diff --git a/GL/scripts/Untitled2.ipynb b/GL/scripts/Untitled2.ipynb new file mode 100644 index 0000000..f148d2e --- /dev/null +++ b/GL/scripts/Untitled2.ipynb @@ -0,0 +1,293 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import imageio\n", + "from util import *\n" + ] + }, + { + "cell_type": "code", + "execution_count": 75, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Array([[0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n ...,\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.],\n [0., 0., 0., ..., 0., 0., 0.]])" + ] + }, + "execution_count": 75, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "im = imageio.imread('../messungen/Boettcher_Matthes/Kaustik-Messung/15_2008-07-13_03h-04m-14s_original.png')[250:350,350:450].astype(float)\n", + "im" + ] + }, + { + "cell_type": "code", + "execution_count": 90, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [ + "row = np.argmax(np.max(im, axis=1)) + 1\n" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "image/png": [ + "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\n" + ], + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "r = im[row,:]\n", + "ind = np.arange(0, r.size)\n", + "fig, ax = set_up_plot()\n", + "def gauss(x, a, mu, sigma):\n", + " return a*np.exp(-(x-mu)**2/(2*sigma**2))\n", + "\n", + "opt, cov = curve_fit(gauss, ind, r,\n", + " p0=(1, r.argmax(), 100))\n", + "cov = np.sqrt(np.diag(cov))\n", + "ax.plot(im[row,:], label='Image')\n", + "ax.plot(ind, gauss(ind, *opt), label='Fit', linestyle='-.')\n", + "ax.legend()\n", + "save_fig(fig, 'peakfit', 'kaustik', size=(4,4))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "image/png": [ + "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\n" + ], + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%matplotlib inline\n", + "plt.imshow(im)\n", + "plt.axhline(row, color='red')\n", + "save_fig(plt.gcf(), 'kaust_red', 'kaustik')" + ] + }, + { + "cell_type": "code", + "execution_count": 93, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAV0AAADnCAYAAAC9roUQAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8li6FKAAAgAElEQVR4nOy9eZAk53ne+cvMuqvvnu6enu45+pgBBoPBDADiosxlGFyKYtBBr4OWvF7DsQiTEbQUpGmGYS7lcNgMiWZQDIZCDlprrmO5kkKURFJB6iIIwyZFideQoIABMDgG6Pu+u+4rr2//yM6srKqsqqzunpluoJ4IYLrz+PLoqifffL/nfV5JCEEbbbTRRhu3B/KdPoE22mijjbcT2qTbRhtttHEb0SbdNtpoo43biDbpttFGG23cRrRJt4022mjjNiLQZH1b2tCGJ/7X//0ahilh6iaKDIZpLb/3F+5h/tUFMomMs+3j/9uDSIr1USsVVH70nesA9A718sAvTNDXF2J6OufruJIMilIZKwQC5d/DYYVwWHF+z2ZVslmNQEDixIkYAKuLu3T0dPg63tyrc6wv7iLM8lchFlMoFK0LDgYl1JKJrMiAhBBmw/FCQQlVEwghQEAwKKMb5bGFKUCCSFimWDSJRGT+7P97hI54gJ8+v0ssqjB+Lk5HrNlXt407DKneinak28a+UO8T1UyCKEnlPY+FXNHjFN2nbV+N+7oawdzb2d7e9HEPAgFr20RSYyehEgy0v7bHGe3HZRv7ggA8eUbUWW7DvU5YBOaXsO4EvDhR8lrG4b4Wuo8bUPZIN6USLSmEgkf3frXRHG3SbWNfqOLO8s+iMetWRLrHNHvlPm/nenyybqPsgySVh3APpeyRbiqtoRviSD+k2miONum2sW9IdZIM9ZbX4FikF/ydo18abDSc5PEkk6Qysacyus+jtHGU0SbdNvYPD6axIt2qZXjnPoW4FXndwx3PGc0VyVbkdCWQJf9HNX1uaN8X+wGmaSb5guHkd9s4vmhn5NvYNzy//p45WvfruGvpbQ1090lWfk7SNXT1pbeSCfDcdm/ZblLFNAX5guF/wDaOJNqk28a+IOFNEgJRRaxVpOX1Dl1nrKMAL8qtyUW7ouDqB458wOuyh9tNaCCg0CbdY4826baxb9SLdBtFlRVrxNFP63qmP2oWSc7/qyTEFQ8T2ce3zd7ePoSdXthJlAAolBrrgNs4+miTbhv7g1ULUAOvnG4FSVWoF44B/HDu3jJJ9kgvuEJdPxrlmlu6tyCR0hBAsdiOdI872qTbxr4gUT+ercnpVk08OQMcA9ptHomXN5AlqYJkofIe+Uo1SBX/OP8mUxoApXake+zRJt029gVZkupGujWBrnDnbsuv4schveD1YKg853JCV5JridX9AGqat3aJdIWTI7b+TWX2SFdtk+5xR5t029gfvDnXs1TNi1ero+GjOpHmC3sXKHvcE/d1NS1q8FBB2P9msjpCgKq1Sfe4o026bewLdb0XqtQL1sJK2pX2omRr8Z0Idf0zvFfutXqROyqtyek2O6yo83PVTtmclcvV2qR77NEm3Tb2BxfBuElIeEW6NbIxZ80dSi/4P6jn+TXavQHr+s0uuI9rD5fNWdVomn7k8zFtNEGbdNtoGV55W9fKpuQiSZIV7d4p/mghleEZ6VZu4Cz1THPvM21SnV7IFwwEoOvtSPe4o10G3IZvCCEwDANd1y0u8ZxIo2mka6+9YzHbAQ9cEdnjFmJINRZkzXwoRJ1fHJ3u3u6FogFCYLY599ijHem20RRCCDRNo1Qq8dOf/hRN0ywyEOX1rq1r3rBrgkU70nWlF27vRForOV3PpRU/NuZwl0F5k1yKENQMZk++FUumr+KKNo4+2pFuG3UhhEDXdXTdyifaaYFsNoth6JjCYgFZkhwjF+FZkVY9kYaHFWLNgkNFBam3QvBNiiMqrBg9UivuSLdZ/rqihsR+GO39XlLNvfvf7ITbOOpok24bNTBN00kjQJlsk8kk6XSaqakpFCWI9aJUVSElPCLd6ldiSUK6k266rczeeRngumzT3G18mokxWim0cNILe9Gtppme6og2jh/apNuGA9M00XUdw7CI1H613d3dZXZ2lkAgQEdHB5cvX0ZR3sD0qEi1At3mOV1rIu0OqRdaYC4/p+fkqL1SDa5DmX58HetsYqsW2gbmxx9t0n2bQwjh5GzNvVka+4u9ubnJ/Pw80WiUixcv0tHRwYsvvohpmvV5yyvSbWQ01vIJH2DfQzqcuzmGm0ctVUf9i/Pk3KpcRW362xrPMGzSbXrKbRxxtEn3bQohhBPZuslWCMHa2hrz8/P09PRw+fJlYrGYs5+9TU2OtFFO15N1K7KhtxUt8VazPKxZzjZYka5H/trZVtS+BTQ5vL21aVrKhfZk2vFHm3TfZqgmWztfa5omy8vLLC0tceLECR588EHC4XDN/m7S9X7V9Yh0Pcaw/AXujHqhFZpvqjio2NZjbC95WZ2T8GyCKZXvk3Xf26HucUebdN8mqKdEMAyDpaUlVlZWGB4e5uGHHyYYDNYdR5blcnqhTolsNTEci1br9dBUcVDewBSitlPwATlSliWyeSt5bpgHN0Vv486jTbpvcbgLGl577TVOnTpFb28vqqqysLDA5uYmIyMjPProowQCzT8O5Ui3XAhQwQNeRGxWv3JLzkz/Uefjpg8Ml7bWNAX6odvdCnZ2LQPzUsmosY5s4/ihTbpvUdiRrWEYDknKskypVOLmzZvs7u5y5swZHnvsMeQWEoWVOd1aAvCsSKuT5zzifAvUnruPHSp/bULasuQxGVdhBymxk1CBvQKJNucee7RJ9y0GrzSCLMvk83l2d3fZ3t5mcnKSu+66a1/5QVmWyzld7zPw0Ol6GN40E7UeFdQ5RUtnLLm69tr5cvu36u29h5I8pM4V6yXYTVpeusWS0c7pvgXQJt23COoVNGQyGWZnZykWi8TjcYaHhxkaGtr3cexJN6lsOFABq1tP45k0OzUhTO7IRFpLBWn1nguShCRA4K4SkzCFWXEEwzDLB/UYS5a8OdcmcyEEW1t5wOoaIcvtCbXjjjbpHnN4FTTY1WMzMzMIIRgfH6evr8/5/SBw0guuZZVDCg/FWK0JjIfNwLFCtQuYDVmWwVXEJkv1Ytza8by3EuwmiwAUSzqyLJFOp5FlmUAggKIoyLKMLMtl97Y2jjTapHsM0aigYWdnh9nZWYLBIJOTk3R3dzv72cqDg8CdXiiPVRZD+VIvuEu4jjj1NnpI2WW55U28ct1+PSWqHR2sMWRJIpuz7rOmC6Jh2XnbKJVKzM7OMjg4SEdHh5NKUhSFQCDQJuMjijbpHiPUK2gAq3psbm6OeDzOPffcQ0dHR83+h0G6Qgg2Nzcp5IsIESyfg1Pr4FEA4JFeqHYZO7Jo0LVXqopiLS2tVEHEQipv7wVFkdF00zINqhoLoFAssLhcAGRU1SASligWi0QiEWRZRtM0FEVBURTn82EYBqqqVh1HqfivTcZ3Dm3SPQaoV9AghGB1dZWFhQV6enq4cuUK0Wi07jh2hLQf6LruFE/09fURjUbQ84LqjKQQtVrS46zTrXvmbvOZioyKQJYlDPu22JOITbitpuHE3u+xWJRQOAhk0XUQpsHU1BTFYhFZllFVlVAoRE9PD/F43CHjimtwkbGdD7b/rSZid3Tcxq1Bm3SPMNwa25deeokrV644xLmyssLS0hIDAwN1q8eqIcuyM9HmF7qus7i4yNraGqdOneLs2bNEo1EkaZs6zgQ+Il3rf8Ll4HVUv+P1nhd7l2BtU7G9hCxJGHtLm5b5OrnhqjTE3u8SUChay00TwpEQ9913EQDDMHjppZcIh8Ok02nW1tYoFq38bywWIx6PO/9FIhEURam6tloytmGnKaoJuU3GB0ebdI8g3GRrfxny+TyGYbC4uMjq6qqv6rFq2PlYP9A0jYWFBTY2NhgdHeXRRx9FURQWFhYwTdN5ba49d4/yYI/GlFLNKr+5z0NAK8RRzxms2tvWIWCxN3m297tLUtYY1QJf5zBW1wj2KtJcrxE2GQ4NDREKhcqnbJrk83lyuRyZTIaNjQ0KhQIA0Wi0goyj0agnGdtzBqqq1pCxfexQKNQm432gTbpHCPUKGlRVpVgs8rOf/YzR0VEee+yxmi+KH/jJ6aqqytzcHNvb257FE/araUU1mdvURQiqKaZ2Iu1OV0f4P7BdHOFc9x5qHxrloZ3LEwKB7BqlPiojXVdxhCxRLJT/ZkoVt9npJjdkWaajo6Mmr2+aJoVCgVwuRy6XY2tri3zekqNFIpEKMo7FYp5kDLC2toamaYyOjlYcsx0Z+0ObdI8A6hU0FAoF5ufnSSQSyLLsRJv7RSPSLRaLzM3NkUgkOHv2LOfPn/esVHPygR4WjuVtKn+v9pG1X81vJ+dWnpN/Imic05XKOmM7nVClmHMXhvgioKqJSElYXSOc36sS5qZp+q4olGXZIdXqMYrFokPG29vbFAoFTNMkGo1WpCpisRhCCEeuZp2ydY26rqNpWs0x68nb3q5ok+4dRL2Chlwux9zcHJlMhrGxMe6++26ee+65Ax/Pi3QLhQJzc3OkUinOnTvH3Xff3fALYc+Y1yUjT/VCbXphb80xUC+Uf3SrEqTqlfbmNWXA7u3tZf4vWpYlVK28vSLX3ttWyri9jyETi8WIxWIMDAxUjO0m493dXfL5PMVikVAoRKFQqIiO60XG1aky+5yrpW1vF0VFm3TvAOoVNKTTaWZnZ1FVlbGxMS5duuR8AGVZxjCMQ4t0c7kcs7Oz5HI5xsfHuXjxoq8Pu/2lEXhPMnlwbu12HqHuUf2eVacU6tGlWzFX0S2imV9Os5yvBLpeHqSaX29ldZokSUSjUaLRKCdOnHCWz87OEg6HiUQi5HI5VlZWnDmHcDjsRMQ2GVcbKVWTcfUx3+qFH23SvU2oV9AgSRKJRILZ2VkAxsfH6e3trdlfUZRDKWwolUq89NJLFItFxsfHOXHiREsfZq+KtAr4yOk6frrHoS7NbUZTUQRSFaXbulxRpWZo9icTFf/UQJJAN9ykK1Wtv/1EZKcd+vr66O/vd5YLIVBV1YmM19bWyOVyGIZBKBSqyRlXTwLbnxO78MMNSbL0ybFYjHA4fKzJuE26txiNChq2t7eZm5sjFApx/vx5urq66o5jR7r7hd1QMpvNct9999HX13cgw5v66gUfhjc4iqijn15w0aEsSdj8Z1XkuYoZ9nrtCKhqVmkRdd0I2VXNVg+Gi3SVI9A5ot4blyRJhMNhwuEwfX19znI72LDJeH19nVwuh67rBIPBCiKOx+MVSgz3GDMzM5w7d67me+CewLODmkbfpTuNNuneIthku76+TldXF8Fg0CG5jY0N5ubm6Ozs5NKlSzUTG17YbzWZ7cEAMDIywvb2dkV00iocwxtRy5iK7J2v9Ix0j0l0YgpBQNlrDCmXEwyyLO05itnpgfI69+Xa6RYvVUf1thXL7eNUbVMd6d4JtJrmkiSJUChEKBSqeYuzI+N8Ps/W1hbz8/NomkYgEKiIjOPxOLquEw6HK47t1hoDPPvss7z00kt87nOfO5yLvQVok+4ho1pju7S0xIULFwgEAqyurrK4uEhvby/3338/kUjE97iKorQU6dodfBVFcTwYcrkcm5ub+7ksB3Z6wdzj3IBiVUmBgqbqVlzny3vhyIe4FgSomrn3sCmfs2nWTx14PU/qkath1hJ1xX5VYynVmrE7gFYUE81Qj4w1TXO0xtvb2ywsLJBKpbhx40YNGdt6YYBUKlXhN3IU0SbdQ4JXQYOdc1peXmZ7e5vBwUHe8Y53eL4+NYOfSFcI4RjehEIh7rrrLjo7O1saw+956LqJpqmoJQklUCHUrXUZq+kcAex50Tqz+3eeSzzhJkPTdE9aiUrzcbdvgtct9g50nQjY+rtIldtTOYkGR6Mx5UEndP0gGAzS3d1dQaDPPfccV65cqVBTLC0tUSqVUBSFb3zjG2xvb3Py5EkWFxc5ffp0wxTa+vo6//7f/3teeuklfv7zn9esLxaLPPXUU4yMjDA1NcWnP/1pLly4AMBXv/pVrl+/jqIoTExM8NGPftT3tbVJ94CoV9CgaRqLi4vs7OwwPDzMI4884qsdTj00inQtz9Ut5ubmiMVit8zwRghBIpFgdXUVQ+9ElgMID++F2ki3chypuprrNuMwjq3IUoV+1g1PzvVQdQCYoqxO8Yr+s9k8VpLBgqaWSCaTnqqA24XbQbr1EAgEasjYPidN0/i93/s9FhcX+djHPsbS0hLf//736enp8RzrRz/6Ef/wH/5DXnzxRc/1v/M7v8OZM2f41Kc+xY0bN/jwhz/MD3/4Q5aXl/niF7/I9evXkSSJhx56iMcff5zz58/7u4bWLrkNG/UKGkqlEgsLC2xtbXH69GlOnTrF4ODggb8gXoQphHDyw11dXTXt0v2M4Qfu40QiEX7wfBe5Qm1+UTj/rxXwV+JOV6QdEtyRrvsSW7jFZe2qdz48FIoAZccwWbLmBHK5HJqmUSqVmJqaqnjdvtVkfCdJtx4UReHRRx/lL//yL3nyySf5xV/8xab7/ON//I/5m7/5m7rrn376aSc3fPnyZV566SXS6TTPPvssDz74oBNcPPbYYzzzzDNt0r1VqFfQYBcZJJNJzp49y+TkJLIsMz09fSDVgQ13pGtP0M3Pz7eUH26VdIUQrK+vMzc35xynVCoxt/QmhZIgFql91/XW6dZJL9yC4ojbpoaojlpFmUCN6kkzHydVnUaot7yjI8pdd40B1iTUjRs36O/vbyrROmwyvt0yLb965HQ6XTeybRWbm5sV6bmuri42NzfrLveLNun6RL2Chmw2y+zsLPl8nrGxsZoiA0VRWnb28oItGVteXmZxcZH+/n7f7mLuMfyQrhCCtbU1h9QfeOABh9RVVW2sPfVk3cpfLfVCnZW3DLeWJGQFzKo/czwqkS+ImjcAd2Wbvdg0Le1zOCxRclXS6lX5cNk1kWaX4/b19dHX11dR8VVPL2sXLzSqJDuK0HXd13mm0+lDm0gbHBwkk8lUjD04OMjg4CDT09MVyycnJ32P2ybdBmhU0JBKpZidnUXXdcbGxujv7/d8EreqOvCCYRgkk0l2d3cZHR3d92Rcs0jBTbZ9fX2epO42frGJo6IYoE6kW9Pl1ha1OuO2fDm3BX7Py51pESZIMuSL5Rvknl+0JhbLE3K24EySyw8j+96aRiXputUL1SqCdFqjuzvUUC+rqirZbLZuJdlRJWNd131F6qlUyrO4yC92d3cJBAJ0dXXxgQ98gGvXrvGud72LGzducOXKFbq6unjf+97Hl770Jeczfe3aNT7+8Y/7PkabdD3QqKDBrh6TZZnx8fGmrzK2YHs/MAyDpaUlVlZWiMVinD59uqUnql+Ypsna2hoLCwt1ydaGJEnOrL2mu1i3InJtNpEGtyq94A+Hz/CNKsr8XKMk700u7pVY21qxRKqqEMCV0TGMyu7A27sW6dY9houMqyvJSqWSExmvrKyQy+UwTdPTfexOwDAM36TrN73wt3/7t/zhH/4ha2trfPazn+Xf/Jt/w+c//3n6+vr49Kc/zSc+8QmeeuopPvvZzzI9Pc1XvvIVAEZHR3nqqaf45Cc/iaIofOQjH/Gdz4U26VbALft67bXXuOeee5wPta0OiEQiNVKsRlAUxTGW9otq4/BHHnmEnZ2diledw4CbbPv7+31F0FZFmn2eXoUQdXK6bi620wsVux/NULfeWdUsr0OsviP4vVsiyVJFWOyWqYWCEooioWomv/3lBbI5lf/jg2UWTqT293CXJIlIJEIkEqkhY9vwJp/PO4Y3uVyOl19+uakV5GHCb6RrGIZvj+l3v/vdvPvd765Y9oUvfMH5ORqN8ru/+7ue+z7xxBM88cQTvo5TjTbp4q2xTaVSAM6ElR91gBdaSS/UMw6Hw9HY2jBN0ynUOHHiREvpCkmS9spS69YBexZHCKtZuTPGUSXZajR3wq0Py9fHerq4b0m9u2dHumClK6qrp2UZggGJ2fkCf/dShkhYoBtlgkmkDz5hW3k+ZcMbG3YXk/Pnz9e4j9meDNVkfBiFFH5I97i0hXpbk269ggbTNFFVlZ/85Cf09/e3XD3mhh/SVVWV+fl5tra2PI3D/Y7TDPZ1Xbt2jYGBgX3lht0esjaEEAhDq+ulIDx8bdz+s7cdPvneTZrVsP4W5YGMg0a6exDC+3hCCAwTfv5imlfeyCLLgp2EwW6iTLrpjHeke5hOZPZrvpf7mDsyzmazji+vEMIzTdEKGbdCukfdAOdtSbr1NLZ288WVlRWEEDz00EP7mrByoxFZFotF5ufn2d3drZCZeeEgka7dU21xcRHTNA90XbIsWxFYDfE6P9V+6L28F5xVRzg6kdzEayEYBFUVqFpVNF/Hw9H3198Jf8taB/vehENQLFkFGYmUxvoWxGPW50RyfV4yWe/PmaoKwuHDI916aYR6VpBCiIqOFdvb207HCq/2QV7fAT/qBduF7KjjbUW6XmQrSZLzWr++vs7IyAiPPPIIP//5zw9F1+hFutXG4XfddVfTp/N+Il3TNJ0OvoODgzz88MP8/Oc/P9CDxDvSrfpZAlM3kGxHMipf063sQrVFob/jt0rRB+Z0s6y8kCSr6STCJBSUKZbcg1dGqOGQQFVFXaMbr/OUPFIKAKZZtmRTVVvtYBvvlAkqm/OWJuYKOuHwwYIHG4ZhtJwukCTJ0yTd3bEim82yublZt5ebrusNO12DZe50lN3FbLwtSLdeQUOxWGRhYaGiH5j9NLVJ7qD5qEAg4JBlPp9ndnaWbDbrqelthFYiXTfZDg0N1TSwPMjrphfpVsBjbEMzKthyaLSXYLCf1G5uX+dwO6Hpe/d875qcucCq7WIRmVxeR1GsCUZZUpCwJF6abqk0hGFaO5qCYAg03cptm7pBOCRZ++1NpEXDMrmCHelaZGuYZYtI+2/g/nzm8t4P5XzepO9w6gUwTfPQJszqdayo7uW2ublJMplEURS2t7drImP789aKcuFO4i1NuvUKGvL5PHNzc6TT6br9wAKBgOP3eRAoikKpVOLll1+mUCgwPj5e0RGilXGaRbp28cTy8rIn2UKZvA/yxTHN+tGbNx9XLg0GAwyf6WX4TD8L8+l9n0crOLQ0Xz3WlfbSAnuhai5n/a0CigyY5Vtgq+yqblRJtRdYxjfGXsNJ6+3MdgUqb2+nHuxSbCEE+YL3QzlXOLwJtttRAuzVy+2NN95gaGiIYDDodDleX193lEE/+MEPmJ+fJ5PJMDMzw9jYWNOA6bvf/S7f+ta3GBwcRJIk/uN//I8V6z/84Q87tqgAL7/8Mi+88ALnzp1z/gPLMvWP/uiPfF/fW450GxU02NVjhUKBsbGxCklYNWzSPQgymQzT09Nks1kuXLiwb+NwaBzpusn25MmTDc11WmnD7oa7cEJU+w1WVUfUqBfM1tMCtxIH4d9mhXS1f15R33WswRHcBjg2kZvO5J2tICnnm3eTmmMTWY3CMSNdL9gTaTYZDw4OOutM0yQWi/GNb3yDqakpPvWpTzE/P8+Xv/xlHnroIc/x8vk8//Jf/kteffVVwuEwH/rQh/je977He97zHmebX/zFX+Sf/JN/AlhVZ08++aRDtE8++SSf+cxn9nUtbxnSrVfQIEkSyWSS2dlZDMNgfHzcF/kdhHRTqRQzMzMIIRgfH6dQKBzIOBy82/W4iyf8OpnZJuR+4fZfsAsnoNKVqboircbaUVTKGg4iw7rjqBfpVq93fq9VIzT65JkekbC0Fy3LiuIQq93CZ211jb/7u122kxEKeZOdnR3i8TjhcNj5jBdKhyM1hDtHuo2KI2RZ5tKlS9xzzz0MDAzw67/+603Hu3btGmfPnnWKgH7hF36Bp59+uoJ0bcIF+MpXvsK/+Bf/wvn9Bz/4AV/4whfIZDK8//3v553vfKfvazn2pGvLvgzD4MUXX+S+++4rP/33jLwDgQATExMt1WTvZ+IqkUgwMzODLMstH68Z3O169kO27nH8+i9sbGwwOztLb29vRZVao0DZ6p9Wq9Nthtur8rkFB7MzAFUk66nHlesHuk5ptcc9qxhrT1p25swZrt53ir+9toEsJ0gmk6ysrFAsFlEUhXg8zvKKzO6YSUdHx4HVOHc60m2EVsxuWjGtMU2TZ599ln/9r/+1s+zzn/88Dz/8MPl8ngceeIBvf/vbvqtFjy3pemlsS6UShmGQSCSYm5sjGo1y8eJFT2/ZZvAb6Qoh2N3dZWZmxtM4/LBg5/fm5uZYXV11KtVaVVg0I10hBJubm8zOztLd3V1hdlPeptnJVo/Z0ineerTAud6q2VqI2rRr/TFdg9Z7IDW7Z4ad01WkvarHIOFwiImJCWcbXdfJ5/O88OoGOzs7LCwsOK1wOjo6Kiak/M5dtFLxdZjwQ/apVIrh4WFf49Uzs/HCX/zFX/AP/sE/qHg7fvjhhwGIxWJcvXqVH//4x29d0m1U0GAYBs899xy9vb37qh5zoxnpuo3Do9FoXePww4BdFpzLWbP97kq1VlGPdO3rmZmZobu7u2FBSIVQqspbwEsZ4ZQBewxwRwi5lWNWsW49Uq0U5jc+gN0NuXa5O9J1D07VL5Lj2WtPFiXTes3bgm3cEokUOH9+yFluN4nMZrOON6+u64RCoRoyrv6cGYax70Khg8CP4qYV9cJjjz3GwsICpVKJcDjMj3/8Y37t136twvDGxu///u9XTJR973vfQ9M0fumXfgmA6enpioddMxw70rUd4m2yNQyDlZUVlpaWEEJw8eLFA+dPwfrAehnVuA29Ozs7fZP7fmRaNtmurq4yOjpKPB5nbGyspTGqUU26NtnOzs7S2dnJ1atXm+ohhRcJuFba11l2I6tPQnekdqiFijS/MJ30go9x6+hx3XRdrQCuPh/hLLOWZnN63YMXSpVpsmAwSE9PTwVBue0gs9msp+lNR0cHxWLxlgUXjeDnu9MK6cZiMf7rf/2v/Kt/9a8YGBjgvvvu4z3veQ+f+tSnHMMbgBdffJELFy5UXPPg4CCf+cxneOGFF1hdXeVDH/oQf+/v/T3f1/pfs2AAACAASURBVHLsSNfud6/rOktLS6yurnLy5EkefvhhpqenD60EsNqoxj1739PT44uc3OfcikxL1/WKYg1bP7y6urqva/E6FyEE29vbzMzM0NHRwX333ef7zaCSEKR6QWzFwrqTZ0e7YnMf8JG/brSimnWF5VpRb0c70s1kdVu1VoPKIo46h25gB+kuYEilUqRSKebn550CBjs6dmtmDxO2IqkZWtXpvve97+W9731vxTK34Q3A1atXuXr1asWyy5cv881vftP3capx7EhX0zSmpqbY3Nx0qsfsvOZhyLxs2GO5zWGa2R7Wgz0p14x03WRbbXhzWJAkiUQiwRtvvEEsFmuJbB3UL8SqmFAq80blF6ZS7WC/lrd2CncKhmlFjfVIwF96wXsTqfKFwRfkPa/HbN6gHuuWSvuXjFWX9hYKBeetyy5gyGazrK+vUygUnIIHNxm7lRT7gd+AJZ1OH8hL93bh2JGuYRhEo1FPU5jDJF1Zlkkmkwcyh6k+r3r7u93FTp8+3ZBsD1JNtrOzw+bmJvF4nHvvvbdCfN4KqiNd9xKHjHxMFpU3dP+7j/Np8Z60cqRqfpRlBTBc5b3Wv3bKptEDxhlTkhBUdf+lkrD9lA9LUjnSzRdMwmHvYgBV9cngPmAHD14FDPZ62/7RS0lh/9eKkqIVA/N2RdotQDQaZXR01HNdMBjct2G4DVuOtbi4iKIonlVdraKe/EzTNObn59nc3OT06dOeD5LqcfZTTba7u8v09DThcJiBgQEGBwf3TbiAd8KxaqW0Z1IOjaO2lp8ft3virc5EmuIUL9jlwdaG1WmUVjTR+3nsyLYWt2AQqUe62u3T6SqKQmdnZ42Cx1ZSZLPZlpUUfklX07SW30LvBI4d6TZCIBCgVCrta99q4/D777+fqampQ5HHVJOuqqosLCywublZ18rRC/bEoV/STSQSTE9PEwwGHXXFzMzMwX15K/IDlRGbQ7DVke5RUi8cJJUhKv6pGdP6O5quxbW5BNM0vZ8dNWW+exOSFTdsT+WA+3hWAUS9F+vSESiOsBUB1YY0fpQU0Hwi7Ui71VXh2JFuo5u/n0jX/Wo/MjLivNprmnZoqQqbdP345jaC38IGu0gjEAhw9913V0QdrVakeaFSMuYtyq19VXbvdKDD3z54nGd1BXR5Rb1daklXlmUwPP4GFVV7/s7L9l5QVbPuW8NhR7qHYUpuo5mSIpfLsbOzQzab5bnnnqtQUnj58h51L104hqQL5UKBarSS03UToNervdsd7DCwuLhIPp/n7NmzLZOtjWZVcslkkunpaRRFqVukcRBfXlVVmZubq4jCqieOKiJdZ2GDQe2J+eNSkda0mGH/Y1fcS1dKVxjOK0PNEezPkarW/5uq2uFGgYdJul6oVlKEw2Hnu1Ntkp7P5/nJT37CX//1X1MsFvnWt77Fvffey8TERMOIvJnZze///u/z5S9/2dEkf/jDH+af//N/DsBXv/pVrl+/jqIoTExM8NGPfrSl6zuWpFsPfki3VCoxNzfH7u5uw2izHrG3Apuk1tbWGBwc5MqVKwf6wNYjzFQq5cjlLly40NBTdD+k6849W4YfyfLKBjldZ0l164imGrOjC+cjUXXe9WLUVj5DdR888l6+WOxZRLp0Zbu7u/T1CFRNeNK9Zf50zG5yFeycbj2T9CtXrnDlyhV+4zd+g1deeYWvfe1r/KN/9I/4p//0n3qO58fsBuBrX/uaY3BjY3l5mS9+8Ytcv34dSZJ46KGHePzxx9++jSkbpRds4/BkMunbOHy/KJVKzM/Ps7Ozw9mzZxkbGyMQCBw4QqiOdNPpNNPT0wghmJyc9OX14PZwaAa3hK3yAbXsbFN9B70iXb9G3scBdemrzoo6cXHT8mLb1BzKd87OF7sjYrs4SFUNEskkN27ccF6/Ozo6ECJ4vA2GoKnFaigUYnh4mLGxMf7Df/gPTcfzY3YD8F/+y3/h5MmT5PN5Pvaxj9HX18ezzz7Lgw8+6HDHY489xjPPPPPWJ91W0gu2cXgmk2F8fLwl4/BW4Y6iz5075/j0Li8vH0qqwo5SbctIwzCYnJxsSSYjy3LTvLet4FheXvbUCzcWL7hzuu5FjXStxwh19bXN0g6Vy6qLSsrjNIezmYBTp04xMhzBFC/Q29vDxMRwRSeG5dUChbzMa6+95uRBbbnWcbn3frpGpNNp3wZTfsxu3v3ud/OBD3yAgYEBvvOd7/DLv/zLfO9732vJKKcejiXp1oPbK9btnbtf43DwpwEtlUrMzs6SSCQ8o2hFUVBVteVjV8MwDKamppxc0n6E4I3SC+6OE8PDwzz66KPeUp0GgZPXqqM2s3wQrvHKLthd06uXQwPStYNVUf0Iq92h3t0TWOMYhon9J63uxCAFM3R3r3H69DDZbJZEIsHy8jKlUsnxp7Wj4ng83lCadaf+jo1sHW0kk0nfpOvH7MZdbv/444/zwQ9+EMMwGBwcZHp6umJfv0Y3No4l6TYiQdviUVVVJiYmDmQcbr/O1/uDF4tF5ubmSCQSjI2Ncffdd3se66CdfLPZLNPT06RSKUZHR1sy16iGF+naVXcLCwsMDQ01dS9zf/Wqu+B6dWStNvGuJSZxmyfSDgAPlYIkSeVrrHM/aoZoXrhWA6eMxHVwSYLdZP15jGRaJxiQPLWzbrnW+vo62WwWwzAIh8MVUbGtEDhs5YJf+NHpHrbZza//+q/zm7/5mwQCAaamphgbG0NRFN73vvfxpS99yQnGrl27xsc//vGWrudYkq4XbOPwYrHIvffeeyjlgHa6ovoPXiwWmZ2dJZlMNiRbG4qi7Et+lsvlmJ6eplQqMTk5SSqVOrD42y0ZcxuUnzhxYl9dgg2jqrKqJqdbWzAg1f3lCKLOhFlFfCqDqPNM9Yx0Te9ou/o++Y0st3fqv0Wl0zqK4n2T68m1SqWSQ8Y7OztO595wOIyqqmxtbdHR0UEkErktKQo/pJtMJg/V7ObkyZP86q/+KmNjY9y4cYM//MM/BGB0dJSnnnqKT37ykyiKwkc+8pGW8rlwTEnX/YeuNg5XVfXQOoJW54htsk2lUi01lmxVfpbL5ZiZmaFQKDA5OelE65lM5sAaWzvStQ3Ke3p6WvKTePm1tCtHK1HNmrWRruRtqVVee1sKJPbLDWLvOu3Ipnz/yyftvobqa/G6NlMIArKHordRHmFvv8ojW9hJ1ifdTM4gUId0vSBJEpFIhEgkUuHWZ5omiUTCmR9ZW1ujWCw65cDuFMVBjdKr4dfAvJXX/GZmN5/4xCfq7vvEE0/wxBNP+D5WNY4l6Qoh2NnZYXZ2lmAwWCGTsonyMIxibLIsFArMzs6STqdb7uIL/tML+XyemZkZ8vk8ExMT9Pf31+SGD5KmEEKQTqdZW1vDNM2GnrnVeHMmy1f+eIn5pUL1qN6TS47IVBw9E/MWUOOitvdLOcLfK3euV6nmAdMEqbVUedWGla8TiWT9z0QmqxMMHjwlIMsy4XCYeDzO+Pi4s9wwjArd7Pz8PJqmEQwGK1IUXt68fuHXwPw4+C7AMSXdra0tVlZWPLtC2LKxw6jBFkIwPT2NqqqMj483bGTZCM3I0t2afWJighMnTngex4/yoB52dnaYnp4mEAjQ19fHpUuXfO23sFTg63+5wv/4m216ugJcGO9gJ5lybdHA8AZAkmpem498SsGBl9jKul5FltEqllgwnOaRjXGQt3Kz6s0hmbLPpPZsszmjbnqhVXiRn6IonuW9qqqSzWbJ5XKsrKyQz+cdA3R3VByNRpvmiYUQTbdppVXPncaxJN2hoaEKz083DsNpzCbB7e1tTp06xfnz5w+Uu6pHunYEbcvZmiks9hPpJpNJx0Pi0qVLTsufZlhdL/Lt/7nBX/9oh60dlct3d2CYe4bY7mqp6tSBzbl2GwRJqruNtWGlJvWoQ7he8SWPc5ekchff6q4a9cYq/+7zHKoyTKnM3ufdY/98wSAaORx70FZ8F0KhEH19fZ7evDYZb25uUihYb05u97FqO0i/XrqH2ZPwVuJYkm4j1Ov44AfuiHN8fNzJTx10sqCaLN254YmJCd8RdCvVZOl0mqmpKSRJqvBfsLsB1MPWjsqfP7POjdfTbG6rdMQVerpi5Asm8bhCKGh/ESxSkeRKEqiJdPEgE8nzx9sI/0etl6OVKJOquyW9e3tZhnrPSNOjYMRvv7TqrbK5vYN4fIbyBYPOjsMj3YOoF9wVZbakDax8se1A5pa0KYpCR0cHmqaRTCYb9nJLpVLHwksXjinpNjO9aTXSzeVyzM7Oks/nKyLO5eXlQzG9scnSTbb7KdTwE+lms1mmpqYwDIPz58/XPP3rlhKnNb7+F6tMzeYoFE1U3aSvJ8DSaomhgRCDJ0IYBqxt5JworxFqy4Drb1n579GGfSmaXiZN4ZVewdLv1vtrla0ha8duFZls/SCjUDAJBA5H5nWrOgHLsuykHNzQdZ1MJsPOzk6FA5mdW7YVFOFwuE26dxKtpBfcKoHx8fGaXGogEDiUogZVVSkWi1y/fn1fE3E2GkW69rUUi0XOnz9f9wPoLiABq7fWn/7VGi+8nCIQkDCFIBZVeOOVLKGgzOW7O9F0k1S6RCJRoKur8iMjI2E0yunayxroxG676H6/SgbXeRpGOa/g9jao+PM0Ok4L52CrFnTD3Hu1cN0vCfJFUXfIQskkGDicB9p+vJwPAttrNxqNctdddwE4DmR2iuKVV17h3/27f8f29jZPPvkkly9f5u///b/fsGdZM7Ob3/qt32J9fZ2TJ0/y/PPP8xu/8RvcfffdAJw7d87xYxgZGaloWOn7ulre44gjGAw6eaJ6cFereakEbOxXX2vDXRasKAqPPvrooeeGC4UCMzMz5HK5CnlZPZSjboM/e2ad73x3k46OAJ1xhUBAYmm1yNpGlgvjcWRFIpMrUSwWCQZlJCXM9LyK++td4wzrzunCnnpBqs8xxyPArYX7vN2WjK7b0fCj4ykl895U3itfUxQZw6jc9eWXXiaZtL7GxVKRdDpdoRQoHSLp+qkMO2xUy8XcDmT9/f2cOXOG97znPbzrXe9yDG/S6XTd8fyY3WSzWX77t38bSZL4+te/zr/9t/+Wv/qrvwLgySef5DOf+cyBrulYkm4jUmkU6WazWWZmZiiVSr6q1fY7KWe7i+3s7DhlwdeuXTtwbtgd6VbnhQcGBnyNrxuCn143+K3/50UQcPpUmFBYoVgwWN3QCCqC8+NxcnkNRVEJByHeEWNuoQjoPHC5i+dvlEsoayJdj5ItP92Ab+dE2mEdyrOS14VGAbym1bbrqTuO80NtGdvVq1f4+nfeBDQQoqKLbzQaJV/QUdUC+Xz+wI0j7Wq12wm/XSPsuQs7Iq0HP2Y3v/mbv+n8bJpmRdrjBz/4AV/4whfIZDK8//3v553vfGerl3Q8SRfqm9545XTtMtpWS4NbJV3bo3d7e5uzZ886hjc2DtLfDHDM1W/evMnu7m5LeWHDEPzttR3+5M9WmF2AUydlRk5G0HRBPm9QUg16uwNMz+Xp7dbo7YZoNE4qY7K+UmJyLM5OQiOXr4y0jXrqBXcH2+pJo6rTPa463oOctu6hLKt7H5yUjfAsH9b2eqBFo1EuXpzY20VQKBTQjTcxTdVJo1UXM3R0dPjujnKrcrqN4Id0bV2wH7RiWKOqKn/wB3/A7/7u7zrLPv/5z/Pwww+Tz+d54IEH+Pa3v/328F5oBLd6IZPJMDMzg6ZpDtm2Ar8SLbff7NmzZ3n00UdrZnntXOp+Sdc+RjKZZGRkxLc1pRCCH/5sl2e/v8UrN9PoumDijEkwFKCkmhjGXg53Oossw9kRiEZjSLJCMq3TEQ+QzuisbZQ4ORgmEqm8LkmulITV5nRrH47HNaNQAVGbXq1GI8mYLLmb+jSG/RE0DTyZ3jYpd38eJEkiFothGDA4eILLlwf3xioXM2xtbTE3N1fRHsf+r7ojg73vnSBdP4URfqtQ/ZjdgEW4v/qrv8p/+k//qcLr5OGHHwasUuKrV6/y4x//+O1Duo3sHe1JK13X90W27rEaRbruVj/NOkLY+eFWSySr27J3dnZy6tQpX/v+9PkE3/vhNvNLebZ3VcbPxtnZVSmqRbp7FAKKxOJKgfVNlZMnBN3dEYLBkFOPapqCV25mGB4KMzpsRcWZbPX98GYV3w+X48rAwro/+32IthIl28803RBUW5Vf+7sUJbtrhMep6IZwZH7gXczgnpyq9ltwt1NXVfW2G974ySMfttlNoVDg137t13jqqae4dOkS3/zmN53cr6Zp/NIv/RIA09PT+zKfOrak6wXb1DuTyfDggw8eWEJSj3Trm3vXR6uFDYZhsLi4yMrKitNOSJIkVlZWmu774isp/up/bLCT0MhkNTo7AqQzshWtDoUp5AuUSgaza3mQTM6PRdANmVAoQDAgYQqJ19/MYJiCB+/rplA0KJZMSqpJR9yKOhydLrUVZ80i+oqIjNuVXqioYPC3S6PCBqz+ZA0j3cZD+Dh+873/x99uO5HuzTez/L9/tExPd4Cx0zHGzkQxDJqWAVdPTtlw62dTqRTJZJJsNksoFGrJEvIg8Osw5rcwwo/ZzT/7Z/+MV155xSkiyuVyfOhDH2JwcJDPfOYzvPDCC6yurvKhD32ooUqiHo4t6bq/uDbZmqbJxMQExWLxUDR71fIqN9n6aZnuhl/SdXvanjp1iscee8z3K93NqSx/8mcrpDL6XumkhK4LXrmZZWQ4zPBQBE0zyeUFiWSWwRNh1jYNDFNhoD+IBKxtlljfLHJ+vIN8wSBfMAgFJQIBia0dnTemcyBJDXmr8g3E+tl9m2TFqz2Sr0s8FBzOocSd6YhRRcTBQJn4dUPwZ89s0tsT5MypyF5xhuCZv95ia6dEf0+IsbNRzo5GCYf8dZ9262dzuRwXLlxAURQnRbG2tkYul/Ms8Y3FYgeePNZ1nVgs1nCbVhzGoLnZzbe+9S3P/S5fvsw3v/lN38eph2NLulC2cxRCMDExcctqr93t2b06KfhBM9J1e9qePHmyqaetG3OLeX7va0usb5aIx6y0gWHAq29kUBSJd1yxotV0Ok86oxIOCbYTMqpuMHkujqJALm/s5XBlhgYiJJIafb1BohGFQslkbi6PMAVX7+3ixVfLObF6Xyn7y9bRFSObylevrfr5+M2kSZK0l+JyL/WYMKw7OeZ/U2cXjw2EqxwwlTE4dTLEyYEQmi7QS9YOyZTG1/98g6GBECcHwwghCCgS3V0Bzo5GOTkYZvxslKGBxsoEO6dbzxLSLvG1u1bk8/mKiTt31wq/8JvTPS6FEXCMSdfOpd5KsjUMg1KpxM9+9rOK9uz7QT3SFUKwtrbG/Pw8J06c4OGHH/Y9E7uyXuQPvrbECzfSDPSH6OsJIkmwtFJgc1vlnrs6yeV1kukCmlokFg1RUoOsbUqMnYnQ0x3ENAWlgsAwTMIhidn5AicHQ5weiaAbsJvUSCRLnBuNsbpRIt9AvRCLyhRKe7/sEYriVQ1VxblHWb0QCUsUS6Kpj4KFykdQuVDCo+T3kM7PEOX729Ol0BFT0HQwDUF0z0BuY0vj7ok4obBEsWhSKBpIEiyulPjpC2kG+oP0dltUEI0EONEXYPRUlDMjEc6djhKPWZ/5RhNp9Up87Yk7u5X6wsJChQuZe+LOa2w/Od10On1odq63A8eWdM+ePcvo6KjnOtv3dL9Jf7tHmJ0/bSXqrIdq0hVCOJ62fX19vOMd7/AdAWxtl/jjP1/lO9/dpKcryOSY9fqVyens7Gqc6AuhBGR2E0WCiko4FEAKdTCzWCAWURg7LQiHZExTYBiCcEji+it5wmGZq/d2oekm+YJJLqfT2Rlga0diea3IyHCESFhxmdlAOCxxaijC3GKB3p4QhQ3Vmtn3+dp9tOfRBONnY7z2Zo7JczFKqsnislV4I0vePc4qisWc372u8nBSE2vr5UIgXReEQjKBAGRLJq9PW+smzkZBslQQqm4Qiyu8/GqWrk6FybEYwhTk8yaptEZXl8Grb2QJhdL09QSIRhRkGTo7FCQTCkaKsdNRhk+GUTw8gavRzIUsm82ytLREPp/HNE1isVhFikLTNF853TNnzuzj7t0ZHFvS9VPU0HoXBIPl5WWWl5cZHh7mkUce4fnnnz8Ud3ybdIUQbG9vMz09TXd3Nw888IBvT9tESuP71+Bz//dLlEomFy90EArJqJpJoWAgKxKRiMzCcp7uTpOebplwuJOdXZ1UpsTdEx1s7ajoukZvr0IoKPPmbI7dhMbd5+PIkkRJNTFNgSJLFEoGc0sFRoYjnBoMo+mCze2sdTJ7t+Tc6RjdnUHmFgsuDqku+63EnSBaqTqj4RN2flqWIRYtR2I93QrprGnpbevuWz52bZR8OJFvZzxAoWhN9gaDMpGwwvpmifXNEudOR5hdKKJpgmhUIhiQ2Nwy2NgucGoozMCJIJomMEyBphmEwwo3p/MMDYQYPRXG0AXpjMbOrsqp4QjzixKzy+t0dShEIjKKItHVGeT8WJThoQhjp6N0d/mjFC8XMtM0KRQKzsTd6uoqiUSCYrFIZ2dnxeSdm4iTyST33XffPu/g7UebdKmcvKrOp9pSr4PqExVFIZVKsbCwQCwW48qVK00nCGxkczpPf3eT//7XmyyuSAwPBhgcCGMYVqSqGyayLHFzKkc8BmdHJMLhOKomsbFVYqA/TCqjs5PQODkQJpstksla2tveriBD58PouiAclZAV67X4xs0MgYCVDy6WTLI5lWSqQCwqwZ6xtwR0dgRqOvRYygb/rHuUrR3dxFl5jhKT52LcnMnT06WQTBt1I92Dp0+su+2V902kyuoawxSsb5aQZcHpkYizLhqz3vhmFwukMzpXL3WSyemO/jcWkXllPo+qCS6MxwiHZIpFk1LJavceCinMLhTpiEF/bxBNM1ndKJFKaZwZjXL95TQ93QGiUZnOeABFlujrC3LXRIyRkxFOj0QI+jDdsfO/8XicoaEhAJ5//nnuvfdeJ1+8sbHBzMyMM3H39a9/neXlZe677z5fSodmvgvFYpGnnnqKkZERpqam+PSnP82FCxcA+OpXv8r169edxrAf/ehHm16TF44t6TaCbWTeDKZpsrKywuLiYt3JK5vAD1L+mEgkWFpaQlEUrly5Qjwe97VfoWjw9Hc3+clzuyyuFECSGBuVQFYwTVAUiWBA5vU3M+g6TJ6VCIYihEIBCiWTaESmUBS8MZPn3GiUrs4AqmaSzEgoAY2zo1E2tkrE4wo93QpIEvOLBcs/92InhaJBLqdRKOYJBqCoKqxuGiCBskfOFh94sIpfEr0jZNtKqLu3hyThfps2TYGsQCAgcXokSjKdJRCACn+kQ8tV1z/feAySe1YDum7S0xPg5lSewf4Q3Z0BEkmdfM4glVM50RuiI66QzujEYzLBkEQmq/PmTIFAQObKPXEKJYEpQNdMYlGZF1/NEovK3DURJ5VKkS+YZHM68ahMNqewsanS3xckHgtQKBi8vpqnUNQ5dzrK372YprPDsgPt6Q4SDEiMDEeYHItxZiRCf2/zoMg0TUKhEOFwuEIWZlfcXblyhRdffJE/+ZM/4T//5//M2bNn66oP/Pgu/M7v/A5nzpzhU5/6FDdu3ODDH/4wP/zhD1leXuaLX/wi169fR5IkHnroIR5//PGW+6PBW5R0mxU1VHe/bTR5dRBT9FQqxfT0NLIsMzIygiRJvghX1Uye/p8b/PzFFFs7JVIZjdMjUVbWiqgaDA0GCIYUFhZzrG9pnBqEWCxMOBxEka18Y6Fg8MZ0jv7eIFcudqJqgnzBIJfXicdgeV1HCJlzZ6LIkkQypbG5rTI0ECYeU8hkNWSphCoEgUCE2aUi4ZDg/sudXL+RIRy0Js28OVc0yelKHj/dPrRyTHueUKIyejcMgWlCOCQ7kezZkRBTcy7WrSNJCIclSqXKFQP9QbZ2mgQKHuOZZnlhsSR47Y0sg30S3Z06Owlrm5JqMNQfYnW9xMCJEH09AYSAzW2Nja0ik2NxsjmDYkkQCkgEgpY8cH1TZXAgyKnBCJpuYpigagaRsMzN6TwD/SHOjEQwTUEmp7O7qzE4EGJ9U5DJGnR1BgiHJRIJnTem84TCMiPrJX70syThsEw0ItPVGeCxB7t550P11Qdeb012xd2v/Mqv8Kd/+qf8t//23zh9+nRDhZAf34Wnn36az33uc4AlEXvppZdIp9M8++yzPPjgg865PPbYYzzzzDNvL9Ldj6eum2wHBwd9KQX24zSWyWQc3fDk5CTd3d1sbm6SSqUa7mcYgmf/ZosfPbdLLmeQTqv09YZY31RZ3yxxejRKIWcVPGxsZQiFYPxsCNNUiEYDhAISumlJxUxT8OCVbvIFg5JqommCWExmel7F0OH8eJRYLICmCjI5DRD094ZY3yrR3WESDhlEojG2dwx2EkUu3dVJIqmhqoJoVEbae1sUYs+HhfLrt6d81fWO7b3qaAp13WXN7o+cEDbpuktvK/edHIsyNVtg4myEmYWis/zCWIxX38wxfjbK9JwlpxsaCDclXa80RSSikMnpThrjgctdFIoGpmlQLFlSks1tjXRGY+iERDSsk86YZPMCWYbR4Qi7SY3e7gCxqIxhCOYWCyRTOlfu6SCTM9ANEyGsyraVtRKFosn4mSidHQol1UTdKyePRGVm5gt7/stBDAN2dnW2touMn4uzua2iqlbZeTAI27sq736sryHh+kE6nXYkY43SgH58F+pt04pnQzMcW9JthOruEaZpsra2xsLCQsutxlvp5Gu3TFdVlcnJyQrtYCOdrhCC7/94h2e+t4lhCFTNJBpRSKR0VjdUxs7G6O5SUFWTZNpE1wsMngizuWOiKAFO9AZBgqXVIhtbJe650EE+b9k3hoMSAUVifbvEa1MqQwMhujo0FNmKtkolnUhY5vWpHD1dMoN9OpFoFFWNkbe7sgAAIABJREFUsrxaZGQ4Ckik0jq9PUFCQRlFlpD2wlt3zrKybc0Rm0nbJ+xIt3qi3jCtFEMoWC6gkauu2b4vsWjV10ySMM3KghE/t8QrcO7pDhEJB1hcKfLw/V1ks1Z3h2BAwjA1wKRzT6VQLBqUSjrZbIloFBZXBT2dEif6FAIKJFIGu0mDnq4A3Z0BMjljjyAlcnmduSUJSTK5/95O8kUr8tU0k3hM4forGcIhmclzUYJBiULRtPqzydDdZUXZ/b1BujoDaLrJ8FCE/+tj444czQt+fZZtB7Vm8OO7UG+bwcFBpqenK5a36rlg49iSbrOJNE3TKjSw/f39Lcmy3GM1i3TdXXwnJycrSilt1CPdn/x8l2/85RqmKQgErImsdMLg9SkrNXDXZNzKwybypLMasYjMUgKUAFyYiCNLkErrbO2oDJwIEQxIZLIG3Z0KoZBMvmjy+nQWRZZ44HIXuYKBrmnohkFHXOG1NwtIEpw5ZRKLhQgGYuQKJoGAIBYNsrBcYHgwTE93EF0XrK5bkU5PlzNtVntDWpk5kqwxjupEWkUTSNc5GoY1cRUMugokqq7B1umaVffDvtaqebkK9HQHSKYqP3ded3V9o0AgYBHX9q5GZ1xBkSVen86TL1gnMDwYRlWtVEQsGmJr12Q7YTJyMsyJPkv9kEzrZLMGXR2CzS2N3m6Z7q4AiizY2jJZ31IZGoBwKEq+YBIIQECBZNrg5nSe7j1iL6kmqiYoFA06OwK8cjNLf2+QM6MRZMmqoPs/f2XUkTk2gh+DnbK6pPlEnR/fhQ984ANcu3aNd73rXdy4cYMrV67Q1dXF+973Pr70pS85Je7Xrl3j4x//eNNjeuHYki40Nr3Z3NxkdXWVvr4+HnzwwX1PhDUiXben7eTkZN0uvlBLui+8nOIPvrFMNqc7EpxiyeTNN7PIksSDV7rI5QwymQK5nEpXd5jEqsxOUnB+LEI8FkJVrUkNWYLurgBr61Zrnd6eIIYpWFkvsZMocfF8J7sJjWLJJBaRKQiJzW2Nm9NF+nsF/b1BwqEIQrK6IEgyvLGXs7vnQie6YZLO6Gzvljh1Mkoqo9LVKbGb2muvvpdfcNOwX5mdRGP/gjsKAflcAZAolUoOuYFFuIaB023DC7pRfhtww74zkjt8rtpm5GSEZMqS502ORZmeKxAOS+j6XtcKewwJujoDnD4VIRSS2NpRWdtQ6eywVASZnEEwqIAQKIrEjddzBIMSVy51oGoCVROUShK93VF2EnmMjMzp0RDRsCCX19naKaGqgpMDJrk8hIIqiiyjKAHmljSSKZ1LF+KouqCkWp+HYEBiNakzt1hkeCjEqcEwkizxyAPdvP/xE8g+9L3QmquZn8+bH9+FT3ziEzz11FN89rOfZXp6mq985SsAjI6O8tRTT/HJT34SRVH4yEc+sq98Lhxz0q2GXXAwNTWFLMu84x3vOLDpsu1a5oa7I4RfT1ubdF9/M8NX/niJ+aUCgwMhBvpDCAGLKwV2EiqX7uokndFJp4toWpFYLES+FGT5TZXR4TDxqI4sSxRLJqpqEArKvDGTY6A/xMULcUwTkmkrjzYyHEMIKxLu6w0SDsok0hpziyahoOD8WACkMJGI4rwqX7+ZRpYl7r/chTCtiCWb04lFZGRZZmY+x8mBIJGIzqW74jWvyXt/CNf98J4EubPwf/xQJAKUkBW54uFrGIJCsUQsqqBr3tdqk2N1y3Snk7KLjauJ220iZN+u4aEQqZRBIqXT02WpFnq6wwz0W2W/axsquwmVuybibO6o5AvWGJGwxNxSie0djdFTYbo7AxRLJpJkVa4J4OXXs/T1BJg8F0PTBcWSSSYnODkUY3ahiGEG6e3R6OwIkkxpbCcKKLLg9DAkUnniMQXTVFDkAK++kcUw4Mo9naiayZnRKL/8wSF6uvxVWtrwIwFrVc7ZzHchGo1W+Oe68cQTT/DEE0/4PlY9vCVIVwjB5uYms7Oz9PT0cM8997CysnIoLvfuiTRN05ibm2N7e9vpCOGXQBZXS3zlayXemHuVkwNhLkzEMU1BIqmxsV3kzEiMQEAimSoiSyrBQABTxHljpkA8qnD/5S6KRQNdNzB1k454kNfezBIISFy9txMJyZHzREIykUiApdUCJwdCdHdZIvj55TyptMbokElBDREMRgiHZYu4p7Mk0zpjZ6J0xgN7s/PWZJEQ8MobOU70Bbn37k6KRY1kSqNQKjI0GMXYuz/FYh7nI+UulMD71fiOoQU5m21tEAqGICgAK/q0CvJkZElQLFrzB5YdYvkJZHWHqG3D41B0xcRc/VO017mlrp1xi3QH+gJkcwbJtEZXp4KqBdnaVenrCZDZa80+NVugWDK4cqmDdEbfc4eDcFjh5dczaJrgroko4bBMoWRNjFmSFJk3pvMMnghxok+mUDDI5iCREYyf7WB1vUQoHCAaAUky2NhU2d4t0dkh6OmSkCjwwfd28eCVHmINcrf14Id0j1sJMLwFSHdzc5OZmRm6u7u5//77iUQilmP+IXTxhXJzypmZGdbX1+ualNfDymqRP/7zFZ79/hahINx/r/UBsQxmNDriCp0dQdY2CsSjBvGoQiDYweq6SqFY4vLdnSRSOpomCIetSazZRZV8ocTEuSgdsYCVX9RNywdBCN6YyTE4EOLu8x0YumBnt8TGVpGBfgldD1DSTE70BYjHFLZ3NZZW83R3Brnvnk5LEC9bZdQBReLFm5ZpzgOXuzFMQaFoks4YKIpAN2BqJk3fnnwyGovBrlpZHFEhafDAHfBe8B3ninKUKklVTScBU8hEo0Gsr1FhbzKn5Ky3yTibrTT8sa/XPV5NNOxxvrKiYPcXtjMduYKgWLQ+N7MLRU4OhDg5EEYgnNf44aEwqbROLmfl8UNBmd2kxmtv5giHZS5diFMsWb3sNM0kEpF56dUskbBsVSrKEoWCSiZn6YKj4QAra0X6+4J0dwZRNZPNbYNEWnDvxQ6yOZ33/i89vPPBEIVCjoWFBceft7prRaM5Fr+2jrfKe+VW4ViT7s2bN9F1natXr1bMXu6nDbsXDMNgY2ODtbU1Lly40JKV48ZWkb/47xt86ztraBpcPB+nWMyiG4Ji0URgldrOzOXp6RIMnZCIRDpIpg221wuMnYmzsVUilzfp7w0QCMisb5RYXNXo65GZHOtA160vqq4LFBle3fsSPXCfRZDZrMb2To5wGEIhhURaYngwjCyVME1YWCqQK+jcc6GT7R3V6iIRsyLf197MkckaTI7FiIQVdN3E4nSBppusrAm64ip3T8aQlSBdXQayE8x4FUu4pVW1Ot1blXE4GKELhwyFx1i6LpAlyUkjCFF9ERZJBoMhoKzfTWfSgEwh7/JNMKrTC/XOyFqjaoLzYzEiEZk3Z3KE9pQD0ahCoWSQyRqcOR3h1Zs5NrZVTvQG6epUECYsrxXZ3Na450KcXN6gpAoCAQgGYH1TY2tHo7/XciDTdLFnB6oTCUtMzxc50Rfk3OkosrTn95HQ6OkMoChhTp+K8CsfHGLwhP2WecI5d9M0HUtIt/lNva4Vfh3G/HrpHhUca9K9ePGiZ0vyg3bxNU2TpaUllpeXGRgYcLqO+sFuUuXp727y7f+5wfaOZs0Q94cwTSuysV3+35zJE4vCxFmJcCSOpkmsbZQ40R8mk1XY3LbUCLGwQrZgsDyXBUnirokQ2ZyJEBAIQigk8/pUGlUTXDwfJxiUUVWDdLZgvfZLAZbXDIaHAowOR9B1wcaWIJ0tcu50JytrVjeIwYEwof+fvTcPkiSv7jw/fnvceZ+VlVmVR91nd1W3GEaCHiRAaEAaZtAIRia0glGbZFppVgKxCMxQYxwtDmHWMhkSMgwzIcxmtZiBoZUGaSVYrbCVaIamqe6qyvu+M06PCL/d949fRnRmVVZVZlV19SGeWVlmRkW4h4d7fP393vt+v0+VWN9yWVqxaGvVGRpI4vtRU30mS/DD61VkOWb4cEw6kyOKoVL2SCVVllYdIX3dOVHhZVVXOHgI8cH27zegrh/E20YyezfM/KBR0919o86mM0BtO4vbmQ2/sK/disoXHnecmNPHU9SqFtVayOSsTUtWMAc8X9zQK1WftpzG8xM1ujs0eroNNFWiYoXkiz6GLjE8mMCqhmTSCpouEYVwbbKG7cScP5XGdiJhDxlEGIbMViHE8+Fwv0FHm46/zVCo1gM623RsJ+TXfmmAi2dvvdSXZZlMJrOL7wqiR9IYqb4zKxYSZJ1CoXDLrPhHoPuA41b11Ltt1OwlCw7DkCtXrtzxtVY14P/6v9f51j/lmVusk8tqnDuZwXa3p77GIbIM41M1JGD4sCjay4pKtRpgGDJIMtNzdfp7TNpadfwgYnXDpVQRo3ZW1108PyaXEWqe+SWb9U2Pvh6D9ladKIqxHQfH9tA0nblViVQSHj6Xww9iavWIUtkjYYBVlVlZc+jtMkR25AgHLd+POLkthIjjmIQpo2oyz12rYDsxh/sVUikD17Gbmbbvx1y5VqWjXSXTmgYJ9ISObmp7Z7A3mM+8bNkLCJaCocuYBtRD6OnScZyI/l6TfNFjY9NtHuONJQJvu6brB7sTg8ZfkqzQAF1dFw27RuxMGmo1AUK+5zEypKMosLgqEYQeZ06kCUPBHPC8EE2Xsaohaxviht/VIZpsxVJAseLR151gYcnGNBXaWzU0FVY3fNY2HDradQ73q9hOhK7LgJAE/+C5KpoKJ0d1JFnD9WLq9YB0WmV9y+cnfzzH29/Stf2ag8etplY0PBYKhcKeWXG9Xiefz/+ovPAg4351wRt83tnZ2ZuUapIk3TZrtu2Qb/zdOv/8P0ssLNuEYcypYxkKJZ8wikklFDRN5so1C9uR6OuGXMZE0zXCMBbLtzBmeqJGZ7vG2VMZAj+mXPHZKrr09ySo1kMKRZ/eHhNCj2LFZ2ahQjKhcvZkhlo9xPNcXMchmTSYWpOIY58zJ9JIktQctaMoMWEEs0shXe0KA/1JgkAogwolj6FDSZbXHOp2SGe7jqpJLK3UWV3zacnC0UHBVlBlqEeCWvbctSqaJvHQ2RxBEDK9EhGFjUxXolqp09KevgFnb9Kk3ZfzuO84wGXT162jaTKlkqDMHepLsrBsY9V8ujo0dF2hUPDRNSGYaO5CemGg5E2lg4bgYgdGNW5gjTB0ExBgW3cUTh/TkKSQlTWHQikmnYrpaJOp1RwMXcGPZGRZ4rlrNUxD5tzJdLOUVa2Fgl0QSiyvChpXNq1huyGr6x5lK+DEaJqtgo8sSxi6hK5LTEw7lCoBA30Guhbg+aBrwns5ikGRJT77kTH6e/fnkneQkGUZRVFobW2lo+OFEsVOS8g//dM/5Zvf/Cae5zEzM8O5c+f4tV/7tX0ZSRUKBT7wgQ9w9OhRJicn+fjHP9402WnE008/zec+9zkuXLjA+Pg4ly9f5r3vfS8Ajz/+ONevX28+96mnnuLMmTP7OrZXNOjeKe40q+tGT9u9lGqyLO9ZwvD8iL/6u3WefqbM+oZDqeIzdDjF8qqN7URCqKBIzG8PfmzLxXS2RqQzOVRVIoxEieDaRA1Dl7l0PkcQNHxNPbIZDWKJuUVhw5fNaLheyPK6T90OOTaSYWPLw7Y94shBM3TWLI25ZWFkk80osM2BDcOIIIgZn6qTy6qcHNWJIiGiyBdcOjsMShWZtU2X3m6ThCFRqQYsTNchglPHk1RrMbIso6sSihKzsgb+UpWxoylMU8YPInw/EkvwOMZzPCQJcu0ZMfk2jpt9/Z1Uqftdyt1P1rxfr19FEW5qhZKPrknousr8kkNXh05LTsX3Y5ZXHPJFj/4eYVB0fCSJYQhF2PScTbEcEPi735QiQ8KUmZp1yKYVRo8k8cOYXFajXAnIZBS2Ch7dHRptrRqppFiJLK8FVKtw9lSGldUKhmESxwGSFDC7EOK40NUOuaxEteYCMkEozImuTdZe8EqIY0qWT77g092pE8USpUpAW6uKYYhMeWLGIQgizp/KUK29kHQYhsLCssev/EI/P/Gauxv4ut/Yq5G20xLyk5/8JH19fXR3d/PII4/w7LPP7lv89MEPfpA3vOENvOMd7+Ab3/gGv/M7v8Of//mf73rO6uoqv/mbv8nly5fxfZ+uri5+7ud+jo6ODnp6evj85z9/V8f1qgXdBi92r+5nHMdsbm42WQ+387S9EbTDMOZ/fGuT/+97RQpFj3zJpb87QbESkC94HOozMTSZQsljYdnG0GOODZv4gUIU1lAVQR5/7rkaUQRnjqeRZAnPa2Sj4AfiS9LXrdPXYxIEkC+45Isevd0aK2sRxZJL0vDQFBnPT3BtyqE1p3H2RBLXj0SDJ4pQFZkr12rIMpw/LWpptu1St0PSKRVZESWN3m6DzjYd1w+ZX6pSLMeMHEmQL4b4vkRbi4qqSiyu2Kyue+QyMHQ480IzzxP2kvVynTCKMJMGiYxJ6Ie4/u6Vwi5RwPaN4cWj7t6DAxpiJaOpEpOzNl3tOmNHE8RIYiWS9+nq0EGCWl24bSUTCvV6yPi0KL+cP53GsgIG+gTYmYbMD69a+AEcPWySy6pCWOBGuG5IMiEzO2/T3WnQ3SlWW/liwPqmy6E+k2RCwaqGJBPC37dswdSsjSzDxTMZqvUARYpwHB9Ni5hdEGq//l6ZTCqmWndxXInAj2hr0VhccenqEFNH4jhmfcNjdcNlZCiJvT1lImHKeF5MzY45MWbwv/+vR24r371fsV/K2KlTpzhz5sy+M00Qxja/93u/Bwjjm1/6pV+66Tlvfetbd/2tqmpzBWxZFh/72MdQVZVUKsXjjz++70EHr2jQvZPpzY2u83Eck8/nmZ6eJpVK3cR6uF1EUcw//FOeb39ni2otpGz5tGQ1fB/mlmwO9ZqkUwp1O2RhycJxQ4YOGZSrEoqikUrK1Goic61UQ44cTpBKqs2aZrDtuTAzZZNJKaIO60dY1ZBCUWSjhbLM+qZPNh2SMEBSEiyv+4SRz+njoqQRxZAwBS3oyrWaMCcZTJBOqUSRuGl4njAwaWQ/Z09mthtsNTbzPod6BUBUqjFdHTqmIVOtRcwvieXu+VMZ1jcs4m17SUMX9pJ+AMlMAlVVCFyf0A+JI5Ehh0GEqu9x3l5qncQdYm7JQVEkjo0kSZjKtrdwSBhGtLdqrKy7dHfoyDKYhszKusv6psfYkSS2F+E4EcmEgqrCVj7g+VWXhCkUYc52s6peD8hmNGbmbUxTZuRIgoSpULcjylZAGIoacqHo096qkUrJVMoxC8suWwWfseEk4bagwdAUZEWmZMXMLnmkUwrHRpLYdojn+1iWSyIRs7IOqaREd6dCKhFTsTxK5ZAwjhkZSmJVQ1pyKrouoUgS9XrMb/wvPZw91XnnD+0+xX4UaZVK5ZaNtDe+8Y2sr6/f9PgTTzyxy8Amm81SLBZvC/J/9Ed/xAc/+MHmvt71rndx9uxZVFXl/e9/P5/4xCf48Ic/vK/jekWD7u3iRvlusVhkcnIS0zQ5ffr0vj1tAa5OwTe+dR3Xjag7Aeb2F2JlrcqhfpOudgM/CFlerVEq+/T36mzmFYJIpa9HZIiray5LK9DZITPYYAXIolEjSxJXJ6qCD3s2SxSKpWq16mMYCjESkzN12nIR6VRMFCvUbYN8yWH0SJq1TRfHiehsE94LC9vZaEebxrFhIdEEQdbXVInZxQBNE5lRDBRLdYolwUDI5UxWN0K6u3RaczpBELG44rBV8Dg5JuTErheRMMEwRDNvY0uQ8Q8fMple3nbgimNkRaZctNB0BXUHs//FLC/sJ/ZbXgiCmNacyuBAAn8HM6A1p3F9yqW9BYYPJ1A1idV12NhyME2F4cEENTsimxFmMSBxbaqK48ScOp4mCCJcV0xsUBWJUiVkZsGlu0N4FHh+TLUWUix7dHeaTM7UURSZ/l4DXZMolHyW12RSSTgxlsRxYlJJBVkSHr/PXa8RBHDqWIo4pum7oGs6QQiLKwHdnTq9XRq2G1AsexRKEZ1tERt5iYoakcsqGHqEVYOf/nedDHS5HBnan+n+/Yp75el+85vfvOXrGsY2LS0tTZeyW+3rK1/5CrVajQ996EPNxy5evNj8/bHHHuPJJ5/81wG6+8l0y+Uyk5OTKIrCiRMnbqKr3C6+92yJ//Mbq2xuySSTAYoiUatFTM7YdLRpPHQuhx9E5At1Nrdcurs0KlUVqyZz+JCOqcuUKgFLqza6rnDksEQYCvAxDAlNk3n+uTJBAMeGUxi6TLBN0xHZL8xO1WjJwmBfjJFIUqtFrG+5HDms4XgRhZJPd6eBqcuULZ+5JRtNlbhwOotVC4hi0bDRNZmr4xZBCEcGNHQ9xnZ8KpaNLMlks0nmFh16OiVOjKXFqqDosbbhMHgogaLIWFVR99NVGcuKeeZKGVmWeOhsVmR/QUwcCSAN/ZDylkW6JYmZ2C3/vPG8HdTa8U61+vsVigJJ0yOf9/EDmXRSpVwO2cr7DPQZtLcJ/4vNvE+5AoMDJstrLumkQkebhqrC0qorfGk7NI4MiJuYron5dJIkceW68EK4cDrTFJ/U6lHTZ2Fm3qavR6e9VcPzhNQ3X/To6YypOxJhALltcF9c9ljb9GhvVenrMQgCUBUJ3w9RFZnnxkWT7cxxMVLd9WKqdTANnXQqoliJ6O1WyaTAcUN0zeU/vikgaVYplz1WV1dpbW0lnU7fF7XnnWK/oHs3k4AbxjYDAwN85zvf4S1veQvwwhSZBkX0z/7sz6hWq3zoQx/iypUrGIbB2NgY73vf+/jUpz4FwOTk5IEcx17RoHu7CMOQ8fFxdF1nbGzsQFLB569bfPmry9TqQbOZ4ngRM3M2hi5x+UIO348pl222Cg4tOQVZ0VjfZLvMoOJ5EXPb4oORoRTrWx5hKJHLKiQSChPTVYrlgP5eg/YWXTSgJNGgkxA1XdOA4cMRhpkANPKFgHRKQlcFwb27QyebVvH8mJmFOmXL5+SoKDN4fkQ6paKpMD3nUCj5dLbrHOozqVZt7LpLGAfksimuTdbJpHzOncwgy4L+Vih6JBISne3C57WjTSedVAijmOn5OsUynDmR2SbXR2i6RBh5uE6M6/rIskxrd444ionCmCiKePGrgLeOXZJb9m+lmMlkCMMIv+ozPuOTScFgX0QY2Wxsuli1mM42nZiYrYJHb7dOKqFQq4eszLu4XsSZE2lK5QBZBm2bHfDcuODEHuozaGsRDm5hFIu6vgzXJ+t0tGkcH01ATJNj29ai4gcaVjWiu1PdFkNETM0JV7FzJ9NUqgFxLKHIMZoO0/MudTuir1uMYA8CYXRj2wGppCLMjTp0jg4mULYXJO/5j4c5dUyAcxRFfP/73yeRSDSnoHieh6ZpZDKZm0QN9/e83f5M3S3ofvzjH+d3f/d3mZiYYHp6mk9/+tMA/PCHP+QXf/EXuXLlCl//+tf57d/+bS5cuMDXvvY18vk8Tz31FGNjY2xubvKBD3yAZDLJ+Pg4n/3sZ/e971cd6FarVaampqhUKvT29h7ICWhqtsaX/vsS+YJHwpRRhDkT80sgSTYXzmQJg1jMCyvZGAYg6cwtBhzqU+nqMAjCmM28oGAdGUiyuBpTrYf0des4jk+h6LN8vU5LTuPcKeGn0BAUqLLMlakaIKwWU0kTTTeo2yGyFKKqErMLDq05GDqcJIpgbctlbcNh7GgGXZep2SFtLRqaLlEoBswu1DENeTsb9SmXLVwvJpVQmV2EtU2bseHU9ujumFolwPUjWnLC1rGny2DocAIJidV1h9V1h6HDKXTNx3UjMikFz3cplx1WNsQXTtdVaIBtEKCaGtFOZyz5pa3pHmSXqirx/LiNqkicOpYSrmIh1OwAWQ4x9Zj5JY9sOiKbcgg8n8WiTL4QMTxkYtUibFss1zVVnJP5pRqaLnHxjBiJFG+DbSqpMj5dQ5Ylxo6KOrzriszXcQLaWjSW11y6OjTUlEQyqbK24bK64XK4X/Qm6o642coy1OoRz42LJttDZzM4rqgh23ZIOqkwv+QTbfoMDZi0telEYcyF01ne9qYuFOWFT6kBpD09PbtqrJ7nYVlWU2FWr9eb01F2KszuNCjgXqJarZJOpw/8ura2Nr7whS/c9Pj58+ebvPy3ve1ttxw88KUvfenA+2zEKxp0d94Fb/S0tW173+bji8s2X/rvi8wu2GQzKsmkjCLLPHtVLP0H+2USCQPPC5o6+ljSmF30aW+Fh85lCYJ429fW4VBfkrIVsJH36O81SegyVi1kdkFwZc+dzFK2fKJI+Cnousy1q1U8L6arLaa1RUc3DMIQanaIIsHEjL3d9EpTLluUygEbWy5dHQZdHSbFkqg1JhIynhfx/PUarhdx9mQWq+pTKlcJgohc1mQj77G8FtHdqXO4P9FUF1UsYVQ+P+HQ1hpzfDSNpkrNfaWSKsNDKWp2iKGDrgVUaw5LqxKuJ3N8JMnSZmNyhERMjOcFWKX6bT//Bz6Ycp/7CqOYZ5+v0tWh0b+t5vP9eHvkkcK1SYe2Vo0To2mqtQqSkmIr72Po0N0JWwWHpBkRhRKuozCzFlGz4eRoCi+I8HzB+JBkUaedmLHJZRVGjybxPFFqKFU8Otp0llcDghCGBkwMAzY3obBgE4QRx4dTFCsBLVkVXZNRVYnrU1WqtYihAZOEqeB623X9IMTzI35w1SaXVRk9Kppw7a0a/+XtvXS07U25iuP4pixW13Xa29t3iRrCMGxKfTc3N5mdnSUIAkzT3AXEiUTinktEB/HSfTnFKxp0QXjaTk9PY1kWw8PDTU/btbU1XNe98wYATZP48Ufb6e2uYVUD/ulfCk3HLUEBquM4NnEMsmIwu+CSMMPtMkNEtR5SLHm05nQURWkaf2fTKl4QMbNoY1V9BvtUKlVRQshlNTRNYmauTr7ok0nFHDmkomomsizjOCGJhMK1SZGpnj+dRVFEJlMoQTod0Nais76iFliUAAAgAElEQVQNvC0ZhWib15sveBwfTeM4IZZVJwp9UimTii/xw2sOhi5xfERG1w1h4Vf1aclp5Is+hVLA6NEUmbTghm5sethuwKG+BCtrDumUQkerglUJWFp1KVUkDvWZZNPK9rDGFyYpVLYsJFmio7cFeUfmdIMgjf0v+B9sxDE8dFaMvwkCcWNKJxVmNn2iyOPo4QStLSquF2NZEkHk09ttsrBk09lh0NWpoimwtCbquq05mY62mHKliqZBLZBQFZXJOeGJfO5EmjCOcV0BuJoKvi+8jbs7G6WBiK28x8YWjA6LUU62G9HRqqHrMptbHkurDrouGBK2E6GqEn4gvJSfuWIjyTB6JEEqpaApEm97YycPn7uzlHY/IKkoCtlsdlc5L47j5jTfxkRf27ZRFGUXEKfT6WYmHUXR/j2ZX3Kr0IPFKx50p6am6Ozs5OTJk7s+/P1OBAbo6TLp6TL5ideIO/Z/+9WjrG+6PH+9yNPPLDO/7CNJJtenfGTZ5cLpLDHxNn0oQNckJGSmZuv0dusc7UgQRLC6Kdy9jg1nUBUJxwtpzcnC3SvvMbtoY+gwdkRGkg1MUywnDUPi+qRQt40eSZJJqwRhTKksxq0kzJi1DZ+eLpmxIykkGdbWXZbXHQ73J8hlEtSqDrLsYyR0FDnN1YkacQwXzmSx6z6+7xLHYl/lSsjCkkNfr0F/dwIvEA26QtFloD/JzLxPpRpwqM/A92usbcRsFlSyaZUzJ0xq9RBFkZBl8QXwHJ8oisi0plBUAcLxbVy0HnTs90uqKhKuJ2rsYRhTrQZMzdq05BRGj6TwfajWQvJFj6QZUyiJ0tJAv0kyIVOth8ysi7ruqWNpSmWfdEpFUYTi6+pElbod0N4CuQyUKhUkSSYIJAxD5dqkT0tW5dTxFBIS1VpAvuRj6pDNiNlnHW0ayZRCGMRMzdcplQJOHkth10MCX8w1U2RYy/tcL/ikUzLHR1IEIZw9mebtP9191/Ldg3zeiUSCRCJBZ+cLlLMgCJpAvLq6SrVaFdLz7edGUYTruui6vuc5Owgwv5ziFQ+6Z8+e3VMxdi9TfD3Po7A1Q0It8cv/eRjLskgmk2hGO7Pzda5NVZmcqVGuCF7s+LTwHD1/OksUxeRLQst+uD9JGBiUyj6d7RpRFOO4MT94vkwUCrObONYxE7oY/aJKTM3a1OoRvV06/b0JgiCibotstLVFZ37RJpWEk8e2l/4Vn7V1l1RKZWQoRansoms+yYRGKpXl+fEqjutzbCSFIksEgZDvRlFEzQ4Yn3bJZhQeviAUccI1yqWz3SCKxSDCQ70msuRRLtUpWQqOCwO9EX6oEIYxmZSKrstMTFcpWyHtfR2ouoosy8QR+Dechxt5ug+8vHCACIMIRZF4fryGqkqcPZFGksF2Ymr1EFmO0TSF1Q2J/h6djnYh717b8FjbdBk9kqRcCXCciJacuqOu66CogrZXd0I0VcZ1Q0xT4upEnSjy6e2CVMKjWAzwfeF129luMr/k0pKV6Os2UFRY3xSDS9tadUaPJnDdiHRaRSImQhiURxGcPi4oZO1tOu/499309dx/+e5BQlVVWlpadlG+4jhueipEUcT169dxXRdN05rZcCaTIZlMYlnWgdhIL5d4xYPureJu7B2DIGB2dpaNjQ2OHDnC8ePHhXeB4xAEAb29Oh1tOpcuvHCRFMs+U7M1llcdfvB8hamZGpm0QmtOF3PL2nVSSYUgiJmc96nWIwb7JUDHNHVURQgM1jZcNrY80imZy+dzuF6E60aULY/WFp2tgk+pEjA2nMJzK/h+xNq6h+NFHD6UZHm1jiK55DIy2WyWmXmH69MW/T0GLS0acSSaQkEgTExmF0FTPS6eyRLHYNsRVjXA0CUUWajUeroM0qmQes2iWtfYKkqcGE2SL/pEcYCuuriOTb4us74FugYtHRnk7RZ4GEVoqkK5WMf3AvQGzfN2w8Fe5NjrBn2rkCSYnrfx/Jj+HoPODl2IS9yIWj0klVIYnxK19kM9MW1tKuWKz0beJ5VUONyfoGyFtOQ0DF2wYMan6tTsiOOjSaJQWDQqsrjzVKyAiRmfTFrm+EgazxeG4tWSR0tOIV/yWN1w6GiN0LWQQqlKqSJuAGPDKQpFH1WR0RIShiYxMW1TtkI6WlX6ek0Spsy/e20b//bRg8l39zsg8n5EoxHXsIE8ceIEsNtzYWFhga997Wt89atfJYoi/vAP/5Bz585x+fLlfTXV9uO7ADA0NMTQ0BAA/f39/MVf/AUAc3NzfPSjH2VkZIS5uTk+85nPHKiZ94oH3VstL26cCHy7CMOQhYUFVlZWGBgYuMk3V1XVW9aHW3Mal863cOk8/OybewBBuZqcqTE5UyVf9Pnn7xdZWXPp7YrIpBVMM4lhSCiy8DiYnquiyMINzHFDHC/CtgOSSY1SOWRlrcpAv0lHu47vR2zlJbaKNocPJZldqLOVt8QSNZdiqxAx+UOLXFbl3KmMGCIoS4SIwZdXrlrEwKFe6GwXDlW2GxEEovY3OVunp9Pg2LBBrVajWFQpVlT6ug10Qyik2ls1dE3H8yPGp2r4AZwY0anZASU7FjxaWcKpuVS9ACOhoekvXGoP0k/3XsLzhYT2oXNZXFfUdWt1n2xaY3bBQS74jB5JkM2obG45rG14VKo+h/uTLK04JExZmOJoEgtLQqnW3qYxdDhBEIgmahhEKKrMlWtVZFkIGhRFwnEi6k4oZpupCjPzHj1dBt2dOq7ns7HpUCjH9PeoqFbIVr6KrsUEgUetprC0FhJHcOG0qOueOZHm7W/pJmEenLj3Uizjb+To7vRcADh58iRveMMb+NznPkdrayvf+MY3aGtr4/z583fc9n58FwDe/e5385GPfOSmxx9//HGeeOIJLl++zFNPPcWTTz7JRz/60X0f2ysedG8V+ykvNIjQi4uL9PX18eijj+4pO1RVtenxuZ/IpFUuns1x7lSa+fl5zo3V6eo5zOp6zPPXi9RdkS0+/YMSUQRnT2aajmNBEKOpULaEV2pXh8aJ0Rx+GFMu+2xsueQy4PoSK6tV2nMxLa1JHEfi2qRo9p09kaVU8YkiYayi6zLPXbewnYieLoOeLp1y2cLb7sSnUyqTM6KbffpYEsepUyzJ1GwD01Do65EplX3aW3WSSRlZkpiYqVGxQkaGEsiyhKzI5LK6AN0oFmOFwoi27pyoie7IMPcqL7wcQ1NheCiJ50UEfowsx1RrEXOLVbradQYPGfgBlCshmwWJI4e17aaqT3+vQcIQrJWJaQffjwTzZHtcjqZJ6JrE1Vkb24npbNc41Gdui2NirKpPNqNxdaJGa07l+EgKXZexrIDNgkcUxQweEqWLzg4D05CQZYnJWXFe+rplFDkiDiv85L+RGT2qUCpuEG4vzQ/S8T/IgMj7FfsRRjiOw9DQEO9+97sPtO39+C4A/OM//iN/8Ad/gGVZvPnNb+Y1r3kNvu/zrW99i0uXLjVf/573vOdHoAuCRnKrZdHtrBz3ioOaou/05e3v72+CeUdbkY6WKidPDgNC9TO7WGd8ssbkTI2tgkfZirg+ZZNOKVy+kCMMhTv/VsGlo01H0xS2CgEtWZ+OtgSSrLGw5FC2fE5t++B6fkQuI+THS6sO65seqaTMw+dzuG5EGMbUbcjlJFbWXCTJY/RoEhkHy6rjBTquG9PTbTC/ZGMYOgP9JqossbgiMrquTl2YoocxpiFEEwCVQo1cZ4CRNMi0ponCiDi6uZH2oFRlN8ZBAV6SwHFCZFni6mSdZELm3Kk0siRRrUeUK4EYV2/C8qpDZ4cuJjTEsLDsspH3GBtO4LqCi5tJq8iyaIo+t1RD2cGhFZl0QDqpUiiFrG/6DB4SRkSeL5p0+aLHQK/G4op4fk+njmHIrG94LK85mKbM2ZPCSvMnf6Kdx17bhu/7zaV5wyR8J5+2IXC4Fci9XEH3dhLg++G78MlPfpLLly9Tr9e5ePEif/VXf0UqldpFd8tms2xsbBzo2F7xoHuQL+5Od7GWlpY9rRz3iv025XZaRXZ2dt4E5jeOYTcNhRMjGU6MvNAM8LyImYU6i8s2V65bTE7XAAFsM/N1WrIRPZ0Rra2tLK+5rG1YHB9Jk04L8+nWFg1VEWWLqdm6WB6fzWE7IZ4nJggnTIVKNWbzeYu+HoNcJsR2qkSRMOgZ6NWZnrcpVXyOHk5g6DL5UsDiio2uy5w5mcGqCrWeIouM7QfPCYmxmTKa5uVxFOEHIbqu4Hu7OdMvFegeJMR7DJldcInimCOHTVpbxJDPSj2gWvPpaDOYmq2Ty8CRwQSqIlgFaxsu2YzGsZEknhsLsJViFAV+eK1GGIrR6oYu4/liAKjvR3h+zA+vVWlv1Tg5liIMYyrVkK2CGKGTTKhsFgI622XaWhQ8TxjjV6ohp46nqNVCTo6m+Lmf7iabEV/vG5fmsJtPu76+3jQMTyQSTSDOZDLoui7UhC8B6N6L2c398F24fPkyIEa3nz9/nu985zu8853vxLbt5vVbqVTo6uo6wJG9CkB3v1EoFJicnDywuxjsD3Tz+TyTk5Nks1keeuihPbXpN4LuXqHroolyfCTNT/5EJ3Ecs7yyxr88PYtlZ4ilLP/Pd1a5cq1KX4/B0cEkthM2M9soinn2aoUwhNPH0+LLHGyP245iSpWA8ek6qQScPm5QqznYjk6potHXY1C2nG2Fk0E6qWK7Edena9TrYXOiRBCK2rSuSUzN1ihVIpImnDmRZmZVgFWDTG9Xa7iyhKrtXs7GUQyyqOk+2PLC/ncWRfDcdYdUIqavOybGpVjyqVgxPV0GaxsRYehxdDBBGFRx3Yj5DZdqPeTYcIqtvIcsQTYjPqvJOYdSOSCbVTh6WIhSJIlmdnt9SngrnxhJkkgq2HZE2fJxvZCONp2lVZfuTp2kKY5jdV14LfR06nR3CTnxr/znfk6M3bmpcys+rW3bVKtVyuUyy8vLuK6LJIlBpWtray+a3PfGCILgjv4OpVJpFwVtv7Ef34W///u/x/d93vSmNwGCmjo8PIymabz+9a/n6aef5vLly7tev994xYPu7bIlWZYpFotMT0+jqiqnTp26K8ng7cCyUqkwMTGBqqqcOXPmtu5l+wHdnVEsFpmYmCCdTvMzb34ByE8Pb3D6zFnWN0MmpmtMzlap1UL+338pUrfDpqgDJOHP60V4Ycz0bJ2EKXPmRIJKpUKtHmK7glOaMCPmF226uwxacipRFDO/7LC55XF8dHuAoStoT6oChaLP/LIYVXP+VArPF5MSgiAERDmhlK+QSJmkcwluZCl88//4LomUQddgN0MjHS/LrDeKtj2IY1FvL1d8FDlAImZypk5rDlqzERIxhRKUrBojQ0kSZohtC6BUVbCqIT+cs4l5obElPqsYw5BY3/SZtR26OjQG+kz8QMytyxc8+nsTTM36qErIkQETM6GwteWzkQ+IIonTx9LYbsSbX9/OT72+QzAh7jIkSSKZTJJMJndlbxsbG6yvr+O67i65704KVyqV2ref7H7iVl7YO6NSqRzIaKYR+/Fd6Orq4iMf+Qjf//73WVlZ4e1vfzuvfe1rAfj85z/PE088wd/+7d+ysLBwIN8FeBWA7q2iWq1Sr9eZnJzk+PHjBzK8uTH2ynQb2/Z9n9HR0X0Nx9tvmaJarTIxMYEkSXveKGRZRiJmaCDJ0ECSn3qduNv/zq/FLK85TM7UmJiuMbdYJwxjrlyroSoSx0cSBL5NveZiOyqGqZBKKswvCwXdsRExbntl3WVt3aG/1+ToUALXi8hlVRQFAj/mB9eF0OLYsImiqkSRRBxH+EFE6Ic4dY9kJkFbV4t43PUJvN3Hnc6YKJqKW98fw+S+xQGyal2TKAcRjivYJOm0xuSMR1eHzqljOrIsUSh5rG+66Cr0dMBWoUY6KW33FFSuTvi4nihNmIaMH8Qo285fjhczPu2QSipcOJMhjmLqdkSp7JNIyGiawvySw6Feg1xWJQhhYdlmYzPg6GEVP1AYHkry9p/por11fxMT7iZkWSaZTDI4ONh8rFGesCyLtbU1qtUqYRiSTCZ31YlvJWy4U7yYDmP78V04c+YMX/3qV/d8/dDQEF/84hcPvN9GvOpA17ZtpqamsG2bTCbDiRMn7iq73Rk7M1TXdZmenqZSqTA6OrpLd36Q7ewVjuMwNTVFrVZjbGzslhfUrbYjyxIDfQkG+hI89toX5krNzpf4zr/MMLfoUKyk2MwHmEawbZ6ic3JMCC0KJZ+VNZdUUmFsOIVVFfVfRQFNlXn2+Qp+AL1dKu1tJhJiyKLtBkiSxMR0HUVVMBM6iqoQ+AGe46Nq8g3TIkAzNcr5KrGsPdDywkF2FceQL3h0tOssLgdUaxGjRxKkU0IivZn3qVg+Y0fTzC9ZpNNJOk0ZWY6ZW7AplD0SJhwZiAh8G19SqAcSmYzO+LQwohkZEqOVGp4OtVpAa4vBzHyd7i6D/m4DRZXY2PKadeIjAyqppMIv/IcBLpy++2Riv7FXI+1W5Yl6vU61WqVUKjXdyBrDJBtAnEwm7wjE99pIeznHKx50GyfPdV1mZmYolUqMjIzQ0dHB1atX72kU+859xHHM5OQkm5ubHD16lBMnThz4Dn6r5zdEGZubmwwPD3Pq1Kk7lk32Q/L3fZ+ZmRkKhQJvfL34TKJITI149so8z10rsLJus7LhMTMn4fsxR4cSFIohMdDWqqGpEuMzVSwrIpWCU8fS+IE4lrrtk05qXJuzkWUxXWGzojZlv27dw0jp1Mr1m9gLW2tlNE0hkWpkaC+/8gLEBKHE+HSd3i6D7k7hfbCR91hbdxk5kkSWoVi2ac0Jel61FjKzYBNFcO5kmrodYhoKnh+gyBErGx7zyzbpVExfV0wcOxRLCmUrpK8nwep6RBh5DA8Jl7FqLWR1yaVaFcMjy5WAh8+q/NTrWjjU/+IDLuyfvdBgRKRSqV1ig8aIdcuy2NzcpF6vI8vyLiDe6bvQ2OeLlem+1PGKB90wDJmYmGBra2uXigwO5r9wq4iiiIWFBWq1GoZh8Oijj963JkIURSwuLrK0tMTAwMC+t32njHnndgcHBxkbGwPEZ9Xoup4/O8T5s0OAAOdKpcLiconrkxVmFz2sqsfSmsTaZowii7qt60EUC8OedFJmZc3DcR36egz6ekx8T5QSPDdAT5gEQYjsBrS0p5sqtUa0deWwLZuXJ9iK8PwYWYYzx4XPcL7ks77pkk2pDB5KUCr7mLqPYcikkhmuTwmP3KFDJoYhTGZ0XcLzfVwP5hY9TEPmwukUcSzGM5UqPrIUIkvCWrQlC7mMuKEuLHlsFgKOHk6QSSkM9Jn8t//ajVNfwdAfHJvgXtkLe41YD4KgWZ5o+C5EUUQymSSTyezLJfB27IWXc7ziQVdRFDKZDCMjIzcB1r34L8RxzMrKCnNzc/T09JBKpZpu8vcaO6llXV1dPPLIIwdqQtwq043jmI2NDaanp5vbVRSFKIqaz5ck6aYsWtO0pkXf+bMiM5mYmKBaraIZLSwsuUzOWaxtSHiuSr4QMzkT0ZoTI+B9P6JiBWxueciqaPbFUUwyY6Jp4svqOj6ZXe81Qk9sU8tept4LmgrZlMfGpkOlKuN6MDRgsJkP0VSfpBmRyyVZWPaZmKmSSSucOyXEFJomYzsBqYTC1Yk6EnBkexCl74fUHeGn0dFmMDkrxucc6tfQVJmNbXWbocOhHgiCGq97ROHRiwGqXMHzvAfaeAzD8L574qqqSi6X2wWaURRh2zaWZeH7PtevX8f3fQzD2NW0a/BkLcv6Eei+FCFJEn19fXsKIe4GdHdyeVtbW5tc3o2NDaIouucsNwgCvvvd75JOp29JLbtT7JXplstlxsfHSSaTXLx4EcMwiKKoefx7ge2NEYYh8/PzbGxscPToUU6fPo0kSTx88YX3Xq1WWV0rMT5VYXHFZm7JZ21LxtBlkgmF9bxDrqsVWZVRNZVqxcZzPIZO9O3alyRJhEFEtWIf+PjvLrZNJA/gdibLMnXXYG3dZXQ4wVbeo1xxSRgBiixRdxRmFuvbKsAUjhc369OSBGvrHlYtpLVFZfSI8Mh1nJDNvBh1v77psbHlMTxokEqp2HbE3JJNpRJyaixFsRzw2GvbeesbO5CkAMuysCyLfD5PPp9nYWGhyad9MalcD0ocIctyszyxuLjIhQsXxIpgh1n6xsYGk5OTfPrTn8Z1Xb74xS9y4cIFTp8+vS8a6H58F7797W/z67/+60062sbGBu94xzv4yEc+wuOPP87169ebz33qqacONIUYXgWge7vQNA3b3v+XujG8MpFI3MTlVVWVMAzv+qJuMBI8z+PixYv31Nzbmek2WBRBEDSbhgcF2ziOWVtbY25ujv7+fi5fvrznce50hTpxXDwWhqEg2G8IIP4f/7MDWTeIo5jiZhnd1GntzNxExi1tVfEcn/6RB1OXbMRBEkTPi5CRGBxIYFkBqUSAYSgkEy1cnajh+TGH+zUUOcKyaoRRRL0mE8USK+sxCVMWwz9jMcWhVPHRVEgkNOYWHHq6TNpaVKIYVlYd1jY9Bg+Z5NIqHe0a//W/9DI4kCCOI2RZba5GfN+nu7ubZDLZrJXm83lqtdoda6V3Ey+FIq0RkiQ1yxMdHaI5fObMGV73utfxMz/zM7iuy5/8yZ/wyCOP8N73vveO29uP70JfXx9f/vKXuXDhAgC/8iu/wi//8i8DYnrG5z//+Xs6plcF6DYaXTfGfjNdy7KYnJwEhJHGXoDYkAIfdJl1IyPB931M894s9RRFwfM8xsfHKRQKTRZFFEW76rb7WYI2bjS5XI6HH374wMenKEpzmTg2ClM2lKoxnhvyb996mVqlhl93ULXdl5qR0Ghpe8Fv98WOxkdxkD1pmoQXRChKgKFFtLSkmZx1sKpVshmFk2NJPF9YP9btkGxK5cpVC0mOGehTSJgh+UIZx5WxHeju1JhbCujpNBg5mkTTZDY3XVY2XAxd5vSxNFEMb31jJ697TbuYqrzd+Gyc24b7VkN8ksvlaGlpad4kGzdBy7JYWVlpPrdRK20A8kHO84MG3f1cDy0tLSiKwm/8xm8caNv78V1o9ECAJj+5QZezLIuPfexjqKpKKpXi8ccfPzA/+VUBureKO9k77qSXjY6O3rYTetBSxa0YCY2M+W6J5FEUUSqVKJfLjIyM7Nkk20823siQ4zjm1KlTBxpJf7uQpG2VGaCoCrm2DJnBNqIwxPVeeN7omQEK62WCcP9Wi/uLO3xhDwDwURxj6g7pVIKyBd+/UkNCeCXU7YgoRrizKTLrmx7Tc8KgaGggie/HVOsBJUv4Ec8v2RRKIX1dMbpWJ1+QyBcl6jacGDGp2XD2VIb/8NM9ZNLi2rjxXDZUj93d3U2qVmPF0zj/OzPdxmujKKJer2NZFltbW8zNzTVH6OwsTxiGseeN+l5WeHcT+wH5arV6Sy/d++G70Ig//uM/5vHHH2/+/a53vYuzZ8+iqirvf//7+cQnPrHv0euNeFWD7q3sHT3PY2ZmhmKx2KSX3Skr3C/o7mQOHD58+CZGwkFVaY3Y2XwzTZPBwUH6+/vv2CS7MXzfZ3Z2tkmt26nHvx8hSduwdwO23Yh1fUOdDI52Uy65QHwfG2l32lDjlrC/LWUyGZ6/XiMGxo6m0DRBrQOafhYTMza5jMrFs1kkoGIFFIo+hiHRkhXDJPt6TLJpFSSYW7DZKvj09Wh0tsckTJ8fvxzQ311jbrZIJpMhm802M1LXdRkfHyeOY86fP3/TSmlnNtz4Cey6zhKJBMlkkt7eXuDWkt/GhN+ddeIH7b2wX47urQRP98N3AURD+Xvf+x6///u/33zs4sWLzd8fe+wxnnzyyX+doHs7T92dQBkEAfPz86ytrTE0NMSxY8f23QW+k9PYfhkJdwO6pVKJ8fHxZvNta2uLer2O7/tNoL3TcTR05cvLywwODjI6OvqidMCluzBTeLl6L/h+zHPXa7S3ahzuF45qcQQlyyeX0RifqmEYYvxNJq1Qt0NK5YBK1WfoUJLZBZvuTp2hgQS6KrG05rK67pIwZc6dyhAEMW/48Xbe9Fgniiw1M9JKpdJs5jaoUx0dHfT29u55zho39Z3AeCMQ7yxRgLheDcPANE06Ojqa29jJqd3Y2MC2bRzHYW5ujlwu15T8vpiZ735B926YC/vxXWjEV77yFX7hF35h1+vf97738alPfQqAycnJu5IhvypA91bR4Onu9M3t7++/yaR8P9EoC+wVhUKBiYmJ25rdNOIgNpH1ep2JiQnCMGyWAKIoIp1Os7Kywvr6OoZhNJVBmUwG0zR3fTHjOGZra4vp6emm89mLmbVI7G5WxTf83PMFDxR0D7bDS+ezwnYxjKlYPtm0SrEUsLrucajPoKfLxPMj1rc8VtccxoZTOK4wez9yOIGmS9RqEc/PC7P3MyeEYGLkSJL/9O97aWt5obbaKA2k02nK5TLlcpne3l56enqo1+tNlZfrus3z3shKb5yueysgbvy8VVasKAqtra20trY2t/G9732Prq4u6vU6i4uL1Go1AFKp1K6s+H55L+wHdEul0l2p0fbju9CIv/zLv+TrX//6rtdvbm7ygQ98gGQyyfj4+IF9F+BVArq3ytgkScJ1Xf75n/+Zzs7OA/Nhd8Ze5QXLspiYmECW5Tua3TRiP5mu7/tMT09TLBYZGxujra1tV5MslUo1lzmO42BZFpVKheXlZRzHaX4hNU1jfX29aU13rw28/YQoL+xxPl4mqHsQypiuy1huRL0eEsURIPH8RI3uToOxYQNZktgqCHlua05joD9BsRzQ02WgawL4rk5Y2E5MX49BS1alJavxrrf3cfHM3lla49zXarVdTd1MJtOkNsVxjOu6TQrZ6uoqtm3vKg1ks9mbKGSN329MOHaCcBzHzetz589cLrcLiKMo2jXdt2ENudN7oWENedDYT5dYu98AACAASURBVE33biXA+/FdaMRf//Vf3/S8L33pSwfe543xqgDdvWJra4upqSmCIODRRx+9Kz7szthZH24wEur1OmNjYwc6+bcD3Yb6bXl5uVn+gNs3yUzTxDTNXRZ3lUqFyclJ6vU6pmliWRZXr15tZkbZbPamjPh+hdzE0BtMy2/xfAmhcntQER8A4OM4Zm3DoafT5PkJm/ZWnZPH0iQMmXIlYHXDJQgiRo6kWN/0yGZkMikFXZeZnKlTqoiZcxfPZgmCiEcutvCzb+5GU29eZe2k7Q0ODt629CVJ0p7nvcFntSyL2dnZJoWsAYCNjPRGQJNleU8gdhyHiYkJMplME4x3NuwaJuh9fX3NY2g07IrFIgsLC7vEDY33cKdr79XsuwCvQtAtl8tMTEyg6zpnz57lBz/4wT0DLgjQrdVqTcnxyMgInZ2dBwauvUC3UQ+enp6mp6en2Xw7aJPsRnHDzve3MyNeWVnZlRHfTyCWpFtwYW9qrO1+4EEJrBRVAW9/NXUJcNyYpVWHkSNJchkV142ZmqtTLAWcHEtRsQI8X/jryhKUKj5ziw4A505l8AMx2fkdb+ujt2vv67BWqzE+Po5pmndF22uErutNLm8jGoIWy7JYWlqiWq0CojSwszyxE+QaaszFxUVGR0eb/Nj9NOxM0ySRSNDT09Pc1s468draGo7joKrqLgrbzqz8R6D7CghJkqjVak2RwLFjx5qdzYYB870U/qMoYmtri/X1dUZHR+/Jf+FG0N3pmfvwww83nfoPKm5YXV1lfn7+luKGvTKjFwOIG+yFJqTeKbF8wPLfgxyLH0T0dBpkMyqyDLOLDlt5j94unWPDKXw/pq1VIwpFQeUHz1sADPabtORUkgmFN76um9dc2puKGIYhc3Nz5PP5A6+Y9ht7jTlvlAYsy2J9fZ2pqalmacAwDAqFArlcjkuXLu0Cv7tt2Gma1pxc0diG7/tNldnOEULpdBrP88hkMrctM1Qqleak3ldavCpAt1qtcuXKlT2tFhu12LupLTWWfLOzs+RyOTo7OxkYGLin96ooCr7vU6/XmzSgnU2yg4At3Ju44cUAYgl2oe4dG2k82BHfB4mkGdPZWmV6QWEjH6NpcP5UmmotRNclgkBYXl6ZrOD5kMsIS8wgjDk5mubnf7YX09gbNBqc297eXh5++OEHyoOVZfkmW8aGcdTm5ia5XA7btnn66acxTXNXRnzjub/bhp0kSbcUdszOzlIul3nmmWduKez4Uab7Ekcmk+GRRx7ZEwjuFnR3jt95+OGH8TyP6enpe36vDSBfW1tjdHT0pibZfsG2IW4A7qu44V6AOJ/PY9tJkPY/Cull6HPTjM6OJP/bf3pYaP43y0xMlZmctViOYhxXZasI+WJEwpR56GSaKIxJJVXe9fY+Bg/t/RnciXP7UkSDktjd3c1rXvOaJgjGcbxno1bX9V1AfKM/7u0adrcrTzQy3UQiQXd3Ny0tLbuEHfl8nrm5OX7rt34L3/dxHAfbtnnooYc4dOjQHY8ziiK+8IUv8OEPf5h/+Id/4PTp03s+78tf/jLPPPMMiqIwPDzMr/7qrwIwNzfHRz/6UUZGRpibm+Mzn/nMXcn5XxWgC7deNh7U3rHBSFAUZRcjYeeS6W4iiiLm5+dZWFggnU432QcHVZI1PHLL5fIdVXT3K/YCYtd1qVQqwhJycZFKpYKiKKjqo+zMaw9QmLjr9/diupTtlDmPblMyG8vzrXyZ65Nl5pfqzC+VOD5s8Pp/Y5JJ2vi+umvVEccxi4uLrKysMDw8fFezve53+L7fVGSeOXOGZDK56/8lSSKRSJBIJHaN79nJnFhfX8e27abbX+MmvBeX907liYbEuVQq0dfX1+Sh3yjs+Pa3v8073/lOzp07x/e+9z2++93v8rGPfeyOx/vss8/yyCOP3HScO2NpaYlPf/rTPPPMM0iSxKVLl3jssccYHR3l8ccf54knnuDy5cs89dRTPPnkkwcavd6IVwXo3i4z3K+SzHEcJicnsW17z/raQcewN6KR2c7MzNDb28vp06dZX18/cJPsRnHD2NjYSzpXzDAMWlpaKBaLRFHExYsXSSQSXP87ZXctoeF5cBv6wsvV2vFW72nn8vzoEVFu2kvYEAQBqVQKTdMoFAp0dHRw6dKll8w8Zmc0LEAHBwd3eVDvJ240oIEXarSWZTE/P0+1Wt0lSW7824s50fi5sLDA2toaJ06cIJPJ3LZhVygU+Pmf//kD3bwaBja3i29+85s89NBDzc/jx37sx/ibv/kbhoaG+Na3vsWlS5cA4dvwnve8518v6N4u7uS/0JDF3omRcDc2kY0mWSaT4dKlS2ia1rSni+OYbDZLLpe77Z23YTXZULq92OKG/UQcxywvL7O4uMjhw4d3qdtEFedmPwVZFoMeX9jGg3mvDyp2Chsa0TAlKhaL5HI5LMviu9/9brNG2cgK7we7Zr/hOA7j4+MoisJDDz10V72OvWJns6wRN5rvNIzKG6KKRonCdV2uXbvWtFK9XZ3YcRw++9nPsri4uOfndjvfhbe+9a13PI6d3gwg/Bk2NjbY2traJUBpPH438aoB3ds5je1VXtjJiR0cHLwjI+EgmUCDWrZXk8w0TR555JH/v70vDY6qTKM+t/fO1glZWBIISwhJ2IaQQCLqN6DAuAyOomJZ6tSUjjVuyABTIMPmUoiCJXyIuJQ1DjhmhvkQRoaRcVB2Q4ggIpDOQjYwG0knvaT32/f70Xlvbnd6T2/p3FOVgnQ6ydud7nOf93nPOQ/bJyN6X7FYzFZPSUlJkMvlbPqZTCaLmv4fObgjbxBnaQ8FABTFkqo3cqWiuKsb6MqcNbckl5h8jQR19/T0oLm5GWaz2eHAihBxMHcyDMOwOyV/Z/sFCm5rhoC0EIjN+OrVqzCbzVAoFBAIBOjq6nJ5IRIIBLh06RJefvllLFmyBA0NDS4PjT3lLviCjIwM1NXVsZ+TicNpaWkwGAxsK1Cj0Ti0XPxBzJCuO4jFYpjN/fFW3O0+0cQGq3I0m82oq6uDRqNhB0sSUTn3kMyVntJsNrM90paWFqjVagD2FwHZxpGfEQkYDAbU1tbCZrN5PLij3BjMPJFv1Fa9ATzV3jS33DHnXIeZJ2fhYHXUOp0OVVVVrAwskjslYtYA7P3TzMxMZGdns2cEzlZn8n5SKpW4ePEiPvnkE8yYMSOoa+LmLixevBi7du1i32vl5eV46aWXIBaLMX/+fFRWVmLOnDkOuQ3+ImZI11OlS7ziRJFAXnzB2lrRNI3m5ma0tLRgwoQJyM/PZ2/39ZBMIpEgJSUFarUaZrMZ06ZNQ2Ji4gDVAKmIyEeot6ZES3rr1i32iu8Jnh6mSz6O3kLXr6UNRnPr6cCKXIiJ1VcikThszT1N1rXZbGhoaEBXVxfy8vLcpnKFEzabjU3449qcyYXI2VRx5coVlJWVsQe1y5cvx2effeaTWsEZ3d3d2L17N9RqNT766CM8/vjjKCkpcchdyMrKwurVq/HHP/4RQqEQzzzzDCZPngwA+OCDD/Daa6/h66+/RnNzc0C5CwBAedFIRmsNMgAk2MYZKpUKN27cgNVqhVAoRG5ursceqid89913KC0tddgqtra2oqGhAWPGjMG4ceMCcpI5mxuysrJckjR5IZI3okajgclkglwudyDiYFxMiEuuoaHB45qc8dk3FGpv2mAwWJE8Qg6GYaBIEsNioUHT/VWtWExBKhVCp7PAZLRgxAgpbtzwbcqHUOT4nAoEFAQCMoxUALm8v5bQaEzQ662IjxcjMVECmraht9e33vzETApPzvee98vV3I4dOzakmluyIyIXY71eD5FI5BB6FB8fz8rAwrEmX6FWq6FUKjFy5EhkZ2d7fF+YTCZs3boVZ86cwYcffsjKu0j7Idgz20IAtw8upipdZ5BIup6eHsyePXvQQ+y4AeQkWYxUzWKxOCBzg0qlQl1dnU/mBq7nnlREZGuq0WjQ3d2NpqYmmM1mxMXFORCxPy9SjUaDmpoaxMfH+33Y4uvul50lhvC0FwLpynj7lkhobiUSCdLS0lwqBzQaDTo6OtDd3Q2GYZCens7u9EIdx+gJNE2zMsdp06Z51ZRfuHABK1aswCOPPIKTJ086nBuEoxcdasQM6XJBtKwqlQpjx461V1tBmBoqFAqh0WjQ2NgIiqJYbWMgZEtsyxRFYdq0aQFX39ytKbdHSORLnZ2dqK+vZ+VLXCJ2PgQjPWmDwYApU6a4Teb3BIGgP1TGZrM5PBdDrb3gDtGmuRWLxUhJSYHFYkFrayumTJmCtLQ06HQ6aDSaARIu8vdPSEgIORH39PRAqVRizJgxDlIsVzAajXjzzTdRXl6OvXv3YurUqSFdW6QQU6TrrEjIzc0FTdNoaWkZ9M82m83o7e2FUqlEfn4+kpOTXR6SeUM4zA0URbFTVbmTAnp7e9lqqK6uzkG+YzQaoVKpMGnSJGRkZAR8YOf8bZHUEg8WrpZOpi6PGDEi4odSBEajEUqlEmKx2GFnQnJxCWiaZrW0N27cYMNvCBG709IGApqmUVtbi97eXsycOdPrpN7KykqsXLkSy5Ytw4kTJ4KWzRuNiJlHplKpcOXKlQGKhEBNDQQkuau1tRVyuRw5OTlITk7220nGNTeMHz8+7OYGYrHkRvGRNTU1NUEikUAoFLKaZW415M+bUOAqSpdhAFAAxfitbIgkLBYLDAa7nMtqtbrMuY0kuBW3LzIwoVA4IPzGnZbWmYj9IUHSesvKyvI6ncVgMGDLli2orKzEZ599xh5CxzJihnTj4+NdKhICJTYSb9fY2IgxY8agtLQUNTU1MJlMfieARZu5AejXEotEIhQXF7P9SGJxJdIlrdaenEVOzL1tSynKPwYlz140FsQ2moZSqYROp4PFYkFKSgoyMzMhFAojKt8D+mVgycnJg6q4PWlpNRoN2tvbWamgs6nB+ZzAYrGgtrYWJpPJpx53RUUFVq9ejccffxzffvttTFe3XMTMo5TL5X5lLHhCV1cXampq2Bc0OSRLSUlBQ0MD6urqHHpjSUlJLl/0JExcJpNh1qxZYXUeuQO3veFK2uQugYoQ8Y0bN6DValm9JbkvOahxVekSuPxSNLJtH0jMZmpqKsaNGweDwQCNRoO2tjZWvsV9DYQqGJ4LmqbR0NAAlUrF2mWDDW7wOYEnmzMJOW9ra8OECRMwatQor9XtG2+8gYsXL+Lzzz9nw/qHC2KGdL3Bl8pEp9OxFknSh+IekqWmpiItLc2hP9rW1saOMidELJPJ0NbWBrPZjNzc3JC8MfwF17rrb3aDq2qI9Ae5BzVCoRA6XR4Ypu902oMrjXub3+2Fvm5FqKHX92JS4ST2wpSQkOA29Ierow0VEZNt++jRo1FcXBzWStuVzZlhGFbpYjabIZFI0NjYiPb29gHuOoLy8nL86U9/wpNPPont27dHxa4v3IgZ0vUWekOkXq5gMplQV1cHnU7HVn+eDsnc9UfVajUrUROLxZBIJPj5558dqsFIbEm9WXcDgav+oNVqRcMZG2vtHcilYWJL7m8cRL84MTERycnudbpSqRTp6ekhJ2KLxcISmy+HUuECqXgnTpzIHr4625xv3LiBhoYG7NmzBxKJBJ2dnXj//fdxxx13DOlD1sEgZkjXE0j+gjPZEBdRe3s7Jk6ciIKCAvZ2fw7JyNaqqakJWVlZmDlzJgQCAaxWK7RaLdRqNerr6wcI2RUKRUi3pFzr7mBkab5CJBJBJqPgKvAGYPoP1Po+B/tZdJ6kBfJnCSYRcw0qEyZMwMiRI6OCqMxmM5RKJSiKGqDjdrY5E/kiTdOYMmUKbr/9drz99ts4f/48Vq9eHcFHETkMG9LlKhi4h2SZmZkoKSlhx/r44yQD+s0NycnJA8wNIpFogGyHm7FAeoNSqRQKhSJo1l6udTdc4SYE9nE9TkMp+6IbBQIKNudIYjbaMTxk4k/lG6wVeSJi7jRfLhFLJBI0NDRAKpUOam5aMMG9CBBpoSf09vbi1VdfxbVr1/C3v/0NOTk5YVppdCNmSNfTm5Yb70gOyVJSUjBnzhyIRCKHgPJQmxtcOYqIo0ytVrOpU4E4ypytu65mpYUaDgdpLodRRr5S8xkhXKonIr5x4wbUajXEYjEYhkFjY2NYD+tcgcQvisVirxcBhmFw5swZrFmzBs888wx27twZ9N5tW1sb1q9fjx9//BGVlZUA7AXQ2rVrMXHiRNTW1mLLli2sYWjbtm2sa3PRokU+xTyGCjFDuoDn0BuNRoP6+nq3h2S+kq3ZbEZ9fT00Gk3QzA2urL0GgwFqtZp1lNE0jfj4eLYidhaxD8a6G0z0j2Dngun7mgCBz94IP8JNbWazGY2NjUhJScHMmTMhFAq9VsSJiYkOOa/BBjcXJDc31+uuSafTYdOmTaipqcGBAwcwadKkkKzrzJkzeOCBB3Dp0iX2tnXr1uHuu+/Go48+isOHD2P16tXYt28fKioqcPz4cfznP/+BxWJBQUEB7rzzzojNWIsp0nUFk8mErq4uWCwWTJ8+HQqFIiAnmc1mY4Xo48eP9yr6Hgy4fTHiKONqJ4mInQztMxqNsNlsyMvLC4rdeTCw24Dt4F4AGYZy0PCGO3shEISroCTZBD09PcjLy3NQuwTSmggWERsMBlRVVUEul3s9gGUYBqdPn8batWvx7LPPYvfu3SHdZT388MM4ceKEw21HjhzBn//8ZwD2yQ6//e1vAQD//ve/UVpaCsC+683Pz8epU6ciVu3GFOlyK12r1YrGxkZ0dHQgOTkZcXFxUCgUAR2SEXPDyJEjI2Zu4GonMzMzYbPZ0NjYiJaWFja3t6qqitXZkorYU/RfKMAw/bVsP/m6z9kdSt2GUIAklI0ZMwZFRUU+/a1CTcREXnjz5k3k5uY6TINwBa1Wi40bN6K+vh6HDh3C+AiNRudOfUhKSkJ3dzesVis6OjocnG6DmfoQDMQU6QL9LxiiJCgpKUFHRwdUKhXMZjMEAoHP1S3ZssfFxUWNuQHol+pkZGSgtLTU4SJgtVrZg7rr16+7nEoRir4ged5vdQhBYaTf3x8Fh/IDEMolmc1m1NbWwmKxBCWhLFhErNfrUVVVhYSEBK9ON4ZhcPLkSbzyyit47rnnsGfPnohGSGZkZECr1SI5ORkajQYpKSkQiUTs7QSDmfoQDMQU6XZ1dUGpVGLEiBEOh2SJiYno6OjAhQsXQFGUg2TLVSVoNBpRV1cHs9kccNpWKECsu2Kx2O0bVSQSDZhVZTaboVar3YahKxSKQfWA1Wo1G3M5etRkVLf70y+gora9EArW5Y7y4epbQwF3RExMLc7B6BaLBWq1Gvn5+V7PKrRaLdavX4/m5mZ8+eWXyM7ODslj8Af33XcfysvLMXbsWIfJDvfffz9effVVAPai5Nq1a7jzzjsjts6YCTEHwIbSyGQyt/IvmqZZpYBGo0Fvby979U9ISIBarUZPTw8mTZqEtLS0qNBFerPu+gtuBi/5IIoJrnTNm4mCREEajUbk5uYiISEBJy4Dxy7YYDbRiE+UQCwWIk5ur34ohoG5T7knEABxcSKYTDRUXQZkZsahsVHv0/qFQgoURybhKcRcrTbBYLAiIUGMhAQJrFYb9HrfApDyxtJ45A4ErXojPVKZTIbJkydHhQwMsJtniDJBJBLBaDS6rYgZhsGJEyewbt06vPjii3j66acjUt2ePHkSe/fuxdGjR/Hcc89h1apVMBgMWLNmDbKzs3H9+nVs3brVQb3Q3d2N7u5u3HPPPeHo57oljpgiXYvFAqvVyo5u9rWNYDKZ0NDQgLa2NkgkEvYgi9sbjUQYh7N1d/To0SE9pSbeerVaDa1WC5qmWWuzQqFgE8fIkMObN28OqNZO/gR8XUnDYrYhPkECsUQIuUxgH+NjCw7pCoT9JGv/Wb6TrsVin2rhC7LTdchT/OQ2Z8JXkENYknUbijjPQGCz2dDU1MT2PLl5G1w9OZlRtnv3bkilUuj1erz33nuYN29eVBQlUYrYnxwB2CUjCQkJKCoqwuzZs31qCxBzQ0pKCubNm8dqI4lki/RPCQFxJVuhvMKHwrrrCa4yeIliQq1Ws4ljNE3DYrEgMTERBQUFSExMdByd4+k9yPnaoLIXwoSkxESUlJSwzkISYN/b2wuhUOjQJ3d3YKnValFVVRVV+btA/7pSU1Mdxp4TcPXkDMOgq6sLFEVh7ty5GDFiBN555x02R4GHf4ipSre6uhrnzp1DRUUFLl68yA54nD17NoqLizF16lR2S9fd3Y3GxkYIhUJMnjzZq5+dG3moVquh0+nY/nAwlQJc6+5g5rkFG+Tgx2g0IjMzk+0TOxOQsj0Nxy4KXFe6DANzXxAcRQHx8fZKt6vTgKys0Fa6iYlixMf7V+nOmEThwVLX2QvcETmkTcU9sIyPj0drayvbI42G/F3AcVilLyllarUa69atQ0dHBz744AOMHTs2ZGvbtm0bGhsbkZaWhtraWnzyyScwGAxuDQ9RjuHRXnCG0WjEpUuXcO7cOVRWVuLq1asQi8UQi8WQSqXYtm0b8vLyAq5YuUoBtVoNvV7Pjs0mROyr4iGS1l1PIEHnLS0tmDhxItLT0wdcWCwWC/s8/NAgx/cN6bBabIiLl0AitZMuRQECMDA5ka7ZTKPzlgFjx8ahoWHokK4rmM1maLVatLW1oaOjA0KhcMCIpEg5ygD7qX1VVRUyMjKQnZ3t8XXPMAz+97//YePGjVi5ciWeeuqpkO7s2traUFBQgM7OTggEAjzwwAN49NFHcfr0aSxYsIA1POzfvx/79u0L2TqCiOHRXnCGTCZDSUkJSkpKAAAHDhzA5s2bsWDBAshkMmzatImVlhUXF2P27NkoKipCSkqKT28MV0oBk8kEtVo9wNLr7oAqGqy77tDd3Y2amhqkpaV53BqLxWKkpqYiNTUV7SYADQN9ZxRlDwUHBv6M8LQX/Ce6QKixtbUVVqsVpaWlkMlkDmE3RDlCLsxcIg4luOYLXwZD9vT04JVXXoFKpcJXX32FzMzMkK4PsI9gl0gk0Gg0SE5Ohk6nw9SpU7F27VqXhoehjJgmXWeUlJTg/PnzDq0EYjKoqKjAiRMnsH37dmi1WuTn57MkPHPmTJ/fGFKpFBkZGQ6WXnJAxZ1NlpiYCIlEwo6UjqR11xkmk4nVkJLhm75C6OJ6YSdVCpRAgFj0ATvLwLjbX1eyLa5y5ObNmzCZTEGV8HHBHQzpzXzBMAz++9//YvPmzVi9ejWeeOKJsBUASUlJ2LZtG5YtW4bRo0cjKysLOTk5bg0PQ3nKREy3FwKFxWLBTz/9hIqKClRUVODy5csQiUQoLCxEYWEhioqKMHny5IAPRQwGA5RKJfR6PeLi4mAymRz6ogqFIqR+enfgnrIHOuX2+1oKB05aQVttkMeLIZWKIJNSEAoFoGCDyWy/H7e9cKvDgHHjQt1ekCA+XuxXe+EXORQeKPHcXtDr9VAqlez8vEBkYJ4kfFzZlj9ETNM0mxGdn5/v9cLZ3d2NtWvXQqPRYM+ePWxOdLhw6dIlPPXUU7h48SJEIhFWrVoFoVCIsrIyfPfddxg7dixUKhVycnKgUqnCurYAMTzbC4FCLBazBPvcc8+BYRhotVp8//33qKiowOuvv466ujpkZGSw1XBRUZHXvFMyrbi1tXWA1IoczKjVanR0dLD9YdKWCGb14woqlQq1tbVIT08f3MwtNylj7mzAdu0nEJV+YA9LIn/Ltra2QcvAKIqCXC6HXC5nq2SioNFoNOjq6kJDQwMsFotDj9jVnDKgf8JEZmam1wkhDMPgq6++wquvvoo1a9bg8ccfj0h76+eff8aIESPYCnb06NFobm52a3gYyuAr3QBBMnlJNXz+/Hl0dnZi8uTJrGStsLCQrTDq6+tx69YtjBw5EuPGjfOJ1LiRj6T64SaNuZvN5g+MRiNqamrAMAxyc3MHPZXgx3rgH8dtsFpoyOPEkMrsla5IJADF2GB0qnQtFhva23oxfnwC6ut7ffod4ap0Z02msGTuwEqX6FZTU1MxYcKEsJEUt1VFPkj6HFFMtLe3w2QyIT8/3+vfUqVSYc2aNTAYDNi9ezcrFYwEaJrG8uXLIZPJkJycjCtXrmDHjh2QSqVuDQ9RjuGpXgg3aJpGVVUVKioqUFlZiYsXL6K3txc0TWPGjBlYsWIFpk2bFnA/ijubjRgYGIZhhfsKhcJn4T63UsvJyXHI9x0MfmoEyr4hpCuCVCaGVEpBLBIATH97AQASEqKbdAtzKfx6Tj/pki27VqtFXl5eVMjAyMDIlpYWtLS0QCQSQSQSOQxOdY4BZRgGR44cweuvv45169bhscce400OwQffXggHhEIhpk2bhmnTpuHpp5/Grl27UFZWhieffBJ6vR47duyAUqmEQqFgtcNFRUXIzMz0iShdzWYjk3rVarXDgEhuW8JZpkSSrUhqWjArNZfmCE6MoyuE1xwR2C/r7OxEXV0dsrKy/BrqGWrQNI2mpiZYLBaUlJSwFniiKW9paWHDXk6fPg2j0YiLFy9CLpfj2LFjQ6VqjCnwpBtCPProo3jhhRccSI1hGHR2drJtib179+Lnn3/G+PHj2d5wYWEhFAqFT29sV5N6iW5WrVazI4FkMhni4uKgVqshkUiCkmzlCoR07WN7+uG+pxv0JQQNFOza2+rqathstpA9Z4Hi1q1bqKurGzA/jcR7cm29VqsVFy5cwNGjRyGVStHV1YUlS5bgn//8J8aNGxephzAswbcXogA2mw11dXVsb/jChQvQ6/WYOnUqS8TTpk0LOFqSpmlcv34d7e3tUCgUMJvNsFqtbC9QoVAM2IIGiuqbwF//awNtpSGViyCTiSGVUJBIBICtv6cL2NsLVqsNrS29mDAhXO0FGgaDb7q1qeOMyBRf9GkeWDhBLgQMwyAvL8/rAWtnZydWrVoFaG8PsgAAD6FJREFUiqLw3nvvsY9Fr9dDIpEEXX5VXV2NsrIyyOVynDx5Eps3b0ZOTs5QdZYFCr6nO9RgNptx6dIlloivXLkCmUyGWbNmsUQ8ceJEr60Bkh0xatQojBs3jr0/6Q+TQzqyBXXuD/u7ja79GfjL0T7SlYkgk3sn3ZafezFpUgKuX48u0h2f2oW7puuRnJwc0HMRCrS3t6O+vn6AHtgVGIbBoUOHsHXrVmzYsAGPPPJIyB8DTdNYsmQJDh8+DIFAgNbWVohEImzYsGGoOssCBd/THWqQSCSYM2cO5syZA8D+Burp6UFlZSUqKipw6NAh1NfXIzMzE4WFhayjjsRRdnR0oKWlBUKh0OW2mNsfJo4jmqZZ2VpDQwN6e3shEokc+sNSqdTjG9fVNYBM+2VcfFvkacw9khRJsFrts/W42Qrk+QinpddkMkGpVEIoFPo0HbijowOrVq2CWCzGt99+G5DmOhBUVlaCYRjs2rULer0eqamp+P3vf+92lM5wBE+6QwQURSElJQWLFi3CokWLAPSbGc6dO4ezZ89ix44dUKlUkMlk0Ol0ePfdd1FcXOxzW0IoFCI5Odkhr5dE/KnVatbGKpfLHciHSwCEdF32cIfYuB6pROIweoYbd8i19HIlfMGeLsJ1u+Xk5HglT4Zh8MUXX+Dtt9/G5s2b8dBDD4W1Qm9qakJ5eTnKysqgUCjwxBNPQCKRxKSzLFAMv0ccQxAIBMjOzkZ2djaWLVuG6upqLFu2DPPnz8eECRNw4MABbNiwARRF4Re/+AVr5JgyZYrP/VvnkfHEPaVWq9HV1cVOKiYSJQOdCkAOV2xKu81eiM4uljNXuXouSLZCT0+PQ9YGt1ceaFi50WhEVVUVpFKpT9Vte3s7Vq1aBblcjuPHjwdNBugPkpKSHAak3n777Thx4oTbUTrDEcPzUccoxo8fj6NHj2LUqFHsbQzDQKfT4cKFC6ioqMDWrVtRU1OD1NRUzJ49G7Nnz8acOXMwatQonyoirnuK/B5u7m5X+y0A9tNwZyoVioSwDGinRm+p621lFEVBJpNBJpO5zNpwzmJ2p5t1BncwpC+JczabDQcOHMD27dvx2muv4Te/+U3E+s9z585FV1cXaJqGUChkR7fLZLKYc5YFipg7SDt27Bi++OIL1mK7adOmSC8p6kC2rOfPn2djL4lJguiHZ82ahYSEBL/fvC1dDN47xICx2SASCyGPE0MipiCTCUFbzDBb+8kmIUEEG83gxg0tJk9ORF1ddB2kzS2g8KtC36Md3YFclLimFmDgoaVAIGBH+sTFxSEnJ8drNdjW1oaVK1ciMTERO3bsiIpI0IMHD7J95ObmZuzatcvjKJ0YxfBQL+j1esyYMQNXr16FVCrF0qVL8fzzz+Ouu+6K9NKiHjRNo6amBufOncP58+fxww8/wGw2Y/r06SwRFxQUeN3itqoY7DroTLqATCYCbDQMpv77JiSIYLMxaG7SIjc3+ki3pIDC4iCQriuQQ0vSI9bpdLBarbBarcjKysLo0aM9huLbbDbs378f7777Lt544w0sWbIkKtQVPFgMD/VCeXk5srOz2cOMefPm4ciRIzzp+gChUIj8/Hzk5+fjd7/7HQB7T/GHH37AuXPnsGvXLly9ehUJCQkOIT9cGZpGo0G18iaAPIefHaUtW68IJYdxDy17e3tRVVWF5ORkpKWlQafToa6ujtXRcnN3yWTrl19+GSNGjMDJkycd8px5RD9iinS5J6SAvanf0dERwRUNbchkMpSWlqK0tBQA2FlZlZWVOHfuHP7+97+jubnZQXK2ZfuHAAY60oYiQl03MgyDpqYmtLe3Oxw+cQ/AyFgkjUaD999/H/v374der8eiRYuwbNmyYXsYNZQRU38xckJKoNFoospJNNRBURTS0tJwzz334J577gEAnD17Fs8++ywKCwuRkpKCV9aswfT7P7V/gw8lLuXb3QaNaNt563Q6VFVVsYNH3ZlcJBIJ0tPTYbVaUVVVhfnz52PlypWora3FqVOnkJGRgaKiojCvnsdgEFOkW1paiqamJphMJkilUpw9exbPP/98pJcV0xg9ejS+/vprttrt0dmw+S/OYeR2xjMajQAlc/Wl6OxHhmBJZFJJZ2enT4MhbTYbPv/8c7z33nt48803ce+994KiKMyYMQNLly4N/gL7YDAYMHfuXCxatAjbt2+HSqUabjbekCGmSDcuLg579uzB8uXLkZ6ejhkzZgS9n3v9+nWsX78ehYWFuHnzJlJTU7Fx48Zh+6KcOHGiw+f95ghuf8H+H7FYDHNfqmKk+rz+/N5gXwfI2PO0tDQUFRV5tXC3tLRg+fLlGD16NE6dOuVgWgk11q9fj1mzZrGfr1u3DnfffTdr4129enWs23hDhpgiXQBYuHAhFi5cGLKfr1Kp8Nhjj+GBBx4AABQUFOC+++7Dxx9/zL8oAYg88IhIJGRJl4uoNUcE6efYbDbU19eju7sbBQUFXnN4bTYbPvvsM+zZswdvvfUWFi9eHNadwL59+zBv3jxcvnwZOp0OAHgbbxARHWNnhxCKi4tZwgXsb5D4+HgcOXKEPXAiqonhCHfZC+4QlW2FPgRjZWq1GpWVlRCJRCgqKvJKuDdv3sTDDz+MCxcu4NSpU/jVr34V1ufo2rVrqKqqwkMPPeRwuzsbLw//EXOVbjhx8OBBLF68GHl5eby3vA9CtkfLuTF6edUjtFoturvNAY1FInGaGo3Gp7HnNpsNe/fuxYcffoht27Zh4cKFEbkgHTx4EDKZDFu3bsWZM2dgNpuxY8cO3sYbRPDPWoA4fvw4jh8/jh07dgAA/6Lsg4DDTQxp6rqsdPtvJJUwRUWXplcoFKCtrQ21tbV+jUXq7u5GdXU1MjMzMXnyZK/keePGDbz00kuYOHEiTp8+7RA+Hm6QFgJgP/jU6XRYsWIFlEolb+MNEoYfKwQBR44cwenTp7Fz5060traiqakpJqeWBgJhBCbJ2nvChNiCx9oJCfHIz88H4NtYJJFIhOvXr0Ov12PmzJleB0PabDZ8+umn+Pjjj/HOO+/grrvuipp2y4EDB3Dq1CmYzWaUlZVhy5YtWLNmDWpqanD9+nVs37490kscsuBJ109cuHABy5YtQ1FREebPn4/e3l688MILIX9RDjUJT7RVrYOFt7FIzc3N0Gq1iIuLQ0ZGBnp7eyEUCt1OdWhubsaLL76I3NxcnD17NiqGXHKxdOnSAZK0jz/+OEKriS3wpOsnZs+ezZ7oOiOUL8ohKeEZ4qTrreYkoebt7e0Qi8W47bbbQFEU1Go1uru70djY6DAWiTjP/vGPf+Avf/kL3nnnHSxYsCBqqlse4QFPukMAQ03CQzjEmXOHGrW0trXAkKNw2ybo7OxEbW0txo8f7xCNKZPJ2F0HdyzSBx98gPLychiNRvz6179Gc3MzLBaL1xlnPGILPOlGOYiEZ8uWLbh8+TJ7+1BSSzCeztM4iLaWxLWrV7H7tc0QCASYNWsWG/STnJyMf/3rXygtLUVhYaHHaREkf/jzzz+HUqnEX//6VxQXF+PHH3/E999/H5V/Lx6hBf8Xj3IMRQmP+4rW9Rx2O9n6wbYe7hpM0r733nux7ZX72RD4c+fO4cUXX4RSqURRURFaW1tRVFSE4uJihxHoXDQ0NOCll17C9OnTcfbsWVY6dtttt+G2224L3mI54F2T0Y3oeJfycIshKeGhiOmBYT+3/xP5MtZfGzBFUUhMTMQvf/lLaLVa/PTTT/jyyy9hsVjYEPiPPvoIHR0dbAh8UVERZs6cibKyMuzbtw87d+7EHXfcEbbeLe+ajG7EVIh5LOPAgQPYvXs3zGYzXnjhBSxevDikSfzV1dUoKyuDXC7HyZMnsXnzZuTk5PhUKa3arQMogKYZJCRKIRQA8fEiUAwNvdF+H7vu1R6IXn9dgylTEtHQ0AubD5nhAgEFgbCfwCjKrqkFAJGIQlxcf9A6CTFPSpIgLk4Mk4mGyeRbiPk9cyX45cx+4THDMG6Jk6ZpVFdXo6KiAhUVFTh69CjmzJmDTz/9FHFxcT79vlAhLy8Phw4dwsKFC/Hdd99h7NixUKlUyMnJgUqliujaYhjDY3IEj+CApmksWbIEhw8fhkAgQGtrK0QiETZs2IAFCxawldL+/ftdVkqr3teBAmClbUhIlEEoYBAfLx56pFsiwS9n+OdEI/BE0OHEwYMHceLECezcuRNSqRTt7e1ITk6G1WqFWCyGxWKJmrZUjMHtH5/PXuAxAJWVlWAYBrt27cKbb76Jw4cPIy0tzed8CQqO8gVfDtC4/0YLBrOcaCBc4pp89913ATjmTUfbOcBwAv+M8xiApqYmlJeXo6ysDAqFAk888QQkEonvignX52UeYd9wBfCNIUQU8GbA4F2T0QuedHkMQFJSksP4mNtvvx0nTpzwWTHBUmcfa1FRoNAdygTqLyLlmuThG3jS5TEAc+fORVdXF2iahlAoRFNTE3JzcyGTyXyqlFi9LWkvkOJ1iBHfUCXqSLkmefgGnnR5DMCIESPw1ltvYcWKFUhPT8etW7ewceNGGAwG3yolCq4J1k3nwG+dbpggGKKkyyO6wZMuD5d48MEH8eCDDzrcJpfLfaqU+jnXUafr9ft4kuMxDMCrF3gEHQPIM/qKWJ/AXwR4hAJ8pcsjZPCHa0PVXej/uf4zaLSQ7rFjx/DFF18gIyMDFEVh06ZNkV4Sj0GAJ10eQQexAPdzlmdGjQZNa7RCr9fjD3/4A65evQqpVIqlS5fim2++CfqUax7hA99e4BF0uJvhMNS6DNFwKSgvL0d2djabZDach57GCnjS5RF02AtXF5TlJR0sPAWv79QfDQU415AC2DXUHR0dEVwRj8GCby/wCDrsZMX4bAOOipLSBXRaLYBkAMC2bdug0WjQ3d2NRYsWYcmSJWFZA9e6C9jtuxkZGWH53TxCA2+BNzx4xCQoinoYgAnAJoZhivpu+wDAtwzD7Kco6tcAHmUY5kmKoub23e9eiqLEAK4BKGYYpicM64wDcBnAVIZhTBRFHQDwPsMw34T6d/MIDfj2Ao9hCYZh/h8ArdPN9wEo7/v/2b7PAeB+cjvDMBYAVQDuDMMywTCMHsBzAP4vRVFvALjME+7QBt9e4MGjHxnoJ2INgBSKokR9t1dx7qfpuy0sYBjmfwD+F67fxyO04CtdHjz60QGAnFolAehmGMbqdDv5Gn+axSMg8KTLg0c/jgAo7fv/vL7PAeDf5Pa+yrcAwKmwr45HTIA/SOMxLEFR1P8B8BSAXwHYA+AdAHIAbwFoAjAJwFqGYdr77v8nACl9H18xDPNlJNbNY+iDJ10ePHjwCCP+P1qT+h+Z1YQTAAAAAElFTkSuQmCC\n" + ], + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "fig = plt.figure()\n", + "ax = fig.gca(projection='3d')\n", + "\n", + "# Make data.\n", + "X = np.arange(0, im.shape[0])\n", + "Y = np.arange(0, im.shape[1])\n", + "X, Y = np.meshgrid(X, Y)\n", + "Z = im\n", + "\n", + "# Plot the surface.\n", + "surf = ax.plot_surface(X, Y, Z, cmap=cm.coolwarm,\n", + " linewidth=10)\n", + "\n", + "# Customize the z axis.\n", + "ax.set_zlim(-1.01, 1.01)\n", + "\n", + "\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 80, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(
,\n )" + ] + }, + "execution_count": 80, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": [ + "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\n" + ], + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_reconstruction(im)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[array([0.21496948, 0.00604639, 0.00604639, 0.00427544])]" + ] + }, + "execution_count": 85, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": [ + "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\n" + ], + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "find_peak_positions(im)" + ] + } + ], + "metadata": { + "kernelspec": { + "argv": [ + "/usr/bin/python3", + "-m", + "ipykernel_launcher", + "-f", + "{connection_file}" + ], + "display_name": "Python 3", + "env": null, + "interrupt_mode": "signal", + "language": "python", + "metadata": null, + "name": "python3" + }, + "name": "Untitled2.ipynb" + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/GL/scripts/figs/kaustik/kaust_red-img0.png b/GL/scripts/figs/kaustik/kaust_red-img0.png new file mode 100644 index 0000000..7e002b4 Binary files /dev/null and b/GL/scripts/figs/kaustik/kaust_red-img0.png differ diff --git a/GL/scripts/figs/kaustik/kaust_red.pdf b/GL/scripts/figs/kaustik/kaust_red.pdf new file mode 100644 index 0000000..0510c81 Binary files /dev/null and b/GL/scripts/figs/kaustik/kaust_red.pdf differ diff --git a/GL/scripts/figs/kaustik/kaust_red.pgf b/GL/scripts/figs/kaustik/kaust_red.pgf new file mode 100644 index 0000000..5168b50 --- /dev/null +++ b/GL/scripts/figs/kaustik/kaust_red.pgf @@ -0,0 +1,372 @@ +%% Creator: Matplotlib, PGF backend +%% +%% To include the figure in your LaTeX document, write +%% \input{.pgf} +%% +%% Make sure the required packages are loaded in your preamble +%% \usepackage{pgf} +%% +%% Figures using additional raster images can only be included by \input if +%% they are in the same directory as the main LaTeX file. For loading figures +%% from other directories you can use the `import` package +%% \usepackage{import} +%% and then include the figures with +%% \import{}{.pgf} +%% +%% Matplotlib used the following preamble +%% \usepackage{fontspec} +%% +\begingroup% +\makeatletter% +\begin{pgfpicture}% +\pgfpathrectangle{\pgfpointorigin}{\pgfqpoint{5.000000in}{4.000000in}}% +\pgfusepath{use as bounding box, clip}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetmiterjoin% +\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.000000pt}% +\definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{5.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{5.000000in}{4.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{4.000000in}}% +\pgfpathclose% +\pgfusepath{fill}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetmiterjoin% +\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.000000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.000000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.777867in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{4.222133in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{4.222133in}{3.816489in}}% +\pgfpathlineto{\pgfqpoint{0.777867in}{3.816489in}}% +\pgfpathclose% +\pgfusepath{fill}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.777867in}{0.372222in}}{\pgfqpoint{3.444267in}{3.444267in}}% +\pgfusepath{clip}% +\pgfsys@transformshift{0.777867in}{0.372222in}% +\pgftext[left,bottom]{\pgfimage[interpolate=true,width=3.444444in,height=3.444444in]{kaust_red-img0.png}}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.795088in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.795088in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.483941in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=1.483941in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 20}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.172795in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=2.172795in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 40}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.861648in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=2.861648in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 60}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.550501in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=3.550501in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 80}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.777867in}{3.799268in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.611200in,y=3.751073in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.777867in}{3.110414in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.541756in,y=3.062220in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 20}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.777867in}{2.421561in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.541756in,y=2.373366in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 40}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.777867in}{1.732708in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.541756in,y=1.684513in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 60}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.777867in}{1.043854in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.541756in,y=0.995660in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 80}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.777867in}{0.372222in}}{\pgfqpoint{3.444267in}{3.444267in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{1.505625pt}% +\definecolor{currentstroke}{rgb}{1.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.777867in}{1.698265in}}% +\pgfpathlineto{\pgfqpoint{4.222133in}{1.698265in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetmiterjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.777867in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.777867in}{3.816489in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetmiterjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{4.222133in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{4.222133in}{3.816489in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetmiterjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.777867in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{4.222133in}{0.372222in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetmiterjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.777867in}{3.816489in}}% +\pgfpathlineto{\pgfqpoint{4.222133in}{3.816489in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\end{pgfpicture}% +\makeatother% +\endgroup% diff --git a/GL/scripts/figs/kaustik/peakfit.pdf b/GL/scripts/figs/kaustik/peakfit.pdf new file mode 100644 index 0000000..f64ead8 Binary files /dev/null and b/GL/scripts/figs/kaustik/peakfit.pdf differ diff --git a/GL/scripts/figs/kaustik/peakfit.pgf b/GL/scripts/figs/kaustik/peakfit.pgf new file mode 100644 index 0000000..4b96b9b --- /dev/null +++ b/GL/scripts/figs/kaustik/peakfit.pgf @@ -0,0 +1,9006 @@ +%% Creator: Matplotlib, PGF backend +%% +%% To include the figure in your LaTeX document, write +%% \input{.pgf} +%% +%% Make sure the required packages are loaded in your preamble +%% \usepackage{pgf} +%% +%% Figures using additional raster images can only be included by \input if +%% they are in the same directory as the main LaTeX file. For loading figures +%% from other directories you can use the `import` package +%% \usepackage{import} +%% and then include the figures with +%% \import{}{.pgf} +%% +%% Matplotlib used the following preamble +%% \usepackage{fontspec} +%% +\begingroup% +\makeatletter% +\begin{pgfpicture}% +\pgfpathrectangle{\pgfpointorigin}{\pgfqpoint{4.000000in}{4.000000in}}% +\pgfusepath{use as bounding box, clip}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetmiterjoin% +\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.000000pt}% +\definecolor{currentstroke}{rgb}{1.000000,1.000000,1.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{4.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{4.000000in}{4.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{4.000000in}}% +\pgfpathclose% +\pgfusepath{fill}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetmiterjoin% +\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.000000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.000000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.801389in}}% +\pgfpathlineto{\pgfqpoint{0.512847in}{3.801389in}}% +\pgfpathclose% +\pgfusepath{fill}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.662326in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.662326in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.662326in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.048611in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.662326in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.662326in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.115294in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.115294in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.115294in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.048611in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.115294in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=1.115294in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 15}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.568261in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.568261in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.568261in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.048611in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.568261in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=1.568261in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 30}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.021228in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.021228in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.021228in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.048611in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.021228in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=2.021228in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 45}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.474195in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.474195in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.474195in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.048611in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.474195in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=2.474195in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 60}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.927162in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.927162in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.927162in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.048611in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.927162in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=2.927162in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 75}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.380129in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.380129in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.048611in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.380129in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.048611in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.048611in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.380129in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=3.380129in,y=0.275000in,,top]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 90}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.526436in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.526436in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.526436in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.526436in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.571733in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.571733in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.571733in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.571733in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.617030in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.617030in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.617030in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.617030in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.707623in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.707623in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.707623in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.707623in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.752920in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.752920in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.752920in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.752920in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.798217in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.798217in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.798217in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.798217in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.843513in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.843513in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.843513in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.843513in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.888810in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.888810in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.888810in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.888810in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.934107in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.934107in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.934107in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.934107in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.979403in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.979403in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.979403in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.979403in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.024700in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.024700in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.024700in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.024700in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.069997in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.069997in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.069997in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.069997in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.160590in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.160590in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.160590in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.160590in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.205887in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.205887in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.205887in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.205887in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.251184in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.251184in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.251184in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.251184in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.296480in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.296480in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.296480in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.296480in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.341777in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.341777in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.341777in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.341777in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.387074in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.387074in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.387074in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.387074in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.432371in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.432371in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.432371in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.432371in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.477667in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.477667in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.477667in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.477667in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.522964in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.522964in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.522964in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.522964in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.613557in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.613557in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.613557in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.613557in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.658854in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.658854in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.658854in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.658854in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.704151in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.704151in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.704151in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.704151in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.749448in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.749448in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.749448in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.749448in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.794744in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.794744in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.794744in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.794744in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.840041in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.840041in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.840041in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.840041in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.885338in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.885338in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.885338in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.885338in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.930634in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.930634in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.930634in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.930634in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{1.975931in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{1.975931in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.975931in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{1.975931in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.066525in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.066525in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.066525in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.066525in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.111821in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.111821in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.111821in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.111821in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.157118in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.157118in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.157118in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.157118in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.202415in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.202415in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.202415in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.202415in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.247711in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.247711in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.247711in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.247711in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.293008in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.293008in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.293008in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.293008in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.338305in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.338305in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.338305in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.338305in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.383602in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.383602in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.383602in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.383602in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.428898in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.428898in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.428898in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.428898in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.519492in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.519492in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.519492in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.519492in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.564789in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.564789in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.564789in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.564789in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.610085in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.610085in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.610085in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.610085in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.655382in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.655382in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.655382in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.655382in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.700679in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.700679in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.700679in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.700679in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.745975in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.745975in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.745975in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.745975in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.791272in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.791272in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.791272in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.791272in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.836569in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.836569in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.836569in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.836569in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.881866in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.881866in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.881866in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.881866in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.972459in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{2.972459in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.972459in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{2.972459in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.017756in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.017756in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.017756in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.017756in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.063052in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.063052in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.063052in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.063052in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.108349in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.108349in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.108349in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.108349in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.153646in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.153646in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.153646in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.153646in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.198943in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.198943in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.198943in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.198943in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.244239in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.244239in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.244239in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.244239in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.289536in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.289536in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.289536in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.289536in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.334833in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.334833in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.334833in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.334833in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.425426in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.425426in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.425426in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.425426in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.470723in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.470723in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.470723in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.470723in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.516020in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.516020in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.516020in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.516020in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.561316in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.561316in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.561316in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.561316in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.606613in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.606613in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.606613in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.606613in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.651910in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.651910in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.651910in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.651910in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.697206in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.697206in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.697206in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.697206in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.742503in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.742503in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.742503in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.742503in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.787800in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.787800in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{-0.027778in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{-0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.787800in}{0.372222in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.000000in}{0.027778in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.000000in}{0.027778in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.787800in}{3.801389in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.528093in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.528093in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.528093in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.346181in,y=0.479899in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 0}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.906422in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.906422in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.906422in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.906422in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.276736in,y=0.858227in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 25}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.284750in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.284750in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.284750in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.284750in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.276736in,y=1.236555in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 50}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.663078in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.663078in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.663078in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.663078in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.276736in,y=1.614884in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 75}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.041406in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.041406in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.041406in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.041406in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.207292in,y=1.993212in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 100}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.419734in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.419734in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.419734in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.419734in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.207292in,y=2.371540in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 125}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.798063in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.798063in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.798063in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.798063in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.207292in,y=2.749868in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 150}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.176391in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.176391in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.176391in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.176391in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.207292in,y=3.128196in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 175}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.554719in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.554719in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.048611in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.554719in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.048611in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.048611in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.554719in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=0.207292in,y=3.506524in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont 200}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.376762in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.376762in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.376762in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.376762in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.414595in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.414595in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.414595in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.414595in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.452428in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.452428in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.452428in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.452428in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.490261in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.490261in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.490261in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.490261in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.565926in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.565926in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.565926in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.565926in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.603759in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.603759in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.603759in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.603759in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.641592in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.641592in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.641592in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.641592in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.679425in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.679425in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.679425in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.679425in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.717258in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.717258in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.717258in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.717258in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.755090in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.755090in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.755090in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.755090in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.792923in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.792923in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.792923in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.792923in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.830756in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.830756in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.830756in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.830756in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.868589in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.868589in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.868589in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.868589in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.944254in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.944254in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.944254in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.944254in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.982087in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.982087in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{0.982087in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{0.982087in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.019920in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.019920in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.019920in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.019920in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.057753in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.057753in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.057753in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.057753in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.095586in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.095586in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.095586in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.095586in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.133419in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.133419in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.133419in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.133419in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.171251in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.171251in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.171251in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.171251in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.209084in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.209084in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.209084in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.209084in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.246917in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.246917in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.246917in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.246917in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.322583in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.322583in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.322583in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.322583in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.360415in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.360415in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.360415in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.360415in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.398248in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.398248in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.398248in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.398248in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.436081in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.436081in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.436081in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.436081in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.473914in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.473914in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.473914in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.473914in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.511747in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.511747in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.511747in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.511747in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.549580in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.549580in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.549580in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.549580in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.587412in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.587412in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.587412in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.587412in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.625245in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.625245in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.625245in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.625245in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.700911in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.700911in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.700911in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.700911in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.738744in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.738744in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.738744in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.738744in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.776576in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.776576in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.776576in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.776576in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.814409in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.814409in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.814409in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.814409in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.852242in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.852242in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.852242in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.852242in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.890075in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.890075in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.890075in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.890075in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.927908in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.927908in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.927908in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.927908in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{1.965741in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{1.965741in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{1.965741in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{1.965741in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.003573in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.003573in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.003573in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.003573in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.079239in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.079239in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.079239in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.079239in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.117072in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.117072in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.117072in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.117072in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.154905in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.154905in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.154905in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.154905in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.192737in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.192737in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.192737in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.192737in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.230570in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.230570in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.230570in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.230570in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.268403in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.268403in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.268403in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.268403in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.306236in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.306236in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.306236in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.306236in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.344069in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.344069in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.344069in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.344069in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.381902in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.381902in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.381902in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.381902in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.457567in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.457567in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.457567in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.457567in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.495400in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.495400in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.495400in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.495400in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.533233in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.533233in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.533233in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.533233in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.571066in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.571066in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.571066in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.571066in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.608898in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.608898in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.608898in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.608898in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.646731in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.646731in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.646731in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.646731in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.684564in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.684564in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.684564in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.684564in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.722397in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.722397in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.722397in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.722397in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.760230in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.760230in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.760230in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.760230in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.835895in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.835895in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.835895in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.835895in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.873728in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.873728in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.873728in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.873728in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.911561in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.911561in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.911561in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.911561in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.949394in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.949394in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.949394in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.949394in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{2.987227in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{2.987227in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{2.987227in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{2.987227in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.025059in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.025059in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.025059in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.025059in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.062892in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.062892in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.062892in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.062892in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.100725in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.100725in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.100725in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.100725in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.138558in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.138558in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.138558in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.138558in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.214224in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.214224in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.214224in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.214224in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.252056in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.252056in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.252056in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.252056in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.289889in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.289889in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.289889in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.289889in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.327722in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.327722in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.327722in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.327722in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.365555in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.365555in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.365555in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.365555in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.403388in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.403388in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.403388in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.403388in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.441220in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.441220in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.441220in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.441220in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.479053in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.479053in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.479053in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.479053in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.516886in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.516886in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.516886in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.516886in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.592552in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.592552in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.592552in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.592552in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.630385in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.630385in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.630385in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.630385in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.668217in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.668217in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.668217in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.668217in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.706050in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.706050in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.706050in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.706050in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.743883in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.743883in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.743883in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.743883in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.690196,0.690196,0.690196}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.300000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.781716in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.781716in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{-0.027778in}{0.000000in}}{\pgfqpoint{0.000000in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{-0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{0.512847in}{3.781716in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\definecolor{currentfill}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetlinewidth{0.602250pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfsys@defobject{currentmarker}{\pgfqpoint{0.000000in}{0.000000in}}{\pgfqpoint{0.027778in}{0.000000in}}{% +\pgfpathmoveto{\pgfqpoint{0.000000in}{0.000000in}}% +\pgfpathlineto{\pgfqpoint{0.027778in}{0.000000in}}% +\pgfusepath{stroke,fill}% +}% +\begin{pgfscope}% +\pgfsys@transformshift{3.801389in}{3.781716in}% +\pgfsys@useobject{currentmarker}{}% +\end{pgfscope}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{1.505625pt}% +\definecolor{currentstroke}{rgb}{0.121569,0.466667,0.705882}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.662326in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.692524in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.722722in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.752920in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.783118in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.813315in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.843513in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.873711in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.903909in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.934107in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.964305in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.994502in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{1.024700in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{1.054898in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{1.085096in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{1.115294in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{1.145491in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{1.175689in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{1.205887in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{1.236085in}{0.543227in}}% +\pgfpathlineto{\pgfqpoint{1.266283in}{0.543227in}}% +\pgfpathlineto{\pgfqpoint{1.296480in}{0.573493in}}% +\pgfpathlineto{\pgfqpoint{1.326678in}{0.588626in}}% +\pgfpathlineto{\pgfqpoint{1.356876in}{0.634025in}}% +\pgfpathlineto{\pgfqpoint{1.387074in}{0.664292in}}% +\pgfpathlineto{\pgfqpoint{1.417272in}{0.724824in}}% +\pgfpathlineto{\pgfqpoint{1.447469in}{0.815623in}}% +\pgfpathlineto{\pgfqpoint{1.477667in}{0.951821in}}% +\pgfpathlineto{\pgfqpoint{1.507865in}{1.103152in}}% +\pgfpathlineto{\pgfqpoint{1.538063in}{1.254484in}}% +\pgfpathlineto{\pgfqpoint{1.568261in}{1.526880in}}% +\pgfpathlineto{\pgfqpoint{1.598459in}{1.814409in}}% +\pgfpathlineto{\pgfqpoint{1.628656in}{2.132205in}}% +\pgfpathlineto{\pgfqpoint{1.658854in}{2.450001in}}% +\pgfpathlineto{\pgfqpoint{1.689052in}{2.798063in}}% +\pgfpathlineto{\pgfqpoint{1.719250in}{3.115858in}}% +\pgfpathlineto{\pgfqpoint{1.749448in}{3.373121in}}% +\pgfpathlineto{\pgfqpoint{1.779645in}{3.569852in}}% +\pgfpathlineto{\pgfqpoint{1.809843in}{3.645518in}}% +\pgfpathlineto{\pgfqpoint{1.840041in}{3.645518in}}% +\pgfpathlineto{\pgfqpoint{1.870239in}{3.494186in}}% +\pgfpathlineto{\pgfqpoint{1.900437in}{3.357988in}}% +\pgfpathlineto{\pgfqpoint{1.930634in}{3.130991in}}% +\pgfpathlineto{\pgfqpoint{1.960832in}{2.873728in}}% +\pgfpathlineto{\pgfqpoint{1.991030in}{2.540799in}}% +\pgfpathlineto{\pgfqpoint{2.021228in}{2.313802in}}% +\pgfpathlineto{\pgfqpoint{2.051426in}{1.980874in}}% +\pgfpathlineto{\pgfqpoint{2.081624in}{1.693344in}}% +\pgfpathlineto{\pgfqpoint{2.111821in}{1.451214in}}% +\pgfpathlineto{\pgfqpoint{2.142019in}{1.254484in}}% +\pgfpathlineto{\pgfqpoint{2.172217in}{1.088019in}}% +\pgfpathlineto{\pgfqpoint{2.202415in}{0.966954in}}% +\pgfpathlineto{\pgfqpoint{2.232613in}{0.876155in}}% +\pgfpathlineto{\pgfqpoint{2.262810in}{0.815623in}}% +\pgfpathlineto{\pgfqpoint{2.293008in}{0.755090in}}% +\pgfpathlineto{\pgfqpoint{2.323206in}{0.679425in}}% +\pgfpathlineto{\pgfqpoint{2.353404in}{0.649158in}}% +\pgfpathlineto{\pgfqpoint{2.383602in}{0.603759in}}% +\pgfpathlineto{\pgfqpoint{2.413799in}{0.573493in}}% +\pgfpathlineto{\pgfqpoint{2.443997in}{0.588626in}}% +\pgfpathlineto{\pgfqpoint{2.474195in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.504393in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.534591in}{0.543227in}}% +\pgfpathlineto{\pgfqpoint{2.564789in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.594986in}{0.543227in}}% +\pgfpathlineto{\pgfqpoint{2.625184in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.655382in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.685580in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.715778in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.745975in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.776173in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.806371in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.836569in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.866767in}{0.543227in}}% +\pgfpathlineto{\pgfqpoint{2.896964in}{0.543227in}}% +\pgfpathlineto{\pgfqpoint{2.927162in}{0.558360in}}% +\pgfpathlineto{\pgfqpoint{2.957360in}{0.543227in}}% +\pgfpathlineto{\pgfqpoint{2.987558in}{0.543227in}}% +\pgfpathlineto{\pgfqpoint{3.017756in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.047953in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.078151in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.108349in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.138547in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.168745in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.198943in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.229140in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.259338in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.289536in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.319734in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.349932in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.380129in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.410327in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.440525in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.470723in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.500921in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.531118in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.561316in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.591514in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.621712in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.651910in}{0.528093in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfpathrectangle{\pgfqpoint{0.512847in}{0.372222in}}{\pgfqpoint{3.288542in}{3.429167in}}% +\pgfusepath{clip}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\pgfsetlinewidth{1.505625pt}% +\definecolor{currentstroke}{rgb}{1.000000,0.498039,0.054902}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{{9.600000pt}{2.400000pt}{1.500000pt}{2.400000pt}}{0.000000pt}% +\pgfpathmoveto{\pgfqpoint{0.662326in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.692524in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.722722in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.752920in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{0.783118in}{0.528094in}}% +\pgfpathlineto{\pgfqpoint{0.813315in}{0.528094in}}% +\pgfpathlineto{\pgfqpoint{0.843513in}{0.528094in}}% +\pgfpathlineto{\pgfqpoint{0.873711in}{0.528095in}}% +\pgfpathlineto{\pgfqpoint{0.903909in}{0.528098in}}% +\pgfpathlineto{\pgfqpoint{0.934107in}{0.528105in}}% +\pgfpathlineto{\pgfqpoint{0.964305in}{0.528119in}}% +\pgfpathlineto{\pgfqpoint{0.994502in}{0.528150in}}% +\pgfpathlineto{\pgfqpoint{1.024700in}{0.528216in}}% +\pgfpathlineto{\pgfqpoint{1.054898in}{0.528352in}}% +\pgfpathlineto{\pgfqpoint{1.085096in}{0.528622in}}% +\pgfpathlineto{\pgfqpoint{1.115294in}{0.529144in}}% +\pgfpathlineto{\pgfqpoint{1.145491in}{0.530124in}}% +\pgfpathlineto{\pgfqpoint{1.175689in}{0.531907in}}% +\pgfpathlineto{\pgfqpoint{1.205887in}{0.535057in}}% +\pgfpathlineto{\pgfqpoint{1.236085in}{0.540452in}}% +\pgfpathlineto{\pgfqpoint{1.266283in}{0.549414in}}% +\pgfpathlineto{\pgfqpoint{1.296480in}{0.563847in}}% +\pgfpathlineto{\pgfqpoint{1.326678in}{0.586375in}}% +\pgfpathlineto{\pgfqpoint{1.356876in}{0.620444in}}% +\pgfpathlineto{\pgfqpoint{1.387074in}{0.670338in}}% +\pgfpathlineto{\pgfqpoint{1.417272in}{0.741065in}}% +\pgfpathlineto{\pgfqpoint{1.447469in}{0.838047in}}% +\pgfpathlineto{\pgfqpoint{1.477667in}{0.966586in}}% +\pgfpathlineto{\pgfqpoint{1.507865in}{1.131093in}}% +\pgfpathlineto{\pgfqpoint{1.538063in}{1.334144in}}% +\pgfpathlineto{\pgfqpoint{1.568261in}{1.575457in}}% +\pgfpathlineto{\pgfqpoint{1.598459in}{1.850980in}}% +\pgfpathlineto{\pgfqpoint{1.628656in}{2.152286in}}% +\pgfpathlineto{\pgfqpoint{1.658854in}{2.466489in}}% +\pgfpathlineto{\pgfqpoint{1.689052in}{2.776823in}}% +\pgfpathlineto{\pgfqpoint{1.719250in}{3.063933in}}% +\pgfpathlineto{\pgfqpoint{1.749448in}{3.307783in}}% +\pgfpathlineto{\pgfqpoint{1.779645in}{3.489927in}}% +\pgfpathlineto{\pgfqpoint{1.809843in}{3.595808in}}% +\pgfpathlineto{\pgfqpoint{1.840041in}{3.616675in}}% +\pgfpathlineto{\pgfqpoint{1.870239in}{3.550780in}}% +\pgfpathlineto{\pgfqpoint{1.900437in}{3.403617in}}% +\pgfpathlineto{\pgfqpoint{1.930634in}{3.187170in}}% +\pgfpathlineto{\pgfqpoint{1.960832in}{2.918295in}}% +\pgfpathlineto{\pgfqpoint{1.991030in}{2.616563in}}% +\pgfpathlineto{\pgfqpoint{2.021228in}{2.301922in}}% +\pgfpathlineto{\pgfqpoint{2.051426in}{1.992578in}}% +\pgfpathlineto{\pgfqpoint{2.081624in}{1.703392in}}% +\pgfpathlineto{\pgfqpoint{2.111821in}{1.444950in}}% +\pgfpathlineto{\pgfqpoint{2.142019in}{1.223349in}}% +\pgfpathlineto{\pgfqpoint{2.172217in}{1.040574in}}% +\pgfpathlineto{\pgfqpoint{2.202415in}{0.895291in}}% +\pgfpathlineto{\pgfqpoint{2.232613in}{0.783842in}}% +\pgfpathlineto{\pgfqpoint{2.262810in}{0.701241in}}% +\pgfpathlineto{\pgfqpoint{2.293008in}{0.642042in}}% +\pgfpathlineto{\pgfqpoint{2.323206in}{0.600987in}}% +\pgfpathlineto{\pgfqpoint{2.353404in}{0.573421in}}% +\pgfpathlineto{\pgfqpoint{2.383602in}{0.555492in}}% +\pgfpathlineto{\pgfqpoint{2.413799in}{0.544192in}}% +\pgfpathlineto{\pgfqpoint{2.443997in}{0.537288in}}% +\pgfpathlineto{\pgfqpoint{2.474195in}{0.533198in}}% +\pgfpathlineto{\pgfqpoint{2.504393in}{0.530848in}}% +\pgfpathlineto{\pgfqpoint{2.534591in}{0.529538in}}% +\pgfpathlineto{\pgfqpoint{2.564789in}{0.528830in}}% +\pgfpathlineto{\pgfqpoint{2.594986in}{0.528459in}}% +\pgfpathlineto{\pgfqpoint{2.625184in}{0.528269in}}% +\pgfpathlineto{\pgfqpoint{2.655382in}{0.528176in}}% +\pgfpathlineto{\pgfqpoint{2.685580in}{0.528131in}}% +\pgfpathlineto{\pgfqpoint{2.715778in}{0.528110in}}% +\pgfpathlineto{\pgfqpoint{2.745975in}{0.528101in}}% +\pgfpathlineto{\pgfqpoint{2.776173in}{0.528096in}}% +\pgfpathlineto{\pgfqpoint{2.806371in}{0.528095in}}% +\pgfpathlineto{\pgfqpoint{2.836569in}{0.528094in}}% +\pgfpathlineto{\pgfqpoint{2.866767in}{0.528094in}}% +\pgfpathlineto{\pgfqpoint{2.896964in}{0.528094in}}% +\pgfpathlineto{\pgfqpoint{2.927162in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{2.957360in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{2.987558in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.017756in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.047953in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.078151in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.108349in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.138547in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.168745in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.198943in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.229140in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.259338in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.289536in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.319734in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.349932in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.380129in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.410327in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.440525in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.470723in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.500921in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.531118in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.561316in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.591514in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.621712in}{0.528093in}}% +\pgfpathlineto{\pgfqpoint{3.651910in}{0.528093in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetmiterjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{0.512847in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetmiterjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{3.801389in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetmiterjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{0.372222in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{0.372222in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetmiterjoin% +\pgfsetlinewidth{0.803000pt}% +\definecolor{currentstroke}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{0.512847in}{3.801389in}}% +\pgfpathlineto{\pgfqpoint{3.801389in}{3.801389in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetmiterjoin% +\definecolor{currentfill}{rgb}{1.000000,1.000000,1.000000}% +\pgfsetfillcolor{currentfill}% +\pgfsetfillopacity{0.800000}% +\pgfsetlinewidth{1.003750pt}% +\definecolor{currentstroke}{rgb}{0.800000,0.800000,0.800000}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetstrokeopacity{0.800000}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.893333in}{3.301389in}}% +\pgfpathlineto{\pgfqpoint{3.704167in}{3.301389in}}% +\pgfpathquadraticcurveto{\pgfqpoint{3.731944in}{3.301389in}}{\pgfqpoint{3.731944in}{3.329167in}}% +\pgfpathlineto{\pgfqpoint{3.731944in}{3.704167in}}% +\pgfpathquadraticcurveto{\pgfqpoint{3.731944in}{3.731944in}}{\pgfqpoint{3.704167in}{3.731944in}}% +\pgfpathlineto{\pgfqpoint{2.893333in}{3.731944in}}% +\pgfpathquadraticcurveto{\pgfqpoint{2.865556in}{3.731944in}}{\pgfqpoint{2.865556in}{3.704167in}}% +\pgfpathlineto{\pgfqpoint{2.865556in}{3.329167in}}% +\pgfpathquadraticcurveto{\pgfqpoint{2.865556in}{3.301389in}}{\pgfqpoint{2.893333in}{3.301389in}}% +\pgfpathclose% +\pgfusepath{stroke,fill}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetrectcap% +\pgfsetroundjoin% +\pgfsetlinewidth{1.505625pt}% +\definecolor{currentstroke}{rgb}{0.121569,0.466667,0.705882}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{}{0pt}% +\pgfpathmoveto{\pgfqpoint{2.921111in}{3.627778in}}% +\pgfpathlineto{\pgfqpoint{3.198889in}{3.627778in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=3.310000in,y=3.579167in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont Image}% +\end{pgfscope}% +\begin{pgfscope}% +\pgfsetbuttcap% +\pgfsetroundjoin% +\pgfsetlinewidth{1.505625pt}% +\definecolor{currentstroke}{rgb}{1.000000,0.498039,0.054902}% +\pgfsetstrokecolor{currentstroke}% +\pgfsetdash{{9.600000pt}{2.400000pt}{1.500000pt}{2.400000pt}}{0.000000pt}% +\pgfpathmoveto{\pgfqpoint{2.921111in}{3.432500in}}% +\pgfpathlineto{\pgfqpoint{3.198889in}{3.432500in}}% +\pgfusepath{stroke}% +\end{pgfscope}% +\begin{pgfscope}% +\definecolor{textcolor}{rgb}{0.000000,0.000000,0.000000}% +\pgfsetstrokecolor{textcolor}% +\pgfsetfillcolor{textcolor}% +\pgftext[x=3.310000in,y=3.383889in,left,base]{\color{textcolor}\rmfamily\fontsize{10.000000}{12.000000}\selectfont Fit}% +\end{pgfscope}% +\end{pgfpicture}% +\makeatother% +\endgroup% diff --git a/PET/auswertung/Untitled.ipynb b/PET/auswertung/Untitled.ipynb index b906845..5ab858b 100644 --- a/PET/auswertung/Untitled.ipynb +++ b/PET/auswertung/Untitled.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 44, "metadata": { "autoscroll": false, "collapsed": false, @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 45, "metadata": { "autoscroll": false, "collapsed": false, @@ -62,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 46, "metadata": { "autoscroll": false, "collapsed": false, @@ -79,7 +79,7 @@ "7000" ] }, - "execution_count": 4, + "execution_count": 46, "metadata": {}, "output_type": "execute_result" } @@ -94,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 47, "metadata": { "autoscroll": false, "collapsed": false, @@ -111,7 +111,7 @@ "array([False, False, False, ..., False, False, False])" ] }, - "execution_count": 5, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } @@ -134,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 48, "metadata": { "autoscroll": false, "collapsed": false, @@ -151,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 49, "metadata": { "autoscroll": false, "collapsed": false, @@ -168,7 +168,7 @@ "(array([ 970, 1140]),\n (array([46.81285, 55.02385]), array([0.02728758, 0.02979973])))" ] }, - "execution_count": 7, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } @@ -179,7 +179,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 50, "metadata": { "autoscroll": false, "collapsed": false, @@ -199,7 +199,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 51, "metadata": { "autoscroll": false, "collapsed": false, @@ -216,7 +216,7 @@ "(array([2800, 3600]), array([582.2, 725.4]))" ] }, - "execution_count": 9, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } @@ -227,7 +227,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 52, "metadata": { "autoscroll": false, "collapsed": false, @@ -244,7 +244,7 @@ "(array([1600, 2300]), array([452., 606.]))" ] }, - "execution_count": 10, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" } @@ -255,7 +255,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 53, "metadata": { "autoscroll": false, "collapsed": false, @@ -269,7 +269,7 @@ { "data": { "image/png": [ - "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\n" + "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\n" ], "text/plain": [ "
" @@ -310,7 +310,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 54, "metadata": { "autoscroll": false, "collapsed": false, @@ -320,7 +320,20 @@ "slide_type": "-" } }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": [ + "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\n" + ], + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "%matplotlib qt5\n", "fig, ax = set_up_plot()\n", @@ -340,28 +353,7 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": { - "autoscroll": false, - "collapsed": false, - "ein.hycell": false, - "ein.tags": "worksheet-0", - "slideshow": { - "slide_type": "-" - } - }, - "outputs": [], - "source": [ - "fig, ax = plot_spectrum(mitte[0], label='Ereignisszahl')\n", - "ax.axvline(range_t[0], color='red')\n", - "ax.axvline(range_t[1], color='red', label='Schranken Zeit')\n", - "ax.legend()\n", - "save_fig(fig, 'time_range', 'calibration')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, + "execution_count": 55, "metadata": { "autoscroll": false, "collapsed": false, @@ -375,7 +367,41 @@ { "data": { "image/png": [ - "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\n" + "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\n" + ], + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plot_spectrum(mitte[0], label='Ereignisszahl')\n", + "ax.axvline(range_t[0], color='red')\n", + "ax.axvline(range_t[1], color='red', label='Schranken Zeit')\n", + "ax.legend()\n", + "save_fig(fig, 'time_range', 'calibration')" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "image/png": [ + "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\n" ], "text/plain": [ "
" @@ -401,7 +427,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 57, "metadata": { "autoscroll": false, "collapsed": false, @@ -415,7 +441,7 @@ { "data": { "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAAWAAAAEYCAYAAABiECzgAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOy9eZAc2X3f+Xl51tFV1Xej0UDjxgCYg8PBDM8xNdyRTEkUJZKyVtZlrUyJGwrbK1ny0usNhy2GIxwUl2uvpJUtMbxe7q5kxXJFiRKlkXiaNzkHhjMYDDAYAA30hb6qu6qyqrLyfvtHVlVXVVcfABoXp74RHf0y3++9fJVZ+erlJ3/v94SUkp566qmnnu68lLvdgJ566qmnN6p6HXBPPfXU011SrwPuqaeeerpL6nXAPfXUU093Sb0OuKeeeurpLqnXAffUU0893SXdlg5YCLFHCPGfhBDPb5KfEEL870KIfyGE+M9CiOMtedeEEF+t//3xDo/34d1q+63oXmjHvdAGuDfacS+0Ae6NdtwLbYB7ox33QhuaklLu+h/w94D3AS9skv8/AR+ppx8GvtGS91s3cbwXOrbft136ZvO2sXthl+u7GbtdPRe3YNf1XNyBa/B9dy7u1nezdy5u/bjb/d2WEbCU8k+B8hYm7wW+U7d9BXiTECJbz3uXEOIjQoh/I4R4x0024X07SN9s3lZ2W+2/1TbdSNvvxnFvpg23u007bce9fi7u1nfzdrTpbh33bt2nW0rUe+1dlxDiKeATUsrHu+RdBH5aSvlSfXsOeEpKeVkI8RYp5XNCiBTwIvBjUsrLXer4MPBhANM0Tx8+fLiZ57oupmlumb7ZvK3sbNsmlUrtWn03Y9fahm3r01WoX3/X9zF1fcv0ZnkJe4FIRnjpiaad7XikEsZN1RcQIYVC4AVohgbQNb3irwAwIAe62nmOh1FvA0DgByTN5G2/Bp12rdek5rho9c8b+B6a3tq+9e3N0kvVCCkj9vRpW9p1bnuOg5FINPfrhommiLt6Lu7kce/0fXrhwoUKcJF1fVJK+Uk6pHXuuENaBjIt29n6PqSUz9X/20KIl4B3Ahs64PqH+STAqVOn5Pnz55t5+Xye4eHhLdM3m7eV3ZkzZzh9+vSu1Xczdq1t2La+wvcgXd8uOwxnElumN8373K/hhxH6+3+vaXdmKs/pw1vXvVneN+e+wcCRp6mVaiRzcYfZLf3Rb38UgI88+JGudksXlxh7YKx5rOWVZd594t23/Rp02rVeky997zJjIyNxW8tFkpn+pl3r9mbpf/FnZ4nCgN/+qce2tOvcXr56gdFDJ5v7bSXJUw+M3tVzcSePe6fvUyHExW6Dz07dMS8IIcRgC2b4a+Dt9f0PAy9LKS0hxNNCiB9uKXYUuHKn2thTTz31dCd1W0bAQogfAH4BGBdC/EvgfyV+8bYGfAz4HeAT9byjwIfqRZeB3xJCPAbsBT4jpfzmFsd5H/C+iYkJ8vl8c3+pVNo2fbN5W9m5rttsx27UdzN2rW3Ytr5qCJETb9veet4m6c3ycmFEEEpKZWe9HX5Ivrx13Zvl+a5JrVTDrbrr9XVJR2G0aR7EOKJWqq1v20HX63O7r1XrNQmdKrVyHbnYlXa7lu3N0lEYEEUhtXJxS7vO7dD32soEik8+r+zaZ7yZc3Enj3sX7tOcEOKTwOeklJ9jE92WDlhK+TXgax27P9KSXwP+UZdyrwA/eQPH+RzwuVOnTv1K6+MB0Pa4sFn6ZvM2s5uent7V+m7GrrMNW9YXqZBexwGtaGCzdNc8VQGitv3TeuWm69NLbhMjNP53Sytq3IGYabOrnWZobfvLXvmOXIPOdOs1UWfbMUFrunO7W1pRtR3ZdW6X8wtteaGSvOvn4k4et3X7Dt2nJSnltu5uvYkYPfXUU093SXfrJdyuqIcgtm7DtvX1EMSG9FZ5PQTRQxA3YHf3EMSdUg9B9BAE9BBED0Hck/dpD0H01FNPPd3Luq9HwD0EsXUbtq3vDiAItTSDvzqDZWqEfXsp6Xu2re92I4jp8jSvr7xOeinNRGqC/qh91HivIYipxTXWZi0Aaq6HrsgegrgFux6C2CX1EMR9gCDW8pSxyQgdwjxhbvKuI4hztXOEekhkRpS1MgeSB+5pBLE2a+GKeKZVIBVMpYcgbsXuXkIQ93UH3NP9IWlmoWVK8L2grJEla2a3N7xHlE30btXvR93XV7WHILZuw7b1tSAIe+kK1nwcW8HWRshzJLa7RQRh1DyqbtC1/Gb13W4EYVkW1Wp1/bjeve0F4bvr5zWKQqKIHoK4Bbsegtgl9RDE7iEIa36FrKh3VsEK2cyD63a3giCS8cg3W//vpYw7jiDmy/Ms2osU3SJHtCNks/HIt/E/l8zd0whCNy3MZBqACIWqH5H3DfYPpjYtAzBXdCjYIQCGozDeQxDbtmEXj9tDED3doBK5+H/N29puN1SYBmseo+bB2CEYOHBDxefL81T8eIT30upLTCqTTGQmutou2ouUvTJ2YDNTnrnlpt8tjeeSaIrADyQL9ZH9tUULMxkynksyrLfbL5Y9XBFHPIvs6E43t6cdqOeG1tPdkTUPTgnhWnH6BrVoLxJEMdqoBBUW7cUt7TNGhpSW2tLmXtf+wRSZhIZaDyO5UKpRcUMsJ2h2yJ3KJrQeP76HdV9fmR4D3roN29bXwoD9Fk5bdQO8LrPYOrdvhQEbNQ9IUkVH1jy8snNDDNhzPBSpkFJSmIGJV/U2lGkwYK8a1xu5EZYVu3Pdjwy4VlaJwgAZRbi1uP0mPrp0cWsurt0+nmpjx0HQY8DbtGGXj9tjwNulbzbv+5IBm1qT0wJkd+iGZolVzukBgSo5LFY53BdjgG0ZcOuxkgbU69wpAzZUA0VVUFQFPaFjpI0NZRoM2HDiYymB0uS+cP8x4GSmH0XVEErYZMJAM22m1Lbyrey4phV6bmg9BtzT95tmVs5RDGyiSDKzcq7ZAd9NNV+6VYoE5WD7Ah2aLk9zrnYOgEyQ2XDj9dTTbum+7oB7CGLrNmxb3y4gCLu4RCYIkVJiF5eaAXh2hiBo5t0MgojCiEiJ8B0foFlmxpmhElSoeBVmVtZfuu0UQby+8jqhHnsPqL7KgcyBDeev6/nskobbiyBaMUMPQdxT92kPQWyXvtm8HoJY304ZGigaoYxIGVozbzsEMaVUmfFL2FHACWWIw7uIIAzVYJBBlLKCkV7/TDtFEOmldDPPsqwegughiJux6yGInu5dzfgliqFDLQqZ8Usc3sb+un2dohOP4Pqj/rviv3N1tcZLy0sAHBxO0d/zIerpFnVfd8A9BLF1G7atbzcQhBdgyohIgusFGxDEdWuZy7UCiZrKPi1LOhGXt70AA40oFNj1clshiPnCPK4Wb1eDKnpC3xRBeE5cTxiETQ8I2DmCaM2rVqvN8/na/CqBEsdksMoWbxpe74G3ulZTeZvpZy/F5Uolsom7gyAuzS6yWPbwXQdf6KwVS+zvTzCotVzTHoLYreP2EMR26ZvN6yGIDgQh4plw3RDEOcXGVQMUVbKm2OytI4iUobXVMbwNgtBXddLp+HHaq3oY6a0RBIBaUHeEIIpBkdnaLACTmUnS6XSbXeOcpdMFspn1/bmcuqNrdam2RGTEI2fHTnI6c6yZl8z0M7tms1Cq4dYiDuobZ7jtFoIoBDquEJgmRMIkVBOUQoNDQ5vjiK0+Vw9B9BBET/eBcopJSr2HvmqlebTlKSinoG8P8yJDZN76TLHLy2Wu5W2sssUjkcnR0Ux8uHCFnBp3hOXI2lBuoVTDcgJ8N2ShVGt2wLdD2YTGw8MmtpIkCOVtO05PO9M9dFfcuHoIYus2bFvfDSAItTSDWrmO7wYUhiYJc5M7QhC2F+D4YbPuRtCfWtVC6qlm3pnlq7xeuk66oFGtVkl0IIgGZmhNb4Yg5Oocem2VvpKDNCbw06OxfR1BaMtTeJU1hFdB2jbVvqOkiTtIy7U2RRAzxdepleNzOGiMc8icbDufZ/MRpVqAXbMB6Ffi9odhgPDiWy0KahsC6bi1Kiag4OPWqtTK6m1BEI0yrq0QKD6WF3fAJbM7Sunc7iGIG7LrIYjt0jeb94ZEEGt5EDUEPpkwD5njwPYIooEaGv/7gzjoTzKdhdQQFJdIGRplUSRUXCItokC+K4JoxQlbIYhk3kJVPELpYkoLkd4HtCCIcv0RPxX/DzqQA9AVQdTUEtKIf6hqWolcrt17IuuGZDNglTWymey654OqNY+lWM4GTwczuf4D1UANjTzYPQTRahcqSbJm3AFvhVI6t3sIYsd2PQTR0y4rkUPKXQjUk8hBqr4yRnGpuTurp8nqBte7FNGryyQq8eO7FFmod6qtmi/PM7M6gwgcMkaaQAPz1lvbppR2/8QQ7une133dAfcQxNZt2La+G0AQm02cuFEEcSHKs1qzWQv2kdXTBPW8oGXCRuDrG7wglNIyUsTbinRw06MbEMRMdYZCtcBEoDJCkkpYJnD8DbEgNNvGcdYfz6vKOnKAzb0gnJZH+m7n0ypHbeXzeRWIEUTNjrFEFPhdEUR8DdZRw91EEFdXa8wW47L9qs8jm3zerc7FZnY9BNGu29YBCyF+EPggsAxIKeVHO/IPAh8FXgUeBP6dlPLlet7PA28GQuCKlPIPux2jhyBuHkGoa5cZKHwPalnITmyPIDaJ3XCjCGLVs/HUgH3ZASaTo7y2ejHOa5mwoVV91pQ1ZpwZDNVgT2oPqqEi6uEyVcfviiAABhjgnX3xKPVaMY/WkteJIFI3iCASZqKJEoCuCGL9/N2/COLqckgY/3ZQDHsI4ibt7h6CEEKkgD8AHpRSukKIzwghnpZSfrnF7H8D/i8p5Z8LIR4G/gh4kxBiH/DPgDdLKaUQ4nkhxFeklJduR1vfqFJL0+CWgU3ehHfG692hpirzzNSWuVy1GKgc7WrTryZ4auTNALy2ST2L9iKVoILuxT6zd+tRzfIsvjr7VSYzk9sbfx9pIBX/aFllZxvLnm5FQsrdd0URQjwN/M9Syqfr278B7JNS/kaLzavAP5BSnhFCpIEKMAL8BPAOKeWH6na/C1yWUv5uxzE+DHwYYHR09PQzzzzTzHNdF9M0t0zfbN5WdmtrawwODu5afTdj19qGrexSs19DDyqgxh2cH0TomtKW1vwyfhg1R56teaWRx3H9kOmVzzG08DUiCYW9P0A1d4xKWKXqBIylc6RLlwhCiabGMWwb6eN73w/A+dk/R1MF1dyx9brdInpikDAMUdV4KNZXuIhQ4vbJKMJPDvHZ0lfoEyY/op/ATw7hJoYJw5D/xo2Rw3PVq2iGTjkX+916vkd/qp9w8Twl10dVVPp0hWjoGLq+Hs3c9310XWfMGGOuOoeruPSpfby2UkNtcaf7ifE3tZ3bs6uyrfx4n8ZCJeDFtWcZ6ItfEFZqLh888DYgXiZI1Q1eWqojkiBA0TQeHTOaeQAvztvN/R//TomyG/GTJ9NtZQAeHqRZprUcgF+rotdHwA8PQiBUZuqU45Eh0fVzND7LOw5kbvr72Gm32T1yJ++XO3GfPv7449PAOguET0opP0mHbtfAYhQot2xb9X2t+ibwNuAM8Jb6vuwOy1L/MJ8EOHXqlDx9+nQzL5/PNx8JNkvfbN5WdmfOnKHRjt2o72bsWtuwlZ0VXSZbmYJEPeZBzWsiiPV0tm1/M0/UQH2dgjGMF6RgRSWUEeMDKRjNAlkuL1oc3ZMFJYXtBU0E0UifPhy3Y6lkxnmj68c6n5+lb/xwc8IFgBYm0OozyALHpy/hoVZA0zXSZoTIeDhj/XhVj34RP9JrV3XSw2nUsfixvFgqcnTfUaYq1zFEDcMw0HWV4YmJNuRgWRbZbJan9j9FPp9vRkZbCa+3IYjjx4+3nVt7OT6uVbaaEzaGMh4D3lkePX6QpbLL1cU1Rg+dBOJ13ZKZfvpZBeruaMk0o4eGmnkA6dpMc7/+vbOokUv/2L62MgD9w+0IolEOoLg01yzTP6xiK0mO1v2AddWjEMbnOdfncbS/5XqXLU6fPrbld2mrvE67ze6RO3m/3KH7NC+lfJxtdLtmsy8DmZbtbH1fq34TGBJC/FPgALAKzO2wbE93SWHf3tiLwSmhVrr5K9xBKSphIkeo3/jEBVNTSOjqbWhUuwZSBscGdcb7k9sb3yXNFh0KtkfB9pov37bS5eUyX79S4Evnl7i8XN7WvqfNdbtGwN8BDgghTCmlC7wT+A9CiEEgkFJawF7gE1JKWwjxAPAFKaUnhPg88E+EEELGfOTtwO91O0jPC2LrNrTmqWuX8a+fx0qnCXMHcKpVcCKQ7d4NW6UB1gb2EOYmMea/S9UNsKN2L4goP4/irGFaLhVtHKXDC6KRbnhLOJt4QXhVr23yhfDW6wjraRlJojAijOLtRhkvisvJMCJwfORyfWKG41ARJq7r4vvr7nStXg+t2/l8PvZucGL3txv1gmjI930sy6Jm2/ekF0S1WqU+y7vruej8Tp+9WmBhzaJUC7DKFv2K2/OC2Ji+e14Q9U71V4HfFUKsAGellF8WQnwcWAM+BrwD+FEhxAvAIPCP62XnhBCfAP69ECIE/tNmL+B6XhAb85bOfZ3h1fqXYPAw5IbivNXnKaseGc0EWcBKp8lKBRId3g2bpKfcAjN+CctN8lB6H4fr+amw3QuCyAI8Kjj0RRZ0eEE00g1viYSudvWCaKCHxn/VUJsIAkBL6AhFoKgKqqa2eTsYIu6IhKqgJXQ0WZ+YgUsflSava/zvjP2wVPZYKkWkREhONZp5CbNyQ14QDa3ZOtlslmQp2pEXRN43uLYaYdrxYpu6mdiRF8SK5zdXQW4tB1t7QXS2tzUNG79n2Tpqadg18nteEG3puzsRQ0r5ReCLHfs+0pL+FPCpTcr+EbFXRE83KLM6D/b6SziGhppJmRiAVPeJBNf8Imth7Ks6GKV4JNmO3RvhIyt+lZna8tbhI41U041px6osoxWXwNAwvBJaeQltbRGtohOkhrYvv41CI03ob28HkK94hCoUbA8rdLiNoRm6qrHYpisCoPtim93UugryjZTr6e7pvp6I0dMmSg1ub9OhucDCU2MEYIcBj2x870m/mkDR0xv274rsVYRvAxqmU0azV5G+jarEX9EbX1jo1tRnagykjBtyw1qqTbPiXqdm20xqsQveinsdwso2JbsdX8W8idWMeysg31+6r6/WG5EBq2uXUUvT+NUqhb2nCAePttk1eGOznBbnGdbGIDOtDNjxQxL1r4Pjh1gdM99sL2jbturMtpMBNxSEsllmJwwYwMFEohKGGoHjE0qTMFLB8ZvcF2IGXK5JHC/CJ2Au8MilJGpfdwbcUORH2La9LQNusF5Ljc+ZZu2MAc8ULmOHZVxvfQafHZY55FoMTr+KuXidtJvclgFvlt6OAfsd7bsRBrzZuejGgK3y+nepVAv4s7K14xlzPQbcrvu6A35DMuDV50ELEKpHRhagg78Vdb2NZ4bhCgOrr4MWQAfrbGXAiZraxmk7GXAqrI9E6zPmsjLuEDcw4LpKqreB+7amNzDgljzVCZq8t5P7NlSrgkSgKAohCrVIMLgJA25ICT1SqRRmNe54NmPAA/IK2dochxGsiCH0HTLgZCpFkhQ1227aJUnxrsDjaLqfl5QZMlFpWwa8WXo7BtyZbt2+HQz4kUN7uJa3KdgexRCKkVkPxxnxSGY9HGePAW+u3qIq96NSgzHP3YHU0jTYa5AaJMwduM0NuzMqhy5V6aIIyCQVDFVsX+gGZDp5NL+K7hZJV2d3p9LUIMHtwjd3SUdHM/zgqbHmrLlGZ1yqBVzL23e5dfeH7usR8BsRQRgdS+p4dVephjoRRLVahXQab+gJSqUS6tr0+v4OBNHQdgjC8qs8Y80xFKWwlV1EEPV0E0F0cT0b17K4oUMiAE2qsRtauLUbWkObIQh3ZQp7KfZnjVKj+L5HVTcohQau61DeIYJoBNzptGtcE9d1kWHYtjTQ/mEHt9ZYiun+QhCN/a1IQgW0yMUqW+Tzag9B9BDE9xuC6FhSR65irL1ENsjC4OENCKJpV68nG9waghjL7aUsihSr11jF3hCMp6HbhSAOZ/awzxjgmoBvlM/Hbmiqiqqrm7qhNbQpgojKpNRGZ19B1w1M0ySVjDGC2ARBrAUGV+uP4znVaMtrTetufE1M00TUvObSQD4hhUDHTK638V5EEJ1oodP9rNMtrZHu5p7WQxDtuq874J6AtSmEU4gZ7x3QgeQ4w5lDfHX5AnZ4p30TbqPMTNfdthdybrbIWMYk6SyRrcUjZTc5wqzqNN3trPDGgtZkExquvP0z8XZDDbRQ6aGFXdd93QH3EESsamggAw0sqzuCYB1VtJW/CQTRiA/cGud3MwRRq9Yf3VvCot8MgiiHLoEXkI5MlmWBas1lrhbghB6hV2M1sAhkxNzMVcJalolAMpBSdowgnI5+sJGXSgeo0idfLFOzbdLl60RKvT7Xpap0zCCzr2I6eRTfI8rspZYYq9fXjiC64YPO7XsJQUA7Wmjs74YgWsv0EEQPQWyZvtm8ewpBdKSXl5dvK4LIdaxqvBmCyKfSJFP1NdGULKmWxSg7EUTD/1iXCpZwuCzXKLoOeaeM74bk/Srl0MEvr3fWTVVWucY1iIClMwB8DY2Mk8BAMFTJMKSlGdTTpIXCvoSBabYjiJoMKdaxRH9KbyKI4xPD7MkYvOzHdrpuoNRHyiZ174mWx26/WkZTAjzFR5FlSMVhPDsRRCcyWPNmKfoL+NJhRD3EoLG/mQdQ8OexoyIpJ0OoVxHu4B1FEJvl9RBED0H0dI/KSwzXI6NBVPOgvHE14GWnwHxQ5pXaIle9InN+mYD66sQOpEkwquY4auwhqyVIiDSm0MkqKqHU+ULtRbRUmh/wjiI1WM4epOqUMGqXKYY2S/4qs06BV6P1oEF/Uvoew2qOYZFjghH2aSMkXR1Z9wcq3sAT9oo7x0wYj3iSQQ4dCPQ0fqTd0FJIRX+BWlQmiFyK/kKzA26oFC4SCJ+KL/GVNeKZ++1qrKps3rsxf3rqovu6A+4hCDak7xUE4RO11aF5AYGMeN1ZZapa4BPf/OdM1xbizyRUThrDPJHah6KA7rvIaB+BD6eUAySFQhAE+HWvSZ0ITdf4Jq+iq2kelPvR0Jg23oof+TyhDVKwI56zL9NnGozkoBjWWKgVqWqSS9UVLofznA9ij5AMSfZro+xXR9gfjiKC+EfAqk9eqQXx51RasAXAYvkqkRYjCSVYY4/r1q9BbNfwiuhEEIvW63Gn6vsM+fvxQwcNHULwPQdXqbbhg8D30dAxAhUZhRsQxJ6MgSs9FHwGNJ/F8kaviltFEN3SPQSxZbqHILZL32zeHXm0WbnY5t2wHlTnziCIvFJlxi9hRwEnlKFm3k4RhB4pZJMGfhRwoTLL+eo5XnVWcGWIhuCJwQf5qX1P8UCpwuncHnShYtU8XgyvM2vNsCoNQhGSaVkJOWHWJ4O4AZqpIbw4GI+ma2imhlH3Rx3PJBkHXj4nUHWVRFJnDwmywuDg8EGmVqo4jkNV95j1l7nqLnApiDtkFYVJdZQH9ElE6jRp0iRbEERrUO54iaJ4NFqzbcxoPc80zaYnRCuCCCouhWgVofkEkYutFtHV9eWfdGM9gE7jv+bo6EYCI5lGKCpCUdpQw7H9ezjGenzhwtXV9Xb0EMSG7R6C6AlWLsLaVDwilY/CyAPt+Z3eDUO3HpDmRtQIvlOLQmb80vYFWiSlZN5b5LmZZ3mpdIla6JJWdE4nxzmmDvFweoQjEz/DtWJIZH2TFVWyt7sTwg0pV5kmtTaDpgcELat4dJMQgiE1y5Ca5aTYj2boLASrXPLmuOTNcbW6yJfPnOHJ1EH6xV7Gsg/ecvv6UzpLRUFKVxlID7Fc2IhldkudSKLiRShO0IsVcY/pvr4a9zOCMNZeQjgFnFoctcoTQ212hmW1eTe0xnSA248gAAw0olA08QNsjSCKTo0X3QWedeZZCqsYQudU5jAPJA7zptBFFQqOHxIGcHahRsmVjNYCDL9MJlSpksKOAoqBpBzZmKFG0IwR3OJhUU834gE3tlPuDFqtgB2O4CrDyEgS+iFB/Ul8My+IRnqELCPaKR6PjrCqVlH6Tb64/C2s6Ap91Rc4LvbyUHSYPiXu1Rxl/RHfcR3cbRBEQgSMJgVDWQUIuO63h2cL6tvdEASAV1O6IojO2BIDmt+GJADWlAhTugxoEteu3TUEMZW3mX42ji67WfyIzu0egrhHdT8jiGyQhWwWWV/+hs5yddTQwAleI+7AHUIQbWnqnZWR6oogVhTBl3TJ84Vv4MuIST3L0+knecfEUYq2YLVssFK7Qn9CNCdeGEmDbBJkuB8tWiHTbxCow5ywXVad64QyRb+SRjPX29GZ7kQQAAEDeA89jQDE2a+g6utxhDebiNGZBjhoZvmH7/lXfHjpOr/7zX/NOfcqL/pXeKk2xXFjP29OHGNAlsjW5gCwRGZDfZ0IIhWmEJaD0UALuo1uJNqOezMIojO2xLEMbUgCIBcUGD0ULyxaKxfvCIIoRiZn81EzTvLB4RSrnsJQHblsteJy53YPQfR0X2uqOMW5pXNky5eYTAwxzM5el0eJwXqQdaAjLu8FL8/z5XnOpyQK8CZzlLekJngwMUJZfRMZ0+N6wUMP+3GCyxQd2NMRDqGc2o9IHoEDCcKyw+Ewj2MMMS8PNEe/tyrLDqnUIlwvIpv0ti/QIkM1OG7s57ixn5VagfNyhnPOFK95M4wrg7zDPMwhdQRTumDeiO/D5lrzZllxrqJHCfr18V2p827oWt6mVAvIZuLYyo0lKnsrLq/rvu6A72sE0SWmQ6tdZ/jIW0UQ54JzLJYWqVZXsW2bNysT2yIIgHLfAJE5st4O2+N8eYo/zL/IOW+ZpND4gAs/7EBh5CEgDuhuaMMcT+RYUzyqWkCFiDXfRXVhhBQO7V4W+XJct1HzELaPFq3hyHgEmQgs8EMCBoDNEUQjr1aqNfMdZxXHAUkOz5dMra3E5zFYn33hd3g3NLYbSxI10EIy1HibfoLHUke4EMzwsneFz9ReYFTp583KEQ7LvQgh8H0PN5G5FOUAACAASURBVIio+ZfpjwpIaWBZFrZtIwMfr44Pgk0QxIp3lapXQI10fM/piiBWi/E1Ntm4xFFDrduh77XZ3QkEAfHkjUdHVb5+xcEqO/H3s8tkjh6CuA913yOIRvoOIIhsKh7xZpUyuGX6FI9MYnsE0Qg/CTBrL/PbM5/kO8WzDKoJ/nHfw/x8/wOkz/05QRShDR5tlj8TqgxnEmTrA+1BY4ClyGLEhBPpIaa09okejYkZWeMQc9VLBHKQqjKCntTRqtcJ3AB7cJJsNfbp3QxBACRz8UEN8zCqGbu6JfqOohamURNxp54LkpS09VUjGvigEtXwZEifaTavVydaMDF5C6d4yDnElFjk2dp5Ph+cYUxO8Y7kQzyQHcGNVLLYDOogwkGyBx8ldWVuRwgCIM0AupHA9kMCIpItCMLUVYb6s+SqU+x1rzG61o+XPUgxNdKGI2AdT5TzC215dwJBtNo1bJb15a51dKa3yushiJ7uX/XtAUCqAyBM8LefebDmWfzF9W/yYvEifWqKXzv6U/xs5gGC/HXSSQM0E7ytl8CZUPuZUPs5nISsaTDVZVIbAAMHWBs7wax8O57tYaQMSn0HmulGB7wTieSbyE78QHN7qFTkQPIgALZtU2K+zX5MG4AAXKHE6W2kCoWHzEOcNA7wYvkSL4eX+fPKNzjmj/HBPW9lX2IQSFPS3xF7uVz5qw112PWnjVSXFZoH0gZUPXypxOm6TE3hLYeGyEy/SBTZqC4Y1jUYHNlQR0/3tu7rDviNgiCEU8BfWKCw9xTqTSIIK/DroSkzkMmwkngQr3wJw7oAtGMHr1ZB+AqOavC31W/xnPUKAsFTg6f55fGfZiLTjw2UBvZw0VM56GponmRlxWFPXzxZwhUh+bKzvnJGM5xlfAwr7I4gAHzXxAvaV0VupAM32DGCCIMQz17HC2HdCyK+Vg6uaPdaGJApTM/E9VwGjNQGBNG2ioasEQQ+ObJkkxonlb08aOznspjl2/YFPj79lzyWOsh7cg9h9MXfi04E0adGVEKfPneZEbeIZbu4yTEq5iiB75NVA7JZBd9V0NUArxYgo5AoCqmVi5i1Kr40CSIdatV7EkE07BrYoYcg2nVfd8BvCARx8FFYm4Ll6XgFjC7YoTV95vpFlsL4zfxkYojh+moPTQRRt8slcwxHKtQ6EERqCCklL4dL/GXpMuXQ4fGBE/z4+JMMGBkmEv1NXABwtb4yBYAdKk1cYXYgiJQff9XSZowcsmE7gij6KmfzkE3CqhthZOqhJVPrdkbKQDM1EoGFqmjNVZE3QxCqpraVV3WFVEuYSFOYbcjh4NgAy5aLbasc3DOwKYIY0wZYCgq4rstkeg/pAQ/F8EkmkjykP8aTlcN8077E14oXeKU2x/tHUzwx+ASpVOwFkQ4t9NoS6ciFgUn0mo/ig1fzMKSFa8TeCkaLp0MjLRQVRVFJZvqb+4zmBIu+244gwroHQzrdQxB3BUEIIX5aSvn/3mi5nm5SIw/AyANIa2enfDG0SPrrK0QMq/tu6HALqsJ/sc9zrbbAodQ4Pzf8Th4c3L9lGV2hPoXYAkeHbSZBdNO1YkjJlYQiYqmq07fJxAwrvZeUG6DpGoFnYHQ327ytbrGeMjYgh725JHtzSSxLIZvd3EtkQh9mQh/GljYpPUU24WLbcXoyMYRt27x/9Ame7D/BZ5af49NLn+bMX57hR7NH0TDRa0sofhU1cFFqSwBEehpPCYmCCNsP0Tc9+t3T/v4EpfoPZ26XImleXi7XYw1bPFKfSdi63VjW6PtVm3bAQoirgOzcDWSBXge8jdS1y/H6bRBPJRZ3biZbv779OurT5WnOrb0KlXkm9RyeDPmSdYUvX/8CpqLzs/t/iLcOPkjF2dla7qFi4uvZ+KVedgIKG2103yJfiJgq9VPIRAwk2lfEypmCbEJhobqxbEOlvgOsKOMYKYNw+us7altDxcQefDMewVXFEBNyta0j3UqOH+IFUVdPs8PJMYYzyebTxWvEyxgNGxn++31Pc7mW40/X/pTfm/08J/R9vDfxBCk9TRhpKMQ3mR9INAWqQYTjhUQiYmqlShhF1BwHRY9HkFUvxHUCvv76CgdXLSLfJZGUaKpgPrDJOBqGppDQVbQgIiElQuzOkk2HhpLNkV4r8rsVdYs13Lr9hu2AgY9LKf9j504hxK/upGIhxA8CHwSWASml/GhH/v8BHGnZ9QjwmJTymhDiGnCtvn9eSvlzmxzjnmXA/vXzlNWYGUrLojT4eFuZnTLgxn5/h2wuCIMm5wSoKh0MuK6F6gJhtYzqVDlXXeHT5VcpRA6PZU/wd3JvYTSVoeL4TUbbbHu0zkFLtodVgyCShBhM9T3GvsF4hOT6pTYGvKKMkJYBy7WQgjmMKgNyuspCcb3+xrFCX8ezuzPg1nQURUThxllymzHgirqXqczh5jlrrPfmNlZBtpS289mYPWgqIWthmUD6jChGG0dulGs9t47jEElJ1Q2peiGWf5r3ZP4t3y5/lIveVa4sLDFZPUpfbYggFPhRhGwZ6rwsl+qp9ZgOrQorHv/LFy7ytDLXtv/L0fAGW00R9JkqSSUi+9yLZBIqWR0yKQNT18gmVAzps8cNSBtq23en9VwAlMz1H8zW7/2tMGDYGGt4q2WN3jAMuFvnW9drm5VpSAiRAv4AeFBK6QohPiOEeFpK+eUWsy80UIYQIgt8Skp5rZ73KSnlb213nHuZAVvpNJnsuhO917GC7gYGLFebsSGy2UebrDfbUt8G97JGnIiWPE3V2jhnWu3OgAHMMMFfrE7zDXuGQSXJ/zD0BMf2P4lV8zbEA24olzDaGHA2Gd/kDbtG3rReaWPAInkEmyPNun/wcGw3a4UbjqXafpPddjLg1rSiKDfGgAOljT+movXzlEqlNjL1+rl/+8QhZpzYf/rE4H6sfDwMDiOJHalcWA2YzTtUPJd8xeUVr0jVi4jqveqL5SpQ5YncXo6a/VzPXeJK5gLDyWEekQ+SVTPomkCNQkzT4GT/JDJwSaZSaIpAeg5mMv5Mn33pOoaZ5Dffc5Jg9jJz9hJC1RkU/bw1cwD0ZN0HOaRoVXDRqDgB+bUCvqaTt30uVlzKbpl2rWBqCv1JjeFMmb39SUb7TNIaHM0kGEjp5HJa1/vgVhjwduy5cYw3LAMWQvwI8KtAHzGCmKR95NpNbwempZT1d958C3gv0OyAOzjyh4D/3LL9LiHER4AM8DdSym9v1877XmtTYK8hnHKc3kZh7gDI+Dk/FAPN9E41ZU3x51f/jIJf4an0AZ5OHKZ/l2Zy3ddqXIOWzviAOYLhZLlYyPPios/FhTVWbRer5rcxumxCZyRjMpo1GUwnyCY1+kyNn08O8dRbH+Plsxe4ulQglTzKs9XX+Wr5LN8R3+G9uSc4kdyP77ropsl4sgzFGfTAxE+O4Ss2qfpSSOMioKIJ9g+muLBYQTF8NENBqDaPTmTaXrS1TkVevnqB0UMnm/tL0iRlqJybt1hYLZFMJVksOVxcKFGoelxaquCF9djMzGNqCkeHk5ycGOD4WB9jCcnbzT5GM+1+zD3dmISUnZi3w0CIbwC/TjyRUAC/2IkTupT5GeCnpZTvr2//MvCUlPLnu9gqwDPAj8h6Y4QQb5FSPlcfSb8I/JiU8nJHuQ8DHwYYHR09/cwzzzTzXNdtvrneLH2zeVvZra2tMTgYhydMzX4NXV9/lbI8cLqtjtFCvHqD7/ttdq3bvu9j7/+BG6rv66XXSCbqI8DQ5s2MIVKDfDWVxPd9FE3hu6Xv8oL1Ajk1w/vUw0yqOYIw5ojV3DH8IELX4sfN1jTAKeMEZt1n1fVDzq4Jfnzqt4ik5K+OfJQnxmLbtbLLYMbk+aWoa30Nu2/PBxvySm4RPTFIGISoWnysbum/sX+fPkPwC+XHUdS4jiiM6D/5dgCem6q1jYA936M/1d88t0erLwIxttFUjcn9B9Eqc1wveVySe3nB3sOVNY+j5ecI6reJKiBtKGQNhbQO/QmVh0ZN+rSIlBlfn+/YV9DU9bHNcOY9DA4O8vr0n1B2XHQttlsLyvxNcJ4lafGgupenlKOYWnxNFa+MoqgEWgoZhujSBRnyvSWPPuc4P/LYMV6zvosMQ4Qan5eJ4fej6uufN/S95rZTKZHoyzX3B0JlLJtofn86v9+RlFxY8Ti3VKPkCWqBZNUOmK9EFJ2oeYyBhMJgUmEkKdibNdjTp5JUwrbv8DsOZHj+eoxrKuUKfZm+Zl6rXbf74Im9idt6n+5Gfd3Sjz/++DTNydcAfFJK+Uk6tBMviG9LKc80NoQQ/88OyiwTj14bytb3ddNPAH8lW34JpJTP1f/bQoiXgHcCbR1w/cN8EuDUqVPy9OnTzbx8Pt/2sqBbesd5Kxexrl0m2xfH5c2LA5vWcebMGRrtsKLLbY+0Q0JhQManoJAZYGAonjVmNYLx1NW6bVkW2db6GsghNUj/0PH2tq/G7On5V6cZ3zseT7ioLDKm7iN78FHmnAWuLl/lT6f/lJnyDI8PP87fHzyFWYnbZHtB7IY2mm1DEJ044ngi18QM+bKDrUNyViWIJEfHspyuo4UzU3lOHx6mgNO1vobddM3akHd+dZa+PYebky+ArmltWkNPKiRFcj0Yjxsw9kC8FpuxeJ3+ifURYckqcnSift7LFuPlBcJKnrlVh6tukv/z4jhn55I4ftzBZBI+x0dSvHvfGAeGUgwakiN7hzg3b1FxA5xajeH+DI/u72+7bq/PF9swUEYf5PTp05T9r1JbXCNdzzPcPj5kTPL1yjm+VbnAvCzxgezb2WcM47t96KaJCc2RsZ8cw159hX1qjfGMwqwy1MwD6B8/sOMRsK0kOf3A6IbvcGv6iU3yirbHcxfnmK0KXp0v8d2pVZ697iCvx2y+P6lxdNTg6Ggf42nBI48+SCEZTwG/fOUyR4+sX4MGdmhNt26fPjV2U/fwVnat9+lu1LdJOi+lXH/xs4m28oL4V/Xk3nqn2+gA/w7wg9vU+x3ggBDCrGOIdwL/QQgxCARSytZAqP8d0HzJJoR4GtCllH9b33UUuLLdB7lt2iYub6u3Q6JcA07TTWppulmHGlhtj7g7UStyYPDw9gVyE5CbwEs+hBwa4tnnP8unL34aVVH5hyd+lqNiGLN4Eaw5CDw01wYCWL1Cwq2BCCFwSfkuyABCD6KAAccHJEjJYBTyrjBC8+PH46f+6wfhmzooOg9FAp43eVugEqAiVINI0XFEAsw+uJ4FPcUDBRU1mSXQUqRDEzUzTNZdRYQOoHT9aGUnQlc2m0q3tUo1n9cWLV6ZXUOuuvRV43M6S4Lk3pCfecskxwY0njy5n/2DSVZXVxlerb/ItCw0RWE0a4IFSqjG6S4q1mcYbueRogqFd2ce4Yg5zmcL3+FTq1/m7/Sd4m360Q22ft84r+lrRNEss97KTX3+3VB/yuCx/Vn+br3T+dL5JVYKRaxA42q+ysWFIpdXKrwwHZ/b//itOSYHUzwwliETBRwII3S1+7V9o2mrEfAjwOeA6Y79D29XaX3k+qvA7wohVoCzUsovCyE+DqwBHwMQQjwKvC6lbJ3Cswz8lhDiMWAv8Bkp5Te7HedOeEFsFpe3oVZvB6Vor3tBdPNaqC+heyMzj5reEeoIYW79puw2s05UFlGrCziLFrK4jHAKvF4u8AfhVb4nXI74If+gaDE49zt0yiB2h5KaiSp0It1AKgaR0Ak0E2lkkELDTqXjR2hFwQ0kq67C+NqzRBIWht9JRo+wXR/HcRhNgeMFRIGHIUKUyMMI8pi1WaJCDeFXeTDaGPHsLQDnwVMS1IwBakY/VTWLkxiC3Bhz/gC1zDiG9IgCfUsvCKvkcG01YHot4Freo1B7GYCEJnhw/DDJyZPsScEvndjDibF083ympM3qqt3VY6VPQF9OoaoJ0sLHsto9TIbCBKvEj9yDIkElap8J59dn1oUtM+vGyfKLqSf5ineBr1de5bJynffLt5JVkk27fplDhAk8xWGmsrChjhudCZfPK12/S63ayb1klS0Ct8ZIOs3IviR/94BGMdQp1nxWilWKnsI3pgr81dkFJPD/Xfgeh4aSHMhpnNpbY/9Aohk7uaHOmMJXV2vMFh2q1SonJmocGkruuH2d2/eFFwTw61LKuc6dQoi/2aJMU1LKLwJf7Nj3kY7tl4CXOva9AvzkDo9x+70gNguKU1ert4NuXW7zgugal3eb9Ia8zvbVCrA6hbn4MpnZZVi9Qm75dfTiFLgWo8n1CQSzmsbHBnIUFIUfU3L8XN9B8nsyYGaoSY1kWAahQuBiRyqpwQlEZqwNGVQ7EISbOEmmjiAqZYepFRh44X8kiCTXHvxHABSciGsrZd68P2aO3RBEwwvis6+sMqD7aIGNVynQr1RYXXuV/kQGo7pKOiqR9IoM1BZJVc6TWCjTWJviL/aMghA8nT+DZ2RwjCwlfZTylQTftUb4q9dTzFRDpARdFeztFzx9coITezL0GwF/723HgY2Pl81z3bgGQTZ+Oad6bZ4tm13Hk0y27T9TiQP7pFIpqsUiUovIqvF10lu4Ygr4QOadHKtN89fF5/mU9V/5QP/b2a8PoJsmR0YfJh1JjOhSW7lG+kZnwu3WTLNOL4hHRtUNj+RfOr9E1Q342suXKJHmtcUyX7xk8cVLFn2mxvHRJKcPGDy4N0dffdWOVi+Iq8shoQqBElAKjR21/b72gmjtfIUQJ4FGpI9fAH5lu4p7ukW5FurqRXj2D2H5PLn5s1C6BrU1oAHYBeT2ITP74aGfhP5JlpauMnbwFN+tzvDpmb8lqab49Ud+mV966JfI5/Pka+cA8C2LZGUKEvFNE9Q8SG4+r2yhHLBUjVhTPB4ZVzk6uPlcrYGEwqqxM+f/SNHxjTS+0Y8lhgmTBudFH3173tSV+759EsKFaTKyiHfpvyBCj6WaSdJeJG1fZY88B8tf4XHgVxGspPdgpffh9E+ypA2TG3+aSi5LsXYDkxPqyEcGWpzegZdKN00mhphS1uhTk4zrg8y4C13tHkoeYFim+Wz1ef547as8mTzJU8YjXW3vJ6VNjeNDOkePxFOt51fWmKtIzs1bnJ0r8uLsVYSAw8NpHhhJcHyvREpJv+YDBgMpAzXs3mVdXi5z9mqB7HLIweEU/fcJ4diJG9rHgQeIccDrwMnb3aid6o4hiC5xeRtqRQ2+72+NILqlK2WU8jxqcRqlPIdZnCGyF1Fci0YkgMjsJ8gdJjj8HqL+g4S5AxTVYVITp0AzKZVK5HLxaHPZ/hM+v/Q8z+ef53DmMO/b8z6GxFAzsIzldF+SqHXCxWK1hOVrZPV0c/+1QkDVl+jUX7ToYftEjEg2V0GG2KOhc2Xl1nS+zKZ5W03EqNZMXH2cJWWSxegZLDfiB5d+hVCCqcGbhjzeO1HgsfQC5auXGRPLDNlz5GZf5pHIgyt/iERgJffhXnqYYPgkfnKStQOPE6XHQIiN34vcEAwNUdJKeCKHYb209TXtuPaun4tHgn6SR8UEfUoaQrjaEYe4FSf0Rya/kHkXn6++xDdrF5gPVvm1tR8nCgMQUVeMcTcRxMKaRakWkEtqXSdsdJuIoYQuJ4fTnBwe4oePmKx5KheWqpxfrPLM+VWeOb9KxlQ5OZrg9IEBDg8lcWoxqsjn1bb6z14tNNtglS3eNNzeA2+GIM5eW6Z4JWbV+/sTDGpe1zJ3MxhPTUr5E0KIfy6l/G0hxG/uoMwd0d1AEGG4wsDq67HB4OE21LC8vLw1gshkoLKIVnyV1MJ1WLtCZu0qoh4ZDFUn7NuLsvdRyE1SNYZIP/mrKJk9VFdX29rndTw2Dw8Pc71ync+ufZZlb5kfOvBDvPfQe6lWqmSz649yWSNL0S0SemHbkkQQT4KYTI62pc+tzRFpHlL1GTbSjCs6odB4aQVyuko2qbZNxGhoWXM2nczROmEjbW6c9LHZRAxXqHz5is83LlQ5v+Bj7g8wNMGPPpzinaeynNxr4lcckrkYLXzXvY4yFD8rZE0BK5c4nYC+4msk8ufI5V/FvPxM84eO1BDsfTOpgVOkjr8LJk4DuY3fkdXuSGIzrGTWEQSrWZR8tRk8R60Z1LTY46IbkkiYJh8w38F+6yJftM/yb87/U3TjF8FX7ikE0YjhkM1kOTicIqe4G+x2MhFjIpPl4QNxel865JWVkD95bobvzZd4brZKn6nx0Hiatx9Nkfd15goOVjnikYzZrKfxP5dTd4QgilcKzQBDpdBom259i+dl14LxNO6AASGExmav+d8gavVm2Fa+A6uXYOUiqcVXoTQDfpUUgKrDwEG8/U9i7jkBg0cgM061Ulnv7C0Lsjtbkubb17/NR77+EWp+jV95+Fd4ZKT7I+tkJn78U1yFSQVmaB+FHe6bICuHmh1kwfYoiyIp1WNEH2V/WqXkKxScCKsWkk3uUlSWTWTVQs7Pu5yfrTFXjG/iiX6Vn3prjguRSUIX/OKDGZK5uL2tkStG0wIvEbdvfEDjtfIYKxOPsDLxQ1hliw++9Rg4FsXXv01/bQYWz8L8iySvfAWe/10ABnIHYPKtsO9xtL6jMPCuXUMS41o/eTV+YbgZkhBC8GjiEPtSo/xF5RUW0/+etH0U2HNTx7wdOjqaob+l083n3W1KbK/htMFPHRhmIGWwUigyY0nOTBf43lyB714r8Ydfn+LUeJZjQwapVB/aLXhVDKQ2R2+3WzvpgP36o/4LQJl7KBDPbiEIde0y/vXzWOk0Ye4A4eDRTRFEqzcDHXmRXcD67h+hL7xAYupLyMo8QkZIBDI9jjd+mjB3gIo5hjlyGBQtjknQqK9SoVqtxm5vQDU0NsSImC5PM2/PU61WOV4+jpSSP379j/ny0peZSE/w3ux7OWgebMYEXn+bnG+iioeSD1HySmTLl7Cca7FdEw04zbi8AP1yiAPJcdYUD0IYNEIO9at8fSZoltltBGE7Bq9dKnNuzmWmGI8QR9IKTx5J8JOPpRk1Qsy0ycfOSqJQ4lbXb/jW9KgZMTjSYL0hr7oRs8sxQ9eiljfh6WMEex+HIx+ML2v+OkPODNrSS8i5F0he+SrqK5+mH5BaEn/Pm/En3kI59yBe2Nf9O9KiBoIwLIvIc/Bq8Y/CWJRmnz7UaF4bkgg70sN6mn956t/xkWf/NVfSr/G3hYB3Jx9CBus/OdshCDn/IonyDIrrEGQOkx96c/z5dznWQrf0VrEgOtOwHnei4WFxbDDNscFhfvhIgrkqnJ2vcO56iRemI/7ilRUe3ZfhwRGdE3vj4EOtGKSzTa0IYrPj7sJ52R0EIaVs+AMjhPiilLK0lf2d1K4hiNXnKaseGc2MfW1b5593IIi2tGuhLVwgNTcFS+fIlhfhVUBLEGQnEad+AkZOIIaOUXOCZjm/Y/JFazrMHYjj/gKBGGCgo+3naueIzIjQCykoBT598dN8Z+k7nBw8yYce+hCz12a7elV0nVMfqWRFdzTQGu+hNaZDLtW+nU0au4Iggkjyaj7g7JTHiwuDhLJGf1LhXSdSPLwvQUaNMFIGxw+mqJVqJHPJ5uw3M2024z/AeiwIzdDa9o8Pa4xl4xlQOdXb8nuRG34E+DHy+Tx9Q0NgzWOd/zLZwqsY09/CePZ3SCNBNWHwMGbuMOb+R2H4ePOcN7QZgoD2mL9qzeiKFhrpkYH9jNn/BM/8GM9zmTVZ5X3Jx0hsgiCu12Yp1n9gdelxPAhRFR9NuETBRoTVTNfjkgCoYoCB4SPd7W7gnssuhxRsD0eqmyKIBgoYSBlNhNAtzsTkRJZ3HIcgjHhhapGzCw4vzBT59tWIkb4ybzs8yMHBUY7sAEGk04W2ujvRxV1HEEKI54D/th4oZ1II8Qkp5Xu2K3dPaeViM9AN8tE4xm6HZGIAUttMjggc1OVzcCXucClMk0KCloTRk+RzjzL8nn8G42/C/t6ft3eEjrV5vXY8KiM1SDh4tPkDEG4S8q/f7KdWqfH7L/0+l4uXeWr8KT5w4gMo4j559duiWSvkpctVnl/wqHiSPl3wwHCNh47s4VBWYKbjzqU1qtnNam+/wrtPxLPkbiicooi9Tbxj74XhX4z32WtYr36B7NorcPEZjMvPwOW/BkUjNXAU9j0G449A/+Qtt7utKagcqh3j9Nhe/qZ0hv/b/xp/X38XQ1q23uHGXi57UvtYdq7jaXEHFvoWJIYIzf54BY2tVI9LAvVJQ7ztltt9cDgFeVg1FA4Op5qhJxtqjTV8cDgFbI8xNFXh1J4+3nZsL44f8q2L13lpweavzi7wubMLvHlymiePDnNkuI/It+/J+MI7QRDLwF8LIX5DSvl5IcSNBWG9jdopgjDWXkI4BZxazNu8emzezTBDIwwhUpKYOw9zZwhKr6MWpkjLEKlohP2HCY7/OJX0QYw9J0BRWZmf///ZO/PwuKq68X/O7EtmyWSytGmTNE33tEDTlrYIFpBNRQFFBVHAF1BeFZClKPoqiigiogjKDqKAC4vCT0FWy76U0oWW7kuapM2emTuT2WfO7487M5mZzEwmbVoK5vs8ffo9c5Z77p25J/d87ncB8xTwKCVbQXi0LoipP/a4KB95K6codAW7+OOWP+KP+fnClC/QZGrC71O3m4VSEqUQRNZ4g3GUUG5qoGwEkdJTOMGbvG9SYSZh9AgiGJXc/naIf2wJs7k/jk4DzW4dcyoEn5pu5q2OHswODS59nP5ABF8oQTQcxQUEvSKNGRLJYDGFEEQsMuSUARALxPIa4O/zttu1kMiUT2BwzSPg7cMe3oO2dxOa7vWw9mFY+zAJg406Vwu+wCfVOUfiaQQRDWenZc/FDrl60OdJW0HM1U7CaTPxuP8t7u19jtPKFlITe4NYVHUt77ROJqp1YiAZ/zgeS6dCioZDxDXxgtdCdTxRl4YsZ6D9uGZODRxepcXiETg14WEhLKe4NWnnCghnoYtSHZdmKto8ZQAAIABJREFUu3UsrJ+AJ+ims9/Pizv83PriNrQawXS3kWU9Ab525MQPF4IA3kYNevOoEGJE3+aDKaUiCHvMDnY7MrX1z/dWm+S2UdkDa2/Htvd9jN1rQUkmbnTWw4xPMmhvxFo/H53OiA6IZOCE7u7u9PbNV6LRfqTiiCxni3ge64ZMva2tjT9s+gM6jY5L519Kg6MhKw5BoazIo0UQnqiWXZ44ShDmTdCmEcK+IgibSc/W/hgv7oyxtjtENKHeMJ+bYeTjDWYseg1KMMLS+jISWi/lU50EvUFsMS17B2JEAhrqay2YHeqY+4IgfBHfmL35zyr32RGhASwVs6DpKBRFQR/thZ5NaPp34Ny7Fv0LKwCYZZlIuPoIgu7D8BmqhiGIlFWEGRVHKPEgsUQcl9GI2eZEo9VBQrWCaDTWcq5mGY8Pvs3ffG9wUjzAkRY1e0ki4SNiqUmPH1QGso6V0BR2ZsgMlQp5nIH245qltv+5aKGQ1cJIoS7z1dlt8JnmKq45w839r+7kla29vLGjl9tfbefpjf18bKKGprlqJLdDHkEAtcAgsAy4HTgduL6EfgdNRDwCm5MOevuSfcLfjWHna+DbBR2rIBHDoDPBtBNg5qfw2aZiq1LtY+KKomYBLiTJ7Zs0le/XG/J88rfNf+POdXdSW1bLWY1nUecYu+1tlz/BDm+EmC+EQx/HG1U92vxhyS7PvsVdAPCFE7zYGmHl3gBdgwlMWjhqspErl9horjLw+AYFi74wOqmrMFBXYSDoFenF95ATVyNSUVSE5WokLgZA2qGiEVyNrGtVaJlkgjd+T3zHWzh2PY1z57+o1JcRrDyMoHsewYo5WVYRbszo9Wagn6hGwwS9K++hnVor51Ucz+Oe1/l3YA2KCHOcbR7F3Ezao33sTvjpa1tBna0OO6OLS/JhkskuC2cfWceJM+xs7Y/zXoeXB9/r5y8bXuT4WVXU2XUstNrQaMYma8hopZQF+CnAknz59j9CiOcP8JxKlhSCaJzoxtethqwoJftEfPMb6Ntfx9j2FjHPVnSeHZiAWHkTkXnnIo0OFOME9PPOwLDzBQYHB9UbjOJboKHtv44e14K00X4m/gAIDexBhAaQpvJhjh35tjMJmeB3637H4+2PM8Mxgy82fpFYKDbM0iF7DtnzGwlBtCtR4mhoi4bZSxyrUadmJiCehRZKRRBt3jjPtyms7ooRlzDFoeGs2UaaHFBu0VNjTtDrCw3DE72+ENGwkaA3WBAtHDIIIlUWFXhdC4gknWG8Wl1W3I5wpI9e3RQMk5axTTMXuwGsnk2Ye9Zi63oX257XkEJLha2RgPswfBWHEcKIPm6iWmMhqgmhj5vwZCCITEcMLQbOsCzimcRqXh/cyEBU4VPWFqL6IcSRyEAQ7cFuFKK097ajKApzTHPS7TLvFxg7BJG+Fsntfy5aKGS1kOvkUWrW5kwrCoBoKMicSisXL57Ginc3slax8v829PBMMMZja7tYOsXJkfUOphiH+PihgiB6AKsQoh74DlBKOMqDIikEMXda3YWpJ1QokH0ikUDbvxVr5/vQvhL83UgEonI6HH4OPudMbMu+rV6QzU8TVxR161XMCiKnnLn9T89BqlmNpaKoGY6TYrOrT0sR4Si6tbGX2/nBaz/g6fanOXP6mRw18Si0Gu2wMJb7gyA8UT8JbQi3ycFkq7F4RowiCMJs0PPO3ggv7gqx0yMxamMcU2dkYY2W6ZUq2kiNXcgRw20zofeG0+ggH1pI6YcMghhBT79177Nj3NOB0WgnXHcMvsoWfCKE0bsLo3c75u7VlO14lKodjxK0NRCsWUSguoWA0YzBbB2GIFKS0k9mPu5YOS/41uKXYU4qn4Y1D4LQBg3YNRYmudWErQ5z4Wwt8MEiiFwnj3U7O0dEEJnjpY6TqnO73UypsPD5E+fzf6cl+OkTa3hzt49/bujlmU19fHK2m4uOdTNnomN/z3fMEMS5wPeAu1EzWnydZCD0Q14SCXQdb8P6+6HtLawhL2h0UDMXZn0Wv2MGtkr1RyiVIlYK+yPJrMaR3t40e46IiiEOXeBt/A7PDlZ2rOQvr/2FbZ5tXDjjQr595Ld5qf2lMZ1eyvPNotFQqa/apzGiCegPJlj+ggdfRFJTpuGEOg2fmeXArBdZT8b5ZCAZ4PvAunQcAuJqJGrYS9xoJ2JvIKTzYYj1ETBV4Jn2OejagDXuxdK9CnPnSlxb/4Zr698IWScRnLCIsKN4GFIhBEvLZuHQWnnC8yaP7bqDL9R+nrLyQyZ6wKgl18lj3c7Okvrt7AuypruLgUCkoKOFQafh8Ek2jplVS9tAgP9s6uaZjX088d6rLKgv54y5FZy5xHVAQ2eWsgDvAIJAlZTy98lUQYeuSImucw288wJs+AdO3x7QGmDifALuuVimLoFkjNYDtuiOgazpXsPtG2/HE/Fw7uxzOXvK2WOW3TZTGstqaSyrpb9bwW4YHWPd5Y3z2vs+rkom1mwq13HcFBMzK3Rs7/Zh1mfPN8WUMzO+T7arnnWgujZ/pKVyBr01WrSValyrkM6DsM1PVxu7NhAtm4i3bCI9E47DIgexdL+LufNtyrc9Tvm2x7lV28ATlko0YQsJY352O921kK9ozfy1/2X+1PEXTjdeiBloi/SwN9qPLxHEpDm0zLHGWto8IeJa1aa4wW1hna/4vT653MJXlzRw7Un1vLgzwJ/ebOWaf27jNy+1cc7iej45rQx30RH2TUpZgGejer/9QwgxMVk+JGSIAVfgb9uAfu9K9HtW4gz2ITUGIg0fx3PYtzFbraAzMTg4SCwYg2B+T5wU68rMSJxpopbLcnPHkIF+fN2tJbPdXD1V3qHs4KZ3biISj3DetPNotDRmmaHlm3tKCjHglZvb2NTRh9U6MBR0ZDAOCZUT5vNIy9UB+v2SF3ZFuP3dALu8Ccw6cJoFZXrBV5qNgMQXihKNJWjzqJxSR5zJdi1KMI6OOA59nF5fMl5u0rMOwBuIfzgZ8AjtMs2e4qFBgj6VM+Z6rmkyzNKi4RABo5VA9dFEnQsxE0QbCxBc9wSHx9bD++uJmCvxlzUSLp9GQmdJm6sNltmxuZZydijGo8GV/G37XRxvOxF3VI8vEcQS11ITjxHY+goJSxXeyslZcz+UGHCuXioDVj1M4fAqMxDOii9czAxNGjWcNsvBZ2Y28/z6Pfxzs4+bn9vC714UnNrcztkLJlBXbjqoDPgK1IwW/wSagXtK6HNQJMWAWyYZLyx79ToQGqiZi2/p1dgWfgmjyYG2txd7MmMFlBh7N8V9MxlwQw7LzbBusCd5bnd3t2otUQLbLaSv71/PNauuQSM0fH3W15lWPQ0Y4nT2YPGYwoUYsNdnIKYxEteahoKOJLRgLRwUJ1MPxSSvtYX51dshOnwJ3BYNp083cHyjleo1akqizD5aexirTeV3Dn2chZOtaoobXyjLyw6Ge919ZBkwoG3zZHmrZep6o6mgl5zGXIFSfwLfaz2aqsRjnFHRimlgC66et5C9bxO1TcZf1kjMPSPdz2p0cb71BB5U3uRZ5SmszsXMNtcx07EUMdhJn3Yz4MdRJGM3fLAMOFfPNRvLHCOfntvP7XYX9YTrj0XYmZzbtIkufjKnkde39fGvtW08sb6Hx9Z1c8Ksaj7WUMaEUAwhBA6tIcvrbqwZ8HRUB9tJwPkcQi/hUiKFFhZeAJMXgdFOTJRDq5pIWSvKx+YguSw317yscgbeGj/MSMYqGo2nVVJebn+ZK9+6kpqyGs6fcz766AgeS6MUh1mHfZSBR7zhBM/uCvDy7jCBqGRepY4fHO1AK8AfimLS5ccik2winfct9bQ7LiOLNuxJavp0WRcJQMZivFPXSG/zCWqhdyuVHc9hHNiKS1lBovMVgt3vMFizhKiMY9Na+GLj13l069085nmdYCJCw+RzCDjnwMCeg3x2h76k0AWAEg/hjQcwG7ScPMvNFxZNYVffIH96s5Vn3++izmXhmOluDqs2snAfj/ehfgmXaYamVC1SvRfDCqHBvek0QaH4XpQ8qYByyyMhiNxtWK5pW6S3d79SnTzf8Tw3rL2Beks9Ny26iY2ejdlbtMjICEKJKHjCnrwIIubPs+UrgiD6gqr97tt7YiQkzK3UsqzewGenanFYBC/vLm6GZtENYYZ8nnX5yin9vxVBhHVuiKntFJ0bg86CKThIVBqJ6yoIJc3QEiIx5NWmc6GvaIGK+Wh9HZQNtmLq24S1cxVxrZGQvQG8e/iMcREv8iZPKe+g2fUAx1WfRTSZBii/J5wqBxJBFIohXGyM0SAIGIobPITiIrzZ6qM1tpXJTlPe8VKxsVJ1WtTgTSKm49z5FXyh2ckvnt3KG20BHnxzN/8ya+kbjHJqcyWhQV9qqDFDEIfsS7hMM7TcbXfKC00WMNfKVy6KIAp4z6XHyNnapNtlSKG6Z3ue5YY1N9BS3cK1h11L/YR6OhIdWfMbCUE01zaz27ebjj2D+EI19IT3UG0zYk3GJY6JPPFS8yCIDiXGE1tjrO6KodXAook6Tp1upcqq/pBL9YQzEhmGFvLp+er+WxFEkGbCyXLC50HYnISZn85ubAY0Wh0aoUnHeDBgQh9VUU+USQTcU+l1z8PStx7rzmeweLZgHdiMw1BOXWUzjxgN/LP7ERQR5XMOBxohcGXEuNaK8uH3yAG4FiPFEC40xv4iCG8cQlKbRnFWq3WfxjtulsJnFthY0+7hn2s7uOH5Xdzz5l6+dEQVXz++DsYQQRyyL+E+7CKl5A9b/sADWx/guMnHcePHb8Q34Bu5Yx5pdDbS6Gxk0xo9BjkBf3i3+rmjNBOaVm+cl9b7WNMVxaCFExtNnNBoQiNjBzzm77iMTnTxSsr06sLg1DmI+LdmNxAaAu55eKxT1ZekWx/F0LMeZ8crfE1oeMM9lb92/QP/YANfmXj0fmfs3hc5EDGESxWbQTMmMYA1GsH8unKmOjVMqHRx+4rt3PZKGw+szJ9qKp+M9iXcXA6hl3BZCCLPtruYnirni717MBBEQia4dcOt/KP1H5w86WTObDiTZzY9k47zqwSUUSGIdCqkaBRtPIQ2HiEYiDCYZLS5CGJdIMpAZ5Stg/282h5lfU8csw5OmmJgfpWgskwHMjbMCiLTE26vL4o3LDksiSBSVg8OoxhHEBlSMoLIKBfSE/EY2kQls03T0nW7c9ITRYKD+GM+YpEQWCrR2GcS1kygTB/D4tnMVZ1bmWiO82tgcMteprlPgyp1vHz3yIFAEPs63v4iCCgck3hfxwsEAkx3uPj1Z6fy9jYrj25QWD+G8YB7gSeSxTVCiIuAvGniD7YUQxClZCAuGHv3ACOIWCLGTRtv4unWp/li4xf5/se+z0vtL5FIqHF+fTpfep6lIojU2Hq9HrvNjjluIRBTiOs1wxCElJLXtu7l2Q2SNl8Ih1HwmSYDJzZZMelESZ5w8yZo03VlBg3RhGSyU91WNji1eD3jCCIlpSKI3HI+XaPVDavLDdpTVzGDzkA7keAgdRUzUPxb1Qhs9ioC9omsW3IHCztXcnbrr/mzJsAP2x/gd61uypo+AfYZIyOIns0Y+teo1hKuxnR419Fei2LtCtVZrQNZcYNhKI6w1ToygoDiaZFyy7nxitckk37moovUcRYBn1zczP0X7CeCEEL8R0p5rBBiABhIfQzYgbtGGvjDIKXE3h1ricaj/GT1T3il8xUunX8pp004Le1g4TQ60YTHxuum0jiRHsBu0FBnq2OHT0Uea9o8PLl2D7v7A7jN8JW5FpZOMhKMFLZoyCdNLj1OfVxdPDcIdHGZTjUPsMpTpPO4jKmogXqGgvY4rQ3UWhtUdmx1ogC6WABN1ERCb0Vq9PRNOp4l1j0Y+jfxp543uSCqcOebt2HTWdjRsJjdE2aC2YUrZmJYcqv+HerOMZWaK0987QMluXGDB7SRdNmhBW9cTaPlD8awj6GvSeq4A4EIjOFSUewJ+DPJ/y+RUqZNz4QQZ5cysBDiE8AZqPGEpZTyxzn1Avh2stgAOKWUX0vWnQMcAcSB7VLKOwscY78QRKazROY250AhiGgiyo/f/TGvdb3GWY1nUaWp4rkdz6WRQ7H5jgZBKD4FM+XUacuZY9Jgi9p4Y0s7T7/fwx4lSoVVz+lznCx1etGaNAQj0aKOGN6wBFS04M2Io51CBo54glhc4s0wNwtHxxFEek5jjCASiXhWhuPquGVY0J7MfgGNjYQwoknoiGps6azIkUCAWaY6flhZxfW9/+Lcxtnc5oXW9tfx7nmDRNkE/I7pTOw6HbSG7PjZcYOaE09RhuJnj/Ja7Mu1dekiWXGDRUbZ603Gro6H0CXCOLSRvA4X+4IgUvGKX94eQvGFCt5/Y+aIIaX0Jf/PtfsdkTALISzAHcAcKWVYCPGYEOJ4KeULGc3OATxSyj8m+8xL/j8JuBI4QkophRArhRAvSim35h5nfxFEbtCetF4qgsjMjDsCgojEI1z/3vW81vUal8y5hGnV09LZiTORQ6H5jhZBJK8P7/X5uf/pzaxt9+Ky6DlvSQOLp7oIDPqx+/1gLOx8ASlXYRU3NDi1OFJPvanj2kyg1QCJrM9b9f5xBJGUA40gDKFs541h/Sqm4osZ0VSrcU+MpjLiGjO6sOqS/zHbdCa4q7l08x+4yGXjwplfpbxvO+xdB7v/g/uBo+Hws9E0nYHLPXV4gKrkuR0MBDFSu6lut+rwkxNXe38RRKHgPkXmN2YpiU4BLgbKUBFEHTC1aCdYArRKKVOPI68Bn0K1I07Jl4F/CyEuQU3xmnq5dxKwSkopk+U3gFOAYQvwByq5mXGLSDge5oerfshbPW/xgyN/wPHu41kfXD+myCFTpJSs36Pw5No97OwdZFK5mXOX1NNcZaA8GTKxVJni1GYtkL2+fY8NPC4fnAwm/GijStp6IleWOKZxx8wL+N9N9/Gbzpf41uSTqJx0JKHOzeDvgTduo/z1W6HhaGj4GFjqhw9SQuqvcckWMbTOFWggxKvAZahhKQVwbi5OyNPnLOCLUsrTkuULgGVSynMy2mwE/iyl/IkQYjqqlcUsYDlQLaW8LNnupwBSyh/kHOMikg4h9dXOlufv/Um6LhqNotfri+oA3eUtGJOh/MLhcFp3dL5ONBolMPnjWXpuu9xyf38/Lpcr6/NIIsJvd/+W9f71nDfxPJa5lhEOh3k//H7eORWa72zjbIxGI6uV1em6sEb9+2ZMGFlUsQgpJQ+s6mFVj2CPP47dKDixwcgUl5FATGIS8eyxY37QJsuxBHqdZpg+zyUxZgTJCUfj6XJKn/7OD0lI2LZw6Dvo94VxJV2R8/UpNl53oBtj2QRi0Rg6vfqMkE+/tf1WAC6uvjhvu6ASxJwR+ScUDlFtrx72vRX7TseiXebvYm+/D7NJ/YMWj0bQ6od2HZnlQvqNb3iRUnL1Ume6rtrzLvqoQiIeI25y0Vu5OKtfZ2Qve3w7MZisuPVVVIoKYkKLd+DvAByumZj+XWwK7uUng/9GKzScbV6AExNLLFMxDrZj7V6N3bMeXWyQsLECpXoJivsIPLXHEg6HqRpYhS6qEI3GEBYX3pqlRa/FwfwOXm/1pc/R7/NTZisDsu8xXyRBLBqj3GoYVjevQmA0Glm5JzSsLhqNsrTelnXcBQsWtJJNi++SUg57d1aKGdrrUsp3UgUhRCmuyN1AJgK3Jz/LFAV4C0BKuUUIYQcmJ9s15fTdlnuA5MncBTB3Wp1sahrqkhkrt5AO4KyYnmGHmLFl2dyttm1pydZz2+WUV61aRUtGO6vTyiUvXsIG/waumncVXz3iq+m6SNJrLHdO+ebrCXvoDffSXNtMk089T1vMhk/nS+topnDjvzfz9s4ELquBryyexFFTKwgE/MS1JjXTbMYLC8WnYPfvgGRErUzLh0x9eiU5T8BDsRzS+gY90XiClsah67JqR2+6nLdPkfFebd9I+dTD09mPgby6vk+9AVyTXXnbdW3uonpGdfpY3T3dtMwc/j0W+07Hol3m7+L51duoSkZDSzlYpCSzXEjXr15HIh6jasqsobpKCwZll+odVz2HqvJpWf2qmEXNzo1ZfQIaMxaz6qwUjRnp0qkLS12slsvin+S2tmd4OLyKCxwLaJroAksTijIfndUMu99At/EpKnf/k8o9L4Cui4FpZ1Jeof4207/hGS1Fr8XB/A5aY1vT1hKwm6apybn6lLQzyK7eAIpPYd6UmrSewgzTq1QEMWDuyuqX0ltapuUet1dKuYARpJQFeIIQ4iFgS7J8NPCJEfq8AdQLIYxJDHEU8HshhAuISSkVVBzRCJBcfLVAJ/AM8G0hhEhiiCXArSXM85CSYCzI1S9czcrOlVx31HVM0k5iRdsKILlglnLlgTqbmnZop7KTVd2r0Gv0OI1O6m31uN1u3t+j8POn3+OVHW/gLjNyQqOZM5bMyophWm4x8InZ1fT29rImmR7cH4x9hBPR/HdJuHwa4fJpwxb00jr76Ah2E7aqT4SBaICJlnIuqzuF29pf4M6Btzhy4hE0uxaAskbdMU05hsGKw7FHu2HLM7DqD5S/fZcaZ3v6yVA2EqE8+JJpPWEoU2++TGuJpiobTVU2enu1uN22YVmbD5SUsgw0kO18MXekDlLKgBDiYuC3QogeYJ2U8gUhxI1AP3AD8AvgRiHENahM+VwpZQhoF0LcBPxaCBEH7sn3Ag4+WCuIfP1Sb3iDsSBXvXEVG5WNfO+w73GU8yie2/Eccb3KT7VRLdYS41PYY3aazc2gByWq0OWL0BWRrFF2sXLPZl7f4cFq0PDNoyfxpSNq+MebGwkG/ARzxuvt1eL1enFoDUNviXUJ2gpkLk6fX87vMJ/VwrgVxAdrBZGvXW45Ho1k9YlpooQoQxMPEEroMOir0AS6CYXU76wMPf8z8yLu2XQPF2y6jxvtM5mWey9Zq2DOV4gedxO8+wDlmx5G8/IvsZhchBqOZdA6HW+Og9v+WkHsa7tM64ktnjh6bSSvtURmKqRiKY4OuBVEhnxTSrkuVRBCPF1CH6SUzwHP5Xy2PEP3ogb2ydf3QeDBEo7xwVlBZEiq3Nraitlh5ornr2CjbyM3HHMDp0w5BQBrl7UgCik299TYzTTjdrt55J02Hl3bztu7utBrNHxj2VTObHbSOKkGAL1+W963uqlxst4SD/Tg7SpuBZFyvMg633EriFG1O9BWEKWM5+vdm1UX15gpc88AZhBTFMrsdujwIyJ+zNo4GG3UV9ZzIRfyl11/YfnK5dxceyZLMzJ9p3+ndTPptVyBZsZSaH8HNj6FadNjmLY9RdmkJRibPwO2GnA10mo0fiDfQWa5tbWVlhmT81pLpNrZu+N4g7EhfPdBWUEAlwkh/pBRlkIIg5SyvYS+h54E+tX/LfmzzO6PBONBvv7c11nfu57/O+L/0ovvaMWTDEmoYQgjeIJR7npqI/e/tpOEhKVTHJw+v57PL5ic/us7VuINS+IiQbnpwKViGZdDUMpqkIEAGC1Qpv5Bdxqd3HfSfVzw7AVctvth7rD8D/PtU/L31+igbjEB52zs8QHY/C8Mu16CXf+Bmnkw5zQwH3MQT2jfpcFtUTlvMqOGGmpx7KXUeMA/BXaiMtsQgBDiSSnlB8pmR4sgPFoXxNQFOC7KC25Z9gVB+KN+btx5I7vDu/nhET/kMMthWQtjqVjEnrCjhJW03rqni4ff2cufVu4lGE3QMtnOSbMqMBFBEw8Ny3acaWSeOX4KQWTNe3Ao43EKO0y2a9lLHK0UOPRavIFss7NxBDH6docqggjEcrbTwsZgWROxVDzG5G9fF9Rx08Kb+M5LF/GNjfdwU92XmJaRoCfliJHlnGQth9nnEKw5Dlu0G9PaB9C88GNmWusJtJ9AbMJ8Avoqejki7zUb6+8gHyos1s6pgcPcGhwOLRDOQhNZ14wDjyCellJenyoIIa6WUv4iZR72QcpoEUSk4ogslBDP2X7sK4LQ2/R897nvsju8m5uX3cxxdccNNwTPQBCF5gfQbFZRQyye4J7/bOTKJ9bR64+wrKmca06dy+4+Fcqm3sKmjpHPESM9fp52gJoV2Z+NHRZONmXZ/paSwWIcQRTXD1UEYbeM/HtMnYsbN7+b8lUu2/0gV+7+CzfWfZFlKRyRPLfMTBqZY1gWfgemHAk7X0a//gkMa+6BTU4MDcdhmrUAzOXp4+QedyR9X9rta9jYDwpBTMwpp7wODt2MlmMgIjQAm59OIovCl0mJKHz32e+yzbONb0/+NsfVHQdAq6+V9cH1wJAlQykipeQ/m7v52b82srXbz6IGF3d/dSaTLXHcblt6AR5LyZcsc1zGJVfK3c3cZ/tfLth4F1e2/Y3bLGYWO6aV1llnhGknsJt6mix+2PwvTJseh+3PwBHnoJnxxfRCfqjLWMaaKGUBjgkh/oXqiTYd2CGEWIJqinbj/k/hEBRX41DGZIuLeIG0RgOhAa546wp2+3fzm2N/g7VryCW0I9BBwpgY1WHbBwLc/tom3mpVqK+wcONnpnHmkmkIIcac86akwakFD2ilUPVxGZcCEnc14XYv5t6m4/na01/jW5vu57cNn2Mpo0j9JTRQOx9q5+Nv20CZbxu8c59qxjbrVDjqMpjUckDPY3+kwW2BXtDGdWnb4f2RUsJRXiqE+CQwB3hOSvmvZNWJ+3XkMZB8DDg3c3GWKUmJmYoRFXhdC4gk3Xa9Xm86WlqqnSfs4Yq3rqB9sJ3rFlzHbNNstoS3ZAX/sKIuyEpYKcqAlVCMf2/s5a1WL6ZIM5cfW8eZh1cT8Pvo6+vLOm4ug8plu6NlwE5znMMrVXMzNVtxfNTMdpwBf0QYMPnNIvNds2tnX8tP3ruGb+96lBuCgzQbp+VN/ZX5LgWys3YP6lyEjv4pYv4laFbehWPrY2g2Pkmk9kiiM86hd9YpIMQHwoAL6U4NHF6lxWsvEw9IAAAgAElEQVTU4NCE0+ZqKze30eZRg/TMrA3CGDJgpJRPAU8BCCG+KKX8ayn9DrQMY8CuxryZi9MM2FF6puKidVa46rWr6Ah08LOFP+OkmScB2Wwpl/lmziOlR2IJntvcx4tb9hKNJzh+Zg1XLTqCqZNr2NbtY12vF3tYjT/qTM49l0F5EkbW9SbS7UbLgFMpiaAwpx1nwOMMOFPf4dlBW7yNC1q+xV3r7uLqrqf52SQrJ9tb8o+X8S4lN2u33e0Gt5te6w/QnHodvPxLDO/+iQkvfhvWNsExy6HmmEOGAee2S92P3riBuBZimljK4WO/4wE/LKU8WwixE0gFjEjFAz4kFuBhkidzcTpu6RiZnfWH+rnq1avYO7iX3x3/O6bqR+/1k5CSN7b38vi7HfQHIsyr0/OpubU0uatxmNWvZFdvIGmHqMYfPbwqPx7IbZcpByIu6riMy27fbpSIQpmxjK/P+zoPvPtbvtf2CEaziWNdc/Z9YKMN6paAayrB7a9ibn8d/n4R5WUT4KhLYP5Xx+4kDoCUWwxo4yW6uCalWOtrk//fnGlulvRwOyQkF0HkmoppRTmh+F5kTDfM7CyzXa5eqK431Mtlr19GX6SPny/8OVP1UwtubQp5uG3vDfD3tV10KBEmO01cePhcaqrVrbctZstCDbpEGG1cR1u3n72dYWbWBlGS2/rM8VPtFF8ojSAmO03DPH3yIYhUVuRCmGAcQYwjiFU7V9ER6MhKl6WNatGENcSIcfOks7h054NcvuVP/GTSGSzQTs7qXxBBFIyzbWKwagnRhuOQGh2Gt3+H+ZnvkVhxA5rpZ9K38EKkxT3sWh8MBJFbzvWYy9D3Ox7wluT/twohNIAL6JNS3l6oz8GWFIKY11R7YSotUErcqa2NqyltQpZrdpZul0fPLcfMMa585Ur6I/3cecKdzK+eP6xdMQTR44/w+Kpu3t09gNOs54Kjp3BkQwXzrHPzBhdJbW1SgUHauvvxxg3YbRlmY3nilqZinS6cUZ3X02ccQYwjCBgdgvDpfCSMhdNl1er0/JZzuKrjb/yw43GurT2dz9qPHBqvGIKQfekQlnb74VkJQdWAPqfQ23As5uAONK/dQvl79yI2PgiHfxmWfgsKebNS+Ls6EAgiz704ZvGAT0SNOrYO+KsQoqxQhooPSqTQjhiTd3+kK9jFlS9dyUB4gBsX3Zi1+I4kg+EYT67dw382daPXajj9iFoWT7LgdpUWNCUVJORx30fa6m9cPiDxhD34I37sI4RmGil2dZnWxJ0zL+DiTffyo/bHMZnNnFQxLJnRcOnfoSY2CPnS72zyyuRF8KWH8Gx9i/KND8LqP8Gq+7FNPRmOuxomHj7ysQ5BKQVYnArMBC6VUj6UDKhzSEgKQdTW1tIrKmCE7eW+IIjOQCeXvn4pg/FBblx0I7Wa2iyTsPV716N0JbdXvij1vWqgasU3yIpt/Ty3qZ9QLE5LrZVPz63BbtKplg+K+mNOpRrKPW5qazMS0sjUvcEYA4MRFJ+Szt5a9FqMI4hherG6jxqCKDfYUMIqTrDFbGnMkCmleHAqgWDS6gdurP0C39n1EFdvfYjBwCBLdA1FEYQqOjXFUR5v1mHpjjRu4kt/hGbeNzCtewDjew/BXU8RqTua8Myv0otqh38wEcTefgVvMIbDrBs7BJEh7VLKkBAi9SLukEm3mEIQs2fPvnCst5AAIWOIy1dcTiAe4J6T7qHZ3TxsS690KWl73wE5QEVFBc9s6OS2N7roGYwyZ6KdLyyYjF0bK5pqKHdOqa1NGmlkpFRJj5FRTqGKsK+feVNqcLttWePl1ccRRF69WN1HCUG0TGmihaGYvb42Nb70aANb2XX6dNkO/Jov8909j/Ljjn/ww9rP8rliCGKkoFT5rHeSeJGGG+lruZiKHY9jeOP31D57IWxaAkdfAc7DDwqCmJdQg76nYgqv29k5tggCmC6E+C4wUwjxLaC2hD4feukY7ODKFVcSiAb41eJf0exuLtjWaVR/2O/5uzjtrr+zvmc71Y4Yl31iFnNr1brMWBUHQlKoojzYTlPVuNnDuBwc8YQ9rBjYjitmoiwYZHeoj0AgwPL6T3NT67/4SccTmHYs5lMcmMBO0mhTF9wjL8b/yu2Urb0PHvo8TvdsOHY5zPoMaA6cg1FTlQ2nJpxenNft7BxV/5KioQHfA9youduuHuUcD5hkIYgMLLC/W8j2wXYue/0yojLKr478FZVUpsfPRA61lloGBwcZCET51/u9rGpTsBkHOXWehYXVLmZWTaZD6QBGznacO4/RIohUu8zt1YjXYhxBDNOL1X3UEERvryZrvoqijApB1FpqUcIKe3199EcFpogJbzxIJKx+BzfUfp4rdj7MNa9cQ2DiqZzknFsAQRT+fRfLuJxb9jacRqj5LIybn8T4zu/hkfOIOacQnP8NvDXLhq7LGCKIXP1AIIg/ANdLKa8poe1BlQOBIHZ6d3L5W5cTI8Z9J9+HXqNnfcd67AY7dbY6FM0QcuiWHlbsCvLS9j0ALJ1k4uyjZ2E26NJBdVLbOsjeYg0m9HT5wsT8CeYlc6epaVDUcgovFEMQqRQrVmvh7VXRazGOIPLqxeo+SghiWKCZoB0lov6+U7s6KIwJWqa00EILK3xbCQQCWCwWLFgIaFW92unm5ilf5hrPCq7b8yQGs5E5emfpCEIXg76VaEU55e4he/sRv4Pqb9A783TcPa+je+VX2F68GkvZBLRHfweO+ErRmMR5xxtFu4z7tCQEUcq+ICilfDdVEEJ8ZAMGbPds5/x/n09cxvn14l8zwzUjbXTuCXvY7dsNgE1vZ+2uKNc8/h7Pb+mjpa6c60+fy8frzZgNpRlid/nC+MMxvMEYu3oD7OoNMBCIpMsjyWSnGii63GJgstM0YvtxGZeRpM5Wh91gx2l0jiqAVDExafTcevytLLJP5f+2P8KLoc0l9Ys76lXnqUA/Wm/r6A+s0cKc0+Hrr8CXHyVhmwhPL4ffzKVm68MQ8o48xj7KQM4ur5iUslq8LYSYKaXclCxfDfxsXyY21jKWCGLdnnVcu+FahBDcfOTNOBNOent7UZQho3MlrLCmtY9ntu6i0xemscLC2YeVM2NiOcRDWdurFFpQFAUlohAIDi2qg4ODBAMSLaBL+pODmhRPlwhnxXsohCCmuDXpFCteb2QcQeRpN44gRocg7NiZY5qDw+yA2HAkUQh7BQKBdCojIK0rWrW/3jPIzyd+jqvjf+M2/0uUtdr4dPnhRRFEv2s6cUcTBuWFklOCFfwOyo/A+4m7qRjcguWd31O76R4SN/+F0Nyv4Gv8/OjHK1Ln1EbxqO/PxwxBXI+aFQOGXJEPiQV4rBDE5v7N/HDDDzFoDdx70r1McUwZcogIqtsiX1zP395pY/0eL1U2I//78anMry/H5xsyTM98w9sfMLCzO44vVIPWoKfGYae5tjn9FG2OqYuHVWstat1QCEGkUqTkthtHEOMIIt94pSCIXD0fkkjhNyvWdDuLxZL1f0pPW0m43dBXwe/tF3DR6tv5+d5/YjQbOcE6a+R0YaNICVZMB3BOPQXmncL7L/yZ2X1PY1l1Bw1r70e0nJ906pg0qvHy1c0b0sfMCuLHUsqbUgUhxOeLNf6wyab+TVz47IXoNXruP/l+6u31WfXeYJRHVnfxVqsHk07LZ+dWcsphdVlZh/NJmydEXAsGJlCurcehjbBjj4H1Hg9WTYyS0yKPy7h8QFJnq1PzFxrV9x8DsQF8OvWdhk2bbWkjIn5I5pIDIOwbFkvbpNHzXfuJ/Db2GtfueIzAhE/yFfuyg3Q2QxJ0Tofjz4KeLYRfuAHTyrth5T1w2JfQzDkvbfp2MKRYMB47EMpZfO3A2wdjYqXI/iKIdzve5doN12LWmvnxnB9jjVjT43T3DXDfmx384b11xBIJjm4s54SZLoiGCQ4OzzoMuUbmTtKZXXwh9g4OEtMY6Q342BMfwGgwYtHaGNSUZt0wLKOzcegPQCEj8xGvxTiCGKYXq/uoI4hcPRdJyISk3lyfbpc6Jz9lRBL9yLiWBGUENVqI+1BiOjxaV5YjhohJrptwOt+PP8qNe58iISWnu1oKZiwfTVbyUceCEC68C79P+aJLMa++G9O6v1K+5iFC004luOBivNqqksYroO83gngS+KkQYkuy3Ak0A98HPlWk30GT/UEQ63vX86P1P8JutHPvSfdiCptwu90kEpIn1+7h50/tossXYcEsByfPcNJUq/bLzWgM5EUQMX9+tGAIzmD3wDbMFguVxomYY+MIYhxBkLf8QSOIUs+xLDgDxTYBS/K3n1AULHY79snLiKQcl/rsEOinnyCVThe32b/Gt9+/j5s6n8ZoMvJJa3NxBJEbMwKyy5Uz8s+vZ/Owdrn3iMs9FRpvgxN/QODFX2JZ/2dMW57EMvUkjJ+4BiYcti/XZb+tIP4jpXweOAs1RXy1lPJ14PWRBj3UZV3POi589kLK9GXcd/J9TLKp7Oftnf2c/vvXuOyvayi36PjLRYv51nFNVGUEwMmVLl+ENW0e1rR56MtJYJlPqs31zLAtpNm5hGpz/Yjtx2VcPhLiagSLi5hejdtt0Oi4ftLnWVY+i+t3/YNH+1cW75+OGTGg6rnlUvsVE1sNgaO+B5e9B8dcib7tVbjzGHj4i+g6V4/+nEuQYk/AEiCZgLNGStmW+fmhIPuCINb3r+fqlVfjNDj58ewfYwwZWb23nZtf2M4ru/xUlen58SmNLK3VU26XvN5V+E0wQHufQlyoW8rQYCQLQWRKqVmRxxHEOIIoph9MBFHqORaylsgKgSoqoKKC7j4HTlGBQVlDNBjm2prT+L9YnF93PkNCSr5QsUgdPwdBqJIbM2KoHN/yJtE976NYrcQd9Xi1len+me0ivb0lOGI4YN438E34NFWtT2Becz/OLf8m8tZRBBZ8k9jERXgzPFsPFIKoEkLMQrV8cGXoVUX6pEUI8QngDKAbkFLKHxdo92XUJ2yblNKf/GwXsCvZpENK+eV8fUeLIN7rf4/vrvwubrObe0+6l8AA3P5mN398Yxc6jeCKE6ZzwdGNmA3aYVYQhd7Wmox+zMm3v3uD/hERRD495VBRbjEMqxtHEOMIIlM/FBFEoXtE0SlsCG3AblA/r7PVYUw5QfQN9bnFdh6XbXyAW7qexWAy8NUJxwxHECPFjJAD+LQRbDojyAHijqas/ul2bveoYkFYZ/0Ijr2CwZdvw7rmXgx/PxvqlqA/7CIcjaeDah22zwii2AL8ZeCTqIsuwDGp80B1Ty4oQggLcAcwR0oZFkI8JoQ4Xkr5Qk67WcDsPEP8QUp57UiTH42s7FzJ8reXU2Ot4Y7j7+ap1UF+8/xm/OE4p8zXsGRKkEnVHewNaGk07Htoy72eIF2+MI5IdUmZKCY7TakUJmowD5+SNuT+yHq8jMt/haScmOzY8YTVp29fyKd6hw68T8VgmLm6evQWF9dNOoOfdv2TX7b+Ewl8qmLhqI8nTeVgsY/ccLRiLCN4xAVYl10Kqx+EV3+D4/+dD6t+C8dcBfsw15QUW4CXSynvzv1QCHF+CeMuAVqllKn94GuoL+7SC3BykV4OfB3IdXM+RgixHLABTyfZ8z7LP7b+g+vevA6HwcEpNd/iy3duZFdfgCPr7Vx72mF0xd6lvbePnmCcnmAPu327scVsw/4yjiQh6WfnQA+JuIU6S2lZU6dUZD+JDAx40guyY3wFHpcPudgNdpZNXsaKthUAdEW6iIfjYLQSCASYa3GBqxGdsoZfNJ0N2x7mptZ/4jPX8i33tz7YyeeK3gyLLoT55+J7/R5sq++Ev5yNs2IGHHs1zD5t1EMKKcce6QohzgK+KKU8LVm+AFgmpTwno82vgVullDuSoS4zEcQiKeXbyUX6XeDTUsptOce4CLgIoKqqquWpp55K14XDYYxGNb7Cu/3v8ru9v8MibAjvx+n0OJgg5nLuYXZml0tMJhOrldVEo1EmWSfRFenCH/djTBhZVLEoXafXq9wuUwfY1BNEq9Xh0FbS5d+NyWzGoa1kWdVEjEYjK/eEhvXL1OdViPRcc+eeqb/e6ss6bma/zHb9/f24XK4RxwuHwxgj/aBLlqNxjHptUb1Q3fR3fkhCwraFP0m36/eFcdmKj12orjvQjbFsArFoDJ1efUbIp9/armbKurj64rztgkoQs30IQYTCIart1UWvy4jXbB/aZX4ne/t9mE0qcolHI2j1Qy94M8uF9Bvf8CKl5OqlzqLtcsshvxdTmSP9eUxoqbabxuQci90j0Wg0fR8B+P1+ysrKsuoALG0vodfrickEv/G9yGuRHZxZfSZnx8uL3n+F6rrLWzAajTg6X8+q89Yszfo+NH1bsUV71HOy1uI11JT+3et1uPa8SPWWB7EMthGyTqKt4QsoDSezYNHiVrKzNN4lpbyLHDlQ3gDdqE+vKbEnPwNACDEZKAe+kPSwA7hcCPGUlPIdKeXbAFLKgBBiDXAUkLUAJ0/mLoDZs2fLlpahjKwpfvtS20v8fsPt6KWLrvZjKdNZ+criSfzg2BPRaTVZcVAVReHUOacCsKJtBYqi0DKnJV2X4k65Zmg98T2YLRaanUvYtn0bTVObAJhepTLaAXOX2s+npBlupp5qlzv3XL01tjWLFWf2y2y3atUq8l2LvPrAarAmy75QmsUW0gvWbdATjSdoaRw6j1U7etPl0Y73avtGyqceTtAbTDPcfLq+T73ZXJNdedt1be6iekZ1+ljdPd20zGwpel1GvGb70C7zO3l+9TaqKtUXREFfNg/OLBfS9avXkYjHqJoyq2i73HL3zo1ZfQIaMy0zqsbkHIvdI5n3EcC2bdtoamrKqgNQEtvSfW6TU7mi7Tke2fMIEyefzBeqFhS8/wod11kxXZ3f5u7suhktWd+HsnIbdl3ygcVipjfVr+Trsojenq9h6X4d08s3MW3DzdDxGECvlHIBI8iBWoDfAOqFEMYkhjgK+L0QwgXEkhYV56UaCyF+jpr80y+EOB7QSyn/naxuAraPdgL/3P4s33/1amKhaoIDx/DJOXUcXW+lqqIc3QhebKWKJ+whEPdhxjJy4/2UXFYM4eIdxmVcPqSiE1quOewaTEYTt+x8imBliG/bP3ngDri/GdOFBuacBrM/i/edR3CsKT1j2wFZgJNPrhcDvxVC9ADrpJQvJNMZ9QM3AAghKlEZMMByIcSdqE/K1woh5gMTgceklK/mO04+M7R4QvKzVx/lReUO4sFJLNBdwnHH+XFZ9clUQMowE5SUGU3q88zy1o5e2vsUTEY/JmMIqzYGkI6FqonpMcccKD4lnZEYhszEMgPrpCQrHrAx+49BIVMfly6SDr4D4YLtxs3Qxs3Q8pUPtBlap7dTfeFmsOc1pUyZZ+bGA05dl+jgoGqri/oyza/zc/msy4n37+aunhXESfC1ymNKjlccGFyNslO1/5Wm8qz4wpnfR7SAB94+XxdXC9HT/gIXVY1NMB4hxBTgV4AP+BdqiqIRX4pJKZ8Dnsv5bHlOuQf4afJfSjqAz400frJ/lhnay1t6+MHzD9Bv+SOWxFR+c9JtTLcbWR9cn+5jt9uHmYykzGhyzWrcbjeDW3TEhR6HuZ6I6EFoYvhCNQyIScyunE7M3zksIzEMmYmlUgtBfjO0XHOyzHkU0wvVjZuhjZuh5RvvQJqhNevUbDF2uxozYn3H+ixMkHmP5aYkSo0xMHE2NqkuwLgaiQjVDO0XM89BbHqIe3texmAwcI5jcWkpk5R+NZ5wVb3qBLJrTdJcrQ/PwCrcfV5wNaJYrfk98Pb/uoxZMJ5rgFuAZcA/gN9wiHnDReKS8+5/m1c7n8Y84TEaLHP462n3YDVYs54GC8leT5BdXX4soiu5vc8Wq0HL9PImoAnFpxCXJtVUbOShATU+qD8YK8ksbVzG5cMmjc5G7LGhB5v1HetH6DEkOzw7VHO1qEJzbTONzqQJaPK+1QoN10w8FaPByO0dzxMKh/mO7dNkvDtKBv2BYcuZxQUzTlH1XWvU//t3oIsqGX0+WCllAd4kpXxJCHGklDIihGg/4LMqUVIIwlDTxDt9T2Ge+BjzK1q4evpygkqQIEG8Xi9KKBsD5G5Dd3UN0O8P0Nbdj+JT0JUNIYhgIEAoHMpCCZlBdoYF48lBEA5tBCUeQpcI49BGaPOE9glBlLoFGkcQ4wgiX/lAIojc8mgQxPqO9Vnxsu0xe9Z4BkUh6unkqrJFxKNR7u99hVhskG+ULwazC4/WBTF1MfVoXaD0Z80hkgc1BDGjxHSQJwXTfiOIMfSES8k8IcRiwCSEaAamlNDnoEgKQTgbJl4oKh/jmEnHcPOym/ENZG81U544MOShs9u3GyWk0FzRjNliwQVMrlJhvC4jHVDKy62QF1tmOR+CcLthIUNvTb3vd2X1GUcQ4wgiUz6MCCK3bO2ylowg1EzK9rSVQu692dhweLrd9TOXIVbdxp+6XyZmNPHdmZcR0VSmYwVHenux963MGptkXSZqKJaZ+VBEEL8A7kGNNXwi8D8l9DmoEhYDzHMfy+lNp9Ph60BNjl1Ydvt24wl78Ef86QDp4zIu4zJ2kvJ804wyG3Luvdk4eRkRUQFuNxrgOwuupXzXH/jj+38kuLWKb00/xJw1RimlLMBuKeXSAz6TfZAUgrDV2zhxwol09ncS8AeYY5qTbpMPQYD6w9BGtSiKMgwz6GRxBJEpIyGIzHnAULbj9OfjCGKYPo4gPtwIwp6wo4SVtF4MQaSk0L2ZFdAH1eLivIbzEFHBA1sfoNfTy48W/gidRofX603HHS6GIArNAQ5NBPErIcRjwL1Jq4VDRlIIon5G/YX1lUOhHR3m7G1ELoLIFLvdjtmr3sgpLLCvCGK77CSuVZNlFkILKauIcQRReLxxBFFY/zAgiGaahzkw2INqPIiwJlx6VuQMi6Xc415ZeSUV9gpuXnUz1793PTctU/NGpBhyerxRIoh4vIfyPjUEulaUUy5jeeMOl3BdxgxBXAK0Ad8UQtiAP0sp3ymh30ETgRi5UYkyEIjQkU4bVLo0uC1sM2gotxjGHSXGZVxyJJVluUxbRp2tbtToL20toSg061RrifObzyceinPLhlv45gvf5EfzfrTf89R6W0Gn3vvamAJyIBlP2KfGE85YgMdCSlmA26SU7UKI/wBXAg8D08d0FvsoKQRROakyvaUA0hmJoTCCSJWViEKfbxBNTJ+2WOj1qGmDntzwJH2+LjQxPYpPwRuMZWU3zhzTWaVlXoVgepWWXEeJ1DxARRB7+9WxHGbdfw2CiCfAEzMSSZjoDA/9wUzIoXJKt+oXE90TRZfQER2MAuTVvzVR5X86X/52TrOT6J5o+liOhIP161UTqUQiQWdn5zC9WN2+ttNqtenjukSceL+KRfRSEu8f+t1mlgvpVxxZRpcvSlDpB6E5JBFEPt2OnWZzMwajAXvMXjTjcmY5hSA2hDbktZY4tvxYTIeZ+OXaX3K5/3J+M/HT2LSmfUYQg4ODpMyc8sUhzpca6UAjiAeFEE5UB4nfAU+X0OegSApBNMxouDBzGzESgkiFjDTHarCbQ1TYyjDHHCycMZmFQHDVALsHVN/0ClsCc8zBvCk17OoNoPh0aT09pk3dKpUSZ3Rewpju0+C24NCE/ysQhC9hpqKyErvDjkE7FIwnmkig12iydF/Uh85oJxFPpDFDPn2Pfw8ANeaavO2ioSh6U3bgFrvZntZHG+BlX9uppovqTa0EQuh06m0n43FExrXILBfS2/sDVPi9yEgQjU2Nc3GoIYhieur3OVKc7VQ51dduyLaWyBzznKnnUOWs4uqXr+Y77X/mzpkXYMU6HEEkn2y79Xq1LtCP0Eaw2ScMO25BvYRzHGsEEQY+nxuN7FCWVl9r2vvNFrMNO8suXxh/OIZD1FCpdVHpHHIZBjVtkDlWzrLJ04j5ulB8Ck1VNpqqbPT2anG7bezqDeyTg0VTlQ1nxqLb2/vfgSpCcUFDuZPYAYi+998kQghMZXaCPcrIjf+L5MSGE4kEIlz7zv9x/vt3cPOkL2VZQ8Ud9SpOAMJWs+odB8iYTtVHSld0gKSUBfgsKWXabUQIcZKU8pkDOKeSpRCC2Du4l7hefdmljWrTTx+ZyMGitaHThLOsG9KxIHxDVhCZOgxtMXIdLHpLSnVSXB+LdocsgtCaiUlJPCGBRLpdZjmly4SGRDyBjEsSybq8enItL9hOyrSlBKiHiUZVJBGPD7mIZ+rF6va1nZQyfVyZSCCT9YlEIstIK7NcSFdPWiBlgqDP86FBEOk5JX+fpSAIJaLwpPKkalWhKe5MBTDLOItf1n2Jq3f/hYt33Met8lxcFcl22kriDjUKm7dvC73JFElenZeIcGBQ1gybRz79oCEIIcSNydgNjyXj9YKaHaMOmFqo38GUQggChrYOiqIwmNAPQw75MhKntztJS4VMq4XcLUaugwUM3/4fyK1cobpDFUFEoiKJGoaQgyqZZVUPaVSMkCADO+TTkyhZaEXedkIMfQ4QT8Sz0EAhvVjdvrSLRCLpsogO4QQNZCGIzHIhHQRCSITQpJHCRxFB1Fpq8el8eMIelLAyrF2h8Y+1n8bdZQ4u3ngvF7c/zJ2zj6epvCmrXd77NDd1USF9jBFEMSvpVDjId4Hzk//OAx4dadBDTVLIwZCooVI7fzwj8X+hrHx7JZ866VMsXbqUa6+9lssvv5wzzzyTUCg0cucMefXVV5k/fz4rVqw4MBMdFwDqbfUsm7wMp9E5cuNMqZzBYQu+wa+Pug0ptJz773NZ071mbCYV6IfNT6up7sdICj4BSylfTKp3SSlbAYQQ04EXC/U52JIPQSgRhbZeBfaqX5xVGycY16KFLOQAhTMQl4IgUlJo+z+OIIYjiGgi8YEhiJaWFj72sY8RDoX5/ve/Tzwe58wzz+SRRzytv7AAACAASURBVB7hzDPPzDrHYmjhyCOPpLm5mVgs9oEhCCn5yCOIlCVTsYzLxY7llm5uWXwLV711FRc8cwHLZy7nOI7LmkNmn1wHjlw9FXNCdLciFYWA1oWyUyWzAa2LXo7IncOYWUF8EUjlmtkNXAocEgw4F0Gk7Avb+vbgMNfTH9nLYDySdqawaotnKh4NgsiUcQQxOgSxrt3HQEBdkGIygU5osvRgPIhWH1IXniSeyKf3BdUsC+VGHa4yI0fUOYoiCARoNJo0DhgYGGDixIls2rSJm2++mblz57Jp0yaWL1/OjBkz2LhxI7/4xS+YM2cO7733HmeccQannXYaGo2GF198kb///e+sWbOGhx56iNraWu6++262b99OeXk57e3t3HHHHeq5jyOItF4MQSSM6h9Lp9GZtmQqhCpKOdZU91QeqnyIi5+/mJ9t/Blml5lTp55aGEHksYpIHTdScYQac2Jz0ggsFe4SINaPXfZlO2zsrxWEEOKzwGnAYUKIhuTHGqB2pEE/KGl0NtLobKR/z1bsNjvrPT0Ec57gcmU8A/F/l7z99ttcd911PPXUU1x00UUcf/zxLF68mJtvvpmlS5eyYsUKli9fzhNPPMHXvvY1fvWrX7F06VI6Ozt566230uNMmTKF8847j1tuuYXHHnuMSy65hLvuuotbbrmFpUuXsnLlyiKzGBdQd6uJcAKn0ZlmvvD/2zvz8KiK7O9/qjudJgSSEEJwhGEbQAybTDAiKiKouI7KjCsojiIzimImIKvRgLKKCIwLRgaZ0ZHxVXEUBDc08jOikCASwFERSBCFEEM2knR6qfeP233T6fSWpLOR+j5PHk5VnTp1crm3Uvd7T51ybtqwedfzhUNFh9h3Yh9RFdpCzBUB0TmiM+vGreOBDx9g7udzKbIUkeDtIPb6REW4TtIoKdH03TdsBAl/K+A9QBEa7/tPZ50d2B+09SaCzSHZc7QIW2ntfL7l9lKkzUb7sNoJetyP+VEnEDcdEntE63LD4oC1P55nRcTVXOn6QVJSEqmpqYwcOZJ58+Zx9913k5OTw4cffsj27dupqKjQD43cu3cvv/ud9r35rLPO4pprqo/FcZ1rFhcXx5EjRwBYv349y5YtY8aMGdx1112MHNkiU6i0CPTo2EOL6TU7J0xbzVWtiyLw1NtXooWXeu6MyyvN0ydqgEERg3RbHcI7sOT8JSz/djnLdi3jurjr+L38fc2cwl3OgS7naFEOcXFQeEg7oSPMFvyRRe1jtQm8DvDHAecCuUKIL6SU+nYiIUQf4FSdRmkkuDjgTt27UlBUytGqwhrJbiJs0RhshYiqMCKI5nRlTZ6pd5xBP+anuLiqBgf8S2EJG7/6geIKG2GO4LhdxQG3XA5Yq9DoC6vVykUXXURUVBRvvPEGgwcP5vrrr2fIkCFYLBY2btyI1WplyJAh/PDDD8TGxnLs2DGys7P5wx/+gMPhwG631/o5fPgw//znP7XDJhMTueWWW4iNjVUcsLtPzvsziigGthtIdEQ02Hzb89RzPdv7SmrmEQYt5NRgMVBiKamxGxagoqyCWQNn0U62Y1PeJhyfOkgZlEJZac1r5hrXKDpRaf8FaQvDLjoFzRW7ySHjgM3OY+W7OMujgMuD6NfocHHAZ/2u531xMR35bUz1X6qojlFEdUygi7m719OIoXYiHJfsvlstqqMW86s4YHy3tYIwtOysbDK/yMRhc5CRkcHo0aNZsGABkyZN4s477+SFF16gd+/eHD16lNtuuw2TycS6detYsmQJn3/+OT/99BMzZszg66+/Zt++fWzYsIH+/fuzZcsWTp06xeHDh9myZQt79+7F4XAwfvx4unbVdqopDrg2B1xfe+65ht13xrngkj13w7psLBy9ELFV8O7RdymnnJkJM72PGxdHQWxfPdew3RVuGmy4Wgh3wr2AFoo2CO2Mt6Ig+rRYuDjfTu3DferU3q0W5NlDCi0WicMT2bx1c42tyCNGjOC7777zusUY4Nxzz2Xt2rU1thj36tWL3bt36+W33npLl1966SVd9owXVmgeeEviM77reAb1GcSSnUs4XnKcF8a9QFxEXGBjjYBgJuAcKeUzQohwKeVLQojOje5VkHBREDHd46koL6fEWPv1wD3xTYzRSpEzQijaqNEOLoTi1UtREC2cgjhDdsKdCRREfe25dsgBXk9g1vs4KYh9J2ofeWSxWLii5xW0T2zPgt0LuGPTHSxJWkKPDj0C/h7hJSWIylNUVlTnma489XON05edpzuHjII4x5mGsosQ4mLgMpzHyjc33CmIHp366qsbqE524y7HeCS+cd/FBg1/9VIURMulIEDthDsTKIj+pf1rREt4nsDsSUFEVdRO4uPy4Ya4G+hs7sy87Hk8tOMhVl22il7Rvfz7J8+DwkPIkhKinMclAXSMioLYPthPnXKd7hwyCuJd4Dy0NJRrnT8tCmZDhNedbW018Y2CwpmKnh171pgU63ICszcMiBnAv6/RYoWnfDSF2UNnc0vcLb47eEZLgH5kEoBdVNcHg4ATsJTyHbfi74UQA4IxLIS4HBgP5Gtm5HyP9luBG9DC3c4H/uVaqgshJgLD0MLefpRSvuhjjOuB6zuf3cPrDreCAmO9XnP8tSkKQlEQddVTFISbTw2kIDz1fFEQ+4r2UXKihJKqkhpUhbekWdHR0ay6YBWp2ak88fUTnKg4wW19bquZY7zu/jU4Gc9jPpoCRkEIIdoDa4CBUkqLEOItIcRYKeU2N7UIYLaUMk8IMQz4f8AmIUR3tMTvw6SUUgixSwjxiZTyB89x9COJ+g24z5Wj91R5FTaDTc/RC/V7bfLXpigIRUHURU9REKGjIDxlzxOY3ZNwOcwOukd1r0FVuFMQ7vbiiGNd13XM/GQm6f9L55TjFH/53V8a4l+DKYghgLeZO5goiAuBXCml650/E7gW0CdgKeV6N/2+wAGnPA7IllJPHLsDuBqoNQG7EGky0DfemZS3AIz2sFobMhQUFNoWYswxjP7taCA4qsJsNDPvvHn0ju3NP/b9g9xTuay8fCUdw+uQ8LuOENJHgmwhRHcp5U/B1nvo3A7cKqW80VmeDIyWUk700IsA0oDRwAQp5UEhxBygq5Qy2anzJICU8lGPvlOAKQDx8fGJW7Zs0dssFgtms9mvXN82f3qFhYXExsaGzF599Nx9CGivqhDCnGWrHbPJ6Ff21dY/6zEcEg6ev0DXKyy1ENux2nZkTDx9+/ZFSlljB5J72SXbHFaE0eS1zV3Or8oHoIupi1c9991z2VnZpKamYrPaGDOmOilLZWUlS5cuZdSoUWRkZGA0Gnn33XcZOnQoPXv2rGHPYrGQmprKyy+/THJyMjabjW+++YZZs2aRlJTk1QfQKAmjcwVrtTswCEFpaSmzZ83C4bDzwpoXff6OnvLx03aQcPr4YQrLKrFbqzCatJBKd9mzXFlWTLsO0Xq9TRjpGtXO7z0S8P6ph56vZ6S+9nb+uhOLQVvnmR3mWqeSDIsapuuZTCa6hnflx8If6dChA13Du9JZdPY6bkZhBv/6+V+cZT6L5B7JRBNdJ/+GDx+eC7jHr6ZLKdPxgL+dcD8BCCEWAFvQ8gA/A/ydwFEQ+YD7n40oZ53nGBXALCFEX+BT5y67fLQVsXvfWqdxOH+ZdICEhASZmJiot7lHN/iS69vmTy87OxuXH6GwVx89dx8C2jv1NUQ6y6WVOmXgS/bZtt+E1e4gsU+1f9mHCvRyQWklJ61GIs1hNbYeg6+tyBWEmdsH3IosbNqkFBYeFvBIohEXj+CSUZdgtVhZtGgRVqsVu93Oxx9/jNlsJjs7W5/ktm7dym9+8xsSEhJqxPSGh4fzyCOP8Prrr+s2Nm/ezNKlS9m8eXOdjiTqZG7HHRMn8u9/v0qYWbuewRxJJMorQEgMYSbie/emorT6lGV32bOcf/hb4nufq9eXGyJIPCfe7z0S8P6ph56vZ6S+9jiMHhXR0dZRl11RD4m/1cY6tv9YNVVRAXG/jaOjuSP9I/p7HTeRRIb8bwhpX6exMG8hacPSGHnOyFp6fuQCKeVwAiCYKIgqKeWXQojlaNEQ04LoswPoKYQwO2mIi4DnhRCxgE1KWSKEmAE87aQafgLi0HjhD4CHhBDC2XYh2qSvcIZg/pYfOHBc+0DkbaVnlzaECMN1+oOG2nKVXVv5hBt/YcBvOjL32uDPirXZbMyZM4eVK1eyceNGUlJSyMjIID8/n2+++Yb169fz5ZdfMn36dL92CgoKiI+P120mJyfTuXNnysrKOO+887jzzjux2+0kJycTFxdHcWkZxUVFrPz7s1r/kwU8nvooO3d+xc1/upl77pvC9999x1NLFzMgYSAH9u9j1qw59B8Q1LfvNgf3qIiCggL9KDJ/6GDsEFSe4WFxw9hw7QYe/ORBZnw1g0fFo/yp/58a7LM7gt2KfA6QL6U8KYQoD9RBSlkuhLgfWC2EOAnslVJuE0IsAwrRVtBm4DkhRB5wLvCwlLIEKHFO9s8IIezAWm8f4KA6CqJbt27Bf/l3g4qCaJ4oCIeUuKgvCeApSwFC+9rvOozFl6x3cUY8BMoF8cknnzBt2jSdFrBarVxzzTWsWrUKq9XKsGHDGDJkCBMnTuTSSy+tFd1gtVqpqKhg4cKF5OTkIKVkzZo12O121q1bR2VlJXPmzMFgMDB48GDGjBnDW2+9RWVlJbNmzaLcYuXfr/wLabcjHZLiolOkpc2noKCAa64ax5/vuZcP39+KOdzMg1Mf5OefjxEeHq5HTqgoCP96JZUlNTZeuMZyj5BwPxXZM2eEp73o6GhWX7Cax3Y+xvwd89n3yz7uP/f+GjkkGiUKwg0OtCTstwshrgMSA+gDIKX8CG3rsnvdTDd5oZ++rwKvBjHGJmBTQkLCfaH+clsfGyoKIrgoiPluK9WQn4ocIB/wmDFjWL58OVVVVRw5cqQ6OkEITCYTJpMJIQRhYWF6m2d0Q0REBPPmzaOsrIyRI0eSl5dHQkIC+/fv58SJEzz99NMYjUYGDx7Mr7/+yr59+xgwYIBm22rn7nsna2MaBH369kUYjXTp2pWyslKE0cifJ9/H8qVLuPKKsfTr35/Fi5eqKIgg9QZ1HlS99bjbIOJitLbIE5F6vmGT61RkoMhWxNGKo4C2sSM6OrrWWHHE8dSFT7H+yHpe/fZVfqn6hVkDZ4UkCiJgDj8p5eNSym5Syu1Sys1SytCuwRUUmgFCCPr3905ZGI1GpJQcPHiQsrIyrzoAZrOZOXPmkJqaCsDQoUPp168fM2fOZPbs2UyYMIFevXoxePBgfvzxR73f2vTqsPYaKRGd2LVzJ9NnPMJnn39BfHxXNrz27/r+mm0OfWL6MPq3oxnZdSR9Yvro9d3adyPGHEOMOYau4V31+mPlxyiyFFFkKSKvNI/c0lwyjmaQcTSD3NJcXc9oMDIraRZpF6ax6/gu/vr5X/musOFHEwVcATuTsT8NlAHvAT9JKb9o8MghgKIg/PsQ0F4b2oixO3s3mZ9nYrfZ2bBhAzfddJPuw+bNm8nNzeW5555j0aJFjB49mvT0dBwOBy+88IK+iaKyspLVq1dTUVHB0qVLefjhhxk/fjxPPPEEc+fOZd68ecyfP5/58+djtVqJiIjguuuu46677iI1NZXU1FQqLVUMHDSIyvJyNrz2b/btzSF7504OHNhPSUkJb7/1JlJKZs98hN59+lBwMp97752sKIgG6sU4Yujp3C37vfiegpJqaiIS5wdSS0mtE9VBm6RPnz5N/9L+XBp7KV1GdOGxrMeY8N4EZgyZwfkdzvc2bsgoiHnAarQcEP8FVgItYgJWFETrpCCaYyPG8KThbH6/ZjY0F7Vw3XXX1ZiQ77jjDiZNmlRLD2DFihWsWLGiRtuBAwd0+ZlnnqnVJywsjNWrVwPVURAAL6xJ16mFxKQkJt55l16+6abxXqMgFAURmufUVypJ93JJSQmlYaU4zA7sVXZKw0qJi4tjVNwo0tuns3DvQhbuWcifev+Jeb3nEWYIcx8nNBQE8D8p5WdAuZSyCi1iQUFBQaFVo8hSpGdW84cYcwxR4VEUWYrIOJrBoaJDxJpjWTtuLXcMuIM3D7/JlI+m8GvFr3X2IZgV8BAhxAignRBiENC7zqM0EhQF4d+HgPbaEAUBqFwQbZiC8HxGOto6UmIpwWg10tHWkWPlxwDfuSWiHFGUWEr4qfQnLcbYEUXJiRIGdhjInT3v5PWjr3Pzuzczvf90LuACCCEFsRQtA9oQ4Erg3iD6NAkUBaEoCFC5IBQFUffnNLF3Iokk6hsnSo+W6nre6IlBEYOIi4sj42gGUJ1rAmBAlwG8OvhVUjJSmJczj5TwFAhhFMQBKeVIKWUHKeXFaJsxFBQUFNo0XFEVAOd2PpfXr3+dC+Mv5Kmsp4K24XMCFkKECyFuFUJc5lZ3I1ruBgUFBYUzCsFywr4QFR7FgsQFzBg+I+g+/iiIV4FwIFYI0QP4K9XH1LcIKA7Yvw8B7SkOuJbsr01xwGcOB+zpgzdO2NsRRyU+TkXOPpyt9xnUZRCEgAP+2S0jWSYwS0q53Y9+k0NxwIoDhuA44F07dzFv9jzsNjsrVqwgMTERk8nEtm3beO+99/TQMhfcOdzvvvuOadOmMWHCBO69916feooDbj0csKdeXFxcLU64pErjeWPMMTWOOHLBnSv2DFcjSA7Y3wRc6CZvdU2+XhKrKyi0eJyfdD4XX3IxVot2GrJrRTp27FguueQSv30HDRrEqFGjmsJNhRaCHh17aNEO5ih6dOwBtsB9YswxGCzBRPZWw98EPE4I0cEpJwkhXNP9CNwSqzcnFAXh34eA9pqJghA/fQUVpwAtkY4zq6QuG+1ViDAzBodEGLRGb3J7i2bDYIqByFgc3c8PmIzH4XDoqSgBHnnkEXbv3s22bdt4+umnefLJJ1m8eDG7du2ioKCAN954A9BoBYfDwdGjR7n66qu56qqrmDZtGkuWLCEuLo7y8nK6d+/O1KlTFQXRCikIT70oohjYbiDREdFgq673RUF4kRtMQVQBLmufutVb/fRpUigKonVSEGEGAzhpB5vDWXaTqxwS4dQVbvRELdlFQRiEVvagLbwl4zEYDDWS7CQnJzNp0iRMJhOzZ89mzZo1XHbZZTz00ENce+217Nu3jwsuuACj0YgQgvXr15Oens7IkSPJz89n8+bN7Nixg/j4eHbt2uU1gY+iIFo+BRGsvagKbUOGvcruczedU24wBTFTSrnLs1IIEVQ2NAUFn+hevXdeOhz6ZOyS7dZSRBDZ0Mqd2dCi3LKhhQKuJD1dunShtLQ6PnT9+vUUFxdz5ZVXAtCpUydWrVrF5MmTKS8v15PyKJy56NGxBwAGi4EeHXuQV5rXIHv+TsSoNfk667MbNGIIoSgI/z4EtNfWoiA8KIicnByysrJqUARQreNwOGro33XXXSQlJXH77bfz2Wef4XA46NSpE++++y45OTlMmjSJ3bt3KwriDKAgfMlRRDEoYhDFVcVE2aIoKSnhePHxGqcvO0PZQrYTrsVCURCtk4JojiiI7KxsMr/IxGFzsHTpUux2O3l5eWzatInIyEg+/vhjysrKKC4u5pVXXiExMZF9+/axYcMGevbsSWZmJtHR0YwZM4bY2FhuvfVW0tLSePbZZ9mxYwf5+fn87W9/UxREALm1UxCeeoPCBgEa7dCjYw9OnToVsigIBYUzBonDE9m81Xs2NHf55ptv1su7d+/W5U8++USXMzMz9X6XXnppLRsKbQd9YvoQZYvSJ+cCW0GtidofWvUErCgI/z4EtNfWKAi1EUOvVxREoz+nioIIJNe3TVEQrY+CAJWMR1EQTfqchiwfsIKCgoJCI6BVr4AVBeHfh4D2FAVRS/bXpigIRUHUQU9REIHk+rYpCkJREHXRUxSEoiB8QVEQCgoKCs2EVr0CVhSEfx8C2mtDFETWriwenfMoNpuNyy+/HCklFosFi8XCsmXLGDFiBJmZmRiNRt5++22GDRtGr169atAJFRUVTJ8+nbVr1/LUU0/VyIxmt9t1G55wpyBS585h9+5s3v/gI0VBKAqi8SZgIcTlwHggH5BSyvledG4BFgMPSyk3u9UfAY44i8eklBO8jaEoCEVBQHAURNKIJC4epWVDe+KJJ/TdbR9//DFGo5GsrCyE0Axu3ryZ+Ph4+vXrB9SkE1JSUnjttdeYOnVqrdhflw3PencKYvJf/srUv05BGI2KgmjCcd3LLYmCaJQJWAjRHlgDDJRSWoQQb3mmsRRC9AZOAke9mFgvpUxrDN8UWgA+SoUT+wEwSvSJ1CVHSDtCGH12d+Fsu7YCDzeGI88ahPXKJ4J2wWazMWfOHFauXMnGjRtJSUkhIyOD/Px8vvnmG9avX8+XX37J9OnTg7K3adMm3cbRo0d56KGHuOiiiwgPD+eLL77gueeeY/jw4TX6pPwtmV9++YXJU/7C6dNlfPLxx/Ts1Zuvd2fzr1deDfp3UWi9EFLK0BsVYiwwV0o51llOAbpLKVO86GYAyz1WwJ8A7wMd0XIRf+Gl3xRgCkB8fHzili1b9DaLxYLZbPYr17fNn15hYSGxsbEhs1cfPXcfAtqrKoQwZ9lqx2wy+pV9tfXPegyHhIPnL9D1CkstxHasth0ZE0/fvn2RUmLOmI8hfz++IHGblf3AKrXXepMwYY8fiGVMGlJKfSXrnsAHYNHCRXzw/geMHDlS11u2bBlSSq6++mpefPFFevbsyZQpU5g4cSKjRo2qYU9KSV5eHpdccgl5eXm12lw2evTowaJFi6iqqmL+/Pm8+eab7Nixg6effpofDx1m6gP3M2fuPL7csYMZjzwCwB2338a1113HhAkT+eqrL0lKuqCGbZd8/LQdJJw+fpjCskrs1iqMpnCAGrJnubKsmHYdovV6mzDSNUp7Q2nM+9FTz9cz0pTPS1M8p8OHD88FqrlASJdSpuOBxqIg4oFSt3KJsy5YzJZS7nSupHcLIa6TUh50V3D+MukACQkJMjGxOkmbK6u9P7m+bf70srOzcfkRCnv10XP3IaC9U19DpLNcWqlTBr5kn237TVjtDhL7VPuXfahALxeUVnLSaiTSHIbV4cB01ZO6ntVRTUG45FJrKWFBZEP72ZkN7SxnNjSTh5610oqpXTUVIAyCsWPHsnz5cqqqqjhy5AiRkZFYrVaMRiPt27cnMjISo9FIRESE3ua+Zbl9+/YIIby2uWyYzWbCw8Pp168fkZGRxMfHU1lZSWRkJCLMxA8HD/L3v/+dXr16EWbWruXS5StYvnQJL730EuOuupoLR16MIUx7PKW9OnJClFeAkBjCTMT37k1FaZFOLbjLnuX8w98S3/tcvb7cEEHiOfH1vs/qq+frGWnK56WJntMCKWXNVx4vaKwoiHy01asLUc66oCCl3On8txzYA1wUUu8U2jyEEHraSU8YjUaklBw8eJCysjKvOu5YuXKlzzG8oV+/fryx8W2+/fYA7/z3bQC+PXCAZ59/gU+3f86nn2zjmz17gvxNFFozGmsFvAPoKYQwSyktaBPo80KIWMAmpfR59KiTvjBJKd93VvUFfmwkPxXaCLKzssnM1LKhvfHGG9x4441625YtW8jNzWXNmjUsWbKEMWPGsHbtWhwOB2vWrNH1rFYrzz77LBUVFTz55JPY7XaMRiPZ2dn07t1bt3HnnXeyfft2cnJyGDduHP/5z3/01Jevv/EmR/OO8uknnzBu3FU88JcpFJw8SV5eHl99uYPIDh1ISBhIwsCBzXGZFJoYjTIBSynLhRD3A6uFECeBvVLKbUKIZWhnzS0R2vJgHtATuFUIYZVSfoC2Uk4TQvweOBt4S0r5ubdxVBiafx8C2mtDYWjDhg1j83ubiQiP0MZyCy8bN24c33//PaBNsjfffDO33XabrucKITMYDCxevJjFixfrbUYnNWC323UbdrudDz74QLf/3HPP6RxhvwEJpKVpAUGjL72UaQ8n63oOhwODk45x+Nwxp8LQGqrXJsLQpJQfAR951M10kyXwpPPHXScH+GOQY6gwtAA++LXXhsLQQO2EU2FoLS8MTe2EU1BQUGgmqJ1wdWxrAa82ftsUBaGS8XgrKwqijVEQTQFFQSgKAhQFoSiIFvmcKgpCQUFBoSWjVa+AFQXh34eA9hQFUUv216YoCEVB1EFPURCB5Pq2KQqi9VEQn//f5yx4fAF5uXn88MMPGI1GnRaYM2cOr732GgsWLCAzM5P777+fpKQk9uzZQ0FBAZdffjkAe/bs4fTp04wePVr3XlEQddNTFERNKApCoU3g4ksu5uJLLqZr166sXbtWrz958iRZWVmcffbZTJ48mXXr1jFs2DBAm3A/++wzXXfv3r1kZGQ0tesKZzBa9QpYURD+fQhor5koiG8K9lBk0XxxSDA4V7IuucpehSHMjHRIhLPRm3zKcgqAGFMMMRExDIkb4p+CkDB37lymTZvGhAkTaN++PatWreK+++5jxYoVZGdnk5KSwsSJE7nmmmvYuHEjRUVFpKamcvfdd/Pf//6XkpIS7HY7U6ZM4eTJk6xYsYJBgwbxv//9jzlz5tCnTx9FQSgKAhQFoSiIgPaaiYIIEwbCnLSDzeGoJVsdEoPBSUEY3KgFT9lFQRgEBoOhFm3hGQWBgPPOO48LL7yQl19+mdtvv53w8HC6du2KEILExEQuu+wyDAYD3bp1Y/z48fz444888YSW5vLGG2/k6NGjpKWlAXDzzTezYsUKRo4cyccff8zs2bN5+20tt4OiIBQF0Wz5gBUU/OG8LkN0OZTZ0ILF448/zrhx4zh27BizZs1iTz0T3+Tk5PDhhx+yfft2ysrK6NChQ73sKLRdtOoJWFEQ/n0IaK+tRUFILQqiX79+XHTRRRiNRqKjo7W8C06awG6343A4sFqtWn+HgxMnTlBWVoYQApvNqD4n5AAAEXRJREFUppcHDx7M9ddfz5AhQygvL2fTpk26DXcoCsLNJ0VB1ECrnoAVBdE6KYjmiILIzsom84tMrFVWFi9ezCuvvILJZOLkyZNs2LCB48ePs2jRIjIzM9m3bx/XXHMNI0eOZMOGDcyePZtp06aRlJTE66+/rpfT09NZvXq1ngntrrvu0qkGRUEoCkJREAoKTiQOT2Tz1s1ERUQB1fHAXbp0IT09vcaE6Z5o/b333quRdN09y5nVatUjKjzPgVNQCAategJWFIR/HwLaa2sUhNqIodcrCkJREA2GoiAUBQEqF4SiIFrkc6o2YigoKCi0ZLTqFbCiIPz7ENCeoiBqyf7aFAWhKIg66CkKIpBc3zZFQSgKoi56ioJQFIQvKApCQUFBoZmgJmCFNoFdO3dx7bhrGTlyJGlpaSxYsIDZs2eTnKwdijl8+HCdOnjnnXc4cuRILRslJSUkJycjhOD999+v0bZ//36MRiMPPPAABQUFbNu2jRkzZujtnkfXP7t6VYh/Q4XWiFZNQSgO2L8PAe21IQ44MTGRiy++GEulhXnz5umnHW/btg273c4XX3yBw+HA4XDwzjvvEBMTQ7du3WrwuZGRkUydOpXMzEwee+yxGmkp161bR3x8PPfddx+dOnVi1KhRXHLJJfqOupUrVzJ16lSdA37u76u5//4HFAfcROMqDrgRoDjg1skBr/h6Jf8r+gHQJkkhRA3Z7rAhDGFe29xli90CQLghnHNizyFleErAZDwGgwGTyYTNZiM1NZWVK1eyceNGUlJSyMjIID8/n7179/Lqq6+SlZXF9OnTa3G71157LVu2bOGDDz7ghhtuICcnhwEDBmA2mzGZTBiNRmbNmsXu3bvJyMhgzZo1FBUVsXDhQoac93t+/vkYxcXFLF60kKQRFzJm7FhmTk8hLi6OktJShgwdyu233a44YMUBKyicWfj0009JTk5m5syZet31119Pr169AEhKSmLo0KHcfffdzJ4926ed+fPns2DBAgD+8Y9/MGnSpBrt06ZN0+V77rmHmJgY0tLSuPzKK7ln8n1Ex8Qw79FUrhw3jn++vI6qqirmzJ3H4qXLeGrJEvLz80P4Wyu0VDTaClgIcTkwHsgHpJRyvkd7O2A5cAzoByyRUn7vbJsIDAPswI9Syhd9jKEoCD8+BLTXTBREyrBkXc/ukBideX5dcoW1AmN4e6RdIozOVa8X+Xj5cQC6mrsijKI2beElGc+ll17K0qVLsdlsHDp0SE+e4woVc1EGNputVmIdF21ht9u5/PLLSUtL47HHHuOcc87B6Fyhutpddlz/utr0MDRnoh8DkLN3L8d/+YXlTy1DCMG5CQkcP/4L8fHxgKIgWulz2nwUhBCiPbAGGCiltAgh3hJCjJVSbnNTSwbypJTLhBCDgX8AlwghugMzgGFSSimE2CWE+ERK+YPnOIqCaJ0URHOFoblTEAADBw6sbhICk8mEyWQiLCwMo9FIbm4unTt3plOnTrqei2IwmUw8/vjjPPjgg3z33Xde2102q6qq9HH37somcfhwDAYjBoOBb3L2MmToUMzt2jHjkZkIo5F33/kvvXr1VhSEoiDqjQuBXCmlxVnOBK710LkW2AEgpcwBhgohooBxQLZ0LRs0nasbyU+FNoLsrGwyMzP58ssveeONN2q0bdmyhdzcXNasWQPAmDFjWLt2LampqXoSeNBWsM8++yzbt28nKyuLK664gkOHDmEymVi/fj3FxcWkp6dTWlrK888/T25uLlu3bgW0j4Bz5szh/a1bABj2+9/z+GOPsvW995j053sQQrDwySd4PPVRDuzfT1RUVBNdGYXmhKie50JoVIjbgVullDc6y5OB0VLKiW463zl19jjLPwGjgZuBrlLKZGf9kwBSykc9xpgCTAGIj49P3LJli95msVgwm81+5fq2+dMrLCwkNjY2ZPbqo+fuQ0B7VYUQ5ixb7ZhNRr+yr7b+WY/hkHDw/AW6XmGphdiO1bYjY+Lp27dvjY9p4P3jms1hRRhNAT/C5VdpPGkXUxeveu5J3EE7yijMGObTnj+fGqJnt9urKQq7A0MD7B0/bQcJp48fprCsEru1CqMpXBvHTfYsV5YV065DtF5vE0a6RmlvKI15P3rq+XpGmvJ5aYrndPjw4blANRcI6VLKdDzQWBxwPtDRrRzlrAtGJx/o61F/0HMA5y+TDpCQkCATExP1toKCAv2VwJdc3zZ/etnZ2bj8CIW9+ui5+xDQ3qmvIdJZLq3UKQNfss+2/SasdgeJfar9yz5UoJcLSis5aTUSaQ6rcQIG+DoRo4Iwc/uAJ2IImzYphYWHedWzVloxtauZZjIyIlKX3dNM+kpHGQq906dPExmpjVtSXklYmPOPgN1eYyece9mXLMorQEgMYSbie/emorRIpxbcZc9y/uFvie99rl5fbogg8RyNY27M+9FTz9cz0pTPSxM9pwVSyuEEQGNREDuAnkII15+Mi4D3hBCxTpoB4D00qgInB/yNlLIE+ABIFNVLgwuBrY3kp4KCgkKzoVFWwFLKciHE/cBqIcRJYK+UcpsQYhlQCCwBVgHLhRCPoq1473X2/UkIsRx4RghhB9Z6+wAHKgoikA8B7TVxFESV3Y5DgkrG07BkPA6HVFEQDdA746MgAKSUHwEfedTNdJMrgKk++r4KvBrEGCoKIoAPfu01YRSEwQElxSVERUepZDwNSMYjJVhOlyDCzCoKop56LSkKolXvhFNoPejewcFPp05yPP+kHvcL3uOAK22VGMMicEgHBuGcWL3IRRZtRVcaXupVz26zYwwzuo1lp51J+6Pg/mHMXfbXVl+9qqoqwsOdH8OqrBgMrsnUgRBua1u3si/5VHkVx8tsJPTrE9R1V2jZaNUTsKIg/PsQ0F4TUhAAHQ3gsFcRbQ6vYcNVdsk5p/bSsVsiltMWzO2dX5e9yKsPrgbgb7/7m1e9wrxCYntUR4ScKjrFsLOH6b9/dHR0LdlfW331vv/+e7p16wZA9g/H6BSjHV9vKS/D3L76KHv3si952ReHcDjsLDi7TG9z7+8ORUF412sTFERTQFEQrYeCqIs9U7GFiOgIAP1fb7KLXjBHmr3qhYWH1agvrSpt9tdu49GioCgDX7LBGUYXSM+zrCiIlklBqFwQCgoKCs2EVr0CVhSEfx8C2mtiCiJYe1aLmYriCiynLXqbN9kV4eBLz1Zlo6K4orpcbmuW11/3/xN75WkqSrUPcv4oA1+yw27D4bDXoBO86XmWFQXRMimIRtkJ19QQQpQC37lVRQPFAeT6tvnTi6N690so7NVHz92HphzXU8/XtWjs/4Mz8Vo0173ZGD611mtRV72eUsouBIKUstX/AFke5fRAcn3bAuhlhdheffRCei0aoOf1WjTB/8EZdy2a695U16Lh4wb6OVM54E1ByPVt86fnr76hPtXF9+YYtz4+NLZPwfrR0q9Fc92bjeFTc43bXM+pX5wpFESWDGLfdVvwoyX40FL8aAk+tBQ/WoIPLcWPluCDC2fKCrhWlqFmQkvwoyX4AC3Dj5bgA7QMP1qCD9Ay/GgJPgBnyApYQUFBoTXiTFkBKygoKLQ6qAlYQUFBoZnQKjZiCCEigK+AD6WUM4QQicBsIAu4AHhKSrnDS7+gDvdsZB9WAFa0P3btgYeklA5PvQb4MQx4GDgADARSpZR5XvqNAK5Ay/14GfBnKeXReoz/JeDacWGXUo4VQsSipRg9hHbA6lwp5Qkf/eOBr4HFUspn6zp+AD8MwH3AE8AYKeU+L/3ORzuP8GvgHGCnlPKlEPrwDFAOlAFDgWQp5XEvfUN5bzbEj5Dcnz58eBgYDHyPlhN8iY9nJCT3pi8/3NoeRbsOcV47E7r7M2jUJWatuX6Ap4F/Asud5a3ATU75JuAjL326A3uo5rl3Af2a2IcL0BLNu8rfABeF+FrsQTvAFOB64B0vfaKAt9zKfYDIeo6f5qVuDXCLmw+v+OhrAF4C3gEebOB18ObHMOA84AgwyEe/PwBJTtkEnALiQujDk27yLODvTXBv1tePkN2fPnyYCUQ4ZV/PSMjuTV9+OOtHO5+dAj99Q3Z/BvvT4lfAQog70Q71HAK4UkedAFy7TLoA2V66+jrc02ty90by4VeggxDCdZ0lcLiu4wfwox/gWvEeAsZ66XoNUCaESHH2OyClfLOebgwWQswCIoBdUsr30A5YXehsz0T7A+ENs4C1wP31HNuvH1LKr4Ea56x5Qkr5rkeVDW0FGCof3M8uNKCtQD0RsnuzgX6E8v705sMyt/a+aG9pngjlvenVDyFEV+A2tLe0SX76hvL+DAotegIWQiQA50op5wohhrg1PQr8RwjRH+3IomleuscDpW7lEmddk/kgpTzo3A/+Btrr1cfAybr6EMCPz4ERaEc8JQHthRBhUkqbm05PtNXOZLRX3k+FEL9KKT+thytLpZQ7hRBGYLtzG7j7tS4BOnn6IIS4DCiXUn7lPC2loajlh5Ryex1tPAgsklIWB9Ssow9CiBjgSuCPXvqF5N5sqB+hvD99+SCEOAuYg/Z2Mt5Lv1Dem179QJt0Z6BtE/aKRrg/g0JL/wh3E1AphJgNXAwkCSGSgXeBR6SUM4C/AlvczpBzIZiDQRvVByHEH4DLpJQ3SSn/CPRG4yjrA19+3Alc6OTbBPCzx+QL2gP+tZTSKjV+bwdwaX2ckFLudP5rB/4PjbNzv9ZRwCkvPtwARDj9HwxcIYT4c3188ONH0BBC3IH2qvtMqH0QQkQDzwP3SCkLvXQN1b3ZID9CeX/68kFKeVxK+TCQBmzx0jVk96YfP6zAX9BWthFCiNlCiH4eXUN6f9bF4Vbxg/Yf6OI9TwK9nHIcUIQ2+RiAHs76kPJs9fRhKrDerf+zQEqIr8VQt/or0T4e4OHHAGCHm94G4I56jDsAuNet/BYwAR8csLsPHnbW0wCOzZcfbuUjuHHAnn6grbaSnfJgoH8Ir0Uc2nFa3Zz1f/Ty/xGye7OBfoTk/vTjwyNudb1x8q+NcW8GeV/0wo0Dbqz7sy4/rWIjhhDij2g3SzjwHNpXzluAvUACsFFK+bYQ4jy0h3+ws99EYDjaq833smFfmuvsgxAiEngRyHX60Bv4q5TydAj9+B3ah4sDaK9Yi6SUFV6uxQNoN6AVjR+bIev4tVsIcbZzzN1oqzYTkALEAEudv+fvgNlSyhOePjht3IP26n8MeF5KWecTr/34EY12baYDrwCvSSm/9Pg/uQH4F9qXboDOaF/+M0LkQxYatedacZZKKa9vrHuzIX6E6v7048MqoAot89hQ4D9Syv82xr3pzw8ppUMI0RftTfV+YDHwDNr3k5Dfn3XyuTVMwAoKCgpnIlo6B6ygoKBwxkJNwAoKCgrNBDUBKygoKDQT1ASsoKCg0ExQE7CCgoJCM0FNwAoKCgrNBDUBKygoKDQT1ASs0GYhhOglhDgshHjUuSmhLn27Ofudaiz/FM58qI0YCmckhBBRwGdoOwZ7o+WkrQRGunZZCSF6oW3FHd2AcY5IKXs10F2FNgq1AlY4IyGlLJFSDgP+jJaH9jwp5Qh/W1yFEH8WQhwXQswSQrwohNguhIgSQpwjhPins/4VZwY8BYUGo0Wno1RQCAEGAfuDUZRSviyEmATskVIuFUI8h3ZSw2/RVs/PAN2oPnFBQaFBUCtghTMdCUCto4kC4HvnvyfR0ka+hJYu8v+A+dQ/gbuCQg2oCVjhTMfZQK2z0ALA88PIBWjnmV2AdhLKXaFwTEFBTcAKZzo+AP4hhAiY5FsIcQXaCQ33CCH6AKPQ8ht3BlY4j7rpArzdiP4qtCGoKAiFNgsVBaHQ3FArYIW2jArgpPOImrrGAZ/tPL4mp3FcU2gLUCtgBQUFhWaCWgErKCgoNBPUBKygoKDQTFATsIKCgkIzQU3ACgoKCs0ENQErKCgoNBPUBKygoKDQTFATsIKCgkIz4f8DghbM4/2Cyp0AAAAASUVORK5CYII=\n" + "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\n" ], "text/plain": [ "
" @@ -440,7 +466,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 58, "metadata": { "autoscroll": false, "collapsed": false, @@ -457,7 +483,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 59, "metadata": { "autoscroll": false, "collapsed": false, @@ -474,7 +500,7 @@ "2.175378970759084" ] }, - "execution_count": 17, + "execution_count": 59, "metadata": {}, "output_type": "execute_result" } @@ -485,7 +511,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 60, "metadata": { "autoscroll": false, "collapsed": false, @@ -502,7 +528,7 @@ "0.6162102374593533" ] }, - "execution_count": 18, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" } @@ -513,7 +539,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 61, "metadata": { "autoscroll": false, "collapsed": false, @@ -530,7 +556,7 @@ "(326.08110436268794, 92.36759086635159)" ] }, - "execution_count": 19, + "execution_count": 61, "metadata": {}, "output_type": "execute_result" } @@ -541,7 +567,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 62, "metadata": { "autoscroll": false, "collapsed": false, @@ -558,7 +584,7 @@ "0.28959951442800036" ] }, - "execution_count": 20, + "execution_count": 62, "metadata": {}, "output_type": "execute_result" } @@ -569,7 +595,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 63, "metadata": { "autoscroll": false, "collapsed": false, @@ -586,7 +612,7 @@ "0.3185594658707989" ] }, - "execution_count": 21, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" } @@ -597,7 +623,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 64, "metadata": { "autoscroll": false, "collapsed": false, @@ -614,7 +640,7 @@ "0.2606395629852018" ] }, - "execution_count": 22, + "execution_count": 64, "metadata": {}, "output_type": "execute_result" } @@ -637,7 +663,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 65, "metadata": { "autoscroll": false, "collapsed": false, @@ -656,7 +682,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 66, "metadata": { "autoscroll": false, "collapsed": false, @@ -673,7 +699,7 @@ "(8.211000000000006, 0.040405893134541654)" ] }, - "execution_count": 24, + "execution_count": 66, "metadata": {}, "output_type": "execute_result" } @@ -684,7 +710,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 67, "metadata": { "autoscroll": false, "collapsed": false, @@ -701,7 +727,7 @@ "(8.211000000000006e-09, 4.040589313454165e-11)" ] }, - "execution_count": 25, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } @@ -712,7 +738,7 @@ }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 68, "metadata": { "autoscroll": false, "collapsed": false, @@ -736,7 +762,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 69, "metadata": { "autoscroll": false, "collapsed": false, @@ -753,7 +779,7 @@ "166492800.0" ] }, - "execution_count": 78, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -764,7 +790,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 70, "metadata": { "autoscroll": false, "collapsed": false, @@ -781,7 +807,7 @@ "0.07828398077800745" ] }, - "execution_count": 79, + "execution_count": 70, "metadata": {}, "output_type": "execute_result" } @@ -792,7 +818,7 @@ }, { "cell_type": "code", - "execution_count": 80, + "execution_count": 71, "metadata": { "autoscroll": false, "collapsed": false, @@ -809,7 +835,7 @@ "(1.2875574074648669e-09, (647, 2))" ] }, - "execution_count": 80, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } @@ -820,7 +846,7 @@ }, { "cell_type": "code", - "execution_count": 81, + "execution_count": 72, "metadata": { "autoscroll": false, "collapsed": false, @@ -837,7 +863,7 @@ "333481.7538834827" ] }, - "execution_count": 81, + "execution_count": 72, "metadata": {}, "output_type": "execute_result" } @@ -848,7 +874,35 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 78, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "0.01" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "scientific_round(*A0)[1]/1e6" + ] + }, + { + "cell_type": "code", + "execution_count": 73, "metadata": { "autoscroll": false, "collapsed": false, @@ -865,7 +919,7 @@ "166492800.0" ] }, - "execution_count": 52, + "execution_count": 73, "metadata": {}, "output_type": "execute_result" } @@ -876,7 +930,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 31, "metadata": { "autoscroll": false, "collapsed": false, @@ -894,7 +948,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 32, "metadata": { "autoscroll": false, "collapsed": false, @@ -911,7 +965,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 33, "metadata": { "autoscroll": false, "collapsed": false, @@ -928,7 +982,7 @@ "(422.7496136012365, 1.5365950819791954)" ] }, - "execution_count": 55, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -939,7 +993,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 34, "metadata": { "autoscroll": false, "collapsed": false, @@ -958,7 +1012,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 35, "metadata": { "autoscroll": false, "collapsed": false, @@ -975,7 +1029,7 @@ "422.7496136012365" ] }, - "execution_count": 57, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -986,7 +1040,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 36, "metadata": { "autoscroll": false, "collapsed": false, @@ -1003,7 +1057,7 @@ "969" ] }, - "execution_count": 58, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -1014,7 +1068,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 37, "metadata": { "autoscroll": false, "collapsed": false, @@ -1031,7 +1085,7 @@ "(0.0577, 0.0018)" ] }, - "execution_count": 64, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } @@ -1042,7 +1096,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 37, "metadata": { "autoscroll": false, "collapsed": false, @@ -1052,23 +1106,12 @@ "slide_type": "-" } }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.057690509297401445, 0.0017666103342338763)" - ] - }, - "execution_count": 65, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 38, "metadata": { "autoscroll": false, "collapsed": false, @@ -1085,7 +1128,7 @@ "array([0.0136465 , 0.00041789])" ] }, - "execution_count": 60, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -1108,7 +1151,7 @@ }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 39, "metadata": { "autoscroll": false, "collapsed": false, @@ -1125,7 +1168,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 40, "metadata": { "autoscroll": false, "collapsed": false, @@ -1142,7 +1185,7 @@ "(11.3, 0.8)" ] }, - "execution_count": 69, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } @@ -1223,7 +1266,7 @@ { "data": { "image/png": [ - "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\n" + "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\n" ], "text/plain": [ "
" @@ -1275,12 +1318,72 @@ "\n", "save_fig(fig, 'comp', 'calibration', size=(6, 5))\n" ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [] } ], "metadata": { "kernelspec": { "argv": [ - "python", + "/usr/bin/python3", "-m", "ipykernel_launcher", "-f", diff --git a/PET/auswertung/Untitled1.ipynb b/PET/auswertung/Untitled1.ipynb index 90119ad..a8be211 100644 --- a/PET/auswertung/Untitled1.ipynb +++ b/PET/auswertung/Untitled1.ipynb @@ -20,7 +20,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 2, "metadata": { "autoscroll": false, "collapsed": false, @@ -45,7 +45,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 21, "metadata": { "autoscroll": false, "collapsed": false, @@ -67,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 22, "metadata": { "autoscroll": false, "collapsed": false, @@ -94,10 +94,10 @@ { "data": { "text/plain": [ - "(
,\n )" + "(
,\n )" ] }, - "execution_count": 44, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, @@ -120,7 +120,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 23, "metadata": { "autoscroll": false, "collapsed": false, @@ -137,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 24, "metadata": { "autoscroll": false, "collapsed": false, @@ -163,10 +163,10 @@ { "data": { "text/plain": [ - "(
,\n )" + "(
,\n )" ] }, - "execution_count": 46, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, @@ -189,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 25, "metadata": { "autoscroll": false, "collapsed": false, @@ -206,7 +206,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 26, "metadata": { "autoscroll": false, "collapsed": false, @@ -232,10 +232,10 @@ { "data": { "text/plain": [ - "(
,\n )" + "(
,\n )" ] }, - "execution_count": 48, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" }, @@ -258,7 +258,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 27, "metadata": { "autoscroll": false, "collapsed": false, @@ -280,7 +280,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 28, "metadata": { "autoscroll": false, "collapsed": false, @@ -348,10 +348,10 @@ { "data": { "text/plain": [ - "(
,\n )" + "(
,\n )" ] }, - "execution_count": 50, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, @@ -374,7 +374,7 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 29, "metadata": { "autoscroll": false, "collapsed": false, @@ -442,10 +442,10 @@ { "data": { "text/plain": [ - "(
,\n )" + "(
,\n )" ] }, - "execution_count": 51, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, @@ -465,51 +465,6 @@ "source": [ "create_matrix_image(reconstruct(conv, backweights), save=('rec_filtered', 'theory'))" ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": { - "autoscroll": false, - "collapsed": false, - "ein.hycell": false, - "ein.tags": "worksheet-0", - "slideshow": { - "slide_type": "-" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "autoscroll": false, - "collapsed": false, - "ein.hycell": false, - "ein.tags": "worksheet-0", - "slideshow": { - "slide_type": "-" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "autoscroll": false, - "collapsed": false, - "ein.hycell": false, - "ein.tags": "worksheet-0", - "slideshow": { - "slide_type": "-" - } - }, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/PET/auswertung/figs/calibration/all_times.pdf b/PET/auswertung/figs/calibration/all_times.pdf index da2f672..d509929 100644 Binary files a/PET/auswertung/figs/calibration/all_times.pdf and b/PET/auswertung/figs/calibration/all_times.pdf differ diff --git a/PET/auswertung/figs/calibration/comp.pdf b/PET/auswertung/figs/calibration/comp.pdf index ed86b49..97ac1ec 100644 Binary files a/PET/auswertung/figs/calibration/comp.pdf and b/PET/auswertung/figs/calibration/comp.pdf differ diff --git a/PET/auswertung/figs/calibration/lenght_det.pdf b/PET/auswertung/figs/calibration/lenght_det.pdf index 99b17ff..653d82d 100644 Binary files a/PET/auswertung/figs/calibration/lenght_det.pdf and b/PET/auswertung/figs/calibration/lenght_det.pdf differ diff --git a/PET/auswertung/figs/calibration/mid_over_channel.pdf b/PET/auswertung/figs/calibration/mid_over_channel.pdf index ab9017c..6dec6d0 100644 Binary files a/PET/auswertung/figs/calibration/mid_over_channel.pdf and b/PET/auswertung/figs/calibration/mid_over_channel.pdf differ diff --git a/PET/auswertung/figs/calibration/mid_over_energy.pdf b/PET/auswertung/figs/calibration/mid_over_energy.pdf index eec6000..35b3e9a 100644 Binary files a/PET/auswertung/figs/calibration/mid_over_energy.pdf and b/PET/auswertung/figs/calibration/mid_over_energy.pdf differ diff --git a/PET/auswertung/figs/calibration/time_range.pdf b/PET/auswertung/figs/calibration/time_range.pdf index af10f6b..e59c872 100644 Binary files a/PET/auswertung/figs/calibration/time_range.pdf and b/PET/auswertung/figs/calibration/time_range.pdf differ diff --git a/PET/auswertung/figs/theory/convoluted.pdf b/PET/auswertung/figs/theory/convoluted.pdf index 7a897d1..682ff0b 100644 Binary files a/PET/auswertung/figs/theory/convoluted.pdf and b/PET/auswertung/figs/theory/convoluted.pdf differ diff --git a/PET/auswertung/figs/theory/projection.pdf b/PET/auswertung/figs/theory/projection.pdf index b5aac80..2629115 100644 Binary files a/PET/auswertung/figs/theory/projection.pdf and b/PET/auswertung/figs/theory/projection.pdf differ diff --git a/PET/auswertung/figs/theory/rec_filtered.pdf b/PET/auswertung/figs/theory/rec_filtered.pdf index 55dc397..6cb82f9 100644 Binary files a/PET/auswertung/figs/theory/rec_filtered.pdf and b/PET/auswertung/figs/theory/rec_filtered.pdf differ diff --git a/PET/auswertung/figs/theory/rec_simple.pdf b/PET/auswertung/figs/theory/rec_simple.pdf index 2c320da..7329749 100644 Binary files a/PET/auswertung/figs/theory/rec_simple.pdf and b/PET/auswertung/figs/theory/rec_simple.pdf differ diff --git a/PET/auswertung/figs/theory/source.pdf b/PET/auswertung/figs/theory/source.pdf index ac3218f..378d7c5 100644 Binary files a/PET/auswertung/figs/theory/source.pdf and b/PET/auswertung/figs/theory/source.pdf differ diff --git a/PET/auswertung/figs/tom1/3dplot.pdf b/PET/auswertung/figs/tom1/3dplot.pdf index 90f7dec..a3c78d6 100644 Binary files a/PET/auswertung/figs/tom1/3dplot.pdf and b/PET/auswertung/figs/tom1/3dplot.pdf differ diff --git a/PET/auswertung/figs/tom1/filtered_fit.pdf b/PET/auswertung/figs/tom1/filtered_fit.pdf index b00ad44..3cfeb40 100644 Binary files a/PET/auswertung/figs/tom1/filtered_fit.pdf and b/PET/auswertung/figs/tom1/filtered_fit.pdf differ diff --git a/PET/auswertung/figs/tom1/unfiltered_fit.pdf b/PET/auswertung/figs/tom1/unfiltered_fit.pdf index a08d738..6b4d370 100644 Binary files a/PET/auswertung/figs/tom1/unfiltered_fit.pdf and b/PET/auswertung/figs/tom1/unfiltered_fit.pdf differ diff --git a/PET/auswertung/out/figlist.txt b/PET/auswertung/out/figlist.txt index 46d4cea..efe760e 100644 --- a/PET/auswertung/out/figlist.txt +++ b/PET/auswertung/out/figlist.txt @@ -2038,4 +2038,196 @@ \caption{} \label{fig:theory-rec_filtered} \end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/mid_over_energy.pgf} + \caption{} + \label{fig:calibration-mid_over_energy} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/mid_over_channel.pgf} + \caption{} + \label{fig:calibration-mid_over_channel} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/time_range.pgf} + \caption{} + \label{fig:calibration-time_range} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/all_times.pgf} + \caption{} + \label{fig:calibration-all_times} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/lenght_det.pgf} + \caption{} + \label{fig:calibration-lenght_det} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/comp.pgf} + \caption{} + \label{fig:calibration-comp} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/tom1/3dplot.pgf} + \caption{} + \label{fig:tom1-3dplot} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/tom1/filtered_fit.pgf} + \caption{} + \label{fig:tom1-filtered_fit} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/tom1/unfiltered_fit.pgf} + \caption{} + \label{fig:tom1-unfiltered_fit} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/tom1/3dplot.pgf} + \caption{} + \label{fig:tom1-3dplot} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/tom1/filtered_fit.pgf} + \caption{} + \label{fig:tom1-filtered_fit} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/tom1/unfiltered_fit.pgf} + \caption{} + \label{fig:tom1-unfiltered_fit} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/mid_over_energy.pgf} + \caption{} + \label{fig:calibration-mid_over_energy} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/mid_over_channel.pgf} + \caption{} + \label{fig:calibration-mid_over_channel} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/time_range.pgf} + \caption{} + \label{fig:calibration-time_range} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/all_times.pgf} + \caption{} + \label{fig:calibration-all_times} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/calibration/lenght_det.pgf} + \caption{} + \label{fig:calibration-lenght_det} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/source.pgf} + \caption{} + \label{fig:theory-source} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/projection.pgf} + \caption{} + \label{fig:theory-projection} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/convoluted.pgf} + \caption{} + \label{fig:theory-convoluted} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/rec_simple.pgf} + \caption{} + \label{fig:theory-rec_simple} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/rec_filtered.pgf} + \caption{} + \label{fig:theory-rec_filtered} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/source.pgf} + \caption{} + \label{fig:theory-source} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/projection.pgf} + \caption{} + \label{fig:theory-projection} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/convoluted.pgf} + \caption{} + \label{fig:theory-convoluted} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/rec_simple.pgf} + \caption{} + \label{fig:theory-rec_simple} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/rec_filtered.pgf} + \caption{} + \label{fig:theory-rec_filtered} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/source.pgf} + \caption{} + \label{fig:theory-source} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/projection.pgf} + \caption{} + \label{fig:theory-projection} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/convoluted.pgf} + \caption{} + \label{fig:theory-convoluted} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/rec_simple.pgf} + \caption{} + \label{fig:theory-rec_simple} +\end{figure} + +\begin{figure}[H]\centering + \input{../auswertung/figs/theory/rec_filtered.pgf} + \caption{} + \label{fig:theory-rec_filtered} +\end{figure} \ No newline at end of file diff --git a/PET/auswertung/tom1.ipynb b/PET/auswertung/tom1.ipynb index 0abcbac..6e36068 100644 --- a/PET/auswertung/tom1.ipynb +++ b/PET/auswertung/tom1.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 334, + "execution_count": 47, "metadata": { "autoscroll": false, "collapsed": false, @@ -34,7 +34,7 @@ }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 48, "metadata": { "autoscroll": false, "collapsed": false, @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 325, + "execution_count": 49, "metadata": { "autoscroll": false, "collapsed": false, @@ -66,7 +66,7 @@ { "data": { "image/png": [ - "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\n" + "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\n" ], "text/plain": [ "
" @@ -85,7 +85,7 @@ }, { "cell_type": "code", - "execution_count": 330, + "execution_count": 50, "metadata": { "autoscroll": false, "collapsed": false, @@ -99,7 +99,7 @@ { "data": { "image/png": [ - "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\n" + "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\n" ], "text/plain": [ "
" @@ -115,7 +115,7 @@ }, { "cell_type": "code", - "execution_count": 326, + "execution_count": 51, "metadata": { "autoscroll": false, "collapsed": false, @@ -132,14 +132,14 @@ "[([50.17388514220538, 65.68908198786471, 36.93627963994932, 4.650969229553721],\n [0.6505252591427874,\n 0.060298800686361356,\n 0.060298769274691306,\n 0.042637675284470856]),\n ([39.304159661459444,\n 79.31346233940788,\n 66.51806573625299,\n -12.180797677677088],\n [1.2865802111592206,\n 0.39869931030584704,\n 0.39869930573273576,\n 0.28192301086177374])]" ] }, - "execution_count": 326, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": [ - "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\n" + "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\n" ], "text/plain": [ "
" @@ -155,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": 333, + "execution_count": 52, "metadata": { "autoscroll": false, "collapsed": false, @@ -170,9 +170,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Peak 1 & 11.89 & 0.1 & 65.604 & 0.04 & 35.972 & 0.04 & 4.664 & 0.028 \\\\\n", - "Peak 2 & 22.49 & 0.11 & 67.971 & 0.022 & 64.842 & 0.022 & 4.639 & 0.016 \\\\\n", - "Peak 3 & 14.24 & 0.16 & 94.68 & 0.06 & 65.9 & 0.06 & 5.22 & 0.04 \\\\\n", + "Peak 0 & 11.89 & 0.1 & 65.604 & 0.04 & 35.972 & 0.04 & 4.664 & 0.028 \\\\\n", + "Peak 1 & 22.49 & 0.11 & 67.971 & 0.022 & 64.842 & 0.022 & 4.639 & 0.016 \\\\\n", + "Peak 2 & 14.24 & 0.16 & 94.68 & 0.06 & 65.9 & 0.06 & 5.22 & 0.04 \\\\\n", "\n" ] } @@ -183,7 +183,7 @@ }, { "cell_type": "code", - "execution_count": 343, + "execution_count": 65, "metadata": { "autoscroll": false, "collapsed": false, @@ -204,7 +204,7 @@ }, { "cell_type": "code", - "execution_count": 374, + "execution_count": 66, "metadata": { "autoscroll": false, "collapsed": false, @@ -218,10 +218,10 @@ { "data": { "text/plain": [ - "(19.115801602937395, 5.734773484911521)" + "(19.115801602937395, 0.5738039944241058)" ] }, - "execution_count": 374, + "execution_count": 66, "metadata": {}, "output_type": "execute_result" } @@ -232,7 +232,7 @@ }, { "cell_type": "code", - "execution_count": 380, + "execution_count": 67, "metadata": { "autoscroll": false, "collapsed": false, @@ -246,10 +246,10 @@ { "data": { "text/plain": [ - "(19, 6)" + "(19.1, 0.6)" ] }, - "execution_count": 380, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } @@ -260,7 +260,7 @@ }, { "cell_type": "code", - "execution_count": 357, + "execution_count": 68, "metadata": { "autoscroll": false, "collapsed": false, @@ -272,15 +272,50 @@ }, "outputs": [], "source": [ - "amplitudes = np.array([peaks[0][0][0], peaks[1][0][0], peaks[2][0][0]])\n", - "d_amplitudes = np.array([peaks[0][1][0], peaks[1][1][0], peaks[2][1][0]])\n", + "peakarr = np.array(peaks)" + ] + }, + { + "cell_type": "code", + "execution_count": 76, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [ + "amplitudes = peakarr[:,0,0]\n", + "sigmas = peakarr[:,0,3]\n", + "d_amplitudes = peakarr[:,1,0]\n", + "d_sigmas = peakarr[:,1,3]\n", + "\n", "rel_amps = amplitudes / amplitudes[2]\n", "d_rel_amps = d_amplitudes / amplitudes[2]" ] }, { "cell_type": "code", - "execution_count": 385, + "execution_count": 76, + "metadata": { + "autoscroll": false, + "collapsed": false, + "ein.hycell": false, + "ein.tags": "worksheet-0", + "slideshow": { + "slide_type": "-" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 77, "metadata": { "autoscroll": false, "collapsed": false, @@ -295,16 +330,18 @@ "name": "stdout", "output_type": "stream", "text": [ - "Peak 0 & 16.0 & 5.0 \\\\\n", - "Peak 1 & 30.0 & 9.0 \\\\\n", - "Peak 2 & 19.0 & 6.0 \\\\\n", + "Peak 0 & 12.7 & 0.5 \\\\\n", + "Peak 1 & 23.8 & 0.9 \\\\\n", + "Peak 2 & 19.1 & 0.8 \\\\\n", "\n" ] } ], "source": [ - "akt = SecondaryValue('a/a3*akt', defaults=dict(akt=a_now, a3=(amplitudes[2], d_amplitudes[2])))\n", - "akts = akt(a=(amplitudes, d_amplitudes))\n", + "akt = SecondaryValue('a*s**2/(a3*s3**2)*akt',\n", + " defaults=dict(akt=a_now, s3=(sigmas[2],d_sigmas[2]),\n", + " a3=(amplitudes[2], d_amplitudes[2])))\n", + "akts = akt(a=(amplitudes, d_amplitudes), s=(sigmas, d_sigmas))\n", "print(peaks_to_table(zip(*akts)))" ] }, @@ -338,7 +375,7 @@ "metadata": { "kernelspec": { "argv": [ - "python", + "/usr/bin/python3", "-m", "ipykernel_launcher", "-f", diff --git a/PET/protokoll/protokoll.tex b/PET/protokoll/protokoll.tex index adb83e3..e446fcc 100644 --- a/PET/protokoll/protokoll.tex +++ b/PET/protokoll/protokoll.tex @@ -303,7 +303,7 @@ mit der Kantenl\"ange des Detektors \begin{align} \label{eq:incidentalrate} \mathfrak{R}_Z &= \qty[4\tau\cdot A\cdot - \qty(\frac{\Omega_{\min}}{2\pi})]\cdot \mathfrak{R} \pm + \qty(\frac{\Omega_{\min}}{2\pi})]\cdot \mathfrak{R} \pm \mathfrak{R}_Z\cdot \sqrt{\qty(\frac{\Delta\tau}{\tau})^2 + \qty(\frac{\Delta A}{A})^2 + \qty(\frac{\Delta\Omega_{\min}}{\Omega_{\min}})^2 + \qty(\frac{\Delta\mathfrak{R}}{\mathfrak{R}})^2} \\ @@ -320,7 +320,7 @@ mit \(P_\beta = 0.90382\pm 0.00021\) zu: \begin{align} \epsilon & = \frac{\mathfrak{R}}{P_\beta\cdot A \cdot - \frac{\Omega_{\min}}{2\pi}} \pm \sqrt{\qty(\frac{\Delta A}{A})^2 + + \frac{\Omega_{\min}}{2\pi}} \pm \epsilon\cdot\sqrt{\qty(\frac{\Delta A}{A})^2 + \qty(\frac{\Delta\Omega_{\min}}{\Omega_{\min}})^2 + \qty(\frac{\Delta P_\beta}{P_\beta})^2 + \qty(\frac{\Delta\mathfrak{R}}{\mathfrak{R}})^2} \\ @@ -674,9 +674,9 @@ von den Eckpunkten eines perfekten Quadrates. [\si{\milli\meter}]} \\ \midrule - 1 & 11.89 & 0.1 & 65.604 & 0.04 & 35.972 & 0.04 & 4.664 & 0.028 \\ + 1 & 11.89 & 0.10 & 65.604 & 0.040 & 35.972 & 0.040 & 4.664 & 0.028 \\ 2 & 22.49 & 0.11 & 67.971 & 0.022 & 64.842 & 0.022 & 4.639 & 0.016 \\ - 3 & 14.24 & 0.16 & 94.68 & 0.06 & 65.9 & 0.06 & 5.22 & 0.04 + 3 & 14.24 & 0.16 & 94.680 & 0.060 & 65.900 & 0.060 & 5.220 & 0.040 \end{tabular} \caption[Peakpositionen]{Gefitte Peakamplituden, Positionen und Breiten. Die Abweichungen ergeben sich aus den @@ -693,17 +693,22 @@ Abw. \SI{3}{\percent}). \begin{equation} \label{eq:act3today} - A_3 = \SI{19\pm 6}{\kilo\becquerel} + A_3 = \SI{19.1\pm .6}{\kilo\becquerel} \end{equation} Damit berechnen sich die in~\ref{tab:peakactivities} aufgelisteten -Aktivit\"aten der beiden anderen Proben wiefolgt. +Aktivit\"aten der beiden anderen Proben wiefolgt durch +verh\"altnissbildung der Peak volumina (\(= 2\pi A\sigma**2\)) die ein +Ma\ss{} f\"ur die Z\"ahlrate geben. Die Abweichungen liegen alle in +der Gr\"o\ss{}enordnung von \SI{3}{\percent} und r\"uhren +haupts\"achlich von der Abweichung der Aktivit\"at \(A_3\) her. \begin{equation} \label{eq:relakt} - A_i = \frac{\mathfrak{A}_i}{\mathfrak{A}_3}\cdot - A_3\pm\sqrt{\qty(\frac{\Delta\mathfrak{A}_i}{\mathfrak{A}_i})^2 + - \qty(\frac{\Delta\mathfrak{A}_3}{\mathfrak{A}_3})^2 + + A_i = \frac{\mathfrak{A}_i\cdot\sigma_i^2}{\mathfrak{A}_3\cdot\sigma_3^2}\cdot + A_3\pm + A_i\cdot\sqrt{\qty(\frac{\Delta\mathfrak{A}_i}{\mathfrak{A}_i})^2 + \qty(\frac{2\sigma_i}{\sigma_i})^2 + + \qty(\frac{\Delta\mathfrak{A}_3}{\mathfrak{A}_3})^2 + \qty(\frac{2\sigma_3}{\sigma_3})^2 + \qty(\frac{\Delta A_3}{A_3})^2} \end{equation} @@ -713,8 +718,8 @@ Aktivit\"aten der beiden anderen Proben wiefolgt. \toprule Peak & {\(A\) [\si{\kilo\becquerel}]} & {\(\Delta A\) [\si{\kilo\becquerel}]} \\ \midrule - Peak 1 & 16 & 5 \\ - Peak 2 & 30 & 9 + Peak 1 & 12.7 & .5 \\ + Peak 2 & 23.8 & .9 \end{tabular} \caption[Rekonstruierte Quellaktivit\"aten]{Die aus~\eqref{eq:relakt} berechneten Quellaktivit\"aten.} @@ -1125,11 +1130,15 @@ Es ist zu erkennen, das in beiden Rekonstruktionen die starken Signale Unterschiede in der Signalst\"arke nicht im urspr\"unglichen Verh\"altnis stehen. Die gefilterte R\"uckprojektion weist in den Randfeldern und im mittleren Feld einen h\"oheren Kontrast auf, -erzeugt aber dennoch nur ein geringf\"ugig besseres und in manchen -Bereichen (Ecken) sogar ein schlechteres Bild. Das schwache Signal -\((0,4)\) wurde in beiden F\"allen nicht rekonstruiert. F\"uhrt man -die Rechnung ohne diesen Punkt aus, ergibt sich kaum ein -Unterschied. Schwache Signale werden also nicht gut reproduziert. +erzeugt aber dennoch nur ein geringf\"ugig besseres Bild. Der +angewendete Filter unterdr\"uckt schwache Signale, die zwischen +Starken liegen da die angrenzenden Werte abgezogen werden. Das +schwache Signal \((0,4)\) wurde in beiden F\"allen nicht +rekonstruiert. F\"uhrt man die Rechnung ohne diesen Punkt aus, ergibt +sich kaum ein Unterschied. Schwache Signale werden also nicht gut +reproduziert. In beiden F\"allen schmieren die Starken Quellen auf +ihren jeweiligen Verbindungsachsen aus. Dies kann ein Effekt der +bergrenzten Anzahl von Projektionswinkeln sein. \newpage \section{Verzeichnisse}