grzanka/README.md

## README.md

      
    Raw
  

              README.md
            
          
    SHIELD-HIT12A - PHITS comparison

  
## beam.dat
RNDSEED      	89736501     ! Random seed
JPART0       	2           ! Incident particle type (proton)
TMAX0      	150.0   0.0  ! Incident energy; (MeV/nucl)
NSTAT           10000    -1 ! NSTAT, Step of saving
BEAMSIGMA       2.0  -2.0    ! enable to get broad beam emitted from disc with 2mm radius
STRAGG          2            ! Straggling: 0-Off 1-Gauss, 2-Vavilov
MSCAT           2            ! Mult. scatt 0-Off 1-Gauss, 2-Moliere
NUCRE           1            ! Nucl.Reac. switcher: 1-ON, 0-OFF
DELTAE          0.005


## comparison.ipynb
{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "PHITS configuration:\n",
    "  - $500 \\cdot 500000= 2.5 * 10^8$ particles\n",
    "  - 150 MeV protons (monoenergetic)\n",
    "  - particles emitted from disk with radius 2cm with center at (0,0,0)\n",
    "  - water target : sphere radius 30cm with center at (0,0,0)\n",
    "  - scoring in XYZ mesh, 200 bins along Z axis from 0 to 20cm (1mm thick), X and Y limited to +- 1cm\n",
    "  - LET: linear mesh from 0.1 up to 5000 keV/um, 500 bins linear/logarithmic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib\n",
    "#%matplotlib notebook\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.colors import LogNorm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def plot_with_error_band(ax, x, y, err,label=\"\", xlabel=\"z [cm]\", ylabel=\"LET [keV/um]\"):\n",
    "    \"\"\"helper function to simplify plotting\"\"\"\n",
    "    p = ax.plot(x, y, label=label)\n",
    "    ax.fill_between(x, y, y+err, color=p[0].get_color())\n",
    "    ax.fill_between(x, y, y-err, color=p[0].get_color())\n",
    "    ax.set_xlabel(xlabel)\n",
    "    ax.set_ylabel(ylabel)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "def get_pages(fname=\"\"):\n",
    "    pages = []\n",
    "    with open(fname, \"r\") as f:\n",
    "        lines = f.readlines()\n",
    "\n",
    "    pages = \"\\n\".join(lines).split(\"newpage\")\n",
    "\n",
    "    pages_ok = {}\n",
    "\n",
    "    for page in pages:\n",
    "        page_table = page.split(\"\\n\")\n",
    "        num_table = []\n",
    "        for line in page_table:\n",
    "            if line.startswith(\"#   z\"):\n",
    "                #print(line.split()[4], line.split()[6])\n",
    "                z = 0.5*(float(line.split()[4]) + float(line.split()[6]))\n",
    "                #print(z)\n",
    "                pages_ok[z] = []\n",
    "            try:\n",
    "                float(line.split()[0])\n",
    "                #print(line)\n",
    "                pages_ok[z].append([float(x) for x in line.split()])\n",
    "            except (ValueError, IndexError, KeyError, UnboundLocalError):\n",
    "                pass\n",
    "            \n",
    "    for k,v in pages_ok.items():\n",
    "        x = np.asarray(v)\n",
    "        #print(k, x.shape)\n",
    "        pages_ok[k] = x\n",
    "        \n",
    "    return pages_ok"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "pages_dlet = get_pages('let_distrib_l.out')\n",
    "pages_tlet = get_pages('tlet_distrib_l.out')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "z_array = np.asarray(list(pages_dlet.keys()))\n",
    "dlet_all = np.zeros_like(z_array)\n",
    "dlet_p = np.zeros_like(z_array)\n",
    "dlet_He = np.zeros_like(z_array)\n",
    "dlet_all_2d = np.zeros(((pages_dlet[z_array[0]].shape[0], z_array.shape[0])))\n",
    "dlet_p_2d = np.zeros(((pages_dlet[z_array[0]].shape[0], z_array.shape[0])))\n",
    "dlet_He_2d = np.zeros(((pages_dlet[z_array[0]].shape[0], z_array.shape[0])))\n",
    "\n",
    "tlet_all = np.zeros_like(z_array)\n",
    "tlet_p = np.zeros_like(z_array)\n",
    "tlet_He = np.zeros_like(z_array)\n",
    "tlet_all_2d = np.zeros(((pages_tlet[z_array[0]].shape[0], z_array.shape[0])))\n",
    "tlet_p_2d = np.zeros(((pages_tlet[z_array[0]].shape[0], z_array.shape[0])))\n",
    "tlet_He_2d = np.zeros(((pages_tlet[z_array[0]].shape[0], z_array.shape[0])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "for i, (z, data) in enumerate(pages_dlet.items()):\n",
    "    #print(data.shape)\n",
    "    dlet_lwr = data[:,0]\n",
    "    dlet_upr = data[:,1]\n",
    "    dlet_avg = (dlet_lwr * dlet_upr)**0.5\n",
    "    dose_all = data[:,2]\n",
    "    dlet_all_2d[:, i] = dose_all\n",
    "    dlet_all[i] = np.dot(dose_all,dlet_avg) / dose_all.sum()\n",
    "    dose_p = data[:,4]\n",
    "    dlet_p_2d[:, i] = dose_p\n",
    "    dlet_p[i] = np.dot(dose_p,dlet_avg) / dose_p.sum()\n",
    "    dose_He = data[:,6]\n",
    "    dlet_He_2d[:, i] = dose_He\n",
    "    if dose_He.sum() > 0:\n",
    "        dlet_He[i] = np.dot(dose_He,dlet_avg) / dose_He.sum()\n",
    "    else:\n",
    "        dlet_He[i] = 0\n",
    "    #print(let_lwr)\n",
    "    \n",
    "for i, (z, data) in enumerate(pages_tlet.items()):\n",
    "    #print(data.shape)\n",
    "    tlet_lwr = data[:,0]\n",
    "    tlet_upr = data[:,1]\n",
    "    tlet_avg = (tlet_lwr * tlet_upr)**0.5\n",
    "    fluence_all = data[:,2]\n",
    "    tlet_all_2d[:, i] = fluence_all\n",
    "    tlet_all[i] = np.dot(fluence_all,tlet_avg) / fluence_all.sum()\n",
    "    fluence_p = data[:,4]\n",
    "    tlet_p_2d[:, i] = fluence_p\n",
    "    tlet_p[i] = np.dot(fluence_p,tlet_avg) / fluence_p.sum()\n",
    "    fluence_He = data[:,6]\n",
    "    tlet_He_2d[:, i] = fluence_He\n",
    "    if fluence_He.sum() > 0:\n",
    "        tlet_He[i] = np.dot(fluence_He,tlet_avg) / fluence_He.sum()\n",
    "    else:\n",
    "        tlet_He[i] = 0\n",
    "    #print(let_lwr)    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "SHIELDHIT12A configuration:\n",
    "  - $200 \\cdot 100000= 2 * 10^7$ particles\n",
    "  - 150 MeV protons (monoenergetic)\n",
    "  - particles emitted from disk with radius 2cm with center at (0,0,0)\n",
    "  - water target : sphere radius 30cm with center at (0,0,0)\n",
    "  - scoring in cylindrical mesh, 400 bins along Z axis from 0 to 20cm (0.5mm thick), R limited to +- 1cm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "dletp = np.loadtxt(\"dletp_cyl1.dat\")\n",
    "dlet2 = np.loadtxt(\"dlet2_cyl1.dat\")\n",
    "dleta = np.loadtxt(\"dleta_cyl1.dat\")\n",
    "\n",
    "tletp = np.loadtxt(\"tletp_cyl1.dat\")\n",
    "tlet2 = np.loadtxt(\"tlet2_cyl1.dat\")\n",
    "tleta = np.loadtxt(\"tleta_cyl1.dat\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
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k/JM4f9T5JFoSKV+ziiWvR0aossUnkPSFoRx315OYBP0+IFIGlZ+Yf4DfYewZd14ohRBC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\nxt3ZAUqB1qTlD6N1RxXHXv5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3JTKpXpzVREFaHBUtLo4tTO81p8kXTc5LxmhQrK6K9DP5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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fbdc4dfe6d8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f, ax = plt.subplots(1,2,figsize=(12, 8), dpi=80)\n",
    "\n",
    "ax[0].set_title(\"dLET\")\n",
    "\n",
    "ax[0].plot(z_array, dlet_all, label=\"all PHITS\")\n",
    "ax[0].plot(z_array, dlet_p, label=\"protons PHITS\")\n",
    "ax[0].plot(z_array[dlet_He>1], dlet_He[dlet_He>1], label=\"He PHITS\")\n",
    "\n",
    "plot_with_error_band(ax[0], dleta[:,0], dleta[:,1], dleta[:,2],label=\"all SH12A\" )\n",
    "plot_with_error_band(ax[0], dletp[:,0], dletp[:,1], dletp[:,2],label=\"protons SH12A\")\n",
    "plot_with_error_band(ax[0], dlet2[:,0], dlet2[:,1], dlet2[:,2],label=\"He SH12A\")\n",
    "\n",
    "ax[0].set_xlabel(\"Z [cm]\")\n",
    "ax[0].set_ylabel(\"LET [keV/um]\")\n",
    "#ax[0].set_ylim(0,20)\n",
    "ax[0].legend(loc=0)\n",
    "ax[0].set_yscale('log')\n",
    "\n",
    "ax[1].set_title(\"tLET\")\n",
    "\n",
    "ax[1].plot(z_array, tlet_all, label=\"all PHITS\")\n",
    "ax[1].plot(z_array, tlet_p, label=\"protons PHITS\")\n",
    "ax[1].plot(z_array[tlet_He>1], tlet_He[tlet_He>1], label=\"PHITS He\")\n",
    "\n",
    "plot_with_error_band(ax[1], tleta[:,0], tleta[:,1], tleta[:,2],label=\"all SH12A\" )\n",
    "plot_with_error_band(ax[1], tletp[:,0], tletp[:,1], tletp[:,2],label=\"protons SH12A\")\n",
    "plot_with_error_band(ax[1], tlet2[:,0], tlet2[:,1], tlet2[:,2],label=\"He SH12A\")\n",
    "\n",
    "ax[1].set_xlabel(\"Z [cm]\")\n",
    "ax[1].set_ylabel(\"LET [keV/um]\")\n",
    "#ax[1].set_ylim(0,20)\n",
    "ax[1].legend(loc=0)\n",
    "ax[1].set_yscale('log')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7fbdc510bfd0>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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g7d13383532/58uXs2rWLww8/PP3YnXfeyUUXXcSSJUtobGzkmWee4eSTT875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XACcy/7Nsnzzy/f77qY5uY9x8/89MV0XXLJOM8Ec7/9LQBMMnnQ1ytt3bpf4QFQi2np9f1VEJFp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\nRERERERqQsWHiIiIiIjUxP8Hqnl9Vpl0pvgAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fbdc501c0b8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f, ax = plt.subplots(1,2,figsize=(12, 8), dpi=80)\n",
    "\n",
    "ax[0].set_title(\"dLET\")\n",
    "\n",
    "ax[0].plot(z_array, dlet_all, label=\"all PHITS\")\n",
    "ax[0].plot(z_array, dlet_p, label=\"protons PHITS\")\n",
    "\n",
    "plot_with_error_band(ax[0], dleta[:,0], dleta[:,1], dleta[:,2],label=\"all SH12A\" )\n",
    "plot_with_error_band(ax[0], dletp[:,0], dletp[:,1], dletp[:,2],label=\"protons SH12A\")\n",
    "\n",
    "ax[0].set_xlabel(\"Z [cm]\")\n",
    "ax[0].set_ylabel(\"LET [keV/um]\")\n",
    "ax[0].set_ylim(0,12)\n",
    "ax[0].legend(loc=0)\n",
    "\n",
    "\n",
    "ax[1].set_title(\"tLET\")\n",
    "\n",
    "ax[1].plot(z_array, tlet_all, label=\"all PHITS\")\n",
    "ax[1].plot(z_array, tlet_p, label=\"protons PHITS\")\n",
    "\n",
    "plot_with_error_band(ax[1], tleta[:,0], tleta[:,1], tleta[:,2],label=\"all SH12A\" )\n",
    "plot_with_error_band(ax[1], tletp[:,0], tletp[:,1], tletp[:,2],label=\"protons SH12A\")\n",
    "\n",
    "ax[1].set_xlabel(\"Z [cm]\")\n",
    "ax[1].set_ylabel(\"LET [keV/um]\")\n",
    "ax[1].set_ylim(0,12)\n",
    "ax[1].legend(loc=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x7fbdc523dfd0>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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CiYgMW3Eb56erf8ovN/6SeSXzePjih4/aBI7m5+t/zoNrHiTTk4nLuFh609LjvtEGwgE+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\nAxMREREREfHd/wMlNP25iqB56gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fbdc5021ba8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f, ax = plt.subplots(1,2,figsize=(12, 8), dpi=80)\n",
    "\n",
    "ax[0].set_title(\"dLET\")\n",
    "\n",
    "ax[0].plot(z_array, dlet_all, label=\"all PHITS\")\n",
    "ax[0].plot(z_array, dlet_p, label=\"protons PHITS\")\n",
    "ax[0].plot(z_array[dlet_He>1], dlet_He[dlet_He>1], label=\"He PHITS\")\n",
    "\n",
    "ax[0].set_xlabel(\"Z [cm]\")\n",
    "ax[0].set_ylabel(\"LET [keV/um]\")\n",
    "ax[0].set_yscale('log')\n",
    "ax[0].legend(loc=0)\n",
    "\n",
    "\n",
    "ax[1].set_title(\"tLET\")\n",
    "\n",
    "ax[1].plot(z_array, tlet_all, label=\"all PHITS\")\n",
    "ax[1].plot(z_array, tlet_p, label=\"protons PHITS\")\n",
    "ax[1].plot(z_array[dlet_He>1], dlet_He[dlet_He>1], label=\"He PHITS\")\n",
    "\n",
    "ax[1].set_xlabel(\"Z [cm]\")\n",
    "ax[1].set_ylabel(\"LET [keV/um]\")\n",
    "ax[1].set_yscale('log')\n",
    "ax[1].legend(loc=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Xv/517rvvPi677DJuuOEGLr30Ur75zW8CUFNTM8A/mMEX7UrLJqDYzAIA5o0fG41XbRkQ\nzrmFzrkzkpOTB+qSIrIfOistbSR4/7a2RDMcERGRQXHuuecCMGHCBI4//nhee+21rmPnnHNO1/MX\nX3yRBQsWkJiYSCAQ4LzzzuPFF1/s8ZovvvgiZ555JllZWQB8//vf/9S5p512Gjk5OQDMmTOH9evX\nA/C5z32O66+/nmuvvZbXX3+d7OzsgX2zQyCqlRbn3A4zew84C/gtcDpQGpnPMiA6Ky2dv0ARiTav\n0hIiCEB7m5IWEREZQH2shAy17nO709LSup4753qa993jNXo7Nykpqeu53++nvd2bO3rJJZcwb948\nXnrpJS6//HKmTp3K3Xffve9vJgqGquXxXWZWDhQDL5rZum6Hvwd8z8xKgF8ACwby3qq0iMSYSPew\nkM+rtISUtIiISBz6zW9+A0BpaSmvv/46xx9/fI/nnXLKKfz2t7+lra2N9vZ2HnroIU4++WQAMjIy\nuuasdJ775z//mYaGBgDuv//+rnP3Zu3atUyYMIHzzjuPyy+/nKVLl+7v2xtyQ9U97ELgwj0cWwvM\nGax7q9IiEmsilRbzkhZVWkREJB4lJiZy3HHHUVFRwR133NE1n2V3559/PuvXr2fmzJkAzJ07l4sv\nvhiAs88+m+985zssXLiQiy66iHPPPZcPPviAOXPmYGZMnz69TxWTO+64g5dffpmEhAT8fj+33HLL\nwL3RIWLO7T4PPj4VFxe78vLyaIchcsB7a+EtzF51LWsDh3BI+1o2fv1lxk6eGe2wRERkmOro6KCk\npISDDz4Yv98f7XAAb8hWQ0PDp4aBHaj29vsxs83OueK+XCfaE/FF5IDjfVHS7kv0/lWlRURERHoR\nCy2PB5WGh4nEmEj3sI5I0tLR3hbNaERERAbcgTKSaSjFfaVFE/FFYkzkD3mHT3NaREREpG/iPmkR\nkRgTqbSE/ZFKS1trNKMRERGRYSDukxYzm29mjzU3N0c7FBFhV8m8M2kJtytpERERkb2L+6RFw8NE\nYszulZaQkhYRERHZu7hPWkQk1niVFhfwVu0Nt2tOi4iIiOydkhYRGVqRSouLVFpcSN3DREQkvowb\nN44PP/zwU/vmzp3LM888E6WIhr+4T1o0p0UkxnS2gYxUWpzmtIiIiEgv4j5p0ZwWkRgTqbRYIFJp\nUdIiIiIHkIaGBs477zyOPvpopk+fzgUXXEAoFIp2WDEv7heXFJEY01lpCUYqLR0aHiYiIgPnhy/9\nkE0Nmwbl2qPTR3PHSXf06dyvfvWrJCUldW2vW7cOgEsvvZQTTzyRBx54AOcc5513HnfeeSc/+tGP\nBiXmeKGkRUSGlOuqtGh4mIiIxK/HH3+cqVOndm3PnTsXgEWLFrF06VJuueUWAJqbm0lISIhGiMOK\nkhYRGWJepcWXEBmy2a5Ki4iIDJy+VkKixTnHokWLmDBhQrRDGVbifk6LJuKLxJhIpcUXjCQtGh4m\nIiIHkHnz5nHjjTfS3t4OQE1NTdfQMdmzuE9aNBFfJMZE5rT4E7zhYaakRUREDiC33347gUCAGTNm\nMH36dE4++WRKS0ujHVbM0/AwERlan0laNKdFRETiS09JyOLFi7ue33333UMXTJyI+0qLiMSazqTF\nq35aWG0eRUREZO+UtIjI0IrMaQl0Ji0aHiYiIiK9UNIiIkPKIsPDgkkpAPhUaREREZFexH3Sou5h\nIrGlc50WfyBIhzN8YVVaREREZO/iPmlR9zCRWONVWsyMEAElLSIiItKruE9aRCTGRCotZn7aLKjh\nYSIiItIrJS0iMrS8QgvmM9oJ4FfSIiIicai9vZ1rr72WyZMnM2XKFCZPnsz5559PbW1ttEMblrRO\ni4gMKXMd3r/mJ0SQgNPwMBERiT8LFiygurqaJUuWkJ2dTTgc5oknnqC6upqsrKxohzfsKGkRkegw\nI2RB/K492pGIiIgMqHXr1rFw4ULKysrIzs4GwOfzMX/+/ChHNnwpaRGRoRWZ0+Lz+QhZkIDT8DAR\nERk4m77/A9o2lQ3KtRNGj2H0Pb2vZr98+XImTZpEXl7eoMRxINKcFhEZYp2TWox20/AwERER6d2w\nq7SY2eeAs4AkoMY5d1GUQxKR/uiqtPgjSYuGh4mIyMDpSyVksM2cOZOPP/6YqqoqcnNzox1OXBiS\nSouZ/drMSs3MmdnU3Y5NMrM3zazEzJaZ2WF7u5Zz7mXn3ALn3JnAWDNLH9TgRWRguV3rtHRYkCAa\nHiYiIvFl4sSJnH766SxYsKCrW5hzjkceeYT169dHObrhaaiGhz0OHA9s7OHYfcD9zrmDgZuAhwDM\nrNDMFu/2uL3zRWb2ZWC1c65hCOIXkQFineu0+Hx0+IIENadFRETi0G9+8xsOP/xwZs+ezZQpU5gy\nZQpvvvmmKi/7aEiGhznnXgXvm9XuzKwAmAmcGtn1BHCnmY1zzpUCc3u6npmdCxQ7534+SCGLyKCJ\nzGnBCPsSCKLhYSIiEn+CwSDXXHMN11xzTbRDiQvRnog/GtjinDeo3TnngDJgzJ5eYGanA/8JFJrZ\nvWaWv4fzfmxm5Z2PxsbGQQhfRPqtW/ewsC9IAu24cDjKQYmIiEgsi4WJ+G63bevxrM6TnXsCryKz\n94s6dytwa+d2cXHx7vcRkSgy8xH2JeAzR3tHOwFfQrRDEhERkRgV7UrLJqDYzAIA5o0fG41XbRkQ\nZjbfzB5rbm4eqEuKyP74VKXFS1TaWvX/TxEREdmzqCYtzrkdwHt4LYwBTgdKI/NZBuoeC51zZyQn\nJw/UJUVkP1jXOi0+woEkANa++XQUIxIREZFYN1Qtj+8ys3KgGHjRzNZ1O/w94HtmVgL8AlgwwPdW\npUUklnTrHpZ74vnUksb0Ny5i1Rt/jXJgIiIiEquGJGlxzl3onCt2zgWcc4XOuYndjq11zs1xzh3s\nnJvlnFs1wPdWpUUklnRbp2Xi4cex7Uu/w2+O+tUvRDkwERERiVXRntMy6FRpEYktncPDfD7vz8+4\nKccAkFA/YFPZREREJM7EfdKiSotIjOlWaQFISkljBzmkN5dHMyoREZEB1dbWxs9//nMmTpzIoYce\nytSpU3n44YejHdawFQstj0XkgNLZPczftacqWERhaFO0AhIRERlw3/nOd2htbWXlypWkpqZSWlrK\naaedRigU4vzzz492eMNO3FdaNDxMJLaY6+wetmtJpsaUYrKpp6GuOkpRiYiIDJx169axaNEi7r//\nflJTUwEYN24ct9xyC9ddd12Uoxue4r7S4pxbCCzU4pIisaJzTsuuSkt75liogx0b15A+/dhoBSYi\nInHgr3e/T13F4HxZnZmfzJd+ML3X85YvX86kSZPIzc391P45c+ZQXl5ORUUF+fn5gxJjvIr7SouI\nxJjd5rQABHLHA1C/9eOohCQiIjLQuv93TvZf3FdazGw+MD8nJyfaoYgIYD3MaUkvmgTvQWvFJ9EK\nS0RE4kRfKiGD7YgjjqCkpISqqqpPVVuWLFlCcXGxqiz7IO4rLeoeJhJjeqi05I05xNtXUxqNiERE\nRAbUpEmT+MpXvsL5559PU1MTAKWlpVx66aVcccUVUY5ueIr7SouIxJbOSkv3pCW3oJhml0DyTnUQ\nExGR+PDII49w5ZVXMm3aNBISEvD7/Vx66aWce+650Q5tWIr7pEXDw0RiTGfzMN+uQq/5fFT68sho\nq4hSUCIiIgMrMTGRX/3qV/zqV7+Kdihxodekxcxu6sN16p1z1w9APANO3cNEYosRpsMZ/t32Nway\nKAhtjkpMIiIiEtv6MqflbGBnL49vDVaAIhJnnMPx2Y4qLQk5ZLoGwh0dUQhKREREYllfhoe95Jy7\nZm8nmNmkAYpHROKeI9xD0tKWmENgZ5jamgqy8gqjEJeIiIjEql4rLc65swbiHBERAMNBD0lLONlr\nCVlXuWWIIxIREZFYF/ctj81svpk91tw8OCujikj/mAv3WGmx1DwAdtZsH+qQREREJMbtV9JiZs8M\nVCCDReu0iMSanue0BDIKAGipU9IiIiIin7a/lZb/HJAoROSAYXuYiJ+YMQKAUL3aHouIyPA2btw4\nJk+eTHt7e9e+WbNmsXjx4ugFNcztV9LinHt3oAIRkQNFz0lLSraXtIQblbSIiMjw19raykMPPRTt\nMOJGnxeXNLOH6VoWbhfn3DkDGpGIxLU9zWnJyPU6hvmaKoc6JBERkQF3zTXXcPnll3P22WeTkpIS\n7XCGvT4nLcA73Z4nAacD7w1sOCIS74wwzj6btGRGkpZAa/VQhyQiInHk/266lrrt2wbl2pkjCvm3\nn/2yT+fOnDmTE088kdtuu40rrrhiUOI5kPQ5aXHO3dV928zuAR4f8IhEJO71NDwsITGJelJJbKuJ\nQkQiIiID7/rrr2f27NlccMEF0Q5l2OtPpWV3zcC4AYpj0JjZfGB+Tk5OtEMREbzhYT0lLQB1lklq\nSEmLiIjsu75WQobChAkT+MY3vsH1118f7VCGvf7Mabmp26YfmAWsHvCIBphzbiGwsLi4+DPzcUQk\nGhxuDz1AdgayyAtt4eMVr1E8aQbJqelDHJuIiMjAuuqqqzjssMMIBoPRDmVY60/3sJ3dHtXAPcA3\nBiMoEYlfXsvjnjUHs8mjlkmLvsyKx28Y0rhEREQGQ35+PhdffDFbt26NdijDWn/mtFwzmIGIyIHB\ncIT38H2JP9zW9TyhYtVQhSQiIjKgSktLP7V91VVXcdVVV0UnmDixX+u0mNnMgQpERA4Mtsc6CzQV\nH9en80REROTAsl9JC3DdgEQhIgcOt+dKy6yvXcGO81ZQSxqJbWp9LCIiIp79Slqcc18aqEBE5MBg\nhPd4LBBMoGDUeOp9maS21w5hVCIiIhLL+p20mFnAzFI6H4MRlIjEr73Naem0059FRrhuiCISERGR\nWNeflsdHAw8Bh8KnFlnwD3RQvcRxOPB9vNh9wALnnAa/iwwT3lyVntdp6dSSkE1m22rCHR34/EP6\nJ0ZERIYZM++/Kfo4GJs6fy+dv6d91Z/FJX8NnAvcC5wIXIy3wGSvzOzXwDxgLDDNOfdht2OTgN8B\neUAt8B3n3B7Xf3HOrQQuiLx2IZAKNPbjfYhINDlHuJc/XG2JOfh3Omqqd5CdXzREgYmIyHDk8/kI\nBoNUVVWRm5u73x+OZeA456iqqiIYDOLz7d9U+v4kLUHn3FtmFnDONQD/z8wWA7f24bWPAzcBr/dw\n7D7gfufcb83sq3jVnDlmVgj8ebdzVzjnLjGzU4DvAlVAUz/eg4hEWV8qLeHkXADqq7YqaRERkV6N\nGTOGsrIyqqvVxCXWBINBxowZs9/X6U/S0h75t8rMZgDleJWTXjnnXoXPloXMrACYCZwa2fUEcKeZ\njXPOlQJz93C9vwN/N7O7gBnA8n68DxGJIm9Oy96TFkvNA2BnzfahCElERIa5hIQEJk6cSDgc1jCx\nGGJm+11h6dSfpOXPZpYL/BfwauS1v9zP+48Gtjjn2gGcc87MyoAxQGlPLzCzLwBfYteclg/2cN6P\ngR93bmdmZu5nqCIyEMyF6a3SEsgoAKClTkmLiIj03UB9QJbY0+ekxTl3W+TpC5HkJSkyTGx/7Z4O\n7/XTjHPueeD5Xi/q3K3ArWY2H5jv9/vn73uIIjJQDHC9JC2JGSMACNXvGIKIREREJNb1mo6a2fTd\n9znnQt0Tlp7O6aNNQLGZBSLXMbzqS9k+Xu8znHMLnXNnJCcnD9QlRWQ/GGFcL5MkU7K9pMW3+R2W\n3n0+ba0tQxGaiIiIxKi+1NB+O0DnfIZzbgfwHnBWZNfpQGlkPsuAMLP5ZvZYc3OfGp2JyKBzuF7+\n9GTkFgJwVN3zHLPjf1m3/OWhCExERERiVF+Gh003s72N0TCgdW8XiEyY/xegEHjRzBqdcxMjh78H\n/NbMLgfqgW/3IaY+c84tBBYWFxdrVpZIDDBcr8PDMiNJS6fmmi2DGZKIiIjEuL4kLQf14ZyOvR10\nzl0IXLiHY2uBOX24h4jEAa972N4XjExITKKeFDIiHc1DdduGIjQRERGJUb0mLc65jUMRyGDpnIif\nk5MT7VBEBDDnoA8Lf9VbJhnOS1pcg7qIiYiIHMjivi+cJuKLxBbDEe5D0rJ58ndZMtIbLepvqhjs\nsERERCSG9WedlmFJlRaR2GL0vk4LwOyv/RwXDtNyzaMktihpEREROZCp0iIiQ6ov67R0nevzUe3L\nJjVUPbhBiYiISEzrc9JiZhn9JX1PAAAgAElEQVRmdruZPRnZPszMvjF4oYlIPDIX7nPSAtDgzyGz\nQ0mLiIjIgaw/lZZ7gUp2dRPbAPx8wCMaYFqnRSS2GOCs7396mhJyyXZ1VO/YzPby9YMXmIiIiMSs\n/iQtk51z1wMhAOdcM30ZmB5lGh4mElu8OS1915acT8DC1N77RfwPfp5Q216XhRIREZE41J+kpa37\nhpklMwySFhGJLd7ikn3/0xNOLQBgQriUPGpZs+SvgxWaiIiIxKj+JC0vR1atTzSzucD/AosGJSoR\niVte0tL37zt86SM+td284omBDklERERiXH+SlqsABzQANwHLgGsHI6iBpDktIrHFcLg+rNPSKSGz\nsOt5NRlMqnlFQ8REREQOMH1OWpxz7c65G5xzs51zRzvnrnfOtQ9mcANBc1pEYovh6M/I0pSckQDs\nIIe1Y75BNg18/O4/Bik6ERERiUX9aXl8rZllmeevZlZpZqcPZnAiEn+8Skvfi7zZReMB2Jg1m+Sx\nMwFo3LJ2UGITERGR2NSf4WH/4pyrBU4G2oHjgCsGJSoRiVvenJa+Kxg1nhXH38v4r/+KzCKv43q4\npmxwghMREZGYFOjHuZ19Sv8JWOicW2v9GJcuIgKdw8P6830JzDjZW8c2KSUNAH/DJt763xvxly9l\n1qXqByIiIhLv+pO07DSzXwBfB44zMx+QMDhhDRwzmw/Mz8nJiXYoIgL4+jkRv7u0jGxqSSO1eSvB\nkoVM6lhHXU0lHaFWklLSSEnLHOBoRUREJBb05+vO7wCFwM+cc9uBCcAfByOogaSJ+CKxpn8tj3dX\n6R9BXttmRrdv9LY3ldB+9/GseuB8AOpqKnHh/i1gKSIiIrGtP93D1jnnLgHeMLOCyPYNgxibiMQh\nn+tf97DdNSQWUkA1SRYCoPKjVymgmryGNWxY/TZpt0+k7PpprPzHnwl3dLD00euo3FZG884G1rz1\nwgC9CxERERlKfR4eZmaHAo8Bo7xN2wTMd86pjY+I9Fl/u4ftrjWtGJp2bSdsfAWA/I7trP7odcab\nY2y4nNAbN1GSmsMxJTeztKkGElI55pNfszHzZba9dBcJO7dyxM+eZckfr4NQE/kzv8LE6ceys6GW\nhMRkggmJ+/tWRUREZID0Z07L3cANzrlHAczs68C9wOcGIzARiU/9XaflM7JGw45dm5N2vgcGadYM\nm98FvDVdCtu3sHrLGgAC9Rtx5gegeuMHjK58lbxwFds2rWPOxzcDUF/6W9oP3UjjLTMpzf8co7/0\nM0KP/Duhf7kfF+6g8t1FHHPOzax7/w0CwQTGT5lN884GEpNS8Pn9+/5+REREpFf9+bozuzNhAXDO\n/RnIGviQRCSe2X5MxAdIzPPWbelwRoczL1mJGF29lA5nbMw8ytu/aRkAac1bSGsqB6Bl+zpGhCtI\nsA7K33ux67UZNLF+5euMoIrsmvcpf+8FxobLqVj5HLWL72RO+UOUr/+A1CcX0PGX71O5bRPupoN4\n+y+3s/Gjd3n35n+hsb6GspIVGoYmIiIywPqTtHSY2WGdG2Z2CLvaIIuI9IlvPyst6SO8pGWLr4gK\ny/vUsSIq2O7LpyP3EADGVC8FIDe0ldzQVgBStr6F37yVYsKfeEPLVgenAlD9wfPe+e3b6agu9eKt\nKyO1abN3fNNHFIZ3UNi+ha0ly0mxVmzzO2x581GObFzM+ndfpP6J/2DUs9+iPdTGxmunsOThn7Oz\noZYl911IXU0lLU2NbNu0bp/fv4iIyIGoP0nLFcArZvaCmb0AvApcNjhhDRwzm29mjzU3N/d+sogM\nuv2d05I/+mDCzqhInUR1cAQAYbcrCapKKCZxxEQACqnwXkMNBVQDMLFpZde5Y2q9Skxd0XEAZGx9\nA4Bc6kisLgEgaedmckLbAGha9wY+c6RZMzvLlgOQ0ryFQP0mAFoqSslr3Uy6NVO6ehljw+Wkb1vK\nRy//mTlb/8CaF3/He7//ORkPHkt9XTVv3rmAN37zC5xzvPLMH6isrCQcduxoaNnnn4+IiEg86k/3\nsOeAw4BfA3cAU5xzMT8GQi2PRWKL7WfL48ycfFYedycj/v0GdqaMBGB9cGLX8aa0MWSOmrzH16fa\nroSgkEoAsqecDMCk1tVdx8bvfA+A3NZNFLgq77wdb3cdT968BICstm2kNm8BwFVvIC9ybuWqlyPH\ntxOKVG3CtWWk1qwhxVrZUfoRR1Q8xZhNT/LxB2/zT+9cyJonb+L1vz1K+82HsWlTKc/+7UkW/vEB\nAF74oIz/+ftqnnnfu1dVYytNbe19/8GJiIgMY70mLWaW0vkAdgL/AF4CmiL7RET6bL8n4gNHnHoW\noyZMoSN9NABVOTNpcUEAXM5BFI7blbS0ub33G6kki5GHHAlAgnV07c+mAYBitw1fZDjZQaGSruPj\nmz8AoCBcSW6bl0hkVb1HwLxRs4nlSyLHK/DXlQEQbNhMVps3TK1q3TKSrY2CcAX15V6yFKwrxV+6\nmJFWxfY1bzH+nev5QskvqalvZMbjJ3De63NpXngBbe1hfnT7b7nt8X+wra6Ff779VT7cXEdZVRN/\nfGtj/36YIiIiw0BfKi2NQMNeHiIifebDwX5MxP/UtbLHAGB5k9jhLwAgacQkUtIyqSAbgJKkqV3n\nb7ERXc8bnFd9rQyOJCMrlxrSe71fsFtSkxHpu5xg7YzAq65MaNvVAX5c0/tdx/PrVgGQ2ryFgg6v\n9Zmv7E0AEi1Ea9k7AKQ0byOx0Zs/01JZSkH7NjKsiTUr36TAakmxVub7X2HVhnLuCV3F3NLbeH/V\n+9xffQ5r3vkH//vSG7z95L1sqNzJX5aX8+QK71rlNU20te+agtgRdr2+VxERkVjSa9LinPM55/zA\nfwK/AHKAXODnwKWDG56IxBufOVy/ptPt2aQTv8bbmV9g4j99g9oEb6hY9uhDAagIjgKgYeTxXeeX\nZx0FeC2RtwWLAWhM9s6rCBR1HevUGqne9FVPlRqA8eFSAMa2retaFLO47r1d51Z6SUt2aBuZrV4l\npm37WnKtHoD6j7yGAQ3mJVabP3iFVGslv60c27SUMb4KMra+wRFlj3B7wt3sKFtL/tPfIuup77K9\nrpk/3fpjFr6wmI+21nP67c9z8JXPcv+r62loCXHrC2tpbtsVt4iISCzqzyeH05xzv3LO1Tnnap1z\nNwNfHazARCT+uHDk2/6BKbSQnV/EUT96jNwRxTSN+Sc2+MZSFBka1pjqVWFyp51CONIe2cYeC0BV\nsIiGJC/Jac8cC0BDJHkpy5hJR2Ri/7rEroaJbPR5SU4dqV3H21z/1mdJsdau50WRJgEAEyPDzgpc\nJQUd2wEYWbu863j6Dq9hwNasmQC4Uq9hQKGrpK3SGw4WbNxCeotXWakoW8uM8GqmdHzEhtVv81P/\nnxi59hE+fuVPPFF7Bq8EL6Z11V95ZuUWXn75BV5YtZWNVTt5ee2uBXC217ewuVYNTEREJDb0J2nJ\nMbOu2a6R53l7OV9E5FOc84YlDVSlpbtjvnkV43/5PgmJSQBkHHsOy3LmMWHaseywXLb78kkf5bVC\nbkwZRWtkPow/dwIAbelekhPKOqirlXJ90Zyu62/L9ua9bA+MotK8aswnCYd0HS+3wq7nDXhDz7p3\nNdubzgpNgnWQaTsBmORKu44fFvKGl/nHe13ORkaqNBnWRFLVR4C3Fk1uyEt46kpXkm7N5Fk9m0pW\nAJDUtJWUHd7zYqtkes0LJH3yHE8nXolbv5i/Pf4bSn9/EQ3NbfzgvueY918LOemWxdQ1h/jtGxt4\n7O1NfXovIiIig6G/LY+XmtnzZvY88CbecLEhZ2bXm9mLvZ8pIrEkHI4MQxqgOS17M/noUzj64t8T\nCCaw7fjr2XH8dRQfciQbfaOxiSeTOO4Y2p2PgkOOAXYlL8H8g6hO8BKQrMM+B0AVmbi8SMKTVER1\n0DteU3B01/22ZHpVkHpS2Bz01pL5JDCh63hlt7V4e2sOAHStJQOQFUlkCqZ48Uxl1zovUzu8hCa7\nfXtX9Sa/5t2u44HNbwGQGdpOcKdXiWmyFLLatpNQtQYAq1rLERWL+G7gedZtLOOyzRfxVtJFPMy1\nbKqs47EXX+exfyzFOceflpWxvd7rwNbQEuKNdZXUt4R6fT8iIiL7o/f/ckY45/5iZq8Bx+AN7lji\nnKvo5WWY2a+BecBYYJpz7sNuxyYBv8Or2NQC33HOre7xQrteMx9YHolDRIaRway07M2Mk7/R9Tzt\nlx8yFm+oWsPs0xib5VVVpn7huyxtrGTGyWfx3pb3qdhazoTDT6Tl2SCVwUISc71hZK3pown7ghBa\nRfL4Y2gr/wMJ1o6NOw5WPEuFfwSNSUUQWk1V1nTGVpYStA42ps0gr3ExAOsTDuHQ0Cq2Wj4F4Ur8\n5mgiiRT2vD5LrWWQWewNV0u0Xa2OR1gtAOPY1tW5bCZruo5PavkQfFDoKmhpCVLnz6Q2oYiC5h1s\nrS8HwFe/mezQNjD4+INlHOHz/rTP8a/m76VruL3jBup2pvFh2YkkPX0Bfyv9LmOnn8B1j/yNjeFc\nvnv8RK788q6hdCIiIgOtX58cnHMVzrmnnXNP9SVhiXgcOB7oqQ/nfcD9zrmDgZuAhwDMrNDMFu/2\nuD2S5BzpnPtLf+IWkdgwlJWW3pjPR0bWrhGuKWmZHPPt60lKTuWoc24j9ScrSUxKYdVRN9D++asZ\nPf1EttgI0g49lVDOJADyxk1jhy+POlLJHj8DgIbEIkLp3vwYlz2OCp93j/bR3lCzNhegLmc6AFUJ\no6j05QKwMWVaVyzlkUoNQKOlAlCbUIQlplFnPXc560xYAPIiE/gBDjXvT2+ONTKeLdQlFtGSUsQI\nashs8ZKWQMMWRkWqNG0bvK5mjf5ML5ZPPmKCbWWCbeHjFW/yb/43KC7/Kw1Lf88/Ei5heeL3yCz9\nG0vWVTDvirsp2d7A6i31XPyn9zjl1lf4eLuaTIqIyP7rc6VlXznnXgWw3T6kmFkBMBM4NbLrCeBO\nMxvnnCsF5u5+LTP7DyDTzG4HDjazec65pwYvehEZSJ2VlgGbiT9IAsEEAsEEAI788nm7DvxnCSOB\npplzWbPmFCZPnMpbh56La21gyrjDqCeFloLD8afmwRZIzJ9AbVkBI9u2UzD18/DRDWz3FUDWGNgO\nzcmjqHEhRrRV0jpqNnzsLV5ZP+IoKN9AtWVTn1BAWutamiMLadYEC8lsa6DZkkh2e67MdOo+zCzb\nGqlKHUU4bSS+asfhrAfgYEpJjTQJGN24EnxQX3AUaVtfxL/5bQIWJpcGdmzw2jgnN23FRebrZFoT\nk2tfofLtZJ4KXsbfl4/k/dKtHLv5OSx8GK+tHUlzqIObXyjhg/Ja7jpzJgePSGf5xhpOnVKIiIhI\nXwx60rIXo4Etzrl2AOecM7MyYAxQ2tMLnHP/0/nczKbuLWExsx8DP+7czszMHKCwRWRfdXYPczFQ\nadkfKWmZTJ51EgCzz/hp1/6GSz5kVmo6rS1NvNXWxMzPncHyik9YXQaTJx9JPSlUJ40mKW8crIX2\nzNE0hVuhbRUpE44h9PE9+F2YxAnHQvlj1CYU0ppSCK1rCWd6jQOakgqh7WPKU6cyqdFrlbwjYQwF\nbd4Cli2+ZJLCe+765cseQyCtCEp3dTM7yLe16/hM+xiA9ENOgK0vMrH5A4g0ScutXg4+yAztIOwc\nHfhotWQy23YQqvBG9rZvX80Jlc9zdGAFX2cxj20YyaslSXxt42OMCU/hnXVFLF5bwf2vfsLLP5nL\nyKwkXi2pZHNNE9+aMw6fb3j/b0NERAZHNJMWgN1XOOvzf62ccyf3cvxW4NbO7eLiYq2mJhJlznUO\nYRraOS1DJT3LG+oVCCYw+8xfAjD7rKuBqwHY8W8LGZFdQEpGDivfm8OoOWdQt/IZ2uoXUzRpBrUv\n5eMPh8gb480Pac8oxtKKoAaS8r0hY6H0YqiH5oyDqNm5jmxXS2Ph0RSUeUlLTc4RFFW+SU0gj6SO\nnSS7Zlr9qSR2eJP5k/PH4dKL9vwezEt40iedAIvhCN+uSf8z8RbPLKQSQmFqEvIJBTMo2lnJjhqv\nu1hHzSZy23d0/TX313zC4U0lnOBfxpf8y3iiNIf1FHNb8HE2bj+c//q/Elas30IF2UwrzmTKyExe\nWL2dj7c3cNHnJ5IY6F9baRGRA9HZD73F7PE5XPT5SdEOZdBEM2nZBBSbWcA5127e+LHRQNlA3iQy\ncX9+Tk5Or+eKyOAKd63TcmB+mz7x8F0LXR7+s+ciO6dB4zkkZI0med7/g3AHgeJDCSfnMuHIU8A5\n2AATJnqJTELOGNgMwdyx1FWNILu1loxD/gnKHqcdH+0jj4TKN9mZPJJQWz3JraU0Fswicau3QGXW\nyIMIp47oiqMDP356WFyyYApNlkwKu6o2nRWZPKsnkRA1yZNxiekUNX1Cfsc28EG4dhMjqWR7ysGM\naCohuHMrmW3bupKYpIaNTA99wD/73+CpTR9yfvnVHJX0ESvCB1G27Y888o/3WVGyno1uBNNGZXL8\npDyeeX8r75fX8tNTJ5OZ0r8FP0VE4t3O1na+ffdPqBp3CHz+wWiHM2ii9nWnc24H8B5wVmTX6UBp\nZD7LQN5noXPujOTk5IG8rIjsg13dww7MpKVHgQTI8oZ+BaZ/lcCMr0FSBr6ff0LgmO8ROOKb8IUb\nsIlecfngI07o+jc5z+toljPZ21cbKOhaXDO76CB8Wd6CmMkTj+u6XXLeOFLzd030r8ue0vV8ZyAb\ngPpADgSTqA3uSm52l27NdKSPgszRJFgHU20DAJPdJyRbG4250wkRJLVlG0VUsDXZ+/YvuWUbGa3e\nejJbN63jkMho4Bm+9bRtWs5Xy67llcQf82LCT6ncWso1C5fywBPP8oelG3lu1Vaa2zr441sb+eGf\n3qO8pqm/P20RkbiztbKeUTsrsfb4bj8/6EmLmd1lZuVAMfCima3rdvh7wPfMrARvzZcFg3D/+Wb2\nWHOzVnYWibYDvdKyT5IyYM4PwO8Vxv0TToAfr8E/4URGnHwxnHApvpxxdOQdQtaEIwlEEqDUgvHk\njToIgJTRMwgHvS5kZI6G1Dza8CoWiRO86k8YHzU5hwPQlOxN+m9K8ibKt9PzEK1g7liSciP3i8yP\nOdjnrQWTmD+O+oR8xtk28q2Olozx1PmyyGrbzojwDgBCWz4gw5ppCWQA0LC9lPFhr9vZRN8W/Jvf\n4ZQNN/H3xJ/xeuJ/0Lh5Db96+h0eWfQsz6ws59kPttIS8pKY8x55h9Vb6ncPUUQG2Yeb67jpuTXd\nGq3IUKvYuAWAuuT4nr89FN3DLgQu3MOxtcCcno4N4P0XAgs1p0UkBnT+R83ic07LkMmIzEkZf4L3\nAPznPAf+IPgCcMRZMP1rUPqat50/GV/WaKjfAsneIpf1CSPIaysnddLx8O7ddKQVkl54EOxYTGKk\ngtOePgrqoSKhmJzQdhJdC60J2SS21XhhjBhPIKXnFsyZhROo/2QkB7V5zQL82WNoqC+jqGMHWTQC\nMLX9I/BD44ijSNr8Es07PqGQapoDmSS319Fes4lRoQ1gUGyVpGx9iyPr1/LLxKfZ4bJ4bNOt3NXY\nwAuvLeFjV8xB+WkcUpjOY+9s4rkPt/H9uQdxzITcQfs1iAh85Z6nwdfO148azZjc1GiHc0CqKdtC\nFlCTlBHtUAZV3H9yUKVFJHa4yDotGh42CFJyIDEdgsnwL3dBwWQ48rvwHysheyyc+FM4+T+7Ts8Z\nfQgumAqjjgQgmDOWzMIJgDe0DPASHbzKy87Oqsuoo7uukV44gZTIopvgVWs6pY0Yj8sY1W17Ai0p\nRRRZNcnWBsBMXwkAgXHHAjAlXELAwtTlzwIgVL2JUVR2DVvzNWymoNlr01xgteTteJOD1tzP84m/\nYFniD0jYvJRHXv+YB//vOV4r2c6TK7bgnOOxdzZx1oNv8cKqbfv3MxaRT6lqbCUh503SDrqFkpqP\nox3OAathqzfktjqp5y+R4kW0u4cNOlVaRGKHU6VlaPkDkOnNa2HaVz91yHfaf0PjDkgtgPzJMO74\nrrk1ZI0BIG/UBFgFiXnjyOxIhNJSUiedABueB8CyxkAgseuabXmHkVT5YdexhJzRXa1VMosmUFU2\nCqp2xZDR2als/Cza3kxgps/70OMbczThrf9ggisjw9fEptw5pG5/iUDjFgqpoDGYRVpHLQk7t5AT\n9i6YZ/WMrnwNa1vHS4l3UOUyeGDLL3ji3UzueOJFNrt80pMCnDqlkGc/2Mr/vr2J1EQ//zpjlNaL\nEdlHz63ahj9tDeFQBoXJ46IdzgGrdZs35LYyUUmLiMiACId76FIl0ZE3yXsAXPiW92+oBeZeBtPP\nACCn+BAAig+aAhUBbwWtosMhkAztzV5C5Avg8GGECYw/Fio/9DqSpReRXjCu63b+7DEEs0fDhs+G\n4s8eTV3iCHJavLbJWcWH0Lg8l5kuksQUTqG5YimjwjsotGq2Zh9HUuUbpLftIIdKGoKZpHfUkdKy\njUC4DoBcq+eQmlcIvd/Ca4nXUuUyuHvbxbz0UTFX/nExDf4M2sPw/KrtfHD1qaQkBPh4ewMl2xs5\nenwO+emJnw1URD7lL++vwJ9YQVvN0bS267vhaGmvqACgMiG+k5a4/7pTw8NEYocqLTEumARzfwFJ\nkcmco2fDvz8AR37He56YAQWHeclKar43FM0fxNK9SkXnMC/LHAU+f1d3MwAyR5PSLYlpDWZ1O1ZM\nW+rIrs2EnLG0JBeRZi3e4cLx7EwawVTbQNA68GWPpTEhnyIqGWWV1KVOYKc/g7xwJWktW2mxJEIE\nyWzbQWLlKsBLYo5s+AeV7z/P8qQLWJV1Kf839i9MdyWUVTdxxf99wCm3vcqFjy5n9n+9yEsfbR/4\nn69IHKlvCfFh7VIA2hsn0xrSl1LR4qvxKs47lLQMb2p5LBJDOruHaU7L8GDmVV0S073J/T8vhdQ8\nOOVaOO2/d52XNdqrvhTNAMAXGV5GZmROS1ImJGWQWTiu6yWtI725MY3BPAgkYp3D2ACyxhDO2JXE\npBaMpz11ZFcSk1owgdaUIsbZNrKtEZdZTFNSISOpoohK6hOLaEwsoMgqCTSUE8Zo9qWR7ypp37Qc\ngKCFmbHtcf6ccD0fb64i8d37uDnzMW6f04JzYZZtqKa5rYP/fm4Ns67/O/961xs8vXLLwP58RYax\npeur8KWsARegY+dEWtqVtERLYl01bb4ANRbfFeK4T1pEJHY4Iuu0qNIy/JiBL9L6ePIXYerpu46d\nfA38272QMcqbIzPqCG9/ZyKS6SUxiTle5aUDH+kHHQNAUv44AFLyvXNCvkRIySWYM2bXrbPG4Mse\n3bWdUeRN8u9MYpLyxtGePopCq2aUVRFKL6Y1dSQjrYqRVkVDIIeGlGJGWhXUeUPQ7HuvsX3yt0i0\nEO+v+oDL/I/y1dZF/Ot75/BW4kXY5ne5b/FaFi1eRnLQx5pt9Vz7zGov/rDj76u384elG9lUrbVi\nhrsnV2zm87cspq45vte4GGivfrwNf0opo5KmgEugNRTu/UUy4Nraw6TtrKM6KZ3Wjvj+HcT9nBYz\nmw/Mz8nJiXYoIge8rjktWqclvozt1rn+4uUQSPKeJ2VC7iQo9rqBkVaA8wVwqYVYtpfABLK95CS9\nwFvw0pc1BsxIiyQzAGSMIiVvDHjNxvBnjSExd8yuSf6FE6hrriW4rQPowJ89BmvbSWb12xzEZppS\nJuJSCxjRUMJothOyIMHUfJILD4Y1sHPDMoLWwbaikygcPZGCZfdRXPU6/qYPWZJ0Dy5pHP9Ims1/\nbZtFXVOIb/3mLVaWe3NnfAZPXng804rje32EeLbwnXI+qdjJ2xuqOfmwPS+oKp/2SukKLLudKbmH\nswZUaYmSHQ0t5LTUsy01h7CD9o4wAX98fjEY90mLuoeJxA7NaTkA7N695vtvgEUqND4/Nno2gczi\nXVWYzo5lkaFk/kgSkxhZtNKljsCCSaTkd5sfkzWatG7zYxJyx5LSWAVrvO20EeNpb6qHUq9DWVPm\naILpBQS2hjnct56GxEJyfD7SCrxrTg2tggD4xs2BE8+DZfeR2ryV5NBWAKwjxEn1/8vY/8/eeYfH\nUV19+J3t2l1pV6veqy1bcpe7jbExHdMxJdRAEpIAHwkB0kghJCEQEiAJoQQIPWBjYjrYYIwbbrIs\nWZZt9d573Trz/TFaFVtuwZZlcd/n0WPNzJ2Zuyt5dc/8zvkd/UbW5l/AOXXPcWu0g+7ki/jFJjd7\nqtsJDTTwyMf7+WRvHRnRNs5Jj+DCSVHEh5hPzPsqOCk4PT52lLUAkF3ZKoKWY6SqtYc6VwEmINWW\nASg4hdJySqhr6cbm6iLfkQiAyyuCFoFAIPjaKP3uYUJp+cagOyjH+tsfqf/6vDDvTph+k7pt89st\n+4MYNaiR7Oq//p4xis6EZAlTncj82OMx9wx4KVvCEpGd7f3bptBEjEFh6mWlHuqtU4dcc6bmAADB\n0SlgsuHSBBDqacLg8dKlC8L6473U/fNC4hu28WrOTh7UvQstQMu/mW6I47O6p3iooI4Ne8tJjYlk\nX20HWeWtPPFZAVkPnIPFqENRFDw+BYNubC4mTleyK9pwedXF9u7KtlM8m9OHFzaVog1Qpc40Wzqw\nVxTinwJkWeGtz3K5FQVXkGpu4vbKWMZoacuYD1pEephAMHrwCy1CaRGg1cF5fxjYDh2v2i1PvFjd\n9gcx/n/7GlVKtlg1vXBw4X5QDFJ3Y/+mZI9H6xxYgAZGJKK1hPRv6xz+a6rXGK+pBtQGm0gS3aZI\nor3NGPDSExCJVZKQHMkYGrfgLN8JGmhP/xaBvnYmHviQzTU7WNqcxT9MH6OxzseTeTF/rUrj6V29\nlDV30+X08tCH+eTXdDAz0cG56RFcMjWa8CDTiXgnBV+DLcVNAASb9eRUtuOTFbQa8VDlSJQ3d/Pa\n1nKsqVXE25IJMauLZXkPT5gAACAASURBVKdXKC0jzTMbitmVXcStQHii+hnpGsM/hzEftIj0MIFg\n9KDIY/fDVPA1kSTVbtmPNRzO+yPE99XLBMUA0qBgpi9oMYeCwTw0iLHHQa+1f1MbnAABAxbL1r76\nGSyheCUDOsXdd001Nc1njSa6ewc6fDQHTVFvExYPB2CyvA80YJlyCRpLCBz4EF9rBcnuAnxaHZrq\nXejLN/NTYLZ+KhVNU3no3Ry6XR7mpUSSVd7K9tIW3t1dw3t3LuDlLWUsHBdGavjAfAUjQ2u3m0/y\n6gg06bhyRizPbyqlqKGLtMixbRv7dfjrmgO8uLkMLx14Nc1MCTsDo159COUUSsuIs2JHJZkeNfD2\n2h3gAtcYri0SjzsFAsEIogYtir/GQSA4EvPugJgZ6vd6E1z8BJz5U3U7IBj05oF0ssAoQAKNHqyR\n/coMoI4ZtG0MTVS/kSR6TGoNg0cyqnbOqM0uAyQ3esmHIUSte7H21dTM1KhuALrg+P5rGnrqiJGa\naLJOgPuLYfnLdIdMZok2h4KCAzzj+SU79d/ldevfyb2ikzPiAyio76SooYvfvp/P9c9v5e2sKu5d\nmcMb2ypo7HSd4DdScDDlzd2c98QGChu6uG52PDMTgwHIrmg9xTMbvZQ0dvG3dUWEBRq5YYnq3Dct\nbBomnfp5Ppaf8I9Gypu7cZVXcGPWf9HYbLRlZAJqethYZcwrLQKBYPQg+5UWkX0h+F/IvGXge0mC\nZY+rigyAVq8GLjoDaDSqc5nBCu4uVZ3Rm9W0REUeUGtAVWh6K3FbotD3udpZ+lQVgKBIVZXx95GZ\noKnsOy8ODBZ8aEmU6giX2qixzQeDBTIug4ZS+HIPxYV7uVMqw6cxw/4PMez/gBclA/9kGVuKJ2LA\nQ0OHzL0rcwB4O6uKX67ew7Ip0fz9uun0uL0YdVqRsnQC8ckK967MoaHTxZ+vmsJVmbFUtqgNqIsb\nu07x7EYvH+SqxhS/vSSDl0tfQa/Rc3bC2fQ61aBFKC0jy4aCRm7N/xCDq4eYvz+L4g0HWsd08CiU\nFoFAMHIo/qBFfPQITgBTr4WUswa2z31I7RkDalATFANGtbElWl2fGsOAOgMERSQCYPanjAHGkAGn\nMr8l82ClxqkNVK+p0dJjDGWGphAAU+hAbxm/21lM1160kkLTuGvgJwfgwsfw6AO5RvsF2/OL2Wn8\nPjnWu1kRt4rN1xp48prJjAu38n5ODZ1OD2c99iU3PL8Np8fH7so20UvkBPDGtnJ2lLVyy/xEls+M\nQ5IkIm0mJAlq2pynenqjlg9yawg264kP72VH3Q6Wxi/FZrRh1PnTw8buYnk08uWBRiY3FWNIz8B6\nxhn9P4exHLSMeaVFFOILBKMHWe6vxD+l8xCMUSZfNXR78U9hkIsYQTHQWTs0dcxf4D8okDkktQwg\nKBoFCQkFlzUGfwm9xxKNw5UNqP1i/PiVGb8zWVBUMgRGwOzv0pm7lvDKNbSW5RCk60WRJGY3roLV\nq4ixhJEYuIgHpOlsLWmhrsNJXYeTeQ9/TmuPB71WYn5KKFfMiOHSaYPmKRgWl9eHQatBGtQb6v2c\nWiwGLT89f4K6o3wLhh3PE2e9kuq23lM009FNQX0nBfVqKt27xe8AcHnq5QCY9P70MKG0jBROj4/y\n3fnY3D0EzlTTwgz9QcvY/TmM+aBFFOILBKOIPqVFEkqLYCSYdOXQ7Xk/hKZCNZXMj7+A3xZ/6L7B\n+3VG3KZQjM7GIUqMxh4LLWrQog1OOOQa/qDFMqivjNERh6ZKYbKi1sdIlz6luqflvwv5q5lat4o3\nDB/xp/2LuEG7lhC9i/dds7lwzkyqWnvZUtzElwWNzEp0sHp3NU6PzI/PHjdkYS6AsqZurnpmC8lh\nVq6aEcvKrEoeuCid7MpWFqSGEmDoq63b/TrkreIc2xTeb5t0aic9SvkgpwaA+eMlHtz9Gkm2JOZE\nzQEYeMIvlJYR473dNSTXFQMQkKnW/fl/DqKmRSAQCE4AiuIvxBeLK8EpIOPyQ/dFqu5gRE0d2OdX\nWnSm/uJ8UIMNahox+Qv5AXNoPJT0bQxWa6wR+CQtNnoA1YbZjyXcX9TfVzhjj4fISerXkl/Q9MZ3\nCS1cyb79+byj/zcAP9a/AY0zYNIVrEiYyf1rWyhp7OaZ9cV0OL0UN3ZR1dpLkEnHjPhgLpgcSVpE\n4DcqkFEUpf/19ri93P5qFk1dbpq6WtheqjaQvPM/u/D4FOYlD1hg06Sm983T5PNC5zhcXh9GnTAL\n8aMoCu/m5RKU9AbPF8m4fC5+NvtnaDXqe6TRSBi0GlHTMkIoisIrW8u4sLUUAHPmwUqLCFoEAoHg\na6P4G7UIpUUwWojNhHv2DdS7gGqhHOAAs0OtjfFji4GaXUOUGIPjMAqNRovTGI7FWdt3bCCg8TfG\n9DuRDTlPkjBHpEIhxHXlggF6k88lwOqA/R/Cmge4GojUT2Z32b/odLrRIfNhbi2BRh0eWWZjYRNP\nfl5IcqiF3182ifmpA4HX6Y7bKx/SoDOnso0/frSP3Kp2Vn5/HpNibKzcWcWB+k7uPXc8oVYjOVXt\n7Kvt6G8gOS/l0KAlw7UbuJT6dhfxIeaRekknDUVR2FjYxILU0CFGDl6fjCRJx2zukF/bQZ3mYwym\nIkra4fzE85kfPX/IGKNeM6YXy6OJXRWt5FV38OvOSgyJiehC1N9lf6A9lpUWsXIQCAQjxkCflm/O\n01/BaUBQ9NDgBODs36jNLoeM6wsu7Ae5j0Ffwb9t6Hibqth4tQGqRfNB1wmWuvBJerCEDzktIFRV\nYmb1KTHGCefDFc/CfUVwzes4IzJZpN3DvvwcXtH/ib2WH7Al7S12XqOQ96uz+M9353LTvARKmrp5\nY3sF2RWtzHv4c1ZnV+P0+Nhb086mwia6Xd7jfKNGhm0lzVS29Byyv7Klh0m//ZSXt5Sxbn89N7+4\nnW6Xl3tX5pBV3orT6+P3H+ajKAqf7avHoNXw7QVJXDs7noevmMytC1WzhUCTjozovp9VdzP0qipM\nZE8BNrrGTF3LKzuz+P4XN/DPzRuH7D/v+Se5/vV/I8sKL24qpb5DNR/w+GR2V7axtaSZooYuZFmh\n1+3jn1/morftJjkwne3Xb+eRRY8cci+TXiuUlhFAlhV+98E+ErobCGypxzxrVv8xUYgvEAgEJ5AB\npUUELYJRzmB7ZT+Rk1WVMGJQ3UNfYDIkkOnDEpYA9TvROhIOVWz6cJqjsWiGPj8cKOJXlRiN38FM\nb4KJy9B31sFHWXTWl5KpL0SnKESXvwvl70JAMPPSL2XelKtYt1dPaVM3mwqbqG138qO3dmNYpel/\nEmsxaPnFRRP51ux43s+tZXaig0ibiVNJUUMX1/1rK4vTwnnxlllDju0sb8HtlfnTx/vRaSU6nV4+\n399AUWMXF06KwmLUsmJnFR/k1rKtpIU5yQ4sxoFlznkZEcQ5ApiV6BhQGZpVlQVHMlJLCXM1+6hp\nWzBSL/ek8n7Rx2hNNXxQ8gF3nbEIgNr2LuoNr1LvtPHp/kU8tveHfFV7I9+deRG3vbyNLrkeCRnZ\nZ8UoBSIrPiTHJxhDPdw25QYCdAHD3suo0+AcwwXgo4U3d1SSU9nG4z719zZo2bL+YwZR0yIQCAQn\nDkXu+6MmghbB6cjU6yD5zKHpXH71xXZo0OIfJx18zBqBLOnQKF40wcOdpwY1Q3rCDELbFyBNlMox\nSy46JnyLoLPvg7x3IG8VZL0EWS/xniaEnzd9l4KG85GQWTIhEo9PZnp8MBaDln+sK+LN7ZUkhVr4\nv/9kE2zW86tl6cxMcLC5uIkZ8cFEBpkoauxkSqwdvfbkJ2f8Y10hsqKmwCiKQku3m8fWHGB6XDAl\nTd0A9Hp80Of8/PrWchQFJsXYuHx6DB/k1nLPit14fApnTRiqYBl1Wtb++Ex0g9OimvpS9GbeCmse\nIFNTQM3/qLT0etzoNVp02qH1ME6Pm7z6CmQFkh0RhFoCkWU1Retk1hyVdOaCEWpcOXh8Mnqthg8P\n7ELSeMDQxHNZ/0VrqmVXyyf8ZYMWJe5vWHXd/efrlCAkwCN1EGON4fyk8w57L5NeKwrxTzLNXS4e\n+WQ/kVY9GVs2o4mOxjxrZv9xo27su7iN+aBFWB4LBKMJUdMiOI3RaIYGLKAW6s+/C5LOPHT8cOlk\nABotUlAUtFcSEJY4zHkHWRkffH7f8Vma/eoUwpPAkQyL7lW/6vMhbxWOjY9xvrKRDwotFJp+i843\nEzKuUJtfBkbyZUEjuVXtFNR1AtDp9HLPipz+20gS6LWqMhMeaOTpGzIx6TX88r95PH7NNDp6Pewo\na+G8jEjiHGYaOp3sr+08pIYCoKnLRWVLD5E2E1G2ABo6nOyt7SDQqGNcRCC2AD3FjV281+dS1dbj\nYUtxM3e/uZumLhcbCppIiwzEoNXw43PGY9RpePTT/WzrK7CfHGMj0mbiD5dP4sdvqa/h4KAFBux5\nBybWp7SMP5/26DN4+JlKrm0fCFq8Ph9e2YdRp2drRQETwmLwKQo/+uRxijry6JEbUCQXGiUAn7YF\nSTYRQDROpZHbJ/0Ul8fNi4UPIWnUVDxFkdD4gpE1HQBo5WAijRPp8apNLYONESyNP4MuTw86jY5U\nRyzpYfGkhIRjOA5zgKrWTty6EjUR11jDl0WlnJ2WwqaKrP4xBb2fojGCS1/Ani4nWksvN6XfRIAu\ngLruOso7ynHLbuZEzeG2Sbdh0BoOez+TXiN6CJ1kHvlkP+29Hv6S7sPX0ID9B99HGqTSikL8MYCw\nPBYIRg+ipkUw5pAkOPf3wx/zp4ENo8JItlhorxxeodEZcRpDMLmacRnsGA2Wg647NH1siNUyQEQ6\nRKTj3Po80XIz41x70el9UJ0Fldvgk59B4kKuluaQ65rQv/B/984FbClqZn9dJ/NSQlizt45ut5dJ\nMTae/bKEV74qIyXMyu7KNh7+aB97qtupbXfyh4/2ccfiVN7PraG8uYfEEDNPXDudaXF2QK2VuPLp\nLZQ396DVSLx/50LuWbGb/X3BEsADF02kuq0XWYHr58Tz+rYKfvHfPTR1uUgOtVDS1E1bj5vkMAs/\nWJwCwCd5dWwvU+c+KSYIgMunx1LU0EV1ay8JIQe9b8PRVAgaHQQnEhSiw2gsYX3NB5z76tN0eVvo\nVEpRJC9a2Y6sayTFeD7Tw6eQ07USBT0GKQIddjx0E0gGPbTQI5UhaT2sLf0Sn+JF0nhJMpyDSWui\nwVlDh1yLWYpBkiTalUpqfBtQ+j4T29wKzxd9PDA/1SAKRTag8QVjkkII0ocRaoqgy9NJq6uRC5OW\nccu082jt8bFufwMbiytwSbVIBjdmTTg9cgOr9q3n7LQUCtr2Qp/jt8ZYr/4uap1orQUkBEznvln3\nHf09GwajTovT4/qfzhUcHqfHh6JAXYeTFTurWJAaQtq2V+mSJOyXD3VDFJbHAoFAcALx17SIPi2C\nbwRJi2DKNcNbLQcdPqCBPley2mb0joRDD5pseLRm7L6+VJ5h6mkAPNZool2NxEhN6o47d0JNtppC\nVriWy3wbMehnc3/Bj/mOYS0TuwPIWLAItOrS4KrMAVXpvd01FDV04S9LW5OvLnhvmpfA9tIW/vFF\nEQAXT41mbX4dN72wjbdun8fEqCDe260GM4vGh7GhoJGfrMxhf10nZ0+MYFZiMK9uLefxtQXodRqS\nwyzcviiF17dVUN7cQ7TNxJ1npXLPihy63T7SIgP75zQ93s72shbiHAHYzQMqwH3nTRj2/RiMoigU\n12yjsCkbKSyejJ464gLjsMS9Qpe+mC4ZFPQEEIsWAz1SHYqspaaniMBWNUB6dP5zXJg285Bru71e\nZrw2kyZnDbLiQ0HP6mseQ6M59HNPlmVKWuuJs4Wg1+r4oiSH9wo2EBoQjKzIVHXWUN9TR6urgW6a\n6KWQXiWfer8YpIU3K3byn/LfoXiCUGQjWlM9iqxDAm6f8j0e3/17vqz+lOc2LKJdKcKoBOOhDSQF\no2TDpagNWK9Iu/Co79vhMOk1uEQh/gnn2//eQUu3m3PSIwD4wfgAuv7yBdYzz8QQHz9krGguKRAI\nBCcQUdMi+EZhDIQrnhv+2BEK+AE0thiozUYz3HFJwm2JQt9R3Het4a+hs8cR2XKAeKkBr8aILjgR\nHEkw6QpwdtD7t7mkdlUz2ZvHA4Z/w+v/BkuYGmRNugriZvf/X00Nt7KjrAVZUZ/ourwyKWEWfrUs\nnV6PjwffyycjOohbFyaxsbCR217ayb0rc3jvzoU8tb6IQKOOv183ndte2sHO8lYAfnbBBFLDrUTa\nTNz95m5w+/jBmSnEOQIIsRho7nZz2fQY5g7qqTI+YnDQojqyTY45yLXtKGQ3ZPPQlt9S2F4CNgPg\nRfvfi1lz1Rq0plpiDON59pynSQgeml4288WL6aWBup5qADJjxg17fYNOh84XQhf1KPjQEzZswAKg\n0WhIDRmw216aMp2lKdMPO3dFUWjsaSG/sQKrwYTNZOXRTS9R0VVKr74RSdvL5LAlbKn5ChQ916Zf\nzMbq9exkE4/n3YfO0kySeTGVPYX0Us3SmMv5pOoNFMXHlRMuOK73cTBGnRbnGH7Cfypo6XaztbQZ\nRYHixi7CAo2kbP6YNkUh+MYbDhkvlBaBQCA4gSiipkUgUJl0FbRXQ8yhT+qBgUDEHj/sYWNIAnQU\no0hapME9ZgaPCY1HU+pjqqYYrzUG3eCHBaYgcCQR1Z1FvNSg7ku/FOr3wvbn1C9bvBrgTL6KlFAL\nGwub2F/XwcLUUK7KjCU9Kgi9VoNeq+EvVw805zxjXBhXZsbwn+2VPPlZASWN3fxwcQq2AD3fXpDE\nzvJWFqSGkBpuBWDZlGie/KyQipYerpgRiyRJTI+389m+Bq6YEUO0PYA4RwCVLb2kDQpa5iY7SAq1\ncP6k4V8/QE1XDRurNtLQ28C44HEsjV/Kf/b/h8L2Eq7p6CRz3CVk2cN568BbbK/bTq+vh7mxkw8J\nWADs+ijq5TKa3GUgWYmwHj5YsmojaFPyQVKwSVMPO+54kSSJcEsI4ZaBQO5fl/zqkHFNvU30eHow\n6808e96T/PTLX/BZ5acALM9YwqclenY2V3NJ2iImRDjwyl5sxuML/gZj0qu1T7KsoDnG/i+CI7O5\nqKlf2fTKClfHG2n/y1sYx43DMn/+IeNFTYtAIBCcSPw1LUJpEXzTiZoCV71w+ONHqIcB0AXHQilI\nQTH96VwHo+mrfbFL3XgdhwY/xpB4Aqo2MUGqUHcs/jmETYDaHMh7W3Uj2/wEbH6CH1mSyZNuYKcy\ngbQQPZdOiznkeoO5YkYs/9leyd/WFWHSa7itr0fKeRkR3L10HOdPiuwfq9VIPHfTTBo6nYQFGgH4\n2QUTuWx6DKnhapAyLzmEypYqJkQNBC12s4Ev7l087P2dXicPfvUgH5V+hKwMLOL+dMafqOqoJFRW\neMBlhHP+gqNhF28deIuNVWo/k9jA2GGvGWWOpb4LvLpqTL6kI77+UFMM7a49AISboo849mQQGhAK\nfe7EBq2Bx896jBbnL2hztZEYlMj0yAw+LI1lTvR0FsTOOvLFjgGTv7GhT8akOXbDAIFKRXMPd7+V\nzc8vmMisxGDaez1sKlTTOm9bmMTLW8pYlvUuitNJ+L0/GdZ17pvQXFIELQKBYORQhNIiEBwTUVOH\n/nswh3MmG8wgpzPdMLUx/tSz2X0uZNji1AcK0dPUr7N/B5VbYc9K7DtfZLl2A2bZxQO7vwU1Gaoy\nk34phB9aQzIzIbhfHbludjwhVjUY0fW5fx1Mari1X3kZbvu+8yZw4eQoYoOH71SvKAqtrlbsRjsa\nScP7Je/zQckHzIqcxXUTrsOoNXLH53dQ2FpIZXsJSW4XzPwOaPUkBiUCsKVmC3D4oCXZnsBu1eQL\nu/7w6g5AXGAsxX116fFBw9QlnQIcJgcOk+qkmuZII82RdsKubdSrn+lOj+9QhzbBEZFlhftX5ZBd\n0caTnxcwLc7O0+uLMeq0JIdZeOCiidwxKYj6C+7FPHculkWLhr2OaC4pEAgEJ5CBJ55CaREIjkjS\nIvjJAQiMHP74UZQY9digxfdwwU2fGcBEqQKv0Y7OaB16XKOBhPkQPw855y2ifU1Ml9SCe9rKYf0f\n1a/QNEi/RA1gIiZBX/+RW+Yn8dQXRXxvUfIxvug+1v4aYmfBxIv7d4UFGlmcdmjKFsCnZZ/yj+x/\nUNZRhkFj4IG5D1DeXg7Ab+f9lvigeDw+D1pJy57GXNq8PcR5lf4GouHmcAJ0AbS52gCICxz+PU0P\nS+adKvX7SPORlabxjkTW9/kfpIWMjqDlZOJ/yu8UvVqOGZ+s8P3Xssiv6aC6rReTXsPmoma2l7ag\noPYjOjPFAR4Pml07QFGwX3nFYXv7GLRjv6bltHvcKUlSoiRJ+yRJekaSpN+e6vkIBILjQCgtAsGx\nc7iABQYCkmNUWrANUxvTd1wjKWgOtk0ejCQh2eOI0zYTKzWq+360B256V23K2NsCG/4MzyyEf8yC\nrc9AczG3LUgk64GzibIN30V9WFrLYfOTsOmJYz7lqd1PUd9TzyUplyArMusq11HZWYlW0hKV+w6U\nb0Gv1RMXGMeuerVPSWz0LAiM6Ht5Ur/aAocPWjKjU/u/Txzu/RzE5IiU/u+nRqYcYeTYwK+ujGXn\nqhPNyp2VrO1z4ZuT5ODp6zMB8PgU/nXjTB6/Zio3vvskZd+6nu7NmwGwzJt32OtpNBIGrWZM/wxG\nRGmRJOlvwCVAAjBZUZS8QcfGAS8DoUAbcIuiKPlHuWQnYALKTsqEBQLBScHfp+VkdoEWCL4RxM1V\nlYIp1x5+jDVSfUCgyMMHN4OCmmFdygYh2eKIbiwhSedAMdmQzA5IXqx+XfgYVGyF/NWwZyV88lP1\na/oNSJc+BS2loDeDNfzo9WzlaooWdXvA6wbdoIaGPS1krbiavwXb6EDmjNgzuGv6XVR3VjMnag5/\nWPgH8pryKGkrwagzEmlyoP/sNxA9Ha5+lcTWKsq06mdQXMbyIbdNCEpgX8s+bEYbQYagYaeW7IgA\n2QgaF+lhR65pyYxJQVEkQGJqVOKRX/MYwJ+aJJSWY6PD6eHPnx4gLNDIpz9ehNWoQ1EUFqSGEGjU\ns3RiOHJ7OwXbtoIs49y3D2NaGrrQ0CNe19Dn7Hc0thQ3MTPB0V+8f7owUulhbwOPApuGOfYs8Jyi\nKC9JknQV8AIwT5KkSODNg8buBn6sKMpsSV31vC1J0npFUcpO4twFAsEJQsFfiH96fVAKBKMOvQku\nfvLIY7Q6CIyGjqrhXciCBqU4HcalrB9bLAbcTDdUINkShx7TaCFxgfp19oNw4CNY84AagDQXw98z\nAUVNI5tzuxpEREwaGpD4Ke9bJvhc0LAXoqfj8XlAgtq9K7iNOqS2Bmx6C//O+zeTg5Jwy25iDTbo\nrCPFnsLnFZ9j0BiYJvUpPDXZ8PH9JHc2s96uOmTFBQ9VPxL7XlOsdfh6FlDtifVKOB4qmR59ZPUk\n0BiAVg4GRUuA3njEsWMBv9LiFL1aDqG4sYumTheZCcFc+cxXLEkLwxagp7nbzZ+umIzVqC7FJUni\n9e/M7T+ve+u2AfMan++IKosf4zEELaVN3XzrX9u4ckbsENe/04ERCVoURdkAhz5dlSQpHJgBnNu3\naxXwD0mSEvsCkcVHuKYiSVIDEHi4MQKBYJQh3MMEgpHFFgtddTCcLbLRCiY7ONuOKWgB0Lo7jzzW\nYIbJV0HuW1CyHurzAAXi56l2yh/e0zfOChMuggV3q8GM3wHNr7QAVO/ine5SHt3xKEvjl7KkoQKf\nJPGgbMMuObibLtYXrAYgduersO5pks/+EWsVGafPSVxXG+gt4OmGAx+RFJUKuIFDU8AS+orlD5ca\n5ifRPInibifjQ47uCHbPtF+hHWNOWvu21BIcaSYyeag9smlQIb5gKPe/ncueqnaeuXEGOZVtFNZ3\nEhscgNWoO6ILnz8lzDxvLj1fbcWy4FCb44M5FqXlla/KALgy88h1WaORU12IHwfUKIrihf5ApAKI\n5zCpX5IkLQZuBBSgU1GUPYcZdw9wj3/bZvvf/ccFAsGJwV/SIpQWgWCEWHQftJaqashw2OLUoOVI\nBf3+cX6OFuD4x/vcULVD3V76G4hIh6LPoakAij5TA5vct9TPg9RzYOo10FIC486FwjVkl3/Bb/Jz\nANjdsJsJLU2gh/jmCsJ1zRCsZWOzmm0eK+kBhZTe7v4pxLl7YemvYd1D4O4iacKlULYSi95CsDF4\nyHRT7Wq9SpLtyGlfK5Y/jE+RD9sscjA3zzj76O/TaYSiKKx7ZR8Adzxz1pBj/kL8sexcdby4vTIe\nn8zuyjZ8ssLv3lcrH3rcPgrqu1ieGUuAYfj/l4qi0L15M/qEeGKfeILOzz7DsmDBUe9p1GmOWIjf\n6fSwcmcVEyIDmTeoaevpwqkOWgB/t7l+jvgIVlGU9cD6o15UUf4K/FWSpOXAcq1Wu/xo5wgEgpOM\n4n8KJ5QWgWBEGHeUhbMtBur3HLmgHw5yIjuGoMV/vbK+dK/gBDDZ1GaVAIt/BpU7YM8KNVAp/BSl\n8FNK9DpiJl6MqWEf+1r2gRECdAHUdNdQ3dsGeivRzk4ivG0YbbG0alTlJHb8xbDjZZKbSvunEDfj\nOzDrO2qa2f6PSJp+G5StJC4w7pDMjwmOCTyx5AlmRhym2WcfOq0WHWNLPTlWvIPqVTxuH/pBC+6x\nrrTIsqL2oDmKnbOiKEiSxOrsau5flcvdS8fhk9VlbllzDw6LmhLZ0u3mihnDpyIqikLra6/jqanB\nft21aG027FdeeUzzVJWW4X8GsqzwyCf76XJ5uWV+4mlZW3qqH3dWArGSJOkA+upU4oCKE3UDRVFW\nKopydUDAcbiXCASCk4LSJ7VIx/CUUiAQjABRU8EYBMFHVhiGBDVHC3BgQJmpzQGtUTUFOJi4WXDh\nn+GGVfCDr9h4JmJYWwAAIABJREFUxh1cFhvNGfl/4z+RCVQ6Vc/gOVobXtlLrkGPRoEwrw8tkOTx\n9l8qNuMasCeQWLgOTd/nTNzk69S0s4v+Cv+XTVBQDGfHn815iecNO+Wl8Uu/Vlf4sY7XNbAYri9p\nH3Ksv6blJCsthfWd/P3zwhEPjh7+eB8LH1lHe68HgOc3ljDnj5/R3uthe2kLWeUtNHa6mPWHz3l+\nYwnPfFmM2yvz17UFAETZTAAsTgvj5xdM4NJp0cxJchxyH19HBzX3/5T6P/wBQ0ICod/5znHN06jT\nHlZp+fV7eby2tYLZSQ4um376pYbBKQ5aFEVpALKBG/p2XQmUncjCekmSlkuStKK3t/dEXVIgEPyP\nKKJPi0AwujjjXvi/bDAN75jVT2DUQFrnMSktfWMUWf3+aA8qItLJD1XPcfpcvG8JoNwWhV5RmFmj\npiTlGw2E6a3o+05JCQgDIMQnY46bAzEzMMo+Yr1qMNPfJFKr7399jy95nO9MPr6FoEDFMyhoqSka\nGrT0NzY8zmDCJyv0uo98Tq/bxz0rdvP7D/JZ/uxX/GVtAe/sqkaWFby+ExckybJCfk3HIfs9Ppm3\ns6po6nKzcmclTo+Pf64vpr7DxeaiJr736k6++0oWq7Oraepy8fDH+9lf14kkqa/PFqDnjiVq+uE5\nEyNYPjOOJ6+djkYz9O9gz44dlFx6GR3vv4918WISV7yFPub4govDFeJXt/XyxrYKZiYE8/ItM9ny\n+vNU5OUc17VHAyMStEiS9JQkSVVALPCZJPm7UwFwO3C7JEkFwM+A207kvYXSIhCMIvxFLUJpEQhG\nBzoDWI5sowqoC39/Mf+x1rT4GaYHjKIovLn/TW786EYez3qcdlc7lZ2VAEwJm0JBRxml1mBiA+OI\nPedhAHySRJQ9CXQmMNpIjZoDQKzWrCoq0TMAWNzrZmb4DCx6y9HnKThmPIOCi5rCtiHHjlVpyatu\n54sDDf3bv/zvHs54dB2t3e4h43rcXp76ooh3d1ezenc17+yq5vlNpfS6fZj0Gt7YXs4tL+3gzD+v\np6ih87heR0F9J55hgp0XNpVy4d828mFuLaDaEn++r55NhU209qgKy8tflbE6u5qWvvn+c30RbT0e\nWrrdPPFZAXqt1J8O9quL0gGYneTgW7PjefN7czl/0qGKo+Lx0PDkk5TfdDO+tjYiH/odsU//E+3/\nUIttGFTT8tAH+fzm3Tx63T7e3F6BrMAdS1Jprywl++P3Kc/NPu7rn2pGyj3sDuCOwxw7ABzdx00g\nEJz2CKVFIDiNCU4CT4/qOHY0rBGgNajF+PZDg5bHdj7GK/mvoJN07G7cTburnfKOchwmB5kRmeQ2\n5lLVVcXi2MXExsyGXep5UdZYmHcH6ANIjkqD6jXEBvc1fYxRm/PdZxkPF7x8ol61oA+va2ChX1/S\njrvXiyFAXUb6a1o2FzYxL9lBavhQY9cOp4c9Ve3c9vIO3F6Z9fcuAWDFzkpkBZ7dUEKUzUS8w0xS\nqIXrn99GdVsveq1EtD0As0HL8zfPJNRq5MVNpby5o7L/2lc/u5XvLUrm+jnxBJr0/fvf3V3NB7m1\nPPWtGXy0p5ZAkw67Wc+VT3/FHUtSuO+8Ceyv6+Cnb+dyZWYsL25W66EeW3OA6rYe/v55EZ0uLwF9\nAdlFk6P4cE8tv1ydh8WgxWzUkVc9oMx0u31cNCWKlDAr3S4v316QiALMTwlBo5GYe5jC97qHfk/b\nihWY0tOJfuwxjMlHSdU8Asa+mpaatl5e2KS+no2FTTR3u4kNDmDR+DC2v/M5AEnTjly/NRoZDYX4\nJxV/Ib7DcWjuoEAgGGH8NS3CPUwgOP246C+q09ixFPBqNGofmNZSCE4EoK67jn3N+1gSv4QNVRuI\ntkTz9iVvs/z95WQ3ZNPmaiM+MJ6Jjon9l4kLiiPGOpAiE2mNhEzVGDSjux6DxsCk1IvUg9HTIXQ8\nTDq2omXB8eFXWsLiA2ms6GTHh6UsuGocADF2MxaDlk/21rHuQAPXzIzjoz21nDcpEp1G4pWvygEw\naDXICry4uRSXV0ZWINis55kviwHQaiQig0zUtvdy28IkXthUSnlzD9fOimN+iqoIXjc7njd3VJIW\nEchdS1P51eo8/vTxfvZUt/PzCybw63f38osLJ/KXNQVUtPTwXk4NP38nF4NWw4wE1TXujW0VnDEu\njO++spNOp5ecKjXdLd5hprSpmz9+tJ+EEDOzkhys29/AhMhAHrpsEgCtPW4unhrNjrIW3tlVTbBZ\nT2aCg8/21bNschQXTB6wF79t4fABiCLLdH7+OSgKbStWYJ4zh/h/PYdkGKZ30XHgV1o+3VsHwNIJ\n4Wwva6HT6eXupePQaiRKd+/EEGAmavyEr3WvU8GYD1oURVkJrIyNjT3YpUwgEIwwityXXnAaupYI\nBN94wo9zkWOP6wtaEthQtYGfbfgZnZ5OVixbQV13HZkRmQQaAskIyWBt+VoUFBbGLCTNkdZ/ifjA\neKwGKzajjXZXO1GWgQVhhCWCtcvXDnSwN5jhzh0n4pUKhsFf0zJ5cQx5X1aTu66KCfOjCIm2Emkz\nsf2XZ7O9rIWfr9rDq1vLCdBreWOb6qs0Pd5ORnQQV86I5YHVeby6tRyfrDA93s4Pzkzhe69mcV5G\nBFnlbVS39fKLCyfwvUUptPd6WLWriuvnDKh1U+PsPH39DKbG2Ym2B3BOegS3vLiDT/Pq8PkU1u1v\noKihi4qWHgAefG8vHp+Cx+djY2ETJr2G1h4PNzy/Db1Wwx8vn8zDH+3D7ZN5/TtzuOs/2UyIDOTX\nF6dj0ml5bVs5k2JsOCwGnrp+Rv88DFoN7+yq5szxYdx51jhSwi0snRhxTO9l17p1VN/1f+qGXk/k\nb37ztQMWUAvxZQU+zK3FqNPw929NJ0CvpaXbjcNioLezg7qiQlJnzUWrO/1CgNNvxseJUFoEgtGH\nUFoEgm8Atr7aF3sCf972Kzo9au1BbmMuTp+TSIua358RmsGa8jWA2twxITABk9aE0+ckPlC9Row1\nhnZXO9GWoU0dHSbxt32k8LuH6Y06Fl2bxqpHd/L5S/u48v5MtDoNFqOOJWnhvH/XQr4qaeaciRG8\ntKWMLpeHH509Hr1W/dy/66xxfP+1LM5Nj+A3l2QQYw9g+y+XEmY1UtHSQ05VOxdPUYPTP1w+idsW\nJjExaqhRxGA1w6jTct2ceL4qaeaTPoXBH7DE2AOobuvFatSRGGomr7qDP14+mQdW59Hj9vHU9dM4\nLyOS2UnBdDq9xDnMrL5jaD+Um+YlDvt+nD0xgjPHh3Hz/ERSw638/IKJw44bjt4ctQjecuYiApec\n9bVSwgbjT2XbWd7KuekRmA3qMj/EagSgbHcWiiKTOC3zhNxvpBnzQYtQWgSCUYQilBaB4JvCRxEJ\nvJg8nleCE6juqsZhctDibGFn/U5AVUoAMkIy+s9JCEpAq9EyPng8uU25xAWpBf0x1hjym/P7Ax3B\nyONPD9MbtUQkBTHj/ASyPi5n+/slzLs8Fdkno9FqCAs0cslUNbj8weKUQ65z/qRI9j54HhajDq/b\nR0+Hm/Ag1RI4IcRCQsiAgYJRpz0kYBmOc9MjCDLp6HB6uf/8NJ5YW8ikmCCWTYnmdx/kc+HkSG4/\nM4XP8uu5dFoMDosBj0/hnHT1d/DgGpxjwWbW8/Kts4/rnLZV72AcPx7n3r1IJhNxTz2FdAIVj5vn\nJ1Lb4WRLURPXzBpqTe5xOtm84jV0RiMpmcc379HCmA9aBALB6EER7mECwTeG9e4mDihOdjTl4pE9\nZEZksrZ8LVn1WQBEmtUAZGLIwBNqv7JybuK5+BRffzrYwpiFFLcVEx90DM5lgpOCxzUQtADMWpZE\nZX4Lu9aoKWC5X1SRNDWMRdeOx2TRH/Y6ABajuvxc/8YBSnY3cv2Dc7HYjMOOVRSFvC+rqS/toKW2\nG6/bx6U/mo7FPjDepNdy+5kpbCho5LtnJLNoXBgOiwGrSceBuk5+uCSFhBALKWdaAVicFv713ozj\nQPF6UXw+fO3t1P7yl5gmT8ZdUYEpLe2EBiwA6dFBvHLr7P4ml4PZvOJV2hvqWXLzd7HYg0/ofUeK\nMb9yEH1aBILRg9JnBSkJ9zCBYMzhlb10e7r7t8s6ygD6g5QJjgkE6AJo7G0EIMqqBiRBhiASgtSa\nBb+ycnPGzby57E10GnVRd8W4K3j3sncJ0In2BacKr3to0KLVajjn1gx0eg27Pq1AUaBwRz0rH97B\nvi01/Od329i3pbb//OqCVlY9msXbj+xE9sm4e70UZTXgcfrI+WzADcznk8n6pIy8L6vo6XBTU9DG\nhjcLOLCtjo7mXlrreijObuBg7liSylu3z0Ov1TApxka0PYAgk55HrpoyRL0ZaWof+BUll1xCz7Zt\nADj37EFub8c0adJJu+fBAUtPRzu713xERPI4pp9/8Um778lmzCstIj1MIBhN9FlmStpTOw2BQHDC\neTrnaV7Y8wLXTbiOH2X+iPIO1THKnw4WaYkkNjCWwtZCdds8kOp1Scol5DbmDhTVC0YdfqVFZxh4\n3m2PMLP05nT2f1XLouvGU5HXzIa3Cln3yn4ANrxVgMVmYM/6Ksr2NPefV5rbhMfpw+eR0Wgk9myo\npq60ncTJoQSGmNi6ugRQ1ZvYNFUVWP7zmdgjzLxw70bK9zQzZcnQ9KfRhOLz4S4pwZCaStf69fja\n2mh+7rkhY0wZGYc5+8ST98VafB4PMy++HOk0znQY80GLQCAYPfj7tIiSFoFg7JHdkI1P8fHavtfQ\na/X0eNVi6PzmfEANUmKsMf1Bi7+mBeB7U7438hMWHBcHp4f5Sc0MJzVTTbeadGYsQWEBFGyrJzLF\nxpdvHOD9v+f0j5uyJJbVj2eT83klkiSh0UosunY8618/QG1RO01VXcSMV4OUcbMiKNxRT3tjL0Gh\nJsLiA5EkiZhxdqoL2vC4fIfMZbTQ9vYq6n7zG6J+/xC+NrURp6uwCF14OLLLpSotJzlokWUf7p5e\nulqa2L3mQyz2YMbNPr3bIoqgRSAQjBz+Pi2n8ZMegUAwPOUd5STZkqjoqGB14er+/b4+A45ISySx\n1lgA7Ea7SPU6zfD2Ky1HDhTi00OIT1cbKbY39tJS083sZUlEJKkq2riZERzYprp8pcwIJ+OMGKLH\n2Snb08yWVUWU5TYRnhjE/CtSKc5qQPYpJE8L6095SpgUSuW+VnZ8UErCpBCixtkpyqonIjEIW5i5\nfx5t9T00lHcwfvbImTcobjfo9fRs3w5Aw+NPqAckCRQF85w56CMj6VyzBmNK8kmdy5u/up/aogP9\n2wuvvQmt7si1RqOdMR+0CMtjgWAUIatKizL2y+kEgjHP3qa9bKnZwpK4JURbo2noaeDCpAsJ1AeS\n25R7yPgIS0R/o0jhAnb64XGrn9/Ho24suDL1kH0zL0rE2eMhNi2Y9IWqy1hwpAWTVc/W1cV9QUoo\n1mAjKZnhFO6oJ3n6QOF84pQQNr1dSPbaCrLXVhAUFkBHYy/xGSFc+IPJHNhWx/jZEWx5p4jSnCai\nUu0EWPVIkoRWf/L+9nibmyk+9zzC7r6b3rw9APia1ZQ42+WX0/7OO5hnzsR+9XLCf3LPSZsHQGtt\nNbVFBwhPSiF+0lTiM6actjbHgxnzQYuoaREIRhN9SovIDxMITnue2v0UG6s38o/d/+C+mfcBqmVx\nhCWiP2hJsaVQ3F6Mw+TAqDUSG6gqLSJoOf3wuHxotBJa3ddb+NvDzSy7Y+oh+wOsBhInh1Kyu5Gk\nqWEALLp2PKmZ4USl2PrH2cLMXH7PdJzdXvI31VCe14zeqKWmqI29G2vY+FYBrm4v1QdaAWgs72T7\nB6VY7EbOumkC7z6ezbwrUkmaEgpAcXYDkcm2w7qXHY3Wt1Yg6fVoAq3I3d20vPoqnspK1SVTltFF\nRBBx/33oIsKxXbxsRP7+lWardWTzl3+LlMw5J/1+I4V43CkQCEYMRfbXtIiPHoHgdMQje9hQtQFF\nUajtriVAF4CsyPw779+AGrTMjJgJgE6jY1bkLAAizGr9ij89bHARvuD0wOs++TUki64dz0V3TMER\npbp9mSx6kqeFHTIuelwwydPCuOiOKdzypwVMPzcer8vHzo/LANj1aTlup5rOVpzdQHN1FxV7m9nx\nYRmtdT0U9KWn1RS18cmzeWx8q4CS3Y08e/eXNFaqTVBln0xpbhOyfOgz7949eTT89XEUj4eGRx+l\n/pFHcOaq6oqnUnVCs116KQAB06ahtdsJv/tuNGbzIdc6UfR2deJ1uwEoyd6JRqcjMmXkiv1HgjGv\ntAgEgtGE6NMiEJzOvFf0Hr/96rc8e86z1HbXMiVsCmXtZdT31ANq0JIYlIhG0qjd7fusjP3KSoo9\nhXsy72FJ3JJT9hoE/xsel++o9SxfF4vdOKT/ytGQJAmL3UhMWjC8X0pvh7pod3Z7+scU7RywR967\noRpQgxVFUfq3S3c30VzdjdflI+fzSs6+JZ0D2+pY98p+Fi4fh9mqoWJPI0tunYpGI9Hy0kt0fPgh\nhoQE5G7V5rv9vfeGzM1+9XICZkzHnHny07Kq8vN455EHsdjsLL75u1Tl70Grj+PDf+5j+c9mImkk\ntqwqora4nbA4K6HxgUSn2rFHnLwg6mQgghaBQDBiCPcwgeD0Zl/LPgByGnPo9nQTZYkiwhzBe8Xq\ngi0+KB6rwcrtU24n3BxOiEktyPYHLZIk8e1J3z41kxd8LUazW1dEYhA6gwavWyZhcgjle5rR6TXY\nIsw0V3UBai2Ox+VDo5HoaXdTX9pB8a5GDCYtbqePtnrV7a5oZwMLrkqlvM+iefdnFbjau/HIOqLH\nVTDxzASKyyXKMn/KnH+/2j8Hb309xvHjcVdUoHi9mNLTMU+ffsJfq7u3h67WVoKjotm/aT3Zaz6k\nobQYjUZLR1Mjqx/9HQCSPpHGik4Ks+qJSrGT/VkFElBX0g7AlLNiOePq8Sd8fieTMR+0iEJ8gWD0\nIPW5h4k+LQLB6UlxWzEA22tVd6RISyTxgfG8V/weDpOjv8/KD6f9EIC67jqMWiOTQyefmgkLThhe\ntw9DwOhcNmp1GmLGB1OZ38KZ16XxVvF2olLtWOxGmqu6sEeYiR5vJ39jDdPOiWfXp+Wse2UfPq/M\n4usnsuWdIpxdHuZcmszW1SXsenkzFfleQEtXqwvQISk+drxfTMo0B2WGdDoD46kvMxAGIEm4dWa2\nx32PjFktxGoq0RhVxcjnlZF9yv8U8Ll7e0CSMJgC8Lp9bP3vG2xfvRJFlglLTKexfB96owmjJZrF\nN36HxsouSnZlYTCH01IXhs6oZdu7JSROCQUFLrxjCo5oC00VXQSGmE7kj2BEGJ2/fScQUYgvEIwe\n+pUWhNQiEJwOVHRU8GLei1yWehnTwqf1By05jWrvjShLFHOi1EJffyrYYCItkWy+bjMGjWHkJi04\nKXhcvuNK3RppzvxWGt1tLgIdJq7+5SwMJh0l2Y3sBWLG25l3RSppcyKxhQWw69NyWut6CE8IZNys\nCAKCDHTXteLI+wBr8HRycntRJC3pc0IpyG7B3FhESEs+pUnL2Lkil86+3/UWRzp6ixFDeCit1e10\n+QKoCEhn5r034nH70Bu0fPZSPg1lHVz/4Fw02qGp0fmbawh0mIibOPBgvXxPMTs/XMtlP/kO7z72\ne+qKi1h88w/Z+h501b+HOSgYe2Qs1ftzQArAZLsRj9vKl2+24/PKwBS6OyEqxUby9DC2rCoid10V\n1mAj8RkhaDQSQSGnp934mA9aBALBKEL0aREITiveKXyHVYWrWFW4ih9O/SGtLtWRySOrNQOR5kjC\nzeHcNf0uxtnHDXsNo3b0LnQFx47HLY/a9DCAQIeJQIeqHvgX5fEZIYTEWEibG4UxQEd0qh0AR7SF\n7nYX531vElqdhoSMEJo2rqTx6aeY8X9/YkNrIAAJlkYmLDPTeM8/kRSFqoSzyc5SoO/BW2PoFGqN\n89FqwOwrA6CuuJ1da8rZ9m4Jy+6YSkl2I7JPobaonaoDrUQkBZE4OZTudhefv7yFwOAglt01mTd+\neS9nffsOtr/3Oa3V28j6OIPKvXtRFB9rnnkMXcASZF8vsjKN1LnX0VD5CQZzFLIcxNzLEtn1aQWO\naAvJ08LY/n4JkxfHMG5WBLJPZuvqEqYsiUOjOb0fGIqgRSAQjBh+pUUUtQgEpwcl7SVoJS12o53n\ncp875Li/VkV0tB/bKIqiuoed5EL8E4012Mi1vzrU8nfZnVPpXP8ldRcuIeDd1egjI+ntc/8yf/Ii\nYboz6AyMx1xWji7Yjt7biy48nPiyTylOvhRJ8ZEQr6WsUrVilmVot6Wg1WvweWS++m8xKLDmhb3I\nPvVh3aa3C2mq7MLqMBKf7qA4qx53x5u0dkew5rlqPM52tv53DZ1NVQDs+vgjFMWHRj8O2VOIt3cD\nAF5fLFkfVWC0pHPTH+fj8ypYg41MXhyLTq9Bo9Uw5axYDCZ1iZ95fiIT50cTEHh6N5YEYXksEAhG\nEr/SIiyPBYLTgtL2UuIC41iWvAyv4gVgfPBA8a7ot/LNwOuRQQHdKFZajgVfWxslV1yBtHcnypbP\n8LW30715M4qi0LtH7S3kLihgUv6LzN3+IM7sbNXKWKMh+Prria1aj9HVSkh3CRMvUuu0YtNsBIWp\nyk7m+X0pkgoYTFqc3R5kbwkaKYemStUQoKvFRWluE/u27APFieytoaGsCICOhhJkbyMA3S35AGgN\n6Wh0cYCvr34lDq9HJnaig4BAA9ZgVck0mHT96Wf+gMWPOcgwJvqjiZWDQCAYOYTSIhCMaopai3h4\n28NUdVbh8Xmo7KwkyZbEJamX9I/x2xUHGYIw608vy1TB/4anr+fJ6aa0+Gn8299oee11urduw5W/\nj7Z3VuHcoyorPVm78NbX42ts6h8voWCelIEzL4+eXbswjhuH7dJLsGSkMb/sORbN9JA4OYS5lyVz\n1s0ZnLF8HJHJQUxeHEv0ODtWh5FzblN7pEjyNnpa1qHITnSaT/B5drN1dQn1JUV9d/Pgcx8AQJFb\nAF/ffvXfyJQUtEa1GWdcxmTSF6q9jpKmhp7cN20UItLDBALBCOJXWk7PP3wCwVhnZcFK3tj/Bv8t\n+i/3ZN6DT/GRbEtmfPB40kPSaehpYEbEDEAtwhd8M/C61QX06aS09Obk0L1lC45vf5um5/6FNigI\n22WXAdC9aTNyp9pEsnfXLnr7Ahjz3Ln0bN2KPj6ewLOW4NyzB19zMyG33oo+MpKklSuG3CPz/ERA\nradJnKIGERf9cAo+n4zJomfRtSl89lwDoGALLaehOB+NrpjW2gnI3oH+MSjOIdcNCLLR29GO0RLE\nguXT2fZeIDaHlokLz8ARk4Q12ETa7G+eyjnmgxZheSwQjB4UWSgtAsFopqGnAQkJj+zhr1l/BSDJ\nlvT/7N13eFRl2sfx751egJCEToBIkxJCkSLouiiWVRF3X8VXRV8LiGVd17arYllE13Xtq4AVy1pX\nZMXeUFBQlCJdASmhl5CEFBKSTOZ5/0iRkkBCZjKT8Ptc11zMOec5z7lnOAxzz9MAeOqUp9hTvIeI\n0NKZwNQ17OhRXFje0hLcHXS8RUXsfucdmv7P/7DrmWfJmzmT0MRE8Hgoycwk54MPSsuVJSwWHk5R\nWhp5X38NQOKYMeTPm0d0n940GT6cPT/MI/7CC2nyuzP2u07G5o2sX7SA44b/4aBuV188/zjZO7Zz\n4X0P0TK5BG9J6XtXkF06TbjXU0ifU3LY9FMhO9aGUeIp7XbZusuxbPultMUlddgZ/PDu27Tu0oW2\nXeP5n1sHAAMqrtH3tPY+fufqhwaftGjKY5FgotnDRILZzoKdJEYn0rt5b77c+CUAHeM6AtAipgUA\nXufltA6ncUr7UwIWp9St4rKWlvDI4Pva6Jxj18RJxPQ/juLtO9gx4T7wuorWk8wpL1aU9aSnY1FR\nuL2lLRtNhg8n+913yXnvfSwmhtjjB9HhlZcJ79CB8BYt6PDyS5Vec970qfw0eybte/UhO30HhtF5\nwPF4iotZM28unuIiVn03m5Li4opzcnelgxmxcU1Z9tWHeIqKaNW5Kzm70sndlU6vYWewfe0vRMbE\n0v3Ek/lh+lTadO3mx3eu/tE3BxGpO+XrtKilRSRo5Bfnc8+397AxZyM783fSIqYF53Q6p+J4eUtL\nuRAL4bGhjzG84/C6DlUCxFPe0hIZPF8bvQUFlOTk4Nm+nV2TJrFr0mQKlpauH5T97ruU7Codo1K0\nYUPpCWU/lsX9/tzS52FhJFx6SemxsDBa3XM3FhZGzIABhLdocchr71hful7R1lU/89nkJ/jg8QfZ\nmbaO7WtW4SkuAmDuO2+yvWzcSkxc6VTLLTp05LeXjiY/ezdFBfm0OKYTrbuUJiZJ3XrS87enknLy\naSQmteOSBx6n/zn/46N3q2EIvpRZRBouzR4mEnTmbpvLu2vepXlMc3bl76JbQjdOansS8ZHxRIRG\n0CiiUaBDlAArLir9wSmYxrRsvf0O9v70Ey3vuAOAgqVLKcnJAWDvihX7lY3o0IGQuDj2Ll1K7OAh\neHamg3NE9ehBu+efIyI5mYh27aq8VubWLaRvWMexg39DcVEhmVtLpyVe/PlHFObvAeDTSY/RacDx\nAHRI7cuGpYvI3rmDyNhYugwcwpIvPiapRwrdTxxK5tbNfD/tLdoe24Nm7ZJp16MX8a3bcsY1N1Rc\ns2XHzr57sxoIJS0iUnc0e5hI0FmfvR6ARTsX4XEeWsa0JDw0nCdOfoISV3KYs+VoUDEQPzywSUvu\nzJlsu+tukv/zH/bMnYs3J4ecTz8BwBUVUbh69X7lG518MnkzZxKVmkpkp04Url5NdN8+NDnj9Ioy\nYf36Eh4Te9C1dm3awGfP/IvTx/6JL56byLY1qzAzGjdrXjE+M2PzRuDXJCVjy2bCwiM456bbefve\ncexMW0uddqmgAAAgAElEQVSLDt3p0KsPS774mGP69gdgyMhRdBtyEgltkrCQEBKTqk6Y5Ff6uVNE\n6pBaWkSCTXnSsmRnadea5tHNAejXsh8DWg2o8jw5ejhv6Wd3SGjd/+DknCPn44/xZGWRO2MGJRkZ\nZL78Mt6yVpXcTz7dr3x0v9LZ7UJiYki47DIAYvr3J/GqMXSe+RXhLVpQ4immxFNMfk42z15zGdMe\nuIfC/D14iop44+5bWfjRdOa/P43ta1bz3iP3s21N6QD5L56fxLofF5Rep3ETAMIiIhlxyziaJ3fE\nW+KhzbHdiIyJ5Zybbic2PoGO/QbQeeBgrnziWZJT+wKlXaQTk9prfGcNqaVFROpO2a9T+qAWCSyP\n10NYSOlXgPKkpchb2he/fMC9SDlvedISUrukpWDFCjzbt9N42LDDls2aOpWQqGgi2rdjy823ED9q\nVOlCj8Dud96pKOeKiwlv2xbPzp244mISLr+MrcuWEZWaSuzxg0ieOpWoHt2x0FDC4uMBmPbA3wDo\nf84f8BQVsmHpIt75+92knvo7tq1eyc6yMSuYkb1zBwAnXvh/zHnr33z/37cASDn5NOa/P4223XoQ\nERXNmX+8mbfu+QudBwwGoGmr1lw9+eWK/+/iW7et1Xsn9TRpMbO7geZAMXCbc2XL9IpIUCufwk8t\nLSKB83PGz1zy8SWc3/V8bjruJtZlr9vveMuYlgGKTIKVt6R85sfaJS3b753A3uXL6TL7G8ISE/c7\n5kpKyHjuOfb+9BNtHn6YHf94kJDwcBKuuAKA3K++wrOjNIEon/0rpFEjvHl5RKX2wrMznYKFC4kZ\nMID2L04hrHlpiyHJ7SsG4QPs2Z3FphVLMQuhdeeuALRPSWXj8qXs2rSBkNDQilm/hv7fGL6f9hZJ\nPXox6A8XkLl1Mz998xUxcU3p/puTmf/Bf+nYbyAAzdsnc90LbxAaFl5xLf1A51t1krSY2ZPACKAD\n0Ms5t3yfY12AV4BmwG7gcufcT4eoazjQE1gPZClhEalHyvvHa0yLSMCszFxJkbeIN1a+wcrMlaVr\nr4REVLS0NI9pHuAIJdi4WrS05H39Nbuef542999fOkDe6yX388+Jv+ii/cpt/ett5Hz0EVA6+5fL\nz6cEyHrjDQA827aVxtC4Md7cXEKbNqXR0KFkT59OVLfuxF5xBYVr1hIWH0/RsV2xiEjSN6zn1dv+\nzNl//gvteqay7ZeVFO4pHTjvnJcVX38JZpx9w1959fY/k5eZQa9TTqewoIDta1bR+/Sz6f6bkwmP\nigLglCuuZtsvK2nVqSvN2ycz+onniGvxa5K/b8IivldXLS3vAA8Bcyo59izwnHPuZTM7H5gCDDaz\nVsBbB5RdDGwDVjnn/mZm95nZb51zX/szeBHxDStralFLi0jgpBekA9ChSQd+3PkjAINaD2L2ltmA\nuofJwSpaWmo4piV/0SI23/BnXGEh2+69F8oWWsz5+BOiUlJI/9eTePfsIWnyJHI++oiw1q3xbNtG\n5suvVNTh2bkTCw/HlbV+xF90ERnPPUdUai9iTziB7OnTienXl8iePQnrdizO6+XV224gqXsKbbp2\nwzkv6xctZNNPy1ny+Uc0af7r/b1ndxYJbZKIiWvKsNHX8cVzT9HvrHNJaJuE83oJDQsnLDyuonxk\nTCyXPTKZkNDSCQmatmp9ZG+oHJE6SVqcc9/AwWszmFkLoB9QPo3DNGCimSU759KAoQfWZWYXAuVp\nbQbQxC9Bi4jPubKWFq3TIhI4O/N3AnDzcTfz55l/BmBou6HM3jKbqNAomkTov1XZ369jWmp23vbx\n90JICCGxseTP/R6A8A7tyZ8/n7SRF1SUy542DShNSHZNnFixtopFRuIKC2k6ciRZ//kPeL0kXPZ/\nFCxeTNy559LkrLOI6t6NyM6dmfHCJNb+OJ/zx91HXmYGG5YuIiwiAoCtv6yk/H+dnPSdxLdJInvH\ndrwlHponly6e2rn/IDr3H/Rr8CGVz5QWGlYvR1Y0COZc3S0Ub2ZpwPDy7mFmdhzwqnOuxz5l5gG3\nlic6ldQRATxNaVeyeOBq51xxJeVuBm7eZ1crYHslVUYDBdUIvzrlDlemEZBXjWvVB9V93+rDdWtb\n55GeX5PzfHWf6h6tn9f1RZ1HUkcg7tHqlNF9GpzXDMRnaU3P0WdpzemztPbnB+NnabDco82dc5HV\nKumcq7MHkAak7LN9HLDigDLzgZPqMKa3fVXucGWAzXX5fgfD+1YfrlvbOo/0/Jqc56v7VPdo/byu\nL+o8kjoCcY9Wp4zu0+C8ZiA+S2t6jj5Lg+d+CcR1j6b/7w9Xpj7eo4HuWL4JSDKzMAAr7TPSDthY\nhzFM9WG56tbVEATqtfrjurWt80jPr8l5vrpPdY/Wz+v6os4jqSMQ92hNr1vfBeK1+uuagfgsrek5\n+iytOX2W1v58fZb6QEC7h5XtmwW87H4diH+rc+74OguqDpnZZudcUqDjEKmK7lGpD3SfSrDTPSrB\nrj7eo3XS0mJmk8xsM5AEzDCzNfscvhq42sxWA7cDo+sipgB5LNABiByG7lGpD3SfSrDTPSrBrt7d\no3Xa0iIiIiIiIlJTgR7TIiIiIiIickhKWkREREREJKgpaRERERERkaCmpEVERERERIJaWKADkFJm\nFg88ApzunGsX6HhEyplZJPAskAOEOuf+GOCQRPajz0+pD8zsZOASIArIcs5dH+CQRPZjZr2BaynN\nD0KA0S6IZuxSS0stmNmTZpZmZs7MUg441sXMvjOz1WY2z8x6HKou51yWc240sMqvQctR7Qjv2fOA\nr51zNwBZZja4zgOXo8aR3KP6/JS6doT36Uzn3Gjn3Cigg5k1DkjwclQ4wnt0iXPuGufcGKAxEBuI\n2KuipKV23gFOBDZUcuxZ4DnnXFfgIWAKgJm1MrNZBzyeqLuQ5ShX43sW6ACklT1fV7Yt4i9Hco+K\n1LUjvk/NbDjwk3Mu1+9RytHsiO5RMzvNzN4AMoD8ugi0urROiw+YWRow3Dm3vGy7BbAaaOac85iZ\nAduA451zaYepa4Zz7lQ/hyxHuZrcs8AQIMI597KZTQA+cc7NDVDocpQ4ks9VfX5KXavpfWpmY4Ak\n59z4QMUsR5cj/Y5qZpOAKc65H+s+6sqppcU/2gFbnXMegLL+gBuB9oc6ycyeAbqZ2TNm1sn/YYpU\nONQ9Ow04ycweAxKUsEiAHPJzVZ+fEiSqvE/N7Dzgb0Crsvu0eQDjlKPXoe7RM8q6lU0GQoFlAYzz\nIBqI7z8HNmHZYU9w7ho/xSJSHZXes865QuDKug9H5CBVfq7q81OCSFWfpdMo/RFIJNCqukc/Az6r\n+3CqRy0t/rEJSDKzMICyprd2lGayIsFI96wEO92jUh/oPpVgV2/vUSUtfuCc2wksonRqQyidfSnt\ncONZRAJF96wEO92jUh/oPpVgV5/vUQ3Er4WyQUrnAq2AXUCec65z2bFjgZeBRErXt7jMObciQKGK\nALpnJfjpHpX6QPepBLuGeI8qaRERERERkaCm7mEiIiIiIhLUlLSIiIiIiEhQU9IiIiIiIiJBTUmL\niIiIiIgENSUtIiIiIiIS1JS0iIiIiIhIUFPSIiIiIiIiQU1Ji4iIVMnM0swspZL9s8xsnZkt3udx\nqpl9vM+2M7OlZc9nV1LHy2a22cyeKdseamYLahjf02b2SCX73zezm/bZnmRm/1uTug9z3ZvMbE1N\n4xURkSMTFugARESk3rrBOffhAftmlD8xMwcMcc7lHaKOB51zE2sRwxTgQzO73TnnKbtuS2AYMLps\n24DfAbfX4jr7cc49bmaLgIMSJhER8T21tIiISNAxszgz+8LM7i7bbmVmb5vZvLLWmwkAzrkFwA7g\n7H1Ovwz42DmXXrbdH1jlnMs1s/H7tsyY2fVm9nLZ88vN7HMze8vMVprZV2bW08w+MrPVZfv1/6aI\nSADow1dERI7Ukwd0D0v2RaVm1h74CnjFOXdf2e5XgInOuYFAP2Cgmf2h7NgU4Ip9qri8bF+5PwDT\nq3n5AcCtzrluQD7wBnAx0KPscWqNX5CIiNSauoeJiMiRqqx7WG21Br4GrnDOzQIws1jgFKBlaU8v\nABoB3cqevwb8vaxbWCegMfD5PnWOoPrJxrfOuc1lzxcBac657LI4lgAdj+A1iYhILSlpERGRYJIF\nbACGA7PK9oUADhjgnCs+8ATnXKaZfQRcAnQHXnLOeQHMrCuw2zm3vay4Bwjd5/SoA6rbu8/zkkq2\n9f+miEgAqHuYiIgEk73A74EOZvaMmYU453KB2ewzkN7M2phZ0j7nTQGuAs4HXtpn/4Fdw9YC/c0s\nxMxigPP89DpERMSHlLSIiMjhzCibmrj8UZ4sHDimxSdTCpe1plwIRAL/NrMwYBTQ3cyWmdkyYBqQ\nuG+MZeUXOufW77P/9+yftEwDdgI/Af8FFvsiZhER8S9zzgU6BhEROQqVzdq1oJZTHh+q/tbAZ865\nVD/VPxR4xDnX3x/1i4jIr9TSIiIigZIN3FC+uKSvOee2+TFhuQmYDOzyR/0iIrI/tbSIiIiIiEhQ\nU0uLiIiIiIgENSUtIiIiIiIS1JS0iIiIiIhIUFPSIiIiIiIiQU1Ji4iIiIiIBDUlLSIiIiIiEtTC\nAh2Av5nZSGBkWFjYyJYtWwY6HBERERERAbZs2VLknIusTtmjZp2WpKQkt3nz5kCHISIiIiIigJlt\ncc4lVaesuoeJiIiIiEhQU9IiIiIiIiJBrcEnLWY20szeLigoCHQoIiIiIiJyBDSmRUREREQaBK/X\ny9Hy3bY+MDNCQqpuI6nJmJYGP3uYiIiIiDRsRUVFbNy4keLi4kCHIgcIDw+nffv2RERE1KoeJS0i\nIiIiUq9t3LiRxo0bk5iYiJkFOhwp45wjIyODjRs30rlz51rVpaRFREREROotr9dLcXExiYmJhIXp\nq22wSUxMJDMzE6/Xe8iuYoejgfgiIiIiUm+Vj2FRC0twKv97qe1YowaftDjnpjrnLoiOjg50KCIi\nIiJyFJs1axb9+/cHIC0tjWbNmvn1ert37+ahhx7ab9+YMWOYPXv2Ic8bP348t956qz9Dq7EGn7SI\niIiIiBxtPB5PpUnLCy+8wG9+85sARXXklLSIiIiIiPjQJZdcQv/+/UlNTWX48OHs3LmzRuePHz+e\nCy64gLPOOouUlBRGjBhBVlYWAF9++SWDBw+mb9++pKSk8NJLL1WcN3ToUO68806GDRvGGWecwTXX\nXMPu3bvp06dPRQvP0KFD+fDDDwHIzs5mzJgx9OrVi969e3PllVdWGs8jjzzCwIED6devH2eddRab\nNm0C4IMPPiA1NZU+ffqQkpLCe++9V+P3qro0WklEREREGowxr8xnQ0a+X+rukBjDC5cNOGy5J554\noqLr14MPPsiECROYOHFija41e/ZsFi9eTMuWLbnuuuu48847mTx5Mv369WPOnDmEhoaSmZlJv379\n+N3vfkfr1q0BWLx4MZ9++inh4eGkpaXRv39/Fi9eXOk1brzxRho1asSSJUsICQkhPT39oDJvvPEG\nq1evZu7cuYSGhvLqq69y/fXX895773HXXXfxzDPPMGTIELxeLzk5OTV6jTWhpEVERERExIdef/11\nXn31VQoLCykoKKBVq1Y1rmP48OG0bNkSgLFjx3LBBRcAkJGRwejRo1m9ejVhYWHs2rWLFStWVCQt\nl156KeHh4dW6xocffsjChQsrZvVq3rz5QWWmT5/OggULOO644wAoKSkhNDQUgGHDhnHjjTdy/vnn\nc/rpp9OnT58av87qavBJi5mNBEYmJCQEOhQRERER8bPqtIT405w5c5g4cSLfffcdzZs35/3332fC\nhAm1rrd8Fq5rrrmGc845h2nTpmFm9OvXj71791aUa9SoUa2vtS/nHHfddVelXccee+wxVqxYwcyZ\nM7nssssYNWoUf/3rX316/XINfkxLMM0etuyb9/jx4XMo8XgCHYqIiIiI+EFWVhZNmjQhISGBoqIi\nnn322SOq56OPPqoYCzNlyhROPfXUivo7dOiAmfHNN9+wZMmSKuto0qQJ+fn5eKr47jlixAgefvhh\nvF4vQKXdw0aMGMHkyZPJzMwEoLi4mEWLFgGwcuVKevbsyfXXX8+1117L999/f0SvtToafEtLMOn1\n1f8BsGrxNxzb/5QARyMiIiIivnbmmWfy2muv0a1bN5KSkhgyZAifffZZjesZNmwYo0ePZv369XTs\n2JFXXnkFKB0jc9111/Hggw/So0cPBg0aVGUdCQkJjBo1il69ehEbG8uCBQv2O/74449z0003kZKS\nQkREBAMGDOD555/fr8yll15KRkYGQ4cOxczweDyMHj2avn37cscdd7B69WoiIiKIiYnh6aefrvHr\nrC6r7UIv9UVSUpLbvHlzYIMYHwfAquHvKmkRERER8YGSkhJWr15N165dK8Za1Hfjx48nLy+PRx55\nJNCh1Nqh/n7MbItzLqk69TT47mEiIiIiIlK/qXuYiIiIiEgQGT9+fKBDCDpqaQkAx9HRJU9ERERE\nxBeUtIiIiIiISFCrd0mLmcWb2RQz2xToWERERERExP/qJGkxsyfNLM3MnJmlHHCsi5l9Z2arzWye\nmfU4VF3OuSzn3GhglV+DFhERERGRoFBXLS3vACcCGyo59izwnHOuK/AQMAXAzFqZ2awDHk/UUbz+\ndZRMMy0iIiIi4gt1MnuYc+4bADPbb7+ZtQD6AaeX7ZoGTDSzZOdcGjC0LuITEREREQk206dPp02b\nNgwcODDQoQRcoMe0tAO2Ouc8AK50pcuNQPtDnWRmzwDdzOwZM+tURZmbzWxz+SMvL8/XsYuIiIiI\nHDGPx3PI49OnT2fevHl1FE1wC3TSAhw0/69VWmrfE5y7xjmXVPbn2irKPFZWJsk5l9SoUSOfBCsi\nIiIicihmxvjx4znhhBPo2rUrb7755n7HHn30UYYOHcodd9xBSUkJt956KykpKaSkpPCnP/2JoqIi\nPv74Y95//30efPBB+vTpwwsvvADAQw89RM+ePenVqxejRo0iOzsbKF3b5eKLL+acc86hR48enHLK\nKWRmZgLw/fffc9xxx9GnTx9SUlJ4+umn6/5NqaVALy65CUgyszDnnMdK+4+1o7S1xSfMbCQwMiEh\nwVdV1p7GtIiIiIj4xxsXQtZ6/9Qdfwxc/Fa1ipoZ3377LevWrWPgwIGceOKJtGvXDoDCwkJmzZoF\nwNNPP83ChQtZuHAhoaGhjBgxgn/961/85S9/YcSIEfTv35/rr78egE8++YSXXnqJuXPn0rRpU8aO\nHcu4ceOYNGkSAD/88APz588nISGBCy+8kGeffZY77riDf/zjH9xyyy1cfPHFAGRlZfn4jfG/gLa0\nOOd2AouAS8p2nQeklY1n8dU1pjrnLoiOjvZVlSIiIiIihzRmzBgAOnbsyIknnsjs2bMrjl155ZUV\nz2fMmMHo0aOJjIwkLCyMq666ihkzZlRa54wZMxg1ahRNmzYF4Nprr92v7Jlnnkn5D/WDBw9m7drS\nDkknn3wy999/PxMmTGDOnDnEx8f79sXWgTppaTGzScC5QCtghpnlOec6lx2+GnjZzMYBOcBlPr52\n8LW0iIiIiIh/VLMlpK7tOyHVvsMWnHOVTVZVaR2HKxsVFVXxPDQ0tGLMzI033siIESP48ssvGTdu\nHCkpKUyePPnIX0wA1ElLi3Puj2VjS8Kcc632SVhwzq1yzg12znV1zvV3zq3w8bXV0iIiIiIiderF\nF18EIC0tjTlz5nDiiSdWWu60007j5ZdfpqioCI/Hw5QpUzj11FMBaNKkScWYlfKyb731Frm5uQA8\n99xzFWUPZdWqVXTs2JGrrrqKcePG8f3339f25dW5QI9p8bugbGnRmBYRERGRBi0yMpITTjiB9PR0\nnnrqqYrxLAcaO3Ysa9eupV+/fgAMHTqUG264AYBLL72Uyy+/nKlTp3L99dczZswYli1bxuDBgzEz\nUlNTq9Vi8tRTTzFz5kwiIiIIDQ3l0Ucf9d0LrSPmjpIv0ElJSW7z5s2BDWJ8HAArz5xKt0GnH6aw\niIiIiBxOSUkJq1evpmvXroSGhgY6HKC0y1Zubi6avfbQfz9mtsU5l1SdeoJhymMREREREZEqqXuY\niIiIiIgPHS09mepSg29p0UB8EREREZH6rcEnLcHIoexbRERERKS6GnzSYmYjzeztgoKCQIciIiIi\nIiJHoMEnLeoeJiIiIiJSvzX4pEVEREREpC4lJyezfPny/fYNHTqUDz/8MEAR1X8NPmlR9zARERER\nkfqtwSct6h4mIiIiIsEiNzeXq666ioEDB5Kamso111xDcXFxoMMKeg1+nRYREREROXr86cs/sSl3\nk1/qbte4HU8Ne6paZc8//3yioqIqttesWQPALbfcwkknncTzzz+Pc46rrrqKiRMnctNNN/kl5oZC\nSYuIiIiIiI+98847pKSkVGwPHToUgOnTp/P999/z6KOPAlBQUEBEREQgQqxXlLQEgFZJFREREfGP\n6raEBIpzjunTp9OxY8dAh1KvNPgxLRqILyIiIiLBYsSIETz44IN4PB4AsrKyKrqOSdUafNKigfgi\nIiIiEiyeeOIJwsLC6NOnD6mpqZx66qmkpaUFOqygp+5hIiIiIiI+VFkSMmvWrIrnkydPrrtgGogG\n39ISlDSmRURERESk2pS0iIiIiIhIUFPSIiIiIiIiQU1Ji4iIiIiIBLUGn7QE45THWqdFRERERKT6\nGnzSoimPRURERETqtwaftIiIiIiISP2mpEVERERExMc8Hg8TJkygW7du9OzZk27dujF27Fh2794d\n6NDqJS0uKSIiIiLiY6NHjyYzM5O5c+cSHx+P1+tl2rRpZGZm0rRp00CHV+8oaQkEDcQXERERabDW\nrFnD1KlT2bhxI/Hx8QCEhIQwcuTIAEdWfylpEREREZEGY9O111G0aaNf6o5o1552T08+bLkff/yR\nLl260KxZM7/EcTTSmBYREREREQlq9a6lxcxOBi4BooAs59z1AQ5JRERERIJEdVpC/K1fv3788ssv\nZGRkkJiYGOhwGoQ6aWkxsyfNLM3MnJmlHHCsi5l9Z2arzWyemfU4VF3OuZnOudHOuVFABzNr7Nfg\n/cDhDXQIIiIiIuInnTt35rzzzmP06NEVs4U55/j3v//N2rVrAxxd/VRX3cPeAU4ENlRy7FngOedc\nV+AhYAqAmbUys1kHPJ4oP8nMhgM/Oedy6yB+EREREZFqe/HFF+nduzeDBg2iZ8+e9OzZk++++04t\nL0eoTrqHOee+ATCz/fabWQugH3B62a5pwEQzS3bOpQFDK6vPzMYASc652/wUsoiIiIjIEQsPD+fe\ne+/l3nvvDXQoDUKgB+K3A7Y65zwAzjkHbATaV3WCmZ0H/A1oZWbPmFnzKsrdbGabyx95eXl+CF9E\nRERERPwtGAbiH7hoiVVaqrywc9MobZE5dKXOPQY8ZmYjgZGhoaGaGFtEREREpB4KdEvLJiDJzMIA\nrLT/WDtKW1t8wjk31Tl3QXR0tK+qFBERERGROhTQpMU5txNYROkUxgDnAWll41l8wsxGmtnbBQUF\nvqpSRERERETqUF1NeTzJzDYDScAMM1uzz+GrgavNbDVwOzDal9dWS4uIiIiISP1WV7OH/RH4YxXH\nVgGD6yKOoOEOHMYjIiIiIiJVCfSYFr9T9zARERERqWtFRUXcdtttdO7cme7du5OSksJLL70U6LDq\nrWCYPcyvnHNTgalJSUlq3hARERGROnH55ZdTWFjIkiVLiI2NJS0tjTPPPJPi4mLGjh0b6PDqHbW0\niIiIiIj40Jo1a5g+fTrPPfccsbGxACQnJ/Poo49y3333BTi6+kktLYGgMS0iIiIifvHR5KVkp/vn\nx+q45tGcfV3qYcv9+OOPdOnShcTExP32Dx48mM2bN5Oenk7z5pWujy5VaPAtLSIiIiIida10+UHx\nlQbf0mJmI4GRCQkJgQ5FRERERPysOi0h/ta3b19Wr15NRkbGfq0tc+fOJSkpSa0sR6DBt7RonRYR\nERERqUtdunThnHPOYezYseTn5wOQlpbGLbfcwp133hng6OqnBt/SIiIiIiJS1/79739z11130atX\nLyIiIggNDeWWW25hzJgxgQ6tXlLSEgAahy8iIiLSsEVGRvLwww/z8MMPBzqUBqHBdw/TlMciIiIi\nIvXbYVtazOyhatST45y73wfx+FxQTnksIiIiIiLVVp2WlkuBPYd5/J+/AhQRERERkaNbdca0fOmc\nu/dQBcysi4/iOUp4Ax2AiIiIiEi9cdiWFufcJb4oIyIiIiIiciQ0EF9ERERERIJarZIWM/vQV4H4\nixaXFBERERGp32rb0vI3n0RxtNFCLSIiIiINVnJyMt26dcPj8VTs69+/P7NmzQpcUPVcrZIW59xC\nXwUiIiIiItJQFBYWMmXKlECH0WBUZ/YwAMzsJeCgJgLn3JU+jUhEREREpJ679957GTduHJdeeikx\nMTGBDqfeq3bSAizY53kUcB6wyLfhiIiIiIgcuXcfmkD2ju1+qTuuZSv+8Nd7qlW2X79+nHTSSTz+\n+OPceeedfonnaFLtpMU5N2nfbTN7GnjH5xEdBZzGtIiIiIg0ePfffz+DBg3immuuCXQo9V5NWloO\nVAAk+ygOvzGzkcDIhISEQIciIiIiIn5W3ZaQutCxY0cuuugi7r///kCHUu/VZEzLQ/tshgL9gZ98\nHpGPOeemAlOTkpKCpnmjpEhrxoiIiIgcDe6++2569OhBeHh4oEOp12oye9iefR6ZwNPARf4IqqHz\nLp0a6BBEREREpA40b96cG264gW3btgU6lHqtJmNa7vVnICIiIiIiDUFaWtp+23fffTd33313YIJp\nIGq1TouZ9fNVIEeVHiMCHYGIiIiISL1Rq6QFuM8nURxlQsIiAx2CiIiIiEi9UaukxTl3tq8CERER\nEZEOiYAAACAASURBVBERqUyNpzw2szAgonzbOZfv04gOf/3ewLWUxh4CjHb1bOGTehauiIiISNAy\nM0Dfr4JV+d9L+d/TkarJlMcDgSlAd2Dfq4ZW49wngRFAB6CXc275Pse6AK8AzYDdwOXOuSqnUnbO\nLQGuKTt3KhAL5FX3dQQDwxvoEEREREQahJCQEMLDw8nIyCAxMbHWX47Fd5xzZGRkEB4eTkhI7Ual\n1KSl5UlgDPAMcBJwA6ULTFbHO8BDwJxKjj0LPOece9nMzqc0MRpsZq2Atw4ou9g5d6OZnQZcAWQA\nddrS4wv6JUBERETEd9q3b8/GjRvJzMwMdChygPDwcNq3b1/remqStIQ7534wszDnXC7wdzObBTx2\nuBOdc9/Awc1CZtYC6AecXrZrGjDRzJKdc2nA0Crq+wL4wswmAX2AH2vwOkRERESkAYmIiKBz5854\nvV79OBxEzKzWLSzlapK0eMr+zDCzPsBmSrt71UY7YKtzzgPgnHNmthFoD6RVdoKZnQGcza9jWpZV\nUe5m4Oby7bi4uFqG6kP6xyQiIiLic776gizBpyZJy1tmlgg8AHxTdu49PojhwG/wh+yI6Jz7DPjs\nsJU69xj7tAIlJSUFTaagnEVEREREpPqqnbQ45x4ve/p5WfISVdZNrDY2AUllXc48Vtp/rB2wsZb1\nVjCzkcDIhIQEX1XpAxqILyIiIiJSXYdtQzOz1AP3OeeK901YKitTHc65ncAi4JKyXecBaWXjWXzC\nOTfVOXdBdHS0r6qsPTW1iIiIiIhUW3U6/r1c2zJmNsnMNgNJwAwzW7PP4auBq81sNXA7MLoa16s2\nMxtpZm8XFFR3ojP/8bqyecQP6hEnIiIiIiJVqU73sFQz23mI4wYUHqoC59wfgT9WcWwVMLgacRwR\n59xUYGowjWlRS4uIiIiISPVVJ2npVI0yJbUNxF+CaUxLRaqipEVEREREpNoOm7Q45zbURSD+Ekwt\nLQ4DnJIWEREREZEa0GTWdcgdejZnERERERGpRINPWoJpIL6r5JmIiIiIiBxag09agmvK47LZw9Q9\nTERERESk2qqdtJhZEzN7wszeK9vuYWYX+S+0hqeie5iSFhERERGRaqtJS8szwC5+nU1sPXCbzyPy\nMXUPExERERGp32qStHRzzt0PFAM45wog+EeWB1f3sFLqHiYiIiIiUn01SVqK9t0ws2jqQdISTDR7\nmIiIiIhIzdUkaZlpZuOASDMbCvwHmO6XqHwomLqH/UotLSIiIiIi1VWTpOVuSr9t5wIPAfOACf4I\nypeCqXtYeUuLqXuYiIiIiEi1hVW3oHPOA/yj7CEiIiIiIlInajLl8QQza2qlPjKzXWZ2nj+Da2ic\n1mkREREREamxmnQPO9c5txs4FfAAJwB3+iWqBsrKxrK4kuIARyIiIiIiUn/UJGnxlv35W2Cqc26V\nH+LxuWAaiB9jhQB0+OnZAEciIiIiIlJ/1CRp2WNmtwMXAl+YWQgQ4Z+wfCeYBuKXa0V6oEMQERER\nEak3apK0XA60Av7qnNsBdARe90dQIiIiIiIi5Woye9ga4EYza2lmLcq2NZOYiIiIiIj4VU1mD+tu\nZsuAn4FVZrbUzI71X2giIiIiIiI16x42GfiHcy7BORcPPAA845+wREREREREStUkaYl3zr1RvuGc\newto6vuQjg6/LJ4d6BBEREREROqFmiQtJWbWo3yjrGuY9xDlg0IwTXm8ry7Thwc6BBERERGReqHa\nA/EpXUjyazNbVLbdG7jU9yH5lnNuKjA1KSlJy9CLiIiIiNRDNZk97NOylpZBgAFznXO7/BaZiIiI\niIgI1egeZmYx5Q9gD/AV8CWQX7ZPjtDLc9YFOgQRERERkaBXnTEteUDuIR5yhDI/+XugQxARERER\nCXqH7R7mnAsBMLO7gELgOUq7h40BPH6NroG7OfwdYEqgwxARERERCWo1mT3sTOfcw865bOfcbufc\nI8D5/gqsIfopotdB+/YWlwQgEhERERGR+qMmSUuCmXUu3yh73sz3ITVchWGND9o34smvAxCJiIiI\niEj9UZOk5U7gezP7zMw+A74DbvdPWIdmZveb2YxAXLs2imJaHbTvjMzXAxCJiIiIiEj9Ue2kxTn3\nX6A7MBGYBPR0zk0/3Hlm9qSZpZmZM7OUA451MbPvzGy1mc3bd/HKQ9Q3EvixunEHu1vC38E5LSEj\nIiIiIlKVmrS04JxLd8594Jx73zmXXs3T3gFOBDZUcuxZ4DnnXFfgIcpGpZtZKzObdcDjCTPrAhxX\nlkA1GG/O2xToEEREREREglaNkpYj4Zz7xjm3+cD9ZtYC6Ae8VrZrGnCMmSU757Y754Ye8LgROAuI\nM7MngK5mNsLf8deF56d/HugQRERERESC1mGnPPajdsBW55wHwDnnzGwj0B5Iq+wE59y/yp+bWYpz\n7v2qKjezm4Gby7fj4uJ8FLbvvR9xF0WeK4kI83sOKSIiIhI0lm/JxuscqUlNAx2KBLlAf0s+cDCH\nVftE5049zPHHnHNJwE3Ad6GhoUcQXt1obAX8e25aoMMQERERqTPLt2Tzt/te5e+P/Vfje+WwApm0\nbAKSzCwMwMyM0taXjb68iHNuqnPugujoaF9W63PPfjQ30CGIiIiI1Int2Xu55ekvuPW7l7lpxmTS\nNmcEOiQJcgFLWpxzO4FFwCVlu84D0pxzab68jpmNNLO3CwoKfFmtz30SeTvpuYWBDkMaAOecFi0V\nEZGgtafQw1UvzuWqr6bQtGgPT/U+jwU7gvt7mgSe35MWM5tkZpuBJGCGma3Z5/DVwNVmtprSNV9G\n+/r69aWlpZnlcO1rCwMdhjQAd/x3GYMe+JKCIiUuIiISXLxex43/WcygGW/RMzONyItG8W3bVOan\nZQY6NAlydTF72B+dc0nOuTDnXCvnXOd9jq1yzg12znV1zvV3zq3wdzzBYPeozyrd79k4nxKv+nTK\nkftgyVam/vw5e+PeYl3GzkCHIyIisp9/frqSPTNmcN7ab4ju25djxt1G+4QYFqRlBTo0CXKBHojv\nd8HYPaykSVKl+6dH3sPEr9ZUekzkcLbuLmDc9AVEtXyP8CZL2bknL9AhiYiIVHhr3kY++PgH/rL4\nbUISEmj7xONYeDj9k+NZt2uPusnLITX4pKW+dA8r98yMpZpBQ2qsxOu4+e3FFDb6nJCI3RSmn06I\nV9NHiohIcPhuzS4mTFvE+IWvEVW8l6RHHia8ZUsABiYnALBwg7qISdUafNISjC0tACQNrHT3GxEP\n8Mny7XUcjNR3r/+wgXlbfiKq2RzaRnemOOt4ducXBTosERER1qXncc1rC/nj0ndpl7WF5jf8idgh\nQyqO9y9LWuatVxcxqVqDT1qCtqVl1NRKd/cNWcN1ry/Eq7EtUk05e4t57IuVNG77HuDlsq63AqHs\nzi8OdGgiInKUy9pTxJUvz2fI6u84Zf0PxJ70GxKvvnq/Mp2ax5IQG6HB+HJIDT5pCVrRVXfduTL0\nU16f59PlanzO63V8unw7RR5voEM56j09ay15YQvwRq7nf4/9X/q07AWgpEVERAKqyOPlmtcWErL2\nF/60bDphrVvT5p//xEL2//ppZvTvEM+KrdnkFXoCFK0EuwaftARt9zDAhVXe+nNP+KvcM31pUK+1\n8eXKnVzz2kKmL9oS6FCOalt2FzBlzjoat5xNdFg01/e9nqYx4QBkqXuYiIgEiHOOce8uY9nqLTy4\n7E1CcCT96wnC4uMrLT/wmAS8DhZtVBcxqVyDT1qCtnsYYNd+W+Wxs0N+4OXv0uoumBpatiUbgJXb\ncwMcydHt0c9WURK5Gk/YVs7rch5xkXHEx0QAkF2glhYREQmMp79eyzsLNvGPX6bTOGM7LW+/jejU\n1CrLl49rma+pj6UKYYEO4KiW2KnKQxMjniL5k+M5r18SzRtH1mFQ1fPzthwA1qZrWt1AeXfRZt5d\nvIXWx/7AHgthVPdRAESFhxIZFqKWFhER8bsSr2NLVgHrduWxftce1qXvYd2uPL5dk8HVO3+g6+qF\nNDnrLOIvvviQ9fRs04To8FDmr9e4FqmckpYgdmHoTCZ82JanLuob6FAOoqQlsJ7/Zh1///hnWiRm\nkWvLOb396SQ1/nX9n/iYCI1pERERn/plRy6LNu5m3a49rEsvTVI2ZORTVLL/+NaYiFDOD9/F7+e9\nS0THjrSaMAEzO2Td4aEh9G3flB83ZlFc4iU8tMF3BpIaavBJi5mNBEYmJCQEOpTK/XEeTKp8+uMH\nw1+g05LfctngDhXNpsEgZ28xm7NKxwht2V3A3uISosJDAxxVw+acY8XWHH7elsO3a3YxffFWurRo\nRGrfOXy+ES7redl+5ZvGhGvKYxER8Yl56zOZPGsNs1alV+wLDTHaJ8RwYpdmHNMslo7NYzkmIZoO\nnjyabN/I9r+9SElEBEn/eoLQRrHVus6A5AS+W5vB8i3Z9G1f+dgXOXo1+KTFOTcVmJqUlBSccwg3\nP/aQh28Ne5vznwll/T/OOuyvFHVlyuz1QPkX42LW79pD99ZNAhxVwzbu3WW8OW9TxfbA5ATGn9eK\nUZ9+Sr8W/Uhtvn8/4aYx4azcvreuwxQRkQbCOcfMVTuZPHMtCzZkYQZn92rNuX3a0DEhilb5Wbi0\ndRSuWUThN2soWruOwnXryCkoIKesjjYPP0Rkly7VvuaAsh9oF6RlKWmRgzT4pKVeOOFG+PaJSg9d\nG/YBz3qG89d3lvLwyN51HNjBfliXwb++/IWebZpw4cD23D19OevSlbT408xVO3lz3iYGJidwxQnJ\ndG/dhJZxoVz+2WV4vB6u7XPtQec0jY4gu6AYr9cREhIcya6IiAQ/T4mXj5dvZ/LMNazcnkt4qPG/\n/dsxtmcTYqe+Sv5/FlC0fj2bivfvghzWsiUxffsS0bkTkR07EZ3ai6gePWp07b7tmxIaYsxLy+Sq\nkzr68mVJA6CkJRicOr7KpAXglYh/cu7C+7lsSDIpbePqLKzKPPP1Wsxg4sX92JFT+kt+eq5+0feX\n3L3F3PnfZTSKDOOJC/vQpmnpLHgT5k7gp4yfGJs6luNbH3/QeU1jwnGutCtf07LZxERERKpS6Clh\n2sItPPvNWjZk5BMdHsroE49h9IBWhE97i4wHppCVn09Ym9bEDBlMZKfORHbqRGTnTkR07Eho48a1\njiE2MoyUNk1YkJaJcy5oephIcFDSEgwO84+yd8g6BoesYPhTsOSe04krW4ejru3M2cvMVemc0bMl\nxzSLxbLWA47MPRo74S///HQlW7P3cv/vUyoSlg/WfsDU1VMZ1HoQ1/W+rtLzyhOV3flKWkREpGpb\ndxfw/pKtvDhnPTtzC4mLDufPw7pw2fHtCfnyU9IvuA7Pjh1EJCfT4q9/odHJJ/s1meifnMCSzdms\nTc+jc4vaJ0LScDT4qRmCeXHJ/Vz3/SEP3xf2EuC4/s0fca7uhuek7drDtIWb2ZiRz9erSwfgndC5\nGfwyg+TXT+Dy0M/YpaTFL75fl8Fr329k4DEJXDywPQDvrXmPe769hxYxLfjnb/5JaEjlEyBogUkR\nEanKuvQ8np61lnMnfcuQB7/iwU9WYgZ3nd2d724/hbFxu8m+bBTbbr8Dt3cvLe+8k44fvE/jU07x\ne+vHAK3XIlVo8C0tQT8Qv1yL7oc83DlkK1PCH2H0L3/hT28uYuLF/fweknOO85+Zy668wv32d2nR\nGNbPAeDSsBk8lHdZZadLLRQUlXD7tKVERmfyx9Pbk120m9d/fp1nlz5L69jWTB42mcToxCrPjy9L\nWnZrgUkRkaOec46ft+Xy6YrtfLZ8O6t2lC4M3TgyjHP7tOGMnq0Y1r0FtnkTO265kbwZX0J4OAlX\nXEGza64mNK7uuqb3Ty4dgD9/fSYXlf1gJwJHQdJSr4z9Gp77bZWHh4Uu4viSn/hwKZzQeaPf/jF/\nszqd+JgIduUVHpSwAHRt2Qg2lH4pTrA8MvL0a76vPT5jNVtKZhGV/F+u/+bX/T0Te/LUKU/RPKb5\nIc+Piy7tEpattVpERI5KRR4vSzfv5vOfdvDp8u1szMwHICE2ggsHtOOMlFYM6ZRIZFgoJbt3k/7Q\nP8l6403weGh8xhm0uOVmItrXfdLQrFEkHZvHMi9Ni0zK/pS0BJM2fQ5b5K2I++m/92nu+O8yerWN\n88nA/LXpefy8LYeebeL4fMV2/vHJSpo1imBE77YATLt2CLNW7eSpr9YAkNgoEnK3ARBPDhmVJDYN\nwdr0XG79YDr/Ovd/aJ9Y+Rzz0xdtoUvLRvRs47tfoRZv2s2L82cS3eE92sS24ZxO55CxN4O4iDjG\npo4lJjzmsHWoe5iIyNHDOcfW7L0s2pjFoo27WbxpN8u2ZFPkKV30sXVcFJcPSeZ3Ka3o3yGesNAQ\nnHMU/Pgj2957n5yPP8abl0dUr160vP02Yo47LqCvZ0CHBP6zYBPbsgtoHRcd0FgkeChpCTY3LIYn\nD528PB8zkfPy72D4U3O4bmgn/nLGsTXqY+op8fKnNxdxdmprhqe24dIXfmBr9v4zgO3KK2Lqwk1E\nh4fSt11TWjSOrEhaAMjZWvE0dM9WGqJ7vprCmtAp3PVlDv++4I8HHf9lRxZ3LriYePox56rHAXhq\n1mLeXrKIj66+hCZRpYnDT1tLF4Rcm57HrrxCQswIDwuhZeMo2jSNokl0OCVex+78Ymb/ks78TWlE\ndXiNiNAwnjzlSY5NOPRaPpWJ32cgvoiINCz5RR6Wbc5m0abdFYnKztxff0BsEhXG8R0T6duuKad0\na0FqUlzF94TC9evJfP99ct7/gOItWwCIPPZYEseMpsnZZ2MhgR/uPOCY0qRlfloWI3oraZFSSlqC\nTXzyYYv09a7g6tAPebpkBJNnrWXyrLUsHX96xZfkw1myOZtPlm/nk+XbGZiccFDCUi53r4fe7ZoS\nEmK0S4jh1tO70rtd09KD+yQtHYrWUugpITKs8kHh9dHe4hKW7v4SouDHrI/I3TuWxge8v5N++JCQ\niEx2l3zLuvQc2ic0YsrPj1LSdDFPzW7PnacNY116Hr9//h1c1FpCwjMJCSvAuVCcNwy3JRavpwl4\no8EZhBQT0fgXGnVchcfy+PuJDx9RwgK/trTsVkuLiEi9l5FXyPy0LBakZTI/LZPlW3Mo8ZYO1Q0x\n6NaqCaf1aEnf9vH0adeUjs1i91ujy5OVRc5HH5P9/vvsXboUgLAWLUgYfSVxI84l6tiuAXldVRlQ\nNq5lQVomI3q3CXA0EiyUtNQl5z18GTMYNQ1eP6/KIl5CuC38LVa6dsz09gUgdfzndGwey33nppCa\nFHfQF+x9/bjh1xk5Bj7w5UHHh3RKZNmWbHL3emif8GtXpOtP2WdV25ytEB3Pyoie5O2MIXNPUZVN\nuEu3beDrDUvYXZBLbEQ0v2RuoFeLrkSEhtM4Iob/TT2RST98yLebFpBXnEtMWCw9mx2L13lJz88i\nLrIRv2nfl+PadmJl+lZiwiPpnNiKuGj//fry9uIlEJUGzrCoTTwzdzZ/OfmUiuPOOWZv+wKiwEIL\neG7+55zQvjeeqGUYMPWXN7j15KHc++lMIjo8iVlJta+d3LQzF3W7iN8d87sjjj8uWgPxRUTqI+cc\nmzILmF+WoMxPy2Rt+p6K401jwjn52BYc1yGevu2b0qttHLGRB3+d8+bnk/fNN2S/9z55s2eDx4PF\nxBB37rnEnTuCmEGDsNDg/LGxfUIMLRpHMm+9xrXIrxp80mJmI4GRCQkJgQ6lwmG7cnUeBkPHwawH\nKj28O6wZCZ6dvBTxML8vnMBi1xmAdel7GPXCDwB0bBZLt9aNeej83kxdsImV23LZlVdIQmwEy7fm\nHFRn26bRpOcWUlTipW3TaPonJ/Dkl7/QpUWjgwMozIXCbEi9kC/j/8IPn63ip+07+X7zNmas/57k\nuLZ8u2UeV6Sez1MLX2SH97uDqphT9jnkvGEc2/xdnv55HGZlE7wVwYqN+5d//4AeaM4bTiPXFYej\n2BUQHRJH47B44qMSaRbdnFaxzUlq0pLkpq3olNiS1k2a4Jxj0ZZNxIRH0rN1q4NiysgrJC0jn5S2\nTXhjxbtgMOrYMby++nmmrp7KrUN/nZv+u3VbKYxYTmxIC/K9O5m1eQYrd63DQkoIJRJP9ELGvfcd\n83JeJqxRCQ+c+AB9WvQhMSqRYm8xhSWFZBRkkF6QTl5RHiWuhBALoW+LvrRpVPtflaLCQ4kODyVL\n3cNERIKec46FG7L4z/xNfPNLOjtyfu3q1bZpNH/o25b+yfEMTE6gU/NG+7Wi7KskO5u8WbPI+eIL\n9syegysshJAQYocMIe7cETQeNoyQmMOPiww0M2NAcgIfL99GdkFxxQ9xcnRr8ElLvZnyeF9mkPI/\nVSYte0NjwVP6/NmIxzij8J88dOlQxr66sKLMul17WLdrD4mxkbz6/YbDXrJPu6Ys3rSbLbsLaBUX\nxZ+HdaFry0ac2r3lwYVzSgfh06QN0ZEFRCe9wp/nrqxIOr7JKD08+cc97PD8SIg3kTOSLiIhuinZ\ne3PpnNCOeVuXsjhjLvkhv/D28i8xc/SMOZfxv72Wrbm7mL1xKVGhEbRp3JydezKZu3UB2UWZJEY2\np9gVsy1/PTn2M+bCMKLIsQ3keL1syQfygYz9Q3Yl0eBCsLA9OBdCTEkPOjZKIS4inpy8aP6fvfOO\nb6O8//j7tCVLtrz3tuMsJ3Z2ApkkYY9AmIUCZRUoG9rSFn4dQNmrhQYKbaFQ9iaQRQaEJHaW40zH\ne8tLsixL1rq73x9ynDi2YwcSsvR+vfQ66e65Kenu+TzfVdki0eatQVC3ESKOwBu+Fo06lPsn38bi\n8uXY1Bt55Ksi7puXi0Gj4p+bv0BQ+Lg8+2o+LP0Au3IrHa4q1Dotv5/yB/5c8BBfNT2FyljJzIQz\nOT/z/D6XMcYQwwgOner6x2A2qLEH3cOCBAkS5Kjh9Ut8vKWOFoeH07OjGJNkRjmAoOiPdpeXj7fU\n805hDaXNnUAgQ+e8kbFMTItgYlpET2HhgfC3tOD45hscy1fgLCgAvx8UCgzjx2OaNw/TWWeijon5\nUed5LJiYFs7i7Y1sqbYxe/iJd/xBjjwnvWg5YYnKhptWwT9n91nkVuzPZBUrtFOkuwViN/dpBwxJ\nsECgg7vvRqtSKFAqBM4b03fEv76zntdXP8COhDhSO3cSFRKDyrQbo5xDpjGXSQl57G2rZE3b67R5\na0HpJlY9gSfPvKXXdm7gTH699FW+tpSy0VIIQF5sLsNjEhkek8iczLEH7Xlhn2Pxil7UCjWCICDJ\nEk2dbZS2NVDVbqGuoxlLZwstXa20e1pxYEOUfcTqUrF722hhOzvdO2BfOE8k6Lrf+lmDApgaswCV\nQsV1uVfyfNFfeafuAT55cSF5Uflsdq0Eg4Jrx15Aq8vKF7X/AZWLvIh5XDzsfJ7d+Hc6QypRouWh\naQ8M6Ts40pgNmqB7WJAgQYIcBSRJZvH2Rp5eVkJ1WyCV8DPL92I2qJmeHc3MYdHMGBZFjEnXZ11Z\nlimotPJuYQ1f7bDg9UuE6dVcNy2NKyelkBM3eBV4b20tjhXf4Fi+nK6tW0GWQa0m5LRphM6bh3HO\nHFTHkYfJD2FCT5FJa1C0BAGCouX4JrH/ApJ+tQm6Dpr53wXE8BuaCQSvvXXDZJbtsvDm+t6iZXic\niT0WR59tSrJMTpyJGquLaJO23/26fC6u+uJyrF47aDXstu8m3t8OwCvnPsyY6DE9bfNeX4xbWYsA\nROn6sdYA2RGpfG0Bi287KGFUdHq/7QZCo9T0vFcICuJN0cSbopnBwYKnLy1OG7taKqh3tIDSgUfq\nJMWUQpwxjiUVS1jXUMivp/0CgOtyL8clWnl9x7/w6V6iUBYQQmTSDeOI1Edy7djzA6IFuDn/cpQK\nJTeNvY7ntj7BdSOvJzak//M/2pj1auptrmOy7yBBggQ5WVlX1srjS/ZQXGfHpFXxwJk5TEgN57vS\nVtbsbeGLbQ18sS3g0zwqIZSZwwIiJj0qhE+L6nm3sJaK1kCMyqT0CK6clMzZo+PRqQeOL/E1NuIs\nKMBVuBFXQUFP1i9Br8c0fz6mefMwzpyB0jS44DlRGBEfikmrYmOwXkuQboKi5Xjnji3wyS1Qt7Fn\nllJngoPDUuw1vKF5nMu9D/OHhVM5PTsKS4cbCIgWnVqB2yfx+CVj+PnrBdw0PYNnlu8l3KDG5vLh\n9kk8vXAsH2yu5fKJyT2b/a7uO17Y8gJt7jZmJs3E6rVzjb2DS2c+wgVFT9LoDLiKRet7Fzs0KCJx\nCBYAEox940cAxsSmwy5AGRBR+QlZP+JCHR7RIeHMDOk/D/2oyFHcd8BnpULJHeN+xUVZF/LW7rdo\ncjVh9zi4Pe9WAIZFZJNizMIrepiaOBGA63KvYnhUBpPjJh/tUxmQ8BA1HW4/oiQflrtCkCBBghyv\nyLJMeYuTdpeX/JTwn/Tetquhg8eX7OHbvS1olApuOD2d22dnERESGECbnBHJ/Wfm0OLw8F1pC2v2\ntvDt3paeLJ/7CDeouWl6OpdPTCGrv7hRwNfUhKugAGdhIa6CQny1tT3LNKmpmC+9FOOsmYScdhoK\nXV9rzsmAUiEwLjWc9eVtuH3iIUVdkFODoGg53onMhLDkXqJFq+knIO2MhxnxzZ/ZrP0lhV0fAMmk\nR+0Pttvy0DxEScakU1P8xzMB+NWcLIrr7CxctI4bp6cTZlBz4/SMnnXWN6zn9m9uR6/S4/K7+Kj0\nIwBSJIHYrLOh6MmetlH6qF6HE6aJxtEdd5NmTuz31HLjU5FlIRALI+pJCju+TdnJock8OPnBPvMF\nQeCtc/+FjIxCCOS3VwgKpiVM+6kPsRdh+sCD1N7l63moBgkSJMiJhCTJ7LE4KKxso6DSSmGllTZn\nIFYvNlTLRfmJLByXRHbs0C0MHr9IYaWVtWWtIENcmI74MB2xoTriw/REm7S9xFCt1cWzy/fyNqB9\nsAAAIABJREFUaVHAurEgP5F75w0jOaL/gPZok5aLxyVx8bgkRElmR72d1SUtlLd0Mm9kLPNHxfZb\nIsBvtdL22us4vlmBr3p/Nhp1SgrmSxdimDQJw8SJqOP6Hwg8GZmYFs6avS1sr7czMe347iMEOfoE\nRcuJwNlPBoLzdwREQ2K4AeoOanP6vfDNn1ELIlPWXA2J75AWM7VnsUFz0FfdZUNQhzA22Uzpo+f0\nzBYlkcWVi7G5bdQ6apGReWXeK7y49UU2WgLCKSoyB0NIFCa1CYfPQbg2HLWyt5CK0cdS1+2Flh2Z\n1O9pGdRaFGI4ssqKhqh+25wohOvCj/Uh9CH8gFotQdESJEiQ44Faq4udDXYAFIKAUiGgUAiB94KA\nQhEIz9hRb6ewMpDut8MdGAETBBgZH8qFeYkYNEo+21bPK2sqeGVNBWOSwrhkXBIXjE0gvJ/7Xa3V\nxeqSZlaXtLCuvI0u38Bp6JUKgRiTlrgwHeEGDWtLW/GKEjOHRfPrs3IYlRA25PNVKgTGJpv31zjr\nB7HTifU//8H6r38huVyoExMJu+RiQiZNwjBpEur4+CHv72Rj4gFxLUHREuSEEy2CIKQBXwNrAIss\ny388lsfzk2CMhoX/6hEt/RrDD0ijrPS74O3LiLz0P/zlotGMTTroBuvphCfSYMT5cPlbvRYtKl7E\nom2Les1LMSX3cv+KTJsJQGxILI52B1GGvoIj0RTPlm7RMiomdcBTMyiicWIlVHXqjBz9VOwrMBlM\nexwkSJBjxT6rxuqSFlaVNFNxQL2RwVApBMYkhTEpPZLJ6RGMTwvvVUT53nnD2Fhl5aMtdSwubuT/\nPt/JI4t3MWd4DJeMS0KnVrK6pIXVe/fvV6kQGJ8azqycQJxJiEZFo91NU4ebRrsbi70rMO1wU2fr\noqi2ndzEMH571nCmZfV91smiSMfXSxCtVoyzZ6FJTu7TZiAkr5f2d9+l9R+LEG02NOnpRN99N6b5\n8wYvjXCKMDbZjFopsLHSCrOO9dEEOdb8JKJFEIQXgQuAVCBXluUdByzLBt4AooB24DpZlncNskkH\ngWRPVUflgI9X0mdC5RowHjqwuzX5TKLaNsN7V3PN/L9A0u29G9i7zTS7vwhM3R3satiA0pzK9tbt\nvZoKQNizo4mdcWPPvMgRC4BAyt6y9rI+8SwA6eYkaABZ0pJgGniEyayJxekvIUYfrHh7pDH3uIcF\n0x4HCRLkp2Mgq0ZsqJbLJyQzMT0CtVJAlGQkOeACJspy92cZWYasGCP5Kea+XgIHoFAITM6IZHJG\nJH+8YBRLd1r4aHM9y3Y1sXRnU0+7uFAdV0xMZlZONNOyonoJH4C0qJCDN93DQDGBsizTuXo1Lc8+\ni6e0DICmxx5DO2wYprlzMc09A+2IEf2KD1kUsX/+BS1/exF/QyOq2Fji/vJnzAsWIKhOuLHko4pO\nrWRMkplN1bZgfGaQn8zS8iHwJLC2n2WvAK/KsvwfQRAWAq8DUwVBiAPePahtEXCPLMuThMCd4ENB\nEFbLslx1FI/9+OHKd8HRCCVfHbJZaNZUuPBRWHQ6LP0d1G2C0++B+O7sXh29fcsK3pjPLdpOxO6b\na6whFhmZZlczZlFE6XMRvfHfEBlwgYoMS+lpB32D8AFyogIuYSopHIVCMeCxxhsSqe8IWHOCHFnM\nPe5hQUtLkCBBhsaOentPzRG1cuB798GIkszSnRZe+baCbbWBrJL7rBqzc2KYlRPN8DjTUbMgGDQq\nFuQnsSA/iYb2Lr4sbkCWYWZONDmxP3y//XWSu4qKaH76GVybNiHodETecgv6Mbk4Vq6kc+UqWl9+\nmdaXX0adkIBx7hmYzpiLYfw4UCrpXLWKlueew1NahiIsjJgHHiD8Z1edtMH0R4IJaeFsrraxt8nB\niPjQY304JzQtDg/rK9pYX97GzGFRnDX6xHI9/ElEiyzL30LfSvCCIMQA44D53bM+Av4uCEJatxCZ\ndYhtyoIgNAMnT36/wdAYAoH5+1BqQfT0baY3Buq8TLkN1j4LOz8OvOY/ApNv7bG0yMD/dr/N+4p2\nRGH/yJPZ24VKG0YzECEGRsiiu6c6pQ6DKhB8GGMI5E2PNvQVLbmxAZcwgyLykKc0K3USG4vfY27m\nxKFdg1MYWZYP68FrNgQsLUH3sCBBTh2+K23hr1/t4bSsSG6fndVzHxiM1k4PT3y9hw82B54PUUYt\nl05I4oqJyaRGDmyJcPtEPthcx2vfVVDd5kKjUnDJuCTmjojhtOy+Vo2fggSznptnZA7e8DDxVFTS\n8vzzOJYtA4UC86ULifrVr1DHBgbwTGecgez307V1K44VK3Cs+Abbm//F9uZ/UZrNqGJj8ZSU9Aid\nyBt+gTI02AkfjElpEbyypoKNVdagaDlMbE4vGyraeoTKvgKmABqlEBQth0ky0CDLsh96hEgNkMIA\nrl+CIMwCriHQ53bIsrx9gHb3Avfu+xwWNvTAueOepEmB6YTroWBR3+Wa7geM9iA9t+wPUL4SdAF3\nrbdDTTxR+Dho1KhkGX93h9jsaEbvaAG9FrMoARDrDwRCRuojezrO++qP9GdpCTcYmRl1A+PjRh3y\nVK4dN5erxm7qE8gfpDdFK2rYtrKWy38/CV3I0K7VvkB8uyvoHhYkyMmOxy/y1JISXltbiSDArsYO\n3t1Yy22zsrj+tLQB08WKkszbBdU8vbSEDref6dlRTEqL4IPNdfxjdTn/WF3O6VlRXDkphXkjY9Go\nAtYXq9PLf9dX88b6KqxOL2aDmjvnZPHzaWlEGfuv9XWi4mtupvXll2n/4EMQRYxnnEHMvfegzewr\njASVCsPEiRgmTiTmt7/FU1KCY/kKHN98g7e8HPOVVxB1660nZIX6Y8X41ICXx8YqGz+fmnZsD+Y4\nx97lo7DSyvrygFDZ3bi/PkZ8mI6L8xOZkhnJ1IzIAbPfHc8ca9ECAfFxIIccSpZleTWwetCNyvKz\nwLP7PiclJR28nxOXlMlw9/ZAbEt/okXd/UPUHJD//b4S+OoB2P15z6xvDPqe9xGiiEuhoFOhwCyK\nGGQZ0LLPOWCfpSVSv99yMi5mHJG6SMbF9l8E8+/n3j2k0wkKlsGxVNjptHrYvrqOiecOrQhnWDAQ\nP0iQE5K2Tg9fFjeSFK5nVk7MoH78Zc2d3PnOVnY1djAuxcxzl+dRVNvOU0tLeGLJHt5cX8U984Zx\nybikXtvaXG3loU93squxg/gwHY9fMoazR8chCAK3z85iXXkb7xTWsHSnhbVlrUSGaFg4Pgm3T+S9\nTbW4fRJJ4XruOmMUl05IOmT8yYmC5HTia2jAW1+Pr74eb3kF7Z98gtzVhT4/n5gH7scwrv9n3sEI\ngoBu+HB0w4cTfcevDttaHiSA2aAhJ9bExkpr8BoSiAFrc3pp6nDT7HDT1OGhstXJ+vI2djbYkbp7\nu1FGLeePTWBqRiRTMyNJizSc8NfuWN9haoEkQRBUsiz7u+NUkoGaQdYbMoIgXApcGhFxkqXKM6cM\nvGyfaNEeIFoMUXDZm7DtXTas/B2FSpE69f6v3yRJePdZWiSpR0mKCWPhtCuIbq9BWflmTxwLQKY5\nk9WXrz5CJxTkUHQ5AsKjeGUdeXNTUGsHL7K1LxC/vSsoWmQ58Is+0W/YpyrrylvZ1dDBZROTf7S7\nUXFdOyUWBwvyE1EdRszGD6HR3sWakhbyUsxDiqsob+nk9bWVfLS5Do8/YOVONOu5anIKl01IJtrU\n24IhyzLvFNby5y934vVL3HlGNnfOyUKlVJAaGcJZo+N4e0MNf1tZyq8/LOa17yr4zVnDGZts5vGv\n9/Dh5jrUSoFbZ2Vyx5ysXqJDoRA4PTuK07OjaHF4+GhLHe8W1vDKtxUA5CaGcfOMDM4eHXfUr+OR\nQvb78be24m9qwtfUhL+pGV9jI75ugeKrr0e02fqsp8nIIOa+ezHOmfOj7iHB+88PZ0JaOG8X1FBn\n6zohLQSHQ2unhx31dpo7PDR1uGnqFibNHYFpS6cHUeo7Dh9uUHPmqDimZkYyLTOSzGjjSfebO6ai\nRZblZkEQtgJXA/8BLgGqjmRgvSzLHwAfnFSWlgOZ+RuIHd173j7LheYAP2Rl91eddyUv1n/O9tYd\nvVYxSjL27ueOWZSwdz+ERKUGcheiBV5Mn0ByMGD+mNDlCLh4uZ0+dq1tYOwZg38PGpWCEI2S9lPA\nPcwnStTZuogxaQnRBn7rkiRTVNfO0h0Wluy04HD7efziXOaPCqbXPlFwuH089tVu3ikMVAN/8ZtS\nbpqewXWnpWE6TPFSWGnl76vK+HZvCwCfFTXw4pX5g9YwkmWZT4vqeW55KTOHRXP77Cziwg4dNO32\nibz6bQX/WF3ekzkrOULP/JFxzBsZy4TU8J6OvizLFFZa+ed3lazYHch4lZds5rppaVS0Onm3sIan\nlpbw/Iq9nDkqjqunpDI5PYJ2l4/fflzM0p1NJJr1PH9FXp86FlqVkl+cns7CCUm8uqaC19ZWcMMb\nm1ArBXyizPTsKP54wSgyo/uvyr6PaJOWX87M5ObpGWyssvYE2B9PHSLJ48FvseCzNOG3NOJrtOBr\nsuBvag6IlOYmxNa2QBGYgxEEVLGxaDIyUCcmoE5MRJOYiDohIfBKSUE4REKZIEefSekRvF1Qw8Yq\n60knWrx+ic3VNr4tbeG70hZ21Hf0abOvdlBsqJbcpDBiQ7XEmgIFUWNCtSSa9WRGG1EMMbua6Pcj\niX7U2hMrAcRPlfL4JeBCIA5YIQhCpyzLWd2LbwH+IwjC74AO4NojvO+T09Kyj9m/6ztv34NE0zt4\n0u13U+OowS/1LaplkiSU3fYVvcaIzhMoshJv3F/NfkbSjCN00EEOly6Hj5i0UBxWN0Urahg9MxGl\navCHqNmgOabZw5bttNDp8bMgP/FHdXBkWcbjl/r1y6+zufjFfzaytykQYGjSqYgP09HR5cfS4QYC\nKU9lWeaWtzZz//wcbpuV2et4Gu1dfLmtkeQIPdOzo3uET5DebKmx8V5hLbndhfz0msEtfj+UNXtb\nePCjYhrsbqZlRnJ2bjz//LaCZ5bv5fXvKwPiZVraIb8rWZZZW9bK31aWUVhpRSHABWMT0KuVvLep\nlvP/tpZFV48n9+BaVt3YnF7+8OkOFm9vRKNS8N8N1by3qZafTU7h1lmZxJh0ffa3eHsjf/1qD/Xt\nXWRGh3DLjEx2NXawbKeF19dW8vraSsINamYPj2FMYhifbK1nW50dQYD5I2O5eUZGL0Fwx5wslu9q\n4q0N1XxZ3MiXxY1kxxhxuAO/73PHxPPYglzC9AOLuFCdmvvPzOGaqak8v6KUrTU27jojm7O6XcGG\nyr4Uwz81ss+Hv7kZn8WCr9GyX5RYLPgbG/FZLIhWa/8rq1SooqPRJCSiyh+HKjYWVUw06thYVDGx\nqBPiUcfFIWiCBXiPZyb0FJm0cfG4/gtW/xiaOtyUt3QSZdQSbdRiNqiPmiiXZZmqNhff7g2IlPXl\nbTi9gX5ZuEHN+WMTmJQeQaJZR0y3MIkI0RyRdM9t9bXsWLWcXd+uZML5FzPx/It/9DZ/Sn6q7GG3\nA7cPsKwEmNrfsiO075Pb0nIoNPsD8WVZ5p7V97C2vr+s0wHRouq+QpI5hev2rkcCrrjyoZ/gQIMc\nCkmUcLt8JEaYycyPZv0n5ZQUWBh52uC1bcwGNe1HsE6Lw+3j/U11/K+gmvyUcB5bkNsTmHsgoiTz\n5JI9Pa4ky3c18cTCMUN27fGLEmvLWtlSbWNrbTvbattxeUV+PjWNu+dl92ynqLadG9/YRGunh8sm\nJOGXZCx2Nxa7G6NOxS35GZw9Op4xiWHUt3dx05ubeGppCXssDp68ZAylzQ5eX1vJ4uJG/N3mdo1S\nwdTMSOaOiGFCWgQJZj2hOtURfYCVNjmINmkHzewkSfKgI2dlzZ38Y3U507OjuDAv4bCOU5Zlaq1d\n7G1yMDoxbEALQnWbkyeXlLB4eyMA722q5ZllJVwzNY2fT00dMPDa5vRS1eYMfCcdge9lX+E+rUpB\nXrKZcSnh5CWbe6qY27t8PLp4F+9vqiNEo+SxBblcOSkZQRC4YmIyH2+p428ry3hqaQmvr63k2qlp\nxIVpERAQhECVdUEAj1/i3Y21bKttR6UQuHR8ErfOyiSj26owPjWcP3y2g0sWreOxBbksHN+7I7S6\npJlff1hMs8PD2aPjeHRBLkW1Np5dvpd/f1/FO4U1XDs1jZtnZBBp1LKj3s6fv9hFYZWVUJ2Kh88b\nyTVTU3vSBv/f+SPZ2dDB8l1NLNvVxMdb6vl4Sz06tYKrp6Rww+kZpPdTL0StVHBObjzn5MZT3tLJ\n2xtq+GBzLaIk89TCMSwcnzTk7zw2VMdfL84dUttjgdTVhWvTZlyFhXhra/E1NuBvtOBvbQVJ6ruC\nUokqJgZNairqKZNRxQUEiCo+DnVcPOq4WJSRkUEryUlAollPolnPxqoBxOkPwO0TWbG7iQ831/Ht\n3hYO9LhSKwUiQ7REm7pfxgPem7REGbXo1UpUSgG1UoG6e6pSCmiUip73aoUChUKgw+1jXVlbjzWl\n1toFBAqojksJZ8awKKZnRzM6MeyI16LxursoWf8dO1Yup2HvbgDMsfHojIe2sB6PCHJ/ptKTiAMs\nLZe2tbUd02Mp+Nu1TG77FOttu4iISRx8hcNl3d8CGcJ+XQmGCLDsgEWnAVBxz1Yu/PTCAVc9P+F0\nyh117HJUcc/wn/OLrx8JpFR+qPnIH2eQw8LV4eXfv17L6JmJTL0okzd/vw7RLzHv+lFk5PfN3HYg\nV79WwNqyVkJ1KqJMWobHmViQn8SsnGjUSgU2p5eC7uDGGcP2WxhESeb7slY2VlmRZVAIgYD+T7fW\n4/D40agUeP0Sp2VFsujq8b1cdTrcPu58ZyurS1oYnxpOXKiOxdsbSYkw8OKV+Xj9Ekt3Wli604K9\ny8eFeQlcMTGF0YlhONw+3ttYy7+/r6K+PXBT16gUjE4IxeOX2NnQQZRRw2/OGo5Rq+Ke94uQZXj+\n8jzOzh08daPT4+fe94tYurOJiBANVmdA0E3LjOSaKak0Ozys2N3Ehoo2fOL+e2OIRkm8WU9mdAi/\nPXtEv51LCIiMilYnmdEh/XYkRUnmhRV7+duqMqKNWl65Zjz5KeH9bue1tRU8s2wvM4dFc/fcYYxM\n6J3q0+0Te7I7ebuz/E3LjOQvF40e0N3H65fYXt/O5mpb96ud1s79adPHJpuZPzKW+SNjyYoxYnP5\nePGbUt4uqMYnyswdEctdZ2SzpcbGa2srqLV2dae4TeSCsYk0tHdR0uRgj8XBnsYOmh19U7JDYDSx\nyyfi9u3viKZFGshLNrOhwoqlw8307Cj+enEuSeF9XUG8fokPN9fx0qqynt9Jf2hUCi6fkMwtMzP6\n3c622nZufWszDXY310xJ5aHzRiJKMo99tZv/bqjGpFXxpwtH9bIUyrLMsl1NPLd8L3ssDgwaJVMy\nIllV0owAXDU5hXvn5QzqdlZrdVFcZ2dqZuSgbQ/G7RMRhID714mMLIq4d+7EuW49znXr6Nq6FdnX\nbRkWBJRRkd3i4wAhEh+HKi4OdXw8quhoBOWJfQ2CDJ27393Kp0UNbHlo3mH/Z/YhyzLb6+18uLmO\nz4oasHf5UCoEZudEMy0zivYuHy0OT+DV6aG1+/2+e+wPQakQeoqmAqREGJgxLIoZ2dFMzYw8bFfX\noSDLMo2le9i+cjkl67/D5+5CpdEybPI0Rs+ZT9KI0ceNe6cgCPWyLA/JfHbSi5Z9JCUlyXV1dYM3\nPIocddFyMNZKeDGPHRoNVyYe2o//vIzzuC3vNl4qeomHpzyMofgDSJ0WqPcS5JjSVt/Ju38pZOK5\naUw6PwNLhZ2v/lFMl8PHlIsyGHdm6oA3n3XlrbxbWEtrp4dmh4fylk5kGSJDNESbtOyxOHra6tQK\n5gyPITZUx5fFjbT00+HMjjFyw+npXJCXwGNf7eatDTWMiA/lb1fmUWvrYmu1jc+3NVDV5uLS8Uk8\nsmA0GqWCtzZU85cvd/e68Sea9Ri1KkqaAscwPM5Eva0Lh8dPlFHD1VNSmTM8huFxoWhUCiRJ5sPN\ndTyxZA9t3WIjyqjltWsnkJdsHvL1lCSZ578p5bXvKjh7dDw3nJ7eRxA43D6+K22lxOKgob2LRrub\nBnsXla1OjFoVL1yRx5zhsb3WqWp18usPiymssjIuxcxvzx7BpPT9bqnNHW7ufHcrGyqsZMcYqbW5\nkCR4ZMFoLpuwP0bJ6vRy3/tFrCppITJE03OuZ4+O4+65w8iJM7GuvJU/fLKDilYnObEmHjxnOEt3\nWninsBaNUsEvZ2Vy26xMdOpATNPqkhaW725iTUkLnZ5A+nKlQmBEvIlxKeFkxxgprLKxek8zju7l\naZEG2jq9ODx+xiaF8eA5I5hygGvQvmKC//yugq017b2uhValIDvWSE5sKJkxISSE6YkL0xEfFnB1\n0KmV+ESJEouDrTU2tta0s7W2ncpWJyatij+cN4LLJiQP+lD1+EU2V9vwifsqqctIUiAlpSzL5CWb\niQk9tM92W6eHO97ZyrryNvJTzNhdPipanUxOj+CZy8b2K3Yg8DtastPCc8v3UtrcydSMSB4+f+Qp\nXUdC9vlofuZZnOvWoTCZUJpMKEJNKE2hPVNlqAnJ7cFVUICzoACpI+C/L+h0GCZOJGTqVEKmTkGb\nmRl02QrSi7c2VPOHT3fw6jXjDzs2scXh4dOt9Xy4ua7nmZMdY+TSCUlclJ/Yx9XzQGRZpsPt7yNm\n3H4RvyjjEyV83VO/KOEVZfyi1Gu+WqVgSnoEM4ZFH7Lu0Y/FZW9n17cr2b5qOdb6QCxgbEY2uXPm\nMfy0mWgNR2/fP5SgaOmHU1K0dLbA01nkph8i01g356SfwxMznjj6xxTksKnbY+Wz54uYccUwcmcF\n/tcdbV189XIxbfVO0sZEMfvq4RhCB3/AN7R38cnWej7eUofD7WdyRiRTMiIQJZkvtzWysTpgWUmN\nNHBRXiLzRsZi0CiRuq0t6VEhvUacX15dzlNLS3rtQ69W8sCZOVx/WlqvTueOejv/WF1ORnQIZ46K\nY1S3UCius/Puxlq+2NZAfJiOG6enc2Fe4oB1JexdPl5YUUpps2PAkfih8ENSZ367t4U73tlKh9vH\nvXOHcfvsQGjefzdU8/jXe+jyiZyeFcWGijb8ksyc4TH8+qwc2jq93PVuEa2dHq6Zksrvzx1BWXMn\nt/x3M/XtXVw3LY3fnzuCLdU27nx3K00dHhaOT+LPF46iosXJ8yv2smJ3M4IAY5PMFNW2o1UpuGtu\nNjdNz+hxQdpUZeUPn+5gj8VBaqSB+DAdG6tsiJKMIEB+splZOTFMSAtnbJK5TzyI1y+xoaKN5bua\n+GZ3EzqNknvmDuO8MfGHvFabqqwUVFpJjwohJ85EWmTID3JxsDm9gQQSP3FMkV+UeHJpCa9+W4FG\nqeCBM3O44fT0IQW1ipJMU4eb+DDdcTNyeSwQ29upu/seXBs2oIqODghIu32/5eRgFAp0uaO7Rco0\n9Pl5KIIiJcgh2NvkYP5z3zIlIyIQe6hRYtCqMGiUhGhU6LunBq0Sg0aJTqWkoNLKh5trWVXSgijJ\nhOpUXJiXyMLxSYxJCjsp/rNedxd1u3ewY+VyyjcXIIkiOqOJEdNnMXrWPGLSMo71IR6SoGg5gFPK\nPexgfF1sezqFqxMGH5E4O/1snpzx5NE/piCHTenGJpa9vpMzbxpN1vj9Bcm8bj+r3y6hdGMTOqOa\nWVflkDnuxxUss9jdWJ1eRsQPnp51H4uLG1ld0syohFDGpYYzIj60pxN9MlLT5uKWtzazu7GDuSNi\n6fT42FBhJSlcz1MLxzI1M5KqVidPLyvhy+LGnrwYIRoVf704l/PH7o9Fau30cNvbWyistJITa6K0\n2YFOreQvF47mkoNiLIrr2nl+RSkr9zQzPTuKRy/KJSWyr2DziRL//r6S55aXIiNzelY080bGMHt4\nzCFHE4NAQUUbUSbtoNm0TmZ+SHpwT2Uldb+8FW91NeFXXUXs7x5EUHVn8fN4kDo6EB2OnimShD4v\nD+XJVPQ5yFFHkmRmPLWKOtvALqH9oRBgenY0l05IYu6I2AEHxI53/F4v1oY62mqrae151dDREsg6\niCCQmpvH6NnzyJowBdUJMggQFC39cCpaWtx+NxPfnjiktteNuo77Jtx3lI8oyA9h28pa1r5fykX3\n5pM4rG/8Q9nmZtb8rwS308ewybHMuHwYWoMaSZKp3t6K0+4ldXQkpoifvsNaUmChy+FlzJzkIadi\n/DHIkozPI+J1i3jdfrxuP76uwHtDqIb4rKG7kR2KLq/Ibz8u5rOiBgCunpLCg2eP6GMh2F5n56ll\nJTg9fp6+dGy/sTA+UeIvX+7izfXVDI8z8ferxpEVM3CnucsrolMrBu1UdnVnozmaGb6CnFx4q6tp\n+M1v8Tc3E3nzTYRdfPGg1g/nhg3U3XU3Umcnsb97kIif/ewnOtogpyIur59GuxuXR8Tp9dPlDUxd\nHhGX14/TG5i6vCIuj0haVAgL8hMHTVN+PCFJIraGBlprq2mr2y9O2hsbkOX9LtYKpYqIxCQik1KI\nScsgZ+p0wmJiD7Hl45OgaOmHU1G0tHa1Mvv92b3m6ZQ63KKbuSlzyYvJY+Gwhbyz5x2uHnE1OtWJ\n86c+lSj4vIJNX1Vx5f9NJiK+f39Up93D6rf2ULW9jRCzluFT49hb2ISjzd3TJiYtlKzxMQyfEofe\nFOiIyJJMU1UHSpWC6BRTv9s+EEmSsTU6aa11EJsRhjlmYNes3esaWflmIFNJ8sgI5v9iFDrj0Qk4\nXPdxObu+q8fr7pvO+0AOdLE7Evv9fFsDcaG6I5IGdndjB+lRISfsKGCQ4wOxsxPbW29hmDQZw7j8\nIa0jyzL2jz/G8uhjyF1dKEJDkex2VPHxRN1y84Dixfbe+1j+8hcUOh2Jzz2HcfrpR/ooVAYvAAAg\nAElEQVR0ggQ5JbA3N1G9fSvVxUXU7NiGu3N/vKkgKDDHxROVnEpkcgpRyalEJadijktAqTrx0/Mf\njmg58c92EE76Oi0DsLttN+/vfb/P/LHRYymwFJAVnsW1owIlcW7MvfGnPrwgh4Gru7Ck3jRwhz8k\nTMs5t41h97pG1r5fyuavq9Gb1Ew4N42I+BAqt7VSvb2VdR+VseHTcjLyo9EbNVRsbcZpD2w/d2Yi\nUy/JQn3AyLzX7aepooOG8nYay+w0V3Xg8wSEgUan5Nzbx5CQ3df6U1ncyqq39mCK0JE4zMyeDRbe\nf2wjZ/8yl8gkI852D51WN3qTBnNsX+FTu8vK8n/vRPTLaA0qtAYVoVF6pl2cSVh07/YFn1VQtLyG\n8DgDyQkhqHUqNDolGp0q8NIrUWuVFH5Zybfv7UVv0vRys/uhCILAhXlHbvDhVA7gDnJk8FRWUnf7\nr/BWBFKNG+fMIfruu9ANGzbgOmJ7O40P/x+OZctQxcaS8PLL6HNHY3vnHdpe/xeWP/6J1ldeJeqW\nWzBfvABBo0EWRZqffArrG2+gTkoiedE/0GZlDbiPIEGC9MbjclKzszggUrZvxdYYsNojCMSmZzJ6\n9jyiU9KITE4lIjEJtab/tPKnGkFLy0/IT2lp+dlXP6O4pbjP/E8v/JRNlk1cnH0xauWRH/UOcuT5\netF2Kre1cOtLsxGG4GLVaXNjbXCSOCwcpXp/bInok6goamHn2nrqSwLZnkKj9WSNi8ZS0UFDaTvm\nWAP581Noq++kscxOa10ncnfyepVGQUxqKLHpoZgidKz/tBxJlDnr5tGk5Ub17Kex3M5nz29FrVVy\nyQPjMcca2LW2gTXvlkC3ZVvq3qagEJj3i5FkT9hv0m6r7+SjpzYjCAIxqSY8Lj8el4+ONjdavYp5\nN4widVTAslG0oobvPywjNj2UC+7KQ6MbeBymo7WLj57cjNvl44I78kjM6Su2ggQ5HhAdDpqffgZt\ndjbhl1+GoB78Xu1YvZqG+x9AcrmIuu02PGVlOJYsAUEg7MILib7jV6gTez93nBs2BNzBmpownXkm\n8X/6I0rzfhdKyensES+izRawvNx8E52r19C5Zg368eNJ+tuLqE6xQcEgQQ4XSRRpLC3psaY0lpUg\nd9ceMkVFk5qbT9rYfJJHjcEQemrFegXdw/rheBItttv3EB49eE2JH8PPv/45W5u39pm/6rJVROmj\n+lkjyPHKx09tpr3ZxS+emn7Etmlv6cLvFYlICGQDkySZbStq2fB5OZI/cE/Qm9TEZ5qJzwojPstM\nVLIR5QEB9s3VHXzx4ja8XX4mnJuGzyPS3uSirsSGLMNF9+QTm7bfetBU2UHBFxUoVQpMkTqMZi3F\nK2txOXw9wsVp9/DhE5tw2b1ccGdvYVG9s43lr+/E0+VnyoUZGEK1rHxzN+HxIVx837ghuZ611Dr4\n5JktCMCC+8cTlXTqBlwHOT7xNTVTe/PNeEoCWfk0GRnE/PoBjDNn9hvHJMsyba+8QssLL6IMDSXx\nuWcJmTYNgK7tO2h+9hlc6zcgqNWEX3Ulkb/8JYqQEFpeeAHrv/6NQq8n9g9/IGzBRQPGSR0sXgDC\nLrqIuD//KZjxK8gJjyxJVG/fJyT29YkD00AXuXue3Hue6Pfj93oRfV78Ph9+rwfR58PvDXwWfd7u\n5T6c9nZ87u7aY3o9yaPGkJqbR+qYcYTHH15R4JONoGjph1NJtMiyzA3LbmCjZWPfY7iqAIP6h6WI\nDXJseOvh9ShVCq58ePJR35fN4qS52kFMqglzrGHQG6m10cnnLxThbA/UdFEoBMJiDUy/PJvk4YOP\nvrY3ufj02S24HD5mX53DjjX1NFc7OOPaEQyf2vc/Ym9x8fWi7bTVOwEwRei4+IHxGMOHbjqv22Pl\ni79vQ6NVYY7VI/plRL+EJMqYY/TEpocRmx5KTFoosiRjKbfTWN5OY7mdTpuHM28a3UuMHS7Odg9f\n/aOYpOERTF2Q+YO3E+T4x9fUhP3zzwm78ELUMYO7JHoqKqi58Ub8DY1E330XsijS9trryF1dhEyb\nRsxvf9PL1UtyOml48Hc4li1Dm5ND0kt/R5PU99nvXLeO5meexb1zJ4qQEFRxcXjLy9GNHUPik0+i\nSU0d0vlITie29z9AoddjvvyyU7qjFeTEx93ZyY7Vy9m2/CvaLY1HZJtKtRqVWhOYajQo1RpUajW6\nECOJI0aTNiafuKxhJ0UsypEiKFoO4HhMeXw0RYvL5+LCzy7E4rT0u7z458XBB80Jxmv3fktUsomL\n7hlaUO1PTVenl+YqB6FROkKj9b2sMUNhn3DZF1sz4Zw0Jl8wcF55n0dk9dt7sFTYOf+OvH5jYgaj\nfEszaz8sRRJllCoFSpUCQQB7c1eP6xoCPQNsEIjh8fsldAY1C387od9sbHsLLWxZWs3UBVmkju4b\nnO92+vjkmS1YGwKi6+xf5pKRF93vMXpcPopX1ZE9IfaQ5yhJMtU72ojPDEMXEnT5PFqIHR0oTENP\nBe6tq6Pm2uvw1dejMBqJvusuwq+8oicV8MG4tm6l7pe3InZ2Ev/II5gXXAQEhE/Ls89h/+wzUCgw\nX3Yp0XfeidTZSd3tt+MpLcN09lkkPPooCsPAvxNZknAsW0bLc8/jra0l6pe3EHXrrUNyPQsS5GSi\nqaKMomVfsef7Nfi9HnSmUHJnz2PY5NNQajT0/MO7/+uB/3z33H0TQUCp2idMuoWKSoWgOHnT/R8t\ngqKlH04VS0uVvYrzPz1/wOXbr91+VPYb5Ogg+iUW/Wo1WRNiOPPG0cf6cI4a7U0uvnxpGwnZZmZf\nPXxIHcMfUhxyMPxekZbaTpoq7TRVdSAIAvGZAfe4iIQQKra2sPSfO4hMDOHi+8ej0e/vgBavquW7\n90qBQKzOrJ/lMPK0/TVZfF6Rz58vwlJhJ39+CrvWNiAoBK54aBIhYdo+x/H5i0U0ltlR65TMuWZE\nv8kDOm0eVvxnJ/Ul7UQmGllwXz5aw9A7obIks+v7BopX1ZEzOY6xc5MPKTrdTh+V21qJzwz7QWLx\neECW5UCGrEN08A/G+t+3aHrsMUzz5xP/6KMojYeuKu2prKTmuuvxNzcT8Yvr6fj6a/wNjWhHjiD+\n4YfR5+X1au9YuYr6e+8FQSDphecxzpjRZ5td23fQ9PjjdG3ejMJoBIUCyeEg+t57iLzxxiH/F2S/\nPxCfEt2/WA4S5GTE7/Wyd8NaipYtprE04HoZn5XD2PnnkDN1+glT0+RkJCha+uFUEC2iJLLwi4WU\ntZcN2CYoWk4sOm0e3njwe3JnJzHj8oEzAJ0MHA0RcjTYvKSKDZ9WkDIqknNvy0VQCGxcXMXGLysx\nxxqYcfkwVr29B0ebm4nnpjHxvHQkSearl7dTs7ON/HkpTLski/ItzSx5dQfJIyM4/1dje5IsSKLE\nkld3ULmtlazxMdTvtdHl8DH2jGSmXpzZIyoqilpY+d/deJx+4rPCaCyzE58Zxvl35fXKADcQbfWd\nrH67BEuFvceqFJkYwsyrhhOf2TsQ1O8VKV5Vx5al1XhcfhRKgdzZSUw8J+2wRNK+ba39sIwuh5fx\nZ6USkzq4q53X7cfnEfuIu8NFFkUafv0bHMuXE/enP/VYMw5F66v/pOXZZ1EYDEguF5qMDJL+9iLa\nzP5d+zylpVRf/wtEm42EJ54g7LxzkVwuWhe9Qtu//w0+H+ZLLyX63ntQhYdj++ADLP/3R5RhYSS/\nsgj9mDEDH78s41i6jOann0Z0OEh8+imM049crFuQIEcbWZbpcnTQ0dJMR2szHc1NdLS2IIkiIeHh\nhJgjMIZHEBIemOpDQ1EofngaeHtzE9tWfM2OlcvocnSgUmsYfvpM8uafS2xGIONde5OLsi3NOKxu\nYlNDic0IJSIuZEiJb44G+5LpCEoBpVKBQimgVAWmgZcCpSow3Tdv3/IT4Rl6MEHR0g+ngmiptFdy\nwacX9LvsoSkPcV7GecF4lhOMlloH7z+6kUnnpzPx3PRjfThBCDx0V765mz3rLeTOTARBYPvqOqJT\nTJx/x1j0Jg1Ou4fFLxXTUuNg+LR4RJ9E6cYmhk+LZ841+y1JK9/cze51jZx+aTZjz0hGlmVWv13C\nrrUNZE+MZd71I3HavSx7bQeN5QFRMufaERQtr2Hndw1oQ1TMuWYE6WOjWPdRGUUrakkZFck5t+UO\naDHxeUU2La6kaHktkiyTOzOJCeeksX1NQJRIfpmR0xOYelEmGp2SPestFH5ZibPdgylCx5g5Sewt\nbKKlxoHOqGbyBRmMPD1hSMVDO20evl5UTHP1/hoEabmRTDwvvY94kWWZpsoOdn3fQGlBI34/JOWY\nGTMnmdTcqMMuVirLMpaHH6bps+U4zKlENhcTed11xNx/X78uW7Is0/LCC7QtegVtTg4pr7+G/Ysv\naX76aRRaLfGPPUroWWf1Wse9ezc1v7gBsbOTxGeeJnT+/F7LPeXlWP78F1wFBSjNZowzZ2D/7HPU\nSUmkvPZPNGlpQzsXvx/Z6z0sa1GQID8WWZJwWNvwuJxIoogsSUiiiCSJyKKIJEk9U0kU8Xk9OFpb\n6GhpoqOlGXu3UPF7PEPep6BQYAgzE2IO7xEzSpUaye9HFP2BafdLErun3cv8Xi8t1ZUgy5jj4hk7\n7xxGzZqL3mjCZnFStrmZ8i3NPTGSB6LRq4hNDyUuPZS4jECc4+EO0AwV0S/RWG6nZkcb1TvbetyH\nfwgKhYBCdYCwUQgoVAcLHwVKpUD2xNgjVrfsxxAULQdwKsW0lNnKWPD5gn6XPTXjKc5KP6vfZUGO\nX2p2tfHFi9uYeVUOo2cc/YKkQYaG6Jf4/IUiGkoDqaMTc8yc88sxvdzFvG4/S/+5k5qdgftO+tgo\nzrp5NIoDxITX7ef9RzfSafNw6YMTKNvczKavqkgeGcG5t41BqQq0FUWJ9R+Xs+2b2p51E3PCmXvd\nyJ4kBLIss/K/e9izrrFH8Bw4Uhhw7Wph4+IqHG1uolNMzPpZTi+xYLM4WfNOCfUl7ehNanQhamwW\nFzqjmglnpzF6RiJKtQJZktmzwcKGT8txdXiJTAzhtIXZJA0P7zXSJ4tioHOt12OptPP1ou247F4m\nnJNG1vgYNi6uonxLMwBpY6KYeG4apkgdJRss7F7X2PPwNjmq0bmttEaNRRYUmCJ0jJ6ZyIjT4tEb\nB3frkGWZ5qefZtcX2ygdcTU+QUOsr5phBS9hnpJP4rPPoAwN7d3+8cexvvEmutxcUv75ak8qYGdh\nIfX33IvY1kbE9dcTc9+9CCoVXcXF1Nx4E7LbTeKLL2CaNYsuh5fa3VbS86J7rF+yLNPx5WKannwC\nsaUV7cgRpLzyStBdK8iQkSSR6uIiXPb2QKYqrxe/14Pf5z3gc2CeJIroTaEYIyL3v8IjMEZEojWE\n9Dsy73Z2Ymusx9ZQj7Whvvt9HTZLI37v0AXHgSjVakKjYgiN7n5FxRAWHYOp+71SpaLTZsXZbsVp\ns+G0WelsD0yd7VY6bTac7VYkv7/f7SuUShQqFUqVCoVy/zQ6NZ28eWeTOiYfq8VF+ZYWyrc099xb\ndCFqMvKiyBwXQ0RCCM1VDhor7DRV2GmudiD6u/P0CxARH0JceiixGWHEZYQRFqXvVVbgcHBY3dTs\nbKN6Rxt1e2w99c/0oRpSR0YQmxGwdu9LEiOJgWnPZ39gnti9TPTL/bfr+XxA++5lo2YkMum8Yz8Y\nGhQt/XAqWFrWNazjluW39Jq3eMFi3i95n7vH341KEcxWcaJRUmBhxb93cfYtuWTkBzs1xxNup48v\n/76N0Cg9c34+HFU/lewlUWLdJ+W47N4B21gq7Xz81BZ0ISq6HD5iUk1ceE9+vzVnyjY3s+Gzckae\nlkD+vJQ+7gsHupblzkxk0gUZVG5rpXxLM7W7rUiijFqrZPIFGeTOSuwloPYhyzJ7Cyx8/1EZPq9E\n3txk8uem9AgyWZJ6gk29bj9bllRTtKIW0S8RHmdgxLQEcqbEoVP5qbnxJrwVFXge+Dvfr3IgCDDn\n2hF96vJsXFxJ+ZYWABRKAUkMFBXNSAXTO38ljHaMc8+g+fMVWEacS0PSDLqcIkqVguwJMeTOTjqk\nm1n9S6+x7hsrzTET0BvVxGWGUbmtFb3CzYjNLxMTLpL08stoM9KRJQnLH/9E+/vvo58wnuRFi1Aa\ne6fG9jU1UX/3PXRt3YphwgTCr/05jb99EFkUSX75JfRTprJrbQMbPi3H4/ITGq1n9s9ySDogo57o\ncNC5ciXGM+YOGiNzOHS0dVG6sYn4LDMJWebBVziFkSTxR7keQeD/UPzNEpoqyrpFQRSmiEiMkVEY\nIyLRhRiH7LLj6fKzZ10jrg4vhjANIWFaQsI0GLqnSpVAyfrvWP/hO1gbfnx/RqXVEhIWgUwI7k4V\nktSJ5Lch+Q8a6RcEjBFRRCQkEZGQiD40FEkU8LklPF0SXpeIp0vE45JwO0XcTj+SHxBUCAoTar2Z\n0KhITBF6TBFajOG6wDRChylCR4g5MPDSaXPT0ebGccCro60LR5sbZ7snkCRFdhMo+KVEoVJijAjB\nFGEgNEpPaGRge6buqTFci83i6rGo2CwuAHRGNRn50WSNiyFhmHlAq7Tol2it7cRSYcdSacfSnUHy\nQHRGNSFmbeC7Mmt63hvN2sB7sxa9UY0kyTSUtXdbU6zYGp37Li1xGWGkjIokdXQkUUnGY+aWdqwI\nipZ+ONlFy5KqJTyw5oFe8+alzuPZWc8e0f0E+WnZVzxxwf3jgh2Qk5hNX1VS8HkgJubi+8ehN/3w\noFC/T+TLv2+jvqQdQQjUFFAoBJKGh5M5PoaMvOghZRnzuv3IktzLJcJZWEj9HXdivuwyou+9p6cz\n1tHaxbZvaikptOBx+lEoBGLEOmJ2fI7NPIza5DMIMSo4987xRKeY+t1fW30nm5dU43H5yJkcR5zQ\nQMMtNyEoFKS88R/0o0Zh/d//aHrkUYSwcPz3PMXeGg2NZXYAYtJCGTMrkczxMb3E4c6XPmLdJgGv\n1kz6aDOzrx2Nzqhmz/pGvn13L6JXJL1qMemta0l88gk6lnxNx+dfEDJtGokvvoilwUtJgYXa3Vbi\nM8IYNT2RhGFm8PloevIpbG+9BYDCYCD5lUU4onP49p0SmqsdhJi1ZE2IYee39fi9EiOmxTPtkqxB\nr397k4uKohbMMQbSxkT2Ky4Pxt3pY9OSKravruuptZSRH83UBZmYY4buRub3icgSqLU/rjN/MLIs\nU7+3nU2LK2mq6mDY5DjGzU8hLPrwXdxsjQ3Ul+xl1IwZPyhbk7Pdw5r/LWfPd2+i1kUxecHN5M0f\nfcjitP3h6rCz5OXnqNy6acA2Ko0WY0QEpogoQmNiyRw3ibT88b0qnDusbratrGXX2gZ8brHPNmRZ\nRvKVIno2IPlbERQaotNOI3H4CBKGRWEMD0Gt0aLSaPan2dVoUGm0KJQKujo66LS24bC24bS14Whr\no6XGQlNlAy67FVnqBNmDoNShUEYgY0ahCEdQhiMoIxAUYQhC4DerM6oRfVKPZeBA9tXgCo0MCAed\nUY3L7sVhddNp8+CwuhF9Ut+LtK+P3k93VBei7rVNU6QO0S8HRI3VjaNb1Hj7uW4HZoDUm9Rk5MeQ\nNS6ahGzzkP5T/dFp82CpsNNc1YHDFhBTznYPTru3/3MjcP8VlELPckOohpTRkaSMjCB5RMQpn/Ux\nKFr64WQXLY9seIT3St7r+fz7yb9nQfYCtMofF7ga5Niy/pNytiyt5md/mnLCZmsKMjiSJFNaaCFp\neETPqOOPwev2s+z1nciSTOa4/ULFU16Op6KC0HnzDnubnopKqq68EskeEAnmyy8n7uGHEJT7O7ei\nT6JiWwtFb3xLszcchEDHIKyjgjHV75L96gvoR40adF/uXbuovvY6ZL+flNdfxzBuf7pvx+rV1N97\nH/h8xD/+V3xjZ7B9dT17Cyz4fRI6o5qRpycwfEocm/69lr3VapSSh+kLMxk5L7vXqLe10cnSf+7A\n2uAkwlHGiO2vo/V2IM++kPYzrqd0c2vPyKopQofD6g6ce6whsI+pcXhXLcP2v/9hvut+isoN7Fzb\ngEIQGHNGMhPPTUOjU9HR2sXq/5VQu8uK3qRm+uXDyBof0+tY3E4fZZubKdnQiKWio2d+SJiGEacn\nMPK0hH7TbPu8IsUra9mypBqvWyQ6xUT+vBTKNjdTUdQSSJowM4kJ56YN2DmSJZn6vTZKCiyUb235\n//buOzyqYn3g+HeSTSON9JCEFJJQQo80lSaggiCoiIoVrt3rz4JeC7Z7VawoCooNVMSCDRUFURDp\nUkLvISEB0nsv2+b3xy4hkST0JML7eR4ed885Ozs5O84575mG1ayJjg8grn8IIbGtT2twr9aatH2F\nbPwlhcykYqymRJTaj1b9cDT4EdMriPjLI4670KvWmpzUUjYs+JP9f32G1tW4eUXR79p76TKwfZ2u\nmQ0pyChn85JUdi9fgKliDSgn0CbAGVfvoXQZMoxug8PwCW685Utrze5VCSz7+C2MlcU4OMfh5HYx\nbp5WgiIc8Q6w4OBYYQsQCvIpK8inLD+PqvIyAJxc3Yjp1Zfg2F7kpvmQvLkAbdX4hrjTY1g4we28\nqCg2UlZcxaHtG0na8AsVxRkoB2da+fRCGeIxG48+2AiM9KJdD3+iugXg06bh9bUsZitJm3LYvuxw\nzbiy8Dhfug1tS2isZ80MWhazteZmvOxv/y0vqsbR4GALIo60bvi54eXvSitP50ZbCbTWVJWZbEFM\ngS2IKS2soqygCjT2oMStToByooFkdYWpbitNge2fu5cz0fGBtIltfdLj4E6G1prqCrM9gDlyrow1\nr80mK6HtWxPe2d6a8g8cMH+2SNBSj3M9aHkz4U0+2fVJzfs5w+cQHxR/Rr9DNL1lc/ewZ00mt78x\n4Lx/GiPqp7WmctMmXDp2PKYbU23GtDRSrx2HpaiIwMcfx2/ihBP+DnNBAanX34ApI4PQt6ZR9NU8\nyteuxWvkSEJeebnOWh85b79N/nvv4zDwckqu/D+sWtHRO4PMB+5HuboS/vHsRgOX6uRkDt58C9by\nctp+8D7uF154zDFVe/Zw+O57MOfk4H/ffbTq0xuj2YGkJDN7dhspLTn6xNOnIpXhjw/Bt3Nk/X+b\n0cLqb/eza1UGztYK3JzMFFtsXc08fFxo3yeY9n2D8AvxoCi7gl2rM9j7VyZVZSYcDIroHgEERHix\n+beDVJWZCIltzcDx7fELqftbHOl2t+rb/VSXm4ns5s+A62LJzyhn37pMUrbnYTVrDM4ORPcMJKZX\nIHmHS9m1KoOywmqUso376TwwlPBOvmit2bM2kw2/pFBRbMTL35V+Y6KJuSAQk7EKZ1c3MvYXsua7\nJHIOluLSykDvkVF0GRRaM1YqP72Mfeuz2L8xuyY4C4zwxNHgQGayPTgNakXcxbYA7WRaALXWHN5T\nQMLCVDKTi1EKvP13kJW4BABHJ2f8I6+kOM+2sGVkVz/ih0ceM3NdUU4FiRuy2bc+k4LDqzBXrkY5\nuODp356SnO2gXHHxGk5sn3506BtM2zjfOt19tNZkJhWz5feDpGxLx1SxGKvpAN6BbbnmyacpyMhk\n8cy3qC4vwsEpBqdWwwjvEkbXwWFEdPGrudHVWlOQUc7+hCy2LfmJstzlgCPufpfRedAwHA0OJG/J\noSTPFti28nYmumcg0fEBtImx3TCX5uex769V7Fi2nIL0ZFsGlQue/nF0G3YJvUYOwODkhNaaA5s3\nsvbbL8hJScbg7EKPy0fS+8praOVta3GvrjBxaFcBB7blcmhnfk1Lg3eAG1Hd/YnqEUBwO28cHBSV\nZUZ2rcxgx4o0KoqNGJwc6HBhG7pdEoZvmzPXNVGIUyFBSz3O5aDFqq08s+YZFiQvqNn29aivifOL\nO2PfIZrHwpnbObQzn3veHSxPZs5DxrR0nEJDGv3tC774guwXXsSlY0ciPv2kZsB4bdbyclLH30j1\n/v0Y2gRjzsikzUsv0fqa+ifuqPPZqioOTZhI5datBD//P3yuuw6r0UjGI49QumQpHoMGEfr2Wzi4\nutq6bz3/Aq5duxIx59M6s1uVrVlD2n3/bjBw0RYL1fv2cfieezEXFBA2fTqeQy5pMF+mrCwO33Mv\n1Xv31k0HRYFvJ7IDe+FtyaX/W//GtYHpiWtL2pTDn3P3gFLExAfQvm8wITGt631ybDFZObA1l12r\n0klPtE3G4OblzMVjY2jfJ6jR36uixMjqb/ezf2N2ne2hHVrTsV8b2vUMqPN02WrVHNqZz86V6Rzc\nlQ8avPxdcXB0oCi7AjdPJ3pdEUXnASE4GhzYuXwpSz6cQUyvfgy/72EMzi4kbsxm3Y/JlBVW4x3g\nRmzvIFJ35JF32Pbk38PXhQ59gmnfNxhnlyrKiwoxuAazZ20m+/7KoqrchIOjol0PW+tLWAefBp+o\na605tLuAjb+kkJ1SgoOjon1ff0qzfyE5YQ2BkdH0veY6/vz0Q8oK8onuNQgn9yGk7igGDSGxrelx\naTil+VUkbsgiO6UErU1o4x8YK3bjHRTKNU8+i2+bUHavWsXSWe9gqirH0aU7BreBtPJqRWyvIDr0\nC6asoJrNvx8kO6UEqyUHbVyEqaqAuIFDGHbHfTi52FquKstKWfrRuySuW43B2QMHl0txMETh5e9K\n5wGhmIwWkjflUJCRh6l8MVZzKq6eQQyZOImOFx6d8EJrTd7hMpI255C8KYfi3MqashHdIwCfNu7s\nWpVOQUY5WpfgE5iOsXwvBekpALh6eBLT+0LyDqWQlbwfRycnul96BX3GXIt7a58Gy5TFbCU9sZCU\nbXmkbMujvMgWgLp5OhEY6UXa3kIsJisePi50HRxGXP8QeQgmWgwJWupxLgctj698nEUpi+psW3DV\nAqK8m39WCHF6vns1gbKCKia82r+5syLOIG00gpNToze3hfPmkfXf/+F91VW0eWpaJggAACAASURB\nVGlKvX33KzZv5uCtt9nWECkpwbVLF8I/+RhHz6PjRrTVSvqDD1K6ZCkBDz+M91VjODj+RkzZ2YRN\nfxvPoUMbzqfVSvqkRyhdvBi/O24n8NFHj+4zm8l86mmKf/qJVn364H311WROnoxzeDgRX32Jwdf3\nmPTK167l8L33oVxcCHz0Ecw5uRgPJFOdfABjaiq6uhocHAid+jpeV1xx3PNoLS+nZMkSdGUl2mwB\nqwVtsaItZtvN/WWXnvA0wmCbpQ0rJzUjUFF2BdkpxUR2D8DlBLooHXHQHogERXrRvm8QXn5ux/1M\nSV4lu1dnsHtNBiajlZ7D2tLj0vCaIGfzrwv489MPMTi7YDZWExARxVX/eQavgEDMRgvblh1m0+KD\nmKosOLsZiIkPoEO/YNpEtwYF25cuZvncWZirq2kd1Ia4gUPocOEg8jMc2bU6g/R9hcdmqvZC4fby\nrK0aB0dFp4tD6NjPk2Wz3yAzaR8xvS/kivsfwcnV1TYe5N03Sdm6Cb+wcAbc9ACp260kbsi2DbgG\nDC6OhHUwkJ34FYWZqUT36scV90/C2e1oMFyan8eid6aStnsn7q3b4OpzJeVFR1u5HA0O+IceJm3X\nfLRVM2TiXXQbNuKY//e01uxdvZw/Pn6f6opygmMvpqqyD1XltuMMTllUl/yCqaqEzoOGMfRf9+Dk\nemx3vdrp5aeXk7y57iBwJxdH4gaE0H1I25rufoWZ6ez7azX7/lpF3qFUHA0Gug4dTt+rxuHh63fc\ncvH37809VGoPYHLJTy8nKMqL7kPb0q5nQKOLxwrRHCRoqeV8mPK465yux2xbPHYxoR4yRe4/3dyn\n1+LkauCGp/s0d1bEGWLKzCT1+htw6dSRtjNmoOpZibly5y4Ojh+PtljAasXnllsImvxknRstU04O\nKWPHYi0rJ3LeV5T+9jt5M2fi1r07bWfPrpmRKnf6DPJmzsTriisIeWMqSimqU1I4eNPNWMvKaPvR\nR7j3rb985bzxBvkfzcJz+HBC33zjmMBJW61kvziFwi+/BMAxwJ/Ir77COazh68+RwEXXWqvBKSQE\n5+hoXNq1w+OSwbj363fiJ/QU1J4BrblUlZexf/1aAqOiCYxsd1ItqVaLFQ01N6Baa9bP/5o133yO\nb0gYY596gd0rl7Hm67m4eXkz+pHJhHW0tWxVlBgpyCgjONq7ZsKC8qJCfv9gOgc2b8TTP4DoC/qS\nuG41FcW2VqSwTl2IGziEoOh4DmwppijHdgN+ZJBzzV2E/YWnnyvdh7alqjSTH157ntK8XPpcNY7+\n199S57xrq5WNP89n9bzPcDQ4MfT2ewnvejGJ67Pw8nfDxTWXRe+8SkVxEf3Gjueia8fX+7tZrRY2\n/vQ9a775HAdHA/FX3IQydMXJWVOYvpjdK5fg4efP6IefpE1sh0bPbUleDotnvsXhXdtpHRxCt0sn\nUpiRyM5l3+Po7MSw2++j86CGA/2GFGSUk59eRnhn30bX+yjMysDZ1a3RlpWTYawyn/QEA0I0JQla\n6nEut7TUDlp8XX0pqCpg+XXL8XM7uSc0ouX58MEVBLfzYvSDPY9/sDjrrBUVjS7oV7ZiBdmvvkbw\nf5/Dvc+xgYA2mzk4YQKVCZsAbIHE1Nfr3IhZiotJGXst5uxswud8Su5bb1OxYQP+991LwAMP2NIx\nGjk4YSKVmzcTMnUq3qNG2p6wvvkm+R/Nwu2CCwj/6EPKVq4k/aGHce3cmYjP5+LgdvRpftXu3Ry8\n9TbQmvDP5uDWuTPabMZ46DDVSfupSEig8LO5uHXvTvicT3Fo4Kmy1pq8d96leMECwt5+C9e443dL\nrU5OpmrPXpyjInGJimqyRRK11iz75AP2rV3JlQ8/QdvODa8+fzblpB5gwZsvUZydBYB/eCRxA4fQ\nqf9gPHyObaFqjNaalV98QsLP8wmMjGbsU8/Tyss2LiRp4zoWzZiKxWxm6O330m3o5cd8PnnTen57\nfzqVJcXEDbiEIf+6B5dW7lgtFg5u38KulctI3rgOs8mIwcmZ6N79iO1zIUFRMXgHBTcYbCVv2sDC\n6a9jMZm47O7/a/RGP33vbn6Z/hpl+XnEDRzC0NvvZe/qFfzx8fs4GgyM+PckYvtedNxzkZG4l0Uz\nXqc4J5t2F/ShoqiQrOT9hHftwcgH/lNzXo57Tq1WNv+6gFVfzcFiMgHg3zaCUQ89gV9Y2xNKQwhx\nYiRoqce5GrRYrBZ6fdELs9W24NKyccs4UHyAvm36npH0RfMxGy188MAKYnsHcdntx59xSZxdBXPm\nkDP1DUKnvYnnsGHH7Ddl55AyZgyWoiIcvLyI/PILXGJi6hxzpNXD56abMOfkULpkSZ1WFK01aff/\nH2V//EHwf5/D54YbsJSVc2jiRKp27CDwscfw+9dEsl54kcIvvsD3ttsIevKJmvRtiyK+SsGcObh1\n705VYiIO7u5EffctTsHBx+S5fMMGDt9xJw5ubhgCA21dtOw3aQDOERFEfPkFBr9z4wHI6nmfsf6H\nbwAwODlz5aQnaRffu9HPaK3ZvvRXVn/9OV7+AbSL701Uj14Ex8Se0hofO/78nWWz38dqtXLRuBtt\ng7PXrqSqvAylHIjo3pO4gUOI6dW3ZsxFQ6xWC3/Meo/tfywmpEMcVz/+LK7udScAyD2Uyo+vvUBJ\nbjY9h1/J4FvvwMHREVNVFcvnzmL70sW4uLsz7I5/0/GigfV+T3VFOYnr1rB75TLS9uys2e7s1orA\nqHYERtpai4KiovENbcvmXxew4vOPcfXwZMwjkwnr1OW456WytITFM6dxYPNG3Ly8qSwpxjswiDH/\neYaA8Mjjn9haeV06ayZ716wAoO/V13PRdTee0m+VdyiVPz55H7/QcAbd8q/j/h5CiJMnQUs9ztWg\n5Zk1z/Bj0o8173fctuOMpCuaX2lBFZ9NXkv3IW3pf11sc2fnnGatriZ/1iy8LrsMl9hjz7UpI4Pk\nkaPQlZU4uLsT+c3XuNQa3K2tVg7feRfla9bge/u/KJjzGYbAACLnzcMpMBCA8nXrOTRxIi6dOhI5\nbx5ozeHb76AiIYGASZPwv+tO8md/TM7rr+M1ahQhr79W8xTbXFjIoVtvpXp/El4jR1KycCGt+vQh\n/OPZKEPdrh9aa7JfeJHCL79EOTkR/tkcWvVsuKWudNkyMp9+BodWrXCJjsYlNgbn6BhcYqJx6dAB\nh3q6r/0TbVr4I8s/m0WbmA4MvHkiC954ieqKckb8exIdLx5U72dMVVUsmfUue1b9ibuPLxajsWba\nWjdPLyJ7XEBUz15Edo/HzaP+9Wdq0jJWs+zj99n55xI8/QO48uEnaBNj66pkNplI2byRXSv/IGVL\nAlaLBWc3NyK69iS0Y2fCOnUmIDKqzo23xWxm8cxp7F2zgohuPRnzyFMNjrGoKCnm52kvk7Z7J+Fd\ne9B79FiWffwehZkZhHfpxvD7JuHp539C57E4J4u0PbvISUkmOyWZ3IMHMFZW1ux3NBiwmM34hrbl\n6seepXXwiV/rtNVKwsIfWf3VHMI6dWbUQ0/g5tnwoqENpqM1yQnrcXZzI7xL95P+vBCi6UjQUo9z\nNWip3TUsPjCeOSPmnJF0RfPLOVjCty8n0HdMO3qNiGzu7PyjmXJyqNy2Dc9hw+rtzpLzxpvkf/QR\nTiEhRP0wH0fvut1I0h54kNLff8fv3nvI//AjnMPDifz2m5ophgvmzCH75VdoPe5a2rzwAkXzfyBz\n8mRc4joROXcu1upqUq66GmtZGVHzv68ZHG4pKeHgLbdSvW8fPrfeQuEXX+IcGUnUN1/j4F53KlJT\ndg4Hb74Z0+HDGIKCiJr/fYMtINpqpeCzz3CJjsZjwIDjnh+tdZPOTleSm4OxqhL/thHHPTb7QBLr\n5s+jICOdyG49iendj9COnXFwPPEn57tW/MHimdPwDW3LDf97FTdPL/LTDvPdlKcpKyzg0jv+Tbdh\nw+t8piAjjZ/ffJm8wwdpd0EfRtw3CWc3NzKTEknZspEDWxLITT0AgFIOtIntYGuF6dmLgIioOuez\nKDuLBW++RG7qASK7xzPi/kca7KpUUVLM3jUr2bt6OVnJ+9HaNn2zs1srQjp0IqxjZ0I7xrHx5/kc\n2LSBmN4XMvLBxzA4NT4blMVs5s9PP2Dbkl8BW3Ax4MYJxI8YfVrje7TVSlF2JjmpB8hOSSYnJRkP\nH18G33bnMa0+J6qqrAwXd3eZMVGI84AELfU414MWDycP/rrxrzOSpmgZ0vcV8uO0LQy4vj3dLjmh\n/59FPbTZTOr1N1C1axdBk5/E99Zb6+yv3LGT1BtuwNHbG0tBAR7DhhI2Y0bNDVPZ6jUcvuMOPC+7\njLDpb5P/6afkvPIqHkOHEjZjOtX7k0gdNw5Dm2DazZ9fE2zkvvMuee+8g/vAAaAU5StWEvLqK3iP\nGVPn+005ObbZvNLTUW5uRH37zTHdyo4wpqWR+/Z0fCfcdkKLNJ6IqvIyNi74Hk+/ANrEtMc/PBJH\nw8mvDJ6Tkkxop851Vvqu77i/vvuKbUsWoa1WgtrF0m3Y5XS8eBDOrnVnz8pKSuSv77/iwOaNALi3\n9qG8yDZ7lauHJ+3iexPTux+R3eIbncUpedN6fpo6BQ9fP8Y//3qdFoXinGy+e/FpirIzGXjTRHqP\nHgtA4rrV/Pb+25iqqrn4hlvoM3psvTf2pQV5pG7dzIHNGzm4YyumKluLg4ePL1E9exHVsxfaauX3\nD2dQXVHBhWPH02/s9SfcVam6ooKMxD2k791F2p6dZCUlYjGba/bHDRzC5fc8eFIB3Pali0lKWMeA\nGyecVLcrIYQ4GyRoqce5HrR4Onmy9sa1ZyRN0TIc2pXPzzO2MfimDnQeIDPBWaurcXCp/4Y47/0P\nqNiwgdC336oz3S9QE2Tg5ARWK+GffFwzSF4bjaRcO47qlBSivvuW/A8+pGTRIoKeegrfW27GajSS\nMnoMpuxsohf+glNICFprMv7zGCW//ILfPXdT9scyqg8cIPKrL3HrdnRgt9aazMlPUfzDDwB4jxlD\nyKuv1Jt/Y2oqmU8/g8+tt+B12WWnfa601uxY9hu+bcIIi2t4PIHWmp+mTiE5YV3NNoOzC4FR0bSJ\naU9E1x5EdO/Z4E22xWxi868/s+77eRgrK3B196Dz4GF0GzYC35CjZdZsMrFl8c+sn/811RXltInt\ngF9YBPvWrsRUXYWzmxud+g+m69DhWM1m/vruS1K22iYraN/3Yvpecz0BEVHkHkwhaeM6khLW1bRy\nGJycCe/Wg5je/YiO71Oz+B5A2p6dfD/lWZxcXbnh+dfwDTn2ulhWWMD3U54h7/BB+lw1DovJyKaF\nP9HKuzUjH3iM8C4nNljfYjaRvnc3BzZvJGVLAgUZR683rh6eXPF/jxLV44ITSqshZqORrKRE0vbs\nxNXTi+7Dhjf7LGhCCHE6JGipx7kYtOwt2Mu4n8cB4GZwY8NNG047TdFypGzLZdF7Oxg6oRMd+525\n2eZOl7WqikO334FrXNwx0/CeKm0yUblzJ86RkRh8jp3qM//jT8idPp2wGTPwGFB3zZqyVas4fOdd\nALgPGkjbmTNR9ifPxrR0Dlx5JQZ/f0KnTePgrbfi4OZG1PzvcQoKqmkN8b//fgLu/zeWsjJSxo7F\nnJFJxFdfUb5mDbnTphHw8MP4333X0XNQWWlbrNG+sGHAgw/gf++99f5d6ZMewZSZaVts0f3srz5t\ntVr4Y/Z7bF+6GIOTM+OefYmQ9h3rPXbTwp9Y/tlHtL9wAHEDBpO5P5HMpH1kJSVirLRNa+sVEET3\nS0fQ5ZJLa7o0aa1J3rSBFXNnUZSViVdAEHEDLyHxr9U1N+vhXbrT/bIr0FbNqi8/oTgnG6+AIAbe\nNIH2/frbpl6uqGDvmuVsW7q4JggBQCk69OtPv2uux7+B1oCS3BySEtaRnLCOw7t3oq1WUIrQDp2I\n6dUP37C2LJo+FavVyvXPvUxQu/pbr8C2uOD8l58jKykRgNCOcYx68PGTXiOjtqLsLFK2JlCcnUn8\niDF4BQSeclpCCHGuOueDFqXUM0AAYAIe11qbj/ORczJoqT2excXRhYSbE047TdFyJG3K4bePdnLZ\nHZ2J7RXU5N9vKSvHdPgQrp061dmeO3MmedNnANQMID8V1ooKShb/RtnKlZSvWYO1tBTXLl2InPdV\nncHlpvR02yD4qiocvLyI+ubrmjEh5vx8Doy5Cl1VhfuF/ShdshS/O+8g8JFH0Fpz+O67KV+5iraz\nZ+Fx8cWULP6N9Icewq17d4KefprU8eNxadeOqO++rVkvpWr3blKvvwFDYCDm/HycgoOJWvDTMQPS\njWlptvVWoqPrHRBf2/HGjJiNRjYt/JHYvhfXaaE4WbUHZ4d0iCMnNRknF1dumvIG3oF1Zw/L3L+P\nec89hndgMDe/PK3Ogn3aaqUgI429a1aw/Y/fqCguwtFgoH2//sT2vYitvy/i0I6tOLm60feqcVww\n8ioMzs62c75rB9uWLCJp419YLRbANh6j79XXET9iNIZ6BvZrrclO3s+OP39HW61cMPLqk5patrKs\nlJTNG0lKWEfq1s2YqqsA27iNa5783wkNxjZWVrB09nt4+Qdy4bXjT7qLnBBCiJPX4oIWpdR0YDQQ\nAXTVWu+stS8WmAP4A0XABK317kbSGgXcDKQAhVrr104kD+d60GJQBrbcuuW00xQtx771WSz9ZDcj\n7ulKux4BTfa9lqIiCuZ+TsHnn2MtLib4hefxGWdr0TNlZpI84gqc2rRBOTlRnZhI6IzpeF16aZ00\ntNaYs7Ko3LkTp+Bg3Lp2PWb/4TvupHzNGlAK125dcfTypnzVqmMCobSHHratyH7XXeTPmoVzZCSR\nX8/DwcODtHvvo2z5ckKmTsXzsks5dMutVG7bRsjrr6McHUif9AjeY0YT8uqrNenlTJ1K/qzZKBcX\ntNlM5Ndf49al7viQgi++IPuFFwFoO2sWHv0vrvdcWSsqUC4uNS079UnetJ7inBx6Dh/VYOCy8otP\n2Ljge7wCgrj55WkNzpiUk3qAJR/OILRjZ3oOH1UnEDEbjfz81iv2wdn9GPng46Ru3cRPb0zBt00o\n41+Yiqt94oDKslI+f+JBKoqKuHHKGwRERDWYf4vZxP4Nf7FtySLSdturbqXoPGgo/W+4tcF1RcqL\nCtn55xLMxmp6jhh9wmtknC6TsZpDO7aRum0T7eL7nHaXLCGEEGfPyQQtTfUo6TvgNWB1Pfs+AD7U\nWn+qlLoWmA1cqJQKBub97ditQCawT2v9nFLqBaXUIK31irOZ+X8Ci7Y0dxbEGWYx22YNcnRquj7r\nRfN/IOvFF9EVFTiFh+PQqhVZz7+AS3QMreJ7kjP1DXRVFUGTn8SlXTtSrruejMcex/E9L7Sxmsod\nO6jasZPKnTux5OUBoNzcaPfzzziHHW1BKLe3rngOH07ws89g8PW1zbB19TXkzZiB59AhuERHU75u\nHaWLF+MxbCiBkx7G0ceHnFdfJePR/+Devz9ly5fjNfpKvEeNBCB0xnRSx11H5tNP49CqFY6tWxP4\n+ON1/saAhx6icucuKtatw+/OO48JWAB8brwRc2YmODk1GLBordm1fjU+QSENjhspyEjnl2mvYjYZ\ncXJ1oeslx45XyUjcS8LPP+De2oeS3Gx+eetVxk5+/pjB1YWZ6Xz/0rNUFBeRlbyfTYt+IvqCvsSP\nuJLg6Fh+mvoih3ZuJ27AJVx+70M4ODoS07sfg2+5g+WffcSCN19i7OT/4eBo4Lf33qIkN4dL77q/\n0YAFwNHgRMeLBtLxooHkHT7Igc0bCe/SneDoxqfhdm/tQ9+rr2v0mLPBydmF6Av6EH3BsYt7CiGE\n+OdqkqBFa70SOOYpo1IqEIgHjlzJvwfeUUpFaq1TgcF/T0spdQNwpK9MPnDyk7ifA0qNpXXea/55\n3fxE4ywme9BiaJqgpWrvXrKeew5Hf38Cn38er+GXU52UROr4G0l74AGCJz9JycKFeAweXDONbtg7\nMzh02wQOTZhwNCGDAdf27fEcOhSDvz95775L1gvP0/b9920LKJrNZL/+OsrVlaAnn8Dga3tS7+Di\nQshLU0i98SYyJk8mYu5csqdMQTk7E/SEbQFF3wm3Ub1vH0U//kjh6lW0Cgsj+Nlna77aKTCQsHdm\ncPDmW7AUFtLm5Zdr0j9CGQyETX+bshUr8Lr82BXCwVZXBT76aKPna/38r1nzzee27lcvT8MvtG53\nJm21suTDGZhNRlp5t2bZ7PcJbhdbJ0gwG4389t5bODg6MO6ZKWz+dQHbly5m5ZefMviW22uOK83P\n47spz1BZUsLoR5/C2cWNzYsXkLxpPckJ63BydcNUVUn3y0YydOLddQZnx18xmqLsDLb+tpAlH76D\nf9sIkhPW2wa+D6n/72+If9uIE5qmWAghhDjTmnRMi1IqFRh1pHuYUuoCYK7WOq7WMRuAR48EOvWk\n4Qy8h60rmQ9wt9baVM9xk4BJtTYFA1ln6E85VR5AWTPnQbRsUkZEY6R8iOORMiIaI+VDHE9Tl5EA\nrXXDc+XX0hJGGv49amp0KiKttRG4vbFj7Me9Cbx5Gvk645RSaSfab0+cn6SMiMZI+RDHI2VENEbK\nhziellxGmnuC98NAmFLKAKBs/cfaAoeaNVdCCCGEEEKIFqNZgxatdQ6wBdtsYABjgVT7eBYhhBBC\nCCGEaJqgRSn1rlIqDQgDliqlkmrtvhu4WymVCDzBCXT9+gdrUd3VRIskZUQ0RsqHOB4pI6IxUj7E\n8bTYMvKPXFxSCCGEEEIIcf5o7jEtQgghhBBCCNEoCVqEEEIIIYQQLZoELU1EKRWrlFqrlEpUSm1Q\nSsUd/1PiXKGUclVK/Wj//bcqpRYrpSLt+wLt7/crpXYqpfrX+lyD+8S5SSn1nFJKK6W62N83WHdI\nvXJ+UUq5KKXesdcHu5RSn9u3SxkRACilLldKbVJKbbFfM26zb5frzHlIKTVdKZVa+5pi335KdUZz\n1ycStDSdD4APtdbtgdeA2c2cH9H0PgQ6aK17AL/Y3wO8AqzTWscCE4EvjkwDfpx94hyjlIoH+lF3\n2vfG6g6pV84vrwBWoL3WujPwH/t2KSPiyLIRXwITtdY9gVHAB0opT+Q6c776DugPHPzb9lOtM5q1\nPpGB+E1AKRUIJAL+WmuzvWLJBPrJ9M7nJ6VUL2Ce1jpGKVUGRGmtc+37NgCPaa2XN7avufIuzg6l\nlAuwHLgR+BPbDUcODdQdQEVD+6ReOfcopdyBdCBMa11Wa3uD1xekjJxX7L9vHnC11nqlUqob8CsQ\nBRQg15nzllIqFRiltd55qnVGY/uaqj6Rlpam0RbI0FqbAbQtUjwEhDdrrkRzegD4WSnlBzgcuVjY\npQLhje1rslyKpvQ88LnWOqXWtsbqDqlXzi/RQD7wtFIqQSm1Sik1FCkjws7++14HzFdKHQRWA7cB\nnsh1Rhx1qnVGs9cnErQ0nb83aalmyYVodkqpyUAs8JR9U2NlQ8rNeUApdSHQG5hZz24pHwLACWgH\n7NZa9wLuB+YBBqSMCMDepetJYIzWOgIYCsyx75YyImo71fLQrGVFgpamcRgIO9JH1N6k1pa6/dbF\neUAp9ShwDTBCa12htc63bw+odVgEcKixfU2VX9FkBgEdgRR7M34Y8BvQhYbrDqlXzi8HsY1n+QJA\na70NSMFWJ0gZEQA9gBCt9RoArfVGIAPoBnKdETUaqxdOdV+TkKClCWitc4AtwM32TWOBVOlTfH5R\nSk0CxgOXaq2Lau36Fvi3/ZjeQDC2Zv3j7RPnCK31K1rrEK11pNY6EkgDLtdaz6GBukPqlfOL1joP\n+AO4HEApFYFtrMIqpIwImyM3lR0AlFIx2LoVJiLXGWHXWL1wqvuaKu8yEL+J2CuRTwE/oAS4TWu9\nq1kzJZqMUioM2wXlAFBq31ytte6rlAoC5mK7ATEC92mtV9g/1+A+ce7626DJBusOqVfOL0qpdsDH\n2H5vC/A/rfUPUkbEEUqp8cBkbK1yCnhJaz1PrjPnJ6XUu8AYbIFoHlBmnwDolOqM5q5PJGgRQggh\nhBBCtGjSPUwIIYQQQgjRoknQIoQQQgghhGjRJGgRQgghhBBCtGgStAghhBBCCCFaNAlahBBCCCGE\nEC2aBC1CCCGEEEKIFk2CFiGEEA1SSqUqpbrUs325UuqAUmprrX/DlFKLar3XSqnt9ter6knjU6VU\nmlLqffv7wUqphJPM33tKqan1bF+glHq41vt3lVLXn0zax/neh5VSSSebXyGEEKfG0NwZEEII8Y/1\ngNb6l79tW3rkhVJKAxdprcsaSeMVrfU7p5GH2cAvSqkntNZm+/cGAUOB2+3vFTAceOI0vqcOrfU0\npdQW4JiASQghxJknLS1CCCFaHKWUt1JqiVLqGfv7YKXUN0qpDfbWm+cBtNYJQDYwstbHbwMWaa1z\n7e97Afu01qVKqf/WbplRSt2vlPrU/nqCUup3pdQ8pdRepdQypVRnpdRCpVSifbtcN4UQohlI5SuE\nEOJUTf9b97DIM5GoUiocWAbM0Vq/YN88B3hHa90HiAf6KKWutu+bDUyslcQE+7YjrgZ+PMGv7w08\nqrXuCFQAXwI3AnH2f8NO+g8SQghx2qR7mBBCiFNVX/ew09UGWAFM1FovB1BKuQNDgCBbTy8APICO\n9tefA1Ps3cKiAU/g91ppjubEg401Wus0++stQKrWutiej21Au1P4m4QQQpwmCVqEEEK0JIXAQWAU\nsNy+zQHQQG+ttenvH9BaFyilFgI3A52AT7TWVgClVHugSGudZT/cDDjW+rjr35KrqvXaUs97uW4K\nIUQzkO5hQgghWpIq4CogQin1vlLKQWtdCqyi1kB6pVSIUiqs1udmA3cC1wKf1Nr+965hyUAvpZSD\nUqoVMPYs/R1CCCHOIAlahBBCHM9S+9TER/4dCRb+PqbljEwpbG9NuQFwVQfvmgAAANJJREFUAT5T\nShmAm4BOSqkdSqkdwPeAX+082o/fpLVOqbX9KuoGLd8DOcBuYD6w9UzkWQghxNmltNbNnQchhBDn\nIfusXQmnOeVxY+m3AX7TWnc7S+kPBqZqrXudjfSFEEIcJS0tQgghmksx8MCRxSXPNK115lkMWB4G\nZgJ5ZyN9IYQQdUlLixBCCCGEEKJFk5YWIYQQQgghRIsmQYsQQgghhBCiRZOgRQghhBBCCNGiSdAi\nhBBCCCGEaNEkaBFCCCGEEEK0aBK0CCGEEEIIIVq0/wfVkgkc8l6+cwAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fbdc50049b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f, ax = plt.subplots(2,1,figsize=(12, 8), dpi=80)\n",
    "\n",
    "z_fix = 14.05\n",
    "\n",
    "ax[0].set_title(\"dLET at Z = {:g}\".format(z_fix))\n",
    "\n",
    "for i, (z, data) in enumerate(pages_dlet.items()):\n",
    "   # print(data.shape)\n",
    "    dlet_lwr = data[:,0]\n",
    "    dlet_upr = data[:,1]\n",
    "    dlet_avg = (dlet_lwr * dlet_upr)**0.5\n",
    "    dose_all = data[:,2]\n",
    "    dlet_all_2d[:, i] = dose_all\n",
    "    dlet_all[i] = np.dot(dose_all,dlet_avg) / dose_all.sum()\n",
    "    dose_p = data[:,4]\n",
    "    dlet_p_2d[:, i] = dose_p\n",
    "    dlet_p[i] = np.dot(dose_p,dlet_avg) / dose_p.sum()\n",
    "    dose_He = data[:,6]\n",
    "    dlet_He_2d[:, i] = dose_He\n",
    "    if dose_He.sum() > 0:\n",
    "        dlet_He[i] = np.dot(dose_He,dlet_avg) / dose_He.sum()\n",
    "    else:\n",
    "        dlet_He[i] = 0\n",
    "    \n",
    "    if z == z_fix:\n",
    "        ax[0].plot(dlet_avg, dose_all, label=\"all particles\")\n",
    "        ax[0].plot(dlet_avg, dose_p, label=\"protons\")\n",
    "        ax[0].plot(dlet_avg, dose_He, label=\"He\")\n",
    "        ax[0].plot(dlet_avg, data[:,8], label=\"C\")\n",
    "        ax[0].plot(dlet_avg, data[:,10], label=\"O\")\n",
    "        ax[0].plot(dlet_avg, data[:,12], label=\"N\")\n",
    "        ax[0].set_yscale('log')\n",
    "        ax[0].set_ylim(1e-6,0.5)\n",
    "        ax[0].set_xscale('log')\n",
    "        ax[0].set_xlabel(\"LET [keV/um]\")\n",
    "        ax[0].set_ylabel(\"dose [a.u.]\")\n",
    "        ax[0].legend(loc=0)\n",
    "        \n",
    "        ax[1].plot(dlet_avg, dose_all, label=\"all particles\")\n",
    "        ax[1].plot(dlet_avg, dose_p, label=\"protons\")\n",
    "        ax[1].plot(dlet_avg, dose_He, label=\"He\")\n",
    "        ax[1].plot(dlet_avg, data[:,8], label=\"C\")\n",
    "        ax[1].plot(dlet_avg, data[:,10], label=\"O\")\n",
    "        ax[1].plot(dlet_avg, data[:,12], label=\"N\")\n",
    "        ax[1].set_yscale('log')\n",
    "        ax[1].set_ylim(1e-6,0.5)\n",
    "        ax[1].set_xlabel(\"LET [keV/um]\")\n",
    "        ax[1].set_ylabel(\"dose [a.u.]\")\n",
    "        ax[1].legend(loc=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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UwRQaPPB0MeLpaibMz422IV6k5RThYTHRLsSLq2JDiA7ydPa7I4QQogmRJEYI\nAYAunxNjlEpM02GqUqdx94d2IxyvKlw73+r4QWtHsgMYu45DLXqe3oc3gEcg2uzPDceWYVdGDNp2\nakUHKFZuuOhijpd4cuSwH0fTfMlTXmTZPcnc6svff27JkWa9GNUlgrbBXqw7kEOgp4X+bQIluRFC\nNIiaVErqW2JiIrt37yYrK4tmzZo5O5xGT5IYIYRD+XAyo6xOdnmqOhysZQ8Mdy+sTGyU1lBwBIN7\nAJQeh4ztkJsKuQchex+ux4+CiyfeRTl45R8ipmA3BmuRY5W1cqkFwbzz8ygW2UO50riOTO3JQws7\n4RLaicyCEvw9XOjfJoDB7YP5cetRrHZNTJAnw+Kb4+Mm/00KIRq/6Ohorr/+esaOHcvMmTPx9fVF\na82sWbPo06cPrVu3dnaIjYokMUIIh4pKjMlynobislGR2CgF3i0cP5v8IbLv2U8pf1FWBEU5kHcI\n9v5C2KppvMJHp7R9gq/4PbMTbibF0Wxvli5ry+SlYYwzLaS5ymavvQUj5t6AX/MoooM88XEzU2qz\nY7drRieE0qt1M/KLy/CWBQiEEI3EJ598wpQpU+jRowcmkwmtNf3792fUqFHODq3RkdXJhBAArHr/\nHnqmf8nRsesJCY8+/wlCXIjifFj7MRQchY5/djw/59d/QspyMLs7tstpFHY3P4xF2QBk481GW2vW\n2ttyWDsmxK4inqiICDbsz2B8Ulsev7ItBoMsLiCEuHRXJxMnyepkQog6o8qHk5lkYr+oD67e0O/R\nU/dF9XM8ENRgdFRtNnwGmbtQPe/FGBIPu3+GTbPxz0tl4OGNDLJvrDz1MEH8lJrAv11/4Znld9Fu\nxSDQYDbC3X1bUVxmY8PBXB4YGE1eYRmhfm50i/Rv4JsWQghRXySJEUI4aMfqZDKxXzQoQ/k3cG5+\n0Ocvpx6LGeJ4Aao4HzJ3Qv5hyN5L88UvMsb0E1oZeNn8Cfe5LCW0NAXQfLXsCj61DSVVB3H3p1n0\nMOykwODD3++5kYRweZgcQHp+MaVWO+H+7s4ORQghakWSGCEEcLISI0mMuCS5ekN498pN1SwaMnai\n2l+N+tdIIm0ZEH0F9hNZ3HZkMbeZFqNRlBjdcbWdoFBbeGhmCa8/MfGym0OjtWZzWh4Hsk5wvMTK\n8uRj/LwjHRejgS8n9KRTuC9pedn8b/daQryasTsrjaPHMwnxDOShnqMotpWxPm0vX277id/SF9An\neATvXf0wAAt2rcNkMNIvsgPuZplPJ4RoODInRggBwNo3/kS3vJ8oeiINNw8vZ4cjRM2VFjqekWM0\nO1ZU27UQUtdATopjDk6LzpTcFafAAAAgAElEQVSt+xfFVs3SIQsZ2TfR2RFflFKrnRKrjeT042QW\nFBPo5UpuYSltgr0I83Njzf5sFu1Ix67B29XAf7dtIq1wFwZTHsolB7PXNpShGG1zx1AWxrUxI/lv\nyidoU/YZ12pGV7Jtu9HGPAC0ViilCVQ9AE2mXgOAxRbFuru/a8i3QYizkjkxlz6ZEyOEqDMGu2M4\nmUkqMaKxcakyJEqpap+HUxrYCa/5Ezm+/j/QCJOY4jIbJoNi5sq9TF32HVa7DYMlHWUsxFYchtF9\nPwa7Fy3d40kpWgOGEgzmbIyuh1C+JbhVGUXX2qcNkT7h7Mk6TEpBMt+mTUUbFR09rsWozIR6hRDm\nHcLnO2aRZVgHuNHObSRt/WO4OX4wYxc+QqZhNQC+uhPHbRkUGw9it9sxGAzV34AQQtQxSWKEEACo\niiRGnhMjmiCPTtdQtOAR2mf9TH7xi5VDypbszEAp6Brpj6elbv5J3Hk0n3mbDjOubxTNPM89xGrl\n3iy2HMplVKdQQnxcAViXks0DszfSNsSLge2C2HEkn283pGE0KHTgbMyhmzjb/6WHWYSLm+NnV6Mb\n4R7t6BnaiU5BHWnp1RJfiy/NPZtXtt90JIUXl31An9DuPNr3ulP6uqvzlby58htujBtATMDJc1bd\n9TWbjqRwICedke26MXz2gxyyHeHo8VxaeMviCUKIhiFJjBACAKWtlGkjZvkmVTRFZjfSmw8k4fAC\n7v34e3p1SaRdiDfv/WsW7qqElzw6MOvBoQR7u2Kza75am8pX61J5aGA0JqOBT1bsZ9fRAga1D+K+\nAdGE+rqhtWbqT7vYm3GCvjEBdIv058etR3lvyR5KbXZ+2ZHBTd3DyS+yEhngjperiV6tArDa7bzy\n4y7+SMtlc5pjmNbUn5IZ0iEYLzcr83b/iMFnO2uKSlmzuQyDKRdLTAFGXLGpE/QM6cPVrYfRwrMF\nPhYftmRuoVNgJ7Zn7eKPjJ3c0G4EoZ6huJvcMRrOPZQmoXkk3/z55WqPeVgsPJN0y1nPS2geCYC3\nxZdDhZCSkyFJjBCiwUgSI4QAwGAvw4rxrN/wCtHYBfS8Bb5dwNUZ03l03kS6e2bxteUFAA6X+nPf\nTA/ahofwy44McvPzSDDsZcJn2di0AbNR0dzHjc9XH2T2moP0aR1Acx9X5qx3zK38cdvRyutEBXgw\noG0Qn/y2n+e/335KDJ3CfOjRqhmzVh3A18NKz/h0zF7b2ZK9iqUnzKiS45iCrRiVERejBQMmgt1D\nCPPqyLHiY/i5+vH6Fa/jbj45hK6NXxsAov2iGRV96jC6htDMtRkUwsG8DHrTrsGvL0RjUlpaynPP\nPcc333yD2WzGaDTy2GOPcddddzk7tEZHkhghBAAGbcWKTIAUTZdn7FDYOpQRyT8S6ppLZok7GIG4\nG2ix9Wti07/nP4eTeNTrZ273XICbNY/3XMayzn84b7X8Da/d37Jt0KO8fSSWJbsyKLNpYlt489Ed\nXdmcmsualGziQ30YFh/EzpxtDIntRqlV0czDhb3Hcpi59d/8sdeLzWmtCW+5DZvfPLaVFkAOtG/W\nnlKbDS9zG0bHDGNIxBB8LD7OfstqJMDNUX05nH/MyZEIcekbM2YMJSUlbN68GQ8PD1JSUhg2bBhl\nZWVMmDDB2eE1KudNYpRS99WgnxNa63/VQTxCCCcxaCtWJd9riCbMaIKbZsNPz5KwahoYoSRqMJZR\n76D3LeE5vZC/Gf6H8cRR8IuEYgP3ufyEct8La5YCELf6KT4c9H+ciLTzs+coBrrswHv/t7SIvZZh\n8Y55I8+vfJ6vk78m1DOUSO9ICq2FZBRmcMh6CPdwd0oyryDX4wcCjAE82ONB+ob2JdwrvGHfi+I8\ncPE8+ZyeixDi2QyA9BNZF92XEE3Znj17mDt3LqmpqXh4eAAQGRnJa6+9xj333CNJzAWqySeWF4Hz\nrZvYH5AkRohGzKht2KQSI5o6gxGuesmxFPP6T7EMehpc3FHdJ2Be+g9wbwbDp0KXMbD8ddTSlyAv\nFRJuhcQ74F8j4X9P4wFc02Y57FkEdiv8+FeI6M3Xvn58nfkbMSYvMkryWJ++HnezO1prroy4kp8O\n/IQl+AeC3YOZM3IOfq5+znkfFjwORzbB2J85ZemyWgjzDgLgWNGZSzQLcalYMO0P8jKL6qVvn0A3\nRtzX8bztNmzYQExMDM2aNTtlf69evUhLSyMzM5PAwMB6ibEpqkkSs1lrfc6BekqpX+ooHiGEkziG\nk0klRlwGlIJhL8Og/zu5PHPfRyGwHbQe6HiwJkC3sbDidfAMgmH/BIsXjFkABUdg9XRI/hEs3nzV\ncSjTMtfQIX8DK8pcaW61MuPADnzsdtTg51F9HQ+G1Fpzxw93sClzE1P8u+FXVgrH90DKMuhylyOu\numIrA2U4WWk5sBKOH4UO1zien7P1a4jsd9EJDEBLX0cSk1MsSYwQ56Pq8v/zy9x5P7ForQfWRRsh\nxKXNqK3YlFRixGWk6vNlTC4Qe82pxz0C4O7/cQQr29PXMCB8AIXBHdjv6samzqNZbM7H3781izJX\nYzFZWOFmp4NnOG+1GYOfbxTMvReWvAQtOsPOBaiofkwb8BYHN84k9qfnYfvPUJwLJzIhtAs07+S4\nrt0Oy1+D9iMhqBYT5e12mHEleATCrf8Bawl8dSsUZkHUFWB2A22H/o/X/r2rIsrPkcQUlOXWSX9C\n1IeaVErqW+fOnUlOTiYrK+uUaszKlSsJCwuTKswFkq9dhWgCykpLMLuc+3kU5+NIYuRXghAVMgoz\nOGAo44lfnyCrOIvYZrHsz9tPobUQAIvRQknmBvxd/fn38H+jtaa5R3PMxvI1/kZMhc9Gw2ejHNtr\npuMV/ydiy8qHtGTtPnmxlBUnk5ijf8CSKZC+BW787GSb1DWQcwA6/unkvqy9sON7x3A3z/IPQLt/\ngsMbQBmhKBf2LnYkMEGxsP9XR5uwbo5KTB3wdfNA2y2csOfVSX9CNFUxMTGMHDmSCRMmMGvWLNzd\n3UlJSeGxxx7jmWeecXZ4jc5FfWJRSn2otZZZSEI40eqvXqb9jrfIHreC/YtmYMhLoftfZp/SRtvt\nbHjjeuwGM2HXvUjziLanHC88nkeALZNUl6iGDF2IS4bVbmVD+ga6BHfBaDCy4tAK7l10LwAmg4kB\n4QNYkrqE1j6tGdFqBJE+kfQL7Ud2cTYuRhcC3ALO7LRVEsReC3t/gRGvw/qZsGUOGC0Q0Qe6jQOT\nK/zndkcS0+t+x3kZOxx/7vkFrKWOKtG+pfD5jWArgdRVkL4N8tIg/5CjqvLHV3DnfPBoBr+/7Thf\n2yBlueO6BjPcMQ9K8mHnfGgzrE6HrxntnhQjSYwQ5/PZZ5/x7LPPEh8fj4uLS+USy+PGjXN2aI3O\nxX7t+n2dRCGEqJGczCMYzS54+54sQ5u8gvGmkO1LPyN+/ww8VDGH9m0jtFVsZZs9f/xGlwLH1LVj\nn66m+KntnMjPIfPADrwCWnB40yK6qSLyY65t8HsSoqGV2cqwY8diPFm9/G7vd/zt978xPn48D3Z+\nkA82f4DZYObO2DtJCk+iU2Anjp44SpB7EAZ18oGwLTxbnPti189wTPw3WcC3JcwY4khE2l0NcdeV\nd5IIB34Du80xhyWj/NkypQWOJCRjO/wyxZHw+LeCtR+D0QWC4yCko2MltVXvwbz7IekpR18RfRx/\nrnwPDq50JFOegY5Xn7/U8TsKZuVFKTl13q8QTY3FYuHVV1/l1VdfdXYojd5FJTFaa0lihGgghcfz\nKHuvNzkGbzwmrcdocvzv267ftRSvfoLY3dPxUMUApK74ktBWL1aee2zNHGKA7eY4OpRtZf++rZi/\nvoN2+ih2rXBTXhRqC+2vHOuMWxOiQT2y9BGyi7OZPeJkxXLFoRUAfLTlI/JL89mcuZnrY67nL4kn\nP/CHeIRc+MUMxpOT68O7n0wu2g0/2SayL6StcVRsovqfrMQAzBnjqJ74t4brPwbfCNj4mSMp8Ys8\n2S4nBXYtBHuZY/uqv8N/7nQkMAYz9Kub+S9n42bwoVinYrfbMRgM5z9BCCEuUo1/0yil/q+6V30G\nJ4Q4afOclwgim1b2FNZ//37lfg8vX3Z49sBLOcbZF2sz/gd/rDyu7XbCjvxMJn6ciL0FgIxtywjT\nR9lh7kCKMQJ/8tnqN+iUCo8QTVGZrYyVh1ey5dgWcotz+c+u/7AnZw9rj64l3Cscf1d/vtr1FQZl\n4K64eniC9nUfwW3fnpqARPZ1/Pn5DTBzhCOJCY5zVG5K8qHzbTBxBYQmOoaL9X3k1PMBut4FaMeS\nz807ORYTaF2+5s6ApyEkru7vpQoPkw/KYCPjhAwpE0I0jAupxHhV+dkVGA6sqttwLpxSagBwG46Y\ncrTWDzg5JCHqXFZ6GvEp/+KQIRh3XUjE5jcoGTYWi6tjdSVb25GwYQV7jK3J9Yiia/4iDqfsIj15\nLab1M4jXh1kdcB1+LeNgE7jvXQBAXuRQOo5+mNXzpxEz8A5n3qIQDSI5J5lSeykA3+75ljfWv4G/\nqz+5JblcG3MtE+InsClzExajhQjviLoPwCfU8aqqVRIMft6xZPPBlY59Eb2hxz2O5ZzbXX3++Sut\nB4JPuOOZNl3GOPb1fxyCYx3LN9czb4svhwphX3Y6IV5OevaNEOKyUuNKjNb6iSqvB4HugFttLqqU\nelsplaKU0kqpuNOOxSilfldKJSul1iilOpwnriVa67Fa61uBCKWU17naC9HYaLudA59NxFMVkd5j\nEjsjbiWYLHavW1TZpu0VN7LH2Jqc+LuxdL0NgLzPx9D+t4dpV7yZbLxp1m8szVvHA9C+eDMAHmHx\nuHv60OOmp/EPCj3z4kI0AUXWIkpsJQD8ceyPyv0zt84EILv8+SY9Q3ri6eJJ39C+dAvp1nABGozQ\n92HHs2gqBLWDsK6OZZZrMgHfYHQkLSEdIe4Gxz6fMOg+Hoz1v+pgM1dHFXfGxnmcKCmp9+sJIUSt\nB65qrbOA1rU8/WugL3CgmmPTgQ+11m2AV4AZAEqpEKXU0tNeb1acpJS6GtiutS6oZUxCXHJWfvwI\n21/uT+KJ5az3TCJx6BiadRoGwPGdSyvbefn4E/3cBrpd8wDx/a9lrc+VtC/bjgtW9g7/Ev/JqUR3\n6ouXjz+Z+GFSdgBCYhKdcVtCNJhSWyk3zb+JCT85FtLckrkFAJMykVOSg5vJjQC3AMwGM52DOzsz\n1JPDwACCzvn9XfW6jIGJy08+rLMBDW7VE223sCbv3/z5m6cq9xeV2iiz2WvUR1GpDa11fYUohGhi\navz1jFLqviqbRqAHcKw2F9VaLyvv8/RrBAGJwJXlu74B3lVKRWqtU4Cks8Q2DgjTWj9V3XEhGqP9\n29fSK+0TSrWJ3eYYWt35AQCt4ntzfJ4b3umrz3pumzHvs2PaSPLCB9Ozx5WnHMtwaUlgaQ55eBAQ\n0rJe70EIZ1l9ZDUL9y/E3eTOvrx9AGzL2saWY1sI9wrH1+LLlmNb6B7SnfsS7iO7OBs3U60GF9St\nK56CxS9AeA9nR3JBro/tTZ+WP3P1nNtJsf9Kam4WgR4+9PnoYdr7xzJ5yLXc/f0kvG1duKvzaG7o\nEsbm1FzaN/fGxWQgs6CQpJn38+d2N/DMoOFsO5xHxzDfOolNa813mw/TMcyXqACPU47tyjzMxB+e\n4a0r/0bHkMg6uZ4QomFcSI25am3dCmwFHqzbcAgHDmutrQBaa62UOgi0BFKqO0EpdT3wN2CBUuoD\n4DmtdWY17R4FHq3Y9vHxqePQhahb6UumEwXsG/El7boPqdxvMruw1z2e9oXrKTpRgJvHmSMoffwC\n8HlmZbX9HveKgqzNHDZH4iOrCIkm6FjRMR7/9XFySxxPkPd39Se7OJt3N75LSn4Kw6KGVSYxfUL7\n0KFZLaoe9aXtMMerEQrx8mNoy+uZd+h1pv7+BR38O1Dm+SubCnby96Wl5BrWkmtYy/O/7QDjvfzf\nyicZ3Px23r7mJlam7sDgvY45h9dhWGxi9p53eGvAmwxpF43VZmdXegGxLU79d7u4zIbRoDAbz/w9\nZrdrpi/bh0bTOtCTv3y5CX8PF74Y35O2ISd/Z87YMJ9jeh0frf+Od0Y8VO/vkbi8RUZG4urqytat\nWzGVrzDatWtXpk6dSlJSknODa4RqnMRoret/ZmD5pU7bPudgYK31NzgqNufuVOvXgdcrtsPCwqRm\nLZzm0L5tZOzZeM42HTIXkmJoSduug844VtSiFy5717B1wy/E9Rt9QdfWzWIgC/K9Yy7oPCEudXkl\nefx91d/Zkb2D3JJcxsePZ8uxLUzsNJF/rvknKw6twKRMjG49Gh+LD8k5yVwZceX5OxY19ljvPzHv\ny2n8emQumzI2gQKDJZ3VGb9g8oAgl9akey/j+VWHMbof5Jdj08kuHEXW8bLKPr7d+xVG9wN8s2Mp\n/VpHcdfsb9mYN4//6/0Ut3R1zOvTWjP0zWUEeln4fFxPXEwnE5kym537P9/AT9vTAfC0mHAzGyko\nLuOeWetY+sSAyrZ7cx1VupT8/Q3x9ghBSUkJM2bM4J577nF2KI3eRc32U0qFaK2P1lUwQCoQppQy\naa2tyjHeLBw4WIfXEMLpUld9S8/kqedttz3mfiKrqZb4xw6CvW9RsGspXGAS4xWZCMmgWjh5/L8Q\ndWxp6lJ+SPkBN5Mbd3S4g4cST36zfm+ne3l307v8tftfKyftzxw600mRNl1+7p4k+Ixi0/H/kE06\naAMoOyaPffiZIvh7/8mMX3Q7uO0GuxllPsZzi2cQ7n6yGlZq2YACtmbu4qGvf2SLdSpmn0I+3TaT\nLhGPsTUjhfiAeFKyCknJOcaj383l3euuqzx/xor9/LQ9nUHxZnZkbyQ918Jfeg3nUG4xX61LJbOg\nhEAvx4NO04tSQUFmcVpDv1WXHJvVBoDRZHRyJE3b888/z6RJk7j99ttxd3d3djiN2sUuWfIDUGef\nhLTWGUqpjTiWTJ4JXA+klM+HEaLJaJ44gnWeAedsYzC70mXQLdUeaxXfi9W7nyasy4gLvnaHnkPZ\nrr4ksZoKjxCN2basbQD8d/R/CfU8dbW9AS0HMKDlgOpOE3Xs02smcfUXRzlkW8aAkJtZkv45AH3D\netAzNIEQYw+O2lbzZOd/8sqGZ/k94wcGBURWnq8Mjg/TWaUHWZ7zMSb3YkzamyP2Fdz03VbKjOnc\nGPQxYMc78jOW5h/gkW/8uKVLJ44VlPDWot1EBNpINv6TAu8c3L3Bt3kgXm69Adh1tKAyiSmwHQET\nFOojDfoeXWrys/NYe/V1NMvL5HBoDIPmfY7FzdXZYdWp/77yAnnpdfm9+0k+wSFc+2TNHp2YmJhI\n//79eeONN3jmmWfqJZ7LxUUlMVrrWiUwSqn3gNFACLBIKXVcax1dfvgeYKZSahKQD9x5MTEKcSmK\naJdIRLvarwxmMrvQ489/rdW5ymCgQ6/GOeZeiHPZnrUdH4sPLTxaODuUy5rJaGT+zW+zLGUbA1rF\nM2jOz2QWZTA4qg8A/77mNVYe3ME1HXryzqbXOFFWRHpB4al9KBfsrodQxhN08OtMC0tnFqV/jJVC\nFPDvjUuxNMtAW1JQwPfJy/nv2kIwFGP22kFw9F525ObwcOLDzEmew7ub3uK6iFIMljJ2Hs2nb0wA\nBSVF2IzHUIA25pF+PI9gz8tvvqzdbmfpPY8Sk32YPIsnUQe3c2T3QSI7tnF2aE3WlClT6NGjBxMn\nTnR2KI1a/S8eXw2t9f3A/Wc5tgvo1bARCSGEaMysdiu7snfROajzGStfioZnMhoZ2LojAP3D+rFg\n3wK6BHcBINjTh2s69ATAYjJzoqyI5Iw8cDxqhkC3YNr4xvLbkV8AGBzVhyvDR/Pz3H9hxhurIQvl\nuQ2Lzx+EeDTnyIkj9IrNIcm/A8uzP2B9zkJ25MLQyKGMjR9Lx8COjP3fWD7f+zpu4d7sOOJY+W1t\n2m6U0mi7CWWwsurgTkZ3aFyrwl2I3Wu3suvbBRiMRoa+8Cg/vfQeni3DKDyaQcyW39kTk4iOjMLn\n52+wlpU6O9w6V9NKSUNo1aoVN998M1OmTHF2KI3ahSyx3Bp4E+gEVNYYtdZB9RCXEEIIUWP78vZR\nbCsmNiDW2aGI0zzR7QnuirsLH8uZVQ43swWKbRw7Xoh7M7g/4X6uib6GuXvmViYx3UK6EeEXxPtJ\n/ybSP5hr541G+6xHK829ne7lk62fkFG6nZt7BPPhf5YS7RvNk92erJz71C2kG3NHz2XSiklsy9zN\n1kN5PPrVJg6VrQHAV3Ugjz/YdHR3k01ilrz/OQFvv0Rr7Xhmz4+rfyMqdScA3spIlocffT58k99e\nmQaAtcTqtFgvF8899xwdOnTAbDY7O5RG60LWV/0Y+DdQAAwC5uJIaoQQQgin2nbMMR/mklouWQDg\nYfYgwjui+mMuLqBsjhcQ7B5MiEcIMb6O1RPdTG6ViWm/qA6E+zSjR/NuKKVxM7pzVeRVdAvpxuET\nh5mxdQaF1kJubnczvVr0wmQ4+T1tK99WBLoHopRjueZvNx5i45FkAHo17w/A7py99fYeONOm/60g\n8K2/U+DqRdaklzji14Ko1J0c9QnmiJ9j6KXHS//Ev3kgyux4z6xlZefqUtSBwMBAHnroIY4cubzn\nY12MC0lifLTWXwF2rfUWHHNXhpznHCGEEKLebc/aDkBsM6nENCaeLhaUsqHKk5iKxCPazzFNNjEo\nEbPh1G+q+4c7hqKNih6Ju9m9suLy4R8f4mZyY3jU8GqvZTaY0coK2PFpPQ2XwJ8BGJMwHK0Vh080\nzYVQ0zf+gRGN/eGn6HvHtbT+eDrJ3QcTMf0Dev78Pc3mzafzVf0AUOXPLrFJElMvUlJSiIuLq9x+\n7rnn0FrLM2Jq6ULmxFT8F12glIoA0oHqv1oRQgghGlCYVxi9W/SmuUdzZ4ciLoB7ZSXGMcypIolp\n6dWS8fHj6Rva94xzhkYNZUf2DsbFjwPgirAruLrV1eSX5jMwfCCeLp7VXqsiGTKZSrG7HMTXHEik\n5Qpig8PhRCxG95Aax/3lmoMczivm0SHVT35fuOUIi3dk8I/r4nExGcgrLGN3RgFdI/1rfI26Yi9z\nDA2zeDvel4jYaCI+e6fyuHubyMqflbE8iSmVJEZc+i4kiflVKeUPvAusA0qAOfUSlRBCCHEB7oy9\nkztjZTHLxsbF4IJS9srhZBVJjFLqlOf8VOVj8WFy78mV2+5md/7R7x/nvVZF37880YsRc2FwZH8m\n9/6b41jWXQSYvWsc95z1aew/dqLaJOZEiZVn524l+0QpzX1cuTepNTd/tIodR/NZ+ngSEc08anyd\numC3OpIYo8v5514YKoeTyZwYcemrcRKjtX6y/MfZSqnlOIaXba2fsIQQQgjR1JkMJlDWk0mMqr9F\nUysqMTZKTtl2xGHAarfXuK8ym50y26ntU7MLef77bRgNiuwTpXhZTExbuod5mw+Rml0EwLLkTG7v\nVbdJzMaDOcxefZAp18ZhqeZBlbo8ITHWYAK5Km9jl+FkohE475wYpdQZT+TTWqdWTWCqayOEEEII\ncS4ViYRSjg/NZmP9rdRUca1Ca+EZ1zIbFWU2XeO+ymwa62ntP1y2j0U7MvjftnRa+rvz/+zdeXid\ndZ3//+f7vs85WZpu6V5SWgqtpQ2llAoUUIsgKoNVB/Xrj2VQyqbihssI6nwr48xwITCogOCAoIzL\nT2EGEVxBClRA9h1aCqQ73ZK2SbOc7fP94yzNcpLcJ8lZ0rwe15WLnHPuc9+ftHdD3nkvn///oqXM\nnz6GRMJxznEz8T3j4dd3DsFX0tVP/tbAb57exONvNuZ83cVTf7Z+uP8A0QupnEyGjyC/8vgz0N+u\nfEGOEREREcnKlHh9aNFE/rKNLhPFCnWt1lg6iPE6BzFej8xKX2KJZJfMTWs0zt3Pbmbe1NH809JZ\nLKwby/zpY7j38+/KHvPylj089sYuYokkYT+fuUq9c87x+Ju7APj7m7t4z9xJPY+Jp7NcFZF+z5cp\nJ8uUoA1Xmb2inAsemEpxZf5uBrOvV5DvFu8wsyf6eN3IblElIiIiEkwmGzJ3WkUqiClkOVn6Wm3x\nVGlXl3Iy33pkVvoSTySJJRzOOZ5a38R9L2yluSPOWccezJnHHpzzPe+aM4lnNuzm+Y27h6zB/82d\n+9jRnCqP+/tbvWViUgFJKFBPTLqcbJhnYjzPo7Kyks2bNzNlyhTtxVJmYrEY27Zto7KyEs8beEAf\n5LtF7lmFXR14W7uKiIhIQWWClvZ4e+pxATMx3cvJIn6k02sesbx6YlIBT0tHnP/vx48TTzpGRXyW\nLzqo1/ccN3sC33/gdZ7dMHRBTCYLMyri88Km3bRFE1RFuvXFZIKYAD/IZzIxiTwzMX9cdjqxJcfy\noau/ndf7CmnmzJls376dhoYGZWTKjJkxbtw4Jk+ePKjz9Pvdwjn30KCuICIiIpJDJmjJlR0Zaplz\nt8V6XiscMlrb8isnA9jbHieedLxn7iS+ffp8xlb1vv7Ma+2xRN5r76y5PcbWPe3MnTI62wdz9tKZ\n3PzQmzy7oYnjD+vaprw/ExOkJybT2B88iInH4sx8+w3eeC34dLdi8DyPqVOnMmXKFJxzCmTKhJll\nPwarcL/yEBEREelDNrBIBzFF6YmJ9+yJCXlefuVkydSxbdHUD/uHTBzFYZNz70+TEQmlfmjLp/cm\nlx+teoNbVr/F0986hRc27eawyTWcOn9qKojZuLtHEEMiHcRU9B8gZpr/85lOFu1IF+PEy7MEbah+\nYJbyMzSdZSIiIiJ5KkkmJse1UtPJ8sjExFPHtkYT2ff3J5Su/Y8lB5cR2NUSJRpPsq8jQVs0wdiq\nMLWjUqVx+zpyZFAyjf1Byski+Y9YjrWnenK8eJzmV1/j/rMvZvvDjwZ+v8hAKYgRERGRksg02xe1\nJyaWa8Syl9+I5XT/zJ/ygSoAACAASURBVL6OdIAQYNpYOJQOYuKDy8Rkrp2akOYIeZYNonIGYuly\nsnCA6WR+KDOdLHjJW6w9lYnxEjFefGYtBz31EM89+XLg94sMVOAgxsx8M/uimV2ffnyomb23cEsT\nERGRA1mmsb/k5WS+RzyPTEym9Kwt3TsSZGRyn4FGHjLBViyRJBZPEgl5RNLXzxmIJdLZoiBBTDoT\n4/LJxHSkMzGJOLF0aVnUem66KTLU8vlu8UMgDJyYfrwL+BXwzqFelIiIiBz4smOPE4UPYvosJ/OC\nb3bpnMv2xGTKySIByskygUY0j4xPLplMTizhiKb3nAlnz50jQEoEH7GcDWLymE4WTWdi/HicRDqg\niRXw71EkI5+77Hjn3CIzexbAObfbzPoP60VERERy6J6JKWhPjN+tnKz7ZpcBRyx3Dnb298QEycRk\nsiWDzcTsLydLbZxp2VK1XNkky45Y7v9Hvv3lZMGDmEz2xUvESaQ/jyuIkSLIpyemvfMDM/PzfL+I\niIhIVjYTEyteJmZfbF+Xa0Nqs0vnIBGg6b5zENKWRxATSmdr8ilbyyWTbWmPJUi61LVDXqZUref6\nLREnieGF+v+zDUXSv5vOI4iJpwMXP7E/E6NyMimGfIKQF8zsLMDMbBZwI/BwIRYlIiIiB75M0NKe\nKHxjf/eemM7XyidL0nkU8770iOVMJqQvYa+PvpU8ZNa4v5Stv3KyBImAu6L7Fak/k3zKyTKN/X4y\nQTKa6qWJeQpipPDyCWIuBd4NTAP+nn7vPxdiUSIiInLgK+Y+Mf2NWIZgQUznsrO2PHpiPM8IeZY7\n0MhDJgjqXMrme4bvWc7JZ5ZIkAiYGQmH8u+JiUdTQUwoESOZ/rxD5WRSBIHvMudcC3BR+kNERERk\nULrvE5PpkSmEHiOWu00nAwJteNk50MmMWA5STpY5bqh6YlrTWaBMmVpve91YIk4iYGbEz2yImceI\n5Uw5WSiZwKWDmFgB/x5FMvIZsfwdM5vQ6fFEM/u/hVmWiIiIHOgygUTSJQl5oYLurN5jxHKnnpjI\nAMvJ8hmxnDouv001c4mmsy37uvXj9LbXjSUTgYOYUHY6WfARy4no/p6YTBATNbVMS+Hlc5d92Dm3\nK/PAObcT+MjQL0lERERGgi59KQWcTNb5/JkhAl0yMZnG+ACN/Z3LwfKZTpY5brA9Mdnxzh2pACqS\n7seJ+F7OUjUvkSAZNIgJp/9MEsEzMZmJZOFOmZh2ZWKkCPIJYnL9eqSw33FERETkgNUlkCjwD77Z\nSWg5emL2l5Pl2difLieLhIJlkIaynGx/JiZTTpZ7w04vmSAZsLE/lCknS+Q/nczDkWxP/dlqOpkU\nQz5BzFozu9RSPDP7CvBaoRYWlJnNMrNXzewmM1tZ6vWIiIhIMJ0zMYVs6of9QVLcpUvAvM7lZHk0\n9ncesZwuJwsFDBLCocGXk2Wa9zOZmEwWKOTn3rDTSwQvJ4tkRyznkYmJdio9a02V6nVoBw4pgnzu\nsi8CpwNtwD7gA8DnB3JRM/uBmTWYmTOz+m6vzTGzR81srZk9YWbzA5yyGagEGgayHhERESm+riVd\nxcnE5Ly2H3z88aAb++ODKyeLZqaTxbpeO9JLlseSCZJ+0J6Y9N9BHpmYzEQyAK8tlYnpUDmZFEE+\n08m2AO81s1Hpx/sGcd07gauA1Tleuxn4sXPudjP7GHArsNTMpgK/6nbsc8CXnXPHWKob8E4zW+Wc\naxjE2kRERKQIuow5LlJPTPZxt80uIWBjf6e+meyI5aDlZN7QlZO15Sgny9kTk0zgAgYx4XRjv+XR\nE5OMdQpi2lOZmHY19ksR5BUqm9k04BAglJkg4pzLe8PLzHu6TyExs8nAYuDU9FN3Adeb2ax0YLKs\nj3M6M9sOjM53PSIiIlJ8Rc3EdA9ivFzTyQJkYjrtxdKa73SykNEaG6KemG7lZOGQ0drW89x+IkE8\nHAl0bss09uexT0zncjK/I5WJaUc9MVJ4gb9jmNk3ga8BbwKZEN0BxwzhemYAW5xLFaymA5MNwMH0\nUipmZsuAc9JraXbOvdjLcZeS2rATgLFjxw7hskVERCRfRe2J6Xb+XNPJgjT2x3JkYopZTrZ/n5gc\nI5ZznNtLJkj6wf5szfNIYFge5WSuUxAT7mgngRF1hRuVLZKRz3eM84DD0qOVC6n7v8A+/yU451YB\nq/o9qXPXAtdmHtfV1Q3uu4iIiIgMSrlkYvLpiYkPesTywDMxzrnsGvelN7uMdNknJkc5mQteTgaQ\n8HwsObByski0nZgfGnTJnEgQ+RQtvl2EAGYjUGeW6ghL97nMADYU+LoiIiJSZMXMxHQOWnzz8TtN\n7MqWkyXzm06WCWIiAYOY3vZyCapzkNWaGSqQ7sfprbHfTyZwAaeTQTqIyWM6WedMTEW0nZinIEaK\nI58g5k9mdo2ZLTaz+ZmPoVyMc2478CxwdvqpM4AGNeqLiIgceErV2N/9WpnG/nig6WQ9jwkHbOxP\njUEe+A/48WTv/Ti9jVj282jsB0h6Xn7lZLH9x1bF24l7/qA39BQJIp9fe3w6/d9/7PScA2bne1Ez\nuwH4MDAVuN/MWpxzh6Vfvgi43cwuB/YC5+Z7fhERESl/peqJ6RnEZMrJ8svEZM+XRzlZkECp12vH\ne/bjZPao6a2czE8mA/fEQKacLHiglYx36olJJpSJkaLJZ8TyIUN1Uefc54DP9fLaGmDpUF1LRERE\nylMxe2LMjJAXIp6M99gzJp/NLnMFIUGDmIjvEU86kkmH5+Xf/B7NsUdNpFM5WfdzJ5OOkEtAnj0x\nXh6ZGGKxrg8VxEiR5DXI28w+bGb/nP58upkdUZhliYiIyIGumJkY2B80db9WJpsRqJwsR5YiaE9M\nZk+XIL03Oa/dKThoi3WfTtbz3LFkEj+ZxOWRiXGej5dHY3/PIEblZFIcgYMYM1sJXAysSD/lgJsK\nsCYREREZAbqUeFlhe2I6X6+3nphA5WTxnsdk3t+fcB5T0HJeu49StlznjkXjeDgIFW46GfGuQUzc\nCwUaVS0yWPlkYj4CnA7sA3DObUUbS4qIiMgAdWm29wsfxGSu1z2I2T+dLMCI5RzHhAKWhmV7b3IE\nQkH0GcSEep47nh7DnE8mJun5eIl8MjFdS89iXoioMjFSBPkEMe3OuTzuahEREZHe+Z6PpbeDC1nx\nysm6B0z5BBfdRyRHfI/UjhD9iwyynCyaYzPLTACWa0x0LJrewyWPnhjn+fiDyMSkysmUiZHCyyeI\nWW9mJwLOzDwz+xbwYoHWJSIiIiNAb30qhdBbOVmmnyQeILjo3jcTDlhKljp26MvJMqVs2Z6YzuVk\nHekAI5RHJsb38fIIsizeNROjcjIplny+Y3wB+ClQD7QCjwBnFWJRIiIiMjKEvBDRZLSojf09g5jg\nwUX3QCJTxhXo+jlKvvKRK8jav09MrnKyVBBjeQcxwTMxljMTo3IyKbx8RixvAz5gZtWA55xrKdyy\nREREZCQI+2GIF2k6mZ87iMmrsb9HJiaPICaP/Why6aucLNe545nJYXlOJ8unnKx7Jibmh4gmkjjn\nApfZiQxE4LvazN7d7TEAzrmHh3hNIiIiMkJkemG6BxbFvFYmAAgyYrl7qVTQ8cqp66Z+dureVxNU\nzsb+7D4xPc8d70j1xFge08mcH8ovE5Po2dgPkEi6wFPbRAYin197XNPp80rgHcBLwOIhXZGIiIiM\nGJnsSFEzMd0a+8Nez6b43vQoJ8unJyYUPFgKcu3U9XsfsRyPxlJjE0LBA0Tn+/h5zHHyumdiPD+7\njjxiJ5G85VNO9s7Oj83sGODcIV+RiIiIjBiZ7Egpe2Ky5WQ5yrW66z6GuZjlZMGCmK7lZGHAwvmV\nk4WSicDlYF4vmZhoIkkVimKkcPKZTtaFc+4JlIURERGRQShqJqafxv4g08kyjfOV4a7BQxC5Sr7y\nkWv/lUwmKDs0INFznxjLpycmFMJPJkkE2DMHwEt0b+xPXUsTyqTQ8umJmd/poQ8ciza7FBERkUHI\nBC/lMGI5yFStzGaX1ZEQ7bFoftPJBjtiOcdUs3B2n5ieX0MivU9MPpkY/BC+SxJPBisHs0SCdj9C\nZSJ1rXincjKRQsrnO8Z9nT6PA+tQOZmIiIgMQm/ZkYJeq7fNLgNNJ0sdUxVO/bAeyaMnJp9NNfu6\ndpdzpocFhLye507E0pmYPEYsO9/DwxGLxakM9x/F+Ik4HeGKbBCTycRow0sptHx6Yg4p5EJERERk\n5OktO1IIvZeTpTe7DBjEeAYV6XKyTPAQ6Pp5bKrZ27U7i/hetm8lVzlZIj1i2csjiMlsjBnviEJ1\nRb+H+4kEsXAFtDen3ucriJHi6PeuTu8L0yvnXOvQLUdERERGkkxAUdJysux0siAjlh0h38u+J59y\nssw45ly9LUFkSrQivkc0kewyGS1Xv00ivdmll09jfyYIicb7OTLFT8bpqB4NzeknwpEuaxUplCB3\ndQvggFz5UgcaPSEiIiIDk+2JsdI19nue4VmwMq9oIknYs+xEs3zKycJDVE5WXeETbU12CaBy9dsk\nM5mYcPAsl/npnpZ0P01//EScRGR/xsaLhLusVaRQgvz6YKFzznfOeTk+FMCIiIjIgBUzE9PbPjGp\n57xs035f4glHOOT1GG0c6Po5Sr7ykQ1i0r0qna+da8RypifGy2OfmP3lZLF+DkwfnkyQCEdIpH/X\n7UUymRgFMVJYQf7l/QzAzFYXeC0iIiIywmRLvHIEFkN+Leu9/ybse4F+8I4nk4Q8b/9o43yCGC8z\nQWxwI5arKzJfx/4sUHZMdKdz78/E5PE750wQEwsexLhQKNsL41eonEyKI8ivPSrN7Axgmpmd1v1F\n59zvh35ZIiIiMhJkMzHFKCfze5+EFvItUHARTTgivg0yEzPQnph0JibidzkfQCSU6YnpNGI5k4nJ\nq5wsHcRE+w9ikklHKBnH+WHiXoiKRIxQRUWXtYoUSpDvGN8ALgYmA1/r9poDFMSIiIjIgBRzn5i+\nxjmHfY94kH1iEklCvpcdl5wJHgJdP49RzrlkemmyQUynACo7YrlzJiY+gCAmk4kJ0BMTjccJuSQu\nFCKR3h/Gr1QQI8XR73cM59w9wD1m9n3n3BeLsCYREREZIYraE9PLPjGp14JlYmLpqWCZUq68MjH+\n4MrJMu8bFcmU4OXoiek0NMClMzF+PuVk6UlmmSxOn+tJ9824UDhbThaqiECHysmk8AL/y1MAIyIi\nIkOtHEYsQ6o0K8gP3vGEI+wPrLF/sCOWu/fEdJ6MlskIxXL0xPjpscdB7C8n6z+IibZ1pD4Jh0ik\n3xepUiZGiiP4vzwRERGRIVYOm12m1mGBNqGMJZOE/P0jlvMJYkKDLScLMJ0s2mXEciYTEzxAtEwm\nJkA5Waw9HcSEwiTTQUxYPTFSJApiREREpGRKUk7W63Sy/jMksXgqE5PJquS3T0zq2PgAf8CPd9on\nBsgGUqlz9wyQXCIdxETyyMSEgpeTRTsymZhwNhNTUVWZXofKyaSwCv8do8DMbDrwI2AbMA74tHNu\nX2lXJSIiIkH0FVgMtb7GOYd9j5aO/n9wjyeThD0vG0CEBlBONvDpZOlyshyN/blHLGeCmOA9MV42\niOl/OlmsPZWtsXCYRPp9kepKIK5MjBRcSTIxZvYDM2swM2dm9d1em2Nmj5rZWjN7wszm93O6BcBD\nzrkLgc3AoYVat4iIiAytok4n62fEcpDpZNF4knBogCOWsyVfA90nJjVUIOKngpJIp2vn7LeJZ8rJ\ngmdivGw5WYAgpmN/EOPSmZjKSm12KcVRqnKyO4ETgfU5XrsZ+LFzbi5wFXArgJlNNbNV3T6uA54E\nTjWze4CDgJeL8yWIiIjIYPUVWAy1uePnMjo8mtljZ/dchxd0s0uX3uwyE8TkUU4W6jlBLB+pyWge\n4VDPfpxwrsb+dBATjgT/s82MY868ty/x9HQyC4dJhlLvqxxVlV6HysmksEpSTuacexjArOs/fDOb\nDCwGTk0/dRdwvZnNcs41AMu6n8vMLgVucs7dnf78dOC3BVu8iIiIDJnTDjmNaCLKoeMKX0hx5KQj\nefTMR3O+Fg4FG7GcmU4WSo9YjoTyaOz3Bj9iuXM/TufNLnPtE5PNxOQTxITyyMREO/DplompzvTE\nKBMjhVVujf0zgC3OuTiAc84BG4CD+3jP74F/MrMbgHcDf891kJldamabMh8tLS1DvHQRERHJ18wx\nM/ni4i8WpZysLyGv/8Z+51y2pCsTQAyknCyWHGBPTNylrp0jC5RrDxoXTwUioTymk2XKyZIBemLi\nnXpiMpmYqkwmZoDZJpGgyrGxv/u/7D7ztM6514B/7Pekzl0LXJt5XFdXpzyniIiIAKkgoL8Ry4l0\n8BHyvQFtdul7hu/ZgH/Aj6YzMdnxzt7+a5sZYd+Ixjv3xCRS663IpycmU06W6PfYRLqczIuEceng\npzqTiRlgoCYSVLllYjYCdWYWArBUvdkMUtkYERERkUFxvfxwnRmxnCoCyS2TqektGxJE2A9Wtpb7\n+smuG22Gul479TX0HLEcGkA5WZBMTGYvGS8SoXbcaABGjx2VXatIIZVVEOOc2w48C5ydfuoMoCHd\nDyMiIiIyYJvXNPHjLz3EY/+7jkS3bEhmVHK8jwxCLJ2pSY1YzuwTk9+PUkH3o8kl1Y9j+3tiul07\n7Htds0mZxv5w8CDGz5aTBWjszwQx4TCLL/0MU/7l21TWVAMqJ5PCK9WI5RvMbBNQB9xvZus6vXwR\ncJGZrQW+AawoxRpFRETkwLJjYzPxaJJn/rSB3173LO379mcbMuVh8YQjGk9mS8c6y4xgTo1Yzr+c\nLHP8QEcsd8/EdA+gwr5HLGc5WR6ZmPTGmP1NJ1u1Zjt/fHYjkNpMs6p+AbVnnpldU1/BoMhQKNV0\nss8Bn+vltTXA0uKuSERERA50bS2poOXg+bVseKWRX//7kyx413RGT6ikOpb6ofv4Kx9gT1uM6kiI\nQyfX0NIeo6k1xuTRFbxzVi1A1xHLeUwng3TvzSD2iampDPUaQEV86xogJfIfseyHU3vQZIYCZDjn\nSLrUPjk/+dtb/M+v/8rZr60C4NDp47LHZTJUAw3URIIqx8Z+ERERkSHXng5i3nfeAtY+uY0n732L\nx+9+E4DpBhdPGssm3zF6fA17kkle2tVGTVWIRaOqWNvYyh1vp7a3mz1pFIdOqiHkGTNrq/NaQ9j3\n6Bj0PjG5y8lC3XpiLJHKxFge5WSh9MaY25ta2by7jacaGmmPJbjlkbd4c+c+wr4xoWkbP/jbTVRH\n2/Cqq5m4YF6nry89JU3lZFJgCmJERERkRGhrjmIGFdUhFp5Ux4ITp7Nl3W7aWqK8snoLbs1uDgcg\nRh2wAA9IAlGWeGGmHTmV6uowodfbaH6xmRsOncmYGDzzp/Xs3tbK8WccRkV1iJce2kzDCzsZM7GK\nI0+ewbgp+wOd8dURXty8h4/e+Dc6YkkOmTiKuvFV7GmL4XnGu+dM4tT5U9jR0sFbO/exftc+GvfF\nqAh5tLTHU0MF0lPJQn73xv5uQwPSmRgLBf9xr27yaLYCL67fxXev/Gv2+cnJNs4c00FkdyOnP/8/\nVMY7qLvxBmre8x7M9zutIVg52Rs7Wrj9bw0cdfA4Plg/jaqI3+fxIt0piBEREZERoX1fjMqaMJbu\nf/HDHjMOT5WIzX3nVFqa2nn7zb1Eqnyad7WzY0MzyYSjpraS9S/uZMuzO3uc842ntpEZaLbptSZq\nxlew9Y09mIFzsObvb3PSOfOYs2QKANd/chFX/WkN97+2ndpREV59aS+dB6L94u8b0sFI7iCgdlQk\nm+3I1ROzsbGV//j9q7yydS/LmtuA/IKYSLr07Oi60bjZo/hI6xuEG3cx6b5f4/btS52vooIp//Iv\njH7ve3u8PxygnGx3a5TP/vivjF//FA9XTuWl957Av3zkyMBrFAEFMSIiIjJCtLfEqKzpfc+UmvGV\nHHZ0Zc7X3nnaLPbuascPeUQqfUIVPlvX7eaBn77KtEPHMnnmGJ743Zvs29PBoYsnc9I589i+fi/3\n3/YKf77lZZq27mPK7LE8eMdrLA17/PuX3sOY2ir2pHtuxleHaemI89NHG1izrYWDa6uYNWEUh0wc\nxYSaCmKJJB2xJPUHjcH3jPfMncSJcyZ2WePZx83ke39aw80Pv0kk5PHuTHO+HzzLYelNK5c1N7D0\nVw8Q37I1dYpp0xh/0UV4FRHGnHYaoUmTcr7f9wzPei8na26PceHPnmL+2nupa98Ce2DXAw2gIEby\npCBGRERERoS25hi100cN6L3mGWMnVXV57qC54/mnfzs++/jIk2d0eX3GvFo+/o0l/O6Hz/PkfQ0A\n+CGPRCLJL1c+QTKRpG7eeGYfNZmdzVGqasJc+u7DqBodSQdcvfey/PS8Y3o8d/ZxM/nY0XW8vq2F\nuVNr2HrJ72jbHiK17V4w4bqD8CdOZN/q1VgkwpTLvkHF3LlUHXkkXnWw/p/UqOeumaRE0vG3dTu5\n8g+vwdrHqWvfwrwTl/GnrR6vx2pwzuVc5y23Pc+0g0bzD6fODvw1yMigIEZEREQOeMmko701RlUf\ngUEh1Iyv5IyvH82bz+2gccs+5rxzCru3tfLiqk34IY+NrzWx8dWm7PEvPLiJmfUTeO7+jUw6eDRV\nNWE62uLUjK+gpraSOUumMGXWGFqa2vF8j6rR4S4//FeGfY6oGwuAl4znVUoGEBo/njmrHqT9pZfw\nJ04iUndQ3l9z2Pd4sqGRU//zIcZVReiIJ3hzxz6aO+JMiDVx5u7HGDW+llNWfIbH/vwmrz6+gW17\nO5g6tmsW7NEnt9Dx9108X9moIEZ6UBAjIiIiB7yOfTFw9JndKJRIZYh5x03LPp40Y3S2R6Zx6z72\n7mxj1NgK3nphJ0/e+xZNb7cyZlIVTdtaadzqqKgKsa1hLzh4+eHNzD1mKq+s3gJA7ZRK5h09nrbG\nFmZOamfCUXNojo+i8q1niG3clHcQA6kemqpFiwb89U4bW8m6HS20x5Ksa2mhIuRx+LQxHDM1zJgH\n76ElGef0L3ydiupRvGPKaADWbGvuEcSs+t91jAVGtSfpiMapiOjHVtlPd4OIiIgc8DJ7xAw2iHHJ\nJOYNbq9w5xyutZXE3r1U791LReseEm/vYU7bHlqnezT7tbzvy0to/vkdtD//HMkdzcSbW9kVG8vT\nU/6RV1ZvYcKUCJUNz7F1y6E8uq0dgJeizVT96k/sHTWDsbvXMXdHDKYdyR9//BILTzqI6XPGD2rd\nQd312eNpadqN27uTqYfO4a1nn2LHhrd45a9/Zfe2rZx07gXUza8HYG46iFn7djPvmbu/z+bRJ7cw\ntjFOEkcI46VXd3H0kVOKsn4ZHhTEiIiISFlqffppmv/8F/wJE6icP5/qJUfjVeZuvO9PZo+YqnRj\nf2zrVmKbN1O9ZEmX45KtrcS2bEl9bN68/7+btxDdsplEYxNjP/Jhpq1cSbIjiotFiW3ZQnzHDlws\nBvE4Lh4nsXsP0Q0bSDQ14RJxiMeJbdtOfNs24o2NEIv1WCPAlPTHrj0fYu89vwMzvJoavNE1TKxp\n55h9f2JLUwWHPPUQfstuFrz3NJrHHUKiahxPbZnG3shoxje9RtO4uTy55LLUlLRntvPGM9uZfdQk\nDpo7npbGdg6un8Abz2zn7Tf3cPwZhzFjXmpKWyyaYNNrTUw/bCwV1fsDPpceoda5dG3zmld5/K5f\ncsInzmbvrh1sWfMqJ37yn1jzl3t57M5fEmtvI1RRQbyjI/Vez+OU8z/Hke/7YPYcmSDmtbebs8+1\ntsV46I7XGIUj+Y4xeGuaeVVBjHRjzvU9x/tAVVdX5zZt2lTqZYiIiEgvNpx3HvsefSz7ODRtGhM+\n/Wn88eOxigjhyZOxqmraX3mF8EHTMTNiTU28uuttQg+vZsKefYw59X0kGpvYMe1oVj0U54itdzP3\n2Kns/e09JPbsYdTxS/FqRmeDlURTU861+JMmEp4+HWJx2l95BauqwrW1ZV9vjYTYWDuGiniciXvb\nqIl2C1I8j9DEiYSmTiVUW4s/diz+uLF4Y8bgj0l97o8ZA36IzV/5Csk9ewhPn84hv70bf/To7GmS\nyQSbv/tv7Pz1r6lYsphDb7iRSPUoGjdvpKNtFDt//T803XcLoU+ex1vbIySTVbzrk+/hlUe28+Zz\nr5OMvQEuCSQxfzxe+BDMKhg9fgvJ+Ns0N7aTiCepqAox5ZAxJBOO6jERNq/dTawjwcQZo9m7s40x\nE6rYuvYh4tF2/HAFiVgqUKmorqWjtZHqsZOpPaieHetfY8qh85k+9xia3oa6w+sIhT1am2PEownG\nTanmX+97hZqEcWhVBYnWOH5bktExSMwfw0nvm8nD33+R9tnVfOXrxw3dzSVlycw2O+fqAh2rIEZE\nRETK0ZsfWk6yrY3p37uK1r8/wa6f/ITk3r19vmfzuBqen5n6jX1Ne5SJza2M39dOdNRC1s35JIe/\nejPTt79CvGYULD4K/+HVxEI+FRMnUXnQQbipU4hMn0ZV3Qxi48aycdc2phyxiLr6hezdsZ2nfncX\n/qtrsM1b2VUdoTpSSbKyknU7NhPrlF2ZMetQZixYyNoXngFg9tHHcOjRxxCuqKSjrZVoWyvR1lai\nbW1dHne0tdK6cSP71q6BujrinhFtbyPe3k4s2kGiWwbHD4WoHjee5p07OPiIReCSbHjphS7HhCur\nWPzB5Tz7x3uJtu3r8droiUfQuOmJAfwNhQlVHUe87VHMG435k0jGXsdCBxGp+Shmkex+OUFFzdER\nMphYwZcvO5aQ5/GDzz9I6yifb169bABrlOFEQUwACmJERETK29oTTiQyaxazfv7fACR276bt+edJ\ndnTgOlJlXMmWZioPP5zYli044J7H/sre5r0cOuMQNu1tpHXvnk5n9IAk06ZMp3HvbjraWglFKohH\nO6isGc24qdN4T1PxUQAAIABJREFUe91aIBUcJJNJXDK130nFqFEkojHisWjOtY4aX8vJKz6DHwrx\n4gN/4o2nn8Alk0SqqvHDYdq6rKMfZkQqq4hUVRGpqiZSVUW4opJwRQWh9H/DFZWEIhF2rH+L3W9v\nYcykKWx8ORW8LFh2CrOPWoLnh2jaupnn//J79mzfhh8O84HPfInx0+swM7a+/hqP3/UrWpoaGTd1\nOqdd8jUqRqXGKDfvamPvznY8D7ZvbGb6oWMZM6maHRubmTB9FC89tIH2fRUc+5H5rH18HaPGj+Ed\nx9ax4aXnqD1oDvGYj+fBxBmjefXRrZjBnCVT2LGxGTOjanQEP2Q0vd1KWzzBHpfkHXPGM2FcVY8/\njn+79EEq25J8+YaT8AbZjyTlTUFMAApiREREypdLJHjtiIWMPuUU6n7w/UDvaXjhWe76t2+z+LQP\nc9K5F+Cco2nrZja9+hLP/OExmt7ezcz6Sbz17OOMGl/L3ONOYMf6txgzYRJvv7mOvdu3MXvxOwlV\nVNDe0ozn+8w99gS2vfUG2996g2QyybEf+TjtrfuItbVxyOIldLS0EKqoZPSEifidJoG17t3D2+vW\nMv0dhxOpqmLr62vZ8OJzYFBRVZ0KTqpT/93/uIqKqmrCFZV5Dw9wzvHEb+8kEYux9IxPdnl/rL2d\nZ/5wDwe9Y362oT6jraWZlx/8C/NOeA81tRPyumaxfO/fH6N6Qxvv+/pRzJ1dnOEEUhr5BDFq7BcR\nEZGyk9i9G5JJ/Am1gd+z4cXnADjivacCqSb02ul11E6vY9uGGexr2caHLn0P+5p2UD12LJHK/b/1\nd86BczmDh8PfdVKv1xxdOzHn89VjxjJ78Tuzjw96x+Ec9I7DA38t+TIzjv3Ix3O+Fq6s5NiPfiLn\na1U1o1nyoX8s2LqGwukffwfRWIJDDh5b6qVIGVEQIyIiImUnvmsXAKE8sgNtzakJV7kyCu3NMUIR\nj3DEZ9yUqT1eNzPIY2d7KZ7D5wQPZGXkUBAjIiIiZSfR2AiQVyamvWUv5nlUVI/q8dqM+bWMm1I9\nZOsTkdJSECMiIiJlJ75zYJmYyprRXfYyyVh0ysFDtjYRKT2NeBAREZGyk2hMBzF5ZWJSQYyIHPgU\nxIiIiEjZie/KlJPlbpzPpb2lmSoFMSIjgoIYERERKTv5ZmKcc6lystEKYkRGAgUxIiIiUnbiO3dB\nKIQ3Zkyg42Md7SQTcWViREYIBTEiIiJSduKNuwjV1uZs0s+lPT1eWT0xIiODghgREREpO4ldjfgT\n8plMthdQECMyUiiIERERkbITb2wkVBt8MllbSyoTU6WeGJERYVgFMWY23sxuNbONfT0nIiIiw1ey\nrQ3X2prnRpeZcrJgPTQiMrwVPIgxsx+YWYOZOTOr7/baHDN71MzWmtkTZja/r3M555qccyuANX09\nJyIiIsNXYs8eAPyx4wK/Z39PTE1B1iQi5aUYmZg7gROB9Tleuxn4sXNuLnAVcCuAmU01s1XdPq4r\nwlpFRESkxJLpgMQfHTwgaWtJ9cRUjVYmRmQkCBX6As65h4Ee00XMbDKwGDg1/dRdwPVmNss51wAs\nK/TaREREpPwkmlsA8PJo0m9vSb1Hjf0iI0Mpe2JmAFucc3EA55wDNgAH9/UmM7sJmGdmN5nZob09\nl+N9l5rZpsxHS/qbnYiIiJSXZLq/xcsjE9Oenk6mfWJERoaCZ2L64bo97ncYvHPu4iDP5TjmWuDa\nzOO6urru1xYREZEykEz/otHPY9JYW0szfjhMqKKiUMsSkTJSykzMRqDOzEIAlqo3m0EqGyMiIiIj\n1MDKyZqpqhkdeHNMERneShbEOOe2A88CZ6efOgNoSPfDiIiIyAiVKSfza0YFfk97S7P6YURGkIKX\nk5nZDcCHganA/WbW4pw7LP3yRcDtZnY5sBc4t9DrERERkfKWaM70xAQPSg5dchxhlZKJjBjFmE72\nOeBzvby2Blha6DWIiIjI8JEcQDnZe84+r1DLEZEyVMqeGBEREZEesuVkeUwnE5GRRUGMiIiIlJVE\nyz7wfayqqtRLEZEypSBGREREykqyuRm/pkaTxkSkVwpiREREpKwkWprzauoXkZFHQYyIiIiUlWRz\nC16N+mFEpHcKYkRERKSsZMrJRER6oyBGREREyoZzjkRLi8rJRKRPCmJERESkbLiODojH8TReWUT6\noCBGREREykayOb1HTB4bXYrIyKMgRkRERMpGorkFQOVkItInBTEiIiJSNpIt6UyMyslEpA8KYkRE\nRKRsJNLlZBqxLCJ9URAjIiIiZSOZKSdTT4yI9EFBjIiIiJSN5L5UEKNyMhHpi4IYERERKRvZcjI1\n9otIH8w5V+o1lERdXZ3btGlTqZchIiIinbh4nGRLC151NRaJlHo5IlJEZrbZOVcX5NhQoRcjIiIi\nEpSFQvjjxpV6GSJS5lROJiIiIiIiw4qCGBERERERGVYUxIiIiIiIyLCiIEZERERERIYVBTEiIiIi\nIjKsKIgREREREZFhRUGMiIiIiIgMKyN2s0sz6wBagLYAh1f1c9xAX69Jr2G46O/rLKdrDPQ8+b4v\nyPGDPaav14bTPaT7Z2DH6/5JKcb9M5TXKcY9FPTYwfw/TPdPaa5zoNw/fb0+nO4f0P/DBnpsvvfH\nJOdcRaAVOOdG7Afw66E4bqCvA5tK/WdQiD+vcrjGQM+T7/uCHD/YY/p5bdjcQ7p/dP+Uw99tsa5T\njHuoGP8P0/2j+0c/AxXvHtL9k9/HSC8n+80QHTfY14eLYnwdQ3WNgZ4n3/cFOX6wx+j+Kf41dP+U\nn2J9HcPpHirG/8N0/5TmOgfK/ZPPdcqd/h82sGMLdn+M2HKycmBmm5xzdaVehwxfuodkMHT/yGDo\n/pHB0P0jgzXSMzGldm2pFyDDnu4hGQzdPzIYun9kMHT/yKAoEyMiIiIiIsOKMjEiIiIiIjKsKIgR\nEREREZFhRUGMiIiIiIgMKwpiRERERERkWAmVegHSOzMbD1wNnOqcm1Hq9Uj5M7MK4GZgL+A75z5X\n4iXJMKPvOzIYZnYScDZQCTQ55y4p8ZJkGDGzI4HPkPr51ANWOE2gkl4oEzPEzOwHZtZgZs7M6ru9\nNsfMHjWztWb2hJnN7+tczrkm59wKYE1BFy1laYD30hnAQ865LwBNZra06AuXsjGQe0jfdyRjgPfP\ng865Fc65s4CZZja6JIuXkhvg/fO8c+5i59z5wGhgVCnWLsODgpihdydwIrA+x2s3Az92zs0FrgJu\nBTCzqWa2qtvHdcVbspSpvO8lYCbQkP78zfRjGbkGcg+JZAz4/jGz04FXnHPNBV+llKsB3T9m9j4z\n+wWwC2gtxkJleNI+MQViZg3A6c65l9KPJwNrgYnOubiZGbAVOM4519DPue53zp1S4CVLmcrnXgKO\nByLOudvN7ArgD865x0q0dCkTA/l+pO87kpHv/WNm5wN1zrmVpVqzlI+B/jxkZjcAtzrnnin+qmU4\nUCameGYAW5xzcYB0jecG4OC+3mRmNwHzzOwmMzu08MuUYaCve+ku4N1mdi1QqwBGetHn9yN935F+\n9Hr/mNkZwP8Fpqbvn0klXKeUp77un/eny9BuBHzgxRKuU8qcGvuLq3vay/p9g3MXF2gtMrzlvJec\ncx3AecVfjgxDvX4/0vcdCaC370F3kfplikhfert//gT8qfjLkeFImZji2QjUmVkIIJ0+nUHqtw8i\n+dC9JIOle0gGQ/ePDIbuHxkSCmKKxDm3HXiW1OhJSE2RauivH0akO91LMli6h2QwdP/IYOj+kaGi\nxv4hlm5E+zAwFdgJtDjnDku/9g7gdmACqX08znXOvVyipUqZ070kg6V7SAZD948Mhu4fKTQFMSIi\nIiIiMqyonExERERERIYVBTEiIiIiIjKsKIgREREREZFhRUGMiIiIiIgMKwpiRERERERkWFEQIyIi\nIiIiw4qCGBERERERGVYUxIiISF7MrMHM6nM8v8rM3jSz5zp9nGJmv+/02JnZC+nPH8lxjtvNbJOZ\n3ZR+vMzMnspzfT8ys6tzPH+PmX250+MbzOz/5HPufq77ZTNbl+96RUQkf6FSL0BERA4oX3DO3dvt\nufszn5iZA453zrX0cY4rnXPXD2INtwL3mtk3nHPx9HWnACcDK9KPDfgA8I1BXKcL59x/mtmzQI8A\nSkREhpYyMSIiMiyY2Vgz+4uZfTv9eKqZ/drMnkhnd64AcM49BWwD/qHT288Ffu+c25F+vARY45xr\nNrOVnTM3ZnaJmd2e/vxTZvZnM/uVmb1mZn81swVmdp+ZrU0/r/+XiogUmb7xiojIUPpBt3KyWUNx\nUjM7GPgr8FPn3L+mn/4pcL1z7hhgMXCMmX00/dqtwKc7neJT6ecyPgrcHfDy7wS+6pybB7QCvwDO\nBOanP07J+wsSEZFBUTmZiIgMpVzlZIM1DXgI+LRzbhWAmY0C3gtMSVWGAVADzEt//t/Av6XLyA4F\nRgN/7nTO5QQPPv7mnNuU/vxZoME5tye9jueB2QP4mkREZBAUxIiISLlrAtYDpwOr0s95gAPe6ZyL\ndX+Dc67RzO4DzgYOB25zziUBzGwusNs593b68Djgd3p7ZbfTtXf6PJHjsf5fKiJSZConExGRctcO\nfASYaWY3mZnnnGsGHqFTY76ZTTezuk7vuxW4APgYcFun57uXkr0BLDEzz8yqgTMK9HWIiMgQURAj\nIiIDcX96FHLmIxM8dO+JGZIRxulsyyeBCuBnZhYCzgION7MXzexF4C5gQuc1po9/2jn3VqfnP0LX\nIOYuYDvwCvA/wHNDsWYRESkcc86Veg0iIiJAap8Y4KlBjlju6/zTgD855xYW6PzLgKudc0sKcX4R\nEUlRJkZERMrJHuALmc0uh5pzbmsBA5gvAzcCOwtxfhER2U+ZGBERERERGVaUiRERERERkWFFQYyI\niIiIiAwrCmJERERERGRYURAjIiIiIiLDioIYEREREREZVhTEiIiIiIjIsBIq9QJKpaKiwk2aNKnU\nyxAREREREWDz5s1R51xFkGNHbBAzadIkNm3aVOpliIiIiIgIYGY7gh6rcjIRERERERlWFMSIiIiI\niMiwoiBGRERERESGlRHbEyMiIiIiBzbnXPZDSs/Msh+DpSBGRERERA4oyWSS7du3s3v3bgUwZcbM\nGDduHJMnT8bzBl4UpiBGRERERA4o69evx/M8Zs2aRTgcLvVypJNYLMa2bdtYv349hxxyyIDPoyBG\nRERERA4YyWSS9vZ25syZQyikH3XLje/7HHTQQbz++uskk8kBZ2PU2F9CLzx4J4/d+tVSL0NERETk\ngJEpHxuKvgspjMzfzWBK/RTElNDCh1awdON/lXoZIiIiIlIiq1atYsmSJQA0NDQwceLEgl5v9+7d\nXHXVVV2eO//883nkkUf6fN/KlSv56lfL55fvCmJEREREREaAeDyeM4i55ZZbeNe73lWiVQ2MghgR\nERERkQI7++yzWbJkCQsXLuT0009n+/bteb1/5cqVfOITn+C0006jvr6e5cuX09TUBMADDzzA0qVL\nOeqoo6ivr+e2227Lvm/ZsmV885vf5OSTT+b9738/F198Mbt372bRokXZDNCyZcu49957AdizZw/n\nn38+RxxxBEceeSTnnXdezvVcffXVHHPMMSxevJjTTjuNjRs3AvC73/2OhQsXsmjRIurr6/ntb3+b\n959VEOp2EhEREZED2vk/fZL1u1oLcu6ZE6q55dx39nvcddddly0Vu/LKK7niiiu4/vrr87rWI488\nwnPPPceUKVP47Gc/yze/+U1uvPFGFi9ezOrVq/F9n8bGRhYvXswHPvABpk2bBsBzzz3HH//4R8Lh\nMA0NDSxZsoTnnnsu5zW+9KUvUVNTw/PPP4/neezYsaPHMb/4xS9Yu3Ytjz32GL7vc8cdd3DJJZfw\n29/+lm9961vcdNNNHH/88SSTSfbu3ZvX1xiUghgRERERkQL7+c9/zh133EFHRwdtbW1MnTo173Oc\nfvrpTJkyBYALL7yQT3ziEwDs2rWLFStWsHbtWkKhEDt37uTll1/OBjHnnHNO4FHT9957L08//XR2\natikSZN6HHP33Xfz1FNPcfTRRwOQSCTwfR+Ak08+mS996Ut87GMf49RTT2XRokV5f51BKIgRERER\nkQNakExJIa1evZrrr7+eRx99lEmTJnHPPfdwxRVXDPq8mSlfF198MR/60Ie46667MDMWL15Me3t7\n9riamppBX6sz5xzf+ta3cpaaXXvttbz88ss8+OCDnHvuuZx11ll8/etfH9LrwwHWE2Nm3zWz+0u9\nDhERERGRjKamJsaMGUNtbS3RaJSbb755QOe57777sr00t956K6ecckr2/DNnzsTMePjhh3n++ed7\nPceYMWNobW0lHo/nfH358uV873vfI5lMAuQsJ1u+fDk33ngjjY2NQGoDy2effRaA1157jQULFnDJ\nJZfwmc98hscff3xAX2t/yi6IMbMfmFmDmTkzq+/22hwze9TM1prZE2Y2v9NrHweeKfqCRURERET6\n8MEPfpDDDjuMefPm8f73v3/AJVYnn3wyK1asoL6+nvXr1/Pd734XSPXYfO1rX+O4447j9ttv59hj\nj+31HLW1tZx11lkcccQR2cb+zv7zP/+T1tZW6uvrWbRoEZdffnmPY8455xzOPvtsli1bxpFHHsmi\nRYt48MEHAbjssstYsGABRx11FHfccQcrV64c0NfaHxvMJjOFYGbvBt4EVgOnO+de6vTaX4GfOedu\nN7OPAV9xzi01sznACufcN8zsfufcKf1dp66uzm3atKlQX0YwK8cC4P6lCRvgbqUiIiIisl8ikWDt\n2rXMnTs326dxIFi5ciUtLS1cffXVpV7KoPX2d2Rmm51zdUHOUXY/OTvnHnbO9YguzGwysBj47/RT\ndwGHmNks4DRgrJldB8w1s+VFWq6IiIiIiBTZcGrsnwFscc7FAZxzzsw2AAc7576fOcjM6p1z93R/\ns5ldClyaeTx27NgiLFlEREREZPAKVZY1XJVdJqYf3WvfrMcBvZSSOeeudc7VZT6GekqDiIiIiIgU\nx3AKYjYCdWYWArDUTLkZwIaSrmoIlFtfkoiIiIhIORs2QYxzbjvwLHB2+qkzgAbnXEPJFiUiIiIi\nIkVXdkGMmd1gZpuAOuB+M1vX6eWLgIvMbC3wDWBFKdYoIiIiIiKlU3aN/c65zwGf6+W1NcDS4q5I\nRERERETKSdllYkREREREJLe7776bJ554otTLKDkFMWVAjf0iIiIiAhCPx/t8XUFMioIYEREREZEC\nMzNWrlzJCSecwNy5c/nlL3/Z5bVrrrmGZcuWcdlll5FIJPjqV79KfX099fX1fP7znycajfL73/+e\ne+65hyuvvJJFixZxyy23AHDVVVexYMECjjjiCM466yz27NkDpPaWOfPMM/nQhz7E/Pnzee9730tj\nYyMAjz/+OEcffTSLFi2ivr6eH/3oR8X/QxmEsuuJEREREREZUr/4JDS9VZhzjz8EzvxVoEPNjL/9\n7W+8+eabHHPMMZx44onMmDEDgI6ODlatWgXAj370I55++mmefvppfN9n+fLlfP/73+drX/say5cv\nZ8mSJVxyySUA/OEPf+C2227jscceY9y4cVx44YVcfvnl3HDDDQD8/e9/58knn6S2tpZPfvKT3Hzz\nzVx22WX8x3/8B1/5ylc488wzAWhqahriP5jCUiZGRERERKQIzj//fABmz57NiSeeyCOPPJJ97bzz\nzst+fv/997NixQoqKioIhUJccMEF3H///TnPef/993PWWWcxbtw4AD7zmc90OfaDH/wgtbW1ACxd\nupQ33ngDgJNOOonvfve7XHHFFaxevZrx48cP7RdbYMrElAHnkqVegoiIiMiBK2CmpNhSe7en1NTU\nZD93znV5rfuxnfV3bGVlZfZz3/ezPTdf+tKXWL58OQ888ACXX3459fX13HjjjQP/YopMmRgRERER\nkSL4yU9+AkBDQwOrV6/mxBNPzHnc+973Pm6//Xai0SjxeJxbb72VU045BYAxY8Zke14yx/7qV7+i\nubkZgB//+MfZY/uyZs0aZs+ezQUXXMDll1/O448/Ptgvr6iUiRERERERKYKKigpOOOEEduzYwQ9/\n+MNsP0x3F154IW+88QaLFy8GYNmyZXzhC18A4JxzzuFTn/oUv/nNb7jkkks4//zzefHFF1m6dClm\nxsKFCwNlVH74wx/y4IMPEolE8H2fa665Zui+0CKwkTret66uzm3atKm0i1g5FoD4N3cQCkdKuxYR\nERGRA0AikWDt2rXMnTsX3/dLvZwsM6O5ublL2dhI1dvfkZltds7VBTmHysnKwEgNJEVEREREBkLl\nZCIiIiIiBaZfWg8tZWJERERERGRYURAjIiIiIiLDioKYMqD0ooiIiIhIcApiykAymSj1EkRERERE\nhg0FMWUgEY+VegkiIiIiUkCzZs3ipZde6vLcsmXLuPfee0u0ouFNQUwZSCSUiRERERERCUpBTBlI\nKhMjIiIiMmI1NzdzwQUXcMwxx7Bw4UIuvvhiYjH9fNgX7RNTBhKJeKmXICIiInLA+vwDn2dj88aC\nnHvG6Bn88OQfBjr2Yx/7GJWVldnH69atA+ArX/kK7373u/mv//ovnHNccMEFXH/99Xz5y18uyJoP\nBApiykBSQYyIiIjIAe/OO++kvr4++3jZsmUA3H333Tz++ONcc801ALS1tRGJREqxxGFDQUwZUCZG\nREREpHCCZkpKxTnH3XffzezZs0u9lGFDPTFlIBlXECMiIiIyUi1fvpwrr7ySePpnwqampmypmeSm\nIKYMqJxMREREZOS67rrrCIVCLFq0iIULF3LKKafQ0NBQ6mWVNZWTlYEtLz5I3WH1/R8oIiIiIsNS\nrqBk1apV2c9vvPHG4i3mAHBAZGLMbLyZ3WpmhRk7UWBmB8Rfg4iIiIhIUZTdT89m9gMzazAzZ2b1\n3V6bY2aPmtlaM3vCzOYDOOeanHMrgDUlWfQgJdc/VuoliIiIiIgMG2UXxAB3AicC63O8djPwY+fc\nXOAq4NZiLqxQWiYvLvUSRERERESGjbILYpxzDzvnNnV/3swmA4uB/04/dRdwiJnNKt7qCuPkNd8p\n9RJERERERIaNsgti+jAD2OKciwM45xywATgYwMxuAuaZ2U1mdmj3N5vZpWa2KfPR0tJSzLWLiIiI\niMgQGW7TyVy3x5Z9wbmL+3yjc9cC12Ye19XVdT9X0W3xD2J6YjMvRI5iYakXIyIiIiIyTAynTMxG\noM7MQgBmZqSyMxtKuqpB2BueBMDC6LMlXomIiIiIyPAxbIIY59x24Fng7PRTZwANzrmGki1qkNq9\n6lIvQURERESKJB6Pc8UVVzBv3jwWLFjAvHnzuPDCC9m9e3eplzbslF05mZndAHwYmArcb2YtzrnD\n0i9fBNxuZpcDe4FzS7TMIeH2V8MRjycIhfwSrkZERERECmnFihU0Njby2GOPMX78eJLJJHfddReN\njY2MGzeu1MsbVsouiHHOfQ74XC+vrQGWFndFxXHlrx/gW2eeWupliIiIiEgBrFu3jt/85jds2LCB\n8ePHA+B5Hh//+MdLvLLhqeyCmJFqYajHVGkRERERGQIbP/NZohsL00YdmXEwM350Y7/HPfPMM8yZ\nM4eJEycWZB0jzbDpiTnQxbe+WOoliIiIiIgMC8rElIEOF2bazseJxpNEQoorRURERIZSkExJoS1e\nvJjXX3+dXbt2MWHChFIvZ9jTT8wlFnM+FRZjqf8KP1+9ptTLEREREZECOOywwzjjjDNYsWJFdhqZ\nc46f/exnvPHGGyVe3fCjIKaMjH3gq6VegoiIiIgUyE9+8hOOPPJIjj32WBYsWMCCBQt49NFHlZkZ\nAJWTlQFX/zHspTv5R391qZciIiIiIgUSDof5zne+w3e+851SL2XYUyamDNhHb8p+/tvnNpdwJSIi\nIiIi5U9BTDnww9lPn3v2yR4v72mLcdn/vMjGxlZe27GJP659ppirExEREREpKyonKzP/h78AH8k+\nds5x6nV/YHfl77jnrjV4kSYAfvr8R/n5GSvxPMWhIiIiIjKy6CfgMrH25FsB2FU1K/vcfS9sZfa3\nfk1z7Q+I1D6eDWAAXmr9X/62/rViL1NEREREpOSUiSkToeqxACRjbQBsbGzlq6svombuW10PTFSB\nnzpmd/u+oq5RRERERKQcKIgpE+GKagD+9tpmzvnGfWBRRs/bH8Dc95EHSCZgVu1kLrrnah5t+inR\nZKxUyxURERERKRmVk5WJSGUVAOeG/gxAzZx/B+CQ0fN48qwnOXjsZGbVTgYg5KViz2hcQYyIiIjI\ncBGNRvnnf/5nDjvsMA4//HDq6+u57bbbSr2sYUmZmDJRUZnKxEyzRmoq12F+OwA/POVqKkOVXY7N\nBDEdCmJEREREho1PfepTdHR08PzzzzNq1CgaGhr44Ac/SCwW48ILLyz18oaVfoMYM/tsgPPsc879\ndAjWM8K47GeVVaMAaPI8bOYtAHzz2G8zc8zMHu8KZzIxKicTERERGRbWrVvH3XffzcaNGxk1KvVz\n36xZs7jmmmu46KKLFMTkKUgm5l+Be/o55t2AgpgByIQxlaPGAPCTsWOyr50wfWnqk5btsOb3cPDx\nMGkuES+1r0w0ES/mUkVERESGpftufIE9O9oKcu6xk6r4h88u7Pe4Z555hjlz5jBhwoQuzy9dupRN\nmzaxY8cOJk2aVJA1HoiCBDHPO+c+3dcBZvbXIVrPyFWZmk4Wt/1PTahK3+TbX4HffRFOuxomzSXs\nqydGREREZLgxs/4Pkv/X3p3HR1aX+R7/POecWrKn94X0Cig0tCCbg6MIijuKgt5BZVxHRRnxqqOj\nMtzRUe+4jToOKi6MuMyII3hdRkcRkH0T2WmgaZrQ+95JJ6nU/rt/1KmkUl1ZqlLV6STf9+tVr1Sd\nrX7pPp1V8FReAAAgAElEQVSuJ8/z/H4TMm4Q45x7cT2OkQl49438+Pq3A7Aom6V5010w/9nww3ML\n+1vmAxDxw0yMyslERERExjWRTEmjPfe5z2X9+vXs3bt3RDbmzjvvpKurS1mYKml2ssPIrjnLhp7/\nfvM2+NHr4bsl8WG0tfCl2BOTUxAjIiIiMh0cffTRvOY1r+E973kPiUQCgO7ubj7ykY9w6aWXTvHo\npp9JBTFm9p16DWQ2Wpl4hKjlhl5/+U9fHnruF5/07xg+YdFxwHAmJqOeGBEREZFp44c//CGrV69m\n7dq1HHvssZxzzjl85CMf4aKLLprqoU07k51i+dd1GcUsNYcDI14/2fMkAJ/Ys+/ggxcdD+1LAYiG\nPTEZlZOJiIiITBuxWIwvfelLfOlLX5rqoUx7k8rEOOcUxNSJc44NPRsAOCmVOviAsJQMIOpHAcjk\nlYkRERERkdlnwpkYM/s/lbY75/6pfsOZvYpZGIDYstPhqVtGHhAfnnp5KBOjcjIRERERmYWqycS0\nlTwWAG8Dnt2IQc1GyWxy6PkR5/37wQc8b7hWMhYUemKyysSIiIiIyCw04UyMc+6jpa/N7FPAd+s9\noGqZ2VnAhUAc2O+c+9spHtKkRVsqTLF31EuGnhbXick6BTEiIiIiMvvU3NjvnNtrZkfWcq6ZfR14\nLbACWOuce6Rk39HAD4D5QA/wdufcujHG8Ufgj+G5vzazNudcXy3jmkqlmZgR/voXUBbUtEebAdgx\nsL3RwxIREREROexU0xPz/pKXPvA8YE+N73sN8EXgtgr7vg18xzl3lZm9AbgSON3MFgNXlx37gHPu\nf4fjOwdYNx0DGIAv/OkLlXccedZBm1606njs1k6eGriH79xxNxec9Fz+9MxOnHOcfczyCb3f47u3\ncNTcJQS+P/7BIiIiIiKHkWoyMaeWPM8CjwAfqOVNnXO3AJjZiO1mthA4CXhZuOla4HIzW+mc6wbO\nrHQ9M/sboMs59/e1jOdw0N3bPXLD39wAzlU8NhoENNsiBiJP8G9P/g1fe+gI/KatAHwu83Neu/bo\nEcc757jzqb38wy8e4VsXnszDux/i0/ddxMntF3DV67W4koiIiIhMLxNu7HfOvaPk8W7n3Oedc/vr\nPJ5lwDbnCs0ezjkHbAJGTS+Y2fnAPwKLzewKM6vQUAJm9mEz21J89Pf313nok5POp0du6DoFlp1a\n+WCgNZg79LwYwAB84p4L+cf/vps/P7Of3z1SKDf70u+f4M3fu5uNewb4u589yB+evhOA+/b/Tx2/\nAxEREREZzcqVKznmmGPIZod7mk855RRuuummqRvUNDapdWLCEq96K08/WMWjigc7d61zbplz7qLw\nsXuU477inOsqPlpbWysdNmVaIi0ALG1ZOqHjo15Txe1ekODne/+G8791Kxf9+D629w7yzZueGtq/\neX9i8oMVERERkaqlUimuvPLKqR7GjDCpIAao96/yNwNdZhYAWKHebBmFbMyM9upVrwbg+6/4/oSO\nX9C0cMz9Tcu/T/yIH/Gp392A3/wkzSsvJ9J5N72DGXKjlKnNNHu37uJ/PvN1/vDVf+fhG++e6uGI\niIjILPfpT3+az3zmMyQS+qXyZNU8OxmAc+659RpIeL1dZnY/hSmTrwLOB7rDfpiZ51O9Q09zLgdA\na3RiGaLPvvgiXvXL8nkOhgUtGwC4Ze+VROcG+E1baG7uZ0/PaexN9I563kyx4+ktrHvzW1m5f3gG\ntw3/8TOOOvn4KRyViIiITIX/98V/onfnjoZcu2PRYl7/sYprwh/kpJNO4owzzuCrX/0ql16qvuTJ\nmGwmpiZm9g0z2wJ0Adeb2YaS3e8F3mtm64GPA++aijEeapl8BoDAJhZXLuucN/Q8ID7qcUHLBoK2\nxwFIuR7iS65hT6LYyjS9MzL5fH7oeS6bG3q+dX03j1/wFpbs386Gc97M+lPPBqB3R62T6YmIiIjU\nx2c/+1m+9rWvsXfv3qkeyrRWzRTLRwJfA06A4U/Nzrmx65oqcM5dDFw8yr4ngNOrveZ0VwxiIl5k\nwudc9Yqr+P4j32fjrgyb03eMeexFJ1zEFQ9egd/6BLsTq4i0g5uGQcyOjZu55xOfYe6GR4hlUiQ/\nfCmLj3sW2993EYMtHbS++73kvvZFFvXv5ZkL389r/uED/O5zl8OfriebTE318EVERGQKTDRTciis\nXr2aN73pTXz2s5+d6qFMa9WUk30PuAJYDbyawvTK3Q0Y06yUzRdmqgi8if+VnLzoZE5edDKvvfqS\nEduPbX8ejx0Y7gFZM28NF594Mb/bcDsbezdi/gAAzgbJ5/N43pQk5Kp2/29vJvnJj3J0so9tc5cS\nzaaZ84XL6InEmZtJQv8+/M/+PXmMze/6EK/46HsA8KNRAAUxIiIicli47LLLWLNmDZHIxH95LSNV\n8+m1wzn3UyDvnHuYQtnXSxszrNknm88SWHDQ2jkT4ZWds7RzZF/Nqo5VAET9APMTBC0bATAvy77B\nw2uq6bHs/vw/05QeZMf/voyX3HEDc753Fb1N7USyaXov/RzuG1fy1OoT2PXBS3lZGMAA+LEYANlU\nerRLi4iIiBwyCxYs4JJLLmH79u3jHywVVZOJyYRf+8xsBbATWFH/Ic1OmXymqixMqfLA5+UrX84N\nm24Yen3s3GMBiPgeZiNLyLYc2MP8lvYR2/qSGRzQHh/+7UAml2dvf5rFHaP33zRabDDBnrlLOPui\nNwNw9KnHM/+3/03fvh5OXHMkAGtfcnAlohcvZGJyKWViREREZGp0d3ePeH3ZZZdx2WWXTc1gZoBq\nPjXfbGZzgcuBe4EU8LOGjGoW+uBJH6Q3VdusYZ4VEmp+bi6//V8/YWnrUo6deyxz4nN4cv+TnLDg\nBADa47Ghc9ZGL+LuJ3O0Bp0HXW/tp64DoPvzrx7a9tU/rOd7tz7Nbz/4Ah7ZeoC7Nu7ln89bW1Pm\nqFZ+PkvSH3nLzlk8jzmL541yRkEQLQYxysSIiIiIzAQTDmKccx8Ln/6nmd1KobzskcYMa/Y5Zu4x\nNZ/rFdcDdQFLWwuLZa7sWAnAKYtPGT7OGw44Vret5Y5EHxFvOLAZzdaeQa758xbSuTwf+MkDPLb9\nAADvP/Mols9rrnncpfYNpGmLB0T80Ssc/VwO5/tVX7tYTpZXECMiIiIyI4zbE2Nm88u3Oec2lwYw\nlY6RQ6eYiRmPb8MBgBc+z48zQdlvHtrOX37+Rnb1pfA9GwpgAB7a2lP9YCvY05/iBV+4ka9dv37M\n4/x8lrxffcldEGagcmmVk4mIiIjMBBP59HtdnY6RBlk+twWAzuaxZ7goDXaC8HlunCjmunXDC0P9\n6J2ncdk5a/jH16wB4OEt9Vk08/YNe0ikc1z36M4xj/PzOVxQ/SwekbgyMSIiIrNFsdTduem3lMRs\nUfy7mUxbwkR+rf1sM7tnjP0GjN2UIA01t6XwIb0tPk4QUxKz+l4xEzP6P3DnHHc8tZdjFrfxm0te\niO8Zzz9qPrm848u/f4KH6hjEADy5q5+dB5Isaq88eUCQr62cLNJU+PNxaQUxIiIiM53necTjcbZu\n3cqiRYs0jfFhJpPJsHPnTuLx+KSW+ZhIEPOqCRyjT4dTaKJRbDFwAQhs/CDm3G/czu6+FOc8Zwl+\nST+N7xnHHdHBI1t7yefdiF6bajnnuH3D8Iq1t2/Yw3kndVU8LqgxExONx8hS/yBm8+Mb2fLgY5z+\nV68e/2ARERE5ZFasWMGuXbvo7u5WRuYwY2Z0dnaycOHCSV1n3CDGOXfzpN5BGs6YWBBRepzvjV9O\nVsy0nF8hqOia08Q9T+8jmc3RHK1tamiAZ/Ym2NozyEvXLOIP63Zy2yhBTDqdxcPhgurfKxIrBDH5\nTGbcY6tx3+e+ypH33kjfy15I25z28U8QERGRQ8LzPBYvXsyiRYtwzimQOUyY2dBjsmr/9CmHjVoa\n+4fKyfJjn3PJS47m+CM6DtoeCYOg7HgzA1TQO5jhH37xCJ981THc/lShlOz8k46ge88At2/Yg3Pu\noJs7nQyb8mto7I80xRgESNc3iLH+A/guz8D+XgUxIiIih6F6fWCWw0/thWhy2JhoJqa07jCYQE8M\ngD/KP/zAL2zP5qoPYu7t3sevH9zGzU/sZvO+QQCOWdzO2iM62HkgRSKdO+icTDGIqaGuNdpU6LFx\nmfqWk3mpJAADvf1D23J9feT6+/UbHxEREZEGUhAzA0w0EzOisT8MTnLjfNguBisHbQ/7YLLjpXIq\nyOQK52Tybuh5NPCIRfwR+0uli/0sNZSTxZrDtXDqXE7mhVM2J/uGg5ib3/dR1p9yqmZCExEREWmg\nCQcxZuab2QfN7PLw9ZFm9uLGDU0mbIJZ0tJgZ7icbJxMzChN+0G4KGUtmZh0eE4mmx8KWCK+Rywo\nXDOdPTiIySQLAYjVEMRE44VMjNU5ExOkC5mYZN/A0LaBngNkzCflVT+LmoiIiIhMTDWfCP8NiAAv\nCF/vBa4GTq33oKQ63gRj0RHrxHgTW+wyGC2ICbePt85MJZkwSMnkhoOYqO8RCbM+6QqZmMmVkxUy\nMVbnTEwQZodSB4YzMX5qkMEgRiI9uQkPRERERGR01XzKer5z7kQzux/AOddjZtEGjUuqMOFysgpB\nzHhBiDdKT4w/VE5WQxCTGw5i0tnC+ZHAiPijZ2KyxXKyGoIYLwjIYZCtbxATyRQCq8zAcCYmSA0y\nGEQZrNDXIyIiIiL1UU1PTLL0hZn5VZ4vU6x0drJik/94jf2j9sQMlZPV0BMTBj7pnBtRThYNy8ky\nFUrUMslCEOPVUE4GkPUDvDoHMdFsIYhJ9yeGtkXSKQaDGIMZBTEiIiIijVJNEPKQmb0FMDNbCXwT\nuKURg5LqTDQTUzrF4FBjf1kmpXxWrVF7YiaTialQThZ4E8vEWKS25F9jgpjC9XIlmZhoOkkyLCcT\nERERkcaoJoj5MHAGsAS4Ozz37xsxKKnOROc/H7lOTOFreSamPCZpxBTLQ+VkYWN/1Pcws+HG/grZ\nnWy4xotFqy8nA8h6AV42W9O5Fa+XzRHPFQKr7MBwJiaWSZIIYiTS9XsvERERERlpwrU5zrl+4L3h\nQw4jtTT2FwOf8iCmfMrk8TMxk5hiOZcnnXNDZWRjZmKK5WQ19MQAZP1IXTMxiZISsvxgYa2bfD5P\nPJMiGcRIqpxMREREpGGqmWL502Y2r+T1fDP7x8YMS6ox0UzMiCmWh8rJRh5THpOM1hPjhz01tcxO\nNjTFct6RyeaHZiUb7okZvZzMi9TWE5P3fbxc/bIjgyUzkrlEIaBJ9CfwcQz6UZWTiYiIiDRQNeVk\n5zrn9hZfOOf2AK+r/5CkWjbBhWJGlpNVzsSUL35ZDFbKFQOPSk3448mWlZMVMzDFr5WCmFxYTuZF\na+uJyQUR/DqWkw32DWdiXLKQiRno6Svsi6gnRkRERKSRqgliKn1Srq22R6ZEacbGKwYxZZmU8szK\naD0x/mTWicmNbOwvBi/RMRa7zIWZGL/GcrJcECHI1a+cbLCvb+i5heVkA/sPFPb5MU2xLCIiItJA\n1QQx683sw1bgmdlHgMcbNTCpvxFTLIexSXnm5aAgZpSemEiYocnU1BPjhr6W9sREx1jsMl8sJ6sx\nE5P3A/x8/TIxyZKeGEsWZh9P9IaZGE2xLCIiItJQ1QQxHwTOAQaBAeAVwAcaMahqmNlKM3vMzK4w\ns09N9XimkmPsrEilKZbLEynlQUwwShAzlImpoZysGKSkhzIxhWuN1dhfLCcLojX2xAQRInXsiUn3\nDU+r7KULQUwq7JMZ1BTLIiIiIg014SDGObfNOfdiYB4w3zn3Uufc9lre1My+bmbdZubM7PiyfUeb\n2R1mtt7M7jGzNRO4ZB8QB7prGc9sMXKxy8rlZOU9MqPOTuZPYnay7NjlZJX6bPJhEOPHasvEuEiE\noJ5BzMDg0HM/VQhikn3DQcygplgWERERaZiqfq1tZkuAVUBQ/K2+c66WBS+vAb4I3FZh37eB7zjn\nrjKzNwBXAqeb2WLg6rJjHwA+5Jw7zQoDusbMbnLOddcwphmvdHYyb5TFLidaThaE5WQ1LXZZ2hOT\nzRNpLp9i+eAsRj4TBjE1lpO5IEKQz5HLu1G/p2pkSha4jAxlYgrlZMlAs5OJiIiINNKEgxgzuxT4\nKLARKH5Cc8Bp1b5pMfApnxrYzBYCJwEvCzddC1xuZivDwOTMMa7pzGwX0FbteGaLEVMsh0/H64kZ\nt5ysliAmPCeTDXtiJpKJGQpiamvsd0GEiMuRSmdpjk9+PorSBS6DTKqwrb8Q2CTUEyMiIiLSUNVk\nYt4JHBVOrdwoy4BtzrksDAUmm4DljFIqZmZnAn9NIaDqc849PMpxHwY+XHzd0dFR14EfDsabarlS\nJsaNE8R4ozX2T2KK5WI52VBPTBCuE1PMxFRs7C/2xNSWiSEMflKDyfoEMYnhcrJYuhDEZMIgJhlo\ndjIRERGRRqomiNnR4ACmqPxT8ZifzJ1zNwE3jXtR574CfKX4uqurq/pP34e58Rr7R2ZiKi92WZ6Z\nGT8TU8vsZNVPsezCTEwQrzGICYaDGOZMPlmXKy5wGYkTzRaCmPzAcCZG5WQiIiIijVNNEPN7M/sX\n4D+AZHGjc25dHcezGegys8A5lw37XJYBm+r4HrPWyCmWwyCkLGgpb/QfdYplf/TSr/EMT7E88cUu\ni+VktWdiCuelEqnazi8fz2Dhn8BAUztzD+wml8uTS5RkYlROJiIiItIw1QQx7wi/nleyzQGr6zUY\n59wuM7sfuBC4Cjgf6Fajfn1MpJysvFG/2MBfbjI9MemhTIwjU9ITUyxRq5SJIQxiIjXOTkakcF4m\nVZ8gxoULXCZb2/EP7CLRn8CF2Zl8PK5yMhEREZEGmnAQ45xbVa83NbNvAOcCi4HrzazfOXdUuPu9\nwFVm9kngAPC2er3vbFe5nGy8npjK1yqWmdUyO1k2DGIS4TTExeBluLG/QjlZdnJBjEUK5WSZwToF\nMeECl5n2TtgGiQP9WNgn09zZPvS9iYiIiEj9VTvF8rnAMc65L5jZUmDeaI30Y3HOXQxcPMq+J4DT\nq72mjG9kJqbwtTxoKV8nZrRMTBBmT7IVAo7xFMvJEqlCtmKoJ2aMxn6XDQOeWG1N+RaWk6WT9Qli\nSBYCFtcxB4BEbx+WLGRiWjta2d2fqc/7iIiIiMhBJrzYpZl9CrgIeFe4yQFXNGBM0iBeyV93cdax\nspilinVias/EFDMtA8VMTFDe2F/hmpnw2His6veD4SAmW6cgxsK1YWxOIYgZ7B3ATyZJBlHi0Yh6\nYkREREQaaMJBDPA64BxgAMA5tx2tyTKteCVZFX+Uxv4JBzFhCVi2hsb+Yqal+FbRssb+SpmYYk9M\ntMYgxg/L0DJ1CmK8VJK0F+C1tgKQ6u/DTw2SCmI0R33NTiYiIiLSQNUEMUnnnD6ZTWOls5NNtCdm\ntCmWgzpMsVxU7IkJPMNseB2ZkQMrlpPV1hPjxYqZmOQ4R06Mn0qRDqL4zc0AJA8MEKSTpKJxmqMB\nqWy+pkkPRERERGR81QQxz5jZCwBnZp6Z/QNQdT+MTJ3SxTDDRMzBi126iWVi/DCrk6mpsX/kOcUM\njJkR8b2Kjf2Ejf1BjUGMXywnS6VrOv+g66VTpCNRgtZCEJMeSBBNJ8lE48QjhWAxqZIyERERkYao\nprH/EuAHwPFAArgVeEsjBiWN4XuVMjEjjylPrIyfiam9J6aoGMQAxHyvYjmZhY39xVnGqjUUxCTr\nE8QEmRTZIEYkzMRk+vtpSScZbJ9Lc7Tw55xI52iJVTV3hoiIiIhMQDVTLO8EXmFmzYDnnOtv3LCk\nEUozMaP1xGTLohivET0xZeVixYZ+KDT5V1onxrJZ8hjm+wftmwg/7KXJ1WmdmEgmTaapmfa2Qk9M\nZiBBUzbFvlh8KIjRWjEiIiIijTHhIMbMzih7DYBz7pY6j0mqVPy7GE9pT0zxnPy4UyyPlokJp1iu\nqSemvJzMRjwfLROT9WoLYGC4sT+Xrk8mJppNkYrOIdrWAkDmQB+xXIZ8UzNNxUxMRmvFiIiIiDRC\nNbUu/1LyPA48G3gEOKmuI5Kqlfe1jGbE7GRhcFIetJTHD42cYrmotJwsGlTuifFyWXJ+7aVZQayQ\nicnXKRMTzabJRWPE21pxQHbP3sKOpiaaIsrEiIiIiDRSNeVkp5a+NrPTgLfVfURSs/GCmdJ1YiY7\nxbI/VE5WXSbGOXdQ4FMaxET8UcrJcllyk8jEBPFiEDP5TEw6myOWTZOPxWlqbyUBsH84iFE5mYiI\niEhjVTM72QjOuXtQFmZaGVlOVvhaXk420SAmMlROVl0mpryUDIbXiSk+r3SMN8kgJhJmYnLpTM3X\nKBpMJPFxuFicpvZCOVmkZz8A1txCU7TwuwGtFSMiIiLSGNX0xKwpeekDz0OLXR5WxuuNKd0/XE42\n8pjyzEzgVY5zR1tnZjyVSsUiwfC4ooFHX/LgXpJJl5M1xcgBrg49MYnecE6LeBOtne3sBeL9PQD4\nLc1D5WQJTbEsIiIi0hDVfCr8TcnzLLABlZMdFmpp7B8tCCnPzIySiBnuialydrKKQUxZJqZSY7+X\ny5GfRCYmGo8xCLjM5IOYwQPFICZOPGzsbx3oBcBvaSUelpMllYkRERERaYhqemJWNXIg0nilwY5n\nlRv7y8vDRguQPM/wrPrZySoFKOU9MZUCHT+XJT+JTEy0KQxi6pCJGewbwAO8pia8ICDtR2hPDQAQ\naW0Znp0srdnJRERERBph3E+F4bowo3LOJeo3HJmMic5SBsMZlvIgpjwTM5bA92rIxIzdEzPaOjF+\nPkcuGq/qvUpF4oVzXR16YlL9AzQBXnjNVBAlmitcN9LWOrzYpcrJRERERBpiIr/a7gccUOlX8o5C\nf4xMoWqCl6LhcrKR28t7YsYSeFZ1Y39xNrOmiM9g+CG/vJxstCmWs97kMjEAZOoRxCRootD/ApAO\nYhBmYmJtrUM9MSonExEREWmMicxO9hznnO+c8yo8FMBMU55XebHLahr1fc+qLicrBigtseFbp3Sx\ny2hgZHLuoHEF+Rz5oPbbLTYUxNRhiuX+QsASNDUVLhmNDe2Ld7SVlJMpiBERERFphIkEMT8EMLPb\nGjwWqdFEG/tLeRNcJ2YskRrKydLZwvHN0eGsSiQYmYkByJQFR34+i/MjVb1XqeI6MVaHTEwmMVgY\nU5iJyZaUucXbW4e+N5WTiYiIiDTGROpz4mZ2PrDEzF5VvtM599v6D0saobTszB+lsb/aTEytUywX\n+0agrCcmfJ7O5omFmZdc3hHk87hJZGK8cJ0YsnUIYvoLbWDRYhATGw5iWjrbtdiliIiISINNJIj5\nOHARsBD4aNk+ByiImYaKy7+Ul22VBzVjiXhGpg5BzIiemDArUzoBQCaXJ8hncUHtmRiLFM716pCJ\nyQ0WMjHR1kIQk4+WBjFtxAIPMwUxIiIiIo0ybhDjnPsV8Csz+1fn3AcPwZjkEPCHyslGbq8qE+Mb\nuRqnWG6JlZSTlfTEFAOa0ub+QhCTg6D2xn4zI+MFWB0yMblEIRMTKwYxTSVBTEcbZkZTxFc5mYiI\niEiDTKQnBgAFMDPLRNeJGUvgVd8TUzx+tExMLBguJytKp7P4ONwk1okByPoBXh2CmHyYiYm1Fha6\nJFZo8M+ahx/23jRHfQa1ToyIiIhIQ0w4iJGZZbTZyapaJ6aGKZaHy8mGA5JoUKEnpjQTkwpnFIvU\nXk4GkPN8vOzkA4tiENPU1gqAhbOUpSKxoUkWmqLDU0iLiIiISH0piJlFHCMDjkqN+dWsEzOZxv6m\nUTIxpY39RelkqvBkEj0xAFk/gpebfCaGZBKApvZCJsaaCmVlqchwWVlTxNcUyyIiIiINoiBmFvMM\nymOQajIxkVEWphxLOiwna4mOtk5MhZ6YMBNjk5idDCAXBPh1yMQUg5jmtkIQ4zUX14spCWKigRr7\nRURERBpkck0GhwEzWwp8C9gJdALvcM4NTO2opgfPbFI9MTVlYrIHl5ONzMQUAprSTEwmFWZPJllO\nlvcj+HXIxFiqEMQUe2KK68WUBjHNysSIiIiINMyUZGLM7Otm1m1mzsyOL9t3tJndYWbrzeweM1sz\nzuWOA252zr0H2Aoc2ahxT3fxoPAhe258LjD5crLAsxFTIU9ENl+cnWycxv6STEw2VSgns8n2xAQB\nfm7ymRgvnSRn3lBQFYRBTC7eNHRMs3piRERERBpmqjIx1wBfBG6rsO/bwHecc1eZ2RuAK4HTzWwx\ncHXZsQ8AnwI+YmZnAkng0UYN+nD13IXPBeBVqw9ai3SE0xafxkUnXMSrVhWO8ytkYqpq7K9piuXC\n9ZvCTIzvGb538BTL5ZkYH7BJ9sTkgwiRXN+krgHgpZKkguhQE38kzMiUBjHxqE86myeXdyO+PxER\nERGZvCkJYpxztwBDHwKLzGwhcBLwsnDTtcDlZrbSOdcNnFl+LTP7MHCFc+4X4fNzgF82bPCHoVMX\nn8oNb7yBBU0LxjzOM4+LT7x46LXZwVMsV9PiUssUy8VysmJPTGk/DFRe7LJemRjnBwT5yWdignSa\nTBAdeh1pKQQxrjQTEyl8f4l0lrb45MYtIiIiIiMdbo39y4BtzrksgHPOAZuA5WOc81vgrWb2DeAM\n4O5KB5nZh81sS/HR399f56FPrYXNCw8KCsdTsZysisxK4E9+iuXSUrLS15kR5WSFPhYvOslMTCRC\nJJclW+VkBOWCTIpMJDb0emi9mHCWMhheB0fN/SIiIiL1dzg29pd/Kh7zk7lz7nHgvHEv6txXgK8U\nX3d1dVX36XsG8j2jPGaptiem1imWiz0x0bIgJlphsctsOpydbLKZmCBCJJ8lncsT+LXH75FMikxs\nOIhp6WwjB/hhRgaGy+XUFyMiIiJSf4dbJmYz0GVmAYAVUgvLKGRjpA6euHsHA71heVaFnphqkhS+\nZy7DgWUAABtkSURBVGRq7IlpHionKwtiKix2WQxi/MkGMZEokXyO1CQDi2g2Ta4kE7N6zWrykQjH\nP++4oW1NQ+VkCmJERERE6u2wysQ453aZ2f3AhcBVwPlAd9gPI5PUuzvB9d9fB8D7vnkWvtlBmZfq\nGvs9nCuc402web1YytUUCcvJgpHnVWrsz4XrxHjRKJMSieDhSKcy0BIb//gyg+kcG3b1E82m6I8N\nT6ccLFjAs2+5Gb+9fWhbMUhTECMiIiJSf1MSxIT9K+cCi4HrzazfOXdUuPu9wFVm9kngAPC2qRjj\nTJQeHP5A/cRd2/E94/5NPVx1+9OsXtBK72CGPf2pCV8vCAOXTD5PzJvYQpTl5WQHZWIqLHaZy4Q9\nMZHJ3a7FcrTUYAponfB5G3f3c/mNG/jlg9vwMhmuzWawpviIY4I5c0a8bgqDmKTKyURERETqbqpm\nJ7sYuHiUfU8Apx/aEc0O2ZKswE0/foKzWz3+C/jUr9fVdL3AKwQc1fTFFGcdi0d8zA7uiam02GW+\n2Ngfm3wmBiA1mKy4e8v+BDc8tguAzuYIm/YmuPvpfdy5YRev3XAr/7XhRpqThXVUn71q0ZhvpUyM\niIiISOMcVuVk0ljZTCEwOOb5S9jVfYD8tgEuibTgt0dwC2MwmOPh5jxHP2suQc5x/FFzSRxI09we\nJZfLc2D3IO0LmvDDwKOYibnn6X20xQPWHtE51GMTj1TOzBR7XaK+RyR8lKqYiQl7YoJJ9sQE8UIJ\n2cd+ci+vfXGa9Tv7WbetF98zUtk8j247cNA5y5P7+bcnfsWqpx8m0tVF0wln4s+ZQ+cb3zDmezWV\nTLFcL8lMbtQ/VxEREZHZREHMLFLMxBzxrE5e8tZjWXf7Nu773TMM9KTI7i2UkR0LsG4rAJsX7ueR\nXYMc98KlHNibZPO6fbR0RHnNJScy74hWXrpmEdfct4W3f/9PQCGoKU65fMazFvCiZy1g4+5+ntrd\nz6a9CcyM3sFCViXwLQxkytaJCYOavmSWfN7x1O5+evoGAfAn2RNzzPJ5HAD29wzw6TD7tKAthmeQ\nz+V5f+seztpyP9FsmrT5NG16Cv+ZpwHoOO88Fl/6SbySGcjG0lTHKZYf3dbL537zGHds2ENbU4Su\nOc08a1Er//f1a2mJ6Z+wiIiIzD76BDSLFDMxQfjb/DV/uZQ1f7mUbCZH765BEgfSPHrLVvyoR7Iv\nw6Z1+wB49NZtACw5qoOdTx/gl//6AG/8+Cmc0NrM5accxbqWPL7v8eDmHtqbIvQls9z4+C5uWb8b\ngNZYwKr5LXgGbfHC89ZYQEdThI6mkdmVjubC62/fspEf3fUMiXSOF2/axsmAH5tcJiYSL/SxXP2O\nk3kwFeWoO3+P3XAdLpMm33uA7O7dQ8dGAX/+fFrPO4/2V76S1he+oKr3aq7DFMub9yX4+g1P8st7\nN/LCPbdzceJJMtFWeja3s9va+Gl7hne+6rSary8iIiIyXSmImUWy6TCIiY4s4QoiPvOOaGXeEbDs\n2LkA5HJ5Hr1lKwtXtLPp0b1EYgHPOauLpx/aw++/+wi//Nr9JA6kySRznPSXS1i4soWL33wkkbBh\n//EdB9jbn+aoha0sbItVXIjzu289hdayTMLCtjjXvu/5/PRPm+jek+CEZR0su+spuA+WL+yY1Pfv\nNTUB0Pv2C1kVBKR7evDnzMGfOxd/7lw6zjuPzje+gcjSpbhUCovHq15AtKjWnphMLs89T+/jqju6\nuf6xnSwa3MHbe/5IbLCHhSuPxOVztOzcwaLUZn57/ybe8cpTax7jiPfN5okEh9uM6yIiIiKVKYiZ\nRXJhViCIjP9h1fc9nnPWMgAWrx4OHo46eSH9+4/i7l9tBAdzFjez7vbtrLt9O3f/aiPOQbwlwmnn\nrGJ5W4Std+0kduICkv0ZYs0BbXPjBOEH/DVL2yu+98kr5nDyiuHZvvb3PcSOn0E0Prlyso7Xv47s\nvr2kHnucXE8P8z/wt3S+8Y0Vp262MOCpVbF3pXcwwxM7+thxIEk88GiJBXhmpLI5Utk8e/pT7OhN\nsnlfgoe39vLotgOksnmiLsMF3jrm77wL3/c54+3v5bmvOAczwznH//npXdx3/24e3NLLics6ax7n\nhu4efvr1+/Eyjg984YW0Nk8u2yUiIiJyKCiImUUyQ5mYyTWHn3j2co474wiyqRwYbHl8P337kqy7\ndRtNbVF6dia44QePAZDL5rnz50+NOH/B8jZe9b7n8NR9uziwZ5C5S1s4+tRFROOVb0eXLvTR2CQb\n+yOLFrH4k5+c1DUmqpiJ+c4tG/nOLRsndE57POC0lXM4MbeJpvv+m8GefSxcdSSvfP+HmL985dBx\nZsYFZ6zhRw/cxtX3bKo5iPnDTc/w4H9toDNfyOT85Op1vPudJ9R0LREREZFDSUHMLDKUiYlOvmwo\nEvWJhB/Ujz6lMN3wSS9bAcDOpw/w8y/9GT/q8fzzj2bfph6aYzmSB5Ic2JPkmU19/Mdlt5HNDpdB\n3fGTR/HI47s0J+dvJ/v8V7Mv28Giu35M9KFbAcjkPFKDWWJNh/9tu7g9zhtO7mIwnWPV/BaWdMZJ\nZ/Mk0jlyeUcs8IgGHvNaYyztiDMv5uh56E4evO6H7N2yiXxLCy951/t5ztkvx6uwBs9xSzs4oauD\nXz24jUtffSxt8YkHePl8nu/9+0Ok7t2LbzD3JUvY+sdtDPx5D4k3ZWhuUjZGREREDm+H/6dBqZuh\nnpgK0/S6TIbk44+TWv8kXksz7a94RcVr5BMJcv39uGSS9DPPkNm6jdz+fWT37Se3b9/Q81MGm2k/\n9QQWbN1C5POfA+doAxYA/vKXs3H1a1nqb+Porb9jx4EmthzxIiyfZaBlCbdyNu7OLLCXx/1XsuiY\no5gX9HDb1X3k//N2nnNWF2tf1EXrnBgunNLZzMjnHTue6qFjYTMtHbEG/SnCvm1baensJNY8PFNZ\nJp0iiESH+lM8z/jnc49h67pHePrBW9h77yaOWLacRUc+C5fLsXndw2x9fB1b+vvYlMuRSaXI57LE\nmls4+dXnctrr/hfN7WP3AF1w2nI+8fOH+dWD23jL81ZMaOx33rudG//zcToTjoGI8fL3HM9z1y7k\nW/sGyd/fw09++hjvevtzav/DERERETkErPghcLbp6upyW7Zsmeph1FV+cJCN57wGr7mJI/71X4mt\nXg1ALpkk/eQG/vx4jAdv2MwrF91L+5J2mk97Hol77iHxpz+RuP9+XCIxdK3Ws19CbPWRpNavJz8w\nQD6dIrd7D5lt28Ycg9fSgj9vHi6TIbt9O/g+kcWLaX/VK/Ha2vHb2/Da2tj+q+vJ3/x7DMe8911E\nxznn4LW2sWM3/P57j9K5+V6Wbr2VHaddyPb0fACaO6LEmgL270iAwdwlLfTtS+L7Hqufu4AdG3vZ\nt20ALzCO+YslHHnSAhauaGewL83erQNsfmwf/fuSHHfGEaw6Yf5BDfHJgQxPP7ib9vlNLD2qEwx6\ndw2Sy+aZd0Qrffv2cOt//oDHbv0j8dY2XnDBW1l+/HO485qf8NjtN7Nw5VGc+dZ3sWDFSv78m19y\n329/SXqw8Gfq+QH53Mg1YzoXLaF13jzM8wGfo075C9ae9eKhWdTG05/K8rzPXc/qBa38+gMvIJ/P\n09uXpq8/zUAiSyKRITGYZXAwSzKZ5bE/76RlyyAOSK5o5h0Xncj8OeFkB30pvvv3t5E3+Nsvn6Fs\njIiIiBxyZrbVOdc1oWMVxMwc6c2beeqlLwMK/SPRI48kk0xyfVOepT39uLaXsn3pGbzg9o8RzQwM\nnWfRKE0nnEDzqacSWb2KrZ/5DPQWFn7csqCTdYvn0pnNszYfoX31avojAYvnzKdp1UoiR3QRzJs7\nNMOXF43inCOxdSsbLriAVN8B5v/Tp/FWriA9mCA9OEh6MEGyp4e9116Da22l4+yz6Vqzlj2bukkO\n9HP6G97EIz/8Po/efTv+4kWkk1lyWWPlCcfxrNP/kvTgAu76+f9j19O3YGRxLk8+n8fz25m//Fl4\nkTXs39lKLvUnssl7wVVYcLIkgDEzzCCfd1D851Dc7QovPN/HuQwun8ULluHy+3D5kj9DfxEutxvI\nAxEggxfMoanjuTR1HI0fmU/Pzm3k0zsAaFtwJCvXriDRl2H7hh5SicIY460R2ubGyefyZNN5sukc\n2UyeTDqHyznirRGa2grBXC7n2LJngIFEhjhGLA8eY89U1tPq8bILj+HUExcftO+b37oP92APTafP\n551vUzZGREREDi0FMRMwE4OY1FNPsfHV5+C1tuK1tZHdvp19LXHuOuoIAKL5FnLxI1mw607i8+fR\numQpTcuW07RiBev/dCdtc+fTu3snu54uNOL7QYRcttBUX8wk+EFALpuluaOTVSeeQiadIjXQT7K/\nv/B1oJ/UwADO5Wv+PjoWLqJ3104isTixlhY83yc9OEiyvw+AeV3L2btlE61z5tKxaDFmHtlMngO7\nt5Po3Q9A67yF9O/dRbRpLs2di4hEfeItEfDgwO7Cmjie72EGmVQWl4dI3KdtbpxsJk/iQBqjEFTk\nczkGepPgPCLNJ3HkKaeRGkjwzEPXkc/upanzVFaufQ753D62PvZbUon9dC5+Hk0da8llbWiR0c5F\nzcxd2kI6keWZR/dyYE8S84yFK9pYvKqDVCJD7+5B+ven8CMefsQjEvUIon5hRjkzUgMZBvszpAaz\n+IGRN9g5kCYXGBb18GI+frRwbhD1iUQ9IjGfaMxn4aIWXnbWCjyvck9Uz4EUV378NnJmfOBfzqBp\nlIkWRERERBqhmiBGn1JmEJdKATDvb97F/IsuIj8wwAM3Xw8/+C5zlxzBvh3bIf0QOzpbIJuEzRsL\njzsK5+9g/dC1mto7mN+1nLb5C3j+G99CNp3i9v/6Mfu3b+PIk5/HY7f9kUdvvh6ASLyJeEsr8ZYW\nWufNI97SRry1lVhzM9GmZqLxJqLNJV/DbZFYjCAWI9nfz+ZHH6Jz0RK2Pv4o9/zyGhasXM35n/g0\nLZ2FqZadc+zZ1M09v7yGx2+/mZUnnMSrP/gx4i2tw99/eMxd117N+nvuYO1LXs5Zb3s3kdjY5Vn5\nXJ6B3jStcyqvZwMw0Jti2/oejnj2HJrbC1MyJwdOYrAvTefCZswrnveiCf999e1LEmsORp2V7VDr\nbI8RP64THu7lpz97jLf/9dqpHpKIiIhIRcrEzCCDDzxA9wVvYuFHP8q8d70TgOu+/XUevvE63ved\nH3Pd9x5g06N3s/K4HM9+/gvZs/kZmtraWbB8Jc2dc0gNDJAa6Gf52hMw8/D80adidvk8g/19xJpb\n8IP6fgjf1b2ROUuWjhp8DPTsp7mjc8xFHjOp5LjBixxsf2+SKy67g2XPX8yFF6yZ6uGIiIjILKJM\nzCyVT6eBQo9LUWqg0LfR1N4BXgfNnafz2o+cAcCzT39hze9lnjfu7Fm1Wrhy9Zj7i9mZsSiAqc2c\njjh//7UzRy05ExERETkc6JPKDDK0KGRJEJPNpPGDADMjl8kVeitExqAARkRERA53ysTMIK6YiYkN\nBzG5bBY/Unj90ncdN7RWjIiIiIjIdKUgZgZx6UJjv1eaiUmn8SOFNT/a5zVNybhEREREROpJdSMz\niKvQE5PLZggi0dFOERERERGZdhTEzCDD5WSxoW25dBo/ooSbiIiIiMwcCmJmkKHZyUoyL9lsVpkY\nEREREZlRFMTMIC5VoZwsM9wTIyIiIiIyEyiImUEqzk6WyQzNTiYiIiIiMhMoiJlBikGMV7ZOTKCe\nGBERERGZQRTEzCAVZyfLZPEDlZOJiIiIyMwxrYIYM5tjZlea2eaxts1W5UGMc45sJq1yMhERERGZ\nURoexJjZ182s28ycmR1ftu9oM7vDzNab2T1mtmasaznn9jvn3gU8Mda22cplswBYUCgfy+dy4Jwa\n+0VERERkRjkUmZhrgBcAz1TY923gO865ZwFfBK4EMLPFZnZT2eNrh2Cs01oxiCEMYnKZQmZGUyyL\niIiIyEzS8I5v59wtAGY2YruZLQROAl4WbroWuNzMVjrnuoEzGz22mcZlMwBYmHnJZgqvtdiliIiI\niMwkU9kTswzY5pzLAjjnHLAJWD7WSWZ2BXCMmV1hZkeOtq3CeR82sy3FR39/f12/mcNCNgeA+T4A\nuTCoUSZGRERERGaSqf4VvSt7bRWPKj3BuYsmsq3CMV8BvlJ83dXVVf7e0155T0wuXczEqCdGRERE\nRGaOqczEbAa6zCwAsEK92TIK2RipwUE9MdliEKNMjIiIiIjMHFMWxDjndgH3AxeGm84HusN+GKmB\ny2YhCIb6j7LpYmO/MjEiIiIiMnM0vJzMzL4BnAssBq43s37n3FHh7vcCV5nZJ4EDwNsaPZ6ZzGUz\nQ/0wAHO7lvHWL/4bzR2dUzgqEREREZH6OhSzk10MXDzKvieA0xs9hlkjmxvqhwGIRGMsWLFqCgck\nIiIiIlJ/U9kTI3XmstkRQYyIiIiIyEykIGYGcdksqP9FRERERGY4BTEzSHlPjIiIiIjITKQgZibJ\nqJxMRERERGY+BTEziMvlFMSIiIiIyIynIGYGKfTEKIgRERERkZlNQcwMUuiJURAjIiIiIjObgpiZ\nRD0xIiIiIjILKIiZQbROjIiIiIjMBgpiZhCXy6knRkRERERmPAUxM4jLZtUTIyIiIiIznoKYmSST\nUTmZiIiIiMx4CmJmEPXEiIiIiMhsoCBmBtE6MSIiIiIyG+gT7wzhnKPj3HOJH3vsVA9FRERERKSh\nzDk31WOYEl1dXW7Lli1TPQwREREREQHMbKtzrmsix6qcTEREREREphUFMSIiIiIiMq0oiBERERER\nkWlFQYyIiIiIiEwrCmJERERERGRaURAjIiIiIiLTioIYERERERGZVhTEiIiIiIjItDJrF7s0sxSw\ne6rHAbQC/VM9CDms6R6Rsej+kPHoHpHx6B6R8Ryqe2SBcy42kQNnbRBzuDCzLRNdmVRmJ90jMhbd\nHzIe3SMyHt0jMp7D8R5ROZmIiIiIiEwrCmJERERERGRaURAz9b4y1QOQw57uERmL7g8Zj+4RGY/u\nERnPYXePqCdGRERERESmFWViRERERERkWlEQIyIiIiIi04qCmCliZkeb2R1mtt7M7jGzNVM9Jmk8\nM/u6mXWbmTOz40u2j3o/1LpPph8zi5vZL8K/zwfM7HdmtjLctzB8/aSZPWJmLyg5r6Z9Mj2Z2XVm\n9lB4j9xqZieG2/VzRIaY2T+W/l+j+0NKhZ9FHg9/jjxgZn8Vbp8+94lzTo8peAA3Am8Pn78BuHOq\nx6THIfl7PwPoArqB4ydyP9S6T4/p9wDiwKsY7lf8W+C68Pm/A58Kn58KPAMEk9mnx/R8AJ0lz18H\n3Bc+188RPYp/pycB/xP+ez9e94ceFe6REZ9DJnsvTMV9osb+KWBmC4H1wHznXNbMDNgO/IVzrntK\nByeHhJl1A+c45x4Z634AErXs0300M5jZKcDVzrmjzKwfWOWc2x3uuwf4mHPuplr3TcX3JPVlZm8D\nPkAh+NXPEcHMYsBNwJuBPwLnALvQ/SElSj+HlGybVp9HgkZdWMa0DNjmnMsCOOecmW0CllOIjGV2\nGet+GKhxX/eh/zakAS4Bfm1m8wCvGIiEuoHlte5r6Kil4czsh8BZ4ctXoJ8jMuyfgB87554ufJYE\ndH9IZf9hZh5wN/AJptl9op6YqVOeArOKR8lsMdb9UOs+mcbM7JPA0cCl4SbdIzLEOfdW59wy4B+A\nLxU3lx2me2SWMbPTKZSNfrPCbt0fUuoM59wJFEoP9wI/CLdPm/tEQczU2Ax0mVkAEKbdlgGbpnRU\nMlXGuh9q3SfTmJn9HXAe8ErnXMI5tzfcvqDksBXAplr3NXL8cug4535AISOzBf0cEXgRcAzwdFgu\n1AX8Hjge3R9Swjm3KfyaAb4GvJBp9nlEQcwUcM7tAu4HLgw3nQ90q750dhrrfqh13yEbvNSdmX0Y\neBPwUudcT8munwEXh8ecCiwGbpvkPplmzKzdzJaWvH49hd+i6ueI4Jz7vHNuqXNupXNuJYXg9uVh\nsKv7QwAwsxYz6yzZ9Cbg/un2eUSN/VPEzJ4NXAXMAw4Ab3POPTqlg5KGM7NvAOdS+CC5B+gPm7ZH\nvR9q3SfTj5l1UfiN1kagL9yccs49z8wWAT8CVgFp4P3OuZvD82raJ9OPmS0DrgWagDywG/g759wD\n+jki5comkdH9IQCY2WoKP0d8CmVfG4EPOue6p9N9oiBGRERERESmFZWTiYiIiIjItKIgRkRERERE\nphUFMSIiIiIiMq0oiBERERERkWlFQYyIiIiIiEwrCmJERERERGRaURAjIiJVMbNuMzu+wvabzGyj\nmT1Q8jjbzH5b8tqZ2UPh81srXOMqM9tiZleEr880s3urHN+3zOzLFbb/ysw+VPL6G2b2V9Vce5z3\n/ZCZbah2vCIiUr1gqgcgIiIzyiXOuf8u23Z98YmZOeD5zrn+Ma7xeefc5ZMYw5XAf5vZx51z2fB9\nFwEvAd4VvjbgFcDHJ/E+Izjnvmpm9wMHBVAiIlJfysSIiMi0YGYdZvYHM7ssfL3YzP7LzO4Jszv/\nBOCcuxfYCby65PS3Ab91zu0OX58CPOGc6zOzT5Vmbszsb83sqvD5283sOjO72sweN7Mbzew4M/uN\nma0Pt+v/UhGRQ0w/eEVEpJ6+XlZOtrIeFzWz5cCNwA+cc58JN/8AuNw5dxpwEnCamb0+3Hcl8I6S\nS7w93Fb0euAXE3z7U4G/c84dAySA/wTeDKwJH2dX/Q2JiMikqJxMRETqqVI52WQtAW4G3uGcuwnA\nzFqAFwOLCpVhALQCx4TPfwx8LiwjOxJoA64rueZrmXjwcbtzbkv4/H6g2znXG47jQWB1Dd+TiIhM\ngoIYERE53O0HngHOAW4Kt3mAA051zmXKT3DO7TOz3wAXAscC33fO5QHM7FlAj3NuR3h4FvBLTo+X\nXS5Z8jxX4bX+LxUROcRUTiYiIoe7JPA6YIWZXWFmnnOuD7iVksZ8M1tqZl0l510JvBt4A/D9ku3l\npWRPAaeYmWdmzcD5Dfo+RESkThTEiIhILa4Pp0IuPorBQ3lPTF2mMA6zLRcAMeCHZhYAbwGONbOH\nzexh4FpgXukYw+P/7Jx7umT76xgZxFwL7ALWAT8HHqjHmEVEpHHMOTfVYxAREQEK68QA905yiuWx\nrr8E+L1z7jkNuv6ZwJedc6c04voiIlKgTIyIiBxOeoFLiotd1ptzbnsDA5gPAd8E9jTi+iIiMkyZ\nGBERERERmVaUiRERERERkWlFQYyIiIiIiEwrCmJERERERGRaURAjIiIiIiLTioIYERERERGZVhTE\niIiIiIjItPL/AfkVY7VGloOjAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fbdc55bab70>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f, ax = plt.subplots(2,1,figsize=(12, 8), dpi=80)\n",
    "\n",
    "z_fix = 14.05\n",
    "\n",
    "ax[0].set_title(\"dLET at Z = {:g}\".format(z_fix))\n",
    "\n",
    "for i, (z, data) in enumerate(pages_tlet.items()):\n",
    "   # print(data.shape)\n",
    "    let_lwr = data[:,0]\n",
    "    let_upr = data[:,1]\n",
    "    let_avg = (let_lwr * let_upr)**0.5\n",
    "    \n",
    "    if z == z_fix:\n",
    "        ax[0].plot(let_avg, data[:,2], label=\"all particles\")\n",
    "        ax[0].plot(let_avg, data[:,4], label=\"protons\")\n",
    "        ax[0].plot(let_avg, data[:,6], label=\"He\")\n",
    "        ax[0].plot(let_avg, data[:,8], label=\"C\")\n",
    "        ax[0].plot(let_avg, data[:,10], label=\"O\")\n",
    "        ax[0].plot(let_avg, data[:,12], label=\"N\")\n",
    "        ax[0].set_yscale('log')\n",
    "        #ax[0].set_ylim(1e-6,0.5)\n",
    "        ax[0].set_xscale('log')\n",
    "        ax[0].set_xlabel(\"LET [keV/um]\")\n",
    "        ax[0].set_ylabel(\"fluence [a.u.]\")\n",
    "        ax[0].legend(loc=0)\n",
    "        \n",
    "        ax[1].plot(let_avg, data[:,2], label=\"all particles\")\n",
    "        ax[1].plot(let_avg, data[:,4], label=\"protons\")\n",
    "        ax[1].plot(let_avg, data[:,6], label=\"He\")\n",
    "        ax[1].plot(let_avg, data[:,8], label=\"C\")\n",
    "        ax[1].plot(let_avg, data[:,10], label=\"O\")\n",
    "        ax[1].plot(let_avg, data[:,12], label=\"N\")\n",
    "        ax[1].set_yscale('log')\n",
    "        #ax[1].set_ylim(1e-6,0.5)\n",
    "        ax[1].set_xlabel(\"LET [keV/um]\")\n",
    "        ax[1].set_ylabel(\"fluence [a.u.]\")\n",
    "        ax[1].legend(loc=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "beam.dat\t  dleta_cyl_r.dat\t     tlet2_cyl1.dat\r\n",
      "comparison.ipynb  d_letp_10.dat\t\t     tlet2_cyl2.dat\r\n",
      "d_cyl_10.dat\t  d_letp_14.dat\t\t     tlet2_cyl_r.dat\r\n",
      "d_cyl_14.dat\t  dletp_cyl1.dat\t     t_leta_10.dat\r\n",
      "d_cyl.dat\t  dletp_cyl2.dat\t     t_leta_14.dat\r\n",
      "d_cyl_r.dat\t  dletp_cyl_r.dat\t     tleta_cyl1.dat\r\n",
      "detect.dat\t  d_yzmsh.dat\t\t     tleta_cyl2.dat\r\n",
      "d_let2_10.dat\t  geo.dat\t\t     tleta_cyl_r.dat\r\n",
      "d_let2_14.dat\t  let_distrib_lin_all.out    tlet_distrib_l.out\r\n",
      "dlet2_cyl1.dat\t  let_distrib_lin_small.out  t_letp_10.dat\r\n",
      "dlet2_cyl2.dat\t  let_distrib_l.out\t     t_letp_14.dat\r\n",
      "dlet2_cyl_r.dat   let.inp\t\t     tletp_cyl1.dat\r\n",
      "d_leta_10.dat\t  mat.dat\t\t     tletp_cyl2.dat\r\n",
      "d_leta_14.dat\t  README.md\t\t     tletp_cyl_r.dat\r\n",
      "dleta_cyl1.dat\t  t_let2_10.dat\t\t     Water.txt\r\n",
      "dleta_cyl2.dat\t  t_let2_14.dat\r\n"
     ]
    }
   ],
   "source": [
    "!ls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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1ZuaHSGnJAHotiJbUFbte8sDvqcoGZnG+soDjWlA210TMNpQpPJE+ZG0RwHM8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\nwr7RKk87FC3ODCCOcRG8V7T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p7/u+aZp/KOkf06AM/KdN0/xpSVt93//Irf/SDVcApO/r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JyfR9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\ngg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fbdc4d98fd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data = np.loadtxt(\"d_cyl_r.dat\")\n",
    "from matplotlib import colors\n",
    "vmin = 1e-5 # data[:,2][data[:,2] > 0].min()\n",
    "vmax = data[:,2].max()\n",
    "norm = colors.LogNorm(vmin=vmin, vmax=vmax)\n",
    "fig, ax = plt.subplots(1, 1,figsize=(12, 8), dpi=80)\n",
    "mesh = plt.pcolormesh(data[::400,0], data[:400,1], data[:,2].reshape(400,400), cmap=\"gnuplot2\", vmin=vmin, vmax=vmax, norm=norm)\n",
    "cbar = fig.colorbar(mesh)\n",
    "cbar.set_label(label=\"Dose [a.u]\", rotation=270, verticalalignment='bottom')\n",
    "plt.ylabel(\"Z [cm]\")\n",
    "plt.xlabel(\"R [cm]\")\n",
    "#plt.xlim(0,0.15)\n",
    "#plt.ylim(0,3.2)\n",
    "#plt.axvline(0.1, color='pink', label='1mm')\n",
    "#plt.axvline(0.01, color='brown', label='0.1mm')\n",
    "#plt.axvline(0.001, color='green', label='0.01mm')\n",
    "plt.legend(loc=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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K9can5rE153zJdQfoqGmhj+hj1y6dZQXFDLT5/TgQbsKidKURQWZiEV1av74L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zWp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\n0m9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qpG+knYaTJmabUW97wlng0RP2nYgscU4v2P44+VR1S7RivN0h9cr2b8tYUnsqEhgD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j8qzIoWGbojkpozsV9Z0ak9c+BUZz3l/ZPbzPqzp63vlDKFbHWOo7cohDU2UeT/df6ZuH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\nrkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fbdc5648d30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "data = np.loadtxt(\"dletp_cyl_r.dat\")\n",
    "from matplotlib import colors\n",
    "vmin = 0\n",
    "vmax = 5\n",
    "norm = colors.LogNorm(vmin=vmin, vmax=vmax)\n",
    "fig, ax = plt.subplots(1, 1,figsize=(12, 8), dpi=80)\n",
    "mesh = plt.pcolormesh(data[::400,0], data[:400,1], data[:,2].reshape(400,400), cmap=\"gnuplot2\", vmin=vmin, vmax=vmax)\n",
    "cbar = fig.colorbar(mesh)\n",
    "cbar.set_label(label=\"LET [a.u]\", rotation=270, verticalalignment='bottom')\n",
    "plt.ylabel(\"Z [cm]\")\n",
    "plt.xlabel(\"R [cm]\")\n",
    "plt.legend(loc=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}

## d_cyl.dat
0.025 0.443723 7.86149e-05
0.075 0.446187 7.76619e-05
0.125 0.448397 8.25234e-05
0.175 0.451088 8.75151e-05
0.225 0.452218 9.07243e-05
0.275 0.45395 8.74912e-05
0.325 0.455592 8.52703e-05
0.375 0.456471 8.77629e-05
0.425 0.458425 8.73519e-05
0.475 0.459402 8.90331e-05
0.525 0.460258 8.85475e-05
0.575 0.462153 8.88512e-05
0.625 0.462727 9.22005e-05
0.675 0.463904 8.4074e-05
0.725 0.465245 8.89274e-05
0.775 0.465514 9.11938e-05
0.825 0.467326 8.92303e-05
0.875 0.467975 9.25767e-05
0.925 0.468696 8.99011e-05
0.975 0.470208 8.89913e-05
1.025 0.470714 9.42397e-05
1.075 0.4719 8.96722e-05
1.125 0.472657 8.85642e-05
1.175 0.473054 8.3138e-05
1.225 0.474765 8.57835e-05
1.275 0.475041 8.33145e-05
1.325 0.476026 8.88012e-05
1.375 0.477016 8.75822e-05
1.425 0.477151 8.56098e-05
1.475 0.478988 8.83684e-05
1.525 0.478966 9.0513e-05
1.575 0.479823 8.85126e-05
1.625 0.480761 9.19432e-05
1.675 0.481044 8.88577e-05
1.725 0.482567 8.80734e-05
1.775 0.482662 9.28851e-05
1.825 0.48369 9.10669e-05
1.875 0.484333 9.22687e-05
1.925 0.48456 9.08831e-05
1.975 0.485972 8.71063e-05
2.025 0.486056 8.68456e-05
2.075 0.487299 8.50994e-05
2.125 0.487714 9.10267e-05
2.175 0.488129 9.31721e-05
2.225 0.489183 9.16954e-05
2.275 0.48935 9.15598e-05
2.325 0.490651 9.1826e-05
2.375 0.490812 9.14464e-05
2.425 0.491552 9.1429e-05
2.475 0.492269 9.40823e-05
2.525 0.492615 9.30561e-05
2.575 0.493727 9.01694e-05
2.625 0.493692 9.42929e-05
2.675 0.494995 9.74741e-05
2.725 0.49508 9.53474e-05
2.775 0.496008 9.11972e-05
2.825 0.496492 9.21246e-05
2.875 0.496958 8.8696e-05
2.925 0.497983 9.64421e-05
2.975 0.498154 9.398e-05
3.025 0.499419 9.64362e-05
3.075 0.499453 9.36247e-05
3.125 0.500661 9.91513e-05
3.175 0.50081 9.59346e-05
3.225 0.501701 9.38017e-05
3.275 0.502003 9.95071e-05
3.325 0.502614 9.54063e-05
3.375 0.503368 0.000101037
3.425 0.503759 9.5414e-05
3.475 0.504693 9.05892e-05
3.525 0.504792 9.44606e-05
3.575 0.50588 9.37288e-05
3.625 0.506013 9.43172e-05
3.675 0.507236 9.69691e-05
3.725 0.507451 9.04431e-05
3.775 0.50839 9.51064e-05
3.825 0.508598 9.68167e-05
3.875 0.509496 9.819e-05
3.925 0.50985 9.64248e-05
3.975 0.510652 9.62809e-05
4.025 0.511215 9.79443e-05
4.075 0.512065 9.50356e-05
4.125 0.512586 0.00010437
4.175 0.513119 9.58608e-05
4.225 0.513794 9.36218e-05
4.275 0.514256 9.57574e-05
4.325 0.515201 9.26913e-05
4.375 0.515665 9.79527e-05
4.425 0.516395 9.00191e-05
4.475 0.516956 9.54504e-05
4.525 0.517787 9.44255e-05
4.575 0.518391 9.55931e-05
4.625 0.51888 9.72856e-05
4.675 0.51951 9.25637e-05
4.725 0.520155 9.42859e-05
4.775 0.520904 9.81308e-05
4.825 0.521675 9.43695e-05
4.875 0.522355 9.34845e-05
4.925 0.522969 9.41661e-05
4.975 0.52372 9.30818e-05
5.025 0.524407 9.69897e-05
5.075 0.525083 9.63808e-05
5.125 0.525602 9.59731e-05
5.175 0.526491 8.86721e-05
5.225 0.527134 9.54043e-05
5.275 0.527873 9.8737e-05
5.325 0.528416 9.64046e-05
5.375 0.52918 9.38979e-05
5.425 0.529797 8.92693e-05
5.475 0.530664 9.53894e-05
5.525 0.531414 9.85931e-05
5.575 0.532227 9.38189e-05
5.625 0.532934 9.93715e-05
5.675 0.533528 9.98626e-05
5.725 0.534305 9.72212e-05
5.775 0.535127 9.62058e-05
5.825 0.535812 0.000105099
5.875 0.536664 0.000102282
5.925 0.537492 0.000101377
5.975 0.538315 0.000101787
6.025 0.539099 9.74934e-05
6.075 0.539971 9.4756e-05
6.125 0.54052 9.86857e-05
6.175 0.541453 9.92857e-05
6.225 0.542358 9.87896e-05
6.275 0.543065 0.00010077
6.325 0.543869 9.61879e-05
6.375 0.544612 9.50105e-05
6.425 0.545548 0.000102637
6.475 0.54652 0.000102955
6.525 0.547196 0.000100961
6.575 0.548039 9.70327e-05
6.625 0.549026 9.41263e-05
6.675 0.549857 0.000102858
6.725 0.550822 9.65912e-05
6.775 0.551545 9.50091e-05
6.825 0.552512 0.000101975
6.875 0.553352 9.95244e-05
6.925 0.554208 0.000101834
6.975 0.555182 0.000100555
7.025 0.556139 0.000105515
7.075 0.556972 0.000101829
7.125 0.558004 0.000100625
7.175 0.558936 0.000102011
7.225 0.559747 9.93317e-05
7.275 0.560855 9.6653e-05
7.325 0.561911 9.87876e-05
7.375 0.562774 9.81616e-05
7.425 0.563776 9.86971e-05
7.475 0.564743 0.00010461
7.525 0.565816 0.000105725
7.575 0.566713 0.0001013
7.625 0.567706 0.000104009
7.675 0.568751 0.00010074
7.725 0.569775 0.000102366
7.775 0.571006 0.000101548
7.825 0.572046 0.000102063
7.875 0.573093 0.000103116
7.925 0.574063 0.00010145
7.975 0.575231 0.000100599
8.025 0.576254 0.000102264
8.075 0.577479 0.000103286
8.125 0.578612 0.000103968
8.175 0.579722 0.000102151
8.225 0.580854 0.000104253
8.275 0.581998 0.000105481
8.325 0.583191 0.000102937
8.375 0.584438 0.000102524
8.425 0.585582 9.79352e-05
8.475 0.586884 0.000100454
8.525 0.588165 9.76329e-05
8.575 0.589303 9.71143e-05
8.625 0.590518 0.000100938
8.675 0.591957 0.000104382
8.725 0.593315 0.000104829
8.775 0.594555 9.90585e-05
8.825 0.595882 9.70417e-05
8.875 0.597104 0.00010466
8.925 0.598461 0.000101261
8.975 0.599925 0.000102581
9.025 0.601153 0.000107785
9.075 0.602609 0.000105779
9.125 0.603964 0.000101098
9.175 0.605659 0.000103897
9.225 0.60698 0.000109082
9.275 0.608453 0.000105152
9.325 0.609864 0.000109372
9.375 0.611473 0.000106623
9.425 0.612941 0.000107997
9.475 0.614514 0.000104931
9.525 0.615987 0.000105197
9.575 0.617607 0.000102402
9.625 0.619204 0.000103421
9.675 0.620737 0.000101092
9.725 0.622452 0.000103183
9.775 0.624107 0.000104647
9.825 0.625682 0.000107981
9.875 0.627415 0.000104009
9.925 0.628993 0.000111883
9.975 0.630773 0.000107887
10.025 0.632497 0.000107063
10.075 0.634424 0.000106005
10.125 0.63618 0.000106634
10.175 0.63798 0.000107151
10.225 0.639742 0.000108651
10.275 0.641599 0.000107718
10.325 0.643405 0.000106733
10.375 0.645309 0.000109396
10.425 0.647388 0.000107071
10.475 0.649529 0.000106725
10.525 0.65144 0.000107773
10.575 0.65338 0.000107231
10.625 0.655554 0.000104836
10.675 0.657631 0.000108539
10.725 0.659823 0.000109427
10.775 0.661953 0.000110748
10.825 0.663976 0.000109327
10.875 0.666265 0.000105654
10.925 0.668527 0.000108776
10.975 0.670843 0.000109591
11.025 0.673227 0.000108838
11.075 0.675501 0.000107982
11.125 0.677904 0.000105669
11.175 0.680383 0.000106485
11.225 0.682827 0.000110456
11.275 0.685445 0.000117697
11.325 0.688114 0.000119656
11.375 0.69068 0.000109586
11.425 0.693318 0.000116225
11.475 0.69603 0.000111365
11.525 0.698799 0.000109884
11.575 0.701608 0.000112288
11.625 0.704531 0.000117601
11.675 0.707451 0.000115238
11.725 0.710479 0.000115323
11.775 0.713552 0.000114693
11.825 0.716655 0.000117059
11.875 0.719825 0.000114776
11.925 0.723017 0.000114832
11.975 0.726356 0.000112573
12.025 0.729757 0.000115086
12.075 0.733201 0.00011486
12.125 0.736755 0.000112334
12.175 0.740399 0.000115229
12.225 0.744025 0.00011746
12.275 0.74779 0.000116606
12.325 0.751621 0.00011832
12.375 0.755734 0.000122639
12.425 0.759623 0.000124007
12.475 0.763694 0.00012665
12.525 0.76806 0.000123383
12.575 0.772361 0.000117846
12.625 0.776793 0.000121803
12.675 0.781273 0.000121727
12.725 0.786024 0.000121148
12.775 0.790763 0.000124286
12.825 0.795574 0.000124679
12.875 0.800626 0.000129591
12.925 0.805866 0.000126089
12.975 0.811158 0.000124561
13.025 0.816571 0.000128547
13.075 0.822071 0.000134843
13.125 0.827998 0.00013444
13.175 0.833741 0.000130607
13.225 0.83985 0.000134344
13.275 0.846119 0.000132392
13.325 0.852632 0.000131523
13.375 0.859297 0.00013286
13.425 0.866203 0.00013509
13.475 0.873303 0.000131168
13.525 0.880682 0.000135437
13.575 0.888397 0.000141476
13.625 0.896363 0.000135883
13.675 0.904428 0.000136906
13.725 0.912994 0.0001405
13.775 0.921807 0.000142547
13.825 0.93094 0.000141428
13.875 0.940447 0.000143735
13.925 0.950487 0.000140957
13.975 0.960774 0.000145338
14.025 0.971716 0.000144642
14.075 0.98324 0.000140891
14.125 0.995056 0.000146384
14.175 1.00747 0.000150711
14.225 1.02078 0.000152695
14.275 1.03473 0.000154042
14.325 1.04935 0.00015042
14.375 1.065 0.000152976
14.425 1.08127 0.000159838
14.475 1.09886 0.000161441
14.525 1.11751 0.000165628
14.575 1.13738 0.000168751
14.625 1.15899 0.00016588
14.675 1.18189 0.000164228
14.725 1.20676 0.000171226
14.775 1.23391 0.000173812
14.825 1.26343 0.000184141
14.875 1.29593 0.000186806
14.925 1.33196 0.000185855
14.975 1.37231 0.000197404
15.025 1.41748 0.000201313
15.075 1.46889 0.000214803
15.125 1.52799 0.000223705
15.175 1.59659 0.000237383
15.225 1.67638 0.00024642
15.275 1.76946 0.000264442
15.325 1.87614 0.000278115
15.375 1.99406 0.000296436
15.425 2.11568 0.000329867
15.475 2.22717 0.000361646
15.525 2.30778 0.000369338
15.575 2.33177 0.000384996
15.625 2.27672 0.000382206
15.675 2.13855 0.000384456
15.725 1.91418 0.000383592
15.775 1.57136 0.000356778
15.825 1.21357 0.000328493
15.875 0.879286 0.000281619
15.925 0.590095 0.000242867
15.975 0.364886 0.00018935
16.025 0.2069 0.000149634
16.075 0.107338 0.000105614
16.125 0.0508939 6.9317e-05
16.175 0.0219654 4.73328e-05
16.225 0.00879805 2.85205e-05
16.275 0.00343281 1.80872e-05
16.325 0.00147912 1.30342e-05
16.375 0.000825298 9.55561e-06
16.425 0.000642266 8.34095e-06
16.475 0.000578643 7.79313e-06
16.525 0.000554016 8.05468e-06
16.575 0.000553281 8.43644e-06
16.625 0.000546904 7.72102e-06
16.675 0.000543289 8.00859e-06
16.725 0.000535641 7.28702e-06
16.775 0.000528151 7.93893e-06
16.825 0.000531425 8.10165e-06
16.875 0.0005294 7.929e-06
16.925 0.000523119 7.7295e-06
16.975 0.000506663 7.23255e-06
17.025 0.000507015 7.30026e-06
17.075 0.000498074 6.97449e-06
17.125 0.000488217 7.03522e-06
17.175 0.000487865 7.28621e-06
17.225 0.000493011 7.54566e-06
17.275 0.000474873 6.94461e-06
17.325 0.000478713 7.12614e-06
17.375 0.000472487 7.21742e-06
17.425 0.00047153 7.41945e-06
17.475 0.000463787 7.36336e-06
17.525 0.000455495 7.0413e-06
17.575 0.00045334 7.36456e-06
17.625 0.000441983 7.02064e-06
17.675 0.000442146 7.21222e-06
17.725 0.000433299 7.3507e-06
17.775 0.00042957 7.05072e-06
17.825 0.000430765 7.16731e-06
17.875 0.00042341 6.38735e-06
17.925 0.000418723 7.10485e-06
17.975 0.000420357 6.89081e-06
18.025 0.000429779 7.18035e-06
18.075 0.000404885 6.61782e-06
18.125 0.000393457 6.84344e-06
18.175 0.000391939 6.82683e-06
18.225 0.000384937 6.11884e-06
18.275 0.000380556 5.90655e-06
18.325 0.000379845 6.01388e-06
18.375 0.000386844 6.78307e-06
18.425 0.000375261 6.44576e-06
18.475 0.00036427 6.05076e-06
18.525 0.000365732 6.54608e-06
18.575 0.000371392 6.97315e-06
18.625 0.000370516 6.39887e-06
18.675 0.000379747 6.57968e-06
18.725 0.00037392 6.63025e-06
18.775 0.000351617 5.56759e-06
18.825 0.000352261 5.91626e-06
18.875 0.000349158 6.23105e-06
18.925 0.000340073 5.8804e-06
18.975 0.000339981 5.81518e-06
19.025 0.000342598 6.11483e-06
19.075 0.000344165 6.35361e-06
19.125 0.000340776 6.17546e-06
19.175 0.000327697 5.97944e-06
19.225 0.000324085 6.1712e-06
19.275 0.000320408 5.89562e-06
19.325 0.000319169 5.69714e-06
19.375 0.000316946 6.09781e-06
19.425 0.000315613 5.91181e-06
19.475 0.000299743 5.7021e-06
19.525 0.000307908 5.66801e-06
19.575 0.000298528 5.78862e-06
19.625 0.000293248 5.53719e-06
19.675 0.000295976 5.80668e-06
19.725 0.000290013 5.34773e-06
19.775 0.000292367 5.53351e-06
19.825 0.000287617 5.70099e-06
19.875 0.000284509 5.57657e-06
19.925 0.000283604 5.73419e-06
19.975 0.000288097 5.56128e-06

## d_cyl_10.dat
0.005 0.600299 0.00617232
0.015 0.635671 0.00387805
0.025 0.63972 0.00282665
0.035 0.641277 0.00255704
0.045 0.637511 0.00232321
0.055 0.636598 0.00193672
0.065 0.639365 0.00181995
0.075 0.638324 0.00161926
0.085 0.638771 0.00158557
0.095 0.642809 0.00147134
0.105 0.642867 0.00146716
0.115 0.643322 0.00126404
0.125 0.640143 0.00130312
0.135 0.640904 0.00121465
0.145 0.642208 0.00116808
0.155 0.642398 0.0011208
0.165 0.644264 0.00106803
0.175 0.642429 0.00103057
0.185 0.643808 0.00104558
0.195 0.643345 0.00104535
0.205 0.64365 0.00104174
0.215 0.64328 0.000942217
0.225 0.642271 0.000979061
0.235 0.64293 0.000915293
0.245 0.644146 0.000868263
0.255 0.642503 0.000874055
0.265 0.642617 0.000922556
0.275 0.642191 0.000861467
0.285 0.642966 0.000926158
0.295 0.644484 0.000814044
0.305 0.641862 0.000835919
0.315 0.64021 0.000783931
0.325 0.64188 0.000842727
0.335 0.642253 0.000756376
0.345 0.642251 0.000778381
0.355 0.642661 0.00078733
0.365 0.642795 0.000802007
0.375 0.643326 0.000742078
0.385 0.642958 0.00077318
0.395 0.642492 0.000737057
0.405 0.642442 0.00072545
0.415 0.642457 0.000728344
0.425 0.642045 0.000686702
0.435 0.642258 0.000699028
0.445 0.642512 0.000674495
0.455 0.641435 0.000674175
0.465 0.642887 0.000682221
0.475 0.640679 0.000679148
0.485 0.642033 0.000664579
0.495 0.641907 0.000634182
0.505 0.642067 0.000626457
0.515 0.641275 0.000658061
0.525 0.642483 0.000637367
0.535 0.641447 0.000621187
0.545 0.642486 0.000602044
0.555 0.643002 0.000629515
0.565 0.642008 0.000624611
0.575 0.640696 0.000653464
0.585 0.641435 0.00057485
0.595 0.642249 0.000586555
0.605 0.641862 0.000609601
0.615 0.641508 0.000550954
0.625 0.640846 0.000583293
0.635 0.640989 0.000554978
0.645 0.640539 0.000550569
0.655 0.640456 0.000566612
0.665 0.640149 0.000567732
0.675 0.640841 0.000561812
0.685 0.64056 0.000544047
0.695 0.640562 0.000553503
0.705 0.640395 0.000532132
0.715 0.64115 0.000556571
0.725 0.640588 0.000559521
0.735 0.640446 0.000537212
0.745 0.640001 0.00051597
0.755 0.640416 0.000515361
0.765 0.639948 0.00051518
0.775 0.640154 0.000515358
0.785 0.639614 0.00054043
0.795 0.638821 0.000507815
0.805 0.63939 0.000506287
0.815 0.639399 0.000494701
0.825 0.639979 0.000492477
0.835 0.63924 0.000504015
0.845 0.639168 0.000494996
0.855 0.638649 0.000497938
0.865 0.638511 0.000481205
0.875 0.638948 0.000494945
0.885 0.638525 0.000496799
0.895 0.638942 0.000503521
0.905 0.638263 0.000486884
0.915 0.637672 0.000489734
0.925 0.637858 0.000474125
0.935 0.637216 0.000480819
0.945 0.637172 0.000463785
0.955 0.637154 0.000443698
0.965 0.638256 0.000487409
0.975 0.637711 0.000464909
0.985 0.637357 0.000459539
0.995 0.637262 0.000445219
1.005 0.636951 0.000459441
1.015 0.636297 0.00045555
1.025 0.636055 0.000442414
1.035 0.635212 0.000445596
1.045 0.635556 0.000457051
1.055 0.635752 0.000452103
1.065 0.63533 0.000436527
1.075 0.635218 0.000437395
1.085 0.635111 0.000404827
1.095 0.636218 0.000411195
1.105 0.635499 0.00042107
1.115 0.635604 0.000444325
1.125 0.635262 0.000448683
1.135 0.634441 0.000431669
1.145 0.633825 0.000424899
1.155 0.634554 0.000430356
1.165 0.634658 0.000413966
1.175 0.63381 0.00043978
1.185 0.63331 0.000403889
1.195 0.633187 0.000405651
1.205 0.633087 0.000410557
1.215 0.633028 0.000384883
1.225 0.633077 0.000436877
1.235 0.632808 0.000415272
1.245 0.632111 0.000384165
1.255 0.631556 0.000409444
1.265 0.631017 0.000395305
1.275 0.631244 0.000399171
1.285 0.630967 0.000431863
1.295 0.630527 0.000392674
1.305 0.630147 0.000411668
1.315 0.630569 0.000400044
1.325 0.629522 0.000387936
1.335 0.629981 0.000394088
1.345 0.629914 0.000396625
1.355 0.629801 0.000369437
1.365 0.628835 0.000394014
1.375 0.628051 0.000393427
1.385 0.627988 0.000373013
1.395 0.628192 0.000385019
1.405 0.627959 0.000366145
1.415 0.627362 0.00037118
1.425 0.626767 0.000379368
1.435 0.626233 0.000376869
1.445 0.626287 0.000357168
1.455 0.625877 0.000377163
1.465 0.624992 0.000371161
1.475 0.62417 0.0003778
1.485 0.623683 0.000363211
1.495 0.623321 0.000375632
1.505 0.622634 0.000378168
1.515 0.622135 0.000374018
1.525 0.621549 0.000357462
1.535 0.62056 0.000367763
1.545 0.620425 0.000382345
1.555 0.6196 0.000368346
1.565 0.618523 0.000346088
1.575 0.61721 0.000356924
1.585 0.616053 0.000362531
1.595 0.615804 0.00035497
1.605 0.613967 0.000344902
1.615 0.6125 0.000354014
1.625 0.611578 0.000369525
1.635 0.609749 0.000364205
1.645 0.60783 0.000358129
1.655 0.606096 0.000346854
1.665 0.604088 0.000374714
1.675 0.601157 0.000346136
1.685 0.598584 0.00033323
1.695 0.595043 0.000338852
1.705 0.591758 0.000326627
1.715 0.588983 0.000361249
1.725 0.585011 0.000356662
1.735 0.580597 0.000343906
1.745 0.57624 0.000362712
1.755 0.571237 0.00032312
1.765 0.566386 0.000337942
1.775 0.559722 0.000323752
1.785 0.55385 0.00031512
1.795 0.547033 0.000315418
1.805 0.540003 0.000326987
1.815 0.532634 0.000299337
1.825 0.524422 0.000316378
1.835 0.515981 0.000331318
1.845 0.50636 0.000305253
1.855 0.496837 0.000313274
1.865 0.486534 0.000295417
1.875 0.475549 0.000290815
1.885 0.464604 0.000300496
1.895 0.453137 0.000289289
1.905 0.440427 0.000299617
1.915 0.428416 0.000277733
1.925 0.415785 0.000286148
1.935 0.402467 0.000279236
1.945 0.389208 0.00025982
1.955 0.375177 0.000250027
1.965 0.361071 0.000239736
1.975 0.347249 0.000252114
1.985 0.333015 0.000237106
1.995 0.319095 0.000238543
2.005 0.304703 0.000214222
2.015 0.290887 0.000211721
2.025 0.276767 0.000209576
2.035 0.262917 0.000201893
2.045 0.249172 0.000192843
2.055 0.235845 0.000182069
2.065 0.222803 0.000180345
2.075 0.210059 0.000170971
2.085 0.198092 0.000165673
2.095 0.186036 0.000152859
2.105 0.174749 0.00014864
2.115 0.163516 0.000143363
2.125 0.153135 0.000140654
2.135 0.143155 0.000126882
2.145 0.133455 0.000120092
2.155 0.124232 0.000122983
2.165 0.11592 0.000111653
2.175 0.107891 0.000109126
2.185 0.100519 9.18555e-05
2.195 0.0935071 8.77898e-05
2.205 0.0870639 8.67601e-05
2.215 0.0808903 7.82974e-05
2.225 0.0752425 7.60723e-05
2.235 0.0701741 7.74345e-05
2.245 0.0653186 7.07759e-05
2.255 0.060848 6.70043e-05
2.265 0.0568328 6.3431e-05
2.275 0.0531694 6.14111e-05
2.285 0.0498513 6.20647e-05
2.295 0.0467931 5.89503e-05
2.305 0.0440096 5.33304e-05
2.315 0.0414355 5.00719e-05
2.325 0.0390978 4.79379e-05
2.335 0.0370676 4.82623e-05
2.345 0.0351109 4.6044e-05
2.355 0.03344 4.26853e-05
2.365 0.0319132 4.48745e-05
2.375 0.0305029 4.11137e-05
2.385 0.0291739 3.90918e-05
2.395 0.0279873 3.81038e-05
2.405 0.0268722 3.6814e-05
2.415 0.0259199 3.53948e-05
2.425 0.025106 3.47886e-05
2.435 0.0242909 3.4559e-05
2.445 0.023556 3.40446e-05
2.455 0.0228643 3.28456e-05
2.465 0.0222217 3.22896e-05
2.475 0.0216327 3.07897e-05
2.485 0.0210901 2.99349e-05
2.495 0.0205811 3.04104e-05
2.505 0.02008 3.00832e-05
2.515 0.0196554 3.03284e-05
2.525 0.019253 2.94768e-05
2.535 0.018853 2.96801e-05
2.545 0.0185064 3.05965e-05
2.555 0.0181561 2.91859e-05
2.565 0.0178093 2.84036e-05
2.575 0.0174802 2.67291e-05
2.585 0.0171621 2.7122e-05
2.595 0.0168685 2.69867e-05
2.605 0.0165782 2.56126e-05
2.615 0.0163367 2.52496e-05
2.625 0.0160533 2.50984e-05
2.635 0.0157909 2.40699e-05
2.645 0.0155649 2.36048e-05
2.655 0.0152789 2.37817e-05
2.665 0.0150816 2.41756e-05
2.675 0.0148385 2.31176e-05
2.685 0.0146309 2.3254e-05
2.695 0.014433 2.26648e-05
2.705 0.0142272 2.30893e-05
2.715 0.0140075 2.2633e-05
2.725 0.013815 2.21708e-05
2.735 0.0136293 2.21944e-05
2.745 0.013429 2.23286e-05
2.755 0.0132459 2.11055e-05
2.765 0.0130673 2.03417e-05
2.775 0.0128882 2.01014e-05
2.785 0.0127081 1.96111e-05
2.795 0.0125338 1.97996e-05
2.805 0.0123488 1.97896e-05
2.815 0.0121872 2.00603e-05
2.825 0.0120118 1.92203e-05
2.835 0.0118492 1.94573e-05
2.845 0.0116871 1.98481e-05
2.855 0.0115558 2.0091e-05
2.865 0.0113969 2.04192e-05
2.875 0.0112534 1.97126e-05
2.885 0.0110951 1.96526e-05
2.895 0.0109491 1.86286e-05
2.905 0.0108271 1.79725e-05
2.915 0.0106808 1.8686e-05
2.925 0.0105405 1.83702e-05
2.935 0.0103983 1.91693e-05
2.945 0.0102839 1.86591e-05
2.955 0.010159 1.85144e-05
2.965 0.0100322 1.8939e-05
2.975 0.00990033 1.89679e-05
2.985 0.00977179 1.84691e-05
2.995 0.00966052 1.80196e-05
3.005 0.00952549 1.84486e-05
3.015 0.00939876 1.75256e-05
3.025 0.00925849 1.75495e-05
3.035 0.00914388 1.74086e-05
3.045 0.0090394 1.83301e-05
3.055 0.00894878 1.78672e-05
3.065 0.00883369 1.68801e-05
3.075 0.00870448 1.61071e-05
3.085 0.00860237 1.6544e-05
3.095 0.00849532 1.61243e-05
3.105 0.00841785 1.64548e-05
3.115 0.00829672 1.57444e-05
3.125 0.00821456 1.60618e-05
3.135 0.00810279 1.55846e-05
3.145 0.00802422 1.56005e-05
3.155 0.00790703 1.48244e-05
3.165 0.00781543 1.47569e-05
3.175 0.00772695 1.51217e-05
3.185 0.00766846 1.5132e-05
3.195 0.00755252 1.51745e-05
3.205 0.00746315 1.46756e-05
3.215 0.00737885 1.49969e-05
3.225 0.00731736 1.37831e-05
3.235 0.00724398 1.4261e-05
3.245 0.00716299 1.45052e-05
3.255 0.00704873 1.4436e-05
3.265 0.00695894 1.35062e-05
3.275 0.00687119 1.39199e-05
3.285 0.00679784 1.40831e-05
3.295 0.00672276 1.41768e-05
3.305 0.00664326 1.36236e-05
3.315 0.00656486 1.43045e-05
3.325 0.00650885 1.3964e-05
3.335 0.00641748 1.37858e-05
3.345 0.00636368 1.39902e-05
3.355 0.00627914 1.35788e-05
3.365 0.00620491 1.35424e-05
3.375 0.00611502 1.34554e-05
3.385 0.00604095 1.31384e-05
3.395 0.00599199 1.36603e-05
3.405 0.00593202 1.31674e-05
3.415 0.00586066 1.30227e-05
3.425 0.00580709 1.24394e-05
3.435 0.00572835 1.26392e-05
3.445 0.00565881 1.22661e-05
3.455 0.00560213 1.24616e-05
3.465 0.00554163 1.26534e-05
3.475 0.00548289 1.25418e-05
3.485 0.00543206 1.21208e-05
3.495 0.00536856 1.18289e-05
3.505 0.0053054 1.19602e-05
3.515 0.00525567 1.24519e-05
3.525 0.00518565 1.24524e-05
3.535 0.00512134 1.20138e-05
3.545 0.00507427 1.22469e-05
3.555 0.00501911 1.25425e-05
3.565 0.00496246 1.25899e-05
3.575 0.00490902 1.23009e-05
3.585 0.00486456 1.22446e-05
3.595 0.00481128 1.16743e-05
3.605 0.00475926 1.22277e-05
3.615 0.00469788 1.1817e-05
3.625 0.00465317 1.17552e-05
3.635 0.00459834 1.17828e-05
3.645 0.00455844 1.12573e-05
3.655 0.00449837 1.14245e-05
3.665 0.00445861 1.17494e-05
3.675 0.00439909 1.1372e-05
3.685 0.0043422 1.13871e-05
3.695 0.00430032 1.1321e-05
3.705 0.00426522 1.1533e-05
3.715 0.00420641 1.097e-05
3.725 0.00416562 1.08638e-05
3.735 0.00412873 1.03815e-05
3.745 0.00408328 1.10575e-05
3.755 0.00404381 1.10047e-05
3.765 0.00400861 1.0574e-05
3.775 0.00395646 1.07033e-05
3.785 0.00391307 1.08297e-05
3.795 0.00387489 1.06684e-05
3.805 0.00383652 9.95972e-06
3.815 0.00378899 9.52675e-06
3.825 0.00375245 1.01882e-05
3.835 0.00369952 9.58051e-06
3.845 0.00366363 1.01728e-05
3.855 0.00362895 9.71744e-06
3.865 0.00360098 1.03683e-05
3.875 0.00356807 9.68892e-06
3.885 0.00352925 9.96085e-06
3.895 0.00350563 9.78487e-06
3.905 0.00347314 9.41744e-06
3.915 0.00342872 9.30961e-06
3.925 0.00338468 9.34982e-06
3.935 0.00336071 9.88161e-06
3.945 0.00332243 8.89259e-06
3.955 0.00328846 8.92094e-06
3.965 0.00325818 9.36384e-06
3.975 0.00322619 8.88047e-06
3.985 0.00319637 8.47701e-06
3.995 0.00316325 8.72446e-06

## d_cyl_14.dat
0.005 1.00436 0.00907109
0.015 1.03576 0.00591992
0.025 1.03381 0.00449809
0.035 1.03606 0.00382808
0.045 1.03708 0.00334359
0.055 1.03356 0.00307005
0.065 1.03462 0.0026053
0.075 1.03588 0.0025187
0.085 1.03708 0.00226533
0.095 1.03728 0.00236019
0.105 1.03505 0.00212917
0.115 1.03607 0.00202839
0.125 1.03686 0.00197305
0.135 1.0353 0.00189596
0.145 1.03624 0.001783
0.155 1.03676 0.00166367
0.165 1.03861 0.00170182
0.175 1.03785 0.00170584
0.185 1.03656 0.00167409
0.195 1.03494 0.0015393
0.205 1.03502 0.00152978
0.215 1.03558 0.00149595
0.225 1.03542 0.00149806
0.235 1.03762 0.00142889
0.245 1.03813 0.00140985
0.255 1.03914 0.00139416
0.265 1.038 0.00137521
0.275 1.03834 0.00129397
0.285 1.03757 0.00128634
0.295 1.0356 0.0013043
0.305 1.03646 0.00129994
0.315 1.03552 0.00122601
0.325 1.03415 0.00124517
0.335 1.03284 0.0012337
0.345 1.03544 0.00119215
0.355 1.03539 0.00125077
0.365 1.03596 0.00118503
0.375 1.035 0.00109331
0.385 1.03631 0.00117683
0.395 1.0372 0.00107754
0.405 1.03523 0.00111467
0.415 1.03462 0.00104807
0.425 1.03784 0.00108643
0.435 1.03796 0.000999867
0.445 1.03653 0.00100592
0.455 1.0342 0.000993421
0.465 1.03411 0.00101867
0.475 1.03399 0.00103309
0.485 1.03476 0.00101248
0.495 1.03374 0.000936771
0.505 1.03533 0.000990715
0.515 1.03442 0.00098
0.525 1.0345 0.000973314
0.535 1.03415 0.000984919
0.545 1.03436 0.000988763
0.555 1.03313 0.00093378
0.565 1.03355 0.000935325
0.575 1.03267 0.000884203
0.585 1.03255 0.00088257
0.595 1.03453 0.000935901
0.605 1.03378 0.000886227
0.615 1.03257 0.000886606
0.625 1.03236 0.000856009
0.635 1.03175 0.000906351
0.645 1.03019 0.000837055
0.655 1.03224 0.000816154
0.665 1.03241 0.000813931
0.675 1.03256 0.000824059
0.685 1.03197 0.000800185
0.695 1.03255 0.000827795
0.705 1.03066 0.000783149
0.715 1.02989 0.000821132
0.725 1.02949 0.000800742
0.735 1.02934 0.000809682
0.745 1.03055 0.000794692
0.755 1.03013 0.000831059
0.765 1.02879 0.000784491
0.775 1.02926 0.000797651
0.785 1.02916 0.000754444
0.795 1.02965 0.000745255
0.805 1.02933 0.000743555
0.815 1.02952 0.000767225
0.825 1.02922 0.000751365
0.835 1.02802 0.000763864
0.845 1.02801 0.000718671
0.855 1.02863 0.000754471
0.865 1.02804 0.000735731
0.875 1.02598 0.0007514
0.885 1.02471 0.000704506
0.895 1.02562 0.000755599
0.905 1.02542 0.000706817
0.915 1.02611 0.000695339
0.925 1.02452 0.000711795
0.935 1.02346 0.000693174
0.945 1.02405 0.000669289
0.955 1.02266 0.000693711
0.965 1.02176 0.000701127
0.975 1.01996 0.000723107
0.985 1.02009 0.000697187
0.995 1.02173 0.000692031
1.005 1.02217 0.000676991
1.015 1.02125 0.000718882
1.025 1.02029 0.000688634
1.035 1.0194 0.000666418
1.045 1.01906 0.000639509
1.055 1.01864 0.000694101
1.065 1.01688 0.000682121
1.075 1.01697 0.00065529
1.085 1.0163 0.000676371
1.095 1.01645 0.000652512
1.105 1.01565 0.00064766
1.115 1.01397 0.00061657
1.125 1.01534 0.000640314
1.135 1.01381 0.000677235
1.145 1.01323 0.000656979
1.155 1.01185 0.000645054
1.165 1.01225 0.000631294
1.175 1.01064 0.000597612
1.185 1.00937 0.00061507
1.195 1.00916 0.000653942
1.205 1.00735 0.000628373
1.215 1.00604 0.000634362
1.225 1.00616 0.000629271
1.235 1.00514 0.000623354
1.245 1.0043 0.000608036
1.255 1.00215 0.000612439
1.265 1.001 0.000579376
1.275 1.00046 0.000572176
1.285 0.999359 0.000619383
1.295 0.997552 0.000608203
1.305 0.99648 0.000571374
1.315 0.994535 0.000612972
1.325 0.993009 0.000590703
1.335 0.990671 0.00059608
1.345 0.990105 0.000559831
1.355 0.987769 0.000592869
1.365 0.98586 0.000576711
1.375 0.984316 0.000572411
1.385 0.982472 0.000581807
1.395 0.979198 0.000584197
1.405 0.977739 0.000584252
1.415 0.975103 0.000591706
1.425 0.971785 0.000567286
1.435 0.969203 0.000593643
1.445 0.966788 0.000597359
1.455 0.963103 0.000587882
1.465 0.959878 0.000556981
1.475 0.957658 0.000576285
1.485 0.954796 0.000525691
1.495 0.951696 0.00057171
1.505 0.947486 0.000555512
1.515 0.943629 0.00055017
1.525 0.938987 0.000556716
1.535 0.933259 0.000550408
1.545 0.929267 0.000525385
1.555 0.925657 0.000520255
1.565 0.920268 0.000504191
1.575 0.91495 0.000516853
1.585 0.909446 0.000515203
1.595 0.904352 0.000524789
1.605 0.898504 0.000514061
1.615 0.891408 0.000513652
1.625 0.885037 0.000490487
1.635 0.878661 0.000490976
1.645 0.871572 0.000528253
1.655 0.865221 0.000527838
1.665 0.857546 0.000463803
1.675 0.850404 0.0004857
1.685 0.842323 0.000465628
1.695 0.834364 0.000478982
1.705 0.826314 0.000493199
1.715 0.817897 0.000496508
1.725 0.808376 0.000471268
1.735 0.799156 0.000477136
1.745 0.789351 0.000458924
1.755 0.779926 0.000486883
1.765 0.770365 0.000430539
1.775 0.760331 0.00046257
1.785 0.750937 0.000442412
1.795 0.740045 0.000448975
1.805 0.729615 0.000440205
1.815 0.718768 0.000427688
1.825 0.706835 0.000424584
1.835 0.69583 0.000429593
1.845 0.684101 0.000433823
1.855 0.672465 0.00040806
1.865 0.660282 0.000416591
1.875 0.648761 0.000416262
1.885 0.636996 0.000423745
1.895 0.624957 0.000393224
1.905 0.612027 0.000373869
1.915 0.600157 0.000385493
1.925 0.587052 0.000386798
1.935 0.574603 0.000366258
1.945 0.562261 0.000352032
1.955 0.549025 0.000352931
1.965 0.536533 0.000352194
1.975 0.523099 0.000353926
1.985 0.510143 0.000348951
1.995 0.497225 0.000339894
2.005 0.48491 0.00032182
2.015 0.47153 0.000323438
2.025 0.45864 0.00033132
2.035 0.445897 0.00031357
2.045 0.433169 0.000285828
2.055 0.420842 0.000295237
2.065 0.408596 0.000286063
2.075 0.396467 0.000286966
2.085 0.384139 0.00026887
2.095 0.371894 0.000264053
2.105 0.360721 0.000263672
2.115 0.348774 0.000262807
2.125 0.337815 0.000264097
2.135 0.326342 0.000246861
2.145 0.31493 0.000234551
2.155 0.304201 0.000241239
2.165 0.293724 0.000229017
2.175 0.28327 0.000226865
2.185 0.273295 0.00022551
2.195 0.263153 0.000215673
2.205 0.253383 0.000199882
2.215 0.243598 0.000203268
2.225 0.234799 0.000198101
2.235 0.225832 0.000180768
2.245 0.21707 0.000190098
2.255 0.208451 0.000163101
2.265 0.200236 0.000168405
2.275 0.192292 0.000156885
2.285 0.184626 0.000160964
2.295 0.17709 0.000153677
2.305 0.169912 0.000138156
2.315 0.163149 0.000140721
2.325 0.156328 0.000130382
2.335 0.149797 0.000136572
2.345 0.14357 0.000131132
2.355 0.137707 0.000128532
2.365 0.131858 0.000122781
2.375 0.126328 0.000120417
2.385 0.121076 0.000117389
2.395 0.116182 0.000112318
2.405 0.111367 0.000105845
2.415 0.106627 9.93066e-05
2.425 0.102222 9.97339e-05
2.435 0.0980021 9.73834e-05
2.445 0.0939306 9.32429e-05
2.455 0.0899498 9.03974e-05
2.465 0.0863012 8.93632e-05
2.475 0.0827684 8.49641e-05
2.485 0.0795666 8.05043e-05
2.495 0.0764521 8.18059e-05
2.505 0.0733612 7.71053e-05
2.515 0.0705514 7.68637e-05
2.525 0.0677729 7.2197e-05
2.535 0.0654045 7.28274e-05
2.545 0.0630246 7.06439e-05
2.555 0.060661 7.20871e-05
2.565 0.0584437 6.87874e-05
2.575 0.056344 6.54976e-05
2.585 0.0543294 6.13723e-05
2.595 0.0523427 6.18029e-05
2.605 0.0505344 6.12428e-05
2.615 0.0489545 5.58346e-05
2.625 0.0473173 5.07284e-05
2.635 0.0458954 5.03785e-05
2.645 0.0444869 5.27137e-05
2.655 0.0430211 5.18299e-05
2.665 0.0416841 4.90673e-05
2.675 0.0404261 4.87864e-05
2.685 0.0392749 4.66124e-05
2.695 0.0382016 4.4665e-05
2.705 0.0371575 4.44608e-05
2.715 0.0361177 4.29949e-05
2.725 0.0351835 4.28948e-05
2.735 0.0342654 4.17847e-05
2.745 0.0334449 4.4273e-05
2.755 0.0326 4.18264e-05
2.765 0.0318168 4.03076e-05
2.775 0.0310839 4.1115e-05
2.785 0.0303799 3.82402e-05
2.795 0.0296852 3.86726e-05
2.805 0.0290478 4.09728e-05
2.815 0.0284779 4.03626e-05
2.825 0.0278588 3.83069e-05
2.835 0.0272768 3.73022e-05
2.845 0.026767 3.62268e-05
2.855 0.0262438 3.6309e-05
2.865 0.0257127 3.71667e-05
2.875 0.0251946 3.57786e-05
2.885 0.0246991 3.69123e-05
2.895 0.0242121 3.75855e-05
2.905 0.0237884 3.62867e-05
2.915 0.0233624 3.5007e-05
2.925 0.0230005 3.42591e-05
2.935 0.0226189 3.35166e-05
2.945 0.0222653 3.44419e-05
2.955 0.0218666 3.33361e-05
2.965 0.0215405 3.31173e-05
2.975 0.0211841 3.28004e-05
2.985 0.0208499 3.34994e-05
2.995 0.0205211 3.22457e-05
3.005 0.0201894 3.11048e-05
3.015 0.0198923 3.02368e-05
3.025 0.0195681 2.9124e-05
3.035 0.019253 2.86554e-05
3.045 0.0189829 2.88365e-05
3.055 0.0186876 2.71708e-05
3.065 0.0184177 2.85601e-05
3.075 0.0181439 2.78453e-05
3.085 0.0178903 2.71372e-05
3.095 0.0176319 2.81934e-05
3.105 0.0173659 2.82821e-05
3.115 0.0171165 2.86948e-05
3.125 0.0169074 2.60711e-05
3.135 0.0166535 2.51659e-05
3.145 0.0164132 2.58927e-05
3.155 0.0161746 2.49617e-05
3.165 0.0159427 2.49671e-05
3.175 0.0157133 2.45608e-05
3.185 0.0155022 2.48376e-05
3.195 0.0152708 2.36772e-05
3.205 0.0150746 2.4492e-05
3.215 0.0148552 2.42156e-05
3.225 0.0146463 2.37468e-05
3.235 0.0144927 2.34629e-05
3.245 0.0142772 2.29906e-05
3.255 0.0140743 2.27641e-05
3.265 0.0138648 2.27368e-05
3.275 0.0136852 2.3448e-05
3.285 0.0134936 2.37911e-05
3.295 0.0132996 2.34317e-05
3.305 0.0131347 2.28976e-05
3.315 0.0129523 2.21541e-05
3.325 0.0127889 2.23339e-05
3.335 0.0126109 2.27255e-05
3.345 0.0124481 2.2843e-05
3.355 0.0122695 2.26679e-05
3.365 0.0120954 2.22403e-05
3.375 0.0119137 2.13356e-05
3.385 0.0117708 2.1145e-05
3.395 0.0115863 2.18326e-05
3.405 0.0114294 2.13601e-05
3.415 0.0112912 2.10127e-05
3.425 0.0111637 2.06199e-05
3.435 0.0110198 2.08819e-05
3.445 0.0108749 2.06729e-05
3.455 0.0107238 1.85777e-05
3.465 0.0105849 1.88252e-05
3.475 0.0104428 1.94827e-05
3.485 0.0103053 2.00402e-05
3.495 0.0101542 2.05518e-05
3.505 0.010017 1.97436e-05
3.515 0.00991041 1.87553e-05
3.525 0.0097881 1.80966e-05
3.535 0.00966989 1.78586e-05
3.545 0.00953759 1.78461e-05
3.555 0.00940472 1.78843e-05
3.565 0.00928352 1.76117e-05
3.575 0.00916023 1.73952e-05
3.585 0.00904895 1.78452e-05
3.595 0.00893535 1.6774e-05
3.605 0.00879683 1.7572e-05
3.615 0.00869664 1.72749e-05
3.625 0.00858416 1.66011e-05
3.635 0.00847809 1.56226e-05
3.645 0.00836372 1.61566e-05
3.655 0.00823916 1.60899e-05
3.665 0.00812742 1.50219e-05
3.675 0.00803136 1.5442e-05
3.685 0.00793362 1.55214e-05
3.695 0.00784905 1.58885e-05
3.705 0.00772919 1.56309e-05
3.715 0.00762611 1.57923e-05
3.725 0.0075275 1.6118e-05
3.735 0.00743816 1.59424e-05
3.745 0.00733986 1.61518e-05
3.755 0.00726574 1.58633e-05
3.765 0.00716282 1.53595e-05
3.775 0.00705364 1.51743e-05
3.785 0.00694369 1.47614e-05
3.795 0.00685215 1.47102e-05
3.805 0.00676655 1.51259e-05
3.815 0.00668564 1.52132e-05
3.825 0.00658516 1.50047e-05
3.835 0.00652091 1.4796e-05
3.845 0.00643651 1.52392e-05
3.855 0.00635883 1.42339e-05
3.865 0.00626915 1.29941e-05
3.875 0.00618793 1.31248e-05
3.885 0.00610783 1.40847e-05
3.895 0.00603261 1.3581e-05
3.905 0.00594032 1.32933e-05
3.915 0.00586249 1.33082e-05
3.925 0.00579376 1.33686e-05
3.935 0.00573509 1.365e-05
3.945 0.00564767 1.30884e-05
3.955 0.00557628 1.31003e-05
3.965 0.00550991 1.33331e-05
3.975 0.0054268 1.35976e-05
3.985 0.00537138 1.35281e-05
3.995 0.00529792 1.28784e-05

## Water.txt
2.50E-02	6.2450E+02	1.151E+03	2.3193E+03	2.8720E+03	3.2922E+03	3.6037E+03	3.8821E+03	4.1215E+03	4.2951E+03	4.4513E+03	4.5914E+03	4.7537E+03	4.9110E+03	5.0697E+03	5.2616E+03	5.4129E+03	5.6171E+03	5.7158E+03
3.00E-02	6.6710E+02	1.257E+03	2.5198E+03	3.1439E+03	3.6315E+03	4.0035E+03	4.3278E+03	4.6063E+03	4.8107E+03	4.9910E+03	5.1553E+03	5.3178E+03	5.4856E+03	5.6529E+03	5.8538E+03	6.0193E+03	6.2307E+03	6.3394E+03
4.00E-02	7.3240E+02	1.440E+03	2.8539E+03	3.6102E+03	4.2226E+03	4.7125E+03	5.1314E+03	5.4945E+03	5.7678E+03	6.0040E+03	6.2244E+03	6.3962E+03	6.5852E+03	6.7700E+03	6.9867E+03	7.1761E+03	7.3984E+03	7.5204E+03
5.00E-02	7.7680E+02	1.593E+03	3.1164E+03	3.9967E+03	4.7242E+03	5.3248E+03	5.8371E+03	6.2868E+03	6.6342E+03	6.9338E+03	7.2203E+03	7.4137E+03	7.6302E+03	7.8376E+03	8.0740E+03	8.2871E+03	8.5209E+03	8.6525E+03
6.00E-02	8.0500E+02	1.723E+03	3.3203E+03	4.3169E+03	5.1543E+03	5.8601E+03	6.4632E+03	6.9978E+03	7.4196E+03	7.7852E+03	8.1435E+03	8.3663E+03	8.6193E+03	8.8564E+03	9.1192E+03	9.3600E+03	9.6097E+03	9.7528E+03
7.00E-02	8.2050E+02	1.833E+03	3.4756E+03	4.5788E+03	5.5219E+03	6.3287E+03	7.0210E+03	7.6391E+03	8.1343E+03	8.5662E+03	8.9982E+03	9.2554E+03	9.5510E+03	9.8229E+03	1.0117E+04	1.0390E+04	1.0661E+04	1.0820E+04
8.00E-02	8.2600E+02	1.925E+03	3.5914E+03	4.7897E+03	5.8323E+03	6.7363E+03	7.5168E+03	8.2175E+03	8.7858E+03	9.2840E+03	9.7906E+03	1.0085E+04	1.0426E+04	1.0736E+04	1.1065E+04	1.1373E+04	1.1669E+04	1.1849E+04
9.00E-02	8.2390E+02	2.004E+03	3.6755E+03	4.9568E+03	6.0911E+03	7.0875E+03	7.9545E+03	8.7372E+03	9.3786E+03	9.9435E+03	1.0526E+04	1.0859E+04	1.1248E+04	1.1597E+04	1.1964E+04	1.2308E+04	1.2632E+04	1.2836E+04
1.00E-01	8.1610E+02	2.069E+03	3.7347E+03	5.0872E+03	6.3043E+03	7.3872E+03	8.3378E+03	9.2010E+03	9.9152E+03	1.0547E+04	1.1206E+04	1.1581E+04	1.2018E+04	1.2409E+04	1.2815E+04	1.3196E+04	1.3551E+04	1.3780E+04
1.50E-01	7.3710E+02	2.245E+03	3.8125E+03	5.3870E+03	6.8888E+03	8.2986E+03	9.5943E+03	1.0808E+04	1.1857E+04	1.2813E+04	1.3848E+04	1.4455E+04	1.5152E+04	1.5773E+04	1.6396E+04	1.6986E+04	1.7518E+04	1.7904E+04
2.00E-01	6.6130E+02	2.260E+03	3.7349E+03	5.4028E+03	7.0451E+03	8.6350E+03	1.0145E+04	1.1596E+04	1.2890E+04	1.4099E+04	1.5453E+04	1.6279E+04	1.7230E+04	1.8090E+04	1.8945E+04	1.9762E+04	2.0497E+04	2.1070E+04
2.50E-01	6.0060E+02	2.193E+03	3.6134E+03	5.3185E+03	7.0309E+03	8.7189E+03	1.0356E+04	1.1955E+04	1.3408E+04	1.4791E+04	1.6384E+04	1.7373E+04	1.8531E+04	1.9594E+04	2.0657E+04	2.1683E+04	2.2615E+04	2.3375E+04
3.00E-01	5.5040E+02	2.083E+03	3.4818E+03	5.1971E+03	6.9445E+03	8.6879E+03	1.0402E+04	1.2096E+04	1.3652E+04	1.5151E+04	1.6916E+04	1.8018E+04	1.9330E+04	2.0549E+04	2.1779E+04	2.2976E+04	2.4076E+04	2.4999E+04
4.00E-01	4.7190E+02	1.839E+03	3.2258E+03	4.9243E+03	6.6925E+03	8.4850E+03	1.0278E+04	1.2077E+04	1.3749E+04	1.5382E+04	1.7369E+04	1.8598E+04	2.0110E+04	2.1535E+04	2.2993E+04	2.4431E+04	2.5769E+04	2.6928E+04
5.00E-01	4.1320E+02	1.625E+03	2.9949E+03	4.6549E+03	6.4129E+03	8.2162E+03	1.0041E+04	1.1890E+04	1.3620E+04	1.5321E+04	1.7442E+04	1.8727E+04	2.0354E+04	2.1900E+04	2.3502E+04	2.5091E+04	2.6580E+04	2.7889E+04
6.00E-01	3.6800E+02	1.452E+03	2.7909E+03	4.4036E+03	6.1372E+03	7.9331E+03	9.7677E+03	1.1639E+04	1.3398E+04	1.5136E+04	1.7344E+04	1.8654E+04	2.0352E+04	2.1975E+04	2.3672E+04	2.5363E+04	2.6953E+04	2.8361E+04
7.00E-01	3.3250E+02	1.315E+03	2.6110E+03	4.1732E+03	5.8747E+03	7.6534E+03	9.4845E+03	1.1364E+04	1.3136E+04	1.4895E+04	1.7160E+04	1.8479E+04	2.0224E+04	2.1896E+04	2.3659E+04	2.5421E+04	2.7082E+04	2.8559E+04
8.00E-01	3.0390E+02	1.204E+03	2.4517E+03	3.9629E+03	5.6283E+03	7.3839E+03	9.2035E+03	1.1081E+04	1.2857E+04	1.4626E+04	1.6930E+04	1.8250E+04	2.0024E+04	2.1730E+04	2.3540E+04	2.5354E+04	2.7066E+04	2.8592E+04
9.00E-01	2.8050E+02	1.112E+03	2.3103E+03	3.7710E+03	5.3983E+03	7.1272E+03	8.9301E+03	1.0799E+04	1.2573E+04	1.4345E+04	1.6675E+04	1.7990E+04	1.9785E+04	2.1513E+04	2.3356E+04	2.5208E+04	2.6958E+04	2.8521E+04
1.00E+00	2.6080E+02	1.035E+03	2.1841E+03	3.5957E+03	5.1841E+03	6.8840E+03	8.6668E+03	1.0523E+04	1.2291E+04	1.4061E+04	1.6407E+04	1.7716E+04	1.9521E+04	2.1265E+04	2.3132E+04	2.5013E+04	2.6791E+04	2.8381E+04
1.50E+00	1.9570E+02	7.777E+02	1.7151E+03	2.9117E+03	4.3121E+03	5.8573E+03	7.5173E+03	9.2787E+03	1.0982E+04	1.2705E+04	1.5045E+04	1.6313E+04	1.8120E+04	1.9878E+04	2.1792E+04	2.3734E+04	2.5579E+04	2.7228E+04
2.00E+00	1.5860E+02	6.306E+02	1.4139E+03	2.4439E+03	3.6826E+03	5.0814E+03	6.6126E+03	8.2615E+03	9.8800E+03	1.1530E+04	1.3799E+04	1.5026E+04	1.6795E+04	1.8525E+04	2.0425E+04	2.2366E+04	2.4214E+04	2.5869E+04
2.50E+00	1.3440E+02	5.344E+02	1.2053E+03	2.1062E+03	3.2109E+03	4.4808E+03	5.8919E+03	7.4307E+03	8.9601E+03	1.0532E+04	1.2706E+04	1.3895E+04	1.5611E+04	1.7298E+04	1.9162E+04	2.1074E+04	2.2901E+04	2.4541E+04
3.00E+00	1.1720E+02	4.659E+02	1.0525E+03	1.8518E+03	2.8459E+03	4.0044E+03	5.3080E+03	6.7431E+03	8.1871E+03	9.6823E+03	1.1753E+04	1.2907E+04	1.4565E+04	1.6202E+04	1.8020E+04	1.9891E+04	2.1685E+04	2.3299E+04
4.00E+00	9.4040E+01	3.739E+02	8.4417E+02	1.4956E+03	2.3203E+03	3.3005E+03	4.4226E+03	5.6787E+03	6.9687E+03	8.3208E+03	1.0187E+04	1.1277E+04	1.2819E+04	1.4354E+04	1.6066E+04	1.7840E+04	1.9553E+04	2.1103E+04
5.00E+00	7.9110E+01	3.146E+02	7.0862E+02	1.2587E+03	1.9619E+03	2.8080E+03	3.7883E+03	4.8981E+03	6.0574E+03	7.2846E+03	8.9672E+03	9.9981E+03	1.1431E+04	1.2867E+04	1.4472E+04	1.6146E+04	1.7771E+04	1.9255E+04
6.00E+00	6.8580E+01	2.727E+02	6.1317E+02	1.0901E+03	1.7028E+03	2.4458E+03	3.3138E+03	4.3045E+03	5.3535E+03	6.4735E+03	7.9956E+03	8.9727E+03	1.0305E+04	1.1651E+04	1.3155E+04	1.4731E+04	1.6271E+04	1.7686E+04
7.00E+00	6.0710E+01	2.414E+02	5.4214E+02	9.6393E+02	1.5072E+03	2.1691E+03	2.9467E+03	3.8393E+03	4.7954E+03	5.8234E+03	7.2072E+03	8.1344E+03	9.3772E+03	1.0640E+04	1.2051E+04	1.3536E+04	1.4996E+04	1.6346E+04
8.00E+00	5.4600E+01	2.171E+02	4.8708E+02	8.6589E+02	1.3543E+03	1.9511E+03	2.6550E+03	3.4663E+03	4.3434E+03	5.2919E+03	6.5562E+03	7.4376E+03	8.6003E+03	9.7876E+03	1.1114E+04	1.2516E+04	1.3900E+04	1.5190E+04
9.00E+00	4.9690E+01	1.976E+02	4.4305E+02	7.8742E+02	1.2315E+03	1.7751E+03	2.4179E+03	3.1610E+03	3.9704E+03	4.8502E+03	6.0112E+03	6.8507E+03	7.9413E+03	9.0607E+03	1.0311E+04	1.1636E+04	1.2949E+04	1.4183E+04
1.00E+01	4.5670E+01	1.816E+02	4.0697E+02	7.2313E+02	1.1307E+03	1.6302E+03	2.2217E+03	2.9069E+03	3.6580E+03	4.4779E+03	5.5493E+03	6.3500E+03	7.3761E+03	8.4341E+03	9.6149E+03	1.0869E+04	1.2118E+04	1.3300E+04
1.50E+01	3.2920E+01	1.309E+02	2.9312E+02	5.2053E+02	8.1305E+02	1.1714E+03	1.5965E+03	2.0903E+03	2.6420E+03	3.2520E+03	4.0154E+03	4.6625E+03	5.4500E+03	6.2756E+03	7.1917E+03	8.1727E+03	9.1688E+03	1.0137E+04
2.00E+01	2.6070E+01	1.037E+02	2.3208E+02	4.1214E+02	6.4344E+02	9.2630E+02	1.2614E+03	1.6501E+03	2.0878E+03	2.5745E+03	3.1635E+03	3.7049E+03	4.3420E+03	5.0169E+03	5.7614E+03	6.5617E+03	7.3850E+03	8.2021E+03
2.50E+01	2.1750E+01	8.649E+01	1.9364E+02	3.4394E+02	5.3693E+02	7.7269E+02	1.0516E+03	1.3745E+03	1.7393E+03	2.1460E+03	2.6262E+03	3.0916E+03	3.6272E+03	4.1981E+03	4.8249E+03	5.4997E+03	6.2003E+03	6.9062E+03
3.00E+01	1.8760E+01	7.461E+01	1.6706E+02	2.9680E+02	4.6337E+02	6.6676E+02	9.0715E+02	1.1851E+03	1.4994E+03	1.8503E+03	2.2573E+03	2.6660E+03	3.1290E+03	3.6247E+03	4.1667E+03	4.7505E+03	5.3604E+03	5.9819E+03
4.00E+01	1.4880E+01	5.917E+01	1.3252E+02	2.3550E+02	3.6777E+02	5.2925E+02	7.1995E+02	9.4004E+02	1.1892E+03	1.4675E+03	1.7832E+03	2.1135E+03	2.4808E+03	2.8758E+03	3.3050E+03	3.7671E+03	4.2535E+03	4.7570E+03
5.00E+01	1.2450E+01	4.952E+01	1.1092E+02	1.9717E+02	3.0797E+02	4.4328E+02	6.0305E+02	7.8733E+02	9.9601E+02	1.2291E+03	1.4904E+03	1.7695E+03	2.0767E+03	2.4078E+03	2.7661E+03	3.1514E+03	3.5588E+03	3.9841E+03
6.00E+01	1.0780E+01	4.289E+01	9.6080E+01	1.7081E+02	2.6684E+02	3.8415E+02	5.2268E+02	6.8244E+02	8.6336E+02	1.0654E+03	1.2907E+03	1.5336E+03	1.7997E+03	2.0868E+03	2.3966E+03	2.7293E+03	3.0821E+03	3.4523E+03
7.00E+01	9.5590E+00	3.803E+01	8.5220E+01	1.5152E+02	2.3674E+02	3.4086E+02	4.6384E+02	6.0568E+02	7.6632E+02	9.4575E+02	1.1451E+03	1.3613E+03	1.5975E+03	1.8523E+03	2.1269E+03	2.4215E+03	2.7343E+03	3.0636E+03
8.00E+01	8.6250E+00	3.432E+01	7.6915E+01	1.3676E+02	2.1371E+02	3.0773E+02	4.1882E+02	5.4694E+02	6.9207E+02	8.5419E+02	1.0339E+03	1.2296E+03	1.4429E+03	1.6731E+03	1.9215E+03	2.1866E+03	2.4689E+03	2.7668E+03
9.00E+01	7.8880E+00	3.139E+01	7.0350E+01	1.2510E+02	1.9550E+02	2.8154E+02	3.8320E+02	5.0048E+02	6.3334E+02	7.8178E+02	9.4615E+02	1.1255E+03	1.3207E+03	1.5315E+03	1.7603E+03	2.0012E+03	2.2595E+03	2.5324E+03
1.00E+02	7.2890E+00	2.901E+01	6.5026E+01	1.1564E+02	1.8072E+02	2.6028E+02	3.5431E+02	4.6278E+02	5.8568E+02	7.2301E+02	8.7498E+02	1.0410E+03	1.2216E+03	1.4167E+03	1.6263E+03	1.8509E+03	2.0898E+03	2.3425E+03
1.50E+02	5.4450E+00	2.168E+01	4.8615E+01	8.6471E+01	1.3517E+02	1.9473E+02	2.6515E+02	3.4643E+02	4.3857E+02	5.4158E+02	6.5548E+02	7.8020E+02	9.1581E+02	1.0623E+03	1.2197E+03	1.3881E+03	1.5673E+03	1.7573E+03
2.00E+02	4.4920E+00	1.789E+01	4.0137E+01	7.1399E+01	1.1163E+02	1.6083E+02	2.1903E+02	2.8622E+02	3.6242E+02	4.4763E+02	5.4186E+02	6.4511E+02	7.5739E+02	8.7870E+02	1.0091E+03	1.1485E+03	1.2970E+03	1.4546E+03
2.50E+02	3.9110E+00	1.558E+01	3.4964E+01	6.2202E+01	9.7256E+01	1.4014E+02	1.9087E+02	2.4945E+02	3.1590E+02	3.9022E+02	4.7243E+02	5.6252E+02	6.6053E+02	7.6644E+02	8.8027E+02	1.0020E+03	1.1318E+03	1.2694E+03
3.00E+02	3.5200E+00	1.410E+01	3.1490E+01	5.6023E+01	8.7601E+01	1.2624E+02	1.7194E+02	2.2474E+02	2.8462E+02	3.5162E+02	4.2574E+02	5.0698E+02	5.9537E+02	6.9091E+02	7.9361E+02	9.0348E+02	1.0205E+03	1.1448E+03
4.00E+02	3.0320E+00	1.210E+01	2.7148E+01	4.8303E+01	7.5535E+01	1.0886E+02	1.4829E+02	1.9384E+02	2.4552E+02	3.0335E+02	3.6734E+02	4.3749E+02	5.1383E+02	5.9637E+02	6.8512E+02	7.8008E+02	8.8128E+02	9.8872E+02
5.00E+02	2.7430E+00	1.100E+01	2.4579E+01	4.3734E+01	6.8395E+01	9.8575E+01	1.3429E+02	1.7555E+02	2.2237E+02	2.7477E+02	3.3275E+02	3.9634E+02	4.6554E+02	5.4036E+02	6.2083E+02	7.0695E+02	7.9874E+02	8.9620E+02
6.00E+02	2.5560E+00	1.020E+01	2.2911E+01	4.0767E+01	6.3757E+01	9.1894E+01	1.2519E+02	1.6367E+02	2.0733E+02	2.5619E+02	3.1027E+02	3.6958E+02	4.3413E+02	5.0394E+02	5.7902E+02	6.5938E+02	7.4504E+02	8.3601E+02
7.00E+02	2.4260E+00	9.700E+00	2.1761E+01	3.8723E+01	6.0561E+01	8.7290E+01	1.1892E+02	1.5547E+02	1.9696E+02	2.4339E+02	2.9478E+02	3.5114E+02	4.1248E+02	4.7883E+02	5.5019E+02	6.2657E+02	7.0800E+02	7.9448E+02
8.00E+02	2.3330E+00	9.330E+00	2.0937E+01	3.7256E+01	5.8268E+01	8.3986E+01	1.1442E+02	1.4959E+02	1.8951E+02	2.3419E+02	2.8364E+02	3.3789E+02	3.9693E+02	4.6078E+02	5.2947E+02	6.0299E+02	6.8138E+02	7.6464E+02
9.00E+02	2.2640E+00	9.040E+00	2.0327E+01	3.6172E+01	5.6574E+01	8.1545E+01	1.1110E+02	1.4525E+02	1.8401E+02	2.2740E+02	2.7542E+02	3.2810E+02	3.8544E+02	4.4746E+02	5.1417E+02	5.8558E+02	6.6172E+02	7.4259E+02
1.00E+03	2.2110E+00	8.810E+00	1.9862E+01	3.5345E+01	5.5280E+01	7.9682E+01	1.0856E+02	1.4194E+02	1.7981E+02	2.2222E+02	2.6915E+02	3.2063E+02	3.7667E+02	4.3728E+02	5.0248E+02	5.7229E+02	6.4671E+02	7.2575E+02

## d_cyl_r.dat
0.005 0.025 0.438051 0.00689719
0.005 0.075 0.446058 0.00405274
0.005 0.125 0.442694 0.00284513
0.005 0.175 0.440672 0.0026179
0.005 0.225 0.448404 0.0026856
0.005 0.275 0.444871 0.00216236
0.005 0.325 0.4419 0.00185161
0.005 0.375 0.442873 0.00173491
0.005 0.425 0.443306 0.00161443
0.005 0.475 0.446975 0.00160809
0.005 0.525 0.445196 0.00154428
0.005 0.575 0.441602 0.00141445
0.005 0.625 0.442347 0.00142965
0.005 0.675 0.442545 0.00129259
0.005 0.725 0.444451 0.00127112
0.005 0.775 0.445103 0.00119739
0.005 0.825 0.441482 0.00116343
0.005 0.875 0.444678 0.00115674
0.005 0.925 0.445673 0.00105532
0.005 0.975 0.444554 0.000997524
0.005 1.025 0.445687 0.00108993
0.005 1.075 0.443859 0.00104554
0.005 1.125 0.443569 0.000977011
0.005 1.175 0.443939 0.000998129
0.005 1.225 0.44307 0.00105658
0.005 1.275 0.442299 0.000875904
0.005 1.325 0.442616 0.00094871
0.005 1.375 0.442602 0.000929983
0.005 1.425 0.443271 0.000924379
0.005 1.475 0.444438 0.000893924
0.005 1.525 0.444308 0.000928302
0.005 1.575 0.443734 0.000852333
0.005 1.625 0.444291 0.000790488
0.005 1.675 0.443794 0.000795829
0.005 1.725 0.443359 0.000807199
0.005 1.775 0.443774 0.000777549
0.005 1.825 0.443092 0.000754462
0.005 1.875 0.445391 0.000741818
0.005 1.925 0.443718 0.000773491
0.005 1.975 0.444711 0.00076469
0.005 2.025 0.444802 0.000735423
0.005 2.075 0.444167 0.000809743
0.005 2.125 0.443779 0.00072327
0.005 2.175 0.444833 0.000737137
0.005 2.225 0.444497 0.000711139
0.005 2.275 0.443885 0.000733063
0.005 2.325 0.443493 0.000736266
0.005 2.375 0.443499 0.000762605
0.005 2.425 0.443728 0.000710946
0.005 2.475 0.443212 0.000671793
0.005 2.525 0.443997 0.000683841
0.005 2.575 0.443294 0.000696255
0.005 2.625 0.443499 0.000673285
0.005 2.675 0.443703 0.000612894
0.005 2.725 0.444413 0.00062689
0.005 2.775 0.442665 0.000629659
0.005 2.825 0.443705 0.000597832
0.005 2.875 0.44383 0.000628021
0.005 2.925 0.443641 0.000596852
0.005 2.975 0.443309 0.000648961
0.005 3.025 0.443231 0.000618635
0.005 3.075 0.444155 0.000617583
0.005 3.125 0.443176 0.000603813
0.005 3.175 0.443631 0.00062172
0.005 3.225 0.444322 0.00060024
0.005 3.275 0.444023 0.000570939
0.005 3.325 0.443683 0.000611119
0.005 3.375 0.443674 0.000591956
0.005 3.425 0.443786 0.000557375
0.005 3.475 0.443403 0.000549949
0.005 3.525 0.443015 0.000591421
0.005 3.575 0.443234 0.000593474
0.005 3.625 0.443724 0.000572137
0.005 3.675 0.442575 0.000529926
0.005 3.725 0.443474 0.000539047
0.005 3.775 0.443152 0.000558802
0.005 3.825 0.445205 0.000584223
0.005 3.875 0.444409 0.000556349
0.005 3.925 0.443647 0.000530325
0.005 3.975 0.442815 0.000541334
0.005 4.025 0.443847 0.000530384
0.005 4.075 0.443811 0.000555576
0.005 4.125 0.444147 0.000513132
0.005 4.175 0.443914 0.000512172
0.005 4.225 0.444131 0.000499897
0.005 4.275 0.443992 0.000545079
0.005 4.325 0.443005 0.000480425
0.005 4.375 0.443499 0.000514941
0.005 4.425 0.44365 0.000494704
0.005 4.475 0.443951 0.000500093
0.005 4.525 0.443747 0.000471728
0.005 4.575 0.443344 0.000495452
0.005 4.625 0.443161 0.000516852
0.005 4.675 0.443245 0.000502863
0.005 4.725 0.443899 0.000482859
0.005 4.775 0.443977 0.00050325
0.005 4.825 0.443493 0.000497537
0.005 4.875 0.443235 0.000474415
0.005 4.925 0.443776 0.000470384
0.005 4.975 0.443393 0.000465433
0.005 5.025 0.44306 0.000520981
0.005 5.075 0.444382 0.000472035
0.005 5.125 0.443472 0.000484135
0.005 5.175 0.44314 0.000485418
0.005 5.225 0.443408 0.0004907
0.005 5.275 0.443489 0.000481094
0.005 5.325 0.443894 0.000454692
0.005 5.375 0.444371 0.000470766
0.005 5.425 0.444515 0.000485182
0.005 5.475 0.444041 0.000451846
0.005 5.525 0.443829 0.000454595
0.005 5.575 0.442767 0.000447569
0.005 5.625 0.442922 0.000443817
0.005 5.675 0.443778 0.000457873
0.005 5.725 0.443958 0.000440111
0.005 5.775 0.443561 0.000432027
0.005 5.825 0.443479 0.000425801
0.005 5.875 0.444108 0.000439825
0.005 5.925 0.443709 0.000437839
0.005 5.975 0.443529 0.000443423
0.005 6.025 0.443281 0.000442655
0.005 6.075 0.443386 0.000415273
0.005 6.125 0.443628 0.000420156
0.005 6.175 0.443591 0.000441263
0.005 6.225 0.443544 0.000439272
0.005 6.275 0.443105 0.000400965
0.005 6.325 0.444251 0.000426698
0.005 6.375 0.443346 0.000414195
0.005 6.425 0.44321 0.000407969
0.005 6.475 0.443755 0.0004239
0.005 6.525 0.444639 0.000421481
0.005 6.575 0.44408 0.000441671
0.005 6.625 0.443719 0.000413017
0.005 6.675 0.443757 0.000418725
0.005 6.725 0.443201 0.00042558
0.005 6.775 0.443029 0.000422261
0.005 6.825 0.444387 0.000412168
0.005 6.875 0.444123 0.000408617
0.005 6.925 0.443639 0.000414288
0.005 6.975 0.443943 0.000418237
0.005 7.025 0.443609 0.000402143
0.005 7.075 0.442964 0.000405381
0.005 7.125 0.443788 0.000414481
0.005 7.175 0.443364 0.000377977
0.005 7.225 0.443154 0.000417513
0.005 7.275 0.443854 0.000418773
0.005 7.325 0.443478 0.000382253
0.005 7.375 0.444079 0.000386135
0.005 7.425 0.443309 0.00039809
0.005 7.475 0.443463 0.000397552
0.005 7.525 0.444042 0.000400985
0.005 7.575 0.443401 0.000397319
0.005 7.625 0.443106 0.000405992
0.005 7.675 0.44373 0.000401386
0.005 7.725 0.44421 0.000377643
0.005 7.775 0.443423 0.000383171
0.005 7.825 0.443883 0.000381209
0.005 7.875 0.44338 0.000370203
0.005 7.925 0.443624 0.000388909
0.005 7.975 0.443375 0.00037611
0.005 8.025 0.442926 0.000350005
0.005 8.075 0.443675 0.000381759
0.005 8.125 0.44327 0.000366533
0.005 8.175 0.443215 0.000365934
0.005 8.225 0.442908 0.000366853
0.005 8.275 0.443269 0.000382211
0.005 8.325 0.442974 0.000372011
0.005 8.375 0.443566 0.000351998
0.005 8.425 0.443664 0.000379368
0.005 8.475 0.442979 0.000348423
0.005 8.525 0.443452 0.000376597
0.005 8.575 0.443118 0.000354931
0.005 8.625 0.443475 0.000366308
0.005 8.675 0.443189 0.000338559
0.005 8.725 0.443786 0.000383145
0.005 8.775 0.443568 0.000375573
0.005 8.825 0.443006 0.00038106
0.005 8.875 0.443429 0.00035619
0.005 8.925 0.44272 0.000359426
0.005 8.975 0.442806 0.000366651
0.005 9.025 0.442225 0.000357763
0.005 9.075 0.442792 0.000345983
0.005 9.125 0.442697 0.000362827
0.005 9.175 0.443069 0.000352849
0.005 9.225 0.442374 0.000358139
0.005 9.275 0.442694 0.000357042
0.005 9.325 0.442967 0.000364413
0.005 9.375 0.442973 0.000377541
0.005 9.425 0.442406 0.000338822
0.005 9.475 0.442895 0.000378696
0.005 9.525 0.442463 0.000332194
0.005 9.575 0.443093 0.000356529
0.005 9.625 0.442534 0.000360017
0.005 9.675 0.443246 0.000343728
0.005 9.725 0.442671 0.000346769
0.005 9.775 0.442847 0.000350087
0.005 9.825 0.442518 0.00035413
0.005 9.875 0.441692 0.000325652
0.005 9.925 0.441767 0.000342441
0.005 9.975 0.441257 0.000311987
0.005 10.025 0.0033198 6.62995e-05
0.005 10.075 0.00187313 4.26325e-05
0.005 10.125 0.00160245 3.85508e-05
0.005 10.175 0.00145198 3.74937e-05
0.005 10.225 0.00132119 3.72584e-05
0.005 10.275 0.00118359 3.12057e-05
0.005 10.325 0.00109896 2.93456e-05
0.005 10.375 0.000992729 2.55054e-05
0.005 10.425 0.000924937 2.45228e-05
0.005 10.475 0.000889173 2.52235e-05
0.005 10.525 0.000835556 2.36848e-05
0.005 10.575 0.000786109 2.21202e-05
0.005 10.625 0.000753319 2.19772e-05
0.005 10.675 0.00073981 2.21072e-05
0.005 10.725 0.000688892 2.08614e-05
0.005 10.775 0.000653569 1.93162e-05
0.005 10.825 0.000612894 1.82809e-05
0.005 10.875 0.000604163 1.86267e-05
0.005 10.925 0.00058881 1.77685e-05
0.005 10.975 0.00053281 1.61146e-05
0.005 11.025 0.000523142 1.67022e-05
0.005 11.075 0.000497324 1.56271e-05
0.005 11.125 0.000491199 1.64402e-05
0.005 11.175 0.000454498 1.42979e-05
0.005 11.225 0.000430787 1.35988e-05
0.005 11.275 0.000415667 1.51284e-05
0.005 11.325 0.000418032 1.45717e-05
0.005 11.375 0.000418351 1.64287e-05
0.005 11.425 0.000408167 1.4732e-05
0.005 11.475 0.000389008 1.30326e-05
0.005 11.525 0.000389442 1.45231e-05
0.005 11.575 0.000366811 1.35908e-05
0.005 11.625 0.00034508 1.33429e-05
0.005 11.675 0.000334684 1.35446e-05
0.005 11.725 0.000337125 1.36536e-05
0.005 11.775 0.000321705 1.19879e-05
0.005 11.825 0.000327654 1.18764e-05
0.005 11.875 0.000312918 1.18647e-05
0.005 11.925 0.000310763 1.26213e-05
0.005 11.975 0.000306216 1.26632e-05
0.005 12.025 0.000298876 1.39344e-05
0.005 12.075 0.000279233 1.21368e-05
0.005 12.125 0.000273393 1.49183e-05
0.005 12.175 0.000263995 1.16799e-05
0.005 12.225 0.000251687 1.05198e-05
0.005 12.275 0.000263772 1.26885e-05
0.005 12.325 0.000244207 9.45784e-06
0.005 12.375 0.000238432 9.56707e-06
0.005 12.425 0.000237038 1.14263e-05
0.005 12.475 0.000231448 1.33515e-05
0.005 12.525 0.000232501 1.03382e-05
0.005 12.575 0.000220751 9.13389e-06
0.005 12.625 0.00021852 8.73938e-06
0.005 12.675 0.000209516 8.22866e-06
0.005 12.725 0.00021324 8.70112e-06
0.005 12.775 0.000215123 1.10744e-05
0.005 12.825 0.000207532 9.39287e-06
0.005 12.875 0.000193464 7.86924e-06
0.005 12.925 0.000197398 8.78913e-06
0.005 12.975 0.000198441 9.29904e-06
0.005 13.025 0.000183769 1.07547e-05
0.005 13.075 0.000183809 8.90153e-06
0.005 13.125 0.000174908 7.1151e-06
0.005 13.175 0.000184126 7.66185e-06
0.005 13.225 0.000179063 8.29819e-06
0.005 13.275 0.000171192 7.57406e-06
0.005 13.325 0.000172528 8.22012e-06
0.005 13.375 0.000172488 8.03162e-06
0.005 13.425 0.000167888 7.58708e-06
0.005 13.475 0.00016286 7.9971e-06
0.005 13.525 0.000161069 7.0916e-06
0.005 13.575 0.000164575 8.53377e-06
0.005 13.625 0.00015293 6.97739e-06
0.005 13.675 0.000162075 9.69753e-06
0.005 13.725 0.000157275 7.54354e-06
0.005 13.775 0.000146602 6.53906e-06
0.005 13.825 0.000139638 6.70445e-06
0.005 13.875 0.000140303 7.59389e-06
0.005 13.925 0.000140847 7.20791e-06
0.005 13.975 0.000147643 9.42662e-06
0.005 14.025 0.000144618 8.5196e-06
0.005 14.075 0.000136841 8.65551e-06
0.005 14.125 0.000132091 6.97787e-06
0.005 14.175 0.000129829 7.89041e-06
0.005 14.225 0.000125234 6.70211e-06
0.005 14.275 0.000123017 6.08117e-06
0.005 14.325 0.000130075 7.53411e-06
0.005 14.375 0.00013671 9.55429e-06
0.005 14.425 0.000130852 9.63069e-06
0.005 14.475 0.000117807 6.15344e-06
0.005 14.525 0.00011543 7.03789e-06
0.005 14.575 0.00010814 6.72098e-06
0.005 14.625 0.000111584 6.25764e-06
0.005 14.675 0.00010546 5.34755e-06
0.005 14.725 0.00010643 5.9584e-06
0.005 14.775 0.000103712 5.5917e-06
0.005 14.825 0.000102313 5.50958e-06
0.005 14.875 9.66303e-05 5.49106e-06
0.005 14.925 9.94593e-05 7.29967e-06
0.005 14.975 9.69792e-05 6.3496e-06
0.005 15.025 9.89146e-05 6.86729e-06
0.005 15.075 9.6541e-05 5.68476e-06
0.005 15.125 9.87365e-05 5.43212e-06
0.005 15.175 9.53976e-05 6.05231e-06
0.005 15.225 9.16308e-05 5.36165e-06
0.005 15.275 9.22023e-05 5.96454e-06
0.005 15.325 9.39192e-05 6.38723e-06
0.005 15.375 9.05997e-05 5.02883e-06
0.005 15.425 9.88143e-05 6.49546e-06
0.005 15.475 9.54859e-05 6.34154e-06
0.005 15.525 8.6146e-05 4.64729e-06
0.005 15.575 9.09444e-05 6.21636e-06
0.005 15.625 8.69062e-05 5.50613e-06
0.005 15.675 8.61697e-05 6.42641e-06
0.005 15.725 8.49472e-05 5.78426e-06
0.005 15.775 7.2754e-05 4.61459e-06
0.005 15.825 7.14048e-05 5.26552e-06
0.005 15.875 6.96257e-05 4.23366e-06
0.005 15.925 7.20447e-05 4.89281e-06
0.005 15.975 6.89002e-05 4.55125e-06
0.005 16.025 6.79279e-05 4.75129e-06
0.005 16.075 6.54155e-05 4.50917e-06
0.005 16.125 6.94288e-05 5.38794e-06
0.005 16.175 6.99353e-05 5.45546e-06
0.005 16.225 6.85478e-05 5.83965e-06
0.005 16.275 5.86801e-05 3.64421e-06
0.005 16.325 7.40574e-05 7.56184e-06
0.005 16.375 6.73943e-05 5.54266e-06
0.005 16.425 6.25695e-05 5.49221e-06
0.005 16.475 5.98471e-05 4.15778e-06
0.005 16.525 5.94678e-05 3.71948e-06
0.005 16.575 6.32424e-05 4.56237e-06
0.005 16.625 5.76938e-05 3.68856e-06
0.005 16.675 7.08002e-05 7.04387e-06
0.005 16.725 6.28805e-05 4.91559e-06
0.005 16.775 5.85607e-05 4.01364e-06
0.005 16.825 5.69879e-05 4.1552e-06
0.005 16.875 6.71833e-05 6.08044e-06
0.005 16.925 6.53165e-05 5.53001e-06
0.005 16.975 5.71784e-05 5.14366e-06
0.005 17.025 5.67118e-05 4.16554e-06
0.005 17.075 5.5151e-05 3.71939e-06
0.005 17.125 6.04597e-05 5.81657e-06
0.005 17.175 5.3228e-05 3.57286e-06
0.005 17.225 5.54324e-05 4.28033e-06
0.005 17.275 6.05963e-05 5.01283e-06
0.005 17.325 5.28797e-05 4.27619e-06
0.005 17.375 5.32961e-05 3.75007e-06
0.005 17.425 5.57263e-05 6.05336e-06
0.005 17.475 4.6293e-05 3.08933e-06
0.005 17.525 4.88881e-05 3.43302e-06
0.005 17.575 5.90535e-05 6.90922e-06
0.005 17.625 4.77324e-05 3.368e-06
0.005 17.675 5.60449e-05 4.95061e-06
0.005 17.725 5.28705e-05 3.81954e-06
0.005 17.775 4.95411e-05 3.50411e-06
0.005 17.825 5.38452e-05 4.98678e-06
0.005 17.875 4.73258e-05 3.21368e-06
0.005 17.925 4.88931e-05 3.45017e-06
0.005 17.975 4.52608e-05 3.17689e-06
0.005 18.025 4.68863e-05 3.58358e-06
0.005 18.075 5.2793e-05 7.0755e-06
0.005 18.125 4.48624e-05 3.40855e-06
0.005 18.175 4.63593e-05 4.1096e-06
0.005 18.225 4.40504e-05 4.21773e-06
0.005 18.275 4.57497e-05 4.95843e-06
0.005 18.325 5.51017e-05 9.68553e-06
0.005 18.375 4.36122e-05 4.21912e-06
0.005 18.425 3.9127e-05 2.72078e-06
0.005 18.475 4.18301e-05 3.94152e-06
0.005 18.525 4.065e-05 3.26145e-06
0.005 18.575 4.28385e-05 3.30739e-06
0.005 18.625 4.15797e-05 4.09613e-06
0.005 18.675 3.95387e-05 2.7496e-06
0.005 18.725 4.19599e-05 3.20791e-06
0.005 18.775 4.04387e-05 2.88155e-06
0.005 18.825 4.11218e-05 3.17986e-06
0.005 18.875 4.14324e-05 3.41551e-06
0.005 18.925 4.80342e-05 5.4253e-06
0.005 18.975 4.35642e-05 4.24051e-06
0.005 19.025 4.56475e-05 5.42241e-06
0.005 19.075 3.80534e-05 3.85219e-06
0.005 19.125 3.65798e-05 3.13856e-06
0.005 19.175 3.69765e-05 3.60281e-06
0.005 19.225 3.94049e-05 4.12432e-06
0.005 19.275 3.54042e-05 2.81019e-06
0.005 19.325 3.46694e-05 2.85399e-06
0.005 19.375 3.64093e-05 3.0545e-06
0.005 19.425 3.88854e-05 3.48797e-06
0.005 19.475 3.37185e-05 2.98608e-06
0.005 19.525 4.06817e-05 5.96068e-06
0.005 19.575 3.56301e-05 3.71923e-06
0.005 19.625 3.40024e-05 2.97482e-06
0.005 19.675 3.72772e-05 4.49354e-06
0.005 19.725 3.17334e-05 2.89639e-06
0.005 19.775 2.9132e-05 2.53708e-06
0.005 19.825 2.98829e-05 2.4103e-06
0.005 19.875 3.60809e-05 4.23322e-06
0.005 19.925 3.5555e-05 4.66008e-06
0.005 19.975 3.06975e-05 2.4123e-06
0.015 0.025 0.429142 0.00639598
0.015 0.075 0.442986 0.00358803
0.015 0.125 0.445533 0.00298838
0.015 0.175 0.440015 0.00253022
0.015 0.225 0.448405 0.00252248
0.015 0.275 0.448482 0.00221716
0.015 0.325 0.44685 0.00204246
0.015 0.375 0.445211 0.00169795
0.015 0.425 0.445951 0.00158679
0.015 0.475 0.449691 0.00163466
0.015 0.525 0.4464 0.00148272
0.015 0.575 0.443668 0.00140576
0.015 0.625 0.44441 0.00136031
0.015 0.675 0.445638 0.00139197
0.015 0.725 0.446636 0.0012311
0.015 0.775 0.446954 0.00119985
0.015 0.825 0.445865 0.00124555
0.015 0.875 0.446469 0.001107
0.015 0.925 0.447394 0.00105996
0.015 0.975 0.446281 0.00105116
0.015 1.025 0.446463 0.0010524
0.015 1.075 0.445727 0.000989979
0.015 1.125 0.446498 0.00112104
0.015 1.175 0.446306 0.00101484
0.015 1.225 0.445938 0.00104606
0.015 1.275 0.445286 0.000949233
0.015 1.325 0.444339 0.000925161
0.015 1.375 0.445674 0.000919085
0.015 1.425 0.445364 0.000946447
0.015 1.475 0.446164 0.000923595
0.015 1.525 0.445636 0.000874511
0.015 1.575 0.445264 0.000824793
0.015 1.625 0.447005 0.000849266
0.015 1.675 0.448238 0.000868988
0.015 1.725 0.445124 0.000800321
0.015 1.775 0.446523 0.00084048
0.015 1.825 0.445013 0.000806787
0.015 1.875 0.447609 0.000806739
0.015 1.925 0.446925 0.000809975
0.015 1.975 0.447628 0.000805415
0.015 2.025 0.447347 0.00075049
0.015 2.075 0.447017 0.000804362
0.015 2.125 0.446717 0.000737675
0.015 2.175 0.447187 0.000772301
0.015 2.225 0.445596 0.000701718
0.015 2.275 0.44615 0.000678756
0.015 2.325 0.446235 0.000751676
0.015 2.375 0.446219 0.000758531
0.015 2.425 0.445905 0.000734832
0.015 2.475 0.444861 0.000672892
0.015 2.525 0.446242 0.00072997
0.015 2.575 0.44514 0.000705302
0.015 2.625 0.446061 0.000671947
0.015 2.675 0.445803 0.000638769
0.015 2.725 0.447567 0.000655802
0.015 2.775 0.44619 0.000697127
0.015 2.825 0.446659 0.000634279
0.015 2.875 0.446719 0.000680401
0.015 2.925 0.446891 0.000673493
0.015 2.975 0.446409 0.000681141
0.015 3.025 0.4457 0.000620095
0.015 3.075 0.446274 0.000624624
0.015 3.125 0.445877 0.000607077
0.015 3.175 0.446415 0.000633072
0.015 3.225 0.44648 0.000577765
0.015 3.275 0.446196 0.000598694
0.015 3.325 0.446476 0.000620582
0.015 3.375 0.44571 0.000586006
0.015 3.425 0.446541 0.000602769
0.015 3.475 0.446209 0.000548676
0.015 3.525 0.444616 0.000547176
0.015 3.575 0.445718 0.000555971
0.015 3.625 0.445973 0.000572283
0.015 3.675 0.445345 0.00051573
0.015 3.725 0.446225 0.000569615
0.015 3.775 0.446538 0.000620921
0.015 3.825 0.447017 0.000580796
0.015 3.875 0.445869 0.000546307
0.015 3.925 0.445196 0.000550409
0.015 3.975 0.445507 0.000550315
0.015 4.025 0.445742 0.000512746
0.015 4.075 0.446046 0.000547262
0.015 4.125 0.446299 0.000525888
0.015 4.175 0.445663 0.000539145
0.015 4.225 0.446555 0.000504896
0.015 4.275 0.446081 0.000514257
0.015 4.325 0.445643 0.000508422
0.015 4.375 0.445862 0.000526672
0.015 4.425 0.446127 0.000521919
0.015 4.475 0.4459 0.000507227
0.015 4.525 0.445919 0.000492384
0.015 4.575 0.445531 0.000479634
0.015 4.625 0.445942 0.000510904
0.015 4.675 0.445779 0.000501408
0.015 4.725 0.446359 0.000470883
0.015 4.775 0.446907 0.000514919
0.015 4.825 0.446099 0.000502203
0.015 4.875 0.446273 0.000519907
0.015 4.925 0.446689 0.00048612
0.015 4.975 0.446081 0.000504719
0.015 5.025 0.445713 0.000499993
0.015 5.075 0.446631 0.000472943
0.015 5.125 0.446149 0.000475044
0.015 5.175 0.445998 0.000489313
0.015 5.225 0.446065 0.000494293
0.015 5.275 0.446325 0.000480019
0.015 5.325 0.446491 0.000477937
0.015 5.375 0.446519 0.000466239
0.015 5.425 0.446258 0.000475382
0.015 5.475 0.44576 0.000471353
0.015 5.525 0.446008 0.000442971
0.015 5.575 0.444884 0.000460385
0.015 5.625 0.445795 0.00043393
0.015 5.675 0.446161 0.000489742
0.015 5.725 0.446597 0.000475319
0.015 5.775 0.446262 0.000436189
0.015 5.825 0.446013 0.000456753
0.015 5.875 0.446537 0.000454822
0.015 5.925 0.445816 0.000476266
0.015 5.975 0.446031 0.000432043
0.015 6.025 0.44591 0.000426959
0.015 6.075 0.44588 0.000461765
0.015 6.125 0.446055 0.000433094
0.015 6.175 0.446263 0.000437132
0.015 6.225 0.445756 0.000429104
0.015 6.275 0.445633 0.000445875
0.015 6.325 0.44662 0.000425344
0.015 6.375 0.446192 0.000432419
0.015 6.425 0.445455 0.00042189
0.015 6.475 0.445906 0.000437762
0.015 6.525 0.44653 0.000413155
0.015 6.575 0.446232 0.000424841
0.015 6.625 0.445956 0.000402065
0.015 6.675 0.446199 0.000417218
0.015 6.725 0.445576 0.000425336
0.015 6.775 0.445381 0.000414829
0.015 6.825 0.446393 0.000420071
0.015 6.875 0.446651 0.000396748
0.015 6.925 0.44612 0.00040607
0.015 6.975 0.446187 0.000411004
0.015 7.025 0.445461 0.000385092
0.015 7.075 0.445624 0.000404348
0.015 7.125 0.446203 0.000418537
0.015 7.175 0.446271 0.000396804
0.015 7.225 0.44589 0.000411688
0.015 7.275 0.445793 0.000397305
0.015 7.325 0.445874 0.000398206
0.015 7.375 0.446327 0.000395599
0.015 7.425 0.445801 0.000395038
0.015 7.475 0.445559 0.000381012
0.015 7.525 0.447172 0.000397187
0.015 7.575 0.446092 0.000413799
0.015 7.625 0.445641 0.000421779
0.015 7.675 0.446534 0.000406748
0.015 7.725 0.446597 0.000377911
0.015 7.775 0.446085 0.000411087
0.015 7.825 0.446211 0.000380053
0.015 7.875 0.445492 0.000379756
0.015 7.925 0.445918 0.00038448
0.015 7.975 0.445651 0.000379888
0.015 8.025 0.445843 0.000383524
0.015 8.075 0.446186 0.000378369
0.015 8.125 0.44587 0.000384203
0.015 8.175 0.445678 0.000387556
0.015 8.225 0.445037 0.000375158
0.015 8.275 0.444831 0.000380818
0.015 8.325 0.445179 0.000370535
0.015 8.375 0.446404 0.000373875
0.015 8.425 0.446379 0.000380801
0.015 8.475 0.445302 0.000354937
0.015 8.525 0.446009 0.000380682
0.015 8.575 0.445482 0.000371013
0.015 8.625 0.446023 0.000388462
0.015 8.675 0.44593 0.00036395
0.015 8.725 0.446157 0.000377679
0.015 8.775 0.445668 0.000366366
0.015 8.825 0.44567 0.0003862
0.015 8.875 0.445934 0.000364234
0.015 8.925 0.445241 0.00037627
0.015 8.975 0.445599 0.000372374
0.015 9.025 0.444562 0.000358154
0.015 9.075 0.445593 0.00036222
0.015 9.125 0.445094 0.000352732
0.015 9.175 0.445101 0.000337477
0.015 9.225 0.444408 0.000355486
0.015 9.275 0.444876 0.000362931
0.015 9.325 0.445136 0.000366166
0.015 9.375 0.445626 0.000368978
0.015 9.425 0.445081 0.000348472
0.015 9.475 0.444959 0.0003657
0.015 9.525 0.44453 0.000353565
0.015 9.575 0.444993 0.000351163
0.015 9.625 0.444617 0.000351111
0.015 9.675 0.445134 0.000343409
0.015 9.725 0.444765 0.000359949
0.015 9.775 0.444621 0.00036154
0.015 9.825 0.444151 0.000364649
0.015 9.875 0.44341 0.000331771
0.015 9.925 0.443403 0.000335132
0.015 9.975 0.44236 0.000313848
0.015 10.025 0.00601977 8.37386e-05
0.015 10.075 0.00296949 5.48e-05
0.015 10.125 0.00249491 4.4108e-05
0.015 10.175 0.0021956 3.99554e-05
0.015 10.225 0.00198617 3.8254e-05
0.015 10.275 0.00174912 3.40788e-05
0.015 10.325 0.00157196 3.39782e-05
0.015 10.375 0.00144642 2.99899e-05
0.015 10.425 0.00135079 2.91365e-05
0.015 10.475 0.00127227 2.80289e-05
0.015 10.525 0.00117601 2.52171e-05
0.015 10.575 0.00110753 2.54909e-05
0.015 10.625 0.00104435 2.4622e-05
0.015 10.675 0.000960713 2.20174e-05
0.015 10.725 0.000896384 2.21618e-05
0.015 10.775 0.000838448 2.03793e-05
0.015 10.825 0.000807656 2.13473e-05
0.015 10.875 0.000773838 1.98257e-05
0.015 10.925 0.000729171 1.84959e-05
0.015 10.975 0.000707688 1.74293e-05
0.015 11.025 0.000681742 1.79258e-05
0.015 11.075 0.000654856 1.81176e-05
0.015 11.125 0.000619618 1.71473e-05
0.015 11.175 0.00059794 1.84749e-05
0.015 11.225 0.000571936 1.62104e-05
0.015 11.275 0.000545625 1.5068e-05
0.015 11.325 0.000534281 1.73101e-05
0.015 11.375 0.000518265 1.59869e-05
0.015 11.425 0.000494115 1.439e-05
0.015 11.475 0.00049362 1.54273e-05
0.015 11.525 0.000479706 1.66056e-05
0.015 11.575 0.000458115 1.48217e-05
0.015 11.625 0.00045625 1.47345e-05
0.015 11.675 0.000449434 1.71591e-05
0.015 11.725 0.000424561 1.34984e-05
0.015 11.775 0.000403455 1.276e-05
0.015 11.825 0.000394436 1.22149e-05
0.015 11.875 0.000378911 1.13781e-05
0.015 11.925 0.000369917 1.27524e-05
0.015 11.975 0.000344339 1.08588e-05
0.015 12.025 0.000337224 1.12809e-05
0.015 12.075 0.000338575 1.19809e-05
0.015 12.125 0.000321851 1.13187e-05
0.015 12.175 0.000321015 1.35188e-05
0.015 12.225 0.000299816 1.09799e-05
0.015 12.275 0.0002918 1.21732e-05
0.015 12.325 0.000281847 1.09332e-05
0.015 12.375 0.000265964 1.00373e-05
0.015 12.425 0.000260743 8.77799e-06
0.015 12.475 0.0002547 9.01779e-06
0.015 12.525 0.000253189 9.00114e-06
0.015 12.575 0.000252968 9.49303e-06
0.015 12.625 0.000243675 9.68655e-06
0.015 12.675 0.000242825 1.1474e-05
0.015 12.725 0.000249789 1.01799e-05
0.015 12.775 0.000238798 1.11735e-05
0.015 12.825 0.000225417 8.2942e-06
0.015 12.875 0.000220393 8.03335e-06
0.015 12.925 0.000228131 9.26514e-06
0.015 12.975 0.000210136 8.14786e-06
0.015 13.025 0.000224371 1.09519e-05
0.015 13.075 0.000217965 9.78017e-06
0.015 13.125 0.000197239 7.67638e-06
0.015 13.175 0.000196782 8.42138e-06
0.015 13.225 0.000206737 8.94027e-06
0.015 13.275 0.000199893 8.42479e-06
0.015 13.325 0.000185515 7.82125e-06
0.015 13.375 0.000185818 8.72481e-06
0.015 13.425 0.000182944 7.78041e-06
0.015 13.475 0.000180959 7.87505e-06
0.015 13.525 0.000188041 8.67255e-06
0.015 13.575 0.000184478 9.10914e-06
0.015 13.625 0.000174088 8.22155e-06
0.015 13.675 0.000173868 8.96417e-06
0.015 13.725 0.000163526 7.35502e-06
0.015 13.775 0.000157342 8.05172e-06
0.015 13.825 0.000159003 7.15819e-06
0.015 13.875 0.00016462 9.27624e-06
0.015 13.925 0.000155243 7.31227e-06
0.015 13.975 0.000143511 6.35487e-06
0.015 14.025 0.000139475 6.46484e-06
0.015 14.075 0.000139653 6.64722e-06
0.015 14.125 0.000144056 6.97483e-06
0.015 14.175 0.00014266 7.74345e-06
0.015 14.225 0.000138881 6.7506e-06
0.015 14.275 0.000136984 6.91732e-06
0.015 14.325 0.000130605 6.67705e-06
0.015 14.375 0.000126344 7.88321e-06
0.015 14.425 0.000124516 7.13326e-06
0.015 14.475 0.00011443 5.60924e-06
0.015 14.525 0.00011602 5.55089e-06
0.015 14.575 0.00012027 6.16704e-06
0.015 14.625 0.000121057 6.30455e-06
0.015 14.675 0.000115491 9.11607e-06
0.015 14.725 0.000112658 7.54039e-06
0.015 14.775 0.000118736 9.06464e-06
0.015 14.825 0.000119446 1.03276e-05
0.015 14.875 0.000103341 5.58561e-06
0.015 14.925 0.000106053 5.95629e-06
0.015 14.975 0.000113431 7.91382e-06
0.015 15.025 9.45855e-05 4.81086e-06
0.015 15.075 0.000100122 5.91948e-06
0.015 15.125 0.000105312 7.68561e-06
0.015 15.175 0.000102247 7.17375e-06
0.015 15.225 0.000102936 7.68986e-06
0.015 15.275 9.29214e-05 4.79006e-06
0.015 15.325 9.19652e-05 4.95561e-06
0.015 15.375 9.02427e-05 5.00799e-06
0.015 15.425 9.30012e-05 5.87333e-06
0.015 15.475 9.18301e-05 6.46141e-06
0.015 15.525 8.43764e-05 4.45272e-06
0.015 15.575 8.72327e-05 5.22862e-06
0.015 15.625 8.72604e-05 5.34585e-06
0.015 15.675 7.93343e-05 5.85089e-06
0.015 15.725 8.58308e-05 5.5075e-06
0.015 15.775 8.10625e-05 4.97221e-06
0.015 15.825 7.69332e-05 4.28277e-06
0.015 15.875 8.37137e-05 6.47315e-06
0.015 15.925 8.40664e-05 7.17411e-06
0.015 15.975 8.8524e-05 6.87881e-06
0.015 16.025 7.95134e-05 5.69712e-06
0.015 16.075 7.25573e-05 5.02145e-06
0.015 16.125 8.15692e-05 6.40185e-06
0.015 16.175 8.1826e-05 5.3719e-06
0.015 16.225 7.20429e-05 5.41004e-06
0.015 16.275 7.24788e-05 4.487e-06
0.015 16.325 7.13468e-05 4.45925e-06
0.015 16.375 6.69349e-05 4.27216e-06
0.015 16.425 7.06429e-05 4.75181e-06
0.015 16.475 7.0122e-05 5.88912e-06
0.015 16.525 6.98723e-05 6.6641e-06
0.015 16.575 6.35706e-05 4.27103e-06
0.015 16.625 6.68155e-05 7.21441e-06
0.015 16.675 6.73971e-05 5.9397e-06
0.015 16.725 5.9977e-05 4.22584e-06
0.015 16.775 5.34718e-05 3.46836e-06
0.015 16.825 6.44644e-05 6.25513e-06
0.015 16.875 5.71827e-05 4.47436e-06
0.015 16.925 5.8756e-05 4.42952e-06
0.015 16.975 6.39453e-05 6.27773e-06
0.015 17.025 5.86452e-05 4.05862e-06
0.015 17.075 6.01264e-05 5.3292e-06
0.015 17.125 6.13424e-05 4.92717e-06
0.015 17.175 6.22449e-05 5.87117e-06
0.015 17.225 6.60974e-05 5.12112e-06
0.015 17.275 5.97205e-05 4.14012e-06
0.015 17.325 5.68555e-05 4.0119e-06
0.015 17.375 5.37137e-05 3.5959e-06
0.015 17.425 5.81295e-05 4.26557e-06
0.015 17.475 5.64408e-05 3.85952e-06
0.015 17.525 5.45834e-05 3.59941e-06
0.015 17.575 5.68266e-05 5.07928e-06
0.015 17.625 5.81196e-05 4.37457e-06
0.015 17.675 6.10886e-05 5.52207e-06
0.015 17.725 5.26878e-05 3.88527e-06
0.015 17.775 5.91759e-05 7.86007e-06
0.015 17.825 4.95065e-05 4.06975e-06
0.015 17.875 4.7645e-05 4.31635e-06
0.015 17.925 4.62879e-05 3.36424e-06
0.015 17.975 4.34385e-05 3.0257e-06
0.015 18.025 5.25142e-05 6.18424e-06
0.015 18.075 4.95184e-05 4.90023e-06
0.015 18.125 4.94206e-05 4.6589e-06
0.015 18.175 4.91553e-05 5.343e-06
0.015 18.225 4.54788e-05 3.70577e-06
0.015 18.275 4.618e-05 3.90989e-06
0.015 18.325 4.26285e-05 3.48856e-06
0.015 18.375 4.18027e-05 3.12929e-06
0.015 18.425 4.34759e-05 3.71851e-06
0.015 18.475 4.29591e-05 3.71521e-06
0.015 18.525 3.69243e-05 2.74057e-06
0.015 18.575 3.98507e-05 3.33222e-06
0.015 18.625 3.92156e-05 3.13604e-06
0.015 18.675 3.876e-05 3.27991e-06
0.015 18.725 4.14396e-05 3.50877e-06
0.015 18.775 3.68317e-05 2.82749e-06
0.015 18.825 4.20797e-05 3.84127e-06
0.015 18.875 4.19844e-05 3.59541e-06
0.015 18.925 4.88555e-05 5.61643e-06
0.015 18.975 4.02139e-05 4.14379e-06
0.015 19.025 4.23798e-05 4.18038e-06
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0.025 19.825 3.80422e-05 3.74371e-06
0.025 19.875 4.23022e-05 4.69201e-06
0.025 19.925 3.57009e-05 3.10671e-06
0.025 19.975 4.67637e-05 8.47757e-06
0.035 0.025 0.436387 0.00710852
0.035 0.075 0.448395 0.00372812
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0.035 0.175 0.443707 0.00257418
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0.035 0.325 0.452456 0.00205433
0.035 0.375 0.450213 0.00181728
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0.035 0.575 0.449672 0.00148842
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0.035 0.725 0.451225 0.00122717
0.035 0.775 0.453832 0.00128662
0.035 0.825 0.450157 0.00122793
0.035 0.875 0.452201 0.00116701
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0.035 0.975 0.451764 0.00109762
0.035 1.025 0.450389 0.00105559
0.035 1.075 0.451283 0.00105485
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0.035 1.175 0.450156 0.000976526
0.035 1.225 0.450474 0.00106049
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0.035 1.325 0.44883 0.000935861
0.035 1.375 0.450556 0.000915061
0.035 1.425 0.45004 0.00094285
0.035 1.475 0.45088 0.000914049
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0.035 1.575 0.45099 0.000857845
0.035 1.625 0.451064 0.000846158
0.035 1.675 0.451879 0.000816968
0.035 1.725 0.450346 0.000852556
0.035 1.775 0.45107 0.000819272
0.035 1.825 0.450857 0.000837942
0.035 1.875 0.452114 0.000773597
0.035 1.925 0.450546 0.000851842
0.035 1.975 0.450631 0.000786824
0.035 2.025 0.453057 0.000825694
0.035 2.075 0.452124 0.000795218
0.035 2.125 0.451451 0.000788575
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0.035 2.375 0.450712 0.000702366
0.035 2.425 0.450118 0.000745226
0.035 2.475 0.450473 0.000688227
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0.035 2.575 0.451039 0.000728216
0.035 2.625 0.450607 0.000696522
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0.035 2.775 0.450746 0.000653876
0.035 2.825 0.451164 0.00064833
0.035 2.875 0.451444 0.000673451
0.035 2.925 0.452037 0.000660596
0.035 2.975 0.451062 0.00067042
0.035 3.025 0.450656 0.000590747
0.035 3.075 0.450978 0.00058918
0.035 3.125 0.450958 0.000669454
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0.035 3.225 0.450893 0.000567802
0.035 3.275 0.450784 0.000595827
0.035 3.325 0.450938 0.000610972
0.035 3.375 0.450602 0.000608379
0.035 3.425 0.450577 0.000565577
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0.035 3.525 0.449959 0.000563117
0.035 3.575 0.450904 0.000558361
0.035 3.625 0.450861 0.000590141
0.035 3.675 0.450793 0.000564352
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0.035 3.775 0.450694 0.000591724
0.035 3.825 0.451515 0.000551959
0.035 3.875 0.451634 0.000580425
0.035 3.925 0.45095 0.000567797
0.035 3.975 0.450602 0.000577327
0.035 4.025 0.45141 0.000574279
0.035 4.075 0.450254 0.000550162
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0.035 4.225 0.452008 0.000525448
0.035 4.275 0.451067 0.000530512
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0.035 4.375 0.450656 0.000526998
0.035 4.425 0.450589 0.00051712
0.035 4.475 0.450868 0.000541601
0.035 4.525 0.451492 0.000509245
0.035 4.575 0.450587 0.000510919
0.035 4.625 0.451476 0.000499544
0.035 4.675 0.451427 0.000515049
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0.035 4.775 0.451256 0.00047848
0.035 4.825 0.451123 0.000488789
0.035 4.875 0.451133 0.000477861
0.035 4.925 0.451273 0.000516026
0.035 4.975 0.450595 0.000477056
0.035 5.025 0.450864 0.000519557
0.035 5.075 0.451681 0.000495136
0.035 5.125 0.450901 0.000482436
0.035 5.175 0.450639 0.000512371
0.035 5.225 0.451064 0.000502592
0.035 5.275 0.45136 0.000509242
0.035 5.325 0.451149 0.000475081
0.035 5.375 0.451113 0.000465181
0.035 5.425 0.451143 0.000484503
0.035 5.475 0.450811 0.000470244
0.035 5.525 0.450617 0.000467379
0.035 5.575 0.45043 0.000473669
0.035 5.625 0.450686 0.000471212
0.035 5.675 0.451571 0.000479742
0.035 5.725 0.451427 0.000467193
0.035 5.775 0.451249 0.000439923
0.035 5.825 0.450972 0.000460375
0.035 5.875 0.450985 0.000447883
0.035 5.925 0.450534 0.000465804
0.035 5.975 0.450502 0.000432529
0.035 6.025 0.450713 0.000442814
0.035 6.075 0.450621 0.000452562
0.035 6.125 0.450573 0.000439377
0.035 6.175 0.451351 0.000472212
0.035 6.225 0.450824 0.000441701
0.035 6.275 0.450504 0.000442693
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0.035 6.375 0.450753 0.000420517
0.035 6.425 0.450296 0.00042013
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0.035 6.525 0.451588 0.000431536
0.035 6.575 0.450418 0.00041833
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0.035 6.675 0.451215 0.000439539
0.035 6.725 0.45038 0.000432521
0.035 6.775 0.450776 0.000420655
0.035 6.825 0.451546 0.0004299
0.035 6.875 0.450803 0.000406821
0.035 6.925 0.450207 0.000418548
0.035 6.975 0.451254 0.000420269
0.035 7.025 0.451122 0.000424156
0.035 7.075 0.449578 0.000411837
0.035 7.125 0.450727 0.000411928
0.035 7.175 0.45099 0.000408469
0.035 7.225 0.451286 0.000427124
0.035 7.275 0.450698 0.000431141
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0.035 7.375 0.451467 0.000400845
0.035 7.425 0.450486 0.000411267
0.035 7.475 0.450219 0.000400628
0.035 7.525 0.451131 0.000393477
0.035 7.575 0.450176 0.000410415
0.035 7.625 0.450248 0.000403209
0.035 7.675 0.450591 0.000387434
0.035 7.725 0.451028 0.000376783
0.035 7.775 0.450632 0.000398671
0.035 7.825 0.450525 0.000404673
0.035 7.875 0.449869 0.000396503
0.035 7.925 0.450025 0.000391156
0.035 7.975 0.450567 0.000403507
0.035 8.025 0.450566 0.000374791
0.035 8.075 0.450507 0.000392624
0.035 8.125 0.450074 0.000368487
0.035 8.175 0.449693 0.000392166
0.035 8.225 0.449697 0.000387748
0.035 8.275 0.449816 0.000377362
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0.035 8.375 0.451166 0.000388303
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0.035 8.475 0.449443 0.000359374
0.035 8.525 0.45013 0.000377682
0.035 8.575 0.450163 0.000377616
0.035 8.625 0.450615 0.00037364
0.035 8.675 0.450236 0.000369192
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0.035 8.775 0.450005 0.000373771
0.035 8.825 0.450089 0.000358146
0.035 8.875 0.450025 0.000376101
0.035 8.925 0.449393 0.000354717
0.035 8.975 0.44949 0.00036137
0.035 9.025 0.448799 0.000357839
0.035 9.075 0.449768 0.000371446
0.035 9.125 0.449347 0.000379093
0.035 9.175 0.449421 0.000388507
0.035 9.225 0.448721 0.000369263
0.035 9.275 0.449536 0.00034677
0.035 9.325 0.449335 0.000373019
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0.035 9.425 0.448665 0.000348145
0.035 9.475 0.448553 0.000379987
0.035 9.525 0.448224 0.000339184
0.035 9.575 0.448692 0.000358238
0.035 9.625 0.4483 0.000354383
0.035 9.675 0.448831 0.000357366
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0.035 9.775 0.447925 0.000350665
0.035 9.825 0.447602 0.000353308
0.035 9.875 0.446745 0.000329746
0.035 9.925 0.44587 0.000331156
0.035 9.975 0.442329 0.000307375
0.035 10.025 0.0110455 9.96678e-05
0.035 10.075 0.0046534 6.3154e-05
0.035 10.125 0.00395979 5.38665e-05
0.035 10.175 0.00347154 4.67599e-05
0.035 10.225 0.00317214 4.26167e-05
0.035 10.275 0.00291405 4.11337e-05
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0.035 10.375 0.00247179 3.69392e-05
0.035 10.425 0.00226376 3.535e-05
0.035 10.475 0.00206657 3.16114e-05
0.035 10.525 0.00191577 2.99811e-05
0.035 10.575 0.00178546 2.95224e-05
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0.035 10.675 0.00158939 2.90888e-05
0.035 10.725 0.00152119 2.77401e-05
0.035 10.775 0.00144041 2.44054e-05
0.035 10.825 0.00135432 2.49688e-05
0.035 10.875 0.00127705 2.40997e-05
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0.035 10.975 0.00117227 2.30172e-05
0.035 11.025 0.00110874 2.41766e-05
0.035 11.075 0.00104382 2.08967e-05
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0.035 11.225 0.000904662 1.92823e-05
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0.035 11.325 0.000798245 1.79564e-05
0.035 11.375 0.000785854 1.92387e-05
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0.035 11.475 0.00071018 1.60715e-05
0.035 11.525 0.000702367 1.76858e-05
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0.035 11.775 0.000555454 1.38852e-05
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0.035 11.975 0.000515351 1.57041e-05
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0.035 12.525 0.000362983 1.10472e-05
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0.035 12.625 0.000349423 1.16222e-05
0.035 12.675 0.000351364 1.13272e-05
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0.035 12.775 0.000316486 1.00396e-05
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0.035 12.925 0.000295093 9.54023e-06
0.035 12.975 0.000296698 1.0052e-05
0.035 13.025 0.000303767 1.32104e-05
0.035 13.075 0.000268483 9.91095e-06
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0.035 13.175 0.000252719 8.9281e-06
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0.035 13.325 0.000242735 9.92723e-06
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0.035 13.825 0.000190521 7.44881e-06
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0.035 13.975 0.000189032 7.21584e-06
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0.035 14.975 0.000131497 7.12305e-06
0.035 15.025 0.000123609 7.32706e-06
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0.035 15.125 0.000129428 7.18856e-06
0.035 15.175 0.000129223 9.48794e-06
0.035 15.225 0.000121033 6.16981e-06
0.035 15.275 0.000119735 6.10756e-06
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0.035 15.375 0.000123621 7.79141e-06
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0.035 15.475 0.000118078 6.50784e-06
0.035 15.525 0.000107137 5.74874e-06
0.035 15.575 0.000116742 8.96716e-06
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0.035 15.725 0.000103081 5.73838e-06
0.035 15.775 0.000102278 5.79636e-06
0.035 15.825 0.000100342 5.43542e-06
0.035 15.875 0.000106524 7.29752e-06
0.035 15.925 9.86159e-05 5.46158e-06
0.035 15.975 0.000100737 5.65739e-06
0.035 16.025 0.000105686 7.02042e-06
0.035 16.075 9.97626e-05 6.04275e-06
0.035 16.125 8.98325e-05 4.94375e-06
0.035 16.175 9.12134e-05 5.3231e-06
0.035 16.225 8.52389e-05 4.82963e-06
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0.035 16.375 8.78824e-05 4.83369e-06
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0.035 16.575 8.02319e-05 4.26887e-06
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0.035 16.975 7.48328e-05 5.68774e-06
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0.035 17.975 5.50446e-05 3.13133e-06
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0.035 19.025 4.30491e-05 4.0094e-06
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0.045 0.025 0.430366 0.00664906
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0.045 0.175 0.446151 0.00279318
0.045 0.225 0.450818 0.00231202
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0.045 0.325 0.448472 0.00176362
0.045 0.375 0.451199 0.00187765
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0.045 0.475 0.452856 0.00153741
0.045 0.525 0.450225 0.00149375
0.045 0.575 0.450043 0.00147052
0.045 0.625 0.450666 0.00138166
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0.045 5.975 0.451754 0.000448768
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0.045 8.925 0.450645 0.000368143
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0.085 5.825 0.457811 0.00046927
0.085 5.875 0.458012 0.000426465
0.085 5.925 0.457617 0.000475854
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0.085 6.475 0.458191 0.000428095
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0.085 6.925 0.458042 0.000418679
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0.085 7.475 0.457173 0.00041433
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0.085 7.575 0.457375 0.000426407
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0.085 7.775 0.457898 0.000417205
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0.085 7.875 0.45717 0.000420002
0.085 7.925 0.456918 0.000395413
0.085 7.975 0.457331 0.000375742
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0.085 8.075 0.457205 0.000398292
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0.085 8.525 0.456034 0.000382718
0.085 8.575 0.455857 0.000389837
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0.085 8.675 0.456034 0.000369482
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0.085 8.775 0.456298 0.000383426
0.085 8.825 0.456114 0.000383915
0.085 8.875 0.456116 0.000370459
0.085 8.925 0.455444 0.000361666
0.085 8.975 0.455949 0.000385997
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0.085 9.575 0.454048 0.00035393
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0.085 9.775 0.452485 0.00035304
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0.085 9.875 0.451564 0.000334647
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0.085 10.075 0.00779074 8.20742e-05
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0.085 10.575 0.00375747 4.08014e-05
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0.095 5.975 0.458742 0.000437974
0.095 6.025 0.458634 0.000444661
0.095 6.075 0.458805 0.000446274
0.095 6.125 0.458782 0.000465025
0.095 6.175 0.458883 0.000448287
0.095 6.225 0.458752 0.000435983
0.095 6.275 0.45875 0.00044874
0.095 6.325 0.458643 0.000440913
0.095 6.375 0.458795 0.000433248
0.095 6.425 0.458052 0.000418029
0.095 6.475 0.458887 0.000439743
0.095 6.525 0.459086 0.000445568
0.095 6.575 0.458938 0.000434124
0.095 6.625 0.458794 0.00042528
0.095 6.675 0.459353 0.000435213
0.095 6.725 0.458216 0.000423272
0.095 6.775 0.458241 0.000448898
0.095 6.825 0.459098 0.000445738
0.095 6.875 0.458116 0.000401703
0.095 6.925 0.457965 0.000420528
0.095 6.975 0.458929 0.000435679
0.095 7.025 0.458433 0.00043327
0.095 7.075 0.458319 0.000440221
0.095 7.125 0.458644 0.0004043
0.095 7.175 0.459172 0.000435087
0.095 7.225 0.458512 0.00044366
0.095 7.275 0.45859 0.000415341
0.095 7.325 0.458091 0.00037915
0.095 7.375 0.459356 0.000404849
0.095 7.425 0.458082 0.000420889
0.095 7.475 0.457931 0.00040586
0.095 7.525 0.458761 0.00041431
0.095 7.575 0.457785 0.000400357
0.095 7.625 0.457569 0.000428615
0.095 7.675 0.458218 0.000419232
0.095 7.725 0.458373 0.000399583
0.095 7.775 0.458458 0.000394921
0.095 7.825 0.458353 0.000393613
0.095 7.875 0.456903 0.000407646
0.095 7.925 0.457545 0.000398702
0.095 7.975 0.458038 0.000402164
0.095 8.025 0.457783 0.000392368
0.095 8.075 0.458048 0.00039435
0.095 8.125 0.45788 0.000377519
0.095 8.175 0.457153 0.000404808
0.095 8.225 0.456928 0.000387103
0.095 8.275 0.456888 0.000393623
0.095 8.325 0.456909 0.00040112
0.095 8.375 0.457302 0.00039705
0.095 8.425 0.457323 0.000382319
0.095 8.475 0.457068 0.000393445
0.095 8.525 0.457378 0.000383813
0.095 8.575 0.456794 0.000403127
0.095 8.625 0.457363 0.000384643
0.095 8.675 0.456536 0.000383091
0.095 8.725 0.457436 0.00037412
0.095 8.775 0.456863 0.000369113
0.095 8.825 0.456564 0.000378884
0.095 8.875 0.457021 0.000379166
0.095 8.925 0.455606 0.000359497
0.095 8.975 0.455892 0.000381059
0.095 9.025 0.455275 0.00036392
0.095 9.075 0.455832 0.000361461
0.095 9.125 0.455564 0.000374669
0.095 9.175 0.455792 0.000354357
0.095 9.225 0.454823 0.000360236
0.095 9.275 0.455374 0.000361281
0.095 9.325 0.455391 0.000390256
0.095 9.375 0.455464 0.000376798
0.095 9.425 0.45459 0.000349717
0.095 9.475 0.454916 0.000367906
0.095 9.525 0.454161 0.000356024
0.095 9.575 0.454165 0.000358174
0.095 9.625 0.453304 0.000359643
0.095 9.675 0.453843 0.000339189
0.095 9.725 0.45373 0.000363542
0.095 9.775 0.452854 0.000373932
0.095 9.825 0.452086 0.000350412
0.095 9.875 0.451366 0.000340908
0.095 9.925 0.450209 0.000330872
0.095 9.975 0.433847 0.000310234
0.095 10.025 0.0309193 0.000145603
0.095 10.075 0.00839879 8.82241e-05
0.095 10.125 0.00723014 6.89757e-05
0.095 10.175 0.00654182 5.80038e-05
0.095 10.225 0.00605655 5.07283e-05
0.095 10.275 0.00562059 5.03181e-05
0.095 10.325 0.00532593 4.98192e-05
0.095 10.375 0.00501002 4.64175e-05
0.095 10.425 0.00472091 4.54531e-05
0.095 10.475 0.00456438 4.64306e-05
0.095 10.525 0.00428687 4.53276e-05
0.095 10.575 0.00411261 4.58045e-05
0.095 10.625 0.00392294 4.61547e-05
0.095 10.675 0.00369523 3.905e-05
0.095 10.725 0.00353136 3.8707e-05
0.095 10.775 0.00338102 3.91935e-05
0.095 10.825 0.00323913 3.87494e-05
0.095 10.875 0.0030862 3.64094e-05
0.095 10.925 0.00298249 3.6166e-05
0.095 10.975 0.00281881 3.388e-05
0.095 11.025 0.00267935 3.20712e-05
0.095 11.075 0.00255911 3.31622e-05
0.095 11.125 0.00248402 3.06016e-05
0.095 11.175 0.00240266 3.05153e-05
0.095 11.225 0.00232096 2.93219e-05
0.095 11.275 0.00223146 3.05988e-05
0.095 11.325 0.00212465 2.76604e-05
0.095 11.375 0.00204867 2.65824e-05
0.095 11.425 0.00197292 2.79708e-05
0.095 11.475 0.00183747 2.51205e-05
0.095 11.525 0.00179561 2.79277e-05
0.095 11.575 0.00169578 2.38084e-05
0.095 11.625 0.00164684 2.41887e-05
0.095 11.675 0.0016018 2.57609e-05
0.095 11.725 0.00151711 2.35448e-05
0.095 11.775 0.00146239 2.28206e-05
0.095 11.825 0.00140865 2.24494e-05
0.095 11.875 0.00131757 2.00713e-05
0.095 11.925 0.00129196 2.01665e-05
0.095 11.975 0.0012568 2.01478e-05
0.095 12.025 0.00123205 2.19658e-05
0.095 12.075 0.00118212 2.09641e-05
0.095 12.125 0.00115486 2.05697e-05
0.095 12.175 0.00113318 2.24185e-05
0.095 12.225 0.00108683 1.99672e-05
0.095 12.275 0.00103608 1.91785e-05
0.095 12.325 0.00103131 2.04488e-05
0.095 12.375 0.00098456 1.89306e-05
0.095 12.425 0.000952168 1.86791e-05
0.095 12.475 0.00092511 1.91329e-05
0.095 12.525 0.000882826 1.65638e-05
0.095 12.575 0.000848222 1.61992e-05
0.095 12.625 0.000833537 1.62826e-05
0.095 12.675 0.00080257 1.62953e-05
0.095 12.725 0.000768072 1.5902e-05
0.095 12.775 0.000752595 1.72733e-05
0.095 12.825 0.00072323 1.66635e-05
0.095 12.875 0.000706581 1.54113e-05
0.095 12.925 0.000680615 1.51247e-05
0.095 12.975 0.000668119 1.58669e-05
0.095 13.025 0.000645934 1.5979e-05
0.095 13.075 0.000621232 1.48096e-05
0.095 13.125 0.000599164 1.41216e-05
0.095 13.175 0.000594294 1.40768e-05
0.095 13.225 0.000581451 1.39526e-05
0.095 13.275 0.000552807 1.37207e-05
0.095 13.325 0.000528543 1.26497e-05
0.095 13.375 0.00051308 1.22697e-05
0.095 13.425 0.000506726 1.24396e-05
0.095 13.475 0.000496095 1.21403e-05
0.095 13.525 0.000474228 1.16014e-05
0.095 13.575 0.000475387 1.27484e-05
0.095 13.625 0.000465388 1.2168e-05
0.095 13.675 0.000448598 1.10583e-05
0.095 13.725 0.000438012 1.20843e-05
0.095 13.775 0.000420461 1.08645e-05
0.095 13.825 0.000425892 1.2406e-05
0.095 13.875 0.000407924 1.19795e-05
0.095 13.925 0.000404072 1.09394e-05
0.095 13.975 0.00038616 1.06378e-05
0.095 14.025 0.000368284 9.39159e-06
0.095 14.075 0.000374569 1.04749e-05
0.095 14.125 0.00036824 9.86664e-06
0.095 14.175 0.00036302 1.04854e-05
0.095 14.225 0.000351922 9.97756e-06
0.095 14.275 0.000336554 9.59766e-06
0.095 14.325 0.000344471 1.19098e-05
0.095 14.375 0.000322567 9.50571e-06
0.095 14.425 0.000318603 9.29847e-06
0.095 14.475 0.000327883 1.24681e-05
0.095 14.525 0.000313542 9.9326e-06
0.095 14.575 0.000304493 8.78445e-06
0.095 14.625 0.00029713 1.20905e-05
0.095 14.675 0.000287212 1.01229e-05
0.095 14.725 0.000294765 1.2947e-05
0.095 14.775 0.00028265 9.82681e-06
0.095 14.825 0.000280673 8.94372e-06
0.095 14.875 0.000277144 9.97749e-06
0.095 14.925 0.000269203 9.1455e-06
0.095 14.975 0.000257601 8.1679e-06
0.095 15.025 0.000248322 8.10994e-06
0.095 15.075 0.000252958 9.28585e-06
0.095 15.125 0.000246996 8.71295e-06
0.095 15.175 0.000244358 1.00669e-05
0.095 15.225 0.00023048 7.70278e-06
0.095 15.275 0.000238634 1.00127e-05
0.095 15.325 0.000230987 9.25526e-06
0.095 15.375 0.000220041 8.60709e-06
0.095 15.425 0.000212434 7.51435e-06
0.095 15.475 0.00020955 7.90268e-06
0.095 15.52

## d_let2_10.dat

      
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## d_let2_14.dat

      
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## d_leta_10.dat

      
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## d_leta_14.dat

      
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## d_letp_10.dat

      
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## d_letp_14.dat

      
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## d_yzmsh.dat

      
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## detect.dat

      
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## dlet2_cyl1.dat

      
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## dlet2_cyl2.dat

      
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## dlet2_cyl_r.dat

      
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## dleta_cyl1.dat

      
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              dleta_cyl1.dat
            
          
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## dleta_cyl2.dat

      
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              dleta_cyl2.dat
            
          
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## dleta_cyl_r.dat

      
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## dletp_cyl1.dat

      
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## dletp_cyl2.dat

      
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## dletp_cyl_r.dat

      
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## geo.dat

      
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## let.inp

      
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## let_distrib_l.out

      
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## let_distrib_lin_all.out

      
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## let_distrib_lin_small.out

      
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## mat.dat

      
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## t_let2_10.dat

      
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## t_let2_14.dat

      
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## t_leta_10.dat

      
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## t_leta_14.dat

      
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## t_letp_10.dat

      
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## t_letp_14.dat

      
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## tlet2_cyl1.dat

      
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              tlet2_cyl1.dat
            
          
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## tlet2_cyl2.dat

      
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              tlet2_cyl2.dat
            
          
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## tlet2_cyl_r.dat

      
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              tlet2_cyl_r.dat
            
          
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## tlet_distrib_l.out

      
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              tlet_distrib_l.out
            
          
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## tleta_cyl1.dat

      
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              tleta_cyl1.dat
            
          
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## tleta_cyl2.dat

      
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              tleta_cyl2.dat
            
          
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## tleta_cyl_r.dat

      
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              tleta_cyl_r.dat
            
          
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## tletp_cyl1.dat

      
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              tletp_cyl1.dat
            
          
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## tletp_cyl2.dat

      
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              tletp_cyl2.dat
            
          
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## tletp_cyl_r.dat

      
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              tletp_cyl_r.dat
            
          
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	RNDSEED 89736501 ! Random seed
	JPART0 2 ! Incident particle type (proton)
	TMAX0 150.0 0.0 ! Incident energy; (MeV/nucl)
	NSTAT 10000 -1 ! NSTAT, Step of saving
	BEAMSIGMA 2.0 -2.0 ! enable to get broad beam emitted from disc with 2mm radius
	STRAGG 2 ! Straggling: 0-Off 1-Gauss, 2-Vavilov
	MSCAT 2 ! Mult. scatt 0-Off 1-Gauss, 2-Moliere
	NUCRE 1 ! Nucl.Reac. switcher: 1-ON, 0-OFF
	DELTAE 0.005
	0.025 0.443723 7.86149e-05
	0.075 0.446187 7.76619e-05
	0.125 0.448397 8.25234e-05
	0.175 0.451088 8.75151e-05
	0.225 0.452218 9.07243e-05
	0.275 0.45395 8.74912e-05
	0.325 0.455592 8.52703e-05
	0.375 0.456471 8.77629e-05
	0.425 0.458425 8.73519e-05
	0.475 0.459402 8.90331e-05
	0.525 0.460258 8.85475e-05
	0.575 0.462153 8.88512e-05
	0.625 0.462727 9.22005e-05
	0.675 0.463904 8.4074e-05
	0.725 0.465245 8.89274e-05
	0.775 0.465514 9.11938e-05
	0.825 0.467326 8.92303e-05
	0.875 0.467975 9.25767e-05
	0.925 0.468696 8.99011e-05
	0.975 0.470208 8.89913e-05
	1.025 0.470714 9.42397e-05
	1.075 0.4719 8.96722e-05
	1.125 0.472657 8.85642e-05
	1.175 0.473054 8.3138e-05
	1.225 0.474765 8.57835e-05
	1.275 0.475041 8.33145e-05
	1.325 0.476026 8.88012e-05
	1.375 0.477016 8.75822e-05
	1.425 0.477151 8.56098e-05
	1.475 0.478988 8.83684e-05
	1.525 0.478966 9.0513e-05
	1.575 0.479823 8.85126e-05
	1.625 0.480761 9.19432e-05
	1.675 0.481044 8.88577e-05
	1.725 0.482567 8.80734e-05
	1.775 0.482662 9.28851e-05
	1.825 0.48369 9.10669e-05
	1.875 0.484333 9.22687e-05
	1.925 0.48456 9.08831e-05
	1.975 0.485972 8.71063e-05
	2.025 0.486056 8.68456e-05
	2.075 0.487299 8.50994e-05
	2.125 0.487714 9.10267e-05
	2.175 0.488129 9.31721e-05
	2.225 0.489183 9.16954e-05
	2.275 0.48935 9.15598e-05
	2.325 0.490651 9.1826e-05
	2.375 0.490812 9.14464e-05
	2.425 0.491552 9.1429e-05
	2.475 0.492269 9.40823e-05
	2.525 0.492615 9.30561e-05
	2.575 0.493727 9.01694e-05
	2.625 0.493692 9.42929e-05
	2.675 0.494995 9.74741e-05
	2.725 0.49508 9.53474e-05
	2.775 0.496008 9.11972e-05
	2.825 0.496492 9.21246e-05
	2.875 0.496958 8.8696e-05
	2.925 0.497983 9.64421e-05
	2.975 0.498154 9.398e-05
	3.025 0.499419 9.64362e-05
	3.075 0.499453 9.36247e-05
	3.125 0.500661 9.91513e-05
	3.175 0.50081 9.59346e-05
	3.225 0.501701 9.38017e-05
	3.275 0.502003 9.95071e-05
	3.325 0.502614 9.54063e-05
	3.375 0.503368 0.000101037
	3.425 0.503759 9.5414e-05
	3.475 0.504693 9.05892e-05
	3.525 0.504792 9.44606e-05
	3.575 0.50588 9.37288e-05
	3.625 0.506013 9.43172e-05
	3.675 0.507236 9.69691e-05
	3.725 0.507451 9.04431e-05
	3.775 0.50839 9.51064e-05
	3.825 0.508598 9.68167e-05
	3.875 0.509496 9.819e-05
	3.925 0.50985 9.64248e-05
	3.975 0.510652 9.62809e-05
	4.025 0.511215 9.79443e-05
	4.075 0.512065 9.50356e-05
	4.125 0.512586 0.00010437
	4.175 0.513119 9.58608e-05
	4.225 0.513794 9.36218e-05
	4.275 0.514256 9.57574e-05
	4.325 0.515201 9.26913e-05
	4.375 0.515665 9.79527e-05
	4.425 0.516395 9.00191e-05
	4.475 0.516956 9.54504e-05
	4.525 0.517787 9.44255e-05
	4.575 0.518391 9.55931e-05
	4.625 0.51888 9.72856e-05
	4.675 0.51951 9.25637e-05
	4.725 0.520155 9.42859e-05
	4.775 0.520904 9.81308e-05
	4.825 0.521675 9.43695e-05
	4.875 0.522355 9.34845e-05
	4.925 0.522969 9.41661e-05
	4.975 0.52372 9.30818e-05
	5.025 0.524407 9.69897e-05
	5.075 0.525083 9.63808e-05
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	5.325 0.528416 9.64046e-05
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	5.425 0.529797 8.92693e-05
	5.475 0.530664 9.53894e-05
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	5.825 0.535812 0.000105099
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	6.275 0.543065 0.00010077
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	6.425 0.545548 0.000102637
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	6.625 0.549026 9.41263e-05
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	6.825 0.552512 0.000101975
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	6.925 0.554208 0.000101834
	6.975 0.555182 0.000100555
	7.025 0.556139 0.000105515
	7.075 0.556972 0.000101829
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	7.225 0.559747 9.93317e-05
	7.275 0.560855 9.6653e-05
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	7.475 0.564743 0.00010461
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	7.925 0.574063 0.00010145
	7.975 0.575231 0.000100599
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	8.275 0.581998 0.000105481
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	8.425 0.585582 9.79352e-05
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	8.575 0.589303 9.71143e-05
	8.625 0.590518 0.000100938
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	8.825 0.595882 9.70417e-05
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	10.325 0.643405 0.000106733
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	10.475 0.649529 0.000106725
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	10.575 0.65338 0.000107231
	10.625 0.655554 0.000104836
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	10.725 0.659823 0.000109427
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	11.275 0.685445 0.000117697
	11.325 0.688114 0.000119656
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	11.425 0.693318 0.000116225
	11.475 0.69603 0.000111365
	11.525 0.698799 0.000109884
	11.575 0.701608 0.000112288
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	11.675 0.707451 0.000115238
	11.725 0.710479 0.000115323
	11.775 0.713552 0.000114693
	11.825 0.716655 0.000117059
	11.875 0.719825 0.000114776
	11.925 0.723017 0.000114832
	11.975 0.726356 0.000112573
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	12.175 0.740399 0.000115229
	12.225 0.744025 0.00011746
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	12.325 0.751621 0.00011832
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	12.425 0.759623 0.000124007
	12.475 0.763694 0.00012665
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	12.625 0.776793 0.000121803
	12.675 0.781273 0.000121727
	12.725 0.786024 0.000121148
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	12.825 0.795574 0.000124679
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	12.925 0.805866 0.000126089
	12.975 0.811158 0.000124561
	13.025 0.816571 0.000128547
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	13.125 0.827998 0.00013444
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	13.225 0.83985 0.000134344
	13.275 0.846119 0.000132392
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	13.475 0.873303 0.000131168
	13.525 0.880682 0.000135437
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	13.775 0.921807 0.000142547
	13.825 0.93094 0.000141428
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	13.925 0.950487 0.000140957
	13.975 0.960774 0.000145338
	14.025 0.971716 0.000144642
	14.075 0.98324 0.000140891
	14.125 0.995056 0.000146384
	14.175 1.00747 0.000150711
	14.225 1.02078 0.000152695
	14.275 1.03473 0.000154042
	14.325 1.04935 0.00015042
	14.375 1.065 0.000152976
	14.425 1.08127 0.000159838
	14.475 1.09886 0.000161441
	14.525 1.11751 0.000165628
	14.575 1.13738 0.000168751
	14.625 1.15899 0.00016588
	14.675 1.18189 0.000164228
	14.725 1.20676 0.000171226
	14.775 1.23391 0.000173812
	14.825 1.26343 0.000184141
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	14.925 1.33196 0.000185855
	14.975 1.37231 0.000197404
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	15.175 1.59659 0.000237383
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	15.425 2.11568 0.000329867
	15.475 2.22717 0.000361646
	15.525 2.30778 0.000369338
	15.575 2.33177 0.000384996
	15.625 2.27672 0.000382206
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	15.725 1.91418 0.000383592
	15.775 1.57136 0.000356778
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	15.875 0.879286 0.000281619
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	15.975 0.364886 0.00018935
	16.025 0.2069 0.000149634
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	16.125 0.0508939 6.9317e-05
	16.175 0.0219654 4.73328e-05
	16.225 0.00879805 2.85205e-05
	16.275 0.00343281 1.80872e-05
	16.325 0.00147912 1.30342e-05
	16.375 0.000825298 9.55561e-06
	16.425 0.000642266 8.34095e-06
	16.475 0.000578643 7.79313e-06
	16.525 0.000554016 8.05468e-06
	16.575 0.000553281 8.43644e-06
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	16.675 0.000543289 8.00859e-06
	16.725 0.000535641 7.28702e-06
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	16.825 0.000531425 8.10165e-06
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	16.975 0.000506663 7.23255e-06
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	17.325 0.000478713 7.12614e-06
	17.375 0.000472487 7.21742e-06
	17.425 0.00047153 7.41945e-06
	17.475 0.000463787 7.36336e-06
	17.525 0.000455495 7.0413e-06
	17.575 0.00045334 7.36456e-06
	17.625 0.000441983 7.02064e-06
	17.675 0.000442146 7.21222e-06
	17.725 0.000433299 7.3507e-06
	17.775 0.00042957 7.05072e-06
	17.825 0.000430765 7.16731e-06
	17.875 0.00042341 6.38735e-06
	17.925 0.000418723 7.10485e-06
	17.975 0.000420357 6.89081e-06
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	18.275 0.000380556 5.90655e-06
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	18.425 0.000375261 6.44576e-06
	18.475 0.00036427 6.05076e-06
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	18.575 0.000371392 6.97315e-06
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	18.725 0.00037392 6.63025e-06
	18.775 0.000351617 5.56759e-06
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	18.875 0.000349158 6.23105e-06
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	18.975 0.000339981 5.81518e-06
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	19.075 0.000344165 6.35361e-06
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	19.425 0.000315613 5.91181e-06
	19.475 0.000299743 5.7021e-06
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	19.975 0.000288097 5.56128e-06
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	0.055 0.636598 0.00193672
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	0.075 0.638324 0.00161926
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	0.105 0.642867 0.00146716
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	0.125 0.640143 0.00130312
	0.135 0.640904 0.00121465
	0.145 0.642208 0.00116808
	0.155 0.642398 0.0011208
	0.165 0.644264 0.00106803
	0.175 0.642429 0.00103057
	0.185 0.643808 0.00104558
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	0.205 0.64365 0.00104174
	0.215 0.64328 0.000942217
	0.225 0.642271 0.000979061
	0.235 0.64293 0.000915293
	0.245 0.644146 0.000868263
	0.255 0.642503 0.000874055
	0.265 0.642617 0.000922556
	0.275 0.642191 0.000861467
	0.285 0.642966 0.000926158
	0.295 0.644484 0.000814044
	0.305 0.641862 0.000835919
	0.315 0.64021 0.000783931
	0.325 0.64188 0.000842727
	0.335 0.642253 0.000756376
	0.345 0.642251 0.000778381
	0.355 0.642661 0.00078733
	0.365 0.642795 0.000802007
	0.375 0.643326 0.000742078
	0.385 0.642958 0.00077318
	0.395 0.642492 0.000737057
	0.405 0.642442 0.00072545
	0.415 0.642457 0.000728344
	0.425 0.642045 0.000686702
	0.435 0.642258 0.000699028
	0.445 0.642512 0.000674495
	0.455 0.641435 0.000674175
	0.465 0.642887 0.000682221
	0.475 0.640679 0.000679148
	0.485 0.642033 0.000664579
	0.495 0.641907 0.000634182
	0.505 0.642067 0.000626457
	0.515 0.641275 0.000658061
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	0.535 0.641447 0.000621187
	0.545 0.642486 0.000602044
	0.555 0.643002 0.000629515
	0.565 0.642008 0.000624611
	0.575 0.640696 0.000653464
	0.585 0.641435 0.00057485
	0.595 0.642249 0.000586555
	0.605 0.641862 0.000609601
	0.615 0.641508 0.000550954
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	0.635 0.640989 0.000554978
	0.645 0.640539 0.000550569
	0.655 0.640456 0.000566612
	0.665 0.640149 0.000567732
	0.675 0.640841 0.000561812
	0.685 0.64056 0.000544047
	0.695 0.640562 0.000553503
	0.705 0.640395 0.000532132
	0.715 0.64115 0.000556571
	0.725 0.640588 0.000559521
	0.735 0.640446 0.000537212
	0.745 0.640001 0.00051597
	0.755 0.640416 0.000515361
	0.765 0.639948 0.00051518
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	0.785 0.639614 0.00054043
	0.795 0.638821 0.000507815
	0.805 0.63939 0.000506287
	0.815 0.639399 0.000494701
	0.825 0.639979 0.000492477
	0.835 0.63924 0.000504015
	0.845 0.639168 0.000494996
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	0.865 0.638511 0.000481205
	0.875 0.638948 0.000494945
	0.885 0.638525 0.000496799
	0.895 0.638942 0.000503521
	0.905 0.638263 0.000486884
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	0.935 0.637216 0.000480819
	0.945 0.637172 0.000463785
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	0.975 0.637711 0.000464909
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	1.165 0.634658 0.000413966
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	1.705 0.591758 0.000326627
	1.715 0.588983 0.000361249
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	1.795 0.547033 0.000315418
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	1.815 0.532634 0.000299337
	1.825 0.524422 0.000316378
	1.835 0.515981 0.000331318
	1.845 0.50636 0.000305253
	1.855 0.496837 0.000313274
	1.865 0.486534 0.000295417
	1.875 0.475549 0.000290815
	1.885 0.464604 0.000300496
	1.895 0.453137 0.000289289
	1.905 0.440427 0.000299617
	1.915 0.428416 0.000277733
	1.925 0.415785 0.000286148
	1.935 0.402467 0.000279236
	1.945 0.389208 0.00025982
	1.955 0.375177 0.000250027
	1.965 0.361071 0.000239736
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	2.835 0.0272768 3.73022e-05
	2.845 0.026767 3.62268e-05
	2.855 0.0262438 3.6309e-05
	2.865 0.0257127 3.71667e-05
	2.875 0.0251946 3.57786e-05
	2.885 0.0246991 3.69123e-05
	2.895 0.0242121 3.75855e-05
	2.905 0.0237884 3.62867e-05
	2.915 0.0233624 3.5007e-05
	2.925 0.0230005 3.42591e-05
	2.935 0.0226189 3.35166e-05
	2.945 0.0222653 3.44419e-05
	2.955 0.0218666 3.33361e-05
	2.965 0.0215405 3.31173e-05
	2.975 0.0211841 3.28004e-05
	2.985 0.0208499 3.34994e-05
	2.995 0.0205211 3.22457e-05
	3.005 0.0201894 3.11048e-05
	3.015 0.0198923 3.02368e-05
	3.025 0.0195681 2.9124e-05
	3.035 0.019253 2.86554e-05
	3.045 0.0189829 2.88365e-05
	3.055 0.0186876 2.71708e-05
	3.065 0.0184177 2.85601e-05
	3.075 0.0181439 2.78453e-05
	3.085 0.0178903 2.71372e-05
	3.095 0.0176319 2.81934e-05
	3.105 0.0173659 2.82821e-05
	3.115 0.0171165 2.86948e-05
	3.125 0.0169074 2.60711e-05
	3.135 0.0166535 2.51659e-05
	3.145 0.0164132 2.58927e-05
	3.155 0.0161746 2.49617e-05
	3.165 0.0159427 2.49671e-05
	3.175 0.0157133 2.45608e-05
	3.185 0.0155022 2.48376e-05
	3.195 0.0152708 2.36772e-05
	3.205 0.0150746 2.4492e-05
	3.215 0.0148552 2.42156e-05
	3.225 0.0146463 2.37468e-05
	3.235 0.0144927 2.34629e-05
	3.245 0.0142772 2.29906e-05
	3.255 0.0140743 2.27641e-05
	3.265 0.0138648 2.27368e-05
	3.275 0.0136852 2.3448e-05
	3.285 0.0134936 2.37911e-05
	3.295 0.0132996 2.34317e-05
	3.305 0.0131347 2.28976e-05
	3.315 0.0129523 2.21541e-05
	3.325 0.0127889 2.23339e-05
	3.335 0.0126109 2.27255e-05
	3.345 0.0124481 2.2843e-05
	3.355 0.0122695 2.26679e-05
	3.365 0.0120954 2.22403e-05
	3.375 0.0119137 2.13356e-05
	3.385 0.0117708 2.1145e-05
	3.395 0.0115863 2.18326e-05
	3.405 0.0114294 2.13601e-05
	3.415 0.0112912 2.10127e-05
	3.425 0.0111637 2.06199e-05
	3.435 0.0110198 2.08819e-05
	3.445 0.0108749 2.06729e-05
	3.455 0.0107238 1.85777e-05
	3.465 0.0105849 1.88252e-05
	3.475 0.0104428 1.94827e-05
	3.485 0.0103053 2.00402e-05
	3.495 0.0101542 2.05518e-05
	3.505 0.010017 1.97436e-05
	3.515 0.00991041 1.87553e-05
	3.525 0.0097881 1.80966e-05
	3.535 0.00966989 1.78586e-05
	3.545 0.00953759 1.78461e-05
	3.555 0.00940472 1.78843e-05
	3.565 0.00928352 1.76117e-05
	3.575 0.00916023 1.73952e-05
	3.585 0.00904895 1.78452e-05
	3.595 0.00893535 1.6774e-05
	3.605 0.00879683 1.7572e-05
	3.615 0.00869664 1.72749e-05
	3.625 0.00858416 1.66011e-05
	3.635 0.00847809 1.56226e-05
	3.645 0.00836372 1.61566e-05
	3.655 0.00823916 1.60899e-05
	3.665 0.00812742 1.50219e-05
	3.675 0.00803136 1.5442e-05
	3.685 0.00793362 1.55214e-05
	3.695 0.00784905 1.58885e-05
	3.705 0.00772919 1.56309e-05
	3.715 0.00762611 1.57923e-05
	3.725 0.0075275 1.6118e-05
	3.735 0.00743816 1.59424e-05
	3.745 0.00733986 1.61518e-05
	3.755 0.00726574 1.58633e-05
	3.765 0.00716282 1.53595e-05
	3.775 0.00705364 1.51743e-05
	3.785 0.00694369 1.47614e-05
	3.795 0.00685215 1.47102e-05
	3.805 0.00676655 1.51259e-05
	3.815 0.00668564 1.52132e-05
	3.825 0.00658516 1.50047e-05
	3.835 0.00652091 1.4796e-05
	3.845 0.00643651 1.52392e-05
	3.855 0.00635883 1.42339e-05
	3.865 0.00626915 1.29941e-05
	3.875 0.00618793 1.31248e-05
	3.885 0.00610783 1.40847e-05
	3.895 0.00603261 1.3581e-05
	3.905 0.00594032 1.32933e-05
	3.915 0.00586249 1.33082e-05
	3.925 0.00579376 1.33686e-05
	3.935 0.00573509 1.365e-05
	3.945 0.00564767 1.30884e-05
	3.955 0.00557628 1.31003e-05
	3.965 0.00550991 1.33331e-05
	3.975 0.0054268 1.35976e-05
	3.985 0.00537138 1.35281e-05
	3.995 0.00529792 1.28784e-05
	2.50E-02 6.2450E+02 1.151E+03 2.3193E+03 2.8720E+03 3.2922E+03 3.6037E+03 3.8821E+03 4.1215E+03 4.2951E+03 4.4513E+03 4.5914E+03 4.7537E+03 4.9110E+03 5.0697E+03 5.2616E+03 5.4129E+03 5.6171E+03 5.7158E+03
	3.00E-02 6.6710E+02 1.257E+03 2.5198E+03 3.1439E+03 3.6315E+03 4.0035E+03 4.3278E+03 4.6063E+03 4.8107E+03 4.9910E+03 5.1553E+03 5.3178E+03 5.4856E+03 5.6529E+03 5.8538E+03 6.0193E+03 6.2307E+03 6.3394E+03
	4.00E-02 7.3240E+02 1.440E+03 2.8539E+03 3.6102E+03 4.2226E+03 4.7125E+03 5.1314E+03 5.4945E+03 5.7678E+03 6.0040E+03 6.2244E+03 6.3962E+03 6.5852E+03 6.7700E+03 6.9867E+03 7.1761E+03 7.3984E+03 7.5204E+03
	5.00E-02 7.7680E+02 1.593E+03 3.1164E+03 3.9967E+03 4.7242E+03 5.3248E+03 5.8371E+03 6.2868E+03 6.6342E+03 6.9338E+03 7.2203E+03 7.4137E+03 7.6302E+03 7.8376E+03 8.0740E+03 8.2871E+03 8.5209E+03 8.6525E+03
	6.00E-02 8.0500E+02 1.723E+03 3.3203E+03 4.3169E+03 5.1543E+03 5.8601E+03 6.4632E+03 6.9978E+03 7.4196E+03 7.7852E+03 8.1435E+03 8.3663E+03 8.6193E+03 8.8564E+03 9.1192E+03 9.3600E+03 9.6097E+03 9.7528E+03
	7.00E-02 8.2050E+02 1.833E+03 3.4756E+03 4.5788E+03 5.5219E+03 6.3287E+03 7.0210E+03 7.6391E+03 8.1343E+03 8.5662E+03 8.9982E+03 9.2554E+03 9.5510E+03 9.8229E+03 1.0117E+04 1.0390E+04 1.0661E+04 1.0820E+04
	8.00E-02 8.2600E+02 1.925E+03 3.5914E+03 4.7897E+03 5.8323E+03 6.7363E+03 7.5168E+03 8.2175E+03 8.7858E+03 9.2840E+03 9.7906E+03 1.0085E+04 1.0426E+04 1.0736E+04 1.1065E+04 1.1373E+04 1.1669E+04 1.1849E+04
	9.00E-02 8.2390E+02 2.004E+03 3.6755E+03 4.9568E+03 6.0911E+03 7.0875E+03 7.9545E+03 8.7372E+03 9.3786E+03 9.9435E+03 1.0526E+04 1.0859E+04 1.1248E+04 1.1597E+04 1.1964E+04 1.2308E+04 1.2632E+04 1.2836E+04
	1.00E-01 8.1610E+02 2.069E+03 3.7347E+03 5.0872E+03 6.3043E+03 7.3872E+03 8.3378E+03 9.2010E+03 9.9152E+03 1.0547E+04 1.1206E+04 1.1581E+04 1.2018E+04 1.2409E+04 1.2815E+04 1.3196E+04 1.3551E+04 1.3780E+04
	1.50E-01 7.3710E+02 2.245E+03 3.8125E+03 5.3870E+03 6.8888E+03 8.2986E+03 9.5943E+03 1.0808E+04 1.1857E+04 1.2813E+04 1.3848E+04 1.4455E+04 1.5152E+04 1.5773E+04 1.6396E+04 1.6986E+04 1.7518E+04 1.7904E+04
	2.00E-01 6.6130E+02 2.260E+03 3.7349E+03 5.4028E+03 7.0451E+03 8.6350E+03 1.0145E+04 1.1596E+04 1.2890E+04 1.4099E+04 1.5453E+04 1.6279E+04 1.7230E+04 1.8090E+04 1.8945E+04 1.9762E+04 2.0497E+04 2.1070E+04
	2.50E-01 6.0060E+02 2.193E+03 3.6134E+03 5.3185E+03 7.0309E+03 8.7189E+03 1.0356E+04 1.1955E+04 1.3408E+04 1.4791E+04 1.6384E+04 1.7373E+04 1.8531E+04 1.9594E+04 2.0657E+04 2.1683E+04 2.2615E+04 2.3375E+04
	3.00E-01 5.5040E+02 2.083E+03 3.4818E+03 5.1971E+03 6.9445E+03 8.6879E+03 1.0402E+04 1.2096E+04 1.3652E+04 1.5151E+04 1.6916E+04 1.8018E+04 1.9330E+04 2.0549E+04 2.1779E+04 2.2976E+04 2.4076E+04 2.4999E+04
	4.00E-01 4.7190E+02 1.839E+03 3.2258E+03 4.9243E+03 6.6925E+03 8.4850E+03 1.0278E+04 1.2077E+04 1.3749E+04 1.5382E+04 1.7369E+04 1.8598E+04 2.0110E+04 2.1535E+04 2.2993E+04 2.4431E+04 2.5769E+04 2.6928E+04
	5.00E-01 4.1320E+02 1.625E+03 2.9949E+03 4.6549E+03 6.4129E+03 8.2162E+03 1.0041E+04 1.1890E+04 1.3620E+04 1.5321E+04 1.7442E+04 1.8727E+04 2.0354E+04 2.1900E+04 2.3502E+04 2.5091E+04 2.6580E+04 2.7889E+04
	6.00E-01 3.6800E+02 1.452E+03 2.7909E+03 4.4036E+03 6.1372E+03 7.9331E+03 9.7677E+03 1.1639E+04 1.3398E+04 1.5136E+04 1.7344E+04 1.8654E+04 2.0352E+04 2.1975E+04 2.3672E+04 2.5363E+04 2.6953E+04 2.8361E+04
	7.00E-01 3.3250E+02 1.315E+03 2.6110E+03 4.1732E+03 5.8747E+03 7.6534E+03 9.4845E+03 1.1364E+04 1.3136E+04 1.4895E+04 1.7160E+04 1.8479E+04 2.0224E+04 2.1896E+04 2.3659E+04 2.5421E+04 2.7082E+04 2.8559E+04
	8.00E-01 3.0390E+02 1.204E+03 2.4517E+03 3.9629E+03 5.6283E+03 7.3839E+03 9.2035E+03 1.1081E+04 1.2857E+04 1.4626E+04 1.6930E+04 1.8250E+04 2.0024E+04 2.1730E+04 2.3540E+04 2.5354E+04 2.7066E+04 2.8592E+04
	9.00E-01 2.8050E+02 1.112E+03 2.3103E+03 3.7710E+03 5.3983E+03 7.1272E+03 8.9301E+03 1.0799E+04 1.2573E+04 1.4345E+04 1.6675E+04 1.7990E+04 1.9785E+04 2.1513E+04 2.3356E+04 2.5208E+04 2.6958E+04 2.8521E+04
	1.00E+00 2.6080E+02 1.035E+03 2.1841E+03 3.5957E+03 5.1841E+03 6.8840E+03 8.6668E+03 1.0523E+04 1.2291E+04 1.4061E+04 1.6407E+04 1.7716E+04 1.9521E+04 2.1265E+04 2.3132E+04 2.5013E+04 2.6791E+04 2.8381E+04
	1.50E+00 1.9570E+02 7.777E+02 1.7151E+03 2.9117E+03 4.3121E+03 5.8573E+03 7.5173E+03 9.2787E+03 1.0982E+04 1.2705E+04 1.5045E+04 1.6313E+04 1.8120E+04 1.9878E+04 2.1792E+04 2.3734E+04 2.5579E+04 2.7228E+04
	2.00E+00 1.5860E+02 6.306E+02 1.4139E+03 2.4439E+03 3.6826E+03 5.0814E+03 6.6126E+03 8.2615E+03 9.8800E+03 1.1530E+04 1.3799E+04 1.5026E+04 1.6795E+04 1.8525E+04 2.0425E+04 2.2366E+04 2.4214E+04 2.5869E+04
	2.50E+00 1.3440E+02 5.344E+02 1.2053E+03 2.1062E+03 3.2109E+03 4.4808E+03 5.8919E+03 7.4307E+03 8.9601E+03 1.0532E+04 1.2706E+04 1.3895E+04 1.5611E+04 1.7298E+04 1.9162E+04 2.1074E+04 2.2901E+04 2.4541E+04
	3.00E+00 1.1720E+02 4.659E+02 1.0525E+03 1.8518E+03 2.8459E+03 4.0044E+03 5.3080E+03 6.7431E+03 8.1871E+03 9.6823E+03 1.1753E+04 1.2907E+04 1.4565E+04 1.6202E+04 1.8020E+04 1.9891E+04 2.1685E+04 2.3299E+04
	4.00E+00 9.4040E+01 3.739E+02 8.4417E+02 1.4956E+03 2.3203E+03 3.3005E+03 4.4226E+03 5.6787E+03 6.9687E+03 8.3208E+03 1.0187E+04 1.1277E+04 1.2819E+04 1.4354E+04 1.6066E+04 1.7840E+04 1.9553E+04 2.1103E+04
	5.00E+00 7.9110E+01 3.146E+02 7.0862E+02 1.2587E+03 1.9619E+03 2.8080E+03 3.7883E+03 4.8981E+03 6.0574E+03 7.2846E+03 8.9672E+03 9.9981E+03 1.1431E+04 1.2867E+04 1.4472E+04 1.6146E+04 1.7771E+04 1.9255E+04
	6.00E+00 6.8580E+01 2.727E+02 6.1317E+02 1.0901E+03 1.7028E+03 2.4458E+03 3.3138E+03 4.3045E+03 5.3535E+03 6.4735E+03 7.9956E+03 8.9727E+03 1.0305E+04 1.1651E+04 1.3155E+04 1.4731E+04 1.6271E+04 1.7686E+04
	7.00E+00 6.0710E+01 2.414E+02 5.4214E+02 9.6393E+02 1.5072E+03 2.1691E+03 2.9467E+03 3.8393E+03 4.7954E+03 5.8234E+03 7.2072E+03 8.1344E+03 9.3772E+03 1.0640E+04 1.2051E+04 1.3536E+04 1.4996E+04 1.6346E+04
	8.00E+00 5.4600E+01 2.171E+02 4.8708E+02 8.6589E+02 1.3543E+03 1.9511E+03 2.6550E+03 3.4663E+03 4.3434E+03 5.2919E+03 6.5562E+03 7.4376E+03 8.6003E+03 9.7876E+03 1.1114E+04 1.2516E+04 1.3900E+04 1.5190E+04
	9.00E+00 4.9690E+01 1.976E+02 4.4305E+02 7.8742E+02 1.2315E+03 1.7751E+03 2.4179E+03 3.1610E+03 3.9704E+03 4.8502E+03 6.0112E+03 6.8507E+03 7.9413E+03 9.0607E+03 1.0311E+04 1.1636E+04 1.2949E+04 1.4183E+04
	1.00E+01 4.5670E+01 1.816E+02 4.0697E+02 7.2313E+02 1.1307E+03 1.6302E+03 2.2217E+03 2.9069E+03 3.6580E+03 4.4779E+03 5.5493E+03 6.3500E+03 7.3761E+03 8.4341E+03 9.6149E+03 1.0869E+04 1.2118E+04 1.3300E+04
	1.50E+01 3.2920E+01 1.309E+02 2.9312E+02 5.2053E+02 8.1305E+02 1.1714E+03 1.5965E+03 2.0903E+03 2.6420E+03 3.2520E+03 4.0154E+03 4.6625E+03 5.4500E+03 6.2756E+03 7.1917E+03 8.1727E+03 9.1688E+03 1.0137E+04
	2.00E+01 2.6070E+01 1.037E+02 2.3208E+02 4.1214E+02 6.4344E+02 9.2630E+02 1.2614E+03 1.6501E+03 2.0878E+03 2.5745E+03 3.1635E+03 3.7049E+03 4.3420E+03 5.0169E+03 5.7614E+03 6.5617E+03 7.3850E+03 8.2021E+03
	2.50E+01 2.1750E+01 8.649E+01 1.9364E+02 3.4394E+02 5.3693E+02 7.7269E+02 1.0516E+03 1.3745E+03 1.7393E+03 2.1460E+03 2.6262E+03 3.0916E+03 3.6272E+03 4.1981E+03 4.8249E+03 5.4997E+03 6.2003E+03 6.9062E+03
	3.00E+01 1.8760E+01 7.461E+01 1.6706E+02 2.9680E+02 4.6337E+02 6.6676E+02 9.0715E+02 1.1851E+03 1.4994E+03 1.8503E+03 2.2573E+03 2.6660E+03 3.1290E+03 3.6247E+03 4.1667E+03 4.7505E+03 5.3604E+03 5.9819E+03
	4.00E+01 1.4880E+01 5.917E+01 1.3252E+02 2.3550E+02 3.6777E+02 5.2925E+02 7.1995E+02 9.4004E+02 1.1892E+03 1.4675E+03 1.7832E+03 2.1135E+03 2.4808E+03 2.8758E+03 3.3050E+03 3.7671E+03 4.2535E+03 4.7570E+03
	5.00E+01 1.2450E+01 4.952E+01 1.1092E+02 1.9717E+02 3.0797E+02 4.4328E+02 6.0305E+02 7.8733E+02 9.9601E+02 1.2291E+03 1.4904E+03 1.7695E+03 2.0767E+03 2.4078E+03 2.7661E+03 3.1514E+03 3.5588E+03 3.9841E+03
	6.00E+01 1.0780E+01 4.289E+01 9.6080E+01 1.7081E+02 2.6684E+02 3.8415E+02 5.2268E+02 6.8244E+02 8.6336E+02 1.0654E+03 1.2907E+03 1.5336E+03 1.7997E+03 2.0868E+03 2.3966E+03 2.7293E+03 3.0821E+03 3.4523E+03
	7.00E+01 9.5590E+00 3.803E+01 8.5220E+01 1.5152E+02 2.3674E+02 3.4086E+02 4.6384E+02 6.0568E+02 7.6632E+02 9.4575E+02 1.1451E+03 1.3613E+03 1.5975E+03 1.8523E+03 2.1269E+03 2.4215E+03 2.7343E+03 3.0636E+03
	8.00E+01 8.6250E+00 3.432E+01 7.6915E+01 1.3676E+02 2.1371E+02 3.0773E+02 4.1882E+02 5.4694E+02 6.9207E+02 8.5419E+02 1.0339E+03 1.2296E+03 1.4429E+03 1.6731E+03 1.9215E+03 2.1866E+03 2.4689E+03 2.7668E+03
	9.00E+01 7.8880E+00 3.139E+01 7.0350E+01 1.2510E+02 1.9550E+02 2.8154E+02 3.8320E+02 5.0048E+02 6.3334E+02 7.8178E+02 9.4615E+02 1.1255E+03 1.3207E+03 1.5315E+03 1.7603E+03 2.0012E+03 2.2595E+03 2.5324E+03
	1.00E+02 7.2890E+00 2.901E+01 6.5026E+01 1.1564E+02 1.8072E+02 2.6028E+02 3.5431E+02 4.6278E+02 5.8568E+02 7.2301E+02 8.7498E+02 1.0410E+03 1.2216E+03 1.4167E+03 1.6263E+03 1.8509E+03 2.0898E+03 2.3425E+03
	1.50E+02 5.4450E+00 2.168E+01 4.8615E+01 8.6471E+01 1.3517E+02 1.9473E+02 2.6515E+02 3.4643E+02 4.3857E+02 5.4158E+02 6.5548E+02 7.8020E+02 9.1581E+02 1.0623E+03 1.2197E+03 1.3881E+03 1.5673E+03 1.7573E+03
	2.00E+02 4.4920E+00 1.789E+01 4.0137E+01 7.1399E+01 1.1163E+02 1.6083E+02 2.1903E+02 2.8622E+02 3.6242E+02 4.4763E+02 5.4186E+02 6.4511E+02 7.5739E+02 8.7870E+02 1.0091E+03 1.1485E+03 1.2970E+03 1.4546E+03
	2.50E+02 3.9110E+00 1.558E+01 3.4964E+01 6.2202E+01 9.7256E+01 1.4014E+02 1.9087E+02 2.4945E+02 3.1590E+02 3.9022E+02 4.7243E+02 5.6252E+02 6.6053E+02 7.6644E+02 8.8027E+02 1.0020E+03 1.1318E+03 1.2694E+03
	3.00E+02 3.5200E+00 1.410E+01 3.1490E+01 5.6023E+01 8.7601E+01 1.2624E+02 1.7194E+02 2.2474E+02 2.8462E+02 3.5162E+02 4.2574E+02 5.0698E+02 5.9537E+02 6.9091E+02 7.9361E+02 9.0348E+02 1.0205E+03 1.1448E+03
	4.00E+02 3.0320E+00 1.210E+01 2.7148E+01 4.8303E+01 7.5535E+01 1.0886E+02 1.4829E+02 1.9384E+02 2.4552E+02 3.0335E+02 3.6734E+02 4.3749E+02 5.1383E+02 5.9637E+02 6.8512E+02 7.8008E+02 8.8128E+02 9.8872E+02
	5.00E+02 2.7430E+00 1.100E+01 2.4579E+01 4.3734E+01 6.8395E+01 9.8575E+01 1.3429E+02 1.7555E+02 2.2237E+02 2.7477E+02 3.3275E+02 3.9634E+02 4.6554E+02 5.4036E+02 6.2083E+02 7.0695E+02 7.9874E+02 8.9620E+02
	6.00E+02 2.5560E+00 1.020E+01 2.2911E+01 4.0767E+01 6.3757E+01 9.1894E+01 1.2519E+02 1.6367E+02 2.0733E+02 2.5619E+02 3.1027E+02 3.6958E+02 4.3413E+02 5.0394E+02 5.7902E+02 6.5938E+02 7.4504E+02 8.3601E+02
	7.00E+02 2.4260E+00 9.700E+00 2.1761E+01 3.8723E+01 6.0561E+01 8.7290E+01 1.1892E+02 1.5547E+02 1.9696E+02 2.4339E+02 2.9478E+02 3.5114E+02 4.1248E+02 4.7883E+02 5.5019E+02 6.2657E+02 7.0800E+02 7.9448E+02
	8.00E+02 2.3330E+00 9.330E+00 2.0937E+01 3.7256E+01 5.8268E+01 8.3986E+01 1.1442E+02 1.4959E+02 1.8951E+02 2.3419E+02 2.8364E+02 3.3789E+02 3.9693E+02 4.6078E+02 5.2947E+02 6.0299E+02 6.8138E+02 7.6464E+02
	9.00E+02 2.2640E+00 9.040E+00 2.0327E+01 3.6172E+01 5.6574E+01 8.1545E+01 1.1110E+02 1.4525E+02 1.8401E+02 2.2740E+02 2.7542E+02 3.2810E+02 3.8544E+02 4.4746E+02 5.1417E+02 5.8558E+02 6.6172E+02 7.4259E+02
	1.00E+03 2.2110E+00 8.810E+00 1.9862E+01 3.5345E+01 5.5280E+01 7.9682E+01 1.0856E+02 1.4194E+02 1.7981E+02 2.2222E+02 2.6915E+02 3.2063E+02 3.7667E+02 4.3728E+02 5.0248E+02 5.7229E+02 6.4671E+02 7.2575E+02