{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# ePSproc $\\beta_{L,M}$ calculations demo\n", "\n", "10/09/19\n", "\n", "Source [notebook on Github](https://github.com/phockett/ePSproc/blob/master/epsproc/tests/ePSproc_BM_calc_demo_Sept2019.ipynb)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Basic IO" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "* pyevtk not found, VTK export not available. \n" ] } ], "source": [ "import sys\n", "import os\n", "import time\n", "import numpy as np\n", "\n", "# For module testing, include path to module here\n", "modPath = r'D:\\code\\github\\ePSproc'\n", "sys.path.append(modPath)\n", "import epsproc as ep" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** ePSproc readMatEle(): scanning files for DumpIdy segments (matrix elements)\n", "\n", "*** Scanning dir\n", "D:\\code\\github\\ePSproc\\data\n", "Found 2 .out file(s)\n", "\n", "\n", "*** Reading ePS output file: D:\\code\\github\\ePSproc\\data\\n2_3sg_0.1-50.1eV_A2.inp.out\n", "Expecting 51 energy points.\n", "Expecting 2 symmetries.\n", "Expecting 102 dumpIdy segments.\n", "Found 102 dumpIdy segments (sets of matrix elements).\n", "\n", "Processing segments to Xarrays...\n", "Processed 102 sets of matrix elements (0 blank)\n", "\n", "*** Reading ePS output file: D:\\code\\github\\ePSproc\\data\\no2_demo_ePS.out\n", "Expecting 1 energy points.\n", "Expecting 3 symmetries.\n", "Expecting 3 dumpIdy segments.\n", "Found 3 dumpIdy segments (sets of matrix elements).\n", "\n", "Processing segments to Xarrays...\n", "Processed 3 sets of matrix elements (0 blank)\n" ] } ], "source": [ "# Load data from modPath\\data\n", "dataPath = os.path.join(modPath, 'data')\n", "\n", "# Scan data dir\n", "dataSet = ep.readMatEle(fileBase = dataPath) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Formalism" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The $\\beta_{L,M}$ parameters are defined as:\n", "\n", "$ \\begin{eqnarray}\n", " \\beta_{L,-M}^{\\mu_{i},\\mu_{f}} & = & \\sum_{l,m,\\mu}\\sum_{l',m',\\mu'}(-1)^{M}(-1)^{m}(-1)^{(\\mu'-\\mu_{0})}\\left(\\frac{(2l+1)(2l'+1)(2L+1)}{4\\pi}\\right)^{1/2}\\left(\\begin{array}{ccc}\n", " l & l' & L\\\\\n", " 0 & 0 & 0\n", " \\end{array}\\right)\\left(\\begin{array}{ccc}\n", " l & l' & L\\\\\n", " -m & m' & -M\n", " \\end{array}\\right)\\nonumber \\\\\n", " & \\times & \\sum_{P,R',R}(2P+1)(-1)^{(R'-R)}\\left(\\begin{array}{ccc}\n", " 1 & 1 & P\\\\\n", " \\mu & -\\mu' & R'\n", " \\end{array}\\right)\\left(\\begin{array}{ccc}\n", " 1 & 1 & P\\\\\n", " \\mu_{0} & -\\mu_{0} & R\n", " \\end{array}\\right)D_{-R',-R}^{P}(R_{\\hat{n}})I_{l,m,\\mu}^{p_{i}\\mu_{i},p_{f}\\mu_{f}}(E)I_{l',m',\\mu'}^{p_{i}\\mu_{i},p_{f}\\mu_{f}*}(E)\n", " \\end{eqnarray}\n", "$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculations use `ep.mfblm()`, which will calculate all values at each energy point for the supplied dataset. This may take a while in some cases due to multiple nested sums - this code will be parallelised in future." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## $N_2$ mutli-E" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculate $\\beta_{LM}$ as function of energy." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Calculating MFBLMs for 81 pairs... Eke = 0.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 1.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 2.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 3.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 4.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 5.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 6.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 7.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 8.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 9.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 10.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 11.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 12.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 13.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 14.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 15.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 16.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 17.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 18.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 19.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 20.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 21.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 22.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 23.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 24.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 25.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 26.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 27.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 28.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 29.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 30.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 31.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 32.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 33.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 34.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 35.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 36.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 37.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 38.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 39.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 40.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 41.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 42.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 43.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 44.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 45.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 46.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 47.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 48.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 49.1 eV, eAngs = ([0, 0, 0])\n", "Calculating MFBLMs for 81 pairs... Eke = 50.1 eV, eAngs = ([0, 0, 0])\n", "Elapsed time = 42.335490226745605 seconds, for 51 energy points.\n" ] } ], "source": [ "daIn = dataSet[0].copy()\n", "\n", "# BLMXeN2 = ep.mfblm(daIn[:, 1:4], selDims = {'Type':'L'}, thres = 1e-4) # Subselected on Eke\n", "start = time.time()\n", "BLMXeN2 = ep.mfblm(daIn, selDims = {'Type':'L'}, thres = 1e-4) # Run for all Eke\n", "end = time.time()\n", "print('Elapsed time = {0} seconds, for {1} energy points.'.format((end-start), BLMXeN2.Eke.size))" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/plain": [ "\n", "array([[[2.301322 +0.j, 0. +0.j, ..., nan+nanj, nan+nanj],\n", " [2.382333 +0.j, 0. +0.j, ..., nan+nanj, nan+nanj],\n", " ...,\n", " [0.092948 +0.j, 0. +0.j, ..., 0. +0.j, 0. +0.j],\n", " [0.095428 +0.j, 0. +0.j, ..., 0. +0.j, 0. +0.j]]])\n", "Coordinates:\n", " * Euler (Euler) MultiIndex\n", " - P (Euler) int64 0\n", " - T (Euler) int64 0\n", " - C (Euler) int64 0\n", " * BLM (BLM) MultiIndex\n", " - l (BLM) int64 0 1 1 1 2 2 2 2 2 3 3 ... 10 10 10 10 10 10 10 10 10 10\n", " - m (BLM) int64 0 -1 0 1 -2 -1 0 1 2 -3 -2 ... 0 1 2 3 4 5 6 7 8 9 10\n", " * Eke (Eke) float64 0.1 1.1 2.1 3.1 4.1 5.1 ... 46.1 47.1 48.1 49.1 50.1\n", "Attributes:\n", " Lmax: 11\n", " Targ: SG\n", " QNs: ['m', 'l', 'mu', 'ip', 'it', 'Value']\n", " dataType: BLM\n", " file: n2_3sg_0.1-50.1eV_A2.inp.out\n", " fileBase: D:\\code\\github\\ePSproc\\data\n", " thres: 0.0001\n", " sumDims: ('l', 'm', 'mu', 'Cont', 'Targ', 'Total', 'it')\n", " selDims: [('Type', 'L')]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "BLMXeN2" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot using Xarray functionality with thresholding\n", "BLMXeN2.where(np.abs(BLMXeN2) > 1e-4, drop = True).real.squeeze().plot.line(x='Eke')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot values normalised by B00\n", "# This seems to work... probably a more elegant solution here, since this assumes dimension order.\n", "normBLM = BLMXeN2/BLMXeN2[:,:,0]\n", "normBLM.where(np.abs(normBLM) > 1e-4, drop = True).real.squeeze().plot.line(x='Eke')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MFPADs: calculate & plot from $\\beta_{LM}$" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Calculate & plot MFPADs from BLMs\n", "# def MFPAD_BLM(BLMXin):\n", "# # Calculate YLMs \n", "# YLMX = ep.sphCalc(BLMXin.l.max(), res=50)\n", "# YLMX = YLMX.rename({'LM':'BLM'}) # Switch naming for multiplication & plotting\n", "# MFPAD = BLMXin*YLMX\n", "# MFPAD = MFPAD.rename({'BLM':'LM'})\n", "\n", "# return MFPAD \n", "\n", "# MFPAD = MFPAD_BLM(BLMXeN2)\n", "\n", "MFPAD_N2, _ = ep.sphFromBLMPlot(BLMXeN2)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Plotting with mpl\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[
]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Plot single E with matplotlib\n", "ep.sphSumPlotX(MFPAD_N2.sel({'Eke':1.1}).squeeze(), pType = 'r', backend = 'mpl')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "N2 test data, MFPADs vs E\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot MFPAD surfaces vs E\n", "print('N2 test data, MFPADs vs E')\n", "\n", "MFPAD_N2.sum('LM').squeeze().isel(Eke=slice(0,10,2)).real.plot(x='Theta',y='Phi', col='Eke')" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Plotting with mpl\n", "Data dims: ('Euler', 'Eke', 'Theta', 'Phi'), subplots on Eke\n" ] }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot multiple E with plotly (work in progress!)\n", "# Broken since adding Euler angs...?\n", "_ = ep.sphSumPlotX(MFPAD_N2.squeeze().isel(Eke=slice(0,50,10)), pType = 'r', backend = 'pl')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## $NO_2$ (x,y,z) polarizations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Benchmark results, single energy, multiple polarization geometries." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculate" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Calculating MFBLMs for 12544 pairs... Eke = 0.81 eV, eAngs = ([0. 0. 0.])\n", "Elapsed time = 124.42453789710999 seconds\n", "Calculating MFBLMs for 12544 pairs... Eke = 0.81 eV, eAngs = ([0. 1.57079633 0. ])\n", "Elapsed time = 126.24425601959229 seconds\n", "Calculating MFBLMs for 12544 pairs... Eke = 0.81 eV, eAngs = ([1.57079633 1.57079633 0. ])\n", "Elapsed time = 125.88551211357117 seconds\n" ] } ], "source": [ "daIn = dataSet[1].copy()\n", "\n", "# Set threshold for matrix elements & BLMs - this can speed up calculations significantly, but will affect accuracy.\n", "thres = 1e-4\n", "\n", "# For all pol geoms\n", "pRot = [0, 0, np.pi/2]\n", "tRot = [0, np.pi/2, np.pi/2]\n", "cRot = [0, 0, 0]\n", "eAngs = np.array([pRot, tRot, cRot]).T # List form to use later, rows per set of angles\n", "\n", "ts = []\n", "BLMXeNO2list = []\n", "for eIn in range(0,3):\n", " start = time.time()\n", " BLMXeNO2list.append(ep.mfblm(daIn, selDims = {'Type':'L'}, eAngs = eAngs[eIn,:], thres=thres))\n", " ts.append(time.time()-start)\n", " print('Elapsed time = {0} seconds'.format(ts[-1]))\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Stack results - should improve on this and add eAngs stacking to mfblm code, but OK for testing\n", "import xarray as xr\n", "BLMXeNO2 = xr.combine_nested(BLMXeNO2list,'Euler')\n", "# xr.combine_nested(Tlm, concat_dim=['Euler'])\n", "\n", "# Plot values normalised by B00\n", "# This seems to work... probably a more elegant solution here, since this assumes dimensions.\n", "normBLM = BLMXeNO2/BLMXeNO2[:,:,0]\n", "\n", "# With mag checking to avoid spurious division by small B00 terms...\n", "# normBLM = BLMXeNO2.where(np.abs(BLMXeNO2[:,:,0]) > 1e-4, drop = True)\n", "# normBLM = normBLM/normBLM[:,:,0]\n", "\n", "# Replace multi-index with linear index for plotting (otherwise get coord errors)\n", "normBLM['Euler'] = np.arange(0,normBLM.Euler.size)\n", "normBLM.where(np.abs(normBLM) > 1e-2, drop = True).squeeze().real.plot.line('-x',x='Euler')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MFPADs" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Plotting with mpl\n", "Data dims: ('Euler', 'Eke', 'Theta', 'Phi'), subplots on Euler\n" ] }, { "data": { "image/png": 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\n", 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\n", 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7QXQikdhSrWgJqOWHudM+GsFhSHVa1CtI5VLc9u9sbm6OVCrFK6+8kl/ztb6zRpt672XEBwdrqHM5HOHbB5Qb/mr/ge2m8FnVkKZpcubMmZJrZfUKXy3bW/2BGxsbnDlzhsHBwQNz0FVzdVxsEG1/jnQ6nV8/XFxcJJ1O5y+K7E3ejW63aMbV/UFuLC/1ncXjcS5evJhPcScSiS0VpnZBrLXCdK+ET1XVfZuWrxZH+PaQakYDuVyuLQ7u9RKNRhkbG0MIwZkzZ7ZdtG5EVWi1lmdWQ7wkSbS2th4Y0WsU9mpFOysrK6ysrOB2u7cMmLVHh/W4nTRj/a1ZEV8zzcklScLv9+P3+wvWw60KU0sQrYsYSZIK3GkqKYIyDGNPUp3RaHTLbMeDiiN8e0C1s/Cg/gZ0O1aDN7Cj4Fk0I+Kzm1rbHWBWV1cb9t6bwW4bYsuyjNfrpbe3t+D2ndot7O40O/3eDss6osVeXzTZTbrtWKbeiUSipKm3/SLGiup1Xd+TiO+wVHSCI3xNpRbBs2jEydQwDK5evYosyxU1eNvZTeGz5vRtbGwwNDTEbbfdVnCiOmyTFeql3GdRbi2qXOqt2J2muJftoPTx7QdqfS/2Iig7lr2e1SJjj+pTqRQLCwv5765Z6cdYLFbVOWM/4whfE7DWaqxy52oErxFEIpF8+f/58+drcl2o9yRYSviy2Szj4+NEIhGGhobKzumrV3QPI5V+H9ul3uyRxtzcXL6XLRQK5Ru9LcPo3eCwzEeExou4oihbTL0hF9VfvXoVSZJYWloimUzmq4KLPUwbnQ7d2NhwhM9hZ+zTzqempvB6vfT39zdt/5FIhNHRURRF4ezZs1y/fn1LqqVZ2MVLVVUmJiZYW1uraDBtIyK+ZornQYhQt4s0kslkPgJfW1sr2W4RDAbrPtEfpoivWQUn1jgi+3nE6vW10tzz8/MlXYWsv1o/cyfic9iWUqOB3G73rrcjWKyvrzM2Nobb7ebWW2/NN+rWW6BSD7Iso6oq169fZ3V1lVOnTnH27NmKrvgbIVr7XYj2C1a7RSgUor29nc7OznzpvnVitdothBB1VSo2q4G9Gexli4EkSXg8Hjo6OrZUBVuuQslkkvX19S1tMpYYVrLuG41GHeFz2Eq5WXiQE51sNlvX81u9cKV+oEKIvOB5PJ4CwbPYK+HTNI1IJML8/DzDw8MMDw9XdcJzUp2FNEvE7R6NVul+sTm0Zf0Vj8fzlYrFhRnWdItS76MZlaPNoFnRa7VtMsWuQtZzlJpKAmxrsxeNRunr62vsG9ojHOFrANsJnoWiKCSTybr2YwmX/QATQrC2tsb4+Dher5dz585tSV/Zt2+mgGiaxuTkJMvLywQCAfr7+2tK9TYqddisNaVmpDr3Q3O5vRT/2LFj+dutaetWYcbU1FR+rdBeXWqlUPf6fTSCg2RQvZ2pt3UhE4vF8hWmo6Oj/O3f/i2yLHPHHXcwPz9Pb2/vtp/rCy+8wMc+9jEMw+DRRx/liSeeKLj/l3/5l/nnf/5nINevu7y8zMbGBpA7T124cAGAwcFBnn/++brebykc4auDnYa/2mlEtGU9h9vtzgve2NgYfr9/W8GzqHc0EVR2ItF1nampKRYXFxkcHOTy5cvMzMzULAb1RnzWZ6VpGuFw+ECZRe8V9QhGqWnrwBank/X19XyRhj06rCTtVilHdQhtLZRb9z1//jyDg4N88Ytf5Pr16zz66KPMz89z8eJF/vAP/7Dka/zoRz/Kiy++yMDAABcvXuTKlSucO3cu/5jPf/7z+X9/4Qtf4LXXXsv/v9/v5/XXX9+Fd3gTR/hqoBrBs1AUpe4GdKuJfWVlhfHxcfx+P7fffnvFBSuNakIvd+DZBe/EiRNcvnw5f9KpR7zqiaDW1tYYHR3F5/Ph8XhYXFzMm0VbB/lOs/Vqeb0Hnd2IlIqHy46PjxMOhwmFQvl1qJWVlXzarXhSQi2jgw6yO0wp9sKnMxgM8mM/9mN89atf5Vd+5Ve45557AMou3bzyyisMDw8zNDQEwMMPP8xzzz1XIHx2/vRP/5TPfOYzu/Piy+AIXxVUO/zVTr3CZ1VuvfHGG7S0tHDhwoUtjh47sVvCp+s6MzMzzM/PMzAwwKVLl7Y8xiqNr3W/1W5rVbR6PB5uv/12vF4vuq7nT066rpc0Hvb5fAViGAgEahKAg15M0yyvTlmW8+0WpdJu1jBga3SQoihb1g+3EwIn4msc0Wi0oEfU6/WWfNzc3BwnTpzI///AwAAvv/xyycdOTU0xMTHBAw88kL8tk8lw7733oigKTzzxBO9///sb9A5u4ghfBRiGQTqdzv/gqp2FB7WLjhAiH+FZJs3Fjh3VvIZ6UobF2xuGwfT0NPPz8/T395cUPItqpkMUU03EF4vFuHHjBpIkFRT4FF90KIpCW1tbgROF1exteWMuLy+TSqUqLtZoFs1yVWnGPsqJ0nbtFtYFy9LSEuPj4+i6jtfr3eJ0Us8orGpp5iy+vRK+StsZSv12yp0vn332WT7wgQ8UvKfp6Wn6+voYHx/ngQce4MKFC5w5c6b2F14CR/jKYJ+FZxgG3/3ud7l8+XLNV8HVRnxCCJaXlxkfH6elpYU77riDmZmZutIc9a7xWdsbhsHMzAxzc3P09fVx//337/i66pnOUEma1JodqOs6IyMjWw7QSr43e7O3PfooV6xRrretWQU0B30ftYwlKnfBYrVbWOOzrEIyt9uNqqqsrKwQCoV2bX33KMzii8fjFQnfwMAAMzMz+f+fnZ0tWw367LPP8ru/+7sFt1mPHRoa4t3vfjevvfaaI3y7jV3wrJOtdSVXzwFTacQnhGBpaYmJiQlaWlq466678qNo6p3Q4HK5ak43Qu79z87OsrKyQm9vb0WCZ1HvPL5yEUgqlWJ0dJR0Os3IyEhNrjQ7UapYo1Rvm3WyVVWVmZkZ2tvba16b2muameqsl3LtFqZpsrKywvz8PPF4nIWFhS0+mLVMWi9Fs6ai79UsPqhc3C9evMiNGzeYmJigv7+fZ599lmeeeWbL49555x0ikQiXL1/O3xaJRAgEAni9XlZXV/n2t7/N448/3tD3AY7w5SmehQe1pTTLsdPz2AWvtbWVu+++e8uk43rX6FwuF5lMpurtTNNkdnaWtbU1PB5PVYJnUW9xS/G2mUyGsbGx/ASHrq6uporLdifb119/Ha/Xy8bGRsHaVHExzV7OVNuJwzCI1jLzDgaD+UILKIzg7ZPW7WOeqv2ODttaYjHVpL4VReHpp5/mwQcfxDAMHnnkEc6fP89TTz3Fvffey5UrV4BcUcvDDz9c8Bv44Q9/yGOPPZY/XzzxxBNli2Lq4cgL33bDX0s9ttEHqhCCxcVFJiYmaG9vLyl4Fo0QvmrExzRN5ufnmZqaoqenh56eHnp7e2u64mxUxGf5e1qG1tYEh/2CLMu43W66urrykTqwxVIqkUiUHTS7H97PYRlEW0qQtmu3sL6jubk5kslk/jsqdqcpfs5mFrfsxfqydfxV+n099NBDPPTQQwW3ffazny34/1/91V/dst273vUufvCDH9T2IqvgyApfNYIHO5fy17L/hYUFJicnaW9v50d+5EfKCp5Fve4vla7x2QXv2LFj3Hfffbjdbq5du7ar63TlkCQJTdMK7M528vfcb5SbnFBqRpu9sMM64drTaAe9YtSiGVFSNfsoZ/tVzuXELoaqqjatncF+QdUsUqnUnvn87gZHTvgqmXZeCqs4pV7hMwyDpaUlJicn6ejo4J577ilbFlzqNVgjZWphp4jRLsZdXV1cvHix4Oqy3qitlm11XWd+fp6lpSVuueUWLl26tO/9HSutQi3noGEZRScSCVZWVpiYmMhXLoZCIQzD2Na+rhEc5oivGsp9R4ZhFLRbRCIRotFoQXVpo/tDrf3uxRrfYZrMAEdI+OqZhQc3ha9SkSrGii6/853v0NXVVZXgWTQi1Vlqe7vgdXZ2cu+995ZMp9Sz/2qFz2qVmJubo6uri2PHjjEwMFDTvg8allG0/URjNxxeXFwklUrx6quvApRstahXUA5Scct27NbFgcvlIhwO59tlMpkMQ0NDuN3uggje6g+1LlrsY4NqeV17tcZ3mCYzwBEQvnoFz6LWBnR72lAIwYULF7asLVRKoxrQLezri5VEn82I+KxCmpmZGXp7e7l8+TKpVIqJiYma9ntYsBsO67pONpvl5MmTmKaZP9FGIhFmZmZQVbWuQg04HMUt1j6a5dzicrlwu90l2y3sUxLW1tbymZviNd6d2i32SvgO02QGOOTCZxlH1yN4FtUKn2mazM3NMT09TXd3NxcvXuTtt9+u60drWZbVs71hGAUVpG1tbRWtL8LuCp8Qgvn5eSYnJ+np6cmvK0JjTJ+bXfHZrHU4WZYLIg+LcoUa1tT1nU60TqqzOrZrYC83JcE0TdLpdH4YsGUK7XK5Cuza7Gu8e5XqdITvANKIH36lwmcXvGPHjhWsk9VrW9aIiC+dTvOd73ynbMvEbu2/nPDZo87Ozs4t64rbbXuU2UkwShVqWCfaYvf9Ur6lzRDuZhW3NEMoaonErH7CYDBIT09P/nZrjdfyLrXWeD0eT/62lpaWprbEOMJ3gGhkH95OomVP0dkrIat5jp2o1/ZsbGwMVVW5fPlyTZVh9fptFqdZrdfU2tq6bZr1IEw0PwjYT7T2MUKlfEsTiQRvv/02LS0tdfuWluMwRXyNTNuWW+PVNI1XX301f3Fdqt3Cmm7R6M81FosVpG8POoda+BpJOdEyDIPZ2VlmZ2e3pOiK2a3ilHIIIVhdXWVsbIxQKMSdd97J66+/XnM5dKNSndbEhGAwWOBMsxv73QsOmlCXsgF79dVXGR4ezkeIu+FbepiEr5EX2eWe3+PxoCgKg4OD+duL2y2WlpbyLTFWWrsRRU+xWIyRkZFGvZ0951ALXyN/iIqiFPTQ2QXv+PHjFbmZNCvis8/qCwQC3HHHHVVPcqhn/6WwevG++93v5icmVNoXdNCEZLdp1mdhFV7U41u6E4dF+PaKStstrKIny0HI/j1VkgqORqNOxHcUsUTLMmi2jFerse+qN+Kr5CRhCZ7P56tKXCqh1sjLmpigqip33333lkKM3drvYWavCk+q9S0NBAIFabhm+5YeduErR3G7hYXdQWhhYYFkMpkfx2UvqClut3DaGQ4QjTzAJEkiEonw0ksv0dfXx6VLl6peNC+OGhvJ+vo6Y2NjeDyeiqax10K1ApRIJLhx4waGYTAyMsJbb71VtehZ+603ykmn02xsbBAOh3f95HsYItRqXv92vqVW1BGNRpmbmyvwLVVVlVgstqtFGs0SvoMyKqqcg1AmkymI5K12i+vXr3Pt2rW8q1Al6ekXXniBj33sYxiGwaOPPsoTTzxRcP9XvvIVPv7xj9Pf3w/Az//8z/Poo48C8Md//Mf82q/9GgBPPvkkH/rQh+p+z6U41MLXCKwhqzMzM7hcrpoEz0JRlPyVcKOwBq663W5uu+22XRE8i0ojVmtiQiaTYXh4uO6JCfWMNFJVlbGxMSKRCG1tbczPz+dPvuFwmGAwSDgcJhAI7GvT6L2g3ouDcjP1rKjDmpywm76lzaocbUYUu1vvxT6Oq7jdoq2tjXQ6zTe/+U1+67d+i8cff5xgMMiHP/xhfvZnf3bLcxmGwUc/+lFefPFFBgYGuHjxIleuXNliNP0zP/MzPP300wW3ra+v85nPfIarV68iSRL33HMPV65cKRDpRuEIXxl0Xc8PWR0YGOCee+7h2rVrdZVG15vqtLOxscHo6Cgul6tg4Gol1FpUsFPEZ5+YMDw8TGdnZ0NOCLU8h67rTExMsLy8zOnTpzl79iy6ruefS9M04vF4PjWXSqUQQhT0uTXKBeWgslvv24o6PB4Pt956K1C7b+lONEv4mmVQ3cwePlmWGRkZYWRkhGeffZa/+Zu/IRgMEovFSCQSJbd55ZVXGB4ezk/DePjhh3nuuecqmrDwD//wD7znPe/JXyi/5z3v4YUXXuCDH/xg497UJoda+Go9YU5NTbG4uEh/fz+XL1/ON47XU5gC9Re3QO4gu3r1KrIsc/bs2apdYCzxbeSEhf00McE+JPfEiRNcvny55Ot2u4SM+q8AACAASURBVN0l+9xKFQRYLiihUCgfHW53Mt3tVOdBT6OWYiff0uKetkotwJohfM1yU2mEV3CtZLPZfPV1qckWFtZxZzEwMMDLL7+85XF/+Zd/yTe/+U3Onj3L5z//eU6cOFFy27m5uQa/kxyHWvig8pOQpmlMT0+zuLjIwMAAly5dKviRNSJaq+c5YrEYo6OjZLNZbrvttoK1lGqop1CkeKyRpmlMTEywurrK6dOn93Rigt0artyQXCEE0YkJxv7mb4hcu4bb5UKRZWSXCzZfd9ftt3PiP/wHjg8P57ezT/eemprKr3/YizbqKeuvhaMShe7kW1q8JlXcarGdo0qjOAqz+CrNEpU61xZv9773vY8PfvCDeL1evvjFL/KhD32Ir3/96xVt2ygOvfDthKZpTE1NsbS0VBAhFNOIL6CWiC8ejzM6OophGAwPDzM+Pl5XpWa97iuW76kVFZ88ebKqiQmN7t2y7NfGx8fp7Ozc0kc5/6//ylt/9EdE3nmHlbffJr45UsbC73LhNgxcgLn5F/zkJ2lpbycUCtFx1110PPAAx65cocPWP2X3yCwu61dVFa/Xm++lOopVhbvJdhZgxb6l0WiUN998M7+euxtDgJs5i28v16ErOW4HBgaYmZnJ/79V/W7HftH+kY98hE984hP5bf/lX/6lYNt3v/vd9b3oMhx64SsX8WmaxuTkJMvLy9sKXiOpRvji8ThjY2Nomsbw8HB+gbdRfp21kkqlePnllxkYGKj6M7O+i0YJ39raGjdu3CAcDhf4jS5861u89IlPsHbjBrF4HLvXjAx4JIlAMIjH7UZNp1EBzTAI+v34JQlhmqjRKBsbG6TGx5n6i7+AX/olTt5/P4OPPUbr+95X0iPTKuu/du0aqqpuiQ7D4fAW70WHxlHqO7l69Srnzp0jlUqV9S21BHEng+hyHHbhqybFevHiRW7cuMHExAT9/f08++yzPPPMMwWPWVhYoLe3F4Dnn3+e2267DYAHH3yQT37yk0QiEQD+8R//kc997nMNfCc3OfTCV4yqqkxOTrKyssLg4GDVJ+96TtyViE4ikchbi505c2ZLRWSz3V/gph3b9PQ0QogtaeBKsdKs9V5gRKNRrl+/jsfj4cKFC/kIeP0HP+AbH/kIkclJEhsbCECRJLzBIFo2S1bTaHe7UTWN2ObifDvgB+JAMp0mCXQrCpqu5wWzx+3GA2y88QaxX/gFwr/0MVpOD9HzG79B4P7786/LKuv3+XwcP348n56zmonj8XjJdSrrr9GWYPuZZri2WPuxvpPiAbOWGMbjcRYWFsr6lu60Ht6sVKeu63tiUB2LxSquJVAUhaeffpoHH3wQwzB45JFHOH/+PE899RT33nsvV65c4Xd+53d4/vnnURSFjo4OvvKVrwDQ0dHBpz/9aS5evAjAU089VXdFeNnXuSvPug+xC97JkydrivCsNa5ar7q2O9CTySRjY2NkMhnOnDlTdg2v0aOJtsO+btbT08OlS5d45ZVXan7/9TaiW32Bpmlyyy235A9GIQQv/tRPMfH3f48mBLhc5Mf1CgGbItcLoGlIgJXwjGz+twVy4gas6Dou4BiQBJY0jRYgqKqYgJDAk81y46GHaLtwgeO/93t4bVVrxVmGUs3ExetUKysrBZZg9tRccXR4GIpbmtUCAKWPO0mSyvqWlpqn5/P5CsTQfpFy2CO+ag2qH3roIR566KGC2z772c/m//25z32ubCT3yCOP8Mgjj9T2Qqvg0Auf1ce1trbGyZMnGR4ervnqrFFT2O2kUinGxsZIpVJ5wdvuhNCMiK+SiQm1UKvwpdNp0uk0b731FiMjI1uuAv/hyhXGXnwRgFB7O4uRyJbnCANRwJKMFo8Hv6qyIUlkhSAGeF0yt3S04s1kyKg6umESdsm0edwIQPN5kVWVWDTJYiLBCQn0N7/P+P/y7+n/dz9O6POfRy5azyhHuXUqyxKsODq0n3itStODTLMivmopV0xjb/Au9i213ouqqrta4LSXI4kOk10ZHAHhW15eJhQKMTIyUnc6wlpfq3UKu51UKsX4+DiJRIIzZ87Q1dVV0YlgN4XPPjGhra2tpinx21Gt8FkXLRsbGyiKwn333bflM/r6Bz/I4r/9G23hMGo8jqKq+ehNAVyAHAziTiZZAazV0bSqkgYkITjhhlYJEprJxkpONI97YE0HVTdQVY1uFxjxFAZw2g+GgFlNos/jwW/orH/tH+BHL+P5yZ9A+rmfR9hK8quhnCVYJpMpiA41TWNpaSkfFVoR4l6cGGvhIFmJlWvwti5S5ubm8hdm9fiW7kSjzj3VUk2q86BwMI6SOhgcHKy7d87C7XY3pA/vzTffzAve+fPnq7ry3S3hq3ZiQi1UKny6rjM5OcnS0lK+TeKll17a8rg3n3qK0b/+awDUmxsjgOzmHwDJJN0BP8F0hg5FYADzWk4EBZA1IGlCpxs2hExGN1lUocWVK4ZJGrCgQ29HiPR6gsU09PpgUAhkI4VpgKFBXGRpe/45er7+T0hP/Sr8b1udLWrBfuLt7u7ORxU9PT0l03J2B5R6ijZ2k/0a8VWDdZFi+Vj29fXtqm/pXkV8h82nE46A8DWSehrQM5kM4+PjpNPpmgSvEa8BtoqPZXlW7cSEWve93fqUaZpMT08zOzu7pfDIet1Wmnn5H/+RiT/4gy3PkS0zL9CtpjEFrG7eHZag3aeQ1XTaRG5tb00DRTbp9cCiCjEDZEmiuzvM2kqM+fUEx7pD6KsJFjLQ0x3GWIkjyRKdvW2sLUTwtEIok0Y89STS+iLiY5+q70PbhnJpOWuq93ZFG6FQaE9L4w9SxLcT9mG3tfqW2gWx3Peyl2t8TqrzCFOL6GQyGSYmJvKuJqlUivb29roqQ1VV3fmB22xvGAbRaJTR0VFkWW6a5Vk5z00hBHNzc0xNTXH8+PGSfqj2ghF1dZXvP/wwaipFWFHw6Tpucj14ktuN5HGjCBVJUzEEZF0u3FphlKsLWEnnvst+NwTkzSjQhFUV2vwgybCeFCytxOgIgsftRSQStLSCnoSllTjHW0FEBbF4ksEePytJnaBXxY9O4rf+O+3j30f9r38CDVz72e7ztzuglBo2m0gkWFhYyPtjWlGI1WrRrOkJzYj4mlUEVIkg7eRbak1LKPYttQTR7/fvqfDZU7yHgUMvfI2eyVfpBHLLxisSiTA0NJR3NVlYWGh6O4IdTdOYm5tjZWWFkZGRqlMYxZFXLdtaCCFYXl5mbGxsxyIa+7bvfPjDuFIpQkBc1zEA6xPpcJksxYt9BA3a24OE40kkGVZ12LDprxYKokeSDAQhK8NKHBKbZZ+9Lbkn75fAzJq4AW0DPH4IeEGTQG+D5IbKmguOqaAGXAjJRYtPkH7ha4Qn7yPzmS9i3nWp6s+sHNX+rksNm7WX9BdHIZlMhvn5+V1p+Lb2vVejlRpNPYJUblpCqeGymUwmbxxdi29prcRiMc6cObPr+2kmh174GkklwqeqKhMTE6ytrZW08WrWMNpirIkJ8XiclpYW7rjjjpr23yjhK9d8vt22QgjSo6NEv/lNBFDqkE9mcu0Kxdf6q/EMQT0XFXqBUz43SpuPaDwORm4NJrU5OGOw2088niaSgdUY3BEAlwA1rSEU8AZBTYIUduGNG7gM6Lylk43FCIkWk/C6gQgbKDq4Qj6MtWX8//lhsj/zCPpHnqr6c9stypX0a5rG1atXMQwj3/AthMhHIVZ0WI+Bd7PMo5uRTm30fsr5ln7ve9+jt7eXbDZbk29prcRiMSfVedBodMSXyWRK3mcJnuVbefbs2bKDPJsZ8WUyGUZHR0kkEgwPDyOEYH19ve7913KlKcsy8XiciYkJFEUpaD7fCStNOvmLv4hqzTSUpFyfno2sCR1eWCsae6jpBkG/TDydE950RoNFDRkItEOwDRY3coKZWEkjAadackIpYqDJEDzRSnImSlpAoAuyqwZyB7g3IDkRoa/DxAy5SfgUPItptFM+PNEMmC7oU/H+v7+L6DmOceXnqv7smonb7UZRlALDYNM0SafTxONxIpEIs7OzZLPZAgPvaioYmxGNHTYPTdM0aW9vL3hP9n7QZDK5rW9prRcqzhrfEadUxGe3Pjt16tSObRPNivjsExPsxTSRSKRpDfB2rP4nWZa5/fbbqy6PtiI+fWzs5o1CMOjNreu5dB3JFJgmyCZ0t/iRM2kEoEuQ9fkxg16k9MaWaHAlCn4Z+n1g+mBhUwBjMTjWF6Y1rBOdS5OdiRLu9xCfU0muQfgYpJdB6gLXmsl6ErqzGp2yhnoCstMZvLfKmOsuTEnC5VbxPf2rpIZvRZz78ao/w5tvu/kN7FbPWvGFit3Au7iC0T7RojiFLYQ4NBFfM4ywofRnVo1vqX3SSDW+pU7Ed8Sxi5Zd8KpxgqlX+BRF2Va4dpqY0EznF7gZcSaTSdra2ujs7KypJ8iK+KTNaLWjxY83lcY0IJLVtohZm5IlYasBkrNp5GiaoW43iqqRlWE5CSkVTBO0VnI2Lhno84HR087SdARNjSNWobMHImuQnlMJtkM2BfFlCB+H5CIET4RgJsFGD7SnwSuB+xZIr5kEuwVmRMM8HUJeTuL/nf+D1H95AboHqZXdjJaqEVaPx7PjeKfp6Wk0TcPtdufTpPU4+FRKM1Od+22IcSnfUqCg1aLYt9ReWWpvgXGE7wDS6FSn1VS9uLhYk7l1I1KdpYTT3vu23cQEa8JCPfuv5KSlqirj4+Osr68zPDxMd3c3U1NTNZ/wZFnG0HV8Lol+N6Rj6XyfXqcnV4lpZyNt0trXTnK+0MUlsqrRGQKiOUsyTxD0kJdkKosCSICeAaYi9IVkXD4TJNCWoDUI2XYvqZUsih+UVogvQsdtrRhpA8/tIdI/TCAPBWlbTiJ3hfCfktCyMh5PFBGLI7qCyDOLBH7zfyX1yb+DzoGaPo/dpFwaUo3FWHj+eRa+/nUSs7Oomyk+SQjQdUxVBSFov/VWBj/wAY6/970cP3785vaqSjweJ5FIsL6+ni+q2a3xToct1dkISl2olPMtfeGFF5iYmCAajfL2229z991373jR+sILL/Cxj30MwzB49NFHeeKJJwru/+3f/m2+9KUvoSgK3d3d/NEf/REnT54EcueWCxcuALn+6+eff77B7/4mh174oDGDQXVdZ25ujrW1Nbq6umqe5qAoCtlsducHlqFYOA3DKJgUv9PrqlS4yrGTcBY3n99yyy35k2g9Xp2SJGF+61/ozCRYLfoqMyq0eiBaJH7xpQjesIIWt10oCIjpCkG3jqnlilRIZvED4cEAQSPF0gIIE/SEiZ6AgdOQXodMFJR0lvY+F5F5A0mTOPUjgvaFKAy6kBYMzEugakl0GZSpBMoxkFv9kAEp6wE5CZKElFkn8BvvJfXki9B+nP2EEAKhqox+4QvMfutbZObnUaNRMhsbmJqGZJpobjcIgZFKoZsmGXKVtS0+H0vXrjH/93+PDASPH6f/J3+SW3/zN/F4PHR2dtLZ2Zmf5H3q1KmS453sBRvhcBi/31/18XZQi1uaTbkip+HhYV577TU+9alP8eyzz/Lkk08Sj8d58skn+cAHPrDleQzD4KMf/SgvvvgiAwMDXLx4kStXrhRMX7/77ru5evUqgUCA3//93+fxxx/nz/7szwDw+/28/vrru/+GOSLCVw+6rucnevf39xMKhRgcrD1FpShKfvG5FizxsCYmzMzM0NfXV/HEhN1KdZqmyczMDLOzs2UFuJ5oU5Zl5L/6c7SMSasLUtys3JQAoYHH70FNq3gU8CiguMAfkNAlSGdyAgmgpXWMVgmiAntcE59OEe6BUyHItsHSPBg6rGdgQIbsKVidAmPeoLMPEhlB+zpIvcCMgRhwI89q+HpA+ECMgBEFZS0Np4ExFfOkD2lFRUrHwNQJfO5BUp/+GoRrszhrJEY2y+KXvsTcc88x/847vBGLIQCXLKPIEi5FwetRWIrGyZYo8jrhVXApLlLCZHVzra91ehrtmWfIfutbnP+7v8O9mTKzosrtxjtZTfirq6uk0+n8CdoeHW5XZHWY1viaaept0dHRwQMPPICiKPze7/1ePoAo10f8yiuvMDw8zNDQEAAPP/wwzz33XIHw/cRP/ET+35cuXeKrX/3q7r6JMhwJ4asl4rMiqbm5uYIT+cLCQl2vpd55etYP76WXXqKnp6fkpPGd9t/IVKcQgvn5eSYnJzl+/Pi2r0eW5Yr7IIuRJAlp07ZMNgrTm+3tAUIuFTmrovplzLR505QzqaG0+5DMDMgg+wAP6KEw+GKkNA/J9ZsH8koCek3wzMMJD+inW1iZi6EFwRuBvjOwGlVQ53Va+kBqBdaB4+R8zTqAWG4fkteLPChjJN3Iy0mkcwbySgaOgYi7kdolyK7j+ctfRP3f/7Tiz6KRxS2GqjL35S+z8td/TWpykkwqxWoqRdwwMDb3oxkG3eEAsUSKJQGyBJ0BH35NRZgmCQM6A14WUlnI6sgS9HkgokNU02iPRslGo7x25x2c+/P/Sej++3dswi/lfmJ5Y1p+pcXl/Nb6od/vz68JNysS221R2svp63Dz/VnfTSnm5uYKKoEHBgZ4+eWXyz73l7/8Zd773vfm/z+TyXDvvfeiKApPPPEE73//+xvxFkpyJISvGgzDyEd4ViTVSH+8nYpTymGfmGCaZs0TE+odDWRFbdU0nzdi37IsI/tuPr9PhZOdQcxkFhFJIcil2txeE7PVixa9mU7WIxmUNh9yKoOZAlIgb8QA6B1S8fkhG4CNNKwtkCtQWQJJBWUiRq8L9P4g7sUk0gp0u3Qy571EJrPQBXSAWAe9N4CymkaEQAqYSHNZpCEQPh3JNDAlH/R6kPQkkqGB0BCuMMr4d1DXR6FjuOLPo94TbWZqismnPs3it/4VPZ3CQMJ0K6RlCHgVQlkdEQgiFAVdCKYjsXyEbQpYS2VQZIkTnWFcsQyyR0FJZdE3759VwSfDuRYv0ViWdaAtssH4h/4jd1x7pyZRKmfgbZXzx+PxgskJ1nG7sbFBKBQ6MAbepdirWXyZTKZi395SF2Tlfqdf/epXuXr1Kt/4xjfyt01PT9PX18f4+DgPPPAAFy5c2LXG+YP7S2gwVqrOSh1WG0lVSrURX6mJCa+++mrNBQD1njBlWSYWizE1NUUwGKyo+dy+bT1rfN5bTpG5NoWsyLR1eRGJJCkfZG1ZNzMLkpHF3eVHW03nb9c3MriCLlySgbAtscbHgSHwL+eCtp52CcMnMIZAnQbLFkZ/Kwl3gyzAvA6+2SzHj+da9CRNgpNulJkkUidICXIVon3AMhDQ4CS5aI/NiC/gQQg/kpJF2tDw/dMvkvnpv6vps6mGzNgYC099ivl/+w6yoeOVJVIehblIrOBxna0ektkk1s1+F3R6QfZ5iaqCDrdJNK6zuBIHYC6rEQp68HsVVtZTtHty1wTJRBaPC1QDkopMZzqN9s41REtrQ6Kk7cY7zczMEIvFWFpaYmxsbMtcPXt0WO9r2G320q6s0irsgYEBZmZm8v8/OztLX4kxXV/72tf49V//db7xjW8URI/WY4eGhnj3u9/Na6+95ghfPWz3w7SvlZXziSymnubbStsZhBCsra0xNjZWcmLCXrjbR6NRZmdncblc3HnnnVUbWtcb8Rnn7iD4T9/AG1AgnmsyD6ggd0J67eZjhQ6sp/Ee85Ndvil+RtJAhBUUv47YuPn4vPitgaQJlDVQZPDdJqMqHrKjGUQCktPQ2g7yBdDnJKRVgTnUisuIIi2pMAhiGqQOcqnWaXLiF5IR8yZSD7mFyXWQWlQkWUVvCyEnMkirb8IP/yfc9tM1fT47kX3nHdafepK5775CfCOGLIPUFmQ9EsX0+ekK+wADl9/DWiTJbFGlkGpA1HBxXMvizoBbUcgWfZWJpIqaUbn9uIv4koG6GQB0BWA1BQFFpj25gf7HX8L86C/vahrS5XLh8/mQZTm/Jl883smyAqtl6nqz2Svhq6aV4eLFi9y4cYOJiQn6+/t59tlneeaZZwoe89prr/HYY4/xwgsvFBTSRCIRAoEAXq+X1dVVvv3tb/P444839L3Y2V/fbhMxTZO5uTmmp6fp6enhvvvuq8iNxFojq/XAqCTVGYlEuHHjBj6fjwsXLhAIBArur8c2rBaSySQ3btxA13WOHz+Ox+OpaYpDOZPqSreN3/suek59GWMpdbOwRQJfGuRuSK7YNjDBXEnjP+YhvayCnDOdRtURAVC6QF+9+fD4OEinwbd+c3uxAP7+DP5jkLk1gDqdIu2BwBooQYE53IY5vgH9wElgAsRIGGk0DsfBPOsBxYe0nICQgulzIxkGKDqiJ4A0nkBu0ZAyBpKeRP7WU3wnNoh/s/m7EcbR6g/fIvrJJ1l56/voukZA6BhdLcwvb2Au58I5D2lC3S2sLsdIxjW623z0SCYxU2Y5mqG73UfQ7WJlJcnCZrQ8v6HTHgBNQDQNbkXiRE8YVpMklg18XrDqX1ZT0H0sSM9GFlkC9dvfRvynX2p6A3vxeCcLa+q6VcqfTCYrHu/ULDOBRg/ArpRqIj5FUXj66ad58MEHMQyDRx55hPPnz/PUU09x7733cuXKFT7+8Y+TSCT46Z/OXeBZbQs//OEPeeyxx/LntieeeKKgKKbRHAnhs/9YTdNkfn6eqakpjh07VrHgWVgRW63Ct12q0z4x4bbbbis7McES390+EOzN58PDw3R2djI/P19zO8ZOY4nKYRgGGxsbrCXi9CkCpRVUGcxNL2pJAm8KpG5IJWQCYRNvEBSfG5cpYMiDtKjm/Mc2EQqIYdBTueBMk8JosThKPyjz5CKzjIm+BEon+NdS+AKgyyA6QVoD1+wGci+w2RfILSC/E8cYCUKnQJZTSK0qdIKpeZGn0tCSe5wUScBpMFtDSJ4okstFQKzzo5k/JXrhN7aMr7Fbg2UymR1/s2ZknfSvfJTIy1fZWI+SVVXM9gATG2l0PffBBXzgaQuxvJwkOn8z1bmxkUFRJI51CDo7Ia3A0lJyyz42UhAOuLi9zyC5IjDmbj5HKHxT+I63Qr+WRFNBdIUJ3XcPsX3k3FLNeCdrjJB9pl4zBGkvp69XY2T/0EMP8dBDDxXc9tnPfjb/76997Wslt3vXu97FD37wg9peZA0cCeGDwurD7u7umotD6nVeKXXlHo/HGR0dxTRNhoeHd/yh1VuZCdunSu1G28WzA+vpA6w21WkfV+Tz+TjZ3YGUSiNJ4Alvit/muVbyQ7gHWvoEGD6kWAaSmxWkaRAtLiSMXMUlIOkgzYOnDzxRgDj4AAHGv2tFSkQx1DBMxtEToPhA0sCdACHJiDtAGjeRrBRrPzAH5o+0IL8WQzqZey7WyLlit0pwB7nBf3GgNXe/lNFAM0GWEIqJ+8ZfETz7MwR6LxekguzWYBsbG6yurjI3N1dQ3h8Oh3O2ev/jaRJf+h+srK4jTBNPmwctK0AW9LfKKF4/qoCES2JtJYlh3rwYaev2EZQzrK8JVpatWzMM9cH4/M3vpr8bWj0ysQUTPSpjaoXf6/q6RLDdS1/Ag28uhtIKGuCVUyg/95+aUp5vn5NXLeXGO2malq8snZubI5FIkEqlePPNN7cIYiPfnzOLr7EcCeGLRqO88cYbFVcfbke9wmfHmpiQzWYZHh4uGE2yHY3qxSs+kHRdZ2pqisXFRU6dOlXSaLveXrxKhM9e0NPR0cF9993HwsICussAF6DnojxPEDQ3uHpakJNxJEOAIRByBjEURJpI5pv9pJiBkEE6DizadjYPdOae02qBcI1G4RTI6ThiAPDl+vKkCBABKW7CKtANYtAL17JIvWDeGkJ+J4ZxewCXmoJwblvSIKVMREaBkAwRAUEJ4feAT0FqNyGbRYRylafef/sFMj91teAzsTtuCCHyxRz28v6p777MwH/9L4jpaTJZDZ8is55RyUZylm6B425SkpvI/M2xTa1AqMeF3BJiYylKdCXD1tgOVudhpC+XLhYJidSKILoZQqeTgs7eXEUsgOyC/h5Bt5lBn8uFfYY3iKdFo3P4OOrIOcTk5IE0qXa73QXjndLpNDdu3OD06dNlh8xaFyWBQKBm8dpL4Tts09fhiAhfIBDgnnvuKdt/Ug2NED7TNHnzzTfzExM6OzurOgk0asKDdSBV0nxuUW+Byk7bbmxscP36dfx+f0FBjyzLGB3HEbcNIL01m0tbyuAe8oGsguaCbO57kUxgKYno9yPF07k0pHX7IjmhS0De82wNCIBo9yJtbN44SS6KS4OUzf3RDWLIB1GQRjNwDqREFnGLF5E0kaRELt05kYYAkAKhSIiWIMgGsqznor9uIA6SW0Usgej3gKIhKSmEEkJ2z0NmEnynSn5GVrrYXt4v/vxP0P6f/5vo7BKqT2FDCFLLCZDBe8xNPANLi4VzClu7ZGR/kOh8HHMpSltvgKyawt6b7nZD3zFQhJvkokbLUJCF2a3SmM64kV0a/T3Qug7yPMg3XbFQvDq97QrcdTdweMYSWSlIy/mkp6cnf581ZDaRSDA7O5sf72Q38K50aoKu61vW+ptBLBbj9OnTTd/vbnMkhK+euWHF1CN81sSEVCrFyMhIQQqxWa8BbgqQEIKFhQUmJiYqbobfrVRnMpnk+vXrmKZZcn3TKowxf/Qh5OU/QKxKcNKHFN2s2gyA6Awh2aIZKZJGyBLSCQGz3LR6sdKPnZv/hpwVTDYLQ+SiQIC53OQFoWwK3xrgkSCQRtwpIekC2siJpSDXvL4OUr9ARF2I271Ia2nkWCK3piiBlCEnuG3AMoiTQeRAEmF6EB4FOZvACLSjrP8Jet+nd/xMhaYhf+oxUi9+E1NV8bf7kRNp+iQTc6idZEol49XIIpOJaXhDCsEWSMQloqsaubxrjvhCiraQG9EvoZgafo+P5FyGzJwgl6iE+GQSfxjSNzcj0C5xrMdP8R6LfgAAIABJREFUq1tD2NKhuqYAOqHjcJwscvcgqSefzr3uQzKWaLt9lBoyW2zgXTw1odx4p72s6nQivgNKo42qqxWd4uG00Wi06ijPTiNSncvLy8zNzdHe3l5V+rfRqc5sNpsfkHv27NkC89zibYUQGB/8v3D9/ZfgjAlxewMfSMkEos8HURUpmduPZApYB9EDUhqIgQgBrX4kVxqzzw8eGWQXkhbLRZK3g5n1IkU1pIiJ5APR6kaKa0gLaTgOwiXlOrVVMM96kcZUpAkBdwIrgEcgGamcndlKTjiF7AFJRbgBjwdxyo3w+hBqGimuQqeKmQ0huzdwxb/Ndr8ySZJgegzf//kw5tQ8PlwkFmO50TXH3cQjYIznDLo9wImBAPqpMCsyrI/HtzyfywNdA+CWTLKLoAYk4gvpLY8zdWg/Btk09AxCmwrKrECKxJCDubbH3BOCMEyO3x6ixW0gS4Lk578KodxJdK9FqVFUK0iyLOfFzU658U7WGm4ymaxpqkm9HMbJDHBEhK+RVDKF3aJ4YoI1q29+fr6uKq16hG99fZ1IJIIQYktvYCU0KtWp6zoTExOsrKwwNDTEuXPntr0QyLdCdPQizpxFXr4GrQKhy7BhIllreckMwg2i34s0vxmJBYDuAMKVQgoASZCM3EldFmmQyS12rZD7dxbkUBbR44a4mWuFkDTMM53Iq2swD1KXiXDLSJqJtKTDnSAiCtJ1HYZAdHiQFjNwilyKNC5hKgGkfpCSKqRVpA4VBIg2CREMI8lxZCWB6fchq5O5IbtlPhP/S/8fgS/9N9SFKNFVHT2WwDjZSmIhgTGb68FzhRWU3hDZpSTJ2Zw/bBgInGth7p0YLrdE10k/bjVFalZCGxdom9IV7HKTovB7lhVo64ewJNHhEcjjha/JsK5DJGgZdtGtG7jdadiA1G/9d8Qtd+Ufe1givkb5dG433ikej5NOp5mammJiYgKPx1MQHTZ64rodZ43PAcgJXzq99UrYjn1iQqnRRVZLQ61rjrUIXywW48aNG7hcLjo7OxkcHKxa9KABTeiGwdTUFLOzs5w4caLs+KTt9mu87+eRvvoJJCOJ5DYRXSCym5WckBPBRBbz9gCymYIsSNKmMXiKzSpLcut9Akhv/nWDyMpIKRMSICU1zH4f0noGSQIptoZ5awtyVyx/5IhVCSllwAyIY8AwGIYXVyaD2R9CIoEwwGwPIrwmckiFIKBuvpYuEyluQCiO8LoRKTeSK4VkZpBjL2K2/uSWz6LruS/Q+Xd/lZui4BG0nw2ixhQiOgjJwHsyhOmSSE/EyV7fKNhWCUCLrtJ2LsTiOwnUd1LkZLKwzSQzpXHsHKxNSLSfbiVoaCiTSaSpzccWJQgkr4TICsK3QJfbjcfvQVpOYvpC6L/405gP/seCxx+WQbS72U9rjw7X1tYYGhrC7/cXRIfWxHWrCtXq/dzJwLtSYrFYxUV3B4kjIXzNSnXai0S2m5jQrCnsUNh8PjIyQmtrK9euXatZvGqNNoUQLC0tEY/H0TStaks4u9G4+e9/Fv7iUznhIBcUCW8GMRCGxQQEFej1ICeTIIHo2gycNhvWJZVcdNdCTgStsv0VkBQT0aPAko4kQJ7NIDo8CMlEyuhIYzHEQAgplUAyTMSAgtnmRZ5NIm3oiLCEbGThDEiTCWgnV7mpJyDkzkWUJhACM6QgNA+S30Byq+DSIKxhev1gZlGiz6AWCZ/7D36Jjn/+a5RkGtxu/LqBdGMVtwt8vQE6utyshmH9zZvpTCUkERjwI2V01GkV/XruAqHjvI/Vt7ZOWfD3ufB3+QnKOmE1g/T2xpbHSAqITXMXyQstZwUdBvgSoPcoyJNJ9OFWtHfdg/bIf6P4CGxWO8N+S3XWitU7vJ2Bt7V2uLq6usXA2x4dVvO5O+0MB5xGzOSD0qJlb4rfaUIB1L9GZw3E3Y5MJsPY2BjxeJyRkZGCg6Se/dcS8a2trXHjxg1aWloIBAIMD1duxlxyv5KEece9yG9+AzYEkm7khE2NY94eRpITSOs309GSVe/SSW6GkeXYktz86wJhbLYr6CDN6YhWEB4fUiSDtK4iPC7ECTfSgoY0m0C0+5B8GaSEnqtaOQloIFx+pOUUTIJ0DsSkG7NXQ44BMQ2zK4QpFISkgT+FqSeRfAKkILLkxiU2wKUiCONKff/mByAEnt/5MMq3vgmLKYTPi2syhul1oZ0MYsypMJrCBfSsqgTvDBLNGkgZGXUqhXZt6ygs+a0ModMKmRWd8KAHv8uLMptEnjdgs0hI9uQ+m2IkD/h6obULwssyclsAeSqB8Mu41jT0u1rZuPwA13/8P5P+7ncLbMHC4fChEb79MuzW5XKVHO9kGXhbLS//P3tvHmRZVt/5fc45d3tr7ktl7WtXV3f1UiDo1oKQYIxnpEGDjQBLgIQ1oYEJWQ7h8ICiY2SsGZkGKWIcckhCHnpESxbDIsXQ8jjG8gASkoal2ZpuAV1Ze1ZlVuX+1vveXc45/uPmy3xZmVmVW1VDF9+Ijq54eZd377v3fu9v+363au8UhuG2VJq+13HPEN9uoZv4uh0TBgcHN90kcicjvpuHz9erne2E+LbS1Vmr1RgfH8dxHB566CHy+Txf/OIXt7Xfm19c0n/wPvzxz2GHBTb1ETMRFECaOqRgywLh2mxgvPOO0CHAQVaGywEqGR8yumQX1EwQVYA2Zl8ZsdBAxBouaOyBAFFvIxbbWF8hhjWilmBThRjTyGZIeryI02rAJTCHHEQ9wYyAmJGkykOoSkaSGkRRI1oSm29hZIjpdRCqjDANZDqHaD2HzT2C/2/+O5znvop1BVgFC22iw32Yi1U4uzRe4II8nEdoQe+VJupgmekXV4tPAwgXigchKAZI6VK9VEd8J+46USvwx7LJig6CI1AchlJjSd7tKtj9JotuBdhjHnakTPJf/RL+P/p1Tnd+rzRdfgB3DJ3r9fqq1FypVNo193W4exHfbn7njbCdY7mVgPd69k7dAt5aa4aGhraUkr6d+3oURbzzne/k61//OgMDA3zyk5/k0KFDAHzwgx/kqaeeQinF7/7u7/KGN7xhS8e6VdwzxLebEV+SJMuWPB3HhK3U67ZrTdTBerJn3cPnBw8eXHf4vIOddGZuRm+zezD/xIkTu1IcXxNpHn8Npm8EuTgNToQ9mEOI1kr601iIwOZA9JJ17XdKs50s4M0E2AAxmJAedkGJbO7ObcF+ge1ViIYG2ljpI7wIEWpMVIJBg5xoYicE4qDFmWmgx3xUOcJoB2dplMEM+YhmkkWeBtBgdRlb8hGqAW4bkWis04Ikn2mKph+FPzU4438LjkA2muhTeUxFYr5eBW0QR/JIX8FEE3FxJbIrXa7R+qEStW/UKRzNkevXOHWJvRjBZQtkbhHusEs6s37DljNcpNCvKOUNxZkWbiPFFEvIiZVUqhBghxX2RBE7UCR60/+K/qG3rN6O46wa/E7TlKNHj2KMWW7tn5iYIEkSPM9bRYhbTc918HJKdcLulWw2snfqFvD+gz/4Az772c9SrVZ597vfzcMPP8zDDz/Mo48+uu484Wbc15966in6+vo4f/48n/jEJ3jf+97HJz/5Sb7zne/wiU98gm9/+9tMTU3x+te/nvHx8Tt6Xu8Z4tsNWGup1WpUKhXy+TyPPvropi15urFTM9ruiK3bXWLv3r23HD7vXn8nYtEbIY5jLly4QKVSWU6v7tbNut6LS/LffxzvD9+QpRtVC7wlhZWY5ehOQDY355K1NLZZli2jTtbxeQpsIfPOEQIcEqyS2VxgpbZcE9QlF+Un0IgyEu0HEdURGjgDYDG1PHpY4k41snk4XSc90ItzrUp0OEFVYrSrELqETlOsDhGuBJ0gjY91cyAVRtZgxEH95/8H+RWLmG9je0ugJc5kHVPwED9Zwn6zhZhYm8Zk1EHucxjWCfm9DvZiCy7e3MKSIXcwob5U5xQlhXfUIyjH5Noav7eB+PvVy8twhfTsCbAjOej10WMnaP/Tf78pN3lrLUqp5WHu7s/jOKZery9HJB1/vW7h7mKxeNsH48sp1XmncbOA94c//GG01rzmNa/hXe96F9/61rf4+Mc/Ti6X48yZM2vW34z7+jPPPMMHPvABAN785jfzK7/yK1hreeaZZ3jb296G7/scPnyYY8eO8eyzz/L444/fseP9AfFtEt2OCblcjgceeGDb29pMje5W6BDn1NTUlobPu9ffrtD0etBac/nyZW7cuMHhw4c5efLkrtdv1q0t7v8R0n/yr3D+719fbp4QAD7YnAMyBwstRJJmf4iyBexeH+s5UDJI0wIBwuqlhpM8YqGVjSnM1LBKYEdyiMUQVU+gDnZQIBKbee65kPT7uIsRIgcMtXFbBv0osFDEBAb3eoXoeD9qroIeFNAuoHN1jAAGLKImIWfRTgqqgZQ5bLEIX6ujPteCWhHreMgrC9iBPOmAh5oIcasx6ckS9osx5ATiaB6Z04hZg5iN4bspCvCOl4im1s7uAYg9Hk6fpO+1bXI1cG9oxExrueHHtj1WpUD3A1fAni5i97cRNYMdLJO86s0kb/rgpn/PjWp83c0b3em5mx0UGo0Gxphl4uwQYrdYxd3oHH2pBsvvBur1Or29vTz22GM89thjt1x2M+7r3ct0hMHn5+eZnJxctf19+/YxOTm5i0eyFvcM8W33QVytVpfHAE6dOkWxWNx2naqDnUR81tplkeIgCLalPbobItew2tpps9HmdrFRqjo98z8SXfwr/Gt/i0wFshkiAGFSMPWsczMgi+5qYB0JowmSKIsCc2BbDqKZZvN7UYiVYEaKiGYrS29Oh1glYVggKhoxZzNFmCELdXCnI+wI2KZCTGvSUR9nLsKM1JGRJB4UuJN10r2AKmI9kaVgEwFeGd2TQ2gHHIsUUSaCXa3ifCPFDkrkhQZ2uIQZKSEn68s3re1xEf0W8SMl5AuNTJt0HQSzbSIFFATqSB7Zp3FThTfdRDZibOwjxteuZ/tBzK2Qnj0iMfcVkAcj6G0iag7pw68geuvvY4fv29LvudU5vo0cFDZSQSmVSsuC0rlc7o5dl3eD+LabndkptjLDtxn39Y2W2Ypz+27hniG+raLbMaEzBrBb2G5zy8LCwnLUWSwWOXny5Lb2v5MaH6yMJly4cIHBwcEtWzttBzdHfNZa5ubmOHfuHIMP/zYPJG9EVq5kqcuUjOg6p7hNdqUfBNFjsLHIJEaWlhOk0AvGzSMq7Szam89ypXawALaFmDeZxJiSiGEDVQvTQCBIh12cGzEEGjuQx5kKSUYLOHNNdE+A0w5pH81BS+O2QuIBB0yAdVxSmijXI/XqCGFJPYHT9gn+S5rVKx2LeWgA9WzWimp7PPQeDxlq5FQLdSHB7ClmAt1dsB5wOIDBGCF8Ssc8nG82ETPNlfGNzrIqWjNuAGD3FuFAI5NiawKHLOpCHTvqYnWJ6O3vI33N/7Ct33M3UoSd7sSbNTI7nYydxrNOqrRQKKxKle6Gzc/3+6zgrbDb7uudZfbt20eaplSrVfr7+zft3L6buGeIb7NvEM1mk/PnzxPH8S0dE3aiPLHViKszfC6l5IEHHiCfz69JI2x1/9t9i1xcXCQMQ2ZnZzlz5sy2apzbOXfdXn61Wo2zZ8/i+z6PPvoouVwOXXsb8tkPZSlNl2x+DrAhiCZYVyB6bZbW9C04YHEzEeokgRbIVphJbfXmQWvEYoSoZFGULfsQRIiFjADpcTD7LMYrgxuSjIKQvcikStofYFNFUszhRBFG5glqTeLBAhqF205o5wOsF4KVxGmKDDyQCcIxeF9pIGfA+qBuWKxfxTzQh2jEiMkmzvnVaXIx28CeyGF7BXgKUW/D9QQx14Y5EDQwJ3s2EoHBLilqmxEXfVBhSgky8qAvxL0MzII95iDOp5i9OdIzbyB60++Bv75f5GZwJ5VbOqlS3/d58MEHgZVOxnq9vvzS1m02u13T37sR8e3E/3Mn2ErEtxn39Te+8Y08/fTTPP744/zZn/0ZP/mTP4kQgje+8Y383M/9HO9973uZmpri3LlzvOpVr7oTh7SMe4b4bodWq8WFCxdWma5uhN1wYd9MxBeGIefOnSOO41XdkdbaHXWobifV2Wg0GB/P8mFBEGxbYHu77vFCCJIk4fnnnyeKIu67775Vb6PmFf8L9trHYHEe2hqx1MYhCmBLHra3CKaNaIUZOWoQJJm8WTmPVR6i2kRECaKWNYvYkost5jNFmDDG9pQxD1roFwgTIdsRQiyiywLV8pBxBd3vI9MElUakvUHW+VnIoyMPGTYwQRnd20YKD+20kfRgAk0qE4Qn8b8boS6liHYmaJ2OeagZDYFFLI0tWAX6YAEGPEgN6noTW3SQ31q/jgdg5crvbQXovQIzKqEAuifCK4JqJMilOmZyKsIdX1LK2eshQo3+sWO03/RvsSOv2NJvt+73uQuSZd3YqJOxYza7kelvx05oo6hutyTLboXvBy++zbiv/9Iv/RLveMc7OHbsGP39/XziE58A4IEHHuAtb3kLp06dwnEcfu/3fu+OH+89T3wdx4RKpcLRo0cZGhq67Q3puu6O3sJuN85wq+Fz2Hn+eyvE1+3CfuLECfr6+vjyl7+87fTLdogvSRIuXrxIrVbjyJEjDA4Orj0HUhL/yNN4f/dfg1UYW0BU6ojIIvwY4S9kjS15sKqISBJELco6MtshgqVobygHDohqCxEmCFPFHAigz4eggWwbOupnOi+wrkDVLNgYXfYgEYiWJi0VUbWINCii4gppwUXlFdq1mCQHsgleHi3raCmx2kW4CUE1RYRge0FMgzMVYwXE/RYeKSETjXujhTPfhPmVmp4ZXD+C10Me6TDowRjz2hKyLVALdZzEwryGeWg/WEY1Vub9TE6hrmusA2a/gz3cQ/zj/4L01D/b9G+2GdxN4tto/+uZzXZLgl25cmVZEmw909+7kYb8fnFmuJ37ehAEfPrTn1533SeeeIInnnhie190G7hniO/mm+xmx4StdCLuxgD6eut3HvAdXb7bCTdvF5tRX0mShEuXLjE3N7ehC/tOiG8zuNknsFQqMTR0i1b54deiD7wNdfUTSGrYfrCiACpEWJs5OABCZz51tgdwgywSDMnEq8MVHVZzvAcxVEPadja+sDQiYQsO1kmR7SWDWQW6qBCxQrVapIUAYSJEotEFg2pYhOthdBslYkQhIHYUKs7qilIqkpym8GIDabLULCGYPUCuiJyP8Nt1uGIyT8GbYBWkMkU/VMTmHayIUC2NWkxRSYxahHafh39lbURoJbjXVj43BdCnNFII7ECB9L5/SPwjv5dZ0H8fYScZkfUEo28e+r548SJaa9rtNleuXFlOlQZBsOv3bJqmLxnxvRzlyuAeIr4Ouh0TDh06tOyYsBXstvJKR7j5+vXrq1wc7hRuFfEZY5iYmGBycpIDBw6sKyLdaY7ZTkPLZoiv0zxz8eJFhoeHefWrX73sanE76Fd+DIoaNfHpjMxsM0t1mhikg7UuIhXQjhBaQ7qkVRmALbhYFUBsoVci3epyJ7/1JNb3AYNoJ8g2gMUWwDoCGSlku4XJS6x0cZptdFBC6AQjXazRWFmARENb4AQuJi9JZQwyxa0F+NMaoUEfBTkDah5W5GZAHyhirSUtKWygkMYiGxHOQhu/HqHbGjW3wXUpS6xM6q+gdX8R4fuofAsnDbF9oFqKcP/D2Df8n9Bz4rbn/HsRu51K3ShV+pWvfIVisbg8ZtFut3EcZ1UTzc3eelvFTsoqO0G1WuXAgQN3fb93A/cM8RljuHTp0oaOCVvBVqyJ1kOnUePm4fONRK03wnZv7vWIr9uUdnR09Jbf5U66sFcqFc6ePUuhUFiliLOVuqY++ScQjKKu/x/QyoHjIZIYbJp1cDpkDgkumWh0TBbtpUlGVPtLSKeWmcc6S+5AkUGErWX7I5MX6ECCdlDNFJnG6EKA9gJoxbQHitDjIvIGpAZPIm0bI1wsoFNIjcIROVJXU3pxPvPwa4NczBwm4r0KWegFDCKM0LGH990FnA1KebovQIWNNZ9bJYh8jT5ZxJQkwrU4OsYLI7zBEGexgW2CGfahuI/JH/4X1Ad+lP09+9fZy/cH7ka3pRACKSXDw8OrUqVJkiwP4N/srbcd94SXMtX5g4jv+xwdktgquayHnUqOWWtJkoQvfelLWx4+72An6cZu4uuMBZw/f57e3t5NzQXeCRf2MAwZHx9Ha80DDzywxqhzqwSvD/02pvAA7sSvImQ1kyyxZDqeiYDYIrqDozwZERZBFOpYLSEVyHZXU0gBjCuw0iJSiWopZBxlmy0LrGshEKh9EdIFLd3lFCtGYo0EpRDC4LgS68S0VICoS5yqxrqQDIpsNvCGxatoqKxEaUn/+mLBxpOk5YCor0QyEGA8gxAJMjU4rRS3GSFGEwoXm90BJOkBgTNtsErQOnI/zYf/GerU2wlnZxEv0ezYbuGlGgGArAdgPW+9TlfpevqYt0qVfr/U+L6fcM8Qn+M4y4Kou7Gt7aQ6u0lGa83jjz++bYHbDnlt54bo3FjVapXx8XF83+fhhx9eV4NvPeymC3tH5qxara7byLMT2KFfJO59I+6l/wbR+nIWralsnMEiMARYISFViFaISFJsKQsCkQYcMAqMElh80D4iTZFRiDQaXI3OSbTrYVQOMahwVB1pNYkogJBY64BNAIkVCozBCg8LCNq41qJmEmxOoJoWFVniWCKszbovSwEm72ECl1R6hKeHMSZFWo1KDE6rhYpSPBGSBAUKU3Prnov84mpZM90vENYnPX2ChTNPUCk8kkUpL7xAq9XCdV2SJNl2m/9LjbvRbbkVSCnXdU/o6GN2p0o7TgsdQkySZFtjQzvFDyK+lwF225Nvq5JfHcmzXC7HI488wje/+c0dDX13GmS2Q5xhGC6PStw8FrAZ7Eaqs9us907JnAHg9pOc+Gvk3L9ENv4tmBCRxojIInUriwIVWVt/3oWCRyIsmcJ1NuguU4NK2wjaGSsGkCpJIh2MkBgFYqiBaw3WaAwCI2O00GAtRhmwDQwSawXWxsRKEfkOsSMZbLfQJUnSJ9CYbEjeEzihxqENray5ptXTR256ce0xLp02Ydd66wHoXoFQkB6R4ElE4CHyfUQPvZ/0yC+QA3LAnj17ALh69Spaa/L5/Jo2/87Deyfi0XcDd8P2aKd1xJv1MTtIkmS5q/Tq1assLCyglGJ+fn5VqvROu0K8XL344B4iPthdh4ZO3v52qNfrjI+PI6VcljyDnaUqO+tvNeqKoogLFy5Qq9XwPI9XvvKV29r3TohPCMHs7Czf+c532LNnz66knjcDM/ivEHIcp/1M9kEh4zxjwGgXkwi0K8nRRHVfIir7z3qQSoEWEhBYBMJalEkzyyFp0dZm20SgASPskiq0k7lFWDBWUPMLxG5W68uFIX6ocRsrOw0jhRuuzSjIdPXgunEEJicxPuCBKLSIT6nsrhYWmVpkZLH94NSzXK/pLRPf/09JTv5LNppoF0Lged6a2lVHPLqTrgvDcNlnr/NALhQK3xPald/PDu+u69LX17csnnHu3Dn6+/vxfZ96vc78/DyXL19ejgS7z38ul9s1wv9BxPcDrMJmUp3dw+fHjx9fcwF1Ira7QXzdnaxHjhzh/vvv50tf+tK29rvVfXdjYWGBGzdu0NPTsy2N0Z1AG83fpu/lYPE6h82ziBRiXLw0xVUJeJB4EoJMzcwskZuxEmMlFoE1AiwIA9IYlNG0yi42sCyfDZulUS0Sa1n6t8Da7GFUFyUS5WfRHw5DrQo6kKSjEi0gRiBcB1N0sjWtzQI6a7HExNJBpjojNWORK3smBZybgj5bkKiawRZypAceo/2qfwf+rdPJG0UynucxMDCwKh3d8dmr1+tMTk7SbDax1m67kWO38HKar+t0UHfOZQfdRrMdRZpWq7XG9He7LyNxHG/Jbu37CfcU8d1JF/YO2u328rD1sWPHVinMr7eN7V5YmyGfTtfoxMTEjjtZu7HViK+j+iKEYGRkhMHBwbtCeteY5kvqLOPmKpGao3dsnm/IV3EkGeAftj+HT4y1EFlIrYvWCuOCFAKBRVmNAKQ1SJuREIC0FrmkDFMtFhDKYOwSUXaIDrn8b43C4NASHvMMoK2LtB6elRzUV3AaFqerS7ieuhSra62GUk/ghOtfv1aCWur2tApMUSFyOQgS9L4fo33//w7+5lrTt5LCu9lnDzZu5OjIgxWLxeUu3TuVjnw5Kaps9IK8kdHszaa/zWYTY8yaAfxb3YN3W1nnbuOeIr7dwnrE1z3w3YmqbnXh7IYZ7Ubrd8/BDQ0N8dhjj63pGu0Yym7n4bBZ4ouiiPPnz9NoNJZVXy5cuHDH1OZnqPB3cpyz6iqLYg6LRmhJ6sb0iDpFu4grEua8Ef7UewuPmOc4rC8RmITUOPg6xgiB9gEhSFebHa2CXYrsQuGirMUi0UKhkRgkKYrYBsS2iLA5tIDUCkJypMIgcWiJOgiLExiigkPbdYmR2GoBvD6wFQQaaexSqlQvNduAUCClzmqOEowDTgTKWoQGqQzJ4VcTHf4D8Ee3dB53+tDbqJGjIw9WqVRot9t89atfxfO8Vam63aobvpy8+LY6x7fRy0i3k8XExMRyRHcr09+XK/n9gPi2gW7iu3n4fL2B7/WwUzPajaLOjoNDsVi8pTN8hzi3c+PeLtrs+PN1UqvdCjQ7qQ+uh3kiPq2+xTn1AtBEExBYibAJUibggAe0KHBOHCHBYci0yRPyBdnDc/IhTvMCI8yQp42yKalRxMJDYhGik7qEFQLsRF0CbRXxEvuk1kUjiWyORXppSR8HiRAJsXAwSIz1ECZAWRdpY1KpqPYWyDUjeqJMNaYqA0rptdUHKpYivpZdHsvoRjKgUKHOLJXKgvH7TnLx4EHGkq9zVP8jxLr+C+vjTrztd8ugWDYJAAAgAElEQVSD9ff3U6/XOXPmzKpU3UZ1w2KxuOXr9G40t9zNVOdO99Mx8t2M6e/v//7vY4whTVO+/OUvc/r0aQqF9UdpbsbCwgJvfetbuXz5MocOHeJTn/rUGqH/5557jve85z3UajWUUjzxxBO89a1vBeAXf/EX+cIXvrA8RvGxj32MRx55ZEfHvh7uKeLbrRuhM8A+MTHB1atXGRsb23KTxm5HfN1NNA8++OBtL9TO+ttVX1nvu1trmZyc5MqVK8sD+eupvuwG8X1BzvAf1Dla4gJ5Ylyy9KQrmpkDw9JyCYo2AR4JA3YRRyQgM09aKBJSZMrupU4vBVvjR8XfMijnKVFHZCU9NA5kVbvlet2S1SlGSCJcrBBEBMwxCEKQ4JLgUrIq69S0Pm0kDSExStKnBS2RI/ZchqlBHmoqR4scslambhyUjlFpiJMmKG3QysEhwUjAFxg3s0lypMbJa+JexeJgH88fPoWWJYRd5Ir/Sa6Z/48B/UMcS/4xOW4/l7Ub5YBboTtS6rgo3Kpu2Ghkw4fddcOOVuatjuHlkuq8U/vZyPT3xIkTfOELX+DDH/4wf/RHf8Tzzz9Pu93mM5/5DAcPHrzlNp988kle97rX8f73v58nn3ySJ598kg996EOrlsnn8/zxH/8xx48fZ2pqile84hW84Q1vWI5Qf/u3f5s3v/nNu3683biniG830EkjNhoNoija1vA57DziU0qRJAmtVovz58/TarU4ceLEpruwdjqScLNyzezsLOfPn6e/v/+W/nw72W9bwb9R43xRzqNoMMYEfaJ201KWkBwGRYEmg3Z+pXmx673HWKjSgwCGmOWIuAgCznE/55a2U7I1Bu08fWKBQLQQZEQoBFnTCxIrBCkOCQ6XOYBNAgJiIpsjcSRt2rSlykYccLBW4hqfmISW7KXmBfh9miTx6GnWKNsWlSBHSU+vPioLOm8xBZCWrGsTAE1cVNTKfYwfOEDqemgcPBo4os28PYhRi8yp/8yM+yVcvZ/98Y9xyP7wLaPAOxkt3S6i3EzdsKOV2W0r1KlbCSHumkHs3ZoVvJspx97eXk6dOsXx48f5wz/8QyB7GdnMsT7zzDP89V//NQC/8Au/wGtf+9o1xHfixIoM3tjYGMPDw8zOzt7VDtJ7ivh2cvHcrHCSz+c5fvz4tre3U73PDgFPTU1x7NixTblKdGMnLuzd69ZqNcbHx/E8j0ceeYRcLnfLddcjzdvha1T4d2qKS68GI+ZwZAgIztsDDNgF+sU0EQHKagao0iuqKyt3nZLYOtQp4RMzyg2Gxdph77YpE5MD2rSFz1X2E1uP2EpGuc6QXaRPLqIwCJu1sFigSZmW7aXpellKE0mQGhxHgBG4WmGFR126xNKhbAzS+MypUfqDywzIRbQnmLYjUC9TESB1gqPbeLqBow1WKazUJIHAuAKlNHW/wDf3/xAtv0BMkDXhiDrG5kjpJRYxPjEal0TUUfI5zjtn+Y59hl59jPviNzBoV7/F3+nGhu0Qxu3qhtVqlWvXrhHH8XLThu/7hGG4qy3+3XipFFXuBmq12qr53s2+3E9PTy/Pg+7Zs4eZmZlbLv/ss88SxzFHjx5d/uyJJ57gN3/zN3nd617Hk08+eUc6S+8p4tsubh4+z+VyfPGLX9zRNjsR21bRGfyemJigWCzyqle9atf0OjcLKSVxHPPCCy/QbrdXeQVuZt3NRnz/xTb53+QVFmVIXob4Tkz341IjaKZlUiWRBuJUMq1HssFza3GsoS8fE6oEx6bkRNbrn1iPCY6jUoExgiiVNFsBY4VpckENj2bm/4dPgkvdltknruELqNHHVHoUT1h61CQtAtrkCKgxJ3pxaRMTIAwUkGBcIhETunIpMnQhdYm0puUpLrGPk7mzVP2AZlxiOF6kmXfodSZXnQtrwfig8hYpLLHncCM/wnj/IayIMLYfT9RQMsFYQZs+rKiTExprFU0CcoQYNFoYfBZYcF7gb5wXyethDiQ/yv36R7KE8R0mvt3a/ka2QlEUcenSJZIk4cKFC6ta/DvkuVPhaPjeU4fZTVQqlQ0jsNe//vXcuHFjzee/9Vu/taV9XL9+nXe84x08/fTTy+fxgx/8IKOjo8RxzC//8i/zoQ99iN/4jd/Y+gHcBvcU8W31ZqvX65w7lyW+7r///lVvm7CzG9hxHFqt1u0X7NrX1NQUly9fZmxsjAceeIDZ2dlt73+7smNpmjI1NcX8/DwPPvjgliPNzRDfJR3xW/Ia484CBVWjT3TVnCw4bYWiRTFXy/Q1WbLXcVaOJ2oHFNwUT85TEOnqxsylfzfjHHHL42DpCkGhvWqBps0R2jyHxASjcobUOMxGg0yHIxSdJuViwhQn8EjxiYnw0Nan1yaYNIe2EU0noCUhwGCswrU+KR41RxHIhJyJeJHTnAmew9WaomwSeZZGM0fiHkILB4cqjg1xrMY6lko5z1V/H1eDMYxQNM0o1ho8ERFgqNo+esQieTGDtorIDiKo0CMWsVbQpBdBhC8r5G1InSKhsnxbfYYXzecZSk/Sq+6jT6xuSNhN3Gli9X2fXC5Hb28vo6NZR2t33XAj4ejb1Q1vxt2YFbzT9daNcKvh9c9+9rMbrjcyMsL169fZs2cP169fX/VCcvP2f+qnfop//a//NY899tjy551o0fd93vWud/E7v/M7OziKjXFPEd9mEYYh58+fJ4qidYfPYSVVud3B3M02t3SnWLvrZ7VabcfNMVuptXU7SQwODjIyMrLhRX0r3Ir4akbzQa7xDX8SR4V0v2aYtsJtC3KFRfzc+nJxxkCrWWBA1RnLX9rgG1gqtT4CIg6WriCDLsUUmyO0JURawDURaao4ywlyXotGVGDMv87x/uxFKLIeJTwcC4kp0zSStjZYCS3jkVdZJ2dic+SthxYpFemSIlAWjPWZky6YPN/kYU6oi2ilaKZ5pPEwOsbSQqkWEktbupx3T3DeOYVjYxyjyalFivIGM3YvhogGAwhb4Do5elkgJ9rkmSaxLrEZQol5iiKTPGvbHiJh6GEBxALzdpCGdEj8v+PKyW9wIT7AaX6So+bkln/j2+FujRp0k9JW64bdZLhRqk1rfcfnUV+qqHK7AtVvfOMbefrpp3n/+9/P008/zc/8zM+sWSaOY970pjfxzne+k5/92Z9d9bcOaVpr+cxnPsODDz647WO4FX5AfF3olvQ6duwYAwMDG76Z7pT4NtPcUqlUGB8fX5Vi3cr6t9v/Zol3ZmaGCxcuMDQ0xKtf/WrCMOTKlSvb2u9GxPcHccpvmRilfO6n83dLayFHYGIGB6YRG+j0JrFLru3SF1zHLV1ffxmtWKwOEIgIV6aEJs/fV06jFPiuwXgpJvTYW7iI8rIuwp6l9WqNXk72nKWRFLlUP4LveOS8Jnk5iyNS6jbPTDrIfucqFkWMh0+Ktj41oZiTkmHmwVry1uGqHkDLJtYqqtLhs/q/5UU7zRvEX1JwruMWEyIhMLhURD+pCZiQe2jZAtqmOCqiZRXTyUmKzgzDYpIZBvCsRclFXKBpy0zaMTwsZRuRF/PEOCSmn7y4QSCqBEBsiyQ2oCQqNEWBkACtwM1/m69wga+aUfYkj/LDyWtw2Z2H/N0Yjt4Mud6qbliv19fUDbvJMJfL3bUh+ZfCi69SqbBv374tr/f+97+ft7zlLTz11FMcOHBg2XH9a1/7Gh/5yEf46Ec/yqc+9Sn+5m/+hvn5eT72sY8BK2MLP//zP8/s7CzWWh555BE+8pGP7OZhLeOeIr6NbratDp/DzptTbrV+s9lkfHwcY8y6KVbYWY1us+t3iDefz3PmzJllhfjd9ON7UVveFUe8KJfs0U2ZZysPMRrO0qMqFL0mrg9z4RBKGJTQKKHxZIqIPGQdHFGnpQW1yhiBr6h5Ci0UVkq0BBnBWGmSXH+WWjYIXGJcYsDCYpk+Z5pCaUV/NdEOM81hrJa4KuFadBjPbxLIEDc2pDbiQnQET8X0uYuYRFI1/Qw4C9DK0fISjMgRCoXAMGMOEltJC4knYtqmRM3RuLqIxNBrfphUP8x3vf+LopinSYkGI7g2IkZgjaQgKkiRPWhdock7c7RsmXOin2IaY1SVxAYEoo0jYgZZoGaGqMuEkAESm6cpXAzH6TMJqTBEIpNOc+0INRRFUcGTlpbNISjgy6tM+LO86H6Hw+lxXhu/Ho+dyY99L+todtcNR0ZGgLXzbjMzM7RaLZIkoVgskqbprtUNb8ZL1UBTr9e31WU5MDDA5z73uTWfv/KVr+SjH/0oAG9/+9t5+9vfvu76n//857e8z+3gniK+m9HtELCR2/hG2G0XdlhROqnX65w4cWKVn9dm1t8KbkVe3d546xHvbvjxaWP51YbmU05M2nVfO82UnkIFsd9So4faOnNncsHSE1foGa2S5UNXztNK1dSSVhWjzg1KxfWdWxszBXpsjcGh88y1B7kejpEIF+Wk6ERxrHQeKVeOc74yQL1SYu+eeQJH0y8XmIz30bJl+myLVitPo9CkanzKwiO1ORyr0dalYRVgKds2YdrHBRz2izZ1ISnYgJ+PHyJkkW8zRkUM4IsakSngyEUCkdC0vbSES2LzpHE/Jfc6ORHRFjnyNsE6lobtI7E+EXV6RHbMZTlLZPK0bAlP1Vl+lAmo2X4Cq1EixoqYHiC1OWrGpyQrCGpE1qVNgby8xgW3zVnnKvcnx3ht8hqcbT4+7sZw+W6mUzead3vxxRcpFApordetG3YixJ1EbC8V8VWr1ZetFx/cY8TXudmMMUxOTjIxMbGt4XPY3YgvTVMuXbrE7OzsGqWTjbAbEd/NXaWdLrjFxUWOHz++oc7oTv34Pifz/ONqRCW/QioiNpR0g+KetQ7iHdgmFBdCBvfNbGQsAIBuuIyKRQo9a9OxSexQWywRVwPyXki12EMbH5m3+LTxbAu3kme4b5wkdZiaHSPUefxymzj0OXnoRcKkl4vtY/S4Ncp+lanqPgKnjufHzLVHcN2EyOSw2idUUab7iSZnJDO2j5CAIi7T2qcsY16TnCLAJWCY1JZIUVir0QJq9KBMDi0MDi1c0aThusQMo4xPn5hkTvRRJMQRMY6I0VZxluOUbcQg1/FliGPbTKcH6XVW5gMHxAIJDvO2nzI1hBA4okVZtIhMiUQIiqJGjgrGClIRokj5uh/ygneJh6KTvDZ9HMXWCOZ7JdW5G+jp6VnV9t9dN5yenubChQur6obd/oabwU6E7HeCl7MzA9xjxGet5fr161y6dImhoaFbDlrfDrsR8aVpypUrV7h27Rr79+/fUsQppdxRx5dSinY762Q0xnDlyhWmpqY4dOgQ99133y0fTNuN+GYSy1tqLt86PJoZvQLWWPLNNj3DFaS7gQBzavEnE4b3TOPs35hwVVtRqrfpHbqM1pLFuT6aYZG29kldB1sCG8G+3BS9I2vni3QiiaZzRNJQjY+TH2jgjiT0UKVZyROINpPzhykMLNCjKkzV9uIEMblyk8XFPvb1XkPHRYrBLNcre3BcQxCkYCXttJ/LwgWrcIXLvBYUHINhkJ/RK3N0xvbRIjM+0rgIAoSs0zZ9tO0hesQEfaLCJHsoizozdhDHFAjJkZeZW7sSmhE7xzxDXGeM2PRhRYODzmWqdhSHEH9ptMMlZVTMUKVMahX5pc99WccH2rYfS0RONOmhCgK0LVMX8OXgq3zdnOWV8UP8RPqKTcuivVx0NNeLxm5XN1xcXOTq1aur6oa3shR6qWp8L2cvPrjHiA+ydOKtNCw3i50QX7f6S5Ik21Z/2Qk6xHv9+nUuXrzI6OjopiPf7UR8/2lK8M4pQ3p6hTDdRkJvuYK7d6N5Rou8ZhjumSU4uL7Jqm07xBWPoOHQli2aTomphfuRPRrRFbAKNPKS4NCBSyi18h105DJTGaQZ5xkI5hncN0f37ENlsY96q4d9uRkKeyoksUNl7iDtUkSpt8Z0dRRJyrBqUm3uwXFrzIf9WCHIB3Vs3MdVUSZBElhLgs8iAf1uHSuK/Er7yKrj8RllnhZKtBDWI0KjTYAv5mlQZpa9GKsp2xZIcEQKokpqXZ7nQY7aKxREHSVSeu08U+yld4kQJ+1+qqKMb4v0mxYlObu83x5qGATzdpiABo7IzlEgFgAI9SBK1vFFRI+oEZph5kRAQYZ8Kfhbvmxf4FXxo7wuefi2BPhyifg2u4/b1Q1vthS62X39BxHf7uOeIj4hBIcPH941a6KturADzM/Pc+7cOcrlMvl8nmPHju34u2wHzWaTqakptNZb9sbbqr3Tn12RvOOrDlZ4lI1An2gyqmowttZ6Zxmzlp6khpePCRt5Kot9JNbFdRxS6VIXDnFJIRcN+8Q1OJapuQgMNz8mTFvQMx8ycvg6JlHMXh6m1iyR9irkvhQGoX+hwuDQPCBoNgvMVQZxS0BfjG0Y3FyNK+cOkRtr4g3WCBv9VNI+Cj1NmotDXHZzFGtNin5AOw1QSK7WhmkQkO+t49qAKhJtHUJZJhCKn0qGOWVX108H9D4uOjdQNl4yh3doy4jE7CUSEIgqEligF99ICjJLXToiYcRWmBIjJPYIo0zSL+bYYyeZtnspi0UckTLAAghoCJcp8xAOBldWGGaGQMQMMU3NlplhgGFWiDGv5tBWUk8GyKkaTWnwSIitQ5M8ZVHny/5f8SXv2/x06yd41Ixt+NO+XIhvJ/W3jeqGN7uvVyoVrLWEYbhKuPtOvyg3Go11m+peLriniA9eGhd2WJH2chyHhx56iHw+v2P1l+2g2Wxy9uxZkiShr6+PU6dObXkbW3lofeyC5D3fdLBL66QzHiEeF1UfjFuy2fSV/zvS4PQ1yB0Kqfi3HqLOf7vJvuNXUcHGaVd3QdJTa1FpBJxtn0AeSBFHs++i0FgLpZmQ3r4K16b2Y30HNdDCLWRu51HDQ9agOlCm53iFxnyR+blhiger2NBlemGEXG9IbXaQdFRxfe4A+d46UegiWtBbXsS0ewk9SYQiVkW0LTCUBLwnXWsX9OPp/XzF+w6xSJDWUhcBPbaClg1qZj+SFp6IyYkmDQa4ak9zhPN4okVJzNMwx8nLKlVb5IbdR1nMMGInmbN7KSzN8AF4JAzKSa7afeRskQmRp42PRuLHgqJb46rcyyBz5JYkvREW48ZM2yFUUiJx2kgBHjEtG2C1R17N8B9y/4n/N72ffx6doYe1MyjfS9HYTnAnGk9udl+/evXqcvq00Wisqhvm8/lVZLib0l7W2petHBvcg8S3W9hsqrN7GH49aa+dvv1udv04jld1jDqOw6VLGw157w5+f1zy3ucdljtREggPS5Arxj7dryAi1fQcqqBHY+ytGibalsELcwydnl3zpzR0MbUirbBAY0EweuoaSX/2QFBoutOYJpYUJxRxSTPrDCLHUjK/H0Hteg+1VgkxZjh98u9JIpfJ83spHa5R6K3TmhklGmghMVSqvQT9TUS1iFcMSSKJiKC3XKOuB6jXApSv8D1IVS8lIj5oR9az+SPApWT6qKgQV7ZIcajSR49dxBEtZhijpBv0qDkKYp5F28MV9lEwDiPiRUbEOSbtMXxRJ0+FFI/vipPkbYiwveRFZdX+9otrTDMM1iUQSwTnQ3vp0XDZHmZR9FGijsdSSloAbptIl3CExZUNhDAIp03L9JBahVHP8z95FV41M8BPh/tXtfu/XCK+u7GPNE0pFouUy+VVTTSdKLDjr9epG/q+v4oMt6NT+lKpxdxN3HPEt5vWRLcivjiOuXjxIouLi8tO7Dfvu9Pav903q05n563SHh1vvBs3bqyaUQzDcEddobfDh74t+cCLK6QnMZiTGz8kvDii//QCSfnWTTNqKmWfuEb+dIhJBOFkEZIC7VyOiu/T6nGgXxDU2hw5fQHlr76J01BRu9xLU+QpuCk9x8aXU6MmlcxfGSQq+Kg9mW86NwyzzTGCvQ3Kx2pUJ3qIXZdgT0hzrg9VbhNg0G2XSKU41mBaCl+6XG/vIU0lbk7Rih1CVUDKlCeiMkOuwIj1H5ynk4P8lZrHWggpkhdZo0qJCiEeDenR0scYUhco2ZhIpsQi5aJ5gLJtMiCnqdoySmTXZy81EDBHEccM0SeuLuuWAowwQ1WUqNsecmK1jF5RNCnSZIo9OFRXvY7kVB1jBYvxCL3uDEJYhIxxgdSUKHkzPLvX8nzc4qcv9DLwYkacUkp836dcLlMsFu9IZHE3RibgzrsmbBRVCiEoFAoUCoXb1g0dx1nlvH67ecMO8b1cTWjhHiS+3cJGxNdtTHv48OFbdkh2tnEniK9b23Pv3r08/vjjqy723TaE7cZvflPywQtL6U0D+UJKOLbxpdYfN+EVFZINlFk6cJ5P6BFV5vUg11oByR4XM7b2BvauxhzZfxHlZ8cXVzxq13po+TnSwxJxSiBSw+BUJgSd1AJmpwewe0AezUYPTCJoXe3BzUH+6ARJy2Hm2yPk76/jRIL57w5QvL+GWSxj8iFJ7BP4LdJmjnqul8XQEkcevXnD9STHQKAJhcOvtgN+3POWz33n5UMIsfzfj3Ocz9rvIkSbSAB2iIKcoWb7iG2eQFYxKuSauY8eOYmx/UjRxpVNWsBEch8DNqLore5cLdOgIQ0X7Qm0VeRFlUNcwUHTQ53AJFyKDjGUXxtJj3Gdqu0jEqykPgEpLH3eNLW0hIsi52QRpZJ1chasaLDgW54+pTlzfJh/Hp7g+qUsOrlx4wb1eh1jzJrZt+12W3fj5SAgvZV06u3qht06pR3iXK9u2Gw2VxnWvhzxA+LbJm4mPmMMU1NTyyasNxPNRtu4E+orc3NznDt3jr6+vg1HNnY6B7gRnvoryQcnHGxRgAZZsoR7NrjMjCFfryFev1IrtTHoGQc956BrDrrtYoyDVDG5n2jQXqdm1A1vKubo6AXimkftXJl22ccektCbvXx0XkGKX2uQlFyufWM/6pEUUbaZcEwsia/10BpW6CPZQPzkc/sIDjYpPNCgcbUEeSjeX6f2Qh+lBytEC0XSVNFujlAdATWjiWxAv285H5Y4kKvTFDl+up3nPT0rv4UxBmvtqv8DoKEnHaDmRLTpxcoFMMMU5AxVu4/UaIqygStrNGw/VYoMshLBDbnzaCt4sf0ge50rlJyVAf4iIZoGIT4al3P2JDbKUzRz7M9f4mhwjrONU+wpTq05tz1ikdR6zNBP700+iGWnjrUwFe1h1JtGCoMQUGCRnK1xhf08697g78uLvH6kj3/QHFoWkDbGEIbhsmbmpUuXSNN01exbx2vvewl3IyW4G3N8N9cNISPU9eYNn3766eX06PT09HI0uRlsxn0dsmfP6dOnAThw4AB/8Rd/AcClS5d429vexsLCAmfOnOFP/uRP7thvfs8R326nOru1LAcHB7c0G7hTvc2bibNer3P27Flc1+Xhhx8mn8/fct87Jb6bazVaG/7nP3WxnoDHgDEwg0t/1zYb3UuzLksiS043EGVL8y/KaOMiS4pIdtUEATwo6BbOj2082A6AAXNZUGg1mfT2YceAkbW/tV6UtF7I07O/QutwfrnupyOJvt5DY0hhliYMkkmXsJ6nvqfA4dkrqOuQu6+O0ZLqt3tw+lJufGOUeLQX7fqIkTpmTtL28gSJ5Erk058aYu3zSLXI7+xZO/MFrHqwdUjwTHqQv3RnaQiFMn20xQLC9OPTZkEMYE1ASc4hRULBNpjQpxjgMgWVdcoqYSm581wVB2g38hz1z9LjZmTVIxaYrx0hX2oiRQpBjRYe34weJZ94DDhXmKqPMVZaS36OiBnjBvN2DF9UVqU+hYAx/zoNXSA2Af1uNkYhhYa2T9srk8gG/3HsBl9qN3l/WuKAzdJunVRcR53/5tm3iYkJkiTB9/1VZOj7/ss6JXen5viUUuvWDYMg4C//8i/54he/yDve8Q6mp6fZu3cvf/7nf35br83NuK8D5HI5nnvuuTWfv+997+PXfu3XeNvb3sa73/1unnrqKd7znvfs/GDXwT1HfLuFjqHqs88+S6FQWKVluVns1hB8u93m/PnzhGHIfffdtympoZ12t3bXJzvk/96nIdQHsjDpCjDb2b4AxLL0NBYYFrSOLt10ZTZEIWyjXltlvV4XfUWRnvNIQx8z7DAweoP00bUvHTaB9rfyNBtF2gdy5N0m7uHsvOu6wl4oUz+h0IeWtltRhFcLpIcFok+QTPtc0A/QLhrcr6VIpWmN+MirEv90hDdlyB2qwxWf1qBLbtEl0eBNl2mqBqfzAf/+yOYezh0yfD0H+Y/2LC3RgxGLDNkcLRHhmjZCOiySIzH76ZdX8USCQTDFAWgZjuXGEUCfqjIVj1Eu1pg0exlv3MeJJQI8Ur7Idyv309+7sHKu/RD8kBo9xAR8p3qKXn+BEX8aJVZfKwNiipbppyXsSlPMEoqqCarJVDzKsDOHI1NcIdAyQdsc2vrYoM6vm2/ws+0H+Sd6bVSw0exbFEXLNaypqSmiKMJ13VVkeLsH9G7gbjTowN2VLBNC8NBDD9FsNpmZmeEjH/nIcslkM+d0M+7rG8Fay+c//3k+/vGPL6//gQ984AfEt1vYjYu10WgwPj5OHMecOXNm2/nwnUZdQggmJiZoNptbdmHf6XnoqLc0Gg3Onj2LVUWeefGR7I/9QB7WbVsEUMDR9f/UDbmQoH6iiljKdpgFQfptn3TRI8172F4HeoFeGEor+CdWD7nH5zzCq0XCkQJmWMGSi1K+FaKrCi73sHhYwCNL3zMWNL5bINmvspGHFIKLHgsDEvICe94h3euAZylOa+zDEfKywS23WfibIfyHEprfCIhKBifMk84Kfmgwz6cfTG4psbYePBQlfYxENglskUWr6BGztIVCWxclEpri/2fvzaMjvesz38+71b5o36VWSy2pF3fTXtoOBoJjQggXMoELuUPwcEICIROWeBzmgBOWG2AS20OGYQL3Qq4JQ07IwcNwSWE/XrsAACAASURBVEJyc8llMU5MsM3S2G3cLamlltTal1Lty7v97h+lt/otqUoq7ba7n3P62K0uVb1b/Z7fd3seSGRP0Bu4iLAzyJoCfng6dzP92mXCaopBbZQr1lH8Sr5EgKPpIU54L3G87iLPJW6iKbqxphfyJQn5ksxl2pm32yjoPoJC4FPSRORlWtQF/HIMxfaSzbfg8a9seI8OzzwZy8+KUY/lbFwkG0uCvNmIpcT5ivc5HjcHeUhv3FL6TJIkfD4fPp+P5ubm0s8LhUKphuUISOdyOUZHR0s1rEAgsKc1v4OSRDsMrc54PF7aPEuSRGdnZ02/V6v7ej6f57bbbkNVVe6//37e8IY3sLKyQl1dXSm67erqYmZmpuLv7wWuO+LbDZzIKpPJMDg4SD6f31UReKcRn+ON5xg9bkfqbK8ghODZZ5/FNE2OHz/OO7/YgCkkVJ/AagNRjfR04Oe3fn85aRK8ZRVzWMOc92AqXuxmFfwSrNt8SpaFd6AYuVgrCtmfhcj6ghhtHlinDyDHBBEbVuU6eMm1Y8z9S4BCtwYDRd0Rz7xCWtfItUoIHRiRkQZtyAkasgb5IQtpTGDHVVaW2gkfyRB/JoI/YCJSAeyY4GzE5h9u2T7pOXi3eYR3KldYlUzqpCxpo42IZ4603UKERSTJQA2k+Vn6JgYDl7hi9+GVdcL+JDNWB76szJHARepNnfza2qnINuFQkkm7CyUdpN13mYVUBw3hjcQF0B6cYzbdgRJMgySRRyZPC7N2OwXTh2JbRNNZQpkw/vppMkaElB4mawfxej3EFBUTBV1ohEQaee1amKqObkcIYDKpjvB6aZCHC3V07cD5wWnoaGxsLP3sqaeeoqmpiVQqxeTkJNlsFkmSylRRQqHQjr83B0VIB+FksR6bqbbshfu6o5E8Pj7O3XffzenTp8tSrg72M6K+QXw1wG1b1N/fz6lTp0odeLvZ+W23uUUIwdLSEpcvX6apqYmenp4938luBUdQO5lMMjQ0RFdXF5PLEv/wtAwIzBCUVrf1KAB3VH9vLSkwJiRYBfohdbUZNAk2znmXIbi0SFaSkWcaWW4IQO/Gz/dMgTYHmajCbDxKU7hYCys87SWHD25da37JgW/aw3KLjBSUEAsSSAJp0EZLCrxenVybjfWMhlEIIKkyHjnP6tUoAcVGLnjxrQjuiFr8jzt3TnpCCNTZJToiBlMNAQrISJ4FCnoTeU0iQwvNYglN0omGEozlBgnICsJbHLzXFBMrAJdzZ2kQk+SSHfgj1xpSFNmGUIpFu51UNoyUtagPxCseS0dolrl0B3bw2oiAKluocrEpqdAsUwDyq6cphCmZ+xYAFRMVEx8FsqYfv20heYrHKMsmeUAxQgTkMf6N7xgf0QO80a5em6712kmStKGhwzTNUkPHzMwM6XSxbuwmwlpVUQ7LIPYgsJkzw164r3d0FFV9+vr6uOuuuzh//jxvetObiMfjmKaJqqpMT0+XXrcfuO6Ibzu7CNu2mZqaYmZmpqJtkUNcO/0CVHJIqIZEIsHIyAg+n69UT5yamtrXWTw33OMRXV1dNDc3U19fjyRJ/N6fqdgURxeqkpQFDIHTlCnFLMRVE1ZtyEugaBiaUnqtfWyLR1MXcMmAFUHmF+tIt1eIFCwIjoCZkik0yOhrAUG+IUDhJ14KWS/2LcX6I4ByQSbl95BpW4v6xqDQI5A0CK3YmF6D/LAXY9GH6JNRNIEdt8hKAaJpGzssoa7Aq9tMvvDSnddunXsdiUT449Z+3irNk5MNvGYdKTVFIK8Q99usiBZa9BiyJ0vInyKejYLZTFi9lrqU/SliVhPplBdvSC6zWQKQZJtofZx4LspIYogGKcbR0Bjqute1h2ZZzHRgBKrPx/nqk1jxELZfBe/G5zKg5jBsFSsWxNdwrZPX0nIkTQ9HxCx/6GvnewXBp61AzaLX61FtM6qqKtFotGxRd9L1Tnfj5cuXy8YrHFJc37C2m/nb5zuSyeSOSKcW9/XV1VUCgQBer5fl5WW+//3v84EPfABJkviFX/gFvva1r/GWt7yl6u/vFa474qsFbheHzcSbVVXFMIxdOTzkcrlNX5PL5RgZGcEwDIaGhspSAqqqouv6jj7bQS1F+pWVFUZGRsrGI1KpVIl0R78nQSfwkvLfk02BnZVAF4TrBWLWIv1TCxQNoSngjI6v7wk6VeVAcjZcNCAOhDXQPBCxEe3r5hGTEBmHNDKZkOy264Ml4IrESkMb3pMZFEzkhET2aQ/2zUUSFClgREa/1UayBaFhGzupktWDyBkJMSgRWBUIC5ScirEMiYhM86rgnUcMPnzLzjYjjrpOLpfjxIkTpTT6CTPERdVkVbIIkyVmqWBaGKrFrGiiNbOKFkwRDST4WaGLJjNKg2cMRS5GXrJiE21NcHH+BCFPmp6GyQ2UUudPsFpoIBMN8lPjFjwp6PBM0+S/ltZqCc6ymukkG7CqPjPBujT5tA/DDEJw47OpySZqvUlivo5o27UIU1N1Cuh05Vb4plfwClPw1YKfDmn75LKdLIwsyxu6G93jFSsrK0xMTGwYr3B+dz9xWAoqO/Xiq8V9/eLFi/zO7/xOqTnu/vvvL8kmPvTQQ7zlLW/hwx/+MDfffDPveMc79vS83LjuiG+rRd6Zgaurq9tSvHm/5vCgmF4dHx8nFouVGlcq/f5emOFWS+04up6SJG0Yj3APwCeWi40gpClGfaL4x3ZUWxSb1EsVMGTwbb5JCGg22V7XgpKyi5FdCoh4QPWWE5l+TYZMnjQJLpqkwwGSoXWL0jIwDnQAPWCjkZuMoDypY0VBigA/FmCBWJAJaBLm32roiwrJU2vPzKxAOSawHxNkozJKTqCYAt0n0Y3gv53N85ojbBtCCKanp5menubo0aO0traWPaf3WxH+rVTAh0VBktE8sGS2Ui/Ng9dmTqqjPSOjBROEdEEiDJnscersWepCidL7tEVnmfF0cz5xC73SHA2RubLj6K27wkx8COoK2FGYpo3pXA+eQp6jwTH8Wob64AzaUgfJZptqzUu+UB6lYJGKRdEaNgq5SxJE2+IkF6MEG5Io6rUFXvPH6Yx7mPT7uSuQ5qFskDdK21umdtt44h6vcLB+vGJ1dZV8Ps/TTz+9b+MVB6U+sx47dWaoxX39zjvv5MKFCxV/v6+vj6eeemrbn7sTXHfEB5Vb+Z30ksfj2XIGzsFemtE6cKdXjxw5wuDgYNWHfy/MaCsRn2EYXL58mUQiUdUJ3u3Jl9cpBm/uQ3Edsu3R2dCRUu2YhkyUhIr1nA55GSIaaOvIzg1h43nWQs1Btt5Pqn5d+LgCjFEivBKmgbyM1eYDG8Qy8BQwJECRyCYEmFIx+rTBtyqQFMhdKC6oHl1AXEKNWZw6keJD0Qs0LsFwPlyKIAKBwJYLVzweL0XT586dq7gJOSp5GdCDjPnyyIqNbmhkfAoi3Uajfw7JI5iVIrSkZPwiToEwZsBg2WwhttTI0eZxJCDsz2AvK2hNBjM0sRJvo86+SnPDMlC8ZS2+CSaTPWiRtRS8X0f3y1yyBtEnPdQTo69rHHuujXR7ufapG5rXIKrEWF5oItBaOasRaUmQSwaQZQtv6BpBLko+EstR6upS/MdQmqV4hHdptRPZfnRcrh+vWFlZYXV1la6urprGK3ZCYIflxZdMJl/U7utwnRKfG9lsltHR0YqpxK3gpDp3CnfE6Hj0jY+P09raWpM33l4Qn1u2zE26vb29HD9+vOoX1u3JVzDYnNeat1iEbIEvlUdfSpLy+aAuCn7f5u8Ztwgs61i2oHCTD71+3WfEdJQreazWMPS4ziEh4KoEva7XzgOagJNr9b55oF2CKKAL6pYE8bwEigQJga8ZtFlQlgTvvdviD97gBW7DMAySySTJZJKlpSWy2SyqqhIObyRDXdcZHR2lUChw6tQpgsHgppfo9wnzbjNHzpDBlFAVmWwIzEQbLaF5ZE2wJAeJpAoIU0ZSbVAFdrPM8MpJjoTG8XvzHPVNMmV3ggz5OpN50c7MdDe9kXHqIgk8vgKNiRSJkA/JdUklReA9UiBLkJ9mzkJGpn0yA0diVWtximrT0rzI4mwbgY7KTib+SBZTV0kthwk3FRVmFNOHqcJKIkxjIcdDkRTycpR3bn6JSjgogWpFUSqOV7j1Mp3xCsdnz/lTS1PaYYwywIvfhBauY+LTdZ2xsTESiQQDAwNlrdC1Yq8G0FdXVxkZGSEUCm3LJHe3xOeQl7tb1BmP2OoL50512jJVnyRZtrE716WLhYBFA1/GRinYZNIaeckPkoC6TSJtQ8C4TsAWZPGSldaY8fEE3L22Q13VYSQHHWGszmubGMkSiIsUCa137YcWxWhwUIC6tnhPUozysuB7WmCpEA/KkAQ5Jwg3ClLPSrRh8+X7Ctx89NrhaZpGY2Nj2bPkkGEqlWJsbIxMJoNlWZimSVtbG4ODgzVlF25VVIYKIUYCeVLZOmLpOsLNq+hRlWSyjUhoHkmBZMRHftmPv+Ua0aiNOlcLRwjGUnQ2zGKNqSj9a8+tBEqXyZR1hMkpif7GURpa50lMDEJv5fqxGrTgmMUSHoypkyxKQbxmjogvQXPDIl7vtd+TZGjtmGdxphV/Z4ZKEaLqMQk1pkp1v6V0AHwgFFgu+IkuKDzUmILlOt4Z3fp5P2xLIo/HU/E5cJpo3OMVTvOMIx7tfs/DIr5kMllRauzFhOuS+CYmJpienqavr2/TqGYr7Jb4dF0nHo9z5coVTp06te2ZwL2I+JLJJBcvXizrFq31d4vyWhCMGqSpXAv1hvPklAAsGbBsQUZCkjSE8FxTl3Quv6jyJZ8xkBZN8GoI2Ut2/e2Kh2AiC4sGtIfhyLo0zeUkwqNBryuEXBSoGphOlKdTrANqwHcFHsDsAEmF8IiNrEFWldAvwa8NmDx8r0Eta5KbDJ0NTkNDAw0NDWQyGcbHx8lms2USUtXSpJ9RQ7wuY5CPRSgEVLSlOvytqyQjKnKilVBkHkkGSw8xPxOmrX0BnAYXr0XOG2BsaZD26DQLVhvuvhFJEUg9gjH9GPKUYKBtlKuLR9BaNjdb1npiBGc9pLr95PAzb7chYjJKyqLVm0X1rNIYXaKlc4Hl2WY8bTmkCuMukgShuixzUx3kZNezJENC9uCbVfjThhTyapjfqt/8mT9s4quEanqZDhm6xyucjlJZlg9lZKJQKByI+s1h4rokvoaGBrq7u3f9UNXSlVkJ7mhT0zRuueWWHX3+bogvn8+zurpKMpnkpptu2laKF65Fi5IErR35IvHpJhRMKFiQt6EAuQYTSfcihAZrw8lVm9WEq/ElXUCaSOGRoxRkDeGv0hSTyMNiAWa80AW0ud58MQcxA7pc52YLlIkEVl8UU5VACDwrJt4lm1xKxbQUfBLorWAPFzVFfWHIqxKtMZsH32Lwxlduz9WiUCiU0umnT58uRXju9Nj6yLASGUYCAf59ppkPJDXCpiBZB9pCFLU9TjyqUVhpo6lxHjwZEqIDMeehLTSHFL2WjhfNNvF0B4VxD76B/IZjlT0CeuBSboi6go2ZN1A3MfoFCDctUlhpR2+UkWSQGmxEg8Q8QSDItN2FvSqjYqJN6fiVHN6cl5TwkrC8FDweCn4PQlXACyIpgSxw97TkgwqLS0H+SzCPsurjNzYhv4NKde62/qYoSsXxCmfWcGlpiXQ6XZJF3Gy8Yq9wPXjxwXVKfHV1dXsy/7bdiG+9ZdHx48f5wQ9+cGCf7xzDlStXWFxcJBgM0t3dvW3Sg/Ia3y+/ROL/+D9tsFU2PFJ6BtFe485YAMMrkJIgUIdQm6gabyxkIGmDP1ysBwLM+GBWh6YkeGxo8EHQCzkTvArE8kRyFpm8Bv+cgawCaQu93Y/uWVtIsoK8JMFzoJiCiCIwbImzus3X/3OBunDt18i2ba5evcrc3Bz9/f0VO3MdVEuTplIpkslkiQyHFIUh70v4SSpKAJtYnZeW2Sh0Jsg1aiwstdJUv8L0SgdJ1Ucq0UNPbB7fUdfcXMiAkI/Fp9tpHFhECWz8Lih+m1Q3ZEePsZLw0t5xlfqOygPuisemXlliMdOCCFbInsgg19vY9TIFfIjZKKPhYMXIDyg6ZaQkbH85+dkRiZmUl0/kLWRT4q0NJpIkbSC5g4r49tLx3IHjth4Oh1FVlWw2S09Pz6bjFQ4Z7uXxvJiFv+E6Jb69Qq3E454L7OjoqKmGVgu2E/Gt9+f7uZ/7OcbHx3fsyecevv+jD2k8/Oc2ul1hsYl7wLah2kJkmrCaKDadFCJoGYFxc5V6qxAo82msjAK+4MbmF8uClSwkQ6BpxfodgG3jM5Lk/WGSznFYNthZOLKWXrYEzEngK45mRLI22UWJupM2n3iLwRtfub2dcCwWY3R0lObmZs6dO7ej+61pWikt6sAwDB6Op7hrMkhcUUFYLNb7aJ3QEb059GYPq0uNeAoCwychvAqTdNDyXIK644ulhpVge4q5hV6SV+tpsBapH1xBUjeeo+/oHGL8BOPmEPJPLeqUGJ0DU3h85c+9p06nbjZOzFeHpGy+aOodBYI/Uch2+qjWFSrCAk9aQveVkx9hWJYVPjgro5iCX2sySnVqWZaRJOlAVFUOov7mfMZW4xWJRILp6emSA7vb19Dn822LxPbCBumFgBvEtwvUQnwrKyuMjo4SjUa3nAvcLmp9oGOxGCMjIxuOYTepUndjTCBg87I78zz6WIUapalBIgb1rnkEXYdYElIyFKKAK8qZbAJtGm7qKn/9zCKIOixPeOPAuy1gJQEeP0TKu9E8hSx4VfJBV92vUCg6QtSF8CVN8uMqmiaw2yCUNMkvqDQF4F2/qfPe37G2JTuWz+cZGRlBCMGZM2f2vFaiaRrHmhv43y2b+6+qFGQFJWuzEAjTdkVgH82Ta/bge9rEaFHX5OMkFhvrSA/76O6ZhWDxmQ1lkqxG6lnW2kkMN9DkmyfcX+6zJ6vQLC9xlRbsBoUYzcSmm/HG83S0zFLfvVS6PqGONPqYh0z/1u2XgVuyiB/K5HqqRylGSBDISGRZR35BQabb4t0/DdBxpsBdTVbJzskwDJaWlgiFQhiGUWbw+0ITqd6MhGpxr5ibmyOfz5eNV4RCoU3HbJLJ5I4yQC80XJfEt9eefJXguBYoisKZM2c27dzbL4uTbDbL8PAwAKdPn97QMr9+nGE7kCQJwzBKi8t/+rjg5XcJhKhwHit58GUglkTOebHz9UDTxtc5GO2E0Dw0hWA+AWozaF0VXxoqxNEtH3p4Xfu1aRCWdVLrxwSyaahTiWQk8iM2+ayCpzWLXhB4RjTqfCb3vGmZd/+2TTgcRqpxeNq2bSYnJ1lYWODYsWNlDtj7gd9us/ifcxY/ySkYtoaqGcx7IjSM26h9OpmxAN45icKQvuaUAdkGH5eXeuhLziO3Z2k5O8vqdB1oEobfyxxHiD+TobtlFtqu1f98/cuo/9qI2b22CHug0OLjCn3MPNdLs7RKXc8UvpBOQ38MY9yD3rd1DSp4Lo39Q4lCT/XNYC4oCKYksn5RtlopSJgrCm+74OfyK3MENKW0yezo6KCjowMhRJnBr3uT50SHz2eR6u2mU6u5V7jHK5wxm2rjFTtVbXmh4bokvr1CJeJzGhkymQxDQ0NbzsO4fe32CoZhMDY2xurqKoODg1VHNdx1ulrhLCSBQIDJyUmeeuopfD4fkUiE/r4uLo/Vg8hR1P3KgTDhioBkADztbEmzwob8EnzXhuYE9HihscLCuLoAtko62LjBqy9KkownQEq+RnqKWcCfS2Nn/WQnfSShmILV0tgxDyebZX7n7Rb/9s0pksk08/NJRkdHsW2bUChUajAJh8Mb7tXy8jKXL1+mtbWV22+//cA68b54QufO8z5yMpgLMrTbrHrqiF6NE41arFh+PMMyRkcBqbWYxrT8KiN2J72jy3iPraLOGJi9165vLhRkJHuM6JNxGgfmURtMJAlaumeYtXpKKnMO9LDMDI3MLjTg/2GBpoYFmk4sMH+xHfvE1s906JYU9k+jGF3Vl6JsWOCJSxhBUep/kq8Wr3FiReJXn9D4r/XnMU2Ts2fPVuxMruZ2v1MyfCGlU2sdr/joRz9KJBIhnU7zwx/+kNOnT9fU5V2L8/qjjz7KfffdV/r7pUuXeOSRR3jDG97A29/+dh577LES4X7pS1/i7Nmzuz7vzSBt0cXzomzxsW17V4PnDoQQPPHEE7z0pS/FNE0mJiZYXFykv7+flpaWmqK4H/3oR5w+fXrHhel//dd/5c477wSuNVNMT0/T29tLR0fHpscwNzdHLpejr6+vps8SQpTSm076SAhBPp8nmUzyne8kee97/RQKFaJbyYImP/gqK7ZjpiCTgEw92OVRmqchjd2ZwGyPgpEH3YbwxvfR7AzoOoalQLIAKQFJFQoCqcGPUAPFltJcHq9p42mUONIC732bxNt+vfKj7nTZJRIJkskk6XQa2y5Ggz6fj1gshsfjYWhoaNtGxLuFYRjc/1SKL8lt6EGFsNci0WqhmTbiaQnTWzweWdiIoI40UL7JaU5nUVIWs5HWiu8vGTb1q0s0nF1C9gkmv9dHoa+Gc1wQhJZSaMdzaH1bb6yEDonnopjtm+/Dg0sSmYgAL9iPeyBRZEFZtvlA7yofuX17aWU3+TnR4fr1sBoZXrhwgWPHju1r2//IyAgtLS0HNkyeTCb567/+a775zW/S19fHM888g9/v53vf+96m68gHPvABGhoaSs7rq6urmxrQOjKM09PTBAIB3v72t/P617+eN7/5zXt9SlUP+kbEtws4tkRXr15lamqKrq6ubXvj7YUZrWVZrKyslAbQ77jjjpparWv9bGeH7CwUDuk5/+/3+/H7/bz1ra286lUGd901z9TUuhSjUGA5j9w4ge3vXfuZCdlZyHkg3wZUbpnUV0LFppVn0qBFQbFAThT/q9h4AxKK1yQb80MmSikEFAKiS9DShGoZeHJZCisehCXRcyrH/fd5ecubFTbb37m77Bw4km6zs7OEQqGSZuP6yHC/IgIhBPPz80xMTPAf+3qZnIbHC4KEphCYF2TbwJeRsQoCEZGwJRmyXjhvIN18bcO3FArgl02UywKrf+MaITSZWEsridEGmswF2s9eZWJ2ALYaN22VSLdG4GIU6WmBZhdoaNPJh3TUfh05VH69JQ9EjiWJT0axm6pHOJlmgTIlYbUKyFy7trYt8/BsPf9bPM/QNjjCuT/u+1SJDG3bLlNYcr43+935eNCNJpFIhM7OTl7+8pfz8Y9/vHQMW53ndp3Xv/a1r/Ha1762JuGG/cIN4tshhBAsLy+TyWTIZrMl14LtYrdD8EIIfvzjH297AB22rvFtRnjV0Nqq8dxzXbz97XN87WseyvKQQsZeBsIXQAQg2wGip9pbgQBJmkegULJPN9b+rCEYXiWz4ANp3c5bzRFozeBVgqRnTIRh0zOQ49/8uzS/+7s+mpt39qVbWlpibGyM9vZ2Xvayl5UWTWcYOZlMMj09XRpGdsuV7cb41IFTOw4Gg9x2221omsb/bNO54wkvE6uQqVfwLArslIIogGYKjIY11wnZg3hSRr65gKM3kAuoSD+DwAJkj1NRE9UKaizQhfdyDu9KnsKJGp+xEwLxmIzeGGQ+EYQEcFWg6CaaXECN6mhdBbSjBnJIEG1PEl+OIqKVr5GUAdOQ0J6Q0HWp7NFaycv8u8e9PPW6wo49EGFzMnS+C8vLy+RyuVKd2yFD57uxVxuew9DqXF/jq+Xza3Ved/DII4/w+7//+2U/+9CHPsTHP/5xXvWqV/Hggw/uy6iIG9cl8e12p5ZMJhkeHsbr9RIIBBgaGtrxe+3U4cGpJeZyOc6cObPpjFg1VKvx7YTw3JAkib/8yw5+6ZfivO99eSzLIhBIk8ulMQwBKYXiKrgI1AHdILnCCGEDM4AfISob/PkDKWRVkMnWgwSSZKKpSWw7jW1baHIb1nyQgZfkuOfePL/xG140bedpKadRSNM0br755g1fzErDyJZllebwpqamSKfTpQjSIcNgMFjTQukYAMfj8Q2aspIE376lwM897iVjyyimipQDXZUwViBgCbLNa/fPp2L/VEIeKED9Wt3Pa5O1VaSfFdOI4maoZIReaPBDVMC3wNtlU+gDtlqfbrZhWAL/2ufLEpZPw0KDHDAKXLIJoKMGdbzCIjunIGUUREaCvIxfg1xOBlEkcB3wLAv0ddnuS2mZdzym8cW7dl/GcMO5P6ZpcunSJaDoOODxeErfk/V1Q2e8ohKR1orDkCxLJBKlLlE39sJ5HYrllQsXLvCa17ym9LMHHniAtrY2dF3nXe96Fw899BAf/ehHt3/w28B1SXw7RS6XKwkLO4vPD37wg121Nm/XWsiyLCYmJlhYWKC/vx/DMHacMqiU6qxUx9sp7rmnjle9Ks+nPz3J3/99nMlJt6inRNHDKAbE8Ps0cjk/xVBEpThvIFMkSJViV4WKrJgo6gK5PMUmGiZB2AgkdEPQ0RHg7NlGfvu3C/zSL3nYOPuwPTgD/ysrKwwODm5Lw1BRFOrq6spqNG4ynJycLJGhW6ElGAyWrrsQgsXFRcbHx+nu7ubYsWMV70nEC/9wS4Ff+Esfy1kJSYZAvSDrlcgmJCKWTbJt7Rn1KtjjfuSmPByxod+EeRUhFaXb1CcEZgtF4+ANJyURrhOkZlTkWbvYrHTCLrpfVEIEUGw2dMWUvadMFh/k1+7VGAjXypSrwGN6i4RnSaA3X7sWNhJ/M6vyK5dN3nhs79oT3Kllp37voNLwvJsIne+X8193vfD5KFKdSqUYGBjY8PO9cF4H+OpXv8ob3/jGsuyYEy16vV5+8zd/kz/90z/dxRnUhuuS+La7mDveeCsrKwwMDNDU1FR6DydVudP5vFojPvcQvDOALssyi4uLO64Ruolvt1FeNbS1+XjwwSEefBAMw+a///dpJWYLrwAAIABJREFU/vqvl3jmGRNd9wCCQKCALKeQZQ3brvZFt/H7FfL5CEZBQdMMolGDjg6JY8c83HJLmLvvjvKSl9Qo4b8F3ITT2dnJuXPn9iSFVYkMTdMskeGVK1fIZDIoioLf7yeVSuH3+7nlllu2TP/01cNfvqHAr/+Vj7QE2RgEwoJsSCKZlgldtUl3yGt7CAk75sOfL5C/yUJMCvAW77cpSUXD3nlRFOxeN5mROiLBTwW2cz2ek+BpAe0CTouNHHeLgH+2oaHG69cFXGbLWqIelVDSAit07TnVZYl//6SPX2jPUbcHj0I+n+fixYt4vd5SankzVNLXdBNhNTKsNGt4EJ2j65FIJLYtUF2L87qDr3zlKzzwwANlP3NIUwjB3/7t33LTTTft6Ni3g+uS+KCyJ996uLske3p6GBgY2PAg7pb4aon4VldXGR4erjgEv5vmGOd3Lcvac8KrBE2Tede7enjXu4p1vcceW+G7311ieVkjnbZIpy0yGZtkMk8yWaCYb9MIhzXa2hro6/Ny++1B7rorQkODVCKLRCJBNhvDMDRGR6OlyGm7qhUOHANer9fLrbfeuqeiA5WgqmqZgLFlWYyPj7O4uEhDQwOGYXD+/PmahKzv6hX8p9cWuP8bXswAZJMQMAXZOol0QcY7ISh0ScUUpSyRy/vgWwbBvCDjXXetFAmeE4SjgtSQdC14bgCyuIhJAk0qinx/S4BPwGnbrUsAx22YWXtdDZC6BWJBoor2eREesNJSUXXHpRajZ+Df/6WHR95d2V2iFjjmwDMzM1U9KWuFs2a4o7etxivcEf9ByoftxIuvFud1KJoDXL16lVe+8pVlv3/PPfewtLSEEIKzZ8/y+c9/fm9OZhNcl+MMUBzqrHbuzm5/bGyMlpYWent7qxZ5L1y4wJEjR3asdjAzM4NhGPT29m74t2w2y8jICLZtMzg4WNG9YXh4mIaGhm3X+ByVhyeeeIKOjo5SfWq/xG9rQTKZLNkz9ff3b/tYdF0v+eElk0lyuRxer7eMLDZr/nHqaM7842F4kjkzge3t7RuE1N1+f8lkkmw2i6ZpZefnmJ7+wd+rfP5JDSUEOSER9glS9cUF1CsEogN0t67m3wm0fjCaquhn6gIRAW5b+8ElYH6TBVnYyDZ4+m3yx9Z+9oQEodpTd4E5g6xUwzNwFei+9lffRYE9CZf+LEfrDr6WmUyGixcvFmdT+/sPLN3okKBpmkxOTpYE5B3slwqNG/fccw+f+tSnOHbs2NYvfv7jxjhDrYjH46WuuVq6JPfChT2fL1fJd1KrsVhs0wF05/d3MoTu1A9uu+02EokEsViMiYkJDMMgGAwSiUSIRqMlsdz9hK7rXL58mVwux9DQUNnowHbg8XhoamoqU01xZgydbstCoYDP5yMavRYZaprGwsICV65c2bSOtp/I5/MMDw8jSVLVIexKQtYO2adSKRYWFshms3g8Hn7reIRnrhzj8YUAHr8gVZCIrAiSjRIFSUKaEEVFF8dPsCBhXAF5wkaclRBq+fkLjwR54B8FnAGOA2MCKolSA0gytgL5CRnvhIUnapE7KSFfFOjB2p6nbLuG/BOB3bHFvegGpimmSAEpDrop8btf9PD1/1B71OcYMS8sLHD8+PEDVzCRZZlUKsXFixdpbm4uubZsFRnuJRkmk8kXvQktXMcRn2EYZa38TnRlWRaDg4M1L76ODudmBd3NsLy8zMrKCkNDQ9i2zfT0NFevXuXIkSN0dnZuuQBPTEygaRqdnZ1bflYtdTwhBJlMpiyycAa293pGzUklz87O0tfXV/PQ/27gHrhPJpPEYjEymQyaptHe3k59fX2JDA8CzmI7Pz+/Y0Pk9XDIMJFI8pYv93CpEEJoEsIvEcIi3bYWwZgCLAlOgf8fTHLOPlgXBPsh01rlXtiiSIIe2GRTvRGWDfN5QIZOFdq2JkBZF9jjUrH5dzPoQA5kv8D+FiAkVFlw4dM5emrIUjqE09jYyNGjRw+8tmbbNleuXCEWi3HixIlNvTnX1wzda7hbrHsnZPjKV76SJ5988lAzP3uIqg/ndU98jjdePB7fMrqqhCtXruD1eunoqNbWtjni8TgzMzO0tLSU1PyPHj1ac5R19epVhBD09FSfh9tt44pt26TT6TL1EkmSCIfDpcjJ3YlYCxxdxebmZnp7ew+8e800TcbGxkgmkwwMDKBpWhnZW5ZVinwdst/ryNcxpnWuwX4stkLA6/7Mw+OLCpIGpk/Ca5gUOtVi06wQkJBgSoCn/P4FPDa5fqmy1RBATsDPJDjB1mMNbvygAH5v0U1DMiAo8Pcq5JpVCGy8BoF5m6wtb5Cm24AVinXG0Ws/uqM3wZffvVRyOF9/jZ2u3dXV1S0JZ7/gmEG3trbS09Ozo+egWs0QtkeGr3jFKzh//vyLxZboBvGtR6FQ4MqVK8zOznL06FHa29t3dLNrIZ7NMD8/X9ppDgwMbFsCaXZ2lkKhwNGjRzf82351akJxwXBIothckkVV1Yr1JjecyFqW5R2d727hbk3v6empKutWLfJ11Fmi0SihUGhHhO02pj1+/Pi+XwMh4Nc+5+H/m1XQNMh7JTx5G71bvtaB+RjFZpT13G4LfE2Q76v83AS+b5LNKuCT8Nwk0MM1PF8jhaKSTKUDtSzQ7GKE1yFDpwKyROA5m+z6rlAb1LTAiq+Z12aAufJzkITg7+8bo8m7QiaTKRsdAZicnKSjo4Oenp4DX+xt22Z8fJzV1VVOnjy5QUR+L96/GhnCxjSpEIKf//mfv0F8vIiJz0lrHjlyZFfRxnb1Lh04i18qlUKWZe64444dff7CwgKpVGpDMXov5/FqhdN84USG7uaSUChEPB4nkUgwMDCwqy65nSKVSjE8PLzj5hkn8nWIMJVKAbWrszidgtPT0xvmwQ4Cv/55jX+8qiJJAiMkI2cFdpeEJAvE/wMYErQCFfqkfIqFcQSshnXflX/RobDWeikEXp9NoRk4tsl3yhbwQxO8NVx/2wZhoYYEpDXM9FqtsdqMurW2ZLm6PM91WXzvwaKlsWmaxONxrly5UmoOcjZszn2sVVRgN0gkEly6dInW1laOHDlyYESzGRnm83le8YpXMDY2tsk7vKBwo7llPfr6+g7VhX1+fp6+vj4GBgZ45plndvX57vPYzyhvK1Rqvsjn80xOTnLp0iU8Hg+SJDE1NUUikShrLtlPOG4V6XR6V80z66MFuCZVlkgkytRZ1g+kO2o/DQ0N3H777Qee2hVC8ND/Mkbgr7x8c6GHhCmw6yS4KhBxqagloFCc34uBNCAQLof0vKXAmI0ykcc64wWn+aWBYpQFIEkUCkqx0WTSKirDnCxGg2WQJfBaVJSHWQ9ZBmTMHARWTcz8FkuWIsGSBc3Xru+PxmSEKCrcxONxLl++THd3dynad89RTkxMlEWGe02Gtm2XSis33XTTnkd5W6HaaMX58+e59957ednLXnagx3NYuG4jPsuydtWN6WB1dZW5uTlOnjy56eucFNv4+DgdHR0cOXKkZEn05JNP8tKXvnRHnx+Px5mdneXEiROHRnjV4IwnBINB+vv78Xg8Jedod2S4vp4WiUT2hBgc1/mpqSl6e3tpa2s7kGviXkjj8Tirq6sIIWhubqaxsbHqDN5+IZlMcunSJRoaGjh69Chf/7bGf/i0h7iQ8RgCKwNWWCr59gFggadHoEc2HqNX0ik0StCrQdyCH20R3XktGJKhyUUcORt+BqjbIBNDIC8UFVo2RdYuSqQ513cGfvJ/pTAKF7EsqyYnDfc9TCaTJTLcidycAyfKa2trO5TUaiUYhsEnP/lJvvvd7/Lwww9z6tSpwz6kvcSNiG+/UEvE5zQxhMPhDQPoTm59p5BlGcMwSsfwfCC8zcYT3M7RbW1FHU6nnpZIJJifn2d0dBQhxIZ62nYXmZGRESKRCOfOnTtQsV9VVamrqyOXy5HNZjl+/DgNDQ2lhXRxcbE0drB+xnAv751pmly+fJl0Os3JkydLjRu/9hqbUwN5XnOPn1hijfBWBRHFIulRioShgD4t4QkIjG4QrtRhQXhgGfyreXJDHrAtkKuQnyyBocIFAZjQI0G/An4ZrByo26hvahJ2XgffFoICARliFjhp2Rn4238c5+1vaa65c3i9qACUk6Fbbm4rMnQECRKJxKFEedXw3HPP8b73vY9f/uVf5rHHHnuxdHLWhOuW+A7Chd09InHq1Kk97xgTQuDxeMjn8zz55JOEQqFSl2Ulw9T9hjOOMTMzs63xBEmSCIVChEKh0liGbdulRebq1aulWmg1TUsHbtI9rC49p5YYDofLZK6qzeAlk0lmZ2fJ5/PbGrivBrfcWk9PD0NDQxuu08k+uPBPOV7+Rh9XZmXkICSXVRAGng4ZXVZAAj0noV7W0TptcqHyY8lZPtTnTETCxIrKRZKrBkkCVLgKyrSBv9Mi3aUUU6vbQZsCq+JaNFcNa0QtZW1ETMYWg7S27i6BtRMylCSJyclJOjs7ufXWWw99UwpFIv7sZz/L17/+dT7/+c9z6623HvYhHTiuW+LbK2iatoH4nFb5WCxW0vbcS7jreKqqlh5cJ2qanZ0lnU4jhCgbOQiFQvv2xXP8AJuamvakhiXL8ga3A2eRSSQSjI+Pb+gkzWazpdppa2vrgS8y7hGJ48ePb1lLrHXg3u/3l5HhZhJquVyuVE/dSm6tLgLPfCvPr79b5f/9vobmERiShj5jo4R1rLri75q2B3NKEK7LkGr1g3ItojFRkWcNtAkLI2xBjwaeLcSXhUZ6WkOWDPxLy5heL3rEi4jWIA0XUmBOB/8Wr43KkLQRC0Wym5xWqd4Rs3NUI8NEIlHSXdU0jfn5eTKZzI7TpHuF8fFx3vOe93DHHXfwL//yLwdunvx8wXVLfHu1KLq1Nt0D6D09PQwODtb8ObVo8m3VuLI+anI7AThFe8c+x0kh7ja9lsvlGBkZAeDMmTP72ppfaZHRdZ25ubnSiIQsy8zOzpYtMvvt7bU+wtrOfV8Pn8+Hz+crdXy6B+5XV1dL6jqBQKBMXUdRlNIg/Ha0JWUZ/sfnTR78bxYPftGHVxYUFBkr44GMjtKhYkkySBKpRBA5UUDrEhTC1xZMOydjGyrkVVi20ZryGG1AaPNF1RYamXkbUmsbBKWAtyGL0mhh13kpRAKIChsob0ueQqoGkjRFSVZtbjN5tT1GOp1mdHSUjo4Ouru7NzTQbCdNulewbZu/+Iu/4Etf+hKf+cxnePnLX74vn/NCwXVLfHsFZ4FbWlpidHSUpqammh3QHThNLtWipJ12alZyAnCPHMzPz5dGDtxkWIsos9uu57DGE3RdL9lE3XrrrQSDwZIGqdNYMjU1ha7rJaLY605SR9Da5/Pti6C12+He8UkTQpDNZkkmkywtLTE8PEw2myUQCJTmUbdraXP/vYJbzuS45/e9BJHICgkhebCmLQJtBtm162XjpXBVEK7PkGr2F5tTDNe1FDLGkg8WBQTj0K1CwybpZr+A1Nr/W14KS15X+tPGE02he3JFZ4emAEQCFKIRWEqCzyXEaduQLkDaQNXBSgQRKUpO7Yml/e/TsyyrVFM9c+ZMmV3YZmnSVCq1r2Q4MzPDe97zHgYGBnj88cefNzXGw8R129UphEDXd67e7iCdTvPEE0/Q3NzM4ODgjiKeH/3oR5w5c6biornf83gOUTgdlslkEl3Xq+p1CiFKupZdXV10dnYeiryTU0vs7++nubl50+viJor1yiw7rYk6xO/oqR6GvqFhGIyOjpLP5xkaGkIIUbqPqVRqg9RcLQP307OCV/yvXhJ5GVsVGCggBL6QQT6qldXWVKmA0mRR+OEWfpDeFLTb0F5B+3J+Ba5sQy1JzUEwA2YO8l40w4ex6oG8l4pNfGtzDP/5E2ne87v795w6DiqdnZ10dXXt+HvqJkNHJWmnZGjbNo888gif+cxn+OQnP8mrX/3q50WN8QBxY4C9EgqFwq5+19nd6brOK17xih2/1/nz5xkaGirbIbqjPOdhPaiH1iEKNxkKIfB6vWQyGUKhUE0t4fsBp0PW0VTcaS3Rtu2SMksikSiriW41jL60tMTY2BgdHR10dXUdOPG71Wc2G9PY6cC9adq8736Zr/6TB80vSNnFiE7GRGkVGKorwhtOEjIU0poC3i2eByULLQXojsDafZOyWcTTOzBSzsZgtYYsgxD4/TYLk3kUZe+/P+4o7+TJk/uS6t8JGS4uLnLvvfdSX1/Ppz/96etCeLoCbhBfJWxmTVQNzgD63Nwc/f39tLa28sQTT3DHHXfseAG8cOECvb29hMPhQx1ArwanUzKZTNLY2EihUCCdTtfkD7dXcMt8rd8k7BXcw+juBcZdK5yamkJVVQYHB/e9dlgJTmrV7/dz7Nixbads3XXfSufo7padmrL4zXcLRhZUVoUPgQzCJtykk/L54HIKJq418Gh1WZQmyLPFvVF0qMtAT7A4mvADk21XXQopWN5aiEDC4ubTs/yXh8b2PIXoRHlO5uMgv6eV7uOTTz7Jj3/8Y5qamvjOd77DAw88wJve9KZDXz8OETeIrxK2Q3zrB9B7enpK0cZmqcpa8Nxzz9HW1kY0Gn1eEZ47pXj06NENnZKmaZYNomez2bJ2/Gg0umtycBwcnI3Gdn0HdwunQ29ycpJEIoGmaRtsjfZ6/q4SHPX+5eVlhoaG9nQH7268cHRX3ZuaJ54I85EHZBYTFvm8jdcr4/WqxK8EEaJClOdfKaq2BLboZpYswp0pUhM6KE0gbYOIzDwsbJ1xCPh0/v7/znPbrVQcSN9qPKYSLMtidHSUbDbLiRMnDlxvthqmpqb48Ic/zMLCAh0dHYyNjaFpGh/+8Id53eted9iHdxi4QXyVUCvxOR594XCYY8eObSC4n/70pwwODu44ChkZGSnZ4qiqeuiEBxCLxUrNOttxT1hfLywUCmUdiJFIpObGH+cYmpubd62pulPEYjFGRkZKmoqyLLtsf4rnmc/n8fl8ZYS/l00uzjE4ih8HkVpdb3qbTKb44hcb+fa364jFNIp2DIJAwCKbDQMVHF99q1BnQKi6JqksmdhjeUCANwt+uxgF+qIgb/KciDVH9y2+K+3NCS5frBwVOxs3t7HvVlkM514cRpRXDUIIvv3tb/ORj3yED37wg7z1rW8tHVcmk8EwjBupzvX/cD0T33pPvvVwWvVN02RoaKjqMPSzzz5Ld3f3to0rnbSmM7OVSqV2bfezW7jHE3barOOGI1HmJkPLsjYM27sX83w+z8jICEKIPTmGnaBQKDAyMoJt21seQ7UGoUAgUBYZblc9Rtf1sufvMK6DYRiMjIyg6zp9fX3EYgXe9z6D738fdN1PUW9ToGkFDKMBqJB+9CSgLgfhlg1Rnd+eJzde6XtjF4nQZ4BfQwpEEPK67MFsHipFnAiwU4SCgnf9lsknPlb7dTMMoywydGZFQ6EQmUwG27Y5derUvqTad4JUKsWHPvQh5ubmePjhh3dsj/YixQ3iq4RqxGeaJuPj46ysrHDs2LEt02uXLl0q6TDWgs3qeI7dj7OIZjIZPB5P2bjBftSWLMtiYmKC5eXlfR9PcDddOI0lDuHruk46nWZwcPDA05rOsU1PTzM7O7ur1Kq7kzSRSJBKpUqE7/b4qxTFujVGa+la3Q+4u3crpbmfeUbnbW9b4vJlgCBFhWsB5CjaO1TYJKppqE9BuPlaNLcwDqn2mo5JC+bwhA0IyBhKAClmggmanMWjmWQzWfLZQrGTE4nGRpnJyaO7vnaLi4slyUFnI+fxeMpqhpUsuPYTQggef/xxPvjBD/Ke97yHd7zjHYcyEP88xw3iqwTTNDc4G0xPTzM1NUVPT0/NrfqXL18mEolsaTOz08YVZy7NIUMnfbibaMJ9TM4C57RiH8YXyFlcAoEAiqKQy+XQNG1DvXA/F5d4PM7IyEhJzHmvU6tOJ6l75ACudVk6GQMnrd7f33+gGqMOHPUXr9dbMumthu98J8Uf/3GSixclkskga+62bEqAShbqEsj1DdjjWbB30h2cA6ao5k4rSYK/+ZsOXv3qnc+smaZZGhc5ceJEWRezW27OseDab+1VB7lcjo997GP87Gc/4wtf+EJFL84bAG4QX2W4iW95eZnR0VEaGxvp6+vb1oIzMTGBpmklxZRK2Mt5vPXRhGOS6qRIo9FoTV1rqVSKkZGRUofgXg9f1wIntSpJEoODgxsWF3f6MJ/Pl+S7HNLfi0F0p2vVmYc7yAFfpzvPcdnI5XIEg0Hq6+sPpFvWDXcj0XbUXwCmp3X+8A8X+Od/VlhaClFcc2yK5nktFKPCa1DVHKZ1AYRJkRwbKXoc1YpLXHPR3YhXvUrjG984so33K8fKygojIyMcOXKkZpNqZ4Pqfl7Xa6/udvP2ox/9iPvuu4+3ve1tvO997zuUuvcLCDeIrxKcjr3h4WEURdlxg8r09HTJ1HY9DmoezxF1drfiV5Mn03WdsbExMpkMg4ODZf5yBwVnLGRpaanm1Koj3+WcYyKR2NUgujuluB1R7b3G8vIyly9fLklcuTVJnTqTO5rYj+g3lUpx8eLFXUe7hmHz0ENL/PmfmyQSASxLBWzC4TzZbDOWFQAuAqtsXJccU8AgRSKsVjrIAlepFu15vQZXrgwSjW7/HEzTZGRkhEKhsCHK2wny+XxZzXB9I1Q4HK7pM3Rd58EHH+Txxx/n4Ycf5sSJE7s6rusEN4ivEqanpxkfH2dwcLBMSmi7cARo+/v7Sz97PszjueXJEokE+XweIQSGYZQ8AQ8jynMGwNvb2+nu7t5VanX9ILo7fbiZOHcqleLSpUtEIpFDSykWCgWGh4cBNkS7lV67PppwFlDnPHdyLx3LnHg8vuduFsPDKT7/+Ss8+mic+Xkbw5DJ5/MU16MQsNWCb+PzecjnfZQT4UWKc382Hk8BXc8DeRobLV772gb+8A+PceTI9jewO4nytgu3pJ6789lNhuv1ZZ999lne+9738qu/+qt88IMfPJRn9QWKG8RXCbqul0ViO8Xy8jIrKysl2ajDJrxKcNqwo9EodXV1pYjC3XDhyJPtV40vm80yPDyMpmkMDAzs2wC4e7g3kUiQyWRKLg6hUIjV1dWST95O3dh3A6eWPDMzw7Fjx3bk3uEWr64kNVdL7XdlZYXR0dFdy2zVAsuy+epXp3nkkWmefjrO0pLjaCIDfordoJunrSXJQpLy2HYCKAAmmiZx5kwdH/jASV7/+uqlhs3gdK4ahsGJEycOXJig0r38u7/7O5566ikikQijo6N87nOf4+677z7Q43oR4AbxVYJt2xjG7q1K4vE4MzMznDx5EsuysG0bWZafF4TnHk8YGBjYkMqt1HAhSVJZWm23NSa3oPVuo+udQtd1JiYmmJubw+v1IoTYk4hpu0gmkwwPD1NXV0dfX9+e1mgqSc3Ztr3B0NeyrJJP5GFJz42Pp/nUp37Ct7+9zNKSjGnKaJqKLHsoFDyYZoBrNbwsEMPjyVJfr3DkiJ/jx4OcPu3n3DkvlpUvzd8597LWLkuntr+Z9NthYHh4mPe///00NzfT3d3N+fPnWVlZ4ROf+AS/8iu/ctiH90LBDeKrhL0ivlQqxXPPPVdqjHg+RHnu8YRjx47VPGoB5b53jpKHM1LhLCy17IqFECwtLZXUbg6rYzSTyXDp0iUCgUBJ5qsWce5IJLJnxOR49aVSKY4fP35gBrnrR0disRi6rlNfX09ra+uheMM59URHb9X57ELBZGQkyehokomJNDMzFqoqcfvtIX7xFzuJRqs/c+sH7rdyuHeiPNM0OX78+KHIz1WCZVl84Qtf4K/+6q/47Gc/y5133ln6N2e9er4c6wsAN4ivEnbr0OCkNS3L4urVqyWScDq5HKI4yDqa2xtuL8cT3CSRSCS2JAlHU9JpiT+MWqJTv1pdXWVoaGhLgQEhRKle6Bbndobta+2WXY/FxUXGxsbo7u4+NLWPbDbLpUuX8Pv9HD16tKxJyPFpdEf5+zGX5kT+q6ure15PrIRqdVFFUUgkEvT29u57inc7uHr1Ku9+97s5deoUDz744J4NyX/zm9/k3nvvxbIs3vnOd3L//feX/ft9993Ho48+ChSfk8XFReLxOFC0Njt9+jQAPT09fOMb39iTYzog3CC+Stgp8W1Vx3Py9U7EZBhGmVJJJBLZlx32QY4nVHNwCAaD6LpOoVDg+PHjh5LWhGtk09XVtavFzemWdQ/b10oSuVyO4eHhkqj1YZC/bdtMTU2xsLCwqcZntYhpvSbpThGPx7l06RLt7e309PQcCtnous7FixcpFApEIhEymQy6rpeNyITD4QO/T7Zt8+Uvf5nPfe5zfOpTn+Luu+/es+tjWRaDg4N861vfoquri3PnzvGVr3yFkydPVnz9Zz7zGc6fP88Xv/hFoGhunU6n9+RYDgE3iK8Stkt8zrXabh1PCFGm+u+uozmRxG522IZhMDY2VlI8OYzxBCEEc3NzjI+PE4lEkCSprKnEWUD3W9DZGb7ezwYaR9aqkji3U0dbWFjYthv6XsMZ1XH0Vre72aoknOCQhPNnK5IwTZPLly+TyWQ4ceLEoUl9ORuhvr6+kqEvXJPUc5O+YRjbahLaDebn5/m93/s9Wltb+dSnPrVt2cOt8IMf/IA/+qM/4p/+6Z8AeOCBBwD4gz/4g4qvv/POO/nYxz7Gq1/9auDFS3zXdV/sdhbg9fN422leceS43B2EbmeDxcXF0uLpEGE0Gt1yONvpDpyenqa3t5ehoaFD2Umn0+mSVc7tt99ethgahlGKfGdnZ/dtCN22bSYmJrY1F7hTaJpGQ0ND2Wc4qeDFxUWeffZZZFkmGo2SSCQA9nXxXA93PfHUqVM7Hsj3er00NzeXZNvcc5SxWIyJiYkyklhvWuzMJ3Z3dx/as2kYBpcuXUIIwa233rqBqCVJIhAIEAgEaGujE5InAAAgAElEQVRrK52nk81wCLNWublaIYTg61//Op/85Cf5kz/5E173utfty/WZmZmhu7u79Peuri6efPLJiq+dnJzkypUrZd2j+Xye2267DVVVuf/++3nDG96w58d4GLiuiQ+KD/5mUe9+jSeoqrph8Vy/qJimWXXUwHEuaGxs5Ny5c4cy2+MssMlkksHBwYq7VU3TaGpqKrXsuxfP5eVlxsfHtxSt3gpOW35bWxvnzp07lAYaWZZZWVkhn89z++23EwgESuo6ztzibs+zFiwtLZXIZnBwcE8XU0mS8Pv9+P3+MpJw6qILCwuMjo5iWRaWZaEoSqmx6jBIr1qUtxUkSSIYDBIMBkuiz+550bm5uZKAuVuvs9b7ubKywvvf/34UReHRRx/dVuPZdlFpbat2Lx555BHe/OY3lxH61NQUHR0djI+Pc/fdd3P69OmyeeUXKq574quGw5jH8/l8+Hy+0pfUPWrguDcApUXFGQ04DAFjxwG8p6dnWwtspcWz0nk6XmkOSVQaqXC7OJw9e/ZQ2vLdWqe9vb0cP368dJzO4tne3l46T6fDcv157nZ05P9v78yjmrzyN/4EEJBFWQQBHZQtgCKiBNSxc3641doRpx2pW51Bu1kr9ait1ZbW6bEu2NpxtFpti1Zbj6KtVp1pqzMWlx7LUhSrYAIoqAjIkoRVkpDk/v7w3LdvIIEEsqDczzmcI8mb5I1Avu/93uf7PPxh+LFjx1pN+ScQCODm5gY3NzcEBASguroat27dwpAhQ+Dg4MAVH35iOBUJWer3VqVSoaioyOAqrzvQ83d3d+esCfn7v/fu3ePM1vkXN3wxFCEEp0+fxvvvv4/U1FTMnTvX4n+7Q4cORXl5Off9vXv3DCY4ZGRkYNeuXTq30WODg4ORkJCA/Pz8x6Lw9ek9PqBjQkN39/EsDR1PqKmp4QpGQ0MDWltbuWBUc7YODdHU1ISioiK4ubkhJCTEYq/VVchtU1MTamtruz0Abg6oUtLZ2blLM2dDtLcno2kc7fdFDcG3XTMmScRSKJVKSCQS7oKsfbGhqSP6wm5Nnb3rjOrqapSWliIkJKRL03hLoC8ZfceOHXB0dIRcLodarcbBgwc79fU1J2q1GkKhED/99BOGDBmCuLg4HDp0CCNHjtQ5rqioCNOnT0dZWRn3M5DL5XBxcYGTkxPq6uowYcIEnDx50qAwphfCxC2G4Bc+a/lqmgJ/PIF6OfLbKfzWIf3w5LfUqNiipy01voAmPDzcJo4nCoUCVVVVuHv3Luzs7ODg4MD5dNJWsDVMe/n7ieZOQwd0zbkbGho4UQlfYdmvXz9uPtHV1RWhoaE2aXfzC29YWJhJFyF8Sz2acMC/uDElgkulUkEikUAgECA8PNwmClp9EELw448/Ytu2bRg6dCgIISgpKYGHhwcyMjJMasF2lx9++AErVqyARqPBCy+8gNTUVKxbtw4ikQizZs0CALz//vtQKBRIS0vjHvfLL79gyZIlsLOzg1arxYoVK/Diiy9a/HzNCCt8hmhra+NWd73NZowvGjFlPIG21Ggx5EvwaZEwVl3J/2CzpbuFSqVCSUkJVCoVwsPD4eLiorO/RH06CSEdUirMeb5yuRxFRUU6ieyWRp8594MHD0AIgb+/PwYPHmy1os+ntbUVYrGYMwYwR+Ftb91lqOjzsfUqzxAPHjzAP/7xDxQXFyM9PV3HxF4mk2HgwIEsXcGysMJniF9++QXBwcFcL743FDy6umpqakJ4eLhZxhP0GVbzP1AGDhzY4YOL2mvZ0siZEIKKigqUl5cblaBAW0381qGDg0OHlApT4RfeiIgIm6ShAw/n4YqKirjgY3qBQ/d/+aslS+2jEUJQXl6OyspKhIeHW3RWkz9uwO9o0P1TqVQKJycnREZGWrTFbyq5ublYtWoVFi9ejGXLlpntAqmrYfT9+/dj9erVXCs1JSUFL730EgDgwIED2LBhAwDg3XffRXJyslnOqRfDCp8+CCFYvnw5srOzAQAxMTEQiUSIi4uDUCi0ujqw/XiCJVdX9AOFv4qgKjVXV1du8N6a9lrt4ftaBgUFdbvw0tBQWvT5qwhaEA09N51PvHPnjk2ji4yZhzNU9M05R9nc3AyxWAxPT0+LhPUaAx3Kv3v3Ltzc3KBWqzmHHf4spS3UvUqlEps2bUJOTg6++OILhIeHm+25jRlG379/P/Ly8rBz506dx8pkMohEIuTl5UEgECA2NhaXL1+2mcGElWBzfPoQCAT45JNPuJZZXl4ecnJysGHDBpSUlMDf3x8ikQjx8fEQiUQWVVDK5XKUlJTA09PTKuMJ/PklqjqkFl937tyBi4sLNBoNF93Db5FaGrripR/yPS28jo6OHUYqaNHnjxrwVYdubm5cmoSrq6vNRkaA32X5w4YN63Qezt7eHh4eHjp7jvyVPp2j7I45N93XrKurQ2RkpE32eIHfRTQODg6YMGECt8rjKyzLy8s7KGapwtKSFy3Xrl3D66+/jtmzZyMzM9Psvy+5ubkIDQ1FcHAwAGDevHlGi03OnDmDadOmceNT06ZNw+nTpzF//nyznuOjQp8ufBQqQU5ISEBCQgKAhx+Od+/eRXZ2Ni5cuICtW7eipaUFI0eO5IrhyJEje9xeoZJ8rVaLqKgomzlb1NfXo7i4GJ6enpg4cSL3R8sfQK+oqIBSqYSLi4vOB6e5/sD5YxKWHMjXV/T5+6J37tyBTCaDRqPBoEGDMHDgQKhUKtjb21t1tadQKFBUVAQ7O7tuy/L79esHb29vblaMb84tl8u5eVEXFxedfTT+Sq6hoQESiQS+vr4QiUQ2WUnxfzf0qVepYQB/lpQqgxsbG1FaWoqWlhb069dPpx1sDiehtrY2bNu2DadPn8bevXsRHR3do+czhLHD6MeOHcPFixchFAqxbds2/OEPf9D72IqKCouc56MAK3wGEAgEGDZsGIYNG4a5c+cCeNgy++2335CVlYVdu3ahoKAAAwYMQFxcHOLi4hAfH290e5ImkNfU1NhUkk/3rpRKpV6XD30D6HQwu6amBjdv3jSLoIQKeVxdXSESiay+X0NXB21tbaioqEBQUBD8/Py4YlhdXc2pDvktUkuoB+m+5r1798z+uyEQCDrMi/JFQvfv30dJSQnnu6pUKtHW1oaoqCibtbyVSiXEYjH69etn0u+GPpMI2vamg+gKhULHbs7Y5BFKUVERUlJSMHnyZFy8eNHi/rjtaf93lpiYiPnz58PJyQl79uxBcnIyMjMzTRpk7wuwwmcCjo6OXJEDHv4i1tXVITs7G9nZ2di7dy+qq6shFAq5VWFMTIyOEEKr1epE9cTHx9vkClqr1XJhqCEhIfDx8THqD4HvasFvkdI2U1lZmc6VNS0Shj5M1Go1ysrKUF9fbzYhT3dQKpXcyps/DG/IXYe/Wmpv2dWTfa/m5mauvRwXF2eVPbT2Q+jAQ7uxoqIiuLu7w8nJCQUFBVZJcODDX+WZOiphCH1tb+pJWl9fj7t370KlUnFdDUNKUo1Ggz179iAjIwO7d+9GfHx8j8+tK4wZRue7wLz88stYs2YN99jz58/rPJZ2t/oifVrcYgk0Gg3EYjGysrKQk5ODq1evwt7eHmPGjMHQoUNx4sQJvP7665g1a5bNcrXofqKXl5fFBAp0Fo1vcEzbabRASKVSlJaW2jSuhy8o6s4AOF0t0ffKV1fy3Tu6em9arZYL642IiLDZBUBbWxvXAWivXu3KnNvU1VJnKBQKSCQSODo6dtscoLvwuxr0S6PRoLKyEoWFhRAKhdi/fz/Gjh2LTZs2WU3ha8wwelVVFXdB+t1332HLli3Izs6GTCZDbGwsrly5AuChu8/ly5dtZqBuJZiq01bQvcKVK1ciPz8fUVFRKCsrQ2BgINcejY2Nhbu7u8U/+JVKJUpKStDW1sbNwlkLvvGvVCpFXV0dBAIBBg0aBE9PT4vbWOmjqakJEokEAwcOREhIiNkuAPjqSjpzx18Bt3djobOBfn5+CAwMtEkHAPjd59MURTF/7o7mNLbfLzRlD5ivohUKhRb1sTQFrVaLmzdvYvv27cjJyeFUpKNHj0ZSUhKeeuopq5xHV8Pob7/9Nk6dOsW1eXfv3o2IiAgAwL59+7Bp0yYAQGpqKhYvXmyVc7YhrPDZkrVr1yIqKgrPP/88BAIBd3VPW6R5eXlQKpWIjo7mimFERITZPoi1Wi3Ky8tRVVXFtTVtAT8VnsYn8QsEteviJ1RYYs9ErVajtLQUDQ0NiIiIsIpCUZ8bi7OzMxeLNWLECJspJfnelhERET36P+evlugKmK+Y7czMWaFQQCwWcxZwtlLR6qOqqgopKSkIDAzE1q1b4e7uDoVCgd9++w0CgcAqrU6GybDC19tRKBS4fPkyVwyLi4vh7e2N2NhYxMfHIy4uzuh9OD40xcHHxwfDhg2zmVMEjajx9/fvYLvGx1DSu7lsyfjpBbZsr1IzZy8vLwgEAjQ2NnJzlD1Jezf1POgemiVdT/iKWZpH2X7UoL6+Hvfu3UNYWFivWeUBD/+Pjh49im3btiEtLQ0zZsww2+9MV8Po//znP5Geng4HBwf4+Phg3759nPvLI56Mbi1Y4XvUoB9K2dnZ3H6hXC5HZGQkJ7CJjo42uKfCTy4QCoU2cxqhknyBQAChUGjyHKC+PTSab0gLhDGJBvzRAKFQaLP9Vbp3RYNy+aurztLeTbWaM+Y8xGIxnJycrL6HBvxuzi2VSlFRUcG1DvmKWVukbfCpra3FqlWr0L9/f+zYscOs+2HGDKOfO3cO48aNg4uLC3bv3o3z58/jyJEjAB75gFhrwQrf44BarUZBQQGysrKQnZ2Na9euwdnZmVOQxsfHw9vbG9u3b8cTTzyByMhIm41JUHeN+/fvm/0qnjr98/fQ+CILfouU3+a15WqCb/NlynnoM3LmD6AbE1jc/jyomteW6fDUA7a8vJw7D2PNua1xbt9//z0++OAD/OMf/8Ds2bPN3hkwNRk9Pz8fKSkpuHTpEgBW+IyEObc8Djg4OCAmJgYxMTFYunQpCCGQy+XIzc1FVlYWduzYgVu3biEmJgb29vYghGDs2LFWF43I5XIUFxfDx8fHIuMa9vb28PT01LFboiKL+vp63LlzB2q1Go6OjmhpaYGnpydiY2Nt5uVIRTQeHh4mjyjoG0Cn75UfWMxvB7u5uel9jZaWFojFYquOSuiDb25N072Bh6MG7RPfqU9n+9BicyWht6e+vh5r1qxBc3Mzzp49a7H0BFOS0QFg7969mDFjBvf945qMbi1Y4XuEEQgE8PLywvTp03HgwAGEhITg2LFjaG1tRVZWFk6cOIF169ZxQa2W9iHlq0ajo6Ot2l6lQ9m+vr5oa2vDzZs30djYiCFDhkChUODKlSsQCAQ6KyVLz6FpNBqUlZVBLpebTUTDD/LVF1hcUVHBtYP5xaGurg41NTWIiIjQcTexJvzBfGNWm3yHHX2hxZWVlTqt756YcxNCcO7cObzzzjt48803sXDhQovvr7bH0DkfPHgQeXl5uHDhAnfb45qMbi1Y4XsMEAgE2LRpE4KCgrjbwsPDsWjRIk5ll5eXh+zsbIv4kPJn4UwZhjc3/OzCYcOG6aShA7rhtvqcWExtG3aGTCZDcXExAgICIBKJLPr/wU8Hp9B2cE1NDYqLi7kh9draWiiVSpOy7swBXeVR39PurtIMvVeqDqYGCqaYczc3N+O9997D7du38f333+usxCyFscnoZ8+excaNG3HhwgWdn9fjmoxuLdgeXx+E70Oak5OD3NxcNDc3Y+TIkdw4hbE+pA0NDSgqKoKnpyeCg4Nt2j7jDzwbI8nn+1bSL36Ib2fSe0O0tbWhuLjY5vFF/NUmNfqmDiX0vfJn7qhi1twjBPw9RUtHGPHhW5PRGC66N0rFUH5+fsjKysIbb7yBV155Ba+++qrVZiiNGUbPz89HUlISTp8+jbCwMO72xyAZ3VowcQujc/g+pDk5OSgsLIS7uzvi4uIgEokwbtw4naHmxsZGVFRU4MGDB4iIiOjg8WkttFot7ty5g+rqarN8sPJbaVRFaoyykj8aEBQUhMGDB9vMC7G+vh4SiQT+/v4IDAw0eB58UwFaJKjvKr9t2N1i0Nraihs3bsDNzQ2hoaE2DV3l740WFRXh7bffhkwmQ2trK1566SX8+c9/xpgxY6xq6tDVMPrUqVNx/fp1zomFji08Bsno1oIVPoZpUB/SnJwcrhhWV1cjLCwM/fv3R1ZWFg4dOoRRo0bZ7AOeimh8fX0tmoZOlZV09UCVlXwF6c2bN202GkAxJrOvK+hIBS2GdKSi/ZhBZz9z/iovIiJCJyapN5Cfn4/ly5djzpw5mDFjBq5cuYLc3Fw8ePAA+/fvt/XpMcwHK3yMnvPbb7/h5ZdfxoABAxAYGIhr167Bzs4OY8eO5VqkQUFBFm8X0XYi9ZO0dpQTXT3QoeumpiY4OjrCw8NDR1lpTeuxuro6lJSUIDAwEAEBAWa9GOGPVPDbhvxiSIv9gwcPIBaL4e7ublYbOHPQ1taGjz76CJmZmfj8888RFRVl61NiWBZW+Bg9Z82aNZg3bx7GjBkD4GEBaGpqwq+//sqtCvk+pHFxcYiNjcWAAQPM8kHM93G0dTuxsbEREomEM/oWCAScOwl/+NyUlVJ3aGtrQ1FREdRqNSIiIqwy9E0LP3/mTqPRQCAQQKlUIjg4GAEBATbzHNXHjRs3kJKSgqeeegqpqalmXZV35cCiVCrx97//HZcvX4a3tzeOHDmC4cOHA3g4v7d3717Y29tjx44dmD59utnOi8EKH8NK0KRuOmRvLh/SlpYWSCQSuLi4IDQ01GbtRI1Gg1u3bqGhoaHLdHh9KyU6kG2OEN/q6mqUlpYiODgYvr6+NrsIePDgAQoLC+Hi4gJ3d3c0NTWhublZZ3yELyqxJhqNBjt37sSxY8fw2WefITY21uzP35UDy6effopr165xMUbfffcdjhw5ghs3bmD+/PnIzc1FZWUlpk6diuLi4l61Sn7EYYXPnMhkMsydO5dLCj969GgHUcW5c+ewcuVK7nuJRIKMjAw888wzWLRoES5cuMDNU+3fvx8xMTFWfQ/WhPqQ5uTkIDs7GxKJBN7e3tw4RWc+pNTYWiqVIjw83GYzaAAglUpRUlKCIUOGYOjQod2aFWttbdURk1ADZ1P8OZVKJSQSCezt7SEUCi0aftoZVB18//59vfOB/AT0rhx2LEFZWRlee+01xMfH44MPPrDIatgYB5bp06fj/fffx4QJE6BWq+Hn54fa2lqkpaXpHMs/jmEWmHOLOUlLS8OUKVOwdu1apKWlIS0tDVu2bNE5ZtKkSbh69SqAh4UyNDQUTz75JHf/Rx99hKSkJKuet61wdnbGxIkTMXHiRAAdfUh37drFDXnTYhgdHY0zZ86gtrYWU6dOhUgkslnrTKVSobi4GBqNRiek1lT4A9lUqccXk9y+fbvDDBpVkQK/23zdvXvXbMGs3YW6wAwcOBAikUjvKkVfAjp/fISGvvKDfAcMGNDjFY9Wq8W+ffvw5ZdfYseOHfjTn/7Uo+frDGMcWPjHODg4YODAgZxH6fjx43UeW1FRYbFzZfwOK3zd4OTJk1yacXJyMhISEjoUPj7ffvstZsyYYXURRm9FIBDA398fzz77LJ599lkAuj6ku3btQmZmJnx9ffHEE0/Aw8MDdnZ2GDJkiFWLH39P0VLpBXZ2dlyBo9AZNOrEolQq4eTkhNbWVri6umLMmDE2M3AmhHDjI91xgXFycoKvry/3f8kfqbh//z5KSkq4kQpaCN3c3IxeXVdUVGDZsmUIDQ3Fzz//3Gkr2hwY48Bi6BhT3FsY5oUVvm5QXV3NXbH7+/ujpqam0+MzMjKwatUqndtSU1Oxfv16TJkyBWlpaTZLC+gtUB/SqqoqFBcXIz09Hf/3f//H+ZAeOnQI9+7dQ1BQECecsaQP6YMHDyCRSNC/f3+IRCKr7ik6Ojpi0KBBGDRoENdOrKiowODBg6FWq3Ht2jWd4mCtEN+WlhbcuHEDnp6eiIuLM8tFiEAggKurK1xdXTk3EurE0tjYaHAV7OTkpPN+tVotMjIysGPHDmzduhXTpk2zShExxoGFHjN06FCo1Wo0NDTAy8vLaPcWhvlhe3wGmDp1Ku7fv9/h9o0bNyI5ORn19fXcbZ6enpDL5Xqfp6qqCtHR0aisrOQ+PKuqquDn5weVSoVXXnkFISEhWLdunWXeyCNGVVUV3N3d9V6pa7ValJSUcMKZ/Px8aLVaxMTEcLmFYWFhPWqV0VQJOhBvyxm05uZmiMVieHp6IigoSOd98YsDVZH269dPx37NXBdT/FVeZGQkBgwYYJbnNQX+KrixsREKhQJSqRSXLl3CqFGjcPz4cQwaNAjbt2+3mjsMYJwDy65du3D9+nVO3HL8+HEcPXoUhYWFWLBgASdumTJlCkpKSpi4xXwwcYs5CQ8Px/nz5+Hv74+qqiokJCSgqKhI77Hbt29HYWEhPv/8c733nz9/Hlu3bsV//vMfnduNEdAAhgMpy8rKMG/ePMhkMowdOxZff/21zUQQlqK9D2lOTk6PfEip/dqgQYMwfPhwm+0pUmVsXV0dIiMjjTa3prE+fEuynu6f0eJLxzZ6y4gCbUN/8sknOH/+PNra2tC/f3+MGjUK06dPx/z58612Ll05sCgUCvztb39Dfn4+vLy8kJGRgeDgYAAPL6T37dsHBwcH/Otf/9JJYGD0GFb4zMnq1avh7e3NiVtkMhk+/PBDvceOHz8emzdvxqRJk7jbqqqq4O/vD0IIVq5cCWdnZ07hRXnrrbfg5eXFvYZcLte7j2gol2vOnDn461//innz5uHVV1/F6NGjsXTp0h6+894Pzb2jSfbG+JCqVCqUlZWhqakJkZGRNrNfAx4WX4lEYhY3Gv7+GbVfI4ToFEJDLVJqBVdbW4uIiAibrPI6Qy6XY/Xq1VCpVNi9ezd8fHzQ1taG69evo7a2ls3DMQBW+MyLVCrFnDlzcPfuXQQGBuKbb76Bl5cX8vLysGfPHqSnpwMAbt++jYkTJ6K8vFznA2zy5Mmora3l4oL27NnTobVn7KpSX+EjhMDHxwf379+Hg4NDB8l1X0OfD+mAAQMQGxsLR0dHnDp1CkeOHEFISIjNxAV0PrCxsdGixZefZNDQ0ICWlhY4OjrqtEhVKhVu3LgBb2/vXrXKAx7+bp89exbvvfce1qxZgwULFljkZ2ZMx+Xq1atYunQpGhsbYW9vj9TUVMydOxcA+tzIUi+FFb5HDQ8PD6P2EakohB9IWVdXh/Hjx+PmzZsAgPLycsyYMQMFBQVWO//eDCEEN27cwGuvvQapVIqAgABUVVVBKBRymYVjxoyxWrICjTDq7nxgT6EjBvX19aipqYFSqYSnpye8vb251IbesO/U1NSE1NRUVFZW4osvvsCQIUMs9lrGdFxo3FNYWBgqKysRGxsLsVgMDw8PLFq0CDNnzuwzI0u9FDbH1xvpTEBjLPoCKfW1pZhM+ncEAgG2bNmCN998E4mJiQAeroQkEgmysrJw5MgRrF271uI+pG1tbSgpKYFSqcTo0aNtFmHk5OSE/v374/bt2wgICMCwYcO4QXt+2CsNth04cKDVXVh+/vlnvPXWW1i2bBleeukli69CjRlZEgqF3L8DAgLg6+uL2traXmfKzegIW/H1UkwR0FDoVebs2bNZq7OHtPchzc3NRVlZGYYOHcq5zfTEh7S2thY3b97E8OHDdeKerI2xQhoabEtbpNSFhe4VWsqFpbW1FevXr8e1a9ewd+9eThRiaYztuFByc3ORnJyMwsJC2NnZYdGiRcjKyoKTkxMbWbIdrNX5qGGMgKazQMrnnnsOs2fP5sQt0dHReO2113Qez/YxTKO9D+nly5ehUCg4H9K4uDhERER06r+pUqlQVFQEQggiIiJsqrRtamqCWCyGj49Pt4Q0NN+OFkO1Wg1XV1edYNuerMwuX76MFStWYOHChVi+fLnZ263mHFlKSEjAgQMHOCcWNrLUK2CF71HDGAFNZ4GUpaWl3DjDmDFjcPDgwQ5XnGwfo+coFApcuXKFU5Ea8iElhOB///sfBgwYYDEXGGPRarUoKyuDVCrFiBEjzOZuQgjRSahoamqCnZ2dzuB5//79u1zdqlQqbNmyBRcvXkR6ejoiIyPNcn6mYGzHpbGxEQkJCXj77bfx3HPP6X0uQyNLDIvDCh+jI91pp44ePRrffvstwsLCWOHTA9+HlM4WVldXQ6PRYMiQIXj33XcxduxYm7W9errKMxVqVE2LIQ3x5RdD/mhJYWEhUlJSkJiYiDVr1tgshcOYjotKpcKMGTOQmJiIFStW6NxnzMgSw+KwwsfoCNvHsCyEEHz++efYvXs3li5dCq1Wi+zsbFy/fh3Ozs6c20xcXByGDh1q0SJEV3kymazLOCVLQgjRMapuaGjAV199hcrKSri6ukIsFuPLL79EfHy8Tc6PYkzH5eDBg1i8eLGOSwtt9xszssSwOKzw9VXYPobtIIQgPT0dCxYs0JnLI4Sgvr6e8yHNycmxqA9pY2MjxGIxBg8ejMDAwF41lwc8DIl966234OrqCi8vLxQWFsLZ2RmpqanMyYTRE1jhY3TEkvsYLJXaNKgPKW2RXrlyhYtBovuFpvqQarValJaWQi6XY8SIETZ1pNGHVqvFF198ga+++go7d+7kYqsAcGIZb29vG54h4xGHFT5GRyy1j8FSqXtOT31IqfWZn58fAgMDe90cZ3l5OZYtW4bIyEhs2bLFYpFdzPO2T8MKH6MjltrHYKnUlsEYH9Lhw4dj06ZNmDFjBuLj43vlKu/gwYPYvXs3Pv74Y0yZMsWiRZl53vZpmHMLoyPe3t746aefOtwuEok4v9GFCxdi4cKFeh+fmZmp93aWSm0ZBAIBAgMDERgYiDlz5gD43YLHZKMAAAhSSURBVIc0Ozsb69evR05ODkaNGgV7e3s0NDRg3LhxNh2Q53P//n0sX74cvr6+uHjxoskhtt3B1NBoPoQQZGZm4tChQ9zj33//fVb4HgNY4WOYHZZKbT0cHR0RFxeHzMxMKJVK5ObmwsPDAzk5OcjKysK+fftQU1ODsLAwm/iQAg9/1sePH8eHH36IjRs3IjEx0Wo/U2NDoxUKBUQikY7nrVQqhYeHB2dIwC7CHh9Y4WOYHZZKbX2SkpKwevVqTrE5c+ZMzJw5E4BtfEgpUqkUb7zxBuzs7HDu3DkMGjTI7K/BPG8ZJkMI6eyLwTCZtrY2EhQUREpLS4lSqSTR0dGkoKBA55idO3eSJUuWEEIIOXz4MHnuuecIIYQUFBSQ6OhoolAoSGlpKQkKCiJqtVrv6/z4449EKBSSkJAQsnnz5g73f/zxxyQyMpKMGjWKTJ48mdy+fZu7z87OjowePZqMHj2aJCYmmuutPxJotVrS0NBAfvrpJ7JhwwaSmJhIRo4cSZ566imybt068u9//5tUVlaS5uZm0tLS0q2v5uZmcuzYMTJq1Chy+PBhotVqbfJehUIhqaysJIQQUllZSYRCYZePSU5OJt988w3RarXE29ubtLW1EUII+eWXX8iTTz5p0fNlmBWDtY0VPoZF+P7770lYWBgJDg4mGzZsIIQQ8t5775GTJ08SQghpbW0lSUlJJCQkhMTFxZFbt25xj92wYQMJDg4mQqGQ/PDDD3qfX61Wk+DgYHLr1i2uuBYWFuock5mZSVpaWgghhHz66adkzpw53H2urq5mfb+POhqNhty6dYscPHiQpKSkkAkTJpAxY8aQ5ORk8sknn5CcnBzS0NBgVNGrqqoiixYtIjNnzuSKjq148803uYuizZs3k9WrV3c4RiaTEYVCQQghpLa2loSGhnK/S0lJSeTw4cOEEEKWLFlCdu3aZaUzZ5gBg7WNqToZjyTGKEf55OfnIyUlBZcuXQJgWMXH+B1jfUhp+48Qgp9//hlr1qzB8uXLsXjxYpsPy1vD85bRa2HjDIzHi2+//RanT5/m1Kdff/01cnJysHPnTr3Hp6SkwM/PD++++y4A/QG+jM4hhKC6uhrZ2dmc44xMJkNERARiYmJQUFCAmpoa7N27F8OGDbP16TIYbJyB8Xih74LNkPDg4MGDyMvLw4ULF7jb9IkZQkJCLHa+jwMCgQB+fn545plnuAsFtVqNgoIC/PDDD3BxccGZM2f6nNkA49Gjd5n2MRhGYqz68+zZs9i4cSNOnTql06KixwYHByMhIQH5+fmWP+nHELpyfuedd5Cenm6xoieTyTBt2jSEhYVh2rRpej1lz507h5iYGO7L2dkZJ06cAPAwOzIoKIi77+rVqxY5T8ajASt8jEeSuLg4lJSUoKysDCqVChkZGZg1a5bOMfn5+ViyZAlOnTqlk38nl8uhVCoBAHV1dbh06ZKOnVp7Tp8+jfDwcISGhuqNltm/fz98fHy4D1XafgWAAwcOICwsDGFhYThw4EBP33afJS0tDVOmTEFJSQmXBNKeSZMm4erVq7h69SoyMzPh4uKCJ598krv/o48+4u5/nAOTGUbQmfLF2hIcBsMUulKOTpkyhfj6+nYYW7h06RKJiooi0dHRJCoqiqSnpxt8DWPUo19++SVZtmxZh8dKpVISFBREpFIpkclkJCgoiMhkMnO9/T6FqWMJn332GVmwYAH3PR1RYPQpDNY2tsfHeGR5+umn8fTTT+vctn79eu7fZ8+e1fu4P/7xj7h+/bpRr5Gbm4vQ0FAEBwcDAObNm4eTJ092ukKknDlzBtOmTYOXlxcAYNq0aTh9+jTmz59v1GszfsdYBxZKRkYGVq1apXNbamoq1q9fz7IjGazVyWB0hj7fUX22VceOHUN0dDSSkpK4vUdjH8t4yNSpUxEVFdXh6+TJkyY9T1VVFa5fv64TZ7V582ZIJBL8+uuvkMlkRvt1Mh5P2IqPwegEYoR6NDExEfPnz4eTkxP27NmD5ORkZGZmMt9REzG0QgeAwYMHczFYVVVVOnu27Tl69CieffZZ9OvXj7uNrhadnJywePFibN261XwnznjkYCs+BqMTjFGPent7c22zl19+GZcvXzb6se3pSkizcuVKTkQjFArh4eHB3Wdvb8/d117o86gza9YsThx04MAB/OUvfzF47OHDhzu0k6uqqgA8vJA5ceIEoqKiLHeyjN5PZxuA1t+LZDB6F8b4jvJtuY4fP07GjRtHCHkobhk+fDiRyWREJpOR4cOHE6lUavC1jBHS8NmxYwdZvHgx9/3jbMNWV1dHJk+eTEJDQ8nkyZO5/8dff/2VvPjii9xxZWVlJCAggGg0Gp3HT5o0iURFRZGRI0eS559/njQ1NVn1/Bk2gXl1MhjdpSv16Nq1a8mIESNIdHQ0SUhIIGKxmHvs3r17SUhICAkJCSH79u3r9HXamyBv2rSJbNq0yeDxEyZMIP/973+57x/nwsdgdAPm1clg9HZMsWG7c+cOxo8fj3v37nFD48yGjcHQgVmWMRi9HX0XoYbEMBkZGUhKStJxSmE2bAyGcTBxC4PRSzBFDJORkdFBwMFs2BgM42CFj8HoJRhjwwYARUVFkMvlmDBhAnebqTZsDEZfhrU6GYxegoODA3bu3Inp06dDo9HghRdewMiRI7Fu3TqIRCKuCB4+fBjz5s3TaYOKxWKdTLm1a9eywsdgGICJWxgMBoPxOGJQ3MJanQwGg8HoU7DCx2AwGIw+RVd7fMxYkMFgMBiPFWzFx2AwGIw+BSt8DAaDwehTsMLHYDAYjD4FK3wMBoPB6FOwwsdgMBiMPgUrfAwGg8HoU/w/8/jh/YzYr4AAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/plain": [ "[
,\n", "
,\n", "
]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "MFPAD_NO2, _ = ep.sphFromBLMPlot(BLMXeNO2)\n", "\n", "# Plot multiple E with matplotlib\n", "ep.sphSumPlotX(MFPAD_NO2, pType = 'r', backend = 'mpl', facetDim = 'Euler')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Benchmark vs. \"direct\" results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compare against results from `ep.mfpad`, see main [\"ePSproc demo notebook\"](https://github.com/phockett/ePSproc/blob/pkg/epsproc/tests/ePSproc_demo_Aug2019.ipynb) for calculation details." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MFPADs for test NO2 dataset (single energy, (z,x,y) pol states)\n", "Plotting with mpl\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Plotting with mpl\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Plotting with mpl\n" ] }, { "data": { "image/png": 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rYZpmR9d8vYKYyWQazvrsJ3zhOwC4fQG9o2Lq7f23k/B5o6zLly9va0MFzfXq3Gl7r+BduXKlLfs+ilRrKVbeQWVqaqpY9eiNEC3LOjDFLbvRrpZl7tgnN/p56623OHXqFIFAoLhGW8mD6E1JN3JcnUqpViKdTpc0ITio+MK3j/FOO19fXycejzfc4LmaFy4WixEIBKqKjksja4Q77b8WwXNpRcR3mKLGZj5HpQ4q5UNr5+fnSSQSCIJQnMPobejdKkHcb6nOVuxHkqRiStrbEq/cg7i2tkYulwO2PIjeoprdzvFeCp+u64RCoT3ZdyvxhW8fUj4LTxAEZFluKjXkTkEv73ZSa6VkqyI+bzp1N8Fr1b5t22ZlZaVY5XcYmk+3ujNO+dDa6enpoti5EaJ7s3b9dOX+w3qP6aAZy3djJ0GqxYNYvkZb3vQgGAwiCAKmae6J8B2WB0fwhW9fUUnw3H+yLDe1xuZGjq+88kpD/SybXeMzTZM333yTYDBYNZ1ajUajNdu2WVpaYnZ2tpiOcs3j3tJ19387NS3gIOCmISvdrN31Q03Tto0kquecHraIr5FIbLc12kpzEGGrXdnm5mbLPIj1cNAfGsEXvn1BteGv5T688ka2tb73+vp6cS3HnVhQL42mOpPJJJOTk2iaxoULFzh16lTd71FvxOc4DsvLy8zMzDA0NMTNmzeLja7dc+otXfdOC3DXutyG1Qe512Yz7CRKu40kcqNDVVWL1Y/l/jj3+3SYhK+V+9npHLsWo/KmB+WDgVv9IOf6Rw8DvvDtIfWMBqrXgO44Dmtra0xNTdHT08P169e5c+dOQ6IH9Ud8riVCFEUuXbrE4uIi4XC4oX3XGvE5jsPKygrT09MMDAzw6KOPFg3F5b6kSqXrXq+cqqrE4/GKs/q8aafDSiMRdrVz6m3ovbi4iKZpRZEQRZG1tbWmij12o5MRX7v3I8syiqLQ09NTsoZYKBSKVbyNeBBrIZVKbfM+HlR84dsD6p2FB7ULn+M4rK6uMj09TW9vLzdu3GhYcLzUKj6u4AmCUGKJWF5ebnidbreIzyvyfX19PPLIIwSDwbr3U605stv6SlVVUqkUi4uLFVN71awBraZTKcJWjZQqr36Erc+wsLBAOp3eVuxRvn7Y7ENGp4QPOpMGrJRSVRSlJg+itwtQue1itzTtYanoBF/4Okojgueym/B5o53+/n4eeuihbdVXbrqvkZvAbhd0KpVicnJym+C5NFOg4h53Oe7g2VgsRnd3d8XP3Aq8s/q8mKZZrIRcXV0lFothWRa5XI5YLFYyq68d5fTtpN3iKggCiqLQ3d3N2NhY8ec7PWSU+w9rTbt1Svg6lQGox8e3kwfR/e56o/BQKFQSIXq/u+l0epuwHlR84esAbimzWzBQj+C5VLuo3IrFmZkZBgYGdox23HWVVt4EvILndnmpRDPC51akupQPnr1+/XrDKdxmkGW5ojXglVdeobe3t2K6tJWRTDvZq84tOz1kuJFLeSqvvKCmPHLpVITcKVrRsqy8ihfujdXyNk7PZrPous4zzzzD8PAwmqbx9ttvc+HChbqyG88//zw/8iM/gmVZfN/3fR8/9VM/VfL7ubk5vud7vodkMollWfzKr/wKH/jABxr+jLvhC18b8U47n5iYYHBwsKQ6rhls22Z5eZnZ2VkGBwdrSu+5UWMr0nGu4AE7Cp5Ls8LnRrtuD896xxJ1ygTvPtQMDQ2VrMHsli7drZNKp9lvvTp3aidWLXJxz6lt2x2J+jpV7t/OlmXhcJhwOFzy3bUsi1/6pV/ic5/7HHfu3OHpp58uPuy++OKLuzbmtiyLj33sY7zwwguMjo5y8+ZNPvShD3H16tXia37pl36J7/iO7+CHfuiH+PrXv84HPvABZmZmWv4ZXfb+CjuEVBoNpChKU3YAF2+J/vDwcEkBx240a0mArXTH5OQkjuPUJHguzRjIBUEgm81y+/btkh6e9bDXHqRqkUx5JxU3XepOYnBv3p2uLj0oY4kCgUDFCe5u5KKqKoZh8NprrwGlRUru1IZWfM5ORpWd9vFJksQDDzzAa6+9xujoKD/2Yz8GUIy4d+OVV17hwoULnD9/HoDv+q7v4m//9m9LhE8QBNLpNLD1UH3y5Mk2fJJ7+MLXQqrNwoPmxgLBluAZhsFLL73EyMgIN2/erHsESrOjibLZLBMTE3UJnkujEVcqlWJmZgbHcXjwwQfr8v8dBKp1UtF1HVVVUVV12yR30zQJh8Pk8/m2pUs78aDQLrEoj1zW19e5efNmMeou98a564feta16r61OzeKDex1iOk25INW6xrq4uMjp06eL/z06OsrLL79c8pqnn36ab/7mb+a3f/u30TSNz3/+86056Cr4wtcCdhI8F1mWG/LhWZbFwsICCwsLOI7Do48+2lDFIjTmxfNGeIFAgIcffrjhlmn1iG4mk2FiYgLHcThx4gSO4zQtegdlrcdbXVopXTo7O0sul+Odd95B1/WSxtOtHFy7n1KdzeCKuDfqdmfzwVYE5aah4/E4s7OzJVYArwex2nntpBjt1fc4nU5z5cqVurer9BBVfvx//ud/zkc/+lF+/Md/nJdeeonv/u7v5s0332zb98MXvibYbfirF1mW0XW95ve2LIv5+XkWFxc5fvw4jz/+OF/+8peb+iLUIz7pdLqYdrtw4QJ9fX28/PLLDV/goihu89JVQlVVJicnMU2zuN+1tTVSqVTd+zxsuDfunp4eZFnmxIkTQGm6dHl5GU3TsCyrWKHn3uzr8ckdprFEuyHLcsX5fF7/YaXz6q183Mv+mZ0inU43NJlhdHSU+fn54n8vLCxsS2V+6lOf4vnnnwfgiSeeIJ/Ps7GxUdLNppX4wtcA9QieS61pRtM0i4J38uRJHn/88eJTpvsejXZPqOUYMpkMk5OTWJbF+Ph4yRfdFc5GhW+naFPTNCYnJ9F1nQsXLpSs2RymBtPtoFq61LvOtb6+XvTJeW/a1fps7rfilmb20ejnqGYFcNPQ3spHy7KwLIuZmZniuT0MPWG9NGpnuHnzJhMTE0xPT3Pq1Ck++9nP8md/9mclrxkbG+Mf//Ef+ehHP8pbb71FPp9vWSFgJXzhq4N6h7962S3VaZomc3NzLC0tcerUKW7durUtrdLsOuFO2+8keC7NVmZW2jabzRKLxchms0XBq1Ti7o8lqo9qFXq2bRfL1ROJBPPz88WWV97K0k6NJToIBTReqqWhU6kUc3NzRCKRigOBvenSZnpr7mWUnEqlGor4ZFnmd37nd3jyySexLIvv/d7v5f777+fnf/7nefTRR/nQhz7Er//6r/P93//9/MZv/AaCIPDHf/zHbf2cvvDVgGVZGIZR/O96Z+FBddExTZPZ2VmWl5cZHR3liSeeqBpRNduoutIaXyaTIRaLUSgUuHDhwo5f7GZGE5WLVy6XY2pqikwmw/j4OENDQ1XPqR/xldLMuRBFseqcPjeKWV5eJplM8tWvfnWb97CVbcUOS1Tp7icUCjEyMrKt2bTXF+ftrVnuP6xlXXavZ/E1amD/wAc+sM2X94u/+IvF/3/16lVefPHFpo6vHnzhq4J3Fp6mabzzzjs89NBDDV+o5RFfoVBgdnaW1dXVXQXPpdFG1S7eNb56BK/S9o3s27Zt8vk8U1NTpFIpzp8/z9WrV3c9p81GfKqqMjExgWEYdHd3H4oG1K0WDEVR6O/vL34PCoUC4+PjCIJQFMTydOlBGEvUqaKTap9FkqSK64feB41KrcS8EaL3ffdS+DKZjN+55bDiFTz3Zut68Jq52biiZRgGs7OzrK2tcfr0aZ544omWtS2rZXtVVblz507xxuZdS9uNZgTIsiw2NzdJJBKcP3+e++67r+bz2WjEl81mmZycJJ/Pc/78eRRFKaneK++ostOa11HDTRGGQiHC4XDFsUSqqu6YLt0tiulExNeJlK27n3oEqfxBA7Y3SfdOb3f9h7IsF+9Rnf6O7pWNoh34wneX8ll4cC+l2agVwYtt26iqyu3btxkbG6tL8FyaET5VVZmfn0fXda5du1aX4Lk0InyGYTA9Pc3a2hqBQIDHHnus7gu23v3m83lisVhJGtW2bQqFAuFwuGoDau9NvJZWWIeZRsYSuVFMpSpIr9XCTZd2qpvKfp3FV85OTdLdYbXuA9vt27eL8xKbjbxr4bAtNRx54dtp+KtLea/IetB1nZmZGTY2NhAEoSHBc2lE+FRVJRaLYRgGIyMjWJbVkOi5+69VgAqFAjMzM6ytrXHmzBlu3LjB1NRUQxdltSbV5RiGwdTUFJubm4yPj9ecRq3UUaXaKB1vdNjKzh/7jUYiimpRTD6fLwri2toa2WwWQRAoFArIsoxhGG27aR/EWXzleIfVKoqCLMtcvHhxx8i7PF3a7Bw99/53WL7rR1b4ahG8ZtB1nenpaTY3Nzl79iwXL17kS1/6UlMXRz3C5wqeruuMj48zODhIPB5nfX294f3XssbnFuusrKyURLZuyqbR/e704OEV2XPnznH58uWm/46VStndJ2+336a384c3Vdrup+NOdVVpBd7q0vJ06Ve/+lUURamYLvU+XDQTSXUqPWdZVt3dXhrdj/t5doq83YKaSkOWvf7DWs9NNputuS/uQeDICV8t086bIZ/PMz09TSKR4OzZsy25CbtIkrSrCb6S4Hm3b2aNcKeUo2VZRTuGW6zjFfl2WCG8FpAzZ840FU3XehzujcPb+aPcQJ7NZnnllVcIh8PbDOSt+i4clHl81ZAkCVmWOXbsWMm8SG+61Btpe8+l27u0luPrVCuxThWd1NKns5qv09vQe35+vvgwGg6HS6LDSuc2mUwemsIWOELC18wsPNh9lp23WvHcuXNcuXKl5TcOWZbRNK3i7zRNIxaLkc/ni0Ur5ftvRXFMuQB5O8ycPHmSW7duVbwwm21S7d3Wtm3m5+eZn5+vuSK2nZTfaDKZDI8++mhJim91dbXo6yqfxtBsGqod7FXnlmrpUneNy5su9a5xeQuTvDRjYK+HTk55b6Qd3U6jiMrPbXmjgzfeeINwONzw9PXdRhIB/OVf/iVPP/00giDw4IMPbjO4t5pDL3zNCp6LW+BSfmG5frR0Or1rtWIzg2ChsnC5gpfL5aoawL3bN2ML8KY6bdtmYWGB+fl5Tpw4UdJhptq2zaY6vZMpjh8/XtHkv1/YKcXn7aYyPT1dTEN5b+A7+eUOcgNpL7VeC4IgEIlEiEQiVatLq/XYrKVNXivoVMTX6pRqLef2hRde4I033mB2dpb3ve99PPDAA1y7do2PfvSju87BrGUk0cTEBJ/4xCd48cUX6e/vZ21trWWfrxr7867RItzG0c0Inku58GWzWaamplBVtWY/WjXxrBWv8HkFz01p1lLI0Wyq0zRNFhYWmJ2d5dixY7sKnnfbZkQ3n8/zpS99iaGhoYYmU+yXRflKvq7yaQyV/HLlEc1h6arSrEWo0hqXN6UXj8fJ5XLE4/G2pp4PW0rVe25/8zd/k+eff57bt2/zMz/zM3zta1/jzTffrOm6r2Uk0R/8wR/wsY99rBjlt6s/p5dDLXwurfhCuqKlaRpTU1Nomsb4+Dj3339/zRdPK1KNuq7z1a9+tS7Ba8X+HcchlUqxtrbG6Ogojz32WF0pukaEz3Ec1tfXmZycpFAo8NhjjzU8mWI/U60NVrWIxrIsotEolmUVU6atvul2IqpsVxrSO6PPzXKcOnWqJKXnTT1X6l3ayGfZL2t87SCVShUHAb/nPe/hPe95T03b1TKS6N133wXgve99L5Zl8fTTT/Mt3/ItrTv4Chxq4Wtl0YrjOLzzzjvYtl234Lg04wd0zdiJRIIHH3ywof03InyO47CyssL09DShUIiTJ09y8eLFut4D6o9Q4vE4k5OTRKNRbty4wZ07dw6l6O1EtYhmcnKyOO1ifn6+uO7baiP+QeujWQk3nbpTSs/bUsybLq3Hx9nJVOdepPfT6XRJsUyt1DKSyDRNJiYm+MIXvsDCwgLve9/7ePPNNxvaX60cauFrBW6VZCKR4PTp05w/f77hG0IjwuNt4jw2NoZpmiVRQT3UU2DiOA6rq6tMT0/T19fHI488QjqdJpFINLTvWkkmk0xMTJo4RmIAACAASURBVBAIBHjggQcOVQl1q5BlmUgkUpISKjfiLywsFGf1NWoP2O+pzlrYLRKr1lLMmy4try4t713a7Np9PexVy7J0Ot3QA28tI4lGR0e5desWiqIU7UgTExPcvHmz6eOuxqEWvmYuKm8vy/HxcXp6epqedl1PxOddQ/R2H5mbm2t4/7Ucu5tejMVi9Pb28tBDDxEKhYDmU7U7kU6nmZiYQBAErly5cugmrbeSSg8v1Yz4O9kDvIK4V0b8vRa+anjTpS5uBaQriN50aS6XY3l5udgLtl2evr0SvlQq1VAEVstIom/7tm8rDqLd2Njg3XffLa4JtotDLXyN4B3A6h3P45pAm6EW4SsXPO8aYrPFKTvhOE4xvdjV1cWNGzdK/FXu/ls9HsgdPFsoFLh48WJb0xuHiVoFYyd7gKqqZDIZlpeXtxnx3Uro/Vo1WyutjMS86VIvlmVx+/ZtFEWpmC71euSaFa29WuNrdDJDLSOJnnzySf7hH/6Bq1evIkkSv/Zrv1ZiuWgHB/tbvQv1PE2mUilisRiO4zA+Pr7tBizLcrHSrlF2ipjKq0QrFc206+k4Ho8Ti8UIhUJcv369aolys3YIL7lcjsnJyeIcvnZ/0XO5HMlkku7u7qYj91rYL9PFK+G9gXvTpW7xlqqqFAoFvvKVr2zrtdnqash204kUpCRJSJK0LYXnpkt3irbd3qW1ns+DFvHB7iOJBEHg2Wef5dlnn23qGOvhUAtfLSSTSWKxGIIgMD4+XvWpphWNqiu9Ry6XIxaL7Sh47SKRSDA5OUkgEODq1avb0mTltCLi1HWdWCxGKpVifHyc4eHhtn5ewzCKa7R9fX0sLS0V1766u7uJRqN0d3fX1b7psCLLcrFyb2lpiUceeWRbr83yakivIO5HI36n1t4qsVu6tNrAWlcQK6VLO9V0u5xGi1v2K0dW+BKJBLFYDEmSuHjx4q5dCVohfJIkFQfaeo3v9doimiWZTDI5OYkkSXWtpzWT6jQMg3w+z2uvvVb3WKJGME2zOBXi3LlzXLp0CdM0i/ssFApkMpmS9k2O47SkMtItIjooUdFO1GPELxQKxejQ2w9yL434eyl8lagWbZefz5mZmW3p0t0eTNtJo9PX9yuHWvgq3Xg2NzeJxWIoisLly5drvum3KuLL5/N87WtfKwpeLcb3chq9qabT6WKK8dKlS3W3IGok1WmaJjMzM6yuriJJEo899lhb1428LdS88w7Lj1tRlG1P47uNKOrq6ipGh3t5M90PI2KqGfG96T3vzMNqRvx20ynha/ZvstP5dAXRfUB75ZVXivP5OlWcpOv6tjX/g8yhFj641ybMFbxgMNhQ1WCzwpfL5ZifnyeZTHL//fc3JHjQWDSRyWSYnJzEsiwikQjXr19v6MZTT6rTbVrtFaDbt2/Xvc9a8bYzq9ZCrZDPs/wv/8Lyiy+SWVggpChIsoysKAiBAIIkMfTgg4x+6EMcP368uJ33Zj47O7vnN3PYP51ovFTrB2nbdslw1bm5OQzDIJfLMTExUTx/7Ug3d2rmXzv+Ht7zOTAwgOM4qKrKzZs3yWazaJpWUpzUrvTzXg2+bSeHXvg2NjaYnJwkHA7XtI5VjUaFz9u8+vjx48WO9I1ST9szTdOYnJzEMAwuXLhAf38/X/7ylxtep6sl1ent4Xny5MmSBtK1ztWrB9dvODU1xeDgYElHGT2Z5J1Pf5qp//7fSS8tkZiZIVe2/7AoErz7MwsQgK4f/mH6hobo6utj8NYtjv27f0ffe9+7LTp0b+beSr5AIEA+n2dlZYWenp49jw73A6IoVjTiv/zyywwODhajGU3TKqabmylG6oTwdXLmnyRJCIJQrBLdKV3q9oENBALb0s+NPGD4wneA0DStJUboeoXPK3jumpZbWdgMtXjp3C4vbuPqVo0m2skA7zgOS0tLzMzMMDIyUjHiamagb6VINx6PMzExQXd3Nw8//DChUAjbsnjpqad460//lFwySdZx8H5aEQgFg3RFIiiOg1UoUCgUtoahRiKEBQFREDCTSdKJBJm33uLtP/xDgpEI57/5mxn9D/+Brlu3Kt7M3dTU66+/jq7r26JD1+O1XwtBOo0oihXTzd6Zh4uLi00Z8TshSp3s2lKvGb/SOCLvA0Yt6dK9slC0k0MvfGfPnm1JlFHr0075eCJvEUcrDOA7vYe3QtQ1vbdyNFGlc1Aece3UQLqZ4hg3WpQkiVQqxbvvvksgEODatWtEo1Ecx+H1T3yC13/jN7Bsm6yqAlttvBAEDF1HN036AXSdzN25hv2AAhiAms2iAiOiSN62ixHgMUlCsSxW//Ef2fjCF+iPRum5coVjv/qrBDzdLNzUlKIojI2NFW8Wbs/NTCaz40SGWmfMHQaqPQDtNPPQvXkvLS2hqmpNRvzDJHyNCNBO6We3d2m5l9Pbpk0QBCzLautIIoC/+qu/4iMf+Qi3b9/m0UcfbWhf9XDoha9TuANok8nkNsFzaVVlaLlwecV2twrRVnnxHMcpppF7e3uLEddONDuaSFVVpqamsG2by5cvFy9GbXmZzz32GOn1dWxADocpOi7vRlwAp9iK+LyjfN0GbG6hdgZYs20UYAhQgRXLos+yCOo6FpBLJyGxSfrf/BsG3/MeBn/nd1BOnCi+Z3lkXKnnZqWJDO6Mud3WafZDcUuz1CtItRjxXWuA9+ZtGEbL0+vl7PdZfJXwPmBU83Kur6/zEz/xE8zOzmIYBk899RTXrl3j2rVrPPDAA7seSy0jiWCrBuG3fuu3ePzxx1vy2Wrh0Atfu5+gywVvpwG0reh84hU+XdeZmpraUWwrHUOzUefm5iYTExNEIhEefPDBXWdyeffdyOd3n0zfeustLl26VJIa01MpPvfEE6TW1wHo6+pi5W605yXMloi5e+8NhQjYNgmzgGk7uAno+0b6CaZT2AjYDvQLEBElCgLkgyFko4Cq5jB0nVO2TeKf/4nME7c49a0fIPTMM4g1ptR3msjgPoV7o0OvibxTM+baSSuKJWo14r/xxhtFI773oaJVEfZ+SXW2Aq+XE+C5557jtdde45Of/CTf9E3fxBtvvMELL7zAr/7qr5YUgFWilpFEAD/3cz/HU089xTPPPNOeD1WBQy98rcTbjNYVvEQiwfnz52uauN6Ki0yWZXRd55133iEej9c97b2ZVGcqlULTNObm5rj//vvrLhSqV/hc83kymSQYDPLggw+WlFSbhsF/+7f/FjGbZUhRyBcKiJZFDxBg68stAsLdApa45721fB7t7mtOBEBxQLEhvZZABIYV2ChspTp10aJHAFEzQIDRMGimzaIockKRUawCa3/9OUb+8QWk7/x2+F+/o+GorNo6jddEnkwm2dzcZHZ2dlt0eFBajLVzMvpORnxvNFMpwq5mHN+JwyR8lVBVlePHj/Pkk0/y5JNP1rxdLSOJXn/9debn5/ngBz/oC18raeXFJcsymqaxsLBAIpGoW3SapVAokEgkWFpa4sKFC1y8eLHuFEsjwufaIWzbJhQKcePGjbq2d6lV+LzeP/ccv/7669te9+IHP0j8a18r3Ydt47CVziymNG2bsWiIvmyePhlyDizfzTibwJoBZ0SIypBHxLRsVgvQJ4NpQ97eWgMc6QmRTedZycGJIPQ7Noat42g6og2ao9H9qU9x/i/+An739+F//taGzlM55SZy27bp6+ujt7e3ZL6c22N2vzSg3olOdyDxnsNKEbaqqmxsbBSN424lpDc6rHa8nUp1HrQ+nbuNJLJtmx/90R/lj//4j5s5vIY49MLXKnRdJ5fL8ZWvfIXx8fGOCp5XCKLRKCdOnODUqVMNvVc9a3yuHULXdS5evEh/fz//+q//2nCaajfhc6dPLCwsMDY2VjSfV9r2jR/4AZIvvbTtPcwqoi4ZeUxnK4oDGJEEuiWHtAX9ImgF0A0IyAIDIZG1vE3SBFmW6O8PsRnXWEnnOTYcIrueZ9mAE0NdOOsqYiRApCuIupoh0AfBdAb7//oB+Pmfg//tB+o+T7VSnpaC2hpQu//2slKvnRFfPdRrxK/U2eewz+JrtE/nbiOJMpkMb775Ju9///sBWFlZ4UMf+hDPPfdc2wtcfOHbBV3XmZ6eZnNzk1AoxOXLlxt6+nGpZ3aXaZrMzc2xvLxcNIEvLS01tUZXyxpfPp9ncnISVVWLdghvZWqjo16qCZ/jOCwuLjI7O8vx48e5devWtgvcWzCy+Pu/z9yf/AkG0BMOE8zlil9kqa8HMachGluFKAUHskoAsWCUfkbLIX/3NHRLEAorxHMFDNNi04TBKBgWZPIW63GNoR5QcyKr63kGe8BSYWVD5XgPFNIG+YDAqZMKK+smxwdASqcwfvZpol95kcIvfxpaeGPcKY2607qXeyNfXl7eVhXpWi06Nex3r3pO1sJOlZCVOvvYto2iKCV+uXYI4V4KXyMzQHcbSdTb28vGxkbxv9///vfzzDPP+FWdraDRp0qv4J09e5bLly/z9ttvt8yOsNNF7227derUKW7dulW8kLz9Phvdf7XtvcUy1Rpmu8LZCuFzHIe1tTVisVjNVgjHcZj4T/+JKFvrd1ouhwVFr96glmIlV/Y3Mg2CEYULQgFTgJUC5D3aUegJU9jIcaobMiakc5DSQBDgeC8kMnBMgDNdQcRsDisNwSgoCqRtsLpBT+okxa31v3TBZCCqIMs25t/9HZHJm+R/4Q+wH3ik7nNWjXq/17Is09fXV/Lk7jhOsQOI1zMnSRK6rrO0tNS2G/lB7ARSbebh7Owsuq5jWVbJFIZWGvGBogWm07jtFeullpFEe8WhF756MQyD6elp4vF4UfDcL6uiKC2b0FDJwGzbNvPz88WUQCUTeLNewErbFwoFpqen2djY4OzZs22rTPVuW8l8vhNuxLf4zDMouo7OVgGLVva6VM5CEgUsuzQqWs2ZjACmA73Aib4wdtBhfTOPY26ZHzKZrdeOnugmHs+QM2AjBff1QSAPRj6HFIBAl4yumgjDEXrjWQRRRLnSz8pUgtCASG/SxOovEMwUsPsV7I1Vwj/xYYzv/D4K//5nGjp37aBaB5B8Ps+dO3dKbuSO45SsHXZ3dzfUwNulE6nOTtk+BEGgp6enpMqx3Ii/tLRUMeUcjUZrjuL2cvp6u0YSefnCF77Q0D4a4dALX60XV7ngXbp0qS0+vErvYds2i4uLzM3Ncfz48YqC5yJJUlPH4F3jM02T2dlZVlZWGBsb49bdjiS1bl8voiiiaRqvvvoqsiwXzee1bmvbNiu/+7vod+0KkiyBWSriJjAYVljTSqNax3GQe8OYqS2Ryya3/rcbiAJKF2zcdUGklzMEBRjshVQe5CSgiEROhckuauiOSagf8utZxGGQ1m3M2SSXhmxUxSbfKxJK2NgXe5HnUzhBGZQcgT/5LazjJ7C/9XsbOn+dQlEUFEUpqchzb+SZTIZkMlmMDsunB0Sj0ZpSmJ1IdXYqqqy0dLGTEd8tpilPOXurSyvN6Dtoa3z7mUMvfLvhFbwzZ87sWCnZagO6bdssLy8X23x5+0xWQ5blptf43GKZhYUFRkdHS1KptWzfyP5VVWVpaQnbtrl+/XrdnSDciM/xrAnYpsWYAkSjKFkNEcABwTAY6Akj5HOYDhihEJrokLEtAlsvKSGehNEQjEUhK8JGBmwH0inoHQnR5eTR1m0KixrdJ0UySza5NESGILsOkRFgzSIdgr4sELUp9EFhJkXgAtizOZzj3Yh5jfBv/Ty5s5ex73tv3efQpd2RTCXB8N7IvXiLQNx2WLC9CKQ8RdcJUeqksbzW60dRlIopZ9erWj7z0PtAUSgUDlzEt185ssLnCp6b3qvFGuDaGZpBlmUKhUKxr+Vua1vlNJPqtG2bjY0NVlZWOHv2bMUikt2oN9XpFspomsbAwADhcLih9keiKFKYnCx+YYfCMophYtugJjXyZa/vCjqod4M+oZDHXZUZGBRQbIeMBWvpeyJoBMFJgQScHgiRi8hsLKgUsnkkFfqPQ2IV8ks23cOgbYIWh65jkF2F6NkejJk06knoykDwGJjdYKQgeF8UeymDPd6FmNAIffIHyP3UX+OMXqn7PHSCekSp0rDV8iKQubm54mw5t4imE6nOTgpfM/vxFiR5Zx6Wd1FJJBKoqrrNrhIOh9v6OX3hO4CUX1yGYTAzM8P6+nrNgufSbMTnPtm99dZbjIyM8Mgjj9S9WN2I8DmOU4wse3t76e/vb2ix2t1/LcJnGAZTU1Nsbm5y4cIFhoeHWVpaarjriCiK2F/8An1BmbBTIJ8ziz69vgBsltXrqGqenlPdpBczJT/fjDsM90IoDWclkLshG4oSj2sMBQQcw8HYzCNtwukBkbxkY6vACvT3gUaA/LpBqHurYlRdhdC5ENkVla6zkJsB6aJEZM1CuRzEEiUsA+QhBUdVISQjLMYJP/vtZH/ib+DkpYbORztFo5rwOY5D4qWXWPz7vyczP08+l0NgyztpFwpYmgaOw+D165z+yEc49p73bBvvlMlkiuOJ3KKado136vTUhFZTblfRNI37778f27ZLWt3lcrmieLbjPDbq49vPHHrhg62bhK7rRcE7c+ZMiUesVhpNMzqOw/r6OrFYDEEQGBsb4+zZs3W/D9QnfG7V5NTUFH19fcUOFl//+tcb2jfsnuosN597i4OabVKtvPolQrkca2W/yxrQq0CqTFMzSxkivRLZVOnxbmYF+oMOtg5GEmQ0jgnQNSYg6Q7xla3XGZs2IhA+D9YKmEkIKwWCY11k5lTEEAzeB8OFPPLDQVjWsf4nyCctzD6QF3WUPjCPdeEsF2AkAmQRMiYUJCK/+kGy//fzcOx8Q+ekXRRtI889x/ILL6DGYuQ3NsjF4xj5PDgOBVHEAexsloJpYgAFoCcUYvErX2H6L/8SRZIIDw9z8hu+gfuefZZAIMDg4CCDg4NEo9FiI/fy8U6GYZQ08O7u7m4oqtmPqc5m9yPLMqIoVmx150bZlc6jt/F0veekWjHeQeZICN/k5CQrKysNC56Lm6asFbeRcywWo6urixs3bhCPx5vq11mL8DmOQzweZ3Jykq6uLh566KFi1aRhGE2vEVY6fm9F6ujoaMXz3GxFqPz1NzEt6Jcgz700pQAUbIFgt4Ke2Qr9BAEUaetvFg1ZaJ5cqFVwyHVBQN/aFrbeTJ21OX4KLhyHtARri1u/2kzDuQjkRmQyMybCnMrAGUguwZAEgTA4CzqMiCgrNsogOFGwcmCLoCyrcA6YzmJfAVQFR88hiDnCv/Yhsj/99wgDZxo6L60m/j/+B/N/9EfMv/oqr6fT5A0DWRSRBQFZUQgGA6xlNIwKf8dTkeBW8ZUoEr9bgNSlaRgb62T/+Z954LnnCI2NAfeKW3Ya7+Sa8Dc2NopRTT2DVjsZ8XVqynu1/VRrhF5pJBFUNuJXi/IPI0dC+IaGhjh37lzTX856Up2u8LgTz91Gzs368HYTj0QiwcTEBKFQqGS/Lq2wQ5R78dz1yt0qUpuN+Jy5LSUSLRgMwMbd09jbq9AnFZBMA30ghJnIb6miCcR15L4QCnkEERwFLAn0cBfCsEh2MY3p+XOsx+FkEHp06BkCra+b1ekMuZMK4USB4BVILEmYsxZ9wxCUgAwIA+BsOjg9Ak5eRJBsxLFuHByshI2YMOGKiZi2IFrA0cA6HsUxEuT+6P/grff/5xIj+U7euVbfjBJf+AIL//W/knnzDbLpDJuahmbbmHf3U7Bt+nq6SKsq6/k8oiAwEAkRMQtgWeQs6A4rrGbvNYo7roCBSLpgMpRMYSZTvPboI9z3688y8N3fveM6YjUDebVBq9XGOx22iK/ev3utRvyFhYWKMw9DoVDxWm4ktb7bSKJnn32WP/zDP0SWZYaHh/n0pz/NmTOdeQA8EsLX39/fktEktQhfIpFgcnKSQCBQcQBus+uE1b6A6XSaiYkJRFHkvvvu2zbt2qXZCRFuqrMe83kr9m3bNnJIxtK3RDtswtnRHoR4FudujtMGAoE8Ql+IQuJeiGcm8zhdCoFCAbJbBSwRtiKSgXMQECArwGYcsknY7IWhPAgqRNUM5/tkGCiABuIyDIYtssck1AkL+yyIEjiaiDMSRkxqCIoF3SDMpGEM7KEwwqKOI4DdE0GIOLCUQ7Y1bCnKUOodHhrWSfeMk8lkSrxz3idz1zsHza/xmarKzM/9HCuf/zz6ZhzTsrAFAU0UURSJwbwBoRCOEsWwLObT9yZe2I7DZjZPWhQ4PdiNmsqBIhMxCmTvPlOtFEAUbK72R8gksmwCg7rO1E/9FH3f/u0NiVK19mLueCd3ooXbfFpRFCzLIplMtrWB91756xqlmhHfnXmoqiqLi4v8wi/8Au+++y66rvPxj3+c69evc/36dcbGxnb9/tUykuihhx7i1VdfJRKJ8Hu/93s89dRT/MVf/EVbPnM5R0L4WsVO0VIymWRychJZlrnvvvuqTi5oxTBaL6qqMjk5iWmaXLx4cddF6GZvmKIokslkeOWVV4hGozWZz73b1it8XuvF2Mk+9NQqUiRAb8TESabRg2Dk7r3eMUCx8ohDIfSNe+JnqQWMkECgR4b0vXR1bhqE89C9seXpc84E0BUDuxtYuPsizYR3gBtbYujMQyRvEboMlg2CJMGQhbCZ2zIFmsAqMAqkQBBzcBWEBRCiWRDBOSdgK1EEwUZI54j+y1OI//v/V1I9V6060v2n63rd43WsVIqVn/9Zpv7uvyHoBrIikgsorGyquAGFA/T3hVANg83k1jmMSjAQBCkUIG2K9IomKdVkZX2reGjVMFEUkVODYRbXNPoUGBQgkcgyFIJkHuIOnA1I5D/9Bzgf/s6WFOjsNN5paWmJeDxe0sDbO96pml+uXjoVWbab8pmHn/3sZ5mfn+cHf/AHuXz5Mrdv3+ZTn/oUv/zLv7xttFA5tYwk+sZv/Mbi/7916xaf+cxn2vCpKnMkhK9VFXCV3ieVSjE5OYkgCFy6dGnXUv1WeAEBstksk5OT5HI5Ll68WFJO3i5SqRRzc3MIgsCNGzdqNp+71CN87prh/Pw8Y2NjnD9/Hun4MNGERlDXIOcgAEEDhEHQPTOHHAvEzTzhIYXcxj2Rs/IOulgg1A9O4t7rs1Nb4heMg5A0CMHW4t+jPRTUNOYkYEJ+GqLDIFwHcwLEFRAeCSFYeciAM2LjrIEQZqs9zBxwDJzhbljNwZiFkHVAA0FxEAIqdl83ZEBU55DvfBLzxsdKzlf5k7njOLz99ttEIhFyuVxJhOONDMs7glibm8R/9qdZ+qd/IpNMYuTyKEO9LGymcGSFaDAA2AT7QmxuqswlSw0iugVpW+JYwUDKgtStYIkS95rFQaFgsx7XuG8I0ptbUy1g67lBBELhAP1qksLf/L/Y3/6RtoqFJElF64x78y0f7+T65ZrppuJyWKwZ5WSzWU6cOMGHP/xhPvzhD9e8XS0jibx86lOf4lu/tTXTTGrhSAhfO/CO6rlw4ULN5b7NRnz5fL44JeLChQsMDQ21/aLTNI2JiQlM0+TEiRPFIoN6qUX4HMdhZWWFqakpjh07VvQaLi4ukr90md6VNzHWPIUtAgRyIAwL5Nc9ayA2sFEgOqKgrd0TPzsLOQvCQ+Dc88KjTQF3xW/rQIC304TOb/1cj3Zjvp1BlyC8AfIpESsawnk7i3MFhCEQVsEejSIsajiCiPNQD4KVQ1jJQB8IEjh9EqxY2Bf6EWdSCL0GaDqO5RB4/ZOYV78HAtXnHAqCgCRJ9Pb2lkSHlmUVb+grKyuoqro1osgw6P7dT6K+ehtdzxF2bKK9ETK6jraeIgBIFIge6yG+nkZd0xjqCzNsmyQtkY2MznB/mGhAZH0ty/JdPcwnC0QCMNANKxlQFJHTx7ow11XSGzaDgxC/ey5zJhw/FmZQsxGR0CdiHencUi4W5eOdXFy/nDvNQtO0fTfeaa/SqalUqiHf7W4jibx85jOf4dVXX+WLX/xi3ftplCMhfK38slqWxZ07dygUCly4cKGYFqiVRiM+b4cZRVG4efNm29sXec3n7pSG1dVVMpnM7htXYDfhc/t39vT08Oijj5Z4HEVRxAmICLZAsN9BT4JzN8UpCBDIOojHJHIJi2APBPoDyL0hJNtg8LyJkHHuBSfCVqRiXQAzC6YJphlBT261IFPW776uANY8yCcgnMxgnwBTASsCUtJGzmZxLoMTAEEDxkCY1TDPhpHCOcRAcivyOwV2PowwnUMYsOAKSJkEDILVFUaQJQQ7j6BvEnzho+j/y1/teB4rFYa4Yug+gDmFArn/+CMkXvgnUokURjaH0xNmVstTSG5V9gUCEBiIsraRJbGUdt+dxGYOSYbjgzAchLwMKyvbGzdkDRBEgQdPOCQ2bPSFdPF3uey91w33wEk9R0EFuy9E3wOX2NhHnVsaHe/kRtadqHw0TXPP2pU14uHbbSSRy+c//3k+/vGP88UvfrGjDbiPhPC1Ak3TiMVi6LrOlStXSp4Y66Fe4TNNk+npadbW1oo9RF999dWmi3V2qqrziuz4+HjJlIZWNan2kk6neffdd1EUpWIlKtyt6pRFBNsBAYJ9YIhg370fi1GIDlt0nY1CwUJI5ktc7U6XgBBwIAWuAsprIB8DkoCUhbuFb/Y3BHBSBnYqCrMaZhzkPhANCGjgdCtwrQDvgLACQh9wHFgDrgWRv5qDx9m6upKAdPc1DwFxtrwYQSAKQt5G0LM4Az0Iooq8+BLWO3+Kefm7GzrHAIXn/hrtP3+c9eV19FyeYE8IK6BQCMocD8gIcpiCZbJhS6ysaXj/JD2DQbplnc1NWF91f5pj/JTA9LJTfO3pEeiRILXqkFoVCERlch6rTzYHI2eidAsBwjMJlN4tn59QyNP1Le9jrQOpu2bSg9XGO3l7bbpFSNlsljfffLOlkxjK2cuIr5GuLbuNJIKt6es/+IM/IQLhrgAAIABJREFUyPPPP19yjjuBL3y7kMvliMViaJrG+Pg4uq43FPq71CoclmUxNzfH4uLitqGsrng22pnBPYbyC8nbtLpao+5mUrXlnz2bzTIxMYFhGFy6dGnHJ0tRFNFHT28tFtl3o7weKIRBOtaDqKYRLCCt4YjgnA4hLOSLOVFBdXAEEI6xVXjisgr0s3VXvnvfFicMOAuiqeFcE0G2sQFxEwQdhEwBNoHz4FhhhIkczingahTh6xrmAxHkQhZCwAA4pgQ6OJYMQwqsGnBCwRFkiAahFwQzjdPdjaBlUd74REPCZ6sq1o/8ANnbt8kZBl2STUEWSC+ncIDgsERelEkubFVoysCIDJFjEkK0i9R6ilRcJ1fhvdcXHc4fByUAhZRIbs0mWfytQ0+3Te5uIkCUYPQYDJsaxuLdJ5OuEJJucvJ0COu7/k+crLFvIr56KO+16TgOt2/f5ty5c8VJDG4D73J7QDPjnfZS+BqJ+GoZSfSTP/mTqKrKRz7yEQDGxsZ47rnnWv0RKh9fR/ayxzRygeXzeWKxWHEW1fDwMIIgsLCw0NRcrN2OxVvUcerUKZ544oltX/hWjSZy37cW87lLKyI+wzCIxWIkk0kuXrxY05BLQRCIf8NHOPE3vwGrFoIDRGSUXgekDBjSVgUGINjAWh5nJIiQ1eHuDVlw2BK6ASALxQafCXDCAs6QhLhxNxqfAeEkULAR3N5oo2AP9CLMagiLJlwBwczhXAvBpoAQ1OB+kN7JwRmgAI4QgKiFI4uImFs+jPuAtIUQAWczB4MiOCJiIINtRBED6wjql3C6btV8bp0vvoD10z9JdmEV3bZRQzLp1QwOEBpWyDgKifVsyTY9gyLBriiZxQzWcorhUxH0fJa8fu81AQVOjIDkBNCWDUKnA6RT232o8WWL7kGF/qhE94aOuOSgnAT3laKT59yZLkJDA2gjJ7GnpjoS8bU7Peg+QFabxOC1B5SPd3I9m7WMdzJNc88aVJ87d66hbXcbSfT5z3++qWNrhiMhfPVQPoz16tWrJV/KVlVllmPbNktLS8zOzpYUdVSiVSZ0t4fn9PQ0x44d29F8Xr5tI7htlW7fvs358+d3nPtXjiiK2HIQZ/Q0gjWHkxZgwEbI21sCE7FwBrsRlu6tPwpJHUcUEE46sMy9iphNtob5DbKVegSEnIOwYsJZYJ6tqs6lrYpRJygg6A4kQAiqcNzCOSUgJB3oAkHN44SAnrvvN+7gLIs4740irmUgDcjZrYhTZ0sNuoF1YCSA0J3DcRzsQBeCpOJEulA2P4tRg/A5joPwK09hfO5vKGhZpL4g5HV6BYvei/1kdYs0eQp3075KRKavX0DPSeTieXLxe+crs5hlqFvBPCYh2TZhSUFdzJJfdHAlTJ0z6DuhkFy+l9aMDsDgoEy/WcCYvvdzJ7gVnkcG4ERvmGBPhNwn/uDecR/AiK+cnSKxcnuAe0yVprjvNt5pL2fxHbY+nXBEhK+WC8y7rnXu3LmqN+VWC59bxTg9PV2zEbxZ4RMEgbW1NRYXF+nv769rOkQjY4ls22ZhYYG5uTmAhtrGiaKI4zhY/+bDKH/1zFYKMeWp2LMBLYN9KoKwmUVwC19sZ0uMBthKZaa3oju6FAjaOA9FEcwUjtiDYKS33ud+cNJBiOsIcRC6HKwBGUk1EVYsGAEnIEDIAQnsC12IkyrMAtdBWAZnWELMZrbW/uIgZB0cUcaRbJxQEMIizmkBukIIho2Y0REGVZxACJQ8ovblqueiKBrJOMEf/TDWuzECOBipHPZKhsDJAKomUlja8mx0AYMnQlgnuljPFkguahTzuu75VWDwNMgS5JYKWN0WmYXKHYYUp4CkwMjprQ43wiIImybymXsRHoBtSxy/4jAoS4iZPKkffgrx+i0EOjOItlPCV88+qpnHdxrv1N3dXUyddprDOJkBjojw7UT59PFK61peWiF8giBgWRbxeJxYLEZvb29dRvBmhG9zc5NEIoHjONy4cYNwOFzX9vWkOitZE1555ZWGbkZuCyr7u/4jzt/+FwTZROizcewgQvxebk5UszhBcHolhFVrK8rrAudYDwhpiAA5AeFunzIhl4IwCP3pLYEU2Jrpd1zHOR/ESesIAkiY2GP9iIsJWANh2MYOioi6jbCexX5YRFhwEN51sC+KCDo4qyAEgUGwwwEcMwAnVAQtB7m70aQJTpeOLUUQRAMhmIewhGgsgV3YUqQKyG+9TPiZp7BiK6iagLGsYp/rRdvMUljc+mxiWEQZ7cFI5Mgu54E83SJE7+9h5etppIBA/5kQipkjuyCQn3JwBTHYF0AVDLwFi6IC/acEupQAxyUHc6pUGG05hJs/7h6DY1GJiFrADokkPviNvHPjSbK3b5c8PLlpwnbc1DshfK2azLDTeKdMJkM8HkfXddbW1iq2aGvX52x0jW+/c2SFr1AoMDs7y+rqKmfOnKlp+ji0Rvhs2+b27dtEo9GGxKcR4XNbmkmSxODgIGNjY3Xv1913LcK3kzWhEdxBtIS7sR98HOmtF0EAQdKxj0mQBjF3d43PASdv4dwfAMlGyJoI3C21zwGKDSPAClt+v9zdf8PgWBJC1toymWd17JNRWNcQBBDUBPZD3YhqBkwQCgJOGgTdRpgHe1hCGLGwckEUMYd5LIws5XAKIk4XOIqEOAD0saUPeWDIQswBPVnsgICQi4CcA6GAlPgM1uC/33YuBl78HAN/9f9gWxZ6SKarXyE3JJNImhjpAoGTEYSITG4mjTGRLNlWCkCvadB7LcrKWxr6u7m73TVLS/L1RYPjD8D6tEj/+S6iusn/z967B1l61nd+n+d53tu59r17eu730eg2EpJAOFnBYrx27BhMbCCOAS8hu2XXYnurnApUXKRcW7AR3lRSW8ViuwK1wo4dwFRl5awdOwGbGMcSoEGMEKDpGfVMT0/fb+f+3p8nf5w+Pad7unvO6e5pCQ3fqimp+pz3et73/b6/y/f3VdcaiOsGCFFHmgNq1iEKKJyCYRcyg0Xk1Qr6ZC/p+ePY//orPLj6QpmmKT/4wQ8QQqzXHGYya3WvveiMfD1GfN2gPToMw5BMJsPw8PC66HBpaYlGo1m7bR/gXSgU9sRRoVKpdC3Z+lHAPUF87TdPe+fikSNHuk677Yb4SqXSWhfjww8/vG5wbDfohvjaxeetkWaXL1/eVYPKdttuSRMsy+Khhx7akdB9q+229jl933+P/DfvQTRWIxuTYvKgBwqImToczEImRPhRU7kwQDOSawnWY5rSgwJNWUHL52gBhEoxozYsxggDcqqO6XMxwiDqEWK8ijlSQJgqQqSYYxYmlyKuGUQlxeQFluXDIbBu+GhXgKcRYYT2dHM/FJgCaJNDaBstNUKEYBnINzCuQqQRVvnZ24jP+tL/yOH/+HlUHCJijSUUcryMJ6A4miXM5JkVhsrlW5o6lRVkj2SQcUo0ERFfbkZl/Q86LL58ezozc9gmO+CSDUJyQQzfq9z2HemsttcCwhX0nCswqCtkl8HYAiaqmH4Xff8owf/wlWYbbmt/lMKyLEZGRtZmyrbr5to7I9trX4VCoavo5kcp4rsTWpZE2w3wbrclun79OnEcbzqirZtzslM5w+sd9wTxQfMCnZiYYHp6mkOHDvHkk0/u6IK1LIswDO/8xTZUq1WuXLmCMYZz585x7dq1XUVAndgjtbpSq9UqZ86cWXeT7KRO177sZqTZjTRhJ2ilOgGWRh9luE9jsjnUio9IdTMii6qYN/dAUEYsty3cmq88SDOwaU1nqa/+GwSjJWJZQwriZozpEZiMgyiFiJUQ40jMQQsxnSAmq5g+F5ENEfUEgw1nY0QCWucQKzWYBHMexLhEj6TIGqhaQjpcaNKFDBFunTSxmilb4SJwsWiArdHGRoZXwJg10rD/5OPYf/5lmK9isjnEzRJIQXQ0SzqfwHgDBRw0kH8kT60RIxKL6Hqd5PL6jk4A+XJE/qQkWNAUjmbISAvrRg15M4abzevLHrWJZ26/1oSryZ6CvkHomTOoAR9xefXDAQ+TddFvOoP/3/45uLe//GxsbtlKN9ce3UxMTKyLbtqjw82im9e6uWU/t7OVLVFrgPdG09pO7Z0ajcaevby+nnDPEN+lS5fo7e3dMeG10E3EV6/XuXr1KlEUcebMmbU3p92mS5VSBEGw6Wcbxecbu1Jby++G+NonVexEmrDT7cZxzMWLF5FSMnjkCewbz2FGbUzVIMoGDoKolgEwPSBaAvLWc7vVwLiRAEsg0HAATM1B1KLm+soh+kgRUa4iIg3XNeawi6iskmFdwWiKqMWYWCEOpMhajfhUBrvqIyYgOe0hF+vooyDmbLSyEVapGYlqgSikiFBCJgYZk9igyaBEDRGllG/8b8j+X6D/yx/D/n//7yYRNiRipUZ0rA89UYGxVVKzQBzPooRk4EYd63iRhe+UbzuXwoHCMXDzWaSWlMdriO9vpt4DZygmnmn9CE1T3vwAFAS4N2gSvCMQ06sOGSdycNQieeAxwn/xFdjiXuu0uWWz2lcrumm5MbTsiVrRTYsQ72Yasn1fXq/WR9sN8N7M3snzvLUXijRNGRoa2vFouTtZEoVhyIc+9CEuXrzIwMAAX/rSl3Zszr0T3DPE96Y3vWlPRgt1QlrtovfWqK+N69gLHV472lO4x44d27ZJZy8cItq31600oVsEQcCVK1eoVCo89thj9Pb2YtyPYT73CwgdQxbMoItoi8SFptlimKMpXajCmjJ7KwJsgBiI0CeyCJlgHAuhanDEwhQ1op6CiDAHPYQVQD2FRhZzuAGTKWZKIA4b7AUffdBBDkWYMEUUwGhIh1QzPTvQ3K7REpMUMVkL4QYY1UAmGumkEOUxRU3We5baV76J+Pb/QepJ7HqN+EIOvexiXlhpNuIczyAzFkw1ENdvRXbFq2WCxwtUv1MldzpDpi/BqoO5msA10zxgwDniEk9unsVQuSL5xzV5T5OfDbAbGlN0EbNt5/qEwUyD+Uf9mJwg+UfvJ/rFp7f9TXczq3Or6KZ9APXMzAwrKytrAyf2QkS+GfYr1bmXOr6t7J3az9/v//7v89WvfpVyucyv/dqvceHCBS5cuMCjjz666WSldnRiSfT5z3+evr4+rl69yhe/+EU+9rGP7ZslEdxDxLfWHLFLbEd87RrAdtH7Riildh3xtYirJRVoF7zf6YGyGy1eS4D+zW9+845i992iNa5tYWGBo0ePEkXRrYkZ9/8M6dv+S6xvfLHZZZFJoJWtCWg905vEFtL8rLD691bqswqmD3hIYfIewq8jAEkDowQMerCim9HeIpiig3AiqAUQgRgGkzSaJPvEaofmikcyCPZ0gDkClhUQD/ZiT5eIj0XIWoKxLUxaIE1DTFpHuHmEDkDZGMtDCAetVpAjNvlvvkjPyxpZSzEZG2NsnOka2lWEP5lHvhQib24SrY3YqCOSkSQhd9jCjPtrp2MjMqMh8epYRdlr4Zy0yBRDvJrBGaggNigrxHDYbAwCTJ8N/SnmVBGTyeH/03+HOfP2O/62e63j22wA9Xe/+13Onj27lu7rxOewW+xnqvNuyhk2nr/f+73fI01TnnrqKT784Q9z6dIl/vRP/5RMJsOb3vSmbdfViSXRs88+y+/+7u8C8Eu/9Et89KMf3RdtZwv3DPHtFTYjvnZJxHYawO3W0Q1axDk9Pd2V+LyFVtqwGxhjmJubY3x8HK11V9vbbF3bnZ92Mj9y5AhPPvnkmr9aO9J3/XvkwreRV15F6LTZOAKQAVNwAA+W6ohk9bOQphfeURsyTR2e0DGQIuI65EDnc00dYGwQcxWMEpgRF1EKEJVmI4gZBBEDK4ANekQiVzQiYzCHYqxaSvoQiKUcaSbEWSgRnOnFmiuTjICJsxivihbAoEFUFCYPqBStfKQEij2YsTrWXywhFrMY4SAnSpjeDMnhHOpmg8xUjfi+AvxDjPEEnPKQnkYspaiFGH7YNN11zuYJp2tsBnnYQRUN/W+P8cpgzyZNIf8qsenePIK2ZS3gOpjzGTjog1ToTAF9+EGCf/a/Q2ZzA+TNfuP9aDxxHIdsNrutiLzlc+g4zrq6YSc+h/sxHQZeGwF7tVpdKw89+WTnU4Q6sSRq/05rSPjS0tJdK5VsxD1DfHv1JtFOWhvTi51KInaTajTGUC6XmZ+fX3Np6PZttdvtt0sTHnvsMS5evLjjm32rOaHAOlf3oaGhdeTamjSzDkIQ/8rf4XzuHAaBaPiIRvO3aer0oqZ0wKE5PaUGps+DkaAZpVk0SdK3EfUYQpBhc9anHikg6nVETcNcgFEShkGUNWIRjAQxBFQF8qbGHABCCxYTkuEcdqmOPlhHaptwUOBMVYmPCDBFsA06CyIS4BZJe12k7gdLIPBBSHSjhPv1BJOXyO/XMcMF9GgROVnBWu1ONUULOWjgPykgX64hrm9ep3OnfEIHyArE8QxWX4odK5zZBrIRYVZsRKuOt+E2EVO31mlOgj5rI6sS8EE66OEDhO/6V6QXfqHDK+DWb/1aCdi38jmMoohqtbpW++rI5zBN98VV4LXw49uphq8TS6JubIvuBu4Z4tsrtKKtliv4TiURvr/5Q2o7LC8vc+XKFVzXpVAocN9993W9Duic+O6GNGEr4ltZWWFsbGxLV/cthfOZAZK3fQLr+U8gZNIcUxKCqa7W+VqpTgc4CyIfYHwB2jRTpFUQxNAL2skhVlajvdVRXmYwB7rR7PicB6MEYnjV5WEO8BTJMFgzCcZLMEM57Nk68YEs1lID3evhRFWiMz1Qi7CoEfVYCDJgW8SihnIsElNBKjC2RMUK7xsJIgJcQ3phEOtbTa8kU3RIDzpIXyOnGqgrNfRoAZGsf5AYFziZgf4QKTIUHtRYLzQQ841b8o0W9ObRvx51EQdCdD+IGjAIciZuTp3pyRE/8bNE7/0DsLrXi+3H5JZuyLVdJrCxEWRTn8NVzWG1WsV13X0h8v32AtypF18nlkSt7xw+fJgkSSiXy/tipt3CPUN8e3HRtFJw9XodrfW28zS3Q7cRV0t8LqXkgQcewHVdXnzxxa6328Kdpq+03N3DMNxSmrDTG33jtuv1OmNjYxhjeOCBB24b5dTCdjVa/dBvwoufhnhVw+A2OxcxYGoCERhMP01ndA3CNVAAjYuoJYg4bQYwfh2jwPTmII0RyxFi1bvOFB3wIsSywSwAvRbpUQ9jWWA3iIdBqD5kUiLu9SCxSZwMKmiQWhnscoV4MEeMxGqERPkMOtvAGIlBgJ3ByBBsjfUPNeQcYIOcM+CU0Q/0NXWEN+tYV9dr78RCFX0+25wVailENYCZGDHvN6fMUCO9v4etfi5jbAQx6ahFclRCIUX4NhyOcH4AYh7MkIRlA1lJ/MTDhL/4hzC4sxev5jbvvhEt7P6+3+hzCOs1hwsLC0xNTTE5ObkrzeGdsB+efxux04ivE0uid73rXXzhC1/grW99K1/5yld4xzve8eOI7/WG9mHOw8PD5HK5tcLtTtBpjW8rbZzWes+7QuF2acLAwMCWzTk7Lba39HhhGK65X5w9e/aOb3vb3hRCkLz9f8L6+/8awgzC95spOwGiYEgGs5gCqEQjWzKQCCQhxoGk18UIF6tcR4QpVFpkZ2PyOUTFhzjFFHrQRzX0GkgCVFDDCEiLEhW4yHCFtN9D6RihQ+KeDKKekno50kAjaiXI95L0B6AVxhIoekmslIQYYUncKzH2lRjRADSkh1zUXNKsR15e3S8b0uN5TJ+FiDRqpg49CvniNgbBbdebkZAeEegRicmCyaTYM6DqCaoCVCA5qFE/bD5sdU6ibUlyOMfUW36T5PyvkHfy5HZRd9rPRoa9RrvmcHl5mYMHD1IsFnelOXw9Yqfi9U4siT7ykY/wwQ9+kNOnT9Pf388Xv/jFu3AE2+zjvm7tRwztDR39/f1r9bSFhYVd3bh3Ir7txOdwu5auW2wkvvZaZSfNObuxJhJCMDExwdLSEidPnuT8+fN7E40f+68wr34GWf4OptfGxB5ipYpIwepdbfFUq/ZDVgER1RHVFKHBaoRAiLEg7fHASlGlGNGIEXYJfcqFogSnggxMM+0HpFnRTE1WNJiQtOhAbBB+SlrMoyoBSSaPpcskRQuVs0hsgUmy4DbAzpDKMqlUmFSCk+ItRYhasxQo5sC6Ga7WHBX68T5EECGnG1jztXUpy3RAszG2MAL0iEsyZEh7YvTbCsjAYC3VsVIDC81rILhQRNU3TGfxJMgUfcRCj3roJ34R/4lP4wQRYbXK1NQUtVrzRLTE0K2He6cP9h9V4mtHe9PJbjSHnudteT72Iy28GXbjzHAnSyLP8/izP/uzXe3fbnDPEF83F44xhsXFRV599VUKhcJtNaeWHGCnb7tbRVxxHDM+Pr5GCpuJz/cCrf1v757sRpqwE+IzxjA1NcXy8jL5fP6uyCDin3gW528fQgQlhBNjhkGbLNJpNOt8punWIKLmQ94UAMdB6Kip4fNB1ZsRoVGC9MEcqreGTMKmRGI1w6izCuwUGYBopBgFad5CRArl+yQ5D5GGyEATZ1KUb8Dy0LqBpQLSnEdsKWQCqZNBChvtJWSvrKASEHXAh/SgQHhZ5GKEKi/DNW6r5UFzRJixNfGjRbQngQBZT7FWYlQaopYgUhbOjc0jQlG7pf3TWUFyDpRtMCdc0sMXCN7xh1A8hQX0etl1UYDWeksxdOuhXigU9tyR/PWCOzWddKo5DIJg7bsbNYevpSXRG3FcGdxDxNcplpeXuXr1Kp7n8fDDD28q1mxFbDu9GDdGfGmaMjExwczMDMeOHePMmTN3tf4hhKDRaPD888/f1j3ZCbrRAbZeIq5evUp/fz9DQ0McOHBgz4/PGMNcKWW659/yRP63sKqlplu6bEAOTBYQLkbbiNhAw0doDdEqmzlgcg7GcpsjKAdSLGprZrXGURjXBWMQYbga9RlMFrQtEL5ART46o9BCYTcCUq+IiCO0tkAnaJlrphxDsLBJc5KUGCNDrIqLN5M205unQM2BtWhozlRrIjlZhEgT5yXCUchUI8shaiXAXvZJPHAntmiaUhluKfdXj0lAdMhD9+QI3xxgpXUoGuwGhKPH0E99kvTEu7Y971LKtQf76Ojo2m8RBAHVapVqtcr09PSarU77VJXXolNxr7HTiSobNYewtXGt67pEUbT20rhTzWG3KJfLHD16dF+2td+4Z4jvTm+b5XJ5zb3g/vvv37LJAm7NytxpG3PrLW6j+Hy349Q6wdLSEmNjY0RRxE/8xE/s6Bg6nfVZLpcZGxvD87w1F4rvf//7O06TboVSqcTly5fJ5/M88NgvkIp3oL73JvCXIMyBqCFW2zuFDJuDqR1uXf0hUAMRR0AKxxRCRBgbjKJJhFGKaDSaLu5AmhPNAdSpjaolyDQmzjnElouKEvzBLKYokVmJUhpjgzIBqbIxRpBGgiSVWJZHbBsKryyAbZANMKVmHS4+rBC5XoTRiGqATm2c7y1hLd9+DgCSHg9r/nbiM5YkKSqS+4vovESoFBVHuLUQdTTBnVmCGNIRFyGzzL31w1TO/HNGN3TidYr2B/tWczejKOLixYtrcyNb5LlXFkX71QyylyPLtjKuXVpaYmJiguXlZSYmJtaePRutifY6ov5xxPcGRq1W48qVK2it19wL7oTdjhyTUhIEAc8991zX4vN2dFNnbLcleuihh3jppZd2TNyddIVeuXKFOI6577771qV5dlMf3Gw7Y2NjpGm6oSN0iOiRMazrv4hc/JtmN2dKk8ASMJFExM2B1EDzLuhZ/W9/2oz+UgsSg4xv/c4mB9qRTSf1RKJ8iYxCjICkZ7Xel3ewemooS5LgIFKD0QadANqgUwEqQbkKowyBcjFVjb2Sol1IhgSmCs6swVlJYWVpbftx3+YvY6lnkRY9oqEMacZC2xpkhEo0ViPBqYckB2OKV+tN0X1ruYMCazoBAcnp0yQPvZf4sf+OpZtTOHchEmuvgc3OzvLEE0+szY2sVqvr5AKtySqtCLHba3W/mmfu9sgyKeUayZ0+fRrYueawW7xR3dfhHia+Vst+EAScOXOmK8+pnU5eaU/7pWnKW9/61h2nLTrtrOxEmrCTbW9GXlEUMT4+zsrKypYDq/eC+OI45tVXX912O6gMyam/RAz+Odb0byL1bHOMiWo6CxgURjgYFMQC0aijswbLM0AKErBAK9BSYvBA24gkRoY+UjdHpKUZSWo7aCeLGDBYooY0hsR4CKnAchA6RgkbjERqSBMLnWi0FSNVgjUTozMC1TCowBAlEjAYBUk+i8naaM8mljbphRF0EmOhUVGCavioJEFRI8rkyE0u3H4uBHjx+qHmxgVcl/T8KNETv0ly/iO3PtvHjsut5ka2GkJWVlaYnJwkiqJ1k1UKhQKZTGbbhpD9SqPe7XO1sazSreZws/FsnezzjyO+NwBaP3R7x2RrgHS3F24ntkAbsbKywpUrV8hkMjzyyCO8+OKLu8rV34n42qUJp0+fZnBwcM9u0I2pzjRNuXHjBtPT05w4cYJz585tua3dEJ8xhuvXrzM1NcWxY8e23c7aMj3vIs79NNbcfwrJBKQVRAQiTJFmNS1o0dT19WVJXYEWCZgUdFPoLhONShrNoSYS8CC2FLG0MAhSR6AGKlgajE7QCBIZoUUKxqCFBpOghWyOQCMikBa+bZNYipGoStojifoFqdYgJVKBFWhsGs35og0gX8Sbvd0b7xY2d+wwFshIk5yU4CmkY0E+T3LyfUQPfxLk+ojltZYatNKf7QMTNkY58/Pz+L6PUmpdZNhqCHkj1A9b6FQ6tJ3msFqtdu1z+Eb14oN7iPiMMVy+fHlbu55O0U3EV61WGRsbQ0p5x9phN9iqM7RbacJO0CKvdn3jwYMHO6pR7rQjdH5+nnq9TpIk3aeGLZfkwF9jL96PTAGv6e6jDc16W2KknhA5AAAgAElEQVRDBLGdkjUhqlUeWjWNRdHU+ymBFhKNAANSpxgh0MNNg9nUGAygEauuQwZjBAILoQ0Y0EhWnByJbQGSTL2G09DY1Vs1qUassILbz5GM1hObtgQ6I9Eu4AhUvk54XiFsAIPUBhkZdK/EqjbH2JisQ3zmpwgv/DtwNo/+Xwux9J2wVZSTJAm1Wo3qBomF53mEYcjy8vKeuZFvhv04V7vp6mzXHI6MjKz9fSvNYT6fZ3Jyci0FvRviW15e5v3vfz/Xr1/n+PHjfPnLX74ts/bd736XX//1X6dSqaCU4nd+53d4//vfv+Ntdop7hviEEIyMjGxr19MpOon42sXn7V587fuzm7fSjcSntWZqaoobN2507NKwUyilKJfLvPrqq/T19XU1L7Rb4iuXy1y+fJlsNrs2OGAnx1VXGS4N/CEXgt+gJ5knTi3QAieOcVQELpicwqhmKVAj0Ei0EWgURrMqjBMIY5BaY4mUaq+NdPVauRBj0AgMEozANJ3+mt0qQFkUSJRLU3WnGPaXSD1FckCQCkEEGMdC5yyEYbUpxyCMAZMS2RYySZHxKrHd2jKxI7FLutms09odS6AaYGwLPXIa/8nfx/Q9dsfz9aMyfsuyLHp7e2+TWLRcyBcXF7l+/XrX2rnXE+6GnGE7zeHY2Bh/8Rd/wcTEBG95y1s4fvw4jzzyCL/8y7/c1ZjEp59+mp/8yZ/k4x//OE8//TRPP/00n/70p9d9J5vN8kd/9EecOXOG6elpHnvsMX76p3/6rkea9wzxAfT39+9JY8V2szaDIGB8fJxKpbKWYtwMLeLaKTm1os52kf1OpAndovVmbVkWFy5cuKM310Z0Sny+7zM2NkYcx5w/f55CocDzzz/f8Rt2TMJ35BjflRNMi3k8lsk48/xD9pd5Z/C3PBK/jEKTGoiNIE4dEiS+Y5AIpNEoNMKARYowTfIRgDR6bZZzkrWQyqDXSE6uUpVcI8AUicaiIVyWGSAxNtLYOEZyLL2OXU1R6a3jqsQ2+fLtjunGrGr8toDVaJ5XI5rTVsi44AnM0HHC859E972zo3N3t1OddztKklKSyWTI5XKcPXt2bZst7Vy1Wl3TzrVLLLodM7ZfKeEkSfZlEHZLR/jud7+bd73rXTz11FN85zvfYWJigkuXLnW9vmeffZavf/3rAPzqr/4qb3/7228jvtbvA3Dw4EGGh4dZWFj4MfG9HnEna6JOJpK0OkN3moJRSlEqlRgbGyOfz2862Hk7dBtxtsxggyBgeHh4LX3SLe5EfC0R//Ly8m2NK9tNrDEYXhKTfEuNMyFmaIgSEmt1mkmNAvP0iGZL44uZN/GKd5bHzEUOprPYOiVJFZ4OiZQFjl6L+pq4/Xc0xqCRNKSLZXST4IQibdIlCYrIeESmgMAjRRAjqJkMsQALi0CsgACVNQSWTWDZxEhMKYuwexGUEFo35QzaII1BOBptCVACJVNQBgQYaRCpwB5uplQVmmBwhPHsx5gNzsJVyOV+sCYbyOfzW74g3e0H+n5ZErVvYyvt3GYpv3aJRasOttm52q864t324tsOUkpOnDjBiRMnul52bm5uTds5OjrK/PzG6ejr8a1vfYsoijh16tSO9rUb/Jj4doB24tsoPu/GmminnnzVapW5uTkcx9mxa0KnEWf7NJkWEU1PT3fd3NPCVl6AWmsmJye5efPmlg7yLbJux7fEAn9pfZsVMYkRGmUcPDQOMYhbNbFFhpnkMC4hA2mMI6v8reyhXy5xjssMskSIjdQJibFIhNWkO9GkPUPLxLWZfGz9LTE2Cc0ILzE2KYrQeCzTT0O6uCgSEZNgrdb+bITOgLGwdYNEKco9WbL1kN6wGeWVlEsh3fCQkM3tiVZGebX5tJXpjAYt7FLzejIezB4e4eJD7+Rg2sfj6eMYbdZkA3Nzc7z66qu3yQZaHX93OyJ7LS2JNmKrlN+dzlU+n0dKuW/Et9+TW6Io6uil/J3vfCezs7O3/f1Tn/pUV9ubmZnhgx/8IF/4whf25ZzeU8S3l3WFOI65ceMGk5OTHTd2bFxHt8Tn+z5XrlwhDEMGBwfp7e3dsVVQi/i2uri11ty4cWOtg7KdiHY7q7N92XYPvuHh4W1Tta3thiR8Xt3gknwFIWbJIHARSAIQQZvLuMHHI8Ihg8+QWUYIQ6IgwaHBCAsM8wPzEBVdYEDM8STPMyiXKFBDCoPAkKzeJhINCLRpngeBQQtJgEMqFDEuiwyihSTGIsXCMQqMh8EjQFIXglQJBlKILI/QthkRFUwOSipHaFxkpUA9L1BphEoaWHGCAFIlsFaPTltgHIG2JJZKsTIJaR7qhRyXzjxE1R1CUOK69SUm9V8zkD7Bafmfc7BwS5S+UTbQMmRNkoQwDNFa35Va2H7Mntxt/XwriUXLvHZycpIgCNakNXdTSP5aEF+nzgxf/epXt/xsZGSEmZkZRkdHmZmZWTfMoB2VSoWf+7mf45Of/GRXhre7wT1FfHsBYwxLS0ssLi6Sz+d3XFPrxpqoXR/Xqhu2Oq92iq20eMYYZmdnGR8f58CBA5se326Irz1d2d640kmqdjKveSb7ChOqziEzS1HMoMT66FEDNXIIoIcKwyze+rDteZQYScUUsUgYEXMMqzkALvMAl1fXlDMNDjBPP4tkhI/ANC2EhMEY2aznCUGKIkYxwXG0zuHqgMhkiZWkJkISoVa18zbGSNzUJcanIQapuB5On0GHil6/Qq+pU8pkyem2/TaQSkFsK0xRY+nWQGqDIiXOK8KsxyvHTlDLF2mQxaaBzSKpPkyiKiyqr7FgP4+THuFg/CSn9FNbygZeeeUVPM9bVwtrtb+3IsPdPOD3w5Jor9OQ7eeq1R1Zq9UYHx+np6dnU4lFu5B8N8S1m/GIO8VOLYna0bIe+vjHP84XvvAF3v3ud9/2nSiKeM973sOHPvQh3vve9+5qe93gniK+3byJtYvPe3p6yOVynDlzZsfr6yTiS9OU69evr0kT2nVrSqkdpxth87FjLaPbQqHA448/vmVBfTcO8lJKwjDkpZdeIoqitcaVrZCi+ZKY4/+Uiyzdl6JViCVjrtHHgM4xyHWkSAjwcE1MPyv0iM2HMfvGpW6yZPEZFTOMyI01B0OQ9BAbC0fW0VIxb4aIcAmNYoQ5BlmmV5SwSRCmFQUaAnIEpkhZZkhlEYOkRxtiIcBIHOOisCgLxbKy8LWDMhHLapgh9zoDskToWczrYWQ1R0WPYOkIK2lgpyHKGFASWyekjiB1JMpOCRyXl0cvMNM3hCaDMOCIFTSSuhkglA1smo03odBI+RLj9itcTv8jPfoUZ6N/wrC5ZbElhEApRV9f37oGg1YtrFqtsri4SKPR2PED/vUe8XUKYwy2bTM4OLitxKI1czObza5rpOm0vv9a1PgqlcqOTGjb8fGPf5z3ve99fP7zn+fo0aNrbgwvvPACf/AHf8DnPvc5vvzlL/N3f/d3LC0t8cwzzwDwzDPP8Mgjj+z2ELbFPUV8O8VG8bnneTz33HO7Wud25NGJNEEpRRBsLljudvu1Wo2xsTGEEDz44IN3TJ/uNOJLkoTp6WmWl5d56KGH1jUZbITB8L+YJZ5VM0REFFQVaZk16x1jYEV4pOYYjvYxqWA5lkzrg2uE5IiEfCYkkBpFQoYAg6BiigSmB0tLdCoIIoUfWhwqzGO5NWxiIuEQ4RDgUDd5joobeEJTo5eZ+ASuSOmxZvHx8MmQo8aUGCJLg3CVgLQxKG3REAkNKVcbXBTKOKTGpiQdxq0jnM+OsayzBGGWkWiBas6iaM/dOhcGEiGJHIVbACUM2jKUvQKXBu4jth2EtrFEDSVjjIGa6QdRxRUJxgjq9GATIkSINgpblliR3+PvrCtk0wEOx2/hgfRtKKxNa3Cb1cJaD/jWUOV2m6L2B/zGh/aPYsS3GbZKQW4lsWillVtSi04lFq9FqrNUKu26s3JgYICvfe1rt/398ccf53Of+xwAH/jAB/jABz6wq+3sBPcU8XX7llmtVrly5QrAHSOTbrFZxNde7xocHOTNb37zlm+Fu2mOaS3v+/6ao/zZs2c7HtvWLfG1D+MeGBjgwIED25Lef9AV/lcxTcUqk7MaZNo+E1rixRJLlnHsoCkcB1BgOa0XCUPsZ7HdCE+skBWbN2tUwhwmlBwpTuAU10fPdZMhMi4nxASWnCE1isVgkLnaCHm7hpdPmKIXmxiXiBAXtEUO0LGDFhE15VGRmgJ1EhSW8TDGpiQUtozwMIzxMI9538VKDD2ygu86NIICkXsabQQWy9gmwNIpQhmquQxz3hDjmWOEMoOvh0lNRFZEWCSUTD+9YhlPLKKNJNQDSFGmIEoANEwvKTEFuYIyFoYigTL8UP0VV/TfM5CeIW+dYlSM3vF33eoB32oMWVhYYHx8/LbGEKXUGyLi64aQ2udottCpxOK1SHW+kceVwT1GfJ2ifb7lZuLzvcBGLWArzdipNGE3g7KTJKFUKjE/P8+5c+d44IEHunoQdZrqNMawsLDA1atX1zSGrehgM3wn9fmf1Q1m3XksmdBWeYK6i0oTCvkllLs56SapJKp7jLqL5DIzW+5TqdxPXtY4WRyHNkVGaBzqpoCKczg6IE0sXuE+XCegFuQ5lJ3ixOA1ABp49JEgjSTSvTRSCdpnReao6Cx5KyU0NonRONoilS4VYZEKgTSA9liUHgaHizzGWesq2hKopIASYJsARYKFj0ATCslNdZwf2BfAJCjApUxWzlPSo/giIWIQabLMY1OgQkb4ZMQCiVFEegAlVsiuEmBoCgQIiiwj5DK+ybAoDxGqb5M+8BKTybe5Tz/Fef3wHX/ndrTbFLWf8/bGkFKpRKPR4NKlS+se8HvZRPNaSCa6xXb2RK3RbC2JxcWLFzuSWOwV3sgDquHHxLcOYRjy6quvronP7zTHczdt2S3yaB9ptt5hoLPlu0F75OV5HseOHVs3xqhTdBLxVSoVLl++jOd564h8s2V9bfhwkPBVozmWTRiSzUhWpxAuZejzquSKmxMZQBQ45CPDSHYaVdy87hnFFpVKDznVwBM+9STH95cfQCmBa6cYW0MgOZS/hnCbKbsiECYOtXqBcz1jBInHZPUoruWSsatYcgVLhvjGZy4e5YDdAAGhcHGJ0ORoANeVRy8VMIZMopnWg2gVorWkKhy+qt/LD8wMPyP/LwrWDLYVEwqJxsGIARLtckMeomqKRAgcERMYxaI+T1bM0idnWKQfxxgs2fQsCkyeOTOMjaaHOhmxQIxHXQ+QFzO4oooLxCZLYDJkKAE2EQmREijrKhe5zot6iAPJg7w1egeZdbF359jYGFKpVJiamuLEiRNrD/jZ2dl10U7rAd+NoLwdWuu7Xhe7WylI27bXpZW/9a1v8eijj24rseh2APWdUCqVOHz48K7X83rFPUV8W10Q3YrPoXN3hK2Qpimzs7OsrKxw9uzZrqPKboivPYXairxu3ry5q87MrZZtl1ycO3futgL5xmWfCVM+ESeUBYDFlcZp5uaHGFSL9NplCm6AsSUVv4iSafOfSJEygZKHHabkVJ0wdpksHSKTtViRVlNILptTU9wkZqQ4TXag0ezKRNCs4EVoDbJcoM+ZwCvcqpmmWjJbPYDREikNN4KTeF4V6aZ4pgz4XA+PIWXKgLNEKixKaT/Dzjyy4eK7IYmdoSEMKVli3UeSSirCwlYJdiqo2hJCDykj7Or9LImDTPT8FQWxREPkqOpRLBkQo9BakhNlWlVOW6R4zOJTYIl+enWMFisEJosnGlgiYICAihlkWeSQJkNKgboQCHL06wBHVAmEjTYOgTlOHQsH8GRAbBTa5LDlPNPO3/DH1mUOpCf5qfCnd0yALbRqfJ7n4XneptFOqxZWr9fXoshummj2oy62l15826HVcLSdxKJUKnHz5s01F4v2uuFOOnCr1eqPU51vVLS7Chw9erRj8TncqtF1S3wtacLi4iKe5/H444/v6A2tU+JrTXfZKBnYTWfmZlKIJEnWjqsldN/suFrEdyM1fLCS8KKt12QGxhgyjRDvgI/vZPA3fcAarGnNYHaRTH8rVXwrrdbq5zTGYEqSI7mbZJzW99bvT3Umz6CzRF//DMv+AFP1Q4TGRVgaHVuc6Rtb//1anupCD+JghawVMqgWmQoPMxUVOGZPslAfoCwLVLRDFhdtPISJUcZiWSuEMORNSJT2Ma4tDqsGFUeR1Tb/Rekss3qc69lBlq0ePFHHTx1ychlHpjRML76wiE2OSthHrzNDRoQEZMibiFQaAtNPYhwCLHpF08WhKBaJTYYKPTiiQutRlgqYMSM4BizhE4uIHBGpsSnrYrMGKCqkRhCZHlw5z5wI+ENrhtPxMd4Z/SQeOxujtV2KcGO0A81rqxXttHdJbtdEs18i+bsdVW43TGAziUXLxaJVN2x59XXbgbsXcobXM+4p4mvdCO1dkzsRn0P3AvT2CS/Hjx/n8OHDXL16ddep0q1Qr9cZGxtDa72pK8RWE1Q6QbsUoj19euTIkTu+PAgh+UxmhP9QjYjb5lpbfkJProxzJNxyWZYMfVGZ3oOlbfdPVxRH7Dm8vvLtn6WS8nKBcDmD5wQsWcOUdBGVbWriPO2TrVj0942jtWB+aYRqWEDlE6x6yukTVwmSPOP+aYp2nYJXYWb5ACteDsersxgMYbsRYZpDGgd/tbHGIiVrYDntpWo8csJiKbXJqoR3xPdzbOQgRzjAD63nSFVIhMJIQd0UIXaIhaBg+9iiTs3pJeQglrYYFJMsiH7yNLBFgC0CUqN4hbP0mgZDTGMLnz7jM6fPkBVzyNV96hVlUiSLZoBeyggBSsT0iBVik6GOR0Gs4K7WBSNCXLPIZcfnsj3FfdFJfip+Cofuxu51S0qWZd1mt7NVE00mk6FQKFCv13c83KFTpGl612dodhtVtrtYDAwMrP19YwfunSQWP25ueQOh3UZnaGho267JO6FT4tsoTWiRbBiGuxagb7b9KIq4evUqlUqFs2fPrntz3rj8TuUQLeJbWFjgypUrDA4OdiTk//u64Z9WJPNHbt2QItHk0xr5Q7WtF6wbcos+Q0fmEds8A+yGotcvUxyYw2iorBSp1Qr4SYZQ2c3BzQ04NniD3NDybcvHDQtZNlSNYMk/Q6a/gT2UUKRCdSZP1q5yc/4UuaEl+tQS0+XDaFsgnZSVoJ+BnnlM4OHYDWaWB8lkIpSbglakSQ8TwsEgcHFZNJICKRkzxLvTI83zikTTg08JMKTCRokQy2mgdR8lfZiCmKJPlJhmlIKoMWUOYsc2VeVSkM1ZpEqkHDDzzHCABidBF0CUOCavsmJGMSbFE83xaArNiFigRo7QOBRWp2DbwsfGJzRFEiAnKhREpTkX1ETUhOZF97u87IzzQHwf/yR6smMC3IvGk62aaFrecwsLC0xOTjIxMbHmYN76/l410exHqnOvNHydSiz+5m/+hq997WskScI3v/lN+vr6OHbsWNfnqxNLohYqlQrnz5/nPe95D5/5zGd2dZyd4p4iPmg2sDz22GO7flO7E/HdSZqwWznCxhuuXezeSZ1yN6nOWq1GvV5nZmam4+HYv3VR8u9HQuhrRhvNtGZAz0gZ6WxeLzSpwZ1MGBmdwzq2+bkyqSBacilWJaFsMCX7mdSD0GsQfcDqvWa0wZlIOH7i2vrlE8ni8gB1P8dgboGe0TIg8GimR2vVHOVSPyd6b+AWGqRpQGXlMFXPkOn1WSwPkgrB4dws1eoojldhsdaPsDS200DERaZMD4FQeMag8ZjGY1hV0DLHvwxOrtsfWw+xokKkCBDYNCiQ0RlcUaJGD8scQpuIXuOTSrBFDHZMYhxeNvdz2ozjyWCV/Oa4zgn6VhteXjVnqYosPaZCbPIUxC0Bf546eVFnnkGyxsdZnYjjigou4JsBwCcjGuRFjTw1XjIP44qQS863uWRf5kL0MP9Z/DiK7cngbqUh273nlpeXOXz4MPl8njAM11J/G5toduLK0ILWel/qiHdrG5tJLB555BF+/ud/no9+9KNcu3aN3/qt32JiYoLf+I3f4CMf+UjH6+7EkqiFT3ziE7ztbW/b9fF0g3uK+IQQnDhxYk+G8G5HfC1pQi6X25IYdkM87TDGMDU1xcTERFc+fFuNLNsO7Q4Nnufx8MOdtbr/8+cVf3RTISYV2cd8yAQMF8vogWiLJQzqpmEwu4js19RLOaLQIdY2lrRJsalomyBnYS8mHDkwSeVUDKs1J8H631dXBYONEv0nFjGpoDTZR6VcJMpZ2Cdi0oLkgDtPsacCCMLAZWFpGJW1MH0B9lyC8nxuXDmGGorx+n3iepFSuY98T42g1M+lpfs56M3iaocwzmCrlNnSKaoqi91TxdYuVSxiY9FQPZSlwy9F/ZxjfQo6pw8TsoxlUjQpEoMvIDEHCYXEEyUksEwvlpbk5AIAlogYNFUm5BESk+Uw1+kRZY6aa9zUx+mRKzgiZIAQBJTIMG/O45qInFxspjqBYRYJTYYpRjkkpmnVRTNiCWOgoYdwRA1L+GgsUpGwbPooioBL3t9z0fke/zj4xzyVrif0db/uPg6pFkKsNdG0T1fZTDIghFgXGd6pDrZfDTT7qeGTUnLu3DnCMORTn/rUWrTZ7bOiE0sigIsXLzI3N8fP/MzP8MILL+x6/zvFPUV80CS/u0V83UgTdnvjG2OI45jnn3+e/v7+rtO2m40s2wpJknDt2jUWFhY4ffo0Q0NDHU+u+dD/Z/HlWdVMkaUC+YpHo8dmcq0hpdlniWna6WScGDPkYw9ELGb7mudpk4DSaEPf9yuMPjKN2Oa54M0JeuMypZUsS6XTyKMp8nir7pZgYsFgY5lsT52ZmYMkykMOBshDKYaUuKawk4h5f5jcmRp+OcP8xCG8o2W8KGZu4QDZoRorwQBBj0s4VyDTXyeouwit6cmVkGGRiq2IkUSqACLDkcjhn6W3D+19W3I/l5yrKBFgYVMlT5EFYlmnmh7GkjUskZARVer0M23Oc4JXsURETpSo6RO4ssyS6eemOcmguMlhrjNrTpATt9K7WXyywmeGEXwzwjwHCISDRNOfBPTZK8yYEfLU19KfQkBWLJAaSUkfQa9ew7ZI8I0NukBWLPP1zF/xt+l5/hv/cQ5x+9CH/Rontt09tlkTTZqm244aa0WIrftsP45jJw10ewFjzDrC7fY4O7Ek0lrz27/92/zxH//xphNe7ibuOeLbK7S7sPu+z9WrV/F9f0fShG5RLpcZGxsjSRLe/OY3k8l0317eScRpjOHmzZvcuHGjo8aVjXj/NyyenVetlYElqA4pYHOmkmGMPF3F9GhSrE1c8JoQ5ZRDy3P0PHZ780oaSUwpT1jN4i8mDJ6fZ2EkC4ebRNcOnRgGJgUVr4fAZGDUoGjWPRuLWUrLvVgiZvS+HxKHFtNjh8ifqOEVKgSLwwQ9EVYhZmWpH2/QR5aK2H0BYWAjIk1PsUoj7qdac1GOhetCIov0EPGvzRCbZQQHyJExPTREA1c0iEmpmBGKzGPJBjMcpTddoqDK5MQyy6aP6xymoCVD4irD8hoz5iSuKJNjBZ8cU+IQfaZEwwyQFUvrtjcq5limF21c8jTrfoEDAX0k2mFBHMDXLlpIMjRHvyFilNDYWhPqPly1QtMu3qdhCmjjklPf59O5Kg/Hp/lwdN+69Od+RXzdRkpKqS2baGq1GgsLC1y7do0kSchkMtTrdSqVCrZt37Uml9diXFmngcFuLYk++9nP8rM/+7McOXKkq/3bC9xzxLdXN5xt29RqNS5fvszy8vKaa8LdvKEbjQZXrlwhjmPOnTvHyy+/3JX5bDvuRHztjSs7aQL6ha9b/NXS6g2rTXNCyqGtv++FPpk3VdDO9jedey3kyOBNnHMRRoM/nUVGWXwrQ9VxqfZaiF5BYabG8bfcvG15HQsqr/ZSi/P04xM+NMmaxZ2GlYl+GiqLPJrAoMG9HDN/dRRvNKRwtkJtOo+fZPCOBviLRWQ+wcsmpA2HxImQiYEQMspmzj9AHEscV+EnkkaSx7JS/lVSZMDa2gj4XHKYF+wSgpSAXoRcYNEcpJdZ6mSoyDxBOsigepWCCQhlQiTgmr6fXl2iT85SNcU154p+SiBgiQx1fYx+MYkSt1JX/ZSoiSwl+shzy+LdkhF9RPStSh8EIUrcumaUDFGELEfD9Ngrze2JBCkSGqYXKUpcsi/zL+xFftU/x1t1s+V+v8aJ7cU22ptoWhFMq4nme9/73porQ0s/1x4ZZjKZXT8PXkviu9O+79aS6LnnnuMb3/gGn/3sZ6nVakRRRD6f5+mnn97dAXSAe4749gJpmjI/P8/c3Bz33XffpqapnaKTt992W6J2V/LdiOi3qvFVq1UuX76M4zg8+uijO4om3/01i78urd6sMXgHIOjd6hgNg0mN+Mk621cRDLnv+hRzFRavDxLMe8QHbdLh9Q83AeQu1zn24K0mlqRuUb7eS11kiU/YcJ/AWUjoKzRHpyUNm8WbAyRDEnnCIEkxWhBMFOmXhszpOdJIsvjyAbz76jg6Yvn7A+QeqGJKeRI3JNEKxwlJGw6B20PJF4ShS38uYTbM0J/V+Cg+FmV5i3Pr3LdePoQQa//eGZ/lOWccC5+qEKAHychFSuYACRkcUSJWPjfS+xmQ12iYEZTwcWSVBorr0TmGhU/WXlh3bnop05AePzQXMMbQKxY4zBQCyNPAMzHj9ZMM5+fYiFExR93kqZosOeGv+6zfmSfQLn4ySN5eXD0eHw8IcamzxL/NvsRfpgP8S//+H/kh1a0mGtu2OXnyJJZlrennWuL7ubk5fN/Hsqzb7Jy62a/Xgvjq9XrHE6S2QieWRH/yJ3+y9v/PPPMML7zwwr6QHvyY+LqC1prp6WkmJibo7+9neHiYQ4e2CWPugFadcKtoql1gf/z48XW2RO3L74T4Ntb4Wo0rvu9z7oCipF4AACAASURBVNy5O4pXW4ayG2/ij/yJ4q8d2UzjRWAdMgTFLUgvSslSIX7Leu2eXpCkCxa6ZKF9hU4Udo8PT0K9fbjmJshe9Tl+/hpx2aF8s5eGlyE+aSEeWL8P/TcWaRRzVFaKiEc1nAWJwaQQTxYJiw7RCZi40cPR8T7SgiD7YJ3GdBYtLXIP1Kh+r5f8A2XilRxaG2q1Q5RHQM5DQ2cY9FKu1vs5mq/g4/I+P8+v9N16iGmtMcas+y+AlypySR+h5aNND1VZQph+PLFMVQ+TMwGeDLBViRUzSg2Xfm6R0bCzSKwtrgTnOWKP46lb5zdLQC8LVCjSIM8PzMO4iWLATNHnzHMqN8blyv0cLN4+TzUnamSMz5QepVeWaB8I4MkQZMhcNEy/KmGrZuOSKyoMGcEKhh8q+M38c7xloJ9fLA3etv69xH5YH7WTUrt+rpsmmlZX5Vbktt3z4W6hVCrtiyXRa4l7jvh2cjNsJk2I45ixsbE7L7wNtnJBb9cbjo6Obimw3+30lTRN1zWunDp1iuHh4Y7OUWsCSzvxTS7Cn/4/Cg4JuB84Dkluk3XFIFZSPKeKsQTBX+bRkcIqKHwsUG1kqqD4/7P35tGRnfWd9+e5S+2L9rUXtdSSerGxuxu7WcI24AxMmCGTzBveJIe8Jglv3gQcw4SBCUwyMVnGBwiHhCRDQjIhTM4cZt68SQ5M4IRhWG2wje22sd3dklpSa2ntUu3LXZ/3j9KtLpVKUqm0NKT7e46Oj1ulqntv3ft8n9/2/QYyiFcYVCuvbDqnEZuQk2Nq9jhunwotnlP6Tbh5gXxKwejyYQ2qiPU4U9oCZzZKvsmH1Vd6rb2skkm1IB04fmSK9OUW/EM5hHRJvxAn1J9l7cVWzHgTRX8QpSuNu6SS04IELcF0wU+b7WCafl5XiPJI98bj965d5XfrkeBd9hEe01ZJCh9NbpSMyCJkFB2DRbppd1cJKWlUUSQsbWadU7SLCfxKiXB0xSaqrzHOMFZGYzh0maBaql/GRYpktgkRctEUA0eHJZoZy/bRIm16g9eYT/fSGZ2n+lZQhMNRMUvC7UKKIrrYeP91+pYwXB9LRicd/lLkKISkhVVm3WMUFZPHO5Z4rjnLQ2aIc259jiCN4LDkxLbDTk008/PzZLPZLZtovKH8w8R+CFTXY0lUiQcffJAHH3xwT5+5G9x2xLdbJBIJRkdHN40mSCn3NIcHtTtDV1dXGRsbIx6Pc9999+Hz+bb4670RnxACwzB44oknGmpcqaXX+XN/rCOFgAUgCurC+syeUxKcBlGKBG2Qp1UKrU0lT6FQ6aeWjkzczMHrczV+A+6Sgv2SDzvlQ2lRiZ9fJN9SW63D+H6AwnKYYneYNmcB5ZQLCFxDIK7GyPTpZcJzc4L8WBjrmIo4Llha6yR/pQPpGqhPWDhCIR8LYz6r4bvbIrDgEOpOwfUAuSY/4YSG5YJ/MUrGKvDP20J8erC+dnDvO3grJ/iaHMciQkLIku4mYSJkURQ/K7KZZidIVF1EEzY2KlPyJL5Cnr7gdQBiaoZZs5doNMe4fRIz4+d06CWCapHjkSmuJk8Ra0rfvNaRFA4wL3vIqnHWks2ciI4T1Dar6TQrCxhujCRBQlWpT79i0uFfZMlsJ6ZmCagFXKniKODgI237cLUEj6rPcm/iKO8xugmHw4dCVD8I2KqJxhsmr2yicRyHeDyOEGJfRai3wz91Zwa4DYmv3pvG8+ITQtQcTajs6mwUlcTljUJomsbLXvYyQqHtU3rVf78brKysMDY2huu6XLx4saFUSnWN8PtT8N1JUQqv2in55NkV17rsIAt0ADfFW7aEtlJE/utMOWKTWYH9gg97yYet+3BbNAgKCEKvfxm3ZeO1sGc0CmMRCvEwTrOONzIXjOdwCwrKaIxkr4q8Z/0THMi/FMLs0KFfgAvBcZ21Zo1iu4DxMHRKCEnCcza+eyzUaQe9Kc/qt9rxnXIpPO/HjrqouSByFd7YrfNfBne/QQqhE3J7yGmSOCYpt5W4ukhaRnCkjiosEoqP1dwQfeFRhEyjaj6coMql/DlO+a8QVIsM66Ncs08S0groUWudAH2cDb3EqaarvJC8m9amjZ2eQkii4QSEYTI3QMqMgqPQrBSI6Wu06XP4hI1fSdMmc2SNIyj+Vaoj8g7fMqarM2d0066vlX/tapC12/GpGS41z/BLafi/n08TcdjVHN2txn6MRXmoHCavbKK5fPkyoVCIVCq1QYR6v5toKpFMJu8Q3+2GekcTFEXZ842vaRr5fJ7p6em6a2uV2C3xeY0ruq5zzz338NxzzzVcP6iuET74n3UQAn9MYjRv8xAKYGjn91fXTEL/PIXzoo4948N2/TitOqgCqpyU/AUD92JJ8szNCIrPhckTwer1Q9/GYxE5ScjWWCu0IO65+e/FJwKYcT/u+ut9KwqFrI+1TqUUil4VcEpCUdKSMSmcclCvu5BSWF3pJtJdJH01QjBk42ZCiKTk9e0O/+3exrMCP20P87wyTRKHmJIga3YS8S1iuq0EWEIIFzVc4KXMXZyKvMSYM0RANYiF0kza/cQKBkeC47TZBfLrT7quWehRizF7kEDWR3/kCpPpk7TEVmseQ2t4FZkTWCEVU5WsEGdZNlGwgkhHEKTAEXcVZa0FYhl0rXS+RduP4cZYI0KOENPGUYRP4lPXLac0m4IMIWQYGZvl914xzG8Vm+lOW+U5umpHd2+hvxVzbbcCHpm1t7dv0B01DGPfm2gq8U9dpxPuEF8ZlmUxMTHB2toaAwMDtLe3H2hKwbIsUqkUS0tLnDp1qqHPq1f2zDAMxsbGyOfz+zZnWJnq/NqLcHlRIITE2M6k3gBes/Wv1YLEmRKwJuEkpJ9tB78CO/RBBPVFis8paLKJ5aYI9G5+4PVFiW9akgsrLIQiBFtK6VPrik4+HUSeKf2NMCE8rbPcrkGbgGVKxHdKomdc/LpJodfFeVHDtAIITUFzTFLzEcKKi1LwEVqVvK3b5g8vNE56ruvSNjVPc5fDSiyE6yoU9BV8Zpy0rpGkh045jyIcYtEUV3NniakSZ72Rxa8ZGBqM5+6lXb1GPtlHqOnm3KOuWTgRi2lngKLjJ5mL0xTePBcJ0BZeYSXXjhUsWTQJIQnpeTxpzjmacf0KVqqXvBbFDVmo2sYNmR8L09Gxi0G0QCk1KoSkoEqKVjsx9ToP+xXe3hrn/fGbPnCVYtSeD53rulsOlR8W9jPa2w61ujq3aqLx6oaVTTTVm4Z6Iuh/6s4McBsSXzW5VHdO7mU0oR64rsvMzAyzs7OEQiGOHDlSc8alHuwU8TmOw+TkJEtLS7tqXKkHlcT3wT9TAYEUUEOoowQTuEA55SmyLnLagjUXigKEiuNfX7w0gXNs69omUJoNHDNhySb95g7c5toDxKFxibMiMFoFVnPpw/NLUXzzRfIjIZzzSqkZB9CuCrIiQH79/wOTLsVuBQIQXnOw/RbFazrOd/zIAQVVlzhrLrYbJFZwccMCXxoe7LN45N7G5ehWVla4du0aXV1d/FbgOL8kFkkpBi1umLRqEMirJMKCVbeHFnsRVTeJhVOkClFUO05QqyCwcIYF6whGQcEXUdGqCElRLaLNFjkjxDOJQbp88/SEb2xqI2oLL5PItVNcJ79qKKqLvyWLyJsYRhOOtvn8faqFq9hYyxH09pui5FI3SLohesUy/1WB72iSv7aDhFBqilFX1sNWVlY2DJV7r23Ua7JeHIZOJ9Q/zqDrOs3NzRuEoB3HKW8aajXRVDsyeEin0/T09Oz7ufwg4bYjPg+VGpeNWhN571MPmUgpWVxcZGJigs7OTi5evMj8/Pye9Do1Tav599X6nds1rjSqoqGqKpZlMT4+ztRjA3BKg2rpTilLpGZKIp0SJhyyyw6gIf0anrbmBkkyV8KFLY7HkjBiwoqEoA5+P2jgNleRZAFi45KcIcjHlY31xDSY4wHW8u1o/6KIAJQsFJ/xU7igAAJywGVB8b7SNYuMWYiUgpGPotsgBxWiKxJbgpZSMVKSdFTQI10+ctbip+tsZKlGoVBgZGQEVVW59957y41UA3aE66pLAoW4ViAjS2n2nKJiFnvpdOfR/EXiwQzPF+6hx2ml2T9RJi9Vtwh3W4zPnSQeTtEV36y2EfbnCRQLLIfbuVHoJWaW0qQR302Cag4vk8l3kA3AVlk0X8hEMdfIJ9pwmzc3xShCorRnSS/EiLSnUdYfOVVxKPgcWotJxoTCRZ/krww/58XmSK6WuHKlM0MikaBYLPLUU08RCAQ2pAD9fv++bP4OYwgf9jbHV8u8tpYjg23bBAIBDMNgYmKCpaUl7r///oaPuV5nhunpaX7xF3+RmZkZhBB86Utfoq+vr+HP3Q3EDiH74cTzhwhPhuvatWu0trbS39/fcJrkqaee4vz58zvWHDzR6mg0ysDAQFneaG5uDsMwOHHiREOfX+vvV1dXGR0dpbm5mYGBgW3P7cknn+TChQu7rplIKXn22WfJZrMcO3aMc68bptgnSs0jLqVOTUm5mUEPm1j37RDBrSMacci8ouJBL7hw1YQkEPGBXrXYmEX4idL1VOZtIjcMsuEQbvXr0sAIpfrg+qHojoOUBnZYhQ4BMQlJAbOCkAZORsFYVODU+oksSXz9EvNFAXGBVnRQCwInLDnZJvnr15qcru0CtS08Zw3PxLfaSuoFafCgtkxIyRBxTSwFlo0uwuFFhABREBwRi6iBPNOZM2SjEMhotOmThAP5m5fSCHBdOYGbVjkZmCIa3lzXm0mexmwqjURICWrOR8BO0h8bR1NKm6xisp1ERKBsc9u4jmBtpROtc2t/xXwihOa38IU2NolJS2fKGMAMSH41H+B9NchvOziOw3PPPcf58+cpFovlFGAmk8EwjA3NIY3aFBWLRUZHR+sWam8U3/ve97jvvvsO9DOklBSLRa5evcrnPvc5Hn/8cWzbpr+/n3PnzvFjP/ZjvOY129QoqvCBD3yAlpaWsjNDIpGoKVD9+te/ng9/+MM88MADZLNZFEWpq6lvF9jyS73tIj4pJalUqm47ne3gdXZuRRzZbJbR0VGEENx1112bjDE1TSOXq92qXw8qU52efJqqqtxzzz276grdDfElk0lGRkZwHIfBwUF6enqwvaCzcv2quOWsYJ0RkJSYpyVKzsW9bEJOlMhOC5TthTbBJ/GNGOhph1w8RLqpapGsJLxKScAFsNIq9ISgCCwBE8BgSVM0v0YpPXsKcCCYlUgBxSsKSPBZEmVV4E+4vHJwjV/rvExq1OXF9egiFottcgXffLqS5eVlxsfH6enp4b777qsZRdwt/Jywwsz4LbK+IprpIxHyQaaTSGwRGZRMFTs5WlgmKFbI0kYxanPDOE5oNcuR1hkAgv4iyhIoHRaTbg+R1aO0+iaIR2+ONHSHxxhbG8TXYiIEuBGTPCGeL9yLvCHoDs/R0z1HfKGTVLssR2zVUFRJW+cCCze6CfTW9n0MNeexijq51TDh1ornQLNYXozT7Df5w9Yco2nBf1brv0crnRmCwSDBYJD29vby7yubQ6ptiiqbQ7Yjw8Pw4jsseNfp3LlznDt3jne+85088sgjtLS0cOnSpQNxZrh8+TK2bfPAAw8A7FkpZre47YhPURSGhoYO1JrIMAyuXbtGNptlaGhoSwPG3bq4V0NVVUzT5KWXXiKbzTI8PLyrxpXdWBMVCoWyMPbZs2dZWloqLwyOpJy1rImenVM1/kwRK5nE0P0QawI9ANudSsYhvGIigibZU3HM6kucthCjeeiKIY9WLGBZYIoSCXrP2jIlkeXTAhCwSGnkogewJE2rkqQhQBOQlIRaQUxBKCn5/Z+1+MmLEeD+ciNGOp1mYWGhPDISqUGGuVyO0dFRdF3n/PnzO4ocv8+N8LBtYFngSAtFFSQiPoprHbS1LKEEJLNmO53uGoumiuJzkH6XnD/EyPJZ+ptH0DWb45FJpuw+hCbJtTrknOPIKYWB9jHCoTyabtPtLrPiNCHUm8+IGnTgJCzTwY2VI/gzBkesFGZPfkvyA+jqnWdpthPfkdoCBHrAQvXZpOfjxLpLtUlp+bEVlWUrSPMNlS91p3l4NcofhOqLynZKQ26nsOLVDfP5PKqqbqiFVc4aHlaN71YglUrR1NREd3d3ebRiN6jHmWF0dJSmpiZ+4id+gsnJSd70pjfx6KOPHto1ve2Ibz9RTVy2bXP9+nWWlpbo7+/nzJkzB2YG6zgOCwsLLC4ucvbs2R0/qxbqsSaybZuJiQlWVlYYGhoqLxYrKys3SXObu8gXsDBbaqSqViwCGQet4JBNaRgEIOCHc9soeTgSrhuEbUnOCZBTgmAE4VoOTq5H02kLRvLQGUEeqehMcyXKGLgtAo57/waMU47ygBIpngEyEPq+xPJBMqrAqiSIRA9J0pcEL29z+NvfMWmtUHaqbMTwpOxqkWGhUEBKSVdXF52dnXU97K/WdI4aYWbDRYq5KIW1OL7uJIUmP7lkO+GmZYRPsqg0I1MatFZ8r+02E/lhWnJLtMeXca8pKCfXf6+COO5yzRhEm3I42T1KU9sKyclmnBO1N4e+NhPZJph2mxAzvaw6ISJamraWJSKRzRmMjiOLrMy1oXbZCGXzPaooklh3ivRijEhrhnTyZrYiofoITTXzhaNJ1MU4n2jaeaPWSP2tlsKKbdtlubGZmRlyuVxZbsx7dg9SS/OwOkerkU6nt9yse9irM4Nt23z729/m0qVLHDt2jLe//e189rOf3ZXZ7V5wWxLffnvyua7L7OwsMzMzu1JBaSTik1IyNzfH9evXaWtro62tja6uroaOfzvirWyQqXVOXlenlBBpschQu4YnIgagw6oFSw5kQEHHdXSKVBGis8U1W7QQizZC03CVQMk/oPKlLwhov0l4HK1qxZ7MgKLi9t5cUJU1iSrA8qI8k1LkpwHflOgK2EdAlaB9X6KHJTlFEFyG33i9xb//P+v73jwy9ObPkskkJ06coKmpqZxq8yLDcDhcbkaolSb9YzXMTxQL5FIhssJP60IMutOsxQLoyXZ8TcsIDUwjTHExQnNnRQ0vZLPmtpBdauJox3VmrGMo+s1nQPG7uMcFV/JnCMwbDBwdZXxuGL1n6xqdUIDjOfxTIZaOdLBEB25SoKYkQbtAdyxBOLZEwG/Q1rNCcrEZp0Wg6rWfvVhnmnwyRDoX2ZBByAdVzOstfLE3iViM8fvt22/W9qvxRNO0mp2S2WyWxcVFcrkczz77LHAws4aH1UBTDcMwdpRJ26szw5EjRzh37hz9/SXD4h//8R/niSeeuEN8PwxQVbUsMdbe3s7Fixd3dcPvNuKrbFy57777sG2bkZGRRg5928/3Pmc7g1uvq1MIaO8yyDg+sB0wLDAcMFwwwMg7qHkHx9HxBr+23LM7Fdcub8JkiqAapUAA6dNrd1plDFi24P91YEgFf8Xue7UISyYcrQjLXIk2ncbui+JqSun/Vyz0JRuj6MeVKj5JKXX6ggBHEo1IXKAv6/Jf32twz+D217UaXv01EAhw4cKFsgxdLBarGRkuLi7WJMOOaJT/Y7WDjy/7aYrAaiRI57zE7smwGAvQtNJGtG0FLZRmOT+AciNArGUe4dVYFTA7FJaT/diTAt+QuelY1ZCDdVzjxfTLaHOLFPIqamj7ezR8dJnifDeFbg0lJpExyBNknCDQg5ISkHUIuXkC8wWCTXkCjkoxEyCVDWA4fgzpw9D92GEfRalDAahYe+2IYPFGE19syaHOh/lo99aqSQdJGJ7cmGma6LrOiRMnas4aOo6ziQx320T3g+zFtx3qcWa47777SCQSLC8v097ezte+9jVe/vKX7/mz68VtSXz70c6cTCa5ceMGPp+v4UaZeiO+rRpXpJR7GoeorvHlcjlGRkYQQuzYIFM5x/fGMzDxZw44NUxmnSxOc50Pr6PBZKI02xdsArWdwlavXclByoFQFEJ+sIHLwNU8HDVLJNwRhvZQaURCEbBaJGbY5IoaPJ6HvApZB7sniO1pomYlphSQAL9RSm+6fnhrm8Ofvt9iN+uQlyZOJpM7qvJsNa9WTYavdl3+Rr/AC3aUIC6LkRDtsy7ukRzJlgDmcistrauQgUU1wurMcY5E5vH13GwwMZsscPysvtBO86mVDZGfBy1mk4xpWNc7WE0E6RmYIRCr3aQiFGhqWcJKdmE3bSYcNyohqpAlQpYIWlJjKRlDBpTadVwNhAGyivyICBZSEf5GLeKb1Xik20IIsYnkDsvvzyOlRmcNPe3Nej7jsLGXNbIeZwZVVfn4xz/OG9/4RqSUXLhwgXe96137dfg74rYbZwDK4q+NIJ/PMzo6iuM4NDc3I4RoeBxBSsl3v/tdXvWqV9X8vWEYjI+Pk8lkajbJ2LbNM888w8WLFxv6/GvXrhGNRmlubmZ8fJxUKsXw8PCO+X2ApaUl0uk0J0+eJJORHDmqYRib91EiUES+eptNgeNAIgVpF4pR/GcyGINbSLVISSCRpZhSIFhDjNpxYSUNegj0igXFdQkpafL+KOVODNcFJw9HSh0uwpDIhdJIhlKQhDISJyG4cJ/NH/57i+FjO16SisOULCwscP36dY4ePUpvb+++CQe4rstEMs/rr7WQ9CvIJhfCkjYniTxuApLIaoHlTC/5wLplju3SkV0lfmZtw3vNPn0G0+/S5l8gNpTc4lxg7uopcgEFbdWiLbZEx8B8zYaW4kqA5XAb+Hc+V2vURzoUvVlbrQHVKH2lVGfdTAivuPyy3+XXe43145TlTs5UKsXq6iqDg7sMzXeBubk5XNflyJEjO794HZWzht6PZVlbzhpms1mmp6c5c+bMgZ1HNSzL4oEHHuCZZ545tM88QNwZZ9grTNMsk8Pg4CCtra0sLS2RStWWeaoHWy2GjuMwNTXF/Pw8AwMDnD59uuZr99IcA6Wd6uLiIteuXaOvr49Tp07VvUB7jTElJQiX172uyFe+srklWRYDkE6WOjU9WCaspSGjgBEDbjYUGC/5QZmHgYpuMsuCuUUgRtEf27wQSgnLKVADENoYQvjsPNKvkfdV/LthQByIhgmsOBSnFIIxidMk8S07uEmVe4+5/O5/snj5hd3t/Tw91HA4zMtf/vJ9l9JSFIWTLRH+Xa/Nb8/6sdMKju6yojXRNZfA6rHItgYJ3CiSD5Q2B1JTWGxqJ//9AN2nFsBXitR9ZpJ8rI0FjpF8ro32tjmCR/IbPk8IaA0vkKMHu0NngV4WRnqIFLJ0n5gl3HKzmSXQViQ+lSZ1NMZOFlL6kEnkhRzZ9vCWr3X8oJtgVUd+Psh1KnxiVCMmVd57wirbOdm2zdLSErqur6fibxr87mcU2IgBtGdgGwqF6OwsCc56M3TerKE3m+vz+crnUCgUGpo1bATpdHrPXnw/DLgtiW83N5A3XLywsEB/f/8GctjrOEI1Kn34enp6eOUrX7ntw7oX1/fl5WWmp6eJxWINqdYIITBNs7y4fPzjknPnXJxaDSqrBfDpJbLL6WC2sq0A54sdEFyGeAgWE+BrB3/tnXWosIZjBzCCVTkzxyaim2SjVenafA4RVoglVbIvSoq2AvEC+TSEllVOduT54G+u8Ir7fesLwPZjBh48rdd0Os3w8PCBLx4P97r8/YLL9w0FdUXB7HJZsJppnV+FbofcjRD+BRXjjFN+yjNtUYqTfk603oA2k7YLCySvtkJQUAyFmMkPELmUoqdvHppv1tACx5L4vtWG2bceRUcE2UiUscxpQtM27eFlYifmUTWX2PE05piPwsDOHnL+u4u4zwjyvSG2Ij/LB3qxBvmp4OYVfndU481tLmeb1PKMaXt7O0ePloY2Kw1+KzeJXnTYKBk6jrPjCEo92G7WcG5urix+0cisYSO4HXQ64TYlvnpQLftVi4T2k/jW1tYYHR2ty4dvL8hkMly9ehW/309fXx9CiF2RnreQBAIBTNPkqaeewucrkcTddx/huedagRzIDKXJcAuuu5AKgF7HTJCUUFyBrzrQmYCjwVINrxpri2Br5IOb/Y3iapKsL0xWXSc910XN55CZPKoZw5oKkgKwbVANgnmNVw4JfueDDkODLul0qftyenoa0zQJBoPlBpNYLLbhu/E2K1NTUxw/fvzAtV4r8ZdnDF7zdICcAr55l2KvQtJoIbqyRiTusJoP4H9JYPTbZQ1VK+pjLH+cE+MLaAMZfIsGZp+XihZkw02MLUZpGVml6e4l1HCJNLpOzTKTPoH0VZybgHyLxhTdqKOdhOfzdJy8QdvgCguXurDu2TnaDV4o4D6lUjy2dTrcCoCaBzUHZkWGW00IjKLgp5728z96nqdYyHH33XfXrE1v5XbfKBkedB3R7/cTDocRQpRlvHY7a9gIvBm+f+q4LYlvu4VJSlkWCd6uqxH2h/gcx+HZZ59FCMHdd9+9Sd1lv1Dp0OA1WszPz1MobNk+sgleM42UEr/fz7333lt+73Q6zX/8zRv83M/Nk8lUpjz1koTZagKaihDYgvzsDBRSkG8Gue47NFn68bVkcbpTON1RcEwouhDqpHoawidzuFaRlKVAOgFpARk/WA6yI4CrduI6DmqhQMCV+FolF05Jfu/DDmdPe+9S2n1Xp6LS6TSJRIKpqSlM0yQUCuHz+UgkEjQ1NR1IWnMn9Kgm/1qu8t9y3RSjOk3LLsl2hWK6Gdco3ZeGqqJNCuxWG3rXjYE1hQmth+6RNK1HVphnYzQtFZXVlg6S4y20GovEz68S6CgSuJqn0Ff7/nQiCunBCGmGUb7uEHcTiAkb0b/zJiB8fxb3KYF5bOsIygmBmgU1DU4MSIBTLC3w1xcVHhEn+e//TN3y2d7K7R4o39MeIdZDhofReGLb9obP2O2sYSO+hqlU6k6q83ZDOp1mZGSkvKjvNMuyF+IzTZNr165RLBY5ffr0BhWJ/URlqnZgYIDOzs7y4lBv2yAwUgAAIABJREFUjdBbELyFwquZePD7/bS3t/OjP9rOzIzLW986y2OP+dmQvpIKJIooTWO4wfWmA2lBcR7yOljdbGXtYK5GYDUPLxZAbQbFASW3/l+XQEiCblFMR6BYEQFKF5pWUNpbCdgmSqZIblknHDF59esMPvIfQ5w5vf3uuDIV5ZGhaZqMjIyQSCSIxWLk83mefvppQqHQhsjwoIjQ05udnZ3lP5wa4PoEPF2QJFWF8IpDrk0lbCqYpoSgwFYUWNMg7cDpm12889EYsayBPudi9Wy+Dk5AYynQS/LZVtpC83RfnGHi6jBs57cIuAMqCdpgFtRnHPSgQdNxE6PLQmmvPcwSOZ8h87yC1bv1NTMjINbWyW++4nil4OvLEf6/CZN/M1C/vJZHZpWkthMZSinLz81BR/b11BG3mzVsxNfwdvDigzvEB5TkuMbGxjBNc1f1mUaIr7Jxpb+/n3w+vyedOiFEzbSL11k4MTGxZb1wJ8mynQivFnRd4R//8Rif+tQKH/qQgetWLmQCN6mA8SyICBSOAdu0S0oIBJewLQ3bXh+CddZ/1hGKrJFfC4HY2ImqB/OE2ws4xQjZCZdQs8kb3mDxy7+scvGin03hYh3w0t8zMzP09fVx1113la+HlJJ8Pk86nWZlZYWJiQls294whxeLxfY82JxKpRgZGaG5uZn7778fVVX5+3aTe7/tx0kJshGFQNLFXFQhDUqvxI2K0syBI+BZB+5xylMn6Ygf8TREe1wyZxSoMcFixgPMcYLQsxnChSy55u1MFytwBJxJHUfzs3ADuAGK4aC5JlrYROsy0QYsRFgiNIieSZMai+N0bKNv2gJyDrQFSeWTl7cVfv1ZH6/rKdK+c3lxS2xHht6zkEqlSCaT9Pb2YllWmQy9e2G/UqCN1hG9WcPKWt1Os4bhcLisY7yXGl+9zgwf+MAH+Id/+Adc1+WBBx7gD/7gDw6tRAC3KfF5F7jSfHZwcHDXUdduXNirG1e8hpKlpaU963VWC+Z6Rf5oNLptvXArybJGCK8aDz3UxpveVOQtb1lkddUhHC7iOEXyeQkFhdKE8jIQBrpAVKjPSBeYBSIUC7W9CkPhFFII8sUWEA6KSOA6GZB5dN2HMHuJmDpv/VcFHnrIpq/v5gB9I0ilUhtqsNUE5pl+hsPhsk6hlLI8h7e0tLRhsdlOoaUWLMvi2rVr5PN5zpw5s2GzpAj46n0Gr/xOgJwU2JZCIAmWInBnwdclMZvXFWp8GlxS4LRVuvSAbHXJFDXUpyWiBey7an/X+dYouA58XeA/4WL01XHhLrrwtIBY6T1dv4pJENMNwhwwK1ENm3DIRDSbhEIFcqthXEWBNQEpQUyDdFogVgUSBVcFkQKi6/OZ65gzFH7yH/1868e3VptpBN6zJaXk+vXrpNPp8pyr95xU1w298YpaRFov9jOdutOs4fj4OL/2a79GMpmkra0NwzA4f/4858+f35Vf6KOPPsob3/jGsjPDo48+ukmg+jvf+Q6PP/443//+9wH4kR/5Eb75zW/y+te/fl/OtR7clsTnui6Tk5OHZj7rNa7EYrFNRLTXkQTv73Vd3yQkvVMkWeuzK+t4jRBeJU6fDjA5eYwvfGGRv/zLNE8+acImabMcMI6mTmLbCqWQQ6XUwpdZ/71KSaNMwe/Xsd1V8gUJ0gBpAwIXgara3P2yED/2Y0089JBNNKqx11vcS0kXCgVOnz69q+jcq7VEIpGysWf1zrtSyLqSDL0Fr7J5ZruRk44g/OO9RX70fwRYXhMYAnxxiekXmAuCiC3Jtq//XUCBER/0WtAp4awDL2o4ioAk+B+TGMfFRjcLD4pKNC7JXNPwTbqYmoR7JGyVJPFR0g21SmbFm99P4AR10lKHtTCsAasuZJWbUen6S2UFBzhx0BclVufGt7uUUfgPj2v8zqv3r9sabj7Dvb29DA4ObhndVROh93x5/62sF+5Eho2MTOwGlb6G3d3dfPvb3+b3fu/36OnpoaOjg69//es88cQT/NZv/Vbd71mPM4MQgmKxiGmaSCmxLKtcRjgs3JbE53UyNmo+Wy88BX4p5ZaNK/vh0GAYBtPT02U/t8q26J3+trJ2sdcorxaEELztbV287W2liO769Tx/8ifTfOlLaaamBK6rEIkYCOGSzepIWbvZRlFcwmGdXC6Krtu0tVh0d0sGB3UuXIjyoz/ayvDw/jUGVdbR+vv79829vnLnXU2G6XSa+fl5RkdHy52z2WyWaDTKuXPndlQHOtkKf/UWg7d/1k9GFcgEaBGJHRFkVwUxyyXt1fJ8AhZ0IjmLbL+E70qIls7PQMAUKNMS9x4gsvG8MycELEpMlFLa+QlZUscZcKHWzPgw8E0JrXVev1YFEmwSAaqG1SnQVyRW2833dYXgj8Z1/mWfw8XevetvWJbF2NgYhmFsMAfeCpVRXvmYKohwKzKsNWtY3dxyGEin07zpTW/ijW98I29/+9t3/ff1ODO88pWv5A1veAPd3d1IKXnPe97D6dOnN73uIHFbEp+iKBw/fnzf1M+rXcwrh92HhoY2GYtWYi8Rn5QSwzB4/vnn6evrq1scu/qzHcfZd8LbCn19IT760VN89KPgOC5f//oyy8sW6bRNJmOTyVjMzSVIJApoWgTb1lAUlZMnm7n//ihveEOUeFzHcRwymQzpdHq943KO731PLdv/xGKxcjv4bpFMJsuaqF4d7SBR7epg2zbj4+Osra3R1dWFaZo8//zzAJsiw+rv+zV9kv/0L03e/7d+rCBYafC5EjMmSKcVwoYkd1SUnnxVkM3r8L8dAo6kWBWRuVIgnpVE213SQzcjMIKAJW5mjhVR+plSYMyFZgn3yo1zd+dduCogWOf30S9hXGwWK6iCFREoBYlb8b6WIvjlz/p59sO1JdbqhZee7uvro6urq+HnYquO0u3GK4QQ2LZ9qHUvKBHfTjW+vTozXLt2jStXrjA7OwvAAw88wLe+9S1e+9rX7v6AG8RtSXz7CS9i03Ud13WZmppibm6OEydO1KWE0mjE5wlJSyk5derUrvLwcJOsvfx+LBYjHo8f2PxgLaiqwpvedHNsYGlpiYmJCXp7j3DkyJFtSVxVVZqamjZ0oHlzTul0momJCXK5HLqub2guCQaDW34n3siHaZqcPXv2wEZLtkLlNTh69OimFLzXrZdOp5mdnS1361WSfSQS4f+6AJNLFn/wDR1/DIysIIikEBPkDEFoVFI4BjKyXvfr1Ch+XyKERMY3XhupCNKrAvE1iewVJcsmgLOUxk2q4VMgB+IxF02TiFMS02vYVV12DOM8KAJfu4OZVLdfpQLgLgnw36z36VnJyAuC//WiwgN37c5EFUob16tXrwJsEBXfT+xEhktLS+U5PcsqiQkclApNJeqZ49urM8Pf/d3f8YpXvKJcNnjLW97CE088cYf4fpjgyQp5nXzd3d27SqHulviqhaRnZ2d3vSv06niKovDyl7+cVCpVnlGzLGvfOxF3QiaTYXR0lGAwuKeFptack2maZDIZUqkUCwsLFAqF8sB9PB4vjx3cuHGDGzduMDAwQHt7+6HvtL3v1e/3b3kNanXreZFvJpNhZmaGTCaDoii8vS/K80cH+d/TUXwRSSEniEpJJi7IKwJtQmJ3AF5PUUEgrwIBCXezoWkEQAZFqf72ZeB+oBf4PltNoCCFguUAL0kilx1Eh0P2boXgs5J8uL77yWxSUa5L3LYdvosOYOqmz2IwCRaCf/dXPp77WP1RX6XG6sDAwK43k3uFoihl0lUUpZxt2Cky3E8y3Os4Qz3ODMeOHeMzn/kMv/7rv46Ukm9+85u8973v3cth7xq3pUg1lKKDet3Ht8P3vvc9LMuiqamJkydP7nrR9rT5dhK69rr6qtOn4+PjhMPhujz56qnjVXYiej9e84VHFLVSbI3AsizGx8fLTvWHNTjrDdx7owfZbJZAIEBHRwdNTU3EYrF9kaOqB96c5erqKkNDQ/syQ+WRYSqV5h2f6+JSuqRv6voUIppDts0Tr5YlQhuA8Ncscun13KUFgWFJsaU24QhHIt2SoDe7aaA0bMia4NfguA56HZsLKeE5ATuVrSWwCHRB6BmH/LwKSP7mQwZvednOz3mxWOTKlSv4/X4GBwcPXYxASsni4iKTk5OcPHly2zp9dc2wcg2vFOtuhAxf97rX8eSTTzZ8/qurq/zUT/0U09PTZWeGlpaWDc4MjuPwK7/yK3zrW99CCMGb3/xmPvGJTzT0eTtgyxvsDvE1iHw+z8jICOl0msHBwXKjwm7hCV1vpSTvui4zMzPMzs7S19dHT0/PBrK6fv06uq6Xfd1qYa+NK67rks1mSaVSpNNpstksQohyii0ej++qnlbZOLLX+kmjKBaLjI2N4TgOg4ODKIqygew9dZaDHEhfXl5mfHycnp6eHVO7jUJK+Dd/pPOVWQ0tIDF1hZC0yXevR12uBFvADFBpceeCPygxT4HcgqA0w8WeVEoNLbspg363AFoAXAuCLrSCfkLDaqkdCfpSEnNVbG4IrkaOkj3VYxJk6ZiPt+T50geul+/V6u/Quxdv3LixYz3+oGAYBlevXkVVVYaHhxu6z7aqGcLuyPA1r3kNly5dOvTn8YBwh/iq0ag1kde4kkwmGRoaYm1tjaampro7KauxurrK8vIyp06d2vDvnpD0tWvX6OjooK+vr2bKcWZmBiklx45tHgQ/qE5NKEUVlUSRy+VQVXVDCrFWPc0T3W1tbd3ynA4SrusyPT1dVrLZ6nvzLGTS6XSZ8PdrIN0bO1EUhcHBwYa8HHeLn/4TnX+Y0tB8YPgFQcel0K3cdLJ/mtIkSfWa6EhCxyDfXfu+CT9lUchquFGBdrfEDtRxf92wYL7G4i5dEE5pPq9DwHEVQqUDCo5ICuEt3tuQkBCluYcblAiw/J6ST//iPPcfW9z0HXop7qamJgYGBm6J6Wu9UV4j2I4MYXOaVErJa1/72jvExx3iK6OycaUy8pqcnCQQCJRbeHeLVCrFzMwMd911V/nfKoWkh4aGtl0Y5+bmKBaL9Pf3b/j3/ZzHqxeWZZWJMJVKUSgU8Pv9xGIxAoEAy8vLCCEYGhra1uT2oLC6usrY2BidnZ0cO3Zs1wvddmngWjN41fDuocXFxbK11WHiHZ/W+eKkhgO4UYHPkJi9pQ5P7asSOy1KtbsaTX0hn03+mICmqnP7ngkpLxST+MIO5jEBvTtc28cN2CmdLCVIB3wuege4KR3HFKXxzjylNGuNR1gpuLjBmwx+PO5y+U+L628pyWazTE5Okkgk8Pv9SCnLCiYHLTfnwYvyNE1jaGjo0FKr25FhsVjkNa95DePj44dyLIeALRe9O80tO8DblY2Pj9PV1bWpcaWy66oRVDa31BKSrufvKwn8IKO8naDrOq2trRsW9Hw+z7Vr17hx40Z5kfGG+SubSw4SXoQFcM899+yowboVthtIT6VSzM3NkclkgJtjB/F4nEgkQjKZZGxsjI6ODu6///4DdwivhpSS3/0X44T/2sf/nDtGwlExm0RpVs8W2FlRivbmgFXghCyZ8a0jb2ow5uCP5jGGgjebX9oElC0pBWZOgyvAZRt6gFMqqDXuv2ZZIq/tIAQIDWyw5iCQdXCSO29W3PzGUYqppOClUTg7BNlslitXrtDW1sZdd91VjnS2kpvbbzKsbKBpRC1qr9iqm/TSpUs8/PDDvPrVrz7U47lVuG0jPsdxduymTCQSjI6OEolEOHnyZM2Gh/n5eYrFYsMu7MVikRdffJGWlpay8WylkPRO8FKlw8PDt4zwamHjeEJvuYa1XQrRI8JYLLYvaadbFWFVjh0kEglWV1cBaGtro6WlpTxjeFjkl06nuXr1Ki0tLZw4cYIvfVPnoU/4WHYUfJZEKbpYYQWnspYnQT0qcSKb76GAamB2K7hdeinN+C02kGQlBA4yIuEuBSIV5+tIeMoBfXd778CcS9Hd4bo5shQJehZKKfjzdxW472VjJBKJuhR4KskwnU6X3dL3QoaGYXDlyhV8Pt8taaCpBcuy+NjHPsbXvvY1PvOZz3D27NlbfUj7iTupzmpsR3z5fJ7R0VEcx2F4eHjbh2R5eZlkMrllc8p28ESPr1y5wsmTJzl+/PiuF8NEIsHs7Gy5RnirCQ82jifU0+nqpRA9IsxkMriuu2GB2W0nqWct1dXVxbFjx25JhDUzM8Pc3BwDAwO0tLRsWRP1fvbbWNQbhM9kMpw6dWrDfTwxAw/8dICFJaUUHUlJuM0iF9IprxdSEmxyKXYpyOrjciXRqEGm3w/fskHstIi7qH4H54QCR9Y3NU9Xu8vWgWkTlDo6p1ccWO9eZQR+/oFx3v9uk2PHju3JwLkWGe7UBFUpOzc0NHToKe6tcPnyZR566CHe/OY386EPfegHgoj3GXeIrxqu625KUXrt9YlEou4bNJFIMD8/z5kzZ3Z8bSU8IelIJEIikeBHfuRHdvX3cLMB4/nnn99AFF567bAXe+/6ZTKZPbuQu667QZnFm0+rXGBqdZJ6mxZVVQ+tcaQanoOCF2FtFb1WDtx7ZLibgfutUBltHzt2bFMnsAfThDe93cezL6kQYJ3cLJQuBVevFMYsEOhXKAY3Zzw0aaKvOBT0+gnM5y+iHYV8kwaj6qaZwW1hSZiXsNO9XZQ3u0C/Dg8+WOSPP7b/y9lOZBgIBJibmyMYDDI0NHTozVy14DgOf/RHf8Tf/u3f8ulPf5oLFy7c6kM6KNwhvmpUEp/X6Xfjxo2aIwPbIZPJMDk5ycte9rK6Xl8pJO1Fk9/5znd41ateVfexV9bxKm1xKkcOKonCSyHud0RReTyHMZ7gmW5655jP59E0raxYkk6ny922t6ItvdJjcXh4uCHlF9M0N0SGlQ1C3o/f79/y+hYKBa5evVpOp9UzV/reD6v81d/7cBRKQtXShYgNLRV/60oCsRzFnvBmonoyi8/0YTdL3C4faPV994pSIJxNY/uDGLEQbr1pz/E6GmMA1hwwgUsqb/1Jm//+X8z63n+P8DIY09PTLC0tlUskh+XXuB0mJiZ497vfzcWLF/nIRz5ySzaGh4g7xFcNT+eysnGlr69v17Ulb6E5d+7ctq+zbZvJyUmWl5c3CUnXS3y7bVyxbXtDl2U+n8fn822ope31xk8kEoyNjdHc3MyJEycOfUdrGAYzMzPcuHGjvMh7ROGd50EPo0spmZubY3p6mhMnTuyqRlsPisXiBsI3DINAIFD+DuPxOJqmlcc0GiH+v/q84H2/WzIPNjxiU0yUHg1XVNbmakR/3yxAoRTxKbpNoNsg36JDoI6U5LVFSKwr8+sZ1HgRrR1kcwhzi42Dks3hJuvYVKRdGJewoPLqNzh85e/3165oK3jD8IFAgMHBQTRNazhNul9wXZe/+Iu/4LOf/Syf+tSnGsow/RDiDvFVwzAMnnzyScLhMIODgw0vjpZlcenSJe6///6av/fqeFNTUxw9erTmoPJOxLefnZqeaknlItrIw1csFssuArdqPMFzv9B1fcN3WCwWNxD+QQ6je6MnsViMgYGBQyF+KeWGc1xbWyObzRIMBunq6mq4W/a5F+At7/DjCsi7Ci4CpIOv08X0V7yXKwk35ch1rUd//8sCp+qzhAuRFBzxQ3ybe2N2Cea3kAYTJlo8ix20oEWDthj41j/n2ioEqkoRtgNZA910sZLB0tjDsgCpcO6cxWPfaLz7uh54G6CZmZm6Nh/1kGE0Gt2zVuiNGzd497vfzeDgIB/96EcPXYP2FuIO8VXDdV2SyeSebwIpJd/97ndrEpcnJN3S0kJ/f/+WC9F3vvMdXvnKV9Yks4Oex/PqhB4RptNpHMfZ1I7vRcKeg/zS0tItmUXzjmFycpK1tbW6ZL62OkdvkDkej287f1cLXuNIOp3m1KlTGww+DwueZY6XWgU2pEkdxykvot457kTMqbTkNf9KZ3pJQw1Iio4KUqKFLOxWfUP3ppBFAkeh8NgOWYNQCroEdNSo+a4lYbxOmTYpwZ+BSAGwoKCjFv04SQ3yOhg1Nq/SBaHwux/J8t6HD67mXSwWuXz5MqFQiJMnTza8AaokQ6/+2ygZuq7L5z//eT71qU/xsY99jAceeOCWN74dMu4QXy0Yxv6kPqojtkoh6eHh4R2joSeffJILFy5seFhq1fEO66atnE3zHkAozells1m6urpumdKF17Rx5EjJwaHRa1LpgZdKpTbM33kRU60GoUq1je0aRw4SlbNg29VU9zJw//E/lHz0T3W0oCBleRs2G38vGErFoj6RJlRQKPp1XG37rIkSyOG2WtAbu9mcYprwfAMRjZmBuTo2G9IlGHSZnzXQ69EG3SW8jM7s7OyB1ZYbIcOlpSUefvhhmpub+eQnP7kvGrA/hLhDfLXgOQDvFR7xbSUkvROeeeYZzp49SyAQuKUD6Fshm82WFePj8Ti5XK7cgVhdLzyoY81ms4yOjhIIBBoSA68H3vxdpSZpZSeprutMTU0RCoVu2RyWt6nyRkV2ewye7mpleg02WxspikKh4PLLD7t89UmNFH5cVBAukTaLbMAPExmYukk+obY8dsTGFNt386q6gdOUh6ORUurye0Vgl7VmuwizO/+NqtrcfXaB3//Y6Aa5uXqi351QKBS4cuVK+X44zI1gLTJ8+umn+cIXvkB3dzdPPPEEjzzyCO94xztu+fpxC3GH+Gphv4jv8ccf58iRI1sKSe+E5557jpMnTxIMBn+gCG+n8QSvA9EjimKxSCAQKJNhPB7fMznYts3ExATJZLJuNZv9hG3bJJNJrl+/TjabRdd1/H7/oRG+B9d1mZycZGVlheHh4X3dwVcO3Fd2BHtkuLwc5eH3a1ybkSSTFpoOoYiKuRyjWNw8xqDHElghB4Lbq5IIxSHSmyIza4OySwsg6ZaMb3dAIFDkf/69ycWLyobo15sVrVdubsNHV0R5w8PDNDc37+7YDwgrKyu8//3vL49jXblyhdXVVd7znvfwrne961Yf3q3AHeKrhb0Snyck7TmgN9rV6Cm3tLW1lVXUbyW8B3tmZmZX4wmVTRe1hJ13U0urTOcdPXqU3t7eW3JdPKHwytTqVoRf2WW5nxHp2toao6OjhzqM742OVKZJv/71AJ/7XDfz8zquW4q2IhGXbDYIbCZiLZzEDpsQ3prUBA5iJgtCoIULmKoLAT/446DscJ9ct7hpA18bXZ0pxkdrv6Y6pZ/NZjcJJ1TWt6EU5V2+fLms5nTY6f5akFLy1a9+ld/4jd/ggx/8ID/zMz9TflZc16VQKNxODS2VuEN8tbAXa6JKIel8Ps/58+d3vdh5ac21tTVmZ2fJ5XIbTFLj8fih+cJ52O/xhFqqLFLKTZZGlYt5JpNhZGSEcDjcUDpvP1AoFBgZGUHTtB27fr3RmMrmmcpOUo/wd3sepmlumPlsVGN0L6hUfxkcHMS2bX77twt8/vOQyQSA0nUJBi0KhQi1CFANZHAiOYh0gKgi7fwsLNZokBIuvmgeU7FQIz4cPQpq1XcwkwenVv3cBZklHJL8P79k85FH6r9uW6WCI5FI2efw9OnTt2ROtBYymQwf/vCHmZ+f5zOf+UzD9mj/RHGH+GqhEeKrJSR96dKluppYPGxXxzNNk1QqtWncoDK1dhAt85X+dAc9nuAtIN7iks1mUVWVSCRCoVDANE1Onz596GlN2KjvuZdmhepW9epu2e1Sa5VzgbfKER5uRru1Iu502uGd71zmG9+wKRZDeJGXphWx7Ti1CFDoeWQ0BdF28BpklicgW5+ziT+axxc3IaBgKhHEigWGQNdyKIpDOpVBujalZUvQ0aEwMXFiz9cum83y0ksvoWkafr+fXK7ke1SrLnpYkFLy2GOP8cEPfpB3v/vd/MIv/MKhKzX9EOAO8dXCbqyJvDb+WkLSL7zwAsePH99RoquRxpXKBdQjQy8d40WFexE8rhxPOHny5KGrxcNN5Zfr168Ti8XK4weVtbT9Th/WgmdbdFApxa26ZSujX8+9IhqNHtpcYDUMw2BkZASA4eHhbaPdRMLmwx9e4qtflczPh3Bd73jzQDO1CBC1SKgrRV6NwKwNbiPfawGYYisHXE2TfOMbRzl3rnGBhkq91VOnTm2oq9bavFXWRQ9SiLxQKPDII4/w0ksv8ed//ucNC+TfBrhDfLVQD/F5taaJiQl6enpqCklfuXKFzs7ObaOD/ZzHq9SxTKVS5YipMkW6U8OFV5+cmJigu7ubo0eP3pIdYzqdZmRkhFgstmnWsbpeaJrmpnrhfhCDN4wvpWRoaOhQU4reAppMJpmbm6NQKBAKhWhubj5wqblqVEaauzVGlVLy+7+/xF/+pcH0dBy37KCQB1qoNvnz+VIgRjANi5IDbgvQxmYn3K1whe1c1X7+5yN86lNddR9/NfL5PJcvXy4LE9RTy9uKDKuFyPfynD399NO8733v4x3veAcPPfTQD0SN8QcYd4ivFnYivkoh6e10D8fGxojH43R0bC7iH9Y8nmcC66VJt+uw9EYD/H7/lnZLBw1v9COfzzM0NFTXALgX/VbW0vYizu26LrOzs2UHhf12wK4XnpNET08PR48e3eBuXyk1V7mA7ncnaS6X4+rVq0QikT1Hml/+corf/M00166BEH5sW8Vx8pSILUiJtApsXpfc9X8LUYoW26kd0SWBRbYiyZ4ek9HR0w1dn+2ivEZQ3STkuXJUR4Y7Hatpmjz66KM89thjfOYzn+H06dN7Oq7bBHeIrxa2sibyhKQty2J4eHjHRXlychK/37+hsHyr5/FqdVh6NU0pJSdOnKC7u/uW2PU00jG6FbZzcdguYkomk4yOjtLa2tqQRut+oDKlODQ0tK1uqlf79c6zspPUO89GUsGu63L9+nWWl5c5derUvtZVpZT83d/N8dd/PcWzzyZJpcB1ofTIhYEI20d4Ep9PxTT9lFKm7ZSivMuUaoomdseTAAAgAElEQVQFwmFnfabU5K67/Lzznd38/M/3NXRP5XI5rly5Qjwep7+//8DuiWpXjnw+v61F1Ysvvsh73vMe3va2t/HBD37wB8Lh4YcEd4ivFqqJbzsh6e0wMzODlJJjx47dcsKrBY9spqen6erqwufzlUlCCLGhDf8g02qeXU9TUxP9/f0H9gBvJ84dCoVYWVkpd0reijZvr6Z548aNhuuq1XqdqVSqbJRauYBud429jEZHR0dDXpC7xfJykT/7s0m+8pU5Ll/OkM+7lIjPT4kEtzeH1fUimlbEstLYtokQLkeOhPjZn+3j3/7b04TDjcuEeQLf+03+9cLL2Hg/X/7yl/niF79Ia2srk5OTfPKTn+Stb33rLV9Lfshwh/hqwbMmqkdIejvMz89TKBQ4ceIEjuPguu4PxDwe3IxsthpPqLT6qeXgsB8jFZ5dT6FQ2NHY96BQLBaZnJxkcXFxk01Mo+MGjcCraXrkv59RxVap4GrdVSkl165dI5fLcfr06VsiMC6l5ItfvMpf/MVVFhZUcjlBKuWSzysYhh8pw5RSng6KkiAWy9Pc7DI8HOX8+RYuXowzMKCSy2Vr1tLqSR9CKcq7fPkyzc3N9Pf3/8B0Ro6NjfGrv/qrHD9+nJMnT/Lcc88xPj7O+973Ph588MFbfXg/LLhDfLXgui4LCwtlYhgYGGho8VtaWmJhYWGDlNatJj1vPMG2bYaGhnYV2VTOpHnuBpVNJbFYrO4hdM+nr7+/n46OjltyXTyy8VJYnk3MVuLc3jnu1vV9O2znhn6QqJ5LW1tbwzAM4vF42cnhoLoPt4Jn2+P3+2tKv5WIOc3ly2na2/1cvNiGqv7/7Z15WJTl/v/fA8iuIojIIsg2gCCigEt1ri8uuJS2HKm0Y6llmUketUWL8njMFNMWDdMKTNMr0bKyc+pox3DpKEsqpiADCKjs2wzLIMMwM/fvD3/34zMwAzMwC8j9ui6vS2aeh7mfmeH53Pfn/nze767Hp20vTVv6kBDCta2Ya5WnCaVSieTkZBw8eBBJSUmdxO+VSiUraNEdFvg0IZVKkZOTo1cPHh+a1pTL5SgpKTH6zVMXlEolbt++jerqaoO1J2haSXTXhE5Xmt25kBsTKrkmlUp1Cjb8dgNaLSsQCLjWEX1WEnxqampQVFRkVgUamUyG/Px8WFhYICAgQM2eqrsgYSj4KV5TmAV3TB/SbIatrS0aGhrg7OwMoVDYZwJJaWkpXnnlFYSGhiIxMdFgK/ETJ07g73//O5RKJZYtW4b169erPb9mzRqcPn0awN1q1pqaGjQ0NAAALC0tMXbsWACAt7c3fvrpJ4OMyUSwwKcJQgjkcv1dmbvax6MzbH6vlr6tBj29FtqeYAppK76gM715WllZwcHBgQsYplzZ8OHLnfn4+MDd3b3H77emCstBgwap7Ytqc0Tnq78IhUKj9yFqQtf9RG1BoqOhb0/fR1o4ok97gKEhhKCoqAhVVVVwdnZGW1sbZDJZJ4d7U7uSq1QqHDp0CHv27MFHH32EadOmGez+QAUp/vvf/8LLywvR0dE4fPgwxowZo/H4Tz/9FNnZ2di3bx+Au4o1UqnUIGMxAyzwaULfwEffK3338bpqNeipaSifvtCeQBVPysvLMXToUCgUCshkMtjZ2andPI29jyaVSpGfn8/5ohnj9TRpdfKv09HREZWVlT12QzcU1FWjp8GGrgrptVLnd76KUHfBXKVScRkIc6YUpVIp8vLyuAwEf1LILxKiakn089T1OntKVVUVVq1aBTc3N3z00UcGf3/S09OxceNGnDx5EgCwdetWAMBbb72l8fgHHngA//znPxEbGwvg/g18A7ouVp9ZVcd+PH2KVwYNGgQXFxfOtJVW5DU2NqKurg7FxcVQKpV696O1t7ejuLgYTU1NEAqFZrupiMViFBYWYvjw4ZgyZQp3g9V2ncZIBSuVShQXF0MikRjdxcHa2hrDhw/nVk/866yoqEBtbS0sLS0xbNgwNUUPU61yqJNDfX09goODu1UU0oaNjQ1cXV256mb+dYrFYty8eRMKhUKr2W1zczPy8vLg4uKC6OhosxSO0AlZbW0tQkJCNLYm2drawtbWluvD5VfMSiQS3Lx5s5P/XW8ncYQQfP/999i+fTu2bNmCRx55xCgp8PLycowaNYr72cvLC5mZmRqPvXXrFkpKSjBt2jTuMZlMhqioKFhZWWH9+vV4/PHHDT5GczCgAx9wN/h1teo1RnuCQCCAnZ0d7OzsMHLkXXUJfj/a7du3OTUWuirkp9T4vXA+Pj4QCoVm2zei+p7h4eGdFE+0XSfdRysrK9O5704bNMVbVFTEpXJM/V4IBAJYWVlBIpFALpdj0qRJsLe3566zoqICUqmU2xflG90aeqwSiQT5+fkYOXIkoqKiDBpsNH2efLPb6upqFBYWcr2iSqUSAQEBGDFihFmCnlQqxfXr1+Hi4qLXe8G/Tjc3NwDq0oH8SVzH9hFdJjf19fV47bXXYGlpidOnT3MTYmOg6d6m7TuXmpqKuLg4tWu4ffs2PDw8UFxcjGnTpmHs2LHw9/c32nhNxYAPfNowdT8eNXkdOnQoN0Nrb2/n0qMVFRWQyWSwsrJCa2srnJycMH78eJPvRwD30le0klWfAhq6+hk8eDC8vLwA3Ou7a2xsRE1NDe7cucPtu9D3RFOq6c6dO8jPz8egQYMQGRlptj006sg+evRoBAcHc98TR0dHODo6wtPTE4C6pNXNmze5ohJ+60hP93/b29tRWFgImUyGcePGmUx2TSAQcNfp4eGBhoYGLqVob2+P+vp63Lp1iysS4hdDGevviTbl19XVaV3l6YtAIICDgwMcHBzg7u7OvQ4N+lVVVVzQ12ZrRAjBiRMnsHHjRiQkJODpp582+iTNy8sLpaWl3M9lZWVaHRxSU1Oxe/dutcfosX5+foiJiUF2dvZ9EfgG9B4f0Nmhoaf7eMaG6knK5XIMHz6cS8V0FKw2xiqCDxVydnNzM2rTszadTnqNEokE9fX1EAqFZjMCvXPnDkQiEWxtbXvsyM7f/21qakJra6te3n6EENTU1KC4uNggSjg9RaFQdNkbyC8S6thuQAO/nZ1dr8dO06vDhw/H6NGjTb7S1GRrtHPnThBC0NzcDKVSiYMHD8Lb29sk46HtTL/99hs8PT0RHR2Nb775BqGhoWrH5efnY9asWSgpKeE+A4lEAnt7e9jY2KCurg5TpkzB8ePHtRbG9EFYcYs2+IHPVLqa+sBvT9CkJ0lTpB2rK/mFM4ZYFVIZNwAmF3IG7qXUKioqUFFRAUtLS1hbW3dyqTDF58WX+TK0G7o2bz9NfZQymQwikQiDBg3qUkvW2NDJ0KhRo+Dh4aHzZ8CvJG1sbOQcOXpSYWmMVZ4hIITg119/xfbt27kG+dzcXNjY2CA1NdUkAfCXX37B6tWroVQq8fzzzyMhIQEbNmxAVFQUHn30UQDAxo0bIZPJkJiYyJ134cIFLF++HBYWFlCpVFi9ejVeeOEFo4/XgLDAp4329nZuddfXZMZ62p7A13Wk1XjU00+fBnTg3g2lpqYGgYGBRt2P6Aq64gXu6VrS1CG9Vn7Q767VoKdIJBIUFBSYTOYLUN9H41ceKpVKjBw5Eh4eHib3gwPu/u1QTdvg4GCDTLA6Bn1+haW2ymC6ynN1dTXZZ6ILd+7cwT/+8Q8UFBQgOTkZPj4+3HPNzc2ws7NjupvGhQU+bVy4cAF+fn5cA7a5Ax5g+PaErhrQu1ot0aIRU/QFaoO/n6hL4OW3GtCgb2dnpxYMe3KzkcvlKCwshFwuR3BwsFnc0IG7N0yRSIShQ4fC1dWV66XkW1MZswmdUl1djeLiYqMr8lCFHX7QVygUcHBwwODBg9HS0oKWlhaMGTPGLD2j2sjKysLatWuxdOlSrFy50mB/O901o+/fvx9vvPEGt68cHx+PZcuWAQAOHDiAzZs3AwDeeecdLF682CBj6sOwwKcJQghWrVqFjIwMAEBERASioqIQHR0NoVBolhm0qdoT+KslmiKlGp02Njaora3lUmjmKKAB7q2u6Ey+J+0A2qTJdG0dIYSgsrISt27dMqvsGm3XaGhoQHBwsMZUHr9IiDah81OHhtBdbWtrg0gkgqWlpVmb8qurq3Hjxg3u9QkhnTRJzTFRa2trw5YtW5CZmYkvv/wSQUFBBvvdujSj79+/HxcvXkRSUpLauWKxGFFRUbh48SIEAgEiIyNx6dIls+2PmwjWx6cJgUCATz/9lEslXbx4EZmZmdi8eTMKCwvh7u6OqKgoTJw4EVFRURg2bJhRbnp8A1BTtSdYWlrCyclJbX+qtbUVhYWFKC8vh42NDdra2lBQUMCtCk3ViyaXy7kU2tixY3sl3SQQCGBvbw97e3u1ajy6UiotLVVT16E3Tjs7O654xcHBAdHR0WZLS4nFYhQUFMDDwwNRUVFavxtWVlZwdnZWa5jnpw7Lysq4tDc/dajLdfEnAIGBgQaRwusJKpWK69eMiIjgVnn8diD6mfZUuLqnXL16Fa+++irmz5+PtLQ0g39fsrKyEBAQAD8/PwDAggULdC42OXnyJGJjY7nvRmxsLE6cOIGFCxcadIz9hQEd+Ci0JDsmJgYxMTEA7lmVZGRk4OzZs9ixYwdaWloQGhrKBcPQ0NBeK4NQTUsnJyez3Vz5+4keHh4ICwuDhYWF2t5SZWUl5x3HbzMwZDqNL2pNC3mMcaPi3xAp1COtsbERVVVVaGxsBCEEI0aMwPDhw9Uqf00FP73a0xYFGxsbjBgxQq05m/aj0VR2d6ICra2tyMvLg729vVknAE1NTcjLy4Obm1unCQC/HYjCdx4pLi7GnTt3YGVlpTbBMYR8YHt7Oz7++GOcOHECKSkpCA8P79Xv04auzejHjh3DuXPnIBQK8fHHH2PUqFEazy0vLzfKOPsDLPBpQSAQwMfHBz4+Pnj66acB3L0R/fnnn0hPT8fu3buRk5ODIUOGIDo6GtHR0Zg4caLO5eQymQw3btxAe3s7QkNDzeILB9zVUCwoKIC1tTXGjx+vlgrr2KMF3CtLb2xs5BzUaYq0q5677qBefcOGDcPEiRNNruU4aNAgODs7c2k0X19fuLq6orm5WU29g59OM9YKmK81auj0qrZ+NFqCX1ZWpibOTdOnISEhZpNe46/ywsLCdP5bsbKywrBhw9TSeXQPmPbe8StJ+ZqkupKfn4/4+HhMmzYN586dM2rqV5dm9Hnz5mHhwoWwsbHB3r17sXjxYqSlpenVyD4QYIFPD6ytrbkgB9z9ItbV1SEjIwMZGRlISUlBdXU1hEIhtyqMiIhQm6krFAqUlpZqbU8wFUqlEiUlJRCLxRAKhTqX5FMpLv7NhKbTGhoacPv2bc4Qlb+C0BYg2tvbuQBqzgIFmtZVqVSIiIjg9jXt7e3V1Dv4aizNzc0AoHbT7G06rbW1FSKRCDY2NoiKijKJRyB/BUxFBRobG3H9+nUMGjQIjo6OyM/PN6hota40NjZCJBJxSjS9fb2OcnOAes/o7du3IZfLu5UnUyqV2Lt3L1JTU7Fnzx5MnDixV+PSBV2a0fnFXy+++CLWrVvHnXvmzBm1c2l2ayAyoItbjIFSqUReXh7S09ORmZmJK1euwNLSEhEREbC3t8fPP/+M/fv3Izw83Cyb7/yGZy8vL3h5eRnFKYJv78N3euc3K1dVVeHWrVtmbbzmp1cDAgL0noh0dG+gRUL8a9WlOEilUqG0tBSVlZVmFbbm98N11Pnkt8loEuc2pAg5LeZpbGxESEiISTMi2gqiKioqkJubC6FQiP3792PChAnYsmWLySp8dWlGr6ys5FbyP/zwA7Zt24aMjAyIxWJERkbi8uXLAIAJEybg0qVLZvuemQhW1WkuCCG4fPkyXnnlFSgUCnh4eKCkpATe3t5cejQyMhKDBw82+o2ftknY2tqqmeaaApoya2pqQn19PRobGzFo0CC4ubnB2dnZqAr42uC3BhjSKocGCHrj7K6gpKmpCSKRyKzehcC91ZWuPYp80Woa+Kl+pS6r/e7GQdto+kJKTqVSoaioCJ988gm3r+bg4IBx48YhLi4Os2fPNsk4umtGf+utt/DTTz9xhU579uxBcHAwAGDfvn3YsmULACAhIQFLly41yZjNCAt85oIQgmXLluHFF1/E5MmTAdxTz6cp0osXL6KtrQ3h4eFcMAwODjbYDVChUHCzZ3O6OPDHERQUBGtra7UAoVAoOu2hGWNVrFQqUVRUhMbGRq2tAYaEX1BCr1WlUsHR0RFtbW2Qy+UIDQ3tsYtCb6HvB93L683qiq9fSVf7ANQKSrSlg/mrvDFjxhjMiNUQVFZWIj4+Ht7e3tixYwcGDx4MmUyGq1evAoBJUp0MvWGBr68jk8lw6dIlLhgWFBTAxcUFkZGRmDhxIqKjo/WucuQXSZjT/ZufXu1qHB0d0GlJOr/5vLd6jrW1tbhx44ZZ3w86joKCAi648xvQjWlY3BHaKuHp6WmUtDegLs7Nl9Xjr4CpQ7yHhwdGjRrVJ1Z5wN3v7tGjR/Hxxx8jMTERc+bMMdjYumtG/+ijj5CcnAwrKyu4urpi3759nPpLP3dGNxUs8PU3aNDKyMjg9gslEglCQkK4Apvw8HCtFWjNzc3Iz8+Hg4OD0QxZdaGlpQX5+fmwsbHpkZ4kvymb6jn2xMSX3lgtLCwgFArNYtYL3OtRVCqVCAoKUtv/60qwml6voT5HvptDSEiIyZVo6LVKJBJUVVVBLpdjyJAhGDZsGPe5mkt7lFJbW4u1a9fCzs4Ou3btMuh+mC7N6KdPn+Ysrvbs2YMzZ87gyJEjAPq9QaypYIHvfkChUCAnJwfp6enIyMjA1atXYWtry1WQTpw4ETY2NkhKSsLcuXN7ZULaW5RKJVckYUghZ/6+Eg0Q/D60jqod/KIRc2qN8hvA/f39ub667s7hVxwaag+Nrnp9fHzg7u5uttVVQ0MDRCIRPD094enp2Uljlprc8h3fTbH/SQjBzz//jPfeew//+Mc/MH/+fIO/R/o6o2dnZyM+Ph7nz58HwAKfjjDllvsBKysrREREICIiAitWrAAhBBKJBFlZWbhw4QI++OADVFRUIDo6mksfTZgwwWSuBRTaGO3u7m5w521t5rZUiYVv4mtra4vGxkbOiNRcjddUAcbOzk6vFgVNhqj8dDBtqaAVs3RlqE1UQC6XIz8/H4QQTJgwwWyrXqVSiRs3bkAqlao15lMn9I7tI3y/O6oxy98vNOT3q6GhAevWrYNUKsWpU6e4sRgafZzRASAlJQVz5szhfr5fndFNBQt8/RiBQABnZ2fExMRg69atmDFjBjZs2ICamhqkp6fjxx9/xIYNG0AIMYkOKbUuEggEar1wxobfhzZq1CgujdfU1IThw4ejtbUVf/zxh0HEqvWBCmxXV1cbbNXLN/KldCUqQN8X2oSv62rTWFCHeE9Pz26l+TQJKPClyW7dutVJnLun+8CEEJw+fRpvv/02Xn/9dSxatMio7Ub6NJQfOnQIFy9exNmzZ7nH7ldndFPBUp33CWVlZVzzMR9aUXjx4kVkZGQgMzPT4DqkKpUKt27dQnV1tdnTibSIpmMar2NvVmNjYycTX0OuHqgSjbkMUamogFgsRlVVFQghGDZsGJycnLiKWVOugPmrvDFjxhh0T5EvN9dRnFsXNRapVIp3330XN2/eRHJystpKzFjomuo8deoUXn31VZw9e1brhGXJkiWYO3cu4uLijDvo/gfb42Pcg69DmpmZiaysLEilUoSGhnLtFLrqkNKqQGM7sncHVTyxtrbWuYiGb+Lb1NQEqVSqVm1IKyv1QaFQoKioCM3NzSZvvOZDCEF5eTnKysoQGBgIZ2dnrdZUxkobUugqz8vLy2SVtHRvlE5yqBoL/Uytra3h7OyM9PR0vPbaa3jppZfw8ssvm+z7q0szenZ2NuLi4nDixAkEBgZyj98HzuimggU+RtfwdUgzMzORm5uLwYMHIzo6GlFRUZg0aZKauopYLEZ5eTlXnWgufzq62qypqYFQKOy1zUp7eztXSMI38dXFzaCvtEq0tLRAJBLB0dERAQEBWgtClEoltzdK2wwsLS3VKmZ701KhUCi41Ks5Kkf58Hspc3JykJCQAKlUCplMhhUrVuCRRx5BeHi4SStJu2tGnzFjBq5du8YpsdC2hfvAGd1UsMDH0A+qQ5qZmckFQ5rKtLS0RHZ2No4dO6Y2EzU1DQ0NyM/PN6obuqbm844mvlZWVpw7fFBQkNmKRvh7isHBwT0SKqCBn16vTCbrUfsIzQSMGjUKHh4efaYvD7i7klq1ahXi4uIwffp0XL58GVlZWRAIBEhJSTH38BiGgwU+Ru+5cOECVqxYgVGjRsHNzQ1//vknLCwsMGHCBC5F6uvra/R0Eb8HLTg42OQKH3wT36qqKkilUtjb22P48OFcgDB18GtubkZeXh5cXFwM+hl01T6iSWFHoVCgsLAQra2tGDNmjNlMjDXR3t6O7du3Iy0tDV988QXCwsLMPSSGcWGBj9E7CCF47bXXsHz5cs5VmhCC5uZm/PHHH9yqkK9DGh0djcjISAwZMsQgM35+L5yvry/c3NzMnk6kAgEqlUqjPid/pWSMHjS+ZY8p5Nfoa2pS2LG2tkZzczM8PT3NUtDTFdevX0d8fDxmz56NhIQEgwo6dKfA0tbWhueeew6XLl2Ci4sLjhw5gtGjRwO4W9SSkpICS0tL7Nq1C7NmzTLYuBgs8DFMBFX3p032htIhpYHG3t7erEo09Ppqa2u7TCfSFCk/ONAUqZOTk0EsjGiq19xizgqFAiKRCC0tLVwRTcfKyp76NPYWpVKJpKQkHDt2DJ9//jkiIyMN/vu7U2D57LPPcPXqVc7G6IcffsCRI0dw/fp1LFy4EFlZWaioqMCMGTNQUFBgNpHy+xAW+AyJWCzG008/jZs3b2L06NE4evRop6KK06dPY82aNdzPIpEIqampePzxx7FkyRKcPXuWu2nu378fERERJr0GU0J1SDMzM5GRkQGRSMQ1lXenQ0oVYOrr6xEUFGQ2gW2g93uK/BQp38JIXxNfWjkqlUoREhJiVjHn+vp6FBYWwtvbu5MKDF91pqmpCXK5HA4ODmqFQsa8yZeUlOCVV17BxIkT8d577xkl7apLW8KsWbOwceNGTJkyBQqFAiNHjkRtbS0SExPVjuUfxzAITLnFkCQmJmL69OlYv349EhMTkZiYiG3btqkdM3XqVFy5cgXA3UAZEBCAmTNncs9v3759wPTd2Nra4sEHH8SDDz4IoLMO6e7du7lUHQ2G4eHh+PXXX1FTU4MZM2YgKirKbKkzWp3Y0tKCsWPH9jjQWFpawsnJSa2Rnfbb8U1QqSSZJpd3Gmi8vLy6bQA3JgqFAgUFBWhra9MqVkCVWGj/WVdKLDQQOjo69vqaVCoV9u3bh6+++gq7du3CX/7yl179vq7QRYGFf4yVlRWGDh2K+vp6lJeXc44t9Nzy8nKjjZVxDxb4esDx48c5N+PFixcjJiamU+Dj891332HOnDl9ymbFnAgEAri7u+OJJ57AE088AUBdh3T37t1IS0vDiBEj8NBDD8HJyQkWFhbw9PQ0efCrqalBUVERfHx8EBQUZPBAY2NjgxEjRnQKDh0lyRwcHHDnzh0IBAI1mS9zUFdXh8LCQr0NhDUpsfBXwTdv3oRUKsWgQYPUUqT6OL2Xl5dj5cqVCAgIwO+//w5HR8ceX6cu6KLAou0YfdRbGIaFBb4eUF1dzfXWuLu7o6ampsvjU1NTsXbtWrXHEhISsGnTJkyfPh2JiYlmK4HvK1Ad0srKShQUFCA5ORn/93//h6ysLKSnp+Obb75BWVkZfH19ucIZY+qQ8t0cIiMjTbY/xQ8Onp6eAO56wRUVFWHo0KFQqVS4cuUKbGxs1OTXTDG+9vZ2FBQUoL293WBan5pWwXK5nEuRlpeXo62tTU1uTlNLhUqlQmpqKnbt2oUdO3YgNjbWJEHEy8sLpaWl3M9lZWVcUO94jJeXFxQKBRobG+Hs7KzTuQzjwPb4tDBjxgxUVVV1evz999/H4sWL0dDQwD02bNgwSCQSjb+nsrIS4eHhqKio4P5YKysrMXLkSMjlcrz00kvw9/fHhg0bjHMh/YzKykoMHjxY40xdpVKhsLCQK5zJzs6GSqVCREQE51tI+wx7CiEEZWVlnOLJ8OHDe3M5vaKtrQ0ikQiWlpYQCoVqwa2ja4NCoeiUIjXk6pg25+u7yjMEHeXmaEtFbW0trl+/jrCwMHz99dcYNmwYdu7c2WsRA33QRYFl9+7duHbtGlfc8v333+Po0aPIzc3FM888wxW3TJ8+HYWFhay4xXCw4hZDEhQUhDNnzsDd3R2VlZWIiYlBfn6+xmN37tyJ3NxcfPHFFxqfP3PmDHbs2IF///vfao/rUkADaDekLCkpwYIFCyAWizFhwgQcPHjQ7P5mhsbQOqRSqRQikQhDhgyBv7+/2W5A/LaNgIAAuLq66nQOVWFpampSc22gwbAn4s10ladQKBAcHNxnMhN0EvTZZ5/hf//7H+RyOfe5z549G7NnzzbZWLpTYJHJZHj22WeRnZ0NZ2dnpKamws/PD8DdifS+fftgZWWFTz75RM2BgdFrWOAzJG+88QZcXFy44haxWIwPPvhA47GTJ0/G1q1bMXXqVO6xyspKuLu7gxCCNWvWwNbWlqvworz55ptwdnbmXkMikWjcR9Tmy/XUU0/hr3/9KxYsWICXX34Z48aNw4oVK3p55X0fQghKS0s5J3tddEgVCgVu3bqF+vp6s3oYAnc1R/Py8mBnZ4fAwMBeCUlrM/HV1diWrvLM3TOpCYlEgjfeeANyuRx79uyBq6srmpqacOnSJchkMhZAGAALfIalvr4eTz31FG7fvg1vb298++23cHZ2xsWLF7F3714kJycDAP4w39kAAA3FSURBVG7evIkHH3wQpaWlammnadOmoba2lrML2rt3b6fUnq6rSk2BjxACV1dXVFVVwcrKqlPJ9UBDkw7pkCFDEBkZiaFDh+LIkSPYt28fxo4da7bKURqwKyoqEBQUZJR0HSFErYqUGttSE19qbKtUKpGfnw+lUomQkJA+lSkghODUqVN49913sW7dOjzzzDNGCci6ZFyuXLmCFStWoKmpCZaWlkhISMDTTz8NAAOuZamPwgJff8PJyUmnfURaFMI3pKyrq8PkyZNx48YNAEBpaSnmzJmDnJwck42/L0MIQVFREeLj41FUVAQ/Pz9UVFRAKBRynoXjx483WeWkVCpFXl4enJyc4OfnZ9IUa0cVFolEgra2Njg7O8Pd3Z1zM+gLq73m5mYkJCSgoqICX375JVf8Ywx0ybhQ78nAwEBUVFQgMjKS+xyZVVCfgPXx9UW6KqDRFU2GlJpSdX3hxtVXEAgE2L59O5577jksXLgQAoEASqUSIpEI6enpOHLkCNavX290HVKqAlNXV2e2FCs1trWxsYFEIsGQIUMQEBCA1tZWrt+Opkj1Fao2JL///jvefPNNrFy5EsuWLTP6ylyXliWhUMj938PDAyNGjEBtba1BDIcZxoWt+Poo+hTQUOgsc/78+SzV2Us66pBmZWWhpKQEXl5enNpMb3RIm5qaIBKJ4OrqalYfQ+Ber6Kfnx/c3Nw6Pa9NqJrv5efo6GiUa2htbcWmTZtw9epVpKSkcEUhxkbXjAslKysLixcvRm5uLiwsLLBkyRKkp6fDxsaGtSyZD5bq7G/oUkDTlSHlk08+ifnz53PFLeHh4XjllVfUzmf7GPrRUYeUFlJQHdLo6GgEBwd3WZCiVCpRXFyMhoYGjBkzxmxGtcDdvU86mQoKCtJrL0+lUql5+UmlUoN6+QHApUuXsHr1aixatAirVq0yeArYkC1LMTExOHDgAKfEwlqW+gQs8PU3dCmg6cqQsri4mGtnGD9+PA4dOtRpxsn2MXqPTCbD5cuXuSrSrnRIz58/zynQjBo1yqzp5+rqahQXF8Pf359Tjekt7e3talWkMpmMazzvzsSXj1wux7Zt23Du3DkkJycjJCTEIOPTB10zLk1NTYiJicFbb72FJ598UuPv0tayxDA6LPAxOtOTdOq4cePw3XffITAwkAU+DfB1SGlvYV1dHXfD37JlC6ZMmWK2tJdcLodIJIJAINB7lacv/MZzvokvrSKlKVL+BCA3Nxfx8fGYN28e1q1bZzYXDl0yLnK5HHPmzMG8efOwevVqted0aVliGB0W+BidYfsYxueXX37BW2+9hbi4OLi4uCAzMxPXrl2Dra0tpzYTHR0NLy8vo+/zGWOVpy8qlaqTQ8WBAwc47co///wTX331FcaPH2+W8VF0ybgcOnQIS5cuVVNpoel+XVqWGEaHBb6BCtvHMC/79u3DI488olY0QghBQ0MDp0OamZlpVB1SuVyOvLw8WFpaIigoyGyrKG1kZGTg/fffh0qlgrW1NaqqqhAQEICEhARMmDDB3MNj9F9Y4GN0xpj7GMyVWj+oBBdNkV6+fBlKpRIRERHcfqG+OqSEEFRXV6OkpERn6TNTolKp8OWXX+Lrr79GUlKSmm3VjRs34OTk1OfGzOhXsMDH6Iyx9jGYK3Xv6a0OKRW4trKyglAo7HOrvNLSUqxcuRIhISHYtm2b0Sy7mObtgIYFPkZnjLWPwVypjYMuOqQhISE4cOAAhgwZgunTp/e5FZNKpcKhQ4ewZ88efPjhh5g+fbpRq1uZ5u2Ahim3MDrj4uKC3377rdPjUVFRnN7ookWLsGjRIo3np6WlaXycuVIbB4FAAG9vb3h7e+Opp54CcE+HNCMjAx9++CHOnj0Lb29vPPTQQ7C1tcWkSZNMbiOkjaqqKqxatQojRozAuXPnuP5PY6KvaTQfQgjS0tLwzTffcOdv3LiRBb77APPJRTDuW5grtemwtrZGdHQ0AgICUFRUhIMHD+LkyZOYOXMmcnNzsXz5ckyZMgXPPvssdu7ciQsXLqC1tdWkYySE4NixY3jsscfw0ksvISUlxSRBD9DdNFomkyEqKgqTJ0/Gjz/+COBuRsTJyYlrRWGTsPsHtuJjGBzmSm16xowZo6aiM3fuXMydOxcAzKJDSqmvr8drr70GCwsLnD592ijGvkzzlqE3hJCu/jEYetPe3k58fX1JcXExaWtrI+Hh4SQnJ0ftmKSkJLJ8+XJCCCGHDx8mTz75JCGEkJycHBIeHk5kMhkpLi4mvr6+RKFQaH2t//znP0QoFBJ/f3+ydevWTs9/+OGHJCQkhIwdO5ZMmzaN3Lx5k3vOwsKCjBs3jowbN47MmzfPEJfeL1CpVKSxsZH89ttvZPPmzWTevHkkNDSUzJ49m2zYsIH861//IhUVFUQqlZKWlpYe/ZNKpeTYsWNk7Nix5PDhw0SlUpnlWoVCIamoqCCEEFJRUUGEQmG35yxevJh8++23RKVSERcXF9Le3k4IIeTChQtk5syZRh0vw6BojW0s8DGMws8//0wCAwOJn58f2bx5MyGEkHfffZccP36cEEJIa2sriYuLI/7+/iQ6OpoUFRVx527evJn4+fkRoVBIfvnlF62voVAoiJ+fHykqKuICbG5urtoxaWlppKWlhRBCyGeffUaeeuop7jkHBweDXW9/R6lUkqKiInLo0CESHx9PpkyZQsaPH08WL15MPv30U5KZmUkaGxt1CnqVlZVkyZIlZO7cuVzQMRevv/46NyHaunUreeONNzodIxaLiUwmI4QQUltbSwICArjvUVxcHDl8+DAhhJDly5eT3bt3m2jkDAOgNbaxqk5Gv0WX6lE+2dnZiI+Px/nz5wFor+Rj3EUfHVLg7iT6999/x7p167Bq1SosXbrUrK4TgGk0bxl9FtbOwLj/+O6773DixAmuAvXgwYPIzMxEUlKSxuPj4+MxcuRIvPPOOwA0m/gytEP+f0N8RkYGpzgjFosRHByMiIgI5OTkoKamBikpKfDx8TH3cBkM1s7AuP/QNGnTVnxw6NAhXLx4EWfPnuUe01TQ4O/vb7Tx9ncEAgFGjhyJxx9/nJskKBQK5OTk4JdffoG9vT1Onjw54MQGGP0P1s7A6LfoWgF66tQpvP/++/jpp5/U0lT0WD8/P8TExCA7O9v4g77PoKvmt99+G8nJyUYJemKxGLGxsQgMDERsbKxGPdnTp08jIiKC+2dra8u1JSxZsgS+vr7cc1euXDH4GBn9Cxb4GP2W6OhoFBYWoqSkBHK5HKmpqXj00UfVjsnOzsby5cvx008/qTkSSCQStLW1AQDq6upw/vx5NUm1jpw4cQJBQUEICAjQaC+zf/9+uLq6cjdXmn4FgAMHDiAwMBCBgYE4cOBAby97wJGYmIjp06ejsLCQcwHpyNSpU3HlyhVcuXIFaWlpsLe3x8yZM7nnt2/fzj1/P5slM3Skq8oXU5fgMBj60l316PTp08mIESM6tS2cP3+ehIWFkfDwcBIWFkaSk5O1voYu1aNfffUVWblyZadz6+vria+vL6mvrydisZj4+voSsVhsqMsfEOjbkvD555+TZ555hvuZticwBhxaYxvb42P0ax5++GE8/PDDao9t2rSJ+/+pU6c0nvfAAw/g2rVrOr1GVlYWAgIC4OfnBwBYsGABjh8/3uUKkXLy5EnExsbC2dkZABAbG4sTJ05g4cKFOr02Q3f1FUpqairWrl2r9lhCQgI2bdrEfCMZAFiqk8HoFk3ao5qkq44dO4bw8HDExcVxe4+6njvQmTFjBsLCwjr9O378uF6/p7KyEteuXVOzstq6dStEIhH++OMPiMVinbU6GfcvbMXHYHQD0aF6dN68eVi4cCFsbGywd+9eLF68GGlpaUx7VEe0rcwBwM3NjbPAqqys7NI9/ujRo3jiiSfUbJjoatHGxgZLly7Fjh07DDdwRr+ErfgYjG7QpXrUxcWFS5+9+OKLuHTpks7n8umuiGbNmjVcAY1QKISTkxP3nKWlJfdcxyKf/syjjz7KFQUdOHAAjz32mNZjDx8+3CmNXFlZCeDuBObHH39EWFiY8QbL6B90tQFo+r1IBqPvoYv2KF+a6/vvvyeTJk0ihNwtbhk9ejQRi8VELBaT0aNHk/r6eo2vo0sRDZ9du3aRpUuXcj/frxJsdXV1ZNq0aSQgIIBMmzaNe//++OMP8sILL3DHlZSUEA8PD6JUKtXOnzp1KgkLCyOhoaHkb3/7G2lubjbp+Blmg2l1Mhi9obvq0fXr15MxY8aQ8PBwEhMTQ/Ly8rhzU1JSiL+/P/H39yf79u3T+hodRZC3bNlCtmzZovX4KVOmkF9//ZX7+X4NfAxGD2FanQxGX0cfCbZbt25h8uTJKCsr45rGmQQbg6EGkyxjMPo6miah2gphUlNTERcXp6aUwiTYGAzdYMUtDEYfQZ9CmNTU1E5FHEyCjcHQDRb4GIw+gi4SbACQn58PiUSCKVOmcI/pK8HGYAxkWKqTwegjWFlZISkpCbNmzYJSqcTzzz+P0NBQbNiwAVFRUVwQPHz4MBYsWKCWBs3Ly1PzlFu/fj0LfAyGFlhxC4PBYDDuR7QWt7BUJ4PBYDAGFCzwMRgMBmNA0d0eHxMVZDAYDMZ9BVvxMRgMBmNAwQIfg8FgMAYULPAxGAwGY0DBAh+DwWAwBhQs8DEYDAZjQMECH4PBYDAGFP8PP0aSFUkeGt4AAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "print('MFPADs for test NO2 dataset (single energy, (z,x,y) pol states)')\n", "TX, TlmX = ep.mfpad(dataSet[1])\n", "\n", "# Plot for each pol geom (symmetry)\n", "for n in range(0,3): \n", " ep.sphSumPlotX(TX[n].sum('Sym').squeeze()**2, pType = 'a')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "(Visual comparison looks OK, still some benchmarks to to for numerical re/im comparisons, which currently show some differences.)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 2 }