgiAIInBxNQdbzNdff40//OEPaN++PcLDw9GzZ0+8/PLLDmU++eQTDB48GG3atEHr1q3Rv39/vPPOOw5lli1bhr59+yIqKgpRUVFIT0/Hhg0b9P56lsefbb1RQsCKAsNoqE30Q2/PrZU8wVb7zSpNDxELd6U6+MN01UCy9aZeRu7222/n/+/Tpw8GDx6MLl264IsvvsDNN98suc+CBQswb948b1WR8CH+8LAhCMJ42Bzse++9F7fccovL8q1bt8b06dPRt29ftG7dGl9//TUefPBBtG7dGn/+858BAO3atcPTTz+Nnj17IiQkBJ9//jnuvfdexMXFYcyYMQCAK664As8//zx69OgBAHj77bcxfvx47NmzB7179zbuC1sMX9n6QYvmotGjI8jjqrNOYlMflDyNVsSbYc/eaisriXejsNqggFUJJFtvagEvpmPHjujSpQsOHDggW2bOnDmYNWsW/95utyMhIcEb1SMMhIl1WrdSmuCKYuyeNZ//n9qHIC6jZg62kAEDBmDAgAH8+65du+KTTz7Bjh07eKM+bNgwh30effRRvP322/j66695o37DDTc4lHn22WexbNky7Ny5kwS8At6y9VZ+TqbGhlHn3c9Qcz2pD2Qs3vhduRqkUTOIo6WOwRXFQEQ/1eWtTCDZelOH0Iv59ddfcfToUXTs2FG2TGhoKB/CwF4EEQiwJeQoGz1B6MuePXtQWFiIzMxMyc85jsOWLVtQXl6O6667TrJMU1MT1qxZg7NnzyI9Pd3I6loesvVEoKEl1JkN1hPWQHxtte6r5d6Qw9WAABsY2v9LYA8KWsnW+9QDX1dXh59++ol/X1FRgb1796Jdu3Zo164dcnNzccstt6Bjx444fPgwnnrqKcTExGDChAk+rDXhS2jUWRqhaD+wrgR9p/iuLgThDcRznkNDQxEaKp1x3F2uuOIKVFdX48KFC8jNzcXUqVMdPq+pqUHnzp1RX1+Pli1bYunSpRg1apRDmX379iE9PR3nz59HREQE1q5di6uuukrXepodM9r6+8Z0M+zYrtDLwxeoocnMQ+nvEQjC78eutV4D9P7edmZHjRde6b0W7AX5CHfRd1ZTxlc0NDQYbu+taOt9KuB37dqF4cOH8+9ZONw999yDZcuWYd++fVi9ejXOnDmDjh07Yvjw4fjwww8RGRnpqyoThOlZtfEQFvu6EgShAltIqEMWXDW0bluGuqVrER0d7bA9JycHubm5OtYO2LFjB+rq6rBz5048+eST6NGjB+68807+88jISOzduxd1dXXYsmULZs2ahW7dujmE3KWkpGDv3r04c+YMPv74Y9xzzz0oKCgIKBFvRlufPH6oYccWQ8s5EYT5kfuNevv3q/fglBqnTlRmlmH5QBitB/8BUVdqGzi1BS3BihUrsHz5coftett7K9p6nwr4YcOGgeM42c83btzoxdoQBEEQViAiIgJVVVUO2/T2vgNAUlISACA1NRUnT55Ebm6ug1Fv0aIFn7Smf//+KCsrw4IFCxyMekhICF9m8ODBKC0txSuvvILXX39d9/qaFTPa+vApOV4/J0F4yoF1JR4PPpH3XTuszYwW8kbkMCoqrMIgiXnwB9aVYFBmFvZVn8dAXc+oL1OnTsXChQsdtult761o6y2VxI4gCIIgAHh9zjPHcYrLmulZhiAIZfxJhKr5LswLnDx+qNveUn9qM18hN31DvM0Toe/LpHO9Y8wXKRQSEuJVe28VW08CniAsgHBUlrLME4Q2lOZgJyYmYs6cOaiqqsLq1asBAK+99hoSExPRs2dPAM1rxb744ouYMWMGf4wFCxZg8ODB6N69OxoaGrB+/XqsXr0ay5Yt48s89dRTyM7ORkJCAmpra7FmzRps27YN+fmUaNKMiENl9eqQE4Qe7Ks+j4GZWbAX5OOniH663pNajhXovwupgRA9B0fsBfnAOP0EfHpGZ8ntRYVVSL50Ln/pUwaSrfdIwNfV1eHixYsO2ygTLEHoC8sOKrWdPXSb5xGv8WKtCMI6KM3BzsvLw/Hjx1FZWcl/fvHiRcyZMwcVFRUICgpC9+7d8fzzz+PBBx/ky5w9exbTpk3Dzz//jPDwcPTs2RPvvvuuw5rmJ0+exKRJk3D8+HFER0ejb9++yM/Pd0p+Y3b8zdZLJbBjHXA5D5u3QmiJwEDNvOrU2DAEVxTj20tifV/1eXwb0Q8DM52P4er+1Etguvu7CDTvv9ql4Hz1PGlMSpMV9lYmkGy9ZgFfUVGB6dOnY9u2bTh//vIPkuM42Gw2NDU16VpBgiAIgvAEV3Ow8/LyHN7PmDHDYQReimeeeQbPPPOMYpmVK1eqrqPZ8Gdbz+YQuxLrUlBCOuti5HXTcl8IB4uUCK4o5r2xwrDqxqQ0QOYYUoJaS4i+u/jD78IsgwxaE7vKsaH8FLJT4prnwIs+21d9HkWFVQBKYBvnP5GdgWTrNQv4u+66CwCwatUqdOjQATabTfdKEQThjNID1h8evARBmAd/tvXCBHZm6bQTypjhOsl5m9UKcrWwQSW2ZFxqbBjsX1wOq1YryL2NP4h4MyAcoHGXDeWnNJU38zJyhDSaBfz333+P3bt3IyUlxYj6EAThAnrQEgRhNP5u6z0ROJ6E05tBiAYiegpLbwnVA+tKUFRYhemZWQjWySurFrnoFLX7Ee791huT0jx+RojFe3pGZ4dBAeaZT8/o3Hx/1X2Hxik5zVEe7Xt5dG7Ce7TQusOQIUNw9OhRI+pCEMQlhPPehd51ufnwcpzLm6dbnQiCCBysautTIkJ8XQUiANDb6y5HWW097AX5TlF2qbFhugvlfdXn+Rd778lxCNfo3U5SnnfxsoPZKXH8/2W19VhydfN8792z5utaF8JYNHvgV6xYgYceeghVVVXo06cPgoODHT7v27evbpUjCMIz5kxbg8W03jFBEBqxqq2/96dv8EHydfz7slrnZXxIXFgP5g32RFS6mheuJIiNzjzuj1D7eBcp8Z4aG4ZgF8sOsmfkqo2HQBLeOmgW8NXV1Th48CDuvfdefpvNZvOLxDYEYSZmtuqF1/bnqSor9sx/P2Ec+q79woBaEQQRCFjZ1qdndMaqjYfQKzLU11UhTIQrQSm3PJqRQlRtEkVhEjsKUfdP2CCTO1MX5NAatUlYB80C/r777sOAAQPwwQcf+F1iG4IwA2oeuKyMXGK7VRsPYbHeFSMIImCwqq3f/8t59B8/FL0Kqww/l9J8Xz074YT38ea103qv+EvGcMI30LPJP9As4I8cOYLPPvsMPXr0MKI+BBHQiMW7vSDf5ZIiSuvEEwRBuINVbX3vmLBLz8y1kuHzUmvAE4QZKSqs4qNI2HJyQPNc5UGL5pKI9xO0iGm57PLCee1C2EoGUQAQ0c9hwLFINMhJz0ZroTmJ3R//+Ed89913RtSFIAIaoeBmD10l1JQRH1e4jQQ+QRBy+KutFyd0IggzIBXJkZ7RWbJsUWGVavsPaF9SjDAfG8pPKV5HV9dYzf1Cz0ZrodkDf8MNN+Cxxx7Dvn37kJqa6pTY5sYbb9StcgQRKPhKTFMoHkEQUljV1p9773nYw0ObxU9hlZMX3lVEk1aEy225mptMYavu469tdy5vHqIys2TtsJSIL6utx4F1JVg1rRfuP7JH1XnY0mGEuTFiGb6ozCzsnjUftnHN74MripGalIZCXc9CeBvNAv6hhx4CAMyf75yr0OyJbQjCahxYV4JBog6nOx1QVwME7HN7QT7CKWs9QQQ8VrX1B9fvxoBbMgBIZ6AXroesF1YWl67qbrWEaay+Zr8mTFCLbbxQaCePH4qozCzYC/JxYF0JL8AA5/BnpfNIHVv8OYl78+Cte1f4fAyuKMY5r5yV0AvNIfQXL16UfZnVoBOEmZES1wfWlbjcT29PEuskUHg9QRBWtfXvbjmMA+tKZMNBjewcyx3baiLYbJhdjGuFiWb2Vym8meXBcRXeLBViLRVWTeH01sDT65SdEofslDi+n1hUWEXPIT9Ds4A/evSo7Gc7d+70qDIEQUijZb6bVphYP7CuxGFUX0nEk8gnCP/G6rbeapFE/iZSCfWwgXMp0cYG88X3M/OeupobTRBaCD6yy9dVIFSiWcCPGjUKv/76q9P2b775BllZ+noECSJQEYfHqfHIewIbIJAKOVWCRDxB+Cf+YOvF68B7Y114d4W4L7xjVhg0cKeOVvheDOZZl5oDzzzv7DMS6oRWtPTtjO5nEvqiWcBfe+21GD16NGpra/lt27dvx9ixY5GTY60Rb4LwNXICWPywVTvfzRNWbTzk8N5ekC+bwZ4gCP/G6rbel88psYC0kqC0MlYIERaLcKmpcOx7NCalIXxKDoIrivl7yJWIZx55LWKf5r+bE/FUC3cRR3AqJS62f/2lR+civIdmAf/GG28gKSkJ48aNw/nz5/HVV19h3LhxmD9/Ph577DEj6kgQlkfcmTRDCLq9IJ9/rZ691umzOdPWYPcsxwRWaupshu9GEIRnWN3Wi59dZsPXYlPNoIKv6xgoyA3Q76s+j33V5/1upRiKJFCP1rZSGoxR+s3bC/K94igi9EOzgLfZbPjggw8QFhaGESNG4MYbb8SCBQvw6KOPGlE/gjAco8QmO67cXzmMnO8u5sC6EhxYV+Lg8WfJ7IDmjoWregs/F5YhEU8Q1sXqtl4cUdQrMhTTd77utfOT192c+Eo8avGK76s+r6twI/TBigNaUZlZfP6E1Ngwxf5cWW09Dq7f7dX6Ee6jahm577//3mlbTk4O7rzzTtx999247rrr+DJ9+/bVt4YE4QXUiE13RsGlPO++YPes+Ri0aK7q8uKRWBLjBOH/+IutTx4/FNh4yGkq0rcR/XxUI3MJejPVxZv4Urx7gtL1yk6JU3X87JQ4zFi9G2PTEiSXk0uNDVN9XwiFrDv3kj8MNmhpL18i7LfK9eO8kRuE0B9VAr5///6w2WzgOI7fxt6//vrreOONN8BxnKnXhiUIKbQI0+CKYqeHoVVC24oKqzBIZdnVs9fyHd/0jM4enVfYvlZpK4IIVMjWEwwzeBuNEkhKgldvcemueBfWQ+kYqbFh2FB++a/WYzOCK4qRmpSmus2DK4qbowXHzVZ3UovChLr49xBcUQz4cEBQC+yasiUJ2f9Cmrev8XbVCA9QFUJfUVGBQ4cOoaKign8J37P/Dx065PpgBOFDpOZnawlZZ/urDYfXE3dD6+0F+bIZSIsKq5y87Voz0QuFOZtTTxBmY+nSpUhKSkJYWBgGDRqEHTt2qNrvm2++QVBQEPr37y9bZs2aNbDZbLjppptkyyxYsAA2mw0zZ87UVnEvQrbev2BzqAn1QjpQ5mczQcrEvFTOiNTYMNmBnEC286mxYab//lL3sTjXEaOstt7030cLgWLrVXngu3TpYmglCMLbCIX3gXUlGCSRCVbLsYz2LqdndJbMVqsHSoJdi+eeIMzKhx9+iJkzZ2Lp0qX4wx/+gNdffx3Z2dn44YcfkJiYKLtfTU0NJk+ejBEjRuDkyZOSZY4cOYK//vWvuPbaa2WPU1paijfeeMPUYeeAf9v6yQsn4CcP9mcdYquE/yoJdymvIitvBs+7J+gxYCEVYu7ucVyx5OoHPY5004NVGw9h8aX/heHhUp7m4IpivD57LdIzOsM2zrv1NAPBFcUIzswydRi91P1bVlvv95GQgWTrNSexIwirwkS7FUca2Vqx7iA36gq49rZLfW7F9iMCm0WLFuH+++/H1KlT0atXLyxevBgJCQlYtmyZ4n4PPvggJk6ciPT0dMnPm5qacNddd2HevHno1q2bZJm6ujrcddddePPNN9G2bVuPvwuhTM5Lt+h+TKEQkxNlZvLcupNhXsnbamW0Lqkm3M8blNXWOySLZed2t95KjE1LcBB27HoLr7vwfz5MPoARR1l64zei13X3x9+zKwLJ1pOAJwIKKWMkzlZsNqSWedOCnAhnmeaVYMlNWLsJ51ARhC+x2+0Or/p66cGohoYG7N69G6NHj3bYPnr0aBQWFsoe/6233sLBgwcV1zyfP38+YmNjcf/998uWeeSRRzBu3DiMHDnSxTci9CDqGmpnMVYMpXenvuJ95ISQWu+6Nwdl5ISyqzoIBeb64qOSZaS+r1z7fj9hnMMx5ey9GaIGCHmEGeetTkNDgyp7H2i2XlUIPUH4C0y0ikPmPRWmRofRa52XLgX7jqyjoGbNT3beA+tKkCw6jhRy29W0jZWSAhI60TJY8zW/8EsL1NXVITo62mF7Tk4OcnNzncr/8ssvaGpqQocOHRy2d+jQASdOnJA8x4EDB/Dkk09ix44dCAqSNpPffPMNVq5cib1798rWdc2aNfj2229RWlqq/KUIwwmfkgOYRMQGomfMqugVTu+KA+tKgMfv9fg464uPYmxagmIZqdDv+8Y0exWLCquQXJCP1ClpsH8hb+vZqjbfelxj85IaGwbUXf69Cvso9oJ8RAGaEv95i/XFR/F05+OwF+QjXGBffZ1t/kLnVDQm9dG2U4sgrFixAsuXL3fYLGXvA83Wq/bA/+9//zOyHgThVewF+ZJJW8yGGpGtFqHHXY33nWEvyNe1HmJYUkArXA/CHERERKCmpsbhNWfOHMV9bDabw3uWTV1MU1MTJk6ciHnz5uHKK6+UPFZtbS3uvvtuvPnmm4iJiZEsc/ToUTz66KN49913ERZmHcFmdVu/56mFuh5PjRdWTRkWom6keLeip51oxl0bq1eIO5ump9az3piU5tNlGb2N2Jtt1khE4bNIqZ9n1vpLMXXqVE32PlBsvWoP/IABA5CYmIgbb7wR48ePR0ZGhpH1IghDuGwkS/iRZqvgaZTAqo2HMAjaxDsulRdHAAjropfnXJhEhyBcERUVpapcTEwMWrZs6TQCf+rUKaeReqDZYO/atQt79uzB9OnTAQAXL14Ex3EICgrCpk2b0K5dOxw+fBg33HADv9/FixcBAEFBQSgvL8e+fftw6tQpDBp0OQ1kU1MTtm/fjiVLlqC+vh4tW7bU/L2Nxuq2/t0thzHgFmPrrDQPXspbawaPuxnqQEiTntEZqzYeQic39lXruRcuNydOYMiSsjXikgd+/OX9mpeKcxTqRkfKeSvqQQ3M0w44fu/GpDRDQtQ9mbYhjL5gjhdhKrXJCydYMqw+JCRElb0PNFuvWsD/+uuv2Lx5M9atW4ebb74ZHMfh+uuvx/jx4zF69GhLeRiIwERqpFqrmFXClyHg3k40Y6XRWyKwCQkJwaBBg7B582ZMmDCB375582aMHz/eqXxUVBT27dvnsG3p0qXYunUrPvroIyQlJaFly5ZOZf7+97+jtrYWr7zyChISEhAXF+dU5t5770XPnj0xe/ZsU4p3wH9tvT96pqXWp5bCauLdH6+VURQVVgGPO8+Flwujl2pbuX6LcMqdN/GFeDfToIEnZKfEOeRCkFuvXm4d+O5jBwFb1C27ZjYCzdarFvBhYWG44YYbcMMNN4DjOBQVFeGzzz7Dk08+iTvvvBMjR47E+PHjcf311yMuzvo/AsIaaBHNTKyX1dYDlzzxzCO/evZaTF5oPmFaVluv6yCDO6gJ7dNjVJfNz2LHovnwhF7MmjULkyZNwuDBg5Geno433ngDlZWVeOihhwAAc+bMQVVVFVavXo0WLVqgTx/HeXpxcXEICwtz2C4u06ZNG4ftISEhTmVat26N9u3bO203E1a39XeP6OrrKpgKq4l3V/hi6S53xV12SpyDR1X8Xg/Kaus1ee5dLRHH2Fd9Hj1kov7UDhz5C8zbLuxv7qs+j1SNfRRvDxKwyEnxPdeYlIYDfjplMZBsvVtZ6G02GzIyMvD888/jhx9+wN69e3HdddchLy8PCQkJeO211/SuJ0HoTlltvWRouJnxtH7u7C9uoznT1nhUByXEAwHMaBKEJ9x+++1YvHgx5s+fj/79+2P79u1Yv349v+758ePHUVlZ6eNamg8r2voBz8029PjMu7W++Khs1m/C/9BrWbfslDhDRdyrkwdJbhfb0XN582T7A2qcBv4UJaHmuurpUDBydQOpgRW5++2+Md345IX+QiDZel2WkUtOTsbjjz+O7du349ixY04p/AlCT5ghEhokKZEn/ryosEqXbO5WxtfefHfYPWs+iXjCY6ZNm4bDhw+jvr4eu3fvxnXXXcd/lpeXh23btsnum5ubq5iBlh3j008/VSyzbds2LF68WH2lTUag2Xq5jraScPf1evDCtb2N9pL66rnsD95fvUU8E+OsbaTuUXbO1Ngwp4F4di3TMzrzCe0Ix6hMPUQ8ez6wASG9nxdKv0nhd2nOdTCUv9Zmd15pIVBsve7rwLdv3x7JycmuCxKEQcgJe6F4DwQhL/VALhJNHdCCUPzrlTFe7vqIPyMIwlxYydab1cukhxAVekKF4t2qyHl2lb6TN7+vVsHFRLOUYGfbPF3lRSjWZ7bqJbkdkG6ngXXfOdjaQBPvctdT6Z4ShtEbWQdAebBQCtbvWz17rcN7wv/QXcAThJGo9b77Cj1CvrXMw7cX5Gt6QDOR7O4ABhPxqzYecmt/giAIo2HPqV6RoegVGRpwosQfEAsoT8TSM08stMR0B1fh9UZM27AX5Dt4lsOn5PB9ELPlBPImapdkdPe+VHMdhdN11OKQ68kFgXx9/QES8IQlcEcYM2GrZj+1a5+qRc9BBfHovKcjqu6Kb73XgtfaRmYaqCEIwhq4+2xX62m1gjD0J6SEVXBFsZPg1zIX2GiUzsuSt7qD2n3ZvSxlQ1fPXotzefMAXBajvkog641pH2rr4Q2Ezw69QunF/TQlkd6YlGbJaZVEMyTgCcsgZVSkQrntBfkIrijGgXUlmj3UZsSocH+tHVtP6iGVnE4teg8cEAThvzR2Gcw/M9h8XiM8TQdL9yh+7o258L4WPGZdKUSu7fW6Jnpe28kLJ7guJIMWG662LxRcUYx91ed9ksvBl4nxlAZZjKiXq+eHVuQGEtVcc08GkQjfoVnAd+vWDb/++qvT9jNnzqBbN23zzLZv344bbrgBnTp1gs1mc0oKwHEccnNz0alTJ4SHh2PYsGHYv3+/1ioTfozQm6yHh9Yso5GuHqhaBiX0nP9JYpogAgMr23o22GiUeGeo6YSbwaNoNL4UXnLtG1xR7CRqzLjOt173p9xxhN9Zqn8jHpjXK7+NGL1+B3oOwngz+7zeAyJy0ym0OlooubN10SzgDx8+jKamJqft9fX1qKrS1rk/e/Ys+vXrhyVLlkh+/sILL2DRokVYsmQJSktLER8fj1GjRqG2tlZrtQk/ILiiWJNHvaiwCgfWlWgW5Wbw2OsZ0i83/9NX80KVBlrM0PYEQfiHrWeiRmsnXEtn+2DpHsWM34TvGJuWYNixfb3agBih7RR+byacWT9ILozeXdurRztoFffCc3p6fqm8A0YPSLkz7UZuH1d5EdT2f83ivCLUE6S24Geffcb/v3HjRkRHR/Pvm5qasGXLFnTt2lXTybOzs5GdnS35GcdxWLx4MZ5++mncfPPNAIC3334bHTp0wPvvv48HH3xQ07kIa9OYlKbaw35gXQkGiZbLkF4Z1Xm/5qU13KykjiSPHwr4WaI4Eu4EYX6sbuv3/+Lb9alJuHuX4IpiyQEae0E+1v86khez3378PiCzRrq7bCg/pcv1Ts/ojDKD7H2z3e3IR88lF+Qj6tJnzQNczcvJHVhXgr5TwvB6YRUyVB5bi3h2JYpTY8NUJ44Tn1t4HdRcE7avmmvn7eiS9cVHDR14ksMf+5z+jmoBf9NNNwEAbDYb7rnnHofPgoOD0bVrV7z00ku6VayiogInTpxwWGc2NDQUmZmZKCwslDXq9fX1qK+/HA5it9t1qxPhO5j4Y6OEg1SGnVHIt/nRIt7lOmsEQeiDP9l6LQO/SmSnxKkSKyTefUdwRTEQ0Q/Apevw0+XPohN7oaayzEc100ZqbBg2lOt/3LLaen5qHrO5QltaVFiFvpfKqRXwWkmNDcMLX1cq/k6YkJdC6TcoJ+jNhthbzt6rEe1qxf3YtAQc01AnmgNvTVSH0F+8eBEXL15EYmIiTp06xb+/ePEi6uvrUV5ejuuvv163ip04cQIA0KFDB4ftHTp04D+TYsGCBYiOjuZfCQneH8ki9EXcAWOh38wICcPqgyuKkTx+KP++rLaen99jtYeUnvPgrYzeKwQQBCEP2XplfOEdMzO+mv+uJux6bFoC1hcfRfchAwyrh6ch3I1JaQ7T2YxcbaWstl52WqHUPOjGpDSnAXNPvq+ny7JpEeVS9VQ7791buJPITs1SgsLPhfeW+FqytqY+ljXRPAe+oqICMTExRtRFEpvN5vCe4zinbULmzJmDmpoa/nX0KC3x4q+4mrNj5cQcUZlZSM/o7JCAbvXstT6skXoCZWCBIPwZf7H1rNOqdp6tXAdfLB6MFIWEewMDctdYbtDFLF5aYQI6d+2nsD+UnRLn8UCTUtuIfyN6iGIjBoKYYJcS7mrD7KXQM0u/3tnoAef7nf0u2OCQnFOMsBaqQ+iFbNmyBVu2bOFH54WsWrVKl4rFx8cDaB6d79ixI7/91KlTTiP1QkJDQxEaai1PK2E89oJ8Q+eZGQH/UL1UZysPSBAEYT2saut7RYa69bxU2ykXenaN6IBbkX3V502TcT81NgznLv1vhYgJoWf0wLoS4PF7Ve2XPH4oehVWYe+l/+G8aIQqxL8VFoLOpqypnVdulgERKyD17GDPHz3nwUdlZqFRlyMRZkOzB37evHkYPXo0tmzZgl9++QWnT592eOlFUlIS4uPjsXnzZn5bQ0MDCgoKkJFh1AwdwgrIed6FI9dSZQJtlFFrVlE1UwyYoVdams6dbKZK15TyGBCE97Gqre8dEyYbEqokMNV43kmg+BalARYmglmZA+tKHEKJoxN7GVs5D2E2dZXOTgaxR1/u+EL774v7XMvgj9V+h8L71pcDSsJ7QeoZabVppoGOZg/88uXLkZeXh0mTJnl88rq6Ovz00+VMIxUVFdi7dy/atWuHxMREzJw5E8899xySk5ORnJyM5557Dq1atcLEiRM9Pjfhv0RlZqFIY7h5UWGV6eYBXQ6rW+OV8yl5rMQerUGL5kqWMyJ83mzXhSACASvbeq0ZldWGzbNtG8pP8V544FIYrAU8vUbjLS988/VyLeKYWMpOicOrBtfJU5LHDxXm3VNFcx9Bua+zevZa4GN1Hn0teBJCLvbWu3PfqE0s6QnCehp9b4u97u4sNecp1NeyFpo98A0NDbp5wHft2oUBAwZgwIDmuWSzZs3CgAEDMHduszh44oknMHPmTEybNg2DBw9GVVUVNm3ahMjISF3OT1gb8UiyHutYMpFq1XncUiOotL4nQRBasbKtj1K5SoledB8ywCcdbsI5MZccwpwFZkpkxhDes2o8zMzWK4musWkJkgPzUtGIwuMY0T5GHJOt4W41jzxB6IFmAT916lS8//77upx82LBh4DjO6ZWXlwegOalNbm4ujh8/jvPnz6OgoAB9+vTR5dyEdREaH7UhP0zEagkREma39yVWDGsyQ7sRBOE+/mrr9fCikWDwfvZ5NQLQyAzuSughTrUujyoU3HrnYWD3tys77ovfgTfOqeV66vE88WUejfSMzvzgUaBNM7U6qkLoZ82axf9/8eJFvPHGG/jyyy/Rt29fBAcHO5RdtGiRvjUkCAHiJeSEo8t6PHykxLK9IN/rHh2tsAEKpUR97iZ20vsYYihCgCDMgb/Yei1iyGhvrFDomiXJm7/Bkq3ZC/KBHvfybS4Ms7ZCMjt3KCqsAoZffq9mwL+5P+M8NU98r74+ey0enJIjexypbPTuCmxPB4T0Cqk3Y3SGVrJT4rDy0v9aB4YI66BKwO/Z4zg61L9/fwDAf//7X4ftSku+EIS7iAX0gXUlDmJd/F6K5kRovhOKjUlpmrwDwvKusud7QwCrzeBPYpwgrIs/2PrgI7uA1D8qJtrUExaa7a8CUQpfrP3OBJqUwLIX5CP8klCREpCpsWHYUO58PLMiVV85hAPqB0v3aJrH7KpPYrWVb7wxL154Lk8Ym5aAV73seRf2o1nOBdZ3jsrMoshJi6EqhP6rr75S9dq6davR9SUIvw7zaUxK84sRUy1CXpxlnowI4UtOnz6NSZMmITo6GtHR0Zg0aRLOnDmjev8HH3wQNpsNixcvlvyc4zhkZ2fDZrPh008/lSxTX1+P/v37w2azYe/evZq/g7v4g61v7DIYgLyd8IX4NMO59UBcf6nvI9ymx/dVI8iU7I04N4GZhTtDTbt50g9iNlaur2FlL7QVru/YtASneh4s3eNRHo2xaQn8IKI40ofdT9S3csTqtl7zHHiCMBtSy4y5m03TTFk4mXFlhtrTufCefDdhGyvVg5Z8I6zOxIkTsXfvXuTn5yM/Px979+5VnYn9008/RXFxMTp16iRbZvHixS492E888YTiMQh59v/S3Fn1xrQn1mHe9vgfFL1/VhZE7mDEQEVqbJiswGF2Ryjkmd2UioywgshTI+bcFWSrXazSw9aAF6LXPazme/n77yU7JQ4D677zdTUAOD4nozKzEHXNSB/WxrtY3dZrXkZuwoQJkhWy2WwICwtDjx49MHHiRKSkpLhVIYIIZNhcPimMCGczYk47QViVsrIy5OfnY+fOnUhLa/4dvvnmm0hPT0d5ebmiXauqqsL06dOxceNGjBs3TrLMd999h0WLFqG0tBQdO3aULLNhwwZs2rQJH3/8MTZs2OD5l3ITq9t6TyOZ1Iq8VycP0nRcsbj19bx4Vh9X9WDlfBFFsKH8FFJjE2W3y9mw1NgwzFh9FE9ck8iX97Z498Y5m6dxfKm6PNl89Xh6/eQGI+wF+eg+ZKQuCezEg1SupkY0JqUBgsEfe0E+wqfk+CwJpC/wB1uv2QMfHR2NrVu34ttvv+WN+549e7B161ZcuHABH374Ifr164dvvvlGc2UIQitySefkPnMXPUKP1HYo9XqIGukNl2uPstp6FBVWkSeeMBy73e7wqq/3vFNaVFSE6Oho3qADwNVXX43o6GgUFhbK7nfx4kVMmjQJf/vb39C7d2/JMr///jvuvPNOLFmyBPHx8ZJlTp48iQceeADvvPMOWrVq5dmX8ZBAsPWeePqeuCaR96QFVxQjNTZMsaMvd6591ef5l7cx8pxGCH6hUHF17cRh9Wb2ursa1PHlEoXC/oi7vxfhfr7MuO4ucrkXPOHAuhLNg39SSEWYuOqvBlcUmz4xs5CGhgbd7b0/2HrNAj4+Ph4TJ07EoUOH8PHHH+OTTz7BwYMHcffdd6N79+4oKyvDPffcg9mzZ7tVIYLQAz3Czg+sK9E1KZtWYe4NIe9OWL2rfdwZ3ZerIyXF828aLzoKGDWvg2caUFdXx89bY68FCxZ4XJ8TJ04gLs65ox8XF4cTJ07I7rdw4UIEBQXhL3/5i2yZxx57DBkZGRg/frzk5xzHYcqUKXjooYcwePBg7ZXXGX+w9a7mbEuJOqV1paW81K6WG/Vmlnst+5hhPr6aOfWA++Kb2VBff1e194BSOSkRLyXChHPjtbab1PmNyMlj9ICE2Zaa8xTh/HbxdinULpvs7eifA6cbNNv7Jo7DihUrdLf3/mDrNQv4lStXYubMmWjR4vKuLVq0wIwZM/DGG2/AZrNh+vTpTllrCcIbuBp51CJYiwqrsOpS5nVvj1Z6It6NWDfeyNwAFM5HaCUiIgI1NTUOrzlz5siWz83Nhc1mU3zt2rULgHSGdY7jZOey7d69G6+88gry8vJky3z22WfYunWrbLIbAHj11Vdht9sVv4c3saqt7x2jvVPKRLuWjj97RvtykNFd8W4G9KqHK0+/L1cHYCLPV+ulm2WetRxWm+seXFGs6b5V+n7J44c6CWhX0Qlq72XmEBH326zkdRcydepU1fY+kGy9ZgF/4cIF/Pjjj07bf/zxRzQ1NQEAwsLCTL3MDGFthKOLwgeUpx0pf8luLye2xV5ud9vLX9qJsDZRUVEOr9BQ+YGr6dOno6ysTPHVp08fxMfH4+TJk077V1dXo0OHDpLH3rFjB06dOoXExEQEBQUhKCgIR44cweOPP46uXbsCALZu3YqDBw+iTZs2fBkAuOWWWzBs2DC+zM6dOxEaGoqgoCD06NEDADB48GDcc889HrSUe1jV1v/3rj9pKu+uuNo9a77De6lBVzMJFFfCwxNB7cn31HNAwR+nbsl5q5kYYwP2YnEmFIdSxxAO9PeKDJVsu16RoZqvj6t7gS276CvMPJVCCrFoVyPimVPEX/pqISEhqu19INl6zUnsJk2ahPvvvx9PPfUUhgwZApvNhpKSEjz33HOYPHkyAKCgoEB2bgAReCglZnMXLeKTT9RWWKXJk6x27XMj0XPZD6Gnmxnv5PFDARXfUcq42wvyXY7oqikjrpsYfzFChO+IiYlBTEyMy3Lp6emoqalBSUkJhg5tvu+Ki4tRU1ODjIwMyX0mTZqEkSMdM/eOGTMGkyZNwr333gsAePLJJzF16lSHMqmpqXj55Zdxww03AAD+9a9/4ZlnnuE/P3bsGMaMGYMPP/zQYZ6et7CqrX93y2FIXSm9Pc9FhVX8edR6toxKaLav+ryqcFi1Il5uGSp3EdbPqAiA1NgwiGeu2gvygR738u+9Kd60DmpItYuceBeK7/SMzvjg0v9KyezECWuFfaH0jM6SNn7ywgn4SaHOatdd9+b67K7qIfwrxlUd7QX5wLh+Dtvk7mdh9IX4uKmxYQjOzEKjqlqrJzslDisF76MMOIfZCSRbr1nAv/zyy+jQoQNeeOEFfvSiQ4cOeOyxx/i5cKNHj0ZWljVDNQhjcUfMH1hXgkEehP5oCdEuKqxC8qVpK6t0FO+ehMSrHaxgRl2NF0JrSLxSG7JBBnEnVo/BBxLvhDfp1asXsrKy8MADD+D1118HAPz5z3/G9ddf75CVtmfPnliwYAEmTJiA9u3bo3379g7HCQ4ORnx8PL9PfHy8ZDKbxMREJCUl8f8LiYiIAAB0794dV1xxhX5fUiVWtvVqBa2npMaG4XuFz5kA80YYt9ps8r7CU+HebEOlszkrYXaPq1S7uGorof1OHj8U+JXZW0dxIYwS0eKQSI0NA+pcD0ylxoZhQ7mqQ3odswwaGIWnzxRhPzwQhb4/2HrNIfQtW7bE008/jePHj+PMmTM4c+YMjh8/jqeeegotW7bkK+eLDgdhbvROyqYmfF4sPOXErZygNWI+uVb0HEgwGiPbS89oBIKQ47333kNqaipGjx6N0aNHo2/fvnjnnXccypSXl6OmpsZHNfQOZOvV40mEmVBkaBG5cmXdEYRS5c0yV14IGxDRmgQtNTaMH9hoFp2Owi47JY5fas4MuBqEkRrYZmJbTnSL93E1OG4vyDckgZ030TJ4402xL+fIqqks0/U8jUlpAbU0nFasbus1e+CFREVF6VUPwk8RPzzsBfkI95JRcCcEXiz4rZxgzai6H1hXImv8rdxeBAEA7dq1w7vvvqtYhuM4xc8PHz7s8jyujtG1a1eXZbyFlWx9zku3wBtd8ckLJzi8b0xKAwSiV40gYGW0htarFdd6RCL4WsgL20XO63jfmG4Amu2PdPBrM0pt4a6HXwotWeelrvu5vHkQe9PliMrMAj65wL8XhnkLHRbNwn6Nw76sf5Y8fiiKCtc6fHZgXQn6TlE+d3BFMbJT+qn+vlLtb9S0EiNwFZHAvouWwYDuQwYYtrSesP/tyrmyr/o8BhpSC/NidVuvygM/cOBAnD59GgAwYMAADBw4UPZFEEK8OYLrKnRcbdi43svH+Ro9RXVZbb0hEQG9IkN5A+NPbU8QVsIfbH34XU8aenwmQsKn5ADw7jQftZ5xs3rQ5RDXVSiAhP/Led6VroG3phRo9eAqlZ8zbY3sZwy5vhUTmcEVxQ59Hnf6YnrfQ770Brs7710twsE4o1EbPi+eQkH4F6o88OPHj+cz/t10001G1ofwM/R4YIuNc1ltPdIV3jMDlgw4JWhT45UXDgSwkX2zIhS7LFGft86r1Gly11iQeCcI3+FPtt5IAZsaG6Yqn4uWeapGJrgzmvXFR33uRVXb15DztDcmpQFVlTrXyhG9xJ0a7zhjwdI7kP2rNm8s4JikUQ6ppG6uGJuWYPg68ELkPOJ6/t48ua5j0xKwHs1LyEUn9tK8v/D7ietRVFiFQZf+X7XxEP8/e24J74nU2DA0xqah0W7XXAfCN6gS8Dk5OZL/E4S/kzx+qE/XzjRS0AoT9mll1cZDWKCz50lO9Lua2wcYs9IBQQQaZOu1o5QASko8CIXD+uKjPl2nXE+MDoUWJmmTajOp578WoavXQIecWNSTVRsPYbGLOgzsfNn50dxex3Wtgxx63AN630d6HU88TcaT47DpLaxurxoQRp+e0Zmvs9mdUYR2NCexA4AzZ85gxYoVmDNnDn777TcAwLfffouqKv9bg5MwB54kMFOTnV3sTTZLuJFcuLoewt5s89XZ9aHM8wRhDvzB1vsynNysGeGNwldZv7UOsvs6WsBbRGVm8X0FNsDRKzJUVf9GTf/AnX4Ia3t/yBCvx3dIjQ2TTKCox7x4qb4UOTr8B80C/vvvv8eVV16JhQsX4sUXX8SZM2cAAGvXrsWcOXP0rh/hJwhDdeRC3fQIt1cy5GoFa1ltPf/g86X3XcyCpXeoKqfme6pZao4giMCFbL0+aJl7qyQIrDCn3RNhrOb7iT3vSufzxUCwu4JuQ/kpbCg/hWOjx+hSD6V2EfZvPD2Hu/0IX0edmHHwYMb0G/n/3RHvUoMAwv6r1LUiMW9tNAv4WbNmYcqUKThw4ADCwi6PLmdnZ2P79u26Vo7wH9iDQkoQuyvcjRShZhDuUlEHeoXUa/G+a10azp2l5NIzOpsm6oEgCLL1apHqBLsSCFYR6mrqIpdwTm+ENlnNQIEZbLgZUCPW3W0rrVF89oJ800alqLmn2O/BiPvc06iQc3nzkPXSw7KfS10rWmLO2mgW8KWlpXjwwQedtnfu3BknTpzQpVKE/2KltbzVeryNwErtJMSTdeClBmRYx0JNe5AxIgj98Adbb6SgdOW9Yh1y4TxXTzGr+HGFJ8uMqcHVtVCyDe5eG28mYpODfe9vbm5OZzU2LcGpLeTEuS8Sxh5YV3JpiTzfY4ZpFOIkcoB70Qnri49izrQ1qlYIUvotUB/KWmgW8GFhYbBLZCksLy9HbGysLpUi/IfGpDQng2IvyHd6UGh5cMiJRDUe3OTxQyX3lzJmvhrBlxOrrI7iv0YjN8ou1z6eeNLlvAVqltUhCEI/rGrr9/9iHg92cEWxom1T21m3whx+bwpaqXq500buDhjo+V03lJ/y+HiP9J7i8L6wz9X8/1KDG6tnr3UaMGd225NBeFcUFVb53UozngwSSl0b8cACuzc8uUfEdSSh7h9oFvDjx4/H/Pnz0djYnHfVZrOhsrISTz75JG655RbdK0hYHz0eFp489OUEqN6Gyl6Qr6vn3EhDp3dGUibmWSdAy/QG4XVw9ztbNWKBIMwK2XpntCTEY+LQXpCPgXXfSZbJTomT9ASaKYxeDWPTEnSZ16zUV2hMStPkNZUSR+Ljz2ylfdkuPcW78Fiezn8X2sCy2nrsnjXfYR1wMeJ+EbPZRk5lK6utx6qNh/jr6CsvuDvn1buuUoNH61+dKr3dg3vu+wnjNJUPPrLL7XMR3kWzgH/xxRdRXV2NuLg4nDt3DpmZmejRowciIyPx7LPPGlFHwuLonShDbGDkhLiSB11uH7ntSuJc/JknYpLt666QNTKzvJEj84DnHQelzgpBENogW68vQgGwvvgo1hcftWxIvBxioeGOd1LYJuL92XSE4Ipi1YLKF95Gdn2FL3dxNTAi7F8Jz+Nuojot+xndJ5DD06kxZkhiJ3Vf9vhioebjuPougxbN5f8XR2oIMcvUBkI9mgV8VFQUvv76a3z88cd4/vnnMX36dKxfvx4FBQVo3bq1EXUk/BTxA8wIL6paA8NGn6UEcCB5d5XaS00ovS8y/7L7aNXGQxQaRhA6QbZeP5gNkRKdSiJeyuOfGhvmNeGvZySAGtGk1ta6Y5PlbINZpwloJSozC/3/MdVhm9Sc6F6RoZi8cILDe/Fx1KJ20N0MgtkV3h5MEzoc2FQbNlVw/atT5XZr/lzDfajWgUbTFK2HW+vAA8Af//hH/PWvf8UTTzyBkSNH6lknIkAxYs650FApodZzrYeYN8OAgFyyE3eyynoKZZ8nCPNCtt5z/G3er69wZ4DWDPbWF4j7U2y6wIMn9yr2tRqT0hwGbpj4lhp8cjVgz5bHEyMUy1pD060wGCCHp2H4wmgOtZEd7kwTIaxBkDs7bdmyBVu2bMGpU6dw8eJFh89WrVqlS8UI/8dekI9wFaODUZlZwLoSWUOsVQCmZ3T22Tro7Duwv1KGlHX2rLhWO7tWBEFYH6va+g3lp0yRZZpRVFiFDMH7sWkJLusn5f3eV33e78LuXSFsJ3tBPlKnpOH7dSWwaZvay9OYlAb4IMfA+uKjuq9/HlxR7ORhFc55Zt71GT+9hTmCfYSwQfv0jM4Q97AK+1wNfPyZ7Pml+i/st6dVaKfGhvks98OG8lNIjXVeR91IhIMfjUlpCK4o1j03kdbBq8akNGDfVl3rQBiHZg/8vHnzMHr0aGzZsgW//PILTp8+7fAiCG8hFO56hm5reYhqCfmTKuuP3oGiwipNnnxPrl1wRbHb4ZQUbk8Q8viLrfe2x058Pq2RZVb2MBpJcEWxy0gGX83JVovQY7q++CgOlu7h3wuXrWX/Kwl+4Zzl+8Z04+0gi66zF+TzfSRhePQjvadI5osRRuV54iEHXN/DrnIY+PNv4IlrEhFcUYzVs9cacnxh/1VrWDx5662FZg/88uXLkZeXh0mTJhlRH8LPicrMchCzeoooOSHYKzJUlaBUG+ZoL8j32RJzZuPAuhIMunRNWZu4m0ivqLBKNppCTcdMa+dN7+SKBOFPkK3XB7kBRk886VbLUq+WqMwsNCp8XlRYhb6X/j6ok8fW3WO4602XC3tutp9rLv//yQVFr/2caWuw+PccAMJEZZ7PYxZ69V1FNzYmpWHD15Wqjy3si7kTJaOHsGfH8IXHf2WXAVj8exnsBfmS/STWh/Xk2TBo0VysUkhWJ4Z5/wnrodkD39DQgIyMDNcFCUICb4tfqXOxh6TYOJklrF6IGT0KbIR3ydUPoqiwSvcoAqlrJtWRkDI6JMoJQh/I1uuDeGBYKFqo46yNstp6VW0mJYCEtsGVEHQ1t1jvUHhPkbJ7c6atkc11s2rjId6OCz3/YkG9auMhl2JSiwhndlyqz6BFTHtreoxR55HyjC+5+kFd+sbUBwocNAv4qVOn4v333zeiLkQAoMcDyqhM51o8x0rLyrnzHV0tH2dGIV9WW2/osnVCpK65eJ1bSoZHEPrh77beE2+e3Px0hlgAqh2AtCpGCR123NTYMKd1zuWQE5zutrfWpeCkyglD5eUQCi9virA509aoWoJVD++3L1apcYURUQDieyA7Jc5h22v785z2Kaut9+i6v7Y/T/K4YhqT0vjzkNi3NqoE/KxZs/hXfX09Fi1ahMzMTMyYMcPhs1mzZhldX8KP0Cp05cRt8vih/LGEDyeGsPOkJkzebEamV2So7uJU72QpnuDuoA6LmGDX1GzXjbAmzz77LDIyMtCqVSu0adNG1T65ubno2bMnWrdujbZt22LkyJEoLnYUDA8++CC6d++O8PBwxMbGYvz48fjxxx8dytx4441ITExEWFgYOnbsiEmTJuHYsWN6fTWX+KutZ51ulhVbrzm2aryGSs8l6kA7IxbaasKJ2XVgdjK4oljx2hwbPcbt+rnrfT9YusdByKsR9a54vUN/p21qB/uF3nn2vzuh2+6GezPh7Ov57mojDAbWfSdbRs3gjpb7xp8G98yM1W29KgG/Z88e/vXdd9+hf//+aNGiBf773/86fLZ3715NJycItagRZ1rXL5U7Jpun7w5SdfA0xNwIz7IRYlePUHq5aQyUc4DwFg0NDfjTn/6Ehx9+WPU+V155JZYsWYJ9+/bh66+/RteuXTF69GhUV1fzZQYNGoS33noLZWVl2LhxIziOw+jRo9HU1MSXGT58OP7973+jvLwcH3/8MQ4ePIhbb71V1++nRKDZem+Jh0AYXMxOifNZaLlQhJl9apVYyAPaxJ2wrDASYcnVD2quyyOiudKs7bSEs2sRm0I77ovkku6ck83V1+MeknOcsDZkf7Wea2xagoPzSo0nnrC+rVeVxO6rr77SdFCCcEWUKPGZkSSPHwoIRpuFXnipBHfCOelG1k/Jc+yN+fjuhuWbaXm7VRsPoVdkKJLH+7omhL8wb15zdue8vDzV+0ycONHh/aJFi7By5Up8//33GDFiBADgz3/+M/95165d8cwzz6Bfv344fPgwunfvDgB47LHH+DJdunTBk08+iZtuugmNjY0IDg529yupJhBtvdI612rRmgwrOyUOqDsOgHXaO7p9bjOjZ2i9lug5e0E+MK6f6mOLE6qNTUtQHTLvLcR1EvZdgiuK+f8nL5ygOfs4Y/es+Vi18RDuP6I+OuCR3lPQadNGTec5sK4EePxerdVzG+HSdu4u5zezVS/FdmHHVbpvVm08hMWibcIBEOHSykfXTMewl77RXE93cJi+0WWwV85pBqxu6zXPgScIqyE0/EWFVYZ5Q9wV+wfWlfAvIUbP6Z68cIJb+2md966UL8Cb0NJxhDdoaGjAG2+8gejoaPTrJy0izp49i7feegtJSUlISJDuTP7222947733kJGR4RXx7k8YsfSV2IMnJdrljiG2DVrCjtWc1wqovSZqbIXS4LO9IN+tJbqM9Ah3HzJAVTlXnlMmPO8b0w3Td74OwHnpL1f9EKXpc0qh9FkvOXop5dpLScCq9SwbnaQuOyXO6Xek5fcsh5pBn33V550iHxh6OYwak9Kw+PcyXY5FyONrW08CnjAFjUlpbok8fw9NNELEs86PUeuQeppwT+19wNqGktcFJna73eFVX++dhIpyfP7554iIiEBYWBhefvllbN68GTExMQ5lli5dioiICERERCA/Px+bN29GSEiIQ5nZs2ejdevWaN++PSorK7Fu3Tpvfg3LU3L1CF2P58mceT2SRWWnxHkt67YW1LSLJ8thiRFGfsk984VLmabGhhneP/DVtZGKgjM60e2qjYecBKrcYJKSkL1vTDefRfGtLz6qS+4BdxEPnjCHAuvzCKdBqB2oM+OzQW8aGhpMZe/NYutJwBOWRYtxZsaNeY/VGhCjPMeuwgHdEaW+ylQvHAhQai9XbenNrPaEOahvuuiQWEzNq/DIadTV1SE6OtrhtWDBAtnz5ObmwmazKb527drl0XcZPnw49u7di8LCQmRlZeG2227DqVOOAueuu+7Cnj17UFBQgOTkZNx22204f96xo/a3v/0Ne/bswaZNm9CyZUtMnjwZHMd5VLdAoryuwe193RHq4o62MERXKeJHTtRbrUMuV189xbsQtYMhwRXFCJ+SI7tfYZ+rFb3R3pjPL+WZdyfB7CO9p/AeeTnvLusfyC0tJ4fYw6/H1AJ37LyRERJKvzlPfo/ifQctmutUxl6Qz095ELaLUb8fX/L14V812/sLTRxWrFih2t4Hkq03tYCXuhDx8fG+rhZhUtQadqF41tN7647YLyqs0m00WqtR1Ou7i8/rLY+4eABHS/iZmZIaEdqJiIhATU2Nw2vOnDmy5adPn46ysjLFV58+fTyqU+vWrdGjRw9cffXVWLlyJYKCgrBy5UqHMtHR0UhOTsZ1112Hjz76CD/++CPWrnWMhImJicGVV16JUaNGYc2aNVi/fj127tzpUd2sgNH2Xq0AEJZzVzSwjrsezxklT7deokaYpV8vPJmu5Eo0KQ3eM/vOlkaTswtltfWSgsoT5MQt8/rWVLoOa2Z1GpuWwA8i6DGYwAS+GsSi3R1cCf0ZP73Fi1SjE9oZPSim9vpIPQ/EOZmEbHv8D55VzAVWmVI4depU1fY+kGy9qiR2vqR379748ssv+fctW7b0YW0II/C0k+NKuCWPH4qiQmPCxV0hFPVir7uvk8EZFV4oThooRM/EgM3HcS9ZD2F9oqKiVJeNiYlxCnEzGo7jXIb5uSrDRuN9PT3AW+hh73NeugWeygElQSFOeCaFFu+ZvSAf6KGc0EvpfGrqo7Sv2VBjH6Iys9Aosb0xKY33MBcVVqGvi+M0JqUBBuUUcCdUuzEpTZWokhqsl/O860F2ShxWui6mCuHyr8mYJ3vvS93XLBGdHqTGhimGqXsrEkaqH7iv+jxSY8Nc3gtqBw6krh8bpLHCXPmQkBDV9j6QbL2pPfAAEBQUhPj4eP4VGxvr6yoROsEMtS9GAYVeYj1Dz+W88K5C5n0t5r2JVBu5O5igdO2sMrpMmIvKykrs3bsXlZWVaGpqwt69e7F3717U1dXxZXr27MmPpp89exZPPfUUdu7ciSNHjuDbb7/F1KlT8fPPP+NPf/oTAODQoUNYsGABdu/ejcrKShQVFeG2225DeHg4xo4dCwAoKSnBkiVLsHfvXhw5cgRfffUVJk6ciO7duyM9Pd37DeED9LD3UdeM5P9nXkCzZRQXY6aweU/m/Ov5PVJjwxwGQoQ2W+ugv7vLc7mD1DJxWjCijq/tz0NjUprby4uJB6TU/p6kyrHruGrjIbez5XuC2oSChX2uNqwOwn6L1GCMEeHz7kzN8HesbutNL+APHDiATp06ISkpCXfccQcOHVKev1NfX++U7ICwLmIR5o73Niozy+EhKSeWtQp5qczxrjCLUGftqLX+cuh1HK2kZ3T2+0SGhHeZO3cuBgwYgJycHNTV1WHAgAEYMGCAw7y58vJy1NTUAGj2Ev/444+45ZZbcOWVV+L6669HdXU1duzYgd69ewMAwsLCsGPHDowdOxY9evTAbbfdhtatW6OwsBBxcc2iJzw8HJ988glGjBiBlJQU3HfffejTpw8KCgoQGuqb/BbeRou9l7P1e55a6K3qOsEEC/PsBVcUexRxxIS01efD6uk5ZbhK8sVWWTF6BRRfRTGwKQJacLct9BwM93TagjuDROLfj6vfU3ZKHN9nTI0NA/fnW1yeQ8s0B3Zs8fUwavqhNxI6WhGr23pTh9CnpaVh9erVuPLKK3Hy5Ek888wzyMjIwP79+9G+fXvJfRYsWMCv7UdYC3FYnJLR0Oth1HycEpRtPIT0jM4w0s9lFvFuhJFoXp7v8ntfJdQjCE/Jy8tzuS6sMNFMWFgYPvnkE8XynTp1wvr16xXLpKamYuvWrarr6W9otfdytv7dLYchXPBK6IX3RmKyQMVVSLIYqRBpFkKux4CFMIGdUQjFO7vPug8Z4NNM51Iwr767K88Is6PrVRdvsaH8FFJjEwHA5TrtDPH9pzXxn7vPmUGL5jr0gZvbSnkteDNOg7EKVrf1pvbAZ2dn45ZbbkFqaipGjhyJL774AgDw9ttvy+4zZ84ch0QHR4+aO3SOUEdUZhYv2vWdQ32Z5PFDdR2lZKOrUnPfhWLe08zrZhhZLautNyw5oBRscMcM350gCM/Rau/V2npfiXbxALSajracd1FuMNtMofd6oeQl1jIwzNpMbOd9ObUqOvFycji1odx64m5fg+3nywEwqXtdi3gVlpW6B8Sind1rRtwv7NjivmFjUho/CKZmMEzL1KCozCxyrPgZphbwYlq3bo3U1FQcOHBAtkxoaCiioqIcXkRg4Q0D7auQcTk8EbJaH+py5YWj1N4Q1nomxCMIwly4svd62vr1xUcNmycv7JRrwdeeNS0DDt4K8dcyMMySuok9vkYme/Mm7kb0LVh6h9vnPDZ6jNv7yqFmEEp8L7pzv2WnxCE7JU52EEL8G528cILuqzxo3ced54Y7nMujqGUrYikBX19fj7KyMnTs2NHXVSEMQkp8awm5cidZja+9uN4eFdVi+MWJT3pFhrrtXVfKGeCJEDfbYApBEJ6jh71X4zEUCndPRDzrpHvTS+mJcBaLCl8PGJgBve4FQho9BKm3BotYgj0jBnxYfgalvpj4/hMuK+guchEY7k6tIHyLqQX8X//6VxQUFKCiogLFxcW49dZbYbfbcc899/i6aoSHiAV2cEWx4clmhEg9OH3tzdVzTXhXCNs6PaOz6kEEvULjvXmtCYIwP3rZ+5yXXCecchfWqdYidt2JCPM3MZ0aG+bS02rEd369Q3/Zz9zxRKsVUN2HDJANkVf6TAvuhsPrPeBtRHZzPe8F4X3nTjI7hhHfU+oa6u15v29MN9lnkPg34El0BuF9TC3gf/75Z9x5551ISUnBzTffjJCQEOzcuRNdunTxddUIN/B28hIt6O0F1ypQxcJYLOSNiBJwx5DrnSdAiB7XILiimJaPIwgLope9Fy4j5w56e16NtnvuzIPXUyBp8YiqPa9ez3AlkeuNJHdCxMLdV4nutDgJ1Cw752lWeXfx9lKHen5POY/3vurz/PPHiPtD3McS9wEpmtFamFrAr1mzBseOHUNDQwOqqqrw8ccf46qrrvJ1tQiDkPOAqzXmasuV1dZ7nDjOSJiB9ZY3vqiwSrI9hA97teJazgAItysZiV6RoaqNiLCcr6MnCILwDCPt/di0BI87xFqFPRvEFdolKbGr9nlnZOiwEeHieg5cBFcUe2QPWV3U9BHczYeg5J33RcI6KRYsvcPwvo+WMG+zJFWT+20Z9ZuTuwYbyk/pLtyFuYnE5xVn1zfLSkmEOkwt4AnCaJjw0yM03FVHzNNzCD3fenjBpZZGERpUcX09MbarNh7Cqo2HFA0EO5/aJVvI2BAEIaaxy2CXZfQSrEpeQDaHVihkv58wDqmxYbp4mPUSF96a6+1JfdlgSFFhlWJ4sZFJv9QIU3EZvYU7S8SmFZakzNOB7tf25zl9R1cDNUr31/Sdr3tUHz0R/5bF/R09B6Sk+lK9IkOxvvgoairLAID/q8e5WN3l+nCs72X06kGEvpCAJ7yKmoegls6NVoNklhFftXgjlJ4hlaBOeD7hZ3Lt6EpUK43+a/1u7Fi+TkJIEIR1cCVYXQk1LYJXbO/Ez0dfTPeRWrtcTVlfcmBdiex8YbW409buJg7TI+GYnpg1NFqtKBYOWrj7mxEOnInPKzXwo1ekwobyU06/MymhPHnhBN77bsTvzl6QzyfPk4P6UtaCBDzhddwdyfRk9FiNcLdKYjX2kBU/bF19R+HnUgZdafRV77A7s3YozEhYeLivq0AQfoEn80vFgkzvTracZ9Vba72ztjFT9nUmuNRGZSkh7Hcs/l2bd9MTMa6UzE6IUdED+6rP6x6tJm4Pb92j7kRxCPfxZh4mrW0yZ9oaVK/7Gxr2rML64qNo2LPKqYzSb1Pu/hH261hUkBw0FdFakIAnAgJXI496o+VBqFfYkhoPOdAsxt0x6HLeeD3Rcp3cyQpr5kSKBEH4FqO9psLnGxOnrrxeWkWL0sCCq0EHreLdVd32VZ9XXX81gkfOPnhrvWwlvCVihaixgamxYQ4D8Ep9A70yrav9Hc1s1UtVuYF133lSHUn2VZ+XPb+7Xn69Ii+kBhjdHVhjzxepxHnsXhD2B4OP7HLrPIT3IQFPmApvecHFRszd0CGl/aREvNnmGK3aeEi2TkaHU4mvtbi9XN0LcvWzSiSFVsgTTxCewTrGUvNLtc5x1jIfmYlYdzKfMzFhhEhlgsNd4eFOnYSDCFIDCkqD36z93G0LV7ZBzwGc7JQ4wweEmPBSky2eobRsrB6RDt7Ak9+Ct9aRV8JV38rd+e9S7aLkdRdHVpKDw1qQgCdMg70gnx8l1HtuYFRmlq7z36UewGoFb3pGZ4eX3vWQQ/iwNjoTrZoIBKkwevEosVSHy9W9IReeT8aJIAITofeKifhnnliIZ55Y6LXlvDwJTTfq2ZWdEocnrknEE9ckygpOb00VMBuuxLfcAM7YtASH7Z4Okiih1Y7bC/I1iXRf2Uxf3CN6ntPVseSWkZNDj/tG6V4RRraoSQJKmAMS8IRpkTIennpXpQSzu/N+tHqo3V1D3VNPuJqBC6Uyngx8yInposIq3eblSV0/WgueIAjAWTh7mt3Zk870ubx5CK4odrBj3px3ykQne0l5I7V8P1feTDN4O91B6zXWO3+BnIfZncEUloEecD/3zIKldzhkM/cmG8pPSZ6Xta27A0ypsWFYsPQOAJdD9Gf89JbTNdNrWoG3BiWUohOslsSZUIYEPOFAWHi4w8toxB0ZVx5pT5KfCY/t7VB2vZeAc4XUEnBqH97icmW19ar3VdOuapaSU4PcKLY/Li9H4fME4RnCpGHRiY5zX72VMZyFs6oV7UZ3+sW2Xuv5tIYySx1fLMAak9L4foG9IJ8fjJWyQXq1j9CbruZeEJ7XVR18HXEgDKEuKqxCr8hQzZ77qMwsXZZ802NAR89BBDYlY/es+QCkw809nVYgHEAU/17k+lVSCey0wM4jHnxwdd3J8WEtSMATpmLQormS29lD211xZi/I549t5CikVMeMCfaozCz+cyNEvLBt2P9sabiy2nrV4lhqjpzcg9/V6HRRYZWT0HZlRNi51Q7W+Oucd4Ig9IWJ+KNrpqsqL/ZYu0Is/lx1iIXPLqG4EZ9PS8faXcGYGhumSWDJefDlEIqXgXXf4YlrEhXLMJi4UpvgVMm+eyPawWjBruRxVuMt9nT6nLtr0RvRLsdGj5H9zNW9Kf5NsfID677j+5vfTxgHwHMv/Ni0BIf6TF44QXU/9NXJgzw6N4NFGwhhdaDs89aEBDyhiC89f+IHrL0g30GEuvPQ8fY6l0p1NLIuYiOt1liwOqntLKn5DlIdBqltzGiya+zOyDeJeYIglBB738UoCXatIkRPb6GSIBGLOjVhxUMS2zq8DwsPx77q8/x3VDNnX89QbykOrCvh7YDaBIBKSdrMYB+MjPZwZTOZ3VXTH9CSGM8ojFgP3RVLrn6Q/5+1p5xjSQvC34rwXnYVHelJGwidOlJ5oFhUBeUHsiYk4Amv4U54jvDBcmBdiWrRq3QuvcPntYb1qx14KKutNzzZnBruG9NNddZ+4XZ3pzvoYSwJgiAAYwSTKyG/sov02t+As00DnMW50BsuLC/VmZcS9r4O29aD7yeMczvizmyrvWjBiNUGhPbbXW+yL0Xe9xPGyQ5gKXnhlRB+H+HAh5JzQSuuVlxwlcw4NTZM8bfs6tnGvsu+6vNODjDAHANahPuQgCd45Lztennh9TAAWrzuSufT0/ut5lhy9TY6IoA9wF0NBAgf7MKQf+F7McKQLC1z7JUQn0tunjsLqww0aC48QbhGjdfKlSfeG6iNMhJ2tOW+G9vujvfd1Xa9PaFq+wJmGMBWy4byU14bONEqwqfvfJ13ahQVVukywOHJd9Xq3e+79gv+fyPmaYv7Lix0XuozvZDqc4nxZDBnX/V5l3UXOlle259HnniLQQKesATBFcUODzlP5uwYleRMrk7C7UY+INUaZfZQFz7cXbWJ2pB6d2HtIm5DuQ6cXH1pLhfhCYcPH8b999+PpKQkhIeHo3v37sjJyUFDQ4PsPo2NjZg9ezZSU1PRunVrdOrUCZMnT8axY8f4Mr/99htmzJiBlJQUtGrVComJifjLX/6Cmpoaj85NqEPoqWLz4LsPGSAp4l2JVaWM40rewLFpCbhvTDdJASIUDL6Gef20Ri64EhtapgBoibYTo7Taizv2QXy9rR7dUFZbr7lt3em3jE1LQP9/TEX/f0x1WVaLF104eN8rMlSXLPHifoYrj7wa1A56eeLEUTPNpVdkqOpcFYGUxM4fbD0JeMIyWF2caTGCRnkehMaOzRXUIwpAKjRL6xz27yeMwyO9p0h+Zi/IVx3uZeXwScK3/Pjjj7h48SJef/117N+/Hy+//DKWL1+Op556Snaf33//Hd9++y3+8Y9/4Ntvv8Unn3yC//3vf7jxxhv5MseOHcOxY8fw4osvYt++fcjLy0N+fj7uv/9+j85NqMfoTPPcn28BoCzw9JgCZiWE30PLdyoqrHLb3odPyZGdL28vyFf0SrJrpyVxoVXw1dKFUjQmpeG1/Xkez7NPz+js4J03I3o8d9QIdTlYf0hqSqPQESKc+x8I+IOtD9L+tQl/xFehud4yJMLzBLrAS8/ojLJL4pq1ha/zAgDO4aT3jenGb2PHG0TXkTCQrKwsZGVdvse6deuG8vJyLFu2DC+++KLkPtHR0di8ebPDtldffRVDhw5FZWUlEhMT0adPH3z88cf85927d8ezzz6Lu+++GxcuXEBQUJBb5ybcZ2xaAtZf+n998dHm95c6ykYJt6jMLDQmpTmI2cakNK8nV1WiuS+gzzxse0E+wi8NXDcmpQEqQ4LLaut1mSYlzrwdlZmFslrnpcKEKF17uc+0TDHwRIwxxLZSzeC2VpvszXBqV6HewRXFDisRZeh0XnZc5thg9RA6UMR1y06Jc3m9XX2+r/q8w1RFd8Wzq8EBV2H6ws/Lauub29hud6suVsMfbD154AlTY0ZPhNSgg9JAxJKrH+SNj9z3MSqsX+hx91YnMSozS5fvI6yv1PH8cb13Qj12u93hVV9vTNRKTU0N2rVrp3kfm82GNm3aKJaJiopCUJD8OLo75yaAJ65JdBk2ypYx02OZJnau1/bnYWDdd7LlhKJIKpmdHK4+17IuudHosda3Xuc+sK7ElH0IMcJrpnf7sT6A2og4veZ8R99yo+tCl5i+83U+gkUKucEcTxPesuMq9Y1YpnYjYP3Gstp6yWXe1N4LcoNC4mmnwn7qgqV3mGrgUImGhgav2Hur2XrywBOqYB768+fO+bgmnuPth5ZcOLy7WdrFx5D7PlKGOHn8UJfnbfvw8zi97EmP6iX08ou5b0w3j8W3Gu+70PtDmJP6hibNHqm6n0+irq4O0dHRDttzcnKQm5urY+2AgwcP4tVXX8VLL72kep/z58/jySefxMSJExEVFSVZ5tdff8X/+3//Dw8+KO95cefchDJCLzt7nxobhoOle7AewMHSPQCADQLPllgQC5OVsf/P5c3jP2feUC1CyJVN0sNmpcaGYV/1edlEdUKEZWas3q05DJi1T1RmFhq1VVNXVm08BMyaj75rvzBMyPtiqTMxcsleAWmRK/TYL+cO4yFbV/SKDJVd+UboAVfL5IUTsHr2Wtn+jzAShUWh/CT4XOjplrv/PY0SGLRoLr6tPo+BmVlARTHSMzo79U12X7p/9IZF4wDNzwp3olFZ5JAcc6at4QcGxJE/7Hze/H3u+P4kWp1qpWmfxqaLWLFiBZYvX+6wXW97b0VbTx54wpS4mvPcmJTm8uEtZbDVJJqT2qb14aplzrYWlMS32PCoEbnurLWuBaPm8islKiL8n4iICNTU1Di85syZI1s+NzcXNptN8bVr1y6HfY4dO4asrCz86U9/wtSprhMxAc1Jbu644w5cvHgRS5culSxjt9sxbtw4XHXVVcjJkZ6r6865CUeEz3+hCBd3eIMrirH+1ak4WLoHNZVlqKksw6tLPsP64qNYX3xUlUBj65ULn/nCZ59Q4Mvtr1R/BosasAqubKBStIBQeEp5JwFl8cwGUIR20dUceHdRGoRUc/946nVn95rahG5M8AsT2qpJVCs3CNLji4VO28Kn5Mh6lhniPpxw+UTG+uKjDr8PqT6FO+0nNSiRPH4of3yp+8cThPe6+J5Iz+hs2JQFub6rvSDfMlnnp06dqtreB5KtJwFPaJr/7o258vaCfKyevVayU6OXKHZ37r3a8HmpEXFm/Lyx9qawk+KO0G378PN6VodHnDRPqS30iFAg/JeoqCiHV2iofMd8+vTpKCsrU3z16dOHL3/s2DEMHz4c6enpeOONN1TVp7GxEbfddhsqKiqwefNmyRH52tpaZGVlISIiAmvXrkVwcLBTGXfOTcjjKqScPYNqKsv4bTWVZThYuof3yDOES7WJO+G9IkP5Z5Z4Wc050xznXXvacXbX66vG+y4uK45a0AJrD6Hwc7UMHkPYRiwpnRFrpHuC1rnQSu3IIiTc+Y5MuKsVm0ykMtH+qL3co3xE4vub4Y5nWWqQQNhn0GsARhiW35iUht2z5uPAuhL++HrnBxLeC+w+8Mb0DuHvSNzfssL0EgAICQlRbe8DydaTgCdMx4F1JSirrXcyRvaCfK+IOvFcIfa/2BDJDTCwh+SBdSWyAlW4r/B7uvJYKxlo4b6+SPAmPL+rjoSa+hUVVjkYU2bEWZvKXZfk8UNhL8h32G4VQ0UYQ0xMDHr27Kn4Cgtr9uJUVVVh2LBhGDhwIN566y20aOHaTDKDfuDAAXz55Zdo3769Uxm73Y7Ro0cjJCQEn332GX8+Ie6cm3AmuKJY1UApE/epsWGwF76G6MReOPfeZADAjOk38kvOSe3zxDWJvIe+qLCKt1nMfrFnHHv2ZL30sGw91MzlndmqF2a2cn/tek/FrzdDxZW8tgxX9RF7lNn94K5t9HVuASWYvZXqPwh/B0oeeqVBJTW/Jan7253lZ+0F+U55JIQDQew7arkfpX434ujDVRsPOfRbWH+D/WW/Hz1+BwdL9zi0tydz+ZUGhXpFhvLPn+CKYod2FP4vLBN8ZJf0wSxCINl66h0EOO541L2ZsV6cvMTdsGm1Xm+xGFQaPRYagEd6T8EjvadgzrQ1/LyvVRsP8SPTUgJSa2iWO4MXwvZi+4sNk1RZLUiNiMt1kpjx9TT8XdwWQmMoHoBhkIgnXHHs2DEMGzYMCQkJePHFF1FdXY0TJ07gxIkTDuV69uyJtWubo2wuXLiAW2+9Fbt27cJ7772HpqYmfh+2rmttbS1Gjx6Ns2fPYuXKlbDb7XyZpqYmTecmlDn33vMun/es08pCb5WeDUykCzvucqHsrrI+q0W8nKavlv0SeuHFyAkZuYECX8xB7xUZqijY1QxquBJscgJKi/fd1RQLOdgybOkZnbGcOyxpi+dMW8P/HsR9DnGk3YKld/DHEF4vOQ+7ECkRKr5vldpbzT3emJQm+R2V7i3xOVlbC4/D9pe6V6IyszSJdzUDPcJoH8B7Gf/FThCp56T96y+9Uhdf4w+2ngQ8YTqEnlehwTmwrsSliPUkPN2dTpLUPkpedCPD58Vhm97Enbn0YmMprnt6Rme+TPL4oQ5tLZ7XyP4KXwShlU2bNuGnn37C1q1bccUVV6Bjx478S0h5eTlqamoAAD///DM+++wz/Pzzz+jfv7/DPoWFhQCA3bt3o7i4GPv27UOPHj0cyhw9elTTuQll1uT8n+Lnwg4267jvnjUf5/Lm4e9freAHjZ+4JhHbHv+Dw75PXJOIgXXfOXj0hMeTGjBlFBVWuS3UANehw1LCQY+M5p6shy60C3LP5OyUOBwbPYZ/H1xRrMuAxYF1JUjP6OxQh6jMLMPzvgDavLRPdz6ueXBezpMu7nuwe4YdX2l5NIbQLmsZdHmk9xTJ+4SJU7VtovXa76s+r2nJQTYYIWyL3bPm8+0xeeEEvn3V5hTQgrAd9BLubKqP0u9d/PtjCY1Zf6lXZGhA9Zv8wdaTgCdMTVltveRDRWxYhGHru2fN12UNWTU80nuKpjU8hYMQzICI/yqhNfxPzhgaJfSF51M6h1LWXMagRXP5UX1XRp2864QeTJkyBRzHSb6EcByHKVOmAAC6du0qu8+wYcMAAMOGDZMt07VrV03nJrQh7tRKLTXGYGHw36x7Ca936A/AcZm5c3nzeFsjJcbVLAen9KwSJgNjnXvm/RPbB7PNB3eFXNsU9rna4b3YdjMvM+B6QELcJkpRblq8756Gz7vKIVBUWKXJhqkdhGAh7GrKi9tj96z5mgWd0lJwrmD3u5oExQy1vwHhPaQGNhA3aNFch7qovQ+03i96/Jblfhtqr6E70x2sjD/YehLwhFsYFUZvL8jnPa/pGZ3RKzIUq2evhb0gXzEkkXUOVm08xL/Y8cToMbovPIYa4c1GOY1cu1zosR60aC6G5m9Fy6uG8Z8rtV/y+KFo+/DzfLIgAGh51TC0ffh5p+1SiMW6q/BR1mbu5jRg31POOPkq5JQgCN8yJK2TpvJFhVX83HU5Xl3yGV5d8hn/ntmlb24OwobyU7ytKiqsQvL4oegVGcrbIBb2y5aoUupQz5m2RrYjft+Ybqo9glLH0JLATrzfkMS2sqJEKfGasL5SNmFllwFO9rOosMphUNzdwfjk8UOdBrztBfmq21DrXGepqRZqsBfkS4onNSKQicuh+VsBONthuYHy5dxhp21DEtui7cPPY2j+Vv7+VTPQLoTd8093Pu5QP08Ym5bgcO8IrymbKy++t4TXIDU2TLIe4kS/kxdO4CP92PfWOoChVrg37FnltE3qN6RF2EsNAAnvK6nnG/u+cvmECHNDAp4wBeKwZzXLhMl54Rksq6gccsZF7qEt3K7F6w6Az6rPPDzM0LG/QqOkZkBA6XtpCfvSGiKm5gHP2klLQj6tHnThvmR0CIJgdB87SPFzYdg84PycKqutd0iiNbDuOxxdMx1f1G/gt01eOMEhOkxoq6Iys5wE2fSdr7usj5AFS+9w2i6MSGK4m7XcF7h6Tme99DBSY8P4tci/nzAOC5be4TToreSFl/tM2JZ6LT8qFuqvTh6k2fO67fE/eJyYVyjGxQMWSjZYjcdVbsm2lV2ckzsynrgm0SmHgxCt92t2SpxkGz1xTaJkwju2jxbUTM/0FVqnwYjvS6nvJfwtivu7UdeM1HQ+wneQgA9QwsLDvZqMTozcGu0H1pU4Gdj0jM6qRNrq2WsdRlWFnniGqxFVluneVTmt65sLs+p7uja61ANZmKBO7HlXajvW1iyZjdw94c694ipM35N28EWWfYIgrIVUR16c0It5x9mzUDgXVJidWYzw+cbmW7P1nKMysxw+b0xKc/IIs2OKxY7UHHAWVqzGoyns8O+rPs970I3A1ZJwcmJZSsQJbbUwgkHqWZ8aG6a4rjZDmE+HeRpZ27oSRuz42SlxvGdd6GFnn3/78fv8NAt2THHI/Ni0BMlEgMDlucgAJMWoEmK7rCabORP8SkvFsjYXrhMvpFdkqEP7CT9/vUN/XafopcaGIXn8UP6eYffUC19XAoDTijNK1/Vc3jynZeLYMYV5dlifMyozS9fpeVL3qR4DcGy1DKljSSUtbkxKw+rZa/nvy54r9oJ8NHYZ7HF9CO9AAp7wGeLOCAsxl0r+oxZXy6i4qoPS+dQIe611c3VOvTHKW81CSMXbXCHstKkpL+58C+8VV9EW3sr0ShCE7zi4fjf/P+vMbyg/xQsu9hxnHvTJCyc4LeXJEl2x1UXYc4etMsJWGpFawlIIy3YvFOVyz2AmFNTYGLks+HokrfOE1NgwhzqwOf/CCDtW933V552Wi2PJAZmtnDNtjaJtZMeSGqhhEW+ezO0Vinjh/0Dzd53x01s4+ec4DKz7DgPrvsPrHfrz4l0s4p/ufNxBxN/5wiP8/2xqhfjaC4+xvvgo/5KD7S8noNUKazYNhNlk1ob2gnwEVxRj+s7XHYStsI1ZBAXLEeFJ4kYpmJ1/4ppE3nMubLfvJ4xz2ofVlf1uAdd9Lm8mdFOaeqFG4I9NS5Dt38gNQojzS1Eko/UgAR+A6OV59+Q4woeN8CEiJeJcCTs18+PVLIMihM27F2Y4LyqscliSRU/c9UarEf5CbzzgPPKuNBLvqpzwoS++TqwTwHB3VF7c3szbxc4hPJ9VkYuI8WWUDEFYEWEIvVTHVZwpPiozi3+eCKcUib2Qwu1swNIp/FSmE7x71nyPBhCVvIDeFO1ikSEUzsJ6sO1yz2R2HK25VcQI20VcN3ZupYFdV23HjskGJtgqBKmxYQ5CUXwfsKzgQtiUDSbimegV3n9S948r0S6E2eiy2nqntrtvTDc8ai9XfRw2J1x4HLk58VL1Fra7O0kApQRtcEWxKpsvF8kgdDQI+yvM285+o8wbr6WvJ/6Oaq+ZEnqsOS9Hr8hQxVB6wvyQgCdMhVT4PHD54SL8XCiw2Wi7FOKl6MRIdayESdZYWL2noe/uYGQYuhGIjYCc90PYUdZqOFjSKcD1/C6CIAIP5pnbPWs+giuK8cQ1iU5i7b4x3RwigNj0LbYc56qNhxyeU+yZIzUVSipni9BryfYRT+kSHp+F0s+ZtobPscLqLH5GBlcUG9q514uozCzZJHSpsWEOy/FJoeRBZ23zdOfjSI0Nw9Odjzt4e5kd0GPZuHN58xBcUYzvJ4zD7lnz8XqH/nyStznT1mDOtDX89RN61hnRt9yIosIqzPjpLQDANzcHYfXstfxKB+JlUvVALOK1RvmxKY2TF07A6tlrEVxRrNjfEN7L4t+W1qkBcrBw+dTYMH7wRqrt1KxcJNcebAqM1DHU/Oa8+btkUzeUBkiE/Vuxw0U8/cCseQAIaUjAEx7hrodQzbwivQ2amvnvYlZtPGSqh5q4EylGrs3YvDehN55lmNdCy6uGISozy2E/NaHv4oEINZ0q8fVgAylynwP+I959naOCIKyK1iRM4jBSpeeZXESR0nNH+Jl44JI9x4VJUVnoMht88ET86Dn3XZyJXko0uIp4AKA5tFppyoFwyVi5pLXuruWtNK9eiNQ88e5DBvCe9uyUOFVh/FoGstkgkxTLucO4b0w39IoMxaP2cvSKDMVy7rBq7zuj5VXD+NVpmNgTRp2IoyiF8++lPONCjzRLvriv+jw2lJ/iw8SlwsWl7ilX/UfhPcOmcAhRc+8Z1Zdg7cC+/5DEtpg7KgVzR6U4lRWufOEKrRnrhddI2J7BR3apPg7hW0jAE6aBhTFJjaiKE9AItwPygrZXZKjDSLSWMGs54e5tQS91PjN53tW2qdQ8eSXY9xb+LSqs4ufYiRMe+ot4JwjCfexffwng8nNJ7AEWPk+lPOws2Rz7LD2js0OSOrYcnFDoiz1ZDvURLBMmjgZjz3Hh81y8UonUiieNSWmy8+AB36wRLxZV4jqw9lk9ey2yU+JUTWsTT1M4lzePD13fPWu+QzsZnUfGXpCPVRsP8fYHgMP/DHZfPN35uEPkh1DEs3ti8sIJstMJlWD7qsGTvgK7ZoMWzeXD51lkixD2GbPvB9aV8L8fFoWxof2XiueSumezU+L4NkmNDZPt/4lXMBKye9Z8h9B/4e9ZDnZNhGH1rhDOY5cb/BGH1bvy1tdUlgG47GlniN8LUUrcKWwnYRI7AHzfm7AOJOAJ0yCVxEUJFt6udq1S1nFTWldWSiwb0THwJEsrq4/WNVr9ETWDKXpmkSUIwjqwZ6XUM0BqGo44ykdYzh2EQgC4LKbUPpNc2cOBdd+Z+vkmJ356fLFQ03FYIkDhe+Byewo9qnolTWMDJFojIIoKqxyS1QnrHZWZxR/XHUeA1Nx6b+Lu6i9FhVVYPXutqvBy4dKISm0vd2/J5VVQk8xYOIhgVOJbdg3VhtrrFZIvvt+kBnbMFG1KuIYEPOE1hCHB4gejnIedjQhKPXxZxnqlEWb2mTBJjFKHTOxZER5DT8TnkBP0wnOL515qrZcw7N2TzLwsDF94rZRGboXfTUsHQLz8SfL4ofx3VhoAsVLGeXGYvJrQeQqtJwh1CJeH21d9nveASSXCZJ45uTwsUseVyiwvFtRyIfRKz0z2nFs9e63sMqrC7O4syRpbWsso5ELypZLBsbJiuz554QTV3nfgsseXDbwnjx/KTz9goeTseorbtFdkKF9eDqm6y4kmYbi8+H8WneHKtrIVCTzxdkr1lYQMzd/Kh8y/tj/P7fMwW9+YlIZH7eV8rgdWdzYXffLCCbAX5PORK4MWzeXLuGuLmfedfU+5gSq5thCWZytLFBVWOX0Hhl59BmHSQfEqAgdL9/BedbmweSENe1ZpPr/w3hU+n4RTHOwF+bhvTDfYC/L539aSqx9s/q18rRwpQZgHEvCEqXE1IqjX2uqMstp6/sEuXEPWU6yWjM4ohGstu0LcOZbyjHlr+T2CIKxB1DUjHZ7hws4984yyjrxUThE2VUf8YhQVVmHQorlOzyO5gUOheHSVUFUK4T7iMGPxMZTC6vWGDRqIBbCriAC1kWMsPF14DaS8iMIyYtQMVAsTAg6s+w4byk/x7ShsT+G5xWH0wikSQi87awuxyGSRHsLpYWxFBCFj0xIkw6W9PUjN7jtXSyEKhbE4YVp6RmfFZGtygybiiEnhd5drA2E0p3iJSJacj2HEKg7CSAmhiGfiXQvri4/q4oUXD2IJn5GENQnydQUI72GU5y4sPBznz51zu6zcvCYAksaAwTwjZS4SorFRePF+Yg6sK5H2Fks84Njcek8QHkOP42lBa/I6KdjofNtLf4c+3Ly96YdtvLFovm5rndo8PaMz0kXHSx4/FL0UjEny+KHAxkMO69MC8kZcjw6Olnvb3WORR50gjIE9JxqT0oBLIqTZFpQ4fC58ngg/Vzpm8vihzcetqnR41jQmpfFe1kbIL7XJnmdSMHsgZ6tciWQ9k9dppTEpDUNEzzTWJsClNriUy0QJ8XMecFzeix2HP+YlWLs3JqUBDnZIvr6oqsSG8lMYKDjdubx5DuHY/H0hslF8hIRoXjX7zuzeEF8ztUugpsaGYWxaAp64JhHDXpItJot4GVl3YPdTy6uG8fa+JYDSytNITUrDTxH9MLDuOwePub0gH+GX2iB5/FAcWFeCDeWn8HTn42hMSuMHBdYXH3US9iyaZIab9XX6zYnuE+XlDeM8FvXV6/6G2PH/vLwhLQEHS/e45VFnHCzdg+5DBjhskxL2Uu0JwCGzvvAaST0DCWtAAp7wOcKHvtDQA9KGV1hGqhO0YOkdfIjegqV3OI1s8x0vCVgYpWPSu+bOHOtUsW1ll8SkMEmeOMRb+JkrkS51DKmHKluixduiXwtKa6iyzo7WEEJ2XZw728pYJZyeIAh9YM/7ZNH2J65JRHDnLCRfKiP+y2zRIInnl/iZxoSiFGI7xt4PWjSXfx4dUMjFIkRsr7JT4oC644Is9iUYlFnsJBi9jauB1MakNKQCeF0g3tnzPHn8UMyZtsbBBk5eOAEH1pVg0KK5Du2+e9b85nDgS0ucMaT6CmoSmzYvM3hJUNYd57cfWFeCvlMcj5MMIHm89HFchYwLhbzwXjqXN8+h/wNBlAUTYk9ck+hwP7Hs7a5CsL0BE+JswEQpoaOQ1Ngwfl8pIfp05+PY/VJz30s8KCCEb+/q85LCuzkqoHl5RhRWoW9SGqLYvqKyTPyyerkj5FmUj6O3/Ua3vO/AJW++IKeCHKwND5buwYa0BFkR3yh6L+yLRWVmAXVnASx2q66Ed7FECP3SpUuRlJSEsLAwDBo0CDt27PB1lQgdcTd7uLtrp7rah2UhFr5n26Sy2bNt7HOhyBR+JuWFFs+f0zIKqjWru7doedWw5pH6h59Hy6uGafpOSiGP7BpIzV+TgiU+8jTJkx4ecnYMNsfdyGgY4bGNPh9B6I2n9r6xy2D+f/GzXhgKzNZ7Fr8XJp4Tvtjn7H9XQln8ufi90jNM7tkuFBRsyTtvZ44WZtt2hdLyYIxBi+YiKjPLaYk+uWRk4pVHwqfk6LYCidQ1Fa+jLc7crRRWrnSPeFLnDeWnnDKa+4IhiW35V1h4uNNvhRGVmQXbGx9jffFRyYRxQPNghdSUDCFq20z8+2T3lzAiRxgFwNj595EOmeSFCfXkvN1y2xr2rOJf64uPeuR9Z8cUJsDb+feRmDsqpVmwXxrMmTsqBdXr/saXcTXVAHC/H034HtN74D/88EPMnDkTS5cuxR/+8Ae8/vrryM7Oxg8//IDERO/N9yKMQeip0OI5aBSMorLEQMnjh/JLY/SKXOsyXEqMOIGd1H5SIlw4h0j4udRyQ1JedfF75mFn25vna8LpOFL76hEuZwTitpS7JmoNidBrJucFIwjCWuht7+UEmZzNcdXhldrOPF1yXjtxeD0jKjML941xDtW/nLTz8vNQ/Ixj3ltx55v3TpvUDgRXFDtMnxJGF0gN3rLEW1J2QZiUC1AW3ywyQWowl5URXzepJGfCOe1yn7mKglA6jhChh1qKZjE3UvZzXyAU5wMhagsVgzkM1j7ia+wOrI1d5UNoXpM93EGUqx2oWl981GHlATGeXKuayjJAFDrvCXLTOkjEWw/TC/hFixbh/vvvx9SpUwEAixcvxsaNG7Fs2TIsWLDAx7UjhLA5vmrnDXs6v1gYlsiYvtP5Ya3Xg0lOdAoHCsRJdpTEujA8n+3L/rLQ/+ZES2sd9pFbw9Ssa3gOzd/qtK2tRAez7VXD0PTDNsVjyWV+Nho5D7bS/WtkNnnKVE/4I3rZez3DyJUEmRoPsxLC0FXxVDLAWbgDzcKOPXV80ekWhuZK2fDgimKHAYRmYdTWqRxvt5nwFYtiqL+OaqMh5EQ8q6c4woG1v6v99VrKL7iiGIjoJ/lZY1IaxqY1rzKwvvgo72k1E8zuDEkMBzAMQPNcebZt598dRez8zc2Z8pn3XYjStdICH1HD3os+Z9edzfMX15Fx9TNfOoh0odAX7iM1rcGTa3XZcy9dL1fHFt/XwOVnmnh9eBLx1sLUIfQNDQ3YvXs3Ro8e7bB99OjRKCwslNynvr4edrvd4UWYH6Pm7Wl5IE1eOMFp6TJXuCuapfaTO7fWSAJ/RRiuqDVagyAIc6PV3qu19XIiQOgxlUP8mRpBwcJuhS8ppNacV1s/uaWzfG0jxHWVSqYnNwXK1Zr33iI7Jc7lPQM4ZjpniMP+hQM8au4HQHnedXZKnGImdyvCRLFcm7Nwdyk77s7AmdQ+ao8jXCLOzLy65DPJ7cJ7NriiGAfWlWD17LX8Kgj2gnxaRs5CmFrA//LLL2hqakKHDh0ctnfo0AEnTpyQ3GfBggWIjo7mXwkJrpM/EP6J1tFET+biKwlyNftr/VxuLdNAQOgNcRWqSOKd0MqNN96IxMREhIWFoWPHjpg0aRKOHTumuM8nn3yCMWPGICYmBjabDXv37nUq88Ybb2DYsGGIioqCzWbDmTNnnMo8++yzyMjIQKtWrdCmTRt9vpBF0GrvfW3rxXNjleaGCwWCu956NfjSgyb3vfRYAosdX4+2E9oETyMoXB1f7bHNMnjha8RTW1zlkQCkp664ulfcuZcOlu5xWB6Oed3NKOi1JswL1KXkrG7rbRzHcW7t6QWOHTuGzp07o7CwEOnplxedevbZZ/HOO+/gxx9/dNqnvr4e9fWXM3Pb7XYkJCSgpqYGUVFRTuUJgiAIZex2O6Kjo3V9jpaUlOCaEdkYOPtDTfvV/fwjfl33LI4fP+66sBu8/PLLSE9PR8eOHVFVVYW//vWvACAb9QUA77zzDioqKtCpUyc88MAD2LNnD/r37+9QZvHixTh/vrnTOGfOHJw+fdrJcOfk5KBNmzb4+eefsXLlSknD769otfdk6wmCIPTFCFsPAG3atEHi3f9Eq/gkTfvtevYm7CkpQmpqqm51YVjd1pt6DnxMTAxatmzpNPp+6tQpp1F6RmhoKEJDzZeZmyAIgjA/jz32GP9/ly5d8OSTT+Kmm25CY2MjgoODJfeZNGkSAODw4cOyx505cyYAYNu2bbJl5s2bBwDIy8vTVGd/QKu9J1tPEARBuIvVbb2pQ+hDQkIwaNAgbN682WH75s2bkZGR4aNaEQRBEL5GPP9Z6I3Vi99++w3vvfceMjIyZA06oQ9k7wmCIAgxDQ0Nhtt7K9p6U3vgAWDWrFmYNGkSBg8ejPT0dLzxxhuorKzEQw895OuqEQRBEB5wobHRYV6hGhpPV6Kprg7R0dEO23NycpCbm6tLvWbPno0lS5bg999/x9VXX43PP/9cl+MSypC9JwiC8E+O7i9D0NEzmva5eKEJK1aswPLlyx2262XvrWzrTe2BB4Dbb78dixcvxvz589G/f39s374d69evR5cuXXxdNYIgCMIHREREoKamxuE1Z84c2fK5ubmw2WyKr127dvHl//a3v2HPnj3YtGkTWrZsicmTJ8PE6WL8BrL3BEEQhJCpU6eqtveBZOtN74EHgGnTpmHatGm+rgZBEARhErQk2Jk+fTruuOMOxTJdu3bl/4+JiUFMTAyuvPJK9OrVCwkJCdi5c6dDcjXCGMjeEwRBEIyQkBDV9j6QbL0lBDxBEARBuAsz0u7ARuONmGNPEARBEIQ+BJKtJwFPEARBEGhe2q6kpATXXHMN2rZti0OHDmHu3Lno3r27w4h8z549sWDBAkyYMAFAcwKcyspKfg3Z8vJyAEB8fDzi4+MBACdOnMCJEyfw008/AQD27duHyMhIJCYmol27dgCAyspK/lhNTU38GrM9evRARESEV9qAIAiCIPwZf7D1pp8DTxAEQRDeIDw8HJ988glGjBiBlJQU3HfffejTpw8KCgocliwrLy9HTU0N//6zzz7DgAEDMG7cOADAHXfcgQEDBjgk3lm+fDkGDBiABx54AABw3XXXYcCAAfjss8/4MnPnzsWAAQOQk5ODuro6DBgwAAMGDHCYs0cQBEEQhPv4g623cVaZre8mdrsd0dHRqKmp0TRnkiAIgmjGiOdoSUkJrr5uJNqP+Yem/RpPVyL8wEc4fvy4LvUg/AOy9QRBEJ5h1HO0TZs2sA24D0FRHTXt9+v6ufju2xKkpqbqVhd/gTzwBEEQBEEQBEEQBGEBSMATBEEQBEEQBEEQhAUgAU8QBEEQBEEQBEEQFoAEPEEQBEEQBEEQBEFYABLwBEEQBEEQBEEQBGEBSMATBEEQBEEQBEEQhAUgAU8QBEEQBEEQBEEQFoAEPEEQBEEQBEEQBEFYABLwBEEQBEEQBEEQBGEBSMATBEEQBEEQBEEQhAUgAU8QBEEQBEEQBEEQFoAEPEEQBEEQBEEQBEFYABLwBEEQBEEQBEEQBGEBSMATBEEQBEEQBEEQhAUgAU8QBEEQBEEQBEEQFoAEPEEQBEEQBEEQBEFYABLwBEEQBEEQBEEQBGEBSMATBEEQhIj6+nr0798fNpsNe/fuVSzLcRxyc3PRqVMnhIeHY9iwYdi/f7/T8WbMmIGYmBi0bt0aN954I37++WeHMqdPn8akSZMQHR2N6OhoTJo0CWfOnNH5mxEEQRAEAVjX1pOAJwiCIAgRTzzxBDp16qSq7AsvvIBFixZhyZIlKC0tRXx8PEaNGoXa2lq+zMyZM7F27VqsWbMGX3/9Nerq6nD99dejqamJLzNx4kTs3bsX+fn5yM/Px969ezFp0iTdvxtBEARBENa19STgCYIgCELAhg0bsGnTJrz44osuy3Ich8WLF+Ppp5/GzTffjD59+uDtt9/G77//jvfffx8AUFNTg5UrV+Kll17CyJEjMWDAALz77rvYt28fvvzySwBAWVkZ8vPzsWLFCqSnpyM9PR1vvvkmPv/8c5SXlxv6fQmCIAgi0LCyrScBTxAEQRCXOHnyJB544AG88847aNWqlcvyFRUVOHHiBEaPHs1vCw0NRWZmJgoLCwEAu3fvRmNjo0OZTp06oU+fPnyZoqIiREdHIy0tjS9z9dVXIzo6mi9DEARBEITnWN3Wk4AnCIIgvE5ISAi4C/W4eOG8pv0unq/FiV9rYbfbHV719fUe14njOEyZMgUPPfQQBg8erGqfEydOAAA6dOjgsL1Dhw78ZydOnEBISAjatm2rWCYuLs7p+HFxcXwZgiAIgrAaNWfrcfF8reuCAi42/A7uYiMA6G7v/cHWB6kuSRAEQRA60a9fP9jC2uDM7k/QsuMAVftwHIcL//s/2EKbE78IycnJQW5uruR+ubm5mDdvnuKxS0tLUVhYCLvdjjlz5qiqjxCbzeZUV/E2MeIyUuXVHIcgCIIgzEqLmJ6o/X4dWiaPU23PmqpKYWvVAR999BHmz5/v8JmcvQ8kW08CniAIgvA6NpsN32z+FBnXXIcWMSmwBbsOYeNOHwQuNOD08UNOhi40NFR2v+nTp+OOO+5QPHbXrl3xzDPPYOfOnU7HGjx4MO666y68/fbbTvvFx8cDaB5V79ixI7/91KlT/Eh9fHw8GhoacPr0aYeR+VOnTiEjI4Mvc/LkSafjV1dXO434EwRBEIRVqDmwA5Ft48DVHIGtTVeX5bn6Wlz8pQx7vt2FXr164fHHH3f4XM7eB5KtJwFPEARB+IT09HTYIq9A0/E9CEr8g2JZ7uIFNB3/Fu++9bqT990VMTExiImJcVnuX//6F5555hn+/bFjxzBmzBh8+OGHDvPVhCQlJSE+Ph6bN2/GgAHNkQQNDQ0oKCjAwoULAQCDBg1CcHAwNm/ejNtuuw0AcPz4cfz3v//FCy+8AKC5LWpqalBSUoKhQ4cCAIqLi1FTU8MbfoIgCIKwGhEREXhj6Sv48/THYYtKgK1FS8XyTSe+ha1NV/Tv3x+A8gC9kECy9STgCYIgCJ9RXroJV6b0Ahd7FWzhbWXLXaz+AQgKw5133mlYXRITEx3eR0REAAC6d++OK664gt/es2dPLFiwABMmTIDNZsPMmTPx3HPPITk5GcnJyXjuuefQqlUrTJw4EQAQHR2N+++/H48//jjat2+Pdu3a4a9//StSU1MxcuRIAECvXr2QlZWFBx54AK+//joA4M9//jOuv/56pKSkGPadCYIgCMJo7r33Xvx5xt9w8ddytIy9SrYc9/sv4M4cwZHDhwyriz/YehLwBEEQhM9ITk5Gi/ZXoun4LgR1GyVZhrtwHhdPfo8tm/PRooXvc6+Wl5ejpqaGf//EE0/g3LlzmDZtGk6fPo20tDRs2rQJkZGRfJmXX34ZQUFBuO2223Du3DmMGDECeXl5aNnysifivffew1/+8hc+g+2NN96IJUuWeO+LEQRBEIQBBAUF4f8+ehc33HQrWrTrAVvLEKcyHMeh6VgpWsRe5SSyfYGZbb2N4zjOw+9naux2O6Kjo1FTU4OoqChfV4cgCMJyGP0c/eWXXxDboRNaJo1Ai8iOTp83/VwMrsGOizVHdT834R+QrScIgvAMo5+jHMehZVQn2FrFoWWnQU6fX6w5iqbKHTjz60nNU+UCDd+7MgiCIIiAJiYmBi069EXTsVKIx5S5ejsu/lqOfYX5PqodQRAEQRCeYrPZULrtc1z85QdwDXUOn3HcRTQd34UW8f1JvKuABDxBEAThc+oO7gAunAN32nHeW9Px3bC17Y7evXv7qGYEQRAEQejBoEGDYItORNPxPQ7bud9+Ai424dyh7T6qmbUgAU8QBEH4nPDwcOS9uRRNx78Fd/ECAODi2Wpw9p/x876vfFw7giAIgiD04NC3W8CdqQB37jcAANfUiKbj3+Lf765ESIjz3HjCGRLwBEEQhCm4++67gZYhuPhLGTiOw8VjpWgR2xudOnXyddUIgiAIgtCBrl27okVMTzQdKwUAXKzeD1tIBG699VYf18w6kIAnCIIgTEHLli2x6bM1uHjye3C/HQBXX4MzB3b4uloEQRAEQejIL+U7wP3+Cy7+9hMuntqHHZvWwmaz+bpalsHvl5FjCZHsdruPa0IQBGFN2PPTG4uWjBo1CrZWsWg6+g2WLVvmsDwLQchBtp4gCMIzvGnr27ZtixYd+qGpcgds0Yn4wx/+YPg5/Qm/F/C1tbUAgISEBB/XhCAIwtrU1tZ6JTvs/uLN6DPsDkydOtXwcxH+Adl6giAIffCWrf/90A60ShyC8m8+Mfxc/obfrwN/8eJFHDt2DJGRkZYKzbDb7UhISMDRo0cts6atFesMWLPeVqwzQPX2JnrWmeM41NbWolOnTmjRgmZeEeaDbL33sGKdAaq3N7FinQFr1ptsfWDi9x74Fi1a4IorrvB1NdwmKirKMg8RhhXrDFiz3lasM0D19iZ61ZnWZSXMDNl672PFOgNUb29ixToD1qw32frAgoZXCIIgCIIgCIIgCMICkIAnCIIgCIIgCIIgCAtAAt6khIaGIicnB6Ghob6uimqsWGfAmvW2Yp0Bqrc3sWKdCSLQsOLv1Ip1Bqje3sSKdQasWW8r1pnwHL9PYkcQBEEQBEEQBEEQ/gB54AmCIAiCIAiCIAjCApCAJwiCIAiCIAiCIAgLQAKeIAiCIAiCIAiCICwACXiCIAiCIAiCIAiCsAAk4A0iNzcXNpvN4RUfH89/znEccnNz0alTJ4SHh2PYsGHYv3+/wzHq6+sxY8YMxMTEoHXr1rjxxhvx888/O5Q5ffo0Jk2ahOjoaERHR2PSpEk4c+aM6npu374dN9xwAzp16gSbzYZPP/3U4XNv1rOyshI33HADWrdujZiYGPzlL39BQ0OD5jpPmTLFqe2vvvpqn9Z5wYIFGDJkCCIjIxEXF4ebbroJ5eXlpm9rNfU2Y3svW7YMffv2RVRUFKKiopCeno4NGzaYuq1d1dmM7UwQgQ7ZerL1Yqxo78nWm6fOZmxnwoRwhCHk5ORwvf8/e2ceHkWV/f1vICtkYUsIhAQChLCFxQAhEQ3IloAaEccFh0VkBkUcER0RnZFl1ICjiK/INgoRR8WZYR0NYRGJYkLCKogxP4SwTAATBbIgWQj1/hFuUV1dVV3VXd1d1X0+z9NP0tW3qm7fqq5zv/ece26vXtyFCxf4V1lZGf/5okWLuJCQEG7Dhg3csWPHuIceeohr164dV1lZyZd54oknuKioKG7nzp3coUOHuGHDhnF9+/blrl+/zpdJS0vjevfuzeXl5XF5eXlc7969ubvvvlt1PbOzs7mXX36Z27BhAweA27Rpk8Xnrqrn9evXud69e3PDhg3jDh06xO3cuZNr3749N3PmTM11njx5MpeWlmbR9r/++qtFGVfXefTo0dzatWu577//njty5Ag3duxYLiYmhquurjZ0W6uptxHbe+vWrdwXX3zBFRcXc8XFxdxLL73E+fn5cd9//71h29pWnY3YzgTh7ZCtJ1svxoz2nmy9cepsxHYmjAcJeCcxb948rm/fvpKf3bhxg4uMjOQWLVrEb6upqeHCwsK4lStXchzHcVeuXOH8/Py49evX82VKS0u5Jk2acDk5ORzHcdwPP/zAAeD27dvHl8nPz+cAcD/++KPmOosNpCvrmZ2dzTVp0oQrLS3ly3z66adcQEAAV1FRobrOHNf48MvIyJDdx9115jiOKysr4wBwubm5HMeZo62l6s1x5mhvjuO4li1bcu+//75p2lpYZ44zTzsThDdBtp5svS3MaO/J1pOtJ4wNhdA7kRMnTqB9+/aIjY3Fww8/jFOnTgEASkpKcPHiRYwaNYovGxAQgNTUVOTl5QEADh48iPr6eosy7du3R+/evfky+fn5CAsLQ1JSEl9m8ODBCAsL48s4givrmZ+fj969e6N9+/Z8mdGjR6O2thYHDx7UXPc9e/YgIiIC3bp1wx/+8AeUlZXxnxmhzhUVFQCAVq1aATBPW4vrzTByezc0NGD9+vW4evUqkpOTTdHW4jqboZ0JwlshW0+2Xgkz2nuy9WTrCWPj6+4KeCpJSUlYt24dunXrhp9//hmvvvoqUlJScPz4cVy8eBEA0LZtW4t92rZtizNnzgAALl68CH9/f7Rs2dKqDNv/4sWLiIiIsDp3REQEX8YRXFnPixcvWp2nZcuW8Pf31/xd0tPT8bvf/Q4dO3ZESUkJ/vrXv+Kuu+7CwYMHERAQ4PY6cxyH2bNnY8iQIejduzd/LFYHcZ2M0tZS9QaM297Hjh1DcnIyampqEBwcjE2bNqFnz5688TJiW8vVGTBuOxOEN0O2nmy9Ema092TrydaTrTc+JOCdRHp6Ov9/QkICkpOT0aVLF3z44Yd8MgofHx+LfTiOs9omRlxGqrya42jBVfXU67s89NBD/P+9e/fGgAED0LFjR3zxxRe4//773V7nmTNn4ujRo9i7d6/VZ0Zua7l6G7W94+PjceTIEVy5cgUbNmzA5MmTkZubK3ssI7S1XJ179uxp2HYmCG+GbD3ZeiXMaO/J1pOtJ1tvfCiE3kU0b94cCQkJOHHiBJ+hVjzCVVZWxo+GRUZGoq6uDpcvX1Ys8/PPP1udq7y83GpUzR5cWc/IyEir81y+fBn19fUOf5d27dqhY8eOOHHihNvr/PTTT2Pr1q346quv0KFDB3670dtart5SGKW9/f390bVrVwwYMACZmZno27cv3nnnHUO3tVydpTBKOxMEcQuy9WTrGWa092Tr3VtnKYzSzoSxIAHvImpra1FUVIR27dohNjYWkZGR2LlzJ/95XV0dcnNzkZKSAgBITEyEn5+fRZkLFy7g+++/58skJyejoqIChYWFfJmCggJUVFTwZRzBlfVMTk7G999/jwsXLvBlduzYgYCAACQmJjr0PX799VecO3cO7dq1c1udOY7DzJkzsXHjRuzevRuxsbEWnxu1rW3VWwojtLcUHMehtrbWsG2tVGcpjNrOBOHNkK33blsPmNPek603Rp2lMGo7E25Gn1x4hJjnnnuO27NnD3fq1Clu37593N13382FhIRwp0+f5jiucWmLsLAwbuPGjdyxY8e4Rx55RHJpiw4dOnC7du3iDh06xN11112Sy0T06dOHy8/P5/Lz87mEhARNS8tUVVVxhw8f5g4fPswB4JYsWcIdPnyYO3PmjEvryZazGD58OHfo0CFu165dXIcOHSSXs1Cqc1VVFffcc89xeXl5XElJCffVV19xycnJXFRUlFvr/OSTT3JhYWHcnj17LJYG+e233/gyRmxrW/U2anvPnTuX+/rrr7mSkhLu6NGj3EsvvcQ1adKE27Fjh2HbWqnORm1ngvB2yNaTrRdjRntPtt4YdTZqOxPGgwS8k2BrTfr5+XHt27fn7r//fu748eP85zdu3ODmzZvHRUZGcgEBAdydd97JHTt2zOIY165d42bOnMm1atWKCwoK4u6++27u7NmzFmV+/fVX7tFHH+VCQkK4kJAQ7tFHH+UuX76sup5fffUVB8DqNXnyZJfX88yZM9zYsWO5oKAgrlWrVtzMmTO5mpoaTXX+7bffuFGjRnHh4eGcn58fFxMTw02ePNmqPq6us1R9AXBr167lyxixrW3V26jtPXXqVK5jx46cv78/Fx4ezg0fPpw36EZta6U6G7WdCcLbIVtPtl6MGe092Xpj1Nmo7UwYDx+O4zj9/foEQRAEQRAEQRAEQegJzYEnCIIgCIIgCIIgCBNAAp4gCIIgCIIgCIIgTAAJeIIgCIIgCIIgCIIwASTgCYIgCIIgCIIgCMIEkIAnCIIgCIIgCIIgCBNAAp4gCIIgCIIgCIIgTAAJeIIgCIIgCIIgCIIwASTgCYIgCIIgCIIgCMIEkIAnCIIgCIIgCIIgCBNAAp4gCIIgCIIgCIIgTAAJeIIgCIIgCIIgCIIwASTgCYIgCIIgCIIgCMIEkIAnCIIgCIIgCIIgCBNAAp4gCIIgCIIgCIIgTAAJeBVkZWXBx8eHfwUGBiIyMhLDhg1DZmYmysrKrPaZP38+fHx83FBb46N327Drc/r0aX7blClT0KlTJ12Of/r0afj4+ODNN9/U5XhmqEN2djbmz5/vknO5g6FDh6J3795uOfcnn3yCpUuXSn7m4+Pj0e1OEGaCbL++kO23ZujQoRg6dKjTju+NkH0nvAES8BpYu3Yt8vPzsXPnTrz33nvo168fFi9ejB49emDXrl0WZadNm4b8/Hw31ZQgHCM7OxsLFixwdzU8EiUDn5+fj2nTprm2QgRBKEK2nyAINZB9J1yFr7srYCZ69+6NAQMG8O/Hjx+PZ599FkOGDMH999+PEydOoG3btgCADh06oEOHDu6qKkHYxW+//YZmzZq5uxpey+DBg91dBYIgRJDtJwjCUci+E3pCHngHiYmJwVtvvYWqqiqsWrWK3y4VKvbZZ59h1KhRaNeuHYKCgtCjRw+8+OKLuHr1qtVx//GPf6Bbt24ICAhAz5498cknn1iFhgnDu5YsWYLY2FgEBwcjOTkZ+/btszrm1q1bkZycjGbNmiEkJAQjR4608hSUl5fjj3/8I6KjoxEQEIDw8HDcfvvtVl6GXbt2Yfjw4QgNDUWzZs1w++2348svv7Q65xdffIF+/fohICAAsbGxmkLRdu7ciYyMDHTo0AGBgYHo2rUrpk+fjl9++UX1MdSwe/duDB06FK1bt0ZQUBBiYmIwfvx4/Pbbb7L71NfXY/LkyQgODsbnn3+O4cOHo3v37uA4zqIcx3Ho2rUrxo4dq1sd9LrW7B49dOgQHnjgAbRs2RJdunTBlClT8N577wGARfjo6dOn8bvf/Q69evWyOM4999wDHx8f/Pvf/+a3HTp0CD4+Pvjvf/8LoPG+mjFjBnr27Ing4GBERETgrrvuwjfffGPRphEREZg4caLV97ly5QqCgoIwe/ZsfltlZSWef/55xMbGwt/fH1FRUZg1a5bk70mO/fv344477kCzZs3QuXNnLFq0CDdu3LAoo/Y87733Hu68805ERESgefPmSEhIwBtvvIH6+nq+zNChQ/HFF1/gzJkzFm3LEIfYsRDRr776Ck8++STatGmD1q1b4/7778f58+ctzl9bW4vnnnsOkZGRaNasGe68804cPHgQnTp1wpQpU1S3CUEQtiHbT7ZfD9svxaVLlzBjxgxERUXB398fnTt3xssvv4za2lqLcj4+Ppg5cyY++ugj9OjRA82aNUPfvn3x+eefWx1zy5Yt6NOnDwICAtC5c2e88847Vvcq2Xey74SJ4AibrF27lgPA7d+/X/Lz6upqrmnTptzw4cP5bfPmzePEzfu3v/2Ne/vtt7kvvviC27NnD7dy5UouNjaWGzZsmEW5VatWcQC48ePHc59//jn38ccfc926deM6duzIdezYkS9XUlLCAeA6derEpaWlcZs3b+Y2b97MJSQkcC1btuSuXLnCl/344485ANyoUaO4zZs3c5999hmXmJjI+fv7c9988w1fbvTo0Vx4eDi3evVqbs+ePdzmzZu5V155hVu/fj1f5qOPPuJ8fHy4++67j9u4cSP33//+l7v77ru5pk2bcrt27eLL7dq1i2vatCk3ZMgQbuPGjdy///1vbuDAgVxMTIxV20ixYsUKLjMzk9u6dSuXm5vLffjhh1zfvn25+Ph4rq6uzur6lJSU8NsmT55s0VZylJSUcIGBgdzIkSO5zZs3c3v27OE+/vhjbuLEidzly5ct2vnvf/87x3Ecd/nyZW7YsGFcZGQkd+DAAY7jOG7Lli0cAG7nzp0Wx//iiy84ANwXX3yhSx30vNbsHu3YsSM3Z84cbufOndzmzZu5n376iXvggQc4AFx+fj7/qqmp4VauXMkB4M6fP89xHMfV19dzISEhXFBQEPeHP/yBP/bixYs5X19frrKykuM4jvvxxx+5J598klu/fj23Z88e7vPPP+cef/xxrkmTJtxXX33F7/fss89yQUFBXEVFhUUbLV++nAPAHT16lOM4jrt69SrXr18/rk2bNtySJUu4Xbt2ce+88w4XFhbG3XXXXdyNGzcUr3tqairXunVrLi4ujlu5ciW3c+dObsaMGRwA7sMPP+TLaTnPs88+y61YsYLLycnhdu/ezb399ttcmzZtuMcee4wvc/z4ce7222/nIiMjLdqWAYCbN28e/57d2507d+aefvppbvv27dz777/PtWzZ0uq58cgjj3BNmjThXnzxRW7Hjh3c0qVLuejoaC4sLIybPHmyYnsQBGEN2X6y/c60/RzXaItSU1P599euXeP69OnDNW/enHvzzTe5HTt2cH/96185X19fbsyYMRb7sntg0KBB3L/+9S8uOzubGzp0KOfr68udPHmSL7dt2zauSZMm3NChQ7lNmzZx//73v7mkpCSuU6dOFteD7DvZd8I8kIBXgS0jznEc17ZtW65Hjx78eykjLuTGjRtcfX09l5ubywHgvvvuO47jOK6hoYGLjIzkkpKSLMqfOXOG8/PzkzTiCQkJ3PXr1/nthYWFHADu008/5Y/Zvn17LiEhgWtoaODLVVVVcREREVxKSgq/LTg4mJs1a5Zsva9evcq1atWKu+eeeyy2NzQ0cH379uUGDRrEb0tKSuLat2/PXbt2jd9WWVnJtWrVSpURF8La68yZMxwAbsuWLfxnjhjx//znPxwA7siRI7JlhEa8pKSE69mzJ9ezZ0/u9OnTfJmGhgauc+fOXEZGhsW+6enpXJcuXRQNjpY66Hmt2T36yiuvWJ3vqaeekrxGP/30EweAW7duHcdxHLd3714OAPfCCy9wsbGxfLmRI0danEvM9evXufr6em748OHcuHHj+O1Hjx7lAHCrV6+2KD9o0CAuMTGRf5+Zmck1adLE6jfJ2jI7O1v23BzXaOABcAUFBRbbe/bsyY0ePdrh8zQ0NHD19fXcunXruKZNm3KXLl3iPxs7dqzsvSln4GfMmGFR7o033uAAcBcuXOA4rrHjAICbM2eORblPP/2UA0AGniDsgGz/Lcj262/7Oc5awDMR/a9//cui3OLFizkA3I4dO/htALi2bdvyQprjOO7ixYtckyZNuMzMTH7bwIEDuejoaK62tpbfVlVVxbVu3driepB9V3cesu+EEaAQep3gROFTUpw6dQoTJkxAZGQkmjZtCj8/P6SmpgIAioqKAADFxcW4ePEiHnzwQYt9Y2JicPvtt0sed+zYsWjatCn/vk+fPgCAM2fO8Mc8f/48Jk6ciCZNbl3y4OBgjB8/Hvv27eNDxgYNGoSsrCy8+uqr2Ldvn0V4EADk5eXh0qVLmDx5Mq5fv86/bty4gbS0NOzfvx9Xr17F1atXsX//ftx///0IDAzk9w8JCcE999xjs60AoKysDE888QSio6Ph6+sLPz8/dOzY0aK91HLjxg2L+jY0NAAA+vXrB39/f/zxj3/Ehx9+iFOnTske49ChQxg8eDDatm2Lb7/9lq8LADRp0gQzZ87E559/jrNnzwIATp48iZycHMyYMUMx866WOuh5rRnjx4+XPZ+YLl26oFOnTnxY5c6dO5GQkIDf//73KCkpwcmTJ1FbW4u9e/dixIgRFvuuXLkSt912GwIDA/nr+eWXX1pcy4SEBCQmJmLt2rX8tqKiIhQWFmLq1Kn8ts8//xy9e/dGv379LK7r6NGj4ePjgz179tj8LpGRkRg0aJDFtj59+vBtqfU8hw8fxr333ovWrVvzv+9JkyahoaEB//d//6eqfeW49957reoJ3Lruubm5AGD13HjggQfg60upTgjCWZDtJ9tvr+2XYvfu3WjevDkeeOABi+0sTFo8XWHYsGEICQnh37dt2xYRERH8PXD16lUcOHAA9913H/z9/flywcHBVteD7DvZd8I8kIDXgatXr+LXX39F+/btZctUV1fjjjvuQEFBAV599VXs2bMH+/fvx8aNGwEA165dAwD8+uuvAMAnxBEitQ0AWrdubfE+ICBA8pjt2rWz2rd9+/a4ceMGLl++DKBxrt7kyZPx/vvvIzk5Ga1atcKkSZNw8eJFAMDPP/8MoPHB4efnZ/FavHgxOI7DpUuXcPnyZdy4cQORkZFW55TaJubGjRsYNWoUNm7ciBdeeAFffvklCgsL+fl97LupZerUqRZ1HT58OIBGg7Vr1y5ERETgqaeeQpcuXdClSxe88847VsfYuXMnfv75Z0ybNg0tWrSQPEdQUBBWrlwJoHHOVFBQkIVhkkJLHfS81gypskoMHz6c70Ts2rULI0eOREJCAtq2bYtdu3bh22+/xbVr1ywM/JIlS/Dkk08iKSkJGzZswL59+7B//36kpaVZXcupU6ciPz8fP/74I4DGDNABAQF45JFH+DI///wzjh49anUPhoSEgOM4VXMlxW0JNLansD5qz3P27FnccccdKC0txTvvvINvvvkG+/fv53MJaL1fbdVV7rqLnxG+vr6S35MgCMch20+2n53DHtsvxa+//orIyEgr4R8REQFfX1/+mjJs2bHLly+D4zjV9xXZd7LvhDmgoRsd+OKLL9DQ0KC4lufu3btx/vx57Nmzhx95BxqTdwhhP0ZmLIUwQ6oVdswLFy5YfXb+/Hk0adIELVu2BAC0adMGS5cuxdKlS3H27Fls3boVL774IsrKypCTk4M2bdoAAN59913ZjJpt27ZFfX09fHx8JOus5nt8//33+O6775CVlYXJkyfz23/66SfbX1iC+fPnY+bMmfx74Yj1HXfcgTvuuAMNDQ04cOAA3n33XcyaNQtt27bFww8/zJf785//jJMnT2LSpEm4fv06Jk2aZHGOsLAwvgP0/PPPY+3atZgwYYKkwRejtg620HKtGVo9BMOHD8cHH3yAwsJCFBQU4C9/+QsA4K677sLOnTtx5swZBAcHW9wf//znPzF06FCsWLHC4lhVVVVWx3/kkUcwe/ZsZGVl4bXXXsNHH32E++67z6Lebdq0QVBQENasWSNZR3afOora82zevBlXr17Fxo0bLbwzR44c0aUethA+N6Kiovjt169ft+rwEQShD2T7LSHbr932i2ndujUKCgrAcZyFbS4rK8P169c127aWLVvCx8dH9X1F9t36PGTfCSNCHngHOXv2LJ5//nmEhYVh+vTpsuXYg5iNrDGE2WsBID4+HpGRkfjXv/5ldZ68vDy76hgfH4+oqCh88sknFuF+V69exYYNG/jstGJiYmIwc+ZMjBw5EocOHQIA3H777WjRogV++OEHDBgwQPLl7++P5s2bY9CgQdi4cSNqamr4Y1ZVVfGZS5VQ215q6dSpk0Ud4+Pjrco0bdoUSUlJ/Kgq+86MJk2aYNWqVXjmmWcwZcoUK2MFAH/605/wyy+/4IEHHsCVK1csOg5qsFUHW9h7rcWIR4CFDB8+HD4+PvjrX/+KJk2a4M477wQAjBgxAl999RV27tyJO++8E35+fvw+Pj4+Vtfy6NGjkuslt2zZEvfddx/WrVuHzz//HBcvXrTyZNx99904efIkWrduLXkPCjM2O4La80jdrxzH4R//+IfVMcVeAD1g1+Czzz6z2P6f//wH169f1/VcBEGQ7Sfbb4mjtp8xfPhwVFdXY/PmzRbb161bx3+uhebNm2PAgAHYvHkz6urq+O3V1dWS2erJvpN9J8wBeeA18P333/NzZMrKyvDNN99g7dq1aNq0KTZt2oTw8HDZfVNSUtCyZUs88cQTmDdvHvz8/PDxxx/ju+++syjXpEkTLFiwANOnT8cDDzyAqVOn4sqVK1iwYAHatWtnMY9NLU2aNMEbb7yBRx99FHfffTemT5+O2tpa/P3vf8eVK1ewaNEiAEBFRQWGDRuGCRMmoHv37ggJCcH+/fuRk5OD+++/H0DjvKl3330XkydPxqVLl/DAAw8gIiIC5eXl+O6771BeXs4bt7/97W9IS0vDyJEj8dxzz6GhoQGLFy9G8+bNcenSJcU6d+/eHV26dMGLL74IjuPQqlUr/Pe//8XOnTs1f38lVq5cid27d2Ps2LGIiYlBTU0NPxornuPFeOuttxASEoIZM2aguroaf/7zn/nPunXrhrS0NGzbtg1DhgxB3759nVIHOdRea1skJCQAABYvXoz09HQ0bdoUffr0gb+/PyIiItC7d2/s2LEDw4YN4zuAI0aMwKVLl3Dp0iUsWbLE4nh33303/va3v2HevHlITU1FcXExFi5ciNjYWEkDNHXqVHz22WeYOXMmOnToYNUOs2bNwoYNG3DnnXfi2WefRZ8+fXDjxg2cPXsWO3bswHPPPYekpCRNbSeF2vOMHDkS/v7+eOSRR/DCCy+gpqYGK1assJquwNp248aNWLFiBRITE9GkSROLNabtoVevXnjkkUfw1ltvoWnTprjrrrtw/PhxvPXWWwgLC7PruUEQRCNk+8n2A/rbfikmTZqE9957D5MnT8bp06eRkJCAvXv34vXXX8eYMWM09wkAYOHChRg7dixGjx6NZ555Bg0NDfj73/+O4OBgq+tB9p3sO2ESXJ42z4SwTJHs5e/vz0VERHCpqanc66+/zpWVlVntI5WJNi8vj0tOTuaaNWvGhYeHc9OmTeMOHTrEAeDWrl1rUXb16tVc165dOX9/f65bt27cmjVruIyMDK5///58GfESJ0IgynbJcRy3efNmLikpiQsMDOSaN2/ODR8+nPv222/5z2tqargnnniC69OnDxcaGsoFBQVx8fHx3Lx587irV69aHCs3N5cbO3Ys16pVK87Pz4+Liorixo4dy/373/+2KLd161auT58+nL+/PxcTE8MtWrTIZpZexg8//MCNHDmSCwkJ4Vq2bMn97ne/486ePSubydOeTLT5+fncuHHjuI4dO3IBAQFc69atudTUVG7r1q18Gbl2/vvf/y6ZxT0rK4sDYLH8jrPqwHH2XWuOu3WPlpeXWx2ztraWmzZtGhceHs75+PhYte+zzz7LAeBee+01i/3i4uIsloMRHu/555/noqKiuMDAQO62227jNm/eLHudGhoauOjoaA4A9/LLL0u2W3V1NfeXv/yFi4+P5/z9/bmwsDAuISGBe/bZZ7mLFy9K7sNITU3levXqZbVdqj5qz/Pf//6X69u3LxcYGMhFRUVxf/7zn7lt27ZxACyW0rl06RL3wAMPcC1atODbliF3b4uz5H711VdWx62pqeFmz57NRUREcIGBgdzgwYO5/Px8LiwsjHv22WcV24MgCGvI9pPtd6bt5zjrLPQcx3G//vor98QTT3Dt2rXjfH19uY4dO3Jz587lampqLMoB4J566imrY3bs2NEqM/mmTZu4hIQEi+vxpz/9iWvZsqXV/mTfyb4TxseH41SkUCXczpUrV9CtWzfcd999WL16tburQyjAsvuePn3aIsyMIFxNXl4ebr/9dnz88ceYMGGCu6tDEIRGyPabBzPZ/vr6evTr1w9RUVHYsWOHu6tD2AHZd++GQugNyMWLF/Haa69h2LBhaN26Nc6cOYO3334bVVVVeOaZZ9xdPUKC2tpaHDp0CIWFhdi0aROWLFlieANOeBY7d+5Efn4+EhMTERQUhO+++w6LFi1CXFwcHwZLEIRxIdtvPsxi+x9//HGMHDkS7dq1w8WLF7Fy5UoUFRVJZt0njAfZd0IMCXgDEhAQgNOnT2PGjBm4dOkSmjVrhsGDB2PlypXo1auXu6tHSHDhwgWkpKQgNDQU06dPx9NPP+3uKhFeRmhoKHbs2IGlS5eiqqoKbdq0QXp6OjIzMy3WYyYIwpiQ7TcfZrH9VVVVeP7551FeXg4/Pz/cdtttyM7OtmtOPeF6yL4TYiiEniAIgiAIgiAIgiBMAKUuJAiCIAiCIAiCIAgTQAKeIAiCIAiCIAiCIEwACXiCIAiCIAiCIAiCMAEen8Tuxo0bOH/+PEJCQuDj4+Pu6hAEQZgOjuNQVVWF9u3bo0kTGvcljAfZeoIgCMcgW28ePF7Anz9/HtHR0e6uBkEQhOk5d+4cOnTo4PTz3OHTGvm4jBOnTiI2Ntbp5yPMD9l6giAIfXCVrf/xxx/Rq0cP3InW+Ir7xenn8yQ8Pgt9RUUFWrRogXPnziE0NNTd1fE6aq5dk/3M78wBzcer3LvLkeroysnsg7KfdRmTqGp/YTnh8fYXnLcqPzCpPX9stq/wGOvn/VeyvFz9lOqvtJ9c/e0ldIjrl7Gp7zgAABAYFOTyc5uRyspKREdH48qVKwgLC3P6udqGtUQzNEVL+OEn7qpTz0d4BszW/3ffMTQPDnF3dQxDrzbGXGLq+C81AKzrx7YzerUJtNpmZFzZ3sd/qeHPp9RGRmhDqTqIt9m6Fwjnc7W6CvcMTnCJrQeATj7NUIXrqMUNlF2tRLNmzZx+Tk/B4wV8ZWUlwsLCUFFRQQLeDSgK+JICVceozM3RfN4TWwoRlzHI4q9a4jIGWR1H6n8x+Xml/P/JKVFWx7RVB+H+AFBUVWvxfurozor7r9l+iv+/R0iAYllh/cTnZZ/n55VafQ8phO0lRNheWglNTbPruouPoUR9bBIJeJW48jma6NMC51GD4WiDz3AeeYUFGDhwoFPPSZgfdo/u/v40gkPcb+u3FZc5/Rzp8RFOP4eZkbsG1G63YG1EbeI6bD0b9LoW24rLrI4ldb1ZuW3FZai5Wo3McQNcYuu//vprjEgdiocRhRyUIRbNUMBdduo5PQmPD6EnvBN7haOZ6RESgKKqWpviXQmhYFcj3pXwxmtAOEZpaSmOohL3oC2C4YsEhCBj0B0ovXGN5jUTdiHsnOrZMTYC4np4mwiz9zpI7edpbScn3thvQao8Q+r3ovRez9+WLVwlftXijGeBo4MqcnUSbheXcfUzjeM4/C51JPohDM3QFIPREttRhvLycoSHh7u0LmaFMhQQHo0WERmXMciqvBbvPRO8csLXVl1s7S+H8Lh6iXezY8v7ThiT4R3iEYMgRKDxPu6HMFxGPT7//HM314wwK6wTrGfH3ohiz4h1ItyH1P1g6x5Jj4+QLSPeLnzvzfeeI23qLNSczx31EvKvf/0LV9GABDROd2qPQEQiEMMiuritTmaDBDxhePQQY454g9m+7vAo9wgJUCXKHa2bJ4l3wpwcO3YMP+E3JKEFv80fTZCIFph07/24fv26+ypHEAbGWwWUI9+bBCihF0wMC0WxWCC7Q8SrFfKupra2Fn94+PcYgBbwE8jQwWiBH1GN//u//3N5ncwICXjCa3CFALclhI0QVu7pYp287+ZkbJ9B6IlghMLPYnsPBIMDcJdfW/dUjCBUIO68u/qchHa8tf3UeOe9sV30QimKgdoVGBbYDn7wQTc0t9jeEv7ohuZIi+/vppqZCxLwhNuoj01ydxUMh5y4diQ03t5zEoSr2LVrF35GHW6DddbbpvDBILTEAVxBVVWVG2pHENaQB9eYGNXraDQ8UUya5fuYpZ7O4PLlyziECiShJZrAOq/NALTA/3AN3377rRtqZy5IwBNejdS8d7X7qS0jVVZNWL4zRTtBGIUbN27g4ZFj0B+hCERTyTKxCEIY/DAslNb5JoyDOzvi3iwCxLg68oEgnIFc+L3ex7f3cz0Y1qoT2sAf0ZBebrEZmqIPQjF+yHB4+CJpDkMCnnArrvbCCwWzu8LZxcvUuaMuepxPrzpTyLt3M6JpBGpxA70hv2SND3yQhJb4DpW4cOGCQ+fLzMyEj48PZs2apVguNzcXiYmJCAwMROfOnbFy5UqrMhs2bEDPnj0REBCAnj17YtOmTVZlli9fjtjYWAQGBiIxMRHffPONQ/UnjIUzQo9tJRMjoXoLagvvwSirPzgDdw9CueK8Z86cwXFUYTBawkfC+87oi1BU4To2btzo0Pk83daTgCdMgdlEniuSymk9hzeEypvtPvF2rl27hv24goFoAV8Fgw4AkQhANIJwV/tudp9v//79WL16Nfr06aNYrqSkBGPGjMEdd9yBw4cP46WXXsKf/vQnbNiwgS+Tn5+Phx56CBMnTsR3332HiRMn4sEHH0RBQQFf5rPPPsOsWbPw8ssv4/Dhw7jjjjuQnp6Os2fP2v0dCO+FxCpBeAZSie88nRGdeiEWzdAG/orl/NAEiQjD1AceRl1dnV3n8gZbTwKecDvu8MK7yuPt7qR1YtGuh4h3xndyVHiHpqaReDchw5q1RyCaIk6UzEaOJLTACVzF8ePHNZ+ruroajz76KP7xj3+gZcuWimVXrlyJmJgYLF26FD169MC0adMwdepUvPnmm3yZpUuXYuTIkZg7dy66d++OuXPnYvjw4Vi6dClfZsmSJXj88ccxbdo09OjRA0uXLkV0dDRWrFihuf6Ed+MtnXyCkMKTve/uRvhsGRnXxinnOHjwIE7jNwwUrDKjRHcEowl8cFdApOZzeYutJwFPmAZnCjR3CG17z6l2v+SUKOTnldp1Dr3rogUS4t7BpUuXcBgVGIwWiuF0QsLghx4IRnrvAaisrLR41dbWKu771FNPYezYsRgxYoTN8+Tn52PUqFEW20aPHo0DBw6gvr5esUxeXh4AoK6uDgcPHrQqM2rUKL4MQSjh7rBaM0FtZD/Udt6Du651xoAh6I0QhMBXVfkm8MFgtMBBVKC8vFyTvfcWW6+uJQnCydTHJsGvpMB2QQ/DlgCWE+FSSfCEZYWedmeEzrs7soBBYt+8/PTTT/D3aYIRwS007RfU0ALLfvsfwsIsM9bPmzcP8+fPl9xn/fr1OHToEPbv36/qHBcvXkTbtpbL1rVt2xbXr1/HL7/8gnbt2smWuXjxIgDgl19+QUNDg2IZggAaO9XMw0jLeTmOsD0J80PXUl/c8UwpRy0mNGuLqKbqkzN35/zxVfWveOWVV6zmpcvZe2+y9STgCcNgRhEflzGIT0Qn3KbHsZjwZsJczXG1iHWpupsJEu/mx54QMB8AbSLbori42GJ7QIB0x+DcuXN45plnsGPHDgQGSme+lTyPj2VUAMuIK9wuVUa8TU0ZgiAIgvBUgsJC4VOvbR8fn8bYvGnTpmHx4sUWn0nZe2+z9RRCTxA6YRSvtBBbgt6IdbYFzXcnACA0NNTiJSfgDx48iLKyMiQmJsLX1xe+vr7Izc3F//t//w++vr5oaGiw2icyMtJq5LysrAy+vr5o3bq1Yhk2Ct+mTRs0bdpUsQzhHXhToiqjoJTFn7iF0dvD2d538u4bH39/f1X23ttsPQl4wlDUxya5PKmdowiT4jlLELsrg7z4+7hb8JNwJ7QyfPhwHDt2DEeOHOFfAwYMwKOPPoojR46gaVPrteeTk5Oxc+dOi207duzAgAED4Ofnp1gmJSUFQGOnIzEx0arMzp07+TKEdyEllowuoAjCVWwrLuNfjh5HfEw15yXMjbfZegqhJwg7cZaYdWdou9Ia9WYOtye8l5CQEPTu3dtiW/PmzdG6dWt++9y5c1FaWop169YBAJ544gksW7YMs2fPxh/+8Afk5+fjgw8+wKeffsof45lnnsGdd96JxYsXIyMjA1u2bMGuXbuwd+9evszs2bMxceJEDBgwAMnJyVi9ejXOnj2LJ554wgXfnACAhPBAHCuvcXc1CILQgJ4inr2n3AiejbfZevLAE4QKXOX5dbYnX+7YUkvr2eN917Od2LHI6044mwsXLlis1xobG4vs7Gzs2bMH/fr1w9/+9jf8v//3/zB+/Hi+TEpKCtavX4+1a9eiT58+yMrKwmeffYakpFsRRA899BCWLl2KhQsXol+/fvj666+RnZ2Njh07uvT7eTsJ4ernQ+qFGs86ed/NTUJ4oMWLcD9KAp3EO+FJtp488IQhkUtoF5qahsrcHDfUyLs5saXQ4UEFJsSVrp+cWCcRT+jJnj17LN5nZWVZlUlNTcWhQ4cUj/PAAw/ggQceUCwzY8YMzJgxQ2sVCZ0xkieePIHmR0qwG+keIwjCs209eeAJQgY9xaQzBaiWY7t7DrsSJNIJgnAmQtHlKo+plmRqnuiRJ880QbgX+g16JiTgCdPh6izkep3LXSKehcfLiXe9Rb2a76m2LUjUEwShJ0btzHqieGfIeatdjSe3sSdA14cg1EMCniAMipLodjW26mGv0CaBThCEp+INgsSeOeCsrFEHUwj34chvhqalSEPTOjwTEvCEaXGH+HP0nPbs74iIN8oAgBBKTkcQhLtxV6fWDKJezmMuFOpSot1oCd3S4yP49jZDuxO3EF47giCsIQFPmBqhCDSLIJSqpx7z6p21Zrut5ePM0u4EQXgvTLB7qzdKTlhLCXPhX/H/Uu8drYOzcYUQPFZe47X3lt6QcCcI25CAJwg3oNULrVWMG8nzTgKfIAh3QaJKXozbEuauENxG8dY7gjPuMSNFMhAEYTxoGTnC9NgSiI4sPWdED7+thHV6Y6TBAIIgCEI9eiWQCwwKAgDUXLum+rzeMHjiDd/RGyCvP2E2SMAThJtx11x+ewc1lI5pz2cEQRDOxJvC55k4P1ZeY7cHNzAoSLVQV1MX8f9mRFh/Z95HZm8nVyAU29uKy/j3lMSO8CYohJ4gRLhbbCqtPy/+zN11lcOo9WLUxya5uwoEQRC6YSscnnnQpQgMCuJfgHovu7egVw4APc5NWCIU82bwoutxPY2WLJJwDyTgCcNij8jSa414NWH5ep/DaKLXVvI6giAIT0VN59goHWg1y7IpifKaa9dsinY1ZQiCsI09zw1bSSgJ74MEPEEYECOIeUfnvus1mEIQBOEqpDKyy5WzVYYwP3pdXzMNCBkJb18G0J3RH4SxIQFPEDqhx/rmJHgJgiCMg15J4MwAedgtceQ6S3lGjX7fGL1+JOIdK0N4FpTEjiBuYk9iN7kweD2SxLFj6Z1sjiAIwltRyo4u1wnWIzEcIY8nZ6yn+8VxnCncjTwoQPcOoQR54AnCxTg6SKAX5O0nCMKbcLRDTB1q52HvXF495gCLj+GOecV0b6nDyIJbL+heINRAHnjCI7HXe61F1Loi0Z0RccYSdARBEAShBb2FjiuEkydHG5gNow0G0L1BaIE88AThYrQIeyaUjeiF99QBCoIgCMJceLLX0pO/G2GJo3kXCO+BBDxBuBF3e7L1mqdPEARBEGbDGaKHhJT7MJpX3RZya7rbew/Rvec9kIAnvAKjLmnmrjpV5ua4ffCAIFzBihUr0KdPH4SGhiI0NBTJycnYtm2bbPkLFy5gwoQJiI+PR5MmTTBr1iyrMsePH8f48ePRqVMn+Pj4YOnSpVZlvv76a9xzzz1o3749fHx8sHnzZv2+FOEQtHayZ2L2a6o1fJruY3ND105fvM3Wk4AnPBojinYt6FV/vQYwzN6ehPfRoUMHLFq0CAcOHMCBAwdw1113ISMjA8ePH5csX1tbi/DwcLz88svo27evZJnffvsNnTt3xqJFixAZGSlZ5urVq+jbty+WLVum23ch9EXo/TJr6Kq3igAzf2+9Eu85o6w95Y2GGi+8Kz31rD3FiRIJffE2W09J7AjCQ5AS12Ivu14J6Mws5Otjk9xdBcKF3HPPPRbvX3vtNaxYsQL79u1Dr169rMp36tQJ77zzDgBgzZo1ksccOHAgBg4cCAB48cUXJcukp6cjPT3dkaoThCTCZe3MgKcuv+do+2u5js5OcCYlMsWfmeV+MyKeeP8bDW+z9STgCcKDkRLsYvFNofSEGamsrLR4HxAQgICAAMV9Ghoa8O9//xtXr15FcnKyM6tHEE7H6KLAyMLdSPUS1sWeNnOWuDdSGxHeS11dnWZ77w22ngQ8QXg4FDpPGBU/v6ZITonStE/olUr843gxwsLCLLbPmzcP8+fPl9zn2LFjSE5ORk1NDYKDg7Fp0yb07NnT3moThCTkqbyFu9rAFUtxKYlsPUQvqz8JaMKT6NsvAl1DgjXt4/vlKbz//vtYuXKlxXY5e+9Ntt6tc+AzMzMxcOBAhISEICIiAvfddx+Ki4stynAch/nz56N9+/YICgrC0KFDZeczEIQtpIQoiVN5jJr8j/BugoODUVFRYfGaO3eubPn4+HgcOXIE+/btw5NPPonJkyfjhx9+cGGNvRsj2HoSQwTDkXuBiWuzDNLQfd8Im/OeHh9hukz13s60adNU23tvsvVuFfC5ubl46qmnsG/fPuzcuRPXr1/HqFGjcPXqVb7MG2+8gSVLlmDZsmXYv38/IiMjMXLkSFRVVbmx5oQnQOKUIMwLyzTLXkrhdP7+/ujatSsGDBiAzMxM9O3bl5/7Rjgfd9t6TxMxJB7dc16ztDvRiFisk3A3J/7+/qrtvTfZereG0OfkWM69Xbt2LSIiInDw4EHceeed4DgOS5cuxcsvv4z7778fAPDhhx+ibdu2+OSTTzB9+nR3VJswOSTabaNXsjuCMCIcx6G2ttbd1fAavMHWK4lGZ4TWU5i196HHtXbFFAMjYBThTr9P9+LJtt5Qc+ArKioAAK1atQIAlJSU4OLFixg1ahRfJiAgAKmpqcjLyzOFUScIs8EGOGigg/AEXnrpJaSnpyM6OhpVVVVYv3499uzZw4vKuXPnorS0FOvWreP3OXLkCACguroa5eXlOHLkCPz9/fm5dHV1dXxYXl1dHUpLS3HkyBEEBweja9eu/L4//fQTf8ySkhIcOXIErVq1QkxMjCu+umFxpa13RwfaW0SSkTHjNXBmnc3YHgShBW+z9YYR8BzHYfbs2RgyZAh69+4NALh48SIAoG3bthZl27ZtizNnzkgep7a21mK0RZy5kDAPfiUF7q6CV0BCnfBkfv75Z0ycOBEXLlxAWFgY+vTpg5ycHIwcORIAcOHCBZw9e9Zin/79+/P/Hzx4EJ988gk6duyI06dPAwDOnz9vUebNN9/Em2++idTUVOzZswcAcODAAQwbNowvM3v2bADA5MmTkZWV5YRvag5cZeuN6PnypiR3nrjmtVAESwlivb6nK9rLm+5FwjvwNltvGAE/c+ZMHD16FHv37rX6zMfHx+I9x3FW2xiZmZlYsGCBU+pIeC4kYr0DWgPe+/jggw8UP5cysBzHKe7TqVMnm2WGDh1qs4w3QraeMDPigQm9pzI4chxWH1vednvPQV58wsh4m613axI7xtNPP42tW7fiq6++QocOHfjtkZGRAG6NzjPKysqsRuoZc+fOtchUeO7cOedVnCAIgiAIVbjC1vdqE+gxHl81kKByLwnhxrrflCIfjFRPgiAcw60CnuM4zJw5Exs3bsTu3bsRGxtr8XlsbCwiIyOxc+dOfltdXR1yc3ORkpIiecyAgACrbIUEQRAEQbgHsvXO5Vh5jdcIeRKh0jgi1rWWpWugDneuwsDOTdfLc3FrCP1TTz2FTz75BFu2bEFISAg/+h4WFoagoCD4+Phg1qxZeP311xEXF4e4uDi8/vrraNasGSZMmODOqhMEQRAEoQKy9YSzYCHjhP1ItaGtNqVw+kaMfO8ZuW6E47hVwK9YsQJA4/wBIWvXrsWUKVMAAC+88AKuXbuGGTNm4PLly0hKSsKOHTsQEhLi4toShHupj02STOzH5nVT0j+CIIyIN9t66kTri1rRaDRxSQMNBEHoiVsFvJpJ/z4+Ppg/fz7mz5/v/AoRhMGRE/GEbSiBHUG4B7L1rkGYwMyMYlGr6GbltSSSM2O7OBPypBOEOTFEEjuCINRDQpQgCMLYkFAkzALdq+ox65xyM9aZUIYEPEG4AFuiW6sor49NIiFPEARBWODN3lSWzM+b24AgCO+ABDxBuAgS3ARBEAR5wxyHRDpBEN4MCXiCcCEk4t0DtTtBEIRx8XRBToM2BEHoCQl4gnAxwvB3R4UlCVOCIAhjQqKNIAijIHweCdeJJ8wJCXiCcDNiEU6inCAIglDCrMm0CIIwBvT8MDck4AlCI2oFttbEdSTcnQO1K0EQnoSUJ03uc4Ig9MNTkyTSM8N8uHUdeILwVPQIjfcrKSDxSRAEQfCQYCcIwl4SwgNlByASwgORX1Xp4hoR9kIeeILQCTmxrUWEk2AnCILwTkiIEwThbMTPGXrumBMS8AShArXh7nquz05iniAIwjvw5k603iHJ3tyWBOEIvdrQb8csUAg9QWhA67x1EuHuhdqfIAgzYSvElZCH2ocgCG+BPPAEIYN4qTdKOkcQBEG4Gso4TxAEQQghAU8QCpBI14aR2stIdSHcR2ZmJgYOHIiQkBBERETgvvvuQ3FxseI+GzduxMiRIxEeHo7Q0FAkJydj+/btFmX+8Y9/4I477kDLli3RsmVLjBgxAoWFhQ6fm/B8xB52qTmpwhehD9SWBOG5eJutJwFPEB4CJcsjCGtyc3Px1FNPYd++fdi5cyeuX7+OUaNG4erVq7L7fP311xg5ciSys7Nx8OBBDBs2DPfccw8OHz7Ml9mzZw8eeeQRfPXVV8jPz0dMTAxGjRqF0tJSh85NEARBEIQ2vM3W+3Acxznt6AagsrISYWFhqKioQGhoqLur43XUXLtm975+JQU61kQbZhe4bAk6uTZU+swRnHVce+qhhsCgICfXxDNwxnO0sLAQY+64A9nDbte03/ErlXjpTCkuXLhg13nLy8sRERGB3Nxc3Hnnnar369WrFx566CG88sorkp83NDSgZcuWWLZsGSZNmqTruQnbsHv054sXDW/rbXngvQk9E9gJ21HquN7cznrjiWuh24On3VOVlZVoGxmpu2Zq0aIFlvfqhq4hwZr2G/7lN8g7dAgJCQmaz+nptp488AQhwuziHZCft+/s87nynARhDxUVFQCAVq1aqd7nxo0bqKqqUtznt99+Q319vWIZe85NEARBGBMayDAunm7rScAThIcjl3zPyELbkboZ+XsR+lFZWWnxqq2ttbkPx3GYPXs2hgwZgt69e6s+11tvvYWrV6/iwQcflC3z4osvIioqCiNGjND13AThqZD4IQjCFnV1dZrtvTfYelpGjjAsRgnH9gSU1q13tI2NJJiNVBfCNr6BfojLGKRpn8rT51G9vBhhYWEW2+fNm4f58+cr7jtz5kwcPXoUe/fuVX2+Tz/9FPPnz8eWLVsQEREhWeaNN97Ap59+ij179iAwUDqk0p5zE56Pp4XgEgRBSNFxWALiosI17dPk6zy8//77WLlypcV2W/beG2w9CXiCuAmJP3ND1897CA4OtkggAwABAQGK+zz99NPYunUrvv76a3To0EHVeT777DM8/vjj+Pe//y072v7mm2/i9ddfx65du9CnTx/dzk3oS2BQkEM5WQhjQwMhBKGMWZ+B06ZNw+LFiy22Kdl7b7H1JOAJgiAI06E2wQ7HcXj66aexadMm7NmzB7Gxsar2+/TTTzF16lR8+umnGDt2rGSZv//973j11Vexfft2DBgwQLdzE/pjlI4rhY3fIiE80KI9xO8JgtAPozwDteLv76/K3nubrScBTxBejthzbW9Ivb0ecHvD+IX7kfedkOOpp57CJ598gi1btiAkJAQXL14EAISFhSHo5ioEc+fORWlpKdatWweg0aBPmjQJ77zzDgYPHszvExQUxIfuv/HGG/jrX/+KTz75BJ06deLLBAcHIzg4WPW5CYLwTA86W+XErMKJUMex8hqPvH/NhrfZekpiR3gk9bFJqpO1kfizhLWdsA2Fn7kLqUz3UnUkCCErVqxARUUFhg4dinbt2vGvzz77jC9z4cIFnD17ln+/atUqXL9+HU899ZTFPs888wxfZvny5airq8MDDzxgUebNN9/UdG6CIBxDSjwZQVDVXLvmkeKdoiQII+Jttp488ITXQkufqUfcVq5eZ94MmfMJY8JxnM0yWVlZFu/37Nljc5/Tp0/rcm6C8HaMILYJdZB4l4a88O7H22w9eeAJj0ZOpJMQVI9ebaV0HLoeBEEQ3oe9oichPJB/OeP4roRW2/EMaHCDcCUk4AmPQ0oMUsi1vtjrEben7el6EQRBeBdmEN7eBglUY3Ata4G7q0AYABLwBEE4Fa2edwqXJwiC8E48waOuFSPaOimx7oltryeuap91cza55DyEsSEBTxgaIxo2wnXQ9ScIgiD0gDzIhB6ombpBEM6GBDzhMZDYMxY0550gCILQCokj48KujfgaCUWtJ18/4XeT+58gXAEJeIIgCIIgCMJwSIlCEkvOxVakgvCaiL3R3iDihZA3nnAXJOAJj4I8u8ZEbg13pXIEQRBaufbxIgCNmb3VZvfWUlZvKKxbHr3FIAkt29D9KI9R7p/klCh3V4EwACTgCdNDmeWNi5brQteQIAhnIifUD85eiMrcHDfUiCDcCwl2dRhFvANAXMYgd1eBMAAk4AmCIAiC8AjWz/sv/EoKLEQ5E+4HZy/EssHTJZdhOrGl0NVVJVwAE6hGEmCEsZGa328kgqbMc3cVCANAAp4gCIIgCI+guLoOB2cvxJrtp/htlbk5qMzNwZrtp1BUVWu1DFN+Xiny80pdXVVCI1qElNCzbDQBZjTIC28N3TOE0fF1dwUIgiAIgiCchViwF1XVWpWR2uYqjpXXkGAgCIIgVEMCnjA1NG+aIAiCECL0vvuVFNgU55MWj3N2lRQh8U64GxpE8j5YPhDqR5sTCqEnCA/Br6QAR8eNdXc1CIIgDIOa5HShqWkITU1zQW1o2SlHUAr1tvczgiAIM+JWAf/111/jnnvuQfv27eHj44PNmzdbfD5lyhT4+PhYvAYPHuyeyhKECRB6ngiCIIyAO229XHI6YTZ6tpJJYFCQLuc0EiReCa3QAJP3QKtvmBe3CvirV6+ib9++WLZsmWyZtLQ0XLhwgX9lZ2e7sIaEEaDwHnXQg5ggCCPiSlsfH+zP/39iS6FscrqDsxdaRSzVXLtm1zntwVUiicRYI8fKa2gwQwV0vxCEOXDrHPj09HSkp6crlgkICEBkZKSLakQQ5qUxBHS9u6tBEARhgSttfXF1Hfxv+ibWbD+FHiEBkuXy80qRnBLl8PmUUDOvmAST/hhVqAcGBbl0kMjdsHvbqNfD06G8Bp6N4efA79mzBxEREejWrRv+8Ic/oKyszN1VIgiCIAhCR5xl6+US2Lkz67xekDAyF94k3s2OGX9bLMpEKtpE+P5YeQ38SgpQmZtjkftDOK2IMD6GFvDp6en4+OOPsXv3brz11lvYv38/7rrrLtTWyhve2tpaVFZWWrwIgiAI78XWHGwxe/fuxe23347WrVsjKCgI3bt3x9tvv21RZuPGjRgwYABatGiB5s2bo1+/fvjoo48syqxYsQJ9+vRBaGgoQkNDkZycjG3btun99UyPJ9t6ZwkBMwoMZ+OuNvHE3Al6e27N5Ak2229WaXqIWLgr1cETpqt6k6039DJyDz30EP9/7969MWDAAHTs2BFffPEF7r//fsl9MjMzsWDBAldVkXAjnvCwIQjC+bA52I899hjGjx9vs3zz5s0xc+ZM9OnTB82bN8fevXsxffp0NG/eHH/84x8BAK1atcLLL7+M7t27w9/fH59//jkee+wxREREYPTo0QCADh06YNGiRejatSsA4MMPP0RGRgYOHz6MXr16Oe8Lmwx32frEJa+g3qEjyGOrs04CXB+UPI1mxJVhz65qKzOJd2dhtkEBs+JNtt7QAl5Mu3bt0LFjR5w4cUK2zNy5czF79mz+fWVlJaKjo11RPcKJMLFO61ZK41dSgIOzF/L/U/sQxC3UzMEW0r9/f/Tv359/36lTJ2zcuBHffPMNb9SHDh1qsc8zzzyDDz/8EHv37uWN+j333GNR5rXXXsOKFSuwb98+EvAKuMrWm/k5mRAeSJ13g6BXaLya60l9IOfiit+VrUEaNYM4WuroV1IABPdVXd7MeJOtN3QIvZhff/0V586dQ7t27WTLBAQE8CEM7EUQ3gBbQo6y0ROEvhw+fBh5eXlITU2V/JzjOHz55ZcoLi7GnXfeKVmmoaEB69evx9WrV5GcnOzM6poesvWEt6El1JkN1hPmQHxtte6r5d6Qw9aAABsYOv6Ldw8KmsnWu9UDX11djZ9++ol/X1JSgiNHjqBVq1Zo1aoV5s+fj/Hjx6Ndu3Y4ffo0XnrpJbRp0wbjxo1zY60Jd0KjztIIRfuJLYXoM8V9dSEIVyCe8xwQEICAAOmM4/bSoUMHlJeX4/r165g/fz6mTZtm8XlFRQWioqJQW1uLpk2bYvny5Rg5cqRFmWPHjiE5ORk1NTUIDg7Gpk2b0LNnT13raXSMaOunju7stGPbQi8Pn7eGJjMPpadHIAi/H7vWeg3Qe3rbGR01Xnil91qozM1BkI2+s5oy7qKurs7p9t6Mtt6tAv7AgQMYNmwY/56Fw02ePBkrVqzAsWPHsG7dOly5cgXt2rXDsGHD8NlnnyEkJMRdVSYIw7Nm+yksdXclCEIFPv4BFllw1dC8ZRGql29CWFiYxfZ58+Zh/vz5OtYO+Oabb1BdXY19+/bhxRdfRNeuXfHII4/wn4eEhODIkSOorq7Gl19+idmzZ6Nz584WIXfx8fE4cuQIrly5gg0bNmDy5MnIzc31KhFvRFsflzHIaccWQ8s5EYTxkfuNuvr3q/fglFGcOs0H3I7QbtoGTn18l+H999/HypUrLbbrbe/NaOvdKuCHDh0KjuNkP9++fbsLa0MQBEGYgeDgYJSWllps09v7DgCxsbEAgISEBPz888+YP3++hVFv0qQJn7SmX79+KCoqQmZmpoVR9/f358sMGDAA+/fvxzvvvINVq1bpXl+jYkRbHzRlnsvPSRCOcmJLocODT+R91w5rM2cLeWfkMMrPK0WixDz4E1sKkZiahmPlNbgtNc1pCT0dZdq0aVi8eLHFNr3tvRltvamS2BEEQRAEAJfPeeY4TnFZMz3LEAShjCeJUDXfhXmB4zIGIdROseVJbeYu5KZviLc5IvTdmXSuVxvjRQr5+/u71N6bxdaTgCcIEyAclaUs8wShDaU52DExMZg7dy5KS0uxbt06AMB7772HmJgYdO/eHUDjWrFvvvkmnn76af4YmZmZGDBgALp06YK6ujpkZ2dj3bp1WLFiBV/mpZdeQnp6OqKjo1FVVYX169djz549yMmhRJNGRBwqq1eHnCD0gHlKK3Nz8FNwX13vSS3H8vbfhdRAiJ6DI5W5OcBY/QR8ckqU5Pb8vFLE3TyXp/QpvcnWOyTgq6urcePGDYttlAmWIPSFZQeV2s4euo3ziNe7sFYEYR6U5mBnZWXhwoULOHv2LP/5jRs3MHfuXJSUlMDX1xddunTBokWLMH36dL7M1atXMWPGDPzvf/9DUFAQunfvjn/+858Wa5r//PPPmDhxIi5cuICwsDD06dMHOTk5VslvjI6n2XqpBHasAy7nYXNVCC3hHaiZV50QHgi/kgIcuinWj5XX4FBwX9yWan0MW/enXgLT3t+Ft3n/1S4F567nSX1skqywNzPeZOs1C/iSkhLMnDkTe/bsQU3NrR8kx3Hw8fFBQ0ODrhUkCIIgCEewNQc7KyvL4v3TTz9tMQIvxauvvopXX31VscwHH3yguo5Gw5NtPZtDbEusS0EJ6cyLM6+blvtCOFikhF9JAe+NFYZV18cmATLHkBLUWkL07cUTfhdGGWTQmthVjm3FZUiPj2icAy/67Fh5DfLzSgEUwmes50R2epOt1yzgH330UQDAmjVr0LZtW/j4+OheKYIgrFF6wHrCg5cgCOPgybZemMDOKJ12QhkjXCc5b7NaQa4WNqjEloxLCA9E5Re3wqrVCnJX4wki3ggIB2jsZVtxmabyRl5GjpBGs4A/evQoDh48iPj4eGfUhyAIG9CDliAIZ+Pptt4RgeNIOL0RhKg3oqewdJVQPbGlEPl5pZiZmgY/nbyyapGLTlG7H2Hfb70+NsnhZ4RYvCenRFkMCjDP/KTF47BuzibMrP4O9VPmNUZ5tO7h0LkJ19FE6w4DBw7EuXPnnFEXgiBuIpz3LvSuy82Hl+Na1gLd6kQQhPdgVlsfH+zv7ioQXoDeXnc5iqpqUZmbYxVllxAeqLtQPlZew7/Ye0eOQ9hG73aS8ryLlx1Mj48A0DhAVFRVi2WDG+d7H5y9UNe6EM5Fswf+/fffxxNPPIHS0lL07t0bfn5+Fp/36dNHt8oRBOEYc2esx1Ja75ggCI2Y1dY/9tO3+DTuTv59UZX1Mj4kLswH8wY7IiptzQtXEsTOzjzuiVD7uBYp8Z4QHgg/G8sOsmfkmu2nQBLePGgW8OXl5Th58iQee+wxfpuPj49HJLYhCCMxq1kPvHc8S1VZsWf+6Lix6LPpCyfUiiAIb8DMtj45JQprtp9Cj5AAd1eFMBC2BKXc8mjOFKJqkygKk9hRiLpnwgaZ7Jm6IIfWqE3CPGgW8FOnTkX//v3x6aefelxiG4IwAmoeuKyMXGK7NdtPYaneFSMIwmswq60//ksN+mUMQo+8UqefS2m+r56dcML1uPLaab1XPCVjOEEQ9qNZwJ85cwZbt25F165dnVEfgvBqxOK9MjfH5pIiSuvEEwRB2INZbX2vNoE3n5mbJMPnpdaAJwgjkp9XykeRsOXkgMa5yolLXiER7yFoGbyRyy7P5rWLYSsZhAJAcF9+wPHWMnK3oGejudCcxO6uu+7Cd99954y6EIRXIxTc7KGrhJoy4uMKt5HAJwhCDk+19eKETgRhBKQiOZJToiTL5ueVqrb/gPYlxQjjsa24TPE62rrGau4XejaaC80e+HvuuQfPPvssjh07hoSEBKvENvfee69ulSMIb8FdYppC8QiCkMKstv7ax4tQGRTQKH7ySq288LYimrQiXG7L1txkCqm3H09tu2tZCxCamiZrh6VEfFFVLU5sKcSaGT3w+JnDqs7Dlg4jjI0zluELTU3DwdkL4TP21raE8EDk6XoWwtVoFvBPPPEEAGDhQutcw+bYVgAAfa5JREFUhUZPbEMQZuPElkIkijqc9nRAbQ0QsM8rc3MQRFnrCcLrMautP5l9EP3HpwCQzkAvXA9ZL8wsLm3V3WwJ04QhwkaGCWqxjRcK7biMQQhNTUNlbg5ObCm0EGDi8Gel80gdW/w5iXvj4Ox7lzluhM9Hv5ICXHPqWQm90RxCf+PGDdmXUQ06QRgZKXF9Ykuhzf309iSxTgKF1xMEYVZb/88vT+PElkLZcFBndo7ljm02EWw0jC7GtcJEM/urFN7M8uDYCm+WCrGWCqumcHpz4Oh1So+PQHp8BN9PzM8rpeeQh6FZwJ87d072s3379jlUGYIgpNEy300rTKyf2FJoMaqvJOJJ5BOEZ2N2W2+2SCJPE6mEetjAuZRoY4P54vuZeU9tzY0mCC34nTng7ioQKtEs4EeOHIlff/3Vavu3336LtDR9PYIE4a2Iw+PUeOQdgQ0QSIWcKkEiniA8E0+w9eJ14F2xLry9Qtwd3jEzDBrYU0czfC8G86xLzYFnnnf2GQl1Qita+nbO7mcS+qJZwN9xxx0YNWoUqqqq+G1ff/01xowZg3nzzDXiTRDuRk4Aix+2aue7OcKa7acs3lfm5shmsCcIwrMxu61353NKLCDNJCjNjBlChMUiXGoqHPse9bFJCJoyD34lBfw9ZEvEM4+8FrFP89+NiXiqhb2IIziVEhdX7t3l0LkI16FZwK9evRqxsbEYO3Ysampq8NVXX2Hs2LFYuHAhnn32WWfUkSBMj7gzaYQQ9MrcHP61bs4mq8/mzliPg7MtE1ipqbMRvhtBEI5hdlsvfnYZDXeLTTWDCu6uo7cgN0B/rLwGx8prPG6lGIokUI/WtlIajFH6zVfm5rjEUUToh2YB7+Pjg08//RSBgYEYPnw47r33XmRmZuKZZ55xRv0Iwuk4S2yy48r9lcOZ893FnNhSiBNbCi08/iyZHdDYsbBVb+HnwjIk4gnCvJjd1osjinqEBGDmvlUuOz953Y2Ju8SjFq/4sfIaXYUboQ9mHNAKTU3j8yckhAcq9ueKqmpxMvugS+tH2I+qZeSOHj1qtW3evHl45JFH8Pvf/x533nknX6ZPnz761pAgXIAasWnPKLiU590dHJy9EIlLXlFdXjwSS2KcIDwfT7H1cRmDgO2nrKYiHQru66YaGUvQG6kursSd4t0RlK5XenyEquOnx0fg6XUHMSYpWnI5uYTwQNX3hVDI2nMvecJgg5b2cifCfqtcP84VuUEI/VEl4Pv16wcfHx9wHMdvY+9XrVqF1atXg+M4Q68NSxBSaBGmbO1MufdGJj+vFIkqy66bs4nv+CanRDl0XmH7mqWtCMJbIVtPMIzgbXSWQFISvHqLS3vFu7Aeao6REB6IbcXaj83wKylAQmyS6jb3KylojBYcO0fdSU0KE+ri34NfSQHgxgFBLbBrypYkZP8Lady+3tVVIxxAVQh9SUkJTp06hZKSEv4lfM/+P3XqlO2DEYQbkZqfrSVkne2vNhxeT+wNra/MzZHNQJqfV2rlbdeaiV4ozNmceoIwGsuXL0dsbCwCAwORmJiIb775RtV+3377LXx9fdGvXz/ZMuvXr4ePjw/uu+8+2TKZmZnw8fHBrFmztFXchZCt9yzYHGpCvZA22/xsewda2H5MzEvljEgID5Q9vjfb+YTwQMN/f6n7WJzriFFUVWv476MFb7H1qjzwHTt2dGolCMLVCIX3iS2FSJTIBKvlWM72LienRElmq9UDJcGuxXNPEEbls88+w6xZs7B8+XLcfvvtWLVqFdLT0/HDDz8gJiZGdr+KigpMmjQJw4cPx88//yxZ5syZM3j++edxxx13yB5n//79WL16taHDzgHPtvWTFo/DTw7szzrEZgn/VRLuUl5FVt4InndH0GPAQirE3N7j2GLZ4OkOR7rpwZrtp7D05v/C8HApT7NfSQFWzdmE5JQo+Ix1bT2NgF9JAfxS0wwdRi91/xZV1Xp8JKQ32XrNSewIwqww0W7GkUa2Vqw9yI26Ara97VKfm7H9CO9myZIlePzxxzFt2jT06NEDS5cuRXR0NFasWKG43/Tp0zFhwgQkJydLft7Q0IBHH30UCxYsQOfOnSXLVFdX49FHH8U//vEPtGzZ0uHvQigz763xuh9TKMTkRJmRPLf2ZJhX8raaGa1Lqgn3cwVFVbUWyWLZue2ttxJjkqIlhZ3wugv/58PkvRhxlKUrfiN6XXdP/D3bwptsPQl4wquQMkbibMVGQ2qZNy3IiXCWaV4JltyEtZtwDhVBuJPKykqLV22t9GBUXV0dDh48iFGjRllsHzVqFPLy8mSPv3btWpw8eVJxzfOFCxciPDwcjz/+uGyZp556CmPHjsWIESNsfCNCD0KHUDuLMWMovT31Fe8jJ4TUetddOSgjJ5Rt1UEoMLMLzkmWkfq+cu17dNxYi2PK2XsjRA0Q8ggzzpuduro6Vfbe22y9qhB6gvAUmGgVh8w7KkydHUavdV66FOw7so6CmjU/2XlPbClEnOg4UshtV9M2ZkoKSOhEUz/N1/z6L01QXV2NsLAwi+3z5s3D/Pnzrcr/8ssvaGhoQNu2bS22t23bFhcvXpQ8x4kTJ/Diiy/im2++ga+vtJn89ttv8cEHH+DIkSOydV2/fj0OHTqE/fv3K38pwukETZkHGETEeqNnzKzoFU5vixNbCoHnHnP4ONkF5zAmKVqxjHAKBRPyU0c3ehXz80oRl5uDhClJqPxC3tazVW0OOVxj45IQHghU3/q9Cvsolbk5CAUMmcguu+AcXo66gMrcHAQJ7Ku7s81fj0pAfWxvbTs18cX777+PlStXWmyWsvfeZutVe+D/7//+z5n1IAiXUpmbI5m0xWioEdlqEXrc1XjfGZW5ObrWQwxLCmiG60EYg+DgYFRUVFi85s6dq7iPj4+PxXuWTV1MQ0MDJkyYgAULFqBbt26Sx6qqqsLvf/97/OMf/0CbNm0ky5w7dw7PPPMM/vnPfyIw0DyCzey2/vBLi3U9nhovrNos4c4OUzejp51oxF4bq1eIO5ump9azXh+b5NZlGV2N2Jtt1EhE4bNIqZ9n1PpLMW3aNE323ltsvWoPfP/+/RETE4N7770XGRkZSElJcWa9CMIp3DKShfxIs1lwNEpgzfZTSIQ28Y6b5cURAMK66OU5FybRIQhbhIaGqirXpk0bNG3a1GoEvqyszGqkHmg02AcOHMDhw4cxc+ZMAMCNGzfAcRx8fX2xY8cOtGrVCqdPn8Y999zD73fjxg0AgK+vL4qLi3Hs2DGUlZUhMfFWGsiGhgZ8/fXXWLZsGWpra9G0aVPN39vZmN3W//PL0+g/3rl1VpoHb2uOsbswQh0IaZJTorBm+ym0t2NftZ57tsycVAJDlpStHjc98Bm39mtcKs5SqDs7Us5VUQ9q4D3tsPze9bFJjUvv6ZzIzpFpG8LoC+Z4EaZSm7R4nCnD6v39/VXZe2+z9aoF/K+//oqdO3diy5YtuP/++8FxHO6++25kZGRg1KhRpvIwEN6J1Ei1VjGrhDtDwF2daMZMo7eEd+Pv74/ExETs3LkT48aN47fv3LkTGRkZVuVDQ0Nx7Ngxi23Lly/H7t278Z///AexsbFo2rSpVZm//OUvqKqqwjvvvIPo6GhERERYlXnsscfQvXt3zJkzx5DiHfBcW++Jnmmp9amlMJt498Rr5Szy80qB56znwsuF0Uu1rVy/RTjlzpW4Q7wbadDAEdLjIyxyIcitVy+3DnyXMYnAl+qWXTMa3mbrVQv4wMBA3HPPPbjnnnvAcRzy8/OxdetWvPjii3jkkUcwYsQIZGRk4O6770ZEhPl/BIQ50CKamVgvqqoFbnrimUd+3ZxNmLTYeMK0qKpW10EGe1AT2qfHqC6bn8WORfPhCb2YPXs2Jk6ciAEDBiA5ORmrV6/G2bNn8cQTTwAA5s6di9LSUqxbtw5NmjRB796W8/QiIiIQGBhosV1cpkWLFhbb/f39rco0b94crVu3ttpuJMxu638/vJO7q2AozCbebeGOpbvsFXfp8REWHlXxez0oqqrV5Lm3tUQc41h5DbrKRP2pHTjyFJi3XdjfPFZegwSNfRRXDxKwyEnxPVcfm4QTHjpl0ZtsvV1Z6H18fJCSkoJFixbhhx9+wJEjR3DnnXciKysL0dHReO+99/SuJ0HoTlFVrWRouJFxtH727C9uo7kz1jtUByXEAwHMaBKEIzz00ENYunQpFi5ciH79+uHrr79GdnY2v+75hQsXcPbsWTfX0niY0db3f32OU4/PvFvZBedks34Tnodey7qlx0c4VcS9OylRcrvYjl7LWiDbH1DjNPCkKAk111VPh4IzVzeQGliRu9+mju7MJy/0FLzJ1uuyjFxcXByee+45fP311zh//rxVCn+C0BNmiIQGSUrkiT/PzyvVJZu7mXG3N98eDs5eSCKecJgZM2bg9OnTqK2txcGDB3HnnXfyn2VlZWHPnj2y+86fP18xAy07xubNmxXL7NmzB0uXLlVfaYPhbbZerqOtJNzdvR4868C7Yl13dz2XPcH7q7eIZ2KctY3UPcrOmRAeaDUQz65lckoUn9COsIzK1EPEs+cDGxDS+3mh9JsUfpfGXAeD+GttdOeVFrzF1uu+Dnzr1q0RFxdnuyBBOAk5YS8U794g5KUeyPmiqQNaEIp/vTLGy10f8WcEQRgLM9l6o3qZ9BCiQk+oULybFTnPrtJ3cuX31Sq4mGiWEuxsm6OrvAjF+qxmPSS3A9LtdFv1dxa21tvEu9z1VLqnhGH0zqwDoDxYKAXr962bs8niPeF56C7gCcKZqPW+uws9Qr61zMOvzM3R9IBmItneAQwm4tdsP2XX/gRBEM6GPad6hASgR0iA14kST0AsoBwRS6++sNgU0x1shdc7Y9pGZW6OhWc5aMo8vg9itJxArkTtkoz23pdqrqNwuo5aLHI92cCbr68nQAKeMAX2CGMmbNXsp3btU7XoOaggHp13dETVXvGt91rwWtvISAM1BEGYA3uf7Wo9rWYQhp6ElLBiy3kJ0TIX2NkonZclb7UHtfuye1nKhq6bswnXshYAuCVG3ZVA1hXTPtTWwxUInx16hdKL+2lKIr0+NsmU0yqJRkjAE6ZByqhIhXJX5ubAr6QAJ7YUavZQGxFnhftr7dg6Ug+p5HRq0XvggCAIz6W+4wD+mcHm8zrD03Ry/2HFz10xF97dgseoK4XItb1e10TPaztp8TjbhWTQYsPV9oX8SgpwrLzGLbkc3JkYT2mQxRn1svX80IrcQKKaa+7IIBLhPjQL+M6dO+PXX3+12n7lyhV07qxtntnXX3+Ne+65B+3bt4ePj49VUgCO4zB//ny0b98eQUFBGDp0KI4fP661yoQHI/Qm6+GhNcpopK0HqpZBCT3nf5KYJgjvwMy2ng02Oku8M9R0wo3gUXQ27hRecu3rV1JgJWqMuM63Xven3HGE31mqfyMemNcrv40YvX4Heg7CuDL7vN4DInLTKbQ6Wii5s3nRLOBPnz6NhoYGq+21tbUoLdXWub969Sr69u2LZcuWSX7+xhtvYMmSJVi2bBn279+PyMhIjBw5ElVVVVqrTXgAfiUFmjzq+XmlOLGlULMoN4LHXs+Qfrn5n+6aF6o00GKEticIwjNsPRM1WjvhWjrbJ/cfVsz4TbiPMUnRTju2u1cbECO0ncLvzYQz6wfJhdHba3v1aAet4l54TkfPL5V3wNkDUvZMu5Hbx1ZeBLX9X6M4rwj1+KotuHXrVv7/7du3IywsjH/f0NCAL7/8Ep06ddJ08vT0dKSnp0t+xnEcli5dipdffhn3338/AODDDz9E27Zt8cknn2D69OmazkWYm/rYJNUe9hNbCpEoWi5DemVU6/0al9aws5I6EpcxCPCwRHEk3AnC+Jjd1h//xb3rU5Nwdy1+JQWSAzSVuTnI/nUEL2YPbfgEkFkj3V62FZfpcr2TU6JQ5CR732h32/HRc3G5OQi9+VnjAFfjcnInthSiz5RArMorRYrKY2sRz7ZEcUJ4oOrEceJzC6+DmmvC9lVz7VwdXZJdcM6pA09yeGKf09NRLeDvu+8+AICPjw8mT55s8Zmfnx86deqEt956S7eKlZSU4OLFixbrzAYEBCA1NRV5eXmyRr22tha1tbfCQSorK3WrE+E+mPhjo4SJKsPOKOTb+GgR73KdNYIg9MGTbL2WgV8l0uMjVIkVEu/uw6+kAAjuC+Dmdfjp1mdhMT1QcbbITTXTRkJ4ILYV63/coqpafmoes7lCW5qfV4o+N8upFfBaSQgPxBt7zyr+TpiQl0LpNygn6J2BI6Je7C1n79WIdrXifkxSNM5rqBPNgTcnqkPob9y4gRs3biAmJgZlZWX8+xs3bqC2thbFxcW4++67davYxYsXAQBt27a12N62bVv+MykyMzMRFhbGv6KjXT+SReiLuAPGQr+ZERKG1fuVFCAuYxD/vqiqlp/fY7aHlJ7z4M2M3isEEAQhD9l6ZdzhHTMy7pr/ribsekxSNLILzqHLwP5Oq4ejIdz1sUkW09mcudpKUVWt7LRCqXnQ9bFJVgPmjnxfR5dl0yLKpeqpdt67q7AnkZ2apQSFnwvvLfG1ZG1NfSxzonkOfElJCdq0aeOMukji4+Nj8Z7jOKttQubOnYuKigr+de4cLfHiqdias2PmxByhqWlITomySEC3bs4mN9ZIPd4ysEAQnoyn2HrWaVU7z1augy8WD84UhYR9AwNy11hu0MUoERPCBHT22k9hfyg9PsLhgSalthH/RvQQxc4YCGKCXUq4qw2zt/dzteidjR6wvt/Z74INDsk5xQhzoTqEXsiXX36JL7/8kh+dF7JmzRpdKhYZGQmgcXS+Xbt2/PaysjKrkXohAQEBCAgwl6eVcD6VuTlOnWfmDPiH6s06m3lAgiAI82FWW98jJMCu56XaTrnQs+uMDrgZOVZeY5iM+wnhgbh2838zREwIPaMnthQCzz2mar+4jEHokVeKIzf/h/WiEaoQ/1ZYCDqbsqZ2XrlRBkTMgNSzgz1/9JwHH5qahnpdjkQYDc0e+AULFmDUqFH48ssv8csvv+Dy5csWL72IjY1FZGQkdu7cyW+rq6tDbm4uUlKcNUOHMANynnfhyLVUGW8bZdSaVVTNFANm6JWWprMnm6nSNaU8BgThesxq63u1CZQNCVUSmGo87yRQ3IvSAAsTwazMiS2FFqHEYTE9nFs5B2E2dY3OTgaxR1/u+EL77477XMvgjzvq50iEgPC+deeAkvBekHpGmm2aqbej2QO/cuVKZGVlYeLEiQ6fvLq6Gj/9dCvTSElJCY4cOYJWrVohJiYGs2bNwuuvv464uDjExcXh9ddfR7NmzTBhwgSHz014LqGpacjXGG6en1dquHlAt8Lq1rvkfEoeK7FHK3HJK5LlnBE+b7TrQhDegJltvdaMymrD5tm2bcVlvBceuBkGawJPr7NxlRe+8XrZFnFMLKXHR+BdJ9fJUeIyBgnz7qmisY+g3NdZN2cTsEGdR18LjoSQi7319tw3ahNLOoIrowrEXnd7lppzFOprmQvNHvi6ujrdPOAHDhxA//790b9/41yy2bNno3///njllUZx8MILL2DWrFmYMWMGBgwYgNLSUuzYsQMhISG6nJ8wN+KRZD3WsWQi1azzuKVGUGl9T4IgtGJmWx+qcpUSvegysL9bOtyEdWIuOYQ5C4yUyIwhvGfViEZm65VE15ikaMmBealoROFxnNE+zjgmW8OdImMIb0SzgJ82bRo++eQTXU4+dOhQcBxn9crKygLQmNRm/vz5uHDhAmpqapCbm4vevXvrcm7CvAiNj9qQHyZitYQICbPbuxMzhjUZod0IgrAfT7X1eniISTC4Pvu8GgHozAzuSughTrUujyoU3HrnYWD3ty077o7fgSvOqeV66vE8cWcejeSUKH7wyNummZodVSH0s2fP5v+/ceMGVq9ejV27dqFPnz7w8/OzKLtkyRJ9a0gQAsRLyAlHl/V4+EiJ5crcHJd7dLTCBiiUEvXZm9hJ72OIoQgBgjAGnmLrtYghZ3tjhULXKEnePA2WbK0yNwfo+hjf5sIwazMks7OH/LxSYNit92oG/Bv7M9ZT88T36qo5mzB9yjzZ40hlo7dXYDs6IKRXSL0RozO0kh4fgQ9u/q91YIgwD6oE/OHDlqND/fr1AwB8//33FtuVlnwhCHsRC+gTWwotxLr4vRSNidDcJxTrY5M0eQeE5W1lz3eFAFabwZ/EOEGYF0+w9X5nDgAJdykm2tQTFprtqQJRCnes/c4EmpTAqszNQdBNoSIlIBPCA7Gt2Pp4RkWqvnIIB9RP7j+saR6zrT6J2Va+ccW8eOG5HGFMUjTedbHnXdiPZjkXWN85NDWNIidNhqoQ+q+++krVa/fu3c6uL0F4dJhPfWySR4yYahHy4izzZEQId3L58mVMnDgRYWFhCAsLw8SJE3HlyhXV+0+fPh0+Pj5YunSp5OccxyE9PR0+Pj7YvHmzZJna2lr069cPPj4+OHLkiObvYC+eYOvrOw4AIG8n3CE+jXBuPRDXX+r7CLfp8X3VCDIleyPOTWBk4c5Q026O9IOYjZXra5jZC22G6zsmKdqqnif3H3Yoj8aYpGh+EFEc6cPuJ+pbWWJ2W695DjxBGA2pZcbszaZppCyczLgyQ+3oXHhHvpuwjZXqQUu+EWZnwoQJOHLkCHJycpCTk4MjR46ozsS+efNmFBQUoH379rJlli5datOD/cILLygeg5Dn+C+NnVVXTHtiHeY9z92u6P0zsyCyB2cMVCSEB8oKHGZ3hEKe2U2pyAgziDw1Ys5eQbbOxio9bA14IXrdw2q+l6f/XtLjI3Bb9XfurgYAy+dkaGoaQoeMcGNtXIvZbb3mZeTGjRsnWSEfHx8EBgaia9eumDBhAuLj4+2qEEF4M2wunxTOCGdzxpx2gjArRUVFyMnJwb59+5CU1Pg7/Mc//oHk5GQUFxcr2rXS0lLMnDkT27dvx9ixYyXLfPfdd1iyZAn279+Pdu3aSZbZtm0bduzYgQ0bNmDbtm2Ofyk7MbutdzSSSa3Ie3dSoqbjisWtu+fFs/rYqgcr544ogm3FZUgIj5HdLmfDEsID8fS6c3hhSAxf3tXi3RXnbJzGsUt1ebL56nH0+skNRlTm5qDLwBG6JLATD1LZmhpRH5sECAZ/KnNzEDRlntuSQLoDT7D1mj3wYWFh2L17Nw4dOsQb98OHD2P37t24fv06PvvsM/Tt2xfffvut5soQhFbkks7JfWYveoQeqe1Q6vUQdaY3XK49iqpqkZ9XSp54wulUVlZavGprHe+U5ufnIywsjDfoADB48GCEhYUhLy9Pdr8bN25g4sSJ+POf/4xevXpJlvntt9/wyCOPYNmyZYiMjJQs8/PPP+MPf/gDPvroIzRr1syxL+Mg3mDrHfH0vTAkhvek+ZUUICE8ULGjL3euY+U1/MvVOPOczhD8QqFi69qJw+qN7HW3NajjziUKhf0Re38vwv3cmXHdXuRyLzjCiS2Fmgf/pJCKMLHVX/UrKTB8YmYhdXV1utt7T7D1mgV8ZGQkJkyYgFOnTmHDhg3YuHEjTp48id///vfo0qULioqKMHnyZMyZM8euChGEHugRdn5iS6GuSdm0CnNXCHl7wupt7WPP6L5cHSkpnmdTf8NSwKh5nbxSh+rqan7eGntlZmY6XJ+LFy8iIsK6ox8REYGLFy/K7rd48WL4+vriT3/6k2yZZ599FikpKcjIyJD8nOM4TJkyBU888QQGDBigvfI64wm23tacbSlRp7SutJSX2tZyo67Mcq9lHyPMx1czpx6wX3wzG+ru76r2HlAqJyXipUSYcG681naTOr8zcvI4e0DCaEvNOYpwfrt4uxRql012dfTPict1mu19A8fh/fff193ee4Kt1yzgP/jgA8yaNQtNmtzatUmTJnj66aexevVq+Pj4YObMmVZZawnCFdgaedQiWPPzSrHmZuZ1V49WOiLenbFuvDNzA1A4H6GV4OBgVFRUWLzmzp0rW37+/Pnw8fFRfB04cACAdIZ1juNk57IdPHgQ77zzDrKysmTLbN26Fbt375ZNdgMA7777LiorKxW/hysxq63v1UZ7p5SJdi0df/aMducgo73i3QjoVQ9bnn53rg7ARJ671ks3yjxrOcw2192vpEDTfav0/eIyBlkJaFvRCWrvZeYQEffbzOR1FzJt2jTV9t6bbL1mAX/9+nX8+OOPVtt//PFHNDQ0AAACAwMNvcwMYW6Eo4vCB5SjHSlPyW4vJ7bFXm5728tT2okwN6GhoRavgAD5gauZM2eiqKhI8dW7d29ERkbi559/ttq/vLwcbdu2lTz2N998g7KyMsTExMDX1xe+vr44c+YMnnvuOXTq1AkAsHv3bpw8eRItWrTgywDA+PHjMXToUL7Mvn37EBAQAF9fX3Tt2hUAMGDAAEyePNmBlrIPs9r67x/9naby9oqrg7MXWryXGnQ1kkCxJTwcEdSOfE89BxQ8ceqWnLeaiTE2YC8WZ0JxKHUM4UB/j5AAybbrERKg+frYuhfYsovuwshTKaQQi3Y1Ip45RTylr+bv76/a3nuTrdecxG7ixIl4/PHH8dJLL2HgwIHw8fFBYWEhXn/9dUyaNAkAkJubKzs3gPA+lBKz2YsW8cknassr1eRJVrv2uTPRc9kPoaebGe+4jEGAiu8oZdwrc3NsjuiqKSOumxhPMUKE+2jTpg3atGljs1xycjIqKipQWFiIQYMa77uCggJUVFQgJSVFcp+JEydixAjLzL2jR4/GxIkT8dhjjwEAXnzxRUybNs2iTEJCAt5++23cc889AID/9//+H1599VX+8/Pnz2P06NH47LPPLObpuQqz2vp/fnkaUldKb89zfl4pfx61ni1nJTQ7Vl6jKhxWrYiXW4bKXoT1c1YEQEJ4IMQzVytzc4Cuj/HvXSnetA5qSLWLnHgXiu/klCh8evN/pWR24oS1wr5QckqUpI2ftHgcflKos9p11125Prutegj/irFVx8rcHGBsX4ttcvezMPpCfNyE8ED4paahXlWt1ZMeH4EPBO9DnXAOo+NNtl6zgH/77bfRtm1bvPHGG/zoRdu2bfHss8/yc+FGjRqFtDRzhmoQzsUeMX9iSyESHQj90RKinZ9Xirib01bW6CjeHQmJVztYwYy6Gi+E1pB4pTZkgwziTqwegw8k3glX0qNHD6SlpeEPf/gDVq1aBQD44x//iLvvvtsiK2337t2RmZmJcePGoXXr1mjdurXFcfz8/BAZGcnvExkZKZnMJiYmBrGxsfz/QoKDgwEAXbp0QYcOHfT7kioxs61XK2gdJSE8EEcVPmcCzBVh3GqzybsLR4V7ow2VzuashNE9rlLtYquthPY7LmMQ8Cuzt5biQhglosUhkRAeCFTbHphKCA/EtmJVh3Q5Rhk0cBaOPlOE/XBvFPqeYOs1h9A3bdoUL7/8Mi5cuIArV67gypUruHDhAl566SU0bdqUr5w7OhyEsdE7KZua8Hmx8JQTt3KC1hnzybWi50CCs3Fme+kZjUAQcnz88cdISEjAqFGjMGrUKPTp0wcfffSRRZni4mJUVFS4qYaugWy9ehyJMBOKDC0iV66sPYJQqrxR5soLYQMiUp5ppfomhAfyAxuNotNS2KXHR/BLzRkBW4MwUgPbTGzLiW7xPrYGxytzc5ySwM6VaBm8caXYl3NkVZwt0vU89bFJXrU0nFbMbus1e+CFhIaG6lUPwkMRPzwqc3MQ5CKjYE8IvFjwmznBmrPqfmJLoazxN3N7EQQAtGrVCv/85z8Vy3Acp/j56dOnbZ7H1jE6depks4yrMJOtn/fWeLiiKz5p8TiL9/WxSYBARKoRBKyM1tB6teJaj0gEdwt5YbvIeR2nju4MoNH+SAe/NqLUFvZ6+KXQknVe6rpfy1oAsTddjtDUNGDjdf69MMxb6LBoFPbrLfZl/bO4jEHIz9tk8dmJLYXoM0X53H4lBUiP76v6+0q1v7OmlTgDWxEJ7LtoGQzoMrC/05bWE/a/bTlXjpXX4Dan1MK4mN3Wq/LA33bbbbh8+TIAoH///rjttttkXwQhxJUjuLZCx9WGjeu9fJy70VNUF1XVOiUioEdIAG9gPKntCcJMeIKtD3r0Racen4mQoCnzALh2mo9az7hRPehyiOsqFEDC/+XmhEtl9Ga4akqBVg+uUvm5M9bLfsaQ61sxkelXUmDR57GnL6b3PeROb7C9897VIhyMs4Wj/WK14fPiKRSEZ6HKA5+RkcFn/LvvvvucWR/Cw9DjgS3uIBVV1SJZ4T0zYHGAVYI2NV554UAAG9k3KkKxyxL1ueq8Sh1Xe40FiXeCcB+eZOudKWATwgNV5XPRMk/VmQnunE12wTm3e1HV9jXkPO31sUlA6Vmda2WJXmJRjXeckbn8YaT/qs0bC1gmaZRDKqmbLcYkRTt9HXghch5xPX9vjlzXMUnRyEbjEnJhMT007y/8fuJ65OeVIvHm/2u2n+L/Z88t4T2REB6I+vAk1FdWaq4D4R5UCfh58+ZJ/k8Qnk5cxiC3rp3pTEErTNinlTXbTyFTZ8+TnOi3NbcPcM5KBwThbZCt145SAigp8SAUDtkF59y6TrmeODsUWpikTarNpJ7/WoSuXgMdcmJRT9ZsP4WlNupwW9Qt50dje13QtQ5y6HEP6H0f6XU88TQZR2DTW1jd3nVCGH1yShRfZ6M7owjtaE5iBwBXrlzB+++/j7lz5+LSpUsAgEOHDqG01PPW4CSMgSMJzNRkZxd7k40SbiQXrq6HsDfafHV2fSjzPEEYA0+w9c4IJ1d7PKNmhHcW7sr6rXWQ3d3RAq4iNDWN7yuwAY4eIQGq+jdq+gf29ENY23tChng9vkNCeKBkAkU95sVL9aXI0eE5aBbwR48eRbdu3bB48WK8+eabuHLlCgBg06ZNmDt3rt71IzwEYaiOXKibHuH2SoZcrWAtqqrlH3zu9L6LyVz+sKpyar6nmqXmCILwXsjW64OWubdKgsAMc9odEcZqvp/Y8650PncMBNsr6LYVl2FbcRnOjxqtSz2U2kXYv3H0HPb2I9wddWLEwYOnZ97L/2+PeJcaBBD2X6WuFYl5c6NZwM+ePRtTpkzBiRMnEBh4a3Q5PT0dX3/9ta6VIzwH9qCQEsT2CndnilAjCHepqAO9Quq1eN+1Lg1nz1JyySlRhol6IAiCbL0SQs+6VCfYlkAwi1BXUxe5hHN6I7TJagYKjGDDjYAasW5vW2mN4qvMzTFsVIqae4r9HpxxnzsaFXItawHS3npS9nOpa0VLzJkbzQJ+//79mD59utX2qKgoXLx4UZdKEZ6LmdbyVuvxdgZmaichjqwDLzUgwzoWatqDjBFB6Icn2HpnCkpb3ivWIRfOc3UUo4ofWziyzJgabF0LJdtg77VxZSI2Odj3/vb+xnRWY5KirdpCTpy7I2HsiS2FN5fIcz9GmEYhTiIH2BedkF1wDnNnrFe1QpDSb4H6UOZCs4APDAxEpUSWwuLiYoSHh+tSKcJzqI9NsjIolbk5Vg8KLQ8OOZGoxoMblzFIcn8pY+auEXw5scrqKP7rbORG2eXaxxFPupy3QM2yOgRB6IdZbf3xX4zjwfYrKVC0bWo76+7yymsR1K4UtFL1sqeN7B0w0PO7bisuc/h4T/WaYvE+r/dg/n+pwY11czZZDZgzu+3IILwt8vNKPW6lGUcGCaWujXhggd0bjtwj4jqSUPcMNAv4jIwMLFy4EPX1jXlXfXx8cPbsWbz44osYP3687hUkzI8eDwtHHvpyAlRvQ1WZm6Or59yZhk7vjKRMzLNOgJbpDcLrYO93NmvEAkEYFbL11mhJiMfEYWVuDm6r/k6yTHp8hKQn0Ehh9GoYkxSty7xmpb5CfWySJq+plDgSH39WM+3Ldukp3oXHcnT+u9AGFlXV4uDshRbrgIsR94uYzXbmVLaiqlqs2X6Kv47u8oLbc1696yo1eJT97jTp7Q7cc0fHjdVU3u/MAbvPRbgWzQL+zTffRHl5OSIiInDt2jWkpqaia9euCAkJwWuvveaMOhImR+9EGWIDIyfElTzocvvIbVcS5+LPHBGTbF97hawzM8s7c2QecLzjoNRZIQhCG2Tr9UUoALILzhkiBFtvxN/JHu+kUMCI92fTEfxKClQLKnd4G9n1Fb7sxdbAiLB/JTyPvYnqtOzn7D6BHI5OjTFCEjup+7LrF4s1H8fWd0lc8gr/vzhSQ4hRpjYQ6tEs4ENDQ7F3715s2LABixYtwsyZM5GdnY3c3Fw0b97cGXUkPBTxA8wZXlS1BoaNPksJYG/y7iq1l5pQendk/mX30Zrtpyg0jCB0gmy9fjAbIiU6lcK4pTz+CeGBLpsLr2ckgBrRpNbW2mOT5WyDUacJaCU0NQ39/jrNYpvUnOgeIQGYtHicxXvxcdSidtDdCILZFq7OLyF0OLCpNmyqYPa70+R2a/xcw32o1oFG0xTNh13rwAPAXXfdheeffx4vvPACRowYoWedCC/FGXPOhYZKCbWeaz3EvBEGBOSSndiTVdZRKPs8QRgXsvWOIxdRZdakdO7CngFaI9hbdyDuT7HpAtN/PqLY16qPTbIYuGHiW2rwydaAPVseT4zwvtcamm6GwQA5HA3DF0ZzqI3ssGeaCGEOfO3Z6csvv8SXX36JsrIy3Lhxw+KzNWvW6FIxwvOpzM1BkIrRwdDUNGBLoawh1ioAk1Oi3LYOOvsO7K+UIWWdPTOu1c6uFUEQ5sestn5bcZkhskwz8vNKkSJ4PyYp2mb9pLzfx8prvE70C9upMjcHCVOScHRLIXy0Te3lqY9NAtyQYyC74Jzu65/7lRRYeViFc56Zd/3pn9ZirmAfIWzQPjklCuIeVl7vwcCGrbLnl+q/sN+eVqGdEB7ottwP24rLkBBuvY66MxEOftTHJsGvpED33ERaB6/qY5OAY7t1rQPhPDR74BcsWIBRo0bhyy+/xC+//ILLly9bvAjCVQiFu56h21oeolpC/qTKeqJ3ID+vVJMn35Fr51dSYHc4JYXbE4Q8nmLrXe2xE59Pa2SZmT2MzsSvpMBmbhh3zclWi9Bjml1wDif3H+bfC5etZf8rCX7hnOWpozvzdpBF11Xm5vB9JGF49FO9pkjmixFG5TniIQds38O2chh48m/ghSEx8CspwLo5m5xyfGH/VWtYPHnrzYVmD/zKlSuRlZWFiRMnOqM+hIcTmppmIWb1FFFyQrBHSIAqQak2cVxlbo7blpgzGie2FCLx5jVlbWJvIr38vFLZaAo1HTOtnbf62CQ01bQHQXgPZOv1QW6A0RFPutmy1KslNDUN9Qqf5+eVos/Nv9N18tjaewx7velyYc+N9nP9rf83Xlf02s+dsR5Lf5sHQJiozPF5zEKvvq3oxvrYJGzbe1b1sYV9MXuiZPQQ9uwY7vD4f9CxP5b+VoTK3BzJfhLrwzrybEhc8grWKCSrE8O8/4T50OyBr6urQ0pKiu2CBCGBq8Wv1LnYQ1JsnIwSVi/EiB4FNsK7bPB05OeV6h5FIHXNpDoSUkZH7xUPCMJbIVuvD+KBYaFooY6zNoqqalW1mZQAEtoGW0LQ1txivUPhHUXK7s2dsV42182a7ad4Oy70/IsF9Zrtp2yKSS0inNlxqT6DFjHtqukxzjqPlGd82eDpuvSNqQ/kPWgW8NOmTcMnn3zijLoQXoAeDyhnZTrX4jlWWlbOnu9oa/k4Iwr5oqpapy5bJ0TqmovXuaVkeAShH55u6x3x5snNT2eIBaDaAUiz4iyhw46bEB5otc65HHKC09721roUnFQ5Yai8HELh5UoRNnfGelVLsOrh/XbHKjW2cEYUgPgeSI+PsNj23vEsq32Kqmoduu7vHc+SPK6Y+tgk/jwk9s2NKgE/e/Zs/lVbW4slS5YgNTUVTz/9tMVns2fPdnZ9CQ9Cq9CVE7dxGYP4YwkfTgxh50lNmLzRjEyPkADdxaneyVIcwd5BHRYxwa6p0a4bYU5ee+01pKSkoFmzZmjRooWqfebPn4/u3bujefPmaNmyJUaMGIGCAkvBMH36dHTp0gVBQUEIDw9HRkYGfvzxR4sy9957L2JiYhAYGIh27dph4sSJOH/+vF5fzSaeautZp5tlxdZrjq0ar6HSc4k60NaIhbaacGJ2HZid9CspULw250eNtrt+9nrfT+4/bCHk1Yh6W6xq289qm9rBfqF3nv1vT+i2veHeTDi7e7672giD26q/ky2jZnBHy33jSYN7Rsbstl6VgD98+DD/+u6779CvXz80adIE33//vcVnR44c0XRyglCLGnGmdf1SuWOyefr2IFUHR0PMneFZdobY1SOUXm4aA+UcIFxFXV0dfve73+HJJ59UvU+3bt2wbNkyHDt2DHv37kWnTp0watQolJeX82USExOxdu1aFBUVYfv27eA4DqNGjUJDQwNfZtiwYfjXv/6F4uJibNiwASdPnsQDDzyg6/dTwttsvavEgzcMLqbHR7gttFwowow+tUos5AFt4k5YVhiJsGzwdM11eUo0V5q1nZZwdi1iU2jH3ZFc0p5zsrn6etxDco4T1obsr9ZzjUmKtnBeqfHEE+a39aqS2H311VeaDkoQtggVJT5zJnEZgwDBaLPQCy+V4E44J92Z9VPyHLtiPr69YflGWt5uzfZT6BESgLgMd9eE8BQWLGjM7pyVlaV6nwkTJli8X7JkCT744AMcPXoUw4cPBwD88Y9/5D/v1KkTXn31VfTt2xenT59Gly5dAADPPvssX6Zjx4548cUXcd9996G+vh5+fn72fiXVeKOtV1rnWi1ak2Glx0cA1RcAsE57O7vPbWT0DK3XEj1XmZsDjO2r+tjihGpjkqJVh8y7CnGdhH0Xv5IC/v9Ji8dpzj7OODh7IdZsP4XHz6iPDniq1xS037Fd03lObCkEnntMa/XsRri0nb3L+c1q1kOxXdhxle6bNdtPYalom3AARLi08rn1MzH0rW8119MeLKZvdBzgknMaAbPbes1z4AnCbAgNf35eqdO8IfaK/RNbCvmXEGfP6Z60eJxd+2md966UL8CV0NJxhCuoq6vD6tWrERYWhr59pUXE1atXsXbtWsTGxiI6WrozeenSJXz88cdISUlxiXj3JJyx9JXYgycl2uWOIbYNWsKO1ZzXDKi9JmpshdLgc2Vujl1LdDnTI9xlYH9V5Wx5TpnwnDq6M2buWwXAeukvW/0QpelzSqH0aW9Zeinl2ktJwKr1LDs7SV16fITV70jL71kONYM+x8prrCIfGHo5jOpjk7D0tyJdjkXI425bTwKeMAT1sUl2iTxPD010hohnnR9nrUPqaMI9tfcBaxtKXuedVFZWWrxqa12TUFGOzz//HMHBwQgMDMTbb7+NnTt3ok2bNhZlli9fjuDgYAQHByMnJwc7d+6Ev7+/RZk5c+agefPmaN26Nc6ePYstW7a48muYnsLBw3U9niNz5vVIFpUeH+GyrNtaUNMujiyHJUYY+SX3zBcuZZoQHuj0/oG7ro1UFJyzE92u2X7KSqDKDSYpCdmpozu7LYovu+CcLrkH7EU8eMIcCqzPI5wGoXagzojPBr2pq6szlL03iq0nAU+YFi3GmRk35j1Wa0Cc5Tm2FQ5ojyh1V6Z64UCAUnvZaktXZrUnjEFtww2LxGJqXnlnLqO6uhphYWEWr8zMTNnzzJ8/Hz4+PoqvAwcOOPRdhg0bhiNHjiAvLw9paWl48MEHUVZmKXAeffRRHD58GLm5uYiLi8ODDz6ImhrLjtqf//xnHD58GDt27EDTpk0xadIkcBznUN28ieLqOrv3tUeoizvawhBdpYgfOVFvtg65XH31FO9C1A6G+JUUIGjKPNn98noPVvRGu2I+v5RnXk2CWbGdfKrXFN4jL+fdZf0DuaXl5BB7+PWYWmCPnXdmhITSb86R36N438Qlr1iVqczN4ac8CNvFWb8fd7L39K+a7f31Bg7vv/++anvvTbbe0AJe6kJERka6u1qEQVFr2IXiWU/vrT1iPz+vVLfRaK1GUa/vLj6vqzzi4gEcLeFnRkpqRGgnODgYFRUVFq+5c+fKlp85cyaKiooUX71793aoTs2bN0fXrl0xePBgfPDBB/D19cUHH3xgUSYsLAxxcXG488478Z///Ac//vgjNm2yjIRp06YNunXrhpEjR2L9+vXIzs7Gvn37HKqbGXC2vVcrAITl7BUNrOOux3NGydOtl6gRZunXC0emK9kSTUqD98y+s6XR5OxCUVWtpKByBDlxy7y+FWdthzWzOo1JiuYHEcSDCfYM1jOBrwaxaLcHW0L/6Z/W8iLV2QntnD0opnawR+p5IM7JJGTPc7c7VjEbmGVK4bRp01Tbe2+y9aqS2LmTXr16YdeuXfz7pk2burE2hDNwtJNjS7jFZQxCfp5zwsVtIRT1Yq+7u5PBOSu8UJw0UIieiQEbj2Nfsh7C/ISGhqou26ZNG6sQN2fDcZzNMD9bZdhovLunB7gKPez9vLfGw1E5oCQoxAnPpNDiPavMzQG6Kif0Ujqfmvoo7Ws01NiH0NQ01Etsr49N4j3M+Xml6GPjOPWxSYCTcgrYE6pdH5ukSlRJDdbLed71ID0+Ah/YLqYK4fKvcVgge+9L3dcsEZ0eJIQHKoapuyoSRqofeKy8BgnhgTbvBbUDB1LXjw3SmGGuvL+/v2p770223tAeeADw9fVFZGQk/woPD3d3lQidYIbaHaOAQi+xnqHncl54WyHz7hbzrkSqjewdTFC6dmYZXSaMxdmzZ3HkyBGcPXsWDQ0NOHLkCI4cOYLq6mq+TPfu3fnR9KtXr+Kll17Cvn37cObMGRw6dAjTpk3D//73P/zud78DAJw6dQqZmZk4ePAgzp49i/z8fDz44IMICgrCmDFjAACFhYVYtmwZjhw5gjNnzuCrr77ChAkT0KVLFyQnJ7u+IdyAHvY+dMgI/n/mBTRaRnExRgqbd2TOv57fIyE80GIgRGiztQ7627s8lz1ILROnBWfU8b3jWaiPTbJ7eTHxgJTa35NUOXYd12w/ZXe2fEdQm1Awr/dgp9VB2G+RGoxxRvi8mqkZ3obZbb3hBfyJEyfQvn17xMbG4uGHH8apU8rzd2pra62SHRDmRSzC7PHehqamWTwk5cSyViEvlTneFkYR6qwdtdZfDr2Oo5XklCiPT2RIuJZXXnkF/fv3x7x581BdXY3+/fujf//+FvPmiouLUVFRAaDRS/zjjz9i/Pjx6NatG+6++26Ul5fjm2++Qa9evQAAgYGB+OabbzBmzBh07doVDz74IJo3b468vDxERDSKnqCgIGzcuBHDhw9HfHw8pk6dit69eyM3NxcBAe7Jb+FqtNh7OVt/+KXFrqquFUywMM+eX0mBQxFHTEibfT6snp5Thq0kX2yVFWevgOKuKAY2RcDZ+wD6DoY7Om3BnkEi8e/H1u8pPT6C7zMmhAeC++N4m+fQkjOBHVt8bzpr+qErEjqaEbPbekOH0CclJWHdunXo1q0bfv75Z7z66qtISUnB8ePH0bp1a8l9MjMz+bX9CHMhDotTMhp6PYwaj1OIou2nkJwSBWf6uYwi3p1hJBqX57v13l0J9QjCUbKysmyuCytMNBMYGIiNGzcqlm/fvj2ys7MVyyQkJGD37t2q6+lpaLX3crb+n1+ehnDBK6EX3hWJybwVWyHJYqRCpFkIuR4DFsIEds5CKN7ZfdZlYH+3ZjqXwlGvvjA7uqO4Ov/MtuIyJITHAIDNddoZ4vtPa+I/e58ziUte4fvAx8prkBCbBEB5LXgjToMxC2a39Yb2wKenp2P8+PFISEjAiBEj8MUXXwAAPvzwQ9l95s6da5Ho4Nw5Y4fOEeoITU3jRbu+c6hvEZcxSNdRSja6KjX3XSjmHc28boSR1aKqWqclB5SCDe4Y4bsTBOE4Wu29WlvvLtEuHoBW09GW8y7KDWYbKfReL5Q85loGhlmbie28O6dWhcXcSg6nNpRbT7QKUQbro7hzAEzqXtciXoVlpe4BsWhn95oz7hd2bHHfsD42SdMgmJapQaGpaeRY8TAMLeDFNG/eHAkJCThx4oRsmYCAAISGhlq8CO/CFQbaXSHjcjgiZLU+1OXKCzsHrhDWeibEIwjCWNiy93ra+uyCc06bJ6+1U85wt2dNy4CDq0L8tQwMs6RuYo+vM5O9uRJ7I/oylz9s9znPjxpt975yqBmEEt+L9txv6fERSI+PkB2EEP9GJy0ep/sqD1r3see5QXgPphLwtbW1KCoqQrt27dxdFcJJSIlvLSFX9iSrcbcX19WjoloMvzjxSY+QALu960o5AxwR4kYbTCEIwnH0sPdqPIZC4e6IiGeddFd6KR0RzmJR4e4BAyOg171ASKOHIHXVYBFLsOeMAR+Wn0GpLya+/4TLCtqLo9GehLEwtIB//vnnkZubi5KSEhQUFOCBBx5AZWUlJk+e7O6qEQ4iFth+JQVOTzYjROrB6W5vrp5rwttC2NbJKVGqBxH0Co135bUmCML46GXv571lO+GUvbBOtRaxa09EmKeJ6YTwQJueVmd851Vt+8l+Zo8nWq2A6jKwv2yIvNJnWrBXjOk94O2M7OZ63gvC+86eZHYMZ3xPqWuot+d96ujOss8g9htgvxNHojMI12NoAf+///0PjzzyCOLj43H//ffD398f+/btQ8eOHd1dNcIOXJ28RAt6e8G1ClSxMBYLeWdECdhjyPXOEyBEj2vgV1JAy8cRhAnRy94Ll5GzB709r862e/bMg9dTIGnxiKo9r17PcCWR64okd0LEwt1die60OAnULDvnaFZ5e3H1Uod6fs91czZJbj9WXsM/f5xxf4j7WOI+IEUzmgtDC/j169fj/PnzqKurQ2lpKTZs2ICePXu6u1qEk5DzgKs15mrLFVXVGjqUiBlYV3nj8/NKJdtD+LBXK67lDIBwu5KR6BESoNqICMu5O3qCIAjHcKa9H5MU7XCHWKuwZ4O4QrskJXbVPu+cGTrsjHBxPQcu/EoKHLKHrC5q+gj25kNQ8s67I2GdFJnLH3Z630dLmLdRkqrJ/bac9ZuTuwbbist0F+7C3ETi84qTGhplpSRCHYYW8AThbJjw0yM03FZHzNFzCD3fenjBpTLSCg2quL6OGNs1209hzfZTigaCnU9tplwyNgRBiKnvOMBmGb0Eq5IXkM2hFQrZo+PGIiE8UBcPs17iwlVzvR2pLxsMyc8rVQwvdmbSLzXCVFxGb+HOErFp5VpW43KLjg50v3c8y+o72hqoUbq/Zu5b5VB99ET8Wxb3d/QckJLqS/UICUB2wTlUnC0CAP6vHudidZfrw7G+l7NXDyL0hQQ84VLUPAS1dG60GiSjjPiqxRWh9AypBHXC8wk/k2tHW6JaafRf63djx3J3EkKCIMyDLcFqS6hpEbxieyd+Prpjuo/U2uVqyrqTE1sKZecLq8WetrY3cZgeCcf0xKih0WpFsXDQwt7fjHDgTHxeqYEfvSIVthWXWf3OpITypMXjeO+7M353lbk5fPI8OagvZS5IwBMux96RTEdGj9UId7MkVmMPWfHD1tZ3FH4uZdCVRl/1DrszaoeCIAjPxZH5pWJBpncn291rurO2MVL2dSa47F2/XIiw37H0N23eTUfEuFIyOyHOih44Vl6je7SauD1cde/aE8Uh3MeVeZi0tsncGetRvuXPqDu8BtkF51B3eI1VGaXfptz9I+zXsaggOWgqorkgAU94BbZGHvVGy4NQr7AlNR5yoFGM22PQ5bzxeqLlOtmTFdbIiRQJgnAvzvaaCp9vTJza8nppFQJKAwu2Bh20indbgupYeY1q0aXme8rZByOsl+2OARg1NjAhPNBiAF6pb6BXpnW1v6NZzXqoKndb9XeOVEeSY+U1sue318uvV+SF1ACjvQNr7PkilTiP3QvC/qDfmQN2nYdwPSTgCUPhKi+42IjZGzqktJ+UiDfaHKM120/J1snZ4VTiay1uL1v3glz9zBJJQRCEa2EdY6n5pVrnOGuZj8xErD2Zz9m+zhCpTHDYKzzsqZNwEEFqQEFp8Ju1n71tYcs26DmAkx4f4fQBISa81GSLZygtG6tHpIMrcOS34Kp15JWw1beyd/67VLsoed3FkZXk4DAXJOAJw1CZm8OPEuo9NzA0NU3X+e9SD2C1gjc5JcripXc95BA+rJ2diVZNBIJUGL14lFiqw2Xr3pALzyfjRBDeidB7xUT8qy8sxqsvLHbZcl6OhKY769mVHh+BF4bE4IUhMbKC09OmCqjFlviWG8AZkxRtsd3RQRIltNrxytwcTSLdXTbTHfeInue0dSy5ZeTk0OO+UbpXhJEtapKAEsaABDxhWKSMh6PeVSnBbO+8H60eanvXUHfUE65m4EKpjCMDH3JiOj+vVLd5eVLXj9aCJwgCsBbOjmZ3dqQzfS1rAfxKCizsmC37o+ezjIlO9pLyRmr5fra8mUbwdtqD1mssJ9jsFYVyHmZ7BlNYBnrA/twzmcsftshm7kq2FZdJnpe1rb0DTAnhgchc/jCAWyH6T/+01uqa6TWtwFWDEkrRCWZL4kwoQwKecCvijowtj7Qjyc+Ex3Z1KLveS8DZQmoJOLUPb3G5oqpa1fuqaVc1S8mpQW4Um5aXIwhCjDBpWFiM5dxXV2UMZ+GsageNnd3pDwwK4l/2nE9rKLPU8cUCrD42ie8XVObm8AMYUjZIr/YRetPV3AvC89qqg7sjDoQh1Pl5pegREqDZcx+amqbLkm96DOjoNYhwrLyGn5JxcPZCANLh5o5OKxAOIIp/L3L9KqkEdlpg5xEPPti67uT4MBck4AlDkbjkFcnt7KFtrzirzM3hj+3MUUipjhkT7KGpafznzhDxwrZh/7Ol4YqqalWLY6k5cnIPfluj0/l5pVZC25YRYedWO1hDc94JglADE/Hn1s9UVV7ssbaFWPzZ6hALn11CcSM+n5aOtb2CMSE8UJPAkvPgyyEUL7dVf4cXhsQolmEwcaU2wamSfXdFlm1nC3Ylj7Mab7Gj0+fsXYveGe1yftRo2c9s3ZvixHis/G3V3/H9zaPjxgJw3As/Jinaoj6TFo9T3Q99d1KiQ+dmsGgDIawOlH3enJCAJwyLuNNSmZtjIULteei4ep1LpTo6sy5iI63WWLA6qe0sqfkOUh0GqW3MaLJrbM/IN4l5giCUEHvfxSgJdq0iRM+QYyVBIhZ1asKKB8a0tHgfGBSEY+U1/HdUM2dfz1BvKU5sKeTtgNoEgEpJ2oxgH5wZ7WHLZjK7q6Y/oCUxnrNwxnrotlg2eDr/P2tPOceSFoS/FeG9bCs6Uq82kMoDxaIqKD+QOSEBT7gMe8JzhA+WE1sKVYtepXPpHT6vNaxf7cBDUVWt05PNqWHq6M6qs/YLt9s73UEPY0kQBAE4RzDZEvIfdJRe+xuwtmmAtTgXesOF5aU681LC3t1h23pwdNxYuyPujLbaixacsdqA0H7b6012p8g7Om6s7ACWkhdeCeH3EQ58KDkXtGJrxQVbyYwTwgMVf8u2nm3sex0rr7FygAHGGNAi7IcEPOEy9DAAWrzuSufT0/ut5lhy9XZ2RAAzRrYGAoQPdmHIv/C9GGFIlpY59kqIzyU3z52FVRIEQYhR47Wy5Yl3BULhoCTchB1tue/Gttvjfbe1XW9PqNq+gBEGsNWyrbjMZQMnWkX4zH2reKdGfl6pLgMcjnxXrd79Ppu+4P93xjxtcd+Fhc5LfaYXUn0uMY4M5hwrr7FZd6GT5b3jWeSJNxkk4AlT4FdSYPGQc2TOjrOSnMnVSbjdmQ9ItUaZPdSFD3dbbaI2pN5eWLuI21CuAydXX5rLRTjC6dOn8fjjjyM2NhZBQUHo0qUL5s2bh7q6Otl96uvrMWfOHCQkJKB58+Zo3749Jk2ahPPnz/NlLl26hKeffhrx8fFo1qwZYmJi8Kc//QkVFRUOnZtQh9BTxebBdxnYX1LE2xKrShnHlbyBY5KiMXV0Z0kBIhQM7oZ5/bRGLtgSG1qmAGiJthOTuOQV2X3tsQ/i62326IaiqlrNbWtPv2VMUjT6/XUa+v11ms2yWrzowsH7HiEBumSJF/czbHnk1aB20MsRJ46aaS49QgJU56rwpiR2nmDrScATpsHs4kyLEXSW50Fo7NhcQT2iAKRCs7TOYT86biye6jVF8rPK3BzV4V5mDp8k3MuPP/6IGzduYNWqVTh+/DjefvttrFy5Ei+99JLsPr/99hsOHTqEv/71rzh06BA2btyI//u//8O9997Llzl//jzOnz+PN998E8eOHUNWVhZycnLw+OOPO3RuQj3OzjTP/XE8AGWBp8cUMDMh/B5avlN+Xqnd9r4+Nkl2vnxlbo6iV5JdOy2JC82ClqULnU19bBLeO57l8Dz75JQoC++8EdHjuaNGqMvB+kNSUxqFjhDh3H9vwBNsva/2r00Q+uEqQyI8j7cLvOSUKBTdFNesLdydFwCwTsAzdXRnfhs7XiJdR8KJpKWlIS3t1j3WuXNnFBcXY8WKFXjzzTcl9wkLC8POnTsttr377rsYNGgQzp49i5iYGPTu3RsbNmzgP+/SpQtee+01/P73v8f169fh6+tr17kJ+xmTFI3sm/9nF5xrfH+zo+ws4Raamob62CQLMVsfm4S4jEH4ySln1E7jknL6zMOuzM1B0M2B6/rYJEBlSHBRVa0u06TEmbdDU9NQVGW9VJgQpWsv95mWKQaOiDGG2FaqGdzWapNdGU5tK9Tbr6TAYiWiFJ3Oy47LHBusHkIHirhu6fERNq+3rc+PlddYTFW0VzzbGhywFaYv/LyoqraxjSsr7aqL2fAEW08eeMLQGNETITXooDQQsWzwdN74yH0fZ4X1Cz3ursrAH5qapsv3EdZX6ni03rt3U1lZafGqrXVO1EpFRQVatWqleR8fHx+0aNFCsUxoaCh8feXH0e05N9GIrbBRtoyZHss0sXO9dzzLankqIUJRJE5mp1RfW+JLy7rkzkaPtb71OveJLYWG7EOIEV4zvduP9QHURsTpNec7bPy9tgvdZOa+VXwEixRygzmOJrxlx1XqG7FM7c6A9RuLqmoll3lTey/IDQqJp50K+6mZyx92+apM9lJXV+cSe282W08eeMLrcPVDSy4c3t4s7eJjyH0fKUMclzHI5nlbPrkIl1e86FC9hF5+MVNHd3ZYfKvxvgu9P4Qxqa1r0OyRqv7fz6iurkZYWJjF9nnz5mH+/Pk61g44efIk3n33Xbz11luq96mpqcGLL76ICRMmIDQ0VLLMr7/+ir/97W+YPl3e82LPuQllhF529j4hPBAn9x9GNoCT+w8DALYJPFtiQSxMVsb+v5a1gP+ceUO1CCFbNkkPm5UQHohj5TWyieqECMs8ve6g5jBg1j6hqWmo11ZNXVmz/RQweyH6bPrCaULeHUudiZFL9gpIi1yhx34ldxpP+HRCj5AA2ZVvhB5wtUxaPA7r5myS7f8II1GkolCEnm65+9/RKIHEJa/gUHkNbktNA0oKkJwSZdU3OXjz/tEbFo0DND4r7IlGZZFDcsydsZ4fGBBH/rDzufL3+c3Rn9GsrJmmfeobbuD999/HypUrLbbrbe/NaOvJA08YEltznutjk2w+vKUMtppEc1LbtD5ctczZ1oKS+BYbHjUi15611rXgrLn8cRmDTDN6TOhPcHAwKioqLF5z586VLT9//nz4+Pgovg4cOGCxz/nz55GWlobf/e53mDbNdiImoDHJzcMPP4wbN25g+fLlkmUqKysxduxY9OzZE/PmSc/VtefcxC1eGBJj8fwXinBxh9evpADZ707Dyf2HUXG2CBVni/Dusq3ILjiH7IJzqgQaW69c+MwXPvuEAl9ufzFS9otFDZgFWzZQKVpAKDylvJOAsnhmAyhCu2hrDry9KA1Cqrl/HPW6s3tNbUI3JviFCW3VJKqVGwTp+sViq21BU+bJepYZ4j6ccPlERnbBOYvfh1Sfwp72Ew9KVObmIC5jEH98qfvHEYT3uvieSE6JctqUBbm+a2Vujmmyzk+bNk21vfcmW08CnjAclbk5WDdnk2SnRi9RbO/ce7Xh81Ij4sz4uWLtTWEnxR6h2/LJRXpWh0ecNE+pLfSIUCA8l9DQUItXQIB8x3zmzJkoKipSfPXu3Zsvf/78eQwbNgzJyclYvXq1qvrU19fjwQcfRElJCXbu3Ck5Il9VVYW0tDQEBwdj06ZN8PPzsypjz7kJeWyFlLNnUMXZIn5bxdkinNx/mPfIM4RLtYk74T1CAvhnlnhZzbkzLOddO9pxttfrq8b7Li4rjlrQAmsPofCztQweQ9hGLCmdM9ZIdwStc6GV2pFFSNjzHZlwVys2mUhlov2ZymKH8hGJ72+GPZ5lqUECYZ9BrwEYYVh+fWySxW8X0D8/kPBeYPeBK6Z3iAcphJhhegkA+Pv7q7b33mTrScAThuPElkIUVdVaGaPK3ByXiDrxXCH2v9gQyQ0wsIfkiS2FsgJVuK/we9ryWCsZaOG+7kjwJjy/rY6Emvrl55VaGFNmxFmbyl2XuIxBqMzNsdhuFkNFOIc2bdqge/fuiq/AwEYvTmlpKYYOHYrbbrsNa9euRZMmts0kM+gnTpzArl270Lp1a6sylZWVGDVqFPz9/bF161b+fELsOTdhjV9JgaqBUibuE8IDUZn3HsJieuDax5MAAE/PvJdfck5qnxeGxPAe+vy8Ut5mMfvFnnHs2ZP21pOy9VAzl3dWsx6Y1cz+tesdFb+uDBVX8toybNVn0uJxFmKP3Q/22kZ35xZQgtlbqf6D8Heg5KFXGlRS81uSur/tWX62MjfHKo+EcCCIfUct96PU70Ycfbhm+ykLxwvrb7C/7Pejx+/g5P7DFu3tyFx+pUGhHiEB/PPHr6TAoh2F/wvL+J05IH0wk+BNtp56B4ShEScvsTdsWq3XWywGlUaPhQbgqV5T8FSvKZg7Yz0/72vN9lP8yLSUgNQammXP4IWwvdj+YsMkVVYLUiPicp0kZnwdDX8Xt4XQGIoHYBgk4glbnD9/HkOHDkV0dDTefPNNlJeX4+LFi7h48aJFue7du2PTpsbO3vXr1/HAAw/gwIED+Pjjj9HQ0MDvw9Z1raqqwqhRo3D16lV88MEHqKys5Ms0NDRoOjehzLWPF9l83rNOKwu9VXo2MJEu7LjLhbLbyvqsFvFymu5a9kvohRcjJ2TkBgrcNQddSbCrGdSwdXw5AaXF+25rioUcbBm25JQorOROS9riuTPW878HcZ9DHGmXufxh/hjC6yXnYRciJULF961Se6u5x+tjkyS/o9K9JT4na2vhcZT2D01N0yTe1Qz0sGifeuEKDS5A7ASRek5W7t3lkrq4G0+w9STgCcMh9LwKDc6JLYU2Rawj4en2dJKk9lHyojszfF4ctulK7JlLL+5YieuenBLFl4nLGGTR1uJ5jeyv8EUQWtmxYwd++ukn7N69Gx06dEC7du34l5Di4mJUVFQAAP73v/9h69at+N///od+/fpZ7JOXlwcAOHjwIAoKCnDs2DF07drVosy5c+c0nZtQZv28/yp+Luxgs477wdkLcS1rAf7y1fv8oPELQ2Kw57nbLfZ9YUgMbqv+zsKjJzyeOOuzkPy8UruFGmA7dFhKOOiR0dyR9dCFdkHumZweH4Hzo0bz7/1KCnQZsDixpRDJKVEWdQhNTXN63hdAm5f25agLmgfn5Tzp4r4Hu2fY8ZWWR2MI7bKWQZenek2RvE+YOFXbJlqv/bHyGk1LDrLBCGFbHJy9kG+PSYvH8e2rNqeAFpwRycKm+ij93sW/P5bQmPWXeoQEeFW/yRNsPQl4wtAUVdVKPlTEhkUYtn5w9kJd1pBVw1O9pmhaw1M4CMEMiPivElrD/+SMobOEvvB8SudQyprLSFzyCj+qb8uok3ed0IMpU6aA4zjJlxCO4zBlyhQAQKdOnWT3GTp0KABg6NChsmU6deqk6dyENsSdWqmlxhgsDP7bLW9hVdt+ACyXmbuWtYC3NVJiXHgsKbtga1kzYTIwJnyY909sH4w2H9wWciI1r/dgi/di2828zIDtAQlxmyhFuWnxvjsaPm8rh0B+XqkmG6Z2EIKFsKspL26Pg7MXahZ0SkvB2ULojVbrkVb7GxDeQ0oIHQZAYx9EWBe194HW+0WP37Lcb0PtNbRnuoOZ8QRbTwKeMBSVuTm85zU5JQo9QgKwbs4mPkOoHKxzsGb7Kf7FjidGj9F94THUCG82yunMtcuFHuvEJa9gUM5uNO05lP9cqf3iMgah5ZOL+GRBANC051C0fHKR1XYpxGLdVvgoazN7cxqw7ylnnNwVckoQhHsZmNReU/n8vFJ+7roc7y7bineXbeXfM7v07f2+2FZcxtuq/LxSxGUM4pfkAm6F/dp6ZgGN3kG5jvjU0Z1VewSljqElgZ14v4ExLWVFiVLiNWF9pWzCBx37W9nP/LxSi8EPewfj4zIGWQ14V+bmqG5DrZ5SqakWaqjMzZEUT2pEIBOXg3J2A7C2w3ID5Su501bbBsa0RMsnF2FQzm70CAmwmhOuBtbvejnqgkX9HGFMUrTFvSO8pmyuvPjeEl6DhPBAyXqIE/1OWjyOj/Rj31vrAIZa4V53eI3VNqnfkBZhLzUAJLyvpJ5v7PvK5RMijA0JeMIQiMOe1SwTJueFZxycvVCxUyZnXOQe2sLtWrzuAPis+szDwwwd+ys0SmoGBJS+l5awL60hYmoe8KydtCTk0+pBF+5LRocgCEaXMYmKnwvD5gHr51RRVa1FEq3bqr/DufUz8UXtNn7bpMXjLKLDxKHzYkE2c98qANIeYalnX+byh622CyOSGPZmLXcHtp7TaW89iYTwQH4t8qPjxiJz+cNWbabkhZf7TNiWei0/Khbq705K1Ox53fPc7Q4n5hWKcfGAhZINVuNxlVuy7YOO1skdhYhzOAjRer+mx0dIttELQ2IkE96xfbSgZnqmu9A6DUZ8X0p9L+FvUdzfDR0yQtP5CPdBAp5wC3JrtJ/YUmhlYJNTolSJtHVzNlmMqgo98QxbI6os072tclrXNxdm1Xd0bXSpB7IwQZ3Y867UdqytWTKbwKAgyXJy25WwFabvSDu4I8s+QRDmQqojL07oxbzj7FkonAsqzM4sRvh8Y/Ot2XrOoalpFp/XxyZZeYTZMcViR2oOOAsrVuPRFHb4j5XX8B50Z2BrSTg5sSwl4oS2mnmAAelnfUJ4oOK62gxhPh3maWRta0sYseOnx0fwnnWhh519fmjDJ/w0C3ZMccj8mKRoyUSAwK25yAAkxagSYrusJps5E/xKS8WyNheuEy+kR0iARfsJP3856oKuU/QSwgMRlzGIv2fYPfXG3rMAYLXijNJ1vZa1wGqZOHZMYZ4d1ucMTU3TdXqe1H2qxwAcWy1D6lhSSYvrY5Owbs4m/vuy50plbg7qOw5wuD6EayABT7gNcWeEhZiLBaqWsHNby6jYqoPS+dQIe611s3VOvXGWt5qFkIq32ULYaVNTXtz5Ft4rtqItXJXplSAI93Ey+yD/P+vMbysu4wUXe44zD/qkxeOslvJkia7Y6iLsucNWGWErjUgtYSmEZbsXinK5ZzATCmpsjFwWfD2S1jlCQnigRR3YnH9hhB2r+7HyGqvl4lhyQGYr585Yr2gb2bGkBmpYxJsjc3uFIl74P9D4XZ/+aS1+/mMEbqv+DrdVf4dVbfvx4l0s4l+OumAh4h954yn+//y8Usnkq8JjZBec419ysP3lBLRaYc2mgTCbzNqwMjcHfiUFmLlvlYWwFbbxU72moKiqls8R4UjiRimYnX9hSAzvORe229FxY632YXVlv1vAdp/LlQndlKZeqBH4Y5KiZfs3coMQ4vxSFMloPkjAE25B+LARPkSkRJwtYadmfryaZVCEsHn3wgzn+XmlFkuy6Im93mg1wl/ojQesR96VRuJtlRM+9MXXiXUCGPaOyovbm3m72DmE5yMIwrsRhtBLdVzFS2uGpqbxzxPhlCKxF1K4nQ1YWoWfynSCD85e6NAAopIX0JWiXSwyhMJZWA+2Xe6ZzI6jNbeKGGG7iOvGzq00sGur7dgx2cAEW4UgITzQQiiK7wOWFVwIm7LBRDwTvcL7T+r+sSXahTAbXVRVa9V2U0d3xjOVxaqPw+aEC48jNydeqt7CdrcnCaCUoPUrKVBl8+UiGYSOBmF/hXnb2W+UeeO19PXE31HtNVPCGRnrGT1CAhRD6QnjQwKeMBRS4fPArYeL8HOhwGaj7VKIl6ITI9WxEiZZY2H1joa+24Mzw9CdgdgIyHk/hB1lrYaDJZ0CbM/vIgjC+2CeuYOzF8KvpAAvDImxEmtTR3e2iABi07fYcpxrtp+yeE6xZ47UVCipnC1CryXbRzylS3h8Fko/d8Z6PscKq7P4GelXUuDUzr1ehKamySahSwgPtFiOTwolDzprm5ejLiAhPBAvR12w8PYyO6DHsnHXshbAr6QAR8eNxcHZC7GqbT8+ydvcGesxd8Z6/voJPeuMsPH3Ij+vFE//tBYA8O39vlg3ZxO/0oF4mVQ9EIt4rVF+bErjpMXjsG7OJviVFCj2N4T3svi3pXVqgBwsXD4hPJAfvJFqOzUrF8m1B5sCI3UMNb85V/4u2dQNpQESYf9W7HARTz8wah4AQhoS8IRbUDOvSG+Dpmb+u5g1208Z6qEm7kSKkWszNu9N6I1nGea10LTnUISmplnspyb0XTwQoaZTJb4ebCBF7nOAxDtBeDtakzCJw0iVQq7lIorUPnfEA5fsOS5MispCl9nggyPiR8+57+JM9FKiwVbEAwDNodVKUw6ES8bKJa21dy1vpXn1QqTmiXcZ2J/3tKfHR6gK49cykM0GmaRYyZ3G1NGd0SMkAM9UFqNHSABWcqdVe98ZTXsO5VenYWJPGHUijqIUzr+X8owLPdIs+eKx8hpsKy7jw8SlwsWl7ilb/UfhPcOmcAhRc+85qy/B2oF9/4ExLfHKyHi8MjLeqqxw5QtbaM1YL7xGwvb0O3NA9XEI90ICnjAMLIxJakRVnIBGuB2QF7RsOR9m7LSEWcsJd1cLeqnzGcnzrrZNpebJK8G+t/Bvfl4pn6VYnPCQxDtBEJV7dwG49VwSe4CFz1MpDzvQ+KxinyWnRFkkqUtOiUJ+XqnFwKXYkyWGCThxNBh7jguf5+KVSqRWPKmPTZKdBw+4Z414sagS14G1z7o5m5AeH6FqWpt4msK1rAV86PrB2Qst2snZeWQqc3OwZvsp3v4AsPifwe6Ll6MuWER+CEU8y70wafE42emESrB91eBIX4Fds8Qlr/Dh8yyyRQj7jNn3E1sK+d8Pi8LY1nqX4rmk7tn0+Ai+TRLCA2X7f+IVjIQcnL3QIvRf+HuWg10TYVi9LYTz2OUGf8Rh9ba89RVniwDc8rQzxO+FKCXuFLaTMIkdAL7vTZgHEvCEYZBK4qIEC29Xu1Yp67gprSsrJZad0TFwJEsrq4/WNVo9ETWDKXpmkSUIwjywZ6XUM0BqGo44ykdYzh6EQgC4JabUPpNs2cPbqr8z9PNNTvx0/WKxpuOwRIDC98Ct9hR6VPVKmsYGSLRGQOTnlVokqxPWOzQ1jT+uPY4Aqbn1rsTe1V/y80qxbs4mVeHlwqURldpe7t6Sy6ugJpmxcBDBWYlv2TVUG2qvV0i++H6TGtgxUrQpYRsS8ITLEC55In4wynnY2Yig1MOXZaxXGmFmnwmTxCh1yMSeFeEx9ER8DjlBLzy3eO6l1noJw94dyczLwvCF10pp5Fb43bR0AMTLn8RlDOK/s9IACGWcJwgCgMXycMfKa3gPmFQiTOaZk8vDInVcqczyYkEt/Ez43FJ6ZrLn3Lo5m2SXURVmd2dJ1tjSWs5CLiRfKhkcKyu265MWj1PtfQdueXzZwHtcxiB++gELJWfXU9ymPUIC+PJySNVdTjQJw+XF/7PoDFu2la1I4Ii3U6qvJGRQzm4+ZP6941l2n4fZ+vrYJDxTWcznemB1Z3PRJy0eh8rcHD5yJXHJK3wZe20x876z7yk3UCXXFsLybGWJ/LxSq+/A0KvPIEw6KF5F4OT+w7xXXS5sXkjd4TWazy+8d4XPJ+EUh8rcHEwd3RmVuTn8b2vZ4OmNv5W9ypEShHEgAU8YGlsjgnqtrc4oqqrlH+zCNWQdxWzJ6JyFcK1lW4g7x1KeMVctv0cQhDkIHTLC4hku7NwzzyjryEvlFGFTdcQvRn5eKRKXvGL1PJIbOJQTj2q9XcJzi8OMxcdQCqvXGzZoIBbAtiIC1EaOsfB04TWQ8iIKy4hRM1AtTAh4W/V32FZcxrejsD2F5xaH0QunSAi97KwtxCKTRXoIp4exFRGEjEmKlgyXdvUgNbvvbC2FKBTG4oRpySlRisnW5AZNxBGTwu8u1wbCaE7xEpEsOR/DGas4CCMlhCKeiXctZBec08ULL34OCZ+RhDnxdXcFCO8iMCgINdeuWWyTm9cEQNIYMJhnpMhGQjQ2Ci/eT8yJLYXS3mKJBxybW+8IwmPocTwtaE1eJwUbnW958++gJxu3N/ywhzcWjddtk1WbJ6dEIVl0vLiMQeihYEziMgYB209ZrE8LyBtx8sIThHfDnhP1sUnATRHSaAsKLT4XPk+EnysdMy5jUONxS89aPGvqY5N4L2s95JfaZM8zKZg9kLNVtkSynsnrtFIfm4SBgmg7to3VOTklCriZy0QJ8XMesFzeix2HP+ZNWLvXxyYBFnZIvr4oPYttxWW4TXC6a1kLLMKx+ftCZKP4CAnRvGr2ndm9Ib5mapdATQgPxJikaLwwJAZD35ItJot4GVl7YPdT055DeXvfFMD+s5eREJuEn4L74rbq7yw85pW5OQi62QZxGYNwYkshthWX4eWoC6iPTeIHBbILzlkJexZN8rSd9bX6zYnuE+XlDSMcFvXlW/6M8Iy/39qQFI2T+w/b5VFnnNx/GF0G9rfYJiXspdoTgEVmfeE1knoGEuaABDzhdoQPfaGhB6QNr7CMVCcoc/nDfIhe5vKHrUa2+Y6XBCyM0jLpXWNnjnWq2Laim2JSmCRPHOIt/MyWSJc6htRDlS3R4mrRrwWlNVRZZ0drCCG7LtadbWVIyBOEd8Ge93Gi7S8MiYFfVBribpYR/2W2KFHi+SV+pjGhKIXYjrH3iUte4Z9HJxRysQgR26v0+Aig+oIgi30hElMLrASjq7E1kFofm4QEAKsE4p09z+MyBmHujPUWNnDS4nE4saUQiUtesWj3g7MXNoYD31zijCHVV1CT2LRxmcGbgrL6Ar/9xJZC9JlieZw4AHEZ0sexFTIuFPLCe+la1gKL/g8EURZMiL0wJMbifmLZ222FYLsCJsTZgImthI6MhPBAfl8pIfpy1AUcfKux7yUeFBDCt3d5jaTwbowKaFyeEXml6BObhFC2r6gsE7+sXvYIeRblY+ltv9cu7ztw05svyKkgB2vDk/sPY1tStKyIrxe9F/bFQlPTgOqrAJbaVVfCtZgihH758uWIjY1FYGAgEhMT8c0337i7SoRKAkUj8VLYmz3c3rVTbe0TlzHISiSybVLZ7Nk29rlQZAo/k/JCi+fPaRkF1ZrV3VU07Tm0caT+yUVo2nOopu+kFPLIroHU/DUpWOIjIyd5IgjCEkftfX3HAfz/4me9MBSYrfcsfi9MPCfOzcL+VxPCLP5c/F7pGSb3bBcKitDUNMl5385GmG3bFkrLgzESl7yC0NQ0qyX65JKRiVceCZoyT7cVSKSuqXgdbXHmbqWwcqV7xJE6bysus8po7g4GxrTkX4FBQRa/D3E7+azegOyCc7z3XXxPpMdHSE7JEKK2zcS/T3Z/CSNyhFEAjH1/GWGRSV5YTzlvt9y2usNr+Fd2wTmHvO/smMIEePv+MgKvjIxvFOw3B3NeGRmP8i1/5svYmmoA2N+PJtyP4T3wn332GWbNmoXly5fj9ttvx6pVq5Ceno4ffvgBMTGum+9F2Ic4XF6M0FOhxXNQLxhFZcuVxGUM4pfG6BGyyWa4lBhxAjup/aREuHj5IfFnwm1SXnXxe+ZhZ9sb52vC6jhS++oRLucMxG0pd03UGhKh10zOC0YQhLnQ297LCTI5m6OmwyuGebrkvHbi8HpGaGoapo62DtW/lbTz1vNQ/Ixj3ltx55v3ThvUDviVFFhMnxJGF0gN3rLEW1J2QZiUC1AW3ywyQWowl5URXzepJGfCOe1yn9mKglA6jhChh1qKRjE3QvZzdyDM5n4bRG2hYjCHwdpHfI3tgbWxrXwIjWuyB1mIcrUDVdkF5yxWHhDjyLWqOFsEiELnHUFuWgeJePNheAG/ZMkSPP7445g2bRoAYOnSpdi+fTtWrFiBzMxMN9eOcASp+fBaEIYlMmbus35Y6/VgkhOdwoECcZIdJbEuDM9n+7K/LPS/MdHSJot95NYwNeoanoNydlttaynRwWzZcygaftijeCy5zM8EQZgfvey9nmHkSoJMjYdZCWHoqngqGWAt3IFGYcespjuegcLQXCkb7ldSYDGA0CiMWlqV4+02E75iUQz111FtNISciGf1FEc4sPa3tb9eUV5+JQVAcF/Jz+pjkzAmqXGVgeyCc7yn1UiwiMuBMUEAhgJonCvPtu37i6WIXbizMVM+874LUbpWWuAjath70efsurN5/uI6Mga/ustCpAuFvnAfqWkNjlyrW5576XrZOrb4vgZuPdPE68NTn8pcGDqEvq6uDgcPHsSoUaMsto8aNQp5eXmS+9TW1qKystLiRRgfZ83b0/JAmrR4nNXSZbawVzRL7Sd3bq2RBJ6KMFxRa7QGQRDGRqu9V2vr5USA0GMqh/gzNYKChd0KX1JIrTmvtn5yS2e520aI6yqVTE9uCpStNe9dRXp8hM17BrDMdM4Qh/0LB3jU3A+A8rzr9PgIxUzuZoSJYrk2Z+HuUnbcnoEzqWug9jjCJeKMzLvLtkpuF96zfiUFOLGlEOvmbOJXQajMzaFl5EyEoQX8L7/8goaGBrRt29Zie9u2bXHx4kXJfTIzMxEWFsa/oqNtJ38gPBOto4mOzMVXEuRq9tf6udxapt6A0BtiK1SRxDuhlXvvvRcxMTEIDAxEu3btMHHiRJw/f15xn40bN2L06NFo06YNfHx8cOTIEasyq1evxtChQxEaGgofHx9cuXLFqsxrr72GlJQUNGvWDC1atNDnC5kErfbe3bZePDdWaW64UCDY661Xgzs9aHLfS48lsNjx9Wg7oU1wNILC1vHVHtsogxfuRjy1xVYeCUB66oqae0XrNT+5/7DF8nDM625EQa81YZ63LiVndlvvw3EcZ9eeLuD8+fOIiopCXl4ekpNvLTr12muv4aOPPsKPP/5otU9tbS1qa29l5q6srER0dDQqKioQGhpqVZ4gCIJQprKyEmFhYbo+RwsLCzFkeDpum/OZpv2q//cjft3yGi5cuGC7sB28/fbbSE5ORrt27VBaWornn38eAGSjvgDgo48+QklJCdq3b48//OEPOHz4MPr162dRZunSpaipaew0zp07F5cvX7Yy3PPmzUOLFi3wv//9Dx988IGk4fdUtNp7svUEQRD64gxbDwAtWrRAzO//jmaRsZr2O/DafThcmI+EhATd6sIwu6039Bz4Nm3aoGnTplaj72VlZVaj9IyAgAAEBBgvMzdBEARhfJ599ln+/44dO+LFF1/Efffdh/r6evj5+UnuM3HiRADA6dOnZY87a9YsAMCePXtkyyxYsAAAkJWVpanOnoBWe0+2niAIgrAXs9t6Q4fQ+/v7IzExETt37rTYvnPnTqSkpLipVgRBEIS7Ec9/Fnpj9eLSpUv4+OOPkZKSImvQCX0ge08QBEGIqaurc7q9N6OtN7QHHgBmz56NiRMnYsCAAUhOTsbq1atx9uxZPPHEE+6uGkEQBOEA1+vrLeYVqqH+8lk0VFcjLCzMYvu8efMwf/58Xeo1Z84cLFu2DL/99hsGDx6Mzz//XJfjEsqQvScIgvBMzh0vgu+5K5r2uXG9Ae+//z5WrlxpsV0ve29mW29oDzwAPPTQQ1i6dCkWLlyIfv364euvv0Z2djY6duzo7qoRBEEQbiA4OBgVFRUWr7lz58qWnz9/Pnx8fBRfBw4c4Mv/+c9/xuHDh7Fjxw40bdoUkyZNgoHTxXgMZO8JgiAIIdOmTVNt773J1hveAw8AM2bMwIwZM9xdDYIgCMIgaEmwM3PmTDz88MOKZTp16sT/36ZNG7Rp0wbdunVDjx49EB0djX379lkkVyOcA9l7giAIguHv76/a3nuTrTeFgCcIgiAIe2FG2h7YaLwz5tgTBEEQBKEP3mTrScATBEEQBBqXtissLMSQIUPQsmVLnDp1Cq+88gq6dOliMSLfvXt3ZGZmYty4cQAaE+CcPXuWX0O2uLgYABAZGYnIyEgAwMWLF/H/27v74CgLa4/jvw0kaYBkTQzJZo0BrgKKGzEDFhYdfEEBh0gtYxWlDNYWx3aC45ReZ9TRpB1GrNPa2nGqXnWU1rb0joCX+sIktBCxCS8lcAlIc7FEXiQhgMkmCCSQPfcPL3vdJIQgye7zJN/PTGbIPmd3f3tm2DNnN7tPfX29PvnkE0lSdXW1UlNTlZeXp4yMDEnS/v37I7fV3t4eOcfslVdeqWHDhsWkBwAA9Gf9YdY7/jPwAADEQkpKilauXKlp06Zp7NixevDBBxUIBFReXh51yrKamhqFQqHI76tXr1ZBQYFmzZolSZo7d64KCgqivnjn5ZdfVkFBgRYuXChJmjp1qgoKCrR69epIzdNPP62CggIVFxfr+PHjKigoUEFBQdRn9gAAwNfXH2a9x9zyaf2vqbm5WV6vV6FQ6II+MwkA+FJfPI9u3rxZk6fepktnPHVB1zvduF8pe95WXV1dr+RA/8CsB4CL01fPo5dccok8BQ9qcFrOBV3v2PtP67+rNis/P7/XsvQXvAMPAAAAAIALsMADAAAAAOACLPAAAAAAALgACzwAAAAAAC7AAg8AAAAAgAuwwAMAAAAA4AIs8AAAAAAAuAALPAAAAAAALsACDwAAAACAC7DAAwAAAADgAizwAAAAAAC4AAs8AAAAAAAuwAIPAAAAAIALsMADAAAAAOACLPAAAAAAALgACzwAAAAAAC7AAg8AAAAAgAuwwAMA0EFra6uuu+46eTwebd++vdtaM1NJSYn8fr9SUlJ08803a9euXZ1ub9GiRcrMzNTQoUM1e/ZsHTx4MKqmsbFR8+fPl9frldfr1fz589XU1NTLjwwAAEjunfUs8AAAdPDYY4/J7/f3qPa5557T888/rxdffFFbtmyRz+fT7bffrpaWlkjNo48+qlWrVmn58uX66KOPdPz4cRUWFqq9vT1Sc//992v79u1as2aN1qxZo+3bt2v+/Pm9/tgAAIB7Zz0LPAAAX/HBBx+otLRUv/jFL85ba2b69a9/rSeffFJz5sxRIBDQsmXLdOLECf3xj3+UJIVCIb3++uv65S9/qdtuu00FBQV66623VF1drbVr10qSdu/erTVr1ui1115TMBhUMBjUq6++qnfffVc1NTV9+ngBABho3DzrWeABAPg/hw8f1sKFC/X73/9eQ4YMOW99bW2t6uvrNX369MhlycnJuummm1RRUSFJ2rp1q06fPh1V4/f7FQgEIjWVlZXyer2aNGlSpGby5Mnyer2RGgAAcPHcPutZ4AEAMZeUlCQ706rwmVMXdL3wqRbVH2tRc3Nz1E9ra+tFZzIzPfDAA3r44Yc1ceLEHl2nvr5ekpSdnR11eXZ2duRYfX29kpKSlJ6e3m1NVlZWp9vPysqK1AAA4DahL1oVPtVy/sKvCLedkIVPS1Kvz/v+MOsH97gSAIBeMn78eHm+cYmatq7UoJyCHl3HzHTmf/4iT/KXX/zyVcXFxSopKenyeiUlJfrpT3/a7W1v2bJFFRUVam5u1uOPP96jPF/l8Xg6Ze14WUcda7qq78ntAADgVAmZV6llx39p0OhZPZ5n7Z9tkWdItt5++2397Gc/izp2rnk/kGY9CzwAIOY8Ho/+XvaOptw4VQmZY+VJPP+fsFnjv6QzbWqs29tp0CUnJ5/zekVFRZo7d263tz1y5EgtWbJEGzdu7HRbEydO1Lx587Rs2bJO1/P5fJK+fFU9JycncnlDQ0PklXqfz6e2tjY1NjZGvTLf0NCgKVOmRGoOHz7c6faPHDnS6RV/AADcIrRng1LTs2ShffJcMvK89dbaovDR3dpW9Q9dffXVWrx4cdTxc837gTTrWeABAHERDAblSc1Ve902Dc67odtaC59Re12V3nrjlU7vvp9PZmamMjMzz1v3m9/8RkuWLIn8fujQIc2YMUN//vOfoz6v9lWjRo2Sz+dTWVmZCgq+/EuCtrY2lZeX6+c//7kkacKECUpMTFRZWZnuueceSVJdXZ127typ5557TtKXvQiFQtq8ebO++c1vSpI2bdqkUCgUGfwAALjNsGHD9B+/fUEPFS2WJ+1yeRIGdVvfXl8lzyUjdd1110nq/gX6rxpIs54FHgAQNzVbSjVm7NWy4ePkSUk/Z134yMfS4G/ovvvu67MseXl5Ub8PGzZMknTFFVcoNzc3cvlVV12lpUuX6tvf/rY8Ho8effRRPfPMMxo9erRGjx6tZ555RkOGDNH9998vSfJ6vfr+97+vxYsX69JLL1VGRoZ+8pOfKD8/X7fddpsk6eqrr9bMmTO1cOFCvfLKK5Kkhx56SIWFhRo7dmyfPWYAAPra9773PT206N8VPlajQcPHnbPOThyVNe3Tvk/39lmW/jDrWeABAHEzevRoJVw6Ru11/9Dgf7u9yxo7c0rhwzv017I1SkiI/3ev1tTUKBQKRX5/7LHHdPLkSf3oRz9SY2OjJk2apNLSUqWmpkZqfvWrX2nw4MG65557dPLkSU2bNk1vvvmmBg36/3ci/vCHP+iRRx6JfIPt7Nmz9eKLL8bugQEA0AcGDx6sv7z9lu68624lZFwpz6CkTjVmpvZDW5QwfFynJTsenDzrPWZmF/n4HK25uVler1ehUEhpaWnxjgMArtPXz6NHjx7V8Gy/Bo2apoTUnE7H2w9ukrU1Kxw60Ov3jf6BWQ8AF6evn0fNTIPS/PIMydIg/4ROx8OhA2rfv0FNxw5f8EflBpr4v5UBABjQMjMzlZB9rdoPbVHH15SttVnhYzWqrlgTp3QAAOBieTwebVn/rsJHP5a1HY86ZhZWe90/lOC7juW9B1jgAQBxd/xfG6QzJ2WN0Z97a6/bKk/6FbrmmmvilAwAAPSGCRMmyOPNU3vdtqjL7fNPpHC7Tu79ME7J3IUFHgAQdykpKXrz1d+qva5KFj4jSQp/cUTWfFAHq9fFOR0AAOgNe6v+KmuqlZ38XJJk7afVXlel/3zrdSUldf5sPDpjgQcAOMJ3v/tdaVCSwkd3y8wUPrRFCcOvkd/vj3c0AADQC0aOHKmEzKvUfmiLJCl8ZJc8ScN09913xzmZe7DAAwAcYdCgQSpdvVzhwztkn++RtYbUtGdDvGMBAIBedLRmg+zEUYU//0ThhmptKF0lj8cT71iu0e9PI3f2C5Gam5vjnAQA3Ons82csTlpy++23yzNkuNoP/F0vvfRS1OlZgHNh1gPAxYnlrE9PT1dC9ni1798gjzdPN9xwQ5/fZ3/S7xf4lpYWSdLll18e5yQA4G4tLS0x+XbYXZvKFLh5rn7wgx/0+X2hf2DWA0DviNWsP7F3g4bkXa+av6/s8/vqb/r9eeDD4bAOHTqk1NRUV/1pRnNzsy6//HIdOHDANee0dWNmyZ253ZhZIncs9WZmM1NLS4v8fr8SEvjkFZyHWR87bswskTuW3JhZcmduZv3A1O/fgU9ISFBubm68Y3xtaWlprnkSOcuNmSV35nZjZoncsdRbmTkvK5yMWR97bswskTuW3JhZcmduZv3AwssrAAAAAAC4AAs8AAAAAAAuwALvUMnJySouLlZycnK8o/SYGzNL7sztxswSuWPJjZmBgcaN/0/dmFkidyy5MbPkztxuzIyL1++/xA4AAAAAgP6Ad+ABAAAAAHABFngAAAAAAFyABR4AAAAAABdggQcAAAAAwAVY4PtISUmJPB5P1I/P54scNzOVlJTI7/crJSVFN998s3bt2hV1G62trVq0aJEyMzM1dOhQzZ49WwcPHoyqaWxs1Pz58+X1euX1ejV//nw1NTX1OOeHH36oO++8U36/Xx6PR++8807U8Vjm3L9/v+68804NHTpUmZmZeuSRR9TW1nbBmR944IFOvZ88eXJcMy9dulTXX3+9UlNTlZWVpbvuuks1NTWO73VPcjux3y+99JKuvfZapaWlKS0tTcFgUB988IGje32+zE7sMzDQMeuZ9R25cd4z652T2Yl9hgMZ+kRxcbFdc801VldXF/lpaGiIHH/22WctNTXVVqxYYdXV1XbvvfdaTk6ONTc3R2oefvhhu+yyy6ysrMyqqqrslltusfHjx9uZM2ciNTNnzrRAIGAVFRVWUVFhgUDACgsLe5zz/ffftyeffNJWrFhhkmzVqlVRx2OV88yZMxYIBOyWW26xqqoqKysrM7/fb0VFRRececGCBTZz5syo3h87diyqJtaZZ8yYYW+88Ybt3LnTtm/fbrNmzbK8vDw7fvy4o3vdk9xO7Pfq1avtvffes5qaGqupqbEnnnjCEhMTbefOnY7t9fkyO7HPwEDHrGfWd+TGec+sd05mJ/YZzsMC30eKi4tt/PjxXR4Lh8Pm8/ns2WefjVx26tQp83q99vLLL5uZWVNTkyUmJtry5csjNZ999pklJCTYmjVrzMzs448/Nkm2cePGSE1lZaVJsn/+858XnLnjgIxlzvfff98SEhLss88+i9T86U9/suTkZAuFQj3ObPblk9+3vvWtc14n3pnNzBoaGkySlZeXm5k7et1VbjN39NvMLD093V577TXX9Pqrmc3c02dgIGHWM+vPx43znlnPrIez8Sf0fWjPnj3y+/0aNWqU5s6dq71790qSamtrVV9fr+nTp0dqk5OTddNNN6miokKStHXrVp0+fTqqxu/3KxAIRGoqKyvl9Xo1adKkSM3kyZPl9XojNRcjljkrKysVCATk9/sjNTNmzFBra6u2bt16wdnXr1+vrKwsjRkzRgsXLlRDQ0PkmBMyh0IhSVJGRoYk9/S6Y+6znNzv9vZ2LV++XF988YWCwaAret0xsxv6DAxUzHpmfXfcOO+Z9cx6ONvgeAforyZNmqTf/e53GjNmjA4fPqwlS5ZoypQp2rVrl+rr6yVJ2dnZUdfJzs7Wvn37JEn19fVKSkpSenp6p5qz16+vr1dWVlan+87KyorUXIxY5qyvr+90P+np6UpKSrrgx3LHHXfoO9/5jkaMGKHa2lo99dRTuvXWW7V161YlJyfHPbOZ6cc//rFuvPFGBQKByG2dzdAxk1N63VVuybn9rq6uVjAY1KlTpzRs2DCtWrVK48aNiwwvJ/b6XJkl5/YZGMiY9cz67rhx3jPrmfXMeudjge8jd9xxR+Tf+fn5CgaDuuKKK7Rs2bLIl1F4PJ6o65hZp8s66ljTVX1PbudCxCpnbz2We++9N/LvQCCgiRMnasSIEXrvvfc0Z86cuGcuKirSjh079NFHH3U65uRenyu3U/s9duxYbd++XU1NTVqxYoUWLFig8vLyc96WE3p9rszjxo1zbJ+BgYxZz6zvjhvnPbOeWc+sdz7+hD5Ghg4dqvz8fO3ZsyfyDbUdX+FqaGiIvBrm8/nU1tamxsbGbmsOHz7c6b6OHDnS6VW1ryOWOX0+X6f7aWxs1OnTpy/6seTk5GjEiBHas2dP3DMvWrRIq1ev1rp165Sbmxu53Om9Plfurjil30lJSbryyis1ceJELV26VOPHj9cLL7zg6F6fK3NXnNJnAP+PWc+sP8uN855ZH9/MXXFKn+EsLPAx0traqt27dysnJ0ejRo2Sz+dTWVlZ5HhbW5vKy8s1ZcoUSdKECROUmJgYVVNXV6edO3dGaoLBoEKhkDZv3hyp2bRpk0KhUKTmYsQyZzAY1M6dO1VXVxepKS0tVXJysiZMmHBRj+PYsWM6cOCAcnJy4pbZzFRUVKSVK1fqb3/7m0aNGhV13Km9Pl/urjih310xM7W2tjq2191l7opT+wwMZMz6gT3rJXfOe2a9MzJ3xal9Rpz1znfhoaPFixfb+vXrbe/evbZx40YrLCy01NRU+/TTT83sy1NbeL1eW7lypVVXV9t9993X5aktcnNzbe3atVZVVWW33nprl6eJuPbaa62ystIqKystPz//gk4t09LSYtu2bbNt27aZJHv++edt27Zttm/fvpjmPHs6i2nTpllVVZWtXbvWcnNzuzydRXeZW1pabPHixVZRUWG1tbW2bt06CwaDdtlll8U18w9/+EPzer22fv36qFODnDhxIlLjxF6fL7dT+/3444/bhx9+aLW1tbZjxw574oknLCEhwUpLSx3b6+4yO7XPwEDHrGfWd+TGec+sd0Zmp/YZzsMC30fOnmsyMTHR/H6/zZkzx3bt2hU5Hg6Hrbi42Hw+nyUnJ9vUqVOturo66jZOnjxpRUVFlpGRYSkpKVZYWGj79++Pqjl27JjNmzfPUlNTLTU11ebNm2eNjY09zrlu3TqT1OlnwYIFMc+5b98+mzVrlqWkpFhGRoYVFRXZqVOnLijziRMnbPr06TZ8+HBLTEy0vLw8W7BgQac8sc7cVV5J9sYbb0RqnNjr8+V2ar8ffPBBGzFihCUlJdnw4cNt2rRpkYHu1F53l9mpfQYGOmY9s74jN857Zr0zMju1z3Aej5lZ77+vDwAAAAAAehOfgQcAAAAAwAVY4AEAAAAAcAEWeAAAAAAAXIAFHgAAAAAAF2CBBwAAAADABVjgAQAAAABwARZ4AAAAAABcgAUeAAAAAAAXYIEHAAAAAMAFWOABAAAAAHABFngAAAAAAFyABR4AAAAAABf4XxiX5UoJ+m1vAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 1200x800 with 8 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(12,8))\n",
+    "\n",
+    "# actual heating\n",
+    "plt.subplot(2,2,1)\n",
+    "plt.contourf(QR[0].y, height1d, QR[0].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(2,2,2)\n",
+    "plt.contourf(QR[1].y, height1d, QR[1].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky longwave heating\"); plt.ylabel(\"height / km\");\n",
+    "# diagnosed heating\n",
+    "plt.subplot(2,2,3)\n",
+    "plt.contourf(QR[0].y, height1d, QR_SW_dia1b.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed all-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(2,2,4)\n",
+    "plt.contourf(QR[0].y, height1d, QR_LW_dia1b.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed all-sky longwave heating\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "25e7761e-fe3c-4b81-b2d3-4537de8623fe",
+   "metadata": {},
+   "source": [
+    "A more stringent test is if the approach also allows us to derive clear-sky heating rates. But the plot below make it clear that clear-sky radiative heating cannot be diagnosed by this approach!"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "8b324af5-8733-46ad-8f42-a82201baa2c3",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "# if this approach works, it should allow us to calculate clear-sky shortwave and longwave heating\n",
+    "QR_SWcs_dia1b = alpha1b[0]*FN_NC[0].diff(\"x\", label=\"lower\")\n",
+    "QR_LWcs_dia1b = alpha1b[1]*FN_NC[1].diff(\"x\", label=\"lower\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "365aa337-edcd-479a-ac17-8bea9244f2c0",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x400 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(12,4))\n",
+    "\n",
+    "# diagnosed clear-sky heating\n",
+    "plt.subplot(1,2,1)\n",
+    "plt.contourf(QR[0].y, height1d, QR_SWcs_dia1b.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed clear-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(1,2,2)\n",
+    "plt.contourf(QR[0].y, height1d, QR_LWcs_dia1b.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed clear-sky longwave heating\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "65760da7-2bec-4748-9c5b-fb5ec6839c33",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Approach 2: use density and height level difference \n",
+    "\n",
+    "The approach is based on the idea that $RH = 1/(cp*\\rho) * dF/dz$. Level thickness is 240m."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "643e03e6-0adc-4031-94aa-c04431d9fb5a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "cp = 1004;\n",
+    "dz = 240;\n",
+    "QR_SW_dia2 = -FN[0].diff(\"x\", label=\"lower\") / (cp*RHO*dz) * 86400  # units of K/day\n",
+    "QR_LW_dia2 = -FN[1].diff(\"x\", label=\"lower\") / (cp*RHO*dz) * 86400"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a8511ebe-a63b-4b7d-92e1-195a4fded1c2",
+   "metadata": {},
+   "source": [
+    "The comparison with the actual heating rates shows that this works well below 15 km, but introduces noise above. Still, this is better than the alpha approach (approaches 1 and 1b)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "8d1ffc2c-b0e4-4a70-a2b3-9567e2a392c1",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 8 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(12,8))\n",
+    "\n",
+    "# actual heating\n",
+    "plt.subplot(2,2,1)\n",
+    "plt.contourf(QR[0].y, height1d, QR[0].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(2,2,2)\n",
+    "plt.contourf(QR[1].y, height1d, QR[1].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky longwave heating\"); plt.ylabel(\"height / km\");\n",
+    "# diagnosed heating\n",
+    "plt.subplot(2,2,3)\n",
+    "plt.contourf(QR[0].y, height1d, QR_SW_dia2.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed all-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(2,2,4)\n",
+    "plt.contourf(QR[0].y, height1d, QR_LW_dia2.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed all-sky longwave heating\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "53d56e8f-1797-418f-a371-26b7da94721b",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "### Aproach 3: use pressure level difference \n",
+    "\n",
+    "The approach is based on the idea that $RH = -g/cp * dF/dp$."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "id": "e55fa494-a845-4671-8dfd-6f25af21e6c8",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "cp = 1004;\n",
+    "g = 9.81;\n",
+    "QR_SW_dia3 = -g * FN[0].diff(\"x\", label=\"lower\") / (cp*DP) * 86400  # units of K/day\n",
+    "QR_LW_dia3 = -g * FN[1].diff(\"x\", label=\"lower\") / (cp*DP) * 86400"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ee779a98-ddc8-4ff1-90fd-476c07afaa76",
+   "metadata": {},
+   "source": [
+    "Essentially the same result as for the density-z approach (approach 2). The noise persists above 15 km."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "5be9c5b0-d6f6-4bcf-abc6-59cbbc9350ee",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 8 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(12,8))\n",
+    "\n",
+    "# actual heating\n",
+    "plt.subplot(2,2,1)\n",
+    "plt.contourf(QR[0].y, height1d, QR[0].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(2,2,2)\n",
+    "plt.contourf(QR[1].y, height1d, QR[1].transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"All-sky longwave heating\"); plt.ylabel(\"height / km\");\n",
+    "# diagnosed heating\n",
+    "plt.subplot(2,2,3)\n",
+    "plt.contourf(QR[0].y, height1d, QR_SW_dia3.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed all-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(2,2,4)\n",
+    "plt.contourf(QR[0].y, height1d, QR_LW_dia3.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed all-sky longwave heating\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "2221cfc3-ba23-4d8b-8e26-505c7c53587c",
+   "metadata": {},
+   "source": [
+    "So let us go with approach 3 and also test it for clear-sky heating."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "961c5b4a-2feb-4855-8564-75d8e25b7239",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "QR_SWcs_dia3 = -g * FN_NC[0].diff(\"x\", label=\"lower\") / (cp*DP) * 86400  # units of K/day\n",
+    "QR_LWcs_dia3 = -g * FN_NC[1].diff(\"x\", label=\"lower\") / (cp*DP) * 86400"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "id": "114684d3-eb7d-4e79-8d30-f02923d2b44c",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x400 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(12,4))\n",
+    "\n",
+    "# diagnosed clear-sky heating\n",
+    "plt.subplot(1,2,1)\n",
+    "plt.contourf(QR[0].y, height1d, QR_SWcs_dia3.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed clear-sky shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(1,2,2)\n",
+    "plt.contourf(QR[0].y, height1d, QR_LWcs_dia3.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed clear-sky longwave heating\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3f8ef28e-3991-4cde-aef1-d5e33c8758ae",
+   "metadata": {
+    "tags": []
+   },
+   "source": [
+    "This looks okay, apart from the noise above 15km. So let us go ahead and use approach three to derive cloud-radiative heating."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "id": "0d41b08b-354b-4316-84ba-6c0190689480",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "QR_SWCRH = -g * (FN[0]-FN_NC[0]).diff(\"x\", label=\"lower\") / (cp*DP) * 86400  # units of K/day\n",
+    "QR_LWCRH = -g * (FN[1]-FN_NC[1]).diff(\"x\", label=\"lower\") / (cp*DP) * 86400"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "93d5dcf6-42d3-46ab-8116-07a5d841c659",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x400 with 4 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(12,4))\n",
+    "\n",
+    "# diagnosed cloud-radiative heating\n",
+    "plt.subplot(1,2,1)\n",
+    "plt.contourf(QR[0].y, height1d, QR_SWCRH.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed cloud shortwave heating\"); plt.ylabel(\"height / km\");\n",
+    "plt.subplot(1,2,2)\n",
+    "plt.contourf(QR[0].y, height1d, QR_LWCRH.transpose(), extend=\"both\", cmap=\"RdBu_r\", levels=4*np.linspace(-1,1,10)); plt.colorbar()\n",
+    "plt.title(\"Diagnosed cloud longwave heating\"); plt.ylabel(\"height / km\");"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f21d5efb-975c-4718-a07d-ce1598c2640b",
+   "metadata": {},
+   "source": [
+    "For reference, we also plot the cloud optical depth to get a feeling for the underlying cloud field."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "0897ea67-1c66-4115-b304-9be19cd694ee",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 600x400 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "COD=data_cs[0][\"COD\"];\n",
+    "missval = COD.min().values\n",
+    "COD = 0.001*xr.where(COD==missval, np.nan, COD)\n",
+    "\n",
+    "plt.figure(figsize=(6,4))\n",
+    "plt.subplot(1,1,1)\n",
+    "plt.contourf(COD.y, height1d, COD[1,:,1:].transpose(), extend=\"both\", levels=2*np.linspace(0,1,10)); plt.colorbar()\n",
+    "plt.title(\"Longwave cloud optical depth\"); plt.ylabel(\"height / km\");"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
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