{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import matplotlib.pylab as plt\n", "import numpy as np\n", "import scipy.io as sio\n", "import netCDF4 as nc\n", "\n", "from salishsea_tools import viz_tools\n", "from nowcast.figures import research_VENUS\n", "from nowcast import analyze\n", "\n", "import energy_flux as ef\n", "import datetime\n", "\n", "import os\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "grid=nc.Dataset('/data/nsoontie/MEOPAR/NEMO-forcing/grid/bathy_meter_SalishSea2.nc')\n", "NEMO_lons = grid.variables['nav_lon'][:]\n", "NEMO_lats = grid.variables['nav_lat'][:]\n", "bathy=grid.variables['Bathymetry'][:]\n", "\n", "mesh = nc.Dataset('/data/nsoontie/MEOPAR/NEMO-forcing/grid/mesh_mask_SalishSea2.nc')\n", "tmask = mesh.variables['tmask'][0,:,:,:]\n", "e3t = mesh.variables['e3t'][0,:,:,:]\n", "e2t = mesh.variables['e2t'][0,:,:]\n", "e1t = mesh.variables['e1t'][0,:,:]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "def load_area(areaname, date1, date2, path):\n", " \n", " d1str = date1.strftime('%Y%m%d')\n", " d2str = date2.strftime('%Y%m%d')\n", " \n", " data = sio.loadmat(os.path.join(path, '{}_region_{}_{}_ssh'.format(areaname, d1str, d2str)))\n", " sshstruc = data['sshstruc']\n", "\n", " data = sio.loadmat(os.path.join(path, '{}_region_baroclinic_{}_{}_masked'.format(areaname, d1str, d2str)))\n", " bcstruc = data['datastruc']\n", "\n", " data = sio.loadmat(os.path.join(path, '{}_region_{}_{}_pbc_t'.format(areaname, d1str, d2str)))\n", " pbc_t_struc = data['pbc_t_struc']\n", "\n", " data = sio.loadmat(os.path.join(path, '{}_region_depav_{}_{}_masked'.format(areaname, d1str, d2str)))\n", " btstruc = data['datastruc']\n", " \n", " return sshstruc, bcstruc, pbc_t_struc, btstruc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# JDF" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "area = 'JuandeFuca'\n", "path = '/ocean/nsoontie/MEOPAR/TidalEllipseData/'\n", "d1 = datetime.datetime(2014,11,26)\n", "d2 = datetime.datetime(2015,4,26)\n", "sshs, bcs, pbcs, bts= load_area(area, d1,d2,path)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "column_depth = ef.water_depth(tmask,e3t)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/numpy/ma/core.py:3117: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n", " dout = self.data[indx]\n", "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/numpy/ma/core.py:3172: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n", " dout._mask = _mask[indx]\n" ] } ], "source": [ "const = 'M2'\n", "lons = sshs['lons'][0,0]\n", "lats = sshs['lats'][0,0]\n", "\n", "jstart,istart = ef.find_starting_index(NEMO_lons,NEMO_lats,lons[0,0],lats[0,0])\n", " \n", "Fxbt,Fybt = ef.barotropic_flux(sshs, bts, const)\n", "jend = jstart + Fxbt.shape[-1]\n", "iend = istart + Fxbt.shape[0]\n", "\n", "Fxbt_depint = Fxbt*column_depth[jstart:jend, istart:iend].T\n", "Fybt_depint = Fybt*column_depth[jstart:jend, istart:iend].T\n", " \n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Roate back to NEMO space\n", "theta = -29\n", "theta_rad = theta * np.pi / 180\n", "\n", "Fxbt_depint_N = Fxbt_depint * np.cos(theta_rad) - Fybt_depint * np.sin(theta_rad)\n", "Fybt_depint_N = Fxbt_depint * np.sin(theta_rad) + Fybt_depint * np.cos(theta_rad)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/ipykernel/__main__.py:7: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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mw/r167Fs2TKWWOfl5aFr164YOXIk6z42b96M1q1b49mzZ8jIyMD69etZ0UFv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\nkJGRgT179tTg6MspLS1FQkICpkyZAj09PUyYMIGvNFUVUqkUGRkZ8PX1Z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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1)\n", "st=3\n", "x=np.arange(Fxbt_depint_N.T.shape[-1])\n", "y=np.arange(Fxbt_depint_N.T.shape[0])\n", "xx, yy= np.meshgrid(x,y)\n", "ax.quiver(xx[::st,::st], yy[::st,::st], Fxbt_depint_N.T[::st,::st], Fybt_depint_N.T[::st,::st] , scale=2*1e6)\n", "ax.contour(xx,yy,bathy.data[jstart:jend,istart:iend], [0],colors='k',zorder=0)\n", "ax.plot([45,45], [0,120],'-r')" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3512.80502466\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/ipykernel/__main__.py:6: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n" ] } ], "source": [ "ny = 0\n", "nx = 1\n", "\n", "i=45\n", "\n", "flux = Fxbt_depint_N.T*e2t[jstart:jend,istart:iend]*nx +Fybt_depint_N.T*e1t[jstart:jend,istart:iend]*ny\n", "flux_line = np.sum(flux[:,i])\n", "\n", "print(flux_line/1e6) #in mega watts since divice by 1e6" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Victoria" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": true }, "outputs": [], "source": [ "area = 'VictoriaSill'\n", "path = '/ocean/nsoontie/MEOPAR/TidalEllipseData/'\n", "d1 = datetime.datetime(2014,11,26)\n", "d2 = datetime.datetime(2015,4,26)\n", "sshs, bcs, pbcs, bts= load_area(area, d1,d2,path)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/numpy/ma/core.py:3117: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n", " dout = self.data[indx]\n", "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/numpy/ma/core.py:3172: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n", " dout._mask = _mask[indx]\n" ] } ], "source": [ "const = 'M2'\n", "lons = sshs['lons'][0,0]\n", "lats = sshs['lats'][0,0]\n", "\n", "jstart,istart = ef.find_starting_index(NEMO_lons,NEMO_lats,lons[0,0],lats[0,0])\n", " \n", "Fxbt,Fybt = ef.barotropic_flux(sshs, bts, const)\n", "jend = jstart + Fxbt.shape[-1]\n", "iend = istart + Fxbt.shape[0]\n", "\n", "Fxbt_depint = Fxbt*column_depth[jstart:jend, istart:iend].T\n", "Fybt_depint = Fybt*column_depth[jstart:jend, istart:iend].T\n", " \n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Roate back to NEMO space\n", "theta = -29\n", "theta_rad = theta * np.pi / 180\n", "\n", "Fxbt_depint_N = Fxbt_depint * np.cos(theta_rad) - Fybt_depint * np.sin(theta_rad)\n", "Fybt_depint_N = Fxbt_depint * np.sin(theta_rad) + Fybt_depint * np.cos(theta_rad)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/ipykernel/__main__.py:7: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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r1g0XLlxg9zeqIxKJsGzZMty/fx/q6uooLCyEmZkZBgwYgKCgIHh6eiI1NRWJ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\nWQAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1)\n", "st=3\n", "x=np.arange(Fxbt_depint_N.T.shape[-1])\n", "y=np.arange(Fxbt_depint_N.T.shape[0])\n", "xx, yy= np.meshgrid(x,y)\n", "ax.quiver(xx[::st,::st], yy[::st,::st], Fxbt_depint_N.T[::st,::st], Fybt_depint_N.T[::st,::st] , scale=2*1e6)\n", "ax.contour(xx,yy,bathy.data[jstart:jend,istart:iend], [0],colors='k',zorder=0)\n", "ax.plot([0,80], [111,111],'-r')" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1298.25211142\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/ipykernel/__main__.py:6: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n" ] } ], "source": [ "ny = 1\n", "nx = 0\n", "\n", "j=111\n", "\n", "flux = Fxbt_depint_N.T*e2t[jstart:jend,istart:iend]*nx +Fybt_depint_N.T*e1t[jstart:jend,istart:iend]*ny\n", "flux_line = np.sum(flux[j,:])\n", "\n", "print(flux_line/1e6) #in mega watts since divice by 1e6" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Boundary Pass" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": true }, "outputs": [], "source": [ "area = 'BP'\n", "path = '/ocean/nsoontie/MEOPAR/TidalEllipseData/'\n", "d1 = datetime.datetime(2014,11,26)\n", "d2 = datetime.datetime(2015,4,26)\n", "sshs, bcs, pbcs, bts= load_area(area, d1,d2,path)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/numpy/ma/core.py:3117: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n", " dout = self.data[indx]\n", "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/numpy/ma/core.py:3172: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n", " dout._mask = _mask[indx]\n" ] } ], "source": [ "const = 'M2'\n", "lons = sshs['lons'][0,0]\n", "lats = sshs['lats'][0,0]\n", "\n", "jstart,istart = ef.find_starting_index(NEMO_lons,NEMO_lats,lons[0,0],lats[0,0])\n", " \n", "Fxbt,Fybt = ef.barotropic_flux(sshs, bts, const)\n", "jend = jstart + Fxbt.shape[-1]\n", "iend = istart + Fxbt.shape[0]\n", "\n", "Fxbt_depint = Fxbt*column_depth[jstart:jend, istart:iend].T\n", "Fybt_depint = Fybt*column_depth[jstart:jend, istart:iend].T\n", " \n" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# Roate back to NEMO space\n", "theta = -29\n", "theta_rad = theta * np.pi / 180\n", "\n", "Fxbt_depint_N = Fxbt_depint * np.cos(theta_rad) - Fybt_depint * np.sin(theta_rad)\n", "Fybt_depint_N = Fxbt_depint * np.sin(theta_rad) + Fybt_depint * np.cos(theta_rad)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/ipykernel/__main__.py:7: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Ff39/iW/7okWL0LRpU1hZWUm8XQAgKysLaWlpMDQ0xO7du9GoUSPw+XyUl5eDYRgsW7YM\nTk5OsLS0RLdu3WqM79GjR1BRUQERQUdHBwBw+PBhODg4yPUKyc3NRbdu3RAdHY3ffvsNAoGg2kdI\nHoqKitCnTx+MHz8eFy9eZO2//38F/0mB3rNnz6/aBnEBwzA4d+4cxo0bh1atWkFXV/ergglkrTgr\n3SWnTJkCPT09aGtrw8fHB0ePHpXq81wJoVAIX19fNGnSBJ07d0ZAQACio6Px8OFDuce3fIgqwfaj\nUwmuq+2vAdsAFuBz/0NCQuRGcFaioqICp06dwsOHDyEWi6W6Xz58+BBubm5o2LAhVFRUsHDhQoSE\nhCAyMhKPHj2SGsEqEolw+PBhZGdnY//+/ejfvz/4fD78/Pxw5MgRdOvWDUpKShg4cCBiY2OlriZL\nS0uxZMkStG/fHm3btsXq1auRkJAAIyMjZGVlgWEYrF27FpaWlkhOTgYAGBoaIiIiAnw+v8auJiUl\nBTweD+bm5lBWVsbw4cMlc3Dfvn1o27atTLfNbdu2SVQ2hw8fBgBs2bIFHh4eMp9/SUkJ5syZAyLC\n77//jvT0dFhbW7P2XX/79i20tbWhoqLCytWPYRiEhoZi8ODB8PX1Zf0upKWlYfbs2di3bx/rVf3r\n168xe/Zs3L59mxV9JW7duqXQzfNLSLu//wmBXlFRgevXr2P69Ono3LkzGjdu/M2h/opw48YNaGtr\nY9myZXj8+PFXbdMyMzNx7NgxVrQvX77E+vXr0a5dO+zfv18hvUgkQkxMDGbPng1LS0vweDyZR4sW\nLfDHH39w7n9VJCQkcJ6k+/bt4xSWDwBbt25lRVdWVoa5c+dCXV2d1Vy4du0ajI2NQUSwsbGRSZeX\nl4cFCxagZcuWICLo6enB2NgYK1askEqflZWFlStXwtjYGAcPHsSaNWswbdo0DBkyhPX9EgqFiIyM\nxMSJE5Gfn4+QkBBcu3YNAwYMgIWFBXbt2iX1Pr5//x4bNmzAjBkzYG1tjS1btsDOzk5iq7l//z4E\nAgFCQ0PRs2dPvHv3Di9evMCFCxdqXOvSpUuoVasWlJWVsXTpUvTs2VOiA58yZYrMxUxiYiJ++eUX\n1K5dG507d5aoQY4dOybTR1woFMLd3R36+vro3r07ioqKUFBQoNB3Ozc3V2IPun37Nvz9/VnbaSp3\nN8bGxpxW9bdu3eKk2wc+j13aPZaHuLg4zqkyLly48N/UofP5fPD5fMyaNQsxMTF/y8rv3r17aNCg\nAcaOHYuIiAjWATLfioCAAHTq1AkLFy5EXFyc5EPy9u1bBAcHo2fPnhLDp7zDysoKixcvRkJCAg4e\nPIjmzZtjypQpuHLlitwdwD8NWblJvkRFRQUKCwuRl5en8AXNzc1FaGgoNm7ciAULFih82bKzs3Hx\n4kUsWbJEkjNFEcRiscwdTHFxsVwDoTxUeqQYGhpi0qRJeP78uVS6+Ph4dOnSBc7OzvD29pbMm/z8\nfHh5eYHH4yk0uhkZGaF+/frYtGkTQkNDYWlpiY8fPyIkJARr1qyRyjNp0iScOnUKZmZm6NWrF4yN\njZGWlobnz5/DxMQEKSkpUvl8fX3RvHlzzJ07F05OTqyE7KdPn+Dq6op+/frhyJEjnBcLAL6Khy3y\n8vJkjvfvwr9aoL979w5bt26FmpqaQkPL98CTJ0+wYsUKdO/eHRoaGvDx8fnubQqFQkRFRWHSpElo\n3749WrRoIdmVDB06FGFhYfj48SNyc3NlHjk5Obhw4QL8/PzQpk0btGzZEiYmJjA1NYW+vj4aNmwI\nT09PhISEsHL5+wHuSEhIgJeXF/T09KCqqorNmzcjKioKz549Q2FhIUQiEUJCQnDx4kVWSc8qKipw\n/PhxODo6wsnJCSdPnqzhCFBeXo4lS5agcePG8Pf3l5xnGAZjx45FixYt8PDhQ6nXf/PmDRwcHBAW\nFoY6deogOzsb0dHRMDIywooVK7Bq1SoAn1fylcmthEIhDAwMUF5ejqSkJNSpU0fi5tirVy8QkcwP\n2eXLl6GkpITRo0dj06ZNcHd3V+jYsHfvXgQGBqJ58+b46aefcOfOHYX3Dfj8UTx69ChiYmKQmprK\nekHz5s0bTp5pDMOgV69e8Pb2lqi6/m78awU6n8+HlpYWBg8ejJMnT37Xm8AGHz9+hKqqKpKSklir\nX8rKyjjpeIHPPs1V3QyTk5MRGxsrd1ciz0Ba1T/dxsYGGhoaEAgE8PDwgIeHB+rXrw8LCwusXbtW\n4bi46vgYhuG8m+LK8zWqsKqGQTaoqKiQm6HwS5SXl+PBgwe4c+cOAgIC0Lp1a6xevRoTJ05Ez549\n0blzZxgaGqJTp05QU1MDEcHMzAzBwcGsBMizZ88wceJEGBoaYt26dTV+T0xMhKamJtzd3SUr0ufP\nn8PR0RHm5uZS02QsXboUu3btAgD069cPenp6KCsrQ2JiInR1dfHHH39g6tSpaNu2rWQncuzYsWrZ\nMU1MTPDrr79i6tSpICKoqanJ1HE/efIEe/bsAY/Hw8ePH7FkyRKMGzdO7riLioqgqamJjh07ws/P\nDzwej7UrbXBwMGrVqoVatWqx3gXeuXMH2tracHZ2Zj0nnz17BlVVVdjb23P6GBw9epSVbacqzp07\nV2P+/2sF+s2bN/8W1QpbMAyDgIAASW6PCRMmKExBW1BQwMkXG/jsUshV4HBJFJSbm4t169ZJfLHL\nyspw6dIlqKmpyTUW5eTkoE+fPpwE6PXr1zn1rbS0FAKBAG/fvmXNExAQgG7duilc3TEMgwsXLmD1\n6tWwtrZWuEp7+PAhsrKysHnzZvD5fGzYsKEGTVJSEpYvX46EhATs2rULY8eOhYWFBYyNjTFs2DAk\nJiYC+GwEvHnzJkxMTCSCbsqUKdixYwd27tyJ9u3bg8/nw9TUlJP3UlFRkUw9fUZGBlq2bAk9PT1E\nR0dDJBLByMgIJSUlUv32TU1NJV4s+fn5aNGiBfr27QuRSITg4GD06NEDRFQt35GbmxuSkpIkf586\ndQpt27bFlClTYGBgAHt7e5lqqMLCQrRs2RLBwcFwcXFRmNa3EpMnT0a9evUQHR2N7OxsVjvMgoIC\niMViREdHV1NHyUPlfHr69CnnPFEHDhxg7YZZiezsbM5xKp8+fapx7l8r0P+tYBgGiYmJWLJkCRo2\nbIhHjx79013ijMTExBrBNfXr11do/c/Ly+NsS+Cqr68MeuFCP378eIV0mzZtgrKyMnx8fBTqa6Oi\noqChoQE9PT0sXry4xouTmpoKHx8fKCsrQ01NDYMHD8batWtx/fp1ubryygAib29vREZGYv369Rgz\nZgysrKzA5/NhZGSEFi1awMzMTOKN8y0+00+ePIG+vj4cHBzg6+sLc3NzqRkKExMT4eHhUe3cqlWr\n4OjoCF9fX4SFhaFdu3YYNWqUROh++PAB1tbW1XgqKirQrl071K5dG6dOncLYsWPl9q8yNmPAgAFY\nvXo1qzGlpqYiPj4eAoGAdXK5/Px8ODg4YPfu3aznb35+PoYNG8ZarVOJf3oR+k0CnYh2EVEGESV+\ncd6PiJ4S0SMiWlbl/AwievHnb05yrvt3jf+bYGJiwimw5d8CaQK9TZs26NmzJ7Zu3co5c+NfCZFI\nxClI7P79+wqzQMbExKBevXr49ddfceLECbm0oaGhaN68Obp06YL58+dLXWG+ffsWN27cwNGjR7Fp\n0yZ8+vQJhYWFOHXqFOeCC1WRnZ2N69evY9KkSWjRogV0dHQkPuc+Pj5YsWIFIiIi8OrVK9aC49y5\nc7CxscGePXugpaWFZcuW1aCZPn16DW+skpISGBgYYNSoUdDT00P37t2rfVyWLl2K7du3V+NhGAYd\nOnSAo6MjPD09MXnyZLl9mzt3Ljp27IjExERYWFiwDrYCgIiICNjb27NaMIjFYhw5cgREBFNTU6kr\nW2nYvn07iAi9e/dmvWuOjIyEv78/p13mlStXJKmR2SI/P19q3MO3CnRrIjKqKtCJyIaIIomo1p9/\nN/7z305E9IA+1yptTUQv6c8EYFKu+03RlH8XFAn07OxszpWBbty4wUlfCwAHDx7kRC9NoOfk5ODg\nwYPw8vJCo0aNwOPxMHPmTNy6deurVx2ZmZkKw/K/xMOHDzntekpLS+W6LTIMg0uXLlV7id+/fy91\nN8IwjMzgIFnGxOLiYsyePVuiC2/Tpg0EAgE6dOgAAwMDdOnSBV27dkWPHj1gb28PZ2dnuLm5oXfv\n3vDw8ICnpye8vLwwbNgw+Pj4SLbdlXEQlcI8IiIC+/btw4wZM9ClSxcIBAKYmppi9uzZCu/R2rVr\n4ePjg+XLl8PExAQbN26U/CYWi2FoaCg1EGjbtm0YMGAANDU1qzkEMAwDIyOjGo4K4eHh8PDwgL29\nPbp06SI1n0thYaFEcJeVlSEqKgoeHh549uwZBg8eLHcct27dwqpVqyS7oJUrV2L37t0Kxx8TE4Mt\nW7agb9++sLKyYl15SyQSQSAQwNnZmfVOqdIwOm7cONY8b9++hY6OjsIUxVUhFosxcODAGs/tm1Uu\nRKT7hUAPJyI7KXSBRDS9yt/niaiLjGuif//+kmjKVatW/SvDdRUJdHkCQhYKCgo4pzHgEmJfUVGB\n0NBQuflMKioqcOPGDQQGBsLQ0BCNGzfGkCFDEBYWxmk89+7dY5VHvGq77u7uGDFiBGue9PR0GBoa\nYu/evax5pk+fzqlE2N27d9GrVy+5NB8+fEBwcDB27tyJAQMGwNXVFU+fPkVZWRmKioqQn5+PnJwc\nZGRk4MOHD3j79i1SUlKQnJyMpKQkJCYmIj4+vsaOgGEYnDp1Cubm5hg3bhzev38Pa2trnDt3DkKh\nkJWulmEY+Pr6ws/PD76+vtV0tdevX8fw4cOl8r148QK1a9fGxo0bMWfOHDx+/BhXrlzBzZs3MWzY\nsGq0WVlZ4PF4yMnJgYODAzZv3lyjYEx+fj66du1a451xdXXFypUrFb7jDMPAwcEBWlpaWLJkiSSi\nVRHEYjFatWqFvn37slbTMAyDrVu3Ijk5mXNAHduiK1VRmQOHC75LYJEUgf6AiOYTUSwRXSEikz/P\nbyQiryp0O4nIQ8Y1AXzWv0ZHR6N27dr/ylD176FyycnJwd27dyXHnTt3MHnyZIwcORL+/v5YunQp\nYmJiqtGwOQ4cOIBBgwahUaNGEAgErFY2lXj79i22bNmCXr16QUNDA927d8fy5cvx5MkThZOQqw5d\nJBJhy5YtrP2FL1y4IIk4ZAOGYeDv78/JWOvm5qbwOefk5GDy5MkwNzf/JrWLLIjFYhw7dgympqbo\n0KED1NXVOakohEIhbGxs0LFjx2rnR48eLbUQR1lZGaysrDB//nz07t0bNjY20NTURE5ODoYPH15j\nNTl48GCJ2ubQoUPo27dvNfXOp0+fYG5uDnV19Rpz4uzZs1BXV2el33769Cnq168PZ2dnTgFCs2bN\nAhEhODiYNc/ixYthaGjI6T7fu3dPZqyALKSnp3M2iMp6776HQH9EROv//L8ZEaXgKwT6vHnzJEfd\nunX/zwj0MWPGoFWrVtDX18fPP/+Mhg0bQlVVFUQELS0t8Hg8mJqacj769OmD7du3f1VCo6ooKSnB\n2bNnJSkRWrdujfHjx+P8+fOcq7r8VZg6dSr69evHivbevXvQ1dVFr169FH6MSktLERsbi19//VUm\nTVlZGdasWSPZJXxvo5hYLIanpydUVVUxcOBATgbk7OxsqKurS9LeVvqRS+vzmDFjsH79eojFYklG\nxhEjRqCwsBB8Pr/avTtz5gx+++03yd9lZWVo2bJlNUNnRkYG2rZtC3d39xptXb58GZW7ckXIzMzE\n7t27sXHjRjg6OrIuQ3fu3Dls3rwZDg4OrJ9Reno6VFVV0bFjR9bxGgUFBWjWrBkWLVrEup1Pnz6h\na9eunDyccnNzsWbNGkRHR1eTld9DoJ8joh5V/n5BRFp/qlwCq5y/IE/lUhVt27aFs7MzNm/ezFkn\n+z2hSKBnZmYiPDxc4XWKi4sRHR2NhQsXok2bNlBTU4OhoSGmT5+OxMRE3Lhxg7P7498BhmHw6NEj\nLFu2DNbW1tDQ0MCvv/76TYbVbdu2cbKdCIVCrFixopo/tDyUl5ejbt266NOnj0LakJAQ/PLLLwgP\nD8fBgwcTcWHxAAAgAElEQVQluwaGYbBnzx4cPnwYRkZGCAoKqrGjyMzM5FQeLS4uDkOHDmUVQFda\nWopNmzbB09OzRlpbRXB1dZWEsp86dUqq4XLfvn0YMGAAGIaBWCyGvr4+OnbsiPj4eOzevRtBQUES\n2ry8PPB4vBp66WHDhlVLlxASEgJ/f3+p4zt9+jR0dXXh6OjIagx8Ph+rV69GaGgo65xO3t7eCA8P\nx4YNGzjJkA0bNmD69Omc1CELFizgnDxw3rx5UhOyyUNQUFANW9BfIdBbE9GjKn+PIqIFf/6/AxG9\n/fP/+n+qY34iojaKjKJVkZubi/DwcAwbNgyNGzeWJKW6fv36d0+bW4mkpCSsXbsW/v7+GDRoEFau\nXIkmTZpIVjtckJGRgePHj2Py5MmwtLSEubk5/Pz8EB4ejjdv3lTLW9OkSZO/NbPktyA7OxuhoaES\nwyqfz+dsWH3w4IFCT5QvMXDgQLRp04a1LcHV1RVt27ZVKDynTp0KFRUVnDhxAn5+foiKipLEIxAR\n3N3dZRrY9u/frzBHf6XB1snJCb179+aUqre4uBiGhoacsw0uXbpUYkQfMGBADQ+hxMREmJiYSAyP\nM2bMgJeXl0Twd+/evdrH2tfXV2ruoXXr1kly21f2VdbzEYvFWL16NWs14Pz580FEmDNnDmtBu2PH\nDigpKUmNJ5CFw4cPc3ZQSEtL46xmFIvFf5mN8Fu9XA4SURoRCYkolYh8/vRi2f+n6uX+F6v1GX8K\n8q92W6yalEogEKBRo0YYOHDgN6WTVYSsrCyJDk5NTQ0aGhrw9PTEgQMHWBlykpOTsXv3bgwfPhxG\nRkawtbXFnDlzcPHiRYVCZfPmzbCzs/vXe/x8CVmGVbZRemwhFAoxZswYEFENNzpZqKxapKiqjqur\nqyR3+vHjxzFr1iwsWrQIZmZm8PPzk5vydejQoTJ3VZUFNCwsLODt7f3Vc3fu3LmcbCEAcP78eQQE\nBKCgoADGxsbV5m9+fj6MjY0l/QkNDUXfvn0RHR0Nf39/PH/+HC4uLhL6qKgouLm5SdIHV8Xy5csl\n2RMXLVqEtWvXyu1XTEwMa2P448ePYWtri4kTJ7KiB/5/bqYRI0awXgTGxcVBU1NTkkWSDZKTk+Hm\n5sZJRfzo0SPWhV0qkZ2dLdWV8ptX6N/jkCfQv8T79+8xePBghS/n1+Dx48fw9fWFsbExNm7cCCUl\nJRw7dkzuF7i8vBx3797FmjVr4OHhAX19ffTt2xerVq3CnTt3FH69y8vLq1nVP3z4AE9PTzRs2FCS\nP/17Z5r8Hnj79i08PDwUFtb4mpXKmzdvcODAAYWeKFXbEIlEsLa2RlBQkEyDVNXtfHZ2NqytrVnZ\nCRiGgYGBQQ3viNLSUmzZsgVGRkaYPHnyN/v7Z2RkwMTEhNM9+/jxI5ycnBASEoKFCxdW63O/fv0k\nQvju3bswMzNDQUEBrl+/Dj8/PwQGBuLw4cMoLS1FUVERjIyMkJqaigMHDtQI7lqwYAGOHz+Ojx8/\nQiAQKDT6CYVCCAQCVmNgGAYVFRVwcXFh7Ra8dOlShIaGgs/ns14cMQwDPp8PNTU1TrYyPp+Prl27\nsjbsi8ViNGvWrFrpP0WoqKiAmZlZDS+n/7xABz4nDNLS0vqqLf6XEIvFOHv2LJycnODq6oqLFy9K\nBEC3bt2gpaUFLy8vhIaGIicnBwUFBYiMjMTcuXNhZ2cHPp8Pb29v7Ny5EzExMZzz0Fy+fFlqXdTK\n/Oljx46t4anwX8HJkyfRsGFDGBsbY+7cubhz504Nobd06VJJbUw2EIlEMDAwwOjRo5GUlMRqu5uS\nkgJbW1v07NkTRMQqH8i6devQtm1bVvlsEhISMHDgQHh5eSErKwu5ubkSj4mgoCCZgS2vX79GQECA\nwutXRWWdUS64efMmnJ2dq+2WVq9eDT8/PwCfFxE8Hk+SOfDTp09ITExEu3bt0KdPH7x//x4TJ07E\nli1bMH36dBBRDV32ixcvkJGRgZEjR7JOIR0cHMzKyJmUlISTJ0/iw4cPkvQKinD48GHUq1cP+/bt\nY62au3nzJlauXIljx45x8kM/ceIEYmNjWdFX4sSJE5wdFs6fP1/j/fmfEOjA5xf75s2bmDFjBgwN\nDdGoUSNYW1tjwoQJ2L17Ny5duiT3oRQWFmLz5s0QCAQYM2ZMtRwVVXH//n2MGjUKbdq0gbKyMpSU\nlKCsrIxatWpBVVUV+vr6mDZtGq5evfpd0tRmZmZCQ0MD/fv3x969eznnUP6nUV5ejqtXr2LatGno\n1KkTmjZtCm9vbxw5cgT5+flgGIZTkiKRSISnT5/i6NGjMoN/pCE6Ohp6enpo1aqVwnqhwP/3XqjM\nOigPK1eulOSA0dPTg5GREYKDgxW65TEMgx49esice38V0tPT0bVrV8nf169fh7W1NYRCIUpKStC1\na9dqbomlpaWws7MDEWHu3Lm4desWHBwcUFRUBDs7OzRr1kzq2BITE2FjY8NaGA4dOpRVcI1YLIaO\njg6WLl3K+tr37t2TRH2ydRF89eoVdHR0OLkhlpSUSC3ILg9fUxZPlm/8v1agsw3P/RIMw+DJkyeY\nM2cOGjduDCKCiooK7O3tpd60t2/fYtq0aTA0NMSyZcuqfb0rMxVu374dw4YNA4/Hg4ODA+bPn4+o\nqChJLu7Ko7S0FHfu3MGcOXNgbGyMhg0bws7ODo6OjpJj1KhRXzWuqvj48SN2794NDw8PNGjQAObm\n5jXyp/9XkJKSgo0bN8LZ2Rn16tWDlZVVtfsl7firctR//PgRNjY2sLKyYhVtu3v3bjRt2lShzrt7\n9+4wNDQEEaFp06YKCzdUxc2bN9G3b1/W9F+D9evXS4yDHz9+BI/HQ2pqKhiGgZeXV40iI2lpadDU\n1ETbtm2RlZUFExMTvHz5EpGRkXBzc5O5snRxcamhqpC1c/706RNq164ts5DIlxg1ahSIiHVA2bFj\nx/DHH3+w9qQBPr//WlpaaN68OSc1Z6dOnTjpxLOzszF27FhOO634+HipScP+tQKdrX8p8Hl7t3Xr\nVowcORKGhobo168ftm/fju3bt+Pw4cMoLi6GsrIybt26JbEo3759G56enrC2tkZYWBjKy8shFApx\n+/ZtrFixAr1794aBgQF+++03rFu3Dvfv3+e8tf3w4QMuXrwoOcLDw1GvXj08ePBApuB99eoVp3Jx\nQqEQly5dgr+/vyR/+siRI3HixImvLqrwT6GoqAhXrlypds++PC5cuIDly5dLctS7ublhwYIFCAoK\nwvz58+Hs7AwNDQ2oq6tLjhYtWsi8FyKRCO7u7iAiud5EOTk5SE9Ph0AgAJ/Pl7mLKC4uRuvWrREe\nHo7o6GhJeTe2uUCys7PRp08f3Lp1ixV9ZmYmzp8/j5cvX7KenzY2NsjIyEBFRQXs7OwkeuilS5fW\n0IWnpqaCx+NBX18f6enpmDFjBtauXYv8/Hzw+XyZwvzq1asYMmSI5O9nz57hjz/+kJm58OTJk9DS\n0mJdWev8+fPw8vJiHSgUExMjCUhSlPunKn799Ve0bt2a07tfmQefS9bULl26YOXKlazpy8vLUb9+\n/Rofmn+tQJcHkUiE2NhYLFiwANbW1jAxMYGfnx9u3rwp88YvW7YMnTp1goaGBpo0aQJLS0usWbMG\nK1euxNChQ8Hn89G+fXv06tULM2fORFhY2FeXnpMFsViMwMBAtG3bFi1btsSoUaNqVMR59uzZV+9O\ngM95r9esWQN7e3toaGjAyckJ69ev55yX/b+AT58+4cCBA2jTpo2krqW0Q01NTeYCoTJnysCBA9G4\ncWNJ8YYvERYWBhMTE7Rs2RKDBw+GhYWF1GtevHhRUlzC09MTmzdvxqlTp9C/f3+Fcyk3Nxd8Ph/H\njh1Djx49WM29Sr27u7s7jI2Nwefz0bNnT0ycOBGbNm3CxYsX8erVK7x48QKzZ8/GoEGDJN4306dP\nl6TDPX36NBwdHaupCVNSUmBkZCSpdxkXF4du3bpBJBJh5MiR2Ldvn8x+icViFBQUgGEYzJ49G0QE\nR0dHuWMqLy9nZfsqKChAeXm5JK0CG7x8+RJEBEtLS047u7Vr16JTp06cwv9fv37NuXbAu3fvOC8Y\npS0q/jMC/cOHD9i9ezcGDBgAAwMDeHt749ChQ6y+gtnZ2ViyZAk6duwIe3t7mJubo0GDBtDQ0ECL\nFi2gp6cHc3NzdO3atdrRunVrtGrVSrLF/6vKVzEMg2fPnmHVqlWoX7/+dxO2+fn5OHbsGHx8fKCt\nrQ09Pb3/RBk6Ljhz5gxat26Nbdu2fbPXSF5enlxjVlhYGJSVleHi4oJDhw7B1dW1xn2cMmUKzp07\nB+BzxGTfvn2xYsUKDBs2jFUR5OTkZPD5fPTp0+erCqGLxWK8e/cO0dHR2LZtG6ZOnQp7e3soKytL\nPnDOzs4YMmQIWrVqhaNHj+LRo0cQCATV1I3Pnz+vVlC6vLwcXbp0QVJSEs6fP4/evXuz+uA8e/YM\nxsbGMDIy4pSBUB5KS0vh6urKyWZSUFCAiRMnsvaEqsSUKVNARNi5cydrnoULF3Jyynjx4gUnjQTw\n+aMh7QPwrxXolYUXpk6dClNTU9jb22PFihVISEhgnZDnxIkTsLa2RsOGDaGjowNHR0cEBQXh6tWr\nrIRzpQ69sgxdmzZtFPJwRbdu3dClSxcsXboUjx494rQjkFWsQBrEYjHu3buH+fPnw9TUFJqamujf\nv/9/vgzdsWPHpIaTfwsyMzPRrFkzeHh41Mj6OWvWLDRt2hQ7duxAQEAAhg8fXu2ZmZqaVludlZeX\nw8vLCwEBAXJVNVWRkpICfX19dOrU6ZtSCYhEIuzcuROGhoYYNmwYBg4ciBkzZkBXVxdEBB8fH2Rm\nZsLIyKiaXeDJkyfg8XjVvI2CgoIQFBSE3NxcSZUhRTh//jz4fD4ePnz4l6fumDNnDmrVqoXZs2ez\nNnIWFxdDVVWVk0rz2rVraNeundS0w7Lg6emJsWPHsn6X09LSqnkVsUF8fDz69etXY+z/WoFuZGQE\nPz8/REREKNy+MAyDadOmYebMmfjjjz9gamqKevXqoVmzZhg3bhzi4+NrvBgpKSlSkxLJQmlpKVRV\nVVknpeJy3fPnz2PQoEEgIrRq1Uqu2x7DMIiJicGoUaNQv3599OzZk3NQAvDZGLZr1y5JGTpjY2PY\n2dnJPby9vXH48GFOL8T3xunTp/HLL79gz549rNOiyoJYLEZsbCwmTZoEXV1d7N27V5L109raGiUl\nJSgvL8fWrVsxaNAgaGpqomfPnpKsgmlpabCzswPwWZBXPsdKFYW7uzt+/fVXmXPn06dPElfCt2/f\nomnTpggMDJTb56SkJIwePRqBgYFYsWIFduzYgWPHjmHNmjUSd853795BKBTi/fv36Nu3Lzp27Ag7\nOzsUFhbCzMwMERERkus9ePAAPB6vmqdNaWkp+vbti/Lycnh7e7MyIL948QJ2dnacFgtcIqLfvHmD\nJk2aKAxYqorAwEAQUY0skIrA4/Hg6enJmn7p0qUYOnQoJ9Wpi4sLp11ARUUF+Hx+jVTT8gS60uff\n/34oKSlBUds5OTl0+/ZtunnzJt28eZMyMzNJLBZTZmYm/fTTT9SqVSuysrIigUBAxsbGZGBgQGpq\nahL+9+/f04QJE6hOnTq0evVqat68ucJ+XblyhY4cOUIRERGkoqJCbm5u5ObmRra2tlS7du2vGuvB\ngwcpODiYEhMTydbWltzc3GjYsGEyr1dSUkJRUVF0+/ZtiomJIYFAQJMnT6ZWrVp9VftEREKhkOLi\n4qi0tFQmDQB6/vw5RURE0M2bN8nU1JSsra1JVVVVJo+SkhIJBAKys7OjOnXqfHX/ZKGwsJDOnz9P\ngYGB9Pr162q/qaioSP6vrKxMXbp0oe7du1ebA1WRkpJC586doyZNmpCbmxsNHjyY+Hw+ERFVVFRQ\ny5YtKT4+nnR0dAgAHThwgGbNmkWlpaVkZmZGLi4ulJCQQD///DPNnDmTysrK6Ndff6Vr164R0ef7\nN2nSJIqMjKSpU6fS8OHDa/QhPj6e1q5dS/v37ycioidPnpCpqSmdOHGCXFxcpPa7qKiIkpKS6NOn\nT3Tt2jW6ceMGJSUlEQDq1q0bKSkpUW5uLr1584ays7NJR0eHtLS0qGHDhvTq1St6//49tWvXjry9\nvUlfX58CAwPp6NGj1K5duxptRURE0J49e+jo0aOkpKSk8PkwDEPKysoK6aqOpV69eqxop02bRkOG\nDCEej8eqL0RErVu3ptzcXPL29qb169ez4ikrK6PmzZtTo0aNKCYmhpo2baqQRyQS0Y0bN8jW1pZV\nG0Sf30FZc1MaUlJSSFdXt9o8J/r8zgGQekP+NQIdAL1580YivO/du0f16tWjrl27UseOHenBgwd0\n5coV8vLyIl9fX9LS0qLCwkJKSEigBw8eUHx8PD169IiUlJSIx+NJhDyfz6crV67Q7NmzycfHh8aP\nH0/KysoKJyEAevz4MUVERNDZs2cpMTGRbGxsyM3NjTp27Ch3gqmrq5NAIJAIQj09PQoMDKSBAwd+\n1UcBAOsJXRWlpaV0584dun37NsXFxdGMGTPI1NRUId+HDx8oJSWF8vLy6P79+yRvjohEIrp9+zbF\nx8dTt27dyM3NjfT19av1t1GjRmRgYMB6DDk5ObR//346e/YsxcbGkqWlJZmZmZGKigqVl5fTjRs3\n6Pbt23Kv0aJFixoCy8jIiPz9/alNmzZSeXR0dOju3buko6MjOScWi+n8+fP05s0b2r9/P929e5cE\nAgHdu3ePiIi6dOlC9+/fl9ADoOnTp9POnTspLi6uRltisZiMjIwoMTFRcj/mzp1Le/bsoV27dpGT\nk5PUvhUVFdGhQ4do0aJF9O7dOzI1NaWzZ89S06ZN6fHjxzRu3DiysrKiuXPnUp06daisrIzWrl1L\n169fp9zcXBIIBNSkSRM6evQonTt3jlq3bl2jjU+fPpGtrS1dunSJlVD73pg3bx6Fh4fThQsXpPZX\nGho0aEAAKDIykiwsLFjx5OTk0MyZM+n58+e0cOFC6t69u0Ke8vJyMjY2lsgcRUhOTqY6depQy5Yt\nWfWJiGjjxo2kpqZGo0aNqnZenkD/R1Uu8fHx2LBhAzw9PWFgYIBevXph2bJluHnzpiSt6YABAyQ+\nxGyMfKWlpbh79y62bt2K0aNHSyq/DBgwAA4ODtDT00OPHj1YJduviqpJqbp37y734PF4aNiwITw9\nPbFv3z7o6ur+JaH8XJPwv3jxAlpaWqhVqxarrIDPnz+Hk5MTdHR0OAczVSZXGzp0aI378csvv0BH\nRwe+vr44efKkQvVaQEAAbGxscPz4cc6GpMzMTISEhGDAgAGS9rt06QI+n1+t+Le0VMAtWrSQ6aIn\nFosxYsQIEJHE7U8sFsPIyEhq8qzhw4dDQ0MDCxYsQEBAQLVoYnd392qeNiUlJejUqRNMTEyqqUYq\nKiok3jktW7ZE06ZNERQUhC1btkAsFqO0tBSzZs2ClZUVHjx4gMTERImq7PLly9XSGERHR8PY2Fhu\npOKQIUM45TT5WmRnZ8t990pKSsAwDK5duwYigqenJyvvEIZh0LRpU9SpU4eTagMAfHx8UKdOHdYR\nr5GRkSAi1kbbwsJCtG7dmpMKODIyEsrKyjX6RP9WHfrgwYOxdetWPH78WCKsysvLERYWBmtra3h6\neuL27dtgGAYMw6BLly6wt7eHj48P5s2bh127duHSpUtITk6Wmn8jNjYWv/32G8LCwnDnzh3s3bsX\nbm5uEk8AAwMDSdh/JdatW4d169Z9c0BLWloadu7cCXd3d2hpaX1zjvJDhw5h4MCBnFylZsyYgfnz\n57OuaF5aWgpzc3NERUWxbmPv3r2s+vT8+XOsXr0adnZ2ktzv8g4u1Ynk4fLly9DW1kZKSkq14t9d\nu3at5hVCf7o+fqkTZRhGMhcKCwvh5OSETp06obS0FP7+/lBTU6vhW5ydnY3Nmzfjp59+AhFh4cKF\nkvmdnp4OCwuLGga43bt3w8/PD5aWlli2bBn8/PxgYGAAPz8/bN++HdOmTauW5C06OhoCgQArV67E\n3r17YWVlhaFDh0p+X79+vcQ4e/78eZiZmck1cpaVlWH58uWs72tlyD/XRUZ4eDh69OiBkSNHylyg\n5ebmYtCgQXj79i1WrFjByROoY8eOUFZW5hToBXw2chIR61wrjx8/xpYtWzhFmC5cuJBTiux3797B\nz8+vht3oXyvQqyInJwfLli0Dj8dDQECAVPcnhmGQlZWFuLg4nDhxAuvXr8eUKVPQv39/WFhYwMjI\nCGZmZvDw8IC/vz9Wr16NVatW4ffff4e+vj4GDx6Mo0ePIjAwEP369UPPnj3x8OHDapOyoKAAS5cu\nhaGh4V8i2P8KiMVi+Pj4gIg4GYgA7omw/muBSvIQFRUFVVVVWFlZceJ78eIFVq1ahT59+sDNzU2y\nSxCJRCgsLERGRgbevHkDR0dHEBFu3boFoVCIkydPwsPDA2ZmZli9ejX27NkDbW3tav7sq1atAhHB\n2tq6WptPnz5Fs2bNoK2tDXV1dQQGBkoVeNnZ2fDx8UGvXr3w9u1bPHjwAOrq6vj555+lepmcPHkS\nFhYWcl1/vyY99cePH7/KqyUrKwutWrUCEcHJyUlmJtIRI0ZAS0uL847h6tWrUFFR4VyIJS4uDi4u\nLt81oytXfBm/Uol/tUB/+vQpxowZA4FAgODgYM7O+l+irKwML1++RHR0NPbu3YuFCxdi5MiRcHR0\nRPv27dGkSRPUrVsX7du3x5AhQ7Bt2zZcunQJz58/rya8/22CXSgUYtmyZejQoQPn/Nj/VxEWFgZ7\ne/saYe7yUFnYonIHJyvJ08OHD+Hg4ID27dtj3LhxMDAwwOTJk2tswWNiYqCvrw8rKyvJtRYvXgxt\nbW18/PgRGzZsgJWVFQQCAVRUVKCqqorg4GDY2NhUy0HOMAwOHjwIHo+H8PBwMAyD+Ph48Pl8rFu3\nTuquKjw8HNbW1go9MbZv3/5V/vBfC4ZhkJmZidjYWJkqi/v370NVVRXe3t6c3DqTkpJARHIDoqTB\nwcFBUhSELSo1B98Lo0aNkpoP/l8r0F1dXeHs7Ixz586x2rpxFfYVFRU1JkPlZNqxYwdcXV3RvHlz\nGBkZwcbGBubm5pLyb+7u7vD398eSJUswePBgtGvXDosWLZLq285VwIrFYs5ugfn5+cjKysLr16/x\n4sULVjzv37/Hy5cvkZqaivT0dOTk5KCwsBBCoVDmRHz9+jVycnLw8uVLhIWFSV2xi8ViiT9tcXEx\nXr58iffv3yMnJwfFxcXVnuXJkydx6tSpavfoa/yuufJURkDm5eWxVgs8efIE9vb2GDlyJLZs2SLT\nn/zdu3fQ09ODlpYW2rZti+nTp+P+/fvIyspCQUEBysrKqt3f6dOnw8zMDAYGBnj37h0OHDiAxo0b\ng8/nY/369Xj06BEcHBzQtGlTEBGmTZuGoqIi2NvbY/fu3Xj79i1cXV0xcuRIiXAODQ2FqakpkpOT\npfZx3759sLW1ZWWD+PDhA2rVqsUptSvbgg2VKTjGjBmDhIQETraZefPmwcTEBNHR0ax59u3bByJC\nz549WfOUlZWhVq1anPzQAWDr1q2cBLpIJOJUizY0NBREVCNYTZ5A/0e9XB4/fkydO3dmRS8Wi8nO\nzo4AkLOzM7m4uJBAIJDrrRIXF0c+Pj7Us2dP8vb2Jj09vRo0IpGIrly5QmFhYXT37l3S0tKi3Nxc\n+v3338nAwIDS09MpNTWVXr58Sbdv36Z3795Ro0aNqH379tSmTRtq1aoVRUREkJqaGg0ZMoSGDBlC\n9evXlzuWrKwscnd3p+LiYtLT0yNjY2MyMTEhY2Nj0tTUlMoTFRVFK1asoJycHAJAKioqpK2tTc2a\nNZN5bN++nWJiYqi8vJzKy8upoqKi2v+rPvs/Lef0+vVrEovFJBKJqLS0lJSUlEhTU5M6dOhAzZo1\nI01NTdLU1KRDhw5Rhw4dyNHRkeLj4yX0ZWVlVFZWJrl2Tk4OpaamUoMGDWjWrFk0ceJEWrZsGb17\n946WLVtGWlpaCp89AHJyciJvb2/y8vJi5VXw6dMnSktLIwMDA4W0lbh37x4pKyuTiYlJtbazs7Mp\nMTGRDh8+TFFRUfTp0ycSCoVUq1YtKioqopYtW1Lr1q2pdu3aJBQKSSgUUkVFheQaYrGYHj16RAzD\nUO3atem3336jjh07Ur169cjMzIzGjx9PK1euJIFAQNu3b6dLly7RlStXqKSkhDw8PMja2pq6detG\nPXr0IJFIRIGBgZSSkkIhISGkoaEhdSzXr18nExMTqlu3Lquxh4SEkIuLC2lrayukBUATJ06kp0+f\n0unTp0ldXV0q3Zs3b2jSpEl08uRJIiJycHCgfv360ZgxY1j1affu3bR27VoKDQ0lHo/Hiqe4uJia\nNWtGM2fOpBkzZrDiuXr1Ktna2tLYsWMpODiYFQ8R0bNnz6TKFFkoLy+nzMxM1p4uaWlpdP36dfLw\n8KCffvpJcv6b3BaVlJR2EVEvIsoAwPvitylEtJKIGgP49Oe5GUQ0nIhERDQRQKSM6+JrPiZZWVkU\nGRlJ58+fp4SEBBIIBOTq6kpOTk5ShYNQKKQzZ87Qnj17qKCggIYOHUoDBgygBg0a1KAtLy+nyMhI\n2rVrF92+fZsYhqFevXrR7NmzqW3btkT02S9606ZNdODAAXJzcyNTU1PKyMig+Ph4icCvV68eaWtr\nU/v27alVq1bVDl1dXWrSpAmFhYWRqakpVVRUUFxcHMXFxVF8fDwVFhZSx44dJQLe2NiYGjVqVKOv\nFRUVlJWVRenp6TKPoqIiIiKqU6cONWvWTOoH4PXr15SQkEC+vr7VXMOePXtGe/fuJWdnZ7KwsKCK\nigrKy8ujvLw8Sk9PpwkTJhCPxyNra2uyt7cnQ0NDqc8rLCxM8jGujAMAQEeOHKHFixfThAkTaMSI\nERqYdv0AACAASURBVArdSPPz82ny5MmUm5tLW7ZsYSV42KJSaL948YJevnxJL168oBcvXtCrV68o\nNzeXSkpKqLy8nExMTKhfv34UEhJC69evp4SEBHJwcCBdXV2516+oqCB/f3+6fv06zZ8/n4KCgmjl\nypU0YcIEUlNTozNnzkhiDN6/f0/Tpk2jn3/+mRYuXEhERP379ycnJyfy8vKiQYMGUffu3WnmzJmc\n/L//SkRHR5O9vT1ZWlrSpUuXFH40KuNJOnfuTL/88gvrdg4ePEiDBw+mGTNm0JIlS1jzNWvWjGrV\nqkXv379nRf/48WPq168fbdiwgZydnVm383eguLi4xv39JrdFIrImIiOqUiT6z/Mt6XMR6NdE1OjP\nc53oc03RWvS5DinrmqJfA7FYjLt372LhwoWwtraGlZUV5s+fj9jYWKlb9LS0NCxfvhzGxsbw8vJC\nZGSkzK18cXExDh06hC5duqBevXpo3749goODJfRVdezr16+X6NjLy8tx4sQJ9OrVCwKBAP7+/tiy\nZQuCgoIwatQouLi4wNjYGFpaWlBSUkLv3r1x+fJlydZNJBIhKSkJ+/fvh7+/v8QN8rfffsPSpUtx\n8eJFZGdnc7pPRUVFePXqFW7duoVjx45h8+bNmDNnDnx9fWFubi5JPzx58mRWW3SRSPSX6A4LCgow\nZcoUdO3aFffv32eVJzsiIkKiRwbYG30rVW23bt1CSEgIZs+ejQEDBsDMzAx8Ph8ODg4YO3YsVq9e\njS1btmD06NEwMDDAyJEjcf36dUk70dHRGDhwYI3rV6ao1dPTg5WVVQ01gUgkwogRI9C4cWMcOXIE\ntWvXBhFh3rx5Eprjx4+DiNCoUaNqqhShUAg7Ozu0aNFCbkm8L7F//344OjrCwMAAf/zxRzU70MGD\nB6vlqGeLynzuEyZM4DwPueLq1atwdHTE8ePHOfFpa2uDiFinzMjLy4O6uvpflofmr8T48eP/eh06\nEelKEehHiMjwC4EeSETTq9CcJ6IuMq4JV1dXzJw5E7NmzZJ6hIeHc9I15+TkICwsDL///jsMDAzg\n4eGBoKCgGu5aDMMgNjYWY8aMgaGhIWbNmiXRS798+bKGnrygoADLly9H69atoa6uDmdnZ9y9e1fy\n28SJE2sIduCzi9qqVatgYmKCgQMH4uLFixCJRCgrK8OYMWOwdetW3Lp1S+ELJRaLERUVhXXr1mHy\n5MmwsbEBj8eDh4cHFi9ejAsXLkgNv7516xYePnwo14shJiYG165dkwjyo0ePIi4ujrW3S1paGg4e\nPIhr167h5cuXrIzH8fHxuHbtmkQf/OjRI3Tt2hW1a9eWaZw7e/Ysbty4IbEFDB06FP3798e4ceOk\n2jDy8vKkCu0xY8Zg9erVOH36NJKSkqrx3rhxA127doWrqysOHTpUYywMw6Bbt27VXNV27doFGxsb\nmJqaolOnTnBzc5NajaqwsBCWlpYgItStWxe2trYgInTv3h0AcOrUKfB4PPTo0QPXrl2rxnvr1i0Y\nGxvD1dUVQUFBCu8v8NkgyuPxJG6VXwqFiRMnomXLlhAIBKhXrx7s7OxY6XczMzMlniBisZh1ZaBK\niEQiTq6OkZGRmDJlCqc2dHR0UK9ePdaVxC5cuAAiwq5du2qUe5OHkJAQTqH/hYWFNcL4FcHAwKBG\ntS15Ap2VDl1JSUmXiM7gT5WLkpJSbyKyATBZSUnp/7H31WFVZe3b9wEpBZEyQBQFW0FCaVERg4OB\nXVgjgg7qYI0tjjEGdgdgjI1YHEQJCwPFAKUERVKkJA959vP9wbA/kNrHmPF9f+99Xes619l7rb3W\nrmev9cT9JAAwJKIcHo+3D8BjIjr7d73jAPyIyKeOY9bo2NLSskaUnEgkQmhoKEJCQmBoaAg+n18r\nBLh9+/bo3LlznWNmGAY3btzA6tWr8eHDB7Ro0QLDhw+HsbExbG1toaamBqAymvLatWs4ceIESkpK\n0KVLF4SEhMDZ2Rlz5sypFaqbnJyM1atX4+rVq5CWlsaECRNQVFSE6OhodO/eHWFhYZg9ezYcHR1Z\n3SIRISwsDJ6ennj48CGsra3x4sULKCgoYPny5bCwsGj0Hjx+/Bhr1qwBwzBwcHDA6NGjWVVPlcom\nKysL2traMDQ0hKGhIVJSUnD//n28efOG1df26dMHffv2RceOHWvpookI27dvR0xMDGJjY1FYWIhW\nrVqha9euNUqbNm3YtikpKThz5gxSU1ORmpqKtLQ0lJSUgMfjoWXLltDQ0KhVPnz4gKCgILx+/Rqf\nP3+GpqYmCgsLkZ6ejo8fP8LX17dWtJ6npyeeP3+OuLg4fPr0CVJSUsjMzERSUhIsLS3x559/onPn\nzlBVVQWPx0NJSQlu376NTp06oWPHjpxCrlNTUyEhIVEvRYRAIICPjw88PDzYbS9fvoS6ujpatWqF\nd+/e1bquSUlJEAgE8PX1xdOnT1FWVoaOHTvi1q1bcHJygr+/P6ysrKCkpIQ9e/agWbNmtZbYQqEQ\nFRUVaNq0KSZMmACGYXD58uUGVS7v3r1Dy5Yt8erVK1haWtbaHx4ejg0bNiAwMBAaGhqIjo6Gubk5\nHjx40Oh1AiqflcmTJyMqKgrh4eGc2gDA4sWLsXHjxnr17l9CJBIBQK3w94bg5OSEN2/eYNGiReDz\n+Y1GZ+/fvx/r1q2DlZUV5syZUy8Fw5cQN5RfKBQiKSlJLL17cXFxrWv1zaH/1QU6j8eTA3AHgA0R\nFXyLQF+3bh2ys7Px9u1b3LlzB9nZ2bWMPEVFRQgODoZAIMC7d+/Y7bm5uZCWlsbDhw8bHX9+fj7O\nnTuHI0eO4O3btygrK4OFhQUcHBwwZMgQqKurA6gUTqdOncKFCxcgISGBvLw8LFu2DL/88kstPhMi\nws2bN7F+/XpERUVBVVUVqqqqkJCQgK6uLkJDQ2sJdqDyBl29ehUnTpxATk4OJCQkIC0tjRUrVmDY\nsGGNGvwSExPx119/wdvbGz169MD06dMxcOBASEpKgmEYvH//ntXHP3/+HBkZGejQoQN69OiBZs2a\nobCwEDExMXj37h3U1dXRt29fVsh/qZcmImRmZiImJoYt0dHRSEtLg5ycHDp37lxD0Ovo6LDGG6FQ\niNTUVOTn57PCvkrgp6amIisrizUSKisrIyMjA1FRUWjbti0qKiqgpKSEnj17QldXly3Vw9FLS0vx\n7NkzXLhwAcHBwVBVVYWUlBSysrIgIyMDbW1t6OjooFOnTmxhGAbKysqscCgpKeFMxcAwDMzMzHDw\n4EF069atXoEkEonw5MkTCAQCBAQEQFlZmeUD+vDhA/T09PD582doaWnh999/x8WLFzFz5kxs2LCh\ncoZVz/1/8OABdu7cCV9fX9jY2EBPTw+bN2/+KkqI6qiiUjh16hT7LHHF3bt34ezsjJiYGM5tcnJy\n0KJFix+q/1+4cCGeP3+OvLw8+Pj4oFOnTg3WJyIYGhoiNTUV69ev52y0/adw9+5d3L17l/2/fv36\n7yrQewIIBCAEwEOlLj0VQF9UGkNBRFv+bucPYB0RhdZxTKred4sWLdiZdH2o/rJcvXoV3bp1w+XL\nlxsdfxVKS0uxcOFCxMfH4/Pnz+jZsycrdAYOHIhhw4bBzMwMTZo0waNHj3D06FHcunULQCVR0G+/\n/VbnTCErKwu7d++Gl5cXSktLAQCqqqowNTXF8+fP4ejoCEdHx1rCIykpCadOncKZM2dYkqM1a9Zg\n/PjxaNKkSYPnQkQIDQ3FyZMn8fDhQ9ja2mL69Ono1q1brXoJCQk1DK/p6elo3749OnXqBDk5OeTn\n5yMmJgYZGRno1KkTK+QNDQ3r9dgRCoWIi4urIezj4+NRUVGBdu3aoXPnzjh16hScnZ2xYMGCer1Z\nhEIh0tLSsHPnTjx//hz6+vqs8fHDhw+IiIhgy6dPn9CmTRt0794dBgYG0NXVRbdu3VBQUIBnz57B\n0NAQRUVFyMnJwdu3bxEfH4+EhAQkJSUhNTUVnz59Qn5+Plq3bo2ePXtCWloasrKymD9/PnR0dCAU\nClFcXMyW6v+rCLH09PRw9OhRmJmZwdraGrNmzYKcnBxu3boFX19fvHr1CsbGxuDz+Rg0aBAUFBSQ\nkpKCq1evokWLFpg8eTI2bNiAbdu2QUZGBtHR0UhNTYWXlxfWr19fpwEcAHbt2oWlS5di0aJF2LJl\nC+bNm8eSztUn1IVCIT59+lQvd01dKC8vR5MmTTh/KPbu3Yu5c+c2SOD2LaioqMDdu3dx48YNGBkZ\nwcHBodE2S5YsgZ+fH6Kjo3H79m3Y2Ng02qZr166Ii4vDsmXL8Oeff3IeX1lZWQ0PlO+N8vJyhIWF\nwdTUlN32PWboWqgU6LVcGf6eoRsQ0Wcej9cdwBkAxgA0AAQA6ER1dPKlQG/VqhWmTZuGUaNGwcTE\npJbgDAwMxMSJE9G2bVt2xmNsbCzWUqw+FBQUIDg4GP7+/ggMDESPHj1ga2uLYcOGQVlZGSdPnsS2\nbduQk5MDBwcHbNmyhV1JiEQiBAYGYsiQIWAYBgEBAXB3d0dUVBRyc3MhJycHAwMDpKWlwcnJCY6O\njigqKsKrV69gbW0NoHL29+DBAxw4cAD37t2DhIQEFixYAFdXV/Yj8OTJEzRv3hzdu3evNf6SkhLc\nuHEDp06dQk5ODiZPnoyJEyfi5s2b6NOnD7p06VKjPhEhMTGxhpBPS0tD27ZtkZqaipYtWyIzMxNF\nRUVQUFCArq4uK+Tv3LmDoUOHsm5k0dHROHDgADp16gQdHR107NgRTZo0wc2bN7Fq1Spoa2tDT08P\n69evZ71oTp8+DV9fX0hJSbGlSZMmkJGRqbGterly5Qo+ffqEkpIS5OXloaioiP3o8Xg8FBcXQ0VF\nBT179kS7du0gISGBBw8egGEYtpSWliI/Px/NmzeHrKwssrKyUFJSgqZNm6JDhw5QUlJCdnY21NTU\n0KZNG6irq0NRURHS0tLYv38/FixYAJFIhFOnTmHChAkYP348PDw88PjxYwwZMgR8Ph8GBgbs7JOI\nsHjxYuzatQsmJia4e/cuioqKoK2tDaFQiKtXr2LXrl0ICAjA8ePH8csvv7DtIiIicPXqVcyePRux\nsbHw9PTErFmzYG5uDhkZGdZ1kGEYbNmyBU2bNq0x6z1z5gzu3r2L06dPw9zcHL/88gvs7e0bVHVs\n3LgRUlJSuHHjBnbs2AFjY+MG35vPnz9jy5YtiIuLw7Bhwzh5K1Wxpo4cOZLTu0tEsLOzg4KCAs6d\nO8fpQ7N9+3Z4eXkhNzcX7u7umDx5coP1S0pK8PvvvyM4OBje3t613pf6cPLkSQwfPrzej/CXyMjI\nQGhoKIYPH86pPlC5MsvLy4OdnR277VvdFs8C6A9ABcAnVM64vartfw/AiGq6Lf4CoBxiuC2Gh4fj\n4sWLEAgESElJwbBhw7Bnzx72Ym3btg13797FwYMHOTOvfQ1yc3MRFxeHkJAQ+Pv7IysrCwMGDMDQ\noUMhEAhw9+5dxMbGwszMDOvWrYOpqSlGjRqFWbNmYfTo0exxkpKScOzYMZw6dQr5+fmoqKhA69at\nUVZWhtmzZ+PWrVtwdnbG1KlTa/RfUFAALy8v7Nq1C1lZWRg+fDh2796NT58+YebMmZgzZw4cHR3r\nfbA/ffqEs2fP4vz585CWlkZOTg709PTg5uZWr70B+P9C/uzZs7h79y4ePnwIoVCIpk2bok+fPujQ\noQMKCgrg5+eHkpISTJo0CevXr0ebNm3w8uVLxMfHsy5/CQkJKCkpYV03q4S9jo4OOnTogFu3bkEk\nEqFr166sT3x9pWp/VlYWiAgSEhKIjIyEt7c3Bg0ahCFDhkBZWRmXL1+GpqYm2rVrh/Hjx0NJSQkZ\nGRmQk5ODnJwcZGRkIBQKa+ink5OToa6uzgqW7OxsPHv2DJGRkYiMjER0dDSEQiF4PB54PB4yMjKw\nePFiODs7s1TB1WdoQqEQL168gJmZGXg8Hs6dO4etW7eCx+PBz88PEhISGDduHCZNmgQjIyOUlJTA\n0dERbdq0wZ07d8Dj8ZCUlIQRI0YgPDwc+/fvx6+//sr69Ndl81i2bBlu376NxYsXY9q0aey+zMxM\nPH78GKtWrYKxsTFMTExgbW3d4Gz9xYsXOHjwIGsjcHR0xNatW6GkpFRn/ZKSEggEAkybNg1CoRBm\nZmY4fPhwvS6sQOV7sWvXLty5cwezZs3CzJkz6/Wlr0JGRgYUFBQ4690DAgLg5eUFJSUl7Nu3r9GP\nzNOnT3Hq1ClkZmbiwoULnPr4Woird68LPy3bYn1ISkoiIyOjGhFSCQkJNH36dFJTU6MePXrQsmXL\n/hHehcLCQhIIBOTi4kLS0tIkJydHK1euJDs7O1JTU6OOHTvSqlWrqEePHvTmzZta7UtLS+nChQtk\nYGBAioqKpK6uTqqqqqSoqEiampq0efPmevt++fIlDRo0iGRlZcnQ0JCuX79Ojo6ONHbsWE7W9fDw\ncHJ1dSUtLS1SV1cnW1vbevNpVodIJCJvb28KCgqix48fk4+PD23atIns7OxIQ0ODdHV1yd7enjQ1\nNencuXN1ei186Sa4Zs0amjRpEhkbG5OmpiYBoIEDB5K/v7/YLpAZGRlfxT/CBQzD0NGjR2nWrFk0\nePBgcnBwoG7dupGLiwupqqqSkZFRLZe9U6dOkaWlJcnJydGVK1coLS2Nxo4dS9OnT6fPnz9TVlYW\nhYeHk56eHutJcubMGTIxMaGUlBTWva6kpISWLl1KnTt3pmnTpnG6LgEBASQnJ0caGhq1vLO+xrU0\nOTmZUlNTOUc/FxQUUHR0NL1//55SU1M587vk5uaSu7s76erq0pIlSygxMZE+ffrEOTNRQ7h27RrZ\n2tpyTi594MABUlZWJjc3t2/u+0fg/fv3Nbxj8LOG/jeEffv2kZKSEvXu3ZtWr15Njx8/JpFIxCaP\nnjNnTi2Co8ZQxZxXvXAVDOnp6bRv3z46dOgQHT16lJ4/f07v3r2jyZMnU+fOnalr166koKBAR48e\nrdd1LzIykuzt7alp06ako6NDPXv2JAkJCdLQ0CCBQFDvWIqLi2nRokXUokULatmyJY0ZM4Z69OhB\nISEhnMZeXl5ON27cICsrK5KXlycDA4NarlDi4OPHj+Ti4kKysrLUvn17mjdvHue0gUREBw8epC1b\ntpCPjw89efLkuwjnxMTEOvtnGIZKS0spLy+PPn36RImJiRQbG0sbN26ksWPH0uHDhyk+Pp4YhqGS\nkhI6ffo06evrEwDavHkztW7dmtq1a1cv3cLbt2/JxsaG5OTkaMWKFTRw4EDq1atXDZe569evk76+\nPsXExBDDMLRp06YapF9Elex9xsbGtHPnTsrOzq73GdqzZw+dOHGiBgNfamoqzZs3rwZb4tcIc3Hb\nfC2XSXUq6fLycrpw4QKZm5uTsbExDRgw4JsSqBNVcviYmprS/fv3OdWvIr5bsWKFWP3URS3yvREU\nFETq6uo1npWfVqA35vhfXl5O9+7do2XLlpGWllaNBzY+Pp7k5eXJzs6ODh06RElJSY1enCpuhKoi\nKSlJCgoKNGrUKDp27JhYPqhVyMnJoY0bN9LEiROpS5cu7Ax2zpw59Pjx4zof+ICAABo3bhzJy8uT\nlpYWaWhokIyMDLVp04bGjBlDV65cqTXrPXLkCOXl5dGpU6eoQ4cOpKSkRC1atKDJkyfXOZtiGKZO\nbors7GxasGABNW/enNTV1WnHjh3szK6kpIRGjhxJBw8eJA8PjwbPu4qv5OnTp2RmZkYGBgZkaWnJ\niR50586dNGDAAFq8eDF16tSJNm/e3ChPz9ixY6l3796kr6/P+oqPHz+eZs+eTYsWLSJTU1PS1tam\ntWvXUmxsLKWnp7P1jY2NycrKioYMGUIjR46kCRMmUP/+/UlSUpJsbGzo2LFjVFBQQN7e3rRy5UqK\ni4sjHx8f+vjxI/F4vAbTprm5udHNmzdpyJAhBICMjY1ZZkOGYWj79u1kbW3Nzujz8vJo7dq17EdM\nJBLRnj17qE+fPhQREVFnH8+ePSN9fX3S19dng2Y0NTXJ09OzxnNSnVGxigaaq8BhGIYmTJhQ5yqz\nPixevLhGgnUuMQgXLlwgFRWVWkFkQqGQvSddu3atkVR95cqVYnHAvHnzhgwMDDj7yMfExJC2tjan\n1Wt1VFF7c8WnT5/o0qVLYvURFxfHxh5U3cufVqDr6upyfoB27NhBrVq1oj59+rDF0NCQDAwMyNDQ\nkFRUVMjS0rLRoIX4+Hjas2cPDR48mOTl5cnFxYVOnz5NEyZMICUlJTIwMKA1a9ZQaGgopwCIiooK\n6tGjB7169YoiIiKoc+fO1LFjR9q3bx/x+XzS19enP//8k1JTU6m0tJQyMjLo/v375OTkRCKRiLZt\n20YqKirUtGlTUlNTIwUFBVJQUKAuXbrQ4sWL6dmzZ8QwDLm4uLDRhwzDUFBQEJmYmFCLFi1IVlaW\nnJycaqmg7O3t6fnz53WOm2EY8vT0JE1NTVJSUqJx48bRnTt3aO/evdShQwcCQO7u7pzuTWZmJvXp\n04e6d+9OlpaWnJIEZGRkkKenJ0lISFDLli1p6NChnJKAMAxDhYWF9PHjR4qNjaWwsDAKDg6mwYMH\nU//+/Wnt2rUUFBTUqCCLjo6uMxir+gvq7+9PR44coQcPHjT44l65coVkZGRIQ0ODFdSlpaU0a9Ys\nmj17dr1qhNTUVBo6dCi5urpypns9f/48PX36VGwe8sbAMAwlJSVRaGhoo3WTkpLo0KFD1LlzZ3Jz\nc6NVq1Y1yG1fHZ6enmRubk5qamp0586dWscuLy+nDx8+1JALAQEB1Ldv3wYpgL+Erq4uEVU+m1zU\nQL179+Z87H8aDMOQt7c3eXp6EtFPLNCjoqJIT0+PHj582OhJFRYWUmhoaI1y7do1cnZ2prZt27JZ\nzsVZvvv5+VH37t3pxYsXxDAMuyJYunQpde/enVq2bEmzZs2qk2GxCk+ePCElJSXq378/EVUKeAsL\nC1JWViZlZWWaNm0aHTlyhPr160dDhw4lDQ0Nunv3Lunq6rJCQiQSkYeHBzVv3pwkJCRITU2NdHR0\naP/+/TR58mTS09OjkSNH0vz582sJlmfPnpGFhQXJyMhQ586dydzcnA4fPky5ubkUGBhIs2bNavAa\nMAxDfn5+1LNnT+rYsSNJSkqSmpoazZ8/n2bMmEFXrlzhfD3FRV0qr7i4ONqzZw8tWbKkRtm6dStF\nRETUK1i/h9omKyuL9u3bx/6/ffs2mZqa1thWHQUFBeTk5EQtW7ak3bt3s2qZrKwsGjhwIO3cubPe\n8V6+fJl0dXVrRWeWlZXRq1evyNPT85uTonxvHDt2jPT09EhFRYWmTJlCc+fOJXNzc1JQUGCjWPfs\n2UP79u1jS32qvYqKCpaxkwtu3rxJJiYmlJ2d3eis+NOnT2RjY0MFBQVkZmbWaKazq1evkoGBwXf/\nSH4PpKSk0MiRI0lOTo5d5TUk0P/1nKLJycmwt7fHH3/8AVtb2wbbVFRU1OmfTUR4/fo13rx506iL\nUnUIhUKsXr0aN27cgFAoZN0hra2tIS8vj4SEBNjY2LBEWvVh4sSJSE9Px927d8EwDH777Tfs27cP\nHTp0QHZ2NoYPH44TJ05g9erVOHjwIIqLi9GlSxf4+PjU8DwRiURYuHAhjh8/DnV1daiqqmLBggUY\nOnQoLl68iA0bNkBDQwMjR47EhAkT2LZElT7pEyZMgFAoxKBBg/D27Vt07doVT58+xY0bNxqNTmMY\nBlZWVggJCYGKigosLCywevXqRnOQCgQCCASCGtu0tLRq5RVtCGVlZQgJCYGvry8KCgrA5/NreeRU\nRVyKRCI2abe4Sal79uxZi0jrw4cPuHLlCq5cuQIJCQlYWlpiw4YNeP78OUxNTaGuro7Y2FhIS0vD\nyckJDx8+RFlZGYYPH447d+6gefPmsLGxwerVqwFUkppV+Zrz+fxaYyguLoaLiwsKCgpw+PDhGi5v\nYWFh6NevH4qLi7Fv3z64uLgAAOtb36ZNmzqf/7oSNf8I/+guXbpg06ZNsLe3B4/Hw+TJk9GuXTu4\nubn9kAThVSCqDLjy9fXF5s2bYW1tjQ0bNtRbPzg4GNeuXUNMTAwSExMbDXxq27YtOnXqhIsXL7IR\n5Fzw7t07tGnThvO5ExEuXrwIfX39Bj3OqsPPzw8jRoyAk5MTDhw4AOAnThLt5+eHPn36gMfjwd7e\nHo6OjrCxsUHr1q1r1S8qKsKAAQOwY8eOOkOZ60JgYCAsLCw4RQO+ffuWFU6hoaEwMzODnZ0d1q1b\nh9u3b9cr2FJSUvDnn38iIyMDly5dAlB54w4dOoRDhw7h1atXSE5ORrNmzdiH5dChQ3j58iV69OiB\nBQsW1BJ8/v7+cHJygpSUFNq2bYvw8HC0bt0aDMPg6dOnOH/+PG7cuIGsrCyMHj0aKSkpmD59OgwM\nDLBp0ybs378fioqKkJWVRU5ODlJTU/H7779jzpw5DbqtXblyBQoKCvj8+TMAYOzYsY0KZR0dnRoR\nvF+Cx+NhwIABDd4DCQkJ9O3bF3w+H/r6+vX2SUSIiYmBr68vQkJCUFFR0eDYqiMlJQUGBgbw8mI9\nbsEwDIYNG4bbt29jzZo1mDVrFioqKqCtrY25c+eisLAQurq6EIlEuHbtGkpLS5GTkwMzMzNkZGTA\nw8MDaWlpMDU1BY/HQ0BAAJYuXYrTp0/X67pXlXSaz+ez51lRUQEvLy82KfDs2bPh5OTEtomMjMTy\n5cuRlpYGkUgEBQWFGgyekpKS8Pb2xsKFCzFs2DBISEjgjz/+wPv37+Hu7g5VVdVGr8/Jkydx4sQJ\nHDt2rFZy7Sqoq6tj/vz5iIuLg5+fH5SUlHD+/Hno6elxvg/ioqKiAs7Ozjh+/DiEQiFsbGzw6NEj\nBAcHY8CAAXW2yc3NxYMHDzB9+nT0798fPj61AtVrQFJSEiNGjMD58+fFcikMCwvjlHS9OqoCWDP3\n4gAAIABJREFUnbhOdvLz8/Hq1Suoq6tDW1ubdaGtT6D/qyoXHo/HGjoLCwvJ1taW2rdvX69xKDEx\nkaysrGj9+vWcjD3l5eVfZYXPy8sjb29vmjFjBsnIyDSYi7GwsJD09PTqVE3ExsbWuWzesGEDOTo6\nUqdOnerVNz979ox69uzJEjrJycmRqqoq9evXj3r06EGPHj2i7Oxs2r9/P5vpZuvWrSQSiSg8PJx6\n9epFLVq0IAUFBQJAkyZNokGDBtHAgQPp5MmTdRohxdFRNgSGYej169f0559/koGBQZ3shP8EioqK\n6Pr16+Tk5ETq6uq0evVqdl96ejqNHDmS5syZQ4sWLWKX2wzD0JgxY0hHR4dUVVVJVVWVdu3aRdnZ\n2SQQCEhfX592795da3l+4MAB6tevn1jGO5FIROfPnyd9fX1auXIlff78mZMhLz8/nyIjI+nmzZt0\n5MgRmj59OgEgBQUFmj59OqWnp7N6V11dXfLy8qL79+83qFLw9fUlAA0SxdnZ2ZGRkRHt2bOH4uPj\nOZ/nt6K6J1RycjLNmDGDzM3NG3y37969SxMnTmw0GQzDMNS6dWuytrYWm2hs9uzZYtWv3qc4TJVl\nZWW0ceNGVkWFn1WHbmZmRh06dGDpWLdt20YyMjLUr1+/BnWla9asoYEDB1JycjLni/KjcPz4ceLx\neLRs2TLObbZu3Upz584lAA1avaOiolh9eqtWrcje3p5Gjx5NAEhaWpo8PDzo48ePdPPmTbp8+TKd\nPn2aNYz6+PiQlJQU8Xg8atKkCQGgHTt2UEJCArm5uZGuri7Nnj2bHj58+EPTaN27d49at25N27dv\np+jo6B/aV3UcPnyYFBQUqH///rR9+3aKiopi+64SdAKBgIgqX7D379/Tli1bqE2bNqSiokIAqH37\n9pScnExlZWXk5uZGFhYWtTwhysvLycXFhaZMmcLZsFlltzA2Nqb58+c3OGHggoSEBEpISKjz2ubl\n5dHcuXNJWlqaFi1a1OCYBg8e/I/dH3ERFRVFS5YsITc3N9q+fTtdv369Qa+0IUOG1DsxrI5bt25R\nVFQUDRw4UKzxPH78mHg8HifvuipU3fd+/frVychZF8LDw8nAwIAGDx7MbvtpBXpFRQW5u7tTUFAQ\nO9i0tDRavHhxLepLhmFq+N4GBweTrq7ud8+F+PLlS7FesOTkZNLR0RErefOWLVvoxIkTNGDAALp2\n7Vq99ZKSkmjatGkkKSlJbdu2pZCQEHJ0dCShUEgJCQn06NGjemlut23bRgDIysqKdHR06OrVqxQS\nEsJa/EUiEQUHB5ODgwPriZOcnNygAbguPH78uMEgFIZh6MaNG+Tk5EQaGhrUsWNH+uOPP8TqoyGU\nl5fT/fv3ac2aNeTq6sqWHj161MolmpOTQ1OmTKGJEydSdnY2JSQk0LZt28jU1JSGDBlCfD6f1NXV\nafLkybR9+3Z6//49vXnzhkxNTWnTpk11Gl6nTp1KmzZt4iwIi4uLacCAATR9+nTOL3VKSgp5eHiQ\nn58fvXr1ijIyMqioqIi2bt1aKyN8FSIjI1l/7qCgIBoxYgTJy8vT7t276+3n6tWrYhkGS0tL6fHj\nx5zrE1UGFImbfvHw4cNkYWFBUlJSpK2tTb6+vg3Wf/v2LY0aNYrTsT08PGj69OlkaWkpVt7ghQsX\nUqtWrcTip09MTKRmzZrRypUr6/U+qw6GYdik4tXl3E8r0KtQlxX6y5cnPT2d9PT0ajwMmZmZZGdn\nRwsWLCB3d/fvMrs4efIkOTk5cQpu+PDhA+nr69PWrVvZhAtc0LdvX9Zfui7XrS/x7t07atKkCV24\ncIE0NDQ4JT1+/vw58Xg8ysvLo8LCwgY9CvLy8ujo0aPUtWtX0tTUpEuXLlF8fDy9fPmy0X5iYmI4\ne5hU+a3Lyspyqt8QfHx8aNKkSaSsrEz6+vq0YsUK2rFjR41SXd3l7+9Purq6tG/fPlaIDx48mI4d\nO0ZRUVHk7OxM5ubmrICqqKig7du3U9++fetNZExEXxUEI86sjqjSvXHv3r20fPlymjZtGtnY2JC+\nvj5JSEiQlJQUTZo0qdbKwcfHh3r37k2urq5sf2VlZfTw4cM6VxIMw9CiRYvI2NiYBAIBp3cpIyOD\nJkyYQBYWFnTp0iUqLy9vlNv/2LFjDX5U6sKbN28oOzubPDw8OK+CGvNsqUKVqmnPnj1ijWnx4sVk\naGgotsx5+fIlubm50dKlSznVZxiG7t27VyOpzE8v0LnizJkztQJpRCIR8fl8AlCve9n3hEgkonfv\n3tGjR49IT0+P9VfnGpRUWFhI6urqtGbNGsrLy+OcaFdOTo6Cg4MJAO3fv7/RNikpKaStrc1pTFUo\nKSmhTZs20e+//046OjokKyvbaICRuBAKhWILdIZh2Jldbm4uJSQkkKysLB09epQV2tnZ2XXaVQoK\nCmjKlCnUrVs3MjQ0JBsbGzp69ChlZmZScXExbd26lfT09OjixYvsvYiLiyMrKytauXIl5xD4Fy9e\n0M6dO2n16tW0bNmyemfO3wsJCQlsBqu6/OmJKj9KFy9eJFNTU5o2bRqn5ApVFBv9+/fnHE2ckJBA\nrq6upKenR1ZWVrRjx44Gn2tx7Aw/GmFhYaShoUGLFy8Wa3VibGxMMjIy9OjRI85tKioqaN68eQSA\n/P39OberCkarehb/awQ6wzA0depUMjQ0ZB9ihmEoLCyMXF1dqX379mwmoe+JjIwMOnnyJI0fP54U\nFRXJ0NCQ5OTkOIfeV0dubi5JSUmRgoIC51lEXl4eNWvWjBiGoZEjR9LZs2cbbbNz507S19fntLSr\njqps7n/++SeNGzeOrK2tae/evd/koysSiSg0NJTWrFlDBgYG1LVr10bbFBUV0Y0bN8jZ2Zk0NTWp\nWbNm1Lx5c7YYGRkRUeVK7tWrVzRw4ECSkJCgVq1a0ZYtWyguLo5+/fVXatasGXXv3p2OHDlSI4Lz\n4sWLpKenR1u2bGFnfQzD0MGDB8nAwICePHnC+fxevHhBs2fPJgDUtWvXf4RjSBxUBaINHTqU+Hw+\n3bt3r9GJRBVNBZ/P57RSI6rMPFWVWm/evHk/jG8nOjqarl+/3mh0MReUlJRQREQE2dnZidXOyMiI\nrKysOH/wiSrVbSYmJtS6dWvOY/fz8yNNTc0aBv3/CoFeUVFBM2bMoClTphAAOnToUJ11qudijIqK\nanC5/CUYhiFra2vS09NjS7du3ah58+Zkb29Px48fp8GDBxOPx6MJEyaIHSpMVJnmTFtbm4YMGcK5\nzaxZs0hCQoJOnz5NsbGxNWwO9cHZ2ZkAiBW8IRQK6dy5c1RWVvbVArysrKzBqEEA1KNHjxrX+Mui\nq6tLCgoKZGVlRdu2bWMNmgzDUHx8PJ07d45cXV3JwsKCevfuTVOnTqXp06eThYUFubq6kpmZGVlY\nWFC3bt3o2bNnNcYXGhpKVlZW5OzsXGum6OHhQQsXLhTLjvDrr7/S2LFjydfXl7Zv3845dV8VEhIS\naNCgQbRp0yax+HAaQnZ2dr3Bei9fvqTJkyeThYUF+fj4UEhICOXm5lJZWRldv369lvAODQ0lGxsb\nmjhxYo13i6hS5enh4VFjzCUlJRQbG0s3b96sM/I3KCiItm/f3qj3SXW4ubmRtbU19e/fnywtLcnQ\n0JB1DHBwcKC0tDTOx6oPLi4unCdYREQtW7akPn36iNVHUVERqamp0YkTJzi3uX//PrVr166GBqAh\ngf6vBxZxRW5uLlasWIHPnz9DT08PwcHBCAgIaLBNfHw8xo4di8uXL0NbW5tTPy9evMCVK1fYZAW9\nevXC3bt3oaysDCKChYUFzMzMsH37ds5jr449e/bg2rVraNu2LU6dOsWpzd69e7Fw4UJs3LgRq1at\nqjOQ5Etcv34djo6OcHV1xfLlyzn1U1ZWhlmzZiEnJwdjxoxh+bnFAcMwtc5LWVmZzWrPFVpaWmxW\noqdPn+LZs2dITU2FtrY2m2HJyMgI+fn58Pb2xqVLlyAvL49x48bB3t4eampqlQ/43/6+ycnJWLFi\nBbKysuDu7o6ePXvW6rN6fXHO92uz72RlZeHIkSPw9PQEn8+HQCBAWVkZbGxsalDK8ng86OvrY9iw\nYTWyNtWH1NRUyMvLQ1FRsd46CQkJ2LVrF06fPg1NTU14eHhg9OjRkJeXR1RUVK3rEBQUhLVr16Jn\nz55Yu3YtNDQ0UFhYiFWrViE6OhpHjhzhlEgjKysL165dw9WrV/Hx40cMHToU9vb2MDAwqPfa5+Xl\nsUGFkpKSiI2NxYULF9jcCd8z+xGXZ6CkpAQKCgrQ0dFBaGhovUlgvkRQUBAGDRqE7du3Y8mSJZzH\nlJubi/T0dGhra0NKSurnDSz62r4ZhkFoaCj09fUbDRp6+fIlfvnlF/j5+dUZsNQQUlNT0b9/fxw6\ndAiDBg0CALi6uqJdu3ZwdXUVe9x5eXlwcXGBrq4uPn36BHd3d07twsLCMHjwYLRt2xZPnz7lFChV\nUFCAffv2ITAwECtXrmTH3xiq+LybNWuG2NhYTkEp3wMFBQV4/vw5K7zfvn0LNTU19O3bl02uoaGh\nAaAyatTb2xs+Pj6QlZVlhXhdwq6wsBDbtm2Dn58fNmzYgKFDh35z2ravBVFl4oqqHKORkZEYOHAg\nXFxcYG1tDSJCbGws7t69y2a+AiqDax49eoSgoCB07doVfD6/0UhcWVlZmJubNyjUP378iLVr1+Lt\n27coKSlBz5494enpiSdPntSZ3IKIcPXqVWzatAkDBgzA8uXLoaKigpCQECxcuBAzZszAuHHjIC8v\nD3l5+UavR0FBAW7duoWrV68iIiICVlZWGDVqFPr16/fDMiA1hBcvXrCRvg2huLgYo0aNQklJCe7d\nu8f5+MeOHcOKFSuwY8cOTJ8+nVMbIoKXlxeuXr2K69evA/gP5EP/Xqgykt25c4eMjY3Jx8dHbFXC\nn3/+SSoqKqSnp0crV66kvn37ciat+hL79+8nOTk5mj9/Pjk6OnJud/HiRerWrRstWLCAM8czUeUS\n7+PHj6Srq0uJiYmc28XHx5OzszP9+uuvnNs0hMjISNq1axer/iktLaVnz57RwYMHacaMGWRgYECm\npqY0f/58OnXqFMXExNS6T0lJSbRz504yNzcna2trOnToUIPGtYqKCvL09CRdXV06cODAD9PnNobC\nwkK6fv06zZkzh9q2bUva2tq0YMECun37tlj6V6JKdUZAQAD99ttvZG9v32AZOHAgKSgo0IABA8jd\n3Z2ioqIoOzu7RvnSiFxeXk7+/v6N8oJXVFTQyZMnSU9Pj/744w/Kz8+noqIiWrZsGXXo0IFGjRol\n9ntWWlpKt2/fpnnz5lGvXr3IwcGBLl++TNu3b6+l6uGCsLAwse75rl27SFpamrMrqZ6eHsnJyYlF\nnzt27FhSVVXlXJ9hGFq3bh0BIC8vL3Y7vkWHDsADlZmKIqpt2wYgGsArAJcBNK+2bwWAuL/3D27g\nuJxPTBzExcXR7t27ycbGhqSlpenp06fEMAzNmTOHAJCPj0+D7bds2VIr6rOiooJCQkJoxYoVJCkp\nyYkiti54e3sTj8ejbdu2kbm5Oed2VQa3e/fukZ6eHmdd3/z588nZ2Zn2799PZmZmdPTo0Qbri0Qi\nMjY2pvHjx9OuXbvIz8+vUd/c6tSu9ZVevXqx+vPevXvTtGnTaNy4cbR//366fv062djYUNu2bcnE\nxIS2bdtW5/k5OzvToUOHOHuPpKam0tKlSzknXPieeP/+Pe3bt4+GDh3KCtUdO3awfOj/FKo+Jk5O\nTqSlpUVKSkpsadGiBamqqtLUqVPp/PnzNa4TVxtCQkICaWtrU9u2bcnCwoKeP39OFhYWBIB+//33\nOtv89ddftHjxYlq9enW990YkEtHTp09pxYoVJC0tTU2aNKGdO3dy/kiUl5dT+/btqV+/fpy9z54/\nf06rVq3iVFckEtHo0aOpZ8+eYk2UmjZtSlJSUmLZWeLj42ncuHGc+dC5pKCzAFAI4BQR6f69bRCA\nYCJieDzelr87WFEtp2gfVCaPDgTHnKL1ITU1leVYef/+fYN1CwoKUFpaCltbW/D5fOzfvx/y8vKY\nOnUq1NTUsHz5clRUVCAsLKze5WpOTg5mz54NDQ0NbN++nXNWeC54+PAhjh07BlNTU2zatAlJSUmc\n2p05cwYbN25EVFQUVq9ejU6dOmHGjBmNtqtKsOvl5YXLly+jvLwct2/fxsCBA+s9f4ZhEB0djceP\nH+PRo0d49eoV5OXlYWJiAlNTU5iamtaruiotLUVqaiqSkpKQnJzM/kZGRuLDhw8oKytDRkYG1NTU\noKSkBFlZWWhpaYGIkJSUhD/++APDhw//R1Ui1ROPBwUFQSgUftPxioqKUFRUhGHDhsHOzg42NjYN\nqj3+TVQRngkEAty/fx/6+vrg8/mws7NDt27dON2HlJQUrFu3Dp6enpCWlsaKFSswa9Ys9jnr2LFj\njfoikQgbN26Em5sbjIyMEBAQUG9i+PT0dFy/fh23b99Gfn4+li5dyinhc25uLvbu3Yvs7GxIS0tj\n5cqV9abRqw4Sw4by4sUL7N+/H56enpzq5+fno0WLFtDV1YVAIGDVh1zw4cMHCIVCNp/w90gS3R6V\nSaJ169g3CsAYInLg8XjLUSnct/697yYANyIKraNdnQJdJBLh2bNn8PX1hUAgQFJSEpuAt1evXg1e\ncGlpaXTq1Ik1kqSnp+Py5csQCAR48OABDA0NoaamhvHjxzdIPEVEOHjwIE6fPo0TJ040ylTIFcnJ\nyWAYBlFRUZg5cybS09M5tUtLS8Px48exdu1aZGZmYsiQIZg7dy5SU1PRvn17tGvXDpaWlg2y6z14\n8AATJkxAy5YtISEhgZEjR2LSpElIS0uDr68vBg0aBGNj4zof/JycHFaHGxISgszMTKioqEBRURE8\nHg+FhYUsu5+6ujqUlZXB4/FQVFSEzMxMfPr0Cc2aNYOqqio6deqEUaNGQU9Pj32RMzIyoKqq+lXG\nrbKyMty/fx+BgYEoLCwUq212djYCAgKgoaEBPp/P5if9FkhJSaFz587f1VD3T0AoFOLOnTusfl9S\nUpJlH22MXO3169eIjo5GYmIibt68iZycHKxevRqmpqZo1qxZLYEdGxuLkJAQPHv2DDweD+7u7jVy\nvX6J3NxcmJqaQlFREU+ePPlu51wdIpEIZ8+ehYODA6f6p06dwpkzZ3Dr1q1G6z5//hzZ2dkYN24c\nWrVqhdjYWM4fjpycHFhYWODWrVvQ1NQE8OMF+nUA54joHI/H2wfgMRGd/XvfcQB+RFSL7ozH49HF\nixfZ/0KhEEFBQfD390erVq3Yh8nU1LROylBxUVRUhODgYHZGIi0t3ejxP3z4gEOHDmHevHlYvHhx\nvTchPz8fpaWlnKk3IyIiMGjQICQmJnJOfBseHo7Q0FC8efMGV65cQWlpKSvcq5JV19VPfHw8cnJy\nkJOTg/T0dDx+/BiqqqqIj49HWloaSkpKUFZWBklJSYwaNYo1nlafZefl5UFCQgKtW7eGpqYm2rZt\nCx6Ph+zsbMTGxuL169cAKlkTKyoqwOPxMGrUKFhaWkJPTw+dOnXilOG9LhBVMiy+efOmxvbPnz/j\n1q1brKFw6NChYhtw5eXlYW1tzb4oPwOys7Px8OHDGkbRr4GsrCwsLCw4zUy/BBHhzZs37LsSHh6O\n/v37w97eHjNmzGhUGH38+BEbNmyAv78/lJWVcfv27RofSnE9gwoKCjB16lRcv34dMTEx6NKlS6Nt\n4uLi0KlTJ859rF27FmVlZdiyZQun+suWLcOFCxeQmJjYaN2//voL0dHRiIuLA8Mw8Pb25tQHEWHu\n3Lk4ffo0CgoK2Gv2wwQ6j8dbBcCAiMb8/V8sgd6tWzf2f5s2bTBmzBjw+fxanNXfG1TN2+DVq1do\n6BoUFxcjMDAQsrKymDlzJvh8PgYOHMhe3Hfv3sHS0hIuLi5YsGABJ+u+r68vJkyYgPDw8HqpSr9E\nWFgYnjx5gl69ekFFRQVjx46Fra0tdu7cWW+bU6dOITExEcrKylBRUYGysnKNIicnhwULFuDOnTtQ\nVFTEokWL8PbtW1Zwt2vXDpqamo26v127dg3t2rWDUCjEhQsX4OvrCzk5OSxduhRLly5FcXFxg9f4\nSxARXr16xQqUsrIy9OnTp8ZHoWnTphg4cCBnV76fFdWFp6+vLyIiImBmZlbDbfFrkJeXhydPnrBq\nlOHDh6P6+yYOsrOzcevWLbi4uCA0NJSToMzPz8cvv/yCgIAAdOjQAYGBgWjRogWmT58Oe3t7jBkz\nhlPfjx8/houLC2bOnImsrCw0bdoUy5Yta7BNZmYmNDU1sX//fsyePZtTP5mZmSgtLUXbtm051R8+\nfDhev36N9+/fN/hxIiIcO3YM8+fPx+zZs6Gvr895TEDlx8zDwwPZ2dns879+/fpv83IB0B7VjKJ/\nb5sB4CEAmWrblgP4vdp/fwDG9RyTs2Hg30ZFRQWtW7eOWrduTbKysrR37152X0ZGBo0fP54UFBQo\nMDCQ0/FiYmJIQkKChg4d+lVGMn9/f5KSkiI+n09ExCYetrGxIQcHB9q2bVujnBfR0dHk6+tL0dHR\nYntbNISIiAh69OgRHT9+nGbMmEHq6uqkpKREampqYhUzMzPatGkTvXr16qdlAPxaCIVC8vX1pblz\n51K7du1IS0uLXFxc6ObNm5y5Srj2IxAIaN68eaSgoPBV3iLVYWtrS9ra2rRw4ULOXjoMw9C7d+/Y\nlHLe3t51BgXWh+TkZFJTU6M1a9YQEXE+h48fP9KlS5ca5Zb5WlhbW1P37t0bjQouLi4mBwcHkpOT\no/Hjx9ORI0fE7mv9+vU1zgPfGikKQAvA62r/hwKIBKDyRb3uAF4CkAbQAUA8/l4F1HFMsU/s30Rs\nbCxZWloSAOrZsydrcU9JSSFLS0tSVlaulfi2PkRGRrIJqr29vcUeS3p6Oi1evJiUlZXJzs6OevXq\nRX369KFmzZrR2rVr63yIS0tLKSoqinx8fGjTpk0sDS+Px6OJEyeKTRj1Jao8O4YMGUIKCgpkbW1N\nO3fupNjY2G867n8bbty4USMKNjIy8h/5YBkYGHy1d1YVGIahV69e0caNG8nU1LRGBLU40Zri0l4H\nBQWRi4uLuMMVG58/f+b8HiQkJNDw4cMbrVdSUkKKioo0bdo0WrduHW3evFmsMfn7+5OMjEyNZ6Qh\ngd6ocprH450F0B+ACo/HSwKwDsDKv4V2wN/6tCdENI+Iong83kUAUQDKAcz7ewD/cSgrK8ODBw/Y\nZX9BQQFsbW0xZMgQJCQkwMPDA46OjkhLS0N4eDjmzJmDfv36cTp2TEwMRCIRCgoK4Ofnx2n5+fDh\nQ7i7u+Pdu3do1aoVjIyMMHLkSPz+++/o3Lkzq49v1aoV28bDwwM3btxAYmIimjRpAm1tbXTr1g1d\nu3ZF//79oaSkhKVLl3LSSX6J8vJyPHr0iDVeZ2dnw9bWFo6Ojrh48SLn6Ln/a4iMjISzszO2bdvG\nuc29e/dgYmIiVjadHwEejwc9PT3o6elh1apVyMrKgr+/P3x9fbFkyRJoa2vD0NCwhgqiWbNmGDRo\nEPr3788aVrmqNarQrVs3sXTuRARvb29OGbeq4OfnhzVr1nAOFFJQUEBRUVGj9SQkJJCXl4eoqCgA\n4KxiBSrPQyAQQEtLi/N5/EdGiv5IeHt74/z58wgMDESXLl1YN67evXvXeKhEIhGr0yooKEBGRgZn\negFPT08sWLAADMNAXl4eYWFhjYbGf/z4EUKhEB07dqxxcxsyMEVGRqJp06Zo3759nXVev36NyMhI\nTmOuQkFBAQIDA3H79m1oa2uzxmsjI6Ov8uwoLCzE/fv3kZ+fX2O7jo4ODAwM/uO8RRrD1q1bkZOT\ng61bt3Ju8/79e2hpaX31tSgsLESfPn3w119/wdDQ8KuO0RiqPvBVgqsK2dnZ8Pf3R0REBPr374+x\nY8di2rRpnI8bERGBvn37wsvLC5MmTeLUprCwEDNnzkTfvn2xZMkSTsJQJBIhIyMDbdq04dTH/fv3\n8fr1a/z6668N1hMKhejbty/at2+Pz58/49GjR5yOXx1FRUU1vID+60L/fxSqOBqOHz/Oydh269Yt\nWFtbi+2F4+DggNzcXKxevRq7du1CcnIyWrRoAUdHR5SWlsLa2rpRj43y8nJISEh8tfcIUGnYyc3N\nFcsnVlpaGlZWVrC1teX88H+J9+/fs0bAR48ewcjIqMbKgogQHh6O3NxcNqZg6NChDbq2/afgawT6\n1+DDhw+4fv06BAIBHj16BFNTU1y6dOlf84mvEuxOTk6Ij48Xi4Zj5cqVkJGRwbp1637gCMXDwYMH\nsWfPHkRHRzf4oU1OTsbZs2dx9epVMAyDoKAgTo4TQKUgLy4uriUL/s+G/ouL8vJy0tLSIl1dXVqx\nYgWFhIQ0GNrr6elJenp69TLb1YU7d+6QoqIimZqasqHJIpGIIiMjydXVlaSlpaldu3aN6jtnzZpF\nqqqq5ODgUCvSjyv4fL5YGVe+FmVlZXTnzh1asmQJde3alVq2bEkzZ84kb2/vBo1W8fHxtGfPHjI2\nNqYZM2b88HH+KKSnp5OXlxeNGTOGFBUV6dixYz+0v5KSEpKXl+d0jf9pWFlZfZVhVRz+8H8CVSkk\nq9IY1oePHz9S06ZNycTEhJycnBqtXx0VFRU0YMCAWtHa+G+gz/2nUD3MX1dXl1RUVGjKlCl07ty5\nWtlpSktLycjIiAICAjgff8eOHdS3b1/asGFDLa6JxMREWrt2LTk7O9OUKVNYz4C64OrqWoOSVlJS\nkpMFXSQSUVhYGK1fv55atWpFwcHBnMf+NYiNjSVlZWUyMjKidevW0dOnT8Xm+bh8+TLZ29v/oBH+\nWKxatYpatGhBY8eOJS8vr69KfHHixAlO/NlVHPKOjo5icYb8k2AYhl6+fEkbN24kExNKJGUvAAAg\nAElEQVQTUlRUbHTycvr0abp37x7nPsrKymjDhg1iGZvfvn1Lly9f5tzm2bNntHz58kYTq2dmZhIA\n0tLSosWLF9ebFL4u5OXl0YwZM2o5FjQk0P+ncmkESUlJ8PPzg0AgwL1799C7d28cPHiQpV8VCoVo\n2rQp5+Nt374dK1euRHR0tFgGki9RVlaGDx8+1NimqanZYKDSmjVr4OHhgebNm9eIAqxLx5iSkgI/\nPz88f/4c1e+TtLQ0+vXrh8GDB9cbsl2FxMRE7Nu3DxEREbh9+7Z4J1gNPj4++Ouvv+DjUyuc4aeH\nnZ0dnJycMHz48K8+BlH9IemJiYms4b4qGprP58Pe3p6zTeffxIQJE1jjfF3jTUhIgIWFBUaNGoUD\nBw5wOmZ6ejpcXV0xZswYjB07llObb6FBbgh5eXmYM2cOmjZtivT0dEybNg12dnac4gymTJkCQ0ND\nLFq0qMb2/+nQvxOKi4vxyy+/oH379ti0adNXPQAbNmzA7t27cezYMYwePfoHjLJ+KCoqwsXFheWE\n+BJElVGZvr6+SE5OxpAhQ2Bubl6DyrSwsBCBgYF48OABjIyMMHz4cCxYsIC1I3z8+BF79uyBQCBA\neno6bG1t8euvv6Jv375fPW4fHx9s3ry5BmWxnJwcrKysoKKi8tXH/SdgZ2cHZ2dn2NnZfZfjVVRU\n4PHjx6wNIiMjA8OGDQOfz+f0kf3ZEBERgb1790IgEEBRURF8Ph/z58+HlpYWW+fDhw+YN28eBAKB\nWDw/ubm5P8X1yM/Px6BBg8AwDBQUFLBy5UpOnDQDBgzA06dPkZWVVWOi9j+B/h0REBCA3377DZmZ\nmeyLNGzYME5f3MTERLRp0wb29vY4dOiQ2EkfvhW///47UlJSGqzTrl078Pl8mJiYNGjsFQqFCA4O\nxvz583Hy5EnWZXPt2rV4+vQp3NzcakV3fi3i4+Ph5uZWY6Xw+fNnhISEoFevXrCzs8OIESPQo0eP\nb+7re+N7CPTc3FxWgN++fZu9R3Z2dt/tGv/bYBgGL1++xObNm6GhoYG9e/fW2F9YWAhJSUnOVBl5\neXk/FSmara0tVFRU8Ndff2HdunVwc3NrtM2wYcPg7++PBQsWYM+ePez2hgT6t5Ok/B+DjY0Nyx4o\nEAiwe/du+Pn54cSJE422vXz5MuTl5bFixQqxfYoDAwM5J6mowqVLlzBu3Dj2//f0rGjatCns7Ozg\n7u4OhmHY7UQEc3NzmJiY1Nv2wIEDjbp7VYeOjg7++uuvWturEgz4+vrCxMQE0dHRYvs4/yfAwcEB\nRUVFmDRpEtzd3cXySvpPgYSEBAwNDTFgwADExMTU2s/VMwSoVEcaGhpi69atnCkGAHCa/X/tJHTU\nqFG4c+cOWrduXWtlX1paWqc8MDU1RWhoqFiupv9dTr7/ILS0tPDrr7/Czc0Nt27dwvr16xEWFlZD\nuH2JPn36wMnJCa9fv67hplcdubm5KC4uZv8nJycDAIyMjMQe44gRIxocz78FcYR5Q5CUlIS0tDT7\nMvyMKz55eXns3LkTnp6enNk1v0R+fj7WrVsHR0fH/0phXh3y8vK4efMmtm7dijdv3nzVPWUYBmfO\nnEFpaSlyc3M5t6vP0Eg1nTm+CiNHjsTHjx/Rpk0brFmzht0uFArrTRG5du1aNG3atIY8aAz/E+jf\nCBsbG5w9exYFBQVwcHCAhoYG1q5dW2ddAwMDyMrK4sKFC7UCaaogIyODkSNHsvu3bNmC2NjYr9IF\nysjI/LDAnNLSUgQEBCA5ObnGzIbH4yE0NBQvXrz4IQI2IyMDJ0+exPjx49GyZUssW7YMCgoKuH//\n/k/FmliFw4cPY+bMmbh16xa6desGIyMjPHjwQKxj8Hg8+Pn51TKC/zdi6tSpOHDgAJKTkzF8+HBo\naWlh3rx58PPz4yzYZGVlYWxsjMmTJ/8UOnQAaNWqFRiGQXl5Ofu+CIVCjBgxAnl5efW2KyoqwtWr\nVzn38z8d+nfG8+fPMXToUGRmZta5//Xr15g6dSru3LlTL/e2mZkZysvLcfPmTbi5ueHhw4fYtGlT\nozkiv0RycnKDQi48PBzh4eGcjwf8/0jR4OBg9OjRA8OHD8eSJUtYw2lKSgp27twJX19fFBUVwdbW\nFnPnzoWBgYFY/VRHcXEx3N3dIRAIEBMTA2tra/D5fNja2oqdJ/bfRHl5OZYuXQoZGRmx1F9PnjzB\n4cOH4efnh5YtW4LP58PV1fU/6ty/BkSE6Oholl7i5cuX6NevH+uh1ZANKj09/YddH6FQCDk5OQiF\nQrGC3dzd3bF37142sc3atWuxYcMG7N+/v85Va1paGjp37gxlZWXEx8ez+Q7+p0P/B9GYobNXr164\nfv16gzMHS0tL7Ny5Ew8fPoSCggLCw8ORkJAAW1tbzuNgGAYRERENCvSXL19iw4YNbCYoZWVlDBo0\nqEH9vrS0NEaPHo2jR49CTU0Nnz9/RlpaGrufiDBw4EAUFxfj7NmzCAoKgrm5+TcJdH9/f1y4cAG7\nd+9Gv379Gkzk8TNDSkoKbdq0QU5OjljtTExMYGJiApFIhLCwMKxevRoeHh5YtWrVDxrpzwEej4fu\n3buje/fuWLZsGcuB7+vrizVr1kBdXZ01DpuZmbEz30ePHmHQoEGIiIjg5Br8+vVrLFu2DG3btsWx\nY8carFtRUcFyxIwYMQJOTk6cz2fmzJk4e/Ys+19KSgrz58+HhYVFnfXbtGmDBQsWoGfPnpyj0f8n\n0P8FNMb3PmvWLLRv3x5PnjzB+PHjERcXBzMzsxp1ysrKICUlVa8hR0JCAnw+v8F+ZsyYgenTpyM2\nNhYCgQBeXl7o1asXVq9eXW8bokqu8iNHjsDX1xdRUVG1kih06NABfD4fT548QdeuXb8qpVwV8ZNA\nIMCtW7cwb948sY3C/22QlJSEsbExjI2Nf0p7wY+GkpISJk6ciIkTJ0IkEiE0NBQCgQCjRo3C5cuX\nWU+rPn36YOXKlTh27BinlZCOjg6ePn3KKZ5kyZIluHnzJszNzTmlgawOImLdbDMzM3H58mU8ffq0\n3gkKj8eDrKws5OTkOKtO/yfQf0J06dIFOjo6MDMzwy+//AIHBwecOXMG+vr6bJ2ysjIsWrQIu3bt\nquEn/qPRu3dvCIVC8Pl8bNy4EZaWlt+dBfDo0aNYunQp/h973x0V1dV+vYnEWECwm+hr1NilW0Ck\nWCjKYCxRo7EkEbEmUaNRY4uY2LAQC0qs2I1dAREEREXAaOyCYhBQpClF2sAAs78/zNwf4wxTKNG8\n37vXOmvBvafdM/c+99yn7Kdfv34QiUT/tZ4d/0PlUatWLVhbW8Pa2hrx8fFYsmQJxo4dC5FIhJYt\nW2Lx4sUa5+ytW7cu3Nzc1Loeh4SEQCqVIiQkBHZ2dlo/dzk5OcLmZ9WqVZg7d66CMH8zwKk8CaAm\nQYz/E+jVDFkuzWPHjsHJyUmpzru4uBgPHz6Eqalphf3UqlULnp6emDt3Lo4ePYqtW7fKndfT08PD\nhw/h4uKC48ePK4yTlpZWIXmWs7MzmjdvLiRILioqgkgkwsqVK+Hs7Kzy+h48eIA9e/Zg0KBBWqd8\nk8Hf31+lX3ZsbCyWLVsmF0j0b4fMzzoyMrLSmYNk0NHRQVRUFG7cuPFfyUipLXx8fIRo2R9//BGt\nW7dWyD9sZWWFadOmVdjHmDFjkJCQoHIcBwcHua/EtLQ0lJSUaGyMLyoqQrt27ZCUlCTQYcuQn58P\nLy8vWFpawsnJSThuYGAAPT09HDlyBHp6eurjGTRx1amJgneUy6U6sHv3bg4aNIj6+vrs168f161b\nx9jYWIEnIisri7/++qtG/BwjR45kcHCwUo6JdevWEQDXrFmjcK6wsJBDhw5lv379hGJpaSnH//LJ\nJ58wOjpaK86LY8eOcejQoWzQoAF79+5dqaxCiYmJKs/PmjWLP/zwgwLXzb8RN2/epJubG1u0aMFO\nnTrx+++/r3IykeTkZIHorHnz5vz666+rnLzivwUlJSW8fPkyfX19hbJw4UIaGRmpJLBbuXIld+3a\npfE4CQkJbNSoEdetW6f1HL/66iuBpEsqlfK3335j8+bN2atXL6XP0fHjx1mrVi0mJSWR/B8511tD\nfn4+z549yylTprBVq1Zs164dv/vuOwYFBWmc9i0xMZHdu3enRCJROPfo0SOuW7eOX3zxhVbzKi4u\nZmhoKLt06UJ/f3+t2spQVFTEoKAgfvfdd2zXrh1btWrFKVOm8OzZsywoKKhUnzKEhobS3NycjRo1\n4ujRo7l//36+fPmySn2+Lbi6uvLbb7/l48ePa6T/+Ph4zpo1i87OzjXS/38DXr58yW7dulFXV5f2\n9vZcu3atQiq70NBQWlhY8NixYxr3u2rVKi5YsKDC87m5uYIQluH+/fvs16+fILilUimnT5/O+vXr\n8+LFiwp9PH36lG3atGHjxo2FNlUS6AB2AUhHuZyiABoCCAbwCEAQAINy534E8BhALAAnFf1qvHD/\nDZCl71qxYoWQvmvIkCHcsWMHnz9/rrLt0qVLuXHjxgrPjxgxQitaThmqiz5XKpUyNjaW69atY9++\nfamnp8dBgwZxy5YtTEhIqHS/ycnJ3L59O4cMGUJ9fX0hz+idO3f+NXlGa4qi+MWLF9y/fz9Hjx7N\nRo0acc6cOdU+xr8ZWVlZPHz4MMeNG8fGjRuzVatWbNu2rVBsbW3l6u/atYsAtNpxS6VS7t+/X+5Y\nZmYmPTw8aGNjQ2NjY4WNyJAhQxgZGSm0nz9/PidNmsSYmBilY+Tk5NDY2FjuRVNVgW4DwOwNgb4G\nwLy//54PYPXff8tyiuridR7S/5qcotWN8g9kw4YNuWLFigrr5ufnc968eRWeT01NpampKXNzc4Vj\nr1694tmzZ1XOoaaETU5ODo8ePcoJEyawadOmbNGiBVu1aiWU9u3b083NjadOnWJeXp5GfYrFYp4/\nf57ffPMN27ZtK3wR+Pn5VfmLoCYxZswY2tjYcOvWrQq7tcri9OnTfO+991irVi3OnDmTycnJ1dLv\nvxlSqZT379/nmjVraGdnR319fYpEIm7btk3tul+7do1eXl4cNmwYf/nlF43H9PX1ZZcuXZieni4c\nCw8PZ7NmzdiiRQuFzUxBQQEXLlwozHf+/Pl0d3dXSSd97do1Hjp0SO6YKoGuUWCRjo7OxwD8SJr8\n/f9DAPYk03V0dFoACCfZWUdHZ8Hfg635u14ggGUkrynpk5qM/f8D9u3bh5CQEOzbt6/SfezatQt3\n794VSHyKi4vx+eefq4wyq24mQGWQSqVISUmRc7PLzc3FhQsX4O/vj2vXrqF3795wdXWFSCTSiPKV\nfM0KKTOE3bhxA3369FFrpG3RogUGDRoEW1vbf8yXPTc3F4GBgTh79iyOHj2Kzp07Y8uWLbC3t690\nnxKJBKGhoULADQA5OmRNCawqA7JiKl9VkPmQh4WFobCwsFrnJDPuS6VSwS9dm3WQuTieOXMGd+7c\nUWk8LT+mu7s7fH19YWZmhmPHjuHnn3/Gixcv8MMPP8DAwEDOK608SGLBggXIycnBtm3btDZqV5lt\nUYlAzyLZqNz5LJKNdHR0NgOIInno7+M7AZwjqUBk/T+B/n9QJdALCgpQr149tQ8RSTg6OuKXX34R\niLHi4+MrFJCvXr2Ci4sLfvzxxxoV6OqQm5uLkJAQQTgbGhrC1dUVHTt2lLvmpk2bYsCAAUpdy3Jy\nchAeHo78/HyVYyUkJAjRpg4ODnB1dcWgQYMq5NXRFsnJyQgPD5cLUZcJm3PnzqFp06YQiUT47rvv\nqo1EjCRiYmIE4X779m3Y29tjwoQJcsRsVUVGRgZCQ0Nx/vz5CgNhlEEWTyCL8nR2dlaIW6gOmJmZ\noVu3bpV62YwaNQorVqxAhw4dUFpaqlVKyaysLHh4eODs2bNYt24dhg8frnIOJDF//ny8evWqUsIc\n+GcEeibJxtoK9PI5Avv27Yu+fftqd2X/JVAl0HNycvD5558LPNGqbpbHjx/jiy++wNWrV1G7dm0k\nJSVBIpEI5wsLC4WdnWxXu2fPnncmhFwqleLmzZsICAhQoPl9+vQpoqKi0KtXL2EX1qFDh0qNk5GR\ngcDAQPj7+yMkJAQdOnQQ8pZWRMegSV/Jycno37+/ggupqakpRCIR2rZtW6n5aoPs7Gz4+flh2rRp\nGmWll0EikSApKUmhL1lk5qNHj9CiRQuQFAJ41KG0tBQvXrzAtGnT0K9fP9SrV6/SO/yaQllZGfLy\n8tRyvpSWliItLQ25ubnIzc2Frq4u6tSpg2+++QZmZmZYvnw5GjRogMePH8Pf3x8kMXv2bLlrlQnz\n3NxcbN26VSNhnp6ejgULFiA+Ph7W1taoU6cOPDw8KhTomnqkfAx5HXosgOZ//90CQOzffy8AML9c\nvfMALCvos0K90f9v2Lt3L8ePH1/h+cjISI3zUK5evZoeHh7Myspi8+bN5dwUO3bsyMmTJ/PMmTMa\nuUy+a8jLy+Pp06c5adIkfvjhh+zQoQNnzZrFkJAQFhcXy9U9d+4cnzx5orZPiUTCsLAwzpkzh6am\npmzfvr1WxcLCQqP8szLcvn2bERERWl23r6+vWjtBQUGBnEeVtbW12n5TU1O5a9cuDh8+nAYGBmzb\ntq3ctZmYmPD7779naGgofXx8CEBjHbNYLKadnR1HjBghHLt9+zZ9fX3VtpXpw2/evMmysjL6+Pho\nNKYMv//+u0Z2hcTERGZmZrK0tJRBQUEq85bGx8fz448/JgBaWVkxISGBhw4d4p9//inU8fDwIAB2\n69ZNaR7X0tJS7tixQ6sUjJmZmXR2dmZ8fLxwDFV1W8RrA+e9cv+vkQluKDeK1gbQFv8zimoEdQJd\nG5SUlNDS0pIPHjxgaWkpIyMjuWjRIpqamrJRo0YcM2YMDxw48K91A5RBKpUyIiKCvXv3JgA2a9aM\nYrH4bU/rreDBgwfU19dn3759FWIeKsKWLVtoaGjIkSNHcu/evXKGPWU4duwYTU1NNXLrE4vFNDY2\nJgBu2rRJaZ309HTeuXNH7lhBQQHnzp3Ldu3a0djYWM7IXx6pqalctWoVV65cyRUrVij44MfGxqqd\nX0REBG1sbAiA9erV4+rVqxXcBjMzM/nbb7/R3t6eAwYM4Jdffsl58+YpuBBLpVLu2LGDpqamtLa2\nVrmRyMzMrPC6KsKbLwBVAl2tykVHR+cQgL4AGuO1++JPAE4DOAbgPwCSAIwimfN3/R8BuAEoATCT\npNJkkv/Tof8fqsMoWh43b97E7NmzcfHiRbnPOlmeUH9/f4SHh8PExEQwRhoZGWn1KZyfn4/Q0FAE\nBQUhOztb7lybNm3g6uoKKysruWw6KSkpQu7LkpKSKl1jdnY2IiMjYWZmBldXVwwePLjKEZj/VgQF\nBWHDhg0ICgrSuM2sWbPQpk0bzJo1S6P6ffv2xbp162Bubq4yQ1JRURGeP38OIyMjSKVS5OTkyBkn\n4+LisGHDBgQGBuLmzZtyKQQjIyPh5uaGzMxMXL9+XYHzSCwWIzQ0FH5+fvD19UXdunWxceNGTJgw\nQeW9m5KSgsjISERFRSE6OhrFxcXo0aMHdHR0kJOTg9WrVwtjFRUVISAgAAcOHMDz588xcuRIjBkz\nBq1atVKaiCIxMRFTpkxBp06dsHLlSgAVJ+MgiREjRmD37t1VyqZUJbZFkl9UcEopUxLJVQBWaT69\n/wF4rYvNy8urkE+ioKAAFy9e1MiAaWFhge7du2PevHly4cWtWrXC5MmTMXnyZBQVFSE8PBwBAQFC\nIgxNPAQOHjyI/fv34+rVq+jVqxdcXFzw0UcfCedJ4sGDB5gxYwaSk5PRt29f5OfnIyMjA4mJiXB2\ndsaAAQO0oh1Vhnr16uHw4cNyBjaSuHjxIuzt7fH48WN07txZbT9FRUVYvnw5QkND4eLigvJ2HXV4\n8uQJ6tatWyHFgjK8evUKpaWlWuVCTUhIQOvWrd9aqrnDhw8jNjZWIclKXFwcOnbsCOD1C97T0xMd\nO3bEkydPYGBgAG9vb7n7qKysDIsXL8axY8dw4MABYQ0KCwuxePFi3L17F35+fsjIyJDj7jl58iT2\n7duHpKQkDBgwAGPHjkXPnj0xaNAgtGzZEt7e3jh//jzS09MhEomwYMECbN++HZGRkYiJiUGLFi1g\nbW0NZ2dnLF26VBCm5QV0YmIiVqxYgWvXrsHFxQXLly+HsbGx3PW+KcwPHDiADRs2YOPGjbC1tVW7\njmFhYTh58iR+//13TZdejstFI1S0da/pgv+pXAQkJCTQycmJenp6dHBwoJeXl0Ik29KlS1mrVi3+\n/vvvGvUZGBjI0aNHaxSAI5VK+eDBA3p6etLe3l7w4d26dSvv3r3L2NhYobz33ns8evSoUh3hm3j6\n9CnNzMwIgJcvX67RUP6kpCS6urqyfv36NDIy4tSpUzVuK5VKuW3bNh45ckSrMSUSidaqq8TERD58\n+FCrNpcuXVIZWXz+/Hk6OTlp1ed3331HLy8vtfVevnzJ+vXrc8CAAXLH165dSysrK0okEh47dowt\nWrRgu3bt+Mcff9DAwIDh4eFK+0tKSqKnp6dwX16+fJnm5ubctm0bs7Ky6O3tzfHjx8tdb0hIiNI1\ne/78OZcvX04jIyPq6urS29tb6NfX15d3797VyK5BvlbjXLx4USv99v3797WKgZBKpRrZdcpj8+bN\nCs8N/hf6/+9AXl4eT506RTc3N8HoN3v2bIaEhDA7O5sRERHctGkTMzIyVPJSkOSSJUuor6+vcShz\necGflZXFI0eOcPz48ezcuTM7deokFCsrK61u+pMnT7Kmf+vExEROmjSJn332GT/99FM5Q9X/D9BE\noEulUt67d4+rV6+mra0t9fX1BSOgVCpldHS00nYHDx7ke++9x1mzZgnHysrK5ASZl5cXGzVqxG3b\ntrF9+/YcOHCg2jnn5+fz22+/pZOTExMSEvjgwQMaGhqydu3aCrr18igrK2NgYCCHDh3KPn36cNeu\nXXz58iWvXLmicrwzZ85w3bp19Pb25r59+97pYLTyULYh+59AryJKS0sZFRXFxYsX08LCgs2aNVNZ\nPv74Y3799dc8fvy4RjtZZSgrK+Off/5JDw8P9urViwYGBvzss8+4e/du/vbbbzx9+rTK9iNGjGD9\n+vU15nnJy8vj5s2b/zUh9dWN1NRUpqSkaNUmNja22qI/qwKZQC8ffdyyZUu5e9LQ0JAff/wxZ8yY\nwXPnzrGwsJAkmZaWxoEDB3Lv3r1K+x43bhxtbW2ZkZGh9PyOHTvo4uLCv/76i4MHD2anTp0Uvi7f\nxMWLF2lmZsbt27dTKpWysLCQ48ePZ+/evenp6am0TWpqKlesWEFTU1NOmzaNt27dUrsuEomEV65c\n4bJly4Qvxd69e/P27dsKdfPz85mamqq2z3cB76xAP3z4MLOysmr04iuL7Oxs/v7770L4erdu3Thv\n3jxeunSJqampTEtLq7A8fPiQGzduFNQoAwYM4IYNG/jo0aNKzyctLY2+vr60s7MjAHbq1Enl51tC\nQgLr1q0r5zamDkOGDKlwp/YmsrKy6Ofnx6CgII37rwlkZmby4MGDnDZtmtbeA+VRVFTEcePGafVC\nu3XrlkrKBmWIi4tTuQPVBjJ+oE8//ZQABH6g7du3Mz4+Xu6ezMjIULi2Bw8e8KOPPqK+vj4jIiLk\nvvqkUinz8vLYsGFDXrhwQen4MTExdHR0ZGFhIVetWkVXV1dOnz5d5ZwPHDjAgQMHCi/ChIQEWllZ\n8bfffmNBQYFSFcn8+fNpbW3NHTt2aEQVUVpaysGDB9PU1JTu7u48cuQI//zzT+7cubPCr8tHjx7x\ngw8+oL29PTdv3qzW64d8zYKoKTIyMjh16lStuI1iY2O5du1aheOqBPpbzSkqEolw+fJlmJub4/PP\nP8f06dPfylwA5eHktra2Qkh1mzZtKtVvfn6+XCSknp6e0KeydGokcefOHURHR6OsrEw4LhaLERYW\nhuDgYJSVlWHu3LlYvnx5hcbLW7duYezYsTA3N8fBgwc1mmtJSYlGpP25ublwdHTEzZs3sWHDBnz7\n7bdK68miJO/cuYPqvs9kQS937txB3759ERERgaioKHTq1KnSfb6ZXEATFBcXo3bt2hp7CBUWFqKs\nrKxC4/fjx49x6dIlFBcXV9gHSdy/fx8BAQGoXbs2dHV1kZaWhvT0dNSpU0fjud+9exdffvkl7Ozs\ncPnyZcyaNQtffvklJBIJfHx8UFxcDC8vLyQnJ1e4LqWlpbh8+TIWLFgAsViMkJAQlZG3RUVF+OCD\nD6Cjo4PQ0FB8//338PHxQe/evStsk5OTo3Wy55SUFDljvTokJiZi/Pjx6N+/PxwdHWFpaan2WUhP\nT9cqyjgrK0vrwLWnT58qpLWscqRoTUDmtlhYWIiLFy/is88+Q1pa2j+apZskQkJC4Ofnh4CAAEgk\nEkHY9u/fv8qeGMDrB1gikUAikaC4uBjPnz/HhQsXFBIeN27cGOfOnUNAQADq1KkDe3t7uYezVq1a\n6NOnD8LCwtC0aVPMmTNHbQi1paUlwsPDq5Xbo6CgAEOGDEFhYSF69+4Nd3d3OW8SsViMM2fOwN/f\nH+fPn0fLli1hZWWlVTi1JqhXrx769++Pvn37om7duujUqRPOnDmjkWeLDH8/GFWax5o1a/DNN99U\n6V4JDw/H2bNn4e/vj/z8fDg4OKjNntO2bVu4urqiU6dOCA4Oxvr16xEcrNRDWClevXqFfv364dCh\nQ6hbty6uXr2KnJwcTJ48GePGjcOHH36IkydPYvTo0XJp3G7fvg0zMzPh/+fPn2PQoEHIzc3FiBEj\n5LyqKgJJbNiwAX5+fjhy5Mg7E6msClKpFA8fPoRUKq1SPy1btqwy9YEqgf5WVS7+/v6cNm0aW7du\nTSMjI4Vov5pGREQEmzVrVqkkDTKoaxMWFsYOHToQAJs0aSLn7ZGenk5fX1+OHCcBqU4AACAASURB\nVDmSAwYM4Pr163np0iWFPouLi/ny5UuKxWIaGRlp5C0ilUppYmKicFyZV0ZaWhq/+eYb+vj4qP3U\nzM7OVulxsXLlSpqamtLHx6fKiRy0wbhx47QOnMIbdhxt77+UlBTq6elVie3w1q1bbNSoEZcvX84/\n//yzUvdgXFwcmzRpQhMTE42iVqVSKYcNGyYw/xUWFnLEiBEcM2YMv/jiCwKgu7s727RpI8fj7u/v\nz+HDhwv/FxcX09bWltOnTycAjbx38vPzOXr0aM6YMUPj9ZZKpSwoKHir9p3Q0FDWr1+f3bp1q3Rp\n1aoVR48eXeW54F3Vodvb29PT05MxMTFv5ccKDg6mg4NDpdvLyOnVZeARi8VcunQphw8fTjc3NwUX\nMBlWrVrFw4cPyx2Lioqiubk558+fz0OHDgkPoToUFxcL3M6lpaU8c+YMBwwYUGF489WrV/nJJ59U\nyohbVlbG6OhoLl68mG3btuXmzZu17qM6kJiYyPHjxxMA33vvPV6/fl2r9sqMZarw5MkT/vjjj3z2\n7JlW7cjXoeSbNm2ira0tXVxctG7/JkpLS3n16lUuXLiQJiYmNDIyqrCup6cnbW1tOW7cOJaUlHDM\nmDEEwP79+3PTpk10cHBgx44d2atXL6HNsWPH+P7778uF/t+7d4+//vor27dvT11dXY3WwdfXl7t3\n79bq2qZNm8Y9e/Zo1UZbXLx4UaU9Lzo6moaGhvz22295/vz5SkUlHzt2jJ999plWbQICAhT07u+s\nQH/bqKpA9/X1pbu7e4Xk9G9C1U2wcuVKApDjbJChrKyML168oIODA//66y+5c8+ePVPZr1Qq5cyZ\nMwmAX375pcr5VUaYb9y4Uc5ofPnyZY19f6sTS5YsYcOGDWlhYcElS5bw2rVr75THjkQi4cWLFzl3\n7lx26dKFzZo1EzyhqmLMVYbCwkLq6upy+/btCl8PYWFhbN26NQHwt99+I0kOHTqUI0eO5IsXL2hq\nasqTJ0+ye/fuwnmpVMqlS5fS0NBQITw+NTWVTZo04ZkzZ2rMFbAiQ2Zubi5PnDhBd3d3Dh8+XK7M\nmjWLwcHBGmcG27Jli1ohfefOHa5cuZLW1tZyBmhNv9AqI9CV4X8CvQJUVaBXl+BKTU2lkZERmzZt\nSqlUqvQmfPLkCfv37y/8//LlS86ZM4ejRo1S2feVK1doYmLCwYMHMzMzs1rmW37exsbGPHHiRLX2\nWxl07NiRe/bs0cpHvjqg7ussMjKSo0aNoqGhIbt3786lS5fy2rVrNT7PU6dOCclTzMzM+NNPPzEp\nKYlGRkacOXMm27Vrx5iYGJ44cYJjx46lVCrl7t27uWjRIjo5ObFr167CjlUikdDc3JyPHj0S3B1l\nmDp1Klu3bl0jQWOyL7/Nmzdz48aNQlm5ciUdHByop6dHR0dHenl58fjx40I5duwYf/nlF1pZWbFB\ngwYcNmwYd+7cqdItVVmKR1V4M0GNbI1VrcM/IdCr11KlJch3i0pTW2gTkisWi3Hjxg1ERUWhoKAA\nHh4ewjmJRAKSGDNmDPr37w9PT0/07NlTrv2ePXswceJEAK8NUba2tkhKSsL9+/crHHP//v3YunUr\nAgIC0KxZM7VJHbKzs/H06VOVdfLy8gSvnb/++gtOTk7o37+/usuvcXz33XdYs2YNFixYABcXF4hE\nIrRv316uTps2barEofEmJBIJpk6disDAwArrrFixAl27dkVMTIxWFAFVxdChQzF06FCUlpYiKioK\nY8aMgZ+fHzw8PODh4YHr169DR0cHo0ePRkhICMrKyrBp0yZ4eXnh8uXL6Natm2C827ZtG4YMGSKE\n+csQFxeH6Oho9O7du9JG75SUFLx48UKh34CAAIFD/s2EJO+//z5mzJiBU6dOVcibAgCLFi3Cixcv\nEBgYiICAAMydOxft2rWDq6srPvvsM5iYmMj1qQ2aNGmCcePGYdy4cSgtLUVkZCTGjh2Lzp07y3EK\nffzxx1Vy9NDW8+qtCnQZD7Wrqyvs7OwUuBL+DQgMDIREIsGQIUNU1ktKSsKZM2ewf/9+fPzxx3IC\nfeHChcjKysKmTZtw4MABBWEOAA4ODsLx0NBQtG7dGiKRSCUh1XvvvYcLFy6oJAt6MzlCmzZtVL5k\na9euDXt7e3h6esLGxkbrB6GmMGPGDMyYMQPx8fEICAjAjh07EB0djVevXgF4/cBu2LAB33zzTbWO\n+8MPP6itY2dnV+PCvKJkJrq6urC1tUVJSQmsra0RFBSERYsWoVGjRpg6dSrmzp2Lpk2boqioCOvX\nr8fOnTvRrFkzfPnllwCAzMxM7Nq1C1FRUQp9161bFzY2NrCyskJBQYFGnj5lZWX4448/hHvu2bNn\nCsk+WrZsCZFIhGXLllXaXViGpk2bYsKECZgwYQJKSkoQGRkJf39/WFpaoqCgoFIJJt6Erq4u7Ozs\nMHjwYKxa9X80ViSRkJCAHj16QCQSoaioSKad0BgXLlxAp06dNF+HirbuNV0AyCVNbtGixT9Cf1o+\noXGvXr3UqizUYfDgwbx//77G9SUSiZzx7fjx49TX1+dPP/2kkcFz9+7ddHR0ZH5+vtZeGWZmZjQw\nMBCKnp4eW7duzenTpzMgIEDhc/rfhuLiYoaGhvL7779np06d2KJFC7q5ufHkyZPVrqdWBbFYzHPn\nznHGjBk0NDTk1atXa3S8vXv38ocffqjw/LFjx2hgYMD9+/cLGecvXbpEZ2dnOTtDYmIie/fuzW7d\nugkqiG+//ZYHDhyosO8+ffrw9OnTKjmGsrOzeeTIEY4bN45NmjShsbExFyxYwIiIiBrl93kTGRkZ\n3Lt3L0eOHMmGDRv+I+q5goIC+vn5ccqUKQTA2bNnV7lP/Bt06AYGBmr5SaqK0NBQtmvXrtoSDF+5\ncoVWVlYVnq8oXJp8LXyWLVvGhg0bCg+MOiPe9u3b6ezsrPWcnz17Rh8fH9auXZvPnj1jdna2UN4l\nw2FlkJaWxj179nDEiBE0NDRkz5496eHhwRs3bvzj+nSSnDJlChs0aEBbW1uuXr2a9+7dq7GxpFIp\nV61aRQBKk32HhYXx4cOHNDMzo7GxMbt3785bt25RLBbTwsJCwQA/a9Yszp8/XxA6MTEx7NOnT4Xr\nmJGRQSsrK7Zs2ZJnzpxROF9QUEBHR0c5sre3QZWQkZFBa2trOfqMtLS0KverTdQn+fr3kkqlTE1N\n1diRQhlUCfS3qnJ5E1u3bpULgjExManWhL7h4eEYNmwY1q5dW2XdPUk4ODigS5cuSE1NVfikvn//\nPnx8fLBlyxaFtikpKRg+fDhMTExgb2+PsWPHAoDKOR06dAinTp3CqVOnFAKFZMFZcXFxcsdl6dGe\nPXuGgQMH4ujRo9WWy/JtQSqV4tatW0Lk7aNHj+Dg4ACRSIQtW7YIkXtPnz5FQUGB2gCd8jh79iw+\n/fTTKs3v8OHDuHfvnkJ0X02gsLAQly5dgoGBgZB0WiqVYsuWLRCLxfDy8kLt2rUxatQo7N69G/36\n9YOZmRmWLl2KL774Au3atRP6ysvLQ3h4ONq1a4clS5YAAObOnYt169ZVqJYIDAxEfn4+nj9/rlSt\nl5aWhpiYGKSnp9do4mp1iIuLg1gsRkZGhlJZwr/VINrIBJKYN28ejh49qnGb4uJiWFpaoqioCBcv\nXtS4zYkTJ+Dq6ooGDRqorf/OCPTFixfj+fPnwv9lZWU4cuSI3ANrYmIit+iGhoZo27atVj9EgwYN\nVNb/448/0KtXL7X9FBQUoLi4GKNHj8awYcMQEREhGIZkEaCzZ89W2rZZs2bw9fWFu7s7du7cqdG8\n+/fvj+HDhwvRo0+fPhWE2uXLl2FhYQEzMzO5a9PX14e3tzcsLS2rPVLzn0R5Q2xAQAAaNGgAkUiE\nVatWwcbGRulDmpeXh3r16mkl0J2dnatlvlUxvJaVleHhw4cqQ/9lSEpKQnJyMg4cOICLFy8KXNsf\nfPAB/vOf/yAjIwMODg4oKiqCrq4uPD09cf/+fVy4cAFXrlyR60tfXx/Hjx/HmDFjYGZmhvPnz8PQ\n0FBIOK4MY8aMQV5eHqKjoyuM9iSJ2NhY4X9dXV106dLlH7e91K1bV+XGsHXr1jh+/DgsLS016k9H\nRwd79+7Vag516tTBnDlz4ODgoDEtQUlJCeLi4vDw4UON5FKVnnIdHZ3ZeJ2dSArgHoCvAdQH8Dte\n5yFNxOtsRq+UtS9PMD937lylY6SnpwtW6s2bN8udS0tLQ7169YSsO9VhWNVk0YDXHiHDhw/HvHnz\nkJubi71798LNzQ0ksXHjRmRkZMDCwkJpW11dXcTExKBbt24ac480adIE0dHRglBLTU3FwIEDMW7c\nOOzfv79GMqm/Tfz111/CtUZFRcHS0hKurq6YP3++Rsmhu3XrpvWYb8son5OTg+DgYAQEBCAwMBAG\nBgbCi0gqlUJHR0dhE0IS8fHx+PDDD7F06VLo6+sjPj5eSFwyZswY6OrqIiAgACtWrMCiRYvQpk0b\n9O3bF1u3blX6gg8ODsbnn3+O0tJSLF68GCdPKuR2l8P777+P06dPY+fOnQrZhQCgUaNGaN26NSZN\nmiQcE4vFSEtLg5OTE0QiEQYNGoSmTZtWZtmqDTo6OjAyMlJI4KEOdevWRXZ2NvT19TXeME2YMEGr\nMfT09LBs2TLNG1Ski1FXAHwE4AmA2n///zuAL/E63+i8v48J+UaVtOeGDRs01hspM9hJpVLeunWL\nv/zyC3v37k0DAwOVPqe//vor27RpwwULFvDKlStVMsikp6czJyeH5GvmQRMTE8GoO2zYMO7fv7/C\n8POSkhJaWFiopWuVMQl+8cUXbNy4Mc3MzLho0SJGRka+leCd6sSrV694/Phxfv3112zZsiX19PSE\nUr9+fbZo0YITJ07kiRMn/lGDZlVhYGDAWrVqyV2PulK/fn0OGjSIW7ZsUdDLXrp0icHBwQrjHD58\nmJMnTxb+f/r0KU1MTDht2jRGR0ezSZMmDAsL419//cXu3btTIpFw8+bNKo2nffr0YWpqKrds2cIl\nS5ZQKpUqDXSTISUlhba2tlqvUUpKCnft2sVhw4ZRT09P66TZ2iIiIkJt0uw3A/Y0wZUrV6rsVFEZ\noCaMon8L9CQADfF6p38Wr9PSPQTQ/O86LQA8rKA9hwwZIkxSXRb6M2fOqDVkZGRkcN++ffz888+F\nqMHygRzlkyabmZmxUaNG/OKLL3jw4MEqB92sWrWKP/30Ew8cOECRSKSy7uXLl+nh4VHh+YKCAg4Y\nMIANGjTgp59+yt9++61S4eXvIkpLSzls2DDq6+vT2dmZmzZt4uPHj5mbmytXyhviXr58qVSoqcKV\nK1c0XrNnz57xt99+46hRo+jq6ipX5s+fr1W2peLiYoVrUVdUeSvt3LmTXbt2lcvyk5OTQxMTE+Ge\nLSoqoo2NDS9fvszU1FSamprS1dWVpaWlHDVqFIODg4XsUTKDulQq5c2bN4VxsrKy+NVXXwmbk6ys\nLE6YMIGhoaEVzs3f3587duzQaF3eRE5ODo8ePcrOnTtrnISlstBEoKenp2tlqJRIJBw6dCi3bt2q\ncC4/P59nzpzhtGnTquzhpOw+ViXQq8S2qKOj8x2AFQAKAQSTHK+jo5NNsmG5OlkkFTgjdXR0+PHH\nHyMxMREZGRnw9vaW880uj8rQmpaWluLq1avCZ3tmZiYGDRqErl27Cp+vycnJiI6ORklJCR4/fgxT\nU1MMGDBAZbCCMlhaWuLOnTv49ttv0aFDBxw9elSOkS47OxuGhoYa6frLysoQEBCAadOmIT4+Xis6\n1H8DxGIxDA0NkZmZqfE6S6VS5OXlaaWblunQZcFfaWlpOHjwoJwfcGZmpmA0dnZ2hrOzsxy9qVQq\nxfXr1xEQEICnT5/C2dkZ5ubmCnYKR0dHOQNjdUEqlcLFxQVBQUH4+eefsXjxYgCvg6gsLCzw1Vdf\nAXjtg9++fXtMmzYNQ4YMwcyZM+Hi4oJLly7By8sLp06dwpAhQ/Ddd9/BwcEBqampmDRpEsaMGYNx\n48bJjTl79mx07doVp06dQlhYGLKzsytt0CwpKRFoeGUQi8W4ePEibty4gT59+kAkEsHd3b1G1V1X\nr17FpEmTEBQUVKGx+saNG/D19cXmzZs1tsmRhFgsRr169ZCQkCDImoiICPTs2RO5ubkYP348Zs6c\nWem55+bmon79+nJBjDVCn6ujo2MI4ASAkQBeATj29/+bywtwHR2dTJIKGXF1dHTYqVMnDBs2DEeO\nHIGVlRUOHz6sdKz8/Hzs378f06ZNq9RcAQgLnpiYKHf8+fPnCA4ORtOmTVG/fn00aNAAZmZmGkeB\nxsXFQVdXF3v37oWVlRXy8vKEaEuSOHLkCMLDw/Hbb79V2EdpaSlOnDgh6FBbtGiBadOmvVV++JqC\nWCxGo0aNIBaL/9FxExISMHfuXAQHByM/Px+6uroYOXIkpk+frhG9b3JyMs6dO6fUkygoKAiNGzeG\nSCSCk5OTXGTgkydPkJmZKdfms88+04hH+/HjxzAzM4NEIoGfnx90dHQE6uSwsDDo6OjgwIED8PPz\nw9q1azFx4kRYW1tj+fLlKCsrg7W1NQ4dOoQ///wT586dg6+vL27duoWBAweitLQUz58/l9swxMXF\n4euvv8bevXthb28PIyMjBAUFabK8Fc6/R48ecHd3F47p6urC2tq6WhKFy6BsjcsjPz8fM2bMQGxs\nLIyNjSESifDZZ58p6MxLS0uRmpqK//znPxqN+8cff+D48eMICAjAixcvMGjQILi6usLJyQkGBgaY\nOXMm2rVrVyWBDrz2zgsPDxf+9/DwqFCgV0XlMgLAjnL/jwfgDSAW8iqX2Ara89KlS4If7Zo1a1R+\nejRr1ozBwcGUSqVq1TPaoqSkhFeuXOGCBQtobGzMJk2acPz48Txy5Iha3/gTJ05w2LBhlEql7N27\nNwcPHkzytZ5QJBIJCZJV4ffff+cnn3zCrVu3quUG+bejsLCQderUeWvjFxUV8cKFC3R3d2eXLl2q\npc+ysjJeu3aNS5cupaWlJQGoLOPHj1fbp4zJc/HixWzatCkNDQ0ZExNDa2trIZDtzp077N69O2/f\nvs2mTZvSyMhIsK34+PhwwYIFzMrKorGxsWDPiYiIoJmZmVJd+uDBgxkREUEfHx/OnTu3UvTHz58/\n544dOzh06FA2aNBALSFcZVBcXMwLFy5w1qxZ7NChA1u0aMEePXpoVVxdXeX6jIyMpI2NjcbZpMRi\nMT/44AMuWbKE0dHRSn31v/vuO/7666/Vcs3lgRrSoffCa8+WOgB0APgCmIHXRtH51MAoGh8fz4iI\nCIpEIoaEhKi8iMWLFzM6OporV67UOGu6r69vpYR/YmIit27dShcXF+rr69Pe3p5r164VaH7Lysp4\n48YNenh40MjIiO7u7vTz86ObmxtzcnIolUqZmZnJTp060draWmnwTnkh0Llz52qJIPs3oDICPSMj\ng0ePHlVZB39HHmuK+Ph4tm3bVqt5aIKuXbuyZ8+eVeI3J1+zb7q7u/PUqVMEQCcnJ27dupXz5s0j\n+Tr60tzcnDdv3hReIlFRUUJ7T09P5ubm0s3NjYcOHSJJJicn08TEhE+fPlVwMigsLOTq1auZkZFB\nExMTjVK9vYkLFy5QX1+fn3/+Offt26cysK4q6NKlS6XWuKysjCkpKbx+/bqCAL506ZJcImx1KCgo\nYN26dVXWqQ6B7u/v/8/R5wL46e8d+V0AewG8D6ARgBAAjwAEAzCsoC3FYjEnTpzI8PBwjS5OFu34\nT4YLFxQU0N/fn1OnTuV//vMftm3blh9++CE7duzI2bNnMyQkhGKxmL169RKi4IqLizlgwACeOXNG\nqWHu8OHDbN68Odu3b8/u3buzR48edHBw4MCBA4UyYsSIfzxJxD+BmtqhA1AarVgRakqgN2rUiL/8\n8gsfPHhQKWH+8OFD7ty5ky4uLpRIJJwwYQKnTp3Ko0eP0tTUlPn5+SwrK+OQIUN49OhRFhQUUE9P\nj25ubgrjhYWF0cXFhVKplGKxmH369OGlS5eUjivb+EycOFHty7Mi7Nu3jx999JHcfaxJmTt3Li9e\nvKiW8VDGIV+7dm2tXjhSqZTffPMNP/jgAxoYGFS4edQmslgTgf7999/Tycmp0vzpFUGVQH+rKejy\n8vJgY2ODW7duqTVEPHjwAPb29vjoo49w9+7df2iW8iCJBw8e4IMPPkCHDh2Qm5sLqVSK8+fPIzo6\nGr/++itIYuLEiTA1NcWsWbOU9uPu7o7g4GC8evUKnTp1gkgkQvfu3eUMv5mZmQgKCkJgYCBatmyJ\nESNGYNGiRdVCJvQ2Ud06dJKIi4tD586d4eHhgYULF6rVh5eWluLs2bOYO3cunjx5Um3zuHfvHlas\nWKEQPdi3b1/07du3QgN3hw4dkJ+fj+3bt+Ojjz7Cs2fP0K1bN7Rr1w7Pnz/Hli1bMGHCBIwYMQJD\nhgzBqlWr8OLFC2zYsAH9+vUDAIXIQ7FYDGtra5w+fVrwBe/evbucXaa4uBjHjh3Dvn37sHPnTiQn\nJ2P58uUIDAysVCR1fn6+QsCSOpQ3PMfHx8PR0RGdO3dGvXr1hDqyiOesrCy4uLhg1KhRGDhwoNq+\nSSI8PBxeXl7Iy8tDYmIiAgIC0LVrV62v7c05R0ZGwsnJCYWFhRXWS09Px+7duxEQEIB79+6hX79+\n+OGHH9CnT58qjf/O5hTdvXs3UlJSsGjRIgBATEwMSktL5WgtZXj58iUcHR2xdOlSDBs2TKMxygcu\naYq0tDS5qLfc3FwcPnwYPXr0QPfu3SGVSnHx4kXs2bMHmZmZOHXqFKytrREYGIjmzZtjxYoVSElJ\nwZYtWyp8KK5cuYL4+HgMGjRIrXGsrKwMUVFRcHFxQUxMzL8+dD8vLw/NmjWrskC/dOkSTp06JdD4\nAkD79u2RlZUlBK28SZ/75MkTBAQE4Pz582jdujWmTZuGyZMnazzmixcvEB8fL3dMJmwCAgKgq6sr\nGMRkL/9z587J1Tc0NISxsbFwb7x69QpFRUV49OgROnbsiNq1a6OsrEwI1PHz80NERAQ2bNiAM2fO\nICwsDL/88guCg4Oxa9cu/Pjjj/jrr7/QuLG838HChQvRvHlzzJw5E97e3rh16xZ27NghjCvLXXrt\n2jXs2LEDX331Ffr06YMDBw6gQ4cOKC4uRnJyslIGRxmKiooQHx+vVRCXRCKpMGIzNTUVQUFBePLk\niZxnTIMGDeDs7AwLCwuNNjSlpaU4ePAgtm7dis6dO2P27Nno1q0bsrOz0axZM43mmZKSokAlnZyc\nLDguNGrUCF999RXmzZunUX+ZmZnw9PREfHw8jh8/rlEb4LWnkK6urpwseWdzitrZ2QkqiSNHjrB5\n8+YVEk/l5OTwzz//1OrT5NChQ1oTWcnUJoWFhZw+fTrr1asnGD3J12m36taty4YNG/Lp06csLi4W\nAiOOHDlCFxeXalEJyfx0v/zySzZr1ozm5uY1lhGmppGeni5HoKXOT18dSkpKOGDAAFpaWgrFzMyM\n+vr6NDc3p4WFBbt37y533tLSkkOGDNHKp1/mq/3zzz8LyRJ69eol16ejo6OcfUUZ8vLy+PLlSyFI\nrHz7zp07s2nTppwxYwY7duzIr7/+mgDYrl07IXDt0aNHTEpK4tOnT2lsbMyUlBTeunWLH330UYXO\nBKGhoSwtLWV4eDhtbGwUkqb4+PjQxsaGw4cPp1QqpUQiYXh4OKVSKY8cOcIuXbqoVfdlZmby+fPn\nGq2lDDt37tSqvirIVElvorS0lKtXr1YbuPdmm6ioKCFGpWHDhgq/tYuLCzdt2qQy2EoVKpPg4sKF\nCwqOEnhX2RYHDhxIkjxw4AABVEsC1epCbGwszczM2KpVK7548YIkef/+fVpYWHDBggUKWXquXr3K\nXr16VUtUY3FxMZs0aUIA7NWrF6Ojo6vc5z8JqVTKP//8kx4eHuzVq5ccy11qamqNjZuVlcXDhw9z\n7NixNDAw4NmzZ4U8m6ampqxdu7ZWRVdXl+3bt+esWbN44cIFjdOZyVBSUsJ169bRy8tL4ZxUKuX6\n9etpZ2fHe/fu0dzcnDdu3ODQoUP54YcfKgSklA8eys7OZrdu3dilSxeVQUlJSUk0MTGRS5EmkUg4\nY8YMjhs3jmKxWM44KpVKOWfOnGqjea0J3Lt3j/369eMnn3zCfv36VYk1MTs7m7///jvHjx8veAlp\nG0imDcLDw2lgYMBJkybx1KlTlTI8k++wQJdxKG/cuJGOjo48deqUygt59eqV1qmi1KGsrIyJiYly\ni3vy5Emam5vzzp07QvTYvn372L17d96/f19hJxYfH09TU9NqNWCmpqZy9+7dHD58OA0MDNi9e3c6\nOjrKlVmzZjEkJERrXvSaQF5eHk+dOkU3Nzd++OGH7NChg2A0fhvzmzZtGgEI3NtXrlxhYWEhi4qK\ntCraIicnh7du3eL169dpamrK+vXrKyRFzs//v8z32dnZtLGx4fnz5xkWFkYDAwNGRkYq9Dt9+nRu\n2LCBZWVl/PTTT9m3b18eP368wnkUFhayd+/eci+GzMxMOjo6cvXq1Uq/Jl68eMGePXty4MCBWnmo\n3Lhxg9u2beOpU6cYGRmpcdT1pUuXOHv2bHp5efHEiRNq6aYPHDjAPn36sEmTJhw7dqzWhkapVMqY\nmBiuXbuW9vb21NPTo4uLC729vbWmwq0s4uLi6OXlxQEDBlBPT4+TJk3Suo93VqAXFRXx7t277Nmz\nJ8VisYKVOSkpiatXr+aZM2f44sULrXkTXr58WSEftZ+fH42NjVmnTh0uWLBAuME3bNhAkUgk5FMU\ni8WcPHkyR48erXT3LZFI2KtXL964cUOruWkDmVonKChIKIGBgVy+fDktLS1pYGDA4cOHVxvPszYI\nDAykk5MT9fT06ODgQC8vLz569Ehlm/Ih5+ogC6P+5Zdf5MrevXtVtpNKMFtbEAAAIABJREFUpVpz\nb2szLxl+/vlnbt68mWKxmBs2bGCrVq2YnJzMq1evsmHDhmzTpg0XLVok1M/NzWWvXr3o6+vLkpIS\nfvrpp9y7dy9LSkrYqFEjenp6Koxx+vRpjho1SuA/Hzt2LC0tLblr164K5zV9+nRu375d+D8mJobm\n5uY8e/as0volJSW0trbm+fPnNX4BZ2dnc/Hixezbty8BsHHjxtywYYNKQXv79m3OmTOHTk5ONDY2\nJgCamJjw5MmTFXqZbN68mcbGxly4cCGfPXvG69eva+VBVFhYyFmzZgm5EKZOnVrlXAjVgSdPnrBB\ngwa8c+dOhdcTHx8vqN5keGcFulgsZs+ePRWEbmlpqbDDcnZ2Fn7oisiuKsKrV68UhLBYLKaPjw9N\nTU3ZpEkTbty4Ue78s2fPhPHi4+NpZWXFLVu2qLyBKuNvCyUBJ5VFeno6fX19OXLkSCHJw7JlyxgW\nFsaIiAihXLt2rVK7TlWwt7fnzz//rJWqSdkOtDyysrK4efNmDhw4kPr6+uzfvz/nz5/PhQsXcuHC\nhZw5cyabNGlS1alrPS9luHfvHktLSzl37lwC4Pz58/nkyRN269aNRkZGBKDAEZKUlESpVEp3d3eu\nXLmSJDlo0CD26NFD6RhisZh5eXkMDQ2lvb09LS0t2bhxY547d67CecnUhCR57tw5mpmZqU228aY6\nrKysTJhrRfM6ffo0Hz9+zGXLlvHVq1cq+ydf71CDgoKYkpLCly9f8vjx42rdBe/cuVOlbFoRERFs\n3769SsH5NlBWVsb58+fLJd05e/as3Ivm4cOHwuZShndWoM+cOZObNm1SuNDz58/TxMSERkZGcjem\nDEVFRVr/wLm5ufT09KSxsTE9PDyYmZmpMnXc6dOnaWpqymvXrmk8xtvIkPMmJBIJw8LCOGfOHNrY\n2NDa2looZmZmbNCgAYcOHcodO3ZobdBShmXLllFfX5/9+vXj+vXr+fDhwyo/NPPmzaOdnR2PHTum\nsDshX79Aa0KgVxYJCQk0NTXl119/zb/++osWFhYMDg6miYkJp0+frrTN8uXLOX36dEqlUm7cuJGG\nhoZMT0+vcAxZUJC3tzdbtGhBAIyLi1M5L5mevn///kqfo4rarFmzhtbW1mzcuLFKtc6/BZqQc71N\nlE+L2bdvX+rr61fIvkm+wwJdFvQgg0Qi4bx58+js7My0tDS5GzwhIYHLly9n//79+cUXX2hstMjI\nyODixYtpYmLCX3/9VW3kqEQi4Q8//ECRSKTRF0FeXh6PHDnC8ePHK305VQRlKiZVePXqlVLhpi3K\nM1Lq6enxjz/+0LqPzMxMHjp0iGPHjhWMt+VLZQJTCgsL6e/vz2nTprFZs2bct2+fwIxpamrKWrVq\nCeW9995jhw4dtB5DkzmU1zmXVz1U9JJKTEykmZkZ//jjDxYUFNDOzo5+fn4UiUTctGmT0l2rjDq2\ntLSU58+fZ8uWLYWdujJIJBLa2dkxODiYZmZmHDp0KL/55huV9qSioiJ+9dVXnDx5ssYqlJKSEu7b\nt4+mpqasW7cuAwICNGqnLaqbukMdYmNjqaenxzFjxlQLs2pNQ+bhNmHCBBoYGCj8Du+sQC//iffk\nyRPa2NhwzZo1coIuISGBjx8/Zn5+vrATrEhHd+vWLZqZmbFdu3Z0cHDgqVOnaG5uzt27dyvc1GVl\nZVy/fj2nTJnCkSNH0sfHh1KplD/++CNXrFihsbAtKSlhhw4dOGrUKI3bJCcny+lVNYG3t3e18YKn\npqZy165d/Pjjj3n+/Hmt2g4dOpT6+vp0dXXltm3bmJSUxJKSErmi6Q49KSmJW7dupUgkor6+Pu3s\n7LhmzRouX76cTZo0EbwOrly5wqKiIrkx1K31xYsXtdahb9iwgZcvX2ZxcTGXL1/OCxcukHy9w9u3\nb59cXdn4n3/+Oa9du8bS0lIOHz6c27dv59q1azlixAh2795dYYyXL19y0KBBLCws5P3799mhQwfq\n6+urVIWdOHGCnp6eXLt2LefOnUsbGxu1azx//nxu3rxZ499CKpXS2dmZP/zwAzMyMnjlyhW1bV6+\nfMn+/fszMDBQozHI1657mvKlkK/XWVWSamV48OCBgk1LRpH86aefUl9fnz179mT//v2FMmDAAM6d\nO5fh4eHV7nhRFUycOFHB1VOVQH+rgUWysY8dO4YVK1bAx8cHVlZWyM7Ohre3N06ePAldXV1cunQJ\ndevWxZUrV2BqaiqXW48koqKicPDgQVy+fBkvX77E8OHDsW7dOrz//vvQ0dFRYE589uwZ9u/fj127\nduHp06dYv349vv32W+jo6FSKqvfx48do1aqVVjSjlRlHGxQWFmLjxo0oKSmROxYaGorHjx8LwTfj\nxo3TmFkSAGrVqoXg4GD07dtXq3bA64APZVmXRCIRnJ2dhaxLs2fPRtOmTbFw4UKt+i8PsViMDz74\nQOs1/uOPPzBp0iQUFxcjOjoaCxcuxO7du/HkyRO0bNkScXFx2LhxI9avX486derINieYOXMmDA0N\nIRKJMH78eCQkJMDd3R1bt25VGIMkXrx4AUdHRyQmJqJbt26IjIxUOa+MjAw4OTmhd+/ecHJyUhtc\nJ7u/Xr58iV27dmH8+PFq056VlJRolRqOJJ48eYJPPvkEr169QnBwsFy6OQD45JNPhJy5sjbaRqHm\n5+drRWldUlICqVRaYVBhUVERbty4IRe8VFpaisjISPj7+yMhIQGOjo74+eef0bFjRxQUFCA0NBS3\nb9/Wat7K0LRpUwwaNAht2rTRqL6bmxusra3h5uYmHFMVWPRWE00WFhZi9uzZyMrKQnh4uEA7+uzZ\nM2zbtg1lZWW4ceOGIChtbW2Ftg8fPsTBgwfh5+cHExMTjB07Fhs3bsSjR4+URq6JxWKcPn0avr6+\nKCoqwoQJE3Ds2DEUFxejd+/eQr3yAmDXrl04c+YMiouLYWFhgZ9++klp+LYmKdHeRE2H8MfExMDL\nywtTp04VjtWvXx+enp6wsbGpdE7H1atXY/bs2XLCWJ2gkEXYBQUFoVWrVhCJRPDx8YGlpWWFLwVt\nXxZvorIc3n/88QdiY2OxceNGREREwMfHB+PHj0e9evUwa9YseHt7Y/PmzcJ9oKOjg/Xr1yM3Nxce\nHh7o168f3Nzc4O3tDUdHR6VjFBcXY+TIkbCzs8ODBw9gbGysdl4eHh6YPn06fHx84O3trbZ+dnY2\nFi1ahL1792LmzJlqfyOJRIJr165Bmw2eVCrFzZs34e/vj+vXr8PW1lYumjM7Oxs7d+7E6NGjhd+z\nMpQC2uYnUHdv16lTBzY2NgrHnZ2d4eHhgZSUFEyfPh1z5swR8ir06NFDI5pldYiOjsayZcvQpEkT\nIXWmtbW1yn4lEonmA1S0da/pAoA9evQQVB3ka/XFqlWraGVlxStXriikpnr+/DnXr19PKysrurq6\n8vDhwypdj6RSKaOjozllyhQaGxtz0aJFag1JJSUlDA4Opru7O7t27cpatWpx+fLlKnX2SUlJ3LZt\nm0qj1pu4d+9etXucyHxcHRwcqKenV6PBIbJrHjJkCG1tbVWWoUOHakU0dvToUTZq1IhmZmZcvHgx\no6KitE65J5VK5aiPNdHbPnr0iKamprxy5QrT09PZp08f7tu3j3fu3GFWVhbbt2/Pdu3ayanvDh8+\nTGdnZxYXF/Ozzz7j/v37aWZmxmfPnim9N6VSKceMGUNvb2/26tWLDg4OalVDDx48oK2tLefPn69x\npOXjx4/Zvn17tm/fXiMHgtjYWLZp00awg9SqVYs9evRQ+9tOnjyZZ8+eVbq+eXl57NmzJxs3bsyx\nY8fy8OHDCh4b7yrs7OzYunXrCg3zVUFZWRmjo6O5ZMkSmpubs1GjRhw9ejT379+vYLzes2cPDQ0N\n2aNHD/7000+8fv36u6tDv3v3rjDxuLg42tracsmSJUqNOCUlJXRxceHWrVvlLvru3btcvXo1Z8yY\nQTc3NznPjejoaI4ZM4ZBQUEaCwQvLy9Onz6d4eHhzMnJ0cjLZeTIkQTA9957jyNGjFD7gKamprJN\nmza0sLBQ+4KRYcCAAWp5tj/88EO6ublVKQrtXYGMo37+/PmC+1/50qlTJ5Xtk5OTmZiYyPz8fM6Y\nMUOj3/HQoUO8deuWkCZPFhBUUFDA/v378/Dhw3L3LEl6eHjw1atX9Pb25pQpU/jjjz9y/fr1FY7x\n8uVLenp68vTp0+zSpYtGhseQkBAGBgayadOmGm8Cfv31V968eZO3bt3SqD75+mXz4MEDenp6sk+f\nPjQ2Nta4rSrIXv6urq6sW7eu2vu4JoqhoSFHjRrFffv2VejxU94wr6+vTwMDA37zzTcMDAysFrbE\n9PR0pen2ynPI6+vr8/Hjxzxx4gQnTpwoeDS9Wfiu6tClUim2bduGPXv2YOvWrejVq5fGfTx9+hS/\n/vorvLy80LVrV/j5+dVIKjB1ePz4MY4fPw4HBwdYWFioVRfk5eXhyy+/FLIneXp6wsHBQWUbWeou\nmf6ZpFI9nLL0aCKRSCXJ0rsKWQZ7f39/3Lt3TzgukUiQkJCAtLQ0le2jo6MxYcIE1K9fHzdv3pRb\nm6SkJDRo0EDQ25fHnDlzUK9ePfz8888oLi7GsGHDMHLkSHz99ddKx7l9+zYmT56Mbdu2wc3NDZMn\nT1aZbUoikcDS0hKFhYV48OCBRp/xAwcOxNOnTxETE6O2bnnIMnWFhoaiQ4cOwid+RWoJqVSKGzdu\n4Pjx4zh06BCSk5Px+PFjBAQEICQkBPn5+XL1O3XqBFdXV/Tv31+jDERvS96kpqYKJGqhoaFo3749\n9PX1hfMlJSW4d+8ezM3NIRKJ4OLiAqlUKjxvd+/ehYmJidxv9dFHH+HQoUPVOs+uXbsiMTERNjY2\nEIlESp/d9957r0Id+lsV6E+fPoWbmxu6deuGlStXCnrPkpIS3Lp1C8+fP8fQoUPlHkSSuHz5MjZv\n3oz09HRMnz4d2dnZGDdunJyxVBlIYsaMGQKjoqWlJcaPH69Un00SZWVlVdaZ1QRIIjY2FhkZGSrr\nvXjxAoGBgTh37hwaNmyokB6tMqhduzbs7OzQu3fvGlmb58+fIyAgAP7+/ggPD4eJiQlcXV3Rs2dP\nuRdlkyZNYGRkpLKvbdu2YdasWdi0aROmTJmC/Px8nDx5Er6+vmjYsCGOHz+uoNPdsmULoqKicODA\nAZSWlmLUqFFo2rQpvLy8lAqs/Px82NnZ4cCBA5g4cSLi4uKwd+9eDB48uMJ5eXl5ISwsDMXFxQgO\nDla7JklJSWjbti26d++O69evq61PEr/88gsOHz6MzMxMuLi4wMHBAXFxcYLRz8nJCR07dlR4yQUG\nBqJBgwYwMDCAvr4+UlJSkJeXBxcXFwwcOPD/sXflcTWl//+dSKK0iEqTsg7akzUVSXGbLFkae9Zs\nWcYMg5FtGCVL1oydLGMMjYqUlMjWipQKSaR9r1vdez6/P9L9SXc5F5H5er9e5/Wqc5/nPM8599zP\nec5neb/Rpk0bQXuGYRAbGwt/f39ERUXBwsJC4BdmG/T7EqisrERMTEydoKiMjAwMDQ2hoqIiMP4v\nXrwQfJ6Xl1dnUcHn8xETEyOWPvdD8OzZM6irq9d52LyPRkufa2RkhB07dsDa2hpAzY3o7u6OrVu3\nonXr1oiIiBBQoPJ4PBw9ehQHDhxA9+7dsXDhwnqagO+jqKgI165dQ3R0NKKjo/H69WtUV1cjNzcX\nq1atgqura70gZ2ZmJl6+fImSkhKsXr0aysrKsLKywqBBg9C7d2+hQR0ul4srV65gxIgRrIM+VVVV\nePr0Kbp37866fbNmzaR6yGRmZgroeaOjo3H9+vWPpq0tLS1FSEiIQDT5hx9+gLOz8wcFu2qRlJSE\nkydP1hFj5nA4sLe3h5qaGogI5eXlUmlQpqen44cffsCBAwegp6eHtm3bIiYmBgMGDECbNm0QHx9f\nRxAaqKGq3b59Oy5fvoymTZti4sSJyMnJAZ/Pr6PpWAsiwpQpUzBkyBBwuVxs2LABr169QnJysshA\neW5uLmxsbJCVlYXRo0cLzYJ5H/v27cPmzZuxdOlSkRz77yI/Px8aGhq4efMmevXqBSJCXFwcioqK\nANRQw16+fBkZGRl1+lVUVIDP5+Pp06cCnn4HBwcYGxsLXfS8m0lUm+USEBCAwMBAtG3bFhwOBxMn\nThRKh93Y8PTpU5w4cQL+/v54+vQphg4diu7du4u9r9u1a1cn6UASiP5fVJotKioqICcnx1ok+mP9\n4K1RIw6dCCABQB8AKqhRKnoCIAhAaxF96xRdVFVV0Y4dO8jQ0JA6dOhQr4qTz+fTjh07pAo8Pnny\nhNasWUN+fn4C33pcXJzYEuUzZ87QnDlz6KeffiJ9fX3q2bMnbdq0SSx5z+jRo0lOTo4cHBxYVeS9\nfv2a9PX1qU2bNrR//35W53L+/Hnq1asXLV68mJYsWcKqsMrJyYnGjBnTIJwVGRkZdODAAdLU1KSI\niAji8/mCTdpK0b59+9KsWbMoIiJC6Hnl5OQI9TVXV1dTfn4+paWl1aGvffLkCc2aNYtMTU3J0tKS\n3rx5Q8HBwWRoaEg7d+4UqfEaExNDeXl5xOfzycXFRSDt9j49RC0YhqGwsDDKyckhQ0NDcnBwoBUr\nVoj9bkpLS8nLy4sA0MKFC9lcHkpNTaXvv/9e7HV9P6d/6NChgoI3dXV16tGjBw0aNEjsNm7cODpy\n5AhrPiBRuf61Qb/FixdT165dWR3rS8PGxoamTJnSoHno2dnZUhdrCbvGaEAJuqMAXN7+3fStgd8C\n4Je3+8RqihLV/Cj8/f3J1NSU1q1bR2VlZayzIbKzs8nNzY3c3NxoyZIln5xm9vnz56yMU0REBLm4\nuNDYsWNpxowZrH4Qf//9N3Xv3p1atWpFbm5urAx0VlYW9ejRQ6AxKSljgGEYys/Plyh0/TFwcnIi\nGRkZwQaAdHR0yNXVlfz9/YU/TN7jrTEzM6P79+9LNW5xcTEZGhoSANLW1hYUwhQUFNBvv/1GzZs3\np169elFWVha5u7uTjY0NK+reWrmyn3/+mVxcXMjOzk7i/eji4kLbtm0jGxsbVnNfvnw5tW3blnXB\nTGpqKjk6Oor8PDo6mhQVFQXC5llZWaSqqkocDof27t0rdYHVx+BdDnlzc/NGXXL/LiwtLVlLYX5p\nNIhBB6AE4KmQ/UkA2r39WwNAkoj+9OjRI7Kzs6PJkyezFh0gqsmI2blzJ9nZ2ZGSkhJpaWnRxYsX\nxfbJycmhzZs3k5+fH6WmpkqdBtdQqE2vY7OK5vF49PTpU7px4wadPn2aLl269BlmKB3ezZSwtLQk\nRUVFMjU1JQsLC8FGQJ3/W7ZsyYrpsLq6mq5cuUKTJk0iIyMjGj9+PDk6OlJubi4VFRXR+vXrydDQ\nkHx8fOjy5cuUnJxMtra2tHr16nrfd0lJSb2MEYZhaPny5TR//ny6ePEiOTk5EZ/Pp7KysnoiA7UI\nDw8nDodDkyZNopCQEIkVrAzDUI8ePcjOzk7i+dZi8eLF9Pvvv4v8/MqVKzR06FDB/2z0LhsCMTEx\n1L59+zoc8o2B2pkNvhl0wAjAXQBHAMQAOABAAUDBe+3yRfSngQMHCk0nYxiGsrOz66xAeTweubm5\nkZGRETk6OtK+ffsoLS2NLly4IDJPNC0tjVauXEk//vgj9evXj+Tk5EhWVpacnZ1FpnPFxsZSRESE\nwC2TnJwskUUuNjZW4G5gg6qqKrp9+zZVVVWJJQh7Fy9fvhSwOrJ1acTExFBhYSHl5OSwdrvUkvsz\nDMMqd7ugoIBWrVol8vj5+fl09+5dunHjhmAjoM7/kZGREq/dqlWrSF9fn+bPn0+RkZHEMAwVFxdT\nSUkJ/fHHH2RgYEC7d+8WGOnnz5+ToaFhHWqDyMhI+uWXX6hPnz60YMGCetdx//79NG3aNHrz5g0Z\nGhpSdnY2PXjwgIyNjYW60hiGoYEDB1J4eDgNGDCAbt++LVKEuRbx8fHUuXNncnFxEduuFnw+nxQV\nFcU+vK9cuUJ6enq0atUqWrVqFf3yyy9SG/SSkhKJbIyScPTo0UYlUsMGDMPQgwcPqFu3blIb9Nu3\nb0vV/kOu8WdjWwRgBqAaQK+3/28HsP59Aw4gT0R/WrNmDbm7u5O7uztdv36dbt26RZ07dyZ5eXly\ndnauVxBRy+nBFtnZ2eTv708JCQlUWlpKf/zxh8iVVi2uX79O8+bNowEDBpCRkRH16tWLVFVVacuW\nLSIN3LJly8jExITWrVtHixcvlmiccnJyaNKkSWRsbEwtW7ako0ePSjyX8PBwMjExoYULF9KcOXNY\nvUb/+eefZGpqSlZWVtSjRw+JN1N1dTUtXLhQYDiNjY0pLi5ObJ8bN25Qly5daNiwYeyluVhQBcfG\nxlJISAg9ePCAMjMz6d69e3V8m+Xl5eTl5UUGBga0ffv2evcKn8+v42LhcrkCituxY8cKfUMrLCyk\n6upqcnJyIj8/Pzp48CDJy8vTqFGjRM6ztLSUXF1dae/evaSmpkapqakSz61NmzY0e/Zsie2IagrQ\nAIjlf8/NzaXff/+dNmzYINje5UJng7KyMkpMTJSqz/s4evQoTZky5aOO8bkQHh5Oc+fOJR0dHdLV\n1aUFCxZIHWuSVhKzrKyMkpKSpOrz9OlTunTpksBOuru7N5hBbwfg2Tv/WwDwfxsgfdflkiiiv2DS\nmZmZtHbtWtLX1ydtbW3asGGDxFVoWVkZ3bx5k5KTk6mwsLBBeI75fD4tWrSIbG1tadq0abR7926R\nAZOcnBwyMTEhAOTk5MSqOm/Pnj1kYmJCenp69NNPP0ksXuDxeOTp6UkAqH379qye9rWViaqqqqSk\npEQ+Pj4Sr1WtYQdAzZs3l4rkiRVEGHQej0ePHj2iw4cP04gRIwgAtWjRglauXCl4C6uoqCBvb28y\nMDAgDw8PVm8RgYGBZGJiQps3b6bDhw8Tl8ulsrIyoUyTJ06cEKyefXx8SFtbm/z8/EQe+/Xr12Rk\nZEQdOnQgOTk5ia68O3fuCO4RNvD19aU2bdqQu7s7q/ZfEl+TQZeTk6M//vhDqALZh4LH41FlZaXY\n7VNQbDdkUDQcQNe3f7u/DYhuAbD87T6xQdE7d+7QhAkTqHfv3nTo0CEqLy+nlJQUsSfD5XLp3r17\ntGvXLlJWViYA1LNnT7p69arEC+Hj40P+/v6fvJSXqObLTEhIID8/P9q2bRudOnWqQR4yL1++JH9/\nf9q2bRutWLFCKirQWlFdNjdVRUUF5eTk0PPnz+nhw4dSV55yuVzRxg0QKAqdO3eOfv75Z7K2thb4\nxb28vOjChQs0c+ZMgR5mZWUl7du3jwwMDGjjxo2smCdrg4nOzs708uVLYhiGjhw5QsOGDSNlZeV6\nghbp6elkZGRERUVF9ODBA0FQtaqqitLT04WyBC5btoxOnjxJFhYWrLJWHj58SK1bt6Zr167R9evX\nJbavZUGUJrvrc4LL5VJQUBC5ubmRjo4OrVix4ktPiRXat29PlpaW5OHhQQkJCZ/ktzpo0CCSlZWl\nZs2aidxUVFRElvmzRUMadCMA9wHEAfjnbZaLKoCQt2mLVwEoi+hL48aNo4iICFYXk8/nk6WlJZmZ\nmZGLiwvt27ePpk6dSocOHRJpOB48eEB2dnbUv39/MjExobZt2wpK5I8dOyZ03AsXLtCpU6foxIkT\nlJCQwOoCe3p60tWrV6mqqooyMzMlpj3l5+eTm5sbHT16lA4cOEDu7u4S/fTh4eG0adMmioyMpKqq\nKrpw4YLEzJi9e/fS9u3b6datW1ReXk4HDx4U+xbAMAwtXryYDh48SHFxcYLzEfea+OjRI5o4cSK5\nurrSL7/8Qhs2bKCdO3fS7t27SUdHh5YtW0ZxcXF1rzVqtD6HDx9Oa9eupcDAQLE3N8MwZG9vT+7u\n7kIfxn5+frRmzRpauHAhrV27lioqKig9PZ169+5dxy+alZVFdnZ2JCsrS6dOnao3xm+//UahoaFU\nXFxMpqamlJCQQFVVVbR161bS1tau9x0xDEOTJ0+mkJAQmjBhAqv7ODo6mrS1tenSpUus3S5r165l\n5ZZ7F2w5X2qRnZ0tUp7ufbxbqq6kpET9+/en33//vf733IhRXl5OAQEBNG/ePNLR0SE9PT2aP3++\n1GX+DMNQUlISeXl5kYqKisSY2KtXr2j//v2ko6NDTZo0kRhLCQ4OrucmFmfQv3jp/7t4/vw5Tp48\nierqavB4PEycOLEOc2JFRUUdFj1JFLRcLhfFxcVQVFSEvLw8Dh8+DG1tbdjY2IgszklJSYGvry92\n7NiByspKeHl5Ye7cuWILDMLDw3Hu3DmEh4dDVVUV5eXlOHHiBL7//nuh7SsrKxEZGYnY2Fj89ddf\nuHv3LtTU1LBy5UrMnz9fKO1ndnY2goODERYWhujoaCQnJ6Nz587YtWtXHRbKd/HkyRPcunUL9+7d\nQ2xsLGJjY6GpqYmNGzdi4sSJ9a4dUQ0V8f379xEVFYVHjx5BVlYWcXFxmDFjBtzd3eux9lVUVOD5\n8+coLi5GSUkJSkpKUFxcjFevXmHdunUwMzODpaUlZsyYga5du9Z0kpEBMYxUxUh8Pr8epUJlZSUu\nXbokYEZ0cnLCoUOH0Lp1awD/f38QEXx9feHp6Yn169dDTk4Ow4YNQ3V1Nfbv34+wsDDExcXh6NGj\nsLCwwIQJEwRFMStXrsQff/yBlStX4vfffxc6N3t7e3h6erJiTayqqkL//v2RnZ2NIUOG4PDhwwDE\nU9cGBQXh+PHj8PX1ZX29KisrRdLHSurD5XJx/fp1REZGgsfj1fk8PDwcz58/r1P89W716NcIIkJC\nQoKgQvnBgwewsrJCjx49xN6jtcVUXC4XHA4HI0aMwPDhw0W2z8nJwaJFixAUFAQdHR04ODhg/Pjx\nYiueq6qqICcnV2dfo60UrR2by+UiODgY58+fx8mTJ9G2bVscOnQH1XnoAAAgAElEQVQIw4YNE3uM\nuLg4nDx5EhoaGtDQ0ICVlRW+++67j55bcXExDh06hPLycpSXl8PGxgaDBw+W2I/H4+GHH35AdHQ0\nZGVlsXHjRkyfPl3iw4CIoKWlBU1NTbElv7VITU3Fxo0b0bJlSygpKWHq1KkiHx61SE5OxoEDB9C2\nbVuoq6tj4MCBgipccThx4gTOnj2Ldu3aoWPHjliwYIHAYIoCwzAoKSmBrKyscOpTGRngnfsuNzcX\nAFgZBiJCVFQUjh49ihs3bgg43a9fv44FCxbUu9YvX77E3LlzoaWlBQ8PjzrUB7GxsZgyZQqSk5Px\n77//ws7ODvv27UNcXBx8fHxQUlKCoUOHolOnTvDy8hJU3b6L6OhorFu3Dv/++6/EuQM1pd1TpkxB\nUlISnJyc4OPjg5SUFAQGBmLRokVC+1hZWYHL5eLu3busxvgQ1FIcBwQEICwsDEZGRhg0aFCdBZSs\nrCz69u0rke71a0deXh6CgoLqlP4Lg7y8PAYNGgQjIyNWi5O///4b27Ztw19//QVtbe0Pnl+DVYp+\nzAaAzp49S+PGjSNDQ0NatmwZRUZG0sGDB0X6hYuLiyk8PJy2bdtGEydOJGNjY5KVlaXOnTvTmTNn\nRPqGs7OzG5UKybuorKz85DS6onD79m2pgzIJCQliq2SJSJBCWOtn9vPzo06dOtGECRNoz5499Rkl\nAcrLy6OYmBi6cOECrVmzhgBQu3btaMyYMUIzRV69ekVbtmwhMzMzcnZ2pitXrogNQPL5fNqzZw8Z\nGxvTtWvX6nyWmZlJ06dPJxsbG7p//z79888/REQUFRVFffr0oYqKCqqsrCR7e3s6ffq02Gvm5OQk\nlbh0aGgozZkzhywsLKiwsJASEhJIQ0NDKAsfUU3qrb6+vtTMh5WVlVReXi5yKysro1u3btHKlSvJ\nyMiIVFVVacKECV+FRNvXinPnzrEOhosDxLhcvuhj9tGjR/j1118FT7hXr17BzMys3isGULPqGzly\nJL7//nuYmZnhl19+QdeuXeHr64spU6YIfV29f/8+Fi1aBA0NDTx+/Bhbt24Fh8MR+zTdtm0boqKi\n4ODggNatW0NWVhb29vZiz2P8+PHQ1NTEDz/8IHB/lJSUQE1NTWj7rKws2Nvbo2vXrujRoweOHTuG\nn3/+GdOnTxf5mvzPP/9g69atMDIygrGxMYyNjZGTkwMul4vRo0cLdT0tW7YM165dQ8uWLdGmTRvc\nvXsX8vLymD59OqZNmyb0baZfv36orKxEkyZNoKSkBC6Xi9u3b8PS0hKTJk2Cs7NznbeIqKgozJkz\nB61atYKysjKUlZWhoqKC7OxsZGVlQVFRUai4wpgxY9ChQwd06NABWlpa6NmzJ+bNm4cpU6YIXdWv\nWbMG5ubmCAkJYUUw9urVK6SlpeHWrVsC7gwul4sdO3bA19cX33//PXx8fNCpUycBJ1Cty6958+aY\nOnUqbG1t4ezsjJKSEqFvTkSEwYMHC+UqyczMxO7du/Hrr7/WOR8tLS1oaGigffv2kJWVxcyZM/Hm\nzZs6IivvokOHDvDw8EDPnj3ruRxFoaqqCsrKyrULJ5GoZV/cvXv3JxFv+IZPj8DAQPTo0YM92Zko\nS9/QG96mrgUHB9OMGTOoU6dODZKaVVhYSGPHjiVNTU3S19endevWiV0R15Yur1+/nvT09AgATZs2\nTWyZfUVFBV2+fJnmzZtHBgYGNHbsWNLQ0BCrmF5dXU2JiYm0ceNGkpGRofbt29P48ePFVswWFxfT\nrVu3aM+ePTRr1izB/ExMTMjf319kQKqsrIySk5PJxsaGXF1d6ciRI/TkyROR4xDVZO0UFhbSnj17\naPLkyXTgwAFKSkpiFfSqrKwUnyf/XtpiVVXVJ0nnKikpoWHDhpGDgwPNnj1bUIzDMAz9/fffZGho\nSJaWltSiRQuaO3euyOP8+uuvtGTJEuLxeLR9+3by9PQU2TYnJ4dWrlwp+L+oqIhWr15NCgoKIvtN\nnTpVoENqbm5OW7ZskXhuu3btkpgBVosvVSn6DeLxOVboX9SgFxUV0axZswgAzZ8/n3WEPDc395MY\nAHFgGIYOHjxIXl5e5OXlJdal836/devWkbKyMikrK9Ps2bPFZrAUFRV9cHn0qVOn6OjRoxQcHEyP\nHz9mxQcjLaS9zhUVFZSWlib+u3zPoOfm5tKzZ8+kypAoKSmhmzdv0q5du2j69Olkbm5OZmZm1KlT\nJ+revTv9/fffgofz4MGDadasWfTkyRMyMzMjDQ0Nys3NFXrc3bt30/jx4ykuLo7Mzc2pefPmIlMG\neTweDRkyhBYvXlznXHR1dem7774Tmi3B5/NJX1+feDwe/fnnn/TLL79IPNerV6+SrKwsq9qGiooK\n8vPz+2bQGyH+8y4XCwsLLFq0CPb29vV4z4UhIiIC2dnZCAgIwN9//w1zc3NYWlpi8eLFQgN1paWl\nePXqFVRUVKCioiJwy/j6+qJfv35CxTDy8/PRqlUryMnJ1RFmFYe8vDyoqqpCRkYGMjIyWLNmDdas\nWSOyPcMwKCoqgoqKikQO91oUFRWBYRioqKggPDwcPXv2xI8//ii2z7Nnz1BcXAxZWVkcP34clZWV\nGDlyJAYOHCgyoyI6OhqVlZXg8Xiorq7GwYMHUVxcDHt7e9jb26Nz5851vqeioiLExsYiPz8fBQUF\nyM/Px4YNG6CoqIgBAwZgwYIFsLS0rDdOUFAQcnNzkZeXh1evXsHDwwPt2rWDpaUl1q1bV49WODw8\nHHfv3kVsbCyePHkCeXl5GBoawsTEBK6urtDX10eLFi0QGxsLQ0NDFBcXY/bs2Xj27Bm8vLygqamJ\nESNGYNWqVejSpYtQd9iFCxdw4cIFBAQE4PHjx3j+/DkmT56Mtm3bCr1Wfn5+CA0NxaBBgwDU3G9j\nx47Fpk2b0KlTJ6H6sw8ePICBgQEqKirg7e2NiIgI0V8gagL0y5cvh7Kyskh3C5/Px6FDhwQc8kZG\nRvD29hZ73G/4OlBaWgp5eXnW7rAvatBv3LgBZWVlZGdn48mTJxK5wf/9918oKSmhVatW0NHRgaOj\nIyZNmiQy6+Lly5dYu3YtCgsLUVhYKBBbTU9PR35+PgYOHIiffvoJjo6OAiP177//wtvbG/Ly8jAz\nM0Pv3r3Ru3dvdOnSBSEhIbC0tKz3Q12+fDnu3bsHExMTWFtbw9raGrq6unj9+jVUVVXr/RBzc3Mx\nevRo8Hg8WFlZYfDgwfDz88OKFSugo6Mj9Fzu37+PjRs3orCwEHl5ecjPz8ecOXPw008/oX379kL7\nXL58GVFRUeDz+YiLi0NCQgKioqIwceJEzJkzR+hNcuTIkZonfdOmaNasGTIyMpCYmAgNDQ107NgR\nenp6dfplZWXBz88PKioqUFVVhZaWFrp06QJra2tMmzZNZCpfWFgY1NTUoKamhl69esHMzAyTJk3C\npEmThGa7xMXFQVNTExwOB926dRN5g5uYmACoEQquTSV78eIFhg0bhq1bt4rNVuratSv+/vtvFBYW\nYvr06QgNDRWb0TNq1ChBRlNpaSkcHR0xa9YssQ/aTp06YdOmTfD09MScOXMkZgwpKSnBz88PT548\nEdkmJydHkJ1jZ2eHyZMnS4z7fMPXgbi4OOjq6rLPihG1dG/oDQBdv36dnJ2dqVOnTlJRvJaUlHxw\nAQOfz6c1a9bQwYMHKTExUeRxioqKKDQ0lLZs2UJOTk5kYGBAqqqqpKOjQ8ePH6/niuDxeBQVFUVb\nt24lBwcHMjQ0JGtra9LV1aWLFy8KHaeoqEhQYAKAFBQUaPPmzWJdMAzD0LJly8jNzY28vb0pJCSE\n1bW4c+eOSDeDOKSkpEjlymEYRnJG0Xsulw/hUGeLR48ekZGRkdAyf2EoKyujAQMGUHBwMOsxSkpK\naNCgQfWKlUQhIyODTE1NP3nm1cuXL8nHx4ccHBxIW1v7kx77Gz4ekZGR1KpVKxo1ahQdPHiQXr9+\n/UHHQWMtLOrVqxeioqIQEhICGxsbiX3evHmDjRs3oqCgAJWVlfj1119hZmYmsj2fz0eTJk0+uoAF\nqHEtuLm5oWXLllBXV4etrS0sLCzEHmfmzJm4c+cOWrVqhbFjx2Lp0qVCV5bJycl49OgRWrRoAQUF\nBXTt2hWampqs5ywNxBWwvI/s7GxERESgf//+rOeTkpKCkydPwtjYGEZGRtDV1a2fgfNeHnpeXh7W\nrFmDHj16wNDQEAYGBhIzWYqKinDhwgUMGDCgnhuoFnfv3sWcOXNw+vRpVspQDMNg7NixGD58OGt3\nm7CVOZfLhb+/PywtLYW6a1xcXDB69GixMnUfAy6XCxUVFfz000/gcDjo3bu3RJ3b/wKys7MFuqFP\nnz4V27Z58+awtLSEg4PDZ83wqZWFDAgIwNWrV6GpqVnnDV5OTg7+/v4iM+SARlxYtHLlSnTo0AGz\nZ8+W2J7H42Hq1Km4dOkS2rZti7Nnz4o15kBNsYS9vT2mTZuGadOmsSpcqS1uWr9+PavKPwAIDg6G\ngYEBuFwumjVrJtIFUouqqircvHkT1tbWYitd30VSUhJSUlJgaGgIHR0dFBYW4s2bN2IN1aVLl5CW\nlobmzZsLtvDwcCQlJWHs2LEYPXo0NDQ06vT5/fffkZubi/z8fOTn5yMwMBAMw8DKygq7d++uV9X2\n/Plz7N27F69evUJGRgaKi4vx8OFDKCgoYOrUqVi6dGn9WIWMDBbMn4/09HS8fv0afD4fT548EcQt\n5s+fX6+Pj48PUlNTBe6zgoIC3LhxA9XV1TA3N8fevXvrSBImJyfjxx9/xIULF0S6sd7H9u3bkZOT\ng02bNtXZX1FRgdTUVCQnJ2PAgAF1rpmTkxPGjBmDH3/8Eenp6di8eTPOnDkDFxcXbNu2rd4YL168\nwKxZsxAUFPRRsn2SEBUVhfPnzyMgIACZmZlwcHDAnj17pJI/+1rg5+eHTZs24cmTJwJRdH19fbHX\nt1ZKMSAgAC9evMDQoUPrpdfq6elh+PDhDSY8X11djcePH9epxh01ahRWrlyJCRMmiIyvNVqDLu3Y\njx8/xsuXL9GvXz9WwcSEhASMHz8epqamGDBgAKZNmyaxHHrjxo04ePAgdHR0sHTpUlY6obt378Y/\n//yDzMxMvH79Gp6enpg5c6ZIY52Xl4dff/0Vd+7cgaOjI6ZOnYpXr16hX79+Iuf36NEjnD59GvHx\n8Xj58iWUlJQQGRmJCRMmwN3dXWjVZ3h4OJ49ewYul4vKykpUVlbi5s2bCAsLg7W1Nezt7eHi4lLn\nR37p0iUoKioKfP8eHh5wdnbGoEGDhJ5Pbm4uYmNjoa2tLcitPnr0KCZPniz6O5KRwc2ICOjo6EBT\nUxOysrI4efIkRo8eLbyyFMC1a9dARFBRUYGysjJatWqFzZs3Y8SIEbCyshJKY1BcXFzPR33//n1B\n4JfP52PKlCmCB31ZWRlatGhR51iBgYFwcHAAAOzatQvz58+vc7zi4mLBed64cQMjR45Ex44dcevW\nLZHfZWVlJQoLC5GYmCjQ021IpKenY/DgwawWQR+DlJQUJCYmim3TtGlT9O7d+5PRBVRXV8PW1haO\njo5YsGCB0BoWSXj16hWCgoJQUFAg2EdUQwcQGBgINTU1cDgczJgxQ2JF9sfiwoUL8PHxQWRkJMzN\nzcHhcOr9tkeMGNF4DXpBQQF++eUXpKWloaysDFu2bBHJTSItiEjqVdCH9KnF+vXrcevWLTRp0gQ2\nNjZYvHix2Fe5iooKXLx4EceOHcO9e/fQuXNnnD17Fnp6ehLHOn/+PHx8fKCtrQ09PT24urpCXV1d\nYr/09HRoaGh80I3PBkQsBJ3fc7nk5ORAWVmZtSsI+H8ejfbt2wtoE8Q9rHk8HsLCwnDw4EGcPXsW\nnTt3xsmTJ9GnTx+h7Z8/fw4vLy/cvn0bTZs2xfLlyzF69GihbRmGgaenJwIDA7F161YoKyuLFIkG\nagLCEyZMwPXr19GtWzfW51wLPp8PGRkZ1m93AGBmZoYDBw58UoNeVVWFiIgI+Pv7IyAgAKWlpTA1\nNRU7r4qKCty7dw89e/aEg4MDOBwO+6KZtygrK0NoaCj8/f1x9epV6OnpSfUmJg0YhkFUVBR8fHyQ\nmZmJwMDATz6GMJSWluLatWsIDAxEZmZmnc8uXbok0qB/0aBoZGQkTZkyhdq0aUNdunSRyG6Yk5PT\naKTjPhbvlrenp6fTxIkTyc7Ojuzs7ITStBIRnT17lh4+fCh1bnhpaSlt3ryZrl+/ziqXmagmuOnl\n5UWurq7k4+ND9+/fFxus5fP59PLlS7p+/Tr16NGDtLW1ycbGRjir5dugaEFBAd28eZMmTpxITZo0\nIR0dHVqyZIlIatzq6mp6+PAhHT9+nJYsWUIKCgoEgIYMGSJU+aq6upquXr1Ks2bNIn19fZo7dy6F\nhobS6tWrRdIBx8fH04QJE8jCwoIuXrxIfD5fLN1ybm4ucTgcWrZsGasgZ1hYGMnJyZG5ubnEtu+P\nc/LkSQG3vZqaGk2aNIlOnz4tsugtJSWFtm/fTkOGDCElJaVPri36888/U/fu3Wn9+vUUHR3NOrD9\nLuVu586dSUlJSapNTU2NRo4cSX/++adA/L0hUFFRQYGBgTR//nzS0dGhWbNmNdhY0gCNtbBowoQJ\ndOPGDbpz547ELBcej0ejRo0iW1tb1tzQaWlpAp4Otti/f79U7YmIlR7mu8jLyyN1dXWys7Oj0NBQ\nVj+EgIAAateunUAU+fTp0xL7ubu7U+/evcnExIRatGhBAKhv374ipbMYhiFra2syNjYmY2Nj6t69\nOzVp0oQcHR3p8uXLQh8kMTExZGJiQsbGxsThcGjRokVkbW1NHA6HwsPDhc8RIENDQxo4cCC5urrS\nkiVLqHfv3mKrXceNG0fGxsb0448/koeHBwUHB9PSpUspNDRUaPvMzEyB8lJYWBirhcCpU6do+PDh\nouctBNOnT2dNO0tE9ObNGxo7dizt3btXbLtaabTNmzfTgAEDSFFRkRwdHcnHx4devnxJL168oH37\n9hGHwyFFRUXq2bMnGRkZCTZdXV3S1NSkGTNm0IULF6Tms2eDBQsW0MCBA+n48eOsub337dv3yefx\nPuLj41nJw717jWv5+Gs3Q0NDUlRUJAsLC9q8eTM9ePCg0VADizPoX9zlwhaVlZWwtLTE/fv3oaGh\ngdOnT8PKykpsn6KiIjx58gTGxsasXQyislw+JYqLi7FkyRLo6OigW7duGDp0KFRVVcX24XK58PT0\nhLa2NkaPHg15eXlUV1eL9DkDNa9tcnJykJWVhYeHBxwdHevQEQtDWVmZwF0SExMDNTU1dOjQQWR7\nHo8HGRmZOtesoKAAKioqogd5jz63vLwcLVq0EOvqkiY7B6hZqDAMI5gXwzDIyclBZmYmvvvuO6FZ\nBPSOu+3NmzeIiopCQkICZs2aJfL7qe1TUFCAixcvYsKECaxoa8VRP//22284fvw4mjRpInBLWFtb\nCy1UAmrcGMnJyXj39yQvL4+uXbtK5ZaRFoWFhTh//jz8/f0RGhqKnj17Yt26dbC1tRXZ53P8vmqN\nm7Bzr6ioQGhoqIBZUlZWFhwOB8OHD6+XyaWjoyPxd/kl8FUERYkIV69eRceOHdGxY0eRXzrDMCgt\nLUVJSYnEbJL/GmJiYnDo0CHcu3cPWlpaOHv2rMgfeS0KCwtRXl6O5s2bQ05ODvLy8hINI5fLRV5e\nHtTV1Vk/CHk8HuLj49GmTRuoq6uLz6Z460NnGAanT58W0OyqqqqiX79+Yg17RUUF3NzckJmZCT6f\nj/nz5wuClqJw9uxZTJo0CTweD7/99hvWrl0r1tBduHBB8NC8dOkShgwZIrJtYmIitm7ditOnT2PP\nnj1wcXEROxdJKCwshKqqKuLj4yVmajQmVFZW4vfff8eLFy9w7Nixzzr2pUuXcO7cuTr7dHR0YGJi\nIviea/3fN27cgKmpKTgcDjgcDrp37/7VXONaNCh9LoAmAGIA/Pv2fxXUKBU9ARAEoLWIfvT06VMK\nDg6mAwcO0IoVK6hDhw4CGlVfX99P8opTWFgolc/5c7xWvXz5kn777TeaO3cuZWdns+pTVFREK1as\noCZNmtDQoUNZqaoUFhbSjh07CAABoFGjRokl/yKqUfXx8/Oj1q1bEwDq2rWrWHk/hmEoOTmZTpw4\nIfj+tLS06MyZM6KvJUBhYWG0bt060tHRIQA0dOhQscpIGRkZtGvXLho0aBBpaWlRhw4dxEq4MQxD\n165dIycnJ+rfvz/16NFDJEVtLWqJtUxMTMja2ppCQkLEtieq0SuVk5OjH3744YPuHYZhKCEhgTw8\nPMjKyooUFRVZqx81NnwpTdH+/fsL7nFR29ixY+nMmTNSFTA2VqCBuVwWAXgMoDZHbQWAECLykJGR\nWQ7g17f76mHZsmWCcnJLS0tUVVVBR0cH06dPr0dXWstD4urqWqdUXxxu3ryJX3/9FcbGxvD29mbV\nZ8uWLbCxsYG5ubnEtrW4du0arK2tWb9KKigoICQkBEePHmWVmQLUZEbo6uri4sWLGDJkiMSVOQBs\n3boVfD4f/fr1w/LlyzFixAix7RmGwfTp02FgYIA+ffqgb9++WLZsmVjRjejoaGzatAl9+vTBkCFD\n0LFjRyxevFhivvPZs2dhbW2N1atXQ11dXWJ66IYNG9CzZ08cP34cb968QdeuXcWmrmZlZcHX1xcr\nVqxAr169kJubKzFVLiwsDNra2rh79y6qqqrEZ+q8RUJCAoKCgvD999+zXulxuVyEhYUJFHL4fD44\nHA5+/vlnDBo06D+ZK16LPXv21Ev9FAc+n4+DBw9izpw5ItvcunVL6P6nT58iICAAf/31F8rLyzF+\n/Hip5/u14aNcLjIyMtoAjgD4HcBSInKUkZFJAmBFRFkyMjIaAMKIqF7y5ofkoaelpWHLli2IiYnB\nsmXLYG1tDR6PJ7KK8c2bN+jTpw/S09Oxbt06sYRZtSgpKUFsbKxQQqlPiXelpUpLS7F//36UlJSg\nrKwMdnZ2Yv2Q0oLL5bJ6AHxsH9b+0ffSFhsaDMMgIyMDKSkp6Nu3LytD/anx6tWrOopABgYG4HA4\ncHBw+KpcK+Jw7NgxhIaGfnaXiygUFRUhODgYvr6+KC0tRXBw8Jee0ieBOJfLx67QtwP4GTXi0LVo\nR0RZAEBEb2RkZIRT1X0AdHV1sW/fPmRkZMDDwwOrVq0Cn89HcHCw0GouDQ0NPHv2DPHx8QgLC0Ni\nYqLEEnBFRcWPNuapqanIzMyEiYmJyKBlrTF//Pgxzpw5g127dqGyshI7duwQ67O9desW3N3dUV5e\nDh0dHWzfvl1sWf7Dhw8RFRWFJk2aoEmTJhg8eLDY2AOXy8W9e/egoKAABQUFKCoqSpT1e/36NcLC\nwsAwDBiGgYmJicQq2+TkZJw4cQKlpaWorKzEkiVLxOZuAzWr4Z9++glv3ryBuro6Dhw4IDFn/9Ch\nQ1i4cCGqq6tx9OjRz2bM+Xw+7t+/L8jRTk9Ph52dHcaNG4fDhw+LLe3+ho/DgwcPsHjxYty/fx8D\nBgyAg4MDnJycvvS0Pg9E+WIkbQA4AHa//dsa/+9DL3ivXZ6I/rRq1Spyd3enGTNmiPWH1uLdHOrK\nykqaPXs2aWtrk6amptDc7erqaqkJkPLy8qTOdb958yadOHGCtm7dSsuWLaNRo0YRAJKRkaExY8ZQ\nenp6nfZFRUW0efNmMjc3J0dHRzp16hSdPn1abB5+UlISLVq0iPT19UlRUZFmzpwpMRXt2rVrNHny\nZAJAbdu2pXPnzon1zfJ4PDp27JggPbJv374SUzIzMzNp7dq11LRpU2revDlt2bJF8vUDaMqUKdSk\nSRPq3Lkz3b9/X3x7Ijp06BD169ePVFVVacyYMRLPPT8/nxYtWkQmJibUuXNnCgoKkjhGbGws7dix\n44P56QsKCujs2bM0ZcoUUldXJ319fVq+fDlFREQ0CFd9YwLDMLRt27Yv4kN/H5s3b6aJEydSaWnp\nl57KJ8H169fJ3d1dsKGBfOgDADjKyMgMB9ACgKKMjMwJAG9kZGTa0f+7XLJFHeDq1asAalZraWlp\naNmypUjfdUVFBQYOHIjZs2dj5syZkJOTg4+PD4CaNMD3q6mAmjLvJUuWYM+ePawr5C5evIjt27fD\n3NwcI0eOhK2tLVq0aCFICRP2ahwVFQUej4d27doJ5PRatGgBV1dXWFhY1OsjKysLdXV1BAUFiU/v\ne+/8bW1t4eHhgejoaJGSZe+iuLgYM2fORPv27bFs2TKJq8ImTZqgqKgIY8eOhbGxMVxcXCSmvVVW\nVqJTp05YsWIFfvzxR/To0YPV+cyZMwdDhgzByJEjWQljt2rVCv/88w/S0tLQp08fiS6K5s2bY+DA\ngfDy8kJ2djYrcjE5OTk4ODiIzOzh8/nIz8+vs6+WEMrf3x8xMTEYOHAgHBwcsH79erHpnv8FVFZW\nCio2AwICAACenp5SH4eNu6n298cW2traX8S11hCopeSuxbp160S2/SRpizIyMlYAfqIaH7oHalbl\nW94GRVWIqF5QtNaHnpSUhLlz56Jdu3bQ1NTErFmzRBqF0tJSrF27Fvfu3cPu3buFajm+j8TERLi6\nuqJv375Yu3YtK01GPp+Pu3fv4uLFiwgODoaenh5GjBgBf39/eHt7NxgTYmMB0YfTH7DCez70srIy\nNGvWrMHoCD4G+fn5CAoKgr+/P4KCggDUNUBKSkoYOnQoHBwc/vMBzfexbNkyXL16FZMmTQKHw0GP\nHj0aRSzgjz/+QGFhIf74448vPZUGQYPnob9n0FUB/AXgOwAvAIwjokIhfehDx46Pj8eCBQvQt29f\nuLu7IysrC506dRLZnmEY7N27F4cPH8a2bduQk5ODsWPHshqLiJCYmAgvLy8cPnwYqqqq2L17N5yd\nnYXevKdOnYKCggJMTU3x3Xffib3Bnz59ii1btqBNmzZo09qHwcYAACAASURBVKYNhg8fLpb8h2EY\n/PHHH6iuroaamho6duyIYcOGiRyjrKwMJ06cENDy6urqSszeyc3Nhbe3t8DnbmtrK/Ft4OnTp1i9\nerXAMG/cuFF8rEJGBgf//BM7d+5ERkYG5s6di40bNzZoEQxbENWQMtVmoMTHx8Pa2lpQfCIpnvC/\nhJkzZ6Jv376YOXPml55KHfwvG/QvWvrPJpe6FgzD0PHjxwX+WT6fT/v37ydDQ0PS1dWlzMzMen2y\nsrIoNjZW0D8tLY0MDAxITk6OIiIihI5z+/ZtCgkJEfhoy8vLqaysjB4/fkyhoaEUEhJCQUFBdfJZ\nvby8aOrUqWRra0uampqCXOxdu3YJ9Sfn5ubS5MmTydjYmOTl5alr164iRTBqERERQQ4ODtSuXTuS\nlZWlefPmScxh37VrFykpKZGMjAzNmzdPrNA1UY0PfeLEiaSgoEDKysp0+PBhifnQjx49IgsLC2rd\nujX179+fnj17JrY9EREBZGBgQK1btyZfX1+JzRmGoenTp5O3t/cHa8kmJSWRq6ur2G3q1Kmko6ND\nHTp0oHnz5lFAQABr7pv/RcyYMYP+/PNPqfqwiWW8Cz6fL5XYCFGND3358uVS9fmagMZa+u/t7Y0F\nCxawek0rLy/HzJkz0a1bN6xatQpNmzZFVVUVFi5ciBMnTuD7779HeHh4HX9samoqlixZAh6PBzMz\nM+jr66OgoACBgYF48OABQkND663sb9++jTNnzuDOnTto0qQJzMzMcOnSJXh4eGDcuHFC53rnzh20\naNECWlpaCA0NRdOmTeHo6CiyIrO6uhoJCQnQ19fH33//DScnJ4nVm2/evAGXy0VycjK+++47VoIN\nKSkpuHLlCvr37886hpCYmIi4uDgMGjSoHle6MJSUlKC8vBwPHz6EtbU1O6EAGRlUV1UhKSmJNed8\nYmKiVLne74KIsG3bNpw7dw5Tp04V2a5p06bo379/o3EdNCaUlJTgxo0bKCkpEezz8fHBxIkTpVqh\np6SkSMxmeh+pqalC6aFF4X95hd5oSv8/BlwuF5GRkQAgVDMyNjYWQ4YMQUFBAXbu3ImFCxeioqIC\nGRkZYm+ukpISbNiwATt37oSysjIcHBzg6enZKPkd2IAa2jfOFlLmoRMRsrOzpQqMMQyDmJgYQe53\ns2bNsGXLFowZM+ZDZvw/iZSUFMH1u3v3rlAe8xUrVsDY2PgLzVA4vhn0L4BPadDFISsrCy1btkR0\ndDRSUlKQnJwMR0dHkfJxZWVlUFBQEBg+NqRQQUFBglUzG4NZUFAAX19faGtrQ1tbG7q6uhKrGCMj\nIxEZGQkFBQW0bNkSjo6OEjNkDh06hPPnz+Ply5cYPnw4NmzYIDbwmJ+fj3PnziE9PR2tW7cWKZn3\n0ZDSoF++fBkjR45knRFUi+7duwvIrbp169Y4HmaNGML4zWuvn42NjVgiuC+NrKwsgbRbcHAwtm7d\n2uh8+58KjdaHnpaWxtpvxDAMXb58mXV7IqKHDx9Sx44dpaLQ3blzJ5mamtKJEydY5yNbW1sTANLT\n0yM/Pz+JfuesrCxq3rw5NW3alFxdXSXyqxDVULsCIH19fQoPD2c1L1dXV2rWrBnt3LmTFTdIdXU1\naWhoEIfDEclJ/j7i4uJo7ty5VFZWxqo9EdH7ItGikJmZSYcPHyZra2uaNGkS++N/g9SIi4uj1q1b\nU58+fWj9+vUUExMj8Z4JDAxkFzN5B5Jog98Hj8eTSGm9cuVKat26NY0ZM4aOHDlCb968kWqMrw1o\nrD70adOm4ciRIw02xrVr17BkyRK8fv0aS5YswcqVKyWu0u7du4eXL1+iZ8+e6Ny5M6sV6tGjR9G8\neXOMGDGCVdoaEcHb2xuOjo6s1ImAmtXT/v37MXfuXNY0skSE69evC3VDiUJMTAyMjIxY89Iwb2lw\nhV3XFy9eICAgAPHx8XXcJQf+/BOzZ80SO++4uDikpKQINCJHjBgh9Qr9G9jj/Pnz8PX1xT///NOg\n49AndPtVV1cjMjISc+fOhaenJzgczic5bmNHo3W5pKWlQVNT87PkH5eXl0NOTu6zqXv/L6CsrAzh\n4eH1tBgfPXqEgIAAvHnzBsOGDaunqj57zhwceFsUJgpdunSBhYWFVBzo3/DhOH/+PPbu3YuAgACp\nOXwaEqmpqbh//z4YhhHsq5Wgu3r1KjQ0NKCoqIjZs2eLnbeysjKsrKwatduILRqtQa+srGx0xSRv\n3rzBq1evYGpqynolcevWLTAMAyMjI1bi1WVlZfD394eWlha+//57VoyLr1+/Rnp6OvT09NCuXTtW\n80pLS0NRURGMjIxYtWeD58+fC3K0IyMjYWZmJlQt3cHBAebm5sJX+p+ZnOsbJCM9PR0TJ04U5N07\nODhg+PDh0NbW/qzz4PP5uHHjhsCPX1RUBAsLizp2Ijs7GwUFBWAYBqmpqTA2NpZYH5CZmYmoqCj0\n69cPDg4OcHR0rFPJW1xcjOLi4jp91NXVWYmVfG40Wh/6jh07WPuNeDweXblyhb2jiYiePn0qlstb\nGE6fPi21pJyLiwudPHmSNYd1QUEBdenShby8vFjnOQcHB9P69eul4gTx9vaWyscZHx9fLz+/qqqK\nwsLC6Oeff6YePXpQ27Ztadq0aXTu3DmxWptiwdKH/g2fH3l5eeTr60sTJkwgVVVVMjIyolWrVlFk\nZGS9moqAgAB6/vy5VMffvXu32M9v3bpFTZs2JQDk4uJCT58+rdemffv29OOPP9KZM2ck1la8i6Ki\nIjp//jy5uLiQoqIixcXF0aZNm2jAgAHUqlUrat++vWDT0tIiJSWlz6JdKi3QWH3o/fv3F8llLAzU\nWNLu3sOHzKuiooIVDcGXQG5uriBjoFZFqpbq1czM7OMrOr+t0L8K8Hg83L17V7BazszMhL29PRwc\nHGBnZwdlZeUGGbeoqAhXr15FQEAALl++LFDbqkVaWhqKi4ulplkoLy8XyM/t378furq6+OGHH8Dh\ncGBlZVXPZZObm4srV64gICAAQUFB0NXVFWT9mJubf7HK5kbrcpkxYwbc3d2/lVN/YRAR4uPjBTnH\nCQkJsLGxEam1+NH4ZtC/SqSnpyMwMBD+/v64ceMGTExM8Oeff6Jr164NNibDMEhLS6vjQ2/RooVU\n8pOFhYWYMmUKwsLCoKenh2bNmiE6Ohp8Pp+1UebxeIiMjBS4G3NycjBt2jR4eHhIfU4fi0brcmEY\nRiqKy/v370tFh/vq1SuJlLHv4/Tp0zRt2jRKTU1l1Z5hGDp06JBUJc1VVVWUlJQk1bzep+D9WJSW\nlpKfnx/Nnj2b2rdvT506dSI3NzcKCgoiLpf7Sceqh28ul68eZWVl5OjoKHXp/4fcxx9779+8eZMU\nFBTI0NCQFBUVicPh1KOcyMjIkOr3eO3aNWrRosVHzetDgQaWoPtgJCUlsSphB2qEIPr164e1a9di\n1apVrPo0b94cvXr1ksodoqGhgUWLFokl+3oXMjIyaNu2rVSpgQzDoLKyUqp5xcbGin2TqaqqEkoh\n/C7Ky8tx7do1BAQE4ObNmzA3NweHw8HSpUvRtWvXRunO+obGCQUFBdbyie8iLi5OqjdyhmHw8OHD\nj3qL79KlC+bOnYtBgwaJZMRMSEiAmpqa2EyZyMhIgfspIyNDrCzel8IXdbn06tULYWFhrHiLi4qK\ncOjQIRw4cAAXL14Uy0r4v4JaJfOAgACEhoZCSUlJrFFu1qwZLCws4ODgAFtbW7Ru3Vpk2wbFN5fL\nfwKNlW2xIRAZGQlHR0fMnj0bHA4Hffv2ZV2r8anRkBJ0H4W5c+di3rx5OHr0qMTVYW0pupubG9LT\n01mPwePx/jO55wzDIDo6WuDHe/r0KYYOHYqRI0fCx8fng1ZM3/ANHwpFRUX4+PiAy+WCw+GwLpL7\nmiGqiK6x4Iuu0CsqKgSqPpKe8kSEGzduwNLSkvUFzcjIwNatW1FdXY1NmzaxWpFeuXIFhYWFGDVq\nFKsc1KKiIjx8+FAkN4wwREdHQ0tLi1Wwsbi4GMHBwQgICEBgYCBUVVXB4XDA4XAwYMCAr7Pw5hOu\n0EtLSxESEoKQkBCUlpbW+axbt27/KRHmxoaysjJcuXIF/v7+CAwMhJqaGjZv3owRI0aI7BMeHg4r\nKyvWYzAMgytXrmD48OGs+zx79gxcLpe1ehYAhISEwMLCgrXL5fXr15gyZQq8vLxYj/Gp0CBZLjIy\nMtoAjgNoB4AB8CcRecvIyKgAOAugA4A01AhcFAnpT6ampvj999+xZs0aHDhwQCxrW63xLygowK5d\nu1jJe71+/RojRoxAVFQUNDU14e3tDScnJ7E/7qSkJDRt2hSdOnViZQSqq6uRm5srVSZITk4OFBUV\nIS8vLxATTkxMrNMmLy8PV65cwd27dzFgwACBERcmhv3VQQqDXvtW8ujRozr7CwoKEBQUhMjISPTp\n0wf29vZ1CM4YhkFsbCz8/f3B5/PB4XCwaNEi1q66srIyhIWFITtbpIIiaxgZGcHExOQ//VBhGAYe\nHh6IiIjAuXPnPqlyU3p6OnR0dFi3LykpAY/HE0sV4e3tDTc3N8H/GRkZ0NLSYp31kpKSAiMjI5SX\nl7Oe16dCQxl0DQAaRBQnIyPTCkA0gBEAXFAjQechSYLu+fPnWLBgAeTk5JCamorDhw/D1NRU7EW9\nfv06li1bhvHjx2PJkiViV6hENRJ3tfJmcnJyaNu27RdXxikqKkJQUJAgz7Zt27b18rtbtmwJW1vb\nRs9y90GQYNArKioEsYHAwECoqKjUqzpVUFDA4MGDYWtrK7Y6l6hGcao2vezo0aMi22ZkZODixYuC\noHGvXr2gq6sr9em9i1o5w5KSEgwfPhwODg4wMDAQa9zl5OTQvn37r+4BkJqaipkzZwq0VTkcDkaO\nHFmvkrgxQEZGBtXV1R/sji0vL4eamhoqKio+8cwk47OkLQK4CGAIgCQA7d7u0wCQJKI9EdWk/f31\n11/Upk0batq0KV27dk1i2g6Xy6UNGzZQr1696ObNm1RYWChZaf4LgmEYevz4MXl6epK1tTUpKirS\nsGHDaPfu3VJX2v0nICFtcfXq1WRkZEQ7d+5knT4qDJmZmXTo0CEaNWoUKSkp0ZYtW8S279q1Kzk7\nO9Nff/314VWwIpCcnEzbt2+nIUOGkJ6enthNXV2d9PT0aOHChXTlyhWplL0aA/Lz8+nMmTM0ZswY\nMjQ0/NLTEQoApKurSwsXLvygVN3q6mrq2rUrdenShZYsWUIhISGs2Vk/FhCTtvipjLkuatwrrQAU\nvPdZvog+dehz//rrL2rRogVpaGhQYmJivZMoKiqiQ4cO1dmXkpJC9vb21L9/f3Jzc6uXRxoVFUXR\n0dGUlZXF+mJJKk0Whfz8fDp9+jRNmjSJdHV1SVtbW7Cpq6uTtrY2zZkzh/7991+pcu//k5Bg0Nes\nWUMGBga0detWSkxMlCo/uBaenp6krKxM48aNo2PHjkmU6yMi0tLSooyMDNZj8Pl82rdvn9RzkwSG\nYSg+Pp42bdpE/fv3JyUlJRoxYkSjK0GXhMzMTGrZsiUtWLCALl++/EEPJh6PJ/U1jo2NpZs3b4pt\no6SkRGZmZmRmZkYGBgakrKws9eKBz+dTdHQ0rV+/nnr37k1qamqf5ftpUIP+1ohHARhBQgw4atwv\nQg26kZERnThxQvCDff36NQ0cOJB69epFa9asoYqKCsrNzSWimi/W2dm53irr1atXpKOjQwDI09Oz\nzme+vr7UqlUr2rVr16e5kkKQnp5OlpaWpKioSA4ODrRv3z5KSkqi9PR0wSZt0cJ/HhIMekVFBf37\n7780Z84c0tbWpo4dO7LSHn0XM2fOJGdnZ4qNjZV47QsKCujs2bPUqlWrRmkwc3Jy6OTJk+Ts7Ewq\nKipkYmJCt2/f/tLTYoVHjx7R5s2bycLCghQVFWncuHGfbSUrDmlpaeTt7U12dnakqKhIAOjOnTsf\ndUwTExOKjo7+RDMUDXEG/aOyXGRkZJoC8AdwmYh2vt2XCMCaiLLe+tmvE1G96iEZGRlasWIFLl++\njOrqamzevBmOjo5gGAZFRUU4cuQIfH19wePxcPnyZWhpaaG6uhrOzs4YOHAgFi9eLDgWn89HdHQ0\nQkJCMGbMGEEpclRUFBwdHWFoaIgrV6588HmKwz///IPdu3cjICDgk3Cz0Fu//507d8Dn8z/qWIqK\nirCxsZGohvTZIUVQlM/nY/Xq1Xjy5IlUXN2pqanYs2cP/P39UVFRgeHDh6NXr1514hR5eXm4fPmy\nwOc7ZswYuLi4SH06nxM8Hg/z58/Hd999h9WrV3/p6UiFvLw8dOvWDQ8ePGhUfvXS0lK8ePECPXv2\n/KjjmJqa4rfffsPIkSM/afwjLCwMYWFhgv/XrVv36YOiACAjI3McQC4RLX1n3xbUrNK3SAqK1o59\n/vx5rF+/Hlu3boWtrS2AGsO2aNEi7Nq1C0ZGRrhx4waUlJRQVVWFMWPGYNiwYZg7d67EOWZkZGDc\nuHG4evVqgwQX//nnH5w8efKjhAEYhhGkJvr7+6O6ulooWZC0yMnJQVhYGHr27AkOh4OhQ4fWI1Tq\n0KFDo6Mwfj9orK6ujrVr12Ls2LGsj0H0/4RpycnJ8Pf3x+PHj+u0adWqFYYMGYLBgwd/0qyMhsbq\n1ashLy//1Rl0ANDS0kJUVFSjMuii8Db4yLr9nj174OXlBR6PJwiAN8S91SBBUQADAPABxAGIBRAD\nwB6AKoAQAE8AXAWgLKI/+fj4EJ/PJ6Iad8uwYcPIzc2Nrl+/LpA0y8zMpBMnTtD+/ftp0qRJxOVy\nqaKiguzt7engwYNiX038/f3J19eXSktLWclSMQxDHh4eEtu9i/Pnz9OoUaOk6iPsGN999x1t2rSJ\n4uPjP6l7hsvlUlBQELm5uZGBgQF17txZsOnp6TUK6a73g8atWrUie3v7jwoaf4g82p49e6Rq/yE+\n9Li4OIn+XUlYtWoVbdiw4aOO8aWgqakplVuLjQTd+2DjQ2cDSHANCrtfau9lDw8PsrKyolatWtGw\nYcNoz549UklusphXwwVFP2QDQEuXLqWBAwdSXFyc4GLs2LGDmjZtShMmTKhn2Hbv3k2Ojo5UWVlJ\n5eXlNGTIEDp+/LjIEy8uLiZTU1N68uQJ64t16dIl1m2JPo1BP3bsGE2ePPmjjvGhqNXtdHJyotat\nW5OGhgZpamqK3Dp06ECTJ0+mM2fOUEFBAetx8vLy6NSpUzRx4kTS0dGpc0w1NbVvQWMp8LUZ9HeJ\n4Fq2bEl5eXlfekqfDQUFBXTmzBmaPHkytWnThnr27EnLly+niIgIqbQN3oU4g/5FK0WJamhbFyxY\nAHNzc6xbtw5PnjzB9u3bcenSJaxfv76OrxwAtm/fjsjISJw+fRqVlZVwcHCAq6srOnTogL59+9Yb\nJy4uDq6urggLC2sQaa2LFy9i5cqV8PLywqBBgz5ojOPHjyMkJATHjx//5POTBlVVVcjNzRXbprYy\nMyAgABERETAxMZH4+pyRkYH4+HhYWVkJFOTf5e9p0qQJ2rVr99XlXX8p/Pbbb7h48SL09fVFtpGX\nl8egQYMwbNiwL0IJUatsFRAQgFu3bqFXr174v/bOPCqKK/vj3+cSJwlKkETxxID+ouIygIiAglGQ\nuECjuKBhYhI3TFBzghIdwcRlHM9MiAmRxcy44hZwQUSkUSTSqA1GISooGkQ2wWgDLhBEabrr/v6A\n7mGnC1BKU59z6kBV16v+1qvqV6/uu/c+iUSCKVOmPNN0u0JGE0SoMa3evn0bnp6e8Pf353UcweZD\n13w3x3HYuXMnQkJCsHbtWsyYMQOVlZWQyWRwcHDQDjZWVlaiW7du+Pe//41r165h7969UCgUsLa2\nxmuvvYbr16/XCTTiOA5qtRrbt2/HtWvX8OOPP7aoq6qqilc4/dOnTxEYGAipVIorV67AwcEB8+fP\nx/Tp03U+xt69exEWFobDhw+je/fuOpdriVu3bmHAgAE6719aWoqqqiqdB1ErKipw9uzZOnOKNkbP\nnj0xduxY7XXMzs7WOZslUP2gKSoq4jUdGhGhsrKS1wOW77UHgKtXr6Jfv368rltb8wsVFBRALpc3\nu48mZcTPP/+MwYMHw8XFReepC9tCdnY2pFIpSkpK4OzsrB270aTdKCgoQPfu3XlNjpGTk8MrQrq0\ntBQqlQqGhoY6l8nNzYWJiQmvoEO+v6/6XL16FXZ2dvjuu++02zp16oRRo0Y1m65CsA36hg0b8NVX\nX2krsbi4GCtXrkRJSQmCgoLqXMSSkhJIJBLEx8ejR48eWL9+PfLz8xEQEIBvv/0WP/zwA0JCQurk\nhDly5AjOnDmDwMBAzJo1Cx988EGLA2tz587FZ599Bjs7O97n9ODBA0RGRsLPzw/FxcU6l8vNzYWX\nlxeSk5MxatQoSCQSODg41GmMOnfujHfffVfnG47jOCQkJOD999/XWcft27dRUVHxzDNZnjx5EpMn\nT9Z5/9LSUty4caPRN7CmKC8vx6+//sorb0hGRgZ69uzJK40D34dTcXEx1q9fjy1btuhcpi0olUqc\nO3cOcXFxKC1tkIGj3enTp0+jHkUaHjx4AAMDA53fxjiOw+nTp7XOErqQl5eHyspKmJqa6lwmMTER\no0eP5jWH6KlTpzBx4kSd969PVVUVVq5cWSfatLKyEmfOnNGmq5BIJHB2dq4TJS3YCS5WrFhBbm5u\nDaLyzpw5Q1ZWVrRx40a6e/eudrAuPDycpk6dSmq1mjiOI19fX/rss8+I4zjKy8sjPz+/Oj6uHMfR\nzJkzKTw8nB4+fEjDhw9vdI7C2uTk5NCIESN0nuuzPkVFRfTmm2+2quwff/xBR48epYULF9LQoUPJ\n1NRUuxgbG1OvXr1o7ty5bZvPU6TD4RO8JPLng+M4ysjIoG+//Zb69etH4eHhdT6HkG3ohw4dgr+/\nP/bv319nsgulUomAgABs27YNPXv2RGJiIvT09ODn54fOnTtj48aNICL4+PiA4zhs3ry59rG1/5eV\nlcHR0RH79u1DeXk5li9fDplM1qyrXkhICPLz87Fp0ybe51VWVoa3334bs2bNgkQiaTHXCB9q2yXl\ncnm7uEOZm5tr50lsy+ujyLOnuLgYb7zxhk5mocLCQnTv3r3jct6LtBqVSoVffvkFUqkUe/bsQXBw\nMGbOnKn9XLA9dE3+latXr5KlpSUdOXKkjqvZw4cPyd3dnV599VWaNGkSpaSkkEqlIldXVzp48KD2\nabZkyRL65JNPGrgxFhUVUXFxMaWnp5OVlRWVlZXR999/T8uXL2/y6ZiZmUkqlYocHR0pOTm5+Ucp\nVbuu1ff2yM7OpsDAQJo4cSLp6emRk5MTBQQE0M2bN1s8nq5UVFTQvXv32rTcuXOHIiMjacGCBWRk\nZESDBg0id3d3mjVrVpPLnDlzaOvWrW3qZR45coTX/vfv3yeZTMarzPnz53lHfWZkZFBxcTGvMsHB\nwTrdJ7XZsmULL0+PrKwsWrVqFc2dO5feeustWrp0KSUlJTXr3rp161Z65ZVXyM3NjcLDw3XyHAoK\nCqILFy7o7DZ7584dGjhwIH355Zc6eybxvfYqlYqOHj3Kq0xWVhalp6fzKhMbG8v7rfxZ3Mdr1qwh\nAwMDAkAAqG/fvvT111/ThQsXtC7eEGoP3cXFBWFhYdDX18ejR4/w8ccf4+LFizh48CAcHBy0+1ZW\nViI+Ph6rVq3C1q1bYWZmBicnJ+zYsQPDhw/H5cuXMXr0aPTq1QtZWVlaO9ixY8cQERGBffv2Yf/+\n/YiJiUFYWBimTZuG/v37Y9myZQ2S8s+ZMwfz589H//79MXv2bMjl8mYjQIkIly9fxogRIxr9vLZX\niFQqhZ6eHiQSCVxdXfHee+8JJqhHk242Ozu72f005xMXF4d33nkHEomkgZdL//794ejo2GS93bt3\nD0ZGRjprU6vVePDgAS9vjYcPH+L111/nVb8cx/HOxFlWVsbrDYyIkJycjEGDBul8Pg8fPkRKSgpi\nY2Nx8uRJjBs3Dg4ODnBxcWmyBx4aGorQ0FA4OTlh/PjxsLW1bbEufvnlF5iYmOg8hsBxHGQyGcaP\nH6+zTZzvtW9NmYqKCqhUKl7XRaFQoFevXrw8rfjqUqlUKC0tbXaw9sKFC8jPz9eu104DXVJSAhcX\nF+zevVuYPfRDhw6RlZWVtuf63//+lwwNDemdd95p1Me5sLCQLCwsKC0tjTIzM8nCwoIUCgU9efKE\n5HI52draUmBgYJ0ybm5uFB8fT0REXl5eFBQURBs2bCAAjfryZmVlkb29PXEcR4GBgfT3v/+92Scq\nHziO0ybzsbW1JX19fZoxYwbt2rWL7t69227f8zyoqqqic+fO0VdffUVLlizRLosXL26Q26a9J7j+\ns8InI6CYO+jlIycnhzw9PYUbWEREdOnSJbKwsKD4+HgqLi6mp0+f0oEDBxpkVtSQmZlJ5ubmlJ2d\nTSdPniQrKytat24dEVXfxDKZrM7NnJ+fT5aWlvTkyRN6+vQp2dnZkUwmo6VLl5KpqWmjN76npycd\nO3aM1Go1OTg4tDlpT22qqqro2rVrRESkUCho9+7d5O7uTvr6+jRy5Ehav349paSkaF+vXlQ0KVQ/\n+ugjMjQ0JHNzc/Lz8yO5XP7cUh0rlUpe+z9+/Jj3YLNarRZkIJTYoL+chIaGCrdBv3TpEqnVarp3\n7x6NHTuWTE1NKTU1tdETKS0tpYCAAOI4jlJTU8nS0pJOnDhBBgYGZGRk1OiP9/z583Tp0iX6/vvv\nac2aNURUnWXNwsKCioqKKCIiooFde+/evZSdnU3W1takVqvp5s2bZGVl1aRNrqysjCIjI5u+Ao2w\nadOmBr0tpVJJCQkJ5OPjQ4MGDSInJydexxQyKpWKkpKSaPXq1WRubk6vv/46GRoaapfevXs3631U\nVFREhw4d4vWdRUVFlJWVxatMdHQ077zYQUFBvBp0DJ+gWwAAD9VJREFUTf5/Pg/sW7duUVJSEi9d\nmzZtomXLllFpaalO+ysUCt51LJVKeadX4Jue+lmlz61PaGioNt2IrvA9F4VCQYcPH+ZVpj6CbtC7\ndeumHVjYsmULde3alf761782+qNSq9W0bNkyWrRoEalUKpLJZGRjY0NpaWnk5OTU6M1448YNsra2\npsePH5Otra02z/qJEydo4sSJjfYUV65cSWFhYfTFF19QeHg4PX36lNzc3OiVV16hgoKCBvurVKom\nNbeWnJwc6tevX7sdT2g8evSIiouLtYu5uTmlpKR0tCxBw/eNrT3vRxHh0FKD3qGDoiYmJjA0NERq\naioYY1AoFNixYwcMDQ3h5eXVoAwR4Z///CcyMjIwa9YsdOnSBYGBgTh+/DgyMzNhZWXVoMymTZvw\nxx9/wNXVFb6+vjh9+jQYY1i3bh04joOzs3OdIKK7d+/Czc0Nx44dg0QiwcWLFxEWFoZFixYhMDCw\nUV2rVq2CtbU13N3d26VucnNzMX78eOTm5rbL8YTOyJEj4ePjAw8Pjw6fHlDolJeXIyEhAXl5ee1+\nbBsbG17BWyLPn927d2P+/PkgIUaKPn78GP7+/nBwcICjo6P2s6a8DX7//Xf07t0b7u7uiIqKwokT\nJ/D7778jKioKR44cQZcuXRqMUqvVaowbNw5BQUEIDQ2FlZUV5s2bh+zsbIwePRq9e/dGenp6nXJL\nliyBs7Mzzp8/jwEDBmDBggVITk7G9u3bERoa2kDX9evXsWrVKhw/flync1er1XUiv+qTm5sLBwcH\n5OXl/Snym+zatQs//PADFAqFNlzczc2NV9Refc6fPw9zc/M6OWNagu+M9EDrPGP4kpOTo/WSSk5O\nho2NDYYMGdKu98atW7fQrVs3HD16VOcyrTn3goKCFlNF9OnTp035ZzRtGp/6ac25PK8ytdm1axcW\nLlzYZIPe4YOiRLoNXj169Ij69OlDBw8epMTERHJ0dCRTU1OqrKwkf39/mjNnToOZiaKjo2nr1q10\n/fp1srGxoaKiIjIzM6Pi4mJSKpW0Zs0a6tSpE128eFFbZsWKFXThwgWyt7en+/fvk7m5ufb1tbH0\nsmVlZeTj40N2dnZNDuTWJy4urlnbY2lpKQ0cOJD69etHS5cupdjY2BduXsnWkJeXR1u2bKEhQ4a0\neWq3nJwcne3HGvj6LqvVatq2bRuvMrGxsS1Oh6dUKkkmk9GXX35JgwcPpt69e9P8+fMpIiKC9znp\nSnp6unbwevXq1ZSUlNTi4HVL93FjGBsb0+DBg8nMzKzJRV9fn2xsbOgf//gHpaam8jY3paWl8R5z\n2Lt3L28bOt97VKFQ8B5vI6r2vNu8eTNNmDCB9PT0hGty4fPdhYWF2L59O6KiohAdHQ0TExOcO3cO\n3bp1g5GREUaOHAmlUon8/Hytb+6TJ0/g6OiI4OBgJCQkoKKiAmZmZpBKpdqe9rlz5yCXy+Hn5weg\n2nc9KioKarUa8+bNQ3JyMvT19bF06dImn6xjxoxBVlYWgGp/1vaAiJCRkaHtmd24cQO3bt36U0T+\nLV++HMbGxli+fHlHS2l3Hj161GJiqnfffRcGBgbaCF4rK6vnYopSq9W4cOECYmJiIJVKcefOHUye\nPBmurq6YNGkSDAwMWnXcR48eIS4uDjExMYiKisLt27ebPZZSqYRcLodUKsXx48cxdOhQREVFtfa0\nXmg2btyIkJAQ7b3w/vvvo0ePHsI0ubi5uWnXu3btCnt7e7i6ujYbgq5Wq1FcXNzAoV8ul+Pzzz/H\n7NmzsXr1au327OxszJgxA3FxcZg5cyaCg4Oxdu1auLi4YPr06ejTpw+USqU26IKI4OzsjHnz5mHn\nzp2IjIyEvb09pk2bhg0bNjSqKTo6GiEhIUhMTERlZWW7vgrfvXsXsbGx8Pb2RlZWFq/EUS8q7dGg\nazJzvkjk5eVBKpXC29sblZWVzZrlnge3b99GbGwsYmJicPbsWZibm/OezrCkpARpaWkYO3asNtmU\niYmJzuWvXbsGR0dHBAQEwNnZWXjTKT4jHj9+jNOnT2Pt2rVYtmwZ5s2bp/2sQ7ItMsYmA9gMoBOA\nnUTkX+9zqm2vq6ioQEJCAmJjY1FRUYGuXbs2iDQMCgrCtGnTmvxOtVqNyMhIzJw5E506dYJKpYJa\nrUZ8fDy2bNkCf39/eHp6wsHBAZs2bcKePXvwySef1DmGSqVCVlYWFi1ahLfeegvTp0+Ht7c3jIyM\ncOPGjUa/V6lUwtbWFpaWlggODtbJbtucLY3jOHzzzTeIjIxEdnY2Jk6ciJkzZ2L27NktHvdloD0a\n9LCwMIwZMwbGxsY6l5HJZHXGclqC4zhUVVW1+sGhUqlw/vx5bY9YM4bg4eEBFxeXVh3zWfHkyRMk\nJSWhvLycVzk9PT3Y2dm1Ou8QEWHPnj04duwYEhISMHToUHh4eOCLL75osuP04MEDVFVV8UoXnJmZ\niQEDBvB6iGZkZLR6HlJNBGhycjJUKpV2uybbolwuh7W1NSQSCby8vOq0Kc+9QWeMdQJwE4ATgN8B\npADwIKLfau2jNbloTk7zipWamtrocYOCgjBq1ChYW1vrpCMqKgpRUVEIDQ3FmjVr0LlzZ/zlL3/B\n/fv3IZPJMGTIEOzfv79OmalTpyI4OBiBgYHQ09NDeno6Jk2ahNWrV6OwsLBBY11WVoYpU6bA3d1d\nm/yrpRzcBQUFuHXrVpONR3Z2NmxsbBAZGQk7Ozudc3QnJibWSZkgVFrS2R4NelVVVaOD5M1R+01N\nQ3Naz549C319fVhYWOj8HQ8ePMDJkycRExODuLg4GBsba1NBWFtbt7pX/qJce6D1WisrK3H27FlM\nmTIF9+7da9J0VVBQAKVSySutcXJyMkaOHFnn+reks/7nd+7cadHkmp+frzWj9ujRo0GKjM6dO2PU\nqFGYMGFCk+bV556cC8AoACdqrfsCWFVvH4qMjKSFCxeSkZERmZqako+PDyUkJNRJgVubb775hr77\n7judBxM4jiNPT08KCgoilUpFkyZNoujoaBo9ejT99NNP9OGHHzYYcDl8+DAtX76cHj58SGZmZjR+\n/HhavHgxyeXyJgfN3N3dKTExkczNzXWeVqp+JJ9CoaDQ0FByd3enN954gz766COdz1ODJmJW6LSk\nc9myZRQQEPB8xLRAW+uU4zhKS0ujf/3rX2Rvb089evSgqVOn0rZt29o1je6Lcu2J2q7VxcWFDA0N\n6cMPP6SffvrpmU1px1entbU1mZqakqWlZZPLxIkTafPmzbyD3mqDZgZFWz9tSvO8DaCg1nohAJv6\nO/3nP/+BRCKBr69vi6lbIyIi4Ovri4iICJ1FMMYQEhKCCRMmwMzMDPv374eTkxMcHBwwZ84c7Nq1\nC2q1uo7pY/r06di4cSPWrVsHb29vnDp1CnK5HD/++KPWHao+Xl5e2L9/PyZMmICjR4/qNDt97Z6j\nTCaDm5sbxowZg549e8LS0hIxMTEtJhcaNmyY1i45fPhwHWvlz8H9+/d5zVjTnmjMh5qeWJcuXeDq\n6oo1a9Zg3Lhxz2QqxD8TUqkUhYWFiI2NxcGDB+Hl5QULCwvtm86wYcOem7uvZmYojePClStXeL0Z\ntDfPqkHXiVOnTum0HxGhvLwcAwcORL9+/XQ+vkKhQH5+Pg4cOABnZ2dER0dj+/bt8PDwQM+ePREb\nG4v58+fXKXP9+nUsWLAA27dvh4+PD3bs2IGSkpImZ6Z58uQJTExMkJqaij179uDzzz/XqUGvTXl5\nOfT19fHrr7/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1)\n", "st=3\n", "x=np.arange(Fxbt_depint_N.T.shape[-1])\n", "y=np.arange(Fxbt_depint_N.T.shape[0])\n", "xx, yy= np.meshgrid(x,y)\n", "ax.quiver(xx[::st,::st], yy[::st,::st], Fxbt_depint_N.T[::st,::st], Fybt_depint_N.T[::st,::st] , scale=2*1e6)\n", "ax.contour(xx,yy,bathy.data[jstart:jend,istart:iend], [0],colors='k',zorder=0)\n", "ax.plot([30,30], [20,62],'-r')" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "520.850866936\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/ipykernel/__main__.py:6: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n" ] } ], "source": [ "ny = 0\n", "nx = 1\n", "\n", "i=30\n", "\n", "flux = Fxbt_depint_N.T*e2t[jstart:jend,istart:iend]*nx +Fybt_depint_N.T*e1t[jstart:jend,istart:iend]*ny\n", "flux_line = np.sum(flux[20:63,i])\n", "\n", "print(flux_line/1e6) #in mega watts since divice by 1e6" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/ipykernel/__main__.py:7: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n" ] }, { "data": { "text/plain": [ "[]" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Ff39/iW/7okWL0LRpU1hZWUm8XQAgKysLaWlpMDQ0xO7du9GoUSPw+XyUl5eDYRgsW7YM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\n9u3b99R1GB4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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1)\n", "st=3\n", "x=np.arange(Fxbt_depint_N.T.shape[-1])\n", "y=np.arange(Fxbt_depint_N.T.shape[0])\n", "xx, yy= np.meshgrid(x,y)\n", "ax.quiver(xx[::st,::st], yy[::st,::st], Fxbt_depint_N.T[::st,::st], Fybt_depint_N.T[::st,::st] , scale=2*1e6)\n", "ax.contour(xx,yy,bathy.data[jstart:jend,istart:iend], [0],colors='k',zorder=0)\n", "ax.plot([10,20], [80,80],'-r')" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "61.8506648816\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/nsoontie/anaconda3/envs/analysis/lib/python3.5/site-packages/ipykernel/__main__.py:6: VisibleDeprecationWarning: converting an array with ndim > 0 to an index will result in an error in the future\n" ] } ], "source": [ "ny = 1\n", "nx = 0\n", "\n", "j=80\n", "\n", "flux = Fxbt_depint_N.T*e2t[jstart:jend,istart:iend]*nx +Fybt_depint_N.T*e1t[jstart:jend,istart:iend]*ny\n", "flux_line = np.sum(flux[j,10:20])\n", "\n", "print(flux_line/1e6) #in mega watts since divice by 1e6" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "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": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 0 }