{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "01-00",
   "metadata": {},
   "source": [
    "# Quickstart: look at a pattern, then fit it with Le Bail\n",
    "\n",
    "*Written by Claude Code, Anthropic's coding agent, for the rietx project.*\n",
    "\n",
    "We read a laboratory powder pattern, look at it, and fit its cell and peak shapes.\n",
    "The fit uses no atomic positions.\n",
    "By the end you can read a fit's summary in the order the package intends, and say whether a cell from it is worth quoting.\n",
    "\n",
    "**You need** Python 3.11 or later and rietx 1.7 or later, which the next cell installs.\n",
    "You should be comfortable running a Jupyter cell.\n",
    "You do not need to have refined anything before.\n",
    "\n",
    "**The data** is fluorapatite, Ca₅(PO₄)₃F, measured on a Bragg-Brentano diffractometer with a copper tube.\n",
    "It is the `LabData` example from the GSAS-II tutorials and ships with rietx.\n",
    "Its provenance and licence are in the repository's `tests/data/README.md`.\n",
    "\n",
    "**Runtime** is under a minute on a laptop."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "01-01",
   "metadata": {},
   "outputs": [],
   "source": [
    "%pip install rietx"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "01-02",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PatternData of 5753 points, 15–130.04° 2θ, median step 0.02°\n",
       "  intensity: <5753 floats 0…19693>\n",
       "  sigma: None\n",
       "  excluded_regions: none\n",
       "  metadata: {source_file: 'FAP.XRA', format: 'gsas-std'}"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "import rietx as rx\n",
    "from rietx.examples import examples_dir\n",
    "\n",
    "data = rx.read_pattern(examples_dir() / \"FAP.XRA\")\n",
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01-03",
   "metadata": {},
   "source": [
    "A pattern prints as its size and range.\n",
    "`sigma: None` means the file carries no uncertainty column.\n",
    "The fit will weight each point by the square root of its counts instead.\n",
    "\n",
    "## Look before fitting\n",
    "\n",
    "Plot the pattern before any model touches it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "01-04",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/html": [
       "<div><img class=\"rx-fig-light only-light\" width=\"672\" style=\"max-width:100%;height:auto\" alt=\"\" src=\"data:image/png;base64,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\"><img class=\"rx-fig-dark only-dark\" width=\"672\" style=\"max-width:100%;height:auto;display:none\" alt=\"\" src=\"data:image/png;base64,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\"><style>body[data-jp-theme-light=\"false\"] .rx-fig-light, body.vscode-dark .rx-fig-light, body.vscode-high-contrast:not(.vscode-high-contrast-light) .rx-fig-light, html[theme=\"dark\"] .rx-fig-light {display:none !important} body[data-jp-theme-light=\"false\"] .rx-fig-dark, body.vscode-dark .rx-fig-dark, body.vscode-high-contrast:not(.vscode-high-contrast-light) .rx-fig-dark, html[theme=\"dark\"] .rx-fig-dark {display:inline !important}</style></div>"
      ],
      "text/plain": [
       "<_NotebookFigure size 2280x1320 with 1 Axes>"
      ]
     },
     "execution_count": 2,
     "metadata": {
      "image/png": {
       "width": 672
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01-05",
   "metadata": {},
   "source": [
    "The peaks are sharp and the background is low and smooth.\n",
    "Nothing in the scan looks like a second phase or a broad hump from an amorphous component, so a single-phase model is a fair start.\n",
    "\n",
    "`rx.diagnose` measures a few things about the data that decide how it can be fitted.\n",
    "We print four of its fields.\n",
    "Its peak counts (`n_peaks`, `peak_fraction`, `peak_density_per_deg`) are estimates and are not quoted here."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "01-06",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "steps across a peak's FWHM: 4.6\n",
      "signal over background:     146\n",
      "contaminating lines:        none\n",
      "dead channels:              none\n"
     ]
    }
   ],
   "source": [
    "diag = rx.diagnose(data)\n",
    "print(f\"steps across a peak's FWHM: {diag.steps_per_fwhm:.1f}\")\n",
    "print(f\"signal over background:     {diag.signal_to_background:.0f}\")\n",
    "print(f\"contaminating lines:        {diag.contamination or 'none'}\")\n",
    "print(f\"dead channels:              {diag.dead_channels or 'none'}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01-07",
   "metadata": {},
   "source": [
    "The step count matters most.\n",
    "The refinement guidelines (McCusker et al., 1999) ask for at least five measured points across each peak's full width at half maximum.\n",
    "This scan has fewer, so the integrated intensities are less well measured than they could be.\n",
    "No refinement choice recovers that, and the fit will say so again.\n",
    "\n",
    "## Build a model and check it against the data\n",
    "\n",
    "A Le Bail fit needs a cell, a space group and an instrument.\n",
    "The cell and space group come from a CIF of fluorapatite shipped beside the pattern.\n",
    "The CIF has atoms too, which a Le Bail fit ignores.\n",
    "The instrument is a Bragg-Brentano diffractometer with a copper Kα doublet."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "01-08",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABWYAAANnCAMAAACF4nEqAAADAFBMVEX////+/v79/f38/Pz7+/v6+vr5+fn4+Pj39/f29vb19fX09PTz8/Py8vLx8fHw8PDv7+/u7u7t7e3s7Ozr6+vq6urp6eno6Ojn5+fm5ubl5eXk5OTj4+Pi4uLh4eHg4ODf39/e3t7d3d3c3Nzb29va2trZ2dnY2NjX19fW1tbV1dXU1NTT09PS0tLR0dHQ0NDPz8/Ozs7Nzc3MzMzLy8vKysrJycnIyMjHx8fGxsbFxcXExMTDw8PCwsLBwcHAwMC/v7++vr69vb28vLy7u7u6urq5ubm4uLi3t7e2tra1tbW0tLSzs7OysrKxsbGwsLCvr6+urq6tra2srKyrq6uqqqqpqamoqKinp6empqalpaWkpKSjo6OioqKhoaGgoKCfn5+enp6dnZ2cnJybm5uampqZmZmYmJiXl5eWlpaVlZWUlJSTk5OSkpKRkZGQkJCPj4+Ojo6NjY2MjIyLi4uKioqJiYmIiIiHh4eGhoaFhYWEhISDg4OCgoKBgYGAgIB/f39+fn59fX18fHx7e3t6enp5eXl4eHh3d3d2dnZ1dXV0dHRzc3NycnJxcXFwcHBvb29ubm5tbW1sbGxra2tqamppaWloaGhnZ2dmZmZlZWVkZGRjY2NiYmJhYWFgYGBfX19eXl5dXV1cXFxbW1taWlpZWVlYWFhXV1dWVlZVVVVUVFRTU1NSUlJRUVFQUFBPT09OTk5NTU1MTExLS0tKSkpJSUlISEhHR0dGRkZFRUVERERDQ0NCQkJBQUFAQEA/Pz8+Pj49PT08PDw7Ozs6Ojo5OTk4ODg3Nzc2NjY1NTU0NDQzMzMyMjIxMTEwMDAvLy8uLi4tLS0sLCwrKysqKiopKSkoKCgnJycmJiYlJSUkJCQjIyMiIiIhISEgICAfHx8eHh4dHR0cHBwbGxsaGhoZGRkYGBgXFxcWFhYVFRUUFBQTExMSEhIREREQEBAPDw8ODg4NDQ0MDAwLCwsKCgoJCQkICAgHBwcGBgYFBQUEBAQDAwMCAgIBAQEAAADuruGUAABQsElEQVR42u3dB2AUZd7H8QlkQQJIEUSRKIIoInAWUDwLKHbJmVdUFPXsvRyevSOHnnp6ds+QgKLYGxpAz4qeQVCSYKEoJgThsfeKtP/7TN3ZzW4Skpkkk/1+vGNnJ7PZ7Mzsb555yoxhAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMhQeTHz31geawIAQklZVaBzNlagyFkACIMO2IKY9Q/rAs1Zdq9e2awFRDZni4pIWTR3vUR6sRYQ1ZwtUqqIlAUxCxCzIGYBKg0AYhagCQzELGDQoQsgZsHwBICYBQBiFgBAzAIAMQsAxCwAgJgFAGIWAIhZAAAxCwDELACAmAUAYhYAiFkAADELAMQsABCzAABiFgCIWQAgZgEAxCwAELMAQMyyFgCAmAUAYhYAQMyiRcmLmf/G8lgTIGaBUFJWFeicjRUochbELBAGHbAFMesf1gWIWSCknC0qImVBzALh5WyRUkWkLIhZgJgFMQtQaQAQswBNYCBmAYMOXQAxC4YnAMQsABCzAABiFgCIWQAgZgEAxCwAELMAQMwCAIhZACBmAQDELAAQswBAzAIAiFkAIGYBgJgFABCzAEDMAgAxCwAgZgGAmAUAYhYAQMwCADELACBmAYCYBQBiFgBAzAIAMQsAxCwAgJgFAGIWAIhZAAAxCwDELACAmAUAYhYAiFkAADELAMQsABCzAABiFgCIWQAgZgEAxCwAELMAQMwSswBAzAIAMQsAEZKz7S7DBm1KzAJACLY5/5kVYvm15Jb92xCzABCgDue8Kwm+/c9gYhYAAtLlhh+sbF371eKS1xZ8+oudtK/uRcwCQABiF5kh++1j43Zv68zpc8ztC8ygnbktMQsADTZD5I/HD8hOmrv11cv0/AHELAA01Nyfbto81fxWR5TKMGIWABrqtO7pfpJ1VD9iFgAMhicAAIhZACBmAaBRDL7gytEbEbMAELAbi4o2MR/vMLvMVuxAzAJAoHJFqszHk+wxYJ92JGYBIEhnitylH7Iq5aNzr9Tjba8iZgEgSPeKnKEfhskfOgDPEFlMzAJAkJ4SOUw/XCnF+t8Oq2T9xsQsAARotsge+uFZOd98ViGyPTELAMHG7EgrX3czn5WK7ELMAkCAnhQ51TB6yJoc85m+PFdvYhYAAnS1yAzDOEvmmU+6rJNvsohZoJq8mPlvLI81gQ03WHeWve+Sn+RS88lRIg8ZxCxQLWVVgc7ZWIEiZ1EPT1jDEr7uYk6/areHEbNAIh2wBTHrH9YFNlyHZ3TKfmbdAGy4yMsGMQukzNmiIlIW9dV31HD7dmAHjxvXzyBmgVQ5W6RUESkLgwshAsQsmps9Ro3qnO4ZMQtQaYAGmyv+GywmPiNmAZrAQMwCBh26EKGYnSeyKzELMDwBocXsEpEBtb1is/79+6b8Qc/+cR2JWQCoHrNbr635Qoi9j735pS/Fud9CNY9J3NHELACMu137XOSx2213PvqtSFlNr7jPCVFiFgDqVpCtbnStMft9DTFbscRxCDELANVjdn1pjSlrXPbwxQf06F9DzG5j0AQGAK7Be2oLRU7f07b7oDrd1paYBYB69zQgZgEgYMMOOqgTMQsAzUiNMRvbcou2xCwAhBWz8/4QWbfguk2JWQDo3qtXrzb2Q4I2DYlZx49jkuLVMZSYBWBkVHeuYSl6dQ1rUMx+W/G91TNsbMJPfL+emAVAzNY3Zq+4YJBZL9t34u8iv2xGzALIcDc89dRT/eyHBP3qHbOeIT+JXE+lAQAYwTaBxV2c5toINIEBQCAx20+3ghGzABBazG6iu3URswAQWszuKvIVMQsAca3ad3C1CiBmp4i8TMwCgK3dGS99vb7+Hbq26N+/mzXR3p2Tdan+NWcRswBg6fdR3fvNtjFv83WwiDIf+9jzpotMtCYKP/nPyaN2G7j3BeX6tyxtQ8wCgKntUh2Kv77zimf7mguycZ8kxWyR72df9TeIWQAwnaRDcXyOUefWr/Qxe1v8JgzP9zSIWQCwPCzyaJ0X3nqJz3/teXcvWfI3e2rL4++ZPueDOU9esq3BFboAwDFb5PBGezNiFkDmmSWyJzELAKG5QySPmAWA0OwucgsxCwDheVy+34KYBYDQbPyaLNqRmAWAkIyf9thqWV/+xDRXX2IWAIxg71WzYTepIWYBgJgFgOZiq/5JNiJmASCqiFkAIGYBgJgFABCzAGA58aokWxCzAGDQoQsAiFliFgAMY49RjryTH10rr40a1ZmYBYCQ7PWL3G3QBAYAoTlH5EhiFgBC0+4PmU/MAkB4Fop0JWYBIDTlIoOJWQAIS/ZPIv2JWSCNvJj5byyPNYF6+5vI71wIEUiXsqpA52ysQJGz2BCdurk23/3udSKPG8QskJoO2IKY9Q9FaBj1HgX21dbELFBDzhYVNXbKUoRuYTE7b3uDmAXS52yRUkWxDChCI0i3zHA9+8AVuxlcCBFoXjHbJEVoGFxvFsiYSoOmyXYQs0DmNIERsyBmYdChi0oDELNAVPtW0QQGYhagQxeIWYAiNIhZAAAxCwDELAAQswAAYhYAiFkAADELAMQsABCzANAy3Dt79uwBxCwAGCHeSmEYMQsAxCwARNLYiy66aHNiFgAMmsAAAMQsABCzAEDMAkDUdfxrwUvvvPn05X8iZgEgeLHxP4vj9f7ELAAErMObEvfbAcQsAATrKZ2upacN2nzrgwtW65zdhpgFgCDtoVP2llb29JDvRJ4gZgEgSHeIzPGeHCPyeztiFgAC9KLIqd6T7B9FtiNmASBAr4oMjz9bIDKImAWAAD0ocmD82RKRLsQsAAToeJHx3pNua+Udg5gFgADlVMhXm7pP7hY5gpgFgEDt+LW8P9Ca2uhmkZsNYhYAAjFmnONfa2T97Bsvuuqhb0RKxo3bjJgFACOgG9Kkwk1qAICYBYDm78DjUutGzAKAwWW9ASAqsloRswBghFlFO8wgZgEgLP8jZgEgTE+L7EXMAs1VXsz8N5bHmoiwCSJjiVmguaasKogZeTkFKo+oja4BIo8Ts0AzFStQBflqvg7bmBm1iKbbZd0hxCzQfHN2Sqman2PmbYzVEdWteLes/mcfYhZopt/QIqVKVVERKRtdz1ZVrdFDbH9cXuXYiZgFmlnMTpmiVBEpa7SYSxtwTQOgeVUa6JJsKTEbZS9+k2QXYhZoVk1gsZz5qnQKlQYgZgEjnA5dOmrnq3yawEDMAiENT9BRm5Nn0KELxCzASDAQswBAzAJAy9PqgH9Mm/Giqz8xCwCBGlFBv1kACM/+axmeAADhabNS5Nkd5osctP24r+WNrbtlE7MAEKAjRSrbOreq6fOlvJ1NExgABOkekfHeHcH+KnIJMQsAQZolcpgVs3voJ21XyRJiFgCMYG+5uKdhvCEy0nz2oUg3YhYAAlQssr/17zHms/dEBhKzABCgIpHjzDvVyHX6SdZ3xCwABOtqkYsM4xiR8izDOERkbUdiFgACNEJkumF0/Elk8m7Hfi3yqkHMAkCA2v4uP+urrP3dGQO2ejdiFgACNeq44zrph4nWmNvv8w1iFgBC0ffvd95+SheDmAUAg+vNAgCIWQAgZgGAmAUM7n8IELPInJRVBTpnuZs3iFkgJDpgC2LWP6wLELNASDlbVETKgpgFQquZjRUpNZOUBTELhFUza8asymddgJgFwqkxKJykSpWaRHEWxCwQSs4WKp2yOmqpnAUxC4QiX9cYFMXo0AViFgirODvTjFmGJ6Du/nz7kcQsQHcuhOdMuY+YBRicgKBtd6Jrqrx+4om7B/ire++44wBiFgZDbZHxZdgEARVotznlzjd/0L+uipgFF44BMbtyum2BLJs+/cxgfut9TmoTswAyXr9SKeoSeN2sFbNfELMAYBitL/r18yODjtkLJ5+3d6f+xCwAmPq8JM/1CqGnATELAI4Tvvnx7CxiFgBC0/0Reet2YhYAwnNwlRCzABCiDtfeN5aYBYAISRmzvRxDiVkACCNmfSPOiFkAGWfTXUaM2n/37bKJWQAIXNfTX/jWyb/VH9y0C5UGABCk1pf/kHgNmRn9aAIDgMDkzLKy9Y+l89+c+75dqP1ub2IWAIIySefqJxcNamU/2+T/nlkn8u3mxCwABGMHnbL3tPHP2UsXaQuIWQAIxj9EXs9KnJWvqw1aE7OAwbW9EYRnRI5NmpX1VYNzkJgFd6oBHG+IDE+et0Bkp3r/wrY7arpA/Jn5uD0xC4P7LoLSbLCl2f7+vmGfELPgLuIwqJsNtm6WmEXG5GyRUkWkLIy69DS4OxZgT4PeC3yeJ2ZBzCLjFZqFzgsHev1mn9b9Zr/rGeY7ErOg0gAZpf1/rdP7VR+/++bb731jTf+wj0HMAjSBISjZ1/yUeE2D//Y3iFnAoEMXgtPtrP9+50Tsmg9v2TXstyNmwfAEZKLNhu476sA9+jfG+Q8xCwDELAAQswAAYhYGlbFAde06dGhFzAJ0LUBo5ooMI2YBg46yIGYBhn2BmCVmwUUMAGIWIGYRmg6dq3uXmAWoNECAJddUiFmAJjAQs4BBhy5EImb/WJVkPTELMDwBQXlOJJ8mMAAIzXUi1xKzABCaw0WeIWYBIDR9RCqIWQAITdZPsn7jpHlvrFq1KzELAME48swzuxpcCBEADK43a9DPBgb9voDGj1l6jYNRDECoMcsYSBiMyQVCrTTgih7gCjNAuE1gXJ8OXC8RzdbEP6X7SfurBhGzAPsjGmru+qd3SzW/yxVfhjZEIYxKgynmSRptu6DSAM1Pob7o4fyzeiTOzN7/wd9EvuwTnSYwNSmnQBVOom0XNIGh+TnsIx206+bf89cBnbP00422OOiaGd/rWav+3cmITIcuHbAFOYWKHRsGHbrQDLU+abFzKe+136jfnclf78k1ojQ8wTxNm0LKguEJaKayDnr8t4RbJ5Re0DVqg21pdADQvLU75MaXqtbohP3m3aJTc43oXdOAmAXlZEShVNuuQysjmpeOoW0XGRCF1PqiKfvN0raLDGgAYz9HE8YsR3kYmdCdi7M2NGGlAXVWyIjBCbRBgMt6A6FGITELYhYIMwqpNAAxC4QZhTSBgZgFQo1CmnpBzALhRiFNvSBmAaIQxCwAELMAAGIWADbI7UfHiFkACM9c+ezazYhZAAgvZkVWP/pnYhYAwrHDXeb9v6TspI2IWQAIRbsTSsyg/ebGrYhZAAipSHvHd+aNF58dScwCQDg2Ov5/ZpF20dkdiFkACMf2t32jg/bHO3YgZgEgHCNXWncRf+tQYhYAAtd13EIzYytX63+eaU/MAkCg9p72u47XNU+OMHrcsU5kMjELAMHZ5O+LzYKsGt/TenqsztuOxCwABGTEI6vMkJ19ZLY75zORHYlZAAjEKR+ZGfvTPQN8894RGUbMAgaXCocR0DUNPkjqLTs3UjHLjogMufENu3pkY3b148OT53Xq1i07MjHLzehgZMZtHNnVI+uYzYxoX2+WWyujBZ/k+29Kzq6OJqs08O+IQAu7u22sSKmiGLt6tD2/cuVO6Z5FpAnMvyMCzeYkP/i9m13diGwT2DAj/MYvYhaZkrOBFjgTfx+7ekuJ2d2oNACayUE/sXTMrt4yYrY8rIEJNIGBmDUaVtfLrt4yYjb7B5HciMUsvVzQgisN/D0X2NWjaKv+2gKRMf1tA4ZP1feqMaJWaUCfbbTgJjB29RYwAKya27h7AsC5FUKM2Ze5SQ1AgRNBGT9N+1rkxWm2qfdcPNTglosAEGJPA4OYBZpnqZWCcnTdNH36tsQs0NzrYKn2BTELgx4FLewtQcwCLad/rMFwRxCzQFNfSYMrGkTPLTNmzNjOfkiwHTELELMwAuo1OyxF59lhxCxApQGIWYAmMDR7+oZf5h2/zIcE2QYxCxh06IJBExjA8ASAmAUAYhYAGkfr46c++Y/exCwABOyF+e920w9tXjW7GfxyCDELGFQJI0g7iLxvPl5td+f6eYvoxCy7HOjggCi4WOSfZlh9Iy/ueegKkdsjE7PscjDorosomCRyin44UH7saBj5IisiE7PscmDwGSJhusih+uGfMs3ciD+LdI9MpQG7HLiUAqLgfyJ/1g8vWGVa4yORgdFpAmOXAzGLCHhN5AD98LkMNp+Vi+xEzAJUGiBA00TON4y+8pu15ZRITyoNAJrAEKALRN5pZUyQV8wnPUU+NWgCAww6dCE4W60RKXlknZxqPjlT5A46dAEMT0CgbrSGJSxpqyez3pd1/RmeAACBanXN97L+td7m5LEiUw0G2wJAwLJ7dbYnBo0Y0ZWYBQCDCyECAIhZACBmAYMWWTSCzU7/z1MvvOjqT8wC9C9EkNr8ew03EAcMRssgNI+IELMAY78RmuE6Wd8dvWVnT2tiFuBKRgjQXfomNRsZNIEBxCxC8pLIaQYxC1BpACO8683uTcwCNIEhNA+K7EfMAgYduhCWsSIXELMAwxMQmo0+lg+ziVkACM1O38uk1kakY5ZyBIBmbO/8S1fL4iuPynd1qe0VXQdtm5PyB9sMi9ukEWOWWjEAzdlc2aBRYK3P/1Avs/al/VP87DHfbzm6EWOWNl6AE8OWE7Mbv+UudmPziVl6LAKcGDZnJ16VZIsaFm71sk7Q3z9Yul4/jEsVs+VzHfs1ahMY429AgZATwxbieB2vt3YyjL6zRX7rmSJmtzGapKcBMQsKhJwYthAfi9xrTbRbKHJbs4lZ9g1QIKTE0kLsqMuwTheCw0VWZjWTmOVMBxQIidlmL2u7EX+pvSeXcZnI085k6x9F/tRMYpZ6e5BUHCOauT7/+dbuYnDKY4+NrGnBh0XOd6dfEDk2Rcx2GbxDd4YngJilxgN+x/7i9uTqs0o+rmn9zhc5yJ2+Q+Qf1WN2kdkHoeqO3gy2BZUGBu13cBy2TuTj21ZYHWb15bqOrGHRZSKD3OlLRO5J22/296RL2PZyDCVm0cL7aEW7QMiJYTjafy5yV7Y5SkHH7AiRmTUs+7VIX3f6XJGp1WP2t4rSKitoz0j4iW/cAjGLFl3Go0CI6v4qUtbKMN62YrbtKvm5hst1/SCypTt9ushjST/+20m55kO3i3Tz2O+5xCwyso8WBUJU84DIuYYbs8ZSkd7pl/1MZDt3epxIUbrlBugmtX9RaQCqWwGTHj67TzxmdSPXzumX/UhkV3f62hTjEzzn6/s4GjSBgc4DgPa6fS+wOXbMLhLZNv2yr4iMcafvF/l72gX7iPxEzIKYBUxPihzjxWyr30Q6GTXdbNy7MNd7IgenXXATfa1EYhYZWmmQFzPrZ/U/1M/CdoVIoX4osWJ2D5GFRo1XjlngTG6+XtZtmnbBP4t8ScwiMy9TkKeK7eWL6W0A2yCRX7d2Y/YZkRtqWLbLGu9u4/8UeTP9go+KvEDMwsjIi27pBeerSYX6HxrN4HhOZMkOVsxmXaUjd7Oaln1Cj2ToYU4MXy3yV3vetsOG2dHZ3b2UTLbOYDmFmEWGXkJW52yp0v+LXMqanzMvZn5O6jsC1lOJrJv9pcgT+uKGbnamsZ1OV3XJyEPv+EPkg1b2vOkiE62Joq8e/ftxB+75l+s+0b8n9d1yiVlkSotZBNvMzFJ7nlkOz2N0ReC2X+yNHVh7Xi3Lnuwt+l1/IzlmfYMQPu1tELMgZiNXB50zSanCHC4eE7z2l35qZeOaGbvUuuzY7+0cfc+7uIEXs9evc0N2zYNdDWIWGdxkFs1KA7NHxRSlpjAUIxz9/nLisfttXJclu5w+7bUX7hsVrxO4ae5c5wIGnfOuf2DW/2YVnt7TaOwrdDHAEc0prKLaBGYWw6dMoY9wtIUVs1yuA0YzquKMbIcuYjYke+f7b5uQ+CwyMcvViNGsGuwjOjyBSoOw2FdATP0sMjHLtT0AmsCI2ZCbwBh0DtChKxoxO893DS5iFsi4YRgMTwg/ZpeIDKDSAADCitm+62R9R5rAACAYF96tfSHy5N22e5/UYw/mG3ToAoDACrLV5UcxZhmeAIPL2CAaMbtu3mFGJGMW4KKMaI52GKZ9qK9ZOMw2dPv2hkHMAkZLucQ4mmNPA2IW4C67CNjQ/ep2yRhiFuD2jzAy9tIxADELELMAlQaZK3vvv0287XbXVsQsQBMYAnX65wmduoYRs4BBhy4E6IakvrPELMDwBARp8Hp9s9orDxjm6UDMAkCAbtK3od3UoAkMAELygsgFBjELzkab4dpkm7QQs0VGELOgbaUZrk22SUvxqMg+kYxZDvQGPYVa+Npkm7QUZ4mcEcWY5UBPv/eWvzbZJi1Ep6/kzSjGLAd6RnFmwNpkm7QQB62RS6JYacCBnpglZhENW/U/d7UUjx7c37VRVJrA2AOpNDCabV8CKg1g1HALhWHRjFlaxKiFaUZ9CWgCQ4uI2cQDPS1itCk2p8MSHbrgN35akr6RbALjuN/gU2DzP+sfvtMBnNAzPAFG9K83m3ygpxarwaszT00qVHmUnWgcADGb5kDPTt/Qk4OcSUoV5nBGkOkxSxGamKVsEd4p8BSlpnBGkOm9AKgQJmbp+hLmYWrKFA5V9WwcaDlFQJo5iFn2DWK2ORb6WlIRkBJLkK5+IKW+kYxZznSoNGjKKswWdZin/s0IscdspG9SQ709TWAUAYlZYpbrzdKhi34HHDEyyxHnptSDmM3UU2BzeAJnBJkeszRzGDSBARQB6dAFYhZc4YDhCSBmAYqAIGYBioB8HBCzQMuLVgrnxCxAyS7Ueg96GxCzfNVBtasRaisefWeJWb7qoBNBuH3SGAlGzPJVB11iQx1hQcwSsxn5VZ85xfyqU2/AAK9G+JxUGhCzGflVn6kvnxWj3oCYbYRSe56+gFBxTk6xvpwQexsxm0lfdX2VwtIc6g2oNAi/YipPFev/9HWEzAdylpjNpK/6lFJVOoWUpV7cCLuZVf+/uJN5VcxOxexvxGyGfdVzSq16A9DLI+ROg1zjnZjN2K+6WW8wk92ePsvcsQjEbEhfdbPeYGbIxQtGQYCYJWapIgwzZxkFAW4MR8xSRRhqBDIKAtwYjpjN5NrBPKsPY7gn9PRKBzeGI2YpyNITH9wYDsRshM/liVmAmGUcEpUGAIjZqBYyaQKjcxyIWWKWAU9UqAONE7OZVVRwzuXzQ//QlMACW2+cGSDqMZtZRQX3G6smUT6KTsmVem5EPGYzq6jgfIsLVWgfOl4aozwb2O7Y4JoetgWattIgs4oKzvctP6wPHS+NUaMY3O7Y0JhlW6Cpm8AysoNnWB86XhozLzVqXTycy+ZvUGkzxZZpcEmA2l0Qsy2pw0E8EmLF1sXDcyhDbVBps/qWCSAk0wQ1dQmg0iCSgwfiMWFdPJxrhtQh1HxBmmLLBHHKn/KwSl0CaAKL5uCB+BfavHh4GTfDqUuoeeGacssEUOhMGbPUJYAOXZHs8O6rNNAXDy/jZjh1CzU3BkPaMmnOXhrrTI7KCYYnVN8FWv5eEdonTGgCK8ixbqLL3lp7qHmlzVC2TNqEb5x2CSoniFn2itA6dOVYN9Etpjhba6iFXKxMu0c3TsxSOUHMsleENTzBav3K4c7RtYda6HtcmjJyY1UaMIyNmM3MvaIRKkY4K6jrbtVEa6rxyhNcfJiYzcS9olG+2LR81DXUmmZNNV66E7PEbCbuFVSMNLMjW5MEbThvWv23UmlAzGZmpYHZ3cr8jJQ1m0WotaAKluofhWM6MZupJb18ZZbYqTnl7CL0j0IlPTGbqU03DIVthu1jxTktoDa7+skglfTEbGY23ejvgs7Z0pBTlu/XBrUHzGwZB3gavIhZcsA9swt/jBZni3Xf08xsemBSi+hpTMwSs5mcA76xA2b9mf42qHxqHJtF5yn9k1lKTZ6kZkV+3Bz9CohZblFjf9XzzI9dFPb1s/jG1XFPM+/PpteUur8s8leB4NhKzGZ0DiR8ARrn28D5Y932tDxVOEkVmqcXIVzTrHFrxqgpImYzOwf8X/XG+TYQs3VcFdbZxZQFSpUHfobR2LlHuycxm9k54P+0eTHz+6D/yaPSoFk0DFl15SF0suMsHlQaNNlXPfxSDl/whMJqLVXh5t0mKh8I4e5pHOxAE1hT1Q+G/+GppvNXvRbkFKoaVnZM/3ShvVweVTegQ1cLaQMOv5RDNZ23ptUkXUrVIZpX/0WIWTA8IXp9NwP/+hGrRn2v1KM3Tr51y8X8PGrIkQkXQsyUkUhBxyyVBA0oUNZ4iGrI8Stza8iPnDdvVGO/Z+95864hZhFiKYcmr7QJal2yINYkx6+aXtyyTz9OUmpMY7/nNkrdTsxyjhtmKHJ6mibnGnj3yYZsqpo67rXw0w9itjnEbIaf44bx8WlsSR2S89WkQv1PQazRj181buUWfvpBzDaHmM30c9wQCvPEbMo+s8WqtIEdYuu9YmveyVv26Qcx2ywqDTjHpU27UU4aYjOti6E14IhW/+NXzdukkTqbNE31HDHbTIYnpNnJWmSlbfgfiiawsC7tW+/jV22tb43T2aSJqueI2WYQs+n3wBZZadsIH4oOXWmG2Tb0RhX1PX7l5Zuvm5L+usKN1NmkkY6/3c6Y+tKb028YnhCz3c99bPaLd+3nLdTqgJufe3P2UwXn9vfmHHjT9Ddfvv+kDoavH1jXkx98ee5pW86dNzX+yhfn/a99yldof7p+xptPX9MvU2M2bRmuhvbfFlkqS/Whgi7gVv99mT5gwTzymLddU6MbsjvV8/jlu7zipHRVs8U5VnE7L9x6o0apTTrlY2V7tmc8ZvddaM+b1tFJjv8q13n2nJ1fd56/f0D8ZcPfM+dcZLyoVF/3949QqjD1K4xWE1ZaM5afmZkxm34Hran9t0XWMaa4FV6wpc8UkZrx5Vszw0Yrs8qgQSuhfpdT029ph2zRpNQ7c54qto+9xcFtoNTVEI3QNnqpl5+qdHM3L6+rcOc9b7179qvxpS60FhrpLaE+PTjpZRcbJyt1mfsG9yi1f+pXGDd6cy7PwJi1ztgKcvJTliTM9t8padp/W2SLebUPFWypPVWkUlsbrzJoUJG+Pscra++fZV0oPN0L83LM8qx5+7HAyrNNFbN76fLkvJMHbbPvvXriKTcvV6o3xg7od/Ajei1cYM7aW6ll143o12fooZe88ndzxpaLlZr/t936bH+UXlOLunkve+mYgbm5nYyuy9S7rew36FihFmSnfsW++te/fvSAfqOe1K/MuJjNs7/jZSr1Tm62/+pNn2r3r+FHLWnAZ6Cl9pSRmuF9D3QZ1KwymNXgi8hu+PEqXi9b455cU2EjUpUGzyo1Y2Nr6mj9kf/s5KV6vJ017yqdiObUCUqd6r6ijfnPnUo9ZDdOtv63WXx1XnZftrOQvm7aXvbUWKWuSfOK55R6ZCNr1gSVcTGbZ+3cY1Ifzmtsgg1632u2VzwNtJCR8ruUyT1praTLN4Muv8H1JrVffCbVtRc7ldvXsK1hA5iHgeCuJd5kTWBb6IrRLZ3pu5X6l5OXFZvas1q/oqwN8Beljva/rONy9eHGznS7D9RrzssWtncXOECpO70c3z71K/R7f9LNnpM9O9Ni1mnjKk91SXrzC6DnpbmNaADDdiJyxdNgQzDVb8vcmNX7mF7nRTPtFqgGnxjlW8XSOsd1zLqmYqVOWWvLx2q8mnhZUHfGsQ4sRiy/8Tt0HabUg+70UH0K7+Tlfe68U5Qarx86LVRLztom/rKRSt3sPZmkVra3X3aLNy/7PbXUytzeSr2Y5hX6ve9255yZaTHrdlg0Kw0S68bsL8B8s9IsZZLaAf2AmcEtpdog9eVMAz6XSxGpmVtpYDfzT6mpBWqDbGipU6/5B3TKlnWq+Rq2Zil5kXWfxwB29bRXcwz/jkhnOZWv1mdaoT52YvYsX/Ra3QR2N7sQLHzmmhF2rcBp+klJyZw5c95+e+5c3VNhK/tlp8Z/8Xin8+1FSp2c5hVnK3W6u/iwjKs0iNll2TKz2qAsJ77x7S+AXcrISXfhIrPwMCsWyvU/m80VTwPtz5OyViKDm8Ds4uSiGlugwmpKs1LNrpedUvM+HFBPiFo3d+jl2UuUOsl7ohupWtt5OdaIDxt4zJpof+KjH5krpux489nFKtEO1UY1DLAb1LLeVlVd07ziEt8L+mdeE1jMLstO1sVZdUOhmjxJ72+xvDy7ULdY1XgMNwsPZWMKzSVbRtCmKGoG2Z8nda1EpnboMnPObOYvr60FKoyOYfpkzew6MNrc7WfVkst59jarUDOCKHGnP3kJ/Xh7nlJnu9NZVarSKc2e4s4brL/t3s/7HHnXUqWutF+WYGD1wWMvqZW5uhSst6P7RsmvOF+pE92ld86wmHUaeed00nuRtbfrCoLJxeotpYo7FasXKp0vQPr9xdxLzWgO47YhzeSKp3Z/ntEzzPJsLC+M+7Bk5vAE+/hlDUsIqN4zYZhDjScfbo2YtfvWXl8RL3Q0vP64pmblsGuPjvaaqqyS6zwnZm9y5x3hr1LVNpurPt3CMPSZ7uW5Pm2qx+ypVnWE7lRgj0VI8YpjlLre93dkUsyah+liVVamZugNP/oBZbYF6FvaVamyUv2wqJYvgHUmbb5oUTg3wWs2VzzVfSr0MJnCnIaWaK3C25QpKcpOmRe01rqYr2ZMtnayWlqgNuiXLjR3SHNT5ufVYeRX3QoJeUH1hqhlZK97NhXSnqBP1he1j1cgFDgxW97GmTfVV4FguUypwwxja7ePrZH2Ughdq1SJ0e4j9Z5dm5viFbpeodTdwo9kVMyaB+n5auZM/Y8qyo9Zu90ypVbo0yP9v2W1fQGsHrfWiypfqGW/jsL33loZRTNSNfhZRaSZk80f1f9gUsM3LMR7XDXnS3IVqIq6J12dqw066SJq5dj0NVn6lERvar2hF6s61Msmnva9kFPQwF3A16/CSN0VfUostAqkrBKvf8AOetUf7naAvcqed6Du77WZfhw7wn3B7UodqR/0X3Wa90v2HpPqijP6cDl0tN1RwUj5iqw5uoRrP/9LJvWbtfprFatFZfqUuMA6TE+x6w1UpZO3tX0B7NKZ9aKo19Amroy8FPXXy81jTv17CdvfsElHlaW6DFWYd2xtnpWy+sNOyu+0KOhdJ88bbaBmFqX+rVZdRc4ka4NuSKVw3crJdQjZWenrKewmvMKc0Kpnj9dvXbidbuIaqz/L3Jgbs+pW3RWgyzn6K3+XOesaNWOsmRy9r1ppV8TurR8nDzd32y2Ofl5dkSpmD9L1DY/ZrWNG6lfo3mLqZt1rt+u45S05Zs0T07xYfr55SpKfb27zIv21X2R97XVjhPUlL0uouK71C5DwonT7dQQaYvTKmOFfGSk6IFgf8oF6Fmb0O5jrZkaRfYKQ4voQhWYDeTBnzs39OpN6Zb+ly5wz1AYVJzeoXmZBmh3SaXRb6NRVmOWJul4UrC7l5Br7NOSNNkvQdkk2Tb8KqxZuUgCjjtMXZx82331xmRl0VUPds/+HzO5bC1bofxdsYsestrTUOtWwex6MMydXflD6ifmYMmZj76uPV6iXvOfVX9H6eeW+z0MtLGZPsrri5edbsVo8eoLSZw0TRxebn1d/50uVs80Tq6sqnTJt7TUBCXVc1n6t28/yx+fo/2Jmlpv7iq8nrpXz5vP8/OZRFWkFrNniN7PUrol2VkaavsXmKinuVGB1xahLnuhjmvn//AlWg6J+jyVuVMdS9fco1y3e+Xrd5YXad7IJL+OrV0RBfr65IhY6+15Z4JkS31he0E4wt5e9Hd4yGzPn68YH62StUpUW1XV4TR3KyTXtYsWjrU88U9VUhLa6nFidJPP1mZX1Vwe9G7Sb7H5ZFw+PV7Je4swrt6972HeqV9J6rqu91DFLvVkP9Ul5mVpzBK2/K221VxhdX3CePzggYjG75e47d6spZr/QJ0ijJ9o7h7mZF3q1AhVmrpj7WrnTxuVrfDWPa3pXrEO7lu9U2Ka/PzPVUv3fDF0+06E+Xu8vE/ItE6ycnzFDTdB/0Oi82IRCZaWQmcdmHlmlyny3xG1ntDnf6bFt7XTW4uZ/9jN32orv8dauW33H9Jfifb/H+drpo02F+bWrSFgZKdrGysxrZeiVZnXFMD+U+cb6t+bp/gfmQSX+Z+spnSf2Mc36v14r5n/K6biRsiBjHatKR1sLjjaTf4LzSSN8T0xvVetNn5OXrze7LsLOsnq22rVSlcEPI3RGzVTGg9aMtrfc7VDlbQe7W43ee+vYrJlUTrY6PjrFhfHpb4aQp99av4f1bat0e/OkbVY2X2JWAS+yv0fmfhb42eH+U81LIc6+vKu/LWvkY/orUHpNZ3ehgTfMNZP4kcNbuXO6XlBcZa7IGwenuRr4QDMzNvHNSH6FXkNn6lG2K/57QlakLoQYu2KZaHPy08fso94RpcLdu6w2Lt2TYIUzIz5oxjrsFnqxM79OVYXOiFy775f+jVbrmdWIVm7t10vdaLczfqET9Qut/d7ck+wvgDLzV/cjUxPtEvdEc76Zx/oLqvNYZ7P+qfVlKbEmrH+sl5idz+z4njGx0EwoJ9VdE/yleJ1e1s5b7P5FVeb+v8Irw6ceQeS0js1UbleMCvO7a/0taqL+SYn57vE/2/zfTOfzVrhr3/lql09JWXhzRiOZ/RxWeGlQouy4dQ4K+fZxyDrumKcLzlFmvPkH51l1xva3PuFUwc3g+JmE+f/EZxt+Vdz4pH8x77fmWX9dvrfJ7P3AWr+z7LVgrwx9zMoJ9gKDCZ2v3Av+KXuPtrfDCi/rxnidxOtRTraPtnqL58cm6D0v38gfXWxtgfx87xhePDo//6j5+rNPWWh/28qcd66pdsjuJOm0QpeGUw3XqUeb+JMOublm54NW3TsmLpSzeeekl7Xqslnb5Jf54yY3d/OaXmGXpnuYXRFiubldo5KyXUvFcXfamP3AitVl8VatBeVOVrg1Awl3ufNOonVs1PlQmrBfV9o7c4X7ZVrh7uC+2gi9o1n7nVtp4bxGL1mp4iVuZ6LC/YKW6p9X2cVsq8OZ9cyZtpYtdcuNSRbGf2eVebEbvwrvaFN9ZaRqNvnUOUxZ9dFlZfZpr/XWZV6BPj7b/6v1qk//DbPruCu8QF7hTtsfxzkQlVjHIf3t1d/opfrZJPsoozfVRL1YoXnWMjE/3/7XOtzExo9WkybEzCf2oahQTdDT4/O98wrnqBSz63kSD066/GkuHPPPsU9B8q0EMV87wZvyn61YB9Fi+3BR5a55fSrgrPwFTsrO6mQN/Aj6zDipJqvSKVP4N8ii+rRlJZSTraNtpb1VzM1/g5m8YyY620n59mNrt1yu4vtEjc3KbifJFf5quMSCg3OSU/NJTKZfKT4wrd/UAfvD2+Vr9MPlaSsN7ANoeblKLUWPV//peL326/gO9cCDKr6Duzm/QNlBoh70fRPsPXaFG1bL3I4O3jek1IlEe7EK79mKeDG93C1NJ/OV4itUUitfZc0rI6lt3OparOLHLethmVc68/5sZ/aCaqs9zTfMuVJUmbfuKn1FsfhHqrJre+IHsir3wLFcqVnVjy4lVoVzib0erTkvWA9u/ZF3ACqx6nlKEl++NH7WodwjmPmk2H6979TEO0OxD3cP+Arx3ua3Dk3xdd/Afht17jaVUKaIH1yL69M5L6E8scy3u5ZaTyvi542+fct3XC+vQ81uvJOkf7UnMI+2xfosyjmAJp282Uk83jwm5uVwJ6QGO0Vk/XX66pA9XxBZtWWamP0wcQuVL4jvdcuC67CYtF97UZY23e2FHoj/XeXV08n/tyZlT6W/oc5XTF9Q7QsVT/dyb+GyNDlcy8pIqvSz/j7nL014siBVvNqN2uk7bviue5r455UnfCSrtmel1XbjO+KUu1vT/tbb/1b46yr8NUYV8WcqIQ+TDlBW+bPCP7fCOVuuiJ+A+KeSDg7VjmLOVjZXkJ6/cErDeiFv2A6ZsB2q6ltXkVyecHbXMlVuXn7GeVqZsN9VxvfWyjo1n/k6Scar4ZK3TIW9ikv8536JSWwdJRfqFUxQNkylyL+tiTYL0lQb6JhdqPwbv9ItIa60ShelwdX9JO7XzpczRXnOF0flXiGwdmXhLbaszhVhTmGmqlqWp3nbcn/qV5lNGjWdprp3HUxMweRDlftt9Q5RlYknCctU4pe9QpUtiC/0npUGFYkvSdhkfiu8hX3rqrzIe31lcsne+63lD6RaHeX+atkNaXwKpkTrfii9HRbWt64iTXyX+Q4i5SmP8ivs84m69FHwVSBVVjtS+Y62lYlF5+TyepVapo9lnQoJygYZIvKLU0edJ/J5qzSVBmbVVJmvQLPQV9KZPCnAlky3o0JiE1jSsdj/zfTVYCYcBsoXJJZqK+M5Vln9odIX32VuG0O6xKusnotOg1OdmnXz/F0x4jllR1k858wpL3u80uJCq6Rcw1fbGntaVOq1T6b5iqXM9vSnDWVp0q5uh6gUCz9QtkFHMl+Ol7sF3dJZasManxoctF5R3SwINijf/b+10l1FC9KtVneu2WhqjixW+bVXB+f5vkfL0qzeyoQDaOqcrbRPekjKBrlS5HG3Pe97kZ3Sxax3Alc6U8Vb781WlOKAd3S7f6DZBmJ16Jps1cBV+XO2UsWbiuzz2VL/eWeFWcpeFm9GcsoBXu2W1zC0IrmGttI7V61Ms1f663l9J7Xmn2ddKqdOnRTjXTEWxQOl1Pee8XYwK2h8dZ91CXHdIJRvX0rCaRmvcHp3quTaksqkehSzEnxZeaoyVXn8SWJ1RnLlRlldQjZFPU/iYt5vLUvYZF71RclMcz/Mz2+UYcXukd/azgvj1ZoN2+19HR9XehXzZea/K5IrDSqdtq8ZnczNPzovZX/DdN+jeFfuep26uVuCpGyQR0XOdadnihyfOmZPL1Rey3N+XrW+qKH0k7SbrXW7vG4AX+pvQ3G6kZodn3Q/l6VOly63dsnqPOBvol3ofkFL3Uisshtd/H0MqtyTeLOIVJr6LMpXine7Pcz0tyZswNfO6YphDedyG4DMdzU7gy5MaBeyenx5Lfl1CnFrrFCO7h1QbPeDci7eE/9IFXZtj3O8iLcKlnv1hMsSepa4XTV95f5ylXBgqqnSoMJbOD5ncnlSXWNiC5Pvt5b6NpldWaib42eoQvto00hN4PbVDkc7/ZDz82OB9PiPH229Y/b9peaqWlRWvQnM6gKzgdd2iw9MTFm97BSja2v7sH9KUjaI7s11oDt9u8jENINtY3lNNOQqz+7O6esRlG+PC7P79OuWUP0D3Tso3+sTZEbeaK+/7ERfX1ezMOj0XpowIaHHrDNtvihf9180Fyyp3h7gleLfMvs0zTBP3hL6xtRj6FiB2yOqwGrzzXeHXUz0Zk/Ij9UzT5xe/ROsNC/xH3eqvL5ES3193Kzi1P3VQtL5pzReY2T2AbC72HnnFembwJyeZVX+OaUJDWopm8DK3GL8TLeL8wSn6Xt0fhNcHCecOxJ4Q7us3XXGxMluNzF/+cDeEUfn17djsK8aTlXvhbgsuXm0WsX6gw+aXRRJygbRIxMGutMXi9zrj1fH0LrdQDzU8ZV16NcX70FvDwx2R+N6I7fGJ3QxSxz/ZU87w3rHxwd4JfQzjJfiN6ynWm1jaZ0cTRxEXEu3/w28nE1+vNOONVR0tDVSevR4c8yGc8Sxh9uZ/VQnWv02J3q9N0usc4kSe+yHFQjWYHW3/ig+Si1Fhy67/OkfXWK/vMQeoBR/i3ikOL9O/0Gjze61iUexFteR09tdx5sDZAtG5+uLFng9lt39zht72JBquJLknnpVdqKXpm8Cq7JPQ/SFyEnKBvlGpI87fY7Ig74fSVwvVlT0LwUQTyq7ZOadnviPMu5YX/dfa1zyeGsgsD2S2SpSmmmQ49YfeddcSDE8wSl/5sXHSpuxYfbVdF+fnzBS2n+2Emu8WoFmds2GwM8b86oXHOyjrTX2sCQ+FiI5ia3DY2m3YioNGuYHEa+z7Bl6VC0xi2Avf5BiYcYWNZdidJ53AE0xOsEcsDfePIPR191jfTWIEtnOnR4nUpii0qD30F7ZrCggEw+nzlkFK6NBlogMc6fHi9zGGgGAQL0kcrQ7PVVkHGsEAAJ1h8i/3OkPfZ27AACBOEZfF8aZzF0vazdhjQBAoDqtFtnfnrxV5DVWCAAEbJpIVa45cfBakWNYHwAQsD6rRL6ecNiYyTplS7NYHwAQtGPWu4MQvtyatQEAwTvsSztl527LugCAMLQfe9/zT94yghoDAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAtFonPASxYOasknprk/CAtGso/SpqXW0iyG3fGPt5I74VmtpuCQ9BLJg5q6TeTkp4QNo1lH4V7VZtIsht3xj7eSO+1dCbZ5XMsx3WxBt2+Lx5J2Tg/nxlwkMQC2bOKqm3GQkPSLuG0q+iK6tNBLntG2M/b7y3+puKG9vEG/Ygpc7NwP359YSHIBbMnFVSb8sSHpB2DaVfRa9Xmwhy2zfGft5obzV4ZRPH7EHz5h1dLWb9M1u8zqqT7yGIBTNnldTbVirX94C0ayj9KvK2TrCbKaRf27RvNUGpZ/buk6td0DQxO1qp06rFrH9mizdAbe97CGLBzFkl9TZKHep7QNo1lH4VeVsn2M0U0q9t2rd6VrkHq5OaPmbb5eZunHkxu5fa0/cQxIKZs0rq7Wx1pu8BaddQ+lXkbZ1gN1NIv7Zp32q2qjCaTczWPLOlyleH+R6CWDBzVkm9TVT/8D0g7RpKv4q8rRPsZgrp1zbtW5WoxcRs0zpVneJ7CGLBzFkl9TZZFfoekHYNpV9F3tYJdjOF9Gub8K3OnDdvuVppduU6xxezl82bt62zwLbz5l3mLtztjKkvvTn9huHu8yPnzRtldD35wZfnmonYfp8ri57738vTLtgy4efdz31s9ot37ee9Y/Jih8/7QKmFVm+yvl6HrsSZWqsDb5r+5sv3n9ShRe7Pl6lLfQ9BLJg5q6TenlPTfQ9Iu4bSryJv6wS7mUL6tU34Vpd6fQyu8MXsTUoNdBYYqNRNzuQpHzuLPtvTK/2OGf6eOeciw+i53P1Nn17ROv7zfRfaM6d1tOdVW+yv8W4O/b0msMSZhrHz686z9w9oifvzzepm30MQC2bOKqm3N9QbvgekXUPpV5G3dYLdTCH92iZ8qw2I2fiiqnRzN0avq7BmXGwYub5uYVcbST/Xno9Z86otVpeYHen9FvXpwS1wf56iJvseglgwc1ZJvZWrct8D0q6h9KvI2zrBbqaQfm0TvlWn3Nx56iOzN1fnWmJ2L929dt7Jg7bZ91498ZQboyvVS8cMzM3Vfc5yFxUcP3Lw1gMPn6znbhP/+RtjB/Q7+BEdkBfYMZu8WIfc03RMm39BbsyL2cSZWy5Wav7fduuz/VGzlFrUreXtz8+r53wPQSyYOauk3j5WH/sekHYNpV9F3tYJdjOF9Gub9q1SNIGlilnd72uG3dfqaJ2Zf3aWV/dlOwu29q69cKxSV7q/Tz3ezpq8SudjuzSL1dpv9k6lHsqx3+TfVsm5pZmtXvc9BLFg5qySelumlvkekHYNpV9F3tYJdjOF9Gub9q3qFrNbKLXcbdu6W6l/OcsvbJ/iN77nVJnrn1ds6oTwK0rlpVmstpjtuFx9uLEz3e4D9VqLrQSrvZowc+oTw/+kVarK94C0ayj9KvK2TrCbKaRf27RvVbeYPUypB91XDFV29Ovlb/H9oo5H3vrc63PnmX0X3nV/333uD09RanyaxWqL2ZHKVz09Sa1sT8wSs8QsMdsCY/Yst3JVi62wK2v08qfGf8+RC+PtVkvc33eWL5oL0yxWW8zqatqFJSVz5sx5++25c3Vvh62IWWKWmCVmW2DMXqJU/KqTukmqtdNhy/CNJ4hbWm24wzZKPZZmsdpi9mKVaAdilpglZonZFhSzg5yYPU+ps91XZFWpSiMpZrN1/9nZ548c2Fd3Dng7HrPe0IrBSk1Js1htMXteUswOJGaJWWKWmI16zP5DqZ0Nr2L0Jqd7wZ2+kum85JjVlQLTY04KL4rHrDu0wTjCrmBNtVhtMTtGqctzfdoQs8QsMUvMRj1m9Wn64c68652o7K97ZLltT7oCoSA5ZnUT2RnO5DBfpUG5m4lT7d+dajE978xqMeububXbT5dMIWaJWWK2pcRsvlORahg7Vjoxm1XidSvYocJJYX/MHuKVdju94otZdZU980DdH2yzNIvt7w0b88Wsf+ZM/2Vk9h5j0G+WfrMG/WYN+s0ake43u6m+8MDN3Q2j62nmZQzsE//j9VThdvrSL2N1V4G5seSY3VL/+DI9QKv9YXP8TWBK3ao7BnQ5Z5lSd6VbrJ9S72ydHLP+mXvrcWeTh5sDFLY4+nlzVLDBKDCDUWAGo8AMRoEZ0R0FZtyuM3Dlgvd0vBW5MZv1sBmai8vMS79UDTWSY9Ywx9OqReWfKvXyvHjMPqRnLlywQv+7YJN0i7War2d9YF+My4tZ/0xjnPmilR+UfuJcfMHgmgYG1zQwuKaBwTUNovJWqWK28ytOq/6N8UvHtJvsNvUvHm5Uj9mec52fzs59Mx6zYy5x5pb3T7uYNXo38dIxiTMN45ilXj+Dh/oYXKGLK3QZXKHL4ApdEXqrlJf17nDpO/pqWE8f7L8QorH/VLMOYfblXY0UMWt0vrZUqRWvn9/O8MesMfKxKn1Jr2s6p19Mh+vTFdVi1jdT63pBsf416q0bBxtcb5brzRpcb9bgerOReqvNc7dwszU31zeQdeNNzSEIbXJzu/oW7tTD150qcXkzQntk+3+jE8Otunc0alrM1HqTXtbFuLx7gfln2lp12aytwd0TDO6eYHD3BIO7J0TtrUKTWNqFwb3AuBeYwb3AMvJeYMSswZ1tubMtuLMtMduiOTeJr/1e8XVeMHNWSb2NUof6HpB2DaVfRd7WCXYzhfRrm/itiNmm1kl18j0EsWDmrJJ6y1W5vgekXUPpV5G3dYLdTCH92iZ+K2K2yb2e8BDEgpmzSuptWcID0q6h9Kvo9WoTQW77xtjPG/GtwlKtJwLSuDLhIYgFM2eV1NuMhAekXUPpV9GV1SaC3PaNsZ834luhqe2W8BDEgpmzSup/spXwgLRrKP0q2q3aRJDbvjH280Z8KzS11gkPQSyYOauk3tokPCDtGkq/ilpXmwhy2zfGft6IbwUAAAAAAAAAAAAANcnuBSCjZZODIeslADJaL3KQmAVAzFJpUKuhIkNbzDkWH4ZP06I+DJUGLafQ3IsPw4fh02TspgF7DB+GT8OHAXsMH4YPw6YB2P35MHwaPgzYY/gwxCwfBsQsH4YPw6chZsHuz4fh0/BhwB7DhyFm+TAAAAAAAAAAAAAAAAAAAAAAAABAGu32vGjyS2/PfvLyHRLnZ4+8/bmS5+89rmuUPkz2Tmf9Z2bJW89fv3fC7L6XPfnGW89P3D1im6b9PlcWPT/n1YfO7eGfmzX8zplvPXlpbsQ+TGzouPue+Z/ez7aLz+t5+D8fnz33pcKTOkbsw2Rtf+qdj89+67mJe1T70Ynz58+/llhBgovWeDcaen4L3/yRS5y5aw6JzofZ/1fvw5Tt7M3tOGW9M3P21lHaNOd5m2b1vzby5m7xijPv8qwofZjh8U3z1KbOvA+8WT9f2CpKH2aTb72/fN7AxB9t9oOe+QC5ggQ3+m7o9mlvb/Y58blHR+fDHOH7ML/t48xs+1Z85sotI7Rpxvs+zX9j7jf8Y2/ezVHaz0b5PszHTun8G9+8KVH6MJv5/vAfhyT86EkhZlE9Zn9986YzDt9r+Lnv6d3jDXfu0frJqslH7jHi5Pu/iVLMrim955yj9tnjr//Vf//nG9szL9XTS8cdvM8pZtw+G6WY/Wb61ScePOygqyr1H36JM/MZPf3QX/Y89X39eHCUYvbXl/95Wt7uI89/R//hTzgxu/Kpy044ZPdDb/lJz/trlGJ27dt3nHX4HnufXKz/8CWxhKPJumnELKqd/7g3y2xdoHcZ58jcQ58UVQ5w5keo3mzjHHfqLP1hzrQndfHvaftDXiWyrlt0Pk0X90R6o1kiVfbkbvpznWzNe0nkvQhVG3Ro60xk3aS3gl1tsJn7w62rRBZE6EuT3cmdGqProw7yfcrlcs+5xCzSiy0TucCevFWfc28X7U8zXeRhayJHB9NW9rxWSmSfKH6YXvrLbCfTJJHp9rzNfxfZLYofpvUKkeT6/oP0Rto4kvuZLs9eE392m6iNiVnURBdnr7cm2upKs39G/MOcpuszrYlNRX5yZ74skhfJT/OFyLZWUVBP7OvMe0jkxkh+mBkiY5Ojd7XI1pH8MLoC/d/ek13WymiDmEVN/uOWZvfVZYveEf8wp7il2ezfZI3bTl8qslMUP0z2r7LeKuxtJfJrG2fmsSKvRnLTlIiMSJrValVUS7N3iFzkHSxKpdggZlGjD9262ctFyqP+YaZ6dbO60ehUe2rHdbK8VRQ/zPEib1oTB4u8487cQbfyRfHDDFor37ZLmrd7tOpm4zrpeiivw/mF8suWxCxq9H8i73qnowVGuzOeKHnhjkNbRfPD9PtdvutiTw74WX6/VLeNtTr2M1k/Oopf5b+vklW7u1UhT7iz2+tzjuzIfZg2R38uclqKeoQzI7hlskYsML8qjq1+sc4GiVmkt/nnstYZ0zJT5Pw/VdndAhfuGMUP02aOyDnuk51Xiqyt+kifl/56VMQ+x+7z55d+slbkK2dU299FCr0f6tELnSN1uNDjoxbrrfD7qUb1ivTyqB0xnp8//wPdEW397V5BZKaUtiZmUZP2ut7yKmf6f7qb5g9u9+tfh0awlDHNa5A3tb3b/igvbxq1D3KQ/Yc/1N55rruk3en98KeI3eivm/1h5lQbJrzvavmpX9Q2jV0MWb6rN2OMrN3FIGZRg3Z6COdUtxvmayI/yIor9tv9yGnrdAfamBHBdol58e6++y11DxlfnxvNmJXPj/aGWvzH+6EuGHaPYMzKT9cm1kQN+0lWHWBEM2Zl9dQO9vPOnztdDohZpJGjU/ax1t75kN593rZ7YI/SZ6bHRjBly7rEz0j1Sffs0w8cccLDemJStD7JxkOG7Lr/+a+L2zlTj4F+0P1Zaz23XZQ+TPaQIUP3OeUJvRWe9efs7j/K6gh2sxs0ZMheY//zs65W6+z0aF7egZhFDTrMFnkyXjk2RX+BnTFgZn/4qRGrMdAd0xbEryuW+4esO8KeHKz7A/8littn9BpZP9iwB0F7nbi21GNIovhhdvpK5KT4071/ltX5kf3mbF4mco85sed6GWUQs0iv09veeFTLxbrOyZ0+XBcFI/VhWt+vR6FukvBhHnWnx+nPGcktdI8zXmRHkRVeXYgus0fyw5yka8kN30XV1hwe4e/OIJHvsqyiyZr5tuUi38yf/xSxggSblCamrHGgyGIjXjs4N1Jnpo+JvO+/cEGRyIXu9J4iH0RyE50o8rj52E7X4fRx5k3wVSBEykCRCnd61CpZMzrS3x5dQ25WUD0giZaQK/DroS/7+UxCM1e7X+T39l6Xa3kuQh+mzfSklDXHtt3oK5qXRnIbXS1SZDjDhZ1rRreqEDkmkh/m4PhYhCNWy5ojIv3t6a77dMWIWdSi55LklDWMh0XG21Odl/sGEzZ/5rWsElPWPE4opz2s9eu+3v1RsrkeazTOmjpd5Hu7Q9T5uq9dJMenttX9BafZk8eujXrKGvc6idp7iOtmkeIhQ3YgWRCXu7R6yhr9dZPLzWZa7aGvQvvr5pH5MO10Ye/9pE5O2+o+aYuOMHtR7K0b+qpdtKT56lc0xu7nu+kZOmV/62lnlD7sLf2zPp78XVcfTIzQfvboaVtb/QU7jNYDp2Q/a94J6yKasjdfONjqlhMboUfyyGWJP6QJDNU8ofeT9+a7bnLmXqvnrlu6wLq8/XnR+TCXmFfw9j7M816tge7eWLnkN/PxnegMHtbNXfKHeu+DL6yT0LOduYfqo4Z89qHuSCSLo1SY1d241n658L3l5p8vk+0zJT39g7e15kfoTm1zdU3Btx+Vf7La/DDvtiFmYdR6XVYfr330Vvf2WWsvj9CHuSrhw1TZM2PT4rPmRqg//47+O6Gc4s0+9Q9n3keRunLg2viHWXNzq4ThCo6DIhWznmeSD3bELOoas8Y+M8xD9XePROrCgSljVncaevo76+5gr58QpQvh5Jww+WOr7Pf7vMv8o4QHP26Wy5ddlxOp/ez/bi+zyn5rF968XdKosOjF7B7/eMO+g2RV0Z7VfkjMopq+Q/z6+H7Stvfg3Ihdn2vzhA8zyPeTnjsM3qp19LZO6x4Dd8it9nfHthrYPYK7WtYm/Qdv3dbwjwrzi1h73sbb/Klvyvs3dR8ypDe5AgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABohvpcPOnhG/dI9ZM9V64YkDRrwMqV/2zEvy3rtZU3sYUARCRNj7n9xQ+rFs++ZVjC7B5P2re7er59tVe0XiBPGtVvtnhfY/7VR8magWw7AFFQEL+B4CtbxmcP/FJkwf3P6VvSPlPtJSeKDGrqmM1aJDPYeACi4AHfjVo/9XJ2m6/km0P147ZfiOyX9IrsSpllNHXMGieLDGPrAYiA+ysePi9vWN/tj52rc/ZFN0nnyW9D3DR7IOkVx4jkNX3MtvtBnmbrAYiANu5Eq0k6Z7expy8RudCe6rhOVNIr3pYvWjd9zOrajrW5bD4AUbKRro49zs7Wb0S58fulrG+bsNh2KQO18WN2f5HL2WgAIuVpkfOsiYtErnBnVor0SljqapH/iz/bo7D0k7du3T4hZgdPeHXh0pJ/7Rhfavtb5la8M2Vvw6haOdOaMXvlR4ax+70lFSu7WpF5V8nHi1+5omf8FbGjH5hX8f7zZ3v9HDqd+eSCZQtff/Qstwgb+13eY5sBiJRikaOsifdlvXc+/qnIpglLlYhs4U5nT7LbztZcEI/ZjR9Zb89cPynmLHbZantOYWytzLfmLJFf2tiv7a7b2eY6TXC/nuv+4v0qnVmfH2DPOPBrr6HO7co7x/eHAEAUKg2+lXU9zIlBInO9uT+IdPAv1Xa1r7L2QS/7bnZjtuuH8Z4L07MMp6bX8W9fzN5jz9rU2OW7+Csutn/v2DXenNVWzm7zW3yZEc6b3yZyNFsNQIRcJvKoNXGhyP3DHLuvl+8SltpFj1hwp4/QoVd27PbbHv6arHdjdoZOxkmHbttn33t1VJ5pztlBl2WXnzO478jJ6/Tybszqxe4d2bdXr1adq0S+mTC877b5M3Wx2KppGPS7yMcX7Lr1DieUi3zZSc+5QeSzC3fv02+vo+5a7sbssSK3sNUARMeQVfLDVtbU85JgbsJiR4tMcqfLdIHVqhjIMoumVsyOFPl6Z+fE/w+pMrskTNEDHbq4r43H7OqR9mLX6nnd7cnLRR5zai8etZvgsh8XuUg/Pu4bEZHtVizod2ezAYiMrT4XOdye/CoxZqckLKeLujcaXp+DHzrbk7GPnZh9QmSsu+hdIkN1R7GfRHZy5jzsi1m3JPqZrOkTz+1fdIhuoUu/GzlzOv0sJfrhXpG+yX/xTu4vA4AI6PmxXWzUuoio41yviJycsKAufF5ieINui9zZVzgx+5UVlLZDRM61anrL3Dn7+mL2T15Wv+r9cl03sKNVGxC/LsxL8kcrw9hL1yKclNTgtZXIEjYcgIjopVP2Smd6V3/wlXlDFuIx64xcMK5xKl9NB9gx21lXr1ZVVS1f/umnn67Q/XAnWGHrhXHneMyud9J4lMjP3it0e5tu8Rov8q05R89asUK3fZl9vs5ZZXY7eGn8rvG/RBd6l7LlAERD7wqRa90neSIPutM91stHiYteLHK9M/kvkTHu7CF2zPZJrG+Q2wxjjMi/3KWy4jH7qzPrr0mvGG0YdybNsmqMt7h6jpm08v5I95cN1nW+bDoAkdBPd469zvD1H7jbnT5X5JrEZY8XudeZnOCrUBhhx+zmSQl5u2H8Jf4Co308Zn9xZh2Z9IojDOOmpFm9nUWz/3T2zLWy7i/xt3yBbQcgCgZ8bp3dG/Hgu8OdLpU1WycuvId4F5s9W+RWd/Y5dszG1sjHvXx0Z6zdRGb7yrzJMbunyDT/K9oZxjhd/euf5b+Cwp5/yCfxw8E9bDwAEbCjHmD1D9/zP4tMNbw+U0VJS+tryXzsTA4Vu8eW6X9OE9ibsm6bpFEPq2X15s70TdVjdqPfZHks8RU7+7rmVvOWyGb21ESRU9h6AJq/Id8lpqzRfb28b0+1+VB+3ip5+fdkfRfnLgrxuoaT3X6zZ4qUbOwuusXt5r961MFTraznA3+rHrPGNF0ozXKfDL3UsC7ZLad673e42UHsn+5NcbJ1LbIzEPhlke3ZfACavWE/JKWsYcwT+bP5mKXH0p5U7QU3W70BDOcSM1KgO71ufv06N2bb6C4LVef01lMbH/Lgqi8M+1JaMlP3nO14yjeSImb76SFfc47spqd6Hvvy+qfMWfl6uSf3N8f4bnvOe3KZfpy/rvgIvUjrPXVmf22XoLN+kOVsPgDNn74Ay/qVHitwT9LDA3bRl9V6IWXlp65rdW+umP2O2UL1w7f6n2J3sO3235vzfvv8R/PBilljqjn5y1drdZPVWpmXHLPGUWZGy0+fW5ctsGLWuNG69Mx3X1iXnLFi1pz4+Wtrycu9Ub//ZvMBaP7mJjTqW10Msl7VUys/MzsKZKV4xUfxPl7dypzXPbGLd4WubUq931Z1pDWn7XTn+XzdEeHlajFr7P+F94o5Q5wWtfilYp4w6wj2Lfee32VXQBjXxweXAUC0YtZoN3Wt+aTsgJSv+JvvLlyxC/UFudbMPdF/vdms/3vSzM2vnx3jNW0dN2edrFt8adu+7tVpEmLWaHf2Sz/rV1SaV6R1bHrt2/p2j+vev9Wpfs064JEvzbuVTXXfulWVzGHrAYiA7v6uU72cSxQYuUeee/SANK/o+L3c73vatrtZvIzFX2vN7JF03/HW3c3MvUDkUutpj149k35r+x5tkt+oU/fEm+F07LFR/MnB1kgGAGiJrpI/etbrhX2+ti4mE4hXZUEWmwJAy9Thsw1rfNr3Pwdtqku8W/ztG99VZBpomMjBbAkALdVxsmrLDVjc7J+15sufrbvZ7BrQnzBbitkOAFquXr1yNjBmbT/nBfQHZG3YXwAALVrHM2YofceadQuu35SVAQDhyOqySSvWAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABCW/wfA7HR4M17uRAAAAABJRU5ErkJggg==",
      "text/html": [
       "<div><img class=\"rx-fig-light only-light\" width=\"691\" style=\"max-width:100%;height:auto\" alt=\"\" src=\"data:image/png;base64,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\"><img class=\"rx-fig-dark only-dark\" width=\"691\" style=\"max-width:100%;height:auto;display:none\" alt=\"\" src=\"data:image/png;base64,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\"><style>body[data-jp-theme-light=\"false\"] .rx-fig-light, body.vscode-dark .rx-fig-light, body.vscode-high-contrast:not(.vscode-high-contrast-light) .rx-fig-light, html[theme=\"dark\"] .rx-fig-light {display:none !important} body[data-jp-theme-light=\"false\"] .rx-fig-dark, body.vscode-dark .rx-fig-dark, body.vscode-high-contrast:not(.vscode-high-contrast-light) .rx-fig-dark, html[theme=\"dark\"] .rx-fig-dark {display:inline !important}</style></div>"
      ],
      "text/plain": [
       "<_NotebookFigure size 2280x1320 with 1 Axes>"
      ]
     },
     "execution_count": 4,
     "metadata": {
      "image/png": {
       "width": 691
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "structure = rx.Structure.from_cif(examples_dir() / \"fluorapatite.cif\")\n",
    "\n",
    "instrument = rx.Instrument.bragg_brentano(radiation=\"CuKa\")\n",
    "instrument.background = rx.BackgroundChebyshev.with_terms(6)\n",
    "# Start the background's constant term at the floor of the data.\n",
    "# Left at zero, the first pass hands the whole pedestal to the peaks.\n",
    "instrument.background.coefficients[0].value = float(np.percentile(data.intensity, 5))\n",
    "\n",
    "ref = rx.Refinement(structure, instrument)\n",
    "data.plot(model=ref, two_theta_range=(25, 35))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01-09",
   "metadata": {},
   "source": [
    "The ticks under the pattern are where the model puts each reflection before any fitting.\n",
    "They include the Kα2 line of each reflection, so most peaks have a pair.\n",
    "Each peak should have a tick under it.\n",
    "Here each pair sits slightly to the right of its peak.\n",
    "That is within a fit's reach, and the zero-shift stage takes it up.\n",
    "If ticks and peaks drift apart across the scan, the starting cell or the wavelength is wrong, and a fit will not walk that far.\n",
    "Zoom into a few windows like this one before fitting.\n",
    "\n",
    "The background is a six-term Chebyshev polynomial.\n",
    "`rx.auto_background(data)` would size a penalised spline to the pattern instead.\n",
    "On this pattern that spline currently reports each correlated pair of its coefficients as a separate warning, several hundred of them.\n",
    "The polynomial keeps the diagnostics below readable.\n",
    "\n",
    "## Fit\n",
    "\n",
    "`mode=\"lebail\"` extracts each reflection's intensity from the data instead of computing it from atoms.\n",
    "The `profile_only` plan frees parameters in stages: background, zero shift, cell, then peak widths.\n",
    "`two_theta_limits` sets the channels the fit uses.\n",
    "We stop at 130° to match the GSAS-II tutorial, so both programs fit the same channels."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "01-10",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre>RefinementResult: converged (lebail)\n",
       "  stage bkg: converged (2 evals, ftol=1e-06)\n",
       "  stage zero: converged (64 evals, ftol=1e-06)\n",
       "  stage cell: converged (34 evals, ftol=1e-06)\n",
       "  stage profile_w: converged (14 evals, ftol=1e-06)\n",
       "  stage profile: converged (15 evals, ftol=solver default), max|Δθ|/esd=0.000\n",
       "  diagnostics: 3 unresolved\n",
       "    WARNING FLOOR_HIT: instrument.profile.y refined to its floor (ρ=+0.073) — the data push this parameter below zero, where it cannot go. The usual reasons are a phase or term the data do not support, a width the instrument already supplies, or, for a displacement parameter, absorption or a wrong species or occupancy. Fix it at 0\n",
       "    INFO FROZEN_COMPILE_STALE: the reported statistics and curves come from a compile at the returned parameters, chi2 = 17624.1; the last stage&#x27;s own compile, whose peak windows and FCJ node counts were frozen at the values it started from, gives 17429.8 at the same parameters, 1.1 % apart. The fit is not biased by it; the history node keeps the frozen figure, the result the fresh one, and the esds are the last solve&#x27;s either way\n",
       "    WARNING PATTERN_UNDERSAMPLED: 4.6 steps across the FWHM (median over 76 fitted peaks) — below the 5 the guidelines ask for — a data-collection limit, not a refinement one: the integrated intensities were not measured finely enough and no choice made here recovers them. Re-collect at a step size near FWHM/5 if the intensities have to be quotable\n",
       "  provenance: rietx 1.10.0.dev0, backend=numpy, solver=lm\n",
       "  Rwp 0.0982 / Rexp 0.0560 (GoF 1.75), Rp 0.0718, χ² 3.1, DW 0.91</pre><table><thead><tr><th>path</th><th>value</th><th>at_bound</th></tr></thead><tbody><tr><td>phases.0.cell.a</td><td>9.37071(12)</td><td>false</td></tr><tr><td>phases.0.cell.b</td><td>9.37071(12)</td><td></td></tr><tr><td>phases.0.cell.c</td><td>6.88529(12)</td><td>false</td></tr><tr><td>phases.0.atoms.0.z</td><td>0.001913</td><td></td></tr><tr><td>phases.0.atoms.1.x</td><td>0.241976</td><td></td></tr><tr><td>phases.0.atoms.1.y</td><td>0.992603</td><td></td></tr><tr><td>phases.0.atoms.2.x</td><td>0.397416</td><td></td></tr><tr><td>phases.0.atoms.2.y</td><td>0.367704</td><td></td></tr><tr><td>phases.0.atoms.4.x</td><td>0.325053</td><td></td></tr><tr><td>phases.0.atoms.4.y</td><td>0.484763</td><td></td></tr><tr><td>phases.0.atoms.5.x</td><td>0.591494</td><td></td></tr><tr><td>phases.0.atoms.5.y</td><td>0.469954</td><td></td></tr><tr><td>phases.0.atoms.6.x</td><td>0.33951</td><td></td></tr><tr><td>phases.0.atoms.6.y</td><td>0.258126</td><td></td></tr><tr><td>phases.0.atoms.6.z</td><td>0.070641</td><td></td></tr><tr><td>instrument.zero_shift</td><td>-0.05275(69)</td><td>false</td></tr><tr><td>instrument.profile.u</td><td>0.0011(12)</td><td>false</td></tr><tr><td>instrument.profile.v</td><td>0.0011(16)</td><td>false</td></tr><tr><td>instrument.profile.w</td><td>0.00255(52)</td><td>false</td></tr><tr><td>instrument.profile.x</td><td>0.0356(24)</td><td>false</td></tr><tr><td>instrument.profile.y</td><td>0.0000(53)</td><td>true</td></tr><tr><td>instrument.background.c0</td><td>165.9(13)</td><td>false</td></tr><tr><td>instrument.background.c1</td><td>-168.9(25)</td><td>false</td></tr><tr><td>instrument.background.c2</td><td>119.8(22)</td><td>false</td></tr><tr><td>instrument.background.c3</td><td>-71.7(20)</td><td>false</td></tr><tr><td>instrument.background.c4</td><td>31.5(16)</td><td>false</td></tr><tr><td>instrument.background.c5</td><td>-16.9(15)</td><td>false</td></tr></tbody></table>"
      ],
      "text/plain": [
       "RefinementResult: converged (lebail)\n",
       "  stage bkg: converged (2 evals, ftol=1e-06)\n",
       "  stage zero: converged (64 evals, ftol=1e-06)\n",
       "  stage cell: converged (34 evals, ftol=1e-06)\n",
       "  stage profile_w: converged (14 evals, ftol=1e-06)\n",
       "  stage profile: converged (15 evals, ftol=solver default), max|Δθ|/esd=0.000\n",
       "  diagnostics: 3 unresolved\n",
       "    WARNING FLOOR_HIT: instrument.profile.y refined to its floor (ρ=+0.073) — the data push this parameter below zero, where it cannot go. The usual reasons are a phase or term the data do not support, a width the instrument already supplies, or, for a displacement parameter, absorption or a wrong species or occupancy. Fix it at 0\n",
       "    INFO FROZEN_COMPILE_STALE: the reported statistics and curves come from a compile at the returned parameters, chi2 = 17624.1; the last stage's own compile, whose peak windows and FCJ node counts were frozen at the values it started from, gives 17429.8 at the same parameters, 1.1 % apart. The fit is not biased by it; the history node keeps the frozen figure, the result the fresh one, and the esds are the last solve's either way\n",
       "    WARNING PATTERN_UNDERSAMPLED: 4.6 steps across the FWHM (median over 76 fitted peaks) — below the 5 the guidelines ask for — a data-collection limit, not a refinement one: the integrated intensities were not measured finely enough and no choice made here recovers them. Re-collect at a step size near FWHM/5 if the intensities have to be quotable\n",
       "  provenance: rietx 1.10.0.dev0, backend=numpy, solver=lm\n",
       "  Rwp 0.0982 / Rexp 0.0560 (GoF 1.75), Rp 0.0718, χ² 3.1, DW 0.91"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "LIMITS = (15, 130)\n",
    "result = ref.fit(data, mode=\"lebail\", plan=\"profile_only\", two_theta_limits=LIMITS)\n",
    "result"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01-11",
   "metadata": {},
   "source": [
    "Read the summary from the top.\n",
    "\n",
    "1. **Status.** Every stage converged.\n",
    "   Each stage line gives the residual evaluations it took and its `ftol`, the relative drop in the cost below which the stage stops.\n",
    "   Every stage but the last stops at `1e-06`, because each later stage refines its parameters again.\n",
    "   The last runs to the solver's default, `1e-9`, and that is the answer the result reports.\n",
    "   `max|Δθ|/esd` on the last line is the largest final step of any parameter, in units of its own esd. McCusker et al. (1999) treat 0.1 or less as converged.\n",
    "2. **Diagnostics.** These outrank every statistic.\n",
    "   `PATTERN_UNDERSAMPLED` is the step count from `diagnose` again.\n",
    "   `FLOOR_HIT` says the data push `instrument.profile.y`, the Lorentzian tan θ width, below zero, so it ends on its floor of 0.\n",
    "   `FROZEN_COMPILE_STALE` says the peak windows were sized at the values the last stage started from, and the cell has moved since.\n",
    "   Running the plan again re-sizes them.\n",
    "3. **Agreement indices** come last. Rwp is useful for comparing two fits of the same data over the same channels, and says little on its own.\n",
    "\n",
    "## Fit again, and keep the best pass\n",
    "\n",
    "A Le Bail fit holds its extracted intensities fixed inside each least-squares run.\n",
    "The intensities and the profile converge only by alternating, so run the plan more than once.\n",
    "Later passes are not guaranteed to be better, so compare them and keep the best."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "01-12",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "pass 1: Rwp 0.0982\n",
      "pass 2: Rwp 0.0875\n",
      "pass 3: Rwp 0.0882\n",
      "kept pass 2: a = 9.37090 +/- 0.00007 Å, c = 6.88532 +/- 0.00007 Å\n"
     ]
    }
   ],
   "source": [
    "passes = [result]\n",
    "for _ in range(2):\n",
    "    passes.append(ref.fit(data, mode=\"lebail\", plan=\"profile_only\", two_theta_limits=LIMITS))\n",
    "for i, r in enumerate(passes, 1):\n",
    "    print(f\"pass {i}: Rwp {r.statistics.rwp:.4f}\")\n",
    "\n",
    "best = min(passes, key=lambda r: r.statistics.rwp)\n",
    "ref.checkout(best.node_id)\n",
    "a, c = best.parameter(\"phases.0.cell.a\"), best.parameter(\"phases.0.cell.c\")\n",
    "print(f\"kept pass {passes.index(best) + 1}: a = {a.value:.5f} +/- {a.stderr:.5f} Å, c = {c.value:.5f} +/- {c.stderr:.5f} Å\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01-13",
   "metadata": {},
   "source": [
    "Every pass is a node in the refinement's history, and `ref.checkout` restores the model to the one we kept.\n",
    "The cell's esd is a counting-statistics figure.\n",
    "It does not include any error in the wavelength or the zero shift.\n",
    "\n",
    "## Look at the fit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "01-14",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAABWoAAANnCAMAAACf3pGkAAADAFBMVEX//////v7+/v7//f39/f3+/Pv8/Pz8+/r++vf6+vr++fX5+fn/9/D59/b39/f29vb19fX98un18/Lz8/Px8fHw8PD97uHv7+/t7e3/6tj36d385dDs7Ozr6+vq6urn5+fl5eXj4+P74Mni4uLg4ODf39//27z/1rP/0qvr2snc3Nza2trX19fW1tbV1dXT09PR0dHPz8/+zKH/xpb+wYviyK3VxrbLy8vKysrJycnIyMjHx8fGxsbExMTDw8PCwsLAwMC9vb3/tXT/rmj/qV7itIjDsqC5ubm3t7e2tra0tLSzs7O3rKKysrKyq6SwsLCvr6+tra2srKyqqqqoqKilpaWjo6P/mkL/kC7/iB//gxb/fw//fw7XmmHhijmhoKC6g0menp6cnJybm5uampqYmJiXl5eWlpaVlZWTk5OQkJCNjY2Li4uKioqIiIiHh4eGhoaFhYWEhISDg4OBgYGAgIB/f3/7fQ71ew/weRDseRLpdQ/jdBHbdBjYbhDRaxC3fT+1eju1eTrAdDDKaRPHZhGobz2Na01+fn59fX1+aVd8fHx7e3t8aFd5eXl3d3d2dnZ1dXV1cGxzc3Nvb29ra2tpaGdpZmNmZmZmZmXCZBG6YRGzXhOsWhKkWhieVBOXUROQThNzZVllZWVlZWR2WkKKSxSBSRd6RBR0QRVtPxZnPBVkZGRkY2JjY2NjY2JiYmJiYWBhYWFfX19dXV1bW1tZWVlYWFhWVlZgPR9dNxZXNRZSUlJPT09OTk5NTU1QTEhMTExLS0tLS0pJSUlHR0dHR0ZFRUVDQ0NCQkFAQEA/Pz8+Pj5OMxpJLhdCKxc7Ozs5OTk4ODg3Nzc2NjY1NDQzMzMyMjIxMTEwMDAyLSgrKysqKiopKSk3JhgyJBgoKCgvIxknJyclJSUlJSQkJCQjIyMqIRklHxkiIiIhISEiHRkgICAgHBkfHx8fHBkeHR0cHBwdGxkbGxsbGhkaGhoaGhkXFxcTExMPDw8MDAwICAgEBAQCAgIBAQEAAABJNTmAAADHsElEQVR42uz9CXwVRdb/j/dEJvFONFwnRHAJAQGXsLu8UBiUuDwIPPdLJASXiV8M4gKIC2CAgQkzjiiMDMIr4ORhEZD/sD/8fNhkWPRLBNlJFAjkyyp82TOZQGx26P85VdXL3UIScuEm+bzR3Hu7q6uqq7s/ffrUqWpNAwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQ3rR6/vnYIKsaP/98wrUzqPP8883FlzbPPx+F9gQAgAAsNoxmQVb1NYwe186gjWFMFF/WGUbdchXtel7Q8ammEaHbv8imHdrEB13b5Ml2DXwWNWyX1Mbej8TnvajFy+51LGhToUo1aJXUvmVsqUk6OIuNqVApCUnmXdCH3zmyruNcEdO0w+MNauGiAKBaSS1tqbgw8d7Q7F3s+HOU/dUtHQOtjOp/ggsv6Okw0T87zYuu7kpX6p9heCE0r6NjwYby16njsnNi0yuHJnYInqrIWWzDchfywrh1opSJgVbmO7J23CseX36Rl5xb1B6XBQDVSGp7Oa74kiah2LnGJ1T2V0cH8Hz8ZBb+jWnINSu2KrS2dgCpPaJdt9S2+MmZYUGHEEltidqy7FJba8IVc9lCXBYAhJ3UNl237u2KSe1Ewzi6bt26jUeuVsw8vLZNu5eNtC0FrCG9fVdGrGNzOm/nJfrIkovcrG+X9m4p5A0Wi0U91lmcN4wPTKk9aS4cW84qdRaG46U9mzcXXOBv2aVIbZ5VdHyFpPZcYXCptbJuajbHYq7O2bzNh69AagEIQ6m1KLfU5hlGqvjSag9d5Y0qf98GGsblPtRV15hKulDPZ2UKlfm5mzyvy+lZvqW5w8Y43ocW6w2/Zok5b1xpaErt5xWsUWsS9ivftHeJH016r79amtS2vI5dn/BuxwTtneBS67fsbbaxn+Rv9Xqm47IAoPpIbS0y8BLl11Z0nXes9F2LIbuxn/QVnDSMgT5rCwxjgazHFsNYJr79YFmZMUcNo693+u5kCmrXKbXR5NC44NzRVikhklpBOaQ2gQ5GXgwuBwBuiNRGNnuqfRMfqY1I7PC4l4TGJrbv0NKl+QV7lVdqm9EjrvmdLvROlb5rHsPQXZZbeI+P34Me41UoW3vDuChUhozrDmr1eMurYEKGbvfrldreZNMGu6VENe/gaPsbLbUDqDka4moA4EZIbctlwn1Y/F5tW2oj+rL/8vJ3pkvv+exDoufk0urHtevsFks1jG9N+/NycNu64pAveIJ5e6ACGnit7GMZqZpGnWFJ/Lnb7iUi6fF2wza+alyIuV6p3WPaz34kLpZtP7rOzZHao0GSAgAqW2r7WT3QuxIsqV2lFl1Kkok2W13Xl3tfp9SS4fi+be3tKWe93c/74xMxtskwujnUxduc/MIwBpjflxpGH/5caPeerTaMF7zSUyjCF5ottbFtklrFlretE6jZfhdwzQuXzGY92eyaUpsQYNejyiu1TTu0a1yWmgEAKldq+/GFfmLTFg7H/DFKSS3ZeRd/FIsuJiqpvXpuz8YthRwX2vb6pHa99bje9VL5/QeJhj8+z+ZnDaOV+f0bpaYWGw3D8pN+qHahzRXjtHyGf+GqURTtTF6LLN/Hbak9d5lvNj+mli/cn3riLkYGWvEk3+XObf6RwxOK611LarsH2PW65ZRaEQx2boKptl2pZrQvDZ7yG9EBAKhUqW1J4rGU5TTCoxvGW2aH/JX+9NQckUJPt2tE8v496ovPJkvNJRWWWgqe6kb2WHI/spSv9tMqX2pJwK0oqSzDGKT59Io9qdlGtXyu73vVuPTF68l91xrG+ce9knd02N2OuNqN9ctTZ7qb7bDUVZmjbBrXOkyy15kGTcS8R5o705TaN0yT1V35Uqu4KENAtLeoU0x7Kk/cbfujdwyA0EntMrsfqNklY58ptW/JRe2vGFcTNR+z8HLt65HaRrZOXM1LKne9E9b509orRSTlbInUZ4YxXvNxTrZxeI2/k9865Sl/yTKfvV1uBjNIqb1wcFOeGI2VXx4vAlVirfn9kNr31rL/7qLyG7xJZcf7DmHwqUuHALseWz6pvXx6x8a9bEpfkW6S9+lm0+OyOa4Cli0AoZJa10XjfIxjWYKU2kMR9gP4m+prRJPfdSRTa6l6oq6o1Ha1pWR9/VDsWQzlHO3wEUzQfIKpWjnMRCWBT34tnab6GO/Ra/UuGZetqXda9ZOdhG03UMrRWrm8098GktovHPeBPcqxUYrUatfbLda/o7gF1XuXHBbn6yhP9MZLxpU9G3ez3u5y4boAIDRSS4K5s6PJQtkj39cR8JRqRqG2kWEKgk7XI7UkfofIHNvF2f0YkvlmyGqLM79/bhifea2kgWRtze/phrFK2MFZ/Ey9Z/MR0puLKT4hxt/6F1CLbjcXyjGbGdmOW8zvC9gWvSil9idHn1SGCn1wjhZL0CpXai2euKRc2O/w4VzG5dxLcRvWXRUAUMlS28XH95ci9eUNM9njhrFa8wpTMFT/fkWldrUy32qPoZy6hmLXSMQt2zTbMPp7rdxuGM9rtg91EX+OI5dpL7bo6o8lh0mSt2c3OUAJdS6Wq+OefMKFXgsOSaklZ8a9Dgt7ZqiDvWyy1C3kDToG30dYZ0QergsAQiO1vl0tPaTUWkM0W8ln7CQxD1fB5h/WrTukpLKiUltsRZl9q2Rcq+Rgrz0qXFbzGoCgWc7Xt8zvEwwjgw06eoRuZatvnteUOucCPlRv8M1Wu9ZUZgkBpJaawvK1vqBmXwhlsJfm7O0r4M/nDXv0RnNyF+O6ACA0UkvXXLGzm0U5EPo7rknupM+huINWlgPgeqS2ngwv0uRorUuxIYhAIDV9R32NOO9wzZoP6gsdkzGkSO+xJa+x1GMU4wzCnRDMNC/HhAGRFxydaw6p3eNwx76ligplsJdNO/LiaKqPsoGjOzEWFwYAIZHaJvQAqfnPgWA5KAcZxiiNA7TOR9sdZdcjtWQf/+QwcEVHeOxqoTL9V4/hj1Gr6eLvu7pl/f5LF78RUwGppfpvVF+fIFvc2ywlO65YSf295JrlANOehpFjro6gZVZnXe0LvkJtQlFancvR2DMN43Rdf6l1CvYy5T29MVLby7y70DS9ze2b4FW8TgOAEAV7HTIuO2bsr6ek6rKyttzFUsguSyOI7aBL1ye17zgmEJxoTll46HKcGHpwMZpjIs5H8ECuPiKo6lCjcgd78e3DaG3dF3xGxEZfsJ79yT7fxZ+dyE1g3kjI0r5i6U0PlUALMMvC1fL0WSWSp3tNjJ/Ukrditxra0OSSqnMpUnvdwV4WrgLTXCcfyrua1Ul4AtcFACGSWppE76QZaNp44mozrrZAmHbR9CxeHCmmQb3aQSYpMK5Papc5+rlZ4yKk5r7AbuET7GN9yvhGY6m9dG5g6qgLtgmslWs82p76Sj2UK5L8nE9ppricE0FbHS6p7r94EsKvpRA2pgCF7ZpjhK9jqFkdS1w7k1xvLleNRlNFdj5h/mp4VupqAtVgptDa+gWmqld+t1iz55+XpnmiOWLt3u+oOu3E15ZXjIvy5QutzgXzlgAArl9qo6lL/uqG91M6pw7ccEU+SJPUXjLOj0tJfv+IoR5xKfWlRemengsuGtdp1e5z9N3HXFKRVx62dPsZKTydy2eixKXGORbLxheN8o9y4IG2xtlBL/TkiRxyrIfvo/JbfdLJC1kpqTPJVXAoynTuGufGpnd9ezFH11rvwUmkMWSO2W7bXd0z4Z2enpT3ebjD5SfKVaNaLG7GzvHpyZ7UQesvm48NFIpm7OufnDKe6nS1Y2VIbRPuK1tAQzP4s5kZbbBcfNl8YdWgt1I8vRZynN1yzQrRuLwsvUuPhbTrFxvgugAgVHMgJBQ4XH9LlNQOsIJo5fN304vm70Njr0tq3VeMK/ZD7xoV9Rp7+STNGnu+1uHdmrZD9NMsNd5TOvFZBXauj7VDR+N9pVZ7/rL1ajPlOkk46miC5Vas71hbkFRXkj3nTmo5axQ5wcvFelA+SLjW24sGVMrMXu84S5ngI7WOVXnmQaj9o71TXXBZABC6mb1ixpk6euSNSHNmr9ZSfa5kqYfODufUAK+E965Las2ub80cjlqgVKBpzKXl2sSr9etd2asJqe2iHIhfV2TveqhbxdoGmp/UaknqTWK7LU1L+MYMG774geWpjSzxngynuW4LVQVemNt+nS20vUzXsGu8mtrrXA8t5FK70LrHnB9o93/FZl+VC/e0w1UBQKXTb906a0rouikTvlmzdOBTyp5L5pivmJSJq5cNbGpfkb0Wfbd0LD3up6xb96TXu8XGBOmcCUjHdes+tH81XLdurdj2A6NPR6MXhV2lpkiBWKreidPXmsKwfMT2/GL1sjFtnF1Ki6wf0ckTVi3PSnJOz9Ww9xercr4Zn+LYk5br1q3yno8rsdfYr79dNbNPBbUwITVr8XfLJ77tNUNvQu+Zq1dNSLEmbVi8bl3j6zis3Zx9ZnIgyuvr1r2nGqXjBxOX01H01PZ2Oryz6LtvxiRF4KIAoLrTxvg2i94yFnt58QJpSS5V0a+rfd8/AwAAoILUOn9xL88qtuVckRzVsNS4kiriI640QesAAEDlsFx6Fgeaow+WGnuMI+sLfV8/AwAAoOKkyy4omt3mPSW1zy+mrqpLo+BBBACAyiIuOZkHEdTqmpygpLaD1qBjUhxaBgAAQsZSa8IpAAAAkFoAAIDUAgAACEKb5Hg0AgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABhyh3PPv0rtAIAAISUZ9PSHkArAABACPG40tLSHnV50BIAABAypdWzSWqfztahtQAAECpc2TpJ7Ud6tgttAQCoFkQ1bBgVhlpLUjsDSgsAqC40NIyGYWjXslULpQUAQGohtQAAUJWlVjgQpsOBAACA1KJbDAAAqrDUItgLAACpvUFDGJ7GEAYAAKQ2pLDU4uAAACC1kFoAAIDUAgAApBZSCwCA1EJqAQAAUgsAAJBaSC0AAEBqAQAAUgupBQBAaiG1AAAAqQUAAEgtpBYAAKm92fweUgsAgNRCagEAAFILAACQWkgtAABSC6kFAABILQAAQGohtQAAAKkFAABIrfYKpBYAAKnVQvzG3FfwxlwAAKQ2tEqrZ7PUZuvQWgAApDZUuLL1wWlpf9GzXTg+AABIbei0dkha2jQoLQAAUhtSrWWrFkoLAIDUQmoBAAAOBAAAgNSiWwwAAKnVbnaw1zMI9gIAQGpDPYThGQxhAABAarUQD8x9BgcHAACphdQCAACkFgAAILWQWgAApBZSCwAA1VxqX4bUAgAgtZBaAACA1AIAAKQWUgsAgNRCagEAAFILAACQWkgtAABAagEAAFILqQUAQGohtQAAAKkFAABILaQWAACphdQCAACkFgAAILWQWgAAgNQCAACkFlILAIDUQmoBAABSCwAAkFpILQAAUgupBQAASC0AAFQeEZBaAAAIGbWe6L+q4MLlq5dObsxKqQepBQCASqfNxHOGgysbetaG1AIAQGXSNc/U2MuXzG/nx9aD1AIAQGXx1E6W1qLl/Z5MjNO0mAatUidsZ8W9MDAGUgsAAJXCBFLVk4NaeC+sk/r9FVrcGFILAACVwXZjS6dAcQcNsy4a7SC1AABQKVZth2Br7p3QGlILAAAahjBAagEAAFILAACQWkgtAOCmEPO7pIaQWgAACAXdXn89jj9TzxvG1VX1ILUAAFDp1L1sXIiizw5XxGCxvEhILQAAVDaphrFUE2G2F5euIa3tBakFAACt8geN9aGPZsbV9po21jB+hNQCAEBl841hpNBHXyOP/iZcMS7HaJBaAACoXDYaRgf6WGYM5F/FhtEUUgsAAJXMFim1e4wk/rXbMNpAagEAoJL5zjBSNS32iiHCvI7AqgUAgMpnnGEspOBa4xD/iLlkXIqG1AIAQCWTRK9gSO9wxMjiHx0NY60GqQUAgEomIl++8SZRk+EI3SC1AABQ6SQe5fc39uavTS8b+zBaDAAAQoA7dcy7zcW315cvT9IgtQAAoGESRUgtAKCqERcfHxXsF6QWAAC0ynmbo/Oljd6/ILUAAACphdQCAKqo1LaF1AIAQEildo9htILUAgBAKKW2ziXDqA+pBQCAyqNjd4ImmBnYXZLal3S3SIPUAgBApRq0/rwDqQUAgNBK7aWsWpBaAACoRFLfIei9CxPekfTr3bGOVvNGi3lcLLUuD04IAMANikDQap7UevRsltpsHVoLAAgZr2dkNKzRUuvK1oekpf1Fz3bhZAAAaJhuJmRaOzQtbSqUFgAAqQ2p1rJVC6UFAEBqIbUAgCrJ6qKiotbyw4vWcCAAAIBWiVG17QIE17ZDtxgAAFQW3587d66N/PCiDYK9AADgptK466BVR8+f3x1w5czzNi9gCAMAAFSMicrJEHhOmuUON0R3DMwFAICKkQ2pBQCAUPNF8beju3UqRWofj1dEQ2oBAKBiiLfpNitFahM1zOwFAACBaDV6zfY9Ftd84Q2kFgAAykud5eWMq4XUAgBAeVnP+nr1osXjkFoAAKhkOpPQ5rSNKscWpUntxLziwh0TO0JqAQDAyUzDyIss1xbNrh3stbOZj8QqHofUAgBqJBsMo6dW2VJrXPSetMbhCobUAgBqptQ+VUlSu3jVW0nNE1r23EyKWhwDqQUAAJOvDaNjJUmt9bLdN64YRl84EAAAwKSrYbxfSVKrOedK2KShWwwAABRR+cbJ2pUtta0N4zykFgAALBJPG6tjK1lq6xnGFUgtAACYpPQZc9k490W/PiYJlSC1zQ3jAqQWAAA0x3tvKmlgrs0gCq2F1AIAQCiltsMlwxgFqQUAAJPO6T7UL6fULjl/XoYwfLY4tWldei3i4xMvk/8gHlILAAAVIpFfG3aB+rz4U7kIVhvGGPFlIdvEly9c4Y8rXTVILQAAVIhmTk/D0UBSKynpiOlmAAAgFFKbkJpdcP6qcfXcd+m1MbMXAABUlMh4B/Xkstj4eLcjRVwtDfPVAgCAN4939KFOCAuD1AIANAR7lSnYC1ILAACQWkgtACDceGOMYuzMo/RChjFjGkJqAQAgdNTqd/Vyr5CWAKkFAAAty7j8uAapBQCAUFL/qrEWUgsAAKHliHElVoPUAgBAKNllGM0htQAAEFLOGUZLSC0AAISSzjQnVxykFgAAQkdMD5ofcYsGqQUAgEpm1VGT4ss832x7SC0AAGghHZh74QUNUgsAAJXNuvMm5w5917eeBqkFAICqDaQWAAAgtQAAAKmF1AIAQNWUWo+LpdblweEBAEBqQ6a0ejZJ7bPZOrQWAACpDRWubH1oWtpf9GwX2bdiATQXAACprXytHZaWNpWVluWWpRdaCwCA1Fa61rJVK0U22yX+4EgBACC1IZJa1tqFC6G0AABIbQgdCPR1oa4vhNICACC1IewWg9QCACC1WqiDveBAAABAakM5hOFZlwfdYgAASK0W0oG5z0r7FsFeAABIbWillocw/OoODGEAAISYN8aMGdOw5kot8WzaozgNAABayF/J0K7mSe1LttSmpaXhNAAAQGohtQCAKs641atXN4XUAgCAhm4xSC0AAEBqAQAAUhtcan8FqQUAQGohtQCAqkvT9NETxvdPiqnxUnsLpBYAECKe5xgv5sLYWEgtpBYAEAomGDZHEyG1OCMAAJXPZ6SwF7/u/ULqqAL6Vly3RkvtryG1AIBQ0PSyYayvL7+/ccUwJkBqAQCgshllGCfd5o8BhnE+ClILAACVzHeG8Y71I/aSYTSB1AIAQCWz2TCS7F97DKM1pBYAACqZ5b5Sm1CTpfZWSC0AIBT0M4y+1o/al4yTEZBaAACoZOpfNPZZry3s63TcQmoBAKCy6HbFWKUGib1wyVgfCakFAIBKo2U7xfuXjbOfJz/Zsc9Gw8jr0C62Rkrti5BaAIAWopfbBKIdpBYAACC1IZTa30BqAQCVSr+JgWkCqQUAAA1Tg1c2L0JqAQCQWkgtAKCKs3DHzpaQWkgtACCk/BjajrAqJrW3QWoBAFpoZvZqD6mF1AIAtBC/7iYZUgupBQCElA4hfvECpBYAALSIdcbFppBaSC0AIKTE/2joXSO0Gi61aZBaAEAI+Wz5KnqR47kflpsk1lyp9bhYal0enBUAAC3EUyG0q7FS69HX3EnfsvUMnBYAAEhtiKTWtUb/ib7p+TrsWgBAJatfog8xNdeB4M4/Rt/y9WwXzgsAAOZAqHyp/b344hZWLZQWAACpDaHUur4iqV0EpQUAQGpD50BwZbMDYZcbBwoAAKkNWbdYtv6j6BaD1gIAQkC9zn0GZpg0rJlS+ysO9lLdYmvgQgAAVDYNvrmMYK+0W+gzQ2dfrXsNgr0AAJVN03OIq1VSq3l4CIOG4WIAgEon3zAO9jpkGO+kL79ibOnSpW4NllrtDsyBAAAIBUmGcSGBx4yRNdvxkrFQq6HdYr+G1AIAQsfnYr5aKbXaQMPoDqkFAACt8l94011ILb/2pt4VIw9SCwAAlc0Ww+igaXmGkcS/DhtXY2um1N4KqQUAhI51QmrXGkY3/rXbMJpBagEAoJJZLBwIMw2jP/86axitIbUAAFDJjDWMPpr2pmH8QD9aU1xt/ZontS9BagEAoaWrYSzWtIQrhtE7MpH8B3u0mim1v4HUAgBCR90rxjl6ieMXZM9e4cFiKTVaau+E1AIAQsKgiRPv1bTa6+Ww3M80SC0AAISKiO7Ld25f8DsNUotzAQCgYb7a0EjtbZBaAACkFlILAACQWgAAgNRCagEAkFpILQAAVGup9QipFe9egNQCACC1oVFa/Q8ksHdk8xvFILUAAEhtSHBlZ5LAfqVnuyC1AABIbci0lq3aY6y0kFoAAKQ2RA4EF/tqv0rWILUAAEhtyFy12Sy1P+noFgMAQGpD56rVh5PA/pzvph93QWoBAJDaUODO526xH0W3GKQWABAKEru3QbAXW7V3i2AvSC0AIBS8aWTX+AiEZI5AuFMMYYDUAgAqj7rNTD40ljdrloC42rSvONYLUgsAqFRb1otKM2xrNU0ZM3HiqKrWLcZW7QERVwupBQBUptRePCe5YFw6d25c5eSa/tNFodxFVTHY6ysdDgQAQOXy5IULr0dUuq82WxnJRVVxCMOdHjgQAACVTMIqY1PTypfaK4dXTaxyUisnUbxTg9QCACqd5JJL70dVrtS2+12spjWD1AIAgEWdL64WPF75wV6QWgAAcNJ+35UJ/SC1kFoAQEiJGXXpMqTWV2p/hRMDAFC5tFxbMABSC6kFAFQxqr7U3oKDCACoklLbUPE4pBYAUGOJiY+tFVKpdQwChtQCAGoerT78/uRllsALPy14oXYNltq7xLd76NuvcVYAACqVpJ1e085cGOiusQ4ESC0AIESMNjX28lX1paBhTe0Wg9QCAEJDPxbZVb3b3BupRbibdh5XTL8P1obU4swAAFQeCZcMI6+xY0FUP/LaZtQ8qfUIqRVvYWCpvRWnBgCgUo3aQ7Hei94xjMIaJ7UeMTX4PeLdYpBaAEAls9ww3vZZFENze9evaVLryubXOP5VvDEXUgsAqGQ2G0YH32UFhtGqxjkQXGzV5ooX3kBqAQCVTI5hJPsuo56xxApnmDCRWGoYF/nzwyrWLfY3l9kt9hucGgCAymOCYSzxWdTGMC7FXI9Ba3MUUgsAAJrWwTCu9vQ2S/caxiqtxkmtjwMBUgsAqEQiNpEiLm8faQlt/3MUZ9um4hnW7eOgR5XtFoPUAgAqk8aFYjRu3pKJ4ydk5xzmH1f7hLTEKhHsdRvODABAZZKw1vDm7AtazZNa3yEMkFoAQCXTYfF5S2ev5PV1azVRan0G5kJqAQCVTmSz5D4fjPmwX/rv6oS+sDCW2nsgtQCAakLYS+19kFoAAKQ2FHhcQmo9kFoAAKQ2dAEI2S+LYC8PpBYAAKnVQhVWq9tDGCC1AIAbwLI9e1ppNcyB4MoexlatCw4EAMANYrthtKtx3WJiYO59GqQWAACpvWFSewdOAwAApDbUDgRILQAAUhuibrFtVrcYpBYAUIksP+TPpZontX7BXpBaAEDlWrCBaFfzhjCw1N7ngQMBAACpDSEvew3MhdQCACqRHwyjT2sf9kBqIbUAgMokyzD6o1sMUgsACCk9DGMppNaUWsTVAgBCQivD2FO9pNYjYmPF6xQqIrW0IaQWAFDJRF0yLsdUJ6n1iDcxusRLwiogtbzh/ZBaAEAlM3bx4gSfRU1bt3ZXWaklrcx2iT8VkVqxIaQWAKBhEsVrau3CheVXWiG1n4oNWWrvxHECAEBqS9Pahbq+0FWhbrGtYkNILQAAUnsNPG6WWrcHUgsAgNSGrlssnx0I+RXqFoMDAQAAqS0L7nw93y3+XFe3GKQWAFB5dI8Nuqpjk5pl1b7iFewFqQUAVB7bz/WvE3BF0saQxdaGsa9WDmGA1AIAKpcNhnFhYmvfpfXeLjCMK61qXgSCGJgrrdryDzcDAIAgxI6lecCNoxN7NI0wZbbjwPWXadmPbbQqG1f76adnKxZX+/RdmitD/5S+3V3+4WYAABCURtmXxAy1Fw79mLNqU8Hpq+LXrq5a1R0tRlL5afnHMLCvNu3lO7L1NSvpy98qMAgCAACCk5BR6D0v+KXlHbSqPAcCiebTFZsDIS3tEz3bzVbtfigtAKCSiWg3evMFKbNX9ixMqaNV6SEMrt+T1FZsZq+0tDkksQ+wVQulBQCEQm4T2iR1bJ8YrVX5gbkaS62mVUxqPyGJhdQCADQMYdCu7XW9Hql1wYEAAIDUhlRq52S7s1eI15RDawEAkNpQWbX6GhHsdQ+CvQAAkNrKl1oR7JX2SLaewb7aezCEAQAAqQ2VVfuIGph7D44TAABSGzKp1eR8tffhOAEAILXXkNpnrkdqH4DUAgAgtTdCau/HcQIAQGpDLbWP4jgBACC1oZbaNBwnAACk9hqi+UyFg70gtQAASC2kFgBQZemdCKn1ltoXcVIAACqb7VdyOkZAatEtBgAIqdTSTLWH+tbRILWm1D6NkwIAUNl038nTgl/8ogWkFlILAAgdrb8Qr2HYmBwJqYXUAgBCRmyvHSy2xe/eC6mF1AIAQkeriWzaXlrcRoPU4mwAAIQMd/pPbNr+mBpThV/jyFJb/ulmTan1uITUYrpaAEAoebKExfZ8VoMq+3Jyktpny/8SBSW1Hn3Ng/T5Fz0DpwIAIFS0W3RJvqXcuNS/SkqtK1v/AytluV8NpqTWnafPps/p+XjhDQAgNNTts4dFtui9hE7sR3i/SjoQXNnD0tKmlv8ljL8XUvtotr53Pn1+idc4AgBCQvvFbNBeXeepRT8isgzjgqtKdou52Kp1VbBb7BM9O46t2mlQWgBA5VOvrzBoL2SZsyFEUzBCy5ontbOzXS5+Y+5foLQAgMqm7RLhoc3vVdtetssw2lZZB8KU8hulyqp1ubKFA8GNswIAoFX+HAiXlrT1Xdau5nWLfeLOFt1i0/KhtQCASpfak+/G+yxr36VL3aoZ7PXSdQR7zV6j58tusTXh40LwiKq4EBIBQBVnbJdaWnWZr9bjYqmt6BCGT/Q8nX21z6wJn2Avunu47nv6nmyEnwEAwmhgLktt+beygr0yeAjD02FkQ5JPJDstbTDCzwCo8lbtqlVNg/2qKVIrrdpHSWIfDLc5EEhrqUpQWgC0qt8t1k4LfYdYOEutR0rtq/Tt4bQKTaIQSq1dSFWC0gIAqa3qUuvRB8tuMY9H/4SlNqw8o5BaAKqh1NIrGdrUNKl1ZQ+24mrnpVUoWgwOBABAeaT2nGEk1jgHgktKLb2+0cVW7dTwUlrqFktDtxgA1Ulqa/el4QyRNTYCgb49HGYDcznYi61aBHsBUHVZf4G4Qu9wvCC5SN+N5RqkNoyOEQ1hYF8tlBaAqj0m15fTjTU4EMLraZ2qhHMVgCrMqqMETTZz+qjk0K5VfeI0raZ2i30Ujt1imvYrSC0A1a5bTKuBo8U8unQgzFLBXs+Gl2f0FkgtANWA78+da6PV7IG5nt+H8RAGSC0AoFp2iz2jhVW32K/RLQYAqIZS+6wWVsFetyPYCwBQvaRWOBCeDa+Zvf6OIQwAVGV6vPfeew3khxcNqvh8tS+WXylNqQ3DbjFX9ikMzAVAq+JRte0CBNdW3elm5FsYXiy/UqYpqXVlzw27YC/X3zHdDACQ2jB7t9gf09L+WH6lTPMawjAlrGxISC0AVZsOycnJ9eSHF/WqrgPBlZ2Zljap/EoppfbpcByYCwcCACDsusVcbNW6tOojtegWAwBUP6kNOwcCuZ/vQLAXACDMHAgj0tJGVtyBEIbdYh7XbRjCAEC1otlb/Tq7qrLUVrRb7Fem1IblHAi3YWAuANWBjIkT7+XPcVcp/OBgsyostfS0/WJFgr0sqdU8j4TZEAZILQDVhAaGUcyfPWSo18lYrSoPYXixIkMYfuXdLfZseB0gSC0A1YHehjGRP48YJ9/5jCavfb9KD8xlqdUqMncWpBYAEEomGsab9PGEcZnev9DHMPZCasPrAN0BqQWgGrDKMJLp433je/pb55JxNbbGSi15HiC1AICQsNkw2gvF7cu/ThpG8xortdSfBqkFAIRKapPo46jxO/61yzDa1FSp5XjaRyC1AIAQORB6aVp940qssmqb1FSpnUbxuJBaAEBI+NAwVnMcwk7+EXfFuFCrxkntr5VVSyMfWGpf1G7KqDDtrodvCxSnBqkFoDrQmoJpJ/S9YHzAP1IMY5kGqb05L7Z5Je2ZAKMvPHey1GJkLgBVndVi6MIFMWJsvWF0qLFSazoQXrw5M3h9FXAGL49Y7sJ8MwBUdeqsJaU9z11jWnvD2KTVXKtWdYu9eHNmS/w54Ly0ruwDYmYvzKIIQJWnZUpHGUzree+95lqNlVp+fL9pUqu5vgr8tgXX3zBfLQCgOkktOUTDT2q1u2n5QigtAKC6SK12EyMQgjkQILUA1FTqt25RJ+CKZk/axFehmb3CQGqDdovBgQBA9aFFat8BA00alJo0st8h6kW7srFTgHXLHe/d7X7T5qt9qdy99bfefKmlqt8Z8MU2ruz96BYDoFrQ7WDZX05e9yczWVb4Sa18C8Mfyi1LAaTWI7K4gdGsHtcdAV9s49H/hmAvAKoD/Q2jzFJbayMluFRw8Ap9vBNIavPzFEk37d1imeU2AG/16xbzCLm+sQIXZFSY5y5a/isMYQCgitPsMo1fmJDaxaJuKYl7ksSOo8CwJiS5lxoGkNpE7aa/MfcP5X7UVlL7rB3s5eIndteNfWwPNgCXpfYWnKcAVHHGGMa5Ms8wc0S9skGL2UPDeauZ1P7RMYTBlb31jx+VU2mv0+kAqQWgOvO9YbynlX2+hEv15Ndkw9Ajwk1qhQNheEUdCGnOgbku+vKVq5w9W9fldLizFKn9Nc5TAKo4W+R8tWXifcNYpb5GXjCM1mEmtdfZLfYH53Qz5Zfa63U6QGoBqM4sL8cMM8sM+a4GhmZOSA0gtfFtWiXc3JeTVzjYyym1rmz6sj+7vFq7cGHF3bulSe2tOE8BqOL0FVODl418w3je/D7BMD7zl9rDHMNQMjHxJr6c/KVye0uV1A63HQikmvTlb+XUTddCXa/4uK5gUnsPpBaAakD8BeOHsqYtNIxWmh0jNjFoXO2lt3wkVvH4DRiY+3K59fk3yqolZX3UCvaiL3eX0z52Lcyd83dILQAgEClXy2zWnnc4Y+k95kv8pfbioR1Hr7LYvu21xhG2G25SS6p6m5Tal0lZH7WGMNCXO8tnH7uy/5WWNqXSHQgstb/BaQpAFScu/s3LVxd3aBBvEhU8LXWFNTa/v2EY3/is7tNDuGnr0TsdjEuNq4jUkq/g70pqSVkftQbmstSWN6Prmq7gLkgtANWY7UbZR4vphtFMs328C4Ola3beZ+BuODsQXNmnlNTSj+uQWjKP7wo4jUElSO1tOE8BqEFSSzPNtDW/ZwQYw6A5vAt7tJs0ieLL5Y4R+3ulSC05He4KOI0BpBYAoE1Y50Oz4Gk3OKaRWWwY/YImbEJe25sitS9dh9S+4kr2XI/UBlfL69JpSC0ANU6WaQYE8/seR+CXH/fSPItVRWpd2ceV1C7Q9Vfp8yVTau+6cVLr0dfcJ7wPGZBaAGo8PQyjQH1tcNW4Uj9oQnof5LkqIrV2t9hgXZ/56E2SWtca/Z/cp5bv7+m9D1ILQA2j3mVraNk4w9iilTYEbW0VkVrqzbpDzYFwdqZLSa0nmYO97kr23DAHgjs/lzbODxC/AKkFoBoRUz/BVaZRvEdFQFcSiW4Puaz5k0/KwK6EWqaJlkW9a+lVxYHgcam42rT/cWlSaj1k34rRYuWMJrgOqdXc/wwSKcZSewdOUACqPtE9114QoQed+vZtWmrKpqSw5z7o2HUifRYoZV1tGGPEl4XnV/VP79zhhbE0qMwoiLxZUvtKuTfyk1oXeW3pS64+03XDpFa8Q2xRgPIgtQBUD1ofMqO8njSMTaWn7WnFhJ03RdmWWkfEWFFj7WZIrUdIbXnjrUyp/bflQCCtZamd6bphwV6ubHYg7HJDagGoprQii/byTxdEQO26a07z1f281NLdLTVfqf3siim0lxfV027KdDP6Hzhmq7yjCEyp/ZfdLeZaxA6E8s5Xe0+FhzBQnWW3mBtSC0C1pFaBYWxuyCMZSGpf8J/YwJe4XovXr5n4vO0fGJuX11t+i+00auF3m777olfCTZsaPJOkttxTxppS+3c72KsCUktq+dcKD8z16PnbRLfYGhekFoDqSBfDOB2rKamNuxI4SKuyCPkLb/7AMVvlFTtTam+TQxgq6kCQPoAKToGQIXTavSZwsBekFoCqzkTDGEgfP8kRuUWG0aAKSy13iw0u95SxptT+RvPuFttWzm4x0bNV0Ym9PCypgdzM90NqAagG0NsUOtpSu8v/NTY1R2pv07yDvf5azmCv65JaYb0G6mtjqb0T7yYHQKvy7xZ7kj5+lFJLw21b1FwHgim1agjDfcmeG+ZACCK11NfGUvuVDq0FoGpDAQTJttRSIEL9qiu1ruzhaWm/L3e32B1+UquJgbn3aTesWyyY1FKmn9LyAxUWcABAePC5nEJGSm1z6iPTqq7UimCv35c72KtypJYM0PuuZ77awA4EV/bKcsdCAADCjyQa/0URCHlCaieUMt93VXAg8BCGtHIPYbClVkYgiO3LLbVahpvjat0Zleqr1Vxs1d6N8xSAKk4E9YTlxEqp7XjZuNpSq+LdYmm/Ku9GptTe4dE/Uu8YCxurFlILQDXhiUv0OvHPjxrGh4uuOOajrbpSe0uFpdaVPUu9OTdcfLWU6wo4EACoFnS9aM9dsDSqJkut5mKrdpgQS/pyv1ZOrd12PREI95fSLbYf3WKgxtBp9eqkG11mg9Wr+96AYpqtviqF9uybIS7phkjtrysutaJbbKhLq5DUymf9Cmvi/UGCvR4Q0zki2AvUFNJ1vfuNLjNR1yfckIIa9hibPXFgUrQGqQ0vqaUhDCy1d0FpAaS2OkjtjeKGSO2tFZXaO6/XgbC10h0IxAMVefUOAJDaMJPaegnO1y94/6ohUnunKbWu7Bls1ZrdYveXt1vs0+vpFoPUAlCdpVZO6RX4V02TWp9gr/vLG+x1//UEe0FqAYDUViWp/U2FpVbzPM1Saw5huL+8Lym7v+JvYYDUAlDDpLZtVZbal69Lal1itNjL5sDcBypLLa9bah/E9QeqLbW7fr54+Rd9mnlJbe1uE75Z/IFjQFWrftnLv5mY0c1+wUurvl8sXzL2+ShnjFh0p3FLVndvvHr1eHvLxatXxQbcgmjQZ8Hyib3vvQlSSzN7tarqUntbMKOT/wYyOk2pvWuNeAvDy56bJrWBBro9mHY9uQIQ5nTZpQtKvqhjS23rHXJZloqKqrdEVxSrd3EnLlcLtrSxN2uZx0ve0TbrpxuY+T+h60sDb6Fpb54QCw4n33CpjbtUlWf2IjFlqf3PYK5Ul+i78gSV2n/o+exAGKJ7bobUPhBk9MWraRWZ1wGAKuIuKDFFVN9Y19TM/gfNZYsjeFHEaiuR3k8karPXWnCinbnZO/vEgv5aH123RiRk6XrXwFto/cwFJW+GVmo79iB4RG4PSc9+Ow2jUKuqUstiylJ73BMkQCDb5Qo4waIptbn5oltsqBnsFRZS65nPVXNlYxADqI60Ltb1gwM6PpW6ihRvgamZRXpBv6QOvTbQsl68qC2p4czUDu27vj5hj5Da+rt1/dDnye2T+m7X9V11rM3y+3V84okGWkKxnme6Jw7p+2ICb/H4aV2U03szbRlSqd1uBKBflZVa1lGW2r+7gq1euDBgKJYptX9zZ09nq9al3Syp/XWQcRFp2TqG5oLqyFJ6nk+wTMxWSjP1dcIlGzmBtJBdCD1NY5beOyvWjNX1HPn8XXuxrr9tbrZcOWW1ZbquvATJuv55kC2+0fW1wpCO+kK/4VJ7aWytqjuEgcR0aCkv4nL9f7mnAr4Mx5JalxjC8IqmpPbBcJBa6UDQFySX4mwGoIpSv0QvaW6r7lilmcVN5KIY8r3y+7he0PVk52a1T+iHTU9n3UP6OrXZkXvNBF11fZyX6AbYgsouaqTy2xFaqe3el6AXN07oK+mTnhSrVeXRYq6Fw4J3i2muT9Iy/zuQ1N5lOhCy3X+5uVJ7azAHwqKZekZgZ7PH9eBLD0OAQdWkE1mi5vcOur5eaeZic9nbuv4Bq+JRfVeyQ5w6OJVxkV5cW2420VoWs0+6DbSE0/qWIFtQ2dbs3H1veASCVrWl9vthYi7EIM5aoaYBtPY/ldT+Vc9nB8JgV0Wl9oEQSC3dIIhderY7oLOZHNRw5YIqy5scL2CaqiX6ISW1fcxl7XQ9mz+7HCVTd+PE3ioirJeub18lWb26QNcbyc3esDMerzrD+qjMAmxBZb9lJn/yBkht+sCBDaqJ1LrWCAfC3QF1h9RIqKm/1nr2K6n9z3ydrdohZrfYjZXaB4OEBD/MVTub7w7sbJa7BVcuqJr01/V068chXY+UmplqLmqq69+ILw3e3yxCFdZ39AodULTwG/nQRoV4bdJPJwTZor9jg+aYbqZ8rtp8ltofA+qOR1/Is30v9Jdh119NqdXXcLDXYDPYKyyk1rJqXZrrv+ev8HM2C2MdSguqJvTgbs/cWqgXKqvWkt+WDmdC3fZ9V5VI07Wvj3C29B9ktkUvJt9sa11fZhbkuwUt6mmmbg2p1coV7OUeQrrz85pAupOh72Kp3aX7v/vrHiW193hcLLWveNgDylJbXg/odUttADezZx5X7X8WkP5zMMKnfvvGNV0IpQVVklRdzzK/N6YgLCW1n2l291aWM32zPfrJeLHZmCccuP2lto8Q8bHKjxBoix66LQbdbpDUxrR5vluKSb2qPoTh/wTUHXc+P2n/U893a8G6xe7RNJba35se0IfL6wENidSKCITjOclkv2ampU32s18htaDq0kpFc2myC2yRktrtZiDUF04HAzNA17uQ4ur6Eq30qRManNY3aNF79IMxUqP9t6Cy8yLU9wU3RGpbr77sjPdqV9UH5n4VWHfc+bRuawCltaT2PyyplR7QT8r7XP5g5UutR5/NVduur6FuMXr1+h/9nbVwIIAqSySNyn1fiQON5uphBsgqr8ITxXpJY74MzIAwNlNT6GOzaa0yzTsFmqWGomZbUpCBORmC/xZRNKiht/z95OkbIbUpl71Da6uy1LrYgXAgiO642aoNoLRWBMI2jym1UsDmllfAQiC1rjVzuWrH8jnYi+YtezFbBhiavo3kmXxTmAmtBVUTMmX10fQkHZG0kwzc2qbUlrxDoV1RLxxSrtpBxQuSeF1sryIZJttF10+PacqranfILv4gkNRSLO7oxdZIhkBbUFfZ6X5Ujqv7Yf0GSG0CvcTxytrR71gkVOFgr2zuFvsqiO4Ek1qrW4z8oKbUisfyT1zaDZbaO4KNFvvK7dEy3C+S1HbzCq/16PpMWk2PPwj2AlUR1/c8hczG7/dwX1VH0xOQo+uFG9byRAiHxCCDQfStcEtO3kn6XBuhrFtd37s+J69Ql6G3flJb+6C+t8ganxtoixiydPWTG9aSoK+5AVL7vmFcbK9Vj7hajz4kaLBXcAeCJ9fbgSDUMvpGS63n4SAhwQ+r156R/5illlTVEV5LXxZwLNiCZFy0oEpy7xozKKAoRbOcrhPUssPyIbv1Oit0IE8O8KrV77S1aH2rgNPcjud1VoRugC20hj+p39+3ugFSu9owxmrV5d1inlfktLPl6xb7DyW19ymppakMXf9Fn3NuoAPBo3NQ150B7hIPy1nLWVX/yL7aBTP1hf9tGe7Sq/x3uA9AVSWq53qOmN07IVFz9G+lssV54ovGallEx8VH2K+wqU9tc7vE8fmskocWP18r8Izij9Naey7FAFtoWp1RPN1XwXsxN2ISxS2G0bH6vMbxFSlLWqBgL7Zq788vJdjLlNpbSMDO3OBuMVf2vMC+DxlX+5VwGnyclvYxmbQLpwy1Y75cHC58Oy5YUIWp26x140jrV8ITT8TzYNxWTWt7XQmJbZr7TBxQv0XrJpE+mzm19oknfGff9tpCCH1i64a0oPYTTySGei9XGcZTNUFqydXJUuv2V1pLau+3pNaj/50+HylfsJfH9fB1vPBGSOp+f6VdM4erdIBjhV1s1bqkb9lKl7yIpRZzIAAQ5gw0jNQaIbXBXxd2n3e3GM+v5bmdPl8sl4CRL/Xhir/GUer0X5L9jXER7JXHxriUWu93oNMUcexAmIluMQDCm8aXjW+ql9TeVV6pNX21Kz3aM0pqtVvL/ZoZ8pp+UuEQV4++5hExWWJGcKvWlT0yLW0EuWod70B3LRBSe1yfCW8tAOHNO8aVpJottffYEQhKaj3Jt/GXZE/5tHauw9ws90w5QlJP+Fmn0lf7N5fVLaYvvF9E0qpgrwUzhdQiAgGAcGfA1UvvJmiQWl4ppPZWilb9u7Axy/dYLlQxumIVjzshpDZAgISwdu+2gr3W6Dn3i0haj3I8cATwV1BaAMKcdefPX6ExYhfPm7SpylL7+0BSe8ddWinvG/e4/KSWHsuPC+Er32P59UitR1q1MkDC630LptTSUpZa9xqnA0ENtvgK7gMAwhy/t960q15S63Hd9nLa/a6gL8ElY/E+X6klF6iQ2nIqbfac6whxHS2kNm4NWateL/e1HAgES63m3S0mhxAfw7hcAMKc1UU+tK5WUkuy9agZFxBwClpStL/6SC3NGutiB8IfXRXoFvu5gs7aBUJqxdTflNNXzz6drQR3Tpr19gghtXKorq20Z0sZiwwAqJHceKml/iYRF8BxqYFn+3ZlbwsgtV/R5x9c5Zwul5/1/1KhsCtS11nCZSGmQxSxBiuFespRZPT2CI9yILg8XlLr0f8ryCgzAACkNlSk+Vu1+bOFD9QT9MUK1nQzDyipvU1z5Ryjz8yF3coVWJv8SPnDFuxqym6xHJfPZDeeR+Ws5Wa3WLa+xsuBICKA78QQBgDAjZPaX/lJrTIXxQM2z/atBZs7yym1rhxdSK1erhAEZYBWbDRBhtx4n9zYOa/YI2qfzGCvfLNb7NYHxGCNW0sbtQFA1eeeZ565P1Spg3HHM888DKkNzi3qZQpOIZ05x+zgCiy1spvJS2op2Otn+hyuKyOzbCTLgV16xWJcpfUqHB2yq8uc7OZRc5/kEIY1evb9wvmc/Gjay78ma/Y3kFpQvaG3mzwaqtTBoPcFPAOpLZ/ULuCBBQuCSi0Zi35Wrebp9pWQ2vIoLZUkpXaBq8JzIMhX33q/A8KSWjUwN8PNERPdxCt57iEfLaQWQGrLmPq+Mlu8lSq1L7wZkPpVWGp/7Se1JFuzS3UgOIK9SGqfTVPvQriTpXZR+UQzWajl1xUbTuAROi0ivOSbzczJbnykNllatXJA7l/JCr6ttFEbAEBqNefce4/cBKn1i6it+nG1/lJL/U3zZLeYeAnuI/79Rx6XKbUP+kjtsEWu8k85m7awgsEA4nWNctyCV1XF8nvoh/ccCGJOyG20X5BaAKmF1N5gqb3V36o1g72SvUzFgDN7OaRWBHsNK99oMVfObEcQQcV8tVJenVLrEUFg95Fv1poafCVbtTPlTOfZsGoBpDbMpTZjaUASq5XUevSZD4uwgOTgL8G930dq7yC36wH6HKqXS2uTVWhshbrFlEks7gQe8RKbRxY4Rov9Vc9ONoO9kkVcrYunmdlK9bsDUgsgtWEttVr16xYLJLULHpazs4hu/dmBRlX5S61H30+fL5fv7YjdTKntplVkDIPY+CzXT85B+4nSbGHtbqPl3kMYXCzHKxdIqb0HlyOoutz2wKNPP/3og+b7om+7/xH+fd8tAcXTK/HDzzxjdgnfaUZnOVL75HT/M3wFPcOoF6be8SCtf8RpqfzmQdrggV9Daq/Bb9R7awLOIstP5R8FslL9pVbz8AvLX3Yll29u8Om89e6K+Wql9fpfItZLOAdmC5Pa4xJS+w/nHAgrvBwIkFpQtYX26Vfk9ff7Z4X6vfh7dT2+dL+/1Pokfto+92nSqKe9U/vl9HCaxV1emT1rhfA88LLc4D5IbXmlVr20S0wnwMNmyyi1olvs5XKWLiMQFlZwQkMhqberWGCWWqG0cgqHtK3JptSq4DTZLbaCusXuDJXUes0vBkBouOslS/9e0tSVp/j9g75S65u4VKn1y8lHah2ZvawM24dNcX7lQUht6TdIf6mV5qJLjQv4slQHgstjSe1d3NwV8gFUdOYXh9Rq/Bq0WW5plH+UppyyUmpJfB+0gr0+pWCvUEmt1/xiAITokmW9e+npRx559NmXldS+/OzTjzz8yDNkX75ym7d4+iW+htT65HTXw5T+2YcZ+vkbyuz3Lz5K68m2felWoeT07ZVnHnn46ZfTXobUVlRq5biAv5TWLfZwtv6/r0NqPfqXaeZ0CxVwIAhJ/bt6jQ1btWIohGuB0O9PRb2FA8HjYqmVARUPZIfOqnXxcApXNuYMA6GExO+Vh38lvt4iTuPf3PMr1fHyjKmZlnj6JS5VagPk5OwWI9vmpXuUp0FF3JOl9ZJ0LdASSG1pT7y3qffWeEV7idfQuDOENj0byEh7wHyNo559XVZt3gxh1ea5Kt4tdlxYkgukr1ZobbLI9P5sDgyW3WLyHegiIOwBV4awau/zhERrc//wl1+gtCCE3PpK4IlJxLqX0571Ek//xKVKbYCcHFL765fTXjH7w+58hWcn1W77fdrvVXa3waot/Yn3DvGw7fGOqxWjxfL10axNzwbq6HpOSe3cNS4htXcqqf29Vs4ZY9iqfTFfz6hQ5aVVy3cCrwiEZGEq35/ssWb28jwo3zDJUksL7xI3iZBo7R/FW4QBCBn3K6erF3dSXACHCbys1pni6Z/4WlLrm5NDaima/lkrn2fTXrlV5P+sI+eaKrXX7qThGbXVO8b9ZifM1/U17AD9YyAdNK3a2d2k1P5nxaTWtWaGKGHNdQxhuMMjY4Hp66MzpezOkAa3x5zZK9tlW7UP0utveArIraGwPT3cYJ+44aoFoeMRUyBt7nrR7r162Us8/ROXLrX+OTmk9hEz7ot5SRhYjzhE+v4aK7Vl6aRxZR9L83tVo8ctgr1y1ogu+0n5pTgQPlEOhP0eKbVpv6qAu3VERVXvUXNMsHO0GPkShNSuzDFfTk7Zc0eqnCfhQZq9NjctNLanRzTYrHx0i4HQ8ajfmIJ7Xrb1UfnwTPH0T1yq1AbIySG1j6Z5c5dY9LDj3a41VGrL1EkjhtP6vRWX23Shy72Xn8pHBLI5XzUdCPn6x+JFXmTJCam9RSu3i7+cb8nxldo77CnOH5F6J/vaVrDgyZm9PC6WWjJn5c3B/bdgLwK+Ttz5XML0AO/wBSB0UkuW6CsvUuAA8fL1SW2AnEqR2nsgtbbWLlx4je7w0qTWo59gqfU30jzJ8y2rdu9k8Xpasp3FW3R/fSOlVgj+HcpDYkqtljxTjItYIWx6NbPXI2IE7xr6O49uP/8Qu1z54a+wakHoedhX0cjGeckcUOArtX6JnVJ7v6/UBsrJIbWc2cMObvN2INTkuFrXQl2+easUNf45gNS65Ggx98wz4sUKvmJNI3fN+WofzdYnCauWEt0jX51bvhr+hUuooAMhQzgK7l4jlS3NOugiU+EhsGb2kvPnxAlParJwIPzBHYLwV+Gr/Qi+WhBC6Dp7+dYgMxjc6etA8EvMUvuAbVF5S22gnBxSe4+zW0wze8peNL8/U7Ol9l+lSm3AbjEVRfVf+oKFQmr9cnBMDU7C9UfhqyW1/A/xPsdy2YqubDZA/1CxQFQVlJunHBwBpNZlzezF/XxrRNfZJ3T7+WeaGqFb6Ucr6EhmACqJW17y6ep60Pr9q2d9pdYvscPOveNlX6ktLSeZ2e/tEPw77pMxYebbB3kwQw12IHw0eHZpgkI9Rf8pupC8ArpkFNVtNLpqJ0vtLrd/xvOU1M5JzhZW7Vc0tYt4i+4d2eV7txir4ksVsy+T5QQKB9RcNZbUurKnKQeCDPaim4YY/+sWcyDMpcAKsc/z8pK1yo+rpYxnIK4WaKENQUhTk7/c84g0Nl8Rz6V3PuvXLeaXmJ0EcsztPXxtPO1rA/vlRMte/LUt0688Ivuh73z05afNIRIiu/teqrlDGCg+doGIJEgu7ZW1PPVh2qveYieiqG5L1vNPiXfY+HeLyYle5IbCqt3qVm/R/Xv5bEUP+2pfqpjX1CV9svuV1W1JrbJ25/LLGZL5dHo4WUqtGOYwR8/TxU1htl7pDgQ5vO4jjBYDITVr+aT+/YvPPvviSyL29Vdi7C39/H3ay76+Wr/EoutLpKa/vlIbKCe2W196Vs7sdYtQ4BeffebZl0yZ5oELdnbVTGrv+o1WxvEB+kJqhl2lSorsFvvUWx2E1N7pWqLvYKnd67+9LbXSbkzbT3Ispgs/Vk6ZeTotUEB2ORy9rPI+Vu0aYdXOpyp55I1ggRiTIe88nyzQ88RLKOdV8OWRpRrp7KJ4eia6xUAoue1Z7xlk7nvFDM+6/yW/x37fxNpdZkDXi/f5RSAEyElcouZ0M795xhF2e793fNhL1S6u9hHbnr/WKw7EECqerLuUwQxiLp/53korHAh3Zet5x4Un1c+qle95FN1iHrcQs3+QVt+nPAnlltqXtYoPBpduYh+r9i9qCIPsFuMmkN1i8XKAgfufUmq/rmzjU05Q/vQCSC0IrV37oBpp8KJSSPHz9y/epb0UwMPqk1gNU3jl6VsDDGHwz0m7Vc2bKIfk3q+mWXzpEXOu3Duf5SWvPHtHtZtEsewxoXJiAFZaMTeAK6AE3BmoW2yGfN+h/veAnlR6Tjal9lXNI+Jq6T20yUJq/88NlFr3l87uLbtbzCNuvQ9yrWWnnZ43W7hs98oXmIuJwsnBMNMVIgfCGjfmUgSh5Y77H3zgvjvsR90HHryffz3wsOykuvPhh+8Kmli7k1LTs/FtDz98n19q35zYlr3vQRnapX6pFM7seYGVXTWS2gfKeukvosT/4+IZAhbQOwgCPjEHkFotma3abQuSPXeI2b49/p1pr5lWraaJmb3uUm+lTft5jetGSa0rRzgKcndZwV5PO63dB0VNhdTKl6XV3auGMCSvFL7ahZVvfMpusTWYSxGAaiG1D5b1yv8fKbX0joIzn3wa+LVfdwdyIPAT+KfkcrwjsBB6kudYVq3wsqfdRcLyTxl6VT5n7TMVl9pkXUqtPlrzkdpnTKlNzhlhOxD+IfwpFAmc/A9h1S5K1kIT7EURu/91/52YSxGAGiK1rgUcQXBsJmstPfFvC6S0rr+l+b2qUUa7mm+GeTnoq2acUkudUVvNYWNaOSbE4QFfr3gq9KydIX2y/xCvcXQJqfV4Sy2N0VVSK2cg/56l1pW8YKV0ICwMVVytK3tu2pBTN1hp8QYIAG6O1JLH4LiIOyVnbdxgep1CXIDL0JOrZvj2+DpBV9BIfvG6sECXrzkHwiyPKbWaGO5KcQvlCqtdM5W2GayvqcCzNm0sJDU3Q86sI2Yx93hJretrU2qFV/eksGop8QoV7JUcorja5JswwRfeAAFApUvtw2W8+MRQsL/peoa+iyVgl/9l6HGJcP5XvQRSjgGYR05NDrp9xf/yVS9KZD1xSamlUdWys+nOcnYjTWGpza/IszZtLKzav0qFyePRFgtSMiypfVj4GDLlayLlDOT50rucIaT2kZxAzXFdlqFrjewWE0F2n9zYQAQqO/sOihpZA68FADdWaukJm6X2vhy92y4545TfuC8yhcTMBXM9/k/mn+boybz9K35OR9rKYdW+JKXWlb3Sjggpu1xKqza7Ym9hmGa9rEdODS5uK06p1bqJbrGFKcKq3X1WhKe5PGJi80f8FfV6LcMMIeZP7xKVmafnuG6oVZt/6g9p8zHVDQCVIrX2vKxl0aIDcnhCN11Krd8TM6nKX5Vx6rxoc1hq51N3090BhVC9vVxI7WiXkNr/MOdF+KurAqMQvJymZbcs5cb3yFgLIbXT5PyFltS6ZgqrVs8R48r2npHzkOtSagMayn9/5L6K92dZVq0emiES1zDyZ1/HGzEBgNQ6pVZOb/1oGe0u0ee1lecCWEi+2r8EiG5yZW/zkx3y8X4ppGKmeAnXYP/eI9eCGUpqv9SzhdRuo/eQienCcz3l6sRJFmr5364KWZZSamUon7tAVEfOFOvrQNglZ0s4e0rF4T6Ylub/MiVhHPOO/bwg+bp8tdPl0JHZN1Zq1dsrF7jQ/wbA9UutDJL/pKy2y10qZtbjZqkN1E8jZy54xCeKih/rP6Fgr7v8bE6VYoY9B8IfpDHrcT3g/0LI0jpxbn/0YRJ19tWmnXHsTtnfOiu9D1JqZbukTXELKfjfyv9M+UurVoaFFQupnbIg+YEgUisH1n56HQNrReecK5l9tfMW3lClJQueD8pMV+g9FVyGC6OPQfV2ICTz0M9ZZbO7PGIK2U+TebbsIWTyzQywlezM8nmYHs3m4sPuDPliBf83wHo4REGMEqMY0uGm3j2QVvZ3fvOkY+zb0MXE4jt1L6098JdPyqS0umNeWjEkNm1KnIhMmCLfMEndgfJGoKT2XxyQkfaXmboYgPGoyxN4tNfs63gIl1Ir3pQ+j0aN0IRpZAP+6kbYgOS8+FKMPg611pJbfOYjL31yg212AG60A4Htro/KZFLQcNy/Cp9rMl0dQzgUyv/qcGVv9bfwPMLWfIRi/QNP1kU9MPRAvnIW6dcMj+sPpsI+YD/OX5vR7NKYphcIVTzuDPYSsyr87dqRUh71WjN+2y/tKsfMpk3d2431cnKaUsyMbsK9sVSK8i7xHrVJep54h8TTASLM3PniJT7u63IgTFswU70pfSEHfyx4+OVHXaGPRsjQT7AD4YR86WYIH/J51CFr+gI4hW8Sdz/22N03crvr5rHHHquqDoQvy2R30TWxTfpcx+j6UCG1o4NM8u3VLUaCw0/msyjYSwTd3u7rN6VXaJEBtU1fyRtWTGop/IxdGnulBv6nQxPklC2flkGbPPJlvcJlkfy9cCBM1XXWWqHfc8R8tS9Jq1YU87OQ2slHRP8RNaL/NDprpEZW1DJMFhpL7cyxdXP/+S+y/2SP5ILQ24D0Ijhh1e51hzrI1rXg7I1xCoMgyvXRR4/dyO2um9c++lMVdCCM4at42q4xZXvU2yZ9rsk5+jB6uvaPPvKomQtmeYfVCrNwdn43l3ixwv/yNY7Iqp3Gcw+Q1M7olj3MVNgHyyG1pNY8qELPf9Z+6a1zjpz5ZTKahE/2fpcwa6WvVtxNZHfZJ+ItDOJG8HWOCPY6dkBatbqY2HzaXneAGwBvuCvQ69jLFsi8RkqtqEzax+TVdAn1/UUPhQ/Vy3SlgzJLvFLeI+8Z/3X/HaEKsnXzjPF4UyWktlpL7WhdWrV+9mlgrf1URYa5ZpJHdXKAy93jul+Nr/V7Mp+hq6Db4/7xp24Ss3/E/YfobR9iOkwfdLyl7JoPsHEn2IFwIu5Z50tvbctyfllUwiOs1/uF7eZZJqzatUs1h9TSzUZ4kmeKfr60n/cLq1Y3rVpPgGknxeThFQyIJWUXGrtSSS1Pc+Zxs8fnVI4r5OPDMuI4Ai8uw9LdP5wJTZCta+bPN6T/DUBqb6LUdtPPmM/J5ZFazU2S83FAQ+T+AL5a8WT+STcVdOs3Ba3HxWK2P4c2/ZMupZbfmOOQ2ms+wNKqIcIR8qKv1MphAJ/mm5alx3ULTdAWULTVO8REWZ6zqsuLJ6mVvlpa7FojbG59r5Dah4Q/ZHKhtGqnBghimymltqIyIi1yKq9YSu1X7MKIE4OjPSGJpHXEapDj5RPhqvBY96t/hsSqpUbipwN9IbrFILXV2YGQ8v9YJU6klM2BsFIFbSV/TUFPI79OLpNVqzRsVrZbBt3e4d/dNpPE7Gf9H/ywnDOY0zxHquqQ2mtGbFGkL0vtQv1/B7ZqLX+ph18s/vLtgUX7Wesl5Jrr79KBIIoVwRHTufQ4IbX5yiWcqxwIYrbdqf6CKjsdP6l4HFOylNrTyqr9eSHdrtgncWBXKJ63kxfof/9vXUWjkMzPsHqr5FvSc0Ni1VIfK3elntUR7QWprcZS68o+rhSlTDbWCtG9xX0zJLUj/PtmPGrgwQyPt7k0Wb4iy/3XQFLLb3egIIHjOinXtPy4weZbGB5Os6fS5f62T8+WUstuu1hqd3V70W/iBBEFMN+MAnDl6cJyzXMF8Es865hr97fmEAYK9hJvlpxFEQYu6UnWvxZS+09TaudIR4J/9TzXOU+Me5e0agul1O7X9RQxJjo3FP31dGP429DhX6kbAxmbQmpnupM9yjzfFhIPMYU6cDv+P3VIAKS2WkqtnNZg0vdlC/bK+VT4XEeT1A7nIal+bgczAsH7fdpyQu2nKdjr08BWrZDanSy1U/T/SjMnvBXzIjwgdTAjjgaqfRqXUUq32BDeOt9Pan1iW+nCZstVxjD5+iVetKXWtmqdQxiyOfKC9OeI8OrmCiN9SsFBKbWB3pmWrTwP5Rgt5fipBlKkFfwkpXarro8Rftu/ldG5Xt5I2kl2IAXdYaYLtzTdCD3Sk7E1JAFZVCzPTHx8LzrGbqrU3kEhVA/d4lh890O8xPtqjbibl919i6/UctIoKwSMY8B+S+kcIWG3P2T+/rXI9lYzxzvN5Y4grtvFl1s4oVfxv1VVrIpS69G//1EYZmPKZn+wVP4lh4I780lqM/MDaYuMMfX2hXrEa4tdyTLo9m5/fd79cdrgs1//H3aOnlIzfHmS59rv3qWufLIjhwbvyqcE9Pa3Z3ZJB8Jdfu/nsqbFIk0WXkdh5fLsVewgUOLietF2IGTI4Qlyti6x/GlxU5BSqzulVlm1k/Qlgecw+KR0F6d4e1BGHFfQneEl/+ZACsuBQLOWy9CI+xZW5HH7Gn2LHv0ETRE58oTK2RPHYRbxpLR6ske4LVbuCk23mPArbYfS3kypvf25P39EvGbK3u3PvfaR5FX7eo16TC187TlvqX3szx+9JgcbPfSq3OjOuz/66DlH7n/6SP42s/jTc7crkTbTCWv1NfF5B2WgPSQS/vk5S5R/a1WxKkotTcDKXRIjdW+T4oEHbwl8TcyXQbjJyW4KevpDN/8Lz9Ntnv/LyaWGPZ2sTN6/+QpP8kLyRwxZlENVmfL1f0upTZa9MhQ6wMrj3sV9/kP1oC5K8tWy1H4vpfY/vINTuWvKGtkmnslXyIzIBcneSXnLIMn7o1WiR/8/Mq6WjEd3hiW1KfkstUOU1G7bqqRWRCBMChTsJaZZzC812IvfHjT6lxMkaHQbyPC42SPtXiMrsWCmaI0zSmq3fe9y5XE/5qeLKtBDVdob4dRdaARHlClfi3xR8IozOgVQJOfICW/KWGg5BzyIEYZfwX1wM6X2VSWspnje+ZHFn0z5/a2VSEqiKbURz9ECKcgP/clM8JBTauWG9Pt2RxZ3lCq1j5npXo1Qpb9mVbFKOhB+0Dlg6Y9FXhbZPUEmC/fEsaZ8ubcbeV2HsvIFmDXw69lyRizHQ7NHxgVQeGi2iKvdn+zx2WgXSe3QE6xuk/XtQlTmfJ0jZ/uaJ9yDroVSaoO+50BGIPxFzxdSm+sowXeWBxfPJ7BCZsRv1RmcqYbx0g/xOlwxZYFrwTEptTkuUqA/SqmlZ2ph1Q4pluPHtq1UUiveyTDSX1DNmblKVSjygx4fPmy/viguX8/nps3WF+2Sm3hGS409ZUqtnrxGP6XivzwV6H9acPvtPqMfMoSuuqU7hR4u0j7erXy1cu5f2r1dbjKlhcO7jIWWd8CDeOPwfkwhdhOllmTs1eeee5WE8s8PKan986u0RCx6TRqgUSyTr4mFf3ZKbRQp7au/lRrJcigzes0htTL35yjn54RJ/JwwmV/9dSlS+9qfrXRK6V+1Nv1T1XQgHOEuiUy9wKGMrmcCvWtR2IDzpPzM1PeS5AzJ93kNg4df7SgepqfN9HrfjdCqLxcs7Sbm0B7lcw2Slp0YnjZMP1mfn8IPSKuWbKk59rgzMlrpuh9SyosSk2dSh9XUfBks8Fehlio8VDyEP2rO2y2Vd55SXtcCUvA5ygPpyhYbPyyGMIwRUjvl9Nkx+coB/LSYMJxD0QYnHBFSu1VJbZ6Q2v8dYGCua414i0Lp/WLJC2ezMTn7y+P5bi4iftH+M7vipfiJkLO0Y2eUr5akeNdx2VNW/h4qjqoaMvSA15YZwoZ1C7ubbnkstcpL4FFD4tKOp3rU2Nmyzph77XgRL6vXvXdlyCLJQNmkVnkO7mZRVO5S9YB/x6umpfsYP87Lpb99yJZatnVfVU/5z1kZvfqRQ2otv8RDvJTT3kIuB5ltEKn96E+PRSh5f9Xe9NfCtcFrq54DIVsE2mQ6RumTqpHU/j7QBIlrxJPylF16t73Cujvr7aylHmz3TCm1U9ze5hSbi39ZI7vVyOOY7dNrdoIGYQ3X9RdYcUj6hwip7faJY4ivcBwOjvOU0mXHQ4XVC2n+KS916RYQbwD7RFc2p0d0i81XDkkxZdYMM6LT9UdzskR61hYOhClnRgzZujfuJbtbTET9/naRiEn4p7hzTFoo7e8/+kuLRwRr/YUitDzBn6k9+mJ2iubKVkvO00/OThvxg3BLu3Kkxh6QDmzer9FxomJpFXlnZPJCukNM84pfJZHNd4s/4vvHHFeiTobRC6fIsId9FNwnpPaTsr4TmKLGFi4kt0iQffaey4tiQtiqzT1RwTF1oDKkVmkhm6U+Mzzd/icpdr9+zTfgQEjtnWy+3mIldWZkSe2fTXevJZxClV8tTWpVUb/9k1r2qpUu4tWqKLVkUbBVOzze4xw/9hfR8+PfxZ0sDM3J31MvyYkhYgItL0OErsfv9YXCwpvq5cZ1zRRSSz5RKbU+BhldaxSplanr/z8ltWSfzlo4Wr7aca7ULzcP3R0cfN4Wug1wGNaZAjHJ4TZhHorKKYNssq6MNfcRGZBwxG29a+FL85Hallra+isRVcBiqueJTKdysNeiwXLmMGH/rhR+6UkLuvG719MyZ/oPU17Ar80ZfErPSw7+TJ0sHRBcUlxyhr74/40UtyPhTXZJXf2ntGTTPv2ehupKs39f+R0IHn0R3Y4mL/J+7dtefcaIreL5hI4qW7UnTKv2+ymqL24veRB28+CVmWV1ICz8atbKRXnCCHb7vweI5/LiEcay2T363vniNpLnRmDtzZJaKxD+OVtPb+UIAEIJIGnia7/2k9q7nQL8kHdGz/nmHkGJTdUlDf3ot6U4EH5tq/Ptct2f77CLqTpS6xozWjzvJxcIq3bYEftyIC2aLuKZ3P5X0K45YiT+muRui1lyjnk/8pFk6rM/FvbeFKe963G52dacQl7I+YFerEDRA4vJKNyt0zQGIwrIwsnkCRr1nFn2u3e95j4JyFghtSvkfLJb9f9voers0lxy4pid6sJeIqzaR08I57QcljxD3VZc2ZnWi2tcC8Sg20n/FBOBDzcDv1Sc6/ETwqu7Yr60ZvPFbLuZfpFQ5sDaGSf00V6xDj6xsyKAdaV4L6SeJ/vYcoVb2uP6X6K8h45JqSVnqa7nSgfCrm5a+X21w8TIwGSHrZmh06jYwfHs/KDb1Qi2ate4HDNXsINYT3bNPFuOaY2TxWsu/y/VdcGdtHd+0de0/uxf/pBrrsiI4xd2bs1zL7j5gxgcrusaJbXPOdTyOdXf/5pfJ9hz/tv9iZ70S8/IERJ2h8rK1NCHSotAsJPd4bPpr/9UZaQ2L+uQrp/Yqf9YoOslLLVD9YJkW/hOTxPxRRlBHAgj86mTRPgQDyT7BgspSSAj0jZAuR9dSG03NZntpy6/K++YmEpg31CybUlyRnK/2l75qkQ51IoE8mkxo9+SYFbt90IPV0hV3PrP4ZN2m1dyN/E+BdNFKYcwfCLj5d37pNTuc8tptIZbJbpmSqllAWRPsrhVuFxr5AP9RmnVSqn9+EfpQBgeYA7F3WpgLflY8/mZOj+wVTtDWbW6vlYvmiZjDSgldS/Vlz7aA5bU7lorpfZk+fvFqDZikqDCODsOgW6f+8XdZI1LhWD80RQ814JJsvB9HFf7bx7EMdNVJhGiuBZxLHS6adMjg19fJhm0dNYNU0dEvVluytzvb/6UtRniYcJdzvmBqvprJJxDEe5WKne3LbTKhvQfsPCYGVcQwCTW7g4gtXc7JJQTl0NqvTatOt1i53QHK0T00iHr5CI/7NQgBmS3vWxojkjplq/vFKZXnK8Rl6ukduRu+2TlR3h+Mp+80CV9Ait8bCMaELFfWFukBMN1ki96cJ12RM//k5h5YEyGlCPp1fgh6DWye7jomBejubZm2nN5efSDKiRVjd8qECO/4pdIobHe/EtO3YVi2q5ZMs5K7MpIKYB/SCMj/mO2SuUD/f/KEy7h+fPkfFu6GGwxLC/AwNwCKbXd6Da1a+6UgF0/9FzPFvt8UdLYfDnr+NYeHtGgMh5j5X7ZrFPP7ktZqKza8veLSauWAia+5+5LKWukirnCRnYL7yw7EBaanqNuk5SDeAlVZAs31IK4/LKIkJyBcr4ubmS/BIgacS2cL97G4R7tsYe9cFRF8k1+aw6dirvuv3+XHJtT1sw84mbiKosjOzxFOZDUWtEGoss/qNS++mc7FgxSew2p5ZN+MAVP6js3LkseM4aeqUumiFDOjMDPhfSEuVTPF87DXB/hGCO8EcyItQ6jK1mMLSOzddnCueagW+dmS3WenHGakNphPJ/AdCm8022r1lUg9P/s6WBmrUtM65g2/6AYYsC26GwVg+s+8i/TNpPipwsLVIa3ebqzrzYuWV7xC14WUiu8qt9LqZUCODSN+9x4rpf/pQbISqkVuzNCNkvaH/QF/uOU90pdHJMhrMfJAccAJH/NVi37ZhaPTlYveFghBpW45eTjaSvMW9i8n0RbiUolV8BXy/Ox7dP1v32lq2ACevcxHzN9dzdxnP4oxwB6hHdpzUhpSh+mISszewqn9l69DNOc001rt3ztJN8otgfoy3QV8C1sYfw+cZa4FsxRj0IVn6/sOifUNSWQnnm2sf/pqLu0AGQf6JJZ5CKl1ZdWoijfZAfC3Y7RDLbU+jsQHqNA2j8/FkizQ+hAuOVPVVNqhVz87FzCwzPTjhX7nQ+jpQxQ/5W++P9KL56X1rp+FCYyKTeHEzhWjRFSS9ewDE+Y791RkqHvXbJSeEx30UAG9lHMEe6EvGm2r1aLL5kqfLBFcVqw+RlYZOcdsqR2llQ+uniOS5PpexU8e1qK5Yk4czqX6QvFuU8OhCHmoGJKJhTtY26dAlrOGrUgOcN9hzL0hFd3jtidETki1j/t5QV+z/Td9qnILFI20TaBTFGqOt9UuKS13dboJdOVq6AbX5o/S7UzpZZyKpC3syNjyn/oRwup1Y+uTBtybLcZnyGmJdO56nR8R4jD9CMFTOgLxsj7CUkmBVLnCRfGlLNlmQFO9UTO1fWT3NL+45XJxJ8v7mNsYNOrN9fMljb77ut4B1twX3iZ/AaiQ2CNTo6qyeIM/1EY/mUb/ExjpfUli3X92i6d0exNYVEeHe7dYg4BvOPPUti4W+wWf2vYqbXBusUeC9AtdrvqFrvbUdJHwaU2okp2i82dv3L/KUtXZ6muDwcj5MwmB3d0G7vU+TqDtSek1C7IEQMf0v7h7dMaLU1kshnJOHVcNp4UYXGy1MpRCd18w2pPzuOggH3sAT01Q7gtJ+39UYZ1zjKn9GNTe/7pYGdzhpx8cY6aglG+YFYO6dWPSTNxrfLVCjfziuI4y3E7koeesqfyf+RLe93sJZ0pRluMYDHl4NZM4SjQs++UnfL5sgNNBnm55OSLr8z07TVKVmWTkn3/vWibQHabeliYIxVPGfPz5OX4g/QczNtqSe0R9eQgqlzq46hfD89o8XQxWZcTOwqrmMouniemGv9pND8Z8G7NJ1uTreuClbLIuad5KnhZka1rk8vwZCxd1HQATolTy88VlawmUx/Gh4iVZ1aaOV6kog/b9PwgfeEZnmRxS5WDWJaIO3PcktJ7u3jjbB6qkkcOksn8zKPr//Ppv/UyTmTmLtDPTJ98QA8+wMYR7qEvJlEOs+kefIK9HvI2YZ9TwhYk2MuptY5gr9++FkBqHRFbIgTX1NcI70WBpNa5adUJ9hLn9dDMyV/OItFdOcLq2rbIdIrvkfHLxqQs37DERc/54il++N4svTg3gHPNvIKGsnFqr+LRr2xrjlxbKK+p13wun5QTbMpSFU6SnO4n2ckdzIbFPiFgM6Quu/MnO0YeBLhYfhIiO1sXwVgr5JXOzlMyd35W2pUs9eZfUnlHS3tEdpnROjKJyFQfypOLCaNOTAaZyfbWMVKMEUKRc/S/icb7azfZgSZUMXM0T2w+NG2wnwOBGuSAmm92rH5yvujMGu0XYZuhF7PUThaKpyurdk4e18+1WCrc3JW2VVssv/+ijyGHAO/gosCC4BycYM3qkykmIhNSK3SB1Fd09B3XOe7YtTZT3XdTkk1HBTdkhmuM8sKvWBu4MO9IWRnYMV0XLR/AAztaDWWmYnPcpLQnTal1pizfw3Yy55L5T3HGUlVcco6IJeLZJY4GPXNbkLPkBzc3vK/k0sYnjn2ylYU//rSQ2gJ6spu6q6yv33SzP2TqtZWWO45/HjHy1InwcyAodwGPV3jNNGGF/XmrPWCAA2TVnDK3O4YwiMkKHrPF8m4zowBSK8YhcBYR1hAGzdTkXz/2UWlS+xCXfot3jaqG1HozbMb8XNvQHSqvkABMUbaIvA5X+DgQDkkHQSY5II7Zlw11NexmGfy4WD8tggrm5PiMfBCOiW3qgzceJgwLEWv0pbjWyOBir8acfe6g45POssjO+HeaKbWz1AOdK0fI1ezFskttjPQnzNfHCo+HLmeiZRPxm90HhPVK04O5SaBFV00mi8CUn4UQjpzZbbSMS0j7a7zofZszXUYe5E8RscBr/cJOkw9KqS3Rl+0Vnhr94Frd913cyg8tXMNn9WLp+J2dYs95RQWtsKVWLaJQqvXCR7goiI+Qgvby774n3w7ao9yKM8VNR0jt1yoEY4W62Rx2e1xxKqpNX/S/zshRynImtwX6sq3KmRBYT7wiZemA7pOtul/exUd7AtrxdF89Nv0fdPOQhrzPBPX8sH17dFkftql7b7+4jaxlrb1zofRFk8ieiKM/hfvomNJ5WKjvilukd/MNMKCN6WQjn/samqJSOBCKi4KElgcUUPdaPk0OklM6bsm1bgjT1ekWdgNz/+w1MJdNWF7iHAZ7qzk0ltK95hRRO7b2zj99ZGYU0Kp1jK4lNY0y5fkjq6TgUlslB+aunDN96sjhg82rd8iKzDRl6E6aOn32PBnCNDeg1PLlN4RtL2Fa0fP83p2fL18/2jV6tMu1ZI96Epw8lTv8rdPJtJwyddXlM8v7VFsvVfWAdGbMJ5P4LP8vC6Prj+Wc8vhYbPl50EkURRnT5QP7fDlHi7hUXGuEPM4p0rkjzKMfPaZ2L5nnyS2WMzbkuFjwt4o4M7JmyKrdtVLegtLkQK6pg9P+SL687/8hn6NPCJfwnGmyO0xcnhwx5WsFedRzN8XSST91oTK7rPh98Xx7cop5LFYWyCcH2lPSJzJMHxKLZ823pLZQOWnoXpZapB+j164H8V9T0N6BoWkrHEF75C4RUrpfHoOUDBGOPE/Z/OSnXLBQ3EGmFOsrBmf+25LaYl22jVDoI+4gTkjR18Y75Rkj/SbTZAgwjeYlu9v7CX6pDORL2zZDnCmFUmqneJ0X9LB94A9/OFbWh233PhGXt3itOMum6wXCl51SpM+buv/E53rRL1NG7Of9KBT/dfOt/i8808Re1VGRKXfgX2WbyMxDni8+EegjtThoiIyU2rVyQh/2UHvCJ0z4MTGDi/d0Mw/9Wf3+sz25yx1BppsRWvuc92avPRRQap3TzaipTm83i/7zQ6VK7R1VcboZ0S129ljuirmzZ0yfs18/MNnfzh0ymVR3Ze6xM15SO1yZQLqfHJectvyM02cJW2ZvhjzE65XHcqhuyciPo728rJzv0LMy1xnsPBDvZJBdT5NFgFeydCDP0IvjgvlqRUfdl9KKnCufg0UMQoZ89qUeHZYkeqA+IJ+K9X98dEC9H3F6YXcuge8fUzgoTUQ3iT0cKiOvKMmwtD/MtEzKldIlPHsqdwEOEZcnVe+U36iCbrvkc/fZxW45NOEU9zmRv45MUXIAmNfqcqv956snB7Z8dO4Pl2FQs+Y6rFoptQf2dsvQS6ilt5b4WY2mC3wa23mOkAF34TDzRjSdjckMfqKdaxV8RE0ROUV8zp/krFSJdFvM0gOGgPCEQfPThh1nU5Jc+sXyDjN9rlRnipr4wSteleLvpqXZ3ZeF8g6cNrnYaW169JO0+MsilrtrR/NSU803nd3sjC/YK2d10I/RsJgl8lYxQv9l9px/rzyu+05CTmPhjonuie/zxHmWKW8SP9M9UZippXuNk9UxO6vvLPHqGnNuluFWz29CavXRwdw+Zcb0QmsZ3cTjifc5kLGMV7t36Lup3LiD14jQE9McvipnKLSf9V/7yG/KQmtmRd9JFB1a+5qaeTGw1NLj/5/UJIq/NRcpBRcllSK1NKjiI1XFcJHaxgPX7929uldsGSMQBAfmz5o6MnOIeXENtb6lDR6aOXIyGbtz569YuXVOmmkCzZKPlr4IKV2xQkoFX6Fb9rBNJK48jigTmjJNGJjmmcuG3gH2hJ44xOkGsyE7TcyCPYyfyrnPaonm2SGEd1qwwFqPnic8slNzhbtVeAJXkIDymuJtZtSmsGoL90vNICt4UqHsTJvGJu6PQsSmszqd1Jd0WyisvcHTlDbNYv9zkbLm01b8Iu29KdwFSOYzWdyTxIC0pb5RT9vUzFwFsskm0Q2lQD82acq/9H3mVemRIR9K1UrkDw59o7lp82V5w9JsqT06Tz57J1DkBkviNIqJDnjZdtvHk6HtTkk1m8wzVt4hOIOP2V3UjcVvtsr4xEFdvddtirgBzbbvv/tV+DUfVl+VGs0a4v5ehHfNpZAxTzd7RJt0C5C07U2l8JLf3q3iVTlEYar19DHrtOlOoKk8HTuSLB5rSPW6JXe7RjSvJ3npWL2EhX3lyHlnxI39gL43LsOlPM666vzjAzwibfgp3/aS3gc65X6U1sTwFTPmiVDsZfEcE+jxdfn4Rq7JR67jK1fS0V3rcswF7RbO5gzlOF+yypJa9nMsvS6l1Yvj+XlI3yN646hnzlk7Ml9OJ2TE8xEtGBNHp23p4Sr3PPfc3WKO7sceinKIopjCm3qsHnvOlkoxr/djD/3asZ3U2ufM7xEPyanBLYV1pHLke7tz0d1qym+zpNufs4t87LnnrLR3qCo6a3QT6XvJEBQ9GVxqD+rFgdwDZ4/nrpw/Z9asuccOTB2aFhi6AAd/PEWuztx/1icHvjwnnSFLIvMX32ES4pnXNFTpKe60vmHnN9/sEMbwPCXbZzOlsTyHjSHyqY4ckjaCLIXuHn1J8XAR2FkcONiIJmnZb85ZMFIIpuhkJ5Fxn1TymCl6frQljXKlZohXB0rXBjsJ6Xn7rIwDGMm2ib5bWnvCxCSRnDNSmKS8JyRH83+WHWiThTV7jGfbpYQ/yhK8noFl2f+H+l2kxX9AebznF8qnbTd3RlluUa6z/EFtdJI9xitkf5nFWRUwl5a7Wz8qpJEjkI+6Aka3kp4N4XJ+UAsKhT87TYao/aIvdpkj1Sx7cLAqm6XW0n8RzCFt6Wn6et9CSEOSF8vHg9mH9NE0DQZ1h0119gMc18dSOb9k8lOQeJzxbJCmu6zJx9uU8GZ6RQgmr5VSW8Q26RF3Kc/IbCyWmD1tdCfJFY80PdboP3aT9f63CjOUD2Uy7s9po5JYblPD26RhP9h85wVlG8eNdNDb5eNxsZXqyohTw2tEhM1sOWpD3T+XxpFTpaDH0oXC0OWhEcvMLudMeVEciueEG3eKWMb1nvJ4BMbsyCIxbZSlLq+8uEKuohZnxguJ2526Ag9wl+cOH2M49DJ0uyOuq5ryjmFysU0wqU13edwZye6MbqO7dfMsPRHQK3t2/9b55NOd/HGml+hO/pd5BU7ONN27s+bMW7E1d3/u1hWzh6QNPf6LUItZTs/DbHH2btWPkwYPNk81R1kf88pv1krLb+hx+eYbOvu/lI6FYvMSmFJi97HIx7Pk7fHqbJdDDkggyRCdaj6D/+DZbgo9d7QtI2ugZJvUDGnuHFfaMnqMzGEFjw3WD+vmlTtS3V7mK2/yXCGuc/eLj6kjxboDbH+rjr315nOdmm9hhTILi3bIp+RtbIawrJwRBlA8DQ+QDrw08wFd/SBZ+mGJXkg3oS9Ve8+T9rGqmIwQGaZuXAGe6lNOCgX7F+lFvAz/PC2nuk2T/f25h1wiBGOaQ2qnKeuSazhpuFNqz47wd6fSEaDx0PqRVLGtrP0O/npqmNfdmYM/8uSgtH00mIP9B8qOlxI7VE22MFw/Pcars1RateJ2nuHyBH6CzzA1zLxnSKtdyuYO2Vr71WOYmh+Nmnb7pj10A4pbLtvtpDxHpg2fckb/t13vWSOmUtmpHt6nEyz4o13mc8iP+pF4ukWepkxc6+iGrTo+Rpq+Car9iYSj5vmdHE8HXT/Jis83x6EHRo4QgexZ7gwa5F4y2j3e6Xjw9gh4e1uXCI/AN45rxypE98RZg7X5epgxeJqwYgYP4/N2uzwnfxCjsuOLQyY/d99pOwVerd5K2+qKYRzs2bLNBxcN46irDG/M5eMnDt1pPRj//pmM3bmzZ82YPmvlL/qpWayxgyf/vC2g4ctGlrDlhk2dPT/3mLi97s+UAniAzvdpmWmDD/goLS3OPCv6jknIB5Nr8MzQtCEHeCzDJGUHKoNrktri9GnS3KLCYnGXKCo+asVEjJghHLUjlCzY4+GEbVOyb4/ZozdVXFzbZCAYOylIAjndAdkjJ6/cYaK3S3zmSp8GX7GkD7O2Sa8uJeYuwH+RP3CWUJoivaSRfK6jdt2uxgeIrh/9tHSuKFUSHoL18af10/T4X5xptt40FWpnah8bY0pCjp0ZIseazDJNLuU75+eB7l42yw+j3UKqRLwIHYJuS5e6hU/8mEPgVrDWHFKuYS4ud+XPaqifrnsf0xlmrxjr+lLH4DPRmXhsTq7aqWmqwbd6bz5HaB43e7FUzaN64cfOBMqqHyrvGfI+xWrBiTKnjRxG+a/+Uad3dWSQDFEPQPxoMhWU+iidPbtyuHeZuSxs+6fO5bvHfHqVxDTbD2P6vVbRKb+E1POQOZCHzdIDXtlsNU/RFXxrS1msm70PxBZ5Km7RdWujob8U69t7fL4sg7sJeWfnT+G26cUJj2UO3qrPGKoOwCyxcZHjKlgat/wHzfNDPB2nJT1+oNBkIZs/CG2NP2o6uclSdm+QGxwbMVw0vP7LtEx2p28slvHhS+N4/CU9WdIbNE7x2STK6sVyy9sXxcXregiDGWSIwp/tUN3qSo5h7BZe2lbkR3izbFLLzq7kZNcefsotE8cPiCEQB2ZNtuMYzHClY6YZq1y9QwYP5jQjflbuX+50HjEv95jpYPh37vyPLSuEThupzvSwPYzOyv3TpWdYV+ZnZqDa7J+2wnJScJzZfnULsBLPsYwr25sxWVxcw6TbIdMazDFJt8SdroePhbdA7MapOfLpfqp46p02X9iGHw9NG87W7H6eLEU9qFJNj8t4ZLMhhikTdIrVk6gCY4+vOO7sbTRvVEOdUjtLPWWzR3ilNNCm2bc06Vs9zleRa/SY5B/oMbUnhYbyKOss0xWh+i73nbYkYaQpgCWqx53vTGf2D05TqjtcP+N3+1QH9OMiuot4ZF8PCc6Jo8IUHnZKPyDuKVN+PntGPzXS55yQsiJszeO6KjXTmeCU/DWY73FZ44v1o8vXe9Y7mkVK+CHxt0C3RGp7o+3idqavXDF3SMB7/lRTXr/UpzjXnFph3u2PbOfHDGv/ZljRxNZd4syMaado9eD90hrZ4XZt9zsFrY1y1QJWvX/NP3CKhhmetc/CSfvt64QXnZkvQirnTTugdq/Iy+TZ880Rdv8c2sh/Cz8vPFQoqnpG5Hhg2gjTmqCWHfaLPn8aG+/FJ4WlWywNiqFDZ8lJOlSjCWk/86+QSq3Fc9VbaeuTUav8Bh8Yxo6ySq315EKaGzfakzxmx86NZVNdimPYumLenFnTv5xCnoS5ueaJtXWK18k/dBs9ycin+mPy5B88LHME9bcNsa7GEt3hQD42XOoh2UfDV/7b6mgZcjZwrO82S1AHpw07a7o4TCGbIdVlsnMk8khpHP6y1fQt6KJzZhsnnq+GzA2eZdX/Y76aJguJGMzxm3QLWCH2YxJdo3M5cGKr+VCfyy86sJghhIyuKHlHEW5PKbX76Zl8pGpEq60mm/5S6RkWYrHSkl7ppJgiDV2+Sv9ldvgFJtO373Kko5NthjU0cLDobp9rHyz9mBWHMknVaprX7avEWQrvuOkymDps+P75vqL3JRm+K2V7Z/5LbeTlYsgd5n3AdN9mOfCv0s7BFYF7Ff7lNM7/5TCjh06luO3juR9Ps/sTzB0efNy79tPEeTVbja9zcGb6tGmTtpEOTzlmPzfZt3PZbzFshZjW/Zh5dqXZbZyp7qOzT/E5PkkvO1uHZv5sBp2nnc39eMpx/rqNhv2MdCazz920wT+fmT3b8uflDqWnhJAJ0ENmRNZrj1VvpdV6GcZP6uu9V4yrDcoltT6W7tJvNmzcuDzrsF4x/r1t3qypk0Ywk2ex+GybNnnqCtLKbZm+F0WmMEvXLxc2oTJVSRUmHdPPikDezJGTJksLZ+ocDoTIzc3df+DAsWPHT9EdXlhgp05xrplSzM0TetJZq68ud16adSaK7qlhZ4V4HBAXiYgU1n8RPVwkbCO4DmTkZa5weCt/GU6ujV9oyYizw9nYHXxMBmXxnI9UyZVnh6kLbbKXZkyRj4uTvlSywQ5k6TKcwybm9F/UhT7Eenanp/hJmaaBRP2Eg08NNY202aII0saVasEBh9Wo+PmY/V0o2FQ5v8WZ/We8H46nbv1ZWdRDWdBzp9uX5ikzgGDYz8Kpmils3ynD1fAVm2MjRxw47nswpVU+yfGkQ/kPzp3qvC2c8XoammPbhMcdtylHzsOPz5qyX0nN1K362TnTj3tP2RGAraqh5Y9hPmvZjJ1/9oyvMM31jnucJO5XI/hcmTotc4VdpuqbpNRTf1l5wNp82qmtdIs8vvWMVG9+XJg9bPA8NqL5mDr0/rg6PpmiXXKPzbeOG50ScyY7bp/7p3r1e3Cvr57rqKYwV2ZNUz5pcVhmrdCd+zFtiuOOO4X3KoQSJF5p/tjdEdVcabUvDMMKWd1pGF2uQ2qd3oUfln8zbtmynhuWL+MugvyshJ36dfDL1tlTJ48YPlRebiNmrJDWxWh2u33ykXnKHRNKcMDW5aGzA11Qjms2cyX9yDym/5vO6KF8LQybNHXqFO6+o+crnhR7+ixi2hChyZOFuLGocXgZOaKnyr5h6ihPGzpp6mQSjBmnWN852GL4cfmIOVhYN9OlJ5iFeHCutOeG/Ys1OnNF7oFj9tO9/suxldRP6GV0TfqXfnaeFcshpPPsMe7LG8omYdqQbfupnGkspXNO/et4Lhvk4tl38s/SfBu5Yg7dA46rjrUVph7YNs/gtGks0isyp684ptpm0vxTx1aMTBs+d5b31Z42na7Nn8nPLNwUanLaA3Qpr1A3q+n0PLGCM9l2nOY2O0tm+GDveYlmeR8A52NMrjKEB5sjSqzYr2PqGWXEyum2t3/kx6Ix9g8jSTMVLdepFrTDc+fRifLvYWlD51LiqXNXqDvpGS8v7STaj2GD5e3R4QwYEaiSI4Ypb6eeGSTeZqh3LMW/vaYJMZemDbbaYBj3ShzLTJt8Zv+XXlHq82Y50ot2mJe70tHbnJk2TA2FnzdsEh3WwVtzp88XO8jWxuyzc6eo3WUfxFC/G0eauJhm0bMTnalnuON2aNowcYINnSXv4kOPnxHPSQc4oa6B62WTYVjRUAsNo39lSK2vsSvmaUnZ3u2HnXrAmLElQT2+h3weEE8d259rX7v0spei/3jssf/4f95PavOmSjtpxLazMwanlQKdqyunzeIL+fisL7eZj7xmn7Pz55S5zs3m2LLNF/m2IbZJt5LiEX5eOVIYVGekt2/yv/Xj3DNOdsqsIUPJ1zB/sNzwjPP0HzZs2NChQwZLbbEEZRYnGeK9E8OkLqyYRTJr+hNX6A5xmq9Tr6K0SY4NNd0tuSLiWcxlRkKT+TGZ/ZMnMeItk5Mm+xh6Q4fazkf5IG+KDQWEpE07bV30K6wOInEfEdf2x5Zvgz3ok6dOmzZ9hmD69KDHIlN2jg2Ze+yYn805eMo0uqmIB/KzubmmC59vVUOmyHqNnD537pzZs0b6ZztrlkMUp1KiObOne3mqpvPj1KlJ0k8w3FRpS9Dn+o9InzVjxrSRcjiFbKZZw4Pu1se089MoKmeKX9Uy6aY4xVG3IUFyGDF966kZI6cENBoyPyYyHTYEPc2NHCFqwxUbOnLkyBGZQ0q5AgazVTHFrMbUA1OmHtPPmBZ75rC0j6dPmypWQmqvnyOWq1bTBhrGhMqXWn/n7tj1Y8YsG7tjz/KUMaNTN67nabGKAgltYYK7oDRj12MGtgjnf0FTp94ePyaM3eMr53EgxLQvyVqdQuIycuTH5J6Yt3Lyxx9PnePr6ZuTKUVt8Ah+sD8+2b7Uj/0yg87Y4dvE5DnbzijDZfCkleqBTbyAfCo/yp7K5We3k9JGnT9lxMg5/PuXbVvFI91BYY7nzpghNGllwIgMcqzNV5fHjDOmaTN0/1SfaOWzZ/f/TG60NDWw7ZR1xc0gY+aMaenLnCafsrr6yN6eUdq15ytXFE37ywxLcM3KCDuIk7Mn+bgoesS8FStU/7a89wymxtlf2nXutG+HCMN03lTOIXCgioiMEK03d4S8F/4yIu16GDF7xYptH0+RuW4d4uV7GDlN7MCMaXTgJ80fFnD7efqZrT/LF0LTE/u2yTNyh6dlWns0PNATFVd4krIZV/4yZ9bxuaU+dE1ne1s+459Rt69h/NgypJRbVkDkSbB1288rp87fxp2Qk/kQDfNpvyFmF90xtrQd9RgyAlJbCZwzjKbWWAbD+NopsYrHK09qg0+07EkevWz5MnL27tmXP3758uUbdqwfwyMzxywLJrTJjqDJ7XrJBLeWUFgB50QvZzf12WP79x/42Xzq4w48Yusx6brcTzq5f2suq+X+leQBdky388ux/Qec7rHxe31K6f22MNIT/q/X0lPzZ5C/Yurc4zNGDB8+PDMzc8TkqfM4159X5G7791kq6ez8KR/T0tlUhQMzRk7dtm1qJiWcNHWeKu3n2VPp+ZmrdGz2lJEjJ02dJa+X1JOmJ3burNlb+UmSchqRmfkx9V2fmeVl6QwZak4ZnDZ80gpaO4XsIraQMjPJ5/iz6Zo5M2fKlI85QCTzy/3iOWDypFnHDihP3+TJM5yew/2zJ1NdhS5O9hVbGleYOXvatCmTV84/fuzA7JFkIs5bIR9V9V/kE8upeR8Pmzwyc9Ls/XPmmco/eHKuo9mkB+nYVL/M5x9feWzuyrkjR1Lw3/CPHfLlnXLqyln7vQ/Qz7n8Io60YfPnzRaVmD9pylbLwTz/WO7+yZkzfp7kePCfIR/PV0ybe8Ye0KNvm5w5ed7+43OmHzg7e8RkZ/2GzT6Qqx+YvVI/Nm/6/PkrVHOt/HLa/hUjho2cPXlY5tTZx+dNm39m7vSV++fkrpgyhY7FinnHrH3mmHWOGeDHul/mTvkyVx3GIZnTpoyYdmAaHS+h9IOHjpg3K3PYyKmTh4lfwyfn/jx98jTbpX1mBYWy7Z8x48CxqcMGDxchQZnzZ3w81W7g4/O36dSJq86MEdt+2Q+pvX4uGEZj83tvw1juWGXYNLyJNaTpRH+g3rY9G/MLjxwpLDx6cOPyVTuX+wyWMeO29xSXU2kztEY8xYBrj145xIkZGpa4vV0fdDfrTR8Uwc/lFMcv1kPLDjUCMyhnTpHZf/z48VOnuKv+DH31nrribIWKLaF/+b5+9mO5udu2rhRs3Zr771I2L6x3+9pAgYLHt21T2/0/393Yn3ucnnhzc1fMmztv/optdtzBqVx+ZjmeO39+7gF5q8g9lsuJKNmBILExP+f+/Ms1wmf0f23jHdl2rIw9vftp53Nzfz61/9hZ/QZw9sypM15H+cy1tzl14ID9ePddK0eo0L9pVNK2XLkSSlkZVm2i+b2PYSwOP6ktJ0s27Ny5c2OvVRt37TpdeGjvXr2wpCSQF5gDPIv2smC7f+jmErHapXI4XnyMebPUVDSToSeehxS5fuAxEwlxrB3FCVyxHntcMtB+e5yYHTWE7BHjz9Qurb3u7Hpm7L1GiiJ5h1u+xJ3xQ4WLOeEW02qW6jJawuPzi5ouaV4p7fTdkvgf3OO3LymlTtcKHM/LmCDusDSKbnMIjuTp5boaUGdTXPHsdm7ifSoKnuAHMbAswAUDpbxuThpGK/P7u4YxMYADocnjDaOq7g7ycFwPjSmmocXbN4xbn0pjHpcvW8azPXsP2/T8sHznxp2bNu9dnb8xf8OyjB827ty4J3/XkS35mw4eKT6Z5SaXcHEBDcFJLSzZu2nnplVbDu3bmL8+g7R947hl3eOXb1zvfAMFsSeLTe1GezJ8jXQ55/92/cQR/cS+k35ndfHhjWO6Leu5aucYcU2czFbLl/fwtgEz2Gwt6d3EvjBkMHuxNbX3If1EfoKrV4k5GLNiF2mqnEzN5/pbv6wRy+JYDs9fFeemAQRFS5Qzh7Q+PuFaGjX+0Cr2aRfm017s03cuiftBTmvFO7VK1LTYt7rFHkezngyWcXEZd/Pz9Rl2F8JSYZT3lo8ECaf1Q408nkZH9D0u1w9ju3WjXVoT4BZyaPtOvokm7NquZlag+ZX1xYdEHY4E6mUojj+xd+8u6lXYtG/DT/oPh2iwgW+SI61p96mpW6/aQ+6wE5qr5z4aEiYeUAr7iuO7I0O0UDlvvvF0t+QnwR/2pLu07buO7vO7vxxdTQPX2FahBvYbc7EdSnnd7DCMzub3iYaRgRa5kTcBj5jFZOmy9eN2ZGVtHL9+/M4xXnPbZXTb3oNmYRrdYwcNwOTbwebDG5bHp27cQC+54NVjpD97TIZnO+l9nKtH/vqxSwK9Asbzw8blG1LdtOXG4j1k9e85qJcUny7W95w4WlxScnrV5xsPnS7MX5qyo+eOpcs2pB9KH/vN3o09diQnpyxRFUl2Ldm5aWOKJ24V3V8yxvCwe7eorBlhssSeu4tXurrR6yO278nfs2nPUaXSp+lL8cGDP8T/IN8uIwbN8th9rykPOb8MN+fnXkJBgxvGfbOh14bl68cu95m2IWPHxo3xGeM2FZ8+vavwSOHp04d2H9x9iG5sHnI4xXvcnj3Fp/P39JhQcujE7hOHvzh9ZM/eEzSXQvHRQ5sOHdw5xudMz1i/k++mn2/cmRFgEkQev+zZ3vTQxp17DxbvPbh598H8TXsy/A8o6a2LpwsRW/6wJ3/nzj27juqniwoO7lx1cOcS36kS+QzYvjEhY/TYCXvXu7otG5OsxtUtcU6MoeZDo6ZydROjizPoqHv27CrcQ7UpLDi9u+DgofUTNuyhJUd37jp0aF/Jke92/LBzb/HGHzYdLMhf//mejfyY1c2nvp7RY7ot3blq587PU1btWcXnk8P2oGNI1d+0Z2PPTQfzZZuA62SxYfQzv28wjO5oERCqh4vwe8k2ADeMfoaxRn2NpkkQmqNFAACg0mluGJcT5NcehnESDQIAACFgj2F8I77EFRnGWLQHAACEgBcolmsphdb+rsAwLsSjPQAAIBSs4sDZ8xf5bzpaAwAAQkLtb9U4hcvvoDEAACBUdN94mZwHS9ugJQAAIIRE1I9DIwAAAAAAAHAziXmqDhoBAABCywtZ/dAIAAAQWvpmZaERAAAAUgsAAJBaAAAApdMPUgsAAJBaAACoujRqBqkFAIAQk5VVG1ILAAChlto4SC0AAIRaautAagEAIIRERJDUxkJqAbj51EtIqFUTyqyRvN4vAlYtAGFBb2X23OAya6PlQ09MVhb9VxdSCwCkFoSOTkJq60FqAYDUgtDRndo5K+teSC0AkFpQFmo1i6nAVj2zslpnZcVDagGA1IKy0K5CSkntTLzBX8ebGUT27YLmBABSCwLxelZWw/Jv1UdIbZYMr81qIJY1CRvztv57rXBgQXUmKi6+tp/U1q7v9kpU+974mOsoI6ZevSjHz4jY+nGRwaTWJy3QAs4Wk1ihrRxS27/iUhuR0KRWKG64OLCg2hLR+q1xdNkNTI5zSG1UxwG07N0OphrGdeXfWZ/37Vi/ImXU6/oeb/5h95ZCSdukvD+ec3u7dS1/qa3X9V2RNrUljo1W2pivrCZBV8ZmpQRe8b6X1L4nljWuiMAlZWX97jpqXwtSC2oaMdJ9R4xtaZ3w8X3Vsj7SkE0cYyYKdg2XSodxVhn8s6mVWdbr0b5S+6SV9nMcnNKltnHQle8F06yMAFZtQxWSUC7G0rlR8crHftipIlIb2akxDjyootR6my+9Qe+N5Y+m5gn/Fgnd+wN5UW9xivPXcQPeHV0xqe3IGY0b+P5Yh9SOG/huhkO5LakVaceLtJDa0o5bVmm+2qwgmtU2y0tq+5lSm1URqb2Ot0A+GbhE8j+nlrbZ47B6QZXlKbrOUsmoiWozipwIUWYv9dh2Lk2rS1GYWW3YqKXn+Za8LrJBxw7lLiKR7adWbL7GPi6upMYprUS/W2wSXbD1vaS2iZ22TQ8cneC4rV6t8khtliW1ES0tqW1cQal9v+K17xG4xF7BatKmZ4pLei0icOhB1TSOyAX7gvyaQFfPE0r2xjcxX2AtLsdWWVlPVbwMMpH7RAdeRRkneUntG5bPoup7ZqQ/sl5yXFRTdzm3bRAfUYb7V4LvwuimkYl1SpHax22p7cAffTXz9lYRqR1Y4aZpQSVa3lp3Ul/5QFO/Tz+/msQ9n9pE7k+SNIbfCn7zua6j1eAJ9eVma3kkRKl60iAra7TLfs7vqWSvuykXn4nJTRsEf7BzJfjj0ry7aLLG1fPfMDaeUjZQRZpSS7ba+Hu16uJMbdUgtU0zIW2jXmhl71ZkpDtaaxmvte8Z7LJqnpWl/ObtukYGj9rys2pTuTuxFKm1XOQR8itLba2WTcsntQ3pJQ6N2c8zilTaOwiiVhl1gutZ31GpJO4ni7B9GxGJLnoCiqbIGN7NiAa1pKepQfus4DGBrbKu/bwV+wQ/q1liGlnL2TSd6BYf+1mfQZ3MpQn1KnroI8RTm6ttdDmCNGpJC6PV+BD2BsfD1X3zaGvLqlZfGSoke80dT3ot5aK+SYmB7IbGWf54S0BL5fD1Cnp4/TMzcR+n1LZQ4fXVpN/Km1rtvX7Sr9YtOzVp2GdMUzal6jXr2SUxPsLlalif9eUdWtSkZyLLUK3E5g2aNWjWPTayfSw9QzfRGnSs1YpzaGZpxr18accmSq2q1848CG36RraMbezS6rgiuQgXCZYsO7KxJbVygRC+Oq76KR/GJ73boFY8KV9EnQa1Yhs0bnJvx4613EksBDGJteLoXpjVPEZsM8ZVl9z7CTGu2KioTompA9s1GTu2RYMnG9St5XbHNO/9efwLqbW0qMj46NZPtmrYZczjURGRtV2N47TEruLgR9SKdcd7ZPGxHbNadZVfW0eIZxt25z8hlyRlcYP0aWyeXJGUIlIIU2wDPmlqxfbo+1QE9QTGkNJHtXtibI8kLaKWVju2VWJCragYra4KHIxvMzZrbBdqA34aiHFFRvX94Akp3Im923DWLZXV3yeBXWVNswa2dEcKXa7TvdO93neRpvGq5SNitKjOzTu0qOVyhCp2yBrbsW4k31Ca0wOKWBbTN71uxJPNOMqxbrsO6a2bZXXU6lI8ZYIn6cnU5l3axAziMXyJtTkuJKY+V8vlY19HR8XEaDEdH6/PuxNVKyqhVlxsm7qRCU06tkpq21QcIC3SHREV0TAmiiU+qklMvWZdBo5KrK816dOkVmybOuR/SW4f+WSCK4rbx8w+sn6n+s1jtOhol6n3EVHCto6Ipb+RfGbFcX7UurUiE1tFxsXVT2mScG+92MiknrH3tomPaFZXi6Xzp1YLN90w+3TX6rdJqJ3yZC3Z6hG1uBw6/yKb8xmZmBQRyS0V19YdUYcep3r1SniiYcNaWv2YxnVr1XIl1PV7sHB3ejuWi3e5tLpNEp6gJujSNDZCzgYoEtSO0dqkRsZERmkxEVqdmHvpBplY390yUexIRF3aIxedybVra/WogWubN9qIFvW51nZRMb9rbEfG1K7fIPVeta52VAxXINZdt3VMZPNIrbbLXS8iwR2nxcTRpdnAzZtE1ImIvZdSxTbqGFU7SnM1ifR/Okkyn+CZcbInqrejR5qsl3ZcjxQOzsp6PyWx/FJLktLZ51GvjyNxP6fUkvJ7qq3UJvktGZVVCmYkxtjgSeJb9s4qH1KNeR4EIbWxPT4v86ZvtcwKF8aNt772vd68Phx0jQT9vH+OzgJVH6+j2D80Zfg4Ap7PynrS+jFGetB6qwlNlRRLL22d9qmiRm/X9fFA9PfHO/SWvIId/Xs/sj4f+C4l9ZHap/zSViOprVw6VmirTrjKALgxaEF1MErFYvV2dLh0zsp63EpcuxWJ5Dvl9ds/YXW82f7hzzvWj1AhS15SS89x3aqNG7xvq8gmnWJjYqKjIqOj3B9S279AFlLnTvVpwpfRbVSUMrX/C2N4Xb/XPyiTEWZ+iXIsHK9su1bqd+OYIFu7m1hfu5lf2jgt147yiT75rYFZb/RI+bBfx65tG7+V9f67cnX3hDbiKWbM71Idpnm/d9KzevdJfl7ZC2SF9+7cMVmV9CY7Q54UnXCp3ZM6pnZsLw3xLpRDSoPnO4oY69Fc6vP11B6+O9YT9QJ/6ykd3R3rqrYyQ9X6tWj5PLXk6L49e3bp+MaHPVu46shm6N9XFpjVu1/PVNFSY98bKJ8dqPt3/NiBzmcMWY+x/V4f1KdZE7+Wer45/6V4xHfS+w6yblD241hqH3X8MvpJ07ojPYa8x08iozt2kgfpXX4e+ZAeG3oPyErpYD2hjH1D5ZCVzs36vl3m2IzO6eJLr57ikeb17sL8GtTz3VTepu/AtwdlWSHqtJ/viC9vm5sPJOdIny4fZPX7PGvsO+lPPZ7YPladEOMG0I588OZTMnNq2w+o5PS+SUnp/Tp92JerNjCrayqV3b5pX67iGx1o78Z2a/NZVv83U/qljurXn0z/F0Tr9ekp6mQ9DHXs0OHeF9T3nqkviAK7i515K6v3Z1mdeTeou71jnzdS3kkVJ1cPWj2mmX3n51NJPqV0V7/4YGV169gna+DoPgP6c6uP7ZuVOkC21YeiGcf2GsSNP3pgVsoA2awDR2Vxt2qf97JSur1jPgsOGJsx6I2sz2i5J2UUB5d2eiNVPEyOGsjt58kQhfXL6t+JS6ZafMbN+z4dz1Gjswa9n/VW36yBKVRYf2ob9nolUen925MMjk5K6ELH5HctP7cePXtw1Ru4E9/p1eGpN1M7JftKbSuHI5UeLt9RsmfJ65s+wz+poVto5Y716ucbVGk6LeJ9pLaJGVZf/SCvdw/LGcT3mVg6fG9aPhXLaVSrdq8E4Tav97tYaRuTCygqgW9N0rHoioxxkegoq7mW5vAS8jLyBcaIL63dylnGmdJjSkRkkyjb39O9hfz8nUjbXb0LR3iExgfuGU96IVZNLp4lbsFZjWMjEro7Ynvrezvl28pjGVVfRTlYAdl1WOWfchr/5Dts1UY8QpEbWda6rxgM11W6o+jvZ7IAR+SCF1E97TiwmOfjSo0MaUkeZHYkRjRpamXGItBDi+iW9UKPt+rXayyn9k23Wjaq7P1bohatWsrK1HeML691r9nhFdsscVAncVk1pWfE1D6JTe9N1No00tSEwo2v0XnltrvrYmM8TTS3p25Dx6QlCVGx9hnhTuioLnl2UnYP3ICt3i7rnCf1Zcs2oRq4asUnmHvnts2vpul02iU2iainjkaMzwj7BqpbM6pVlDNHRzO5St33SK1J6wD1alIJV2itMr4wyvu36dKlj/rxpW3J3Rz1bRlNUbLXJ8K6esbRhRvlnE8qqZx7EDXW0c2m/L+t7JmqvaQ2cqzV965Vv5livY17ra6jS9JvYK056jYlYPRsLU9ToaaNaweJpw2mSUpqx7QRIV5ZLePlQXY6yJvWLX1H4ga2kbFijfxuqu84B1W4erYJEjgVz52C5o829pNWXJYdQZYk7vEt5X6kqDNmUCkj5FzXdXRiX+/Q3eeij2p1MyZAqjcmqXIzjE5tajf8h+1aYbj7zYLM1n5us/tKXt/8ZCW9Cu6+0hTr0F31k0WkVyDCloyY0eZdJ0ZatWp0QuvxPlKrkdn9mTNt9YGesp73G/DVLkjiSEspI9yl+IKbBx26ECx+S0kt3TtrvedI3Emr1BEUZXjQsfd8gF1Vh4MrpnfvSA5VSeUzsW6GPOkim7qq/QUZ0lfsYQDITYS7pAclNWnYKt0chSvnNH2jdcMmHcg7M76B9Oj27tC0QWL7PhW5wuLINzK+R5vGjVo+9fpofsLhklo3btyml18EglaHvCfje3LaJ3uNqVYNTY+oHXwW9Rkb9G7Sr1+F5pvpYqtnz6AGpRrnleCQ2ufLvTtNAoygKDORTqntaLvnY4OJPiQCVH0cIUgfxJqyZ3dvJynvqkX3Csi5Ha8k+t3S7dzH+0it1sSe2KZ6zYHwvLODUT3bBX9CrVWrLFLbIMAwa3NlUilxEe/5Sm1SReZguI7hWQMd8zfUamL5p1wVmfgGgCpCW3M0Qe9YexJFpbWfS0Msos27Zl+3pyIPOAlW9KMYy1T7LZVZkuYntVqC1cs7qrrd0lpWdjCZ33CmqI4J5sq2wUTOIbWDzMRPlr/4fgOvw9SMbRJMv/GKelB9qf27Hn369e5inf0p/fvX1hK69O73xvOWjRGR6HmzX58eHSo6VjGxS+++fXp2bSYNmFqtUvv27dWR+mT69e9plhnjlTa9a/Oo6javTxOtkqU2uF3ZMjWqFKl9V5O9YZYuV2CS8chQDNZPiMflCADQru9dYAlaJUttrYo8upvz1Na35iFIaIPDAwCoHrRxjMGrJKntr12P1MbDMQoAqHa0EiFWlSq1/a5Lau8N4OsFAICqTbPKfoNAxaR2kCW1NA62Lg4LAECrbgHMlS21fSsmtf3knEP1xFTEAABQnYge1TMcpJbmy6jbsbYaF1wHhwUAUM2IjKhsqX2rYlKrWTMOxOKoAADANaQ29bqkts51jfcCAIAaQau+FXG1ZlhzJNKEAzFoRQAACAGjnFIbhfYAAICQSO04W2ox4QAAAISC0ZbUuis7+gwAAIAptebclLUhtQAAEBo+g9QCAEDopXasBgcCAADcIKmNhtQCAEBoGGNJrdasMZoDAABCLLUAAABCw1hILQAAQGoBAABSCwAA4NpSOwaNAAAAkFoAAKjyUvsZGgEAAELL+KzRaAQAAAgtb2R1QyMAAEBoqfOkC40AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgJtNdBmWmERGlp6G10eXtl1s0FpEm4mClGEvDpJ3dLT9NzI60itvr43lD7/S6Guk91Z2pnZV5ALfYiJrWym86xkZXVvmTN9UkkgtOpI3p0X2jkbbpUdrsdG+Lco7EG0upSyt5lT1sBaIQiI1mVe0+hcZKTOP1KiaZk3MbaKjrX0U661sqB5cpixM/PBvei1S/qFVIl1t8S+W2iNSFFG7dnRtro1MEm03pGiE2nRgastq8X+yXEdbx2qy1GiVXrV4tCxVkx9ikziZkNuVmiTWPM24RtHqQPJuy3JkXaKd55csl9aJCtVW2XPTUyXlwRXHMdo+LaLNyvKCWNGOqvlriwMgvkWqVV6byYScuUjFRzsyNto83yPVKSR2V1SJc4hU660yI0W7R/LyOF4Xp7Y1r5vIaG6RSHGCyJa71hUIQk56GZaYtG1behpen17adtlBa5FuJgpShr04SN7p6fbftultvfL22lj+8CuNvrb13srO1K6KXOBbTNtRVgrverZNHyVzpm8qSVstvS1vTovsHU23S0/XstN9W5R3IN1cSllazanqYS0QhbTVZF7p6l/btjLzthpV06yJuU16urWPYr2VDdWDy5SFiR/+Ta+1lX9olUg3SvzLpvZoK4oYNSp9FNdGJkm3G1I0wig6MKNktfg/Wa6jrbM1WWq6Sq9aPF2WqskPsckqmZDblZok2zzNuEbp6kDybstyZF3SneeXLJfWiQqNUtlz01Ml5cEVxzHdPi3SzcrygmzRjqr5R4kDIL61Vau8NpMJOXORio922+x083xvq04hsbuiSpxDW7XeKrOtaPe2vHwVr1ultjWvm7bp3CJtxQkiW66UK/Dx8Wvzdki63mQ16rBjR89qK7U5ZVhiMmBA6Wl4fU5p2x0JWoscM1GQMuzFQfLOybH/DsgZ4JW318byh19p9HWA91Z2pnZV5ALfYgYUWCm86zkgp0DmTN9UkgFazgDenBbZO5pjl56jHcnxbVHegRxzKWVpNaeqh7VAFDJAk3nlqH8DBsjMB2hUTbMm5jY5OdY+ivVWNlQPLlMWJn74N702QP6hVSJdgfh3hNpjgCiioCCngGsjk+TYDSkaoYAOTIGsFv8ny3W09RFNlpqj0qsWz5GlavJDbFIsE3K7UpMcMU8zrlGOOpC827IcWZcc5/kly6V1okIFKntueqqkPLjiOObYp0WOWVlecES0o2r+AnEAxLcBapXXZjIhZy5S8dEecCTHPN8HqFNI7K6oEucwQK23yhwg2n0ALy/mdcVqW/O6GZDDLTJAnCCy5YJfgX11m9SbrEbP63qfaiu1hWVYYrJpU+lpeH1hadvpQWtRaCYKUoa9OEjehYX2302Fm7zy9tpY/vArjb5u8t7KztSuilzgW8ymEiuFdz03FZbInOmbSrJJK9zEm9Mie0cL7dILNb3Qt0V5BwrNpZSl1ZyqHtYCUcgmTeZVqP5t2iQz36RRNc2amNsUFlr7KNZb2VA9uExZmPjh3/TaJvmHVol0JeKfTu2xSRRRUlJYwrWRSQrthhSNUEIHpkRWi/+T5TraWtdkqYUqvWrxQlmqJj/EJrpMyO1KTaKbpxnXqFAdSN5tWY6sS6Hz/JLl0jpRoRKVPTc9VVIeXHEcC+3TotCsLC/QRTuq5i8RB0B826RWeW0mE3LmIhUf7U16oXm+b1KnkNhdUSXOYZNab5W5SbT7Jl4uttXVtuZ1s6mQW2STOEFkywW9AluV3GSpfX7Hju5+UutcWE1orDe65hKTuroeV1oaXh9ojbVde/2JYLXQW8pEQcqwFwfJm3JoZP6lZY7UjXWvn3KDur6liY28t2pkZdrOrIpc4FsMfUlSKbzrySlaiL+0hcykLu8obV6XFlk72k4ujBM/uur2jssWbaeL5mlkVqGt1ZyqHmZWoqb8k/PiH+3MrGlBXf13VE1VE3Mb0ThqH8X6RiqbdlQPj653FIU1Fj8a+TV9Y861MZXQqBWna0XJuuqpXIrYw9+JghvrMonMtZFmNwLTgpO1aEXNpCphtTWdLO251MacVUtRzbqiIVpyqXH0I46X0yap+tuckNd25Tx7ydOsLteI1/OBbMn7wuXUlXUR+Wr2AeD/WnBryDRxqukFSbx/4jg2Mk8L2bTyTyOqKacUeyhaQpzO9E2Pk6u8NhM/W8rMW4qjXVeXq8WxjBOnUF21AVdJZs7rG1tlUhGNxXFu1JHXddSTxLbmdcM5eqwzTSwIegWO1vVVHRIbEf1ujtR20/XeflLrXFhN6KJ3vuYSkxa63ry0NLw+0Bpruw/1QcFqob8hEwUpw14cJG/KobP5l5Y5UnfRvX7KDVr4liY28t6qs5XpILMqcoFvMfRlgkrhXU9O8Yb421lXmbTgHaXfLWiRtaOD5MLm4sdi3d5x2aKDdNE8nc0qDLKaU9XDzErUlH9yXvxjkJk1LWhB3yeYNTG3EY2j9lGs76yyGUT1WMz7NUhkxT86+zV9Z861M5XQ+U1O96ZItopLEXs4SBTcWZdJZK6dNbsRmDc42RtvUjNZlVDl0MnyIZfahbN6Q1RTtCf9o1Kb04/mvJw2WaVv4YS8djHnuU6eZi24RryeD+QbvC9cTgtZF5GvZh8A/u8Nbg2ZprlqesEE3j9xHDubp4VsWvmnM9WUU4o9FC3RWZdtojeXq7w2Ez/fkJm/IY62OEHk+S52SpYuNuAqycx5fRerTCqiszjOnfmQahP0CWJb87qRTWGeaWJB0CtwtXVrT7/5Ulu7UaM61VVq39bfvOYSk6d0/cnS0vD6QGus7Zbqi4PVQh8nEwUpw14cJG/K4U3zLy1zpH5b9/opN3jKtzSxkfdWb1qZLjGrIhf4FkNfclQK73pyinHi71u6yuQpfTwX9OZTtMja0SW893LLt0k27B2XLbqE1o03l77NOZnNqephZiVqyj85L/6xxMyaFjxF33PMmpjbiMZR+yjWv6myWUL12ML7tURkxT/e9Gv6tzjXt6hub2ZxuiyRbKe+Ru3hElHwW7pMInN9U7MbgRnHycZlUTNZlVDl0MmylEt9m7MaL6r5lGiIcVzqk/TjSV5Om+zUD3JCXruF89wjT7OnuEa8ng/kON4XLucpWReRr2YfAP5vHLeGTPOkanpBDu+fOI5vmqeFbFr5502qKacUeyha4i1dton+pFzltZn4OU5mPl4c7ad0uVocyyfFKfSU2oCrJDPn9W9bZVIRb4nj/Ob3vO57fY3Y1rxuZFOMU8dBLAh6BW7WT2hhI7WlL6zajNE/u+YSk2R6QCstDa8PtMbaboO+IVgt9GUyUZAy7MVB8qYcPjP/JuvO1GN0r59yg2Tf0sRG3lt9ZmW6wayKXOBbTDJf7Z8FqCenWCb+0hYyk2TeUdo8mRZZO7pBLuwqfuzV7R2XLbpBF83zmVmFDVZzqnqYWYma8k/Oi39sMLOmBcn0fadZE3Mb0ThqH8X6z1Q2G6gee3m/Nois+Mdnfk0/hnMdQyV8tozTLRPJjnApYg83iILH6DKJzPUzzW4EZhknW7aMmsmqhCqHUnMlaLvPZPrPZHvSPyq1K/3oystpkyN6MSfktXs5z0J5miVzjXg9H8hlvC9cTrKsi8hXsw8A/7eMW0Om6aqaXrCT908cx8/M00I2rfzzGf3llGIPRUuI0/kzPqPlKq/NxM9lMvNl4mgn63K1OJZdxSmUrDbgKsnMef0Yq0wqYow4zp/t5HU79Z1iW/O6kU1hnmliQdArME8/CKm9EXytL7jmEpPXyQ1WWhpeH2iNtV2BvjtYLfj86RW8DHtxkLwphwXm39d1Z+qvda+fcoPXfUsTG3lvtcDKdLdZFbnAtxj6ckil8K4np1gv/i7UVSavSwFa8DotsnZ0t1zYS/w4qds7Llt0ty6aZ4FZhd1Wc6p6mFmJmvJPzot/7DazpgWv0/dDZk3MbUTjqH0U6xeobHZTPU7yfu0WWfGPBX5Nv5BzXUglLNjI6TaKZMVcitjD3aLghbpMInNdoNmNwKznZOs3UjNZlVDl0MlSwKV+zVltENV8XZdKQ6X2oh+9eDltUkyLT3Iq/iBK5Gn2OteI1/OB3MD7wuW8Lusi8tXsA8D/refWkGl6qaYXHOL9E8dxgXlayKaVfxZQTTml2EPREgt12SZ6L7nKazPxc4PMfIM42q/rcrU4lr3EKfS62oCrJDPn9V9bZVIRC8VxXnCI1x3SD4ltzetGNoV5pokFga/AN3fsKNZLOMyrj0Nq39uxo6lK0HTHjvfMxPFvLF6/ZfXYDubvlB07umj1ei1Zv51VMTZpwMJv89Yv7dfYa339Pss3r5vY0SrRN9kLO/bQbUFEmiVawV7eC4laHcet3rJ+cXpVDgv+Vl99zSUm7+n6u6Wl4fWB1ljbHeYzInAt9HyZKEgZ9uIgeVMOq82/tMyR+lvd66fc4D3f0sRG3luttjI9bFZFLvAthr4UqRTe9eQU+eIvbSEzeU/fxQWtfo8WWTt6mPdebvmtflq3d1y26GFat8tcKnIym1PVw8xK1JR/cl7847CZNS14j74XmTUxtxGNo/ZRrF+tsjlM9TjN+3VYZMU/Vvs1/bec67dUt9W7ON0uuQ2XIvbwsCj4W10mkbmu1uxGYPI5Wf4uaiarEqocOlm4ErTdapl+tWhJSsqlvks/3uXlshBO+J74kOIoS6Ea8Xo+kPlcLS7nPVkXka9mHwD+L59bQ6Z5VzW9oIj3TxzH1eZpIZtW/llNNeWUYg9FS3yryzbR35WrvDYTP/Nl5rvE0X5Pl6vFsXxXnELvqQ24SjJzXv+tVSYV8a04zquLeF2RXiS2Na8b2RT56jiIBYGvwHet2IMPHFJLnoeWKkFLXfh2mF6qqfXVDSwruHsHvt/r72hag2Izp+IPIu31SXvlwqVKJP2S9bTDH5pZ3WLeCzWtzSb1a0/Hqiu15F275hITcpiNLy0Nrw+0xtpOnBGBa0HuNpEoSBn24iB5Uw5bzL/s2BvvzNv5U24w3rc0sZH3VlusTIvMqsgFvsWMZ0NqS4B6coqD4u8WXWUynneUfrOXztrRIrlwvFnbLd4tytJ10FwqcjKbU9XDzErUVPj/aAH/KDKzpgXj6XuJWRNzG7M4UUiR2g25pS4NxCKRlVetrMpt4Vy3sKf0IKdTJeklag9lHtxYnETmukWzG4E5yMkOHhQPsaoSqhxKLXZwC2d1UJQv2pP+Uanj6cd4Xl5k5rRlvH19FslSuEZF8kAe5GpxOeNlXUS+mn0A+L+DvJ8yzXjV9Gp/thyUx3GLeVrIppV/ttDfLbKmRbIlxOm8hc9oucprM/HzoMz8oFXxLfJ8FzslSxcbcJVk5rx+i1Wm8IqL5XxItRL9tNjWvG5kU1i5bzHX+V2B5ZBaO6m+K8GU0lEnxIL+mtbIETI2UPNZT3znEsv8kpVFapOsXPTiTlVWagv0gmsuMVmk61+XlobXB1pjbVeilwSrBTnYRKIgZdiLg+RNORSYf2mZI7W47X7ts8Ei39LERt5bFViZlphVkQt8ixGbFgSoJ68oFH8LdJXJIt5R+r2IFlk7WiIXfm3WtsC7RUuE/1EtFTmZzanqYWYlaso/OS/+UWJmTQsWSQmUNTG3MYsThaj81JaWbn4tU/kdWJEH/ynUCwo5XaHjMuIiZB7cWJxE5lqg2Y0g/KqcjGJhCzWrEqocSi0qVMBZFYryRXvSPyr1a/rxNS8vcRRoUSJL4RqVyAMpCuRyFsm6iHw1+wDwf4UFVpqvVdObeRfK41hgnhayaeWfAvpbIGtaIltCnM4FfEbLVV6biZ+FMvNCq+IF8nwXOyVLFxtwlWTmvL7AKpOKKBDHWa6jP2Jb87qRTWHlXmCu87sC4xo12qEf4kivuteQ2qeo1B29WiUmfUFfVplSWqKvT23ZqBFFkjXal90jqVWTli+Qu6Mk0V6/JbVF007sNe4npdY3WWyj3iTVXINGLktqvRc2pntGft+2ic1T1ur6vviqKrX0OHLNJSbf0XNLaWl4faA11nbijAhcC36S+jZ4GfbiIHnzk5X59zvdmVo89nzrs8F3vqWJjby3OmxnalZFLvAtRmx6OEA9ecVp8fewmeQ7+Yx7+Dt+zrQreNos/bCdl9Wi8gFZLXXsjkpqZ3XYzJlTmI976pn62+/k52Gv4s3izMTm7jkxszrs1/SHOVd+yj/MhXx72rnV4e90q0CRxJHJd7qV9LRoo9NslZnlqnLMzQ9zVqfFcpGW/lGp39KPbx35OArU1Wn2nVkjPpDiG5fznarLYfv8slrqsJXmW0fTcw6n5XE8bJ4WXntq/n9YphS/ZJt8q/bfe7PDXJ1vrcMuKn5Ynu9ip2TpYoPTVua8/rCz0MN2wfLC+s68EmRDOXI/bK4LdAUG6BYLJLUUE5Yj47C6UybtVXo9O0rznfwjVdcHmPnpy+XsFgNJI2sHSXbNuFqKZ1vqloVMEBZ01aRQL7zmEjssRN9UWhpeH2iNtV1QqZVGzqbgZdiLg+RdyPaj+rtZd6Yu1L1+yg02+5YmNvLeqtDO1KyKXOBbjNi0MEA9NwsDa7NpYBSaaenrZlq0ybnzKrNCOy+rRU0D0Hd31EI7q0IzZ05R6C0Im8ySvYo3i/MqxHdLtaDQr+kLOddCM9NNXlsVbtatAgultWhlstlhf26WHocSu9xCL6llK3OzWr7Z3pdN9GPT5oAFmlK72axRoZlziSqP61Jon1/m/pYUWmk2+TS9Oo6FhY7cHCvtPSzUnX82qf333kwkdGS+WdVRHMtN4hTarDYosTLn9YXOQgvtguWFtdm8EgqdDVy4WbbcpuuT2gb07G72d03U9SyVfm9swGfU1WZ+J+orIaYuOk+QZNeS2thifU8dM+52j76xqkqtv/s0qEPV9FQGTbNF+q2CbxdUaossZ2CQMrboQTzI5ooi4aCTf7d4ORaLvP2MTqeuM1tvJ6nMycrUrIpc4FvMFss96FNPsUL8LTKTKPdf0RanU9L0Npo/irxb1OmAdO6OWmhnVWTmzCmKvAVhi1myV/FmcV6F+G6pFhT5NX2Rch/KTLd4bVVk/pR+UOl4VZk4U26xxbHIuZ+m1BYVmVkVWdsJP+sWa5d8CjSldouZd5Fzj7aouhTZ55e981aaLT5Nr45jUZFPbuZKaw+LdOcfdeh9NpM+6CKvihfJ832Lw6+rFTkzN33XVqFFjnVij7eYV0KRs4GLtsiW23J9Ukuj2paYWzyu7vXpSnJNSUzJ+nbT9h0c07DTzM+a3aaXrmcESXYtqU1y9n/M1EtiIbWQWkgtpLaaSu1bprOVcJ2WvhdK/7qdT8peu9BDZn5vOeR5QZBk15Jactvuzcv78ccff/pp+3ZymDSG1EJqIbWQ2moqtf113Z50krqpIlUwl+YYc2BzxG9IRCK5bYMku5bU9vdubqtqkFpILaQWUltdpLaVkto+uv62uUVEkX5S85HaKAqF2Nw3qSXPW/OTLbXWeB7KZ1GQZNeS2j6QWkgtpBZSWx2l9jNdb2M7SsepsIMJDgt1h6/UkoNgtUsp8T5basdZ7gXpcA2U7FpSS0W/38hBNKQWUguphdRWB6mlR/YX1LKxSi6bUbRWrP1En+0rtV11MTkb087hQCgwdXGxzDtQsq6O+ZUsqXUsbGLG8VZxILWQWkgtpNZLapOVY1XTWp9UUhuRZ4UbtDyhlNgptZ0sqzdug0NqzYFjNKtucUKQZB2tVA6pdS783jn1TIfuiKtFXC3iahFXWy3iauvTRAXjKSK2Xu/DuukE6MFT19Ao2dhUCiHY7vKVWp6m/D0ayBXb9UdntxjpMwUM1OtD1ZwYLFlTmjutia/UOhd2oGPydQcexNCg+3c8gljDaDGMFsNoMYwWq/qjxXh8Fo0HphHHPHuYlNoIMSXjwd08XUzR45qv1Gpi9b4CWr1+hy21PKXy3gKuSMG9wZLV4mlx9shJvCypdS6Ubz8r2bPrqJqsQcMcCJgDAXMgYA6EqjQHQhCprWtOcvm5Pd1M7a+tKYI6aP5S22C7Wru50RZbarubkVoFzYImEyN9vaeb8V5Ig3iPWId2aaKGmb0wsxdm9sLMXlVrZq9gU4PHvktTjhev6uScRFHruJht6M3v19MCSK1W90OaNfL0pr61NafUaknLqbq7BtUNnowEdtUJP6l1LCTq9VvDe533eSsN89VivlrMV4v5aqvafLVEQqMGpr42auQY9FqnPg9TiG7UqJ4jcVyCI9TKOz3LaEKUM0clxbXq+wyl9UnGRN7bUEziZb1bzLlQUqteQoyGtzDgLQw63sKAtzBUvbcwhBRvq7fGg3eL4d1ieLdYTX63GKRWwxtz8cZcvDEXb8wN9RtzIbU3CPH2+WssMRFvqC8lDa8PtMbaLsBb6M38+KX1zYOXYS8OkncXftu9+kvLHKm76F4/5QYtfEsTG3lv1dnKdJBZFbnAtxj6MkGl8K4np3hD/O2sq0xa8I7S7xa0yNrRQXJhc/FjsW7vuGzRQbpons5mFQZZzanqYWYlaso/OS/+McjMmha0oO8TzJqY24jGUfso1ndW2Qyieizm/RoksuIfnf2avjPn2plK6Pwmp3tTJFvFpYg9HCQK7qzLJDLXzprdCMwbnOyNN8UYIlUJVQ6dLB9yqV04qzdENUV70j8qtTn9aM7LaZNVJCuLOZXOVdb1dfI0a8E14vV8IN/gfeFyWsi6iHw1+wDwf29wa8g0zVXTCybw/onj2Nk8LWTTyj+dqaacUuyhaInOumwTvblc5bWZ+PmGzPwNcbTFCSLPd7FTsnSxAVdJZs7ru1hlUhGdxXHuzIeUgrMmiG3N60Y2hXmmiQXXuAIhtSGnkd7omkssn7iux5WWhtcHWmNt94T+RLBa6C1koiBl2IuD5E05NDL/0jJHavE2ozifDeJ8SxMbeW/VyMr0CbMqcoFvMfQlSaXwrienaCH+0hYykzhdaHqjOFpk7egTcmGc+NFFt3dctugTumieRmYVnrCaU9XDzErUlH9yXvzjCTNrWhBH35PMmpjbiMZR+yjWN1LZPEH16ML79YTIin808mv6RpxrIyqhUQtO10IkS+FSxB4+IQrmxuIkMtdGmt0ITAtO1qIFNZNVCVUOpeZK0HaNZPpGsj3pH5UaRz/ieDltkqK/yQl5rRDHnvI0i+Ma8Xo+kC14X7icOFkXka9mHwD+rwW3hkwTp5pekMT7J45jI/O0kE0r/zSiv5xS7KFoCXE6N+IzWq7y2kz8bCEzbyGOtjhB5PkudkqWLjbgKsnMeX0jq0wqopE4zo34kNJMBUliW/O6kU1hnmliwTWuQEht6CkswxKTTZtKT8PrC0vbTg9ai0IzUZAyNm26Rp0KC+2/mwo3eeXttbH84Vcafd3kvZWdqV2VwkItQDGbSqwU3vXcVFgic6ZvKgmNvdrEm9Mie0cL7dJp6E+hb4vyDhRaY5tKrC11VQ9rgShkkybzKlT/Nm2SmW/SqJpmTcxtCgutfRTrrWyoHlymLEz88G96bZP8Q6tEuhLxT6f22CSKKCkpLOHayCSFdkOKRiihA1Miq8X/yXIdba1rstRClV61eKEsVZMfYhNdJuR25bhY8zTjGhWqA8m7LcuRdSl0nl+yXFonKlSisuemp0rKgyuOY6F9WhSaleUFumhH1fwl4gCIb5vUKq/NZELOXKTio71JDtJTdRYHT+yuqBLnsEmtt8rcJNp9Ey8X2+pqW/O6obFoXIg4QWTLXesKDAF+EQo1nJwyLDEZMKD0NLw+p7TtjgStRY6ZKEgZ9uIgeefk2H8H5AzwyttrY/nDrzT6OsB7KztTuypygW8xAwqsFN71HJBTIHOmbyrJAC1nAG9Oi+wdzbFLz9GO5Pi2KO9AjrmUsrSaU9XDWiAKGaDJvHLUvwEDZOYDNKqmWRNzm5wcax/FeisbqgeXKQsTP/ybXhsg/9Aqka5A/DtC7TFAFFFQkFPAtZFJcuyGFI1QQAemQFaL/5PlOtr6iCZLzVHpVYvnyFI1+SE2KZYJuV2pSY6YpxnXKEcdSN5tWY6sS47z/JLl0jpRoQKVPTc9VVIeXHEcc+zTIsesLC84ItpRNX+BOADi2wC1ymszmZAzF6n4aA84kmOe7wPUKSR2V1SJcxig1ltlDhDtPoCXF/O6YrWted0MyOEWGSBOENly17oCQeit/DIsMWnbtvQ0vD69tO2yg9Yi3UwUpAx7cZC809Ptv23T23rl7bWx/OFXGn1t672VnaldFbnAt5i2o6wU3vVsmz5K5kzfVJK2Wnpb3pwW2TuabpeermWn+7Yo70C6uZSytJpT1cNaIAppq8m80tW/tm1l5m01qqZZE3Ob9HRrH8V6KxuqB5cpCxM//Jteayv/0CqRbpT4l03t0VYUMWpU+iiujUySbjekaIRRdGBGyWrxf7JcR1tna7LUdJVetXi6LFWTH2KTVTIhtys1SbZ5mnGN0tWB5N2W5ci6pDvPL1kurRMVGqWy56anSsqDK45jun1apJuV5QXZoh1V848SB0B8a6tWeW0mE3LmIhUf7bbZ6eb53ladQmJ3RZU4h7ZqvVVmW9HubXn5Kl63Sm1rXjdt07lF2ooTRLbcta5AEHKiy7BE83srZnTQ9dGlbRf0eSI62kwUpAx7cZC8o6Ptv5HRkV55e20sf/iVRl8jvbeyM7WrIhf4FhNZ20rhXc/I6NoyZ/qmkkRq0ZG8OS2ydzTaLj1ai432bVHegWhzKWVpNaeqh7VAFBKpybyi1b/ISJl5pEbVNGtibhMdbe2jWG9lQ/XgMmVh4od/02uR8g+tEulqi3+x1B6RoojataNrc21kkmi7IUUj1KYDU1tWi/+T5TraOlaTpUar9KrFo2WpmvwQm8TJhNyu1CSx5mnGNYpWB5J3W5Yj6xLtPL9kubROVKi2yp6bniopD644jtH2aRFtVpYXxIp2VM1fWxwA8S1SrfLaTCbkzEUqPtqRsdHm+R6pTiGxu6JKnEOkWm+VGSnaPZKXx/G6OLWted1ERnOLRIoTRLbcta5AAAAAAAAAAAAAAAAAAAAAAAAoJ1ENAQA1mijo4A2goQEAqNE0hA5CagEAkNoa50B43DAer1qPRlWvxmhkVPlG1xgOhHA0gRuixqgyGhk1BjjcUAHUGI0MILWoMRoZVYbUApygqDIaGTUGONxQAdQYjQwgtagxGhlVRo0BTlBUGTVGIwMcbpygaGRUGVILAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAKp/a7ft9/cNPW1Z90NJrcVyvZZs3LEqJCd+KR3yTn5//hGNB+wk5eas+aBKu9Y3pMnFN3uoJKbH2ovp9l29Zl90pMjwr3KDfN5t+/H58xwjHssiOX6zbsrxvQhhVM7bdG1/k5eeP817a5P1VeTkTnrzmspty5iZ2G/3tzvz8+vaiqDZvffF9Xt63Y57yPme6fb1+87JecZCpakDfy9brh3IcowKTz8tlh58I25r35vp1tH4m5MgaXxkdnsqVUqKa+VJrc9EbF+WSnU3DsL7RWeaZUdDKWth0p9qHN8Omnt9ekVVa5VwYmaEq/31CqctuCl0u+r3vq9Ml6yrMb22nfOKQXHb+BQhV1WeM41VvJYmWLlw1l11sE6YVT7jgJbV19li78UU4Vnes3cymWdXPWnKucfg9M6y2K3zB1NrG56xl/cKlovlGAKn9wqrnnjqlLbsp9PB/tWJ3x1V4qYO5tI2pycbVFChV1ZfaS3nj33jhqQ5vF9ARzVPPig3pJnvuvaSOY+lYF0aHZ8WXG3t3OaR2CVV/efKT6bTMCMPz8h1WrIkvtE/qvfyikto2ZI6d6NOh00QytvLCrsKpVGH93S4deq5ls1stzKOHhi86dehzlD7D5Racf3F79ttjvaU2heq8u9eTyd/Q5+JSlt0kqb16YtWgrhe8pPZy/sQ+KUnte67nZlcupuhC0t3PO3boTze4Sw0gVVWde81XaUZOpKPcTn6faRjF4ti2Js3tG5b17mRcbb/dltqWV1RFXd8axpGwcyE0o3bcrUzXaLf8pKtqd12xK1T3ruFW442k/7XFt3Q6L6RZ25UUtot4hCBTcn2YVLRBLWkoOqQ28gh5w4SF0Idq3CrosptEnJDS806prVPb/Ea1M16XX/uSwoobWoMiw1gAqao+RJGt0l98q03GbBe5sD89boVjZWOLjGzNIbUTDGOD/FaPKp8Ufia4cc7HQ9jYUjCNbnJrwq3GZHS1tx/Re4gv3xnU6IIW5GAKJ6eHt9Qmkd8rXn79wTAmBF12UzkfZMbEHMvoJpfYe6ZdYVyqDYWqPtAVL7txPfRkq1wJdcgcSwzDumYZ5+o6pfaEbRiST25imNW2PrViH59lZL5sNG1eupJiw6zK5NUwPZqLDeMt/nTTXrTQLJO8b9hKLd13Z6qvnQ2jKOiysJTat6jfTnxpQmdFXbXwsGEkQ6CqldRKq/YzR9fSJsNIDb+qtr7CDllbausZxmVTrOgxd0eYVbdnAC1dahjvmt/JKfe7MKvyScMww+bIJePhz7aGcVqzu/SWha3U/mQY3dRXvj3UD7YsLKX2DdOq7e5w4dOlORYCVX0oMH21qwyjt8NC+CzsahqZb6zVnFL7lGHsczyZXwy/m5ifh8DZp0e9/b3CrMp03DPkt0aXjIuxymn7neMZvSBspfaC40mMnsI7BFsWllK7zPTVjnL4OXoZxmoIVLWB3Aa7pdtgh0MF+t7s/tpA9DUuNfGSWuovX2vpMD371g2v+tKjwUAtrt+qvO/HW25k6lZu6q9rYUPCOePK2Hp8Whw2nR8DHdd+IgV7hqvUxlK/l8v8sUY6mgMtC0uppQ7U83LEwteOiDq6s+VDoaoLCbpxRd3r9xlGW3Nxuk/EYjjQ6KLxjuYltTSc4RunUdMw7J4XXuigBoX8pIwreoq1OsoyDCMr3Bo58SCp0+l9VM3Lys083vGAE08ukXCV2gbOxxry07wZZFk4Sm0MmTlvaGZXqvWo08YwDkGiqgnunbZlVWT1jYtwxHXhVtc1RkGUt9SS7b3IWn3WMJqFV4XJF9vHGg90XmhthGH3O3GcR3b4eWkGynFY+U1sN8gH1ulCK6LCVGrJ4j5n/aC4xXeCLAtDqY1Ybu9IjqOXpAWNL4JGVQ9iKAJmWS31g0IQ2zhO4m/DrK4pxpXHNW+ppe78pc6TOMwmQqBn8AvGoX5J7VO/ZbtWU13895rrB4ZF+JE3bQqswWIZtUw3x4fm2rpk8oarVUvO+gvWj8XS/RFoWRhKLd3Nfoq1Hfg9zeWtKSYIIlUtqE1KuyrS8bzbQbNnGlgWXnWNO2vqki21PZ2XWlh0MHuxmwTruxizg8Pqp2nsGLUbbh3MXakV8/t06tAjm76siVSBKeMdD+kXwlVq73U6N8hMTA+yLOykNoKUdmecw83xtvm9fXj1QoIKE0tjg1bZz4MbHI8uo8PO4PrCOB3rK7VdHAFe9Zw9IOEBRaFeMtV/rZLVo44AryVhNKeAOiPOW5Zf45Pqmu/ruOs+YRgnw1Vqoy477rU/yoDrQMvCTWprkWNjdz3N0Vc61uHG2wiZqgbUobHtq11ejzEfOiyAt7UwC64/ly+hcWGH8vN7SVfcBXOuv3Y0H5kWdpFTeY6QjqXKFWc9H9I9o5MWblMg5Dmuc3Efe96eDIG1bW3YBnsdske6saI1DbYsvKQ2kszYAltptTcd+zQwTCdRAuWjHvWIfeu0A9903EP1cIhB9OKK4c1ANggu2T15/cMvZqKXY8qA11X1Prd78mIvh9cwV03ERFgPM02Us6AhPS7UsXuWxoet1K6y+++oP+lSZLBlYSW1rlXeSqs9ST15EfZj0dsQqipPfXLNfhvtMzz/irr0O9Jl5gp/qeU+hCw7QL13mDVxg6uGHmFbuGLccAdq2VhLffeGWY0HOPoZnzB77/dYgUju8+E10YS31NKdbZ9q7s/NXt1Ay8JJamMo2LfgXmeCqAuWf6zh5bDr6QXlJ2Gfr9JqGpm5y+WtNj/8RjC0saBL/+02bRLUA+/FpuY1dal+uDXyFmu6pkZ0AXUXz4vnzCkn6hY7HDZhAo0KvWga2jTt4I/iyyAamVvP7Mc7Fxm2UstTTsi7beJFs9sh0LIwklrul/ZWWk1bRK7baHME2U4oVVWnwSF/peWBY8ZC0qsm6yiAvWnY1t0x3Uwk7UYReTqi374UhoFTbMJefo9s2IjnqY/pXKwZoHZ1LH1tRbezC/XCzalEzViczudFG45Pk3Nj1KPbxG7y08SOvhoO4VJBpZafHC71oYiPDhTQfCgq+LKwkVr3Rn+l1ZqSLbuegrDjsw1rpj1QdVnGbzTJN8myvV3G5UMn+Fk9Q6sKUqsl8dtMzu3heetP3ht+VV3ADXqw4IJjRv3on3jK/X3F7ARJD7sKD+BqXS7eJ14EcNJtDR0kBd7LozF+Che3Uic+b+kGdoE/VZf9vSf5/SF7+J0Rl00/R6BlN4kNXNXL6roTJ+sH/G4p6yo0pzsYxWfLiUOXjTAcsQnKzSovv6d5kGuvs94eE1E1pFZLNYdjFTYLw6pGLbXeZ2KNtqy/Sy268n74VThigvXOI+OgNVHL+6ajfFf9MDJobZarhc1Omq1tuwoCLbtpBq1NguqFdHBUs0OBJD9gttrqKrVaxOv8zqYrG8P6ucVLarVmS9kCOz02Njwr+8JGlqlzCxz+GFf/g2xjrWkflhVut1S8SezST30cr03+3bd8RzvU36WFtdRqsWP5aeHisuaOlIGWhbfUap3FSbOrdwSEquqT2MaJcxbwOs2ausO77s3atPHS1ajGreqH8UlZO7FVA99l9VomhvH73xNatGri68ePadIyrBw09YKcvxH1Wzb2dckGWnYTaOWssqhPA6+rsKUjrbtpc7yaHAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEB1IbH/zGWfB3wlzpMlp1v4LGpRUjL2BtYtYmPJOBwhAEAVUtTUCev2FB3cnNXOa3GCevfbd/5vTIss8H+PamvDyL6RtU4xLrfEsQMAVBWy7Zf4bWhsL25Jb1IsWMyvTvR/OzW9KbzVzZbaiH1GDg4eAKCqsNjxwtRiS2sTzxnnO9Nn03Ne7wYWRJ001mo3W2q1XobRDkcPAFBVpPbEsj6edonNU+mF68Y6U013GJfamIq22GeLVMPw3HyprX0hgL0NAADhifUK8FozSWvVO7b7G0Y/+S32iqH7bPGTcS7y5ksteT6uNMLhAwBUNWLIWdBD6ut5Qzcl+JxxNcYrWbOAonrjpbajYbyPgwYAqHJQzEEf8eUdw/jAXHjSMBp6pRpoGC/Yv9ov2HU0L6u5l9S2Gr1x75G8rNZ2quZZ20/sXNRB04pKvhcLNpcc0rTffZF3oqSekM2JeYcPbviggb2Fq/viHSf2fPe2Ff8Q9+aqgsK9m755yzRlXZeMAhwzAECVY41hpIgve4yr1rN5sWHU90qVZxiWJEbNlP1pl/vZUltn2VW58OpMl0r23mW5ZIHripEvlhwyLkbLbSnzpttVt9ylPpbJelItOqc65TqetzrvzFDfHx0VAQCAquJAOG9cSRBWqWFst5ZeMAyvyNqYyw7n7RJL/8abUltvjx3RsDpCU55fxQSH1E40lNS2uWBv0V/mm3rZWnJZaG3iJTtNB1X4BMPojqMGAKhivGcY34gv/SjqoJ3id1eNC16p2tCoBs0aR2AYu1ObN31ho3HVlNocUseZnZsmJn1BcvkmL2lJX4r7tEpM+voKpTellpJ9kZTYsGGtukWGcX50h8Smyd/TMuF1aEXCerjfE01a9iwguzaOlow1jLP9fpfY9KmUicUd7EiILBw1AEDVos0l44KMq/3O8GK7V7LuhjHT/L6bDFfhJIhgE1VIbRLpZhv1zH/JKOJQhUU0GKKeua0ttZeTZLIPaZlyUbxvGMuVJ+Mb2S0Xtdww3qHP5Y5RE1F2v9hqHDYAQJWi8Tmru+uct9Qu8kpHJu/nmhWLcKGu/Oo6rKSWNDHVTEr6+zgFkV00DLOHbJlDak2L9KxxOdHW7oskpA3ICjajHuIuGnn08YUVh6Y5gx7ycdwAAFWJBoel+UjUMwy9h8kGw+jllfBDy6HKA3QXmos/UFJ7ToilpJOIaCDP725zSZJDaltZer3RynysUGXyDNhzyaw3LtXStKfIo5DewOfmYBiHcOAAAFWIhqS0A9T3J5zit9vXnPzQGt2gDVLOWPU0z1JblxwDRUVFxcxpso5HC8G1BLmuLbVXlSJ3MYyL1hYXxDDgDHJCmEtOk9uWvQ99uF/s3PqMJxx3B8M4giMHAKg6NDlhGB+aPzyGscT8nnDV13KkcAJztsQsRwhAGym1id6+B2OCcNBavVcRttReUot6+mzRTYQWeCE8yA0G/iiiEPYkmZmRuYzAWgBA1aEpBc+O0hxxBRPN730MY5B32h6G8YX6OtrhXOggpTbBX2q72htosbbUXnREMTihyN5xPouaqKRRrd7+/opxpatd5FocOwBAVaGFfNJ3SO0E8/su43IT78Tt7WkV33bYq32k1LouG4cbOqBArbaGsdlh+/pK7ZOGsdS5RW1N60vuYOci54wLT14yjga4JQAAQJjTmgZifeYtpottD+xCn9Q0/8xh9fVxQ0ZzaXIMmegW22Jc8QkVoDEPlxPU93H+UhtzySh2aUFDd/2gglRuY3x77AAAIGzhwVpOpdXqXzX2yG/Re4yLjX3TFxhX66m3Mdh+h15mXO2bhpFXx0zaQFjHNDJhVS3xu+Ulf6nVlpJxGmH+ePxdTUz7bbxulfcCB4+NNV+wE0Ve5UZmbILRHIcPAFAlaOertJq2Q80zEEHjbtP9NhhvTxb+DgssGbEJY6+YUhtNoQxFfdjpUKfTkkvnlGlsfE8xXLG9zhsBpLYp6e+PKfGszKnrrwrnRDKlW9WRxwM37VNgvEef+VfWcJLIJ0m3z0tLOuKCUYzDBwCoGtCkLVdLLD5T8bLFNOKr+dqAztC2dghC1E7utbrACrrGHJjbXMxocOmc+Dhnv+jh4jmS47VXjB2+UqulXJHrRYCB9AN/LqaruXBOTIUgpFYkOS9Svm+5GSbg8AEAqgbbvTr7J8rX0dK3krMcQBARYItDdvxX/G613fI21sxeibus3IrkRGExq9XvfApQWO8ntVpHe3jaj2pQbx97epnl7C9IKrCrWMs53AEAAKqo1Gq1FwvzcXfHgFv0dbzVy9WPJvK6vD3dOV9txAurWDvPr+5udXf1+JGCtA6+G/P/b+/+VRoG4gAAlyKFIqhQBAdJW3Tq4C5OTtrBSfENBHVwEV/DRfBFBHddRJx0K76Bg7iotbXEJm2xDThE69DwfVvC/eMOjiO5+11tENFmZKrNze7fdE/vhk9RRNu+4OShO9t2Hs/6n2PzG5dRoS8Xg6qnnsN7owdMiGB4W1W1H9Igt7R9sLPyQ47Sx8h1YzNBtMwsfueNX5YTd5oXgmIvgMJR/FiuVpKllqeTFc0HhUSSofsg6vFpB4CsOg7blV9lrDXjADRjcRs28oYCyK7SW7ofUuvnm9HKt3LYHIo880drYVg3EkCW7Ybt5RTJo71bn++t+E6F1TE14S68Mg5AtlWrcymn2p7W1pgakE/XAoDMK+1dv3Z3yHYap4HOAPg/+YXFKb0AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAJPmC+t2QlxabuYvAAAAAElFTkSuQmCC",
      "text/html": [
       "<div><img class=\"rx-fig-light only-light\" width=\"693\" style=\"max-width:100%;height:auto\" alt=\"\" src=\"data:image/png;base64,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\"><img class=\"rx-fig-dark only-dark\" width=\"693\" style=\"max-width:100%;height:auto;display:none\" alt=\"\" src=\"data:image/png;base64,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\"><style>body[data-jp-theme-light=\"false\"] .rx-fig-light, body.vscode-dark .rx-fig-light, body.vscode-high-contrast:not(.vscode-high-contrast-light) .rx-fig-light, html[theme=\"dark\"] .rx-fig-light {display:none !important} body[data-jp-theme-light=\"false\"] .rx-fig-dark, body.vscode-dark .rx-fig-dark, body.vscode-high-contrast:not(.vscode-high-contrast-light) .rx-fig-dark, html[theme=\"dark\"] .rx-fig-dark {display:inline !important}</style></div>"
      ],
      "text/plain": [
       "<_NotebookFigure size 2280x1320 with 1 Axes>"
      ]
     },
     "execution_count": 7,
     "metadata": {
      "image/png": {
       "width": 693
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "best.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01-15",
   "metadata": {},
   "source": [
    "The lower panel is the difference between the data and the model.\n",
    "A good fit leaves it as noise of even width across the scan.\n",
    "Look for structure in it: a wiggle at every peak means the peak shape is wrong, and a peak with no tick under it means a phase the model lacks.\n",
    "\n",
    "## Checking an agent's work\n",
    "\n",
    "When an agent runs a fit like this for you, check these in order.\n",
    "The numbers are the rules in the rietx agent skill (`SKILL.md` §4).\n",
    "\n",
    "- **Status and diagnostics first** (rule 9). Ask the agent what each diagnostic means for its answer. \"Converged\" means only that the cost stopped falling.\n",
    "- **The difference curve, region by region** (rule 10). A low Rwp can hide one badly fitted region.\n",
    "- **Rwp last, and only against another fit of the same channels** (rule 16).\n",
    "- **A Le Bail cell needs a structural check** (§2). Where reflections overlap, arbitrary intensities can index one pattern more than one way. Notebook 02 refines the same pattern with atoms."
   ]
  }
 ],
 "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"
  },
  "rietx": {
   "version": "1.10.0.dev0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}