{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# CIAO Workshop Exercises\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This Jupyter notebook uses the `bash_kernel`.  Users will need to have this kernel installed before they can run the commadns in this notebook.\n",
    "\n",
    "CIAO 4.12 users with `pip3` can use the following commands to install `bash_kernel` into their CIAO installtion:\n",
    "\n",
    "```bash\n",
    "pip3 install bash_kernel\n",
    "python -m bash_kernel.install --sys-prefix\n",
    "jupyter kernelspec list\n",
    "```\n",
    "\n",
    "after which they can then run\n",
    "\n",
    "```bash\n",
    "jupyter notebook\n",
    "```\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Introduction\n",
    "\n",
    "These exercises are designed to familiarize students with Chandra data and some of the basics of X-ray data analysis using CIAO with Chandra data.\n",
    "\n",
    "Students will use a variety of tools and scripts to perform typical Chandra data analysis tasks.  These exercises are not intended to be a Cookbook for all Chandra data analysis, but rather are meant to expose students to basic X-ray analysis techniques.\n",
    "\n",
    "Students should already have CIAO installed on their systems.  The exercises here have been developed with CIAO 4.12, using the contrib-4.12.4 scripts package, with Chandra CALDB 4.9.2.1.  Students should also have MARX installed.  These exercises have been developed using MARX 5.5.0.  The install_marx script in CIAO can be used to automate the installation process.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "#\n",
      "# Name                    Version                   Build  Channel\n",
      "caldb                     4.9.2.1                       1    https://cxc.cfa.harvard.edu/conda/ciao\n",
      "ciao                      4.12.0           py37h04863e7_0    https://cxc.cfa.harvard.edu/conda/ciao\n",
      "ciao-contrib              4.12.3                     py_0    https://cxc.cfa.harvard.edu/conda/ciao\n",
      "ds9                       8.1                           1    https://cxc.cfa.harvard.edu/conda/ciao\n",
      "sherpa                    4.12.0           py37h04863e7_0    https://cxc.cfa.harvard.edu/conda/ciao\n",
      "\n",
      "System information:\n"
     ]
    }
   ],
   "source": [
    "ciaover | egrep -v $USER"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Getting to know Chandra data\n",
    "\n",
    "In this section students will obtain Chandra data and learn some techniques to inspect the quality of the data and how to reprocess their dataset.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Download Dataset"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 1\n",
    "\n",
    "Obtain the standard data distribution for Chandra OBS_ID 13858.\n",
    "\n",
    "> Q: How did you obtain the data (Chaser, download_chandra_obsid, FTP)?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading files for ObsId 13858, total size is 68 Mb.\n",
      "\n",
      "  Type     Format      Size  0........H.........1  Download Time Average Rate\n",
      "  ---------------------------------------------------------------------------\n",
      "  vv       pdf        32 Mb  ####################            4 s  8581.5 kb/s\n",
      "  evt1     fits       22 Mb  ####################            3 s  8520.5 kb/s\n",
      "  evt2     fits        5 Mb  ####################          < 1 s  6172.2 kb/s\n",
      "  asol     fits        4 Mb  ####################          < 1 s  5480.5 kb/s\n",
      "  mtl      fits      640 Kb  ####################          < 1 s  2349.6 kb/s\n",
      "  bias     fits      493 Kb  ####################          < 1 s  2767.6 kb/s\n",
      "  bias     fits      450 Kb  ####################          < 1 s  2956.8 kb/s\n",
      "  bias     fits      436 Kb  ####################          < 1 s  2025.6 kb/s\n",
      "  bias     fits      422 Kb  ####################          < 1 s  2956.6 kb/s\n",
      "  cntr_img jpg       371 Kb  ####################          < 1 s  1769.7 kb/s\n",
      "  osol     fits      368 Kb  ####################          < 1 s  2532.6 kb/s\n",
      "  osol     fits      368 Kb  ####################          < 1 s  2040.8 kb/s\n",
      "  stat     fits      360 Kb  ####################          < 1 s  1803.9 kb/s\n",
      "  osol     fits      358 Kb  ####################          < 1 s  2338.8 kb/s\n",
      "  eph1     fits      308 Kb  ####################          < 1 s  1813.1 kb/s\n",
      "  eph1     fits      303 Kb  ####################          < 1 s  2323.5 kb/s\n",
      "  eph1     fits      283 Kb  ####################          < 1 s  1646.0 kb/s\n",
      "  aqual    fits      250 Kb  ####################          < 1 s  2019.0 kb/s\n",
      "  osol     fits      129 Kb  ####################          < 1 s  819.1 kb/s\n",
      "  cntr_img fits       77 Kb  ####################          < 1 s  825.9 kb/s\n",
      "  full_img fits       52 Kb  ####################          < 1 s  462.1 kb/s\n",
      "  full_img jpg        42 Kb  ####################          < 1 s  384.5 kb/s\n",
      "  vv       pdf        35 Kb  ####################          < 1 s  334.3 kb/s\n",
      "  oif      fits       23 Kb  ####################          < 1 s  245.6 kb/s\n",
      "  bpix     fits       11 Kb  ####################          < 1 s  127.1 kb/s\n",
      "  readme   ascii      11 Kb  ####################          < 1 s  142.8 kb/s\n",
      "  eph1     fits        8 Kb  ####################          < 1 s  125.6 kb/s\n",
      "  flt      fits        6 Kb  ####################          < 1 s  86.3 kb/s\n",
      "  fov      fits        6 Kb  ####################          < 1 s  100.8 kb/s\n",
      "  msk      fits        5 Kb  ####################          < 1 s  69.8 kb/s\n",
      "  pbk      fits        4 Kb  ####################          < 1 s  57.6 kb/s\n",
      "\n",
      "      Total download size for ObsId 13858 = 68 Mb\n",
      "      Total download time for ObsId 13858 = 12 s\n",
      "\n"
     ]
    }
   ],
   "source": [
    "/bin/rm -rf 13858\n",
    "download_chandra_obsid 13858"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Students may want to uncompress, gunzip, all of the files in the top-level directory, along with the primary and secondary directories at this point."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "gunzip 13858/primary/*gz\n",
    "gunzip 13858/secondary/*gz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "download_obsid_caldb\n",
      "          infile = 13858\n",
      "          outdir = ./CALDB\n",
      "      background = no\n",
      "         missing = no\n",
      "         clobber = no\n",
      "         verbose = 1\n",
      "            mode = ql\n",
      "\n",
      "Retrieving files for CALDB_VER = 4.9.2.1\n",
      "Retrieving CALDB index files\n",
      "Processing infile=13858/primary/acisf13858N001_evt2.fits\n",
      "Retrieving CALDB data files\n",
      "    Filename:                               0------------------1\n",
      "    telD1999-07-23geomN0006.fits            ####################\n",
      "    telD1999-07-23aimptsN0002.fits          ####################\n",
      "    telD1999-07-23tdetN0001.fits            ####################\n",
      "    telD1999-07-23skyN0002.fits             ####################\n",
      "    telD1999-07-23sgeomN0001.fits           ####################\n",
      "    hrmaD1996-12-20axeffaN0008.fits         ####################\n",
      "    hrmaD1996-12-20vignetN0003.fits         ####################\n",
      "    acisD1997-04-17qeN0006.fits             ####################\n",
      "    acisD2010-02-01qeuN0007.fits            ####################\n",
      "    acisD2000-11-28badpixN0004.fits         ####################\n",
      "    acisD1999-08-13contamN0013.fits         ####################\n",
      "    acisD1996-11-01gradeN0004.fits          ####################\n",
      "    acisD2000-01-29grdimgN0001.fits         ####################\n",
      "    acisD2000-01-29gain_ctiN0008.fits       ####################\n",
      "    acisD2005-07-01evtspltN0002.fits        ####################\n",
      "    acisD2010-01-01ctiN0009.fits            ####################\n",
      "    acisD2012-05-01t_gainN0008.fits         ####################\n",
      "    acisD1999-07-22subpixN0001.fits         ####################\n",
      "    acisD2000-01-29fef_pha_ctiN0004.fits    ####################\n",
      "    acisD1999-09-16dead_areaN0001.fits      ####################\n",
      "    hrmaD1996-12-20reefN0001.fits           ####################\n",
      "    acisD2000-01-29p2_respN0008.fits        ####################\n",
      "    hrmaD1996-11-01wpsfN0001.fits           ####################\n",
      "    acisD2000-01-29osip_ctiN0006.fits       ####################\n",
      "    acisD2002-11-15gtilimN0004.fits         ####################\n",
      "\n",
      "Be sure to source the new setup scripts to\n",
      "use these CALDB files.\n",
      "\n",
      "(t)csh:\n",
      "source ./CALDB/software/tools/caldbinit.unix\n",
      "\n",
      "bash:\n",
      "source ./CALDB/software/tools/caldbinit.sh\n",
      "\n"
     ]
    }
   ],
   "source": [
    "download_obsid_caldb 13858 ./CALDB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "export CALDB=`pwd`/CALDB\n",
    "export CALDBCONFIG=`pwd`/CALDB/software/tools/caldb.config\n",
    "export CALDBALIS=none"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Review V&V Report"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 2\n",
    "\n",
    "Read the Chandra Verification and Validation report in the top level directory of the data distribution: axaff13858N001_VV001_vv2.pdf\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] 10390\n"
     ]
    }
   ],
   "source": [
    "acroread 13858/axaff13858N001_VV001_vv2.pdf  &"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Summarize the V&V comments: **Joint Proposal: NRAO**\n",
    "\n",
    "> Q: What is the target of this observation? **SDSS J091449.05+085321.1**\n",
    "\n",
    "> Q: What is the sequence number SEQ_NUM of this observation? **702584**\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "acroread: command not found\n",
      "\n",
      "[1]+  Exit 127                acroread 13858/axaff13858N001_VV001_vv2.pdf\n"
     ]
    }
   ],
   "source": [
    "echo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Display data in ds9\n",
    "\n",
    "Locate the event files.  There are two event files included in the standard data distribution.  The Level 1 event file, evt1, is in the secondary/ directory, the Level 2 event file, evt2,  is in the primary/ directory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "13858/primary/acisf13858N001_evt2.fits\n",
      "13858/secondary/acisf13858_000N001_evt1.fits\n"
     ]
    }
   ],
   "source": [
    "/bin/ls -1 13858/*/*evt*.fits"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 3\n",
    "\n",
    "Display the Level 2 event file using ds9.  Make sure to use Log scale."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] 10425\n"
     ]
    }
   ],
   "source": [
    "ds9 13858/primary/acisf13858N001_evt2.fits -scale log &"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q:  Using the cursor, record the coordinate of the bright source in the center of the image: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 crosshair 4103 4115\n",
    "xpaset -p ds9 saveimage png ds9_01.png \n",
    "display < ds9_01.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "9:14:49.1404 +8:53:20.741\n"
     ]
    }
   ],
   "source": [
    "xpaget ds9 crosshair wcs fk5 sexagesimal\n",
    "xpaset -p ds9 mode region"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 4\n",
    "\n",
    "By default, ds9 only shows part of the Chandra dataset.  Use the Bin menu to bin the data by a factor of 4 and then by a factor of 8.\n",
    "\n",
    "Binning is different than Zooming.  Zooming is done to the image (so after the event file has been binned).  Set bin=1, and then zoom to ⅛.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 bin factor 4\n",
    "xpaset -p ds9 saveimage png ds9_exercise04_a.png\n",
    "display < ds9_exercise04_a.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 bin factor 8\n",
    "xpaset -p ds9 saveimage png ds9_exercise04_b.png\n",
    "display < ds9_exercise04_b.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 bin factor 1\n",
    "xpaset -p ds9 zoom 0.125\n",
    "xpaset -p ds9 saveimage png ds9_exercise04_c.png\n",
    "display < ds9_exercise04_c.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q:  Describe why the Bin 8 image is different than the image Zoom'ed by ⅛: \n",
    "\n",
    "**Zooming takes the default 1024x1024 image and samples every 8th row and column to create the display.  Binning rebins the original event file with 8x8 pixels.***\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 5\n",
    "\n",
    "ds9 bins all the events in the event file into an image.  That includes all events for all time and with all energies.\n",
    "\n",
    "Use the Bin → Binning Parameters menu to add an energy=500:7000 as a Bin Filter.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 zoom to 1\n",
    "xpaset -p ds9 bin filter 'energy=500:7000'\n",
    "xpaset -p ds9 saveimage png ds9_exercise05_a.png\n",
    "display < ds9_exercise05_a.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Describe the difference in the images compared to the unfiltered image:   **Less background noise, max pixel value is lower (see colorbar scale compared to above)**\n",
    "\n",
    "> Q: What unit is energy in?  **eV**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try different energy ranges"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 bin filter 'energy=2000:10000'\n",
    "xpaset -p ds9 saveimage png ds9_exercise05_extra1.png\n",
    "display < ds9_exercise05_extra1.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try different time ranges"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0047 \u001b[01;31m\u001b[KTST\u001b[m\u001b[KART               456518974.4871399999 [s]       Real8        Observation start time (MET)\n",
      "0059 \u001b[01;31m\u001b[KTST\u001b[m\u001b[KOP                456536836.1380900145 [s]       Real8        Observation end time (MET)\n",
      "0085 STARTBEP             301280942                      Int4         BEP timer value at \u001b[01;31m\u001b[KTST\u001b[m\u001b[KART\n",
      "0086 STOPBEP              1808980142                     Int4         BEP timer value at \u001b[01;31m\u001b[KTST\u001b[m\u001b[KOP\n",
      " --  HISTORY               PARM  :tstart=\u001b[01;31m\u001b[KTST\u001b[m\u001b[KART                                           ASC00210\n",
      " --  HISTORY               PARM  :tstop=\u001b[01;31m\u001b[KTST\u001b[m\u001b[KOP                                             ASC00211\n"
     ]
    }
   ],
   "source": [
    "dmlist 13858/primary/acisf13858N001_evt2.fits header | grep TST"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 bin filter 'time=456520000:456530000'\n",
    "xpaset -p ds9 saveimage png ds9_exercise05_extra2.png\n",
    "display < ds9_exercise05_extra2.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1]+  Done                    ds9 13858/primary/acisf13858N001_evt2.fits -scale log\n"
     ]
    }
   ],
   "source": [
    "xpaset -p ds9 quit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Inspect headers\n",
    "\n",
    "Most Chandra data products are FITS files, specifically FITS binary tables, with extensive headers that fully describe the dataset.    Students should become familiar with some of the basic keywords and tool used to examine those keywords \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 7\n",
    "\n",
    "Open the Level 2 event file in prism\n",
    "\n",
    "The EVENTS extension is automatically selected.  The Header Keywords are shown in the top, right pane. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] 10920\n"
     ]
    }
   ],
   "source": [
    "prism 13858/primary/acisf13858N001_evt2.fits &"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import prism_exercise7.png\n",
    "display < prism_exercise7.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Record the value for the following keywords:\n",
    "- `MISSION  `: **AXAF**\n",
    "- `TELESCOP `: **CHANDRA**\n",
    "- `INSTRUME `: **ACIS**\n",
    "- `DETNAM   `: **ACIS-5678**\n",
    "- `GRATING  `: **NONE**\n",
    "- `DATAMODE `: **FAINT**\n",
    "- `READMODE `: **TIMED**\n",
    "- `DATE-OBS `: **2012-06-19T18:49:34**\n",
    "- `OBSERVER `: **Dr. Kayhan Gultekin**\n",
    "- `ONTIME   `: **15069.1001159**\n",
    "\n",
    "\n",
    "> Q: What units are the ACIS focal plane temperature, FP_TEMP, recorded in? **K**\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1]+  Done                    prism 13858/primary/acisf13858N001_evt2.fits\n"
     ]
    }
   ],
   "source": [
    "xpaset -p prism quit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 8\n",
    "\n",
    "Use dmlist with the header option to display the header.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[01;31m\u001b[KASCDSVER\u001b[m\u001b[K             8.4.5                          Processing system revision\n",
      "\u001b[01;31m\u001b[KSIM_\u001b[m\u001b[KX                   -0.68282252473119 [mm]      SIM focus pos\n",
      "\u001b[01;31m\u001b[KSIM_\u001b[m\u001b[KY                                   0 [mm]      SIM orthogonal axis pos\n",
      "\u001b[01;31m\u001b[KSIM_\u001b[m\u001b[KZ                     -190.1400660499 [mm]      SIM translation stage pos\n",
      "\u001b[01;31m\u001b[KRA_PNT\u001b[m\u001b[K                     138.7056392802 [deg]     Pointing RA\n",
      "\u001b[01;31m\u001b[KDEC_PNT\u001b[m\u001b[K                      8.8865713396 [deg]     Pointing Dec\n",
      "\u001b[01;31m\u001b[KROLL_PNT\u001b[m\u001b[K                   241.1563944238 [deg]     Pointing Roll\n",
      "\u001b[01;31m\u001b[KRA_NOM\u001b[m\u001b[K                     138.7056392802 [deg]     Nominal RA\n",
      "\u001b[01;31m\u001b[KDEC_NOM\u001b[m\u001b[K                      8.8865713396 [deg]     Nominal Dec\n",
      "\u001b[01;31m\u001b[KROLL_NOM\u001b[m\u001b[K                   241.1563944238 [deg]     Nominal Roll\n",
      "\u001b[01;31m\u001b[KDTCOR\u001b[m\u001b[K                    0.98693426381071           Dead time correction\n",
      "\u001b[01;31m\u001b[KCALDBVER\u001b[m\u001b[K             4.4.10                         \n"
     ]
    }
   ],
   "source": [
    "dmlist 13858/primary/acisf13858N001_evt2.fits header,clean | \\\n",
    "  egrep '^._TARG|^.*_NOM|^.*_PNT|^SIM_|^DTCOR|^ASCDSVER|^CALDBVER'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Record the value for the following header keywords: **see above**\n",
    "\n",
    "> Q: This is an \"ACIS-S\" observation.  How can you tell this from the event file header information?  **There is nothing in the header that says this is an\n",
    "'ACIS-S' observation directly.  The value of the `SIM_Z` keyword indicates that\n",
    "the aim point is located on the ACIS-S array**"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.14104\n"
     ]
    }
   ],
   "source": [
    "dmkeypar 13858/primary/acisf13858N001_evt2.fits TIMEDEL echo+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "dmmakepar 13858/primary/acisf13858N001_evt2.fits[events] \\\n",
    "  dmmakepar_exercise08.par clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[01;31m\u001b[Kascdsver\u001b[m\u001b[K='8.4.5'\n",
      "\u001b[01;31m\u001b[Ksim_\u001b[m\u001b[Kx='-0.68282252473119'\n",
      "\u001b[01;31m\u001b[Ksim_\u001b[m\u001b[Ky='0'\n",
      "\u001b[01;31m\u001b[Ksim_\u001b[m\u001b[Kz='-190.14006604987'\n",
      "\u001b[01;31m\u001b[Kra_pnt\u001b[m\u001b[K='138.70563928021'\n",
      "\u001b[01;31m\u001b[Kdec_pnt\u001b[m\u001b[K='8.8865713395653'\n",
      "\u001b[01;31m\u001b[Kroll_pnt\u001b[m\u001b[K='241.15639442377'\n",
      "\u001b[01;31m\u001b[Kra_nom\u001b[m\u001b[K='138.70563928021'\n",
      "\u001b[01;31m\u001b[Kdec_nom\u001b[m\u001b[K='8.8865713395653'\n",
      "\u001b[01;31m\u001b[Kroll_nom\u001b[m\u001b[K='241.15639442377'\n",
      "\u001b[01;31m\u001b[Kdtcor\u001b[m\u001b[K='0.98693426381071'\n",
      "\u001b[01;31m\u001b[Kcaldbver\u001b[m\u001b[K='4.4.10'\n"
     ]
    }
   ],
   "source": [
    "pdump dmmakepar_exercise08.par | \\\n",
    "  egrep -i '^._TARG|^.*_NOM|^.*_PNT|^SIM_|^DTCOR|^ASCDSVER|^CALDBVER'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     (\u001b[01;31m\u001b[Kascdsver\u001b[m\u001b[K = 8.4.5)           Processing system revision\n",
      "        (\u001b[01;31m\u001b[Ksim_\u001b[m\u001b[Kx = -0.68282252473119) SIM focus pos [mm]\n",
      "        (\u001b[01;31m\u001b[Ksim_\u001b[m\u001b[Ky = 0.0)             SIM orthogonal axis pos [mm]\n",
      "        (\u001b[01;31m\u001b[Ksim_\u001b[m\u001b[Kz = -190.14006604987) SIM translation stage pos [mm]\n",
      "\u001b[01;31m\u001b[K       (ra_pnt\u001b[m\u001b[K = 138.70563928021) Pointing RA [deg]\n",
      "\u001b[01;31m\u001b[K      (dec_pnt\u001b[m\u001b[K = 8.8865713395653) Pointing Dec [deg]\n",
      "\u001b[01;31m\u001b[K     (roll_pnt\u001b[m\u001b[K = 241.15639442377) Pointing Roll [deg]\n",
      "\u001b[01;31m\u001b[K       (ra_nom\u001b[m\u001b[K = 138.70563928021) Nominal RA [deg]\n",
      "\u001b[01;31m\u001b[K      (dec_nom\u001b[m\u001b[K = 8.8865713395653) Nominal Dec [deg]\n",
      "\u001b[01;31m\u001b[K     (roll_nom\u001b[m\u001b[K = 241.15639442377) Nominal Roll [deg]\n",
      "        (\u001b[01;31m\u001b[Kdtcor\u001b[m\u001b[K = 0.98693426381071) Dead time correction\n",
      "     (\u001b[01;31m\u001b[Kcaldbver\u001b[m\u001b[K = 4.4.10)          \n"
     ]
    }
   ],
   "source": [
    "plist dmmakepar_exercise08.par | \\\n",
    "  egrep -i '^._TARG|^.*_NOM|^.*_PNT|SIM_|DTCOR|ASCDSVER|CALDBVER'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-0.68282252473119\n",
      "0\n",
      "-190.14006604987\n",
      "138.70563928021\n",
      "8.8865713395653\n",
      "241.15639442377\n",
      "138.70563928021\n",
      "8.8865713395653\n",
      "241.15639442377\n",
      "0.98693426381071\n",
      "4.4.10\n",
      "8.4.5\n"
     ]
    }
   ],
   "source": [
    "pget dmmakepar_exercise08.par \\\n",
    "  sim_x sim_y sim_z ra_pnt dec_pnt roll_pnt ra_nom dec_nom roll_nom \\\n",
    "  dtcor caldbver ascdsver "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 145,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# dmhistory (CIAO 4.12): WARNING: Found and corrected \"pixlib\" library parameters\n",
      "\n",
      "# dmhistory (CIAO 4.12): WARNING: Found and corrected \"pixlib\" library parameters\n",
      "\n",
      "acis_process_events\n",
      "infile=\"/dsops/ap/sdp.10/opus/prs_run/tmp//ACIS_F_L1_456484176n330/output/acisf13858_000N001_tmp_evt1.fits\"\n",
      "outfile=\"/dsops/ap/sdp.10/opus/prs_run/tmp//ACIS_F_L1_456484176n330/output/acisf13858_000N001_evt1.fits\"\n",
      "acaofffile=\"/dsops/ap/sdp.10/opus/prs_run/tmp//ACIS_F_L1_456484176n330/input/pcadf456520092N001_asol1.fits[time=456518974.4871400:456536836.1380900]\"\n",
      "apply_cti=\"yes\"\n",
      "apply_tgain=\"yes\"\n",
      "alignmentfile=\"/dsops/ap/sdp.10/opus/prs_run/tmp//ACIS_F_L1_456484176n330/input/pcadf456520092N001_asol1.fits[time=456518974.4871400:456536836.1380900]\"\n",
      "obsfile=\"/dsops/ap/sdp.10/opus/prs_run/tmp//ACIS_F_L1_456484176n330/output/axaff13858_000N001_obs0a.par\"\n",
      "geompar=\"geom\"\n",
      "logfile=\"/dsops/ap/sdp.10/opus/prs_run/tmp//ACIS_F_L1_456484176n330/output/acis_process_events.log\"\n",
      "gradefile=\"CALDB\"\n",
      "grade_image_file=\"CALDB\"\n",
      "gainfile=\"CALDB\"\n",
      "badpixfile=\"/dsops/ap/sdp.10/opus/prs_run/tmp//ACIS_F_L1_456484176n330/output/acisf13858_000N001_bpix1.fits\"\n",
      "threshfile=\"CALDB\"\n",
      "ctifile=\"CALDB\"\n",
      "tgainfile=\"CALDB\"\n",
      "mtlfile=\"/dsops/ap/sdp.10/opus/prs_run/tmp//ACIS_F_L1_456484176n330/output/acisf13858_000N001_fptemp_egti1.fits\"\n",
      "eventdef=\"{d:time,s:ccd_id,s:node_id,i:expno,s:chip,s:tdet,f:det,f:sky,s:phas,l:pha,l:pha_ro,f:energy,l:pi,s:fltgrade,s:grade,x:status}\"\n",
      "doevtgrade=\"yes\"\n",
      "check_vf_pha=\"no\"\n",
      "calc_cc_times=\"yes\"\n",
      "trail=\"0.027\"\n",
      "spthresh=\"13\"\n",
      "time_offset=\"0\"\n",
      "calculate_pi=\"yes\"\n",
      "pi_bin_width=\"14.6\"\n",
      "pi_num_bins=\"1024\"\n",
      "max_cti_iter=\"15\"\n",
      "cti_converge=\"0.1\"\n",
      "tstart=\"TSTART\"\n",
      "tstop=\"TSTOP\"\n",
      "clobber=\"no\"\n",
      "verbose=\"0\"\n",
      "stop=\"sky\"\n",
      "instrume=\"acis\"\n",
      "rand_seed=\"1\"\n",
      "rand_pha=\"yes\"\n",
      "pix_adj=\"EDSER\"\n",
      "subpixfile=\"CALDB\"\n",
      "stdlev1=\"{d:time,s:ccd_id,s:node_id,i:expno,s:chip,s:tdet,f:det,f:sky,s:phas,l:pha,l:pha_ro,f:energy,l:pi,s:fltgrade,s:grade,x:status}\"\n",
      "grdlev1=\"{d:time,s:ccd_id,s:node_id,i:expno,s:chip,s:tdet,f:det,f:sky,l:pha,l:pha_ro,s:corn_pha,f:energy,l:pi,s:fltgrade,s:grade,x:status}\"\n",
      "cclev1=\"{d:time,d:time_ro,s:ccd_id,s:node_id,i:expno,s:chip,s:tdet,f:det,f:sky,f:sky_1d,s:phas,l:pha,l:pha_ro,f:energy,l:pi,s:fltgrade,s:grade,x:status}\"\n",
      "ccgrdlev1=\"{d:time,d:time_ro,s:ccd_id,s:node_id,i:expno,s:chip,s:tdet,f:det,f:sky,f:sky_1d,l:pha,l:pha_ro,s:corn_pha,f:energy,l:pi,s:fltgrade,s:grade,x:status}\"\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "dmhistory 13858/primary/acisf13858N001_evt2.fits acis_process_events | tr \" \" \"\\012\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Reprocess dataset\n",
    "\n",
    "The Chandra calibration database (CALDB) is continually updated.  The then most recent CALDB is used for observations as they are taken. Some calibrations, such as the time dependent gain calibrations, can only be definitively computed based on historical observations; thus the file in the current CALDB is always predicted.    These calibrations are later updated to be definitive post facto. \n",
    "\n",
    "**The CIAO team strongly advises users to always reprocess data obtained from the archive.**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 9\n",
    "\n",
    "Use chandra_repro to reprocess the dataset.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Running chandra_repro\n",
      "version: 03 April 2020\n",
      "\n",
      "\n",
      "Processing input directory '/home/kjg/Workshop/13858'\n",
      "\n",
      "Resetting afterglow status bits in evt1.fits file...\n",
      "\n",
      "Running the destreak tool on the evt1.fits file...\n",
      "\n",
      "Running acis_build_badpix and acis_find_afterglow to create a new bad pixel file...\n",
      "\n",
      "Running acis_process_events to reprocess the evt1.fits file...\n",
      "Output from acis_process_events:\n",
      "# acis_process_events (CIAO 4.12): The following error occurred 2 times:\n",
      "\tdsAPEPULSEHEIGHTERR -- WARNING: pulse height is less than split threshold when performing serial CTI adjustment.\n",
      "Filtering the evt1.fits file by grade and status and time...\n",
      "Applying the good time intervals from the flt1.fits file...\n",
      "The new evt2.fits file is: /home/kjg/Workshop/13858/repro/acisf13858_repro_evt2.fits\n",
      "\n",
      "Updating the event file header with chandra_repro HISTORY record\n",
      "Creating FOV file...\n",
      "Setting observation-specific bad pixel file in local ardlib.par.\n",
      "\n",
      "Cleaning up intermediate files\n",
      "\n",
      "WARNING: Observation-specific bad pixel file set for session use:\n",
      "         /home/kjg/Workshop/13858/repro/acisf13858_repro_bpix1.fits\n",
      "         Run 'punlearn ardlib' when analysis of this dataset completed.\n",
      "\n",
      "The data have been reprocessed.\n",
      "Start your analysis with the new products in\n",
      "/home/kjg/Workshop/13858/repro\n",
      "\n"
     ]
    }
   ],
   "source": [
    "chandra_repro 13858 out= clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Infile 1:  13858/primary/acisf13858N001_evt2.fits\n",
      "Infile 2:  13858/repro/acisf13858_repro_evt2.fits\n",
      "\n",
      "-----------------------\n",
      "HEADER VALUE DIFFERENCES\n",
      "-----------------------\n",
      "\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"MJD_OBS\" not present in infile2.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"MJD-OBS\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"STARTMJF\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"STARTMNF\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"STOPMJF\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"STOPMNF\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"OBI_NUM\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"TIME_ADJ\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"CLSTBITS\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"STATFILT\" not present in infile1.\n",
      "\n",
      "Message:                                Keyword:              Value(s):                    Diff:\n",
      "--------                                 -------              ---------                    -----\n",
      "Values are not equal                     CREATOR cxc - Version DS 8.4  acis_process_events - CIAO 4.12\n",
      "Values are not equal                    ASCDSVER            8.4.5  CIAO 4.12       \n",
      "# dmdiff (CIAO 4.12): WARNING: ASCDSVER comments are different.\n",
      "# dmdiff (CIAO 4.12):   comment1= \"Processing system revision\"\n",
      "# dmdiff (CIAO 4.12):   comment2= \"ASCDS version number\"\n",
      "Values are not equal                    CHECKSUM 9L8RCL6R9L6RCL6R  nCkao9iYnAian9iY\n",
      "# dmdiff (CIAO 4.12): WARNING: CHECKSUM comments are different.\n",
      "# dmdiff (CIAO 4.12):   comment1= \"HDU checksum updated 2012-06-20T13:25:39\"\n",
      "# dmdiff (CIAO 4.12):   comment2= \"HDU checksum updated 2020-10-13T15:01:09\"\n",
      "Values are not equal                     DATASUM       3109198819  2612655147      \n",
      "# dmdiff (CIAO 4.12): WARNING: DATASUM comments are different.\n",
      "# dmdiff (CIAO 4.12):   comment1= \"data unit checksum updated 2012-06-20T13:25:10\"\n",
      "# dmdiff (CIAO 4.12):   comment2= \"data unit checksum updated 2020-10-13T15:01:09\"\n",
      "Values are not equal                     CONTENT             EVT2  EVT1            \n",
      "Values are not equal                    HDUCLAS2         ACCEPTED  ALL             \n",
      "Values are not equal                        DATE 2012-06-20T13:25:05  2020-10-13T15:00:28\n",
      "Values are not equal                    GAINFILE acisD2000-01-29gain_ctiN0006.fits  acisD2000-01-29gain_ctiN0008.fits\n",
      "Values are not equal                     CTIFILE acisD2002-08-01ctiN0007.fits  acisD2010-01-01ctiN0009.fits\n",
      "Values are not equal                     MTLFILE acisf13858_000N001_fptemp_egti1.fits  acisf13858_000N001_mtl1.fits\n",
      "Values are not equal                    TGAINFIL acisD2012-02-01t_gain_biN0002.fits  acisD2012-05-01t_gainN0008.fits\n",
      "Values are not equal                    BPIXFILE acisf13858_000N001_bpix1.fits  acisf13858_repro_bpix1.fits\n",
      "Values are not equal                     HISTNUM              518  631                      +113\n",
      "Values are not equal                      ONTIME  15069.100115895  15070.556907833      +1.45679\n",
      "Values are not equal                     ONTIME7  15069.100115895  15070.556907833      +1.45679\n",
      "Values are not equal                     ONTIME5  15069.100115895  15070.556907892      +1.45679\n",
      "Values are not equal                     ONTIME6  15069.100115895  15070.556907833      +1.45679\n",
      "Values are not equal                     ONTIME8  15069.100115895  15070.556907892      +1.45679\n",
      "Values are not equal                    LIVETIME  14872.211229171  14873.648987049      +1.43776\n",
      "Values are not equal                    LIVTIME7  14872.211229171  14873.648987049      +1.43776\n",
      "Values are not equal                    LIVTIME5  14872.211229171  14873.648987108      +1.43776\n",
      "Values are not equal                    LIVTIME6  14872.211229171  14873.648987049      +1.43776\n",
      "Values are not equal                    LIVTIME8  14872.211229171  14873.648987108      +1.43776\n",
      "Values are not equal                    EXPOSURE  14872.211229171  14873.648987049      +1.43776\n",
      "Values are not equal                    EXPOSUR7  14872.211229171  14873.648987049      +1.43776\n",
      "Values are not equal                    EXPOSUR5  14872.211229171  14873.648987108      +1.43776\n",
      "Values are not equal                    EXPOSUR6  14872.211229171  14873.648987049      +1.43776\n",
      "Values are not equal                    EXPOSUR8  14872.211229171  14873.648987108      +1.43776\n",
      "\n",
      "--------------------------\n",
      "SUBSPACE VALUE DIFFERENCES\n",
      "--------------------------\n",
      "\n",
      "Message:                         Column:       Row              Value(s):                    Diff:\n",
      "--------                         -------       ---              ---------                    -----\n",
      "Range mins are not equal           expno         1             0 3                       +3 ( +inf %)\n",
      "Range maxs are not equal           expno         1    2147483647 4801          -2.14748e+09 ( -100 %)\n",
      "# dmdiff (CIAO 4.12): WARNING: subspace column \"status\" type unknown or not supported.\n",
      "# dmdiff (CIAO 4.12): WARNING: phas units are different.\n",
      "# dmdiff (CIAO 4.12):   unit1= \"\"\n",
      "# dmdiff (CIAO 4.12):   unit2= \"adu\"\n",
      "# dmdiff (CIAO 4.12): WARNING: phas comments are different.\n",
      "# dmdiff (CIAO 4.12):   comment1= \"\"\n",
      "# dmdiff (CIAO 4.12):   comment2= \"array of pixel pulse heights\"\n",
      "\n"
     ]
    }
   ],
   "source": [
    "dmdiff 13858/primary/acisf13858N001_evt2.fits 13858/repro/acisf13858_repro_evt2.fits data- || echo "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4.4.10\n",
      "4.4.10\n",
      "CALDB environment variable = /home/kjg/Workshop/CALDB\n",
      "             CALDB version = 4.9.2.1\n",
      "             release date  = 2020-07-08T16:00:00 UTC\n",
      "CALDB query completed successfully.\n"
     ]
    }
   ],
   "source": [
    "dmkeypar 13858/primary/acisf13858N001_evt2.fits CALDBVER echo+\n",
    "dmkeypar 13858/repro/acisf13858_repro_evt2.fits CALDBVER echo+\n",
    "check_ciao_caldb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "134855  \n",
      "134015  \n"
     ]
    }
   ],
   "source": [
    "dmlist 13858/primary/acisf13858N001_evt2.fits counts\n",
    "dmlist 13858/repro/acisf13858_repro_evt2.fits counts"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Compare the header keyword values in the _repro_evt2.fits file with the evt2 file obtained from the archive.  Discuss the differences:  **We see newer calibration files are used (`GAINFILE`, `CTIFILE`, and `TGAINFIL`).  We see small diff in `ONTIME`.**\n",
    "\n",
    "\n",
    "> Q: What version of the CALDB is installed?  What is the value of the CALDBVER keyword?  **It is unchanged.  `CALDBVER` is not updated by the tools; it's set in SDP.**\n",
    "\n",
    "\n",
    "> Q: Compare the number of events in the reprocessed Level 2 event file with the number of events in the archived Level 2 event file.   Why are they same (or not the same)? \n",
    "**Slightly different.  New calibrations mean some good events go bad, some bad events\n",
    "go good (grade migration) **\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Imaging Basics (Spatial Analysis)\n",
    "\n",
    "In this section students will exercise some of the basic CIAO tools and scripts needed to perform basic imaging tasks.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Detect Sources\n",
    "\n",
    "One of the most common analysis tasks is to detect sources.\n",
    "\n",
    "Please keep in mind:  CIAO detect tools only detect candidate sources and they are  not photometric tools.  The output from the detect tools should be used to guide further analysis.\n",
    "\n",
    "See also:\n",
    "- Wavdetect thread:  http://cxc.cfa.harvard.edu/ciao/threads/wavdetect/\n",
    "- Using detect output: http://cxc.cfa.harvard.edu/ciao/threads/detect_output/\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 10\n",
    "\n",
    "In this exercise students should complete the following steps\n",
    "\n",
    "1. Create image, exposure map, and psf map.  Run the fluximage script on the dataset.  Students should be sure to set the binsize=1 and set bands=default or bands=broad.\n",
    "\n",
    "2. Detect Sources.  Run wavdetect on the fluximage output counts image, using the exposure map and psfmap.  Students should select a set of wavelet scales to use that is appropriate for the dataset being analyzed. \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running fluximage\n",
      "Version: 01 April 2020\n",
      "\n",
      "Using CSC ACIS broad science energy band.\n",
      "Aspect solution 13858/repro/pcadf456520092N001_asol1.fits found.\n",
      "Bad-pixel file 13858/repro/acisf13858_repro_bpix1.fits found.\n",
      "Mask file 13858/repro/acisf13858_000N001_msk1.fits found.\n",
      "\n",
      "The output images will have 2937 by 4168 pixels, pixel size of 0.492 arcsec,\n",
      "    and cover x=2735.5:5672.5:1,y=1838.5:6006.5:1.\n",
      "\n",
      "Running tasks in parallel with 8 processors.\n",
      "Creating aspect histograms for obsid 13858\n",
      "Creating 4 instrument maps for obsid 13858\n",
      "Creating 4 exposure maps for obsid 13858\n",
      "Combining 4 exposure maps for obsid 13858\n",
      "Thresholding data for obsid 13858\n",
      "Exposure-correcting image for obsid 13858\n",
      "Creating PSF map for obsid 13858\n",
      "\n",
      "The following files were created:\n",
      "\n",
      " The clipped counts image is:\n",
      "     acisf13858_broad_thresh.img\n",
      "\n",
      " The clipped exposure map is:\n",
      "     acisf13858_broad_thresh.expmap\n",
      "\n",
      " The PSF map is:\n",
      "     acisf13858_broad_thresh.psfmap\n",
      "\n",
      " The exposure-corrected image is:\n",
      "     acisf13858_broad_flux.img\n",
      "\n"
     ]
    }
   ],
   "source": [
    "fluximage 13858/repro/acisf13858_repro_evt2.fits out=acisf13858 bin=1 bands=broad clob+ mode=h psfecf=0.393"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "#mkpsfmap acisf13858_broad_thresh.img acisf13858_broad.psfmap \\\n",
    "#  energy=1.4967 ecf=0.393 mode=h clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "pset wavdetect \\\n",
    "  infile=acisf13858_broad_thresh.img \\\n",
    "  expfile=acisf13858_broad_thresh.expmap \\\n",
    "  psffile=acisf13858_broad_thresh.psfmap \\\n",
    "  scales='1.4 2 4 8 12 16 24 32' \\\n",
    "  outfile=acisf13858_wav.src \\\n",
    "  scellfile=acisf13858_wav.cell \\\n",
    "  imagefile=acisf13858_wav.recon \\\n",
    "  defnbkg=acisf13858_wav.nbkg \\\n",
    "  clob+\n",
    "\n",
    "wavdetect mode=h\n",
    "  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 acisf13858_broad_thresh.psfmap -scale linear -cmap standard -zoom to fit \\\n",
    "  -saveimage png ds9_exercise10_a.png -quit\n",
    "\n",
    "display < ds9_exercise10_a.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 acisf13858_broad_thresh.img -block 2 -scale log -region acisf13858_wav.src \\\n",
    "   -scale limits 0 20 -smooth -saveimage png ds9_exercise10_b.png -quit\n",
    "\n",
    "display < ds9_exercise10_b.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Display the PSF map in ds9.  Why does it look the way it does? **Chandra PSF increases in size the further away from optical axis.**\n",
    "\n",
    "\n",
    "> Q: Record choice of wavelet scales and why that set was selected:  **above.  Pseduo sqrt(2) used to detect srcs across field**\n",
    "\n",
    "> Q: Open the broad-band image in ds9 and load the source list as a region file.  Comment on the detected sources and any missed detections: **src detects look good ; regions are a little small; maybe some faint stuff missed**\n",
    "\n",
    "\n",
    "> Q: Are the ellipses the position error or the apparent size of the source? \n",
    "**They are a measure of the observed source size.  They are not the intrinsic (deconvolved) source size, nor are they the position error.**\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try differenct wavelet scales"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "wavdetect scales='1 4 16 64' mode=h clobber=yes outfile=fewscales.src\n",
    "\n",
    "ds9 acisf13858_broad_thresh.img -block 2 -scale log -region fewscales.src \\\n",
    "   -scale limits 0 20 -smooth -saveimage png ds9_exercise10_ec1.png -quit\n",
    "\n",
    "display < ds9_exercise10_ec1.png\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try different significance thresholds, sigthresh."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "wavdetect sigthresh=1e-7 mode=h clobber=yes outfile=lowersigthresh.src\n",
    "\n",
    "ds9 acisf13858_broad_thresh.img -block 2 -scale log -region lowersigthresh.src \\\n",
    "   -scale limits 0 20 -smooth -saveimage png ds9_exercise10_ec2.png -quit\n",
    "\n",
    "display < ds9_exercise10_ec2.png\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try different ecf values when making the PSF map."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mkpsfmap acisf13858_broad_thresh.img ecf90.psfmap \\\n",
    "  energy=1.4967 ecf=0.90 mode=h clob+\n",
    "  \n",
    "wavdetect mode=h clobber=yes outfile=ecf90.src psffile=ecf90.psfmap\n",
    "\n",
    "ds9 acisf13858_broad_thresh.img -block 2 -scale log -region lowersigthresh.src \\\n",
    "   -scale limits 0 20 -smooth -saveimage png ds9_exercise10_ec3.png -quit\n",
    "\n",
    "display < ds9_exercise10_ec3.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try different energy bands."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mkpsfmap acisf13858_broad_thresh.img 5keV.psfmap \\\n",
    "  energy=5.0 ecf=0.90 mode=h clob+\n",
    "  \n",
    "wavdetect mode=h clobber=yes outfile=5keV.src psffile=5keV.psfmap\n",
    "\n",
    "ds9 acisf13858_broad_thresh.img -block 2 -scale log -region 5keV.src \\\n",
    "   -scale limits 0 20 -smooth -saveimage png ds9_exercise10_ec4.png -quit\n",
    "\n",
    "display < ds9_exercise10_ec4.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try using the celldetect tool. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "celldetect acisf13858_broad_thresh.img \\\n",
    "  expstk=acisf13858_broad_thresh.expmap \\\n",
    "  psffile=ecf90.psfmap \\\n",
    "  out=acisf13858_cell.src \\\n",
    "  clob+ mode=h\n",
    "\n",
    "ds9 acisf13858_broad_thresh.img -block 2 -scale log -region acisf13858_cell.src \\\n",
    "   -scale limits 0 20 -smooth -saveimage png ds9_exercise10_ec5.png -quit\n",
    "\n",
    "display < ds9_exercise10_ec5.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try using the vtpdetect tool."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "vtpdetect acisf13858_broad_thresh.img \\\n",
    "  exp=acisf13858_broad_thresh.expmap \\\n",
    "  out=acisf13858_vtp.src \\\n",
    "  clob+ mode=h\n",
    "\n",
    "ds9 acisf13858_broad_thresh.img -block 2 -scale log -region acisf13858_vtp.src[src_region] \\\n",
    "   -scale limits 0 20 -smooth -saveimage png ds9_exercise10_ec6.png -quit\n",
    "\n",
    "display < ds9_exercise10_ec6.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create regions in ds9\n",
    "\n",
    "The detect tools are one way to create regions automatically.  However, often users analyzing a single source in an observation will simply create their own region in ds9 and then use those regions with the CIAO tools.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 11\n",
    "\n",
    "1. Open the broad-band counts image in ds9.\n",
    "2. Create a source region. Draw a circular source region around the bright source in the center of the image.\n",
    "3. Save the region, ds9_src.reg.  Use ds9 format and celestial (world) coordinates.\n",
    "4. Delete the source region.\n",
    "5. Create a background region.  Draw an annulus around the same source.  The inner annulus region should be larger than the source region.  The outer region should be large enough to get a large number of counts, but should be small enough to avoid any nearby source or any instrumental features (like the gaps between chips).\n",
    "6. Save the region, ds9_bkg.reg.  Use CIAO format and physical coordinates.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] 12463\n"
     ]
    }
   ],
   "source": [
    "ds9 acisf13858_broad_thresh.img -scale log -pan to 4096.5 4096.5 physical &"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# Region file format: DS9 version 4.1\n",
      "global color=green dashlist=8 3 width=1 font=\"helvetica 10 normal roman\" select=1 highlite=1 dash=0 fixed=0 edit=1 move=1 delete=1 include=1 source=1\n",
      "fk5\n",
      "circle(9:14:49.0898,+8:53:20.988,4.920\")\n"
     ]
    }
   ],
   "source": [
    "echo \"physical;circle(4104.5,4115.5,10)\" | xpaset ds9 region\n",
    "xpaset -p ds9 saveimage png ds9_exercise11_a.png\n",
    "xpaget ds9 regions -format ds9 -system wcs -skyformat sexagesimal > ds9_src.reg\n",
    "xpaset -p ds9 regions delete all\n",
    "display < ds9_exercise11_a.png\n",
    "cat ds9_src.reg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "annulus(4105.5,4113.5,45,125)\n"
     ]
    }
   ],
   "source": [
    "echo \"physical;annulus(4105.5,4113.5,45,125) # background\" | xpaset ds9 region\n",
    "xpaset -p ds9 saveimage png ds9_exercise11_b.png\n",
    "xpaget ds9 regions -format ciao -system physical > ds9_bkg.reg\n",
    "xpaset -p ds9 regions delete all\n",
    "display < ds9_exercise11_b.png\n",
    "cat ds9_bkg.reg"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1]+  Done                    ds9 acisf13858_broad_thresh.img -scale log -pan to 4096.5 4096.5 physical\n"
     ]
    }
   ],
   "source": [
    "xpaset -p ds9 quit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Record the source location used: **see above**\n",
    "\n",
    "\n",
    "> Q: Describe the differences between the CIAO format and the ds9 format regions: \n",
    "**ds9 format includes meta-data: color, linestyle, etc.**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 12\n",
    "\n",
    "Compute source centroid.  In this exercise students will use the dmstat tool to compute the source centroid in their region.\n",
    "\n",
    "1. Use dmcopy to filter the flux image thresh.img using the source region file.\n",
    "2. Use dmlist with the blocks option to display info about the filtered output image.\n",
    "3. Use dmstat with the centroid=yes option to compute the centroid of the counts in the filtered image.\n",
    "4. Use dmcopy to filter the Level 2 event file using the source region file and to bin it into an image with binsize=1.\n",
    "5. Use dmlist with the blocks option to display info about the filtered and binned image.\n",
    "6. Use dmstat with centroid=yes option to compute the centroid of the counts in the filtered and binned image.\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "dmcopy \"acisf13858_broad_thresh.img[sky=region(ds9_src.reg)]\" dmcopy_e12_src.fits clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Dataset: dmcopy_e12_src.fits\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "     Block Name                          Type         Dimensions\n",
      "--------------------------------------------------------------------------------\n",
      "Block    1: EVENTS_IMAGE                   Image      Int4(21x21)\n",
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Columns for Image Block EVENTS_IMAGE\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "ColNo  Name                 Unit        Type             Range\n",
      "   1   EVENTS_IMAGE[21,21]               Int4(21x21)    -                    \n",
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Physical Axis Transforms for Image Block EVENTS_IMAGE\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "Group# Axis# \n",
      "   1   1,2    sky(x) = (+4093.50) +(+1.0)* ((#1)-(+0.50))\n",
      "                 (y)   (+4104.50)  (+1.0)  ((#2) (+0.50))\n",
      " \n",
      "--------------------------------------------------------------------------------\n",
      "World Coordinate Axis Transforms for Image Block EVENTS_IMAGE\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "Group# Axis# \n",
      "   1   1,2    EQPOS(RA ) = (+138.7056)[deg] +TAN[(-0.000136667)* (sky(x)-(+4096.50))]\n",
      "                   (DEC)   (+8.8866  )           (+0.000136667)  (   (y) (+4096.50)) \n"
     ]
    }
   ],
   "source": [
    "dmlist dmcopy_e12_src.fits blocks,cols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EVENTS_IMAGE(x, y)\n",
      "    min:\t0 \t      @:\t( 4102 4106 )\n",
      "    max:\t398 \t      @:\t( 4104 4116 )\n",
      "cntrd[log] :\t( 11.475857243 11.817354794 )\n",
      "cntrd[phys]:\t( 4104.4758572 4115.8173548 )\n",
      "   good:\t316 \n",
      "   null:\t125 \n"
     ]
    }
   ],
   "source": [
    "dmstat dmcopy_e12_src.fits cen+ sig- med+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "dmcopy 13858/repro/acisf13858_repro_evt2.fits\"[sky=region(ds9_src.reg)][bin sky=1]\" \\\n",
    "  dmcopy_e12_evtsrc.fits clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Dataset: dmcopy_e12_evtsrc.fits\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "     Block Name                          Type         Dimensions\n",
      "--------------------------------------------------------------------------------\n",
      "Block    1: EVENTS_IMAGE                   Image      Int2(20x20)\n",
      "Block    2: GTI7                           Table         2 cols x 1        rows\n",
      "Block    3: GTI5                           Table         2 cols x 1        rows\n",
      "Block    4: GTI6                           Table         2 cols x 1        rows\n",
      "Block    5: GTI8                           Table         2 cols x 1        rows\n",
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Columns for Image Block EVENTS_IMAGE\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "ColNo  Name                 Unit        Type             Range\n",
      "   1   EVENTS_IMAGE[20,20]               Int2(20x20)    -                    \n",
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Physical Axis Transforms for Image Block EVENTS_IMAGE\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "Group# Axis# \n",
      "   1   1,2    sky(x) = (+4094.4409) +(+1.0)* ((#1)-(+0.50))\n",
      "                 (y)   (+4105.4658)  (+1.0)  ((#2) (+0.50))\n",
      " \n",
      "--------------------------------------------------------------------------------\n",
      "World Coordinate Axis Transforms for Image Block EVENTS_IMAGE\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "Group# Axis# \n",
      "   1   1,2    EQPOS(RA ) = (+138.7056)[deg] +TAN[(-0.000136667)* (sky(x)-(+4096.50))]\n",
      "                   (DEC)   (+8.8866  )           (+0.000136667)  (   (y) (+4096.50)) \n"
     ]
    }
   ],
   "source": [
    "dmlist dmcopy_e12_evtsrc.fits blocks,cols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "EVENTS_IMAGE(x, y)\n",
      "    min:\t0 \t      @:\t( 4101.9408797 4105.9658198 )\n",
      "    max:\t437 \t      @:\t( 4103.9408797 4115.9658198 )\n",
      "cntrd[log] :\t( 10.511035654 10.842105263 )\n",
      "cntrd[phys]:\t( 4104.4519153 4115.8079251 )\n",
      "   good:\t316 \n",
      "   null:\t84 \n"
     ]
    }
   ],
   "source": [
    "dmstat dmcopy_e12_evtsrc.fits cen+ sig- med+ "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Is the filtered image the same size as the fluximage output image size?  Why? \n",
    "**The CXCDM shrinks the image to the size of the region (by default)**\n",
    "\n",
    "> Q: Record the centroid of fluximage output filtered image:\n",
    "**4104.4755245, 4115.8174825**\n",
    "\n",
    "> Q: What are the good and null values that dmstat reports? \n",
    "**The number of pixels outside the circle**\n",
    "\n",
    "> Q: Is the image created by filtering and binning the event file the same size as the other images?  Why?\n",
    "**No. (20x20 vs 21x21).  Filter image vs. Filter table then bin into an image**\n",
    "\n",
    "> Q: Record the centroid of the event file filter and binned image: \n",
    "**4104.4519153, 4115.808491**\n",
    "\n",
    "> Q: Is the centroid the same for the two images?  Why?  (Hint: what energies are being used?)\n",
    "**Opps, no energy filter on the event file -- but image was made with broad band (500:7000eV).**\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Aperture Photometry\n",
    "\n",
    "Obtaining the counts (or count rate) is the first step in computing the source flux.  \n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 13\n",
    "\n",
    "In this exercise students will use the CIAO analysis menu, aka dax, to get the net counts in their regions (from Exercise 11).\n",
    "\n",
    "1. Open the fluximage thresh.img in ds9.\n",
    "2. Load the source region file created in Exercise 11 step 3.\n",
    "3. Load the background region file created in Exercise 11 step 6.\n",
    "4. Double click on the background annulus to display the region properties.\n",
    "5. Under the Property menu, select Background.  The region will now be drawn with a dashed line.  Close the properties window.\n",
    "6. In the main ds9 window, goto Analysis →CIAO →Statistics → Net Counts.\n",
    "7. A text window will be display containing the information about the current regions.\n",
    "8. Try adjusting the source and background radii and repeating the analysis.\n",
    "\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] 12499\n"
     ]
    }
   ],
   "source": [
    "$ASCDS_INSTALL/bin/ds9 acisf13858_broad_thresh.img -scale log -pan to 4096.5 4096.5 physical &"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [],
   "source": [
    "xpaset -p ds9 regions ds9_bkg.reg \n",
    "xpaset -p ds9 regions select all\n",
    "xpaset -p ds9 regions background"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 regions ds9_src.reg\n",
    "xpaset -p ds9 saveimage png exercise_13_ds9a.png\n",
    "display < exercise_13_ds9a.png "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {},
   "outputs": [],
   "source": [
    "xpaset -p ds9 regions select all\n",
    "xpaset -p ds9 analysis task \"{Net Counts}\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import exercise_13_a.png\n",
    "display < exercise_13_a.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "xpaset -p ds9 regions delete all\n",
    "echo \"physical; circle(4104.4434,4115.8478,17.145457)\" | xpaset ds9 regions\n",
    "echo \"physical; annulus(4104.5,4115.5,26.305893,125) # background\" | xpaset ds9 regions\n",
    "xpaset -p ds9 saveimage png exercise_13_ds9b.png\n",
    "display < exercise_13_ds9b.png\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [],
   "source": [
    "xpaset -p ds9 regions select all\n",
    "\n",
    "xpaset -p ds9 analysis task \"{Net Counts}\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import exercise_13_b.png\n",
    "display < exercise_13_b.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1]+  Done                    $ASCDS_INSTALL/bin/ds9 acisf13858_broad_thresh.img -scale log -pan to 4096.5 4096.5 physical\n"
     ]
    }
   ],
   "source": [
    "xpaset -p ds9 quit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: From step 7, record the following information from the Net Counts task:\n",
    "- Net counts with error: **1428 +/- 37.85**\n",
    "- Source counts:      **1430**\n",
    "- Background counts:  **270**\n",
    "\n",
    "\n",
    "> Q: From step 8, describe how the net counts and net rates vary with changes to the source and background regions:  **net rate doesn't change much as bkg gets bigger/smaller (ie background is flat)**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 14\n",
    "\n",
    "\n",
    "In this exercise students will use the `srcflux` script to get various estimates of the flux of the source.\n",
    "\n",
    "1. Obtain the source location in celestial coordinates from the source region file created in Exercise 11 step 3.\n",
    "2. Run the srcflux script on the reprocessed level 2 event file, using the position, pos, from step 1.  All other parameters should remain at their defaults.\n",
    "3. Repeat step 2, using a different outroot and psfmethod=arfcorr\n",
    "4. Repeat step 3, using a different outroot, model=\"xsbbody.black_body\" and paramvals=\"black_body.kT=1\".\n",
    "5. Repeat step 4, using bands=\"hard\".\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "09:14:49.088\n",
      "+08:53:21.16\n"
     ]
    }
   ],
   "source": [
    "punlearn dmcoords\n",
    "dmcoords 13858/repro/acisf13858_repro_evt2.fits op=sky x=4104.4755245 y=4115.8174825 celfmt=hms verb=0\n",
    "pget dmcoords ra dec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "srcflux\n",
      "          infile = 13858/repro/acisf13858_repro_evt2.fits\n",
      "             pos = 09:14:49.088, +08:53:21.16\n",
      "         outroot = exercise14_step2\n",
      "           bands = broad\n",
      "          srcreg = \n",
      "          bkgreg = \n",
      "         bkgresp = yes\n",
      "       psfmethod = ideal\n",
      "         psffile = \n",
      "            conf = 0.9\n",
      "         binsize = 1\n",
      "         rmffile = \n",
      "         arffile = \n",
      "           model = xspowerlaw.pow1\n",
      "       paramvals = pow1.PhoIndex=2.0\n",
      "        absmodel = xsphabs.abs1\n",
      "       absparams = abs1.nH=%GAL%\n",
      "           abund = angr\n",
      "         fovfile = \n",
      "        asolfile = \n",
      "         mskfile = \n",
      "        bpixfile = \n",
      "         dtffile = \n",
      "         ecffile = CALDB\n",
      "        parallel = yes\n",
      "           nproc = INDEF\n",
      "          tmpdir = /tmp\n",
      "         clobber = yes\n",
      "         verbose = 1\n",
      "            mode = h\n",
      "\n",
      "Processing OBI 000\n",
      "Extracting counts\n",
      "Setting Ideal PSF : alpha=1 , beta=0\n",
      "Getting net rate and confidence limits\n",
      "Getting model independent fluxes \n",
      "Getting model fluxes \n",
      "Getting photon fluxes \n",
      "Running tasks in parallel with 8 processors.\n",
      "Running aprates for exercise14_step2_0001_broad_rates.par\n",
      "Running eff2evt for exercise14_step2_broad_0001_src.dat\n",
      "Running eff2evt for exercise14_step2_broad_0001_bkg.dat\n",
      "Making response files for exercise14_step2_0001\n",
      "Running modeflux for region 1\n",
      "Using GAL=0.0426 for source 1\n",
      "Adding net rates to output\n",
      "Appending flux results onto output\n",
      "Appending photflux results onto output\n",
      "Computing Net fluxes\n",
      "Adding model fluxes to output\n",
      "Scaling model flux confidence limits\n",
      "\n",
      "\n",
      "Summary of source fluxes\n",
      "\n",
      "      Position                               0.5 - 7.0 keV                           \n",
      "                                             Value        90% Conf Interval          \n",
      "#0001|9 14 49.08 +8 53 21.1   Rate           0.0827 c/s (0.0788,0.0866)              \n",
      "                              Flux           5.68E-13 erg/cm2/s (5.41E-13,5.95E-13)  \n",
      "                              Mod.Flux       5.88E-13 erg/cm2/s (5.6E-13,6.16E-13)   \n",
      "                              Unabs Mod.Flux 6.3E-13 erg/cm2/s (6.01E-13,6.6E-13)    \n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn srcflux\n",
    "srcflux 13858/repro/acisf13858_repro_evt2.fits \"09:14:49.088, +08:53:21.16\" exercise14_step2 clob+ mode=h"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "Summary of source fluxes\n",
      "\n",
      "      Position                               0.5 - 7.0 keV                           \n",
      "                                             Value        90% Conf Interval          \n",
      "#0001|9 14 49.08 +8 53 21.1   Rate           0.0961 c/s (0.0916,0.101)               \n",
      "                              Flux           6.61E-13 erg/cm2/s (6.3E-13,6.92E-13)   \n",
      "                              Mod.Flux       6.84E-13 erg/cm2/s (6.52E-13,7.16E-13)  \n",
      "                              Unabs Mod.Flux 7.33E-13 erg/cm2/s (6.99E-13,7.68E-13)  \n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn srcflux\n",
    "srcflux 13858/repro/acisf13858_repro_evt2.fits \"09:14:49.088, +08:53:21.16\" exercise14_step3 \\\n",
    "  psfmethod=arfcorr \\\n",
    "  clob+ mode=h verbose=0\n",
    "\n",
    "cat exercise14_step3_summary.txt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "Summary of source fluxes\n",
      "\n",
      "      Position                               0.5 - 7.0 keV                           \n",
      "                                             Value        90% Conf Interval          \n",
      "#0001|9 14 49.08 +8 53 21.1   Rate           0.0961 c/s (0.0916,0.101)               \n",
      "                              Flux           6.61E-13 erg/cm2/s (6.3E-13,6.92E-13)   \n",
      "                              Mod.Flux       1.01E-12 erg/cm2/s (9.66E-13,1.06E-12)  \n",
      "                              Unabs Mod.Flux 1.03E-12 erg/cm2/s (9.82E-13,1.08E-12)  \n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn srcflux\n",
    "srcflux 13858/repro/acisf13858_repro_evt2.fits \"09:14:49.088, +08:53:21.16\" exercise14_step4 \\\n",
    "  psfmethod=arfcorr \\\n",
    "  model=\"xsbbody.black_body\" paramvals=\"black_body.kT=1\" \\\n",
    "  clob+ mode=h verbose=0\n",
    "\n",
    "cat exercise14_step4_summary.txt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "Summary of source fluxes\n",
      "\n",
      "      Position                               2.0 - 7.0 keV                           \n",
      "                                             Value        90% Conf Interval          \n",
      "#0001|9 14 49.08 +8 53 21.1   Rate           0.0185 c/s (0.0164,0.0205)              \n",
      "                              Flux           2.69E-13 erg/cm2/s (2.39E-13,2.98E-13)  \n",
      "                              Mod.Flux       2.91E-13 erg/cm2/s (2.59E-13,3.23E-13)  \n",
      "                              Unabs Mod.Flux 2.92E-13 erg/cm2/s (2.6E-13,3.25E-13)   \n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn srcflux\n",
    "srcflux 13858/repro/acisf13858_repro_evt2.fits \"09:14:49.088, +08:53:21.16\" exercise14_step5 \\\n",
    "  psfmethod=arfcorr \\\n",
    "  model=\"xsbbody.black_body\" paramvals=\"black_body.kT=1\" \\\n",
    "  band=\"hard\" \\\n",
    "  clob+ mode=h verbose=0\n",
    "\n",
    "cat exercise14_step5_summary.txt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Record the net count rate, model independent flux, model flux from steps 2 through 5\n",
    "\n",
    ".\n",
    "\n",
    "\n",
    "| Estimate   | Step 2        | Step 3        | Step 4           | Step 5        |\n",
    "|------------|---------------|---------------|------------------|---------------|\n",
    "| Count Rate | 0.827         | 0.962         | 0.962            | 0.0185        |\n",
    "| Flux       | 5.6E-13       | 7.3E-13       | 7.3E-13          | 3.12E-13      |\n",
    "| Model Flux | 5.8E-13       | 6.74E-13      | 1.0E-12          | 2.91E-13      |\n",
    "\n",
    ".\n",
    "\n",
    "\n",
    "> Q: Discuss the differences in the estimated fluxes obtained in steps 2 through 5.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try using psfmethod=quick and psfmethod=marx "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "Summary of source fluxes\n",
      "\n",
      "      Position                               0.5 - 7.0 keV                           \n",
      "                                             Value        90% Conf Interval          \n",
      "#0001|9 14 49.08 +8 53 21.1   Rate           0.0954 c/s (0.091,0.1)                  \n",
      "                              Flux           6.56E-13 erg/cm2/s (6.25E-13,6.87E-13)  \n",
      "                              Mod.Flux       6.79E-13 erg/cm2/s (6.47E-13,7.11E-13)  \n",
      "                              Unabs Mod.Flux 7.28E-13 erg/cm2/s (6.94E-13,7.62E-13)  \n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn srcflux\n",
    "srcflux 13858/repro/acisf13858_repro_evt2.fits \"09:14:49.088, +08:53:21.16\" exercise14_step_ec1 \\\n",
    "  psfmethod=quick \\\n",
    "  clob+ mode=h verbose=0\n",
    "\n",
    "cat exercise14_step_ec1_summary.txt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "Summary of source fluxes\n",
      "\n",
      "      Position                               0.5 - 7.0 keV                           \n",
      "                                             Value        90% Conf Interval          \n",
      "#0001|9 14 49.08 +8 53 21.1   Rate           0.0984 c/s (0.0938,0.103)               \n",
      "                              Flux           6.76E-13 erg/cm2/s (6.44E-13,7.08E-13)  \n",
      "                              Mod.Flux       7E-13 erg/cm2/s (6.67E-13,7.33E-13)     \n",
      "                              Unabs Mod.Flux 7.5E-13 erg/cm2/s (7.15E-13,7.86E-13)   \n",
      "\n"
     ]
    }
   ],
   "source": [
    "#source $ASCDS_INSTALL/marx-5.5.0/setup_marx.sh\n",
    "export MARX_ROOT=$ASCDS_INSTALL\n",
    "punlearn srcflux\n",
    "srcflux 13858/repro/acisf13858_repro_evt2.fits \"09:14:49.088, +08:53:21.16\" exercise14_step_ec2 \\\n",
    "  psfmethod=marx \\\n",
    "  clob+ mode=h verbose=0\n",
    "\n",
    "cat exercise14_step_ec2_summary.txt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "|  Estimate  | ideal         | quick         | arfcorr          | marx          |\n",
    "|------------|---------------|---------------|------------------|---------------|\n",
    "| Count Rate | 0.827         | 0.962         | 0.955            | 0.0985        |\n",
    "| Flux       | 5.6E-13       | 7.3E-13       | 6.5E-13          | 7.84E-13      |\n",
    "| Model Flux | 5.8E-13       | 6.74E-13      | 6.7E-12          | 6.90E-13      |\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try other spectral model and other model parameters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try other energy bands (2-10 keV is a common band in the literature)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "\n",
      "Summary of source fluxes\n",
      "\n",
      "      Position                               2.0 - 10.0 keV                          \n",
      "                                             Value        90% Conf Interval          \n",
      "#0001|9 14 49.08 +8 53 21.1   Rate           0.0181 c/s (0.0162,0.0201)              \n",
      "                              Flux           3.16E-13 erg/cm2/s (2.81E-13,3.5E-13)   \n",
      "                              Mod.Flux       3.63E-13 erg/cm2/s (3.24E-13,4.03E-13)  \n",
      "                              Unabs Mod.Flux 3.65E-13 erg/cm2/s (3.25E-13,4.05E-13)  \n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn srcflux\n",
    "srcflux 13858/repro/acisf13858_repro_evt2.fits \"09:14:49.088, +08:53:21.16\" exercise14_step_ec4 \\\n",
    "  psfmethod=quick band=\"2.0:10.0:3.0\" \\\n",
    "  clob+ mode=h verbose=0\n",
    "\n",
    "cat exercise14_step_ec4_summary.txt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Simulate PSF\n",
    "\n",
    "\n",
    "The Chandra Point Spread Function (PSF) varies spatially across the field of view as well with energy.  There is no analytic model of the PSF.  The only way to obtain an estimate of the Chandra PSF for detailed spatial analysis is by simulation.  \n",
    "\n",
    "The psfmethod used by srcflux are only appropriate when integrating over a region.  The pixel-to-pixel variations used in those methods is insufficient for any type of analysis that requires detailed spatial information.\n",
    "\n",
    "There are two different simulators users can use.  \n",
    "1. SAOTrace is the definitive mirror model and is made available to users via the ChaRT web interface.\n",
    "2. MARX is the end-to-end Chandra simulator used to calibrate the HETG gratings and includes a fairly accurate mirror model and detector models. \n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 15\n",
    "\n",
    "\n",
    "In this exercise Students will simulate the PSF using ChaRT and with MARX.  The simulate_psf script is used to create PSF images that are appropriate for further data analysis.\n",
    "\n",
    "1. Ensure that MARX is installed and that MARX_ROOT is set.\n",
    "2. Run ChaRT.  http://cxc.cfa.harvard.edu/ciao/PSFs/chart2/index.html To run ChaRT users need to know the source location (celestial coordinates), an estimate of the photon flux (from the srcflux .flux output files), and an estimate of the energy.  Students may be provided with a set of ChaRT output ray files.\n",
    "3. Run the simulate_psf script.  Use the reprocessed level 2 event file as the infile and the coordinates of the source, in decimal degrees, for the ra and dec parameters.  Use simulator=file and provide the stack of ray files obtained from ChaRT for the rayfile parameter.  Set minsize=128 to obtain a reasonable size output image.\n",
    "4. Display the reprocessed level 2 event file in one ds9 frame and the simulate_psf output PSF in a 2nd frame.  Tile the frames horizontally and save the image as a PNG file.\n",
    "5. Run simulate_psf with a different outroot, this time using simulator=marx and set the numiter parameter to the same number of iterations as were used with ChaRT.  monoenergy=1.0 and flux=1e-4 can be used for the spectral model.\n",
    "6. Repeat step 4 using the MARX generated PSF.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [],
   "source": [
    "#source $ASCDS_INSTALL/marx-5.5.0/setup_marx.sh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.000220913134986115\n"
     ]
    }
   ],
   "source": [
    "dmkeypar exercise14_step2_broad.flux net_photflux_aper echo+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    <html>\n",
      "    <head><title>ChaRT Job Submitted</title></head>\n",
      "    <body>\n",
      "        <h1>ChaRT v2</h1>\n",
      "    Job submitted.  You will recieve an email from cxc_rays@head.cfa.harvard.edu when the job is complete or if there are any errors.\n",
      "    </body>\n",
      "    </html>\n"
     ]
    }
   ],
   "source": [
    "curl \\\n",
    "  -F email=${USER}@head.cfa.harvard.edu \\\n",
    "  -F coords=cel \\\n",
    "  -F ra=09:14:49.088  \\\n",
    "  -F dec=+08:53:21.16 \\\n",
    "  -F asol=obi \\\n",
    "  -F obsid=13858 \\\n",
    "  -F obinum=0\\\n",
    "  -F niter=10\\\n",
    "  -F randseed=32767 \\\n",
    "  -F energy=mono \\\n",
    "  -F mono=2.3 \\\n",
    "  -F flux=0.000221 \\\n",
    "https://saotrace.cfa.harvard.edu/cgi-bin/runwrapper\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  % Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n",
      "                                 Dload  Upload   Total   Spent    Left  Speed\n",
      "100 1868k  100 1868k    0     0  7023k      0 --:--:-- --:--:-- --:--:-- 7023k\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0001_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0000_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0005_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0002_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0007_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0009_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0006_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0003_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0004_rays.fits\n",
      "HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered_i0008_rays.fits\n"
     ]
    }
   ],
   "source": [
    "curl -o rays.tar.gz https://saotrace.cfa.harvard.edu/pickup/HRMA_ra138.70453_dec8.88921_en2.3_flux0.000221_dithered.tar.gz \n",
    "tar xvfz rays.tar.gz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "simulate_psf\n",
      "          infile = 13858/repro/acisf13858_repro_evt2.fits\n",
      "         outroot = chart_sim\n",
      "              ra = 138.70453\n",
      "             dec = 8.88921\n",
      "    spectrumfile = \n",
      "      monoenergy = INDEF\n",
      "            flux = INDEF\n",
      "       simulator = file\n",
      "         rayfile = HRMA*rays.fits\n",
      "       projector = marx\n",
      "     random_seed = -1\n",
      "            blur = 0.07000000000000001\n",
      "  readout_streak = no\n",
      "          pileup = no\n",
      "           ideal = yes\n",
      "        extended = yes\n",
      "         binsize = 1\n",
      "          numsig = 7\n",
      "         minsize = 128\n",
      "         numiter = 1\n",
      "        keepiter = no\n",
      "        asolfile = \n",
      "       marx_root = /home/kjg/miniconda/envs/ciao\n",
      "         verbose = 1\n",
      "            mode = h\n",
      "\n",
      "Started check_setup\n",
      "Finished check_setup\n",
      "10 rayfiles provided; ignoring numiter=1 parameter\n",
      "Performing iteration 1 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 2 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 3 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 4 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 5 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 6 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 7 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 8 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 9 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 10 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Started create_average_image\n",
      "Finished create_average_image\n",
      "\n",
      "Final output PSF image is : chart_sim.psf[PSF]\n"
     ]
    }
   ],
   "source": [
    "simulate_psf 13858/repro/acisf13858_repro_evt2.fits \\\n",
    "  chart_sim ra=138.70453 dec=8.88921 \\\n",
    "  simulator=file rayfile=\"HRMA*rays.fits\" \\\n",
    "  minsize=128 mode=h"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 acisf13858_broad_thresh.img -scale log -pan to 4096.5 4096.5 physical \\\n",
    "  -zoom to 4 \\\n",
    "  chart_sim.psf -pan to 4096.5 4096.5 physical \\\n",
    "  -view colorbar no \\\n",
    "  -saveimage png ds9_exercise15_a.png -quit \n",
    "\n",
    "display < ds9_exercise15_a.png\n",
    "  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "simulate_psf\n",
      "          infile = 13858/repro/acisf13858_repro_evt2.fits\n",
      "         outroot = marx_sim\n",
      "              ra = 138.70453\n",
      "             dec = 8.88921\n",
      "    spectrumfile = \n",
      "      monoenergy = 2.3\n",
      "            flux = 0.000221\n",
      "       simulator = marx\n",
      "         rayfile = \n",
      "       projector = marx\n",
      "     random_seed = -1\n",
      "            blur = 0.07000000000000001\n",
      "  readout_streak = no\n",
      "          pileup = no\n",
      "           ideal = yes\n",
      "        extended = yes\n",
      "         binsize = 1\n",
      "          numsig = 7\n",
      "         minsize = 128\n",
      "         numiter = 10\n",
      "        keepiter = no\n",
      "        asolfile = \n",
      "       marx_root = /home/kjg/miniconda/envs/ciao\n",
      "         verbose = 1\n",
      "            mode = h\n",
      "\n",
      "Started check_setup\n",
      "Finished check_setup\n",
      "Performing iteration 1 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 2 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 3 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 4 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 5 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 6 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 7 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 8 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 9 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Performing iteration 10 of 10\n",
      "Started run_marx\n",
      "Finished run_marx\n",
      "Started create_psf_image\n",
      "Finished create_psf_image\n",
      "Started create_average_image\n",
      "Finished create_average_image\n",
      "\n",
      "Final output PSF image is : marx_sim.psf[PSF]\n"
     ]
    }
   ],
   "source": [
    "simulate_psf 13858/repro/acisf13858_repro_evt2.fits \\\n",
    "  marx_sim ra=138.70453 dec=8.88921 \\\n",
    "  simulator=marx \\\n",
    "  minsize=128 mode=h \\\n",
    "  mono=2.3 flux=0.000221 numiter=10 \n",
    "  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": "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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 acisf13858_broad_thresh.img -scale log -pan to 4096.5 4096.5 physical \\\n",
    "  -zoom to 4 \\\n",
    "  marx_sim.psf -pan to 4096.5 4096.5 physical \\\n",
    "  -view colorbar no \\\n",
    "  -saveimage png ds9_exercise15_b.png -quit \n",
    "\n",
    "display < ds9_exercise15_b.png\n",
    "  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Comment on a visual comparison of the ChaRT/SAOTrace PSF to the observation: \n",
    "\n",
    "> Q: Comment on a visual comparison of the MARX PSF to the observation: \n",
    "\n",
    "> Q: Describe any differences between the MARX and ChaRT PSFs: \n",
    "\n",
    "> Q: Is this a point source?\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try setting simulate_psf readout_streak=yes.  Try pileup=yes.  Try blur=0.20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "simulate_psf 13858/repro/acisf13858_repro_evt2.fits \\\n",
    "  marxA_sim ra=138.70453 dec=8.88921 \\\n",
    "  simulator=marx \\\n",
    "  minsize=128 mode=h \\\n",
    "  mono=2.3 flux=0.000221 numiter=10 verb=0 readout+\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "simulate_psf 13858/repro/acisf13858_repro_evt2.fits \\\n",
    "  marxB_sim ra=138.70453 dec=8.88921 \\\n",
    "  simulator=marx \\\n",
    "  minsize=128 mode=h \\\n",
    "  mono=2.3 flux=0.000221 numiter=10 verb=0 pileup+ ext-\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "simulate_psf 13858/repro/acisf13858_repro_evt2.fits \\\n",
    "  marxC_sim ra=138.70453 dec=8.88921 \\\n",
    "  simulator=marx \\\n",
    "  minsize=128 mode=h \\\n",
    "  mono=2.3 flux=0.000221 numiter=10 verb=0 blur=0.2\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAuIAAAHgCAIAAABvoZ/+AAAAA3NCSVQICAjb4U/gAAAAG3RFWHRTb2Z0d2FyZQBUayBUb29sa2l0IHY4LjYuMTAz2G6MAAAeu0lEQVR4nO3dTcttTVrYcWeHZ/LQLU0a4REalW5forFRNN1N0hp8aRANSVQIxjeUJINARiHamWSSQYtOHRgQP4Gg+B0cOFGTT5BPkQSi4XDgORfnnNp31a6qta6q+v2Gm7XXvda666r9P7C5z7d9G8AIfx/cfS0AAIFMAQCSkikAQFIyBQBIastMeRXcfS0AwLNkCgCQlEwBAJKSKQBAUltmCgCwA5kCACQlUwCApGQKAJCUTDmcrxsDkJdMOZxMASAvmXI4mQJAXjLlcDKFc1n9kJ9MWYhNFUYyUZCfTFmITRVGMlGQn0xZiE0VRjJRkJ9MWYhNFRjDbsIqZMpCTttYdr3fXe+LlViFrEKmLOS0jWXX+931vliJVcgqZMpCTttYdr3fXe+LlViFrEKmLOS0jWXX+931vgDGkylwIKkErEGmwIFkCrAGmQIHkinAGmQKHEimcBYrfl0yBYDNyZR1yRQANidT1iVTANicTFmXTAFgIolAD5lCExsO0MauQQ+ZQhMbDtDGrkEPmUITGw7Qxq5BD5lCExsOcC474PVkCtzIpgcrMbHXkylwI5serMTEXk+mwI1serASE3s9mQI3sukBPCJT+KCej08fvf1eFdx9XQDXkil8kEy5l0wBeE2m8EEy5V4yBeA1mcIHyZR7yRSA12QKAJCUTAEAkpIpAEBSMgWAm/kG1jyrP1uZwtJWH0DgNZM8z+rPVqawtNUHEHjNJM+z+rOVKSxt9QEEXjPJ86z+bGUKS1t9AOE6rdPSM10mk1FkCk1O23xs1OxDprAimUKT0zYfGzX7kCmsSKbQ5LTNx0bNPmQKK5IpNDlt87FRc5YrU+YuK17zyWTKZno2mQwfyTYQuJNMIRuZshmZAjxPppCNTNmMTAGeJ1PIRqZsRqYAY9RMYzzm4+DKazjByc9BppBK3OhOHky4n0zJ4+TnIFNIRaZAFjIlj5Ofg0whFZkCWciUPE5+DjKFVGQK9MowObOvYUYSZfhZvE+mLCTD5jNK673MvvfZ/yaE62TYKWQKo8iUhWTYfEaRKTBLhp1CpjCKTFlIhs1nFJkCs2TYKWQKo8iUhWTYfEaRKbCq0jS+Kug5/067Hs+RKZupGeoMg39ldsw4P5xLpnAlmbIZmXLN+eFcMoUryZTNyJRrzg/nkilcSaZsRqZcc35G8tua565Jm5EyNe+dcb92q3vJlOROWMA9G86Vz+eE38U9PNl57vqIrXm99dpq3jvjfu96hrwhU5I7YQH3bDhXPp8Tfhf38GTnuesjtub11muree+M+73rGfKGTEnuhAXcs+Fc+XxO+F3cw5Od566P2JrXW6+t5r0z7veuZ8gbMiW5ExZwz4Zz5fM54XfBblqzoHWVt/6VoY8Lau/nJTX3a5LXIlMmmT0IPef/9mDGJmYTgCxkikxZnUyZRKbYBOB+MkWmrE6mTCJTbAJwP5kiU1YnUyaRKTYBaJN5cnrypTUXsj2HbNdzmqMyZcXFNiMjSse3/tum9LNK51llU4J7ZJ6E1muTKYwiU5J7VVBzfOv5ZQrcKfMktF6bTGEUmZLcq4Ka41vPL1PgTpknofXaZAqjyJTkXhXUHN96fpkCq7pyimom+XNBaUeIr5eOn7Fr2HHWclSm3CXDUJQG/+OCVwU157zrHqNs1wNzyZT+6ycnmXKBDEMhU2BnMqX/+slJplwgw1DIFNiZTOm/fnKSKRfIMBQyBXZ25cd2aXeIStnxHUE8pucaWu/3ynPST6YkV5MLNZtG6fiaTKl5vfWaS8ePfXpwip4pan1vzY4jUxhFpiRX85Ffs2mUjpcpsIOeKWp9b82OI1MYRaYkV/ORX7NplI6XKbCDnilqfW/NjiNTGEWmJFfzkV+zaZSOlylwutadpZQXMUHi7vDdwReCeJ7Se++6d/LYPlNOWISleywlSDwm/jeEnw/ixhLfG4+pSZzWDfCE3xfkIlPsOJnJlA3IFOB5MsWOk5lM2YBMAZ4nU+w4mcmUDcgU4Hk1O0jp9e8MvhTEHPmx4KvBPwpispR+1qhdwy6zlu0zpdVOC7iUIJ8EcTP5h8GPB18Mvi+I5/+koCdZSsdc+xRhdzKFzGTKO3ZawDIFeJlMITOZ8o6dFrBMAV4mU8hMprxjpwUsU4APa52omAsxKeK32GJ2/ELwG8GvBP88iCnz3QUxiUr3Er+KO+M5cD2ZspmYDh8XxGSJ2fGN4DeDXwvi5vPPgpg7pWvoSZArj4H9yZTnngPXkymbkSkyBV4mU557DlxPpmxGpsgUeJlMee45cD2ZshmZIlPgZa3TEtOktLP84+B3gj8P/iz4z8HPBPGruK8KRt1jvP5R52QsmbKQmo/5KOZI6eu0MTXipvGnBXHz+dkgZkrp5175fGwm8IhMeUOm5CdTFiJT6p+PzQQekSlvyJT8ZMpCZEr987GZwCMy5Q2Zkp9MWYhMqX8+NhPO1Zogpdej+HEev8oavzYbv8X2x8H/Df4u+MPgl4MvFZS+Htsz+XaK/GRKQqMGLW4sMSPid+d/Pvij4H8HpY3l54IfCkpfoS1df+u/Z4BHZIpM2YlMSUimAM+TKTJlJzIlIZkCPE+myJSdyJSEZArwYbM/kuMx8Wuz8fWYC/Frs/GvKv1B8D+D/xH8t+BXg/in3uLOVbr30n3NSBBZcz2ZkkTrAMaP9tLx8auscdh/OIgby+8Ff1vwreAXgx8JPi5oHXD5Au+q2R1q3ltzjEx57hkylkxJonUAZQqcqGZ3qHlvzTEy5blnyFgyJYnWAZQpcKKa3aHmvTXHyJTnniFjyZQkWgdQprAnHwNj9TzPmt0n7ixfC+J/Nxj/2tLvBr8VxPd+OYhJVLMz1rCzrEWmDJRhgy1dw7cX/HTw68E3g/8UxH/z/GQQk+iTYNTGwimskrFkyvtkylpkykAZNliZwtqskrFkyvtkylpkykAZNliZwtqskrFkyvtkylpkykAZNliZArvJNjml/4Ywvv714KeC+NeWfjSIfyYupkkpKbI9E+aRKQupGcx4zIe+xvpazIj4p96+GsTNJKbMPw3iv6NipsTriT/XxgLPyDY5MoUryZSFyBQ4UbbJkSlcSaYsRKbAibJNjkzhSjJlITIFTleaolGv1xxTypR4fNxZ4k4RcyQeH88Z/7vBEc/sTpl3vczXFsmUJF4V9BxTer20sXwxiP+VYHz9+4KYOzFT4ld0r3h2cI6eya95veYYmVKv5jnfJfO1RTIliVcFPceUXpcpsKqeya95veYYmVKv5jnfJfO1RTIliVcFPceUXpcpsKqeya95veYYmVKv5jnfJfO1RTIliVcFPceUXpcpcLqa3aR0fEyK0nlK34yLX4+N54k/q+b8rTsg65IpCbVuGjUDW0qT0jExO+LrpT8TV3MNrRvIrhvOrvfFSlonMx4jU7iSTEmoddOoGViZkseu98VKWiczHiNTuJJMSah106gZWJmSx673xUpaJzMeI1O4kkxJqHXTqBlYmZLHrvfFFXqmqOa9rZNcs7OUjh91za3PoeeYzFa//hKZkkTPAmt9b+n4mhwp/RupZrMadb+t97jr8HKinmmveW/NxEYyJY/Vr79EpiTRs8Ba31s6XqZAdj3TXvPemomNZEoeq19/iUxJomeBtb63dLxMgex6pr3mvTUTG8mUPFa//hKZkkTPAmt9b+l4mcIaTv6N3rWya3aN0vGl3aF11yipSR/WJVM2VtoESl99LenZBGrO37NBcaKTV8ld01L6WTKF2WTKxmQKezp5ldw1LaWfJVOYTaZsTKawp5NXyV3TUvpZMoXZZMrGZArQZsa01xw/6pyt579L5mvLRqbcqLRQW18vHVNznlGDX3Me/+aB7GTKNTJfWzYy5UatH/mjhnrG4NecR6ZAdjLlGpmvLRuZcqPWj/xRQz1j8GvOI1MgO5lyjczXlo1MuVHrR/6ooZ4x+DXnkSlwtZ6J7TlP6ZtxHxf07ErsTaYcqLRplI658npsUDCSTGF1MuVAMgVOIVNYnUw5kEyBU8gUVidTDiRT4JFdV2HrfX0uqHnvqGNq7Po7WtHs34VM2UxpwZRypPR66Zw9WZN5Y8l8bVxt19UgU5hBptBEpjwn87VxtV1Xg0xhBplCE5nynMzXxtV2XQ0yhRlkCk1kynMyXxtcZ0aOlHaQ0nlap7H0s+rvmsxkyqJqBrNn2GcfA2Q0YxeIZAqtZMqiagazZ9hnHwNkNGMXiGQKrWTKomoGs2fYZx8DZDRjF4hkCq1kyqJqBrNn2GcfA5yuZ+eascvYuXKSKXwq25DOyCwgC5lCDZnCp7INqUyBnckUasgUPpVtSGUK7EymUEOm8KlsQypTIKOeSbvrvVeek7G2z5QTFmGGj/MTnjOPWQOnkClcSaZsQKaQgTVwCpnClWTKBmQKGVgDp5ApXEmmbECmkIE1cKLSb71mNYxaMVbe3rbPFN64ctPoOX/Nf4UIZCFTmE2mHEKmAOPJFGaTKYeQKcB4MoXZZMohZArs4FXB3dd1tZPv/TQyJQlDB7xMprxx8r2fRqYkYeiAl8mUN06+99PIlCQMHfAymfLGyfd+GpmShKEDgHfJlEPUZNCoVJqRXDIO4EQy5RAyBYD1yJRDyBQA1iNTDiFTgPWYfJbLlBMW7V33mPnZZr42YBaTj0xJSKa8L/O1AbOYfGRKQjLlfZmvDZjF5CNTEpIp78t8bXCdGZOQbbpqrqf1mrPdI/WaMsUvmtIasDbgCjKl/pie48lDptBEpsCdZEr9MT3Hk4dMoYlMgTvJlPpjeo4nD5lCE5kCwHWW+Aqtj8D9+J0C8DKZwi38TgF4mUzhFn6nALxMpnALv1PYmQlnlCUyhbXUbFAZNrEM1wB7Ml2MIlMYTqbA6UwXo8gUhpMpcDrTxSgyheFkCrCeDDtChmvIRqYAQIpEyHAN2cgUAEiRCBmuIRuZAgApEiHDNWQjUwBgKzvljkwBgK3IFAAgKZkCACQlUwDgaDulQGYyhSEMLHAWu941ZApDGFjgLHa9a8gUhjCwwFnseteQKQxhYAEYT6YAAEnJFAAgKZkCACQlUwCApGKm+AokAJCITAEAkpIpAEBSMgUASMpXaAGApGQKAJCUTAEAkpIpAEBSMgUASEqmAABJyRQAICmZAgAkJVMAgKRkCgCQlEwBAJKSKQBAUjIFAEhKpgAASckUACApmQIAJCVTAICkZAoAkJRMAQCSkikAQFIyhVu8Cu6+FgCykincQqYA8DKZwi1kCgAvkyncQqZwDysP1iJTgIPIFFiLTAHG+3sAgJRkCgCQlEwBAJKSKQBAUnd/NQbYhZ0FAEhKpgAASckUACApmQIAJCVTAICkZAoAkJRMAQCSkikAJPVRkPmczCNTAEhKpiBTAEhKpiBTAEhKpiBTAICkZAoAkJRMAQCSkikAQFIyBeBovlJKZjIF4GgyhcxkCsDRZAqZyRSAo8kUMpMpAEBSMoWnzf43mH/jAZxOpvA0mQLAXDKFp8kUAOaSKTxNpgAfZnof83zqyZTkahazBQ/kYld6zPOpJ1OSkynAeuxKj3k+9WRKcjIFWI9d6THPp55MSU6mAHCuVJni4xYAeEumAABJyRQAICmZAizMrrEHv0dKUmUK9Qw1vGYS9uD3SIlMWZShhtdMwh78HimRKYsy1PCaSdiD3yMlMmVRhhq4zowdxy5GDZlyuJ6NwsYFpzDt3EWmHE6mAC8z7dxFphxOpgAvM+3cRaYcTqYAkJdMYapSdsgRAF4mU5hKpgDwPJnCVDIFgOfJFKaSKXAiE/4cz+19MgWAwXzcPsdze59MAWAwH7fP8dzeJ1MAGMzH7XM8t/fJFICjrfjR+Jng7mt514rPMzOZwhAGE1a14vTKlHPIFIYwmLCqFadXppxDpjCEwYRVrTi9MuUcMoUhDCbAI3bJ58iUwxkcgCvYbZ8jUw5ncACuYLd9jkw5nMEBuILd9jky5XAGB06RYdp7rqH1vaXjZ19Dhue8E5nCBxk02E2GqZYptJIpfJBBg91kmGqZQiuZwgcZNNhNhqmWKbSSKXyQQYNTjJr22btGz/kz/zk4HpMpG5MawMtkCpnJlI3JFOBlMoXMZMrGZArwMplCZjJlYzKFtVnBz/mooPW9d12P3zuRTFmI4eUsVvxzZAo7kSkLMbycxYp/jkxhJzJlIYaXs1jxz5Ep7ESmLMTwAs+7cgfpSaXMdrqXVciUd2RehLP/HfLZoOc8re/N/MxHOeEeyU6m9NvpXlYhU96ReRHKlHWdcI9kJ1P67XQvq5Ap78i8CGXKuk64R7KTKf12updVyJR3ZF6EMmVdJ9wjpxu1ykvnMUVnWjpTdl20HxXUHH/ldUYxce66hpIMzwf2J1OYQaYkJFPGyvB8YH8yhRlkSkIyZawMzwf2J1OYQaYkJFPGyvB8YK7ZiTDjPDMms+ecdoqcls6Uu8xezKMGvOaYmq/NflQw+9pmy3ANMMao1XzleWZMYM857Qg5yZQnzF7MV6aATLEpsYNRq/nK88yYwJ5z2hFykilPmL2Yr0wBmWJTYgejVvOV55kxgT3ntCPkJFOeMHsxX5kCMsWmxG5mTHLNez9TMOMa4jH/IGh9JuQnUzbQM+w1mfKdQesmM/u+gHeVJqd1ekvHl94rU5hBpmygZ9hlCuymNDmt01s6vvRemcIMMmUDPcMuU2A3pclpnd7S8aX3yhRmkCkb6Bl2mQJXG7WySynQ87N6rq1md4ivz7j+qOb8M34uY72YKX5ZOdVsAtHng3h8zJR4TOk8ny0oXWfrV3THPiXIaNSKlymPyZQ9yJRF1WwCkUyBLEateJnymEzZg0xZVM0mEMkUyGLUipcpj8mUPciURdVsApFMgd20Tk5pqmuOiR/58SurpWOiT4L43pqMiMe0XvNTD5V0fIX2EKVBLuVLzXniV2tLOVKzsdTkTum9PcfA2lpXeetkRjKFu8iUQ5QGWabAqlpXeetkRjKFu8iUQ5QGWabAqlpXeetkRjKFu8iUQ5QGWabAnVZZqaVcqEmTLwQxU743qDlnzc4S9Rw/5ynyDJlygZ7F3zpoUenrrvE8MVO+v+DzBd8VlL5+2/pMWl9vfYat74W5VlmdMoW7yJQLjPqIbT2PTOl/L8y1yuqUKdxFplxg1Eds63lkSv97Ya5VVqdM4S4y5QKjPmJbzyNT+t8LbWavtrvOH1+v+Qrtl4MfCH4oiCnzPQXxmNZ7t2vsQaYkNGpAWtPkx4IfDP5J8LWglCk9/1Vh6/E1Zm84NjTeWn21lc4fX5cpXEmmJDRqQGTK++fsOc9d52clq6+20vnj6zKFK8mUhEYNiEx5/5w957nr/Kxk9dVWOn98XaZwJZmS0KgBkSnvn7PnPHedH15WWoU9qzPmyCcF8ZivBN8Ifjv4jeBfBj8RlNJkxu5AfjLlCVcOSOtHe+mrrPH1mC9xY/n14HeC/xD82+BnglKylL7GG6+/9Hrrcy6dB/YnU9iVTHmCTJEpkItMYVcy5QkyRaZALjKFXcmUJ8gUmQL3mJEjNeLXY2OaxD/dFlPjm8GfFfyX4BeC+BXamj8rJ1n2JlMWVbNZxVyIGfHF4OeDbwV/GfxV8PvBvwl+JIhfy43XEzMiw8aS4RqgjUyRKaeRKYuSKfOeIeQlU2TKaWTKomTKvGcIeckUmXIambIomTLvGcI+elb5RwXxK67xry39cvBHwf8J/i74w+BfBT8axGQpZUrUeu92gfxkShI9A1XzevyTazFTfjX4i+D/BXFj+fMgfrU2ZkrMkZhKpWtr3ShsLFCrZ1pKUypTuJJMSaJnoGpelylwop5pKU2pTOFKMiWJnoGqeV2mwIl6pqU0pTKFK8mUJHoGquZ1mQKn69lBSuJ/JRj/8tIfBH8T/HXwX4NfCWKmxP+2MP7cUppEPflCHjIloZ6P7VIWxEyJ//6Jfx/yT4L/VfDfg98K4jlb72vUpmHzgUdkyuP7JSeZkpBMeY7NBx6RKY/vl5xkSkIy5Tk2H3hEpjy+X3KSKQnJlOfYfE40+7eebVX1TFH82G69r9JXVmNGfD3498HvBvHPvv3H4OeCeM74dd3vDeLrpet86gFPlG0trUKm3KgnR0qvRzFZ4tdmfzD4F8G/C+K/heKfdIsbyy8FPxzEa8v2J93YjUx5/HokU+6VbS2tQqbcSKZAL5ny+PVIptwr21pahUy5kUyBXjLl8euRTLlXtrW0CplyI5kCXKc1ZUqvRzEXvhJ8OfhG8K+DrxR8UhCvJ/73hzX30pN33EumLKSUI6Vj4n83GI8pfZ32a0HMl18LfjqI/8VgTJ/SddaIWdP6TEY+a9hPzbTIFLKRKQspfbSXjpEpwFs10yJTyEamLKT00V46RqYAb9VMi0whG5mykNJHe+kYmQK8rGY3iVkQXy8ly/cUxHyJX5WN5/lCUMqm1vuqMeyBMpRMWUjp66ilj/bPFsSv1sbzxHyJ/7aJCfJdBfE88fyla7M5QBYyxU6UmUxZiEwBxpMpdqLMZMpCZAownkyxE2UmUxYiU+AUrRNSc3xNdrSKaVJKli8UlK4hHlP6uaOeG/nJlITioNV8zJcGs3SeUu7E95aOL31VtnQvNT+r5jm0PD9Y34xpicfIFFYhUxKKgyZTbDicaMa0xGNkCquQKQnFQZMpNhxONGNa4jEyhVXIlITioMkUGw60GTVpPVkQM6X03s8UtF5zz9dsa+6l9RjGkikPZF6QNXnxUaNSEpXOWTp+1L2Mkvn3COO1rvjS8TXnKR0jUxhFpjyQeUGWrk2mXH9+yKV1xZeOrzlP6RiZwigy5YHMC7J0bTLl+vNDLq0rvnR8zXlKx8gURpEpD2RekKVrkynXnx+uc+W0lPRcZ+vrPcf0/CzykCmL6kmH0iCXzll6b8/rNdfz7LOBfc2ekNI0tv7c2TtF6/W3noc8ZMqiZAqcaPaElKax9efO3ilar7/1POQhUxYlU+BEsyekNI2tP3f2TtF6/a3nIQ+ZsiiZArvJsPp7Jrb1vfH1+DXYk3eNne5lFJmS3IxhrDlPTe70nL/1PIaX/WVY5T2J0Pre+LpMeWOnexlFpiQ3YxhrziNT4GoZVnlPIrS+N74uU97Y6V5GkSnJzRjGmvPIFLhahlXekwit742vy5Q3drqXUWRKcjOGseY8MgVoc+WUtu4OdpB1yZRKGRZ56zX0fMy3Dv7s89ecE7jTlRPbuvvYTdYlUyplWOQ9KTA7I2afv+acwJ2unNjW3cdusi6ZUinDIu9JgdkZMfv8NecE7nTlxLbuPnaTdcmUShkWeU8KzM6I2eevOScwUs+Et55/1DnZj0zZzKjBj+cpfZ22tInZfGAHMoUMZMpmZAowhkwhA5myGZkCjCFTyECmbEamAPcr7QJ2B1rJFIaYkUejrg24mkxhFJnCEDIFeEumMIpMYQiZArwlUxhFpjCETIHTfVQQ/1vBeHzp9Zrzj7rODOfhMZmSRM2CzzZchhR4S6Ywg0xJQqYAa5MpzCBTkpApwNpkCjPIlCRkCrCGKyffboVMWUjPoBlSYAyZwpVkykJkCnA/mcKVZMpCZApwP5nClWTKQmQKzGJCrrf6M1/9+lchU/hU69AZUvZhNV9v9We++vWvQqbwKZnCuazm663+zFe//lXIFD4lUziX1Xy91Z/56te/CpnCp2QKZLTrpO16X4wlU95hcIBcdt2Vdr0vxpIp7zA4QC677kq73hdjyZR3GBwgl113pV3vi7FkyjsMDsAjJ+ySNfd4wnPIYPtMOXkhle79s0HPOU9+tnCuEyZfpuQhUzYmU4DxTph8mZKHTNmYTAHGO2HyZUoeMmVjMgWAtW2fKSeQCwDsSaZsQKYAsCeZsgGZAsCeZMoGZArQxq7BKmTK4WxWcCKTzypkyuFsVnAik88qZMrhbFZwIpPPKmTK4WxWsJK7JvajgiuvgTPJlAPZZGBVMoXTyJQD2WRgVTKF08iUA9lkYFUyhdPIlAPZZABYg0whFQkFwFsyhVRkCgBvyRRSkSkAvCVTSEWmwClap93ucCaZAgzhQ4Q2MoUaMgUYwocIbWQKNWQKMIQPEdrIFGrIFGAIHyLAeDKFbfiYBNiNTGEbMgVgNzKFbcgUgN3IFLYhU4A12K3qyZQLWJAAvOVToZ5MuYAFCcBbPhXqyZQLWJAAvOVToZ5MuYAFCQDPkCkAQFIyBQBISqYAAEnJFAAgKZmyEF/FBeAsMmUhMgWAs8iUhcgUAM4iUxYiUwA4i0wBAJKSKQBAUjIFAEhKpgDcxjfO5vFs9yBT4AEbHXNZYfN4tnuQKfCAjY65rLB5PNs9yBR4wEbHXFbYPJ7tHmQKPGCjA15mp5hHptzIwgbYgd18HplyIwsbYAd283lkyo0sbIAd2M3nkSk3srAB4BGZ0klqAMAsMqWTTAGAWWRKJ5kCALPIlE4yBQBmkSkAQFIyBQBISqYAAEnJFAAa+EYeV5IpADSQKVxJpgDQQKZwJZkCQAOZwpVkCgCQlEwBAJKSKcBw/x9k6hMNvx9zhgAAAABJRU5ErkJggg=="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 marx_sim.psf -scale log -pan to 4105.5 4113.5 physical \\\n",
    "  -zoom to 4 \\\n",
    "  marxA_sim.psf -pan to 4105.5 4113.5 physical \\\n",
    "  marxB_sim.psf -pan to 4105.5 4113.5 physical \\\n",
    "  marxC_sim.psf -pan to 4105.5 4113.5 physical \\\n",
    "  -view colorbar no \\\n",
    "  -saveimage png ds9_exercise15_ec1.png -quit \n",
    "\n",
    "display < ds9_exercise15_ec1.png\n",
    "  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Run the Lucy-Richardson deconvolution tool arestore using the broad band flux image and the PSFs simulated here.  Try with different numbers of iterations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "arestore \"acisf13858_broad_thresh.img[sky=bounds(region(ds9_bkg.reg))]\" \\\n",
    "  chart_sim.psf arestore.out num=150 clob+ \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 acisf13858_broad_thresh.img -scale log -pan to 4105.5 4113.5 physical \\\n",
    "  -zoom to 4 \\\n",
    "  chart_sim.psf -pan to 4105.5 4113.5 physical \\\n",
    "  arestore.out  -pan to 4105.5 4113.5 physical  \\\n",
    "  -view colorbar no \\\n",
    "  -tile mode column \\\n",
    "  -saveimage png ds9_exercise15_ec2.png -quit \n",
    "\n",
    "display < ds9_exercise15_ec2.png\n",
    "  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Create a 3-color image\n",
    "\n",
    "Three color (aka \"true color\" or \"tri-color\") images can be useful to help guide analysis by providing visual clues about changes in spectra.\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 16\n",
    "\n",
    "\n",
    "1. Obtain the data for OBS_ID 13736.  These data will only be used for this exercise.\n",
    "2. Reprocess the data using chandra_repro\n",
    "3. Run fluximage on the reprocessed level 2 event file.  Use binsize=8 and bands=csc.\n",
    "4. Load the soft, medium, and hard band flux.img images into ds9.  This can be done in the GUI by creating a new RGB frame and then loading the files individually or on the command line\n",
    "```bash\n",
    "ds9 -rgb -red root_soft_flux.img \\\n",
    "  -green root_medium_flux.img \\\n",
    "  -blue root_hard_flux.img \n",
    "```\n",
    "5. Log scale each of the images.\n",
    "6. Use the Analysis → Smooth on each of the images.\n",
    "7. Save the image in PNG format. \n",
    "8. Exit ds9\n",
    "9. Use dmimg2jpg to create a similar 3-color image.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading files for ObsId 13736, total size is 322 Mb.\n",
      "\n",
      "  Type     Format      Size  0........H.........1  Download Time Average Rate\n",
      "  ---------------------------------------------------------------------------\n",
      "  evt1     fits      286 Mb  ####################           29 s  9947.3 kb/s\n",
      "  asol     fits       27 Mb  ####################            3 s  9959.0 kb/s\n",
      "  mtl      fits        4 Mb  ####################          < 1 s  5629.2 kb/s\n",
      "  stat     fits        3 Mb  ####################          < 1 s  6104.2 kb/s\n",
      "  bias     fits      487 Kb  ####################          < 1 s  2137.3 kb/s\n",
      "  bias     fits      436 Kb  ####################          < 1 s  1944.0 kb/s\n",
      "  bias     fits      429 Kb  ####################          < 1 s  2087.8 kb/s\n",
      "  bias     fits      425 Kb  ####################          < 1 s  3001.3 kb/s\n",
      "  bias     fits      424 Kb  ####################          < 1 s  1799.4 kb/s\n",
      "  bpix     fits       78 Kb  ####################          < 1 s  844.1 kb/s\n",
      "  flt      fits        7 Kb  ####################          < 1 s  97.7 kb/s\n",
      "  msk      fits        5 Kb  ####################          < 1 s  93.9 kb/s\n",
      "  pbk      fits        4 Kb  ####################          < 1 s  47.2 kb/s\n",
      "\n",
      "      Total download size for ObsId 13736 = 322 Mb\n",
      "      Total download time for ObsId 13736 = 35 s\n",
      "\n"
     ]
    }
   ],
   "source": [
    "/bin/rm -rf 13736\n",
    "download_chandra_obsid 13736 evt1,bpix,flt,mtl,msk,dtf,bias,pbk,asol,stat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "download_obsid_caldb\n",
      "          infile = 13736\n",
      "          outdir = ./CALDB\n",
      "      background = no\n",
      "         missing = no\n",
      "         clobber = no\n",
      "         verbose = 1\n",
      "            mode = ql\n",
      "\n",
      "Retrieving files for CALDB_VER = 4.9.2.1\n",
      "Retrieving CALDB index files\n",
      "Processing infile=13736/secondary/acisf13736_000N001_evt1.fits.gz\n",
      "Retrieving CALDB data files\n",
      "    Filename:                               0------------------1\n",
      "    telD1999-07-23geomN0006.fits            .................... (skipped)\n",
      "    telD1999-07-23aimptsN0002.fits          .................... (skipped)\n",
      "    telD1999-07-23tdetN0001.fits            .................... (skipped)\n",
      "    telD1999-07-23skyN0002.fits             .................... (skipped)\n",
      "    telD1999-07-23sgeomN0001.fits           .................... (skipped)\n",
      "    hrmaD1996-12-20axeffaN0008.fits         .................... (skipped)\n",
      "    hrmaD1996-12-20vignetN0003.fits         .................... (skipped)\n",
      "    acisD1997-04-17qeN0006.fits             .................... (skipped)\n",
      "    acisD2010-02-01qeuN0007.fits            .................... (skipped)\n",
      "    acisD2000-11-28badpixN0004.fits         .................... (skipped)\n",
      "    acisD1999-08-13contamN0013.fits         .................... (skipped)\n",
      "    acisD1996-11-01gradeN0004.fits          .................... (skipped)\n",
      "    acisD2000-01-29grdimgN0001.fits         .................... (skipped)\n",
      "    acisD2000-01-29gain_ctiN0008.fits       .................... (skipped)\n",
      "    acisD2005-07-01evtspltN0002.fits        .................... (skipped)\n",
      "    acisD2010-01-01ctiN0009.fits            .................... (skipped)\n",
      "    acisD2012-02-01t_gainN0008.fits         ####################\n",
      "    acisD1999-07-22subpixN0001.fits         .................... (skipped)\n",
      "    acisD2000-01-29fef_pha_ctiN0004.fits    .................... (skipped)\n",
      "    acisD1999-09-16dead_areaN0001.fits      .................... (skipped)\n",
      "    hrmaD1996-12-20reefN0001.fits           .................... (skipped)\n",
      "    acisD2000-01-29p2_respN0008.fits        .................... (skipped)\n",
      "    hrmaD1996-11-01wpsfN0001.fits           .................... (skipped)\n",
      "    acisD2000-01-29osip_ctiN0006.fits       .................... (skipped)\n",
      "    acisD2002-11-15gtilimN0004.fits         .................... (skipped)\n"
     ]
    }
   ],
   "source": [
    "download_obsid_caldb 13736 ./CALDB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Running chandra_repro\n",
      "version: 03 April 2020\n",
      "\n",
      "\n",
      "Processing input directory '/home/kjg/Workshop/13736'\n",
      "\n",
      "Resetting afterglow status bits in evt1.fits file...\n",
      "\n",
      "Running the destreak tool on the evt1.fits file...\n",
      "\n",
      "Running acis_build_badpix and acis_find_afterglow to create a new bad pixel file...\n",
      "\n",
      "Running acis_process_events to reprocess the evt1.fits file...\n",
      "Filtering the evt1.fits file by grade and status and time...\n",
      "Applying the good time intervals from the flt1.fits file...\n",
      "The new evt2.fits file is: /home/kjg/Workshop/13736/repro/acisf13736_repro_evt2.fits\n",
      "\n",
      "Updating the event file header with chandra_repro HISTORY record\n",
      "Creating FOV file...\n",
      "Setting observation-specific bad pixel file in local ardlib.par.\n",
      "\n",
      "Cleaning up intermediate files\n",
      "\n",
      "WARNING: Observation-specific bad pixel file set for session use:\n",
      "         /home/kjg/Workshop/13736/repro/acisf13736_repro_bpix1.fits\n",
      "         Run 'punlearn ardlib' when analysis of this dataset completed.\n",
      "\n",
      "The data have been reprocessed.\n",
      "Start your analysis with the new products in\n",
      "/home/kjg/Workshop/13736/repro\n",
      "\n"
     ]
    }
   ],
   "source": [
    "chandra_repro 13736 out= "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running fluximage\n",
      "Version: 01 April 2020\n",
      "\n",
      "Found 13736/repro/acisf13736_repro_evt2.fits\n",
      "Using event file 13736/repro/acisf13736_repro_evt2.fits\n",
      "Using CSC ACIS soft science energy band.\n",
      "Using CSC ACIS medium science energy band.\n",
      "Using CSC ACIS hard science energy band.\n",
      "Aspect solution 13736/repro/pcadf444947551N001_asol1.fits found.\n",
      "Bad-pixel file 13736/repro/acisf13736_repro_bpix1.fits found.\n",
      "Mask file 13736/repro/acisf13736_000N001_msk1.fits found.\n",
      "\n",
      "The output images will have 304 by 394 pixels, pixel size of 3.936 arcsec,\n",
      "    and cover x=3568.5:6000.5:8,y=2840.5:5992.5:8.\n",
      "\n",
      "Running tasks in parallel with 8 processors.\n",
      "Creating aspect histograms for obsid 13736\n",
      "Creating 15 instrument maps for obsid 13736\n",
      "Creating 15 exposure maps for obsid 13736\n",
      "Combining 5 exposure maps for 3 bands (obsid 13736)\n",
      "Thresholding data for obsid 13736\n",
      "Exposure-correcting 3 images for obsid 13736\n",
      "\n",
      "The following files were created:\n",
      "\n",
      " The clipped counts images are:\n",
      "     tricolor_soft_thresh.img\n",
      "     tricolor_medium_thresh.img\n",
      "     tricolor_hard_thresh.img\n",
      "\n",
      " The clipped exposure maps are:\n",
      "     tricolor_soft_thresh.expmap\n",
      "     tricolor_medium_thresh.expmap\n",
      "     tricolor_hard_thresh.expmap\n",
      "\n",
      " The exposure-corrected images are:\n",
      "     tricolor_soft_flux.img\n",
      "     tricolor_medium_flux.img\n",
      "     tricolor_hard_flux.img\n",
      "\n"
     ]
    }
   ],
   "source": [
    "fluximage 13736 out=tricolor band=csc bin=8 clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
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C5mE565nGvUPxQT/mroi79aQnL3ubgjPOEyXhoCw96nAPixGiSv4hyf6hKhPFIJZmDmL84wz/sBjdzcUghUHEgCNyak9wbj1sLvM2iXGI0T2J9Oghdyq2n6YedAVvNb5bVRzp3ON5Saol9hOKq6Etl9PO7rw25dyVAFQ6+aHMWjvUd5Uolgobc6dw7sSSODLLx9uJyHruZK96tl5+tZ54/E3y6ff80d1S4HaC/IP0+k7ixf2Ef95L1tUjqBQ0qcdI8gh+8wAXHpoye9ui61+FY5QLQOkILJzejy12TwILteg8AIAvwCwCN8XncHy893tNsjUEuEnZhm8sw9cbV6SlGcP0iLt44s2H3N2AdxR1dkV0rKOTpHuQ9k1T7p+U/T+XH38su34sYR8zhz/l8Z9L+Ns0cSGi5xT2jt/9UfG+F9zXGedUt44TDybZp63yo2Hl4CJ32M64RorlPOc5zzkGCUMrDlVltMcbB6qtKXuzkqvI7PTER70kNkxujuK+c/6gpTp62rO67p4KUJ+ZX9nVlPAme1gSvekIVAzvl2M7pWNH58wjPfem+Z2EuCscI8wZzEWwB/4D/sz1POqUWIgK2Wn/oXC6lznZTUeQctSbIT0Fcq8Rwwvc05ruayUPSjSSYIx5ci0bMZZTu2XOXj6xFE/26qy3F3PUwlCVcheCtpofrjzHs2+I7GtnLmisvDA0z76rPPnfCg/Wkq9XKqEVPUpoEUgI4IljIvvSlXxKZE+g3LFdn3cmrzfpxqs7a7UzNH10pxg95EhCfbayBC92UQKLtOg8AIAvwCwCN8WXdPxh6TFj9svGlGStx8wz2ngedgwj7t6Lp82Atx/wNUNQn92ZCLaOunGec00K9pnuvk4c/pTe+VAiPmThX2rQh9T2+6zhfcI04bZnHHKtID8Krmvd/VYzj5M7s/hBN3vULR6MMvud1MGEd8yStnHaMsuap/qdqvinvLCZ51b6SXSS8XbUJ31pb8oejhRnj90aHt/uU0jz9EGGftikXxS5p33mSVl41RRf5VhHjnMWSbjCeOr0gx5F5MOuSuQgST0t0y79yKc+hli/Q3xqp15jVMBIBV0KZWRPcT3syQfQ1AmcJvdzpK8QcWdCD7NRV45+lAnDpSiuP/WU31iyrKMSs3Q5qBJydjn7SN1v8d5ObCdH7lciWP3E0jjZrZ3tlk/nd2rIh9erx982TpFOYK0VROoxYz1iFwPmtP929nit+MpQfb5WO7pXCW4WX6HUA2Ni35j3ENlDtBDbaj1eP3luXHq10CUJLNqi8wAAvgCzCNwUX9LR+tuTE0s0uqPxUDVyqx/Y6ofgfnS3e3ww9vtatL0nWDsqkhWXSyrU1s0X2Yfvk95pwvU+v/M2+83PlZ2fMp6fc+jP+tZbBptwro7s7YvOgQyPE7ZZzjjVtycJ3zi/1854unGsHfeOEraJfnuShi9011XcPZUsBdJWU4h+CrtQn14lH7fST0fK62buQZ3Du4x5eLLTjiJ6eC8vOYry46L8qiWftLgXeeawSFuz1FaVPyxI7hLjrnB4kpl3F1eZ3s2eWqRTnxoynVHm8NG9s1O3GIa4MBSNWFQSTp96+NcWOYCqYVfhzJ058WX9O+nj9VIAyUXxzKkr/saejlmrjKcbRVuMu8N7Z6xrFEVrIU+DcjbP7P2AbXi0X4g9yQSdeshGBjclyhenjDkGL8srfXFeiZzFI1PKD3WODOUjOPX6fjmwXfE7ChGj8GpLeo0wL+F8EO2d/EMv+G3n9b8s7Sz9x0n0gb9Ti84DAPgCzCJwU3wOx8Mf/qXw3F0IP8vHdprM7VZ4tctgXcE45feGFHHJ7n6QiCvNNhGwjPBtX3P/lHJ+SD34MXXwNr/zsYBep3au8k/fpqHzLHShI0Nlv6887Mq7o7h5mIOvMvcvdPgiic0yu8O0oy4Slbizl3JO03daGtSWH470/arsqkoHJc7ZnlcW4XCovBqpT5vpk3ryeSXrq2qPesrTdOxlgnInVHdWPsyLh3XhZU9/XqRcBRlLUZaK/CDHPG4En5Vod46HUyEsHcUSr1z8SwcV9Z5Ets8iG9FXRvUYF958//rlxqnfxz/xcE+M1JFDfgWrjzD1yEkem0pBQza6mmfhRAjWXnyvB9FiGK6ReJyDaoxlEF7rRbAca00GPamIt3fmaIW8CcYhvtqXw0Yh4sqEttKkqxw0lMOrqQiSf73HvEE7z839MFE9hRPHBi1gLZBYOgDlTtbjZ2j2oTv+5E7V/7vr13jxaKVq+ZfFrklgsRadBwDwBZhF4Kb4HI4nXy81n8Dd14epmK8Z224wcI9DmqqvLe31Y54J47hWoA8KNuaRkYpcJ/CfUs9+0h+eJ1++Tz57l3Zcpw9Gwl5ftw+VzaFgmHBbU3F/GLeOUpZpEpsm0XOZeJtxXhSI+eWygtX03UF8d6yjbRopMo685sumoLzurSf2CnFPTX0yVB9X5KcN8mk+vleSfDXNUxYeZsIuOeZIK6gu+OIRuEATVR5uiNtp5ruCaC6ID+r84wL1LM8/SrFG4ZVdeeFST7Yjr7zxo0MljETCZu3InXqNZc6sZ0fL7NlWMGgWXplyR1btGZF5syoEsGoUb5B3m9R2QUQywmqZ+qFNGpt+vBFbjjO3suQPo7C5G3M3qP1sxFc9fdLliRENV1k8Q3mTYW+RWi2F4daps3CGlMJEOebVQnuFJ2jVjw+ODPkji/Z8KxGAUhGsFoBTEUMl7Mo+RfUXq7mzLUVAxgGE3l0KLnZPAgu16DwAgC/ALAI3xedwDC3/7503yw2/uxkyq8wfK9R2jSV6irelHA51xyxlmibNY80xoD1d1jn+dFSK60LcHWuWgeY8Ty5fx4lp/FFHgtuaqyOZLmSkL3smkmeiQuO0a6IRvYRjpsPvMo4uR3RVrKM5+/GDiUy0OEeRcRUFU1pFc/Jel3JWpL2i4O1K+zUazUU91RhRi3pKtD1OokzYoRxjOmWX/G7t1BtnrAXRkpZvFxL3VPmHuuRI8cYS602LRCaMx58/0E8fpIJ7Kb+veOrLRK1CBOPD3lxoPx+xV8JQkv+9HlqJk7fTISTphxNn9lLUV2MOZzTW5aAmR2Q1S1FcG0bvDCKmVuzrUuzbGnO3FbEMGHeVd9RC9kLM0aDxDmWu8kg+5qmyRCPq7Puh2hu49czdeX2vFsPqfkfOT1SO8bIfKb0w5V6ZC2FjLbSVCtvL7HaG3dYjDuEUYqLGNO3WTr5uffUPi12TwGItOg8A4Aswi8BN8Tkc8fv/mH621TnabkTWm+y3Zc56zhIz2T3R3bPU1jS5MdHRkejrkA+GnGegIwPV19HNPQGp6RvnytaPed/H+MGHxGEvZb9IWaZxx7X8dMQ8PE8dXBZ9l0XvNO77sfjobWp/Jj0a8r6x5hpL3llqdxB/PIjvd1VHhfP0hP02tV+n9jvS4bzulGmiFLE0z5x1P1YMwnHSogRc+YAncUZI/t10zJPisKxqykvLcWY5R/9zitpKk8uSgGRZaypMxF/Pa8rrwunD9Nle3u+Mk7AYMcsBt8J6yux+RtwvRJxabLUQvl9i1krzxkPjBWanG3W0adskfL/NEw0VqfObrZC1ETG2T6FmjGjHsHFwo8pY6yKkh4lUwBcPo5kzX+YES5K2QhStnWHlEFQJGCqPtmonG53AZjmEJd94Cm+Iymsi92Kj/MZWDrvrfnvplKieYfHYvcTpJhmwaaRd92+eI0h/aYlb7J4EFmrReQAAX4BZBG6KL+n4z0tHD/8x++Cb+ouv0tT3rYj1veS5TPou0+gkYZ5plqHiGzN7XWn3nN3v6judlH3MH3YS0JgxzRKu9yrxIbE/kZyz+M4kvvpBIt4pjy64JzPZd1FyXsTtV5mDtznP2+KjgXQwkncvWecwbp/ovm5+d5Da6yneoQr3WbQXMddj7ppEdBJ7TQEvBB2lM1P+BEud3U75t/Ugkj6D0n6j7rdkSHdNhiqKqSqYC9Gt8uly/o1BODEKEVQPYqmnRPzsUfq1Jxs8EF450hE7F0SUs/0EiRXo3aL4qBR+JjJPtVNHdn6PDJKnXVXeVeUOWxzSI7dq1EZHsBQEU4XCmxFD6cxTIt2NwOMeu9MkiSaD5SRPln2aCB4yUbvwmuD9uByF4rQ174fS5EomspwPrmdPTNmwLfXalXvmST3brZw6KydQ5thTCvuKFFHwO1N+JHtyNxFe5qL3SRHW/J7Ok63W0srrha5JYLEWnQcA8AWYReCm+JKO5iXt9Hbr9R9b4TvZsz/OSPO1uvNj8nCiIZfK5qWEv5U854zznNqe8O5zBh1Jj2bC3kXMPREdU2H3OuE6F6ErBh3wrkvac8ER54nDa80xUfCJtnmp2joaelVwNeK2murpS66pZh5qrnGCmMZ9/YSvK7vbqqsfN9cpLBvFKhJSlpB8yJE6heUza+J0TQuuqUGbGrPoQaN29m3mBMqTaIYxlzkiy2DpqC1/tl063lLONrgTo3iGcSd27nRHjXiVU1gLOxMv3JmYVw14ioEHRX4vF9grUk8Udj+uoDnRnmPthU8vMD1oCIdteqcq2NsimpO8OdFXpx0der/JenJneIXfKzK2RnirHrO1aXcx+Kgc8aUCy6nT9czDtZx/I3cGp0/X86ffl2P/LfNmLRcwFIPO9JE1fYoXg1Y9iiVP8PgLa8LvLYVgMUgUAu5U1JGKGpPMjsJ5OYHQX3gE4tuFbklgwRadBwDwBZhF4Kb4HI5B89fDN6brkH0QuDtkt5ri/Xeau696rxhHn/n6XN4eCr4LyjLirRcxY4+3vxXQCeMbStiIco/Uvank+UVZnlLoB813TUPnCvZOtV8kiZm4MRGgkeaZpfbHuqmXwuvqp6NoB4q1Ebf31MdD3XopYQ3F2eLhrmgrMmg+iiep7RQHlY4RKWiLR82ZGJGNWSRqU4xZlOhq/ul6KrQphKAEbeQDhBBxiyFX7g1UPiFKxw4tDIsBMx/yMLEd7cQRDzgTb1yFqH3ecpLMQZrFlADBnz1KPYUyjKMgGBOiJa0dJGhvWXrUpg8ajKMlQyXNnpUOE5S9KMxrirsZ3Ulw9lTIXhHcpRjcldBS7DAZ2UkHnTJtKgS2a0/v5V9ZK2eW9Jvb9aP7pdf38i/vZk/hUsCVf2NpndyrvoEqZzb1EV44wNLHSO4YKr/EUzFnVbBVI0gxApUEt0iip8fOpXvWpSXQVP5+LToPAOALMIvATfE5HOnf//fZsX0c2h5JG73kP0+z1mri/phzDKO2AUW0SXjIw62Y+5wxj3jX7NR6FbNecfglvzuTDkbC4yvJe84cvhf3xvL+u4TnPed6m/Z8iHumGjxLGGeJ3b7muEoS7cT2JOvoa/A0bayojyvS/lR2TyTHhHFNRfeENw2Z7XIIS1OmDOvIUnvZgC0XhasRLB0z52JbXOyP2lNTOrBeONlU+f9Oh/8gRzcDISxMwkoUL732Zc/2EidE5hjP+X3p17vJVwfZ176k354+siZ5KMPvJzibLDqiEZyLOeLkaob9ThNgNeNMpV5WpScV8XGDNLdYuMXbyuJujsEa8taEdVR5d46yF1iidOQYcNamiNV4OB1wF2hbPrZR9MOV1+byMVEN4+WIrX263XkJZ19Yyk+h9nNn+uV27TXUjmxknqHZfSJz6Cq9IHJ+LHNsb3GuEguVIsuNU2ODvseHfjC9WltaX1volgQWbNF5AABfgFkEborP4Rhc/ofh87WRnxhxv73WVmZJbJqwt6XlCe/ty9CMtXaj5il/70KAZhwyIrGPMdc1Y36r2d/yB1MNH4jOaxbrx9xDZWfIu0eqZxJ19WlkyG6MGFNfRnsCPBG/Hev2vmwbaUiLx9oi1uW8Ddp4GcAG81tx3rFq75BYxW9JhIyctpujd7L0TiVqzTNEi1+pcLfq7D2eMhWPsQyzoQYMafrb+MkyEzPRvIthMIr2aqFD9QxOBNFiBM9GfWLEI/I7OmnPxm5no+uZ6G4xZhOobU50cAKkyFietiUYs5pEdM2V1h/ldVOJcXTpe22OqLA7FYloqkSLw2vkXpLz1IJQm3I0/USX+14L7SWjtk9vQYogpTfG0sFG8XS74Pemw6bSqacW8DQfQ93H9u5jZ/cFWmKsWcaVisD8kWPeUfJneCVkrfstuYgj70fkY1PqhaUQMsgnvze8+O8vfd8urS92UQKLtOg8AIAvwCwCN8XncBS/+oeO19k52zsPud9K5vfazoXoGpPEUEEHnGvCGSfseo/Z7FG3G/xmn/KMw9BIRMcKOhY8fdk3VhzTqGlCOnqSfaS6Rpq7T5mHUWMrinf8jkbMW/bbOjFnhdup054i7aiyrn4Ub/P4gDH3WWQStXRkuC3iXWq7GUCyJJYSkIy0W4uhBdZd5y0FDu/TmxXxbo626OxWlrMqHKTRlgy3rcbsYszOcU426gjHPPqpPRs2FWlnOgCnSTsl2lnSXWS2E9QPRT+eDptzYTMdMdM0ofNELmbTQ1hSRGTOWRCdWdlTVJAK6WqIUJN3Vnm0I5qanEsM7eTDT4siUuf2ujFn6Ww3HbFJYV+ZtWf9lsIrKP/4tvTKnDwzcq9t8bC1/tpVDWLVE1ff7+mEvJUQWgjCJZLQg9ZPZ34Le/NhZzXgLr1xxl97lVcbSsCQO4ISz6zlPejMcfsleNHn79ii8wAAvgCzCNwU82Q8WlrS9v5h8HKjSz+ZSM6pAp2n8SvV1WFMHd7e1tH5v13W1mPQJmctM1iDgfvzRctZKgLcJB112tcU4D5n78tEO3PQSzn7unusY23G25bnV8PLJN4RLVUJ7nLuLodXWFuD3qmyeFclMor90yssUaxOeTvybkXYbXGeTMieEz01aqsZxJsRe4Pz1Vlng8UqjE1jTHlhMymtpEV3lrXkOWuWcWQiTiWCxmhUDOxoYTwew+PcVi6Apl47tDCRIXdrNJIV7moBYz68ngpZskFcmVeWCKoHjOmIV2YIjfSmYjslyl4kD2s0XmV2KhxaCq41ubsN2pCgDnJ+X5NFcixeDu6X/LhGYvHwPf0YK742JY/Qwul6IraRi1hK4du1EF4MY8Uzez7oy4YPa6H99Bt7PgRXTqwlYd6ToMwZmvHbCy93y4GHyRduMWiP+5dbIfvwgae2783YjItelMAiLToPAOALMIvATfEpGl1L8cBSW0LaomMqOtuypa66u3FsHLV1BUuDx3ucsSsYBurWWER6vHnIWqcRqMIgLQ0bsuYyh9RUoi9vdXVfR/cNRHdfsF/w3qHobIieKkO0FagRt80SG+eJzYl4t6NaM7SzLrjaor0pfvrgwC5PdBV8FD8Yxr1Faq8U9WbnfUg1Vzhjk8Wq0lYlARUkJEsZtYhdp75X1XWOsdLMZoq1y6RXDnu5sFuhdhLBTy8JacwyR0Kq35E79s5LQJJ05ESIoe6KoVUuas1SmB5DkxFn6nQ9GYVTfmeS98Tp/VTYnab2a6S7SD1scIdF8iB9Zh1EsR5LZCOe0uluLnqvGINzITgdc+aEDfnsduElFn9KpI4d6RCRpA3lqK0dhisRq36yq7+Gks9dyWMsG/JyUZMUuJNhrSxlT8Ww4pG58Hyne/qoebZfOjqU30DF083W05Xegavz0BIi/ghe9Pl7tug8AIAvwCwCN8WnaFxZgs7+Z0pdm/DuFmtqUnhd9U1E11UMn5LEKEZ0WPNI/t8H4vJYhKecZcSYByQy5IiR4DkX1noCWpaNXdXbUZCe4BzG7BPWNmXQNmNoi0iVdDSE3Y7kaalbw8TtlrqqKNaC7KwJSJfb6ZJER/TUOawnu0Yy3JI8ddZdoIiGBOU0W4tFGpy1yZqLElSSzPGQIxeyZaN2LbbCsGadvK3Q1mQM5s4MPOPOCEieQQvUPTmKhmlcDjvUgIcX7BrvUzmfGMISR4Qetgsxh8gSYmArS5qSr6FsDE5ECZ1ypjhfOmxM8XiZtNTYvTzjKwi+EYONRVeFxEpBqEZZcpGVTBTPBrwFGkqeofFX7tQJkn/iUSJEmnaVomiVMWf4Ay1skU49uTNLOmgsxpBU+G4iYkiEDGIYV8/Q/PPt9BtH9vhxjfQUjj3xoC97Zmg8gNsPt9qBNR0yPFv0pgQWaNF5AABfgFkEborP4fjoZGmi3B5xv3sXW+7HTOOY44IhroLGKeVsCo6hahyLtnMev2Tsk3mlUNbaDFph3T3Fcy65GgLaEg9r8YOWdtCh8RkHj3lLXzZ0RGNXco+4h31l/rXfEW11fU0RkJyEKIIjx9hbPDHgnB1+uyUjNd5WE711Fa3Iu1XRXRbQEonnY3jp08Ec8yvv6hSWpW8XovYSaUucOeJnFj60nYoiatgrhbaVkFmk7TIFiTQkR6GzkI+OOiJRK0W6Be5Qjbg1vzN1is+LC0v6wjQh0BAbwOMBd+IZwR0jydieGnDJvDPHrJepjS4DtXlvTkR62m5bQUqiucnDXWleXyA9gJbnVSmCylGXFHSVQ0TlZKUcxAs0XokhBW4vzqMCu6PRSI6CcwEsd4wnAu54FCpHDakoVDjbyr2wJI/tcdJRirobpLcacZbOoMIzpBpAkySs+qGlJcNiNyWwQIvOAwD4AswicFN8DkcK+U2P/28fjm+NY3+4oNamgv2CM52T6EjA2jzaZndmjHcS3RmRvr5qaKqWkmKvCc6qelhXiZ6Ctz+dN/ZBKb7TYDx9fv6drY6MVUXzWHQ3hYO6hjc1rKxua7qxLH46mqTKWfI8UuKJLgePOKJHbnW4T2epr8s7Ndme55AqA2Vi5lRgvv7dueiDBLWfZT3xEJxkiMyZN/ES4o5s6bNVmfPyrFemXFwQpjjMH4Xo2EYsQqgne0HSRUUxgXULjFcnkURwXl+sbISIkh6V8UQpnGfh+LGvHIDjIVyJOFXGy1HuBG0s0VvN8LxAuFpR+5CBWwrWIM1lxtjirYXoVj5oyB+vlKO3xROLFHCXT4ydlxuFE0s5aGzMywoJpaMHqZi5TtubDN49s5ee7omv8QRN5MPLudi3hZCl+dKafGNN+/FqxNzxu/JBJB2+r/qIwimWlP8P6YXhGbHYRQks0qLzAAC+ALMI3BSfw/ERsjTvCtPQD+9461jbeqtYJwI2ZsxT2tJjkFnAMYk5JhzRj611ZXNPMfckZ5+zV3i8Lq2V6HsNbqMmGXqCs8KgLR5raRsteb1BmqoxV5VCKry9Ia/Xpc2qbipy8JCD6iSWj91LC1s5yVbhtuqMrR7ZrMecFZEoijvlpKPCw0Xamgnh+agrQeMFzlmOWXNBd/KNIxXC9X2r9tqsBnGdssxryqdnU2hLmnaxFM6RlvgxoR65k9FdnbGVSDRFObIhpBjAhDBOUnaVtseDTnV+zRNbIUyUQ3adxuOCXSWd8ZhTpGzFGJrkdvTwo2IQblB4h4NqLFrzo6WopRhaS4Tu1KnlzNlK0W/JvbAUjpHym7VCwJoOWgucocgeFKLOSsRVDzs6EU/P7yiHbUlyNyWY0vxqgVxpsRu9F/bWEZYikRrpbIbNeQbhXq4Lx1j2xFF4Y0k8XgIv+vw9W3QeAMAXYBaBm+JzOD5C/mfZ/+35meFaXL5W7rfE7Z4A52hjWzb06M0phY0YpM8TU940ErenItz79F5ioquae6KhzmyVgsZWzNQJ4B0/VtOwrrLaVldL5HYhDGVId4nFaoKrLJkLgq2ioC3GVWJWSuRWXlrPy9tV2VakzS3a0wraW5GDNu+t0TsNyZujoHQELZK+AoumaLROuXIvXGQETlGbQvSen0XiFEzTLj6Exvy3k2Ezw7sUcv8sYpeC7soRkaF2i5SrcOoSQ0Q84tUCDi5mT/DWJAfnKFQL2RMxtHbkS8ZgMTQvN2gmhPBRrBDeTNHbJc6n864USVQpR1nFB2GkFvS2j+zF4GYpYC4HrM3QVsu/Wj5bKZ1t1qLL5aCtFDKWBGeT221Tvk4Yr0R2q6HDOuetSs6K4iiqeF68X1S/aTDrnSBcirgy1F6RdtTmnSYMFUKo+MSZOfUUH1iYpduLXZPAYi06DwDgCzCLwE3xORyhf1pKvljvHP3X95RhwG1fstvVGFJnLPXwSodc64eg/hnWJD19GptIcIe3VylPnbU3ZOdEcw1JvBhxVQO2dtidZmw1Ci1Khga7kg/bUiSe42wVfi/NO4siUZagIu+oCkiBMpVIU42DP11m0DLpLDC+rrhfFZw1aq/Geeq0N69gBRYpi+YsB+cFczaEqW+cVMQoc2aeQXgRTjHudMwuHrv1U5MWNeUZ4iSGy5RLPoZzp5Yq68qQztzJlvTaqUT24hE7F7AmOCJLrcsRDx92Jl7u5c6wuN/++BSnX+Fq2JINwFp4sxYzFzhLTsQTtC0nzHvSdoM2NSJQw49VIrZkyFgOoBX/cpO5XWehTMyVJw2NqDlBuWvRg0rs6fDsSSfiq4TdSfJZUd4pKY4q/ajGOkr8vPz9UJa+KUbMhZAxz9rzYbQauJ8l4dwzT+TEmQlsFhzI6T8tdksCC7boPACAL8AsAjfF53CEbv/P7MG31Zer7aDpijV2IqaRaGzQ5hZlLIZsXdLaotFSzNGQrW1tZyA7e9J+n8FaIjEVXU1yt+4nGqyrHMGqLFRit+sRa4GylmJwLuYo84Yabc8KSFoy1eMbBWWzwBpK9EYpZqwyjgRv0SNOPWQvs64qi9V5LD8vJTT+6aQsMlyUkBJDlEU0TdnjDJH22xNBJCc4tOC8o2DloDl9ikshhH1hyYaRVNSSo01x1po+s5fPrHnWnWXRfAhLkfO+sifTjkTMlohBWQkTTnejZ275yKH690J+R+yVjzlD00ebaWq7GlnO81sVwZbm4SKHFyL2QngzF1tO06Z6ZLscgvJRR/XMUomauvxWgXPU2cM0ac9xeJXeqTNP+qdPBtHDwamvRSJVeb8h7M8rWi18kDrzFSikKtyvcHCFs1bZzRo/r2grGW6rFtrOnhDZ5079DG08xOgly2LXJLBYi84DAPgCzCJwU3wOR+qfliqvkEpweRrd7ouGC2m1q0CXKdOA3mlo7qbkHQhEWUcbCaSvulvyw1Fsd0J7+iw6oO09CmtH3Z2gpRlx5qlb7ZCrHMCrFFyJ+aqsrUNDfdZWD9kqkq0rmrvSSlPYrHB/6nH2imgqyfin87+x1jJtb7LGKo9WaHeRNM0bQFVwVklngfaUI74S480xcDn86VWYEonGBRMT3s4FXbkgIgXnbcOYDdsKsU2VteZ5Z5rBCvNixCF5HstRSCHkyUa82TNz5rmtSG7rQbsccXIBLxn08lG7FPXFXnuUY1OCxnI0VFZMNcmUE/AC48tQDxrM3ryXZDl7RrHmBKxFfaojZcnepCw5Ya2lIBnRm5eIAmssSIfNsKfOeHrkYS/qatC2kegYSu4JZWzHsG5st0HDPXa3Jx2OBFePh5s8XuTQagwd+C3DR9bKa2MtYsq/2asjxmdLXy92UwILtOg8AIAvwCwCN8XncESIe6WQra+4+xL6Vthoi/M6sjFKEsOUp6c9KWvuhrDT0S2jnKGneOo01iS9XdLV4xwz0duS9hrCfpvbLbFoRfR1eKjPH1QopCmYGuS8x6wOw2ifhlqsaxCHxqrpPGnpxeeVZb0jI41Pp1pxT6StvrTVFGy9//isnzI5X+qeDnXQpp3NKNoIOathd54hKkGiECIyPMFzt2jRmJ23k5A9forFX8N6xJaI2OJhSI/AegBJBd15EisE8WLAEQ+hmSNMeWPQnkGR50bSv0WGXYE3kBTxZBgiM+86ATwRJdSIR+f3SgyUYjz5GJanH5X43TzjrjNYSYTrkqvJWGoxd532dHmsyMJtzlYS1quavcgb87QtT9tLUWeJJ/q8b95Uuhze4ImJiI5E4zlnmfCumeAbU54Wf1DnPfNao/FwUbI0JeM0aLg6tA5erTdfGJpv1tu373KL3ZPAQi06DwDgCzCLwE3xORwRaKkatjR1+JLEe1HTMGKuJ1Znie+mGjaJO/qsp0vZBorrIg4PBU89tl89w1oMPqI8F4x7yO3X6XlrIVqsoyEZuvJBVyQaGlERiTYHN8JIg5mXD3sr7qmo8ESHL3T3RMO6jLVNrbYYT5/1fToyl9oeBu/1eFtDsLdoY5veb9GOTpio0sZCAMtFrekYkQtZM0FnPIrJFCL58XjQUnxlUM8sctAQp9FkCM6eWspnpmyASAed5Yi3eYrnj9GcH8/576ZPYPHEwoZQLgyLEXOMJahTaP5zClE4/QbRQ/f0E0wMmJIBKPPalmYPWvxOQTis81BBwju0s0fbyhG8coqXo/Y2j3ZJT4vytAVfnXM3eVclgtdod4FEa+JaW3B2VE9d9vRShx19/2Je9eTdGbM/5fBzxdUXPbV53wpbcypR0szNBDRhLaMTy/lrqPfiTg+7Vd1derXYPQks1KLzAAC+ALMI3BSfonFtKeD5rzXyh1nW3pbxTmQjJxk7ysZI/e6cWZ1JcJeHuiLe0ezdFNyU7HkGS/HWGmvuMtvnFDQQtutRY4Ne7rHbVdbdFm1tdacu4g0Vb9BEncJbLDqTXVNlv6uiHQae8e6q4Gww223B1BJsXcrdY+6Pqe97sTsdAW2KnzpNl7J0o946aytFndkokozAccEQDyFp0pCI2biQmz/2pV5DehjST1eT9F2J29RPbOljpBa21yhH1b9XDaLVE085YE8H4doZWgxZCpSvwFryFJaRiCS9xfIGhVqTwrZk1JwJbeiB9VRgrUgtVyh3i1tvSgcNFqoI7s68cqloi7LUQsvJiKUSM/XIrXYMrdM7HXq3Lh50qP0W5SoxeIU1FmW0JFszElZOeesaMU45ptqDkeIZCA+GuneacQ01ZEjZemGsE0U+HYPMWDsh53kI6bwxTvag4ovf67srS85Fr0pgcRadBwDwBZhF4Kb4HI5PoaUeY/qYsr6N423GPBbtAwa9DjnOWeNU8YxV20CFOzrUTG6UNGNZJYqipcvZ+ox5xG13aFOZWmn6rT3O0Gexpuod0d6m4Osw7jq7U+OwEmltst4u7SqLSJ2HO7KjrRAdxT1NYUMR7VLIJAr3mY0h811TRsoC0WQdrbC7zSFdyteizaU3eCb0dSZ4KxtazlEbSRLWqF0lfKiE7JmAMe03qMH/mYmuqqcGPQx/epcv7aj4iWZopx1xVihnNYpUXxkqIawUQis0lCOhAotVBCgrrArkHcG/IUS2E9ydXGQ9zRkrGtLi0Z4It5mVOon3KKSsE00F6Qj3m/S9JjX/Yzd6kfUmhXZpX5k/qHB7TdmTp/GaZqlL1o5qqYgeXXVVNbSle1rKzlDb76eejVRnL+cZlb2d7GZHxAaMvRnBO2dY9gz6dCDLc6L+0lQ5sCYcZvj57aWlbxa7KYEFWnQeAMAXYBaBm+JzOD63/+Ga3P6L7vzAw1PBNBXgdyp2QaLXwoMJj7fFnV50u8lCJXWzoMFF1VsU7L2Ys0e6a8JOTfSkyd0y7ehFkZGKjDl7l0H6fneDdnfEw7q+30jvNCVHUXGVJCQ37zcK3BaIoeIcinhHMbVJos77OhzW5uC2aOjR9hbjrgacvdhej0eaNFENGotvDOXw7SRtSJPbCcbE0Lu5kC8bNJcj5lTwh8LRvWLwj7WT1YrfVItailFD6dTaYLBGzN1kXdWYqx6yViP4vKaUo1AxYs2d4tWoIxcxqqEN0r/MkCZWNJUER4rx5iSizbv77J8GHNSP3W2xSEs01OLWNmUahFbboa3myXojYCqGkDJtr3N4hkXn3aukECUWbUqWbsQxfxwyomOguIaMb/43DhKPBnn7IONpZN2VkqedQdoZb1dyn9O+QQxtk2g94uqETc3T7W5wRaa2lw6+WVpd7KIEFmnReQAAX4BZBG6Kz+F46vxNX4F/lOE+D1fD5rFiGyZMF5rngiPO6Z1exNCNGVukoSSuJDg4zsEFBm9EXDXaW+UdeclRYuA2Y2sJmz0K76um9gmSJo2VgD1PeubtpM07G4q7ydsrnKXJmAececBvd0msI1kH/J1+arOvOTqKrS+sj2jbMLjeJl3ds3kHwvqyoyVsFbmdagSqRmyFsC1B2rSYJcs6CzF7+dRUp76rhO8VIrdz0duZ4O1cxJRn7qej9hwD1Wm4whFVca8iesqUuyrYC7H5L4yVOFMpgmb9Jp2E5PCtBLkh8VZF280KnhK7X+J8TR7qC54eb+qxW8OouaVbOzrWF9B22FiNmBpRUzHsLDHeGoPlZUuLRQu6OS+7qipRY431iKHKYS0FvZR954x3KPnGcWcrgzcluKzBzfj8i5ik3VPpwRXlGMR2swG4GiHKpLUZ/odxBM6fmKAndxa7JoHFWnQeAMAXYBaBm+JzOD7c/U1fMnQ1tCtBwxjW47GxZh1J1jFD9Chzg0Mb/HpBWUlzSIFeqUQtNQnuCt4678sLjgq3PZI3zyVLj7Q1JWObRBq8qRomShGkHkWaYWuPQvrRnTrj7TBYL2AaseYhC3dlZCJi04TpbcJ0qdkHkm1CER0WbsegNo83GPuMwyeMtfPpA4rdZRZuRlfylCHjX8mQ9zO0t0SasxFrObBaI01ZbjvDGtToqk7+McO409xOMbhf4zw1Fp3fvC7hLdnU4LA2C5clW4FH85/+BDQf3qwwWINGKpw3LXrLzF6WQiqCpcnZq4q9LRIt0thmrV3Z2E8ut+V7fWqzTa/V6c02ZysGPWWG6LPmGu9sCkiOw+uMsyqb6gzc5cyTODqVkRHjnEhwX3AMOWdDMvT5tYEA9TRTV9ifCe4hi3dZuBKDW7SlxliL/s324b8UXyMPod8s3VvsogQWadF5AABfgFkEborP4Uje/k2ZuvWOMU9i8DVlumKgMbc5Cq0Nw5ZGyNWNEE1qu0DjZd7UOLVUaEOF3G4InlLMU4w5S4yhxxom7GaXNmdD99vi7TJnzsUcleBeIeZo0nArhncET0d3D2m4Hzb0aEuds3ZFX1d1nqcs73TzpWS7INEhi/VYpENu1HhTnzX0+PWJbJhSjrqw3/hUONZqzFqeQbOx1bJCVEVblb1bJ+/nQoYyB6WpTT28XIhiRQHNMHt51lNh4IaAduaFQ3JWebivIy0RyYgOWYSyNFxgzSXaUWH22vSDCokVyMNqCM7H1ovMvRJvrIv2huTs8kSDeTBQ4LZk6IjLLXKtF7N0ydttxlBn8HqQKHPOjnCQ4N3pmKtOORqCu8cQo4RtIpuHqrOlbI0kZCLbh7JzIFiG0uZY2mqwtgZv71KueUsrS6YGifR5SzOK595sVR4v1x5unrh/s9g1CSzWovMAAL4AswjcFJ/DUXi41OD+OOMsP9HE23lTiZmm0bULv2UcJQakdxjztkhHXTT2Pz1bcK8WtVY/vTYEV3lPI+JokkQ5tt6jzAP/nQZ1q0zeLrPmDOUuRl0l2pNjTJ/eJiNgfcU5VtExCbcpqBnFmhTRSXh6+tYoaT4n3Z0YPiSJIWPs8/f6lLEZg4bc6pg3zeY3pPe6At5hsSZvT1FwUsRLLF5XNkrkaiFwqxDaLHBQLgDlA/bMvHmwj6rMbo6FK6y9Khs7orvAuBuatyt76jJRExwaZ89JqwXZlBXNLeGwQe5UBE+VRRuso8ot10RDI2mupfCRDnVUZ0fz9hX3SEKbKlzhkQ5j6YaQrrjW4W1l1lYjiaK8n1D2SiJWFeCahFZ051BZH+pIR3NMVdd5Ehpp7l7ioC3v9XWslTL39M0+R4w+HQGzUYoitfmjGnN3SU/9BOm93Go8N9OPNxa7JoHFWnQeAMAXYBaBm2KejMLyUvzZUov+48cY/u4NcRVxzKLmyxAxjZnPg8Qw4u5FbU3GVCENHW6zE8TrtL0ScbcYokrZerS7HTTWaKjL3hmlzB1puyKiBcnRjCF11pOXNnvCVjW62fRbetxmizMOha0BY+vTxIR092RLI471BUsviPVfo4PI5lDeGDCGDuUd8M5zGhoLq5cUNGWREe8eiHCDRUqiPUfdbsmGWmSzQZmSweU6aa6LcD3glQNwifYWqZ0KTRSYnaKI10WiIGE5Ga+JWFmydSS4FnZUY86SBOcUW14wNBhbV7bXlOWitlWVb1fpe03BVFJdLQ0b8vaBhLVl90C1TVW4rlqL6lpRMFaZ9Q6LNLi1yvwx8a8VIs4yg9Y+HQtsy+r2qm6p6EhbNrekB835n6a4G4qjLj2qyfvzO+pm1zqyaURhY8HWFjeLMXMx5C2zvkbY0aBW2/TXPdZaj64+PQBnof37teg8AIAvwCwCN8WnaFxeSj/7TTO8+Tbgfneyc0FiM9I1ptC3MXhMYoOQeRxGWpypJmxXKU+XcXTovS7nrEa8NQqpB+FGzNiiV6sJQz+xUtWQsuwsx9DGmbMRROsM0mS32pSpQlsatKGvrjal9aYId3miTxn6krOlm2oq/ulomJCxK//Ql25PBHtf8p7T9nN2fUCah6J5JHr7nLGjuDqisUSbqsK9PP11hVrXQlvl2EaFXuvzcDZirQXQAm3qRdFmmCjyUJF1VnhHm3N/+iBD3lYVbDnO0GWwOmPvcESF2ylSljJrbYvWehoqiaa6uNoNLTdIa0uGuyI847BzGfl0WTN1lXtVdSMn/6kqfN0UjTVhq8UbWuGtagTpUFCeJXoS3Jq3qPh2KQW1hM0mv9fRdjrxecWB+wLa0zwd3tmTV/sJW5+DR5RrJEFt2VCm1nskOo7BE3p5wP/npvi/jblbg7OvWXBsyt+xRecBAHwBZhG4KT6H40PsN7WooR6xtSLwSIDOZcs15Zkx2Dlj6YfxPmdvKs62sttk7dOwfUKbhpyzG0ULUTwbw4qkscjer4i308JKiZyvfKLE4a1jqHGCVTh7mzcXGF+VIfoc0mNtI36jx7tbiqWhw00Ra4n2EW8cRIkutd3Wb/Vly0hynysHE9lzEbP1GF9f8XXlnbrkKHGr8x9SZ24XY5s1fqMYWqtR90rsDz3JUI6vVnmLQt8pkatZGq8zxiJnLitQnyPanHco7LYlNCMihcRmQTLUhfUGB/VJdy1mbEQMXdHaFB0lwV2POArhzWzMkGUsDW6zL5p7vKnDQD3+dlsyVkVjnbeMuNXevDxpSIu+V6I3O5S5IXt6MtoU8I6A1uNIV1tviUQ/6hzID7o62tSsY97U0+Fe0tyXoZ7qGpK7o6h7ynk7zHYjYK6ELK0gPGbW89S3DXGlHdro7/3Pp4vdk8BCLToPAOALMIvATfE5HEnnbxrMRlkxpqK3Z4rhSrZdc873nOOcQnuxtUrIVdcdXdE5jVrH4fVRcKNLGWonaDNkyUcd5bCpR92vC78tkOvlgCPHe+uUpfXC0gg5Wzxc5Rx1wV1T3GUGavJEV/FNWM8gvd9Ouhuaqx/FhxHLkES6grEj3+/xqzMe7mieoYx2GdeQcfZlV1/21hi4SGMFdqMW2vx0AC+L1khTNfrpWY2KaC1qkKh8n+E3ecWUlpw5yVeWdhosWpItbdVaV5G+Ym5K6w0JapDWOnW7G90aCNhEuN+UTS3G2pQcLc7TZe3VyLzrrFbChhq1Om9CFXq5Spo7zLxpGcr8/M8nhtzyTNjqCnhbMtXJ5ZZqGGjwIOHo8mhTIprS7jCJjkV4ojgvZKKXQesJa1Pb6GloK2PvJrGxfDDhfFN+byx4Rpy9G91snZnLFFY/QttH661Xm/0X8Oj2b0BN+Xu26DwAgC/ALAI3xedwfOj8XVOx5ThThdnoMN9P+dULar5rkZlgnoTxFuOoMugFh04i0GUU7jK2NoWVw+ZuCO2RWDc67xnfD3hjKwYVI3stmihRm/UQVI3Yq7yzzJpqgqeioEkVz0lYZd4/9IO+5u2kPDPe0wvDvZCzTzsGPDxVkIsIPGSME3m7w3o+fbRQFJtG704YyyCGtCJQhbaU2fsNv71MOeoxVzOGtP1YnfLpMaMmOhI8GhcdWtKXVTxFyl1jnXV+Na0bW4ptIGwOeGuLNNZjcM1vbdHmKe8aa0hvXjh4xyCGDjjknCeqtCnPYvkwVI3aavRmhbJWw0hDJhqstctaBiI8mP8m7OpQsVcFpMXc7vCrfd3S59GOau5KrqmM93liqhmngnWorPc1ZJDyjDV8pM7/k72Xcn96HzLnainzn+lq85axaB5Ja30Sb4Vt3R1z75Xz8jFSNf6OXeiaBBZr0XkAAF+AWQRuis/h+HDrN+WQtUGae4GtobA6YZGBjPQU94yzjVlrj3R0hdu96NaENIyjtnMWrpNwNWzv8ZstFmqzliGzNgz/0PG7ejFHWbAXJGOaN1R5e5mDahFjJ4w0FU9JwJuSpyc4+7y3J3sn/O6Ud45jviG1P5bdMxWdafPL7iG52mJNfQ6tR33DiLnHrQ4Y8yiCN0PWqmxrcKZSEG/MKwiJ1CmoTnoqQXMi6NKDtmx4R48RukioKppTXDXBUpHMWc1apdA+bxjIWFslKgLe4wwtDu1yrg7jrItEm8ZbAjwQzQ0OL9OEQiIZBmrFTP0Y1g1ChbCjGEUTwnojutxg7HV+qy5YGoqzpJuqAtQTVjvs/F+oHfGNJVNf8g5k40AhejLcZW19ca8VfzhJuEay6zzluFZ975XDSwEeKrY2e6cnWCeS5Vy0dRSkF3B3Ir4pudeNPSw/+R04b8rfs0XnAQB8AWYRuCk+h+ND+Dcl5utG6F6bNk6ElUvhzkRCZ/L2jIEmNNZnbDXK2KUtHRq/TsJDaa3NO6v85oDfHAqWugL1JUs3ivSo7TbraKqYqtpKornOeRsi0QgauxG8EyVqqqMjfDoV/YTbnW/0trzTZw6H3MGY25uJ0FDFe9rOkN6tBOAmt1Vj3C3S22KIDmMd8GiddDdOsQK/VRENNXK9xq01RSjNoomIMxlzKH5rzr9bPsUSISTF2lK8WVXgimwqq4aM5ChIpiGPdeNITScaoqXFWXoc3GHcTd5R56GKvN2S0ZJqyQmOVMye5NESa2lHDcMAWn9DVJ+v6yReimwWWKhEQ3EBrytEScHzirsdNtZptCdsdkmiEcZblHOobPZTtp5mnujmjmDrCztTda+bdPVSjnONmGYOrxnviHN1+a0xvTGZP8IiOhXvTDmkRhNtkmjx+4MgehK8BWrK37NF5wEAfAFmEbgpPofjyf5Si/zXaXD9PGKaifCPkeX32taQxWcxtE/aSzGixaC1mH2oua/im5PEelq0dCJb0+jKOHRnGsPHomdCmYe8pavd6wj3s9xmJQqPeVeP2hsLyCTi64r7HYnoqkiHRPs80pfRjupu8Hs9anfAetv8Zo3fasn2Hgn1w6YKCTdZe5nbaXG2ugANFe+QtJfD1goDFdhbRcbQUOD6pwN1nRXKkyXNxVO0ECDyYadCmhIxOMUZdMZSYe/XI1tFBSnTOx0Bbkj2oryel79tyKstztCW0JZka0jGGgfXBV9b9FU4b1WAyhRaoc31kDf7iiicYZrfXA6aa5ytfGpJMLYsbckKSFlAS9R2h0Mb4e2BiIx1Q09CB4phppiGkm2iGSby1kSxzWT3MEGM4+ZmFukWjMM4NFbsTdHci8GD8MqM3LiQVt+y0EQ0tqP2EmWvndyrBqHcm6+X8MUuSmCRFp0HAPAFmEXgpvgUjatL8Iv/2kn+MNBWuyl8lN64TlqnkueCdV9EvcOQc8ZbByrc1qG2ZpuqGy3RXA+b++TGyH97cmQektiU8o04dKTf6yd+aEo/NGOWUdQ2Ib1TgRgz2Lm415MfdJJYT9noiT+MGEtfhpqqfUR5pxHPkEYr/HaBQevy8ohaH5D3exGoI6CfPkaYt7RZz3z3D1liFDP+R5sxdzhoorj7qrOp2FrRrW5kNX0Gp19Aang7ErSlo9v5qCXDmfMRazkGpRg0K+ONqC9PQ5poTmm388JaSbtXktfquqkhGquUp8Xu1bkHZd5T421lanveFaonlsIRWoyh5fBqgYVrpKnEmJOiNTfvNAxa8pt7vGFIGquMacSis4R7qu+c6873OnahuqcKfqlDM8n96Usx95OGahJpZSxDGR4qxh6/2RXX2sGtKf1/vucM7yXzWwrqheFmAC5E4P5rS+1om70Hzpvy92vReQAAX4BZBG6Kz+EYeLVUi6/VMrdr+d81smvnquG9YuuF7Od+8zTiHDG2C8U4FrdbFNTnbOPj9XmTuDj953HM0GW+7wm2pgx35T/V5zdXV+vyaj0KNUPokN6rRky98FaHdfWSO/UE1M/eGUimqWLpqPahsNvl9mYcNqYtLcnRIo0Nwdjnv+mFvhvwqyPONBBMYxpukFif2h2R0EXMMmPgoWgYCo6ZZG/JzpoEdei1yqmp+gbLHq/rR99lAnezr7FcZDMbc2UYb4JxFEVLVsTrHFxj7Bpv1hVrQjFmBWM8vloUjWUJ6zBIlfE2xZ08Y8+Jlnx0uxOy1QJbjYCtTSJlyZJnbfmYIRPEkuSuRnnyYXeJJOok1laWW9R6U0aGmrenPhzp7usUfhm3TeKWy7TxXDVfad5zxTxVna2c79N7l5R58TK2EoaOYBxK1it29Vq6+07cHEbX+8GVTggq8j8UTr6v4F+/XOyeBBZq0XkAAF+AWQRuis/h6L/zryXquzS/WZe+a6iGK235UjBMord6R3Ax5Glz6JCx9EjDiLF3yHlfIab+70f8Zo/+uiFaB+zve/R6R/ymxa839ft1cqsi320zzpbsHoo7TWVlLGPNBNHNbPSSloFu6Wv2se7uJnZ7wsFAgEeyvavs/sezI4Yit9njLV1qfcRi05itz9rH4d1p2D6N2i8CtvOYechALcnSi+BVFilTtgb9TTtirYXQ6rwM0f9UDG0Vwoac35mn8HzUXYs5awzUYMxNxlXjVyvael42FHhbkTRXSWc+ijZ4Z/XTYTeWGk1UGUeB2ej4sQGJtINQww/VRHdOsyiSMU4aiy+J5LGzErFnY0iB8WZFW4Oz5bm1Gm+qalhJdDQ03yRFjOI7PRUbpTZnWWIWd04031BxdvTnU91zFYNHgnkoGfvzviJCF7z5WrkzZqEBa+yd2c5lW1W9K4f+K29Z7JYEFmzReQAAX4BZBG6KL+loXEq82W5HNnvk7kwkZgnX28QPF9L2NGToR719wdaMYV0Kb8aguuZoMltNYbtFrTQErMWs9kXzjFzuiYaGBA1o51BxzBjrgDb3xb1+kujpeEMlOrJp3n7qSXtT9nQUrJN2jpTdsQpP+eUJaxhoO00RLSY26wJWEUwjGelxUI9x9iXPgHZNma0ZuTkVTFdBx0iB5z2mRUP1kLUS2ayy2yX/dvXM3aLhEmOp8PfiYWucWcvEiHJ4uRI1d5nVcgwt8sa2aGwKpkHS3BMsPQ6r+eEO6a6J83sxdth7PQUbMmhXxEYcMos52+H15hFeo/G0bFAlKEVtps+2q2EkxfxQ4S0l0ZwXoRJnaSpoRUNrIlrn7A0Nm6R2uypREb1jbXciERfJ/RGNdhT3OGEf0btTcXXMbLR4eETbLiTbhb5+Kd2dCd/2opsj2nDObXfUtWN68+Xj/7q0stA9CSzUovMAAL4AswjcFJ/D8RnxD4XInWHAcR3Z74kPzzXXVdJzrZnfUr5L3XWpOM5Zd5dzTFmiK8JtmagxhrJoqbDrJRUei7cGylpbWS7Qpq7gHfK7I9U5Y9YHEt7SiU7cNxA8Y44YSvZe6kFV3m2L1qYM91THlDZccF9fUre6gr0ubpZlS101jxVXM2ntq8RQXuuKrj67MY3dulBvv+PxK3rnmnZXRHw87x+iscsvV+d3KiGFIJw981QjtlTEGidxPezVeVfCj1VIuMBZyux6jdusCisNyToSoaFmaPJQS7bPm81YgkfCvSZ3t6OsNjW8zLu6knso2GoRQ+vNvUrQWA+bq9StUmy9Fb6fD5rqMUsmjFSi3ibt6Ai7Pc3dSNkaorHAmqqcrRWHu8l5CTsYy4/+rO9fSd6Zhg0l40zzncexsYj2peVmcHvo3z7nNq9141j5bsh+2xdu9Zhb78j1rrRW9hvO3nz98v5iFyWwSIvOAwD4AswicFN8isblJevhb2rM2lCCe7xnJKEX/MElZ/3AuS4F16V28CGBnCv7U8XeFZGx7Jxqjpa83IhvNqXlFm/oC7Zr3jxSoJEAD+SdTuLBSEeHKjKOW8aas6M4xqL3gsMuNKgd97V1e10y9zWkKTiaDN6n5m0D7YueIr1b5uABBVdj5hpvq6qWJr/ZEla7DNzlrRPeNJWRmd/ViLg6MWTAuGfsSldcrejmgriaZ5BqCCsfwfWQNxPcz0b3uciuEnPxHKGL9hJvrWq2mr5VFommut0VVkqqNU2bWyLS18z9T3e3WtSXqypUklwd2taVtpv0RoMyd8JbwxAyIOEWfytPQyUGzsXMhXlPopB6GO9GPC0VbibnPWm1IqzX1a1+Epmk0VHc9VHZe6c5PsaJGQkPOMNMwt8GiWvZfE3P7+7bwevlGbU+kaC+9EOPv1cSjQ3S2hSMg7Pb2snXnH3RexJYqEXnAQB8AWYRuCk+h+OJ+79UuNWRZhilLE15fcohAxYfcpsj3nmpo29F93vVM0462oplEEe7GtJJofUUNNDMbcF6IVkuJfid5jpX0fOEZxj3dOKuC+3+SDV1FLjHmYf0/TGPjTmsmzGWNKinzNsM1hV2GhGkFDE1WGNHxBs00hPMAwFtMFBDhAokMuCRNuPo0rZejBgKpoG03ueMw4ilRxPnNDoW3F3BWGCRsk70OHtTdLUDaIu012PecgDPBuw6icRjnjiPVihfXdpqiLacaG1Lqw3xfpU3FRS4Erc0U2hTdVZitrqK9nVjizcNhFsjcb0jekYxfEYRszAyolfr9Faa2cqRWInaaot4gXZmw7ZCxFVgiYJkK6ibPdnalW/3M9A4B13GsWvd8zFjf5ey/5iw9gVsKNh70s5E2X8rExMenzLbgyg+o5ERY2oy2x0eSkTsOQrOMt+ox/8vy+HS0t3FLkpgkRadBwDwBZhF4Kb4HI4PHP+lHt4YpJBJ3DaVjVeSbcybzkXLvDeM55tVdl5ID8Y61tCNHf1+U4JbPD7QXB0abTOmjnZ3qNgmAnbN264U+FxxvZOJC9481WwD2dGQ4L6yOaZ3OrqnrSBNfb2lWGcCMf+xXRbvM1hF2Gxx1iFv7LHbfdnVEe3V+QrnHF3SO+I8I9LVC7q6MWiYsgxVeCaYx9LWRNgZi9aRSLQkR1e0TZK7HRkt0ZvVGFSlsEYYm7ecUgjOcFCGd1TE7Z5oa4nmFo2VmPtN/m5F8DRUrJhyNTLuKr9f5Q97zEFTdrVpQ5X5fTX+fUOAejTW4awtiqgKGzX+uwJprLPG/sl6m/W1SaIa81R5V4tzVoV50UG74maH324k1/pp4ygFXev4NA1d5bHrpGGmfl8WsY5q76iONnc4pIgu6+hGba2gpR7dbDPWUtSRCVu0wEY29Lvk2e8sQVBT/q4tOg8A4Aswi8BN8Tkc6aWl8svftcg758LySFp5p1muk8SVgLzVkHESmim2lgL3VbSVNvTid7sSNBEt57xjwhN1CerocFe3DXliokDvZfNl2ngpo9e68UI0D/SdgQYP1e2p4pmJuz3V2JGtQwmeafgF75lReF/EmpJ7yJpmvHki2/q6t6nsdQW8GMPGFNEPOTp+qBVwtmJIj7OOOXRMoiPR25XhkeieyJaBjHcz9nHK1cvjNdlaYeB6DC9FCCWEZsltjUJlzpLnrAX2/rx5lGNwUVzPcdtVFq3IWF2x1AWix7gHsf22cNiZN48oUmG+LvL3W9z9duReI4ZmWCQrblWit2o03KaxCkn0w/NqctCQ7XXG2WCJPuvua+gwPv8NiU8vYynwRMJGqncUd3Z03zQJzx+Toeoc63hbd7dilnm5aTJEO7JZjyyXqXk/QwYMWn8BVY9WGk/u5eh1KfC7JWyxixJYpEXnAQB8AWYRuCnmyfh8aUlY/i9N77+MYquzyB9n9PJ1Auoy6LVku9bgtynLRdJyzTq6CjLWTCMdaaqmoWCdiBt9HhokrKOEdSwZp/HtC237fcb4LrF5kd645KCZjr5n8KliHqnbb+O+ax0/V70DwTNS0VHSMZHQIW8fCHBdRIeMayaZhwp8kXaPFGeP8fU5x5B2DBm8z7nrPP7poFeBqLH2Lr/fTLjaKj5Q712Jlr5s66hwJ+1rZlxNzTOQHDUSKgouVYQFFhdZB8U7lJg9H0ELrL1N+1osmuXhXBQqs6aiZOgIaCNmb/PeNulqCs4a6UqQRI43V882aoyxEUGLUbjAG5oRWyVCFLndBodV6d2e5mkrOw3J1jg1D2nTWDaeq/CAdzZF94AkevLuJHHY03bbuqctwZPk6iTh7CaJvog0JVOLsYxY8ziwMeZv97XNjr49ohydE1Pi8Uri1b3skztHwd88Bc+m/B1bdB4AwBdgFoGb4lM0Li/RvqVWdK3Lmqe8dSyvjPXlqY6e04a3MnoVt78X0EsGe/fpMBRoohr7Gt6WN7rS9lQzjlP2iYZMdetU/W6YWXkv371MGC6EtUnWdKlh1ynjhWLqaeuDjP0645moh0PtYJLY72XxRsrd5cwN3lUXsCHlPBdtU544V6xXMjYKo32KGAvmoeAbyURfIdo8XJMdVcnXUH29hLchr3Xl5ZG8OeJNbW2zlSRqGaKd8FY5W1m36YpZjjtkGeJEp0YR+YhPZZxZ2tuK7TUpbyWIVY+xGrNdlpwl3VbSkQqPtYSVjrjdFPAkBccj1gpnKAgbyRiRP3GmaLzid1ROD7OMu8C4SjGioB5WtYMcvVtjkXYYGnPGfny7n7B29a2OiI84Zze+39fdecnX1LaG8wI3r3EyNqS3Lzl0JllHoY1L0nAprM2S5okK9TikHHLkQtuF598pr75KPtgEL/r8PVt0HgDAF2AWgZvicziePftNL/DdkCXGtL3Jblyqd891yweNeKtgk09f0DVDvBWMV7rxQoaH2v2+bhvp1kkcvUgiY9U5EzavEhtXyvJ7HfogEO/jxg9x43ne/D7lupQsbc0zzXouMs5xcm+WeHKh7w1y7kEK78a9Tdk1UndnivtCIIZh/Fx0DRhizKGjmGkioOM42lFcfXm1xxtbElqS3U3V2RfNfdFaEaGejPdEYqDau3FfL+6u8+6WBqdkY061ldWVhAzrokeL7iSiHj3kFDiiGPaVg1Ap4K1GbHXOWdDseW0nkbQU9Y1G7NuWeLfEQomwrRRx16JwlrelKDwdcMRZosg/yIR3M2cHMonOv8mIuK4QagQthfE2jfZj5nk7aetwX8fHonugOcbavLoRPdneF/bfq/BMtk95bEojE8EyFFwjDhrRt65U55VsHMjmOu1OU1A+YuyF/rX0xhR9bX16d3OxmxJYoEXnAQB8AWYRuCk+RaNhKby71KN+c3W2Po7Bs7O1Ab36Nu64zpgvc8iwYLlImIYydC7bL2R0opqvZNM0Dp9nkJlCnMvwWDLOFNNbyfpWtV4L3o/q7s8C9Ktm/XPK9T6FX8v7s/D+IHPQT2HDuGuY8FxwhxPWfq6ZJ0n7RNk7T9ovJeSC2rjgbT0W7uh4h0NGMn6eNE8130R19bn1CbdxLkAD1df/9IyLeSwiAxlrJYheHB5r+EjyDDnnmHd1FKKjWau8oa1tlFS8IO2l+QdJ/06CgzOUKx21p4O+OOXIxoiitF0OOerkTkFxFpS1Cv1tVdgokZYSCXX9ez3mcYHzpClnhiFSilsXsQq/m4p4CqRDIW0Z2ZLgkCKNVWlHR3KMaKLHQ23ZNoo7B0nHJOm5zuDvE+iMffye2z/n968Fx/w3HEfvDRRDR3b0Yt9fM8hlxHbJPZhGPR2BKEahnvT7UcSYf/Pd0+PNpdVFr0pgcRadBwDwBZhF4Kb4HI72p0s1/3+acpttGu+T98eh1W7cPlQ3++ntyxT0Tlu/Yh1XLDJS8KuE9TplvkrBF1lkJiFDZb0nL5+r6+/jxAfa/jOP/cq4/8pa/sYQv6Sw9xn7j5LrQnlwoT2YaPAgtTXRHSPGNYgYZio0TjsGGceFjg84ZCaYL/mVSXyro7p7umegewdJ7Dzlm0S8IxofU5sj0X6h7PTkw55ovZDdTQ1rZYhOFhmmXY0kNBDxroSMdGIoWuv0dlmC84wtyzoTDKHGICVkTlBQPLSrk45kbD8pGMrk/V5wvf3GUaLgtADnY/fylCXD4JUA0qO9DephMXSQZWy1gL1EGpssUaLQTng3R3rzfjTPIHUGKnPuumKrKfaGsF6R4bqCtuP2rnQwSh5epx+8Sz09jz88Z55+UA+nimfKOKYc0qfNHc44pTdmsdvX3M5M8A6UwxEPNZTfVhhoFt3Pxjyvdr9bAk+m/B1bdB4AwBdgFoGb4nM4upaW2kerk5jzUkTG7MaFYrsUTS0VmjDWCQf9yGMXJNEn968F6FKHf5K3f9S334rGC357xq+da//zJ93ws+L8W8L6qwb/JYH8omA/KehlBrpO3DlXt68l50xHxoptqmDjONGOH3QoaCAbeol5HbGdq/ax7G5x6AVvvojYhgw+4/eH0m4nbZkphhlHnFOrM9Z8Ja5dqPt9bbcmuLpxZKRaWircT3i6Gayl+crKfll2VSV3j7XUKKjOoLWAt0ITScFHM7jM2BTSJ4V2hMiuGkWzfnM9uFI8u1V/avh01tqgOc1AGdKQDGE5crkctNRpm8rgpSjaou2j8E6bQppRby/4vB3ZqbKuSoRoMg+qvLuq27PCSi1h7GpQPw+P4o5Ryj7NOa/yu++qD8apZ2P9QUd81pQ8DWm35XfWI3sdBm3Gbk255Wnom6Zi6wvQRL2Xj/5LUTQ12QelUxwP/rfFrklgsRadBwDwBZhF4Kb4HI4Pb/2ueWK8IN1NFr6S70zFu6MsOlM3f9IdHwXDj8zmddT1Noy/ZbGfRftPceRKtZ5rpjFjutRu/cxs/htt+puM/1kz/pJc+UWz/ygjl3Hr24yxn8Dei/iMcfwke3+OOT6wzmvl2STzpKo7OwnnJIWfJ3c/yLvXwv4ouz9h3YMzZBJ1TVhHXySG6h8vkhsd8vZYuT+Lm9+J0JWG99UHXd16EUemKcsg4RwmLe2Us572NvmXecFdVGwVYSUnrdUZWzNmrUQcmozL3DYbvc+GnUxwjw2icb+tHDbkgpuFM6sa2MofrWUoIhm8l2Q2EmE867c0/OsJab3IGcoppK+5J5qjrbvq2n5P3RmlfY0U0Ug+7KlPBvLjvmKvKo5u3Pi2aP8phb/L2mdx4qq6epHffpt/NMs/a0v7dfGwxNvL2kaROaxSWF3eaIp/GPDfd5l/qYVseRqfskhL+KbGr56LaFn/2u1ZWtpe7KIEFmnReQAAX4BZBG6Kz+EYti7Vjm1TEhqfbQ3J9Ym0NZa/n8TdP4nWX9jVa2prJhsvGORnwf6LsPNR2rnOeGY552V+7Tq+/Yuy9n+R5l9Fx88J6M/i5gcGfc+ZPoroRcr9UfNcSntvWec7cfdnyf6r7PmQ9IwKD7u5B5OycVr3jsqOq8zBx/Tu24J3mrVNOecgCp9z7kvFda6sv1NXxpyxJRgvEvOO4r2SD2cJ47Vuu85uXya8M9U3iTt72eW27G1wDyv8ZpW6k1G3VJUo8Z7ikUsL+vTQjhpeVl5+Tz3BTp8ikaOv1ZPb+snvsydr0cD92rPtKnm38fh+LrxWfbVW9BO1gLcaQwuMNcnbyrSjozjqPFZRCU5BGqKnpq3X44560nOefPhO85wz7hGL97PO64z9XdpzkXh4ld2fZZDL4v0Pqd1e3NdVP53YrZkxDNNoPYnkZV9P/n6srLxLbF/Iri633+IeDyVnUzRcZr55V7pdU79KHC12SwILtug8AIAvwCwCN8XncFQ2sEkIHoWxbsAwpk3nUcOUtfRJy88icUltTdX1lm4bZg3vdMs7wf5Owt5qlp+ztp/zWz8VzD8l7v1N3/5b1vaXuO1XFvvIYDMWP+cNH3nnW8X3s+AcKe53iveXpO8vOdvHys5F6cF50vu2uHtZRXvVB4Oc84N++C67e5m21zSkI1hHcbSTsPW021P5fjdg7OvrbcF9rT8ZKi8/nYe+sHxdsL1Nou/Eg+uk5zJha2U8VWW/RG23WGNW2swniBrrKpMO5fWuFNwtkAbp2cbLN8j+E/zo9S3qdFnzr+on3xeCG+morcjeT8tQNnivfLRcf+XIHnkyEUIjkfibvdKZO3OKF0Nwwu+oBBzZ4HZLwquStaOiozg0oq39oKVKIYXErX564yJtvcg5JvnDUZYYxh2XKcdYdw3UtaFiOheN5/pqn/e0ZPw8Br8VN94rzncSPuYOO5KjqzuH6Vvj7PfT/Eo3t1QwL0UXuyeBhVp0HgDAF2AWgZtinozk0mr5O2zw0Dfyr6RDf6qF1t8GjT+e3PoQvX/OLl8qW1XVO0zZ3uuWv+jbv8q2j/rGT4m1D5k//Ji99063XqctP8a3fkpvfEwivyj4tfLwgic+8NBH0vDj/EuFf9I33mbgf0u7/62+90vj8Yfqwcfio59Lll9KDy5Kjy+yT97Kh+/pR33F2Vegjnq3qy+3EtaK+EMzYhwK2IA3TpLrl+r+ZfzxLwrx57T9QwZ9J9vfq49+0n1vs+5JztuNoy3d2dNsnZyllIY68nY1Yiz6iXQMzkdXxODa2ZHdHcSOA1sSCUmspRr7pkYhRcouJR2abE8o5mZws3qGJCOerN/MBVHx1J547daODeJjU/bMKR2ZdNKmsVhVNBa4ux16u0JBGRotiuacjlbEuzMVnuTQXtGYJzfL1MZb2T3ib02UP11HjC3aMjq7W+LRDu+dqYYpaZmo7h652whjneh2V7zTjq8NtO1KGlVT96tP108XvSmBBVp0HgDAF2AWgZviczjOm0rFcT/9+rvU0+X2KTp9Zrg6XXl38psp89umYuzK68ME+lP83r9p23/lbP+uO/6aNvwtfe8v6m9/1o2/qMaPouWDtH2lGa7jO+/i3gvd/Qt7/ydm84pd+Vm5+zZ3538lTH/Nuf69sPO3yoO/lZ/+ter9teT7Kbf7Xn/yY9b3Xtm/pHxjeqsrbA2lr9vi921+qxy63YmYJ357R4V7fuhCcV+InsvE1s8511XKdJWy/Jhw/Jh1/5KBrgoPxhnnKHVwntltl+B20dJKQB3eWBEd8XkpCW/6X+BPQ/Yngb2zCBbnsBRrLZNoi3NVpYOihOUFPEs6c/61YnC7HEaLp98nzoxqENeDWPKlWXmxmXu6zga3np+akpH5lYkWu5yVt8q6KSUb63FPQ7BNOftb3jeL77aSSI7e7EfhiYAPdGTI3xoohgtqux1Fp37oUkF+pk0X6jcXrKerEX0KapNbHW6rz2+UwzDDuFP64ekxsbS0vthNCSzQovMAAL4AswjcFJ/DUb/3Xwv+O4Pg5jRgGb9CL0+w68Ddt+S9K3Ftwi+fq6sX8p8+pFY+aGsfJduPIvZvSfgv9PZfhP/x19i3v+q3fuU2fhG2rwT8bZK4SHvfJbbfxzeuGPOMXZso8I/x++9S9r8WHL/Wvb/kDv+Sevxr4eBjFvkp4X2nOd4m3ecp+5i31ynLiDePZUNPtXYj+ICzjBjjuWTvyXCNPbyM7I94x7W+9TaFXqXME219moKnia2LnGNQ9g4LDwb644l2OIvjfW2no5tagj3Hwn4KfRM2vzg1BaOOJ2GHEMILEThLIemwt0w/yyu7VdVQj2H5CJx+g+mvt5XTzUTArB4Z5CiWOfboZ0T21XIysBWO/B9R+h5PIQ3WUpSQSgLOxjdKSUtHtnZ5YsDZJ/JuW/QWktvd2O8GnHUqwdXYZkM09fnbLd3UZ431T+9Jdo0TxLmCjZKOQcLT0fEZg01k+yhkrR3cabzeTugGat+6ZFjsogQWadF5AABfgFkEbop5Mr5cWpLR38wCt9vk3XP//YsgesVuXjL333PfjKXVc231nfA/Pip33ycN71P3P6hbPxdMf80Z/z2+/Tdq5efEVx+l739JbHwULO8F5ELxXgr2txr0Trn/VjFcxs3vVctURX/SLT/XHL/U9j9mn/+oPfs5tf9L1v6L7nrHf/qQwkFircttzDjjhMYmGjqWHAPN2WXwsWi/FL/vi7YRjY5j3isK7arrM903UyzjJD6WkKEOjZPro+yDdgIZJXYvOd+nzzhMEl0drSprCom89uOHJ5adgOFpaPk4golhPB9FCiSsB9xpej8p4gnFmie3i+Ru6sginJr5KM4EkBhtV48R9Y1bP5nfxJCJmAVuPSIt51lzUcY6gqOiwp2kqSFvdwV3Xzjoi09HysNe0tnRbYM4Mpagumav0c5ayF3iNxrk7XLM1Iga2oyzq9oncWSWISZJ3yDhutRc0xR2Llgaz6EMc68pLtueLS96UQKLtOg8AIAvwCwCN8XncNTvfV06udU8/V3l7LtubO2CM1wL96+4by/F++fS7Uv93gdt7W2c+CjBH3Xo56z5f5X/9O/x9b+k7v2q/vBj+rdX8t0PyvpUwwbzNSzZLwTorbZ6ndj+JWX+oKE/8aaf07a/lHZ/LTz8S+HJT6mHv2Rdf81a/qy7P7D2a8Z6qVjPedMsvDmh8DGD9NStgeTuiHiHdAyD8Cz29Ti4chEynzPGoWafqPgs7polkMsE/ul5F223p7s6Ce9Ydlwl9i/z+6PUbicFlaVtNQQFXsFPD4mzRxu7Rw5/kNBYV4baydNQnrQVo7a4YMyJsM44sgyukXCM26Ipd5jCw6eOcMAiv8TYky09sJ5lCYW35PmVvH6nqkAV2VnTrXV6o01ZetGddswzlPf7EtFSsZruqElYRXJl+FWNQtIxR5o2FMlvazHDOEr0wxsjCT9Pr18kHOPsziTubsruaQJpk67OiTtPb8u6VfDcXlr640IXJbBIi84DAPgCzCJwU/xHNn79YJNoxZBKyN6kv88fr5xH8CltumbN74Xlt9LGe+3r99rWexH6yFp/law/Z6C/5td/TW78Vdn8KfXDO/5/vJN+mKrWoe5o6d4J77yizOfK1gdt5X363vu49cfk2i+J/Z9Ke38tPfxbwfFv5d2/ltG/FtC/FexvdeSD7rhWHW8126WyNpKtPdHQUy1NbavFoc2Ys89vDxjTOWe+5iyXjO9KMI9Ex4WEXcaxmbI8VuFZ3DbmdwaSeaygl3HfMLvXybqrgr1IQoIfOn4Cnz62+x/7/H7vUcQnMG6NwauUKxtBywxek9053Z4TkYRkUrU7AuPgGVw52jt9baECBBm0S4G1BHU7T6JFCkmShkLUVOHgAm8vMESVXqv7XZ3ofo/y9ASiqZoqIpIXHSUBb5HrteB6IrCVCKMlervNQRPedUGiU9E9klYmCXiUcU8z3lbS3dadHdF9QXsqp3s1Gi6w/0fAt/J6wYsSWKRF5wEAfAFmEbgp/iMbv6af2ErSwUB2VRhXI2aZCsRYQmbJlWt++4N8/5165yO/9Z41/cxs/kW682vG+HNq628K9EHe+oX/5lL8l3Pum2vROElBgyR6qW6909C3SePHxJ2fUqvv8ys/6cjPad/P6ee/JJz/VnD/mt/5Je37XwXsbxn3zznbRRq6zDuvs+tXmeXJp9Pem9vSRkMy16PmDm/tKVt9GZvEkUnSfsFhQx69kPFzeffTR/moK2PNOtSQa8Ux1omR4pgq5n4KbibwmoDkeFzyO0/8uOOF8yToOjgjTgM2lYIyHFH+9LoPlBewnOrKaF6R3kgIKznGGqes6mt3MLCmvLELUUSMOuIxsx74fY3aKkexYsBeDqOVqLlKwSUaylKOCudtMgcd1jNgiUrUXmTQYsSeZzfqAWPzaEsObiQitlrQWSctI942kRxjcWsUx2fydj2JDFRvM7NZSRo7SbTDYRPO3QwY0iff1//PBa9JYLEWnQcA8AWYReCmmCfjs3tL/PPbHeX+hPMMRKTHI+8003X27iR5+1qx/MiZPmjb7zTbhYj+xK2+V5Y/6usfE/AH2fKrsnaZuPNW+tM5v3ylbH1I2aYpy9u45Vw3XmagD6r5Y8b4MWP5OYf/WXrw18SDf0/j/15w/q3o+nPZ8Wve9tcSfJm3nedNF8WVq/zqu+xaL+OcaPaGYuqIaEPExqL5XDYMdeMkYRtlDAMZuhLhC5W40HfHOj5IIF3dOk44L+K2cdrbjxNDnugrSFt3dJKuogCpEefZ8+2HZ9Znka2n/ttnT7fjUacec6ZpV4KzlWQ4q+6KFCFGcC0CpRgsd4qJR5uS3yIfmTMBR9HvzIcN5egPpejdBoNVaVeOcZZCW6nYN8kQnCXtFcZdV3fbgqtGeVq0rey3lKjlMrc9ChtqfmtqXnGijvKZNxnzZDm8zCEVHR3xGz3pbk/GeiLeUYhWEulqjlZ8pyPvt2Tb+SmUwZf4RW9KYIEWnQcA8AWYReCm+ByOCnJbI++3w2v5GNZkDFfy9jv5nz+oGx9J+M+08Sdu86Ns+5G7/04yvBWWzyXjpWK64tBh3PxONVyryKWydTXvEJrjUkRnwtpMhXqa6SJpep9beV8x/JjB/qzv/zl18Jf87l+rln+ru/9aQH5uYB/r2KxmmuS3PmQNHzMrVyn4MuMdSbYLeasV/75FIg0e7vJwU3AOEtBUhSYi/FOceJdyvFfdw7inl9jqph31tGGU8IzyeDP+oM2h833fSdhbmiOn4tKxJXJijAbNDLcVCW7Qx7Ds341zD+LB/TTjzItoJowoFK7G1hTWqigoT9v401X+2CQcmxQ/XCDX84whQ91KnW1VovZk1FOkPHnKzEW/SUa38rSxRDmLPF4RfS1uv0X7WjGozNjq0dv96Fr39H4hbKzGiGpgvxzz1iRnTcVrqnkgrE/4H8bs7SsZmYnWqW4aKvsT8cEstT9OPhgKcPX1xtLKYhclsEiLzgMA+ALMInBTzJPx2dLvj5/ZGg/N1aM7FXq5LFumyjfX+ua1tPwhQvwYMf4YM3xkN9/R62/J7bFgOaeXp8L9oWTqK9ahgp0L5olqnMnOmbgzEbxjCR3I6KW6dyV4fsxs/Zxa/zkJ/RrHfk4d/FTa/6Wy97c8/kvm4Oe840MDGVXN14X7v+Q3PyQtHzL424z3rQZPk2uzlLmfsrV4e0tydTRiJNgntOE8br7IGz7m7bOEZ6ISLY0opwxFzdLXTMOEt5swN+S9ju5sa866DMejBjJoiBxtkDGCi8Fs0MqcbogMyvPWBGWPB12JgI2PIWKQSDKEJmGMgrO8JRaCYoHNcAgRKVMyCpX41UTQVIuul0i4GiLKLFELQJXYVpE2tWisTmF1zlZj0aaI9SRXXSRqLNbmjc3oH5uhlSK9XuKNDQ6tCERHcDQkd0PGe6Rj6Idm2rzY4bOCaaTCE80zFRxvhb1zdbNHmdgXS0uri16VwOIsOg8A4Aswi8BN8Ska8d+Xn9hqZ7Z3L/65L3w/zPxxkFk9125fRy0XIWQasL2l7Zfs9iV774JyjWPmCbNyQf8wlowj0TFhoRlr7YmmS8k15Q4GAj6I26aa/Ura+VHd/ymBf0zC71O2Dxnjh4LnXeHwp4znz6nDj/rO+/zu+yLxtgT/WFr5uQB9KG7/lLd9LODvcparuGWWWr+SiAsNmcWxoebqi8Yei3c580UcPo8jV3FPV9lpxO1FzVyIW1oiMUyj3Yy3rON1da/BbhcixlTkB8n/NRmG2RBChSA2RLDMRkT8nlcggdzkn8PRYwvzxMgfI2yYoGmrwFij5CobNNG0jRZcAuPK02gibK+ENkrUZpPeLHPzsmLs0KYiu1WnzDXWUeR286S9JVgriqOsIgWBaDOmPrUxiq1Vw6YCaa3I5r54tyJt9US4LtjqItyl4D5t6wn2UZaYJkyzxO0JZ51xxAWD9Fh7L/rfl46Wlu4uelUCi7PoPACAL8AsAjfFPBmf3lvKvLz9/vmt98HlD+J/usp9fZX6/XvJ/CNnvYrAF5RpFsU+8CsT0joioSE7X7QrE2Hrgtuc8NYr1n7ObFzwW+e0Y8RaLkTzSN6+FO59kOCPCvxjGv2xhF7n0B+Lzp9SOz+nDv6ScP0lsfdLeu+XkuOXrPN9wv0x4/ixaLjIGN9nVn7NW95nzJdJ5DJhuBbM1zJ+nXBOZFdLdrY4rBMnusraSEd6KtGP71TVnXbS1ZGMnZSzl97pFd3luK8gO7QQIUZhMbJGBYxiyCCeQeqphScxXoBYwSiI22IYEs5g6Qiijm3iG5QLmmMhxB/YjL7ZiAZXE6xDl50ZyZ0mHUWKyEShbOxeWlpLhG+nmDuZqDEX2cozWJH0lYKPykGiRGIVAc3JcJoz1mJoJ2zpB+HqKZqlbF0B6krrA9nYkew9Du9rlrZs6LPrfd44EU3j+PcXzK2RCDXJtQmNXwYN/cCtzOOlpTuLXpXA4iw6DwDgCzCLwE0xT8anS0sD5D+/PTL9yq6+k9beJf7wXtt4x1mvSfSKM4/YlbfM9iy2OubWurS9Tpl6jOkyZBzxW1MJnvK2H1nLiFm/ILfOOculYr2Wty6l9Q/8tz+L1r8mXT8Vdz9WiF/y7r9m9v6atf4ta/s1R/xYdP9Usr7NYT/K7h8Tth9T6IV29338zrX+w0UBm8bN4+S9WWZ5FjdfZnd60t5QdI6TjkkGnqRWxpkfJnHTULH30s5uBh4lkU9v603vNuOHjbgvI1ulGEaf2siQIeZfj55up6Lfq8E1iTKrwjIfWOUDBuXMkjrbTITxVAzWI/Pr41zEwb4hwq+25RNIDm6kGHsmtpmNoqUwmg/iOmuJkUY5us6+tMSPDZmoLU0SJcaXCfuaIaIYI5KCJye4sxxRDluqUUfDDzdjcF60FBRLV7LJgqHKOZtBY5s0Ntj1EnWvH/m+z/3Q477rK8a2YKvq8JDZ6oSQ4bM/cch/ebLoTQks0KLzAAC+ALMI3BRL/1FTMj/858uXt95FbG+5+zMFfyvY3pK2S8FyKWxfMMtt+t6M+7pMQS3eVKfM7bCpf2TvMFhHxGaK71rYOJfuDhnonDddSsi5Yp7qty51wy9xy5/jnr8UXT9VXH8uO/+a2/1LyfHvZfyvJefHLP6+QLxPr1+koA8J69v4rXPBMBBXxwljT0P7OtTLrA3zqxcF5CKDjeKumQxfJ+D/OMZ2+SL3+yvl3kVie5Ilpnl0lLKPsu6m5m3E9xsSkpHMQszInJoSZ2v06ZoWXU6Rf9Lptay8nhXMKrdO+42xM1wPOvOUMR2FsuS2wiLRqJ2PIsopIgbX9YiFihhlzpShrKWoqxxwaTE3x2Ni0MKdmbSAJUeZs4JbZ9xVkujQSJc31gR3nneVaHONtuTDli6F1IX/L3v/wdxWmuYLnvgOk3Wjum/f2ymlstJQlJSikqIn6EB4f2APvKX3Ht6bA3MMvCcIbwgS9KSkzKys6u7pmLu732iprLyzszETd3dmN0qKaPwCYhAv3IH4xPP8Azg4kJdRZSuhPcao9bgoHeMdI5wWRMuGwEqY0Q2Kz2FKK8rqwLx6Qnga5LUhZmuPg+1z7cCfPvWg7PmUPnU/6On5Xa8Wez4Xf2uOkR/+dA+w/mrl/GKXP8DSd7D25xj7Ic56nxBeYqxrlNQJUjsI/8In7gYEXT9w4xWeB7Xn8aW7uOrnBNiNi28Q5WVYehdRPiRFH3Kinx+DSEHxLwXVX8qafzvh/VtB9a9Z/b/k1/+9tPXvxaVf89oPCcG7BONDlHkfnX1AedcfjywifZ9Qvk9qbiOSi6z2tKC+TWveJRYvUeA+CbxPS28y2nf5x6TCf5ekXSQklwVR5xhsZUTttLqdFbTi6hYqLEeZEa8kaxcU3eKSh18Oko/h2SwsLCbFJyllApX4gnzEvRzzSjCnIGElJ20MDJKGIF4wyE8HuEkYjPoFkQAvDLGzMKUSYJQcujykyPolx87H+5QVw2ANpbVhTQWSln2aU6+s5hfUw7ocslwIiSowsRjVljFJNappRJYLsOQ0IqpHGO2MuBGaLsCcqoNTD6vOA8ouKm0FuV2MXw5zTwJzDQOx7JjvWJkba3/qvenzH9mn7gc9Pb/r1WLP5+JvzTFFwd1s/unhYOohTLyKyN8npD9HePcZ6hXMfOdl3njItwitFRQ8JpiLAO8Go/+CME4jc+0Q+yIuukuwb5PSq5juQ1L1Lqb4Ja35JaP7NaH5cLL+84nqzyXFvx5L/z0B/JoE3xWkP2eWfzpevCtIz1K82zjjOvL2BiPeR8nXsORdTPguwf4loX2XklzGl65TS9cR/TWmvIhKb+Osu/RjOlE9ZKU/56TvUel9XH6RFzQzYCkmqKfEVVhZwJQlRBJDZQFEgYTlxbC6GpTWArzjCCeLCU/iijwGorAwaNEhJm3KooLMJNcBDfEAkSAYDQmyAWY0IM/BijQmjflAzE84DhKrIXHTo62GFjJ+ZcUhK3o0qZCqhuqrELUTEhXD0mxEXESF6ehGMbCV9ImrIU0hqCrEdI3IUjUob4X5FS/5DBOdxsEGBtYQYR2W1mFBJ6RsBHmXQeJlCOhGgCLEK7oYZztg95CJbA1/2jHZ82l96n7Q0/O7Xi32fC5wv+1Cm93F3RzgLmH8VWDyNEb8Oc67T9GuEUIXot1bBb/4OTcwqx0VXWKyq5D8OiK9TtJPUWoxQm6htPsU8zzLv8kAH5K8DxnFh5zyr2nlT3nFz8fyd2XJn3OKf4mL/j2l+DULvktwPqQW75OLd2n5dRq8jtJvonO3qbkbDHiIyW/CpA8R4UOa+z6j/CmpvI8I7qLABSbtwIIz9PHK4uuM5LYgvSuA75OSu5zsNq49z3FLKUk5Lskg0ohHG3TKLT6BNyD3x+SZlP4kKquE2VkUzIZFJVia84NZuzTgVMcP1+NOCWLmxFycWEgQjwkiAWoAkxW8mgyqLSKqQpAfdYqP/dS8V1JwLicDunRIhzlkaQs7BcmjEL/iUdXcwuOAJu3RJsOPIWk17V9pQgsdVNXFFlqo/hjRNcOaPMoq+9l1jNeK8xoo2IiIGii3ERachOjNMKsTINz5KB1I2g6KGkZ9a1faMPM3tnA4+acelT2fzqfuBz09v+vVYs/n4mNrpOACFtxlcORnN/t9mPpLkPAeI/wSZHYQZscqvvQp7yDlbYjTCQHv/No7n/Y8IruLikopTisouIoLL1LC8xT3GqE/oOK7iOxDQvdrVvMveclPVelfC8qfjhf+nFv5a27h14T832L8XwKyD8jyL2nxTwnaQxa4yVKv0qyH/GMKkV0i4gtUeB3RvIuBd1HpPQZcRDjnKL+NyOqwqBZhXyT4F0XWWYZ9nWKexVSdpKqOLVTj3ALGw7wMxKVxOvk+mzTolaeS8lhefZKSFaKiArqYQVaS8ELOo0g/phmnxutThq06j0+Q8ovymALFeGGUEYG5CKTMBlWZMD8VlGa8/BMIKEBKzC45DkjhoCzhlyfdZAzCp6LgSZBbhoTHHm0WUuWwZRTR5kP6KKprIktNVFPHpOWw/jgqaUWElZDkLMRtoPwTjzwVlNS84qxfVfFICojkNCyse4SlkLjuU9z69FdGTdVEFR709k35D+1T94Oent/1arHnc/GxNSpxAdd4C3l5i4neuxkNL+3eK2hjwjMvtxkSXPnVt2HVbUhw7wXug4pbSHUVBboxxh0keFx/CEvu4vLrJO/CN34XJl6EGHcRwV8iC79kZf+W0/y1JP9Lfvn9ie6XwvIvScWfUfmHqPwysvBTTPo+JbzLAldJ0lWG/RDhPuRE3Shwk5DcJNi3UfA2Tj1Nkk+jExcYt4kxKlFmHSV2Y/xOgnGVInQwcTOtO4mtVGPLBXQlC6uxgBaClHafxuXmxH1iLAHG02AywzxOs7LpjSK2UgytFBF53sP1w2zYyfb5RGEISIcE8agCjchReCIGcwsQ7cTPe0wnOR85bmGXPYKCW3fiEqTdtGwQgMNMzCuAIVkC5RVC3EqYloeYx8HFCKyJYwvBgDyFyHOw/AQWlTFFJSpuR6WnUWkXk3YR3nVcmPEuHHsWUv7lsnWl7FNUvOqKR9axgEWbuBrk//zxbSzRWZBh2WXj6J96VPZ8Op+6H/T0/K5Xiz2fC9zHT/qMI5aZFkLtwuyGf+zUTqr7OF035xQlXfoIV0HOlUt27+VcBsiXPrCJ8s6i7FtkuhtmfPCDd2HuuwTnPsK+gecuIlPdxNh9XPo+KvuQWP0po3yfVt8WFz/kVR/y8neP6wlxNyY7iyrfJzQPSeAhy7nL82/jzA8ZwbsU+EtO9pBlPyRnb+OiywS7kyZdRlnnGPsswuvEJW1YdY0orzOyTlRzGdc2Eiu19NJJYjGJLEaDmwikRd1LYTcn5KSHA4woKoojqnwUiCYl2dRGNrZdhpeqIWkuCIYCXNTFjfplsaCiEJXmk+pITBpDJRmMnYfBBqSselklOyvp4eSs0rxXnfSLs356KMAKwXzErYl69DGHrOxjn/hpVaeqZFRmgstwUJxEhdk45xjh5CKyMsZtIZJGWHKOCroweB0TdFBRNaxLhnRll+YkpKn4xWU3/9wsvrJK2y5R1y24j8nvYpy2d8G2K+gdOOU/sk/dD3p6fterxZ7PxcfWSMYdO8dvUME1Rr11TbUOOBcO8SXEubDPXcJTV078jZt+C9E+QEAtSqtFwLMo7Ral3aDAVYj7Lsp+H+e8jwPXfrCJMM8w9hUmv0ss3iakd2n5zbHqvLD4a2n5zwXRn5PCdxH1dUx0g2oeEOF9kPMhKX6fYN2nhPdJ4Oes7iGt/SUjv4zLrtHl88TyHSq+xGiXYVE7QrmEwfOw9DKq6yaWuxndKbbcgTW1pCgdAT2Y2utd9DuVkFUe9AvCEMXvA7OQPOtdqvgUBXQhmzTmotul+Go1pM2HxJGAMhIAfF55ElEWUWYpCpyg0hwszcLSEqJNB1eOHbJkkJRyUTAIyPp0Sf980gVE7ZyYH8A8HMwkTbioMQc94QHzFl3etBhxSONBVRiVRFFBIix3YfJjVH0SUlbCixeo4jK5eI4qWo+LYV0zrOpiwo5PfhaWlQ3yhkl+7dLmvPKcX1UNSouwtOsV75yIcIpPPSp7Pp1P3Q96en7Xq8Wez8VjZ9xT4opu2ru07DYo6/ioNwawYRFfuIBzH6dro19AUxdO6geI8y70uCI6QVlXKHATY1wnOPcB/hVKu8/w75LCO0x6iYkuwpQrRHkLCW6jmvcx6nUWvC/o709EH3Lin2DefVh1hakvo8BdhPcBBn6JSP8luvguybtOss5izPu06iwqvQ5rOtj+Nbx8HZdcw4JzmNXEiF1M0IWEZ2F1O64/R9c7sPrUI62GgVhUgQTVqGs56tUm3GLIR0kE6SmIlQsuVML6ErJUwIzJiCmX2clHlxoRSdEtSQYUiEcXh9TRkOoYkxRjQCEmz0Xk9aS8GNEWoY2oV5VzUCM+djIghxF5JqyJecV5lxzxgCkXkHTzYi4w4pMgHkncpUPNqqhN7fco0YAG88n8XmEUlRei7HJceRJdaKdWb3PLp1np2WNSCaouMPXjs7vxqxtOzalX3HRKz9GFUlwVQMBUUNIMyCpldrjah0t86lHZ8+l86n7Q0/O7Xi32fC4+tkYyLuMm1kKKapxZ84+1bPxzJ7UGkRs+3i0i6sLSqwj5IszswrSmm1G1CdsI5yYhuENVV0H5eVB6mhBfxNj3mPAuwrlG+BchxXVYdgMp7pOKDxnBZQ54OGbfHdN+inDfx1SdrOosrbxIia9igr8k5L/mZB+O5Xd5YjfNa+f41wnBOaZvISvt5GInpuvEFG1Y2oGpdxDv3i8/D8jantU2Kn8c8yc2Qd4nTCES1CtNeTX5EC/uFyb9U0n/dAaWHYeF2cRCNbKSjRykkKMovFhNLhQRXSUMRvzqeECXDG6cQKtxWJeK6DIYWEyoHp97MyotB6QVr7RiFZ04xKmAOBNdCcKKhHchAanzXlXEIkmbVYngYjio8PgEsF8KBSUBuwzxKqIBVdQqgayiCESto/xihFBC1Z2oppFa6ablnaigg8pbqLiLSRoB5blX1QrzuiHFVUhTCktPUfo7SNOF1EUrgMt96jnZ80l96n7Q0/O7Xi32fC5wv+2bAsu4Zz5NyyY7hRiXVn7VMX7in2sHBdeQ9ENC8j4qO4/STqPECiQ7h8AzRHSJCW9C6iuvoo2Iyii7EuR3Q9SboOwGEVzHlVcR/lVceZYE79LC6+TsVWb0Q5z5S5TxkAS7aV2nsFhLa6/Q9Yc4+OeE7pcT5fuc6iGtuE4qbzDtJSpvYsoGqqwnWOWIpBZgnQXwl37etUfa8OqLEUkzpM74xYk9VSwkwh6zgpeFOJlwUJ6EAb8PyIZEx0FxBRMfR4CTpDAdXUoi/HxAkg1oy7A24xMgMB9FF/LhxWPfej64lELVmYQqF1HUUrrjqLISU9QQWS2oqjgEJ7AwHeNHw/oUqikhq/mA/sQlzvrk2TAYhtkhCAjAHMyvSrn5ES8n6RVk9sWQjRcxqkt+oI7JTjB+9TFyJTQnUWkjrm8iqmZA2EQFNTdQCIOXEfFFRHoVVp3BjD8HhP9zSPfevp+wLOCG+z/1oOz5lD51P+jp+V2vFns+F39rjnZwPOgFzhBOzc26dAMXbuKpg9Z2sO78jIeo5B7jXqHiSlRyCbGvfYKzKLUVBs6DonMIaGLUFso/CYKt0FInKH0PSR4w6X2McQYB93HpbVLykOLcpefv08xbjHGRkbaz8lZefVbcvMovf4is/5RR32U0H+Kau5j2HtO/w1ZvIkvniP4mIerEwFqM2YA5LZ/o3AWeubVVRN4Ia8ooJ2dWhJ1Cv1kX8dADjlkkoDmG9Tls+RjWlGB5MwLWosJaRlCMynJJSRyRHIdp5bAq7QUyHmrMx8fCknJgpeDR5XzSNKbORsFsTFqIKGvxxVZKfJpVtmB53g8UvdQ0Ks67JSfBlWJs49i9kPXrk14gFuTFPWy/R5L0K3MhacbLDnleJXxDCSsA78j8RlHWozyOiE+whUpEUvSpyqi8BGlaUfV5UNkMAW2E0wwL24nH2Mc/R2TXIdY7hPQTpDv3rkOBFSVI+7RjsufT+tT9oKfnd71a7Plc/K057i1/nQ+M1iPkjnfs1sm9dpGunbRLC/u9k/AuNP9TQHiFKO9g0X1AdQ/TulFeNS45DwrOQ+J7r+AKYl4FVB1Yew5rr9zCh6Di0g/ehnmXceFPMfCuwL/Mcm7jgoussJsWnick3aTmrCh+yK59ONF8SKs+pCQP8cWfMfVDfOknbOMCW7pCpdcIeJvhnCcZFYTbCvILTnY1JKmGFeWopBhUxbwkq13k8WpiLn48AjxGkyqyVMMUDUxzCkubMWkrCdaTqk5EXoipjlHBMSwshcUnfkbURYn6wYx3oeRXn/iV2YAkh/COo+w0Qj+BBc2A+jwiO8OUp5jsBJHHYXkJXshD2nJgqYjspQKHKddKzL+c8koyVmnKIEm4gYybl4RmkeC3CT8156JG7Xz7gTQMSU4wVQ5R5v2PGybKefn1xOPdgueosBMRX8OyGxS8QajnsOQOUd2hsp8CkpsQp+MXnWHCw+3eqyn/oX3qftDT87teLfZ8Lh474x4ZF1cRz/yjZ6HRS+/brpt15yec+WjX3ql3fuKfw8Q/R8i/RNg/hWUPft69h11DuNUItYPxb/3iC7f4JkC9x8Q3mKqDai8Cohv34mVQfYYuv49p3iXAd3H+dZx9E2NfwvyrBL8Ls7uY4AwT3OZ571Oqn3KSu7TgNqq4yS/cJWXvYqv3qLYLiW5RwUWE1k3xmyjYCsirAUETYhZQ6XFIkYTAiJvhds67rIpcmFdNClsJaSuoq6DqRkTWissaCVElJq9HFNWosoIqUFiQdorLdrDgEBbc/GhIl4CkJyHZiY9fQJhZWFaIckoo9RiVn2P6s7CuG9Ce+pbqsKgU0BQQXd6vO/avFLzWnOEoZj0MHujjHn3RJk7alBEHA4GYfh8XdokwiJFxUENGhnuH7rJJM3513skr+4Gim30SEhwHuNUo7zjIz0SktYjyLKK5DEluYuIHRPM+xu6gwtOg8BaZ6yZIXvBTz8meT+pT94Oent/1arHnc/FbbxzDZDMnTloXGTsLz7xzzd97GfcY812Q/4CwPyRpf4kzP8SpH8KcB7/8zA/WAtxjhH+OTndC1I5/toXNXySpV3FlO8I8g2UXsKSLaC+jKw+ptXcR/X1Kfpug3WDcy5SgneSfx4gXGOksMXKBcq+TstuU4i6zcHGs7WYV3bjmJinqxqU3cXkroryMSc+iQDuqPIsu1gPCiwivEgRyQUk2wM/4+ZCVGHJIMxD/JM2qo8oGtpyNqotZRbMAdnLC06zoNC6/QBYaEVUrqCm5xFWvtmkV57yLEXg5EdaehMTFqKqOgccRdSMqLSPi04ioFZWfRYW1oL7h07U98oqT3/Yp8wFt2rVZshiKRmPUuIoaFo/9iiqkT0LiGCx/DExhDy/i4cSNTNRKSexOIkcs+5Hcb+VHjWDKMF9yMTNmQs7NzPuYJzCvGlNV46pOeOk+or1BdO+i0vMo9zRAO00Iz9PUsyz1cKv3asp/aJ+6H/T0/K5Xiz2fi781R4GKfRJ40U4wb6LTF0HeT6jol6T4XUTyDuFfYsRrlHwWAK5cQDskvvACFQ/7HOZ2oKmue/w0MH2GzJxGlKdB4DQi7kDci7C0G1Hforp38ZV32dXLj+FDfJsjd/NgOyO8SjAvklNXSeZ5jHuTlt/klm8LyxeF5ffp5fOk6iLJukoTu0l5J7Heiii6KL8blp9jyhaq7UQE5TCYQ4Q5jyrq1aBuZcIhSYY4BUxYSomPY+pqUX6SEzVTiouU4DzKb0QFdVhxFpI2wsJGUFzz0Cs+cc6qzfo28tBSGV0+QfXloLoSUJQRTQtVljDZeVxcSRDrMbDiVbcC/LaX1A7I6mFZ1L8Qc+8k3OuYdzFl11aDqlZYXIC1ab8o6hFGnCTEPoda2egWP+QAoxaex6nweuUeOyPpYBeh6aKDkD6k5x3cZlDexBRNbKELay6d8msUPENkLZjagPi1MK8R4VbQWaWmF1P+Q/vU/aCn53e9Wuz5XPzWG8fW2bxuiHIFUa+9tFMv7x4RX6VUP0VkbT+n7WWcevhtn7DtEXS9vDpE70K0izD5zEfveokfQvPXKPMyxG2GFJcQ9TLAu/KKr/3i26DgXYp5V5BcFJSXWcHdseIqo7xMSS+TvKss/+qEcZtS3ubVt7mV8+TyXVZ/V1x6n1RdpUXXGO0OeUwMukZMcYaCHVRxjqnrqLYWU+TS/GwMDIU1UcsK5FmOuRV5n7aILGUjK/WiunEsOT1ZP03qbyK6LqxoI9ImJG0i0g4sLPoYlQC96ByruuUl52LdrT/xLqWQxROX7Ngpq0aUFVjfRPVNWNbC5K2YsApLO36gEuE3MXEpJM76+RGvvBCUxwPCpBso+6kNr/LYLyl7FzJGSsAGxGyMiJEXMKqCRyDskQYcskBI4PUwQ15O3E1OOiawA3bcSSt6KdWwPA9LirD2AtJ3/OqWX18PKisBTjOoPAnNtIJkb+9I+f+xfep+0NPzu14t9nwufuuNY/AOr+Gi3fkZHQe+ZWNdevgPiLgbBK99wnML69zBPvOC1x5mCRK0Q0DHM3sDA80A99Ihu4Ol1xFuKSioQ9x6UHAZ4N5EgUtYcReZeZfn31aYl8eKy6L6Lrdwm1y9iCxfY7LTAq2bE1+m2PfR1ZvkQje5eV1Y+qWgus6rbsPqS6/iFpV0UF0jKqnH1zvR1avoY9SQt1JAKSrIJkRJmzDuUset4rgXPPZqa8G1UkRbjvOvj5cama12Zq0dlV1g+kZQXI9L6hHBCSYtRYSVAKsMURp+cifArT3eEBIUfcsZl6YW0tQiypO4uJkQtzB1ExW3YtpGSFxFRdkIuxBVVSBqwcHNO+UlP5j3CqNuQdQjSPsUSXgrYVEjNkXULECt4uSRFDaJvBYwYOIF7ALIPe92siy7XPiIGjFQowZ8zs4/gdgnbjqGiSthRSEANj36U4++ERBd+sQVjNMJCRowxyx/9WnHZM+n9an7QU/P73q12PO5+NgayTgcaz7tIpe3aW0Xv+SnXjmIDa/gIsQ/9dHOfew7iHiH8i6Doi7CP8e43RDtCppswbN1H/8GFZ2jnFOU2gqxH695E2e/S4J3ScFDRnOXEXzIr5zl1Fcp7WV64RTduEQXrxLqdkp6XuGep9VXmPoKXe2kFu6zK3c5+V1C3kUWLoMLV+GVy7Cy49s9ja5fRTeuEvpuRtZIyAspXcIriTtlJQ//2AdmPNw8JqsF5RlU0opQWqjmIr15EmN3U5ILWHGaUDVjYDUirUbkJVReDymrfkYlyKtGaBVEdAoJaiF5w7R0HtB3YupTWNGOKs8TylNssRtbO0X0TVh6jElymLDhFuYc4px3oezS552anH0lBylRWBuCFxH3gt8OOt2CoBmMuQSQlQvZubCD7TORwhZqYJsDm5VBKyfpmT/xikseQdMqqzs5DZcgD1HLXrDmYdT93DO3/AxithxA0S8qB7Qa/cynHpQ9n9Kn7gc9Pb/r1WLP5+JvzdGu/TqvGG0d0lqu+UaY1vITL/20M4h0DTFuIdI9NnuH0S4+vgUjOIsyryDgLEBthUXNoLCFKM+i4rOE9AoGO17hHSx6F+XeRNXXGeAmtnKTUXxIrT5kFFdpWTO92Mpqz5PqZkHVPRaeZiRnUdlpjF3LaS9j4H0KuI7rrhJLXVR7HVPdIpuX0PJFePv88a7iysfcUE+oMuhKyq9PO7W10OIJupDFZLmovhDTlwPSE3jxCl2oxTWdrPD8MaZkNI04/ywluoqC57C0HZOeBeUNv7QUFhQxZRV73GxR06M98ay2sZ12bLGE6uqopgULyjFxJaJpRFSNiKwU47RgcS3AK3qFEZcu71MXzCvH9oWKdyEf5kbD0oJbDnul/iAYcPLjJiDiJIacbL+XH3LSbE4mbBTDB7KEm58KMFNBTiEgr3m4pyZJ3QU+nooBXt4nakCqqkfd8i8cG/AnB/Owla1mvvy0Y7Ln0/rU/aCn53e9Wuz5XDx2xl0c7uQVrnX49dUurhsaOUXwN6GBO9fcPTR462U8+AX3ofFrjHcaElTD4GmMX8bAZlTdxOQXiLYRAU+TvPOM+jKhuAzIL6OkqxjjMoW/ynAvE8IPsYWfc/qfU8qbpKqSULWzy6eF5cvC0k8J7X1aeoGKLmJgKwrcZNj3KdV9aeGmsNFNLp0VFjtxWSe61caUVwn+dULSxRQtWH+S0ObD8hOHpgoryxFJJiE5zupPo8oO9nFX2XZEf5FeaGUXu/mVs6y2mRCdpfmXMdFlTFaH2Y2w4hTld0LyclxQiylL6FwuKE3alxvQchldLcALTXjxNApWMUY1xmzEeI2E8BzjtzBZ3SfNuCQJFy/tkiVtwoJHWfNJygFWxs2I2/khSBb0A24HDzkQuA9oiEGAmflmN9/nmnPaSCkHJ23lxdwCzC8MoqK0R161S0/M+pIbSAWlJR8/DcuT6NqJTxGzzyGbONcRAzf2qedkzyf1qftBT8/verXY87nA/RZTkku41t7Xp4G+dnjsOkq88VGuoIkrH/EW4l14xTch7ilCaIRYzTC1Hh6qx2gnCPk+Lr0J0q8QYj0KNtNLt8hiF1HdYOBlfOw8M3GRo93EhRcF4DYN3mSVnTTvLL3czi+eFddvC6sfUtq7hOImK79McM+iissI4zwjvkovXua1d9mFbkpcy4urcXUzrmgnqKcpoBhUZEJgJKhNhdVlz2LTp2zB5EqEVUpI2wl5JzTbjPBPg+rz2Fo3snqRXO9GlDVU2ohIO0nVeVjeDMvLIVkHAzsopRsTnyYElajkGAHLfn3JtVz1yerBjUZs6TqkaUekLYh9HtSeQ+quT3HuBUoeYclJrzl5VS85G5KlAvxGUFm3AwUXGDOJw141EgJgg8RrABzGqdgBKWnnxywcq2c67B1EPdSUnYFYBZgPCPhY6QCndKSs7gtLlse8wi94BDlMmArw4LAsdDjudRI9Fo5KMvWpB2XPp/Sp+0FPz+96tdjzufjYGsk4iPV1xfG27GVdINwuxr+Mcy6Cgo/fNejnXzuBpp9R83HaIUbbzzkNTra80y2U3YaYt4G5modS93LbQdVFRHGLSK+S4rso/yLBf4hqLhKia0xwGuGfx6UXUeVZTtBN608Lqpus9kNceZMRXqVVt1nlaZxxmZbeJFVXKeVDaukhtXCbFDZRWjkqb/h5bZRTjADHUX4aFmVD/HKQ34ZUF0HhqXumFiC0MFUJlZyi4lqQ08SEZ+Gli9jCeVTZjko6QWEtIj6LSK4RzblXW/dpqoioERTWUf5ZRFGO86vwQi2iq/vARkDTjC5fwmt3mL6J8FpBTgdSNiBt1yWp+xQnAWkTkZxC8pZfUPIIkLAi6wFO3MK8hRPxgiGvOAIpEYvGY5b5PSzYRUWtHK9L6jFTrR4a7KJgXmHUJUy4aNEANeCkxjy8rIWfNYFJSFVwifNeXs4vTFhZhr1p09Fb8x5TMfT8Uw/Knk/pU/eDnp7f9Wqx53Pxt+Zo0uDSRlrHz616RVcR6XmM3YkKyrD41McsedhXHkLLQ+9ArG6EVYdobYTaDPFPUWo7QKyHCU0ru+oSX/rYFxHZFaq8S0jfR5V3mOwhpurGxVcRdSulb6XkZ2mwmZPU44rrrOJ9ErxMP+YSVTcmPUtwLrPkbo5/nxDfphUPCcVtkn0V5jQQUTPMKwXIpbjkJCkppRTFkKgRZl74hU03WPIA1QC1muE1k/JmTHkeBc+Dj/cmuIzIz5JAK8prQYLTMOMcYl8F1Gd+cdMrKPokVZ+0HJa1UHklJmukNXVUUkNYjSi7GdW3IvqzENhM0CoQuQqLmiFuyaqtmdUV13IzuNAMqJtOZdqpSQdl2ceTTVL2qPMeMA2rorAa9S6mAupASOR3g7ATdFg1YRMbsvHTblHBwcx4ZTUnkLbNpzzgiV9+YgOqPjAP8VNeWcbKK1nZhQAxZBhw2nGbJhpu6NNOyZ5P7FP3g56e3/Vqsedz8bfmaBd/3fSN1iDGtRe4hIAbVNIISzuoOIvIyhCtAVO6dvKtn3AWkJ66mE238DIgOnfRuoGhrpfb8BKqPmoLFV5CnIuY6j6ju0+C7yLqszj3Jq26yOnbOVUzq22lFc2EupZcuMVkd3FlO6qopza6mOo8zOwm6HeJmbs0+z4qu8zrLuPcLgZUMLAETxVRoBhil1BZLbqYDWvrIWrDL6kFFgseSTama6UE9TTYTqou44tniKQV07bjvHZKUMGE57C47Re0IHY7LDoLyOtBbjssrwbkp5j8DBPV4opyTFWJ8WowqxFj1ePCcphfRT+eWiH+OaKoxiW1kKTiWOkEFrpBRQdW/fZJH20C0mQgWcahKdllTehxC1WZgCBiAYMOIeqSZoyyuFmRPpBDFkHIrkQc9KhNnPPJ0h7miYefdIvzXm3DoCwdyUpOUWqXH92j5qwEv3c6ChFWYCHLwcZp8J90SvZ8Yp+6H/T0/K5Xiz2fC9xv+6aUdF+3bDM3XkrDDnQD0juv8C4s6kalV0Fh2ss+c0+fu8avHfRriF0yiZpWVjMguvAQOnZO2zffDJDzUfIpSm2GKaeo8DyruUypOrC0EwVPU/rzpKqdVzcS+vOUtJbRVSOKFgpewqKTlLqY1bSTi01Edo5xLuOcW0zcjq61k6ut1GITBSshUTEqPPZyy87HJMRr+vXtkKAMcdpefssjqniVjZCklVGcRUVXGfFVSnmVXGhHBa2ktJFln6aAszCniXBOYPbH79CJic5gsPP4uAnJaZJ1jvKqGCcXE5dQTSsqbcWk3TjQjlHKCLse43Qc/AbMbkWAk7CmGtQ2IV0nzKl7GQWvKG0RRp3SNKTK+5drHvVJQF4Lg2mv2HfIdBtoXoMsbJbmnULELY3aNH5I5bXIQiZR0KvIYaKkj54JKDI29bFZXjIrclZJ6pCT2eFmtjkxEy+4q7E4VNqddRyu96bPf2ifuh/09PyuV4s9n4vHznhExx3rcPcWRsdOPLeLOxbRvUd+FxL/hDG7QfG5lXrmGu1aaBduQjcgKjmZWTv11MPv+IQXRqBjAtueV210tokONf2zxSijlldV49zTlLwRkZzGZPWUqhyXlbOaalbfSqrzcU09JDwJKYqw8CQrL0dYxxhQjfHPMWE7Iq2FtE1sqx3TNDySikde8PKzIW7OAZ542E1IUQwqq0Faw8VvBVhNJ6Pmk58l5Bdp2U1K9uFY9hATXUaADsY+S1PKSeZZlNuMc4oxfrUgPo18PBxtFxXUgvwqpqn5hPUgoxWTX0Yk3cTCRZx1GeOfoZzq4wYElBWIV/Fw8rDyGF0oQvqTqLQSZBQwWs4lTVjBY4e0HtCfhbXNgPw4JMqGpKgPgKzMkA0I2ERRi9znEEUMQMDDh1xqj2k2uC1PObW5AJAJilJ2MOdWxG2SuEcWc8h9B2rsEMweyTx7QtQOGAybK3sq7RjrUw/Knk/pU/eDnp7f9Wqx53Pxt+aIiCeyu3M3B5yuY+72gPfOKrlGFJ0wuwVxTl2Ucwfp1EO6cgnPYWEtyMsH2K0geI7yG17JtVl+4QUuQgOXIVITIRSj3FxMXM48RhP5aURWx+Q1WFhMsKIpeTUuO03oqwiYD4tKfln2MQGEV05gfTYmLcZVzaisGtMWg9ISsvC4WPGoUoe6qAeMQ5JMUJiAFnPBxWxQGXOBlQC7ERgq+8h118cXbLqY9ioP3qfYlyn+FSI4j9A6kflWlNJAqQ2EX8B4J5jqBJHUAqIrj/Q0wK+EtbXwQhOVn8VoZ1FtK8mtRsTdqKaRVFQxfT2mK4eVhQBYeNxsRFqA5MUQ4wRjVWFRKqTI+aQ5l7geZNa8/GOfIO4Refygz8YPG8VJKzXj4aBGXtTEQY5+RA00u23IbqM4jfyUQ4BBAsw2FXGRimZO3EZLWcGEU4WaWVGrPGdRwR7htlXn8uu01gUc7xONx73/9Tfi/4lbCf8P1nzC/+/vhPR/uOp7XBf9n9iK/63g/24FxjH+B9cv/V98HOr/69f/wZdag7gAjva/X/wf3OpT94Oent/1arHnc/F7dxzEHWvYp3vf3B9RbkwTd0FxN8wqo7SWR9j2cy6QmS5Kv46xL2PCkyi7GgZaMfFpnFsP089cqhsr7wLm3cDUDiwoo/R8RH4MS9oJbSXErwZk5Rg/BrPRGL0a49cRsIGIS0HgMXnUwooCtHjil55g/BLCzoQVdVSYekwtAX0GWc27FnK2lbRdkw1JT9wbBZ82hqzFEGkG5pUC1HpMVEaBMiQ5x3TnWUUnr74oMM9jwk5UehVlXaI/1APzDZjfiilzsKKYkB6HBbUAeBlkn/tU7ai6hSk6GKcZBKsBTjairKDyCqKsYMpslFeJLmVgbQbRHqPi8mPeCnBzbqAalNSSohwKpsOcUoRZjzIqQfqJkxP3SaNuoc0pDlnFESffD7GNbo7bwER3573GCecO/XCf6rWMwYfsnIcWspOaLnbVzyw6KAkzO+WQwB6m1wFUXHLEKkND2oh7ORCU4pSv/y/Ozf9fPGYUz+NPMm6c46AxFnGCxcfFt6P//eJvcW9xWtxvoWTw40n9t8Wlb3ELj4vfPq7oGDgNvQ83hIuqcYhC6BMylY9JZfDbjycWToPre7yB5r9/XZES9x0ON4YbJCkHmTgKCUf5Djf43cf1wceLcGkcCRGx0gqOUvW/2cK3v93w7d/OvPh9ceLx3+N/16ulj2eeP54N/hY7Eh+v//3frgK/ZSRwfBgnUP+2b/LHLaF9//sdv+0rDeHOhx5v8nHzVOq+vyWKj89uqE/9t+sM4T7e8P9tv+bHp0nFDXFwOODjORBnVOHUmt8u+V8DyRBO89tFMTXtBARjjxcM/7Y+/Fs6WcbhDn97mN+SyseNn3/8N/23m37qftDT87teLfZ8Lv7WHN06xvnm9M8W4M5BvHKzb93UqxDrzk688EqvIUEbmWunCadpoImx6zC5HaZdI9xWZr4Snq+6iJWP+4cSqyF+G2YfR9iZqKIe0Xz8SDDGqMcYJYQZweajCLcQY9ZjYA5RH4dkDUyaDolKblXGQcmHmEmEG/UByYgqH5SgiCoJKws+cT7ASQeEj1GjhapqkK4SA0ox8bGf3UYXGjFFI6KoY5xugnNxrOzW5BclzWlWdZbQn6W4DWS+GmS0Q8p2dLGO6ZrhhUoYqMH8jl9V8coasPo0wm8GSRWIX/aq04i+5leeehRZ32w7IKxEWHmfvAoxavBcMzVRRQQlj6Ya1teTS+WY6vHsKQx2MUo1DOb86pRDBbmlAS8jbOS5XHSjn2F2MZ1WacBC9GxxXFvS8KI4sQvkbPSClVF2sMtWVtMiRgxj6cPpvJuW9lAxJ69oEcMWaeBQUHapPTaenvPD/+dU8f93ezych4db1zpWwPiyPKeeditERwADR2B9jCPCF/vj367u/7N2459x26/UDNzR4Le7lEmceh7YHMWBM7qFQfvGjH3jlWmnb1VJS61MKyeEi8xvlfzJJd28Rs8wiH7wCPpWeLh9Os7c991iH8UspCkZY4ubJOXOd9xVIldJ3wa+8yhxqcEvI324Wp8gtPAyDn6nJOBwk1/iCF/iuF9aqLjF8cek8kKEe2N6TCoTT3EcvHSCZBwgbeGmlyZeSyTPTRPf1HG48NuRvYlXj0kFmP8YZWLz+h32uFPS5x7qO5JOG5TTS7yhHfYQwBxTSYabwhnV0CvV4sSS6ZXqYHiHh3MO9Rkmxpcek8rQEzXrybIEp2YN8B6TSv/jaRhH/AHHGsaxgI+/9A8bcbiMBhekPlUrcTzg6WMgebzmLhW3PIRz4wZSYF8bJwgN92moT1f5T/m0p7jHrLaGw4lxv+W+p48ZxcbF2ejTuHn+35LKp+4HPT2/69Viz+fi45TizBaXgHZQ90uQdeWXFh3Cc6fw1kq/8rF+8YuvIOk1QrmJSK8w3lkEuPJzb1H6TXT2OjJRR16ce8dr7rmMj150UU48c0WMVoRV5bDuDANqEcJZhHuMUeM+cSwoOAlz8ij9OCRshhTVILUVFOU98oxHnEIlqYgaw1SZgCoFq+J+MIMJS0F+MTxfCjOLUVUpqqmFgXxCXoxxqxFdPbJQia+2YpJmUNhJiDsFVbu4eJFbaKb0TUx/npC2oqwGDLQh7iWq7IQ052FZ1a/JhsECKkgFFUVEeIry2nHCRURaRjVNbPPMv3rmk5zZxY0Q6xwRn3pnz90znRDhNENqpnilkKLiXaij2nJYexpZOPepz4PaRkBRcq9GbfqkTZCwC7xmyt4mw2FjeO0S2MYLOihOJ3F7ixXalWNHrJxNegzJSoGRmpWRMdPSWzMZG6XolBbciqRNk7Joc3Yx6tYf+5cQvxrHG/h7Z5RFHu7gcdIuqa0rmwYQOhpaNHCcRkB1qBeLRTrx6IFwVL7/3LpLw9kJGh3ezCf4n31r6Ju1LuD3tdPAIhe3yDAvczUHJNr+wN4ucWmXplvAKZdwS6KJLQlwtMx0SplbclxYMmge/y9WCg5bnHHoZ3ZX/1G5jttae3u4SDZKqXH9VHjjy7DiWYzzgw74ISB9G17AmdX9ZOEbnJSyLHmzTeq3zPyj+dk/+nHDGO6p6fXwBmvEOY93jLxy0f9Zwn9ukeI35vtN3wztffvtMnVk7zFB4XErUtoGXxBcFUSWnnh0OId8kLc+ZJINHrGpGwKWnkE6Ys9Q2DM4Hk51OKxf+pOJ9gQde7kyNGrAzVCHBnFDg5uzE7zZYUn/2ALwUsX/hkojUZnfUJkvqbQpHPDNQf9TZPylDZjl0QYO+N8cfD1tGO/bpPyTbXwA+dN0emg8gZvU9D89AN7aJNNu4O1C/1MqEUeV/RN1fJo2/C2Ifxqax5m5g7pR4LeXqnqjoedz0avFns/FY2eM4nAXS9J37skHjHcOUU8c7Lpb3LLO3lmnL4Osrpd5HRReBTn3AeZ7y8QtwrgNCR6Q8XPkn8+h6Ysw9zIEViBZIcQr+JhVmF+BlxshXSMsbUf5WVhUDkrCmDwXX85GmOXHAIGCTS+746af+DglvzwCyWMhSSoEZlBpCZPlQmA6zCiFJCcBXg0llgPiYpxZjXFyIVYxSq5FJOWQoo3pT+PaLqy5CoJdTN1OCE8xWSumq8Z1reTCeUp3llS0o8IOKjtDJNeYrBtWFkLCdEgUS/DTMV4romqHpWeQuAsD3YCwGFKcI9IuxK56OGcBdjNCavpGT0PEDiZox8Cz9GPEkdeCqrIdyECsUpBbC2haNlYTUVR8ohOnsODmJDwCn1W+Z1I6DIqAQRQ6FEO2acgw6HTQ3WZiwgOkPdpjWJwKABnfRHKPlVsFsjuyuFMbcagCRkXKJU84NWXooJk2JpFtnXz27x1TcB9fTTFYiR4nN+wSW7ZA45ZowQCat6XQOuhVERyL4+4lrsYg3NpmeFTkKJNcGGFAMmpohwSvj6v2qfu77NUd3pF5Sm0eVx1Q3XvPd/e/ANf+EaemLSnocxoJf5NoXCEvK0j7DIpNPr25QAhuUh3qAdvSyLbqpUk+HteSMtqXyeUhWP5lCPzavDC+x/hHRPQy8PaHg8lZ8C0JxyAejfQb5wimkQnXs5fQP3+n++enltd/8k7jvKrBfeCZGZjygROhIfwa/4UUeGbk4dYEf9gQ/2c8s/9AIthWDpoWcWrBK7WmjwKMa6eGjcDMEZmyRXhpBl8fiv4gEfxBwsUp55+4GN8cjX65MTBlHHq1PTGsAp4oZ/olo2MHsy+2OYNewSTE/vKINovMD5p1g6vgSxXvW3PfFE5A3Z0fh6YIdhHZwWJvEic3KW8iEvIJgwCRRjf/6xsVvd8mfrpPfLrz8j8ZWN8awOkdNW2TP0/jP1tifKsj/vMWcxD325tsn7of9PT8rleLPZ8L3Md9DCeu2bO3du59aKDrJlY8jI6PcumYrzqHOu7ZcuAxVQC3ftG9/e2Da/K9j3EZ4t6EGdfISBPm30TAi5imjgpLCOPYqygGwBaqbMHqDiYtwaIaxk+HaaW4PJNWV1PK05igFRG3w/yyn1IOUU5g/jHCzfp42TA/F5GUUPFJXFoNipthVQOSVVDlcVR4GpfWYV4V4lYwXilMbWHMNsw/w2R36OI1tNjFFs8i2jYCNOK6TmrlNLPSzao7SU47BVRjjE4MOEXlNVh9HJRlwqwszKhi8gas6yLrdbf+2qVo2ekNH7fhIjShuZZ1vuKklv3Equ/1cWi27JWcIqKGi9P0qepWWckKZgykTIhWs4jrPlXVy6lB0rKHlTWzoxah0yR2mKWYW5Qwct3bNP/WTGCXFNh7jdgJ4SMRYpR6DcthmwDbF6b3eflNYXIDDB8pU0YKYuWG9jnIoerYvXyG7VcR/aH4E3wgOTL3lXn7rctHDZukhztq964I1nFjO+S0iZoyTFjM09Y9wGSWCg9ops2ZpHS2IJuLLs8HNkbDSyOGjelN/WxgmSrZf7u78ae15TG/8bXrcGDtgMZdBVaW6FLdxDqfrFsds4FMDTC9R50yCtkOPTmonHKsPzvUjm8svvGujhaU5KDmm6CgL7Iy4tyYMKwNw/yxCGne3D8resVbmR7bH5szv8Y7Rqe1Y69XJv5xafyZg/enw+VvNxbeHupmZOQfgnxCWDbpV7/Zkg4egX2H/Gd7809NtFeHc/gj3st1Rb9xaVy8CEwt4vWikUPppJgxIBEOrMz3bQlH9XMv18f+EPyvz3cI/7BJecsb/cI41bcB4qaII9u0yY3x/qX/8upwaDgw8BKdG8pOvk6LZzPK1+alZ1bu1+v6t0bi9Db4p6BizLY8bdePbQhn1fJph3TEqhixz49qeK+UvFdqwX9aoLzZZH/jmn+1I55YItOUvBmQQ1iZZhimhl3Cf96S9GJKz2ekV4s9n4u/DaqGdKJhf3vhHjwPT3c8lE6A0UXfdjz4Y4jasFHuHcCdk/ELRH8XItwGiKcQ/TrIvgzSL/2Cq5DoBqGfwbNlGKj5haewoBNjdmLzrRCjEeNmUd5JiJ8PKmroQhVStiCwFmJkvMIcTCuh9CJKyyCsY5gR80vicVkuJi9mhPWkvIspzsOqOgLW4kstRHoB68s+6UlU1EVYJYjWirK6qKITWTiD1zrwZh1br0R01Yj+NKXpRpfbaXX78YYxXgnjn2BgCVrIB1ZPAttNl7gU5uU8YCmqziNLDfda26I/NwprB5ymG9+0EspWWs1Db3gpZTezZWWfe6Utl6btllVNgrJdXTxgJFxzJS+vHARO/EAJleRhoBTmZ7wkl4UOHRIjDn7RzohbmKFt4pGB5NeTwwZW6JARNwhCO4qDbbFtWYxuiyOPYcXIcK4JU3vc8gGrsjePGnmIgRffV7Yh1bFBqaBN/p0zig+HO5khVfcYcfNcxMJCjgBsB4iayGnXTM7LjIfnES8xZWegu6DXxDRtjUQ3CNmVGfceHTmYDq+NBPfIie056zYV3X+mOxpZ2eyzHU0c7nG3j0SH67L9dQIkG3GsELzb09bNKZuYgAiIAREbkjBcCxOGpaFxzVcb4gmbhmjQjZj5r63SL438EefKvFf2PC4aiY5MOt9ObuFp26SJI+Lzo6nhFWY/SPtqk/1MT3vt0r8xLY6sbFNXBK83lBO7CyP+pTeH6pk10eAOc/AIwPvYz2zkJ9bpH1Xsp7uiJ6Yl8vb6PGeFurPwbF3Uv6wZwfFoW3zmDoWyTRo1zPaZaYM+yawCeKlR9dtFfUbe0y3GmHZ4fvlV386rfm7/oI00GGM+DQveJChfe9TPbcyndvmYR/7WrHphBfB70uEd/Zu9xdE95bxJM7uvwxvGxg+4/Vr2Sxfr5T4Zb++f9BDmgtNv7f2Dyy+nj0hvxQLqPjBj4MxDa88EShyO0xsNPZ+LXi32fC4eB9UuCRfeenvmZ17EZrso/cpGvPbP3jnfnvooZ2b6uYl1a5578NPvQ7SfMeFDjPoYUzph3iXMbXv4FwHKZXji1D17Gua2YEk1KmjEGM0ovhHCV9H5XIyagqX5gDwP62qIqgDJkx7wOEDLBYQnEWI+QEmE6FkPtQBx8o8riKgal1ZjvBambwV5DVRRQOTNuKYSktXj0rMEux2VXKHCBgpWI7IzTNJE5dWgphVczYeXK3FtB9J3YvpOfKMZX2iEZEWMVw6LimHVsWOh7NO27aqiRVLy8DG/uBBQVOy6jktaNwsadkbdxCl5BU23rPaYQlyClpNU8DLaPrCOKGtecc0rKHoZxQC97gbqIWndzTvxzVe8pGaIUQvPZEL8kIcQsohjexzskJvcZO8cze2YZ9yH1OA2N+IURgxAdHvGt0Nd3hM6jTKXRWV3goYjADHwj42cjJkWMbM8NjBqJB2b+M1D8O//nT4bOPyVGMxs6qKH9JiRsmviwXYg6FBFvEA6zMWc/LSPmTfL4vuitBU4MRLz2xOVIxpsoaTczLiVFLHOoIfMknE2YKFCh/Orh1Tn8sSBQXB0yFreYSLLRIsOb16j7BgmV7YnVpbnLVJqSEGB1NNGKZm93S9TTh1pJuyL0/uLjznje7vsi0X1hEkxsiX+3sz93iT6yjQ9dDQ14pS8ts//aKF+r2S/WSVPaF8/03D6d6X4oG7siD2n5c6Z2C+N6iEDOG9X/bA6/3aXPuAgvnEx+jyCL9boI3LiE474i0P5G5UMv6Lsd9Jem/nPVJKZgwWBfZofwxMN/X3b/Mf8QbJJp6yy4QNg5Ij/DUwfcfaPWqYHXPg+/395djQ0sAO88ElewJQfj2gDR5RnlqEfnVM/bqsHdhnPVxnPXNwRo2x0h/d2WzdmUOOt4JiGPmsgDR4Sv/JM9QdxE7s44HB4xjdMcI1Ph6ZewjNvrOIhM8CyiKY8LLwHfIbrvZrS89no1WLP5+JvswqTcs9CrHaYfAmTz33UrmX+IjB2apjoWOh31uEbO+XcO3Hvo7/HmO8RwWmEehphdJJzZxHgIsY5R0gdJ7fqFrfDykpYVsHABjrbQKilBKEY5UUQUSmkKAUVBVhdQKTJwFIurM+nmJkgpehnRx3stBcoukTFkKjlAbpBaRfTdNCFsyhwhpKbKV4rIjiLC84w6nmUfRfnXH58dHUnKKtHVHVE2IEknbDwNCZtBcBumNkNgO34x6/seYwybQioY+zix8O10cpOoGKj1CxA1SatuIllj7LllteDslOIXbexyx583SUoueUlL1jz8I4RdjnASISpuYD82EsvwXNNlFULiBpecdmpLjrlReNYzUKsuqnlgDodVqKoErOCYYM0vsNMbgMuA83gnHHs4CNOqt1Ow2zM6P58YE8QNAv399U+m8Z7qLQaxQEzH7OwETs77Sf6wiKTW1QJztUDFET0944pMXZ/VyfrmJXRVXHIxQkFAKdbmvCLsgiIeDg5Dxv1zcc9NLebEfOSMta+6uF46WC6YmSmjUDqkOdcZ8Emqs0qjBi5SrfCYpY79mWmXfGBUeBdIkCaOXiTdrQws3owYl3v126Mb25S9nXDIe34wcrU3iZNvzdr1lNN2/T9LbpL9+Zo7Xun5rlBMbAn/BIQPbdwftihPHcyX7vkXxrVA9vg0KKKtM6YW5uZ2RmZdMmmEqwf0rwR3+hr89yEcXZqj0renJ/c5v5J/mXf0uSondivJL5epBEUpBE2+wul4Amb/8QoeOPmvoHoE0fgG5WA456ftY28OaD1G5kzXs6Uh0fw4keO6C8dxMkgeQyVEjzAnJM7FsRPbhOfbTL7Dkl9Lva0eeiFefp5sH8qNvTjIfBCwXixyX2xK3lzxH91JJ7dpTwPEL82MAYPiCNr/K/cIM4/+wff0JTlv0y7ZsihGSJMnvDOvMFm/rBLIRpYY9A8IUZ7FsThTL2Y0vPZ6NViz+fit1E1Y5eTyw7xHfKfKx7RqY1xjtDPzcSaY6DjGLi0Tl95xzs+6kVg8qcg+yHJu4F5zTjxMjdzFyPdxtk3MLvhJtY8woaPV4HBWojVCFLKIaCKCrIIMY0x005uxceqQ5S6d+3Ee1QK7sRRVRoRZMxzBScx6ufmMWUF5tUxYQeTnWLqWkLfwoBOfL6JsVsZWT3O6iQZzTi7GRN1UFEroK6F1c0wWPary352G5E0Q8zTCLvpY59C1E6A3EA5p9BiPSSqwfJqWFl3g3U/vW1m1m3qCy9Yh2RVj6jlV7fCrFOI03BRK07WiR2oO+RFiJsNgHWElcMYBZ8w7GeXg4RWhNzCRO2gNHcojJqkSQuzaOIXDqg5C5h3KJMBTdhPQ20CbE+K7AiTByBqFWw7QZeVFTaRwhaO85Dj2hUmjmROn8xjARzbArdNbNsBUCMreCDImmfyLn4S0ux4hVBIlQnPaBb+zinl48dja/aRkFHgcSlhm+IxMCV9DMQhPHZwM06py8LB/IxIkJV2MGOe2ah9rOIZavjm8y7SiZOGmKcDW/iDwxmXjb23zw055VHvQvxQ7N7RuDfoppXhyOa0e++b4A4VW/oGWngTXJtbUtLWlqYPVr9zrE6Y1wYWdGT9ytTGKmVri7hnGLKufbm58r1z+UuJ/kuLYtKingnTR4LAQEj6PEyb0QupCsHcJnPukPoHI2dwRzYCg98E2d9YCCNG8tvNV6+kuLEj0teEsWeyoS/2X75ZJr5eJ/Sxhue2WCPrU08Wac/07GGVeMTGIa1SycbpWRl9TDE9bOb27TNmIf4EyiG6gIEdwcAB/Sl7+qlRjPeI8dtKwgaDvEUn7M3it9mjG/MDB9K3y4K+LfqIhzMcHHnjYPzBzHi6yny+CQ5ucPDLQ8OmmSlj/xvPyNjW1JiD+9LG/Mov+Mo5/bWDSAozp9CZQf/UKDTzta3/jXVm0v7jvJP1YufHAdPLj3+OT90Penp+16vFns/F78OKqjh3Td8EOdc2wXlI8OCnPwSI1+7pLjRxFSDcemdvglN3HsJ9jPFLQHMbBG/j4HWaeJshPqCTreTbCsYsw4QGNF9FmS1ktOUeOffyGxi7E6Kloam8fzRlGm6GOPXAQv3IFDevpf2KqJtT9AgT/jeF0NRxFCjHxPWIqBnTVxILtYj2NKU4DUtbMX3Du9COyNtRxllM2MKkjaC04pc0vezjEKMYYhZQYQ0V16JAE2XmY9Q0TK4GxqpeyQm80HIvtsLsRkjVDclrbnrdK+mYWS2/pu2fPfFral5uA+E2Qx/TVd7JKbqUNQev4OfmAuJ0CCiH2JCPnw8IU7aRvId97OEcm/npw1nYg8+bxMePA9umSFoFRask5SLC7kH0QBA/4MLr8qBBbvaAPp/S6pJ5PRLIzHUdUaEjic0ug32isJnrPmLYN6dDNlrqcAJ2U+JWccGgzFqU8YMl1KRCDkHc5N/98G4ynGfnyQYiDARUMYc2adEY7cIsJCpZlScGMGVUYH6g4GKVXPSCjVYwkMo2as3GyjnpYSch7J4OOgY87nGrdcq7Tw0eciOHEkgjdsr46CJpb2Fsf6ffaZlFtoeCB8Tw1tf+/SmLmriumQiavtpf+8G6Nq/TMYfVM1o95XBp/uho/GhnxLI24lzsMy5975VNQuxJC3PcxfgSY33vBAbM5NlFYMI68o+K6VHryDcaPF4ITJvnR6cJIzzxqwXay/1Xr3izf9ok/Gnh5dP9yZFd0uASZ1LHG/Fy3xjZT2zskQ369CJ/VieaNYxOmef7jFMDm/ixTeLIHvuNjzYD0wa3ODQDY2KRM8J8++MefuyAM6l//kZKnV18OWVnkzxz9E323L6wb136FOB8IxONbLD/sDX91El6YeeP2oAZC/25mT6yNDJkxJPNpJmd2fkN4pRFMHYgf+EV4hEmyQdw/MRR38xLJWXMRHy5Oj7tnP/axh7Q0b7H4Xpv+vR8Rnq12PO5+G1SzTmlmtO9hT+7BGdO8Z1j7s43+mf77G0QfxMEOiHhuzD71k+5DgD3fslNBLwLSi8jgocc92d05i5CuIZpZzHSeZTeDtOqMLGNEk6DpAYKnKUkLRSoh+hZ1+hxgHSMjdUQ1bFTWzaACRs56QIDdmHaTke9A7kQP4+IyzFdA104xWSdqOgaFV7HpFeYqBvVnQb5ZxFBC6acYsJaiN/2C2sB3rGfdxzkn0R4RQQs+1n1GD0TF6dRft3DqyHspk9VCYraQUELkxdiqgKykPFpCtBCMyAshFR5iJ6GBMdeQtEvLFilCac4buDlLLysg5y1SIoOTgaiNYPKPCKo+kgZBzVvJCedw0UXLeenpYPUkkUSsUnyh7K8mYa5hv0ums9HC5klDjNosyshn8DuFDsdoNMpcVrlmJOFWOmoSQA7gNiuML7JQYzsuAV/4qSk3JygW5E4WslbZTlo/sQtxo4I+om/d0pZxeF2l0Y8bqY1ws155b5NvtepdEGyikucdUly20Jsj5U1zZbNhISVFzGIskcS1ARARzTnESHmmgk7qDnHTMRGRA6Y3n3a4SJ/bYPn0PDRLZp9c353d2bLOujYJCwevt204O3WbyyLry2rfcGd7/3r0+sLFL2GvbMw7RTPBtZZib1ZyDgf3PrBuvGFbfELq/QHu2heP/dmd35AP/fcTnu9yHxuJ31hJP24RH2tHJ5S0Sl2DmmFOb0GfqOQv3UIx32EAeurlyvT/ft9X+wNzWipwwbSqJk9bOc887D7rJwn69TZHdobE6nfxeoLTuEgzpONqbEN2sgGB2/kPHExBgxv327OT+4D/Q7a6PbM7B5tSkLAP0aKtfk508u5PT5/d4RiZg9szX2xy34qF7yREAfXpwft0y+89AE7cdBGe66n/EHBxu/NzpjoswYOAceZksrnpYopI+fNwTzexRh3zoz6SC9h7stDxo9e8usQ5yWswi0Bzzi9V1N6Pie9Wuz5XHxsjZzZva3F987ldyb1tVNyZpt/v//jg4Xws4//EJa+g+U/o+xfgqwPAcZDlHsbYbVj5FaKcRphdKP0CzfQDox1sdkrhNQKTTdheh3mNsOMVlRUTALnYVHDSymGSZkANYpywgi+6GSilumok2S38iwO7pGPjDrwHpiTRBWZhKyCyc/CgnOEdh2WXaOC86y4E5efRiXtgLiLck9DwlZM3Ioomn5tzi2uuxXtANCEeE2EV4soTqLKIqKoIdxOgF7FqOd+/pWHd4pImqjiJKSsQCt5SJsNbZQQcToElnyUmo+dd6kLkCISECZ93NQhMWNgHNvAEyex4aOdQKJuiFV0jdcNkznP/IlFWLAJiz4gb+LnXJSaFaj6BWUn89g/GfdzAjaBx82A9niIWxn0cvzmmfWtOfm6YGeTb7YAAZvYc8CAjjiJbUVgR245BIMeQcI2D5v4NpNmdW8l6JD5g5xkQBJwCHScV3/vnIJ7bgboB/siHywPOKXw0YLLLon7FAVYW3BxkT1BfomZ1Q2lNwkxAyWyKUqYH58gB3KSs9uEqImTclLCDkb0gBPdkzoNnEML07AvODSAzgOOaZOKblLc24PW3RHn2pz76C3ifHOw+D+ZFvr86+M7OppGz9rR0E2i7026tzbdDLbLDGxMWjaHXYvf6SQTZtnMOm9UQxsSU3/QsZ6zOAOaue/FeJyS+5+YFDyXO2OaJ9qZ1DD9zQrjmVH0KsbFo6RXLvLLjVc/aKaIMuLMwRDdShg1DL9xUCZ2aIMG7vAa7eUavs/K/mJ35gsH+ws3HXdIfcIZngCnCNrJEcPUF6v/NLz69qmF82bn7ah9Es8gjTHYI+uC0dXno0tv53QzND2RZHiOP6Q+W5oecBEnjNPk/bejLvxz98wz1/zkwsu3O/TRtenBfTrLR5wyCRg7AgKXPr/OpmwMETdGno+QRxcE3wYY/SHhV0HRHyBgECV975T80fTfD7T/qftBT8/verXY87n42BoZuDPL7Hs38a8edtc3e+2f6VoH7x3iK6/6zie/Cwr+GqD+GaH9JSn+OUp/F6GeImNVmHoMT524uMd+TsnHrrknzlDamY/d9FAbPmoJkZQgZhlhtkKsjhuoePB5Gxj38KMOZtTNinlmj0yCA4vEbNahbkbAP5GAaCmUncKUuaioHhO2EuBFXFpH9e20rBpXtBBxJyg8C4EdmNfE1M3I4jEizzqlxy5iCuWUMGE+qmgi+gayWEckpwFOAyM00fl6WHj+8SSqJDjVAK/k55/4tFn/Ujq0UgyJy0Feyys58YnTfvFJiJt0CSqHjPQRNe+kHnuns+Hhmp+ShkjVwxeF/YljAwOxcNMGUX5vPmJjlK1AIyBtI6pKSFDwso6tAp+Nat/geDZ44UNpwCzb2CAY157uLD/f3yAbTDyHle7apSS3yZEFIbYis+1oNgzKoFGG7aidG4tmw9K2SWNyM7fdqoMd8BMchXYMJ2Hg7ZtUl/nHrEEWMoqde7ywU5q1AJibHTHMQauE0Opg9HDKuTWF7Uz4LDS7h5LyEdIGUs5ICdrwQesYvMXMHElCTk7QRYy6ZdCBDLJz/YfU+PYIZMC7dsZDO4TUIQ01vnSu9JkVEz7d8A6TcqAju3lEWDPsXvzBujkf2mLYlmi23Umzcv5ARtsS0beBIS3wvQToX+EN7bFGWIQJLb9PR3+rAucXaONa/niA/g+b+D8auS+35l4d0F8HgT8eEL8yEfv3+v5onCBv9L11DU2bqJO6adI2i7RD6NfgX+vmvlijfgFO9q8M4z20L1anBw4mByf/ibTS98aIH7C8Hd+l4dc4I/a+N7v/1K9nT66J+y2MN4t9swd9NM1b8t7wnIM2sccZMZFwm/iRI+KP2qkft4lPd2k/Sqbe2p9PWfAvnNP4o5EZC57qZBA3BCOr80/3ZkZ2ieMLz9+M0F4eUn80cv4QJL0MgYM28iszaWRT2HfIwLFfvurFlJ7PR68Wez4XuI+Hd8M1F+b/zUm+srBvPOTz4ORDgPXOA7wLyu9Q4D5O+YAJ/iUl/CXB/yUhehcgXHjYLT8152XmIUraLS2GKU2EceYTXiOsrn+uDlPLCKsQ5uRCxJYfqHqpNeds3kGOH3HzViBlYLv2wY0jjsK+YrWu+JzaoIft8bNjLkEQksbcYCXC7CbJXUR5/hhZMEk9CrbC7GoQbMDidljWgfWViKYCayo+TsvHzvspxwhQCisqHmknqD4NSdpBUcdPLEcJjSj/KiJsY7xClJ1ByCfQ/HGYUAtLS7CqGmQfB6Q1SHbiEpcd9FJAVrcxKyZieXfq2EY4sQxWfWN5F+nYNp0yzB3vjsT2aekjRtZCytnni2bOiR2sOmW5gCJh4xU9rIyPGfAQURvJvw+Y7aLdTeHROs24z3CYJx1mrsPMtu5znAZacJ2DbLL9+zz7Jt+yJ1nbVIQ2NMEDMWTWeTwiJSTZN8twbhUO9+rvHVNwz1eBifUFTtI0VrWyaiYhsks3HcyEjliQY9xuGjcYyY49Usgw6TW88u68Mh9+67IPhaxTJSMZ2uaZD6eR1RF0YwRbZ/td+KCfELHys2YVYhOj5nFsbzpoHN1093nMAqdh5tBA3lKQfcuzjoX5Tf3wytKAc+nxTga8W32O7WnvCmN/nehdpPk0EzYG+ZCP3wJ/AEV9G/Jhk+R7A3neQJxbZ8/sSeb3ZmbWGG8UTJyO/w8Gxp/0k8/l0y9Xx/60PvHMNPW1c/YPduLrNdoXzokR29Cb3SHSPkDeYRB3KMMmev+2tF8neKKboJr/8zw6OBGe/8aKH97q62NRn2zRv1il4bfBN9scvHnwqWewb5/zclUwss6aPHgMKKMU89s5+9unR6RJB/8f1llPD97+wzpp4JD9zED64kj6/ID0VEUYcI2OrNGerb0lGf5p/AhP0HO/Pph/buC8WJvBy+antl9Oe/gvPSP9HtGYj/oSJg0eTUzsc18YGaML5MHHv/6n7gc9Pb/rxZSez8XjmNrBjXbF4nur7N0Ru2tkXzjACyfvvUP5wQn8GqX/lOH+muL/ijL+Jca9D/LvvKKWGyy5gYJXkHby0mHSCUyvQ/huiHgZmL0O49vQaBWhZwOCgotVdpNqTlrBOZgyjcZMo5mDkdSGFNpiGo5Ea26Rza2CrKDLxHD4qKFDZuhADLtF1dDsmR+4gacvPGAT5VURfj0sLnml1aCq41eeh9TVgD4Z5pwGhec+TsfLbgbkjQDY9gq7EcEtzO/6SReRmW6MdplQ3EbFl1GwhlATCCsdopaihFpU1MWkrTC/DoN1H7fpENZsgrpfkveDDSO+apspO/EVN7nqG6y4ZtKPocTBytroJw6g7AKO/fyKHzgOsYoQN2/h5S3CwhGvsMfMuh7jy3+NWUiomWi3MWx7NOcu6cgmNDr4PidgPZT5DDRoTewxiU06gWOf5Txk2vUs67bYewA6j0DogLHv4Jpt48tBwaaZiVv+e38g+eO+KSzK0S7Vc8AsmVhZizS+P+UxMP37ZPvBfPBo9HCfdGgg+CzjJsO3dtPwlmN0yfRt/GgY3aT5DvmxTUJ0Yyiy+TrmmvNDJChMigZJCSczZmXZDpmeNZrnYMZrYx5YuJ59sXGfvb3B864Czq0R4eIPRvW4dx3v3RmPbvxPsZ3vPEsT7seMskIKyoj7tO8twPeg8MtdwcCKbGKTNeAeH9n8cf6ANnWgIBpY09b+p3oaXkt6I3z9D0usP+FZf5TTXxuIr60jb42jk17KmIXz/QH+ycFEn2Wwn0mc0UrH9vFTHh7xkN2/xJrcHJzwThCx4ScIayBJ71dR+rWcfiO1T0vAr9AntplDdvywDz9go/Wt8t4s06eG2ITt+Unzyzdrg31bk99sc0ZWmbhV2uQ2+x+2iX2HrMlt4Td66aR1eJ5FoKySRjTs0V3i1Crh+YHwqVH2wkKaFrPmh2eIK4opL6t/R/ZyjTdkFr2x/NO329+8nmC9XeA8w02/wo32RkPP56JXiz2fi99G1WjilfjdpuzWBtzukrsHgkur4uqI+YtJ+D7E/DMG/BogfYDnfnbzHxDgPihqe9hNL1CB+K0gvx5gVWO0RpDZ8M+fh0du3bRTCF/0sLI+UdrJLbmZWc9UxkTyWkZh02Bin4rs0cI7fPsew2DHW+0kt3HK76S7HHS3kxo5kKa9qlJQch2k3zoZdyHieQSshEWNgLDhEJb92maY3/FKKyH2cWCmCdGvA9TzAK0LsSphQSUo7kCKLso4D9EuYoyzOOcCBrtR1VmIWUVZFYiWCzKPMXo5JG2ERechXgHi1APSlpXc8LPqqPTYh6/YGXXr2zrEKXgoJz7WiZ90bJfUApKaT1zxi9tB9uNDlGCgjPDLKK3iZVXdoooByDq4adNczvzPub3x8C4QPuJk9shR+4zfTnc4iU4T0Wck+LY4dpvAfsixmKi+LarPwMMO5lwWjtMpD9q4jkOO7WDCY6Qj6wTUKFUM9f2dYwqOhXMdPbe4Zn3+x83gxo3s1NFsbI8U25kqrI6nVkeD5gmvYdpswvuPXgUMZNhGPzjEb+wRwwf4kJFrNTKw3b6gZThgYyIBcQrlxGFG1jsdcdDCB8SDXQK2NmowzLgtwqiRjh0BrgNZcItu05KPgGHjyoxRRz/aGQkefpfcfO3enTGtjUQ2pp0rAz7wy13xdyb+8LZywsCfPAR/cA0PeRhfWDgDC+DEATDmYMyKp9nbRBqX8C2O+Uem+NkW81sL4eXW6Jhzfgzqn7NRv/fMPjdMPXsMFhvUZ0LiaxWFap+e3qNOOCcG7aJJk2DYCTzLst/EeP1h1oSV1m+dm7W8mN+ijqywZ1bYBCuVeISfMdKGddI3VO4b0WTfyuDbZVIfODm50/fN5uTk2vzIAX1yjTN6MDkp4s9aOc/WiSRD37ScPSkCx3XgtJY3qJU+PQT+sEV9gxseWRa/MfPe7Ei/EvP/IAW/Opj5w97zrxbJfZvsSdzwtGy090mfns9IrxZ7Phd/G1Xxt5wbs/wOYl/7WZe++Z98o7/46X8Ozv0lzPl3eP6vQc4HD/MS5b1LgO8w4Cc/894/c+0X3kDMMx+thQB1WHyC8M8RTifMangoRWgm46WWA7NZ91zZR09YZ62mGYdryGWZNO8wd/Yo5jXa/v7c3uGI/4jlNwFmv8BvBDxWecolKwfoj1GjE3h9jXLbiLYSEZw7KV2foBp+DCj8U4Rd982X4elTmH0aYp+F2K0wpRqilSCgGZR2ncyOm9GCmO0gqxYWnaLMU0xy4yRe+KldaKbhAfJh/rlH2Agxm0FZ1kJp2JnVx8CB0aoBZgOab3offxJqHl7OO1mGpNmQ9DioLiGsiofRDLAaIWElwD9BZWVM0fRTqi561SdM2KV5l+jYwk7a+LCJl7IB0V1qzjZiO6K41mZ8m3PedV7AAvg3eRYXG9oio4eC5IEAO5C6zHyPhR844Kb3yA4LM7kPxnd0Ub3SODrzd04pq6PPg8bXycB8zjWL2PhRKz1qIGYOWaltYnZvrrg9EtqZ9e6Tog5W+HAub6LE7DyXS3rk4oW9gphHgZoBdJfpN7N8FjAakMeiQBqmxJyEtH0ItlPjhon0ES1q5URgTsbHzPiZISMZ3SYHNDMeBcGimNnQkQ8XJ3xrY56dyR0l8WhpOLj+Q3Lp+cHqgIlNXORQjyZpG4yZw/4JCx8f4owfcN9sMubNtEH3XL8NYFievLbgXo1TvwVJr5Zn+w+oX6zQXyyPDpgo39smn2wTHnPDk82JvhX8m5WJ18tfErYnqLtDfQFgzANSl9TTG9RhH/VZljWzMz2+SRl24J9ZJ4Ztc33LojeLwAhjiLrEnF/GT2/xJ6nsp/tv/3AwSdLIRpfob1ffjiz34faHR0DhF5ukLxYmZzcmv9idGrBOPduenNwbfvuWPSLkvRGBL7T8F1bam6O305vDRAeNHOXN7hMnqMBXIurzNfzXB69e7rOmDrmTxj9Rj3DPZL2Y0vPZ6NViz+ficVDt4nBJ0reXO9T3Pu61Z/7eS3gXZn4IcX+CwV8S3F8jwr+ESPUg48zHOY/Mv0dY9x7qX4OUB4x7ESLUvDMlJ6UMs8thSjFObYaZdWisZSOe+mbKdn7NxywGZ469LMgxsWUnmm2ERePM/gFzZws42hv37lO9B5TQDs1hm3XZWZCVhXhlrdB4M8g4dVDPTMIuvNaGNGcwoxtilVB1M6o489IuvfTzALPjV597JS2/rO7kVYOUY1haDoItP6dt+ZiTCu75FjxTiTCvMOJFgHodoF2GhG1sruWTNTDeVRSsBxUfdzE5JGddvLJfchxkFLzAiYtRNABlC6Xm5xZDrIJLUY3yKiFWxclo28RNl6Th1+b8uhKsrrmFx35y0iVOQvKUVZqzq7L73LhRkN6dz1umw6a59C7Nu0ONaWeQQ3Jij4EeUbEFKWwQRNfEuV1dzij02JWbB3zYIgzvcaJb/KgGtCyqQqNiHO7vftwUFm7VPuJxE9MOIGoThhz0rJnpO5LkvEDMxUkfUiO26ZKNWfaomgFByszJW0QRMyts5UcgEuoV+0wg7BQgJhHqVsMhcTLEhf2siI0T9RITDipq5uaOyFUrKwQxcgFm0sOI2h+T3ASyPe9dnPFuE1z8WUhNcS/OmjQ0kWjSCI7HZG+SS+PQwtt13YyBxDqapB6+nTaShhx4olFDsQnJKjrRPTtul88s0me9P5APX/ZJXk8wSYNbM1/ryc81U/0gc/JwpF8EPNsYeiJi9Cnwo5RpvKBvRtBHUw6OKeef2BjDFvm8mMZcpL5Gqa8P8PhDCkmAf7LEeWLlPXHz+tcXxySiPgH4hDI3vAWM7PPfbrD7A/QRD4+6qSFpRKMqPF4zPLAi+nGR2T8omhVyZiiPK9TxXdqIa/qFiUnYnPpRN/lsk/58i/bCTnjpezK2RJ3yM8dgEt5J+ErG/2qJOLQ/ircRJzeIM7tkwlL/yGNMkfZiSs9no1eLPZ+Lv42q3RVc5YBw7ph/Z+feO/i/+Dg/u8EPEO/XKO3n6NBdhHKFMB7C/PdR/n2QdR+dvY+SrlO009RMwT+UgGZLLnwhPFOEybnAcMs11/GMtJwfv8kvBQEnUfYxPBGz8Jwm1s4+/sg4sXNEce0zvdsTsFkQMZIDlim/+SVmfw1ZxHknq+wTnvqkx3viCyP32r12hUhuYH4Hlp5Els/QpXtMeB0i3Hw8TP5iy6ltuTUVm+zYJSkHxRX/Y0yhnToIp05Cxz3a8k6ewUOtCOUSwV9FZKdp1TWqaGSktxivnRJ2YFnTzivagLxPmPOocg5Z0sSObzKTa+LyIS/rZ1X9gqyVWnBTTjBizi4sGIUNt6bk/fgG0ImHV3cRs156zq3MGMFju7hqETUc8sIRpXo0WziYPbaBUQM/a6ckjEO57bch06uYjo3sgRbLsvVIGt1byByowxbAsAca9wXIoRxZZWLLosCieHuVuvz3DikfD++Gc0yEbEDOIytZpcc2RsLIrG+AcY8o6hBE7eyIg1R089uwuB4Ejr20jIeWtjAy1pmkhxaChGabxGkBwl5x1EU8gdgFD/7ErDhxyI9hDmbkoSZGwcbKm2kF68uYYRJxzMAHc5hhzH702mubcB+MQVtvA/ofDlfIO7qRXXDCoH4dlNHDGurh3vyinrADMg8Y3H3KtG14Yo0/b5Lj1aKhDc6gmfZ8ifKDjM1aHBkzjhCXh8f3hl/qJp8bRr5WU4fXpghaxuvFmSd6zutF4oCGO8IfnFF9P3VEmDuaGhYxvthhPVkewu+S5zbwozbeiAnAbxInl+aeCCae7c33G5nDR5o3G9qBHxn9Cu7LXWrfPvfHQ95AgPPUIyUcLY5qRbMUPJXCZO2NTK9Q5tSEeQqDNcYbWRQQtvgvrLwRg+CFQDqwPvh0i/CHddof9ke/MhL+sPfyjYk14ccPbb396oj01T6V4idMQ18OegijJsofadPPHKSPf41P3Q96en7Xq8Wez8XH1gji4KXvEibqGURpO1g3NuAniPkBIv7sePXe1/fO+/Wde+4WYv0Zln4IcN9Bc3du/HVk/izKvYhRaoGhrOF11cdoucZqMO0EJTRD/C5EPQm8ypnoCd8MFCdnEGraMb9nY4WdeLf5FWqmhkw0ZE+UsAAhHw+1E1H7t3HX68gRMeiSlELMSkBbtiku7ILrkPQhqHmICroxcRXauEIWHvy82xD7KjJfg4Qtu+DUJe48TlA//cyiaUPctpnd8NHO/TNXvrmHMK0ZHe+EKG2U1k0IzhNgO6W5ivA7cfkFNnMOs07d4lMLmHNJc65l1KNB7LL8Pi9n4BcPpWWPsO0XVCySDDx3DIkqPlEpChZ8khzEioQYFQ/l2Mo69lJLZn7zUPLxWPs2oBbmZI+EjX1WY5uR2QWzB0LMxsoZxvK7rzHNmH/jNbIPHphIykMFtCh5HN6IheXYnnWauIEDvmdd7dEIDCalUcfGCf7uMWUUt72Ji5mpFRMj72XmjGPpfULOwEn6AYcXDHsFEQREUF4mxK5gs0loNhkgxf0TeTsz7WIiTl7IJvSbpJiZnfJwam5G/oB8YpQU3Oocwgm7ORYr+xACsl5i0DwJW55Cpqeug2l075XLNvcYRFxmwKaf31md3tcQl3VjWytfroGvlCrKlpq1tiZcUPEcgNLLUHrnJEEOw8QcXlMOKRSvtax/3CF9pSK8Yb/84XB4dodBNRJmtwlvDoeebA9+vfF2SEiYk48PyWcnl/qndkD8Iu37VXLfzmSffX7YDvTrJf0LtDfr5CcbU6/15Cc70i9WeX37vJHN6SeKuSeK6RHzxKCVP3vEe7kN9O0PDlimn9opo0v4l2bKwBFtQKv8cYHW/4ZCI89M7c0NmCf6VC/myMCYYGJkg/92f37kiPnNinhkA5zeZ01ZOYNb9KebhEHL1Fd7tH/YZ47s8futNJyB99zJnd6nT/snv4L+9E1gHhdmP3NycTsjvdHQ87no1WLP5+JxTh3hcMfg6/Y+IeuYqHjnmjZuN8i7CxPbwZF7aOKdY+QnE/UvBsEvQeY9NPOT6fkH3x+vsYHz2GNMAZqBl2kHI2XgdMLCBszNRpmtY/F5Un8V5JRt/LR9IoGxyvDb4u4UamVEHISIneDzUGJuGWrhRiGOL/gqZR0rWp81PPRsZCGMSvIJfS2sq3l0XS/93Lp5g8rfY/KLtKAd0X+A+fce4s+w8gqZ6YbwTb/y14joXYZ5EaOdxUm/ImAzRauE6OWo5DogfZ9gX6aIjTzjIiX6c5n5cKy4SzLuEfU1rLxIii5g1r1XdunSNGzcekCVhxU5J7fhVZe25fU1Xt0yd+kjn0OkiltQtYKnAd21T96CwKBBHHOAYYc+45S7/cRSmF+DFMWAMBEGoj4Ac0iO9UB+gwobJtGN2eDudHqNGJVNQuv97u1J79YPlg26Ufhqa1Xg2Jq0G2e96wz3Dj20obTr1dvLq0ZQ5VWxcLjxTxBT9kfShulCgFd1s1OW+ZSVmDGTEgjgCAGhsAjCBBmMg4b5KS8lGRIgQV7UT0fcwphDGDZzQgZh1CpATIyCXZJ3CPJGGXIoT9lVaViQ9gr9Pq4bpka8nJTnTcw97nfhIzZK1sGLGDk2K+DUsw83yFY17WiBalyeUKwMLSxNyCRExSJvV6WwsFVm8gYsXnbI1E4QdKjHdxaHFQt4qZKlEjwTk6Z2iF9tkX7cF46pRSN61pdvCF+tf/96hfEVVTCxQhtYoOAPx4dMU0+sgtd26otDwpCVMXpIntniv97kvDQQJg5powuPYUX1ZIn8evvHccUEXk19coR/Zh4ccA0+sxH6jtgDR4MvD/Ej+5R+E23SNE1YpuDX2C/oc5OLL37cZv1omOhzzzzblfyo4g6sA88s/L5d4IvF2acLlOcqyvzSBEtBJChY+I3JWedo/z4BvwO82lUQDPTnZvbXG6LnO+yvVqf+aHv93aH2pZzw/Q73Ga4XU3o+G71a7Plc4H77XtbiFC5NfF2xPYstEc72eV0vs+mdv/AQLwKU+wDx1sBr2OfPofk68sP7g6/voS878GQtwGv4gKKH4LBM5zyqql1x6QSz0bFoRnlzLO0g21dWTSEMxtIz+eDrxsEzeGUibX12HHhmDk5ao6wYosvAcyf+V/XdiQs3+11m8yK928xvNsKaC1h36Re88+tPfbp76+YDKriIgTfRxb/kVP8SIbwPaP8NJdzGwH/LLv9aXfzXivi2PPdvCeD/dkz6XxDxbUp7k1i6Q1R/TSn/esL+cML7a2fp/95a/H90yX/OiB+y9G5S10lLLiKsCgS27eJClFcNLnz8rJBXW/DJSh5FfpGHHI2VQ7iKBV8wjRf3RBc7tGs/5WaNU1yTQxZlxqGMe0WRGCuW+LYB89JBssvzNOKcT+k5ORkf2Zx37o24jF9FlqYDGmZo9bVXM7K9OWVQ8ozkqX0B7WCZJF15aVztN8n7HaqJTcLYIajH0QReOpARju//vUMKDsd6jtuZ8TuZAT856uLmjliog1w1MfIBOuwG8wFSLsAuIcISxE3ClDjEL0CCpJ+R9IhDLp7PRkWtPGRXlLRzfQ5a0StKOugxuyxm4iacgrRLGvHx/SFpycsp7ZHSFjx6QIgaKTkTCzaJApvTdiPBvUaz7VFdK+T9haFt3ci69LVATZKppvblolWK3sXZdGnWXTodrJE71PPWpWGlSryiYS8SWSL+pGoWf0j5k4iKXwO+FAieyyYn1rlf7aq/P9J+6VK8NlJ/3P/+iW32tZXyo4c1sycYWeQzTFzCoey1dfK1hzpq5pJk3BmefnSN+0ZMmdcBg1vcgQ1Gn2cE5xx8vGHfIX1KPzvzhtm/TxqGqCMOCsM0RKPRZvbxQ/aJWcP0gHHwmYEysE59sSjp26G+MEifromeLQNPF/F/WGSPiPAEPYEwSp/aplIMhJEd0cSmhumQz3rBKQv/xaHy+Z74KwP/j6ua79Z0f1QpP2YUXO9Nn57PRq8Wez4XfxtVJtxUYRWHaicuzax3LsadZ/bawGw7R+/MkjOz9Mwq6lim26Efbr1f3gd+uPa8qURmT3z8mkNY8uFSYVIyoKxHN0vuzYiPl8nOnmCqq5CqC29dwR8/oVr0PU0sjIf3porWVwXjU8j51OYHA27VsU9x7OAWrcoSAl4mNq9zG00/7dzNbe1PXNk4752DbctKx8/sOjg1L/02uvFrmncVB2+yqrM49ecs493J2l9O+A8F0TtY+B4R/7cw7ZeQ9CdMdJZb7ib17xMLf07p3ufFf85p/1uL+98a7F/b8w9ZZbekeJeRnIWBtpNa8hJrYWI9ANYgTtaHLyZk1chYxk0th+mpYF/Og8tvfHNh++bU/s2Ntf+9G2x5ZUhiuZMBK6iqHOfc5mm3fnrL9TxnxDktQIL9ZUI1ntwYOzh66lsjxlWzpVVGSj2N7g8ZN8SzauUcCVyXkRY3qcsL39i2B12ab7f2+o1q2q7wtUzEdelwNQXBJfy7x5TR52ELa9/HgfyCBExDXMyC72XRN3ji4JQD1JKTXnGDtYCi7AMRDy/q4eUdYMHNxHy8UEBw6J9xOQDYDEYsAr9F6HHSIpAk6maEXAzUOgV7RbCXnfCyi1b+8d5EenPMezDhOpoJ2UiuHcbREdO3M23bpVpXKIaFt0btl2uKL1eBKa2EoBeSD9lkC4G2JVRAah6qFUcXwJiefqhi7i+SbTL2jrT/iDS5yf6HnbGBtYk3C8Lv9cAAn/Rmj/H6ABwwqAcQ2XOD7HsZ6ft1/I8G4aRJMLDKnJTJiKuymXVOv438xMzss1CJWgZ+AJijMia32IO7EuIuc8o1O2bHv/ZMPvNM4k1M+gKVJpvC73AHIxN9vinKwsTY1mD/3tCMnzzmp77Rz+N3OAS9ZlQoGFxnvlgXPV8Vv1ij/rg290zIf7o9P7UyN2LkD25y5l3MASVIt0pf2GSz5uERO//5unJ8UzJtBr86IH9jXnhhGMCp+l/1YkrP56NXiz2fi98m1dQhnhhZEdZc1DMr5T02dYVya+jQHcR9CMv+DOnuYfUDMncefdOO0i68tHZ4/irBuA2qzpOqRoRfTs1e5fnHqc1aeCmXUuX95Kb3q5hPdu5eaEeWM5DEus/ybU9r1xkW5UBi/a1NxzTuUSNbUuyImzdxYw4QC4nKkKrqkFcgVsbKjtpYlS3WpUl66qOfwqp6UFHAtHVEfp3Snybk7ZTyJsa/iYh/zi11j/mXFdF9TndTXPglt/QQV98U1d2yvJ7RXSWX7zH5n5PM91n+/5zm/svp+Ica47bBucoBNyliB6aHP+7ny6j5pjswo+r/qhHkd1PCO5j4k3PyXWzmXWr8Mvynh+Twu+CfHoL9tzD/J6/yFj16n917yFjeR3Zuktp3BerPGP0hzG66FfktRXaRV1YOVQ+pJYvAuwtk9gRFLXC8Sokvc8V7C4BsAViRE5dmNx3DS/bBIwtDb6dqrVy1YW7HQFx24A6EhMou7QBH+DunFBcLV90ZqdmoWa+g6peeeIlJeDRpohVcvKQRaHuIpQPxsZdfcApSDgrsVubsoqSPlLWDDvv8po2ybx3ybVFjRpp1R3xwwDm0iAIuENljBQ1g1AJEjcy4lVxc5qQ0c/DRrG93wGnuO9h/pVilba8Rd7amDtQz24tTlrXJnaU+p+KVTvJ6gULWsSf3KPMH2vkjOdm6PuFYpiM6vlWr35VylkVkl/aNTfJiWTy6z3hqnOnfnniuY3whJb/WMb48AL63c360KYfDixNbK99Lgeda0YBc/sSgHFoABpaFeDlrYos0sEQa8Ar7LMLRvakR7exroP8JFRw44PQbBfgN0oiR2295O3A4+YWDMHMwP7gvGDbMvIGpAz7W+CF+cn1wxCgc9WjwPtGkh0q2i5gmAWGbN3iEf+Ngfb1PfW4berY0N6CjDaxT5m3To0vAiI81vTcxuy+kuAGqkzNvZFI3gBE9f2yVNb7FGVymTaqHxjYoHByudxTans9IL6b0fC7+Nqu2uMySe/7iiPXOzXzn4XajnGZYeZEg/xIA7xH9XRi8QEjtIPksJGr5pZcBwnsYuMvzbzIrjZOF8yJ4UwKu8mA1vltPyFpJUdFPy0OvixizHgSREH/Hwl84JOnXifvLzx1HIx4jMX5ATiyNxyXzsSNSysHyB4l5By0dBPLBmXxkPubhxPakTQO5si85h1gVn6TuV59GNE1YdBFR3uWF7+MTH1Kif4kuPRRU74qKXxorHyp7P9dWfiquXpckZ1XNZXbnJrP2K7rwS5b47xnlu7z6XVl0XZ+9r0w9lCc+ZMSXWUIlyW6imuu06jTMaSLMTkhxE1v8OcJ5CA/8lB2/zszeZyVXadkHjH7m5zZDxOsIeG1n3/nW/hU9uHVv3gT4V9G5s+jyBbJ45dktO9ZLe8TC1mTNxsw4mEG3KGzlYSZFgsdPbiwZNteOtjaP1peW7MDG7si+acZg0+m2lQvmVeOR1uZnSjzfeSAcIiRssP7OKQXnGsVVV3An2/j6Du/Yps7b+DE3JWAVuHZ5QY+4cEBqucGqh3/iJB9D/LxbkHNwUkYWssaHd/gbR5OHmyTT5rxvX2A6ZAB7LL+DChsB+EAQXVVgFqnXxUQd1LgZCC7zsE0CvDPp1r827A0JFGTZ2jxxdUgqmVkVTzu1+IBqys4ZOQIm5NJXUskYVza8skiRr89squdM6sktrcgIypYEim3xDzbWV/vEUTlhYmF4dJfwvZE6uUn9gUcflHKHzMI/2tnfm1lDVsXYrmZmR/18C/jySDdkBl/5JazFyRHd5KhmdmaX/+OO6rWL+8b8Yx//TT9/9o1sekSlHDDQ+rc1A1o6XjUxuPef+9bGnzkoA/b5kSPyG+uPAwfA1D6Bus+aX9UCa8tko5CwA8x5iFMuwnPn4JhvfszMeWEZfKqY69saeQWw8OtD5DXhqIH24xaPa2TTVxSAHWA4FbQdBcUhe65WP1fiZ3co31BfvaaMU9kD85R+Iq73akrPZ6NXiz2fi7/NKv0ergq9vkDw7xzEnwLCbnDxFpG/j4reY/yHkPg8LOoi86cI8xqVX4XEF0HxLcZ/hymviqrbvPqyqHo4mWnnl6op9UlxuZLjncZHSglGIzxVjdMDiOTQr5KapTqzUH00b3FQIAs/ZKBiuwPIKhNdGQjbCSnneMoBNDycYojRRISVgLhg1xdN8qZPVA8oO0H5OSa5j3GuU/y7DOOX3NDPJ7RfsuK/5pf+mtD8XNH+Ut247+w9VPYeCus3Jf1ddvmhuPM+v/khK/7Xguh9VvY+q+vml65OiA8V8H1t4dfa6i+Fhduk7Catu4lquzFBxcurBcDLDHgdEd3G8KcF+nVEeotp7pILHVh9bpWex9RdmHEBc259ixeug65z5fyQUbIuJ136EnrQtG43nOtnLn3Lyq0cyEsOMG4R+71axK5JG2WxA7nfrPXuLlrd6jUz4dD5at9ENLn4q0d6x8FCeEnt3AVsbvzBxvc+4+DfO6T8JraPOzbjjvXs6q44sqhObwvDayJ4Q7m4wigYuRUDp+QXFENAFWLUECDnJQUO2OiqxHLAtm2PHiwNbSho6zuk1SOWbWvcvgNEd5ihFWl0Vx7dk5rsgsMAw2/nuPdmQx/X36JbI0YtYVM5q5SOmVa+40tfL2uG3Jq3ZkWfgUbQ8Kcl2mmFBL+pm9tcntGs0jdXuPuCiR3wh105c40/s704Yua93CS+WcWP7FJxO8N4CzC4y5nhUeclzIFV8ff7+C9WSH/cIU/LZD+aJa+PxE+CzK9jClaAMXtIomn+cWQNN7JKmnBSntne9u/PvpYS3/Dnia+l5E0ufk/25oA/ogfGtn4k8sf7gKn+DeawhTauJMxuAm/0/MkdYMInYVjUY6vaWSl3DCDh14Dnvr7nC8PTO6zxA/Gsau7Z/vRTM2Vgf+hH/dyP2zPPF5kje3jqKpeuEMxuUaa3qVMOYGpPMrXCp8iA2fW5WSXph7WpZ4e0ORFuohdTej4fvVrs+Vx8HFNMnGHxu3Tov154vr3wj1xCnPcI/x6T/pRg/oRRHkKsW5RxFaVfJxg3Uel1FLiJUK8w7UVMe5FQd/OyyxxwneF2M7RaZjmTElSznHpUXQuBVZhTgukYzNm0Krb2RcpN/voWdXOT4FhnHu3Pu80k8wHHbmVGnYOYjVrZJpzY+RWHpBYE696FakBcDAkaAdk5snSO6G8T0oe04P6Y9VOO9dcS/18L/F8zin/PLv9LUv8vuYW/lNff1zYfSvvX+Y2H7Op9avEhvvL+RPOXKvjnKvPXgvp9ZuVdeuUht3Bf1j20Vv9S2/hLafF9TPWArt7H5e2w9jgINjBpC1FeR2TnmOYqrb0KL38ILV0nFs5hRT283PaIugneZUT4mFpa0FrDDLZ2ZPnD1bzvoAgtnphXGpaltnuvYd2oW6V1syJtBTJWFezQR45kiFnit8qCuwKbCfDbGa6dWY9jHrEqgmamd0/7OM59WwrLtjhklhmWSSDwd08qCzic57nd95/jtrfhDVpilZnc4eWOwPguI2ESZvZmqw5iwcE59rOrfk4F5ZxAkohD6NtQe3ZBzfbUompUsjq7v8t0GPDunRn31o+u3Tnz3lBoj4ruUW3bzEMDyWUkh7aB6AE9apuDN/Hu9YkDcDq48Nq32OfamdtdH7BsvzWvDRmldIWWpgVndjVku2LEtUjYW2EeyYV2kLQpfqYFfzhYnNetzy+qxnb487ucaQM4ssX6RxNzXs+ZXecQSSS8hPtcQv5y47vp7cHnu/SJffJXppkvfG+eIBNPbHSy5LtR3nczK/84q/lnov77IdvssO6fX2pmiZTZOSmJRpGN7E72LTOfyQkz+7R5HYu4TBlZJPRvjk8sE0aE4KAUHDji4j2iMUg/cqB4tkYb2eWOmUZ/dAy+MA8PAkKSXjCho0xpeaNWwo9rhBe7gwNrzH8wDj3fohJ91BcO4PlW33Mn9YWTNmZhjQM8sgFPslNnfcypiOhPmHTCNjUo6r3p0/PZ6MWUns/F45zS474LLo60jvgd3+yNa+YWpj6EwA8I/6c48BOC/ynEfo8w3sHsdlh5hYjPQrzzJO0UFbVRTTcuvUwz351wHjKse4zSjFGLsLiAisuIIgcvpvzclJ9ttfFXjQr9BrixyVtfnzEezuytTFhMpH0jw7yvsttEIQ83Y+Ec28hFJyXtFpRC0lqAX0L5rRinFZVcwZqbhOo+CfyS4XxI8z7k1f+ak/6lAP6aVfy1qP/X8uJfCvp/qyz9pbzxkN68S69fJxZvI8rr6MJdUfNTXf5LTfmQ491nJPdp5W1adl9Uvq/qPlTU73ILt4nlK0R1D+s6qLwBy8qw/hLRdGHddUTSjShuwqpbv/YaWbjEFhp+VQUFT/2P/wOUjkfaMPNPrfimkd6wLdRdurpfU7Xw6mZd3bZ74lgqHaxUveCxRZ48EidtGtgstxl1QbvIbxL6TRLIpEFMMt+hIGJhYUYycsjy77PtZtB2oPLvcBZMZNzf//WU0efg/syWdT6kGc5tk3Nr80Ub6dhFytko6BE166BEDbzMIS1vn3tcLLmlFUhcPgQTG2zPJk+1PitQ9S0vkbR7NPcq2a7GW7eIe3uvd1aGnLtT6OqMa528tzFnPgICq9KQAUTMwtAhx6wnr+6M7S++9i/T9hfw29ukwFa/+3DMvUuxLtJkqlfLiu/21qdMCyNLfPIym7FB+W5Z8qVR8XZbRt1d+n+y997NbaN5vq/ew3q2ZnzumWl7PLO2JTlIsgIlBjHnDJIgwZxzzgEAAYIkmDMlKkfn2O525+6ZnT1n694XddWz+xp6/Yc+xUKxRBYISb96vh8+eALfZ2LbZFy3TZ2xrJn0nLibknSz4zZa1HjfpPnCJWOVtqRpmtTPpbhkS37JjZL0flz8IClkmcRiF5ceWOFzb2pST8RZ/mpJz0rQN3P36aCckt5eTApvZNdu5Z4sFuXyPCAMCRnpbYp5ZcWsW4k5Niz2xZB2uezkZvTLKfsiIqfkFhk52jJ2fz5Jo+QF1KJlOyFeDmrXQtCTkobi1/whraVkFFTMSBtY+Q3No4JoAZfcJgEKwqMQAL/OEOLb/NIWvSb9fVo+p19kz133plzz2XBdi9d8Lly1jPLluZaWt48ov28q3g02vu2KfhhZ/t43/20K/Htf/bcp95ee8kNT+aFneNH1vJ1q343V70bKtwPwfU/x6Vj04xn006Hx67HmxVh7OtAcjXSHE8+s75o1tcOCgciYI2lLIKE3ZhWxojKfFZRQRSavrOTN9ay+XQT6ZXAXs+zh/L22dKcnP+vKn3XVL0fS12PbV1Pr+7H9447m0676+4H6+5H9x13fj0e+vx/b/3Zi/I9npn+cGf/fS9f/d+n/z3Pn3068P8y8305NX490X08tP+xFfjyKfXcQeT/0ftiB3o8tH3ZNX+55vt63frvrfL/reD32fD32fb1z9X7ru5Ht48jzYRT4uuP6MPR/6Ju+ahq/6kJfd51fj+zv+sZXDfBFW/uqpH1B6N+WgRd1/gtS8AID3+KyFyTwDNM/q1svyfhx3X9Qt+9X7Adl9awE7RahHczUK3n6RUc/b0LS9mY50IaNDUw7xnTjGovAhXBeh5bBbto2SOtDxS9+XRP2N9eUYFoEB7b6CckeRDlOCw6r7IM2dQ8TIxURARvIsmwUU+7Cq7My47gpfI6CexX+XopPFuXpNC/jFfoz6niSkwtvVEL8RFRUSNM8ASruXGo6N8kIvZKVVgtQJWmtO43FrKwYMCW8gmhiIx4XxAOUpIVT8t3LJreqhT/VMtxEnBExrQVcS5Eg2+2QuNiUkmLNCc1FzffihpWsiWmBeBHdqtchLEK8QkCCBh7nvYxwmBr3/jkq/8KpvJEVbiByoCjgB9dkKdZm+Mo/5Ms5OS8vZMSE8qSMHqLRfPcEsRU+bFvKWxcxGyXDWvIv3tDIbvkZczDnVpx6C1GswBp6Xk6LyheNQrZLsRJXs7OqVY9so7TNy2g34ypGgSutscHMGjfIE2aecDMyLqJayAO3vcByXk+Jgmt5aDml/EPYTMlr2Zh1rWyR8JSrcc02rhSQRnZHJq2qmZl1bmLxTvHqq4L20fUQ2ms+K6415ZrPhf+KKr919VVW/lWb99No86up4ueR8W8z8993jf8Yqf9xFfkD8FNb/n4AfT0xfzm0fDsxftM3fDkxfbWn/3Cq/+4C+u7Q+n6qejE0XYzAw6F+Z+IZDpyDmqOLQvWcppDTRNL6QAFKwCBCGHIZdSSjTeaAdkLTrmgnZcuQ8B+T5v2O9qwLPBvIXvXFr1uGj1caseP5emJ/v2P6agp+3dd8u2P6uO/8ad/145Hr7xeW/3Om/o8T8B9H0H+eev7vkfk/jg0/n5h/njk+7am+GUPfj1zfz7xf9oNvps43I+jDUPdhbH81Mb/a976bOF/1fK+G3ncD+1dD6N3Q8L4Lvh9ZvhpZPw7sHwbBjyP/lx3r13Xzp5b1Y9/5tul40fS8JIzP6vY3feuHGvSiqXnbtr8iHS9Jw9su52mTckyYZg3tfhWalNUTgr+TV+wEdLsF1bQIDAvQGNU0M2qs4G3C7mYRHMfsvRxUxxQoChZwZREBxiF9LwjYc+tz/N/aUoKKuUF6oYuwB86VvYxylGV2SO6kzqsSrHJZRtTXurCiVqCSBe6gKD4o8g8R1aQgbiaESEqbKrCzMSkeFOfj3Lp3A3YJkbgyH6JlrTTMLcY9VG+WjqFKvAQ045Z8fBtJAYWoGPGJPS5BPrJciDMQ23o8IMxZZYEENxZeL/q3Y4HbmO1RyqPwWXlhgJtU3svovzDp/5zlL3PU3ICa7dJuhQzbYQuHtFAJJxdxL6fsFJ/1MaD6Vz/7i5huuWRk+w2i2BY3uSD0SSkuGj/K2s7LmGE22y+nZMV3nBxhUPgkKV/KuhYTAMXN2fQJeMDG7yHRhlf01wjtVoRzKy1ll8VrBbsoauEGNDzMtJ7U8jDgRoTNQNeWXer5FBssbOsKbL5fsq0WCWL0J3EjJa5YS2olLoUwCgjT2uWcbbkCUBGDsM6R5DX8gHjbzVkpiHlN7TZqZ6JatkX8KL6xlgPmQsCcQHJlKtfRcM3nwnUtXvO58GtS8e/lbJT9HO+7Bv9Dm/XjePPnXdPf9xR/24P+MdX/PDb+1NV9Tco/jXjfjHTf9IzfTfTfTcxf7dq+27N+OtV+e2T87gB8u2N4PrRctnVnPcOsbR9VHQPM0CmApQq/gCojWX0GNcK4I0foEqhSG932RHjVIq+HyPpNw6RuOWiYztvAaVt1QYpfNJSvm7q3Hc/HHehdH3o/Vr7tgd9OoG+nhu/3LT9MzT/t+P5x4vs/F6Z/P4b+fgr9bd/1jx3oPw6h/3vm+Nup85dj8IeZ/peR/Mee8pup/suB6W0feNcH3/ehNxP767Hzwzj6uu1+M7J9HDo+TqUfOpr3bePbvvbrjvJDW/BNH/rQtX2o27+qmb+qa9737a9b7leE81Ur8Hrg+DDzvx963ned70eud93Qu671XV/6oi3ZJzQ7mGMI28ZF8yRt2E/J9vPmKao4ImS7qHY3qxkUnb24p551jiLQKAB0kwCR0+XLxmRWg+fkeESdCZrnApw5/vxvrynHWVYX1e+hhr28YL8qP8LEA2LrqMjtIMwpKnuGM3YK/HZJ0s7JyLS6j6gaBdnQpcUjlrjfiLlENSfQdNIJt4DISIp+ARJ/jFslNR0Q8ajKOWElx+qFxI0ot58WF+C75awKiTNTPlbIwy7F1zM+XsQvNAcUAYcq55OEgrSGc6kUWisFZaWAwumSFUw8t34jC94vW6gFQBIGxQkt3eNcy/DosIJH2jcIkBL0rNid95XqGwn2lUbcd4IbdslyRMDLCLf9CoVTzcqq6EXNEiJYyK/ez2+tR2hrdrmoql1o8OdTmvUETeZhyCIsHmfloY+x4ZbdiHHm0cWHJSmrpOHEALVDxXDxWRHzY4t4o8jeCou2shJWVCTzi8EAm+7hchy8LZ2M5Vf8W8UjrmmlGbkiJpOGjFIC2C5AAoTCz6u3Ya2QJ14NLt4ucFZQzUPUuF00PSCV1Ap/qyz6awi4888tfa6j4ZrPhetavOZzYe7XEbRzuG5rH6W9qvG+7iu/H6l+PhT//cD0j0Pw77u2nyeWH3rGHyb2T1Pw08jwaQR+OzN/2jF+s2v94cD0zZHm60P9pwPH633TycBwMdSedMzHrcio6uvB3joMlRFdrGIoFe0YYsdT1kzJ7ApxAPd2LKmu5cBe1dZt6MYd1VFLcN6Qn5LcU1L2ok57Xde/Htne9K1f9uVv2sA3bc3XffDHqfXrmeW7sfG7Pc9Ph96/H7h+OTR/vw/9sKv5sWv59wPF30+gf5y5fjry/DRR/jQGvhuwfhzqvxkqP41k7xqqbwbQ+w7wzcD1VdfzoWN70zV83dN83YU+DcAvO8b3LdO7pvJt6+GrvuBNw/Si4f2SdHzdVn8c6l+19a9a1veE8W3b83Fse98KvWl7313pS836Ene8ISzPEOkpYjoqmE7KzlnBf5BxH8Kufcw6bWgPm4oDTHtUsh/kTNOsYzcNTFOcg5x8t6SqwXasaEgV1bG0rBJTRX0aekD1GzvKFcTcwmvYdo7691H7WdMwQ1SzqvIpzjgpsaYlxi7Km6VkZ+m1QZLfj8rKCXk6pS/mBT0vv+rTkQ5t2cFvQ/SRW94MyeNBcTzJJX1cWL+NQsqYWZJKsbAkA4s9aEXYvewWXtRkCpRKkZsLM/POjbRLkrLzook1l4sRCypxr5RwUCvue3X/Gh4SEnFO08nLuUQpOR/z8Gq25SbEz+mZaWAxYWPk5U8Q6WZNuYqp52rS+y7JvyZY9+F7C0XaQmF12SxYytDmI0KRUieL6lQFgNU0bGJbS8jNP0dWlqMsWpzLJtj0noCCbLABlqxIkwUWNpz32IBgschYjNDuwCsbpbX5rEAQpGpMc9sm6jzEno9RbwQ2lqtcSl24iLNZOZHQwRN6qEKznOPYXvXr+E3TWhsSYiqOy6rJOjQhlzCo2EzZVtICSsJITdK24/NbJe4qolioaLbq4tX+/FbLwMQ3191/uafbuHOtKdd8PlzX4jWfC1cto3vu3thIeYZx3/YN39UtP1+ZykT5wy79l137D4eO7yfOHyeWn3b8P0y8P4xMP3Z9P0z0389M302NP+1D3x1Jvp7YPu1YXwxsZ13gsiV/0YMuGo4J4WyiUD4DBVAwjgJhXFtD5WTRkIjLY3GWNybKZw0dxN4iHM2mptvi7zc4x5UrUxGdt0Wv2ox3DdEr0v2uD77tGr4far8aWr/dsbzdt70b+j7sGr4am7/dd30amb/r2z/tgD/sW7+biH/eE//HqeI/jr1/P3T8MrP+tKv9dmL5buL5fmr+NNB8HMo+tA2fBoavuqZPY+/btupVV3hlGO96mi+Hqq9Hto9t1fuy/FVT/LrLetqBXrasH1v2r+vidw35857+BQk+bzmv4vxNx/q+7njVsrxryi8rylew5XnJfoZZT/PGp7jlvOa5xK2nWf9p0Xhcch6UVfsEeFIxHaKuPdy9XzNMMcOkoplVpB3COkDdRN2UhjWxnK4cNMT9erNe9dv3phAm+uuC47IWOq+6JnVDuw1Oy8ppBXyJsQ4SolpGdhAQYBF526voFQS4VQHDWizEqaa2ux5lxwN0zLK+gzvwSbpRcT7Cx6JiPKNsOVQRhzDtkxARaivNaCRv1VPz4ziApqVICGgGl9ruuxXtVtnIKpp4ifBSwrdWdLFQJwfWrBF6atGhzjmlNSOvAzJRgJmFRGmrpOfjYkFa072V8vA6TlHPIiD4q4h+vcq9jatuwLL7Ct5yYmujTHucX12usDaz8kVEOA+peU6Ak9DSI7rNgviWWrAUEj+oc2l+KbcgpBMr/JjQkF6QB+/JClti49p2ZmMjy7qVWaGlqJtFHiUFCOxiIURlm2QUP/9KUxaT7MWyiIIqFoua5QzAcEkkPirTub3spm5GhVs4QCHl83mNoOWQYQ5t1cHwex6YjcsBxyOUL8AY3BpbAUuZFXAF5fMqNGFayK9qOWnlfHRj1cyY021cR8M1nwvXtXjN58I/NWVupr/3mlx/1+N/1Tb/0hN9P9j+qa/9Zsf8w47r26nrpxn0w47zu6vj2PdLP/ztOHBlKj8fG38+BH/YNX7XM35sWi4b1vO646xnv+xajweWUZWPl+RI0pCNaeMFC5Iz12FtKy0uI/Icws4jUqJs6CL2ftXaJ6SjOnsfFe8VBIcV8KCtuWgbnjXAly3jeUfzoSN5OzR+NwA/7ABfzYwvh9A3fejTnuHTjunbmeG7jumHqffHXddPu44f93X/fmD598PA3059fzt2/nJi+nns/GHo+7Hn/H6i/9gzfNXXvu+Yv+1bPpKyN03F6yr4qql/0bK8Hem+7CneNzRvcekrUvm2pX/Vhl4Nfe965g848KYGvKvpX3T1b+uuF6TlXRd63Qe/JI0va9yXZdULQv+csFxi0ClhOiVs5y3zCQqelsSHefAwC0xTumnW0M86hkXnEDF3q46dmnUH004r6gninNZsU9zYJqFm0dOK6wm/w2EHZMu031hTggr6c9x3WfI9RX2Xdfu4KKmVgB1UNMpJdtPicUhST4l7GUGiKKzC/DoqbyUV1YKMjDKRpKjm5GMeGumkdcOCTlBc8TPgqKgWl0cCwnxYkEhweyHR2MMehrZqfloluJqMiFMhJune7uioZc98XbZWUqwV7VS3h5b1cBsGfhqUVvXymlGOeWQFC71mpMHWJa91HTXxSJA+kNEy/o2Kmdp0C6c2EWnh4Dp2AdpsyTby0g2PROq7yf6no6yHuctlcCkmW0jo6GmAkTQtRdW3ArobduECwV5qKpdhgJ7QLKVkggxDa14BCiusGIOfWREGWIsYje/kMv1cQU6wlAPm/cB8QEbzS4QpHSUpX/Qr5vPiRVRNsQMP83JGlrvlfkJJrt2OspeDTGFJvpi7T8FUzBoon4iZA9NmWb4Zhe4kFZSykNnQKWp0eR4S+PkUP1usWgcyXHlJwa3/cSs5t5qVXfemXPMZcV2L13wuzP1zps+R8Y/fVv78vsX+2BD/0JH9PBL+MJH8MFV9u6P5adf049D73b79u339307NP+zFfphaf9kz/X2m/nlm/Gmk+9gyPK8ZzgnzXtt50TYeTq2TkbbdUhdgVSatD4ZNuYipUPCWU/pyUZcr8UuoulRRN0rggIAmVWhUk02y+p2Sdh+27sLG/brnoOV4OjA+HRpezrQvRob3I9ObvvnTGPh6Jvh6x/D1nvjbqfnbA813O6YfR5ZPHdfPE9dPU/MvU8PPO9C/T51/33X8fAD8bd/84xj4oe36bmD5fmD6qqN83da+GWrfNvTv28Y3DfuvPSKk7W1b/76mfNlUva7zT+viVy3gTVP/suV/NnC/7TjetIXvK4I3Td2XTdMrwvgasb7rG9+3bO/qmtdVyzNUcVHTPCtbLxDwGa47JU1HpPmwxt8vyHZKgp28bhaXDRLy3RQwSimHRckeAu6ilr2KdBdTTau2AWzpl8FuwTYu6XbSppqR59P95mvQ/qopC/u47kURuMCB84rqaU43S0tbuGFW5nXTkkZWOk1v9XLsvp/dh+mjgLyXFVddMiQjK6T5pYyU8Nxt2eZ7FkHHJcZ1EtKvCkcVBY88EhdjMWbGv447BHCAZvM9Krl58cDdoofX8qqqNhZi266AzBxf6DQJi2FWxfuo4mYSJnnOwGiZt1Hr7YSbiRjXS/b1aPCLvOFxV0MjNKyifykS3CS8lJqXC1u5Bbu8aWbjSkpexYPEAsUWLyPYyNIoxa2NHG25IKA7+IyInmWULBg09x3qL+LcJ1HlUtW8aZdTzIJbkZss7z2l4h7DR2OF1RIXSxBmKAM0rnFLpFhb8a3QnbyVuHrJvLbtZWliMlpAuayEbiTYiwn6YkG9XFLcCMrnk1xOnroaWWNU2LzUGhsXbqWUwiawSbIpLe4D4slqQLiQMtwu2Z7U7U+yNnZJupoSPzDRFAEl0yPgIryH6bn/XeDfCTLmtNe9Kdd8NlzX4jWfC3P/HJtypN/6npj/2Fn/UFN8T7J/aoj+NlX/vEP9257ol5ntl5nrl67z349V/3Gq+/cz63d7lp8nup+Gjk9t3ceu9V3Tclk1nJLupw3j6URzPhGN+wairkYwKF004WFdLWbs5I2VvKUQU0TTumJKiqQkjQJ/CEt2SdWkLpmUdXuEfYapD3HfPmI+apovu8CbIfB6ov7Ys73pG94MTB/Gxo8z6O1M8H5P9Wmi/XZs+nbf8O3E835o+zjWfbsr+nYk/26i+nls+NvE/PPU9eMU+GEAfDMwfTvSXh2/IoFPDdX7jvRDX/N1T/+m5Xjbtn/oqr+p6t9X5e+rnLek5E1V+L4p/rIJvr0yko7tfUP5YcB70RG/H1ovWtCbqvkl/mv3yQtC+xy1vSzLL8vOC8R8VjKeoKYDXHFUUR9XdCc5+QxWTDPATkQxy4r3ItwDv2yWUk0S/D1Yf4RBh7h+tymcVQwd1FJP6voF3d6vA2/tNb8R0LHnln/zIbSmhcO8+pxUXlRl5zh4DkuOMN0xoRvm5NM4SKQ55bRykNcMI+KDDH8nzDuIKQZ+diHObhYVeElcT2x3wkukVdKwCmouXt8vrPlU4Yiq5JFGghzEyivaRbYQsxgUISZuTLVUATkBBx2F+FE9tWoRFWWKsE2ScjPx2KN6UI769GWntGJfqqfXwj5ayMlNeSgFJy1vnScVzJqfFQ6LE2kJHmRiEUHAKsvbJKhmu6x5HFN+4ZdSbZIbfuB+WLQR3mIml5cjC8s+KcX4J4pNSretPkmK76eVlJrpi5Rr2a+ke2/yfXPC9IomTqNbZLdsZiZbyFewBbYVuWKOobhH08xx01JOemMlROXPURVKnoStZSr4yw7qPEJnw4o7KHg7AdDtGjoqp3d5882VzaF8EVZwCIhRlj8pcZ9gXEqG/iRJf5ID73RFy23LbZx+BxZulucp4cWNIJcRA9b8S0v+jd+bl+a0/5zk9T/dHlxzzX9zXYvXfC7M/XrTZ+uZh/Wpw/pmSH/bYn9Tk3xX130/Nv2y6/xlz/Tjietvu55f+vr/3AH+77Hkx33whx3wbxPL1wPLlwPT+57z7dj0tGd83gTO+8aLoexsBAybYKcClnARkdOWMhYyZWpVrFhRXciY0hlxJqbMhoXlBLeWFY+rskFDPiTBWV29TzqOS85z0n7Wgp72xa/qoudD3cu64VlXezEyPuvZXg8Nz8bg64H848T8aQp+PfN+NXG+HbrfjcE3U827luqrvuLbXf33O9bvr94w8Xw9sn05Mr3bsbwc6N6Qprd144eO7EPb+mXX/77rfl6zfRjY3rUdHyvO103Vh67qTcPwvqN80zK+adnfktYPI/2HHvjm6qNH9jcDx8uu/g0JvG6AFxnwErY8r9gvMOgZCp1WdAeEfLfCOyxLToqSExg4KBkPC5rDgukwpjpIsk/c5lkYmBYlu2n5ftm23zAdNHXDmnFatU1R26iiGOHWZtVFhKCwm/vbT0ie21wYtrVky4UOAs2ucxe2z3D1XkV+EtAMk5JShpUvyWqErl8UjLKrgxJnmKf046Jm8lYjtdWGBRVkK5+mwT61Py1OBVbqHj4cpuU9XFuQn3M+yutZNYsEdTCwoKhilxZU6wn9bcK7mbcu4+6ljnONdDKqsnXUxiI8knoJbMc0ZTu3nHxE5KjJkMQB0eKa7ax+JSnYwr0rRQsXS0gKQXktom4lFXmXIq+WFszMgny5YN1AtCte+eOEaSEP8BV0rofGsrPvO7i34lvL2QVadouSYN/PiR5kwPth07xDsAktMDwsaY4rDMuXbNolvmVNL6P72fQojeXf2nT8cckmoEckG6hy3kG7oQA2HgHLXholSaWgN9mZFRZGp2OixRx1tcBlV+m3UfWdDnu+pJnHwLUk8CQlotsVVKecmqVv2p88wbmU3pNHo7XbGfZCgsJNP1mI0FaC8ttp4VpeRimt/AHenrue6XPNZ8V1LV7zuXDVMiL8uZPY1o+DP7wcrrxrLr3HN77tiH7YcfyyZ/z7nvPHfevPU+u/98B/zNT/2DN8N1Z/24O+7QJfd0yve9D7nuV91/Cmq33bFr9qACcd7UVfuttQDxsKosLA8qpiyJgpuFpFcyVpQML6WMrgSumcYZXTa0JCslYJHFdVe7h2p2o7QAxndedp1XYx0D5raF+2RU8HV2czXvSUFwP9addyTppf1PRvBlf2YP5yavx6Cn01dHy8uoCB+eVQ8KajfzfSfJwYvxpD3/bN37WcX3btH9u2LzuaV03oEre9wvUv6+DrjuvdIHzRdjxra562Da9rnpfFwOuG800HejtUve7IXneNL6uulx3rm7bx7QR619F9mFwJmfzqPB8G4HtS8rRuvyTszxu6Z1X9U0J8XuPs1eRnNe05qThp6o5J/TGhO8aufh3PGDe3wmAnZu3FoSHKHOWkQ8SyR3pGbdsM0+xgnt2aaYyDE1I7KvmHfmsrwHH95r0pFdNca6ysTF2FgQ3pesgm2GwCXVReickbCXkGZvvzEgTV1ItrOP64WHjcwPi9xPI4sNkNPa5HH1aSj5NJZiGgcPnYIueSz/jEBG55Pey4iSbyrOZ1FMLELzqZHT8DdYnclluk7i7h/FPHOV+0P8ollzDrRgncKmjW0ai8n9OOM/yudanuW6/GpDWLJusWwIZ1BKTCxtsFx6O2f6nlZDUi4kka6MHmQcZUC+iqBlk8yMzoaBHmRpD/Z9hwH5c/LinXo8zl0NZyiPuFf2sjQ2NnFpYzKzeKW0so//ce1i3F9rxfT/FxKaiQ42Yv6dl31HKamrXkEK545KsesTgipejVHMgsSMs3bbL5iOJOXraIry0T1C2cRkHWWEXWfJG33KBS8PuUOnsxoVoh5XcIxY2sbD5Kn08L/42tWE6Kb8fo8xnhgypvc+f+Zuf+70pcSoDLz3K3nZIHGcmDOECNbzMRwR/yzL9aH1xryjWfEde1eM3nwtw/b/o8y859aG5/17v/qvr4a5LyTYv/40z19x3dP6aqXzrQDwPN933+L3vaH3ZVn5ra91Xxh6rk11wf6N70LB8Gyjc1ydu65mVNc9bVnPZkez1BtyWo1ITZgsCbh4p5qFYx1uMm2GuIZw1hxOhPm9xRYzCqbZYVO03guKE/aTqOSOc5qXw1Bp93le8G0g9t68td8EUfejnQvBrpDjuGYwL8dVsZ1PKqb3jZBd72gNcd44u29XlL+7wHPm8qry7mzdj+rmX5WNN9Wbe/q/ie141v6pbnqP55BbqAHa9I2dua63IYezpynjUNFy3dU9L2Fgs8J/yvO5Y3Td3rsfR51/ac9L1s2t+M9B+6hvd9/ceO+qu25KuW6n1H93Fge9XWPW/ZXjZ0T6vgywp0gutPy9YXiPlVBzrsm89q+hPcdFi1zJrRXs1Vxcz1pKcHGw9qvFkB3Mma92ru47LrCLYcVhRHFei8KT4ntCdZ+8zpKdq3Zb99b0qBPpx5QjvBes3R6Ct2q1CLlBBVARqR57P8GMJHUtoyChYzwnaeXUK30CKzHxW0woKec33geYhH1kpxWtoiSNn4Qogus/IBuyjoUVhM8qhhPWuhkvbtqoFNmnmIdsNpWo4ZKW3nUs1+N5ecD8c42Qy3GKLhsTXCJaxmdL3oOhpaCoW38k5VNqyE/fJ6jAU71yuuR6PwFw0Pp+mltDx0MqTAk3LMyx3ZaKhzI+d6DLkWPczHPub9tIwGgyt50VJYvBFirxTY963CZT2bouevh2j30+rfVxQ01dadIP9+AliEVSu5e5TYTTr7JvvRCkNP24S4804tqyBnFtX0uJkf1jJiHFl5Zb6+davGuoOv3MoxKCExwyETOGTCPCBAxWJybRu9v1wX3e6zb4zl8w3enYr6Bsy7nebeiD65kWc/yPIpDWBtQt2ssBcy0idhNiXL/V2RexsGFvBtiltBdf6VbX1ALczxrjXlms+H61q85nPhV03hz5FOykeS/4ngfFtZ+hZm/tiR/jAQ/cdY/p9j898n2h97wI+7rB/2aT92hZ9aoje46jmhfd+Evuw63w7BN13gaR28JBTP2pbzFvh8oDxuAju4tl6V5grKeIqfRBV1FEwXlKEolCkA4bI+A4PRuCIRYpGocpeQn3R1B6TvsGa/iv+nLcXHifr10Px2x/x65jyfaF91xC964mct+XFTfNGCLrvQacty0hKdNLQHmP2YND1t256S4rMmcNFWP+3Yn/WMryv6VzXLEeE8qxsv6+qXpOpV1fi2ZX5B2l827E/bvr2h/axtP+1oXre170bQ+4rzdcP2tm9807e8H9te9zxfDj2vd1xvZ8b3Hde7nuMTafzYMnzqW74aGr4cOF41NS/b0NO25WXVcUFYTzHPq4rjZdv+rO49rzufw9rjiu2ADI2r5mHZ2KvYdwnjeUf7tKo4Kpv3cMdJxXmImner1qO64rAFXpLASTY0sLhjPvbc8m9tKUETvT+N7LXcOzXguKo8JERThF8tU7KFLaLMI1AWWQFrRUOrpO2kpd0Mq5hjBHybFSutFGQ0PI9rLq4nSEXtSr9F7reIUyG2x7gVEm3HAHFctV6DVvHAUtqwDuuX8sZ5h+VRMkQl/fOE727KsV5IsdoxwW6B1k2t9b080iwu+hgh/5Lezwq7FXmHMhWk5OzMXIjaBSndgGJiB+oWdUvPG3iVWYsEdy93gDtd0b8k9X92Gx97tX/OqDfyekZarCgCCynmcn55qay5kVfccBrWQ4rNpGyzKmfi6q3iKj24tVDW3S+Ilir3NsJzTP+cxHaPblpdsbHm9dxVp4COCpecIEevkgaFygKNU9MuwZobpa0b0XsrGSXFJ+faFDK3TFATCZP3JVkqw0dfbIkppHm1ol7p8G4P5bcL9/+As+fRPzGLwickd3kg3qyIN/MgDaMu5Hm/g4V/Qfh/gSFKXrmWo21UH2tnc+LCHOV/uj245pr/5lpTrvlc+DWplueI1B8viuJ35MbXKO3bjuxbUvvzUPdLU/OfI/N/9C0/jRQ/TPg/TGgfh+JPA+hVx/qy6/ww8r6fWN6MTC+HiouK4qxluYr5Z2PNs772sKUZEZoGoqrkpYHQdjYryBfl6aw+nBbHc4YKYoCzonRE7A+LsLx1QPrHDeus497rJ2ct4OXI/Hoif9UHXg7tL3bMz7vm4x74rPbrNJzjKnjUMx03Hec4dFI37qPgHmHfx73nZfNFVXde4JxhwNOG8hUJvm7JXrTA07bjuGN5RtpfkJrXHd2LhvlZx3JZ1p03zWct/dnAedH2PJ+aP/aA9yPgXVv/qmt9PTO86am+bJtej3xv9xxvJraPE/B91/xhCL0f6N5P9d/sOr+b+d733E/7nouB80XLdI5bjwjblS1d1uwXzcArwnVUMx2TUK9i6aL6DqkekZpZW3vZMbyogSdN+0EDOmyYjqrmw7rhuOI4KaumqPMs6hnHHMWA+H9AUxTifsm5U/buouoJYTyMKUYJxqC4NMMUu0XNOaY4CzKnBVEjxB5l+ESGEYeZsH8VjbGTya2Sn+H2sWIuec2tKPhAJKos+jkJzXIM3C7JRTBTRYBq2M3w2Zeivrt5w6NUYB33bTRCq5jtX8veR13T9sy91Altj5PzhP1uw7qF2W7n3Y+KDmbLCXSj7ISXHw/Px/3zdYd4YJPWI9quSTSwCUcWQTrAS+q2MdWjxP++XZL82av+wqe7kZN+4d/kpjTUIsjMGJZLOgquXYZM6yHZMiSj55bp8L3F8jLde3MpdZMSplFg1hZ2k1K+ycreWw0vbGRoS07WLb140UNbyrKW4jKRSsT3qsUFGQ0DV2HzvHflRom6UtTMR7RsPWs7tbKR5G2EBBQbc9vBYkR0Ep+BnZNTcMGdJu8OLJvPXj1UVHhxE6HOV+WPEuyFhHjBRZ2rA7+LcW8n5YwSk1WXrTVoS+Ta5t5jCnLdm3LNZ8N1LV7zuXAVVG7+3Mz/x6c46z3O/FQX/tgW/DzU/9wT/9KV/Hvb8Pc+9H1b9WNX8GVX+b6p+LJlfdOxnraNl0PHm5H5Ygw+a4kv6rLzjvhyan0+Uhx0gGFD20CFdYyHhtmFDDua5pfKZhRRZQogimgx2ICkdcmIOByFENRPVj2Tmn2/69kbOE5H3pNd8/uJ/kXfcPnPtV+fdcwXTfCgoTyriI5IcLcHHtQ0+4hhloP2MWCKGXaKup0MeJQUH6PCp4jsHFedt1TPatKTtuSo5jrBnU/rvoua76SpOW+rZoTmFDNfViRPO+oXHd9lP/iSCL4a2b+ugh9JxbMO9HJoetPTPm9Z3458b6ber/bUX+4avppo3ozNr0eG91PouxPv347D3+x7n+66nu7an7dtF6TzgLTtVxx7NdMzIvC0GbrSoIO6ZacBTcv6Sd2+29Ed1vUXVf1lFTyraiY16yGu3SXMe1X3WQnaz5mO8qaTvOsUMdYxgwug/taeMjfX0SvLOWoXh2pVdS8vwsKPJwUVWdYMC55eWrsT5Y5szHaA204xilkOnhbXooxBWkLkuNHklsUtioZppYC4FGP5POyIjRLU34NVd1EDp6aQldUQ7pcHo4JkaMsfpSFuZiSxjQVuZwJbZGxpat/oGzbrAVrOT22673b987UoFYnfbmbYrSi3mpelsk8eeraDQU6FKYgFVHCUU3bTGwZW1b+Imilx82pi/VF+83Zk/QuP4M825n3b3QUrc0EpYKZMCzERryZhFKRiD1tgFLGLWkqYTUnfXcr+cSF+l+6b20ytLHnXl8rslczqnfzChn1r069ipuUrYRkrJHxYZMzH2Xy5hg0xKKGt+bRwMypcSd+bR6QPM+BySLft50iyKysVYCXCWY5wFuMr/LDIYFep5SurIfpyRnHbx1n0Oe+ExZQi90FKfruknVerKIrtuTj7dlbzoKJeDW0zyzT15DarN8d0c/nInHDuWlOu+Wy4rsVrPheuWsbk8txBePUNIv2Aa78syb9taL+vS74fyD+1Od91dd80jR+bwNct4aca720R+rJifVbVHLdMZz3d5UD/ZqB52ZO9adLORrqXU+i8rzntqIYddaOmrbdEZIWfKS5HcFa2BGCwOl+QFmFbAQaDRa03bAxl3DnY3KkEhzXdCal6OrSfdC2Xu6aXM+OLoeqiB56PTc96+tOBYb+hOySuUt+4U3NNyupRwThEDIOyZKfKacOWQQwYZ/RHmPqA0BxUoV+PNekxAR3C+suK9Xk5/rwRuKyZz+qSE1JyUlFeVMHLpuztwPSy6zhvO5537e+7ptct/bOW6dXE/maoftU3vZkaPo30n4bQtyPDh4HjY9v4tqV9PVR92gG/O3Z+mKhfj7SvBrJXV1fYcT8d+M/bvuOu47Jje9pz77WcR6R1t2I+xX3HteAxYTmqgqc17Qkm2G+YJjXzHh4YV32TqnG/bB2i7H7JNoX1zSpIVrVS02+tKcG5uYl/rptjBmvcSktTym4X42qyIMZzUKBo9JbF+ewmmmK0o48bGUYlz8n7OKST0UwLiLQIDbFtKanFJykElzOheZ93WeNjanT3Y/rHRRvTJBMXHRLYw6/5eaHoNmzfxr1Uwr9ecjMKPkotvj10b9csVNjDJPzCxpWpxJnV9HIF5lfj8krKgCXFprQyGGbDoLDlVKFBUSzFRcyUgo4Wtawk7XdS+idp7oKZ8a/uzS+Yy/Pg/LJDQHMDtLB+2S+iBcHtjI6ZZtPlbEpRQisBS7iKgTIX4JX18sKT3D26695iiroMr96Bt24F7t3Sy5aC0HwYoiVVa+5VVkoy7xByQInELqWHVpYgzoaVcyctu1GULge1t/QAIyjeCglYCclWjLNYECwXOJuwHcgAbP+v1vL7DJ0Skd2xa+dt6sXICiOmexKABHGGAKLyFffvlBVPEBElSWNUFrdaW8uNbSFzDZgDZHNztP/p9uCaa/6ba0255nNh7tchtPcmatZFTfu6rH2dBN7B0o9V6FNH9WagetvRvqlBbwjNW0z6itS9appfN8wvuoaztumMtD5vgxdN88su8Hpofj2ELgeu5x3goC8cNGXdtqLWUNbK8ijCdhV5wby8mBYXIpZk0ZJHLZ6cNlBwRNI2tOgq4eYh7jpsyc8b2vOGZXdsuRxJf53aM7EfD22nfePZwLJXt4wr2mHZ2kD1OzjUR3S9OtSr6Bp1V7eR6CftO3n1DNEcYoZpxXJQNxxVNftN8yEROa/4ntWTr/HkU8T8rKZ82pSclRVnNdU5oXnZgi7a0HFT9aJne3klK0P9cRd6tmd5s2t5u698MzN/tQN9NYTeDl2vm9anpONpXfeioXi2o3011lwO1RcN4EVP9bxnuhwaX5HOt93AZd1y3jGddB0HLdsx7jgmjedV/RnpO6rrT3HtDq7frWnGJDBrWfdJ51HVttsxT6umZk0/LDvbKX8DUVcQtVT9G1vKrzN9jjKUnTatQ+rxpmxAgj1Y1clBeIIfsLMzKb4ly0UiilqMTaKSbEaWSm8VvBoS03aLkmpaXInIwyG2z3wftt+wROlzfmHETUs4GBmXDPHzYzZ+079WC2whli2/b6MYEmBhJmqn1e2yjofThWikbwON88sBKRwW4jEhFl8rJZaIlLwc5hE5CZxYz9sFHQ97rJUTUWHRz0CMa2nHdtZzB3YtY4bNMOd3oSf/YlieU/7xnu3ucvouOy2gB6nLdsV9mW7D7Vz2aZ54GTQfbQvT0CpaRkG3XmPfqdCW0rRbKTGlwH2IsOdTjFtu1irIXTVrN1LKv8YYTJtkxSeej0koKRUnT2PDaq5dvB0UbhQ4G7BsNb5CqXApReFGbu1hXsDIszbKzN/j+lsF43JGfaNIm4vTKAn24/wi3a67HdZtRgRMm3ozoxMkqPLMfWr4Jj3D3SS2ZQm22CHk51QsI5dhsjPn5MCc4DoarvlcuK7Faz4XroLq6ktcPH1vr0l50ZMdE4y3dfCrhuXrnutV2/G0pntZBl8i5pcE9KpzZSS+N0Pj05HieVNz3tJeNg2veranA8fbqefV0Pi8p73oaU+b/NlQOakAjZqhlDcHshZWSWcraoNpZSQPZEqmMqyGy2o4p0+hjnRZjuIutG2ZjnXnfflx2zFrqY+ahsue+Zh0HnSdhy3nXtMyq+qnqKFaUjUQoIdqp63UrJbp1DJHHz+OL1+1yWQ3Z5oQmjHmmRHuwyJ4UJYdEp4Z7t5B/Oek/7hmvyQkZ23tZWv7oms6rTKfkrJnNeCirjttQJc9/4ue77xjPOpqL4emFzvat2P92x3Du4n+5UD1oq05bViPSf0p6nzWcD5vmU879nMCuKwbL9qmpwPNedP4oqV+SdqfdyznVeCw6z5t6s/r5vOG8rLtPmlbLpr207r9uGoaE/ppy96taQ/Lur2aca9q3a04JkXwMOmaRZ2zhLuW1riW7v3WnjI334FpuyjYykpnFc1eVr9bNR2ldIRHlTZI8jEu4pWmIgo8IMcKBrisTIWAYFJPoKZkgZ+JsMohRsS7gViW0q57ieDjQETmdW4hcUk1IS/6xEiQW/QxcT8/Y3rscvDTMXo+tl12i3G9rKkXNWxsMsiOJzbSfhXplJEGNenYavuWWm5mO7xGBGnpOBeNzPf9smaEg9u20+FHsG41p6fHrcIStOlXslLzC97Nfwn9739x3/1Xz7376M3lwt11z/KtgOyGXXnfo/8izV6yrTwuMpcJzlJdQ2saVrKszdr9TUK2XBffKTFWcOqtNHsuTFtSCufdut/H5bS4cDEnZIR0i2ndPMG9VeXPIwA9K+BnaNsITYiu8as3GTXBap01n6HNlxkrFc5qWTafYcyl1TfK1Bt16o0K7fcwQ5YSPEShJ0noSUX6xK6lF9bYaY4EYygK96n5J4yijOnZELqUq0H+EqxccguECTfnujflms+Ha0255nPh15wC5nKxP553BC/6mrck9L4FftMxfNU1vOxoLmrGq+h9XoWe4bYXDfB11/xyBL4eS1/3lC870Jum4V3X8GFsetvzvmrrn7Usz1r64775sKs56oKDOlBPOWFY701rgJg6EDOAcZMzayrmNdm8pQCDScyYLWvhOthq2/oT8HhqPWg6DjvWY8J8UtUf1nUHsHlCWo8a5j1CvI9sdwv8JiYetoP7/cZxr3r59uPJ3//fk1/+T//gooeYBrhpp2o5qFn3S4ZjzDZrG6cV27Sqm9YcVyaxR6oPSdlR33rYhE779qdN6ZuG6lUDeNmyvOx7j4eu4yFwSQKnXe3zge5lX/W+r38+1j5rbV82pUftK3OyXjScL+rOy6b7rOE4b1jOaprnQ9XLoeVpTb/ftZyOLCcN8LjpOWgYDrGrC9YfVWz7Zfsh6TtpG84w43FFf6Uvk4Zl0LB1EU0fs08Q107CMUzpRinhpGRq5sGKRzfH+83HpijmyOxGB2Hsp2W1LLNd1vZRZQPlIUl+NCcm40I4t1q0yPJXxlDWZ3FlubReD6tLGXE0Sg/56SkPA3GtZtzrnfBGKs4seDnlpLSQVJWzYiLA9gd4EZ+yElJkWcqElR6JiUtRdtq/XLIJcJuyahURCVExyK8EWEMXUPOAnZiYDDBHPkrfx8DjvKSXXklxOiE2blIlvUtx86O08wuHkGtiU32SZZfiiY+6UFibjzMf++79S4JxI8Gm5xY23ZLlsGIjLVkpKnl+DjvJZETWqQhIq0n5BR0rJRJGAFFNxsypl2HNamh1s8peCrMfullLcmApov4rqlzKLSzGJEtu7u/jrCX3ymJKQXGwBHkOq7gih29SiK3Fun4jDv4+tnUjvTVfpa2U7s17qbchzkpafKcivh2n0uUceoxGj3Juo6bbefrtIvNGTEBH1zYbdBFGFSSBB7B0JSzbKvJoXe59kkWfOek5vdDNv46Gaz4Xrmvxms+F/4qqJjR3BD98RwLvWrpPNeBjTf4WZ541gPO69UXrKs5tbxvG1zXgKQE86yivXOR1w/6SdL5sOd92gactyXnLeIa7zwn704b7vKU/6BpOmpIhLquhQC6rdieVDq/J6fF4Ym5nxhbKe5MFWzJvdaJgqi5HCUWta2337WTHtdcMHBL205r7uGI8LOoPEekhBp2QykOMvltg7mKccXl71nId94rP6rmDJn769aedZ69GmHuImXcx3RiHZmX5Wd2823AdtR2jhmQXu1If8yHpPSFUsw60XxXN2r7jiuNFzfyChF4Smi9J/bO2+6ilPSHBiwb0tGk6axieNYEL0njZUh1XpadV9klDu9cEDqvWp3XnUcd20vGdkNazruPZyPq6Z3w28B0OHIdj/QnpuKzq9xueo5p6RoLHiP0Ic+1VDYe46ahq388a9gnduObu5G0txDrIWWZZ21EUGoaFnbwMi3P7QXHQQJX+1pIyF1TMJbK3Tv2ctH2rmhfBfnEM5ubgxzmCj/zafSVKRR4m4iw8yC8ighHO6OZWm1E+GRQlXHy/VVo0rnm09zuhdTi5XsrcDUf4sQAtlwVKAXE5sYH7twn/ZsslaNvXinpFNiJpBUVNp2gapPZ8omZU1vYD6dhm2cYeGHhtv7mfkPZdzB0PoxVYbHvkhTCjGV1vOnkoyMuomISDn3HRXXJmhKa0Sm77JYsB3qpHxQbpm4otmp59K0jbdLLpXv5yXLucZTEDak5Eyluh8pIgzWMWu5RAXiXx83gwX5GSbWa1d0Jmal6zhaiWslyKlrUJCily1RJTciugXDLQFj3CJRtt03KP4mDLkhx+RqKK02T5m3Rk5VZM/XubfPlKUxDOSp1Bwba4sTWGlbMVly3nxSt26iK4xlHR5n2yO3rlYpq6aBcs5v70JLFCJ1YYcfp20bIala+Un6xVtrm1+7TxXUr1saLPvx5Ce81nxHUtXvO5MPfPHZJT+j/uFbmjtuZVR/+2ZfiyynmFsZ5W1Iek9SmpedaSvq4YX1XlLzDNSQM8aejOO+Bx13o5UF72JBed9f2mfocwHRGe8y5w3AKP+469hqpHahHYFUZBawaCghav2xYMmwIpbTAO+CPuUEyThlXxnDlDAFXSiXRDZCMwatqO2uZDwjCs2IY4MCmCM1x5iFhmqHYnJ58VZQdl9awoP0Zdl0XVIQLs9vAJbicRqF9XdzFtM2MZla07mO606Zg2NUcV12HDtN/2HLfN+139SVtz3tOdNsDLlvN50/qsDj2vWV7WnJdV0yFmOUF156j9DDed1KGDqu64yp/VNTOCc1AV7dTEY0wxRM0z0neIB8/rhud113lZ96x1JTTec8K1N3Cc9FznddvTmv+sYTxoQMct6zlhO4Rd+wS0VzUdwM6dqnWC6oZFQyNp6STAblp3GJMdpoW7MU3Vxa1GobyF6QU5c0u/uafI5/bjc2RoqRPmBNI0b47nQLesBL1SE/RhXTfCrGToaJRbDW7t5EVonjmG2f2kpBDRYm5V2alKstmEebXsf0wk1mJBRtC3HA0oYiFmMslspraq4W3CutYLbmcdokyYU47p6yFlL0sh8ux2UVKPiPt5XTMO4kku6ZZV46JJVDXxM3tWZi+gRCKanlteDbLqDn7JuN6wbFX8orKbG7eLQtvyjJziWftriU+Lyue9WpafS09yKUkOxcfYNGpWPJxN/SbLJZQxJSyLjOIzCMNengvkJ4T0KkdW5PEx0ZZPcsdnpMdUvDSwaNFvWNSUFRqHucWWSdkeEd+j5oeFSymGILTMj99jpW9qS1tb2D1J+t4i+sdbma355NbDKI2GclcRFitK4/lojBhnpSBcznMehmgUH3XTev+JXDQvB2/kpTfKvOUIVZjj8DJrkpyQ6tVuo8IH6JwYX2FcHcN36Z3HUGhO5r6+6XPNZ8O1plzzufBrUC3PpZ1/hBFBpy7eIeUXLfmzuu4lpj+qQyeE7YgALwnV64buFQ6+wDXP26rzkfq4qz0aKM77ytdD9bMedNYxHDcsM8x83NCdtX/d4nhUtQ4wM4l703lXEAHBJOQKWiIJVTQqDKQE6agGS0uwkhHDQbRozjcclYYrV7P36qYdUrWDm8cY1EX8O1Vjv+LZQ529krVTlu2WwV1MO0b1exnDMaqc1S2zpnW3ZBqWZO2qYFBRN2BXF7WPCPNRU3LcsJ/ULGeEb68LTluyvSb3tOm6rIBnbei8a3jaV1/29KcN84u24aRpPcbUZ2X7WVm6X5Eco9wZuT2tsnZJ9bQiOWxKzlDDrMAfVdS7De+s4bgknec4dFoHT+vmI8J+jNkPK4ajmua0bH+GW/crqsMKsF/RnsWdu3nHNG8eo9b9tnNCmCekZZTSjGK6Xsg4ySimKfGsIB7nhe0YAMfEvrRxTmWYW9r6jS0lsDmXQDd24tS5CNefUjoyHFuJHyQEZEbWiXHGERaRoPUz2mGSX8+puoSsWZJ1UUkvLq4FlRW3su5UVpxiLLUGh7eyTlbJpQ4GpaWgKBG/X84z6klewyMmfACeoMEBRSdIb6Q4eEQNwxvlGK8bZPSi4laO2/Zxit5lJKrAI0zUKms7tGWPuhM1dgLcnl9YtcpqPnk9JMC80qCPnwQ5QT3PLb8NK1bT0uWimuIDHqT0PJzLRdY29bRFpfS2nr5uZfLdLH6KTrOCTJeE69ezuBpaXsdKcOmIlheAViLWNVSrjsh1OUgWNjH0IE3HZ9j+yE9tKTNCZYAriLFYoWVqiL2RXBVnVtZaCzxUdgtbuJVZ+T26umxbZSeF2wUaP7+y6Nlg5Ldu5TmUPONOXEAJiZ8keML4CjdEexIz38AUt8uaJ1mV0AdKMnJq4j4jpttmLQoL9zewRXmZLsixWBE2PfH4ujflms+I61q85nPhvzSFcD+cFEU9WHOJUS8q/KcoeFmGTlHrTtG2X9Ie1kynpPGkqT6uSs4GyrMe+GwAnVS1Lwa6V33n86H3dGg/bVou6rbTGnTStewS3jEh3sUUs7KtjxvzKBSDdbacIxA1eeNyX4gHZ5R4Xl0nVCTiL2KeGuHO4+YEbC4jpgZhGpW0Q9jeJ1WDq+dVsIt4OoiFzNp6hHWAuwfIlTQoT3K2HVK/X7fv4roJDOw2VKO2ZtQ0dlu+adOy23bMeqbdmmMP1Y8roh7B7VU0B7D/KB8+IYwXHdMlqTurg4dV4LinOWwojhuuUwLcI3U7uGaXYI9w/qQhmNa0uzX1KQ5eFiynAeEuKp+15Xs15UFVfEAYdvG1g4Z8VrHOUP1OXnRcVhznTQcZ8AiV7ZQEF3nJYRrYS5mGRcsQs88q5ikJjYr2HUTXj6s7Bds442gjRrSi7KH6fkEM16xuREJ3WObmfmtNmTPNF1FbugQkwsqUVdsIqkspcSDEx+PURljYzK41kzoipaxGNOUMEMyCBZhWLfKQ9DaWljWi0rYFaDvVhTAlGXvYCrLDHgFihzI2atG/2ohREwFBMcIvexRYkN+Pr/UT/FZcmU6pSjlpN8edBRjtAq+ZpBJ+bsMvLgYFeaeuHJCnFYaSXoe6NZPAI0L/CLfJqxbp0CKq2AVJ5VJYue2nLzg1vzML/xAQbUL0vxplGwEWJSdm5dgcaGHBLFi0S5ajVzrCZNZ1C5jmfkzD8mnXEwaGXy3JsrkmzlYBXIN1VFQih4XaCJ9npfFd+gX3TVpsS1RcEKRo4iBLFFpfDPI3PPxbDtVicZGXkTILynmD9Fb03kZiddW7xXEzJJ4Vjmduw82iJFZY8BorxRLEaItWzmaSw02vcMqsJyXl7ZLgTl7ECAPckGUTBQSYcMvL5FtlzPJNdpv5kFyiE+z/FXl8V3y9Q/I1nxPXtXjN58LcP9dN2besPk0bn6LGC0LyvM58Vpde4Jp9VDbLK8Yl9bBsOCE0e03guC3b6wLnE/NZzfms43zWdD8bhE474Wdtz4u6+SXqPm/q9uqGYdvQLDsnZcUBrh/lDR0EiGS0/oIOylqtcS2YkocyulxJmoR1KdhBoP4y7qvVjbmMPZe15nLmaslZrxtrpLFJ8mHM2ERsvaynhzmaKVcPM7dQ9SSjOcRU+4RnXFNNSpopqpsQuh7Bb1S1w6a2gUE7VbDZgHpVxbAsGpe0DYJP1kxj2LMLOw+q5lNCc0qCUxwcYeJZjXfUMuwR1pOG96BmGnUcA9jeJg29inZKggMcnBHm8zR0nFHvw+q9mu6gpZvWxYdV8WmZd1JTnDQcRyXdPqY4rAv3YdkBDo6L/CNceVKSnuYUM0Q3yZl3McusAh4WjRPMuFMARrBomDf0MGeLsBcrqn5BNUhZ8ZRRDludKtHc3G8+00cOGFBXJWkPpWT5gLgW4WIuhj/1pB6QVFP8ckobCQjzCR0SV9eT2lxWkUkpciVmDAaLiIFAFFOvtKDh8713o1FxNsFFvGI3JMQgVttxt5/iVuIMPLaZDgmLYXE3KN0NAe2spJKGCsh6t7S+m97qpFZqEX4rLKg4ec2orG6V1h0AYVCn+bqOAehZGVhgKyhktVXinkRU0VCKcn5MxXVLqF7K7xKM37kEf4WebCgePeKBCwbttk/HVINUj4qW022mtRuoYLkl3ihBtCiLHZUuh6TclGTbtU3xmxZi4ttJxe9KipW8ejNPW4clmzk+N60Q5+jcMJ8ZWaXbt9g5Nt2wsCgTUDwMto9Kya0pPIaNkGgrxV71CDeiW/P+VXbypsCwwlBKhAGxtCRS5DnMCmO+LFvOijYJBoMULcLy2znqfIz1JM95kpKymxxabY1CaBcSmysEe41YpOL8jTDti6Bibs5Om7seQnvNZ8N1LV7zufCrpszdPeEzX9sMz2HtOby6X9uckdyDOn+EsHZxUTuv6JRU47J+p2qe1g07PceYsB43zJeE/WnP9bTvfdFzPG0YnpatZ7jxsKae9IRdwtrBLW3E1kK0QwSsZsFiRuEuWKC8WZfWacP6UEAayajSsKxUkZdQW6tpJHFzuQzkE0AgJU3nzPWqu9cEW4QVRgxFxN1Fnf28tYUYWzlVvahqI9pxxTVp2Wa4q4kaOvDVq0YC0aBFaZnQVDBlK2VqIap2TXlYMZ2Qur2Kc4BDw/KVJegnNfCYAPer0G7FvgsrD1D1Lq6ZEq7divWgBs2anhFp7Vdc04Z5r2ya4tB+3XCCQvt57nHZsIs7D1vG2UB9QEqO6trTquW4ar5ADIclxVFLvt/WDgvivZp0B5Yf4NL9mm4PVR1l9ftFzT6iPcBUo5RhFxHup1TtgnGv5B6WbT1MPwxrd6IgkXfhIXXQxXP+T4xNKcZdzZKgl1Okc1Iyxq2mxFhENknxun5VMbDm9coTSVk7qxhmVb2MsgzLajmgA9sI1DYt6EcBoK6X8U0q55XlZNT5BLPkE+fcNDLBHsTlZa+YCDIqERlsFTSislFS0UvL0mFpPibAvbSO70+k51E+ON9wsqvRR4XQJhaUd6M8NCDD7JKaEWikVKkgiDhAnK8YsHgVDg2WLkcksqj0zy7eXET+15xkOy6gmcRbMdmdpIaSNDxQShf91kcJw3JQ+TjCXIhJaVEp3yqQJWW8tOpBiEtzWh5CVprRsgCp59y2OcS0VNTcT1NZJYXcxVHItHyd4ZZCSk9wGU72iu7exoN7GiVNaLkpTW1xk2xWjr2SVW0Ugd/HucvEFidzU1C8SbMJl3NSNkKjIxxGQbCcUzKDYk5asFbhsBHRYkS+iGsWYYBCcKgEhzMQ3SkxFhDBXHptOcGlJdmMrHzJpuCJ7Jw5/vXYlGs+F6415ZrPhV+DankOldGPQ4bLsvKo8P90C5RZTTyqcEeYZLcCdcuKfsIxReS/zqapOsdFYw81jsvmnbphv627HGhPW5oTXD3G9AeYbadrnLXNvaqZrDmIvBnHTQQKEiV1IaVBy2As5/RmLJBVbbfpg15tApEjMFCtSMmcoUvoKkV7Mc8LR1ixqKGKifsE2Ce0WNmMwMZ2xtou6RtpIY6IK4gQQ0zNlmZWN4/qhi5mreNGktA38+oaKsFwXRMHWjDULQGjpu6oCz2vW07axp2GZacAdHDdTtk0JrRXmjIgHFPUu4PZpzXHqG2ble0nmOmw5tzF7HtN82EFOq2pThra4w54RKgPK8AhAhzi0BFp3WlKpi3DDPXOWo6Diu2sID8taw+7plkd3KsAw4JqWJL1K7oOZhlXrP2kfYY6B6hpXLWOq5JxTrsHG4dV56Rm220ZmggwyeinJe0wb6iVBIUk+5+75P6mBDbpfZw7S0i6qKCVpjYz282IpBcHxn51NS2I+kSFtCiPKjBM383xS2UAy6laqK6b13UyknpaMQopUz593ifNRlXVOAOOMdDsViImjiS3okkoHlTlg3LMowllVbWIqOUWIC52yiogjdukg9YNPsKiSx0XreoVVm3MbEKUhkVkno8mmKhfgVmBpBFMhy1xjRHTSkuCLVS81abyyxx6RLDolP0+JHqUVouDPFoUWisamTUTHdVTvI45g3klFFwx61cg4eOkfTmg5gcEyrCGHWVxo6w596NFk43qfbCqEf+uqFkoahlZ/aZfxPMoGVINk6O5YdYvpZQPw1Kaf3X+wRabKdRx2cbAliSzroyzhZYtdoSx6JVtxLYWcwuCyoIkuUXNylkFQIirJWmGIiflRHiiIJsTX2PADJaPyimIljOieVS0GeZsYbTlCGehxlmzURdCvDtRJS2iX0nqHgQZm1eOMnd90+eaz4brWrzmc+G/siovkO5Y3M/yusOMeK8gGZHqMaEeVqGDmmYHNu+jzlPEM8acw/JV2Ft24u7dsnWIuKaE4aipPyqrhrh2F7HuVGy/LqpWt41Jb7+h6Dd01aq+XtVcyUqzrG1V1GjVkc3q4zHI6lZ6fPp4AMqnVGgcrMEKvGArY/YM5k5FoHQKQoqGHqrqYeZGQUNkDJWkqR7SoyEWkWOgiAzFjNW6okOIu7C5ipkwRNGEFU1CnM+CVYRbx7U7ZTVJaBukZdZw7NYsOw3jpKXrt+T7hGGEmY8w/ayq6WH2EeEckIFJ1zFtWU8axmPMdNpxHXTAg67uqC0/bgAHHeXJgL/fBPaqytOGeI8ADklwTAID3HRIunYbrgPSfFw1nFW0J039YdW4WwZ2atoubBiUtL2apV4A+yXTMKcblp17ddshbjlANftF82FNu0fyjwj2rMQbBdXTmLGDQS1U401I5tSbv7WmmObqZaBeZ5XgtUR6q53+YzvHqtrF3RS7lOeiOUoL5TdrmjKmD9a1OKzIkLJqTdmoAsW8Gi+JUkUFkRQTKXU7vNUMcsmQjIir01keFNdkorKkX9bxbBJJZT2hzBWFzRCQtvNKTm4nQO2GuGRyqRlZQkPbHR8ftnByqfVSnpourmdT26WIELdLMI+ybJTnLKKISWhzCstqQUXFT6yxi4o7djElAFDyLGbavCY0PXB51rwKYcLyxKJZTPr+LWSfN1u+iOq+KEJfpDWPo3x6ABAmNdTk/OMiMJeSr6TkDxP8xSC4VtRt2zU0K/TEbV43Q7/XM9dj/Ae5ZWZ5fdMqWdGLaAq92KVmQ0KFiyWTrUpkN9ncLbF19WHkJi12kxJf2ags0GTCRZtckuQIvFKeh89OswXhm2upm3T7fWF0hevfYKJURoqzFaTRPdQHKdFylrMWo1Pigtth3QM/9NeEZdNqlcQfbV5ryjWfD9e1eM3nwlXLqFqdj2m5U795llHNisuTsnRMgs0W1K3r27i+Cytneddx2TBEdYOGsoWCE8wxwYJ9zDwoOWeEo4cB+5hqn4SOENu4ap6S1mnLfDI17HfEBz3jbs8wbJt22ordpn5A2qo1d6VsKSFAKGnIBHUpvyUeB+CMBiuqS4gLRi1o1gzHTeWCqVmEupizXbJWSvZiyY5mDGhAlc0KC7C4kAVQjI3F5MWcGc9fqYm0VhFVrvSlxq8WtN2Kole2NlEj0bQMSOMuoh3DpklNvttQ9AjokNDuVrXTmrZXNnQJcFAzdbvgrKXcwfUHpO6wZzr6dXk69bjlGDVt05Zm0lPOWsBBVf2sLjnG1IeYddww7dUtQ9x02jcNWt6Thu2orj+r6HYx5Q6qGFSAcRkY4tC0ZN/FXIO8cbdonBXtJxXXOWHeL9tmmHZSV87q6zuV1VFxe5TcrKC6WsVN4hYkBkrn7v7GmjJnou/WzJWOAa1CZUTcLnOrRUUzIe8E6bUMo5tf2ytJJ3V9pQbhsKFV5bdxebfFH1QUw7ygAyt6JTFZMI7j0mmGT3oVJbckF9b7I2p7iKV1a0j3Em4UNzWytF/e9AtKEBeHNjFotW3ebupZpJ2JuqnVABWOihpOWsV9F848iqY3bHFOOSYuRtVphwJxrmHWLdy1VbUu5oFtgs8tyv+SFK9nrLyQmFbmP/Ly/wr5xI80TL9FpNYKC8athOZR3n67KPsiJVjEVAuZ5Rv2u48D+hs24XqBfSMg/F3Y+pccb6ukelQCWRHeZkZyy7q8EJPd8mlorruM4Core5Oe2OIH1vl6FtXKZ3slG16xgClkyGgy9YpMR2N5aCLfze3gTQm8IM/dEwTu0XRbqz7aRoxDsSiYHioz/Sd65uajwArD+MdljPokc4+D8jZLnCc+GTOgfJDW0aO8pbh82cd7oGMtRY13yxZhmXPXda0p13w2XNfiNZ8LvwbV6lzIw+tlJS2cPq6s71ck+4T4oCXpN0xtQtdCdZO8cS+jOCQUo6psp27sEqFhzTwoe6e4d4gEe0XbDqo6RrSHCDiEbW3E2G04d/qGo45jt2U7bloPhprDBnjaMO6Q4XHNNyS99Zq5imuRvC2XtRcz1kzSVMjokaw2nzejcQmW0uZSulrJUKtAZNVWK2kJQkqUADwC5MoGDFVisJjMqeCEsZgwVUpGLKvGcaBWl5Jl0bAmuXKRDqytoZYKqR83VBMC2i2C07K+XbeP69CoCI5JTa9iaVSAPqpvNMFuRdsgTbuYtVU27XeshzXxQc08g007NfteVTvr6w5bxvM+8LQlO68p9uvQTsXYq1/9NeSTFnTSMe82HU9J82XdcILL9yr8wzJ3FxUMq9Ldmm6nZh1grjFiO8FtlyXrM8R/iAB9HBo3BIMqZ0Byxwi3X3rYTYn7VXe9aK8pjcrVhd/YUipz82cZ6Yu8Y3RlJxnNsASMa6pRDjyNMnZinElMdlhRDRt6DNc0K5pJ2ooQhhKhLcOKRlw5QvmDErSTMu+nDd2YspPhhyIQGtclQ1JtEErbRahdTGpYJY06Y+Qn7RzEToNsaylwo8jiojxOxcFBfcK4ewn1buX9S9nQaip+W5/nFoMiwq8omA0RUBZ082t+0TBC69i3SR0VFXPyKlpeuZpSiQkdt/ToYVzB42nEPhMYVoryoCgs2SpBKynxvxa092HBY5T5ReAPX5g3VzjC+2HNgp+6EZXe9itvx2kPUtvCspSBcraztKUCe93Np1vpEidfDnFY/k22+S5fSltZZLN0IoaeS5eqKEwaS08TBoVCC5dnY6/Y7gl0N1U2mqmwBehpFBl7IyT8t5RsOS7kehYZQertBHU+9fBOjHo78Mflwr31DG05T13I8Z6EdAs4Y66gWshv385SGba7aykpswzdrT+au9aUaz4frmvxms+Ff0bVfMq0VS4JW3lZF5HN8sAMhmYV0bimaGKSNqIcZ4QHafmsIpv1jN22pUdamyVTH5FNCvZh0VvLOvsl6whVDkvgCINwzFKrmadtY7eq3a8DBy3ZEck67UhOyq6TumkPce6X7VcRPqqYWoSeQKw52JSOm9NpKJPRF2JaOCorp2XZNACnVjFE2skLyby6meKTWXYmA0UKUK6qwdO6eklOhC2lNFTOKnMFc6ZorVRkV1I1Las7hLadBYm0oVVWN0hDj9D269CgAXXbngFum+LqYRkcYNppVdZpy8dVe7du3kFsh7h/p2ob1x37Df1eXrGHmo5g/VnTflK3PKsbLqvQRVs+axiPcPNOQz3Ftd2yYq8mmNbBC0J9QdheNvSnHe0hoTkvAueIdBffPkZFhzi0B9t7hO3qJMew4zIZ2M0EOoh8CksnOGOvqphhggNEfAyLTxHTSdE0dgo9c/O/saYE5HP7LvnLjGkcN1fCohZMq5Xlx2XqJCnqX/lTcnuaEVUJfqYuJOOGSU6JFMBEWVFOAPmkZAyzhrism9dOYXG/xMNLYKOkQNImNKjwguqkWYPptwgrv8iCcFBRtEkQy2bR/qe0frOs24D1AjwqhYOyrJ0RNs+n7Mxg+ok9uRXNUaM+bsPJzVm4Ph07q6eV/OqKUUK4KJiKWjFIyxA3KWVGzMK8XVS3CU22tbBRljExilaeUbNVkGxZBH+1gjRYRXGqKJhwIaB5bJXR/dBjg47mlAM+xWZQeqewKszSBUWmJs3hwhp5WK5xS/kuqdgh46HaJb+IkmQv25jzmVWKnS3RSwXMNYaCuhhbYZe4v96sSXEWdQtixRY7JpaG5KyY+oZOfkOnXg4pbueFW7YtBpOxmGTciAjmLXN3XCu3uTeX3Yu/i1Hv+DibKc4dWHgbl9yuyrcq97eqa+KkUBhhLJX++e/4n24Prrnmv7muxWs+F65aRqVoDozOVyvqHCLEYspG2l4pOHqIvlMWkyUdWbYQGVsvDo5RW5V0DQl3tWQZJkWdnGS3pBugjh7m6sO+ZsbQRKTNCtSumIZV3QizjFBtt2YYI+AEVx3mLAdE5BBLHuDmfcy3T5qHpKFP2Ms1LYKoolkglFQH4tqkU5/zKfCIMp9SprPcfGIbRYy1mK1eMtSLYD5vilRMBcSSq5rhrDaVBDNJZQnWheCrn2vLdX2rIh1g+lHZ1ExC7bilAUNkBaw3za02OGg7hk3XuG45qIA7De0Bpjgk6PtN3YR0TcvOnfKVPNma2NVVua8MZtLUTxDdYVN30jSet50vUOiStB90PPsN32Xb9RSznBD2GWzYxQwHOHCJ6l/h1udXQtM0zEjzUdm4i0vHOG+/xD3Ngccl6JQwTHuKE0y3W43vlW3dsmVCqGd59W5ePkbMk6xiErE8zTqOk/JzJy+18htbytzc7twUFL82OY6cim5wZZjg7xWZ/ZLkkJC3y+IWQh8XHnUwGZaHmgUDkVXBsCJfVeJ5eT+lGFU405qkj6sbKLNXFA/yzHZMPQwJSmZ23KysKuVokFm2yBpWoGjQYUZm8yqYJY8r0HLdulk009JubjXAwXXrJe162r8UD24hwfWMn02YeKhpO2pkRvR/CoUZiF7ot1JjZmbKxalYBB2LMqSUBPSsnFOY9akLFjniWETABzEnJQOtxDQPs9Byykiv2Hio4DEOfoFal4t2dly2nNUIbUoAoPDTvMWYmJqVyvJaYULLDqqVGYvCamDqpXRYxkgIlnHlclA2XxHNF/nbRbnAohTO6VaY2/NW6kpINJ8RzvnUNBmL5Vpl2YWUDPtGmHYrxFrRrWy7tm55V+m6e4uBlcUQ63bu4R2XYJO78cRw706MeiPMuB2U3wnyFlD5X8KarRzAbzDFLSFvoAA6d5dQPs15rSnXfDZc1+I1nwv/FVWhIA0mOHBaVshsY7injQX6uGWAmAaopZ0Pd8qOWdI5+nWBNd8Ad49xw7QK7bQMO031mDQ2a9427mrFHXjWUod17bJlCHv7sLNGBLo1b73sHmRMk7xzr5Rr19IdLDao2AdV3QB2lVB7HbfkcDVWkKViQDxrSMSAkl9TzugLYXEwwvfGFIW8tlx21NOmCmJOFaBEQQdXgBJqKWEyd1KTLMoRWJ0nDDnMjFcVPdTZulIT2ISnzFgGrKN6EodKGNSqQUPcNMRdB6hhrwUe9aCjsvYMMxzihiPCsofpZ6hujOhbqLRe1I9a5mndcdzRH5CKs6bmsqa6rADnJHTYch+0PM9J43NUeg6bzlD7LgrslX/tBTmqui7r/nPSvnelXw3DoAF2G7+um3IEW89z2r2G4aSu7bbM+1eqVPEMKpoBDnVLUL9gHBTVnbSll4JGOfNBRXeQoHpFv+1Nn925uadb7X3ghcs1DkOTKGevJNtB1DNUiuPqbofdw+4N4SdNbHMAX/mrZloQpRBVvQBM0opRmLOb5+xV1a2UpBZVhOKCXkDW9QgHTnHPSc16pLiLWzAwko6HCEWMKjZwkI/xN3DWJmGbR/x3rxwlG6CiPk7FK0R14px9KeddyoPzWHQLdW9XTNQkxI05+IibhTt4SRZXDyr8oKwM8YpWXg5acZj+KnDSil5N0CYv6Jhp82bYJIj4pUUP1+ukR13impofEW9UZF9UXBtF1Uae/4VHdT8pFvhZd4y034X4D0wmbsAiShmFSQsj5GdZ7Utm/UJMQEGZS14RpaBZ9qhWMmKKF2AA4KJcsaDg3rLcXw2yF+2qW0H9pkvI99E2C7RF39atzMpiisGIrTJTWyy3kBpc3ciu3sZX52qs+TDjiUvFsdybT67NYZw5z9rtHHWusHa7wP6dcY0RWn+Aimkkn1FV8GIy3fWE5Gs+H6415ZrPhV+zanlOY7tbLSur+d8ncmv9KnSVpsOSpkWqScRWyzgGsGW3ahmVzM2GZbehbDWN44Fz2PMMm9ZeDayWjPW8pZIBkQJQrgI45m3iKSKXqCKRKuGvwtZqARjnFMOUq1PwFhGgVra2K9pywYQVXWgZ6hGKeklWLUJpDCqUbEnElMvp43mDNypRJoTxkixe1BRL5kIWSlVsGUSPFaEaasNTxiIMxJPmWl6DlmyFnLRXdozyrlbRefWJuaKhUDK2ykCHMHVqhjZun2KWWc00adoP+pr9qfaoqTstGy/rlvOa7JjUH9WgXcI0gIWTkn5SUp22zEcd23FXdNw27Tc0p78u42Y+7bqP+4GLDnRGAie/iovmsi05RoEjXH1SNl7UbZcVwz4GjGpQhbTtVlxHmG5W0bcrlhGim2DQDNNPCdvV8y6q7uLqFm4alE1DxHmAAH1Us9vl7/Woh/BCTvybWsqcY859NjcssS8zqkpO22t5zpuecQUiCtoMJm4RlGmZPajND3B6E+dMMuAMlrcSBrwgOUzKZpntXVy1XxEMI2DBoUw5JEUHiGsEmJJZskkzIVrUwveaaT4pLa1YLSvWcOMGouFkDLSMdrWcWC3aeEm3EgsLawEwZ5MhLn7KfTtuvgcnqFiEhfqvzqPIQbKkF8CUjKCC6RdKQoC0ZNjIgEtx88OMiZH1bMcdsrxVCTvYaWg1auQWfcJkQB6wq5IQI6Ohpql/zmruo2o6LN7ILd/PUCllyXaGtxJd/1efbMUvoYVV4ox2LWZcCtiXpM6HoGqpKKPE2Ky0iuEV0QOCFbdk08dbD8oEDvFfktzflbbmc+wbUdq8R8iyrwiKW2sx2nyROx/aWsytziNbyxnuoh/k6qQM18pigXO7urJYk8ntCrGOykDWbiept6P3H3jvL+NrdxJPFlI3/817ayu+ukisPUg/Eor4urnrPX2u+Wy41pRrPhf+GVZ3fU4BnnSQSR4W2qplwEbeUq/q6iMj2bX3SvYxaTlq+k7atgNCNWsqhnWgT9rIuv3KNsiikUyZ0aQZzouLBWEaERQq7kIpks/7sGKAxJxVwtyq6Ht5/U5Y3cnzmqigVVYNSR2es8OYZ4iY24ixXzZVy9Yo6giUbc6kMZKECjFZLGxMBZSBlCAaUcfCQC6lQkuafA4q5aylnKOcNeUSdiTjqKe8ZcRexcBG0TApuXtZD1HSFlNWOAeSMLRHqHeqjp2yZQ93nnSDZ934QV9/Mdad1VTnZetZw3besO637LtN+07dsFeRHVUFl3XlBWm5JLUnHdc5ab2oW8/rqhd13YuG7VnHdlk37BPaWR046Sgu2oyzhuYC057ChnPScI4adyqKJqHrYp5e1XWAgkPSVmkqm7htVFIMMVkf0fbzYBUWN1AOkVPWi5ppxXBU0o8qQK+u2sF5bRdT8dtayhXOKG0vNzcpr3S7geO9wuEe/rQb7/16qaJOhXGAsvZLvF5lqYTIhzX1ccU8whUILCUx1ggB2rBiWlbX4xLUIyhG9bhNXNULUf4WAdBidhEMPowq1iIQM6N7nDGv5r0P3V5O3iqsRCVwkluJyms2dt3NaPrYTTMfcSwjztWqffPKb7CwIGGipkzcpF1mdiqDkDAJqj0KCaKi17VfFIAHWfXDmmU1ZWbDHmHaLst6tTHLehxY9GkWHCKRVyJTqTlp1b8aNF9EhF9ENGy/cDkt+wKRPE6Dj9OWOw7TQkL1wKlkhvWrAd19p/ZWwLIs1VC0svtRNjuzKQCp/MDmolkwH1HcLhqVOZMkYWLmDbfzxt/X1POhlduelc3I6kqIsRwU3ArKH0bYFPfKYnRuviC45QXpYWDbr2XEJPNVGQcT8rJySVbwJEx/kBKvGuRMN50a5m7mKb9LUZeTN+9maCulR8uJtQdzjwxz1zd9rvlsuK7Faz4XrlpGGX/OASnJvB3NGYgIq5s14EVrtezsDALtpquJ2kaE7XgauugZnvX0F03DTssxbpkaFVsVtdZLBjwazBRsubwxj0qCiDZRMpXKjgJsQItOsuRuEtpe2TxADOOEfpzXdsqMQVXWQ9TdqrVJmIa4cgcBRqihVfCUK+YoZs+WDPkklA1qUxHIHzMlrbpwSBkOgViaWc+o0TRYKGqLBX06bwwX9IWSq044Ws2ro65fUc2KrknFOMUNXRTsFKAxpj4iFEdVYK9kO2mEnu6UL/rFi27gsmd5Rpoua+7zdvK4FTpuB2dd+4xUH7W2ng+Fl33JBQns16D9CnDRsJ60Zc/bylcd9fOu4kVTct5QHpKOUcu4W1eed4UXOPcQ1pyg4ou6/bhqmKDQuKod1qH9km2Ggzukpdf0NhrmXg1oV6QjXNIu6htlQTNDrSU36lnNMKs7KCrHOWg/A06Sxgpra+63HkJLs/PZaJ7fyatrMLQzyJ618vto6CIln6ZXx/nVVoHRj222Q9sdnFrF1Jd1yS4GtMt8FJX1SvJ+GmwnKPXw3VaAXgywejZ1XXeroXtYkooQCyvnFET1mx7tWsTG8ZlZnhA/7GUlHcq4TZoMcQueRzi42jRvdiyitFmA+4RoiItF+a2oCrVxC2ZuUScsWrhuizBpEwdNsiTARGSPSOltbPthWvGXPGctAlJygNRl0AdtQMopjqv/mgBu++fvgPOsIItu0d6PaG94NF94BBSzklkWLscF9IqBbjEzQ3SWicaAGcyQbC2hY2SllLyWnTTRLNL70eXl1DwrwF623V3fXr0jFT6xKyQZqSYpX4nKH2TUGwXRQ5RFif1xPs1ajHFW/MLbMfktn+5Wkk0p3uPGF9h+wVZKKMgxuFHlZp67necwUO3tKnO+IF22KJbt4HKQsxAUPIhTb3s3noSFt7OC+5mlL7KPhMI5znVvyjWfD9eacs3nwn+FlU+7GvWBrbyqkVFNisoBricRECnZsjBE5D1k3T1pek9H9oum7ahjPW66hm1zizTVijYia0TTikICRGEhnlXlsyo8CpEZKwErmhlrMw72UP2oqu5XdEPUOara23UTSchaFSWJmtptcFpRtVFgWHSTsBUuuUhUR2LmWsRUShtNeYsr5QxGAL8HSKaAUlRVzViyMW00q0gWuM6kJFoQp6vKetXQaJraNW2nCEwwzbDu6TXM/Yplt2waN8DDFnRQtpzUHUeD5OU4dzZMHZK6k575tGU47wSOeoGTlvew7zkeQwdd+UlLfjlUPR/pr5xjr2zYb+hPK8BJQ3faM1701Sdd40mHf1yR79bNk6rluAVd1qlnNfFJlXlcBY67mqd1+0FZNUMtu0XrLqK9sr1RydFFLB3E3MREbUx+le5ERdomJC14Y1hQj/PmFuIcZU3TrHECG44zyopbonjy21rKFQA/n1WIs1DbbRtkoFbKfho37aXE+xlxLbeaiVOSHmrPTxkm+MPK1g7CP0C10wJrACtGWXU/rCTca0X73abtbk0vSypFuPlumPvYDq77naKol+WzCQ1mQdHAi9iF9gQtERQHvbSQVWJwrEctf8qZBTkLt2jVZJwcn3+7kN6EY4x0nFlzcIrQNqxVFU1yXCdBlLQkpIrxGVnWbUKwWJAwgyqKC/jXhH4DAbgxE1UFMYNWWsRISfD/YBTf9q6zo8uSlIAW1M47ZV+AKqFFtVnks0pMURwUFJQyLVeToku9a7ycimuhcS1MVhhkWyCxVLpgvnvfs0nxcShy/ubiTcri/IqBz/eLxAkmLyBlu+U0REArKNYQ1nKRQUFETIix6FbeToA33HJKWiBNrgrMqxvZlfnq1iK6SkkLN4Os+Yz8Niplxv6oCApEQe6WT7ocZD0IUpd1KxsexqpPQCmzl0pza9a561Vor/mMuK7Faz4X/plUd+lzlIZcBQd1bYt5UNR2YbCR1tZyBrgYqE7a7Ua83XZMW6r9quaAsMwQaEyYepipgtiqKSse02bjIjwGlaKGsMeEhNyFpLOUtWeiYM2nb/06dxfq4FAbN+xUvZOKuVNXkKiiQai7bV2f1O7i9l/n5iDuSsVEoA4StpBZYy6vSWHWNGzNRfXxkCqZ1CdyikzcEgpZQmlTPKLOJLSFnKxCaBo1bZO0dRqmES7bQ0UDzNyu2lqIe1C3T7r2Sc920nMddP2Hw+BBP7hH2Ed19V7DNG2aDpv2/brnuAGdtzRnPcNZV3ZCqs5Gqsup9vnYeNbRn9eAp3Vgp2Y8Jq1HHcf+0HjchqZN3hA1TRDrDDadN/VnDcFhVXPYkJz2NAc17V5FP0xpRjnbIA92Cqpu2tRKguWinCwpOzDQxpSzhmZAaMYVTScv6CLGZsrWzwL9BLSXkfdTuqmP4lr+rbcetFvnfN21fFYzjXN6afZeinVe4L8o8vZhVqcgqqf5+Yh4EFDsZFQ7RUULVu4j6nFK3w3IByGg7JEVjYy6mUpa2BklUFQpY1pWyvA4ollzOe9HovyYR1q3KSpWYdbLz0dXE+nlVGiz6NvIm1fTdmneKy+49GmbMObjIA552sILxKjpgNDtpAUgvtsBVuyquk3YUojTSm1Awg9uc+JGSg7g83RirW4rot3AIUpNdyepodoFgsQaKyRfSegehaW8OFeSEXAD1D9bNh9LlJtmAzctu59n0VMqelTEtEuUdpU0pNwGFE+C6o2k7AuXnOrRbINUGrh6K0J9EtLSzAr6NpNiE94xiTbD26thzqqPt2rn3orq5xGTICfYwoTbVZYwSV0O0BYTphtR/e2omB1kbQdpjCT7RopG8bO3Q1yhWbuovnpJyHGtcHN/pLtYy7qbD2LUB/6bC561Ba7gf8UM6z4lLyt6IOTfvdaUaz4frmvxms+F/86qubtVuqRnU7SSsknS3EOsraQVS9mxAdk5Hrf3Gq2GfVDRTcvuYd46TLh7BUsVNVYRGxazk0FrJQFhEQuZCLSSNhy2oIg7WTSnk2Y0Ja6l1Q3YnEur8aK+W7aOK6YerOug+iaqb1R1U1g/LltnWUu7pCFhewv3dEq+btbeQs1FzFHK2uJhTzhid2fMYVybgG3RjDWddeRKViRuJ7JQq6ypw+Y6YSZqrnHRNilpxyWghbqapKtX9dU69nHXutM2HQ79k7HzqGvfa0L7dctO2zDt2EaEa0o693Bon9AcNrUnTeVBTXNE6E+H0LOe/axhPG0pzwj1rG2a1jUnTdbpADqaaE8bsj3SuI+bTgjTRUd8VjedVNXnqOWwYjksO4Y5cT8F1BKGZgnowPIrNSEy2mpeBhf59YxqivKmFfCgZuqUwTqqHeR19ax6mADGIS4elPVz7I6L7uT+tpIinpur38kPFIUWbyfCaseeFFP/chh8dBq7NSooe6ntTlY9Sqv7ceWO39DIyGYp8aRomCYBwm9Fo/xEeC3je1LycTDHWt5KDymFqPE+7Lsf0z/0ute8AUHRo4MhSdmtinuVybQYTW6H4nfzXkHKIszZlLgHLMW4SJwRiG7mvLysVVy0PKq7NvxmAccs1xkNQTeA23kVEy+qVAeNUNwjtnoEHqsAgkSaDZqIyWgIKYTpESynRJVyBWPLo7ztVN5Ja9azVEmUtlpmPk4xb4BCiUS/khcshRQLKc799MpiSMyMCUX2BaZV8jDGpRRl1ASTAt5lSf7AsNxcd92lpzbZLgHfIlj28Objwn+zc55EeX+xrt2x8uej3O20lZdVsgoKVgXcCgg3AqrVlHM5aph361YKfH6Mth6Tb7jZq7p76hhLKOXOy7TznDVu4ianJniSYjxxrW2GbzIy9+8a7q94mWuAUJLUL0GOtTnf3PUOydd8PlzX4jWfC/+VVsBfmVWxBIvZRnHlqKRtprz1qKOc96O10GCntTPw7da03ZpxCJvb5StHsTZyFhLWVVCoFnW1MyYyZ2zk/K18uIOEWyVnAnZmc6FkwY2kwG7RWi16yll3umhsoM5OVt9HdT1EP0St3TIwxDTTX7cJtDYL1h4MDTKeDhzu521t1FapQIW8I5E2K9MOT9EYxLUF3FbMgomCIRkF4ZitGfM0c6ZxVltFpV0cauKWMQZ2y+Zpw9BpOnY7/hnpmDVNJ23jfsO30/Xtd40nDedBxX5cC4wb1knPvt+07TYsOxXjrKadDRSHZc0Baj8l3ScN2z4JnVdlTzvGk47radN6WZecjg2nTeNBU7dPmo+q1qOG4rIJPCNkl5hzv2o9rzn3YdsMUQ0S0k7ehMIAXOJ1y/JWGWhgQK8oqmVFdVjVx8B2ydLGoJ2yZB/W7eSMvYx4EGB385utpGSUu/tb75AsnrPH18ZtfT4K9MK8dJROeh+OfA/Po5JmWVGtXAmlvFvR7BTUZF49zCl2MtKDorofNbe8IOmWJlN3QxFGyMFMR9khpwD3MoOetaTzLuFZC5j4saQmGTDlY0pjRpZNGcpxSTMuxL2ctJcfd4vTVkkxJEZj0nRQmInR4m5l0qjA3Xcb5s2MjbutB806Y9SgiLqpiO5RwiMueMQJnzkaUSVd2phd5DULwip2UE9BdQ9hlyCnoXv0vITkL0lgMa/ZLHG4BSazJLxfVa+blcyATBhSLieApZTy93Hxn12yhTifK3/yYGmRYmbyI1SJ4a5YO8/U/kFgW+ab53mWeZmFz3CtLqXZ/xqkPQoZ/uo3b8oVDy0bmx4lBQHZcXA7ADKjcrFLuAjJ2Enjds6iQtQSWLwKK1lZ0bJVSHeviDJCSYAzLxU+Ma+I7CwJxuQkZZtBFjO/Qs0/ZGMrvPB9efS2LMaQeVx3ndeacs3nxHUtXvO58F9p5ZPPkQ7ttKjslTWDAtTM+QspTxFx5ArefsN1ipiO6rpJDaw37e2apVuB+nVFq6Rtl11d2NbL+TplN5H2VvOJRsaFptxIxl1Eggk0ACMWJGdp5izloh5BQLwgb5SlDRRoV03Dq8evewRKx7i2mTWRv662YtupumblYL/s6FUt3aqFyGvSZXuqYDNk5LGcDSlYy2lNLgqms9Za2IqljZ2kZVBQDlPSFiodV3STqnq/IZ9W1Adt5yHhPSz7T0jHadN5RLhmbdNOw3zYNuyTvhnumrWMJ33eUQ86qFoOMdtJ1XFaA49J/UXdedZynbbNB6T4uCG5bNpf9twv67ZXpO6iZdmv2/YR2XEVOqzadsuGU1J+UXafkJbjrmXSde7VwT4mmWLycd5UQ+TtHL9fkk5QcI+ADmDJIcbbwZUNwtRIa1qIalJWnmD6vbpz98quUoJhQt1HLCOXwMn9rff0IXVrxy55zynMRuVYRtwOic/i2iPEvFu1jlr8dk03hMUDTDEoqptFoJ8Ch0WoEObXZCokSEXidHt4I2YS2gxblbgAdzOKnrtF7yrKppUNgojVnPKCsbAmnjbkUmrMw+5515q2h7nAVjCyGgysxoI0T0ieNQnjNnHRpwj5dSk7u25bhIyCgJ2bssnKTqbfvBaz/Mmlu+0KMuJuoceojDokxYg+4xEKo1JflJ510qoaRsnJKygfRQFKVvqgYGKkFfSwgFkEKBn9fH5TEKIuR/gMt2zBK9vwsG4qFCvOJzTHw00/4y8G0QoopZo3aeCT+7ZlepLOB5l8CZMr3+ZZmIuBm7cy9DsO/aJXsa5f48pZXKdww666EYBuW+U0t+ohxN4wr6xENeI0U1WQSGAVPyvipmUil0gs1Qqi0m2Pcj4F3A5qBeYNaVTAi3HoIT47IdtMUbfhNWpqja19yM89Enf4mrT67vXybtd8PlzX4jWfC1dBJePNwe65gwhjF1WMS5IafBWlTjxpDZYcBVTfyzl3MNu0ZGoQxloVatasV6bSLGkrsLOLuxuwp13xNUvuajaA5s14wo4HrEjEXMy6s9W+r97OI3oEBVAEKBOqdk09KKjrGNgijMO8g8TAIQZ2imANU5BlTbci28OMU8wxQa3jmqtXtrZztjpuK5dd2awjmofggqOQ1KKwEysGG6itW7b3yoYZoZvWnJO6dlxX7Pcle6Ru2oT22vq9hvekBh007Acd50nDuksaDgjtUQU4bFj2atbDquS4qjwjFXu47bhiu4Atp5jpoqR8VrNektZzQveUVO03xftdy3nf+qJtPG/ojzu2vYplB5Mc45rDvGkCG3p18BBxPG17jrvuk45jWnf1CVUzdWV7pj4K9gvALmzol/VT3H5YBvfL+lk92ELs9ZK5VQKahHxSs4+b3mHT1q2KmgUVGTe0UvLfujdlbs6+PHfiWUMdf21mmESa2ylJ+kX7DHWOSdshKZ/hukZR101JG2VOvyAfVTQYISdgYSbBr4XFWJqK+ERe3UZUw4gbZF3ratr4OAquIwDdrJD5jEACApNX/hFWE1ZJzr1G6rdwy+OcdTvtpsedq2HvusvDjZkkRSfT6mMknJy041/SwFpaxwwENskkrR7f9gU2LOZ5p+tPSd8jj40Rs24jfgFsE+f8cktAGvTSMsBqw81KgY8Uhs00fzOyyipo+JiEXzDxg3Y+amAGFZsJDVXKoWj56wHag0XtimLzd97VTf//+l2c9jCm+sKlWwJlTyysZd/yUlRGd3GWFqm0bcEmSGXnVq+85y9Z3Z2CaC3J43rkUlAj0GqWpMJ5i+r3bi3Nalp0yhhe+S1YuZFa3UgaHgZEjKRUrpAxAwyBW7CZ2FpEbLfTwKJLupm7yY7d5KakshBf5RKsRdfYFsVdxdJmbU3VfaTH5q53SL7mM+K6Fq/5XPgvTanG5LOwYjctJbOaekbdLZqJX5d/NTQK+iam75EmomLolKFuxTStWLuoq5P39mOOUcG3gzvahUC/7CZyXqJgqWQtSNRTjbhL+X6s+zreuQw3GgVUVMA1SFvXq0ET0tyvXYmIZ6fiG+SMXcLeIyxdxNRsWtpFXRsz7MHmMa7pN0zTummIW4d1R6cRwPJQOedOwpYirCuizgoZJureFmYb1qyDjq/fDrUGgeFAs9+07XSc+w3jUc9+MXJc9ExPe85nA/9Fx3bZt5+Xbaeo/qhu2msb9hrKk5rwADcdd9QnTfMRYTmGgUsEfFmxPK9ZX9csb6uapxX1fg08aivOq4aTKrDfsMwqzsMKeIJLT0tXCqIcEfIZajupeU6q1t2md79pHtRt/bJ2J+MZl6Cdgn1atLXLxg4GjUrqGWqe5t1t2N9FdF1c3G8CI0I/bbm6Xd2gwevD4npGW09SJOrfujfF7pmDC3NN+Pd7OdYOzOymZE3M3ms6Ok39yUh33rac4Zb9onIX1R2XZX1C1iIVKXi7hEjQgqidelJPrBX9T4IOStKoKEgYRe1WDqLa9XcNxlUjpIiAgrhR6FHwi8DDNLjlCVKj/u1cdMvnZAbM8x5o1eLeTtu5OTc3YVoP2ZbKlruwZhuTy2AfA4kuk8FVZ5Rqsfwp6V3LWZbikCCuZsTMtCutKVp4GrNIp1YWNVQUWs+5+FnuapFGLa8LSnJ2yyzOmmR5oyjkoGWcopSNFrHwk1RaSMR3sx76uYvOPz0wLKxmHywVZFdW8cQvpQaplCCfkqUKgkyK6e7CooKllVHiK5S85M9pxVxuexsVsEIqsUevtfK4btlqVCdKWh8GnGybR5KxLSUN8wXlYkBCcxuXPcAdv5yfNq4W77EQ9h0UulHQ3ggy5rNrDyL3t92L2rRMFhWz46o7CeZqUfSn8iK9JdNb566H0F7zGXFdi9d8LvxTUzYbftlexLaLyXcK2iFqaGCGKq5JY5r/n73/XG4kyxJ0Ub7DVB+b0327qysra05kRkZGJMmgAEgQGg6ttQOu4AIOrbVwCYfWIEDNUBmZVdUzc+zYvX/vo11GVd1XyIof/IxGA4FNUPiytT5333tttmUUe9HZIsTOwR4bHTPYoEtO25lNjVxV8PtW6KoZuGHRTZdac8kxT4sc3GtjXBpuJ5lS66HUva43E81OqMN4OxzYl4j5CJ9x8a2Uve1kVj102wav+MiTWNz20aUEb3qh9cC/6jvXc/tylb8aR1dreDoixQ7FNvBuLVbsBHkeFHlyJiGTEbHoR0bjgDAt9OfEbJxYT6i7SeJxGvl1E/i4Iv98lfjzjvy4Sf5lR33aRj4v8E+98O0Eejf3f1h479noe8n/0E88DNAbCf8gku+6oZ8HsUcJ/ThC/yz4PzDBOy54Oww+sL6Hju+a81614Q99/Oeh/4Fz3vGOnYDdMshNO37dw3aM43aA3g7xS5HadLF5B1vWwtsOPBFCcwbadZ1XXeOuBa/aT7YXWgmWa8G06yG3bGTTcy1HwV0pMGy45t0jq+G3lRTL3h4jx4S9Tve/rxsXNyl1m/b2y+4yE2gNwjcDz1+msb9w8Mcu/IEFHzrBq65TKOnGZdm4aBvVVOuccpI2zvNno+RFlTLWIVk98D2nOa57z/DIeRjSVX3GnFWXMigL1tcF9IRMauNpfYc6LsWO4r6jdPAgBFtL6fNy8iSPnkvoSRs96UX0fNhdIk9aJXk5p0pmNHAaKHm0NdhAnKmzVk0m+KrySi46ZVWVN6X2xiyWBmTIg3IeMHGAilMopLCeD1k4rw31aXBMEU1oUqQh57aU1a6SRg9eqEp7auT7o9i//dh6+7ZvOmCNmqJbBrveRp1WIigvmvbjvhMYlftj6rrtqKh5mTAcVi5sKYuHdDpDDlsyqMkbzSWzIh80ZLHTNuSp0QAXVHEha9ZqKumtFHhhI17nIAvhV6dMB02HLH1+ENC8Tf3rj/Y9Gfxvtvy5lwSNOcePdds31b1/q/i0Gb8X1z1fTXnmK+I5Fp/5WviiKXt7PYdpVYvdSOD1MHgloSsB5looU/fUStC8iV+PsfU4JjGk2IrNOti8jqxa1Lrj27DR665rx4Tuep6tQK4ZfMSlWREfNOhOKdEtMnwu1+nSfA8XWeeADfb6xGIcm49j10zqbvZl5unTT1yLnsde4H4ee5DCV8PI9cR7OfCvN+XrLXe1rC8mcH9KDQZETyRbLNplwGozMq1DYzY2qVOjXnQggNNxZDWht3PsZkXfTrD3c/Dnqf39MvxpDb/bxD9s6Y8L4s874udF5OMMfTeAPg/Dv/Rcv/DQu0b8nYje9emHXvqxhz9KvrsRdDt+GhP+OIt/ZMH7AXzb89x20fuOfVFxbWrwHY8/CLGrbui6Fd/VyasMtWWpZRNdP/35XHTdo+YCsmDQQddz2XBvq9ZlDV4UY8uy777jfGgEH560jPXf1s0bxnrZcay7kSXnWrL2VRe75b23jLkV+W01JSZnKuoyp883Di4LlmHaP0q4+VSo0bKIHeiO93zg7R87zvuq7YoN7njzSLBwNVePNPfypk7GzqSALm2ZZ+zjpIIrmfPl72PUiyJ4hDtVSVAZDh8nwGPGaciZNHXorEUe59OqJGEtQqqy31hwKlKAORAF4hFlJ/EmBypaoRMmepICVRW/HqfOcUrRTttQ0p1xK0qEvuhQ1bz7bewNFVGVrSfCuVnw2IQoUolYolFFLOQqBhVdq26MyRvkaY+2cyBQtRgS0IED01gjp9awAfZpHd5zynKYe6kpnGjxk9dd89ue7qDqVdYcCgIwOXwG2GRKhQ6yLnkwYiEi2rJWWdH/iVa+wpW2ot4CmuSJkKUUUdbQcyhqL5BHNfKUj5tmiHKAy8SITPDZGxpX1q5NaA8i2CF0pi8pgK7dmjH5s4A6dH6Q/+4o/r2pfOjJBQ2hwEVB+X8KlpeURtYIOytvnuemPPMV8RyLz3wt/F1TCkH7tpQeiblrHr8ahiYiJLVs1YK/WzNyeeyagy5ZbFhNjNvYtGWdsOCUBXs9fNtDLnn0ioO3TPCuHVwzcZalWCbL9PB6B6+30V4hInCZjkCOeXLWjExawctBZNOEbobQzQT7sIhc98idGLoaBz8ssfs5dLOK3K3Q7Rq5ua5+uBIeZvnrEbqaYVczZD7FLnuxAUOP+diMw5c8yjcRoRUZsP4VF1kP4Js1ttkiV0vqdhF6t7R/nFk+ztGbReJ6Tn8a0e/GoV+WyKex53Hg/ZV3/3UIfhYiHyXkcRS7m2C3o9h7DntyprsJ+KkX/jzFf54Rj6PEHQfOhdBlw/szj9w1w5t24I4LrxhoVY5tOtSulrgqRUc171WHWNfxTSO5bULbemRdiyw64XnFuaualzX/Kh29yjvu6/Z3nfCHLvjI+BaV4FXSvamjt0189/SefOS2Erhuk09jCvvy39JSmL29jzn9ZcZy2TCOku550sklgr2SZ1h2D1qhbde9bbxe5DWrOLDq+jeSl2Ptzaq7nLXESRtc0NEpXSNpbsdPhllvPa1qlrT5wnEKPsdC1iQAOKMvaJeyBKibHmPa/VM7/KKIn6ERQzYA0F5nF3Clw+pAxFrD1U3/GePVC9Gjsnu/CZ7EwX2/7QWNHYX96kbY0PKcd+3nJae2qdZ88RtC576wECZXMezro2DK5wGNljB00Qyb1rh8Hf9xUNZ2qlohbpVwbS1pzMZlr9wGK6xRugE4/IM3fNg222jLedFq7pqVXUTW8sjisMxvk70yWfzOg5Tjh4T/JOrSEHZt2bOf0L8KO9W0zQoCAOmwpkwqLqRtO75sLZSBDhvUH4bUSxH93QD7HZs+aOGyTtRddejjodOiT4bY5W3Tq47FMjSbEqaDquJfMhZ5VqmqHcozOl3D+G0T+IY5/beS5ScT6MT/dkT+2fngmWf+wXMsPvO18CU1Huzl0f/otaPLPL3ohtdcYCm6pXpYKpv61YjYhWb18JyND/PZYYVaCoE575lxyKgLroTIig9v+eQ1g9xzxLoNid14vY1wDbLN4SwT5lrkoAuP+4mpRF2ysU3Lu2p6dwKy5fGHlff9JPZuiC+HsS8LXtbY4xb7tIt9uCY+bVLvNonHTf6Bj07EwOUgfDvx3k7DlwK+EZDF0+BBfNUjFiwx7YHjDrQQwCse243g2yW8kKLrXvRuZvo0sb0bIder9G5D3o+JT1Po3Qj+PHR97Ft/GTj/a2j8dQT93At+HOCfJuEPo9BD3/XQD9xMYh+F4M9S4NMYe8+g6xa4KDsf2+BfxdDPPHjTDawE66jpmdSRSxa67UJLxrtiHaOKVkiFexX7IufY1iybrmfKBKZN+6Shn9d8y3RoSTqu8vBdDvnYDT10Ajc1aJVzXTYCUx7dsP5lyz5pxqY1ZECZ937bmz5PmnJ/eLJO2Hopp5gAmJR11IhMqj627Oa7/krDWqpaBfJikPbt2hDPhaSGM1Ey56NOjAIoXNuGADp03sEdLcJfzWCNrDWbVaZiRxmfnXAYtKDMSZ5j4Fnc9RpzvY5bf5/2/pT3qcJ+XdIPZghjGj8LFOVQSFEJA6WooeJR1cMnhOuEsL2Bgf0g8A2NvClj+3X/m6rruKA6QTVvOtgfUUxeDR+lDGdpn6YG2ctGRdB2Qfg1bf+Z6JBPsLNaVtdN2nuEZpZyzXOWWtxaDtgxszMbvKCR0wb2Oo8b6iGlU2vBHY6qQ4nC30cDJ9bQf1rt38PG3zWdf6jZD0pGJWUFSL0sZjlyqi1FsymtM6r0alvUXvTbEnYLoddVMW0X+bYdfzmk9gToIEu8biaAUsxYD1k7HnPJ7cxotZBW2bArazrNwHYQP/yhfnycO1RV/vWC1f1YBA66iteMTeUNBS8g754LeNaUZ74enmPxma+FL8XKsJcvv1hIzsk4sZ3EV2NoycGXTGRTJFa9ypTN9rj4sE0KNXpcp1Y8eD+K7XhqyuGjTmBUwxYMsqsRmwY2YaJVxtVtQt1OTOzEeyItsPS4G++L6KSHzwVk2IpMG3i/gW/6+AMX+Tg03g+j18PoRoxuR8n3S+j9OvJ5QXwaRj+t6Q99eMNDgzYx5P3XgnM9CF1NPOu+73ri2/WJLY9uBWo3jqyG5EpENlL8YQRvnr7sIXMRXffx7QC+78eX0/T1Iv64orZD4t04ejv0343NH8bWz6PQB9axbaJ3LPiuH7uZOB8k7w0Pv+OePqD3Xedd33XTNl7WvdOme9sN/DoI3LW9l13XZQcYN53zkmfbsF22rNuGeyYYJwUnl/LyMd8gb5pVTHPGK7C+flU9q9v6bdc471+nQ5tyaFeK3rfsP7eRq1L4pghuWtBaQFe8e9kIrjOJTRYf+TX4b2opfzOVQ7nfqslDJ3lYzaeBadoxzQe6pf1cR0PzNrarGBdN10Xdmg2sGFuhBdB1baLgKyVc5YS2g+kKIcALH8fTUDIeaaa9BKEoo/KKTVWVabXBFyC87wjJQfA47VdgPmXKeFaSnRVUbrU/YsecgeRPZUpViJzVwop8GKhgp5haR53pMyod9UJROntDgL+nIicFh625by4cnjBn/y3j+8+e94+S4Ufh++Oq/bQQVh75XyU8P+L+o6JHVdQfpxFlK2stJLU9UjFDjdPExdBlKB94GzF71q9PBg8SxGErcp6IaB1Ko/PEB7sNqNGGO88wnaxq/aHp+b7p/77q/iHlPvHrLuzqV8APspTOzQP2NgDkXTocttRJZyMUTfud1YCqTCtE+kiI7Q/jRwVCE6d1DRxoRg86zoup0dlXGJPuM9Ki7EZllfDbov1tSnNR3tOze4byoY491HeVxs7/8LSPtSaX/e+H45+dD5555h88x+IzXwtPmdG294JH9bccerfJX1+lt5Pk1Sh3KWTHXHkudkb9htSkBk1SqhHdtn/FQms+ftsnF+PYSAh1+dCmkVzXI2uhWGuFag1dqu0ufdn+NyYJMN+nBRHv9UJdKTLroWMW6tUwvoOMO8gl69223atx5EoKXvGJnVi8mhcehuFNz3UvBN/3Al+mozbRSRtZ8P61ZFjPXJulb7sJ7dbR7SC16eYuWeK2n7wcxLb9+C0bux5At2Nk2IuMBUTowhsGHXViyy62m0CXQ/xmHLlkwQ0fuOyD92P4ceC44aGrmu2SRe42wnaWWQ/Bez56244+NsHLeuCqBly3bdumb9kNzSV0KwY2rG3bcS9qZqmtnRaBSdo5z3sXTc+S98+b8CADjYvwLGkfNxzDJiyUI720Y1my9ushoRqY1wPLNLzKBO6LkXcN72MZ2yVcl/nohEGWXeuq4RnlQysavHX/h+23thT53p55D3CnT02RUCiH27iEs5k/qxc1jaZSbKrEhnKY1K4Tztu6e8w4+nUFUzeUCSAfV7aS8jZipyk1nNR609ZkKtCOqpKYnvafdp26lOyntOy/JTVHIcdJHD6ukcoydm73qmHLEWrUqUH3j6SCIIAqquwh2nL8rETogm4lpFZAFnf8lakoM6VlJwmbEfeqc4fe+r6HO3yTAv6Ts37LGI8WXhN3/Lbo08fj+giuQFBNCdMmAooUBESjikLc3iEsXQTYxLWjkH7kPeBhc5XylCEz6wLKnotyVNW2vkEVRo/ip5BJE3XrYJOeNu6X5Qcdt7Lp1mbUF0GtzOp6e6B9mVbKQYulEDXX3dr4D9qq91hAnCxiaYSjzehpNf6qHTkbYadjUkdDyirhaVttkuKQtx2MFDbRpCw6Lyjb66TuoOxX5e3qEiBvHVql76y104OaRs0r3Uu1Yyxz1PdemJ415ZmviedYfOZr4e+a0tvzb3PQppdcjxCJiW2F5GWfGJajMz636MCDKtWr5kYtiquhfBW6baMrAV+MfGzP3W1gw27yulPd9KuiEM9X/K2iqlmApDQ+aSe6Yn7QSbICMeLDwxHck+h+K/XkEH0evu5CWz66GsZun7xBQHaz0tW6uOk/vXPgqmu+kmLXLXSbT162iLXo3/Ts8751MwvN58Rknp73Szs2+76buRU818PEXS9yJSDvBuB1n1qJkWnNM+iGBiVoUcWmDLZln/6u+KJFLZrBYRfaCJGt6LufBq5414qP3C649Wax3A2XA3rOBbet6LwcXSSD/apu1jDvGr5VB5zXw/OCd5l1L9LYuBbuVSzLvHaZsSxK4LIamQu+cT3QL4SXGadUdwgZE1+Bqzmsl/DNaN+yGv7SKrcCLUvwLhK+rZk+1NzX5YvrlGWK+UZF15RxizX7uBq+Kzqu4sfib943ZY92Cp5vm1ZLKR5MJsKliCVG2uqkRcIdi5p1XjHwtGmXcM7LrnHRMslZJpiRC8nbkRe5sLZF6muoLZ+5qKXcNcQ3xnUF6ukloAL+VHHLQOt/JICfUMNJOnbBxn/fQl5T4Kk98lMc+p4KHaVoc5z+oUsBlfhpNWslMS/sVTscStx0inqUVuMJbrWgNgcMOKkzU/VMEz98Udx/WfT/58Kh7IP2ftRcjJ7QlDaKHdejxpTfUg3LYnY1AuojMYM/pGRw6yAOTLBDMXLeCGqySaDhtBVOXCm3pu4/75hkRedJDDgiTd8TNkdBY8HPZVnNfsl40XFb8sBFVisLBvYpj6xgOW26DJWoCkePS8Yfc0enfPR3HAT2AlEW9rXjBzVKMQSVUkLVQBU5WMUGLRPFgaCXSXp9xygveb5NmQ6K2oOS4i2nO+jodMJ3Xv7QXjXJSJ2yGrK1HRHBFQZl5r3nBcnPfE08x+IzXwt/05S9mvnFjvBsu8FhKzatQzMBmfN2qWLZZoLLCsIUqUEuLVZSHBddNsJrBrnioUEf79eDDQHtifRMTI2HhR6HcHVYakJCC+zniFYHr7BFsZUV63GpG5oMgp0hxrH4kEcnff/N0H8zQDfzxFoCHwbh+yl5P0ndCbFLDt/y1I6Dt430bRW9qSYWPXg2CF32kGs+Pp/kFoP8Ylh8z2Y/sbGPDHQjxe4G8Y8D6H6EvevFlhV4wTqltn9SDa6r/k03uhWItZRcdOl1G56w0Ushds24LxumZRPe1YC5GLhc8Ss+tuNsl4JvVfUsypFhwS49yVbzfNC0LMr+UdU9j9tmMXCcR/oU2C+Yp+nzScY2KIOzZnDS8o0z5nnSKbVcnZqhUbcyaXOxHKxlvFLew5eD/Vpw2sBnT05TBG+arltBsW5YVjXHLGOeNVwTxrPphra52JrBrjMem+e33XowJm/k1KOyfJP8rpQxxorn+aShiyiLhHZFO0dx1zzn6aSdrYKylTclaIXk12wIyyym6cJvmYiiAdqE5GmH0IvxIJ8ARdrWT/pFzNOM2CBQEwsq0chPUVyTSGoKtLIMvgiDvw9Cv08HjsphFZO05/I2OP3fcrE3ZEKJoGoEkxOR/Tgkx73fvAqdOGznhNdrPbtQqtTRw+OM6tihkZUciq7HPIX8TdzMhVyE7TDhdbUC1hZoKtqMVb8mG9ZnsSMSc7ZpfS9tELJGkfgxC5/mUvoibMiptXm9uQacjYOHRViTjh6T9h+iOqAkdyXkCupCQXtluai14dCUACVq1+BaU0Zhqx6pc5GLCqXPRl7VnBc1x2HTbi1pUd7lKCNa3mHo4Z45ba8Tr2pxDY86RZdxZDRwRm1P8bLhkTEOXcekGGl0Y8U30plcsitZr5Zy7LXs31Scb5smRckFlJXHfz8g/+x88Mwz/+A5Fp/5WviSGvf3muheP3U67boWLbhfD0ksxHedk4Zv24BWZYhroLUkPiyEexV4wvjWXd+Ajc15YszEFiy16RN9HpsIaLcTH5XIURfiG6TQhMReQhLRcTk5aMKzWmDYCXMcPmaxJQetJtGrEfI4xJaj+M0Q+yCBH0fQ+zH2sU899FI3QmrDJ6864E2GXjewmYAvhslrIf4wJB579G4cexhgH0epzyJ6z8O7AXEzxO/HiU8D+KZDXgnhWS/YH3rWLe912X/dxZZPmiImrwRs0/VeNfHrLn7Tgu860dtk7I6D7nruVS103fZdVX1rLjCtRwZd/7Tq6JV+aDV+6LUBiYlMWtCo7BxmfeOUm8sCPK1nUu5y3FfPW6Sye1YB1ynzIm0dVWwS45mmtMMaIJRsrYqlXrfxTQfb8fU7IakVHVf927Z/x9h3bfOu7tpWVNOyes0qNxnfVTbyDge5ImDb+/431ZQnKnKB+ncx8yZZ/a5fOpRQtZQ17zD50mvexDwD1JWlncW8LZLVJ3CgiF9IWa+Yc9RiqjgE1CKqdug1m9wvZOzphL9etExJ7yzsp2EgHNXGfGdOSKvBVKGYBfOqadUp6nqRB1WUW9OEzELIW6cuEFieD5xSwQsEPHMg+3jYkLMqHMAbP7APW05I977DqY1pz7uAoW4EGKuTD/uvwtA4br1KWQdeZdPoS6rNDdiehC01/2lar+y6fmTCzoFVW3GZOVrDUmo2qq5AiiZt79CWJyEgToG2TtM8UVW8ZyXrSUHxMmqzld5aq+fOXMiU9KpLYWXXdlo/kFW02rTCD8vVmFmfspnp2GkFBVj7cc5uIIEz2G1P+mQ5t6xkB3iPM58wFQLKIm6voHYeBVIw0AYPC255W2vo2M2sA5ACZ50nZfEft+GLKvqm6P9G0vxLT/FN62BvaP3PvnYv8+ZZU575iniOxWe+Fp4yo82wlyf0/ZqJbcFcG5426XoLZrj4vBt/KurLBpKvka1isJWPDRvguAUuO9CYiUzZ2LqVuupmrrqpLQvNpchND160IrO6c9RGNgy5nWA7sbDpgPMGMWsiuxY1Yqh1G7kS4csRcjmLX0mx3YS6ncbfT8nHGfU4xe+H+MMwds1Sa4664jKbNrFrpuYsuH5SjSH1aYDdz8LvJOxhAd/30dshed9Drhn8Tgo9ivg9h39g4a0Yv5Sg9ci77vpvOqFpJzBiviwFWvHBdSc0a7t2JXjbBjfdyE0Lv+XAnYhuO6Fl0nHdfBoTnvMBgQv02JBUtDJVhdC1jMowX8H4QmRIurq0lU/qWvlgOweWUuE6aReS4DyPznLRIeEaV83TCrCoQ4uCY9QK9+pBqRFkGc+Esc+Z8KDlnJbCq473umvfVULXDWBRcq5rZ5OWaVz2bMjoJm9gkOPfeKXPl/ZuUXmp/O+dpLqfO5VI+dOvMUnaGdS0Rkwd0DaJmMugmbQZS35LJmrpYrpyyimg5i4uK3uPU1YjB7+uYgc0bTFWgVLmYp3SryBlFj+m8eM8akkEbU7M6o6cpa1KTKZM+o5aakfNA6Z9hrpDVdPIieBLzPmG8J2owf9GYy/QyHnTeo4DL5LqfRg4h31Kv1OWUJu6Ko1kM0pW9U0c/lAkHuuhXdm+QYKSUV/ALBXodSLypgAcl49e1ayAYLMzFk/X930O+54nNAL0n82ohsHtAm2ohg5qoZP4a11RcZw7PqzIjvOai5hOVVP7a9qLosWacp9mzy5a373qKGQ1vbaisZYAY1QGgAq70+IqaFV5tS3jPlJ5NDbH62BYUwXO8gog79JWPftZXJGyALWQvWaXZSIKR1RW0H8jGA8GCuXQf8B7z8SwkvIoBVJeJ9+y4A8jy48Dtzyp+B/ki73Gm73cnuJZU575eniOxWe+Fr5oyv6LTurVOOtpdF29JiFW4S5H9TuxqZBcskifgRutaLUNz0r+Xhl5spYlE9t8EQLoRgSvheRNH19I+G0fv+/jN53IrBqdVRNrlroa5LcivWgnZwK5YaNTBtly8KUQ2jGB5RBdDcgrjloO45tp4nGSvB9k7njyro9cd8M3EnrL4TcD6kbIzrvImkHnLeSmE7+dEp+G2M2QvOHxzTyxHFDXLP3Qg2+50FUPupKwyz58I1ILMbyWfNc9aMXH1l14zDp3PfCSj46H0VEHHTbD83Z00oFmNd+Sg1cNcpSBp3loXUOuupFx2zTs2Fu5gFSG+pXAqm6ZFYLTFCiUvP2MY5wxcil3LwPOStAkFRBJp0haptnwMGPul9W9snHE+4WaZdzwrgv2ecErNa2jrnvSdc1a/n7Dw5VD82bwugHdVkKbMjio2CZ53yJvWCaC12nHpnQxyH73W3eh3ZOjiLofcu4S1pjPucxZ+rSDz5s6WQOaNmcpczsij3x3ZtMYCiZNFbPn4rZOwtWJWKjwCRrReG36tldfiypR1B6DbeWqdpA2iNlzLPESyMnS8EnEq6SCPxUgZc1nynttsB+oWnxlo5sKAUXvm6Z1v+s6zdleYL79pPUF7X3ZBk4aKn3VuF+xqminAQ6oE0Yl6T1nACVrfDXx6paY9SYXmRTUo5ytY7Y10krO/7pD7zUdf2q7X1Xfvs04ZBWLumR8mfN/zxIKFjHz2EmTVIogwMIKET1sR86K3pOgTO8wHNLu10HtIeLWV8/1xRf6JHBB/XAI/etR7l9Pa4rDnPuidKGldDJKYXb/4Auo3ZjH33Fb04gxgbwK+hSER5V32BNRcwY05uiXLeLbLAHU3S950ynr1RS9r1K+b0WlbOI/YyzKue2CcR+3/bo0pW9mZWXoRz5mFSBHEjIcG39svHEn9wKxPcU/Ox8888w/eNaUZ74WvpSq/b2uW8PkdMNSsFSIDTvYmItKArnoENII7jNIqxcftoPDdmiYhYQCMW8m5xKyE3zXnO+2H9qK2OrJG3jsUUhdVsLLQmxeTY+a9KqTXNSTyzZ1ycWmHLrohnZ8aMtFNh1sKUSXPHHbiW75+GJIXfaJd2L8io3dcLHdGL4WiF0v/jBILiVqLVDTbuSyHd/yxP0A3w6gayF6O4jd9IjdiNjxsS0X2g7c6yFxNYIf5+DdGL7iHNcssGKoqya+bj9JDH3dQ3YiOuXSPRYdFsKjArgoeKdV67wZneaIUS4yjMOLEjoRoGkzOMrrxJx3mAkMU8FRQbcgVDzhZmnjOKUZpFVs2tynPT3aPUo72jEHE3ZLcfcga+plvINGUKg4hox7VlAvWpZpyTVt+Qdt66iCrBr2Yd3cr9sXZd+u6r0vBy8brnkxskiFFhS09XhvKNtNwlbLyvD933Zuyt4euqe/DKo3tuAiqu9CAJs+65MujDqDa7Zo2lrAZJGQoRQyVAh7nnR14gBDAG2/PO5/G3S9JG1AKayvwkDAFspQPppys3kPk1PiKVk4c+aLnVWdvy+7XggRhRAyllx2NPii9OKY3leW/T+l7C+7tpMOcF5SvQjZ1GrrPq3d98vk2UMNHTyqBl82Qqqkz0SF9bTfk3QpOg4VbzhknTbRoREhbddnzFPGBq3pUv/GwH/iY/v1hKZEWiq4GQv90PT/RLgVtZBXDPiaIQOPKtrB/S78QyqiaELf4AZZWaGOhI7hoBxx/JF27yc1QE6upHQHsGbf/6/78L9+m9MepsyHQY8yCbymADOm02gj5ihkgRFZMf6SSuwTHhnk0ZdDsiKiySeUDeKlkFBko0f5ADCyukSjjXcpK0pZK3o89xrnUcPCrlz7ZClElU0aknFVN66rOu1sONoD3bjb6dQiuTexvWdNeear4VlTnvlaeCpUxN6LEnh6iXs7jdC85GfL/lnfOeuGJwIxY4iBmBlXUv021C95mUqkUSZ6LXrEIUsmciPA2xax5ckF96VF7Jceax1s3QkOOvSgk14UiVktNmlEpx1M7EES57/uoTsB2ojRuRjbiNADh92x2Lz/5BDhGxF83wo99II3Irzs45cMtGSjOxa9rsFLhlrz+G0/te7HVlJoMo1c9Vy3ffxaenIjcMMFLkXorh2+Z6KPfc/tIHLD6m8Fy02TWEqJm15818vc8plxm1gw0LiJ9OqGcQ6YxbXztL5Rdkh5v1T0i1Vs3ibFBjVshscV96hs6hccnbxVKjj4rEpIa5iUc1y092j7GFcLAa+A22sxWwP1FDFESPrFPDhueId1eN6IDEvOUcfAld1MJTwteYdNbFGCZiVsy3gv8+Ft0btKOtcd1bpp31Zc11WfmHf0Me3WccKgF2NIuffbr/Sx6NHvvAOzv6c1zhPAJueZpwyTsrVQ0uaTQC51kUb2G7hhHHvbjiuLsKwaPqm7ZH7bfxTtb+mQvAMpCqAu4fXlPGA5bBcjpmnWUk8AOtoRR40R2/d5y4uiRlFQWXIGTTh4RO8fZdU/pXU/xa0vkrLz/Nlpfl9uc2lsgBJT79denORU6pr9Be/9fduirFs00TOHNeqNeY1FeD9HqZuhi7bHxfnsQszPkp5h7nQGH/fp0youKydlaUQZC523g7Ki5ZAOmit+gLObeJemY5Uxrv/MUuospEwgp93Qn8r2o3zwkEb/LeU+Len+e8G4XzEeWMP7NrccVbyC5C9hxe8I0x8CigPaIc8ZTpp+HQaZQpiaCO1ToT9UA0dhqxLXnubsp01EVsNNfMw6COsLmCIJKZtB9xCyDEAl65eLwcNh9GDmVa6MKjEsbwbf5kElR+gn2Fk3bhy5rTPQ2fVdhJWmvb0vS5L/2fngmWf+wXMsPvO18KVQ7e8JbmO+bJrmQlw1uilbL5uOTTOy7VALNj9vZ2eN7LhGjStYp02IVWpQxkct/JJDtnxiO8rshNxSSM769DWXuWI9uw444LB+I7GokkMOYjlSlKCWGBNGyEKKrCV4PURWIrHoY/cd6qEfnw3jw0noahC8ZCzXLeeCQ+ccNOPAlRTctgO7FrRqQ6MnrZFC2x68kaDNFLqbwTcisRTBKza45QP39eh1G31Xc90K4A2D3YmhB8F9O8bvR+jlnHg3jt2K2LbpX9S987p6UjYKZcciaZVSPj7vFvK6acN0WcHmJXReDs0y9mFdK7Y0fFfbqXiFEjimdRKu7RUsg5yrl/NIpHUCWwXUU6J8BQRhIiAbi4ww/bjgnWfhCYFMUxGRDLFPI5OBacl9VTfNmsFtx7to+hZN5yIfGqdN09LZJuu4Klg2GXu/Zoonv2ujJ31c1iX2Cr/13BT5nseMBrzUmVOwKDshqxS3D9KmbuaoXZRzUW0TUowQKx895RFlO25JIKosYc77jR2bjnNZqu7jQORtMHDqRwMoGaHigTrpHzTBZikcT7hSEW0WeoHZXjSs2qL6JwIEcshZ1qNBX+pThp8o+QvkxUFCq6IN+3a345VVkTnTxc9OMmfnSe8+7T5veA8puzwXeFELGGvIWTN+0qL2ywFT12SsewK8xyNC5gmq30J6JmFtQYZURJk9/bZqltdM/1YyKvxaecJ1wlpPGmZZR31a8J3Uoro6ZuGir3j8Fe/8JhL6lwh0WHS97QDft89fNmwHNK7w2+VpnwLWfQsbX5KKP6QsKsR0RgXVtBJAvMagUR/U/66o/V3aqK1oreiZtnhwXtZY6hrL0K2dR1RN+KAY0detNjbqGIOmmkvVQQ8m9m8ngYO52zhzKAVQxaAmgTJOSvpS9ocmCYwgQ853cqF6sfelCe1zaXjma+E5Fp/5Wtj729wUL6pniXC2Cc3TqVU9cl/17WpPZRW5ZGMznpL45KKbH3ULYpkSq8gigy1LoVUXvB7C1xK5llIrMTNjMmsu/ViD7rrebTU2b5GbOj7moKEATVhsLMADMTiVYj2RuGbTl0LiukRes+Rjk1j3sQ0Lz3vwqh1cdbyzFrJliY2EzHh4LeJXVXLawhdt76wXXYvgZZd4mCTfT8i7IbUV8B1nfWTBWy523YyshPCWx66Y5BWbvl3gN3P0YYE+LqD3s+j7UehSCO/qtk0zNCuCixI+LaOLPDJoWCfVs1VDOUmDywQ0xAJLSislFc2qjs3b6pUQk4yyUX87aWQwU7vqYOIuqWwYZz3dpJNNo3XC26VCvZhCQpWDuGee8s3xwIAE5+nINBueln3rsmfTVN8xwKLmWFYt47rly4Oy/bJwPsubtmnzrOZgS/pWzlKmHTXMUEf+47e/moIG5H3DvhR/w3qPRAyop4FuRMmUz/iUcgrJR1HzCDsRSVk+bE3FHE3MWUUt3ahHtPsGIVsZBlKIOg8rs2FXthhLIGEmj80ZXOjAtbiNJixO/zHi0+VcBsppIJGTMHWWVqhg1X7c9qJmfkFbjhDtyySgzLg0wTN7WHWRPdPBZ6rk2UnCuk84lTH17/2qN1nMwEFmAdUIqLYNHNY1NtFkGrkCI4NjDlgHXpcAeTIWXcas71jMQ/9xJSZPe/9IuDU5+0HVqqxoFDn5T2nTQTZ8UfKctMBXXeTHuPfMAbzOQEclr64G6J+0oxiyOCLGLGpPOJVWt8t/dBR9oai8PKN9RxHHKww+csmPnEe/85/9Dj37Q8dqrVlspfBFwmZuXph4wDq1yOaBg2bsDzWHjLVrpl7VmDD2Qodd+Bsh9JaJ6oSgqxd2ilHbOHLepY1S+nUW0ZcwPRMKFGC5OXqyF9p7MpV/dj545pl/8ByLz3wtfKlU+y/ihL7Y8HFlnO+Sqxq4ZDzLnGfJhlf10KxN9JoJiSsuatkeQyzr/mkrvOKxp8J/J8H3PfphlL0SMpdC+q5ZvGlDj3lw0sVmAjFiKInDp3x88WQhDLESfLMeuuygG4G8K9IbjtwV0S0HX7ORORO97CS2Ir1kkJte/JpHNhNy3sd2LLnsUKsmOOOwFeN9Mp5rDrnrkR8nxOMkuR0i73rQ4wC8YYPrpzdh0c0A3nGJu1H2epq82pH3s9jjOH438t70oF0nvGuFl4XArIGLNVIq4f0m0a+Fex1rv2qRCqEBAfbpwDJt4csAXzbXWk6+HOjkgl3axBPuZiEgoO5e7kIompm0jc16WgmYy4TH1CsmpmjHLWIGnGQ8i7RxgIenqdAy4bvKBa9LnvuK/a6ru62GdxnXuqxZ8carimldV89T7mHFxGfcnYKtVrQKRLCO2bz//+YZv6mm7Mk73m+ZwFE5dRJNnzNZE5PXDhLKQVLLR2zlsJpHlI2INRs0MKBP9FiGYUvD5aed9hJiq6WVfNwwxezLuLMd9dTpqJQI9Ri/2HAlc6Z4ANBYNJjsLGN0xqETOqUsYNqK5xjdP6q79rNeTVKrCBjOa5qD5pmuaDj1K5RBQE3saxIvzsvAOWvSJD36qOski5y3aDWH6Gs+WVqjLDr/KHoMI9fppV4+cskXPn0TAr7suhxycWHriLax6ZMofEphb9uh85xHmbSeFlynpPu0Cp/kwt9Wg0dYSB8CjhPOHxqhQz5qaSDWkj+ckJsLTnvjwsL4A0WfPa520f96hP7rKfX/+jYUeKUx/klrOXr14g9++3/PeE9LAXkZVRSDp7T/dcmtFRTK2dkpCxzWtNrW2VlRoWR9ygmmysYOqolvBETZjOjaCWcZNy5o/SQGDKg/CaS2mboQCd+A1o8gdwtWmqEv05L+2fngmWf+wXMsPvO18DdN2VNA+lot3KrAg1Jm3PBtqshSiM8HxK5HjBmCa5Mig4ss+WVWLBO55PChRG6G+A1PvuOIBzF3x8VvGvS2m3j3ZBU98rJHDkeJaT+/YrJLNjXn05fN+C1DfmASN3z8oYXdcMR1G97x0fdM8H5AXzPoWkxcCql7ntq14bsBcjWMbfuxGx6esehskFoI6Iwl11zkikXve1/mqVwOkldD8t0QvJtFriVky8KXAnzdx68H/hsJf1ikrzaZ+3XieorOe+5NL3D5JDGNyKoRnBScg7KbK3j7aahb87XL4U4TEMqBfto3LoODWmhS8vFdy6QJSl1Xv2QbVByjJwWhkEkhMoq5xsmjMengsOCgBM3JwCwJjGgTk/HyJeQyZ19njNNEcEgH11nPpuLeNryr6ulGdG/avnUVnLXtQ1Y9awCTlL2ZdPJJZ5IyVRLyBn0qkt4eaoqeOvf2fuMptPK9mLm0Z8v71JTDUCas5bR157VvE7IZoh1C+hxoItzKbMiQ1LrwgFyyng9hDQ9a4rCOyikzGW2r6p40TcOcXcw4OjFfKxlk0h48YS36LSmLOfNCGd0z5g2GsNOMQtp01Jk1u0rWUyx0lHfuh2wvnMCbpPFNyfJ7x9GJyvr7oO0EPZNHX/y+ePaCDZyXTOqg9STtf5EMvowGT6I2PeH4pmo+K/tfichB0/kvg+j/qJGn44SyXP8fvbSyGXMNcW09ri2SKiaiKEM/tOwK3HsCObUV1NMAfyjjp/WAJe09MZgOY7JXLfBNjZBxaWcLMzUBoPp/AqLaJYS0TczTCb8ibTJC+7b29rxp/akRMUVUyoxNVTArWi5dB9QWAopySF627Vc9LztmmeBTZS2+jF1f1wCFkyPGB7RJfTWuK9LycdY8okwSbB3mHJO4bRN1DQL6LvmmjDg6KU0v5h4X9L2S34x+93w15Zmvh+dYfOZr4e/FSg0Z2Jyfr0dmDeyqQczb5ErKX4+Kd0NixaXXIjXqkXw/3+eLm3q2187PpeKKzV+L1IOQvpfo+05i20HuBOpmCF1L4YUELaXYopNddp+kJ7FoZ5Zc6pFNfhATn5nMe5F+aCfumPh9B/zUI/4i0Xd8bMvAdyxyy8E3HHjVDe362E0HXdXBZReZMtEZS8yqnlU3dCdGbifkwyB+K+TvO7FbEbwT4OUI2vKJG4G8mYSvpMCuD13ziQ+rwudF6nYKXfa9tyx2J8Q2zdii5BrV7MO6cpzWTYoBKQN2Kl4u72vm7OOql6k8veRrNwLjurdfd4jZ8JO+dPLhfjYs1cK9RIiJy7i4YRoODBKuUcI/y/hXSW2PMgjZ4Jj0rpKGS1K9pfSznHFdMe9qrlnNPepYRc7e4yOLZnTStPJtwyynGWQAjvLyKUuNNiVAbRIE+JCtj8MdD2rdO/tNLSX2pb1bqfRt8+S7qUvTotQD1CqBKil12KXfsKS5DerT/gvSa7NiKgui7CLySeJkmNP1MxquoBOz/lnVLYjBTtnDJr0l0jNKu9MpSxICaKc1I9OCCn0+fEaYNJhrX+PVajTuNODGVbpS6KeQ90VIcwRZL1CX2qaQv1L98Gr/jcp4SpwpghYVoX5ZMr6hnecZ4CVm/H0CfJPwndMBWUmhqhpeVc2mdPRVA/5dOvpWxFTDyvll/adpxchg2k5E1/XLWc/bLnIgHZ8zgIw5V2S8/ua5pxO3VoOadsyVjOqR4B9jCkXJct4NKOv0W4ZSVyx/KBvNHbu+6XE1oopk6LTqVtQcb9tGzTqs6kOaTtxMR0x1xN1wuepudyNsbZr8Vfd+0XPYCWkFGMjS3pTHxVksYsTIucx82l+GNNmUlsu87aMXU8I0gLxr3L30BvqgsgrLUklDE/KJif1B0s7SSjT6pbPfPzsfPPPMP3iOxWe+Fr7UqiNFxeVvdLBl27Hk6S1PXAqJJVe4H2U/MPENh9904ksh3mYTrJjpN+jLbnzJZC9Z8lpM3LPxd6P4rUjfDQt3k/jVEBlI/jELzavxaac4LiZmteT8y0h6KWEPvS+dTt4x8cc29Y6hPjSjH3nscw+75YObWnTDRh742LUIL7nwTgp/mYnStM0alstOdFbybsvemzZ4x8Xvpui1lHrfpW47iftGcNlz3XKxXZ+6khJ349jjkLwSoPse/l99+n9OIx/HwW0ffGDhuy667YDrWmDTdo0Zy6rtXFU807pzWvJzeVc/FZCy+kkVEPOqfsbFVe1SztFKeRsxj5ANFWm4m3bxqUg7budxx4xyjJEv93f6Sc8E93GkjyV97ZybyQCTomYZt93kzm4ylqtiYFkL9lreAe+XGO+ijs3LwVlWOcvaByk9n3PPK2ahpGsljGG7umP3iEmvRERdR6rfVFMseyizR7e/HVFHQ8vRNqYXQtq52+RO7NfqhioFTKLWkd9cigNpylKJn7CwTEppxISqWVANc55BPLAo+iYsIJS8VdK8LAGzvIPPG+OUOxZU0wENBp3j4Ot49CeN8+i166fXgNZ+ZkqpABoy5iJniEGRVFhQwOq3qFWHcseL3+NnR6RfBztN0cCTqZxn1HoKeBPzntBuRQsy8RF1J3jR1BhzCmsLtVV9Z0NcM4hfbBLyfkU5DhlqEXsvpJEiryXkgA+cVKIy3qnpuBVpz0UB8jXIH1DyouQy0vgx5ZbFtSfJVyoI+CEd0qDeH5JWRVZ9nPSr27YL1HRaMCu6RkVL6+a+t4lOuxA3UoQyQTrSpKmGuXhCVve6un5zM6ipe1RC1DDOAkXa6Q9F8Kiv6XQLmLODmPiYJREwtZGLrE8uhC0T1MBB9jHqbqI6gjwLYS4Ot7cCQAU/RA26vx+Qf3Y+eOaZf/Aci898LTxlRu/eHpgyCE37ZBjcSMRtP7MS8qtRft7GF8OAwMe2rfi6RuZ6ZL5HTnr4bQtbsqDIwyORvh1QGxbaCtFrIXvdz+x6+HQQuH0aI2avm/nLRnJWi13x+S/XSwRqLuLvOqlbNnovxj4OQncDdDuKbkfookcsuombavaOo+9aqds6sumFL/uBMeMdtgzT5pNVuK8Y44PkehDpyyF2PQrdcOgDD15K4W3XezMEr6XMTiIfJeqeI2958qaH/DLC/zKP3C99VwP8miWu+NBVF9yy1su2Y8P614xv0fWNGvZR2yylXELaPCiYpfz+PAOwJQuXjvB5fzcb6BeDvUJ0iOO9TILPgf0MUs8FBqhnEvcNkrYFDQ5KwR4Z4CtupunkGCtT9N4U7beU46HivinGRq3wgA20606Bjo5yMZ72NSkLi+mqBW+7FOhVbHxLzRc1fUIrun6c0ufDhIoy/aaW8gXqW7ThbKaUTFDGQ0dT3CKY1Z2ku5Q3CVlgi1pXhHqIWWYJVY8yjKJ6JmbKwbZaQtlKWVpx8zAh44sHmYy2l1IOc8Bt5qhHeXOgvgTasuA+Gjh2By4casVr2xnq/ilsfR32AgHASMac8ZCuZDDGZMaE2u12e5M2fU6lTquNVbc+gZjCWl1CZsqrnQmjVmk7sDtcTBBoIsY0rk3Cio7fUsIsos84sqjH5FGblhUpazEZoqLmFqUWUHkPOWBSsnra3E0p+ODLrE1dBHWllKaC/JCkbKnAWTbwpnmqLwEy6lgLnStp4CIhl/lNJ/XAftlmzcrV8NGPzIGpJTfVXzrYiJ0l7G5KZreri+5ADlZTTiDjkyMmc9LxbdGlaXiVY/qwiQKJiA13umsBXV1rEsIeHvLwgVgzFOQ9IRa0MWFAjJ71YtYJJs9gh8W4qunUtEm9F3SUDbIW8Lz14DNfEc+x+MzXwpdCdbrXvPiGawXm3cC2hSzF1LtJfsPk5j14JASGInbHk5seUR9FKmtkOkiuxThfRxMcNppkNlzhblDa8PCWj29Y6qZPrqb49ST+MCzeCuXbZmzHJJ6evOXxVSd+NaBvudgjQ9wzsfcS/n4Q2w2QnUheCdSmmbli6F0rcVuHr2rQlRS8HQb6jGfQDVzVw5ed8N3Ifjfy7qTo7TCyEbzXvPdegHZ89LoH7wbYfY967JGPnPexiqxagcse/DiE7yfBKylyPcQum09qBe047KYLL1lo0fWu2+igHWI7AYnJSnW/gJo5TDaivdPc8bjsbJYivRxYS3uaOec4E5zGE4tiaF6EhZa1WwpxNS+XCa4y0V7VMa6HWdbdqXpExsGVLdOa/iqj25XM18nQqhCZVHxsS8sVnTzt6CVANg/00INO3NDIWeplb7vuKBXM/bp3VTcMKec09N24/q1f9ptrSvCkmQcWVHhh3+Mzr7kEcBk3pCijRNmlJLDCThagdhw5m6JaKa+qJp5O/c2piNFPAu2kNZN20fF9NHOSKRzQ+ZNx/ttF/oAHlVmfNeNVZb1HoPV1CpC5Zdqg7DjrOUs5z9IBAxoAYJ+e9ChBrQI6A/ZkRshlDTt1xJEu479AI0rY9Qa3vvS/UJEvnVGD9ZUWsFqBrM3dDFz4YXWZOKvih3zSUYsAjNtWxqwUqsrkAi08XIWClaBeip6PYM00fT6rAMu8gg+ftCwHFZOZC57yYWsnaMnGgNbRYdH3pmTydBT6klxbOz9p6eR16/ct4KRx7oy+NCTkFyntRdOiz3mMbMjdxRwF13H0Qpv3nGfNdjykPHBoocBZzq/NH6kbGq1ol/Ou0xaga4U0hbPjhslIecxNONiMh0XULUb9LGLq+S8qoH6B6iaQWoCOSPjHVvwURzQiZVkG7Lf2vdbz3JRnvhqeY/GZr4WnOpXe2xuED2+qoR2L9jlkIaHbIbkbUPOyb8Yhlwx2yxJbDu9PQpORa9bH5wKWZ2J1juD59M2oczPo3syKWymy47wPXepBoG9G9FUv8yAU3rfjj/3Idpy+FOmlmLsexO/F+K0A3XZSH3rUZ4n8KCU+ctR7NnsvEFcsddcC7xvQfTv0rhm95yPXXXzHBB46gQfWsxP815J2y4XveOdWQq/52LVAvhfI+wHyKETeSdgvUuj9wL5j3DsWvhugP4+ID4PYwzBwzT7JinvLRh7Y9PXletXPDxhy1QJXzSDXa0hCo1MvcrSz4Q9049Z53jdo6lY1UMr6pSI0SHrHdXiVxzZPzzQuBnlP98uSadusQUsl3zzv5DlXre5udaydvG/UDMwrrk3HtSqFpbJlXPRL2eNRSyZldQPCvsgCE1ozRjXDsKWZsFZy2qfSXis7R23rpOufZU3r2vmA3Qsjv62jWL509+sV3X0K7CC2StS8iJvXWcciYawnnM3keZNUDsPKlle7SKkKaWMzrUuGzY2IBSYv8gSQSepTUW0AP8YLsmzmj+3Ky3LugiTPXT5zxH9GY3/IuF/k/T9VXfKgT0kHzsnwWdqpThtUmFEVUh3YXBaV9UAlAxw2FQ7sE6GTMKykoVew90Xc+CIhe0GoLKFDC2yxxGz6jO+8BKgrPj2F6pqoopwyVsOOfNBFh4EarmVg/TDoE+2Wkc22Rc0rxDxIGi4zdqEACPGLDm7iQ1rRey7Jfyg7zfnQv2Q9e2nPWS5kS5v0cZ0santZjMiqnh86LlldYyPkcsR0kbZdwKAWRX+gckArauCQo7LtDzWzouRTkWYjFFbmUHkNPGiblHmNrnaqrp0rGyHjk5xlsAvM+03RbWyQej5p7ydfDuPqOWYfh49HiGkKyaceY832QzV8UIL3GEpZRa3TF+4JII89X0155qvhORaf+Vr4e7XiEPU4hYxa1KSADVrUqk8sGGTMJiZCfCaSWw6ad4lR2z/uhhZdqM+m+S7VaCXH7fiyQ27F4m6CTUb+Je+7aadueHrHUJdj+pYjH3qh+yGxlsjxILsQ8zdS6q4bveHxWw7/0Il+ahH3Tfi6lLxr4fMKdt1CrknotoZfteBtl7hvZFfdxJrHrweWcS/yZY/ARvyyhtzxqfth+mqauR4lP4yoDwPkvuf9WQr8ZRL8ZR74eYC8Y5FPY+LnceznKfqBhT709Q+S+5MQuL+cvb/bbbfrDR/fNKN3PLzpYiOuPsuEB7FQL2GZJJFezTutu5YF/6AYmGbDq2JkVUSmNbBftI1TLrHknmZCV2VyU4c2dUwqa7m8slhSd0i12LT2Cs5+xzOthap5r5S3i2XNsHwhFc56WfUYMswIQ5d28BEbgzt4XFNIn3FlZb1q58rRXtM9rbtX7R8kYW/vN9aUvb0Wvie41ItobEREZyn3ZcL7vnm6rnuXlLVTtAmouYPqZ7i1i14wxYsGpezhFjYQzOCqFqwtYs6U/6TilyfglyXvfoHQZWnAFfW4gmpP4jiCHjnhf6EMR7RG7TCYwlHAZXqNWo8CioOA99iuVtpCMjAEIE4lBVqp4FEKO83S+2HkPAOcE0EF4jqPuvdjLnvSJqu59EXXed0qS3nV9ZCGCMvKqIeFggmrs0H6ubhqmPUKhGUW8K6Dqiv4aJ1QrzPfD/L2ceYkU9RU8xYpYxtBMhFW1r2nRfRVPfgDHdFkDTbSoYzaZErbARz4oYSftKNA2a3N2U+KPlkJMZYduidNicSP6yVDO6/J03ockxEObdKtrJpknYByFH3Vdcs6nrOCzVHTygTPIRu/IFKvs7GDjl1dRl39rKtLHQ4oowQBsxgwhN+yNNAhgWbQ0TZrhlF9Ef19J3oRNptae883fZ75iniOxWe+Fv52Sv0DjFnbbaqfIicleNIE573QrEesGHTOkGORWDL0pAiJNUjqhqVyciDGhXxuUM5L5dS4Ru3KiSWDLXhyxsV2AnXJx1dDYsaT1z30/RD50Efei9ntILOcZDd9esnGdxJ4L6F3EnnfxndlYllHtiVi3SF2Ffg2TWxz1GWPuGTJG4bcdVILAZtKgcUodCnStwyxzBZv27mrcWG7SN3MyKsJ/TiJbvvw4xj5PEN/HWc+i8k/j9Kfx5lfLql3G/rnGf7LBPplEPs0Rn4eI/dXkw+T3Ltu9n03/tAFb3rUQxeZ1+KjanSYI6QiPCzEBg1wlfNPS9FpOXqTi2660VEBmjV8w7pvWieGJWqTAOclalI1T7JfZm/0Y1Y+bevlHf0a0C9axYqKSTv5yhs+fyTSRwxt6EDAIAoMSXchYShj9gZobMCGDqpmSgCT83cy9nHJfFlUviv/+1VpL/obS4p9by+x1wr/e9+P7ojAI+V/yOgeG45lTT+Ne0QymCNMfNDFIJYxDuRJfbmgbSAWnnKwAaAJWzIxXxHSxSNGLCrDnMo6qswRQAb7CSYvsKQ8lv8BoGWI70UUPHO4gNcmq9qhD7/4CXW8xkw/xS3HCHAW8v4eArUq/wUUeAMHXxLEm6zbmAmoabuJ8OpJ7zmiekVbXVXLQQE4KbretHwv69Bx0/9/NP2GVtRWx1xpu4GF3B3COUKtfVS98DqGlIkj1YOSdZu2jQp6oaTptT293Gm/+JPgPagaT6resw5q6FqtNa27bNdnjBbCd0D79pOILIE4aJfWL99P+Q5rVl0HVKVChzj8tphRdNpmtKSCkYti6CJ7tJ+zHhT8qlTgoEG9HGCaZhgQPVrJpJD8r9q4rAp/w2pkYxQYEo5WVDmAVaOIc2CVDzHlADznaPcQ1U9s/oHPMA0ec/heXfui8mbv+WrKM18Pz7H4zNfC3pcutHtY9lysO6utwKzsbJYD0pAa9shJJzFgkRFLLbvUKBsbNyKzNj7tkWMmOW9iQj0t1OlBKTcvJjdMYcbgkxE8ndGbydMYYtPF39WJ9xLyF57+3Ep8GNKbAT3rJyc8cd0L3fbD9yN018MvefC6DW1Z8klTrkXorhDcVrFVO3rDhXcN/LaLXY/j6wm+mcB38+itlLrm4qtu7pqN34ziWwm766M3I+JmQNxP4x9m6XfTzMM0f91Pv1sVHjfpdwv6cz/x6yDxeUT9hSM+TeFfp9gnMf7nTuZ9I3nfid3w+NUwv+sRgw7NdLBeBu7VgkzFssh4hHRoUcRnjeC0DK6armHOM28is3Z4UUeGhcigahJLTil7Pq7Yp1nrIhcZ1NyTfGhSso2KXq5sbZYNfEHXSxontLefAxdFuF90iDlnJ3/RxcwVUMOkvdOMU8hpRxHlxn74EH/5kf7mV3Svp/7NNSW3xxbNfSh0S0avPM5H0HNfcu3SmjFmldLWSjBQxPQT3DZJascZnZBQCvRrFpQ3gm+ZIECGvahPX4w6UJedDpuz4Yuk+1UuqHYF9RFKk8w50YzaS1tSfqXLqnQ4TGqtJezUuty/h8FjRKEPWXQJ4KeY9nvcoUqpX2S9v0d9KjpsryosROQ86FIk/G8KCFCIqGsRoBF92bR91wjuM1FFzrdPBt7U0cMGcpCyXqAaTdMSqEf0S598SWhmMbdUdSxzwLDi7ee1owbYqfvEurFNHtRRbe27Ax7UF/GjBiYva4GA3V4KORIRRQr6toRpsjBA+k+sum8R02kDP22nlcWEshJRVNOGbEVD5A/aSS1ntrbBi3oQoEGbH9NWwKMedjh1WwSzktGcixplN3JYheUiYuCCuh5lEm2qHqznA/4GpmRCyiaiWyT047S1D5mWMdMEPx259rLmL46y96wpz3w1PMfiM18Lf8uNL8puoFfFxALWSpNsgxBFnOUolk222wjbi86qiFSh2RY14uOjTnwm0KsKNGeQbiPWr5GLYnHDJXa9/FUf3UxSy2H8koV3Nfy+ibwXyUch+blPvevj1z1sJaTWIr7rhO879jsRXfHxGw6/khI33cyyl71mk9cVfJ5MbBrUrB6/ruE3fPrdOLEbxNY8dM1D909SImY2ErHlU1c8fd9P3g8TH6bYQy991098eNKRSe3dOHs9Sj/M6M9r6PMg/llK/TzMvhukP0xjf5nEfp3EPg7xj2LsQ4e47+I3LPmeT940EusG1C+DUgkZ5yyTvFaizPNYdJKPzfLYvAOOC+F5KTTOeNdFeJ0F1wV4WIoOc5F+wS+WHZNCeFr1CnVk0IgM6qjYsFdrTrbkr2UckzQwKDoXJe+y4V6UImLJsi4C/YK6FzPPcM82ExhT3k1YfoPrN7B+QV3cVL+p/LbrkZ/AsD/VEc0iCw4QnxQ0L6z+ORboo6YqcspizkpML4VtTEY7ysrHceUwZxSQtw3sWMTORchVhxwdr70a9XaxSCPsrhAGxnuQi/6UCWkjpJaIKJxxTyZkqjqNRdVZxqihQKPLZ4O9csSqSnlMpM6QAlRNhzwLKFo2dQ18kw2e5FyOskeV8x7Rgf0GdsLCil7MyCT2C9hJPfxNVqaqBrQV4jQQPmsicgZSF5VHPlCJhJ2VQLjqU68p+zJrn6Zco5qWqSvYir5ft0ptf6WsTZdt2YiR1drLTmWXAvL+s5rLmQuHSJ8vD18QIUU0DiQwS9a/77dewKA1BzrZpJWLW1oOQ42y8Gljsapkk7o+7ay7LCXMWva7m35lKnraCrxsmV9L7oOm52XH+3IQ+l0Xl7WC+uaTlPiVedOR6HE0vb4S5KuTaj6iExHnBFc3KV09ppXgi6bn5OJvd3yeNeWZr4fnWHzma+EpM9r29iZmxRUdHOXQYZaadbA1Hxu3Y/NKesLQw2542Y8NOmS/l2MYjGHi005i0QD7LDYU6Vk7ffkkH1LpVqQve8mVmFxxxIqL37CxGzZ7JaRvhNR9L3MnIlcd+p5PXUvpW4a4r8KPLfKew7cMdsPBSw677BKXjdhVJbUpU5Nmav70I9qJ6wH5JBwrkZyzyHUXum6j9xK2lKjZl84uqTuR/nmW+/Ms/2FUeOSIR4n4y5T4yzj9aZT+tCL/sqH/PCL/KqU/z1Mfl9THBfbLBP51Qn8axj4K0Y9D8q4buWPB6078jnHvSu5BB+KbznEhMs/6+xG7RDo2dPCyHpxXoMsGNKkExvngPBlaZdB5Gl6U0Ek2NshEB1WMr1n4lr/ddHK1UL3q6DRc7aKZK1t6BS/X0g4qAF8yz2reXs45TYaHRd8yqd3EgBUVWMfwVTGyy4ZuasElbS9UL2aFb/b8v7Wm7O192wA1NYergdvmQa3o1d6EDEPsu17kUMIV/biMi2nFpLyY/m5MySTaxaWVceqokbkQKF3RZqP92hLoafk9bRQsI8YUqmzjKj9por0qbQBwGg6KNk3LAFTOzgsudQwCYJ83HlBVgqcVu7bklee9ijqmTvqAZtiUipwkouc5kynjMFRd6qpXXo+cS5iih7wRsZNaar+DH3OBVx3UWCP3k+nX+YAx5fX6gxdp+k05Z+uEQx2ff170LBGHlDgQC2qxdNCv/7DKno8y51LJzCcv6oilGTjthawZHGj47LWoowI7WlGg61dUfdpMItDAHJ2wLOG8qFitJdTaCOi7YTXrU/OkoUerh7S2V5H1IXsLlBWi1pLfyoHGpvvIb/5D0XqQM71NhmXZ8Otm+KIZfdMKOMrn+pbjvGU+616oqhpPLmruJY05TMdQhjp60UHeitkzAQbqHpVXKdt7XpD8zNfEcyw+87XwlBnx/T3J++Nt2zFvexcMciPg172n+g1umPimGhmL0KrjXYnUk0wwfJyTcF7KjHi0KdBtobCUMisxvZaIbT+/FagtS1+L1C0f3PaJmz521Ytv+fRtL3fHZG/YxI7J3UnJNUdviuRjM3bTgHfdwKIb3tU9Ny3vuybxUMJuGXLH4qsuedmO3A3RD1Ny1y/dDNLXEv6uRzzy5GpCrQaZhUTt+tR7Cf95SL7rp98NEx+W0C/TxJ/nyZ/H6Z+vcp+WyV+mqV/H8T+Pk78s459H+OOQ/LNIfRKRP49Cv/Si9xJ+w0U2PfiGI27bvl3VOa2Dlw3/hvaPs4F5xrttui6b/ocqtGsEpmXTvGSZZMJDOjAshidFi1APiw1YKsFMJcSVvZ2shyUM47STy6hHecek6BC/nMfbylVPp/j0LZZxGRhlI4OsZ5EzryKWEa6dI8YN4dpkzQ+1wCZvuSqcL5nj3/5qChrYq/n3B8jJ1GVmwZNJ+KRtOho533BupRQ2CylnN2GKE3Ix/GLsk43SVpY2cxlVvaSqUJa0UeYNKE3+/U7QUI5Y4qQ3i+i9hCnjcqcD1rBSAQBm2nactikdVgPqUAfd2h8D7pBPS0RUyYCCsp5lQR2KqXE/kAL0mdBR1rVfDp1X3EDXY6pq1AWnOuk452zHTa+CxU76yZdcDJAILZ9TNJOyekxNhbxFv7qZOhyh6kHUxXvN/aR1QgIMrR1lTQPBMKwpFq0DLg8MUrpe/KSFHxTdb5rYK4Z2ZkBzwWEq2WQZ20lHo6hE/U3QOEQNPff3nP1AQi/qsCITU3TIsxah6ZCaQRTgcEMl4RQxDYtp4JISJ4AmcljS7FdCf0gH5IWwIYjqk1FjN3LchYASrmiblIz9YBL8oWeSt3yydkDJkDo2Ia9hyo7vhy6iboa0HATkvD/u0fJY8HnrwWe+Ip5j8Zmvhb/Xqi7x70PGNpO80za84aPLRkjkwA2L8hzFNyMDPrLgnCseGjChRp8ei/Eeg9XbCNfNjXrxSza7GVSuusUdX7picjcsshVjWym8+dL5LTPjUys+sebJOY9tqolVN7FqpzZVelfEr1rgso7MurG1EHgn+a8Y4raTemjHrjj8so1edXzvxuDHPv6eyd7zxP2QuBeR90Lijs9sZunLUX7Xj932I7d9/GFGPwnKx0n+13nh50n+wzL7fpn/8zL3cRh7N018EtM/j+kP8+zPUvrzMP1LD/m173ycR+96obXkWw2pdR9/ZOP31ciu417X7JuKfZI0TEqBTSt8Vwfv2+Bd1bVsKkZt26qCDKiIgNmkirZTA9o1m1QLDdI2vubjUmGRRFp4cJiB65WgULCPKya2ArCtYLXq7jfN46J9lHexrdCkEFhlrEtCO4mpF9nDXUq+rVluKtYHyXkjGCD/b7v7oOXJUveK7T2O0g/hN+P4QQV7XQ/8RxL/v+rOwy1s7RXlmbS5ENeUE2/6yH6PtrUpCwMD9ZS2hJjqXgsVUCORizy8X0INiZS1EHWkIVMC8hbOrZjao7VY3Aal23bkiJxlbAqX16xWW1GnPQTJyeBZKqhKgQoI1MFqQ0ut73rOy8FzJqZuJM18yNYMGhM2a8KrZt2KIahhYRVbOBcy5k7WLeUBlnzLQ1oaMRTDZzXM0goBvM/S9KmLhGoceSNlZeWCi0sZmNrFoKDuZpWt0jmX2I/jfyqAcsZz2IAtDYcrE9CmACCu0GQgdzTkr6Z8guOAAffbnotZyM5S7jrhkiizSKozMTWTVndSjkZW3s1a2Iy2WPcl8qYapOHRQwY/FMgnbbooJuUN9yGjUTLub5sRWd79zcT+duGTzwjNhJA3UtYaZqiRVhGXC9FvRIe8CmubUX0O1KUjF8nIi+cptM98PTzH4jNfC3t/n0ILvRLaoTkLD+p4vw32m/5RxzXg4WkH5rs028EkAZlw3mELH3WJQTfbq6FMhWBq+KKb2AwT615hMckP2dyQz6x7mcte9GYEP4iZ+1Z2W8kt24lFF5M4hK/B82LysgbNapG7TmzN+fs8OhGhK96/G9p2ErFjqesefSMgVyx+OyDuR+THPvXYSb1nyWuBvh0j76T47TR5Pc9slk+yUrwbJR8XxMOKfD/Kvp/kHkal23Xpdl7+uKr9Zdr4dZ56N8x+lLLvR/TnRebdOv3LIP7rJPppFvg4ityPAndD96ofvOknHxnyfTdy0whc1iybtHaSCSzyoatqeNdEb9qRTd0gloFZ2T8o4D061CW83biWqXhKTZ9U8Ao1u9QxszWYIYO9BMQU3EzFIZY1o/j5Ju/u5p+UBZoUA/OCa1r19ivBRUO/xc2bvHZBGrc51TIl21ac23rongtuBTX029/0QfYapNZbVVR9Gg6SS+Ab3K9MoGdi1nVLuG7zVr7mzZTdrZR5kb9Yp4BeOMT4PDniokBcjDCVgHormIHNatGSJpNypTAdhbm9lDUTdEGQyRkJ6EI/vbYoHWEZ4fRTWq0diMSdQQRzO0mASJymIVXAK4ed+6Wgsuw7baH75dSbDqpiHeqmz1RDXIWQqYXoe5i+TSifCnwgYa6UrWwG6BVNA0RfRExFWp+hXJmwqRMz5Skrixgus6+W+RM+aawkzXnK3q9rn7SSyZ42i7JMTBtz75fcx21YVYaejEFdCxtzTm1Vp0+QYCGgY0gL5ABoyNJxO8qYnU24JvHjsV/eoM3VikasyhNlBYdfVDBfORvlw4EqZSzhuk4caMFnEqzsJYwD4qBy/ipnPkDAtwXTAXN8PIMv5qhsmZBxiLmA+XCLmUNMPd9BO/wjBR8VMSvmUF24DM8Lkp/5qniOxWe+Fr4Uqv29evzHejkwbhBC0z/s4ELNO6tENg1w0cmMa/SwmRSE2JLBLuvRWTsxqxNtDqu34R4bH/bwlZBbTVIDDu/3ySmXHYuxuQjtpNiuR9y2vvS/v+pQm1ZyISB8Ax/V4WktelUGV4L3yWb6fZvIBi9Fx53o3gmR9Yi8HqKbEXYlpW76qftJ8UpM3gnZx272Vkw/TPG7OXY7wW435M06ubssPS7SH1aJj5vEr9Pc/bz4fpm5XWbuF7lPs/ZfV7U/r4ofp/GPHP7Qi72b4p9G9McZ9XlE/LygPw4TH4fxxyG27SM7JrxrR246yFUX33aRZRlfNqKbYvC2GtxW0VUNH5ec87R7lHeLZZBpOJiifVB0saWgWHY1miamoe22vWIF5ONwKeXmk+5K3tZLqFdJ8zTnGGfBeso7TISlqmNc9s8a7oey/65svq7aN8XQKm3bJTyrfGgSpy9z0XlOGf3Nb/o09r7lYt9zSS2Te7HAFCuLoXuhSIWtLcp1E3dtctppBRBqPrZsWaRVl2mgifnbmD8UM5YS2mXctaQ8V5VoP6tlc0CYNiJBpw5T6HKaGHmeixpwVO31nuk1r994XIj8PKLyUFZ9HPDaI8ZXmVNb2pZK6QOQweEDIOg061VhUXmDkhfDrxKWFwXiu1rSSNDKAikrZc7FjJGlFAVSVykoBi3toO7rJYP1sLfqcmVwXyakTEWOM5jJlTWP4y/nhR+YkEFCTd2Els9pBskTqXDSoeRB7AfMeRR0/lHjU6aDChySEW5t3mhvuMxVnakDeoSwJg1pAwFNE7R3IKCb0m8S1gHmImlruWwvkQd1WC6GAD5q5ekgkwDaCWslDrCYahBTTAOmm4R7RrgbUXnKpat5DRO7cumzXhKaRdq0iCtF3B8Peaohh6jQc/63JdNb0C0LQnpYb4oBQPJ5QfIzXxPPsfjM18JTocINe2xW0c2HhE64zoElMTSpEttqZFeKzCsJsZ1iOjFRhEe16KIGzaqYyMS4L4KSHXYLUz4zZ+lZlRqKoUGXmA8Sc4Ee9dFxP7kbZLd8esumNgK56dALLjERkEEbXnexWTu6a6PboX/YC07E0JaJXEnBpRRb88RsRG369G6UfpjkbnvZx37ippf5wJAfufSHPvh+BD6OqU+j6Mdl/GGWf5hlPi1SHxaJX6bFz6vM4zz1yyb7sZ95N0l+mlY+TFKf5tSHCX7fj3zuE59G1F/7yV+X+M8j6GMP/aUfeRxSjwP4uu2961pumqH7LnVdIW+7kcta5KbhvM15LgvRfhGcJiLrsnuZ8ksli9jWiyW9lAPG+XC56mzUPc2mW6oE+hlSoEGuEG0loEHMOYx4h2holkI6WayfiIs5eFT19tvuQdm/qft2bc+CjYyq4Kz+5EOuSdG1TjrWRdu4uffbawrzZCrqb0upf++R/+2KOLryHK1VDjasbxc9o4JBIo+aubeD+HkZAbgYwGNnHKLtYOZ43pyGVQJtv2qFN6x31QHQwrkvrn3jUhxHDC5YRoDGqs8Y8eoI239EjSqv/kILGMOuC9SjRx0qteXoFa5EMkAZ95OQOxgyOGLGYNiRAX150l4GtSXf75v0myZ5kQMNyaCxnjnpZTXzpGOQMfRLsnXLxDeBejFQ9gWEQJAlA2zKyqIXCRqgcLuQl7UgRTNqZhBdlTJUaKCNK6tuWRs9aXt/KFjf0FF9CNaQAXMFlZfChlLY0XN7206cg51s2AKHXHTCW6HNHdo/iFvXSd886WyknNnsRS1y0fU6Jm55J2zIxs+4lCZJmpqUlo0YefjlGD4YhwJiwgV5AMRoqtoc/aByHVCtUfsgYZoF7L2AqxgNpJwmLqxrWb7BLT8Ena+DNrc+4L7wBmJv5HvPmvLMV8NzLD7ztfA3TXkxy5+O0o5xOyTxHvFLb9nMXZt6aCALNrkQqZFE9iVoViPGpfCwCS8rSaGbGDaLo1ahy8Y7HYhvQO0y2hfw8dPzIjkZUOtBYjYurrj0jkuMO/iCJxfduNile2101I7Nq9i2he6Y2IbFFlX0moNvetRCoOdi+rJDX4nUfT9/P4q96ydvpcxDP/uul30npd8PEo/T+P0MfphQn6f4w/KLjjxsqMdV+uP86UH+53Xll1X1r/PC+0H6sU99mNOftsQvO/LTAvt1iv6vMflfs9T/XlF/WYG/DFzv+pGHIXLJQNc8fNMIPYrou27qoUvdVKF7NrCuRTZsbNIITYvYtACOC8g45eynPXxV3at7pbi9lHTUyWix4OSKrhHtZXKBbjLcKkfZYkiM+Rex0IgK8Emol40xBWiQDw2a/nHN1Wu5Rg3PqOFctgOLKripIctuZFOxXDPOu+HZeqCG8N/aUfoHewPHv0fIN830d+34i4VP2bFoeEcIytnntLkaOxuSb1vxFy1cm0L0BdDSDhiHSWsmYcwltR3ypFtSXjdMrcJJKf7KFzzZM8l0WrMW1Gdc/lTMgTl0sP88+coe1Vj1BkPQfe6KylG7Qu8/gDB5CgS6iDoV0/mhN1DmKJhQO0h3knTjoKZKyoqxkzatyqAGMghkYF0rcS7FzTxlWtD2XVbXS2mqYX0p6emi7nbeMc8YJ8ipZJHVIM0U1QukMhSxl4MnDegkA8qygfO663Ro/aFnezXyqkt+APEpacyeBS150FhDQyyMixQppHEG9aetcAsLsaloG7c3YXsf1PZDeiz3KhPXVClrN2rr+Qxto7wCa9JRWZnWJUEN49fzsHYY0IqkrU55XFFNwm+mPf42aOzZrUOfcwRHxKi9b7fQOh0Eaknrccl1kDw/ztuULvjCSwaMhHvvzfNNn2e+Ip5j8ZmvhafMaDPsNQmZUNbMWp5Ryzuqost2ailQEz48Y5KSQC1FlGcovkmP2olZNbGo5Nh6kWtnGCbPDFKtIc52aZHP9rjceJAaDTIbkdhwiZWYuOQSVyx93UtsetSGTcxziW4pOm5RwxK+aKZWneS4Fp+UiOsGsuWpDZdZs4ktS95zyUcu+3GQvR7mrmeFeb+06+W2/cJ2mL+doPeL+MMq+mFNflylPm7I9/PKu1X68678YVt6XOT/a1H8ZZL4MKXfTen7Nf35JvvpMvfnVfZ/Tuj/Ncr/PzP6/75E/roJ/3kBPixDN5PAdgavO/gjj34Swu/75BVH3NXBjRjYSKF+D57z4KQJTWpEvwIx6dCQtvQaoFAGO/lwAw5laXsr4xfz9n7ezefhbh5iCmCn7G3lQkLCx6cCbM4tZEL9qkN4Gpk1LsvwMufuV32zsn1bDOwSkasSflmGVmXzXV172/PetM+jqqPf1FP29q729lDw31MxVSSjrFLnNf1R/62p73EPcGgQtazjzkVKPyxZy/R+OgWEAue0W1mwA3Va2UReMNQLKXnOp1UceVjGFTm70nth8wKAxx6IkVY6ptWDelhvSb+1ES/B5IXJZ9OSruMQdEz4lCAk64RVlZiqFFUXQ7Yy9A0Re4MndRR+kiDP4whQj8kK2fMSpa+jjiYoa5NKMX7OJJwcYZnGvSPqtBT4UwNXVjKnaeoFR6pnjtOa63XPb5qhMpE0xBP6bPS85nnVsGoqXk3Gomj4f2qDB3W/phgBaNiJRlwxPJKLWotRe5VyipR/WAh0cHsLi7AB7xC/YEPeolbWsKizDjUJHmEpVTUgq/qAhlfRDZlqUUcDUSGgso0dcg5g4VH1/bqRR4vBlpb/dwKsqSPejt3St8tHbiODG+uoseSQQy49emzKuOQ59UHHqGqGZGmfukLr0kgk53nWlGe+Ip5j8Zmvhb+VqhdR8JRNOwXO1ytbeiXfrIUOuzGhGm5ViT6DCy24LVJSO88KpFTLDqrFejdNt+lqg66zqZIUq3CpLptZiMXJJLPo56/4xK5FTdnC5SixkbKrcfVyVr0TC9N2ZlnGhxVk3kgva6l1m9pUiFUdWwzQKy656WSuBHolxW6/NIXL38+yd4vidpxf9vNPL23Z4hWTvO+n30/gh0XiwxdHKTxMC9fL/MOq+u4u//G2/LCpvFtkP06TN/Pc3bR8vyh+HFV+XZY/jahfZ4X/mqX/PKZ/XeR+XSGfZuDnJfnuMnA7D93MU/dC9GYUuJw4Niy8E6PXom81BDdcuN8MSs2o0Ab5WpQtOvikj8taG1Wwk/J0cvZu0lPNWIt1qxAP1GtYM0v1M+F6zt8rOMQCyCcdbDIk5d1iwTXIA72077IQu66FNxVw0AguaoF5ybPIBRal4LKouWI8n5rOZdv0Gy9IZvb2VojzA64cVC+EklFMWnpm20SreSCCG8K1zVjXlHlXDE5ytmLOlE5/D1IXlrASDZiyUaNolPNeWT+tkQgATf8hnvw+geiooNpot4c9ek/I4kGPnEGFwaXzWWyRYz1ybo1r7CDwfR44i4eOmwFVETrmI6pmBGS0AdFpz4JvUpgmhwAEoClGAX/AiGdMhYS1SmoE1DJOvpoUVFJaKcZMi4J2kD6S4kqGVgyINwwmY5zqrlfZQ00ly8XcAPABRSFxCoW+zztPKhZNzu8oh+yVEJD1K8thdT7mpBHAFQsUw95CwJpDfTXYIkCmHuHlU36WdjO4RfJpJxFHK2pPWQ2cN5iO2euIogopK6Ax4deV/PYipIdDimL0ZQ161YEPm45Tzn6Y9msGkKLrV0zJl4zXVnPpu84LLqyuI0rIYyT8b4sua91o4HQXHft53R7KhoAUdNQFwVHMWgnKY88Lkp/5aniOxWe+Fv5ertCTp9P90KAN5SrhcsXV6xK9JsTlA81yrF4L8Jy3x/lGUngqwkMGXbbIvhBjWuFuBW3XY/EWXu0S9Xa230uNZoXRKL/r5pet/GWvOO2XN8MKz1fXo+ZiVNyx1KYT2dWTK4ZaM/lNLXpVj644bDWM3vZT75jEdSu747FLDr/h8/fD7G6SnE+SGzE5Z/PveOlBKHyUkPez3P0aeZxn3k+yn9aFd+vq43Xtw33uSVMeN8W7RXY1yz9MKzfj5sO4/nlY/3mQ+3CJ/7yJ/bxOfJ4lfpmkP80yn6eZX5fJzxP6w5y4leL3IrUcRIccumGR63poI/lvu8CyE57Wra2Gp9/wTCr+XtY5qDqYaqBetfcqxlHWO01B3Uykm/eyWXe7gEhlisGjg7iFL8GjrFnIBIWUv514qvGBORIY5MKjUnzRIPt1UKxEx3X/IAeMKtZZ1rfIhh5ryP9dCrwvHPzW7d0szsso+r4Ru8UM28yrSczKe7086FmmLetcYBhXLgvaFelops3FyJtU1laI62OwpUG7ekF7Pajv4bp20SoUlVj+5SHxn/HYhSsuIwK645Al7DunvEdmj0oLXei9sn2HDdI59k3WoNOJhtUkpc4nVB34rBLTdZ1GxuVPWV9WQC2acGbdQDaqrXjV5fhZMeUsUb5qytIiZAxkFKFvGOiN6PxOJBTTHJChzV3EPKM1c1jDYoCUdjWzijKlLBpcba01i1tp72HRqq3aTpsRTQpWtyMHdRPAOc+qUQ0a8badho7TxIIXbcTdIOy90IXgC3ARQMC8dauJ99uFsLuGuTjaPwAiQtCZiR9l0i8JWhmMGmm10mEDCJssF31Vy+wzpKwYkuUcMg6R8bhmFPq/usGDTOigqFOy/rdd0FmDHNmwq6mxVCznos3adn7DmpQ1s6OE2rN+YydsattdOeDLAfln54NnnvkHz7H4zNfC34rVi+ifTlkcrlaRfCWMtyCmHek0QKbibnWwcivCdA0M4xsJ5tHQNxPRy6ePHrTi4ssOOqjjAhOtNhOdVrIlFvlJaSS1x+3mpF0VhPrlqNbrtyaT6mRSmc/Ky35yx9IbCd9ImXmfXHZjyyoxqeDzAbLk47fl3K6SFWvJcTM9reQ3XGHBpzY9aj4qrMTBJTN9L0nvxNLjOLkeF67H1MO8/HGT+3DVvtvWH25KH5bk/TJ+vUh8mCfeL0s/r0vvV5mfp6WPy/j7TfLXK+Ivt8lfx9THfvbnSfLjMvnXReYv6/jnAfzrALtnn8SIWjDx2y5510FvOqY7Jnzbckpdn9iy98ueWco/y9r7+ZjYJNhGSEra1mnXNAPyqF2oKXuEYZj3zGrRKeVap/Ep4RRSvkFe1czp+aKhm/aOsw4p723X8VkLnNR8w7RlkDSOcrJtXL8tuT+UQv/vYvT/W3T8f3J7gvK31ZS9vQaCvQ9hW1SxjP/IpC1szNdKmkcJBwObxXhABJ2NjLuDG8gQUEva2qC/CVmaQVcP1bU8F9nwcScB8DFty/IKNiuswbdU0GqMmjCfsWSQpfZP0jbHT04bEbTrLVafzum0hvR2RwiyJ+JABVEnI66M25SHrHmvuuLUJuNAnQqgKQdsNuGYOhvR52KedtTfyOkZ3FKzHjLeN4z3P5vOiz7q6BKuTjrcQcxiUjtNyXnS18HUXEqTjaqbYU/TGav47QVI3fAdMprznEGRD13gkfOM9ailUOYs2pzFUrcYxAst47IVg3YmpFxE9EOjdhxS9zF5Iww0Q8qiTZFIK7OwoQ8Hyz4Ag14n6f8jFT/NuGXImTJq0wURVYVQtpNKMaXi/aqm31KNGgbR06YRaENvcnFZHX3DmuzdqIvHwXoIaWlNbaMRdZgr4Nuy5htJoWLsBxXb9w3QijtfGN88a8ozXxHPsfjM18Le35rlo3/S5dzufB4sl6L5QjRbi7bLwU45zDMEx0B8DRk0/VILGvABnodmHHLZI9d8fM4TIo/UmVinRaeriVY3zfRyPFPrNRr1bmnI5MZiuT+stUelxby07OfXbHrO0qNubDQglhy9YVILBltz0ZWAXErktpvYVNKTeqLPxcdSZjNK3Ur07Sh/1y+M2fpKGl7y1cdh6npUuF5ml7PC7SZ7v67eLsvbVed+Ufq0LDzOM++W+Z8vS39Z13+elX5ZNz9vcu9n9fcL6tdd/vNV8efL+K8D6nGN/zyNf5rFP4/gXwbgO4n41Md2PXwnxtZs4kqALlnsneDfdKGF5B20IuMyNs7ax+ngLI31WrRQxcZ5q5QPSjU3W7f3qvpxzjrMeDdl/6YSXlcDqyzEF4B2ycQUz9q0o5eG+skolwiISVws40vay2DmXlor0VYhq7gmndfZwH3X9b/TusfMN5XfWlPkk73oxkveu8IL0spkHNWMfxi1iGE5q3VFL6ytkLcb8zCEVgod1WCb6LPwWnMjqq8bzajrOONSenFzBQPyoKak0NI2Gxo15/yBakRbdr2oAhf4oYs2eUvHluyh1/tvDuBFGDYEUJcjThgZyJK3m0OYBXdbKK/a71FVITeaNBdha5AwpFELgqtLhKsWMbXz1hZur4X1VfwbFn4jRk/zfk0vCvRwVytt4pJyrmQvwnY2Zkoj37Ri6hJl68LedszeDp8U/Sd1w2HxhT3hBirRk1zoIntxgRqAoNNb8xhawUADjPawEIOaet6zEehlYFkZUycJRdYjJ4Iv8/APbOK4g5wXI4dU8NuU7bQYPip6LFWPEo4pK0lFO3HYwI+ayEGRUCQgK406qgFrLQSUkpZa5lUzfVH0GVgQ7IajHVuodW5Me5TJ0HkqJOs6vimbdR3nBWa14BFzOKh9nkL7zFfFcyw+87Xw92Jl+9Ne1HdRLtuFimtQJYQ82a1BYgXuddFWE+OZ2LhKjSvoqIIydWTQwhbt5JrNrjuJNhtrCHGhSrSayaqY63N5rpOvt/LVcqLfoGZCUmRr/XF1LVV2w8pWSI1Zmpew2ZOgdGvbXnYl0OsOetUnLvnURkRWteSMS4z55GaZul/HrufkzRDe9lISmx2I9UW/vh2Ud+vUclG+2Zbv1/X7TfF2WXqY5T6sGj8Pyw+j3OOq8LDJf1wlPy8Lf13m/nJT/3WH/7LK/dca++td4n/vkn++Dv/1OvxpRXweIu+nxLs58mlOvp8lPk7xWyF6yWPLdmbbi1+JwQ0LzvrBqzY+7pKTDrRqu8ZFetCICU14UnILBbtQs3G5UD8fkmiwH4uOUy6xBCzq/n7R2Mj7a01nJ2Vqp0JcEurnwpMiyBfDi3pcLINS0j6oufmqTSpaRznPbcEzoQMd2igonb+xpHyZm0LL/6fB+avO/HNMI1KeZtzQp8xzs4rR27I6T9Xo4sP+DaXqO+RS2NI1uQS/jkOsHZueMqlo62sUVrWKQB3WcqivBLvbsbAU9DaC/mpQF0J/ijqNYZmurQDIf1W6/8+A/dDmAXSUTwmTxjx4lkQAJKxDMFs2ZIfjilxc3UgdpQsvKrmzBqUoU+4oDCRgZZE6b5BmAlYV6O/asW+b/mMe3Of0xl7BPc+pi3VdPWFpZgNS8Kdx1FjHlXVcVyA1bb+p5gW6XkXqWN2SazPnpqrrMOfRxDUGh0Uf1gMtnx5xGyQaElIuBj4QSWuTsDZT3gwVTkQdMVTrtx8WoB9Z4nWHVqXJ16RLRXoUjbCXtXlYrTXjN1aJox6uyIYPaOwUhnWlkLdmtzR9shIM5PC3naS8BR2U/P5OxNMNeIt2R9qparrfJKNGRnveVlkbRnPMYsjqznMumdf+vPXgM18Xz7H4zNfC35OjYn9Pl/hTumpjWqDYQvkWOuhGBo0A2/C3O9EpSy64+LoeW7RSwyeN6D3JBL0Rc1dNdMbgfTYgdXGWTXF8Rehk++10o0iVW/FGt8T3iuNBe8Z0b4a160nmck4OR4mJkOrxxQFTW7HlBQ8thNhVJ7HqJeZ8cihm+p3iUipeDnP34/x9H94wsTXrnzH5aT972atsFvndNH8/q9wP2Yd5425Sv5tnb9e5d/P6+0nlfpS7WeRvt5mHVeHzOvPXbecvV6VfNoW/bvH/tcb+5y72v3ex/7qJfb6K/nkR+TjO/HIZf1ih79fEL5Pk51HiUz/yjsWupdTNMPUwJtYivhHQdZtYt+OLkWfOoQsGmnCxcSs8a4aXVTNXCDJwlKFjrRjSoiPDTLCX0SxKmlEeYAtBNuvqpe39RLiJImwiyFPead43qgWGBV8/r5FyznHNWssZxlXDZSI4LYe6sfjaAkb3TL+pp8T2Hrt7s+z+O8+bJaIZlFXDimuR0o9hL4droqCh4lM2U9oR9nqEydpuVdPmbIYBEVLzXktRpw2oX3Sipy3wbICf9hCTUNBwmTMm4a6CViBjcSaPtOT3UbsmdfzHnFnz06HttUYPa197/KosZsOeBMWrSEKWktedjlqrlJylTmr077PVb+jsyx59XoNMNULPoN91yDdNUl8E5VXwmAl8J4ZeNuwqAbUuCBdfkTNxfbdkTeFP/1h1KytrZxwN8ryW1H65vuJ2p7x2Nmiua7R1tYKw6Gm31QPa06G3jPeQd563MG8T9YtZd4u0VaPyQsJZoP0lyN8JBXKxU6vvMBH+Q8nzthrTtr3qbOA449eQoJFxW0saBW1/VfJr+n510+1Ouk2JiCVpNTbdlpxHFo2f4aSxjKlZ2l21+1iNm7Upk8ofWO3rql/G2s/bWlfXYSGPbWnnWcr3KhX6t7B2b++N4llTnvl6eI7FZ74WvtSq/b09eC+cP8GYaLcTqnawthCROFev4+Pq7lEDXXQyu0Z83EquGl+6t8262KJHTCToppeY9mKcRPT7lCDGRS4ptpOtGsX0Upl2viKWKtO2MGlvZ+xuUr1bZa4nxKif7wv5KVPpN5rLQfKOSW3YxFIo7FolkcsPG/kZn+G53JwrX3ULq0Zly0CbbmrRyy75wm5QuJ3m7xbFm37zZl6/mrXXs+pm8SRA5dW6djWrPYwKt5v87az6btX487zz67LzaV77NMU/XyZ+uSL/a43/1yb+ly3xly38yxL9PCXeLQsfL8n7eejzPP0wzvw8Jt/3Yw/jxPtJ7P0gcickVjy5KZEL8cmiwtuJeSWFrkTrphLdFrzrdHAaNzNYsA95xLi9k4Dq8ZCYcPE5/SjvZLKuasYpZFxiHmzFgx3S10v5hxn5OmebZ7QL6nhGa8awcVTUzbPaXdHYL3kfaoEd7vyN56Ywsb3+TD/J6pqktpn58V1d+XPN+CFr7RdkfNpRTX7XhGQcqevCF6L7gAOBFqIvh7TlKMC6zTGfumCShwL7XOiQPtpnPcpy0FyB9bhLpo0F4qDOl1TG/Pqg/LjsPs1jMtBsDZ/r9YAuq1bDEWPWKYeMZ2hEQ0HeTNRWw3SS9bRG/T5JfVcs/r6DH4tJZaegH1CyYU7GJU4qcXUHV/Sw7/rBP4qJCwbxtEp6MXveT+uHiH+QtzHZ00JZmc4e1wtaLq3sJg/KYXU9eE74gAasR6LaGKI10OEc4S4m1XX8sA05Cli4RAW5hPNLI7igGccdOGIteDxVRFWE7HFIHo6cFqBXdUDT9b2VoPMYqExHlDX7aca9p/X+oew/zPuBRsAEg24CVxZoewm/qBJaImZJ+FXNWGBEm/thv+hTS06tEP6X9vFR3/zHilPV0p7VAFnKrioGf8TB/UZ4D7crjHuBp/OFf3Y+eOaZf/CsKc98Lfy9XNmUe4d5e7sD1lqU2IvUufCk659WA6Mq2G9AuyYl1eh+FRN4etTFFzyx6GJPknElZZbj8niS748yPSk+FVGxG2yx8SYbb4vpIpPN8RlhUB8Pmutx9Xpa2/UyA6kwEzJz9ulz+U7KPoqZrZC/ZEurdmXTyU9r6RmTGPWyYjezaNS33dK6Wd9NMrNhcTHKXrHF+2npZlS+WVaW69Z801ot2O24vV01rhbVm1X1cZl5N0zfzvDHfvHTsvLzqv5xmP84oj9uEp9WxZ/niV8m9KcN8sua+GUWuBvG3/9te6BPl+i7Oflhkf44Sn+YlO6nufshedOFth18040suv8/9v67SZI0PewE40OANILcBdmNxrCnewrVXSqrUkZmRIbWWmutwyNcaxXu4aG1SF2qxUyPAqZnMDMYECAIEiAALrkguZRL8PaOxruzpfHsbJdne2Z7WYO5r9BTf+TP3CLDMqTH+9jz/MI93uctbejythMedjzT3v5CCEzq/mkzNCpayKpdrugHRcegbOELJjETIPPObsWrtKK9RkhsOYS2h4EsTFMv1O1kxduBvGLTPGzaemVLp6zuJa1Syj9tmYbJ00nZ26t6n1sMX6mk3JLZ28puL5PBW64Fqf02cfQldvqy/tGoqu8Dzy4S2knduaxZZ9njXmRXrP6aXFATRQMRspeS9rzJ0HDuULH7Ndtfg50fNNxmKmYPp0zRhD0XswIZO6IxRVwnUeNJM/Errdoj0q+pPzAlTpy6XUPbup+2Pksn9wKlvSxwmigfc8kDMvwAju0Q1YdM4Wm3/ZRq7Cj1p4Pmziz7Ua/wd4T0PpXX9rI709QHk6xefHOazI6CJ2TJtygbRhEH3XzWru3UENutKODohzjwAVXcjUdN0awjEzP7UmZf4iRosOZCTiqigXy66q1bpEJUzMOVtVxej0YOgYCm4Ttq+D5ALCY8e1LNudpNXSmjqwdPKMtjPqXJh53l8C4We1A2vxMLPix47vOBDwGPpmXUoX4rGTF3cgY+r6ZTdtQVGAYsk5pFzu5iaSuY15JBQ8d2wOgt0MFB5YP9qu4b4OlO2HIIRw/aVi2kDRk/utOUO94i7jTljrcF1c9/Quv92nEp5wfBukzkCCwnsqE+6eXxkMD4xU5Y5uJdIUqKaYori3K+x5ZnnfKMqy+7wKYPLHqFcRcci7f6UlaEpMxWu2JD4MtiJ4d3iqJYHvHgcEjMR+S8h3aUlqzUh1y9yzTHXWArIgMGHTLglgZmFLTmamu2JSiNrtheyK2VzF+O6fM5N19BowmwHLTPxujVhN1OyeWc6K75xaizmhFnY2y7pC9X6PM5db0qXo1r2xV4OacvVujFAr5Zti620NUSfDWovugVb0bp19PUq378hRQ86+VvhuXttPDprP66l/9k0PzmALyZ1K86hRURW4K+Fe0664RvxOySy84Vf1cKzbDAquGfFd5M1VEgjQifTAHfqGrnykay7KJLFqnuHtS8E9QyAHVy28A3T9DGLlJQI/UAmPdTuYCUczL1E6JmVGp2vuoRqppF9ZSru55n4l1vEFI9/iothbWoLkn/nPbKtFaBPj7D338O7q/KO/3k/lX28XVO/zylWSP6ZfHJvPz1XmaXr+0oEQMQsRcc9rxXjduPqeApEXkKq/c4k4aMWdo5205WF6446undskVdNhkzjifJ/DO09JAJfkDaDNWotencj/j2qnFLKGuKZ12ZggFJabnsMziqLZQf8pkTrq4rl81s8fhW5voFm9Q64rMmqqJvZW/tYXeQfjBOnRI5fz3vwEEni4SGgH1a0yv1ZxzkBKv+VtPNV+6zhQ/gwlE9qW3EbEDRhOdO0dhB1mVBPGbJZRIT5lZOj8fNaNLItDVs1T5KGuWgQdg7aRn32kEtbjLBCU02Zw0m7IBdgyfNeNZJR1yhrBnOHCQSxprzCR17yPrflc37zX0DcmipG/XlgKadV+NJo2B/1ElrZqEPufS9eEDX8jvajn3QHoQCvrLGGri319C8m9pRN+2HcbW3elwMf5RWqUKqu5M+d7w13MXiHW8Lf1WuWlpVseRqtZ1wM8EiToxLi0Ksw0UYNkhQHoyJ4qIf5dIwleex4oCsDejcmK+sxfJSis7Z0pyrDTl4LLVXA6gjAz2lKcplXs7ickEQS10JGEjN/gjp9Rr4uM0MYEpuo3RVEatDHhmK4IJDVgy5kaitjC6HzdGQHIzhcZ/dLvnz5fDssr9YM8ocnszxzVg4G0o3c3k7ZtbTwWrWvZwysxW9WrHLNbfdUDdL4vqsdT2jb0bU9QC+6QFXS2i7Qi6WwGeDyiu+fNHN3yiVF93y827hRs5t+9nrQeG6l3rezb2c5F5Ma8+n1eejwkUnt6W8F5zlWnZedJIzISCJ6akYGYPxVcs9yTtHbXufsMwxy7AaXDTiY8BMFlxk2clV1N3maa98T6rvDpJWvmrtNPUUYCQAr9AI98KhQVKvRB09QDNpRZiGv1fxKUnrFgiz2QjvjKnUX62mqPZeoe5zLrlmrANYMwc0y/azTfb0Mmn9JOl4WTpcNfRb6P4Q/Pq2puXKer5gaBUOQLe2GT2G/HomouWSNiZ4QoS1uNPQUVvSYZch4Psoa/LkdmvOk5LN5Evr4yl1NGtohQ6q0V2sYClF9huuk1DcGki5klErYrVIsadC1trO6cvpU6b5FG2a4lV/OWOk84Z23gBXre2qhWnY5eKplDgcBI6GlZNePEBUrFLDPKA8Pfh0DhyIDQNaOajWvWjisFP59X5GBSc+Lkc12boZyGrrCT0R0aAOWyfqGQUtUlbfyqnbjW8wCa1YtYolo5w2j00GJKhuxWxtj4POWOiYjoh5QYsBdDhbMaecceWMQS6320jqwdguFHoIez6EtB82jKbSoQ5wHFf3Lc2wZpDSMZmHdPlDNvdYzL43Dh1JGZ1kUou2o3ZER0S9Va8WNJ3ULFbWeKsshpzN29oNG1UplcF0pyl3vD3cxeIdbwu3mTGrUsmZQ7lh45t+EbQSpIdkEpyYIcSERGcAsoALBbybJegSAJe4Vo1DGjRX7cutdb+yUbITNtKVSopcHoyg8bg1n0Byry7JACe2KRok+y15AHOT2qCf67ApSgKYEUR0ka4CjoX2QobnEr1V2HW3MxuJqwk2H+GrNTkbs2dzZrbozy8Gy82wv2TnM3w54ReT3nrau9wK12fi+kK53AzXc3mzESbn0mrJX6y61yvq5Zq8WVE3Cns+gq/66PkCW23h19vWt5epb/XKV73ii0HlalC5Ht/aTPSym170Yy96xctp4WqafT2tv+hnnvcL53LkvOO9FC03kv+CCSpsfCb5RlR0QUT7RGCCWOdoYIs5p4Bl2AyuId8U8EotK1QIUy2d0NRzDY3ke4pHLHLCLtecfNIklB1UPcTHrcOMqxs7XWXcy4p/Xo2ObOZ12TUqOfoFv0Z9+336K9UUlUXFZnUp0j0A7KuKRcgZBgVtp/zkLGlfJR3zrHlWezLGHowr9xfVnVXWQub22NJ9KLND58xY2SznzfOsRYw9gzNPMbcadpxmXD5PxPlRxFDPfwwZ9htuXST8sS5sjmsdccduMqhuxh6C1uOIY78WPM5X9+HCiVx/SjWPO42TQtRabh2j2L4IHzQwD4i4iKapVrFWsx9h7WO+fdIt6UcRM+O3LpImrmlhy7EhaOiAZqX9bJY6Vmr7SM4DlJ6Ahd/sVVRC6lda+W9ki2aoaK8WPFjwEHbbYa95nHb2Mo/xmK4KHtSrz4RKoB+zshG7ZH4geI/wiL6aVBez9lZCg5X1YsoO+1y81wDHXdWCsROzklEDWjqBvEYwqgZ1B6hVC+iOEbcGcarjxnu8Q933a+e5d6ulvTq003VbRql9Lm2lkjrUsYd7jzCfunH6uOnWURFPK+VrF0z13BHk0xP5SNNuVxnuTvrc8bZwpyl3vC3cliqb532B8nTAUL8V6uM+CjNjeFAS/X0hOOCzXTnV7RckKYtRRQQske06S0IM1RS74OJ2E8G+VOkJudEwORw3lsNGX64NZbTTQwWhRQogp+DEGFWmsDSsyGyZFyBCQtkBIwrUQqSnPLaUmZUsjobSdDKczOXFnJuPhMs1czaT19vx6nwx204WG2Uz719tFpvNxWa7uXixvPlkdvbZbP58fn29WJyP1+ve+lxebOTLM/nFlrte8Dcr+sUSv5nh1wv4Zk29XNa/mFW+GJZf9GuXw8bFEHs5BZ+PGle9/Kt+8WJWfrmoXC4rF7fXlcyZ7L3q+s465lec8TVru8L8K9Kz5f3nRHAJJpdceIkGxmhwWnF2Sia2cSRirgFsQsEQ2I5jaARHwlLDibd1/ZSVa/pWDde8eDorusWCTc4FOkn3LO6Zxk3rWnSTNs2LdiXp7HDBZslLGoNftabcknmvmnSPsoefNHY3oO6muifWHnRKeimsbWQ/6jbuj+GP+Pavjao7UuO41zolanq++ABPaBmfZxzQLsxmOqel3LuZyEHp2Yd5p9YSPklH9LnkO2jgPhJ+YMrtlL3GgNNdDhhOHA+qFu3J7jO7/TQZ2Qlk3wfBj1rAExy8F2xrGxVTom7GkCMW2pdLO1xLx4A65Fab6iYG1pCQSS4buik/G3EJleNh1TEp+OGMv9uwEpmHXVi9aNppwNtJOUe5j7qVD7nKA6j1FCtpgUxwaHdOfHHq1E8bY3QySKdsUOGgWdAzoBZJ3zqKGzt9iAefKidaMa1uRU7qGjXh1FLeQzFm6cTUcuyEitvpgp2O64TcIRk8BPLqtvVh26cBdffgmJqyH/P+fVz7sGbZHbtOOolnfOMYLNuZkFbad7SS6pzVSBhN5KmTO9yre3dJ50MgckBHHMmYRR82k2EdGT+Co6bM3dGUO94a7mLxjreFN5qS3SXIgMRlh3hwRAdwIlQiogSb6EvZIZHui7lRN89yZQ4pEVSVZmsSDfX4usxXenx7KVK9DjQeVpeTxtm8Mp02pS44kCBOQpRuW5Ab8K2U9ClxQPYGYL/T6NAo1YVBti1LzIBtz5TmRsG3PW4my6NFb73qL9bi9py+3LIX28n6er66Wq5frS5eza5ezJ+/vDj/9Obs1YvLz15cfnq5+Nbl4ttnV68vXr46e34zvbrsXz7vX131Xp0pr9bdT+bsJxvq9aj9yQx+OQefz6BPx8lvCcALuXGtNK/67RdT/FW3fSkD21H7ZprczMvrQWbVq06k5JYP3m4XrO+C955x9ivces04X+Deazh8TXovWP856Z61Inzhtkbq+JZ5BuomQEhuOuVWqgMEe3U/izll3NBBrctG6FZotm3LBtbPUAtX0nSLdrls7NXsZN7Zbxg6MSPQsGaqDgVwCWkT9BU7ikWliu2owo6+Vb/O770oP7yo7FwUn4iFZ3TEDBXeVzLvjBp7/cCu0vxgW9RLZatS9UhZfTdt4HyOick8TRywKS1WNZB6o/9Qc/Doo6jW73WoiyFNyfu3oeR9MPpOMXJEBswps6Hu0qePNakHFrtNn3a48pXTQvoZUnqWKqgrhYdA6gQt79EN9Sj2kC/phNQzqn5CAadS2zAinR1Yw7ZPOXAXaVgV4PG4dX8etU7jBtirk2uOfuNgjB9KKaecPRmH99/8ZjnrwGtaomDqmAw9Z/DCrJtZHFX9KZDzpDKaWnCXiu6IST2WCGBuazutYWLqUcIiVcyd4jc6icOey3C7X2DFyRZMfOmETXioUqAf9HR9OiLpkLxOPOQGDw9Q98NS4mEpcw/xHqXc72FuddluFRNHRMzZzB+3Pb620Qq4TlHbSfNRhNp3Qwexxs4zQHPU+rq6+khfVLvqT6JZy14+vpM5fTMgv+x8cMcdv+AuFu94W3ijKar3iUYAqQVkOs2BAajpB+A4z+d7SHraLk2pZI+ryFBRwQsdJsZQCZ7KjPGY0ElLXFURsGEP6YjAvFvY9hqLYV0ZNXgJ7UtIn28Pum1pCHI9qtvH5xNyNWmNBhDdqXEy3L31mzE5HhGLSWc7khf9/tlsfHHW22x7mzPl4vni8vn56sX19vOLF9+6vvje8xefX19/drn91osXX7y4/OLT599+Ofve8823Xrz+9svPP7/+5ieXn326vno1f/5i8eJ68Py6++Kq93rL3CzxF4viqyV2My48H1U/U4DPeshzpXgzBV6PoPNB64xBr7rAWbd4JgTP+8l5PzMbxVdC7EL0X3CRJRtciP5z0fACD7ymgi+x2CXuWpMnS/Ck3w4IgL3X8o6x4BTyL1rBScvbA+MzIjQCPApplCn9pm1eNJ3rXGDa8KxQp0wae6CRq5uGLc2woB8D7kHptvB7sHQsk02Um3GlVlX5v/KjKZb3VA8tqr9rQmwOIO+eJEx09sNh1japaXqV3U7uMRa3MAnTZdK5qJ5sKyGhYh00j7rAaS3to+1WNLRXz+51bp0mbq/rdgMfOk715rzJl/fqatZDKHS7Hck+QyLtKsWM4ex+JXxcdO4kgp5Q0R8qO2hEDSSeNlJP4/W9XPmgU3/aKx8OW8ZBViNVLXRjV0Cti9bBCHYr5QO5/IBrPBCB+13kRAYfTNJfq7jelYunStLYBU9Gjfeo2hM6ti80jWjamElaqMQBH9qtel200TKwazjNAyiyG67vFTL6kutRK6YjQ1YyEmQTll7uUAhpBK9dToSErGGQfDiIGzppPZ6yNpNupniMRI/RrIGMGmGtBfKfAiZ3ed9Ue3JIaz6Ekztt71HV/3epwBHlNSF2Gx60gE/MdZchaLXlbF7acdq0HXW8h81gHHEEE7ZA/t5h/usH1b+9m/7AXjo8bqlMKtdde7c73i7uYvGOt4XbzGhVqQDTI7GRJ+E81MzC9SgmxBkmMULjSjWlkFmJKGJI4U3PeDaJ8z6FiI9pb1dIdYV8vwP0xMq81xrSmTWXXinN3gBQ+jWm21YGUK9fG42w4QQdDZnFAt9ugdmi1R3A/S46HvDjWX+4EBdjaTkbnk0Xz5fjy/V0ez5YXsw2L9fbT59ffn716ovnn/zo09dffuv6tz//5Hufv/ytTz7/3rc++/LzF9/5/PV3Pn/13c+//cWn3/7uN7/77Reffn754mZ2/Xz06RX38op/uem8nvHrKX45BM9H+OUYeTEGXs+xTyfNzxblm0nualF9rlQ2vdx1v3LNR9dMYivG1+PEWC7OxOiajiw68QVfHsrpLe0/k8IXZOiKS1zx3jWoXd1+v4csg7pXbPslKC6BtiHg7ldcSyQ+BtJTPN4FfSJuVwj7AvUMa8FJLjQEfR3Q0657+Lxbhix9SN9r2+egV6rFuqUYUQz1G00WLsXUX/Hag28a0aoevqfaVUNBC1LwNdPWQOQUKBxIBeuw8ZSKG6LZU85vG8Qcs2SUStnlkmdU3x8CBsXvglJu2XfCxp2S91RMmOmYHoqqs1FfJKsthzRRq4EI6HjzKRv2gVF/OhYoVU+olE5wnqZ9pkTIX24a6fSxAhrJpr7aMMGgrlU9HhZMXPGkW3b0a8+GkL0LWmflmJKzKnmHVDwUoa934EcSdkjgJr7+EVN40itp1oSzgz1gGh8la4+qFQtYOa02je3sA7rwK3DeisVcGr8RcJ5QRgsWP23XtA2fIW+3uazaot9e8hmpxEk3r2HiLjIWQvxxNu2iCyY5bxSjai5qhRLBZtFMZZ+8WXIoYSrnjqvBZ7eWkzhUN+0PCdMjwqoDbY/A/SPUfE+J6diMg3Htc0Ej+uTDtn8PcZzC/r2h5V0xdjS8/cS8ubzXWbfvVr/+qPHoScxkAIxu0H6a37lrln/H28VdLN7xtvCmUj1QQdZjphwngWq1mEWITIfLiJ00Syc7eESgsh0qKqGpPp0ipBzTTXeUareTnYnVrlBnmfyIr4+kykAqzYX6msdWIrmU0J7S4ntlblDvDuFBn2F6FDsQBguqO+cHQ3E5FKaL4Xjanc7Go3lvsRqfbZeXm9Xl1ejserK5mm5eLc4+v3nx2fUn33v1rS8/++x3vvPqh9988eW3P/nRt7/14++8/p3vfvt3vvetH3z/t374W9//ne//4Kff/87vfPeb3//8+vOz188nnz0XP7kUX86FlwPicoifz9DzJXG5xK9WyPMl9MkWf7Uo3qybz6e1y1n5Zlg7Gxc2Un7OpFe91FrJLfrpCzIz7cQ2dHIslUd0fsJE5khYIR1bKrIhnJumf9X2zMCEUAhx1RDdDtGIg60HpqCn1w720Vi/HuwTUQGxS4JfYHyTcmBY8I5KdqbpwsNRsZjiWl4OCItQoFN0S1mHWNWM25YNZu4RuZj6q3aUbkA19O+XTx5Cdq2YeRhN6Orh9ytpw7S63886pklNPaWVSgY57QJClkrRVCnucMjBqq5mUjYprO7UDycRwzjuGoccw6Kj27QIoJEBtM2EgfBqWm4Nkz6g/LtNj63uM0m5EJ2zSj4LEdZFkq5A1EO0HFxLzxF2FLRibZNcPeUzGjZn7JXNs5auAx2Irfiw7pCrkWH1YNbSyNBhH3/MAvY+Y5lA5kFDOwRsY9bI8aYquo9VNI2qvt3WZYFnLfQb5bYeKNhqiRAQOsnZn4F+UzvuyqcOU9G9VPBJOnqa8T/KBdS3goXnwng2AcadeMTTSJpbBWO5qCETtw85LCf0zeyxkDoWUyds1MgGnqHpX2k5PkzEdkHvMWhSl1zGwhNtWXu/Yt/F4nt02ooUjhDfDhl6THp2yfgu69iBk3uy992m+7Ri9Le9J7j3IX/6HnSojdusLY9FcOzW1e8bfz4iv+x8cMcdv+AuFu94W1D9vG9KxfSIiRuJthMiIxKcWAnZEV0c0VWRa3WotAJll4hjBEdkOip2qn2+MZSqIlEfoXmRLHXozIQH+7fWwoArhtyKzEKixhNImgHkDOamjDQj8AHF9VlixglTgZ/05KU8mHcWq8lkNejPZeWsO9uOZhf92eX0/HqxPZuc3Vy8eH3x6puvPvvi9RdffvPTH3z7sx9+55MfffHiy+9/80ff/e5Pf/C9H/3wRz/+yZc/+fLLn/7wBz/74Ze/96PPf/q9T7/z+tNPN188H7+4GV6fSZc9+HJIvBrCN0Poalx+KTXPRu2bAfBq1rpa1K6npZez2s2stZ3WJnJ9KDbnSvFCKt50sted9I2YPJc9cy425KMTOt7n4gPSu6CtK9I1By1TODIGkn3AKQCnHGshIFOnHelUQz3QQ1esYj1MlZ08HGYoex93TXLmadw9afr7Rf+gFFMqiTGWk5r+QS02S3p7aXMPsJ0joU2nSPFOVfjZV+opVtWw9R5a3+3l7IT9N2tJrZBWt+K6QfqkkzYtU4eiVzNMH1F1o1h0uaOWcuwjrryjtLQrxKaUbUhD22v/2nVbu4ocLkquScY6bJonbfegYuOLFii8R5ffJ0u71dvNcY8wOYFyiCj4qYqjVXKSpWClHKZ9vk7LxgMmoe0UEdMAfTAv77PJk17SOqgZhZajDth6YKADmEd147R4MoS0PfxUIUw90DqCD8f5k3FG16UMHP9EaKll6FG3YWHQfaKuBoADuvzrAa+DOjmGTx5kNR9EXbqs1ZTyGlPJ/UzpuJjXlsMnQvp2lw1kLpCNh0tZeylgqGcsjYIVqeiR5F47dpBwH1ZjH0KJ3wQTe7Bb23A/ovz3qNAjPKIG/daKyRC0mnP+k4Ru12q7V/Iban5fw36USH5Ydpy23WbIsY+4jkTfTjX9sGpVl0zqlP0h7XiPOD2GDsytI5fgtI4tT3p7Xzer7prl3/EWcReLd7wt/LxYvR9VGYcZG4cEBTw0kJMzJjlHYxM236FzbbLEkfE+Gu9CQZrIUq1sn26hVFYgSn0qN5WyK7k4lesyjvYoYIQRUx4ZSCCjAMK4IYwwYYJyo5bcb3W7+KJLj8eSpPSVgTSaKWejweps3D0fyGtFuZAm88FiO7+4ml5dnl2/3Jx/9vzlN1+++P43X//2F1/8+Lc/+93f+vzHP/j0x9//9k9//J2f/e5v/+ynP/i9n/727//st3//pz/+/Z/+4O//+Ld+9uXLL1++fL19/Wr74tPVxeXg5UJ4MWRfDtCbcftVt3bDty477ctR+0WvfDEur4fFs2n75bB93m/OFHDcb68GzXmndS7UrjrVTTd7Q/rP6eBK8G/44FKMTUj3mnD1gdsC6VTasSGSHkAOnnjKE2qkcULGrMOcU6o6BchOt6x8PU8DrgkSGUGWSeH2UdERmlpCsV45sETDXdQl4T6uZRrV9Eot3AciKyS3pQqwGFMFv1JLudUUFnyvjRiptB6MWHsp57TgvihYyNKpFD+IRyxCRB0PW9CyPZqzAZmnZP7xwK/epozjvFGoeQYlwzXy7GXFuCidKikLlfZwGeMw7hjFLUTCxGfVdPxQbFkq5dNc5EHE/rSQ9gYztmrY3y7bsaKVqVrInIPOmXAghNUdQ/JgTu9P6BO+7uSaPg4KtoFQpxVQKEcH9ch1s1zUibC5z/l6iJeHXaOWfQxYL3DzjFH3+L/bQ+6PGsdTVNutq9madlJRM6UDLvqICp4wpsOWTx31G0iPEXXaS6EnwdS+3aUrxC1wcpcp7NZ8h9m4rlV42M4d4TUzXjcT9T2w8gzOP8j4HuU8t/7x8FYvcuYnoF3d8D7kwtpm3NDU2kr72pJbXTY/zLsfBiNPgglLIxoKOrRl78OEfT9h8uB2LWp7lww/bulOKzZ7akdXPnxInj6EzCZwxwEY9LhB3fMbWZU1pXLcdaG94+3hTlPueFv4ebHabZsio0xi3IwxXITAvTM+PoOD81aiIxQAMgNwVZEptah0ux3GiTwHpEgqg/G5EV9YyuVrJbdUWv1OQ6bgudKe85AsA6zS5MagMiCELjQcVHmpPZTasy4574tKX+L6t396/cWgfzYUzuTO1WC57S7Xvc1ytr3cXr5ePf/k6uzzi9UXn7z47S9e//h7n/3ODz//3Z98+uMfffsnv/vdP/jDn/zRP/zRH/7hj//RP/jxn//JT/70j3/4j//ox//oD77993/y/AffvPj8xcXri+vn589fjV7NxE/n3M0av5hUbqb111L1xbL8cpp9NUtdTZPjYXYzbFwOwG2nNJVb83FzPimfd5rnQ2DdLZ318led1JJJXnHBrRQ+FzIbKrlGI2PATxWC/WqoU0t3G7ZO+0ho7Avl9/ioTmx6hrCLJQMClBSqyU4hNa3albp1lHX0EP+UyfbQVB+LMGhABG1Cy0i3D+W2TUHDvUZsCiRWaG4O25Oana/SUlirqtvaU+o7zdI9LnnYDRg+idjOysazvJotqfncMV1w4hFHLewBUyfVsKZZ+mjgOxAOzUpUI0Tsk6rjquW4Ac3juFOuBuhYmM+kyGKAzWtaMTsUMTG+EyapK1cPgfxRxacvpi2tqIFNubHaCQt8xDfUnZoRrfvRpgttu0nwuEc5B4QHRXwwZcRRK3P7T9japZ0kbe2gJzKto1hfn/IN246LgnqAqi8Iww3uWIsHQ0ItALpeUdstnCqFX++ED+WCYVzWdCoGLHVIpk6Tfn09ZBDdWtx2CKcPUk5dOeGF43apqpcLu1xQq+SMg+php6EhCk6+7qo3vShwjy4+QBN7dOCobXrS2H9UPzysf/0Y0lgqt4LicFQMRuFQzXgeEVptY/+J36FpZHQVr7uuOa65HjUe2RFLiIzb6OgpF3tYtR1UD22Fr1vjX7eR2hNOb3+zAKHpCRIyJFyaxr5GdXc05Y63ibtYvONt4U2xevB+wWtXKhGGTRJto0J6R1Bk3cishZLENki51uIakFQt0BlQzlB0QqKyHJMShILC12ZMZSNXVkqeGTbkUXk6QOd9YCjVJ73maAKNJtiyhwy7YLeLiAralWB5iGNDHulx4FSWZl1s2eXOOv3tsL/pbSfD6WIxupie3WxuXm4vXp7ffPHy5gfffP3T737+0x+9/ulPP/nZ7336s9//wR/98Q/+5E9+9md/8vv/7M//wV/8xR/8xV/87J/++Q/+7I+//KM/eP67P7r4zuvrT2+2rxdn18Prc/bVnLqYw+sZeNlrvJg0ni+K1xeZV/PQ1Sy2HaYuFvXng8Z1r7GQa/NxaTtI3vRzl6PCZb+0mZTP+uVzqXjWD19IiS1fmFPlGZrqIulxw9ctuOSUAavs4MkjCdZwpSdiyy4SfoH2K7RHbNq78ahS1Cllh1J2ipCj24jLWELB0hSdkdjYmEtMMf8EDMxw6xzyyS3PFDYvGe+qrsG1X6Wl3LLHBsKpmKNc/jjYfCwDln7VsKi6yYYZaBw3Ck6iYGoUbfX4KZcwtAsPKlk1kbYtjSblwD7JetdJ77BuXRQczbKVi7rYgBPN+zt5G5s4htIm1Ovq2HaY4DOupqEbTjx12oqdYuGPpcA+WdojylquaSZLYRqzQmiwjj6EITXT8kzwiER5WMaoUBqu5ZABYwPzI5B1SBpn9NFE9g5o7zmi2ZLaLaUe0+Yz9nRKqWVSfzsEeNkuZw7JyJNKSN3y2TsRSz9lGOdPEPczwP8g635Muw7o4A4dUENZey3ggUqOSfFhr/B0FNHPM9Zx6UhMH3EpF5MMdGpeEAx2G49Qv4F2v0ObHqJP7lVMWvzrxuqvnbYNrqB7t+Z5Btm1stfQ1pxU/qa9bVBjDqsUMHRcu4R7DzQ60UchyeSjk3oyftSIP8xa92xGU/nQwToNZFAjHun4HQ24/yy9b3Cp3jX/fDx+2fngjjt+wV0s3vG2oPr5TJ+m+nRYijFAsg9lerX4CIgNiaiCZiWxCGPpBlVuUcWqXCLIFM4UBDpDYhleLEpsQWSrq066OyhKnQrbqXd6lS5Xn/PVmZCf9avjfr0n1bv9OiZDXBcSOg2q04KENtiBWRlmehw7xLkJK83E7kjuKl1lOGSWc3mzmG62i6uzq1eXL3/75Ysff+dbv/Nbn/3kdz753R9/+/d+9p0//Ac//rM/+cn/+E//6H/61//w3/7bf/hv/u0f/Kt/+ff/xV/8+J/86Xf/8Pe/+aPvv/zi4uWnm1evB6+W/Osldb4hVuM3SytfjYHzi9pkW92c1S5X5c2sejkpPp+Ub7qFbTc17WWv+onn/dgni8zFMHU1ya/GpVUveTFKrofpBZ+YEdEBHZli0SHnXxAWCT9mgD0S0nItFwtYCNCPkhGKtoCkS2xaxZJHaFuUhpOFDRToYPEQW4kIzTCHxMZMdoynZ1RkAnlWgHUDWRatfZnRQchTvK7+iiXlVlOGqnDpxMGW9lqArpS39TMupuEgMidIWU3HNFTaAxV2segpE9tpxR+XCwe9pL3jtk29lknWOqyaV7GDYf2ET9mxsgNLWtCMTygb2ej7Db8FT+kJ1+koqGVKBqpqEfP6RvxDNL0jRAxM2EHFzWzczjVcABTgCBcJWbj6/qgYGIHBMeKjSZPUci3rXqzhLjVdJczTgZzz1ukK0KyY3TGzf83v9xTPGHNuEWeftMwhVxcLim03R5+Q4L1KVVPLW8SE5axsX9RPlchh1fh3gPIBGtRTSbtcOKT81npE13I/EmNqOW0Vg3Y2ph8kHiI5DZs29OMutJGhwThfj8Ahs+A9xLT3clZN2XmS09jb+5acxZRLWoJBAxX0Mg4brrUj2khT7ei4PUOHf2hSs4Hd8qGurbGS9j066BGzGiLiqIV2K+qHgP8Ydb5LW45bpn3sb+nLqo92/v+Ocqcpd7w93MXiHW8Lf6UpyoPDgdM+K4Y65YRSz4qwq0P4eSLE1KIcnEDgLE5nRSnEM2kOjuB0SuAyFF3kiDzJ5rg3PWpzjFCjqRTGJTkoI/GFuQjKPUDpAbLUxJkqKdV4sSmwJZBugiiK0SglYDIDcwLLDwGhR+ESQfZxYsghY1lYdqXlcHo+On91fv7t16++/N5nv/XlN3/45csf/+DT3//Z9//BP/jhP/nTv/c//et/8O//5z/+93/5j/7yL//s//KXf/4f/8M//sv/8Ht/8c++93u/++r7r69fr59fTz5bU6+X6PkGOpvXzkfVm2l5sWyenbW3c/By2loP6pthcSOVNnLhbFSc9lNbKfFSybyYp2+GsfNpZrtMXvayN7PCVkltpNBccA5I75C9vRJZsr4p7JeRo27bJLTcNHjaQ7wU6YQRVxd39EreKRDuYa4OpIZaJzjuJqtBrhmSWj6m7hrVQ1M0pQDeUduwqbvOq75t0zNu7EKYDc7vfeVr+qi6Kuc2+qAL2gdVN+S1ShnrtGoc1p4pFfU4bu9UbEzVjAUsYGiPCL4vho6UhHvk1NL+U7miZapquXgwyj8UylqxYFdyHrkY7Sfck6yFyVorIdeooB+0rN2MUWjYpfyB1NC0gFM8ayLTXjRh4YpPbu9Gt71kOTmsOgcln1R0dm8lCTU2ILeMOHtIUCGtLWG/K9t7HcsUNl1w6jVxOJfeW/Vc0/HusOcdMPYhuddveoZ1bx+J0JSNpx+R4ON6RdOLPx1XD7tFMxY6LOWf5fIP24C1ntNgFV21rK+79pO+x4xtF4+5BLtbTunh6FOutMfV7UTFB2fD5UaCjtn5tLYT1NIxR81/Wsm4EI+z+tBY3g9XtKZEUF122gn7IW5yNbURwhXAtBYiGsAPTTHj47Lp9tY92rNL2w/EsBf0+Bs6b9y/V3Uel42PSu6n6J6jdXAEqnZ29t4xfnTXN+WOt4u7WLzjbeGNpjx4nwgeLmKnw4ZxASUGSLrXiihgjAMTQv1WUzIMXuSEnCRVhlSSZJI8l2T4GkvUSahNsxVUKgFSgeYyHTaCcTEZLgw61f4QnPRguQsybIPiqwhVY8UCzJfhdqWNtGAKJQhMomiJRkSZ7ohoUyIaMlOW6VJfArsMPSaV8+H0Zr749ObiO9/67Lu/9cUPfuuTn/zw6vd+8s0//KPv/eM/+51/+S//4b/7d3/8H//yT/+v/8tf/D//87/+r//13/yX//pP/9N//v1/8uef/+CL+WfnZxejl0P25Qy8nKGLCbqR26MpfD5vP1/Ar6fgy0H1ql88k4tbKrvsthbD1HqYmnSSWyX3fFK46KWuZsmrceZikLzhM8/F+Jb2LiX/UPZKXGImx1dkZAKF+lj0tpRK7bAIOQaoVcGiJOvnsci07h5UExPALKCGHqQXYP8ITEzb8T7hFZt+qR0fIak+Gpmi3hXoWtWjZ+XIsG6Ra4crUA1/1W1T9tiHJ51A+KwVGsUTuM0wcz5d1Xcvm3tT2DFtugZ5j1KxMGEX6da2g0+ZiI0vu+t5PZN/ylfUTP2ELmilyt9hix/IwOG0YuhGg/OEY5C1ssmAmHZM2sYVbOgBGi6hngCHnfp+FdY1YAtecWCFE7n4pFd3KICbrvv7NdeoZOFyFqJ6gLROKqgBJBxD1tsRDSPWMu8Zt3JkwD3d4LpL6qNJyb1GjateqCdap7BZJN3D+sEM8HQrERZMMfUdMnkIlJ5R+WdIxoAWLSGfpejezRWfgrpdJLGHZHRk0oAkzbjjAenZlf3aXiaKpxxQWlPPGeCyC/C7s0FLw2hnrafNUz0TtCIufyXkYCPGSsBZ09qsXzfntYZYRpOL63GXqRgwNwLhROgkVzzyx479IU1b9y5sV9P2fdK0R/iMqPM360ZH6kBdOTQUvJq4Zy9vMIFuLXXPhptOSn6jM+g03vVNueNt4i4W73hbuM2Mtgfvy5FTum6T2i6OiZJ8kmilBbhIt+IinEHQDMwWALYi0PUOVZWZHK+URaaGoXAHrJF4jeqkG2xEYeIy5VOoMstUBKHe7dUFvsVhzSZWwYlqm6uBXBNkqgSUA8ECKDZrYgMmAVyG8A4Is1AZxhMEG6O7UVKpdjrCSOqv+vPr9eTlcvX65sV3Pv/ml995/cPvvvrdH7748U+/+Qe//6M///M/+Ff//E/+/b/7H/7T/+1f/q//5T/8v//3/+P//D//9X/5f/3Rv/m33/39H159sT2/nJ3PmVeD1sWQXI+Y1ZjZ9tDzJfLpsv2tce1mXHgxLlwOoxulNpHSF/3cRvJuudiqk7/slZZyftMrrielBVnb0MEN7NjwgUknILOOqZycs8kZGZoQqT4dHRBJGfd34KMxaH4zG5mKiGhErIbGVbcCBgeQpo9aJg3fqBWfor45GOy0XQri62K5MRRf4sFew31GWq8g3axw2I8+Wfnfhb9iS1GpCId+5j54Hg5uc3Y6bh14jC9aJ5um9Rx2r5qBad7RTdiZskNIn0oRC1d0otkUkDxpZPa7qV+DMpZ+bFdJPeglH9KAelRz8sUgn3f0Mmq2biWj1mXNPMSMdNLRrerk/FOpoM+3zHXoGEFPwNwOVT+YtAxi+5Rq64eVg0lbJ1ef8TUN1DpskDqCNo9o95QPzznDVoiO5NiQCa5Z9UvKeAE9PYe8l6x1g/oXedM5oh63HePm8bgeR0pBJuNh7I8rMXUjb6jVj2oxDRJTF5LP6vbdmltHOBxy+LRrtnG2p6x7hzaquOThNG7tFr20z8i7LVzcBp7YOYeV9u6idhNis1WChmZe2w3uUu6HrOm4frRXPjwFQrvN4n2oZsIjD0s+ndO/mwyckN6dgk8LPdbC5l1EpwFM6opHF48eQnF1zXxSuaeGH2nAU1vRdQ91/Hp7xw65d0mTYSeZSLvcqo/27jTljreHu1i8423hNjOmP1KR0WO2fVgAAgDqSSG+Bp0XwMwAjQ/QhEAXMTLB0EmErnF4RhIyI7kmctUe2uxXWzKVp4RsV0gpfEbmS0S3Icow0i0TfFWEixgEYniJICo0D1JMi8AwttFGiEpVqDbYAtxJ16gc2INqWCkOAwaMDIJ4hJBQghdYeTkfbdfT1dlscTlbfHL94rufvPjBF9vf/u6LH33/8nd++/O//5Mv//SPfvYv/tmf/s//8V/85//1v/0f/9/bffnf/j//7e//m3/7+e/9+OaL56uXt5LTeT4BLobwdkJejqnrJXm9YT7Z4J+OsE/67eeD5tW4ej5IjDulbcd/QWdWbGYrl8/F5IJNjOTESKgOiMoUTi2oQF909kTvVPTNycCWyS5I9+h2Y2JTwj/BQhPMO6+6hrBvSPo7UKjXsoxg7xxzS0x8igf67dAADk+buTftyOoWse6cg67zRvisElvD4S3pe8U5upABTN4XP/jKJcWhUqXel0qRadw+b1mn7YNzSHOG6V5gT6eAblnSjUvWVd40LVkGGdMorK3HMlIyioW9XOYJV1PPM4eLsuEyq5kl9ua1h0zjhG84uYZ5UDJzKQ+dtzJNNZpS11NHXO6ES35EJQyZ5GmhfQ+qH2L5Dzv1Z13iVMIeY83jKbgzI41r+tkYOJUgPUPqWdLeZdwj2tuDtX3icIhGOTyxYe3PyZNL5uicObzuBsew64wwrDDTCPdIdRuRcwOQq5XZxX07jdBJpqUrNq29hEaKHwrpg2bW1kgkmJKfSbjYmI2J6knXYcX4ddr9t2T3sVw+7YQOqdATJnpERSxsyNIvHtMGL2gN1PMnYvGgm9zrlj5G7d8Qos/AiI4LPYRKdiLwANIfZH36isY0TmonAfPEZ6J2je1nmtTxae2+tmR61vQcd06fdXTHhPaAfqThdqyo+WNoR805TFjoCPVpUZPdexIifz4gv+x8cMcdv+AuFu94W/h5bnwPinwAoSYWNpMFNwt5SdiroPFhyTOHc10wJaIFjslRTAkHazKZF+lKjyspUHYK1zmyPOCzMpcc0iURKuJCVVbKDNeAyEwVK7QoEGablFSmhDItQiKNwzhUYYGiUMgL+RYXqSqNslBti0CFaGQxOITRPozPwHKHF3v93vlsslwMlsvh5GZ+9vnzy88/e/5b37z57rfPvnx9/qNPX/3sO9//4z/8w3/+z//sL/+Xf/H/+C//+3/73/7Zf/q//+x/+Geff/m988/PX13Nr246LzfkqwU238DPV9jzc+LlDf5ig79WahcCfN0Dr5TySimthOKSiM+p0pJsrKT6Va+44GJj1jbA/ePb/5OBKesfSdGpGJ3T/jMmtcQjSyI4Z5xjxDgGvXPIOWlYh83wEvX1uaBChETE2MdNAhxkaH8PCo/b7h6WHeLxGRTvw/YZYp9WXauaY9qOjCvJNRm8aEXXLVc/Z5AOVLGvXFRUibSqkKBCqTmlj8GHSPN4zj+9ILXronpQNkzKxvNGcBOzrOJGwegQYrah0T9z3WvW70mZYzii7efU/ap3mbUs0ppZ+L5YtLIpvRi0wQnvw7yzDeuKjQ+Gbt0k7xSLR92UHa+awJqZax/zjf0Zt9vltByllumHSt3dJ9ST1tGw+a7YfCbg9yXuQYfW0bCN4mwk+IiF4zKeGBGRK+DwBatby4fbTkzhwgr0YCVo+6ijT4ZowhhHjSlQyxybqIyp1nQ3UV23qp+V9jvAw2bOAzVieCzUddtbJ2o8e0pYTiXjLuJ9SscNlZqNqVuU3F49fR8PqdmcDkkdkqUoEc6UE9pSeYcrHaDwb5ZrHzbDR42qngb93YoFSWkE038X29fg1hPBqBvFDgjfCX34rP6RKv70fiLy1xvJ46xLJbr/Ouu6n06oCKua9IaTh95CZBeyReiwVjx2pD/0jlUGXPWodacpd7w13MXiHW8Lt3XKoFIVTB+L6N/hMKuMOMmKgyW8XcTQq4V7jWC/kUOrQYiIA1iOA5MUku6KOVZI9JhclygqRK3LF3p4ooMnUKTIEImOVGCFAkqVGlAeZyuk3ELZKiiWab6AsnUaL8NksIVlCTyBCdUMWa1z7RqXgYlGgwWSCGym2VKHBXlOnkk9pbsc9idTeXw2XV+sLm5uzl6+uHn9evHJi7MvLq+//8lnP/mtH/yjP/zZP/0nf/iv/+KP/92/+nv/9J/88Ge/8/yb11eX65sXs+uz3stN52LTuVwD1yv0xRK8XiHXo9SljG66zZsRfTmEtlLpjExvuPSEis7YzLLfnA3Sczk75mJ9zDph3AvWsyAiUyy4IH1ncHiOWDZoZM3aVrh5iAcWkGMCh3qwYwZ5l5h3TnjHSGAIOweos4uaeMjRr6snZbvS9g+xwACxLGnfou1YArpRWSfXwzweXhHhG9Q5anvXGcfkwPiVa4pTZQrWk+lVbXcDvSe0HkWKD1Bgb1q1PK/7kEyQbXsV2NVL++pZSyGvp6KBofNXR2UVVz2I1WK0QRONH6BFx7wSXmTdQ493VHu8aN1Xqu8jzUOw4q7DunHesAyHt23X0mPpVjXTuHbgtMrZwxGsIsF7XVQncvs9VCM1d8ScR6q9RyQOGepkgqoF8gCkVQJprylH0EDXoWNQp0FirhVk3fR8Fwt3l4+OiIQIH3US+0vANyod8EAAbqtyZS9Z0nMNB19zwsRJjzAPwVMFeZYUDqtVs5SzSgar4t4Dkxa+8FSJP+injlsJM1Swzqv6fk0/KoeJpBdMW5s1LdxwyLlEs2hPNQ7A8n1W0KcKaqtvB0nvDttH46Zl1Xi3m1Axpo/AD9SS9imUOoinH6IHu/XHqohexUdO46AHS55WP1JV7fcC+r2e34V4SpVCPBHNQP4Q8Tg1VFkVlbmoeiQ03ozHLzsf3HHHL7iLxTveFv6qWOUD75RKH6GwpVb3cHUXWtaxLRcLe/lmhm/4sVIUbQdwMgrV0hTuQpCwwMY7TFrESiyZ6xFphsziWJZCK206zytpWqnxbB3iijWpCsrNIl+vMXmMaOBoDYXydCPNo2EerglsAmKBKlUtMrWGWC8yzQSCJlgsQhOtEVued4Sp2B1Is4k82cibzfTqYnF+OTvbbObnq8Xl4uLl5vKbN598+a3v/eT7X/69L3/w+7/93Z9854tPzy+uR1evRs8vOy/OpLP15MVZ93KFnk2B83HtaljdyPB5n7yecK/mxPMectXNnPPFy2503Y3MesFFPzEQKmM+OQKjEyo0ZPwK+WZSTwcL9BHvBHRO0dASCW1x+xw3zCjTCo2fMZEZF5/QvhlnUQTjkLHOYPMMsS8w+xg5mlSNo7JVabl7Ld0CM05g5wJzDBr7s+pJH7QsscAL2n9Fm84x3TobnfhDMdWTr1pU3piKqq5SCfBvSLEPMwlTO/bro7jp3Jkc1eO9hmXZ1k2qJxKk52E/BXiHoHoYepdrZgfxhnLsH3793UX+eJIKjqv5Vs3XB04GwNM5pGKAEyCmwfI+IXB6VrVvUMcI/7tjRC1mDWcZzTph4tvv85yGxZ90BHOPUI1LzmFkVykG24RljGU2UGLU9M4gSw/Wkp3DqXRywcQHjRyG+BoZgzL1Ef2UJNuEzikH7uGxY/qZBYu4ynltJu6zNNxlxstSGom0jptHImEa1aIDPkhLAYILXVbr61iYfRrEQyYwaBklPxQrGiBipmPPyP13ejE3W/HzYKWFeJmCJp53Q6EYAedV9SiBWIhqKpfN5yJ2zP8NPvfutPIuXjiVKyrO+9FQ9evb4K8PUjtgbTdr0rf33eTje7WKg2sU/RVHQms7CTuZD7S9J3vjmrec9WOZaOJJmlVZxyqLrFLhDdUIUakad6XhjreFu1i8423htkydmt8JB74G1XSlko0uu4WQAa94u3AUAjNpOIPUckjGSqAevB1tIpECZAFxr0zHpmJUEnM8FRSYqIzkZaKAwXUSK4NKke8WOkqNYJMwn2wr+QZd6fAFlsrjCAC2cxiWheEM28oTZKZOlWsUEOfApIgVe3AahGMkWmKpME/XFiLS43ojaTgSB0thsR6cL8fnZ6PNYnB+MVyv+ouVfH3Wv/ps8urzi29+cfH625efvlq9uhk+v5C25+SLc/Jyzb1c9V9fKFdr5GLS3E5bG6W+leBb/1n3W+t+7ayTnYq5c7FyJVcuBvGrsfdiUJqziQGcmOPhIRSZkfEl4p/B7jEZ7aGuHmCdtGwrMr7GbXPS0mdCKzq0oDN9zrqgHRNGM+nqJx3LDPX0295BwzpBPHLdPmraZlXPrKYd5w2j9gnXeDLBNCNid4Ebx4Bxi3rPKOOIfudM8I+L8Zj/q9eUn+NVYVVDP2saa7WZk6P+fcNL6GhFGubEexvIPCn75HSQjrsHdQ9feMi2DGQkl6o2ukEHG1ONzU/mTZ/QyhThZBvUzopHUsvVIb/BNcw09qRX2dk2jCyj5kh3gA4qdfM65nxR8UwAHww5FSlGskciFumVjDOogjHxNpnC8OgsmRhUwrOWfYF4F5xjgH5wCdjmSKqU+pCP6qOt1K0ZQ0SYEp+lIVUkuJdxWw3+XVX2sOS9l0yEKhktSGuYgr9DmpDmiRT1zPHIQg5fQMVroH6TyY/0qs49Tcew03e81zzdA/0fIub3GMu+kn04FWOkEuvxXqH5DUqnIoOeRjFI4dFARAs2kqpqOAZbcriKLd3ayWkn5ykmXXJcO7Crz207w+xBJeqmD6rA41DzqYHynZyWnMmgPVLXOwuBatIyj9+HC0/onI+1uL0qrUF1r+VSZY5UG5VqxatGd0dT7nhruIvFO94W/qpI5SLaePPrOdDiLxmgqpNqxoRmXATDUD2OgREIMtCAHSN0EGgBOBNLBJROZCqE+2y0yzh41qqw0RFZHOB1CithVAnlGxyRbyMJhPczTEkQqx0hL7PlFlMAaahGJNpMGUOKPJpmuTTONmC5DfZgaAginTbQhYpdrqx0UgqP9Fi5xykjUp5S01lnOeyvB9J63l+fdzdbbjHrzJfs9XPx5uX4xevFZ6/Xz19NX5wNN2t+uyA2a+D5EH6x5J8vyVcr6GIO3azAs1ljydWWAjiVc+NBaCQlZ1xx3QXOeoXns/CLTfzFOrbqFxaio0N4+pR/cltH2/Yp7ubxiILYlYRlWLevmt4F6F2CngEZ7bfiQzQyoRwryrhhPCvBfib4FmBsVkpMW5FJ2z8k/CPAuUSs25Jl0jztV/cVSD2GbFPY3ocMnbJ3XI5LgJkmDKO6c9aMq34JR1N+jtUANONyIVrK2rvukNx0v4A858r+BjkVMSeSK+aKiWzcmE8f4qC65zVRmQQajiDhYz7wiM3+KnWko9tevhLAkvZ+0jQHnrJQsEv+2rzz+IY3vm4bZ0QCI+MSESPKjjmytyi753n3GHT1CUMLSoAFdRJOJvAAI8Za3GOK0GANI530d2rqC9gxqnnWoGlYdciV0AjIykF/P5MWSo1uPaagATHnROKBciBVygSaNU3F+w3CdY+PPsMqGuzWfoFAA3zWAD/ekoZz7jfnhPu8XZg1nULlwSSy048ZhvVAK2lsR3fa0V1qb3dVdJyR+hkdh7nTObAvBQ+a+x8ycUdu35JKWHxZC5Lxsfgzqvx3sdR704gBU/l6Nh1htXZuN+/fFXS6VjDE+ZKEKg9ZVEW/Cg3v4lEVE9blQHMlrkWCvyGkjbRWzXw9QqhURdc7ydyHVOY3qzXVpuJQZe5Kwx1vC3exeMfbwm2FOlU9KIY09Zqh3txJ1fTOqjNbjZCVJJfxC/EAD8Souh8D3EwpxMCWDhqiCT8OpTpgkodyFBKTaUuHLg2Z0pBt9pECQRQwqAxDVRhOI1SWF0ssVBGhLIZXIIEGKLJGMzRbXwxRHqp0kKLM12UekxVsrCBdtsWNwFqPiYhUpEsjEqIM0GGvKfXAxYRfydR60Jktu5dbYb3urRbyZtlZnHFX18rL68mLF6MXl6Przfhszi7H4PkIupqDlwP0akJejVufzNs3y+pmVllI5SVeXyvxcS+6ln3rQeZcLDwfZJ4Pw5/MI58sU9tpaP5mcrJnxYbnUGQM+gUsIDEJCXH00OCwZp5D3g1g3mCWEehRIK+CxAcd37qbXHaDm25wxThWYKgLxWdt0xIxLpreLuqb1wNzxLyoGXuYfgJrz2DbENIIkF1qu4agWwSsPc+txwTXfq/41WuK/c1F+746XYzzLWcHdgigblH2javaUUUtFE/4sh+GIlgzXGwdVUsfYR6DkvZKIRcWcIgxZzdn6wR1bOpDpWRqV6Ny1qTkNGzBjRTc/ZZjLhycs09fEQG5FelgwQFiGaIGmTbIuKuLm7sd00CwgqyFqlsr0OMq6uLIgxH5Kzz3PoV6cjU/XT4kaq5FISB6vYuKaw1ml2XfTSnP+a1SPDbIhflcigWyeDFcyEeQahQo7vXShilwuGwfjdonM8g3bjm6yN+Wqb0B82xDGXugYUgGFox1wPkU4L8fw3oas4m4C24fEu2dTkw7jwa2NU8/7+sDxiFkn2d18u4BZPlaW2NGM3tM2rvK2c4yxkX5IZwwQmWXaE8w72vGQVPZ6uITzkL019G0mYrGSZcGv6elk48o3f2O+z7vfNrz2touLRr7kLaqanYXdWjBT1ziO0bWZUaPtJQ1Wc74VSrHLzsf3HHHL7jTlDveFt5oyuE7FberUvDQEVM9ZCyXvIFqWEgmyGxcSIaYShRvRYF8Amv6oVay2Y6jjSjUDCPVHEwXeSLKwlkWjHeIShesDIlyF8lxYFVAswiZxTs1VK4yaIlolUmijQog3mdIrnVxjr1Y4ZejukKXuyygSPi0S4962FSGCBkvi0Sow5U5+lZrOiLJi1hH5mcKs1Tw2ZAezJnuGbeascOVNJ6xqw19ueAvl+LzibAZdi4W0mZKLUbA2bhxMWxfjomNAt/MiYtJ43wJdruJpVhfU7ULvnrOly+E/EUvdz0rLPq5m2HkZT/1fBi/GCZvhr7rQfq6l9vQ6S4elYhQj4oNuVwfzXSpYB92zgjXuuGeItYx6B4gwblw6yjRdTd2LhnWomdB+KaEb4JangNH5zXrvOToksFpzbYgtWLLOKB0q1tZafmGjGeIeIesowdpW00j2NCuAafqK27vduso/v1Ibj9Tfp/Ia/GGQWo9vkg5l4XjWWmXS5w2kkelpHaccYighW9+SBbusTkH03R32l6ibpkX3ZOGc1A5FVJ6pmWRSg6+Zho2jxXAILX9FOzoUkdDxjhGbVIrXG86RoR2gemX+OkQsfRYd4/XSD07gQQGlAUBNCXEImGaLvWEYY9pxFFphumqpV48bMZcYml3WLdtW/4+EBEKRrlhmTW8C/B0hITYdgRvuuBIhMkGpUJgA1guacuGts9J/QBRTxHNAj1ccA+WqH1cOhRRqwzvTmhHT/JvcUu/8SsT7BhpONi2By0ec/EjMRPEi/5B1oJDpzJqmiZOGqmvJXUnUFZP2LXDunpm01x6700Dv8rk1QjgpAL2ecRBJQ1CM9Vuhoi6J5Y1tyOW+rteyqlHdA44oS/rnw29tr7fq1i8iFoN+X+jePx+yejFNQ7Eaqw+Oax7T8oebcsaLN+d9LnjreEuFu94W3ijKap3KnpjOucE7LpmSJcpuoSin827O3kbXfRAhSTUiCHNUK1tbTesbaAAVu1wI0yjAUD0o2yCa8WQWgNslHtEtd8qTqEiD+dwpEoy7ZoEo2yT4HMCkRaZmjKsk4M6P4J649rVEhzKJUWKdzpFpYOKA2Q8xkWJxsROmZULLAGKNM4iJE1QIi/w7GQoDNjGRIa6a0TetpQVMxkRkxl/sRmeK/j1gL4Uape99oVMnY3zy155I5fXveqKb217yHYEnU+x8e1jhUIfj4yE8qpTXJLVS6ZxMSleTmvrWXE7Cl0KsUs+fzEMnfXTV7Pk5bA8FZMy5h3juuGtpgBxBc+KDZfCOkdkaEnaZxX3HLbMsUif887J+BluvcQtV4T5DLPPmcgF59yyluekacx6enx8w/rWuHmOukagboEGR0hk1vKtYOOwZRoCh3J9j8sd0xU7fPwVH03ZV2EOVT4Qwa1V6qkE7YwTFjmk3VSNVFPfhtSuqIGPOldxz1ki2C/o582ng8r+CHYxmLHfsPdzukH1FGkeMIAOx6IkYl4SpnPCs6ZtQ9Ez7Fi6jE5h1RvCuEIdPcwtwbtrWj0DTlaNkymiXdHGOWLps5ElHlZwq4w4RuC+ABz2W2YE8ErFaKfhkor+VOlep/zhoKRW8lYybG+WT3phz1U1+LzhGTUNE8Q2yLiZUqRbSMxrzjniPSOcc8jDQOoefSAh2jFuGBKefss0h+wKae7wj4bSM0l5szDTRcvQaZxSFY+c8MkRq3SgbztdQsrHBG1gVc1kTujKvaL/mat8UIqfIPV7aOyBENCL5q8JaS1Y0Q0I0zhnUcLacdVGJux4ydvKPQI9tsKhET7WUA5rLWRMWu0pxzHksssxP3nqKJjtZfsJoPsI+O91kN0K2HbZmKpq/CAc0zCqN21zftn54I47fsFdLN7xtvBzTVFVHe+cVh9Gcg/sgSMgH4JqXrpqI1ruVjOOFfN4pQCDcQrxEs1EvZhGW3G25KeKJh63opADr2az9ZIM13vt4opMDWsJplSH6GqFRQo0luvUCS7Cc7GhlJeU2mAMYx2QlpsM0yDJDCrnBaIuUYAkwWyvzYskwko1jm3RZJmEEATkSWJA41Kf6Q8gRWp1qbY4bPbm8GSIzBTy4mJwsZleTKWVULtWKudK67rb2CqtrVKdd3IbrjwVgKnU3syh8QhajJojKjukMj0mM+uU5kR1iWUvu7WzUXXRLy+U0LWQuBYzq270ou+aDRKTXn7KpQZQtE86l22f2PKK0JsTXgPKMxcDU9g/aXkn5UAfNi1o/4x0rkHDRdu+gqxz3LvgfAPZv+lqZuTejLGNqMiWcFwyumX7cAnaRphvAHuHtGnZNE2aji1q3QAP+PwhdRz+qn+bklGpELOMekgo0Gi7um3TIKPvReydupVDT1nIAqXtQsa2dQR60ZAQdc1K6m7NMIKNAmSm28Z+2VBr7ADoXhc00JSvSzg31JMXqOGcNo84dZc1drDTIX10zqpfcPZzzn7Jm1aQ4wy0TRraBegbN3QT0LiqhtYt2wzxKMBBv6IZp/fY8nGvacAgU6/mSDeNHHws1v4OHd2X0w+o+AFb2J3kTDeZ0LqoXeBPFwW1krPJXjcf9Ap1Vz9nG1YNvZqFgwwUc8gyj+f4I4E7WEGWLaxfoUcseTQQHguSZ0b4x4hjhmhHdc1ZUX+R1qzc+m4kMCh6+LgXimix1FHHrG0nTloBQ7lw2nEfE8mQ4PTjVotoN2AN3bh+qGR3hJwZy5jw/Ekt99eh8Pst/wlw3wx/Q814HgEOY9xygplsrYC34/SSdmvDbMn6NC31PnGibttNRPQ+m1ZxWRV2+gH08ZvR+GXngzvu+AV3sXjH28JfaUri6J1C8Wm9ZEjaNa2slypYygVdu+ZCoBSUzRP1GAslGdSP5AKFVjpbT8C1GJ31wwUH3ojkoBAMZhmkMCYiHTTYr+XhRhlpVxC2UGHrdT5OdEIil+3LjbEC0Z1mj2lwbF4ky6xYojpVia3JTJvkagQL4QLUZimCIVs4BuEtmC4pZKUvtsd8VZlCCt8YdIBhpzYa1mZKaz5qT1fU+kwZ4+CIra6k6lYGVwK2lMpTsTUTyrNOoccXBz1gNAT6g8pEaM7Y8gTPdqnsmCvO8cwKLWz54qVUmSiJi6Hnuht7LucvFd9UCg/6sYlcHrMFGY9PIH8fddxqCkqHeT4uIIkpGBiBXrrs6zUco0pwirvO4OCWcS5x5wTxTCDXkvbMOfeU1s6Jp31MuyLNG9S4ZQwL2LOBfEMsMuJ8C0I7ASwK4OwCpz30GeZ6ovF+5ZpiVcm46gLb+6xgITNWJHXKZ3RSwURBug6kZxvOYanAFtNjMCYE3XLef1E8Oa+fbkH7tqYVahaqYgTQ0wFrGrXsSjPANEyLuvmi8mBLPhrS6jFmGaNmkdfPuocXsvqso11T9ivKsml55rhNaJ1KbfewcPsB2lZVmwLtdFqabvUeV3y4aB31id0hckiXHlANPdXUdwtWsuAEAWMn+5hp7fGAvlc7lpFdHt+dwntK4RSPH/IJ85s2+aW9Sfmk37Z3IY8EOqaIZoTcW6HuDeV71YwMKuYJtjsDTXPkuI8GeqRdpo/6rVvhMEzQ3W796bD0YALYxaxDLliU9KnsP1LiBip01A2phYRuXvF16+5R2MAndZ2kWqwfcAknmDxFoi4gvsPl/ppYfkDFrID9BLr3DD1+0jp6zNqOcIdadNoYt77vfQQ6vxEz34O092m1lrXrcM0zKXWcMarK9q9nfj4gv+x8cMcdv+AuFu94W/h5bnyn9kzLlFxcwdnO+GpJB1Rx1jMOMm9rtBPtSpqt+tFmoA1Y6nV3LOtoVkNIPkQlbEzRhjXDLJpmyWKfjLJUSgIjdDWP1qoYmcGRMgPncSZKUx6ay/NclWErAljDoXyHLohMnpNziFyUxQZLlgGyApBAlWoWWKhKExjJ5AUYE3NMr6SwDalTk4Rmrw8LHaDXB8Zyo98r88M6M651RHBM1YdUfiZVFkxjyVQnaHnBN9Zs81yub7vVhdJcj5C5gty6y4KHR7few6cWVG5DlhZkcCpmJ3J21gstlMLlMHku5VZ0bE2HRlRixNcXaGoCZHuQZdz0MjW3SMZoODGFw+OMXS6Yhk1jp+aa1U3rduycsC1Y05r0jhDvkvCdY/5zNHQJW5atkzmlHRPmDeWZ0ZE56u8h/iESHWIGBdGcVfeGrcdL/KDXOBhlD0MGu+qrPumjUoGqy+r9dXu3YzC2Su9PKwYOPOihjgXouASQ8/Xm5aS3JBoS7BsXndum9aLteE0FX5UMZ8DpqG1ZUpoNozvHTsW2gavpYMjUaao56kOZOxxhT0eIe9K1DPq7s96e0tFNBe0lF9xitjV00scsfOW4U3cMKyapdDIv77LFD7ncngI9IxonIuSCb20p9oAtPaPzR4Oyn8K9AuvoUE4MddSEMAJ56lktTe/2G/oxaF8jxjHm7cH+Geqcwg4FcSuw5QJxrTjXQrQqkvNSiE+R2By2iw3LJXZ6VbUuUGuf1Q2Fp+OaoQurIXyXxU74xr1xS92L2scFQ7+4K5WPpNqenDAIJw/k4rEIWKaAna49nCUdaGWXKvq7OY+Sc1NBI5+8z0OHfPlxrW6EQqewdpdRG8hDO6fTdfzqtueU9j/igr+KBN5FHI9Q40HR8gw37VB6O+B0Qy57c+e+8eOv32nKHW8Pd7F4x9vCbWY8/fCdrO2QKumptjeZ1NdLQTIfRaNxIR1q1+NYPQNl/K2sPVb1xCqGVsWHJaxUKUSGrGTcSVdjPFQeUHm2k5a4vAQXlUpOYJIiWeiCRbJUo+BEm8402RzOJdF2NtuM0VSZpItUJw2wGYpvMESD5VstrAYhtRoNNhgAIKg6zQIIANF5hCpQdPPWb2ihRfFtftji6cYErfXpjCzkSaksMPUhDcpCVuGzslge1EsDqrmg288F8GWvdSXVznrtSxldK+CiCy170KRbGHSiG7m8YcsTIdOX4so4Oe+nzka528uZnFowt8UsrtCZCZx88ypQVAYDMmmSIB/TsI9g2yjvWNYPF4BarJkndfuwbN+2zXPEtCb2Z7j2jFRfUY6XrPUGsq1B4xTS92HDHDy9oBzncGyOOmeAY9TyjVp+oaRh69oFYl2TmrOyZZL/ALCYv2pHsapUhfsqVM1mndWaZnhbhqFbefKtGs7nteKrzfo7n3/2+puvL0fSuhUbgpaznHkJeV41nF80DZ+03Jeg9aZp/BQ0LkBjj3mGoKcCakJBYx/R9qknXdw+Q/UD2jqUnnHihwL/sC+554LlinGsm7oJrOtiWgl8JLask+q+3NR002oKNPcaRwq4y0YMUERN+t9ly18Xmxa2ous3/DSpETP7BHxKNjxC1c9WT+n27pvONBX/OXk0bRm7wkmH390wDpbSX5CaK8b1STe5GQQuuv6xol/j3mnzZIofnSGGa/jhGXWkyE+H8gdr7vEWP5zzhgWhWeL6afHpPKs9y2qHlQdM7RGJaOiCvhu00KX9CegetNWbinmS00xzdj5mGCTto7h+mntG10096BHYNFfzllpDx3ot7V0nfmBGYkbKq65G9HB0txH/Bu3Y75xqmAMX+vQpqr4v/IZJ8oWw3ziUP3Ykfj4gv+x8cMcdv+AuFu94W/irauXT/2YupC3F/EjMD+eceCFGpuOoz1YrmVspJ1yyAWlnuewHG3G2auw2g3TRhRbCUMLPlKM9MKdA8S4VEIV8D012Eb/EByQ6i6NFvF5CuCLGllmqiWKFZitRhPIoXZC5AolVMbRUb9a7MMBjdbJTIMgmTdWqFFKiiCyCF8AmhlQxrglxAMXVMarc7RSlXkkRmn24PYSrPTYhc7kuUxpwzQmVG/GVAV3oU7VRu75i68/55gu+tZVbKwmYC61lpz4eFkf9iiJmB4pvJOQnQmnI+GZCaKoE1sPgpZg568dWYm5JpsdcZcIkpW65S3tYPClj5il+MkeMo4avf1vIm5Zl2zhqHS1rUSofmRad87p72XApTf0S15xhR88FyzXuWuP+LWkbYdFtK3AJ6p8jrhs6uIH8c8ywBb0b0DKqWvut1AyOXFXik5ZHzkaUyP5Xf9JHpajquT179nEna0AK6knDRRacw7ql27L3ufb25dlq0x/SkFL2TUtBvmoZxE2zuua6qt1C4QsgeFPef1U2PG+fDBGbCB6JbVs/Zx+1tX3CMaBc57DjhjRekI9W3LsjQqNA0TdrJIGBQcslVN0NzNRumcX0rpwzTCvHbMPYLTtmmGGWOe0GzJTDyBq1nYqZBbRUztlsGVrlo0LtV+HCQ75qWCac89RBn9T2m4Yx6Fu3NCt2v0/sjvuHI1q7YPWjjvYa111xkWvBv5XtF33HZd+3FOwrZHfFPjxHnm7Fhz3+qCs+XJDmjfjwhn24lU0L9HEP0wzKmmndMAQO+fYTDD28fTnZr+5V1UzhcJ3Rd8vmQTTVsYU4v5vRm6T8IRdwKe1DrunAwqe5rBsredCMXQzoGM8pltgBQ4aWUZc/PSkb1ZXTY/bUCJoNZdM+p/3ril4rOQ3yUx33sSZh3L/TlDveHu5i8Y63hTe16kOV6kBlDmoaoUjV7G8l3e1KOFZIlIuhYnwvXzLkMwf1QrBWDFcrVhaLc3ULCwfpprfdcgt4oIMmumCGQ4Msn+fogMy7+1KcZ0sU3ST5cl9MD9hGBy+TaCVJ5UNYgeTSMlceMhWSKRJkBkMKIFMqsymsk2nhAA4hSYgs0kQGw0ABLwsIwWMU2ybb1R6VnnVKEt3oMHCXqitsbUinhU5eZqs9Lrdgs3MxPcGyfTI55RJbKbVmWxOxLXVaC7IxEAuDXmKilAdCYT4Ex3xJwgpTNLJAXUsqOmejZ0pq3Suu5PKUqM6QxJjMLaiwhOd7YLIHeBaofdtyzjB/n3EOMUcft5/h7gmQHrQq3aZnAflnteSgFV7gvnP6+DntuGDcF7BxirjO8cAZFFi2bBec6wL0XmL265ZjCenOIPOwaVVqvhWQnFUsSj62IFzLfFQ8/kotRQWo6rwKFjS98G/2k+Zh1oPW3aOGTkqfUNmnQitC06UBXyXygUEpPCgFhbpXAk/44n2lcdRvBLsl+7atv04dbrOuC8DTrQR6VYMCGXuEk2JOZNS3qhmf1w3XqPYK+XAK6/ulYL/ulxAHnTtJA1akbqkXTtp5wzi0063quLqNh61d8FAqHnU8BixqGYSdc9A4bbq7sAGp2y3AUTJ/L0c9YWt2FjIvMcuaN2wo/6waWuPG86buStKs2f0lql9QhjPecsGarzj9UvBdCKbV2LCdhl703DNZf9F9+pzfuxLMF9zxirMtYdMZYTjrGrb07owz8IR1DJvHgHXavjVyi9zS9ZpHk5KWTz+cV95fAU+WdaMSdU/jQSV8QJd2qKS+19Auq45J9UhxHNN7umryBIyZ8ZRWTD2BI0bOfli3WNpGdVntzJpcgNeadekb/o/S+h1UY2ft+urRfjlhVJVUKuNdabjjbeEuFu94W/hFufL+pi57mE9EwGCg7HJWckGsnECaGaHhJcuGSDXWbsRbQLSOBEDELRMpBXQqkFtsBxnYzcAZoZVWoDdLEspUaCoEllJyyOSEbpajy51OgoSzNAK1iFoeAfNwLYNUMDwv4DWWSjTpMkTkcu1chSo06RxDNBsYBJFkqQdWFKohYk0aZNoVBqqzKNBjSjMKGtMthQEVEZxy1SFT7+MFkWkMqdyMjg272VEv0+fy8jgxk5JzsTAUGgOussRKSy4z7uaWXGnbR7YLbNMHx1RyykTWdGJABad0oMdEVv3kQKj12MQQLswhT1/IDpm8xCYVJDJGDHMouAQSEzI8v9UOMrzE7Rs022+kxm3XmvRPkfySjY+IyATVzWntBvItUdcQPpiTrg0bOJfsF3TwjLG/JkPPceMWt22JJ1N4fwWbltX987Jl1nJ0qcIrVh8/3vlqPUWl6mjqRS8JugZQkMqXuJqZAE67dR3bUMuVQ7ltBYomKbsHpm1iyzwGH3Qgw6x0IFV22epRv76vlA/lomYTOz0DfNO6ddA8httGhdrnGQOJ6CYV57Dt3lQ8Y1g7zGg7eauQ1vahQwww0oWDDqij21amfiAyO6OKtVs1IJh6AB1xGR0S93cKHrkaGIG+MWbia+Y+qs+XnxEtlcQ+lED7hHX2iYMNrz1nHXM0OG6btqzthtFuSfVV/eEC0a8p+zlz6yL68+7Jqnc47+0+HwUm3ei659n0LGeS/YY3XLG6K2p3jZs3mO0Gts4EywA2DGirRGh6gFmB1LcGKTfUc+CQL58ozUed0pMh+LU+oh8ULYPSYR80shW1DFvn0aNt7kRxHZH3tczuQd5hArwH7ewp6TvGXHuKzSg7NYLWiJpc0KNA9dRQde5i9o9qnr+O+LWE76R6pA0n9lSlr99pyh1vD3exeMfbwptC9eE7p56v6YJaLGgDLX4655QKvh6SmLTzEzDM1ZzlugWAEkQ92M4YiVpEqN5+u/X32l62mWSwBADnWag4pWMjujqVgBWdWzHFGZsZieWOWIHhUIWppulymWkjRKWGVKtQttbKw9V8rZYrYOUUmAnW40U0inLlGlfEyHaNqoJSE+7BuASycEOGCkOoxmIAT4N9AuhhkMS1e1y9KzSHdLHLVrpMacqmhkJ8qAQ7SnIgl/pCpi9GFmRmxBbHrfoSaU3x2kqqLpTCQi5tJ9Ckk5sQgSWdnnPRAR0R0diIig/pzEguLsTilI/38cyQTotctscnZdQpgJEeGR3d6gt+KzehKRJaEJYF5rnGkjeE/bLjuOqmz/noOR/r4o4xZl1QkSnqkij3mHauBMeVGDkXAhdU4EL0XXdiK1q9QM2L9u4QODirqYdNfxeOTPu+52wEzn61jmJVqTz3ATCyqATHQGGYK/UaYRl9phAWFrGI4MN0dK9fsIgex6B02k85KcDYRxx8LiyXTRT0eFR5f5U9Hvq189rHl9DxFrTLTVO3+WxIGkb8Q4Ux8IhWBO0k6kCyFrB+2slYxcYh2fZ0a9pu2T5JPlDiH0r4O11qV27ZRhXHqLY7aj3sNay9rIepByaAd4gd92qWBfh00DoZtb+BQ19ThAczytEhXD3+tMPtjXnDgrH3RP+W9591TFfw6Rl4siHUXeZ2gI7m1AcL+dFWfrrtPzgfWG563vNu4LxvOBMNS8G6ROxb1jCBDYuacUOYh8DRqKXBIQMHHgH4Xg/U9xsH49rhHPyV2zcmp7/RAf4WA9iYpmvUPJy0dL32xx3Iy9Xtg7J+Ef4aalUjGl3XZcNylkbyqB3QtFIHrcDe2PpwGHrc1Xwo6Pagg11y5xuFR0+U4z1kR4M7dhHLEfQbaodLZzS+GZBfdj64445fcBeLd7wtqN50oVVZok8j3n0q4AIyXijv5XHLuB5UWmkuEm+lbcmygUDsZCHChn1Uxtap+DngWG7dloq4iCcxMkm3I3wl2RMBuQ+Mu8CYyytcodvLdpAKymVreDbPNutktoYVm0ShgmXiWDlRz/pbhXC96q+mHZUw0I6TdBxjim2khGCVJl9pKy1UbKJcU2HqHaLC4jBKltDa7fU6iwAcURDoUocoKnRKIFMDJjImE7wcFOX4gMtI/O1NEYVKDaj0AMtPkcq4U50Oy/NZvD9K95XKkIrMSf8ZGlgSviUZHlORPhReYukFndp0Yhs22oeCfSQyJW6fwTduJRXCLqDBCRaYiJ4N5+ijfqVunxPRq0bqBRfeCoEVnbwSHWdMdI4FBjXHtOiZ3NbR248R983wwJowXoOJLWS4osOXbGBKelaIpds+VgC1DJrkmh+FPH3S+6p78Etolh+9rziDq0x0kEzNM+lVXbPEjEvU2a0Zu/GnaPaZFPZuoZNh1SdX/P12gEQDnVqYBTxCa2ddef9FQruNHK0bjnP8aNUyTxpOEPT0oNMupRugJ7dP0kMNg7wRy+i6SfuoqWNKHqplGLXCq6B7GXNOTu/NIu8I8I5cMHZ9jk5mt1s/wECdADg7DatUtk7qB8O2foTYF9ABDWtHyK/C1Lvd1gOZvI/X/gbO3Z+JDyaM56wT2irhMzG4Qa0rNjKUzfLQooiHY/bhGDetOd0FdXKlaC4Grhdy8DljvmIfbEjbkjauZcOSO+wxR8PmyQQ4mlSsw4KhDxz1moYBcDTOaefV91aVD6fl9ybgh8PqvgQaZSI4wLRD4skE0itl7bziG0R0A+c+adwhbQ/RlB2vGYjKIR3epYJ7cPgeEboneI/a7ndrjlPc/pg93eXVmp7Hq6h10KlL1OyRPuetzah05jtNuePt4S4W73hbeFOoPlSdWt8peSy86xmVdzWrBrbslpCAWM22kvmSP4GW1ETbKjQtTM4r1i0MrBPKJqHlEPGETGVoNEJivk7Dh/NZZdiQxbREZJVOrE/HZCbQBWM8VQTwTK0VApupEpLIIoVQu2HBKxagaoOa1kba286AaJSCEiSYo8EKApWrTLVJN8tCvkrdykqd4qsUm4PZMkLkBLDOU3UEz7NkVcaKElEQ5aTEZUdsUmILlJAcgpU+nBWxZIfODajEop1ccvEFVViJ+ZlcHEv5GVGZsNFZ2zIlQtNmdMSlbx/bJeIjMjZkCms2PuRdAzo44yJjLjUVCyMiK5WSMhQbF0IzzDFnfXMsNiD8E8K3FWIT3t8XvEMqtqSMC9EyxexKydYHzQpl63GOIebqNrVLwrtFg2soMGu7p0RihIYUyDlCHSSpmxQso2qErmt73Q+mXCBe/6ot5fYFry3m61Mr6T7tBXXzhmHaMkzqrmnaPYp7ZhHHsBwZYI4J5BZjsUHMPar7u4VAH/AO6eOLys5VQ71uuOeEa4lYLqC9OWAb55xsPSA3LJ2MTimb5dLxuqbp5jUKsDeGHDxgYGrmRVOzann7YfMwfDg2HEqxR1LU2s94FbdDqZ6OEEsP0vTqpm7RKtX127p3QLg6qGuI7XeaZkzSU8S7IPVrNHhfIB9uaO0NrJ8SgVU3MJNtYzYuydFOPzzrWxaifk4bLkj7FeV9QanPlMNV13KhRM849xlkmxG2iRC66BlWHfUYtUwgU69onlQs3Yqhh2qGTWO/blqUjmapB2epoxnwbFnfn0IH07JZgRxj8ngJGmfVh9vC47O6ZZY2Lp1uwutsh7SdvBapRMTMR0zkGe9+Lxd8CASMQMrQDFjzbjsZdGKnJtBrH8RMlNsq28zCsbavMQLpIP+xTqU6+mXngzvu+AV3mnLH28LPS9U7p88MH6vNTMGQqz2t14yVll1B4gwYBRuFVjFDpcNM2wrWvHjNVW756s002fTw5VinGeMbGQbz0oSVp9MClxY7eRHNdLFAl4r3Kf2gFpIJP0Nli2QywwRy9XS1nm4VSqVqI12p+tF6CMhG0aILyzbQBIpEIaCOwxWYzDXReg2tgkClSlWabI1gyiyZlzqlLlAboKBC1AQsR6AFrpXtc3myW+U6qR6b64geUUn3sNyESvSYMMslOSaxIMMLMjnnClO8suBqM76x5hsLPjWWblUjIRG5sZAbMcERHRmQb3rUKm8uIx3SO2GCczHZF6M9Jt5FIoNycFIP96v+BeWf4akJHRkJyRnmlTnTmHbNsciGOp7S9hnuGQK2ARucC/4eHRmi3hnh3tKBKyE0I+wK7B7jkRHuOsc9S9K+QdznsP8MtF1mTKOCmcdiKtVXPSdZVplfqx6/NJ9KpqdcWM3GdMOamsoeKmnXMhec5sIrf3DdDC3qvnkk3E2GmZiNyrm6kLaH7A1x7RbR93HttG6fAPuXmb1t7cE8b+sXrXRhf1TYZ2M704JtUtpbtveGmKaD7/ON037rYAVqpsCpUtLOoo9mqeN+5KBf3pVqzn5Te1Y1T0DNBjHKlG9Euqaoc0W6L0kD0dLIoK3D2EXWo4z0ovibHHcwZNQb4OFl0b2GvdOObdKxbyTjWHJMWW2PMYyxwzGjuX17G+pg3TmZCR+ciyeXnH0r2LeEYQIGlI5jLhrW9IM1+2CAH0ntXaVmUJqGSXNXgQ/72QeD6u6saBjXXLfqNsN106qmk9fIjcOz3NPzknEN3B+0dzfE03HLJmbcA4+/l9jhou5pJMInTKRDi0aOMftx3q3DAsaS4yFiM5acp5DNljLoGnENG76fNdvKO4aK2qbE7MLHZuLuaModbw13sXjH24Lqr7rQvvtOxa1p5P823tqp1o7aFQ9d8QuVWLUcrmcidDLcLbjRph0uu1vtZINMi2h20E5KtUS3HiKocEfwd8UUqRQ6TLoHZWdkZEgFlXZaAj0dLEFReUKMZ8l0hkjnM8l2JlqqVbP1YqgQjTdy1Vy60CzX4HgbKBSRSqNVgpFIHSgw+SJRK6ClKoZWoWaDxss9qjIgWlOwPqZrAlrisWwPS/apbK9XUDrFGRqddqOyEu1xpQGWHdJpEM+JaFqCohMs1SeKPbrQYVPjbmnMVBZSccakJ3xhzGQGXGZApybErawUJSyrIBmOSPeIzICIjun4gI1MSFenbR0DzknaNSq5JxnrHPENOO+S847IyBQyzCqu66Z7A3qWiHOORpaga8Va15R/DpsXSHCORq/oxDkTmeF6lnIt+eiKdV0SlivEfo445rhxBVtW6XuTyKE2HP7K27vtqVRe2eIkj3U9xw5tMYzSR6PsnhJ/D41omIK9nzMwkfg0azlrmGaYaURZZexEaBvptIkDT5ZN05oyL8EPzpv3Fw71tL47rKjl/B5f2Jeb73dKHw9qGjLlWqW9k4r5vKGeVI46bcMU0m1Q6xQ83UB7m+azefOYbWrGRS2OquX2kQx9uM4fkahxwnt5NtUTAy8J+xmh34LOPuRZgfa5ElpgT3r9ZxL/AOYOt6htBQQHWLgreIayaSodL7uaAa3uUQc89ZAXns3JwyWt30jOseLaUpbLjmElHs1QzZgyKqRlIZ4uid0z6uGY+mDc+EBqaOZ5wxIyDIt7nfyDce3JsK1dlhxz9tlZ6/EWNPRqHw1Le4vmw03JjsI2AnnWp3bLtXtc0kEmnUrg6SRuGuY8vbC1VdLiCQ3jP1Ucp6L9MW5/XDk8gfynCbu9YXbQYXNZa2jpjXnVQenUVAuo+dO79m53vEXcxeIdbwt/pSnFZ38zGX1EZax0freZ3SELlk4hIuXiTD7Uzge5RABLO9m8F6v5KDrEM3mZiTBIFi04oXqIaRs5MqaQcYzOM0Ri0s6t0ciWyPXaEQ7PMWRCxgocmmHIWKSRjZXcqUDSma5a4/mjRMKbchaypXyijOerVaBaqDRz9WyzlABr6Wo9BRezZCuLIBUCrLJUpctVB3CRwXKdVowFc29O0xDpIZTq3V7iuT5dmAmZwTDD0/kpnx/hlSEICFBxgiV6ZGrCVSQ+O5BzHTEyE/JjpjCi82s2O7u9M50ck5k1X1vx5SmdG6K5W+PpkeE5ER2h8RESkHGXDFtFUC/V7GzDIbXsPcrQFywjybchdZPazqSg3iY824yxVw/NWvYpYd3SjlVrd91Ur1rms5Z5VQ9cFe0yop4w5qFoWYna26/gG+B0XDZv2sZtc//a/3hZug82nqi+4gnJt5oS9dZPLaLPxGjVU917o6x2kf+Acn4ABr4BpDR42zEuOvpJfz9/2Afjc9w25a09yDmvmZeo9bzlOUNPrsH7m+z9SewBUz4CazutuI6MW/j0fTz7MZE+oaMhOOUfxN2Tgp0D1CJ01EW8k1p4CjkWgG4NaGnKOsC8Y8SvtBwsfDKr6uXy7hTcFcRAjwl0MPuIMixRg9QOzCqBN9OsIMeGPuTxvzHiT/vkcR+3b0hnvxWcErpz2j6fWM5l/UbWj+mHPe6ZpDwbModbTj+X7Gcd8yei4RV9ciZ+uIHvTStHM0xz+8xraHfZ1F62j8bg7rxl7xKWBWDv4OoB9GCMPzsDj87B0znyaEkaN/WTdc3cIZ5uIfcY9tJtnQzrp9D7MvK4VD3ESh48fiImTXO/e5QwkDEjkX/UcZ9y5pORW0s5jij3HhR/yIWeCCld36uTQs/I/+4A/NpHlEpVO91vGo7uNOWOt4e7WLzjbeFNqfpQdRr/m+m0G0548YiFKx0hBeeo5unlk3whxmcs7ZqXLbqrWQfWCLBMtCOkBliMgmNAMcaBFhSLsQ3fEC0yRFkgCjJTmLE5hUjwRBajY5SQx9i8BOUAoJoEc8ZsNJKM7yRynlJGU7Sqm/FwKZLPFyqVDFgtRoqFUi3XrOdjzVIOyhRaMQjK01iaeLO4T2ZKlMZkUYajHJpg0TgrpBUsJ9+aBBCU2fCQz3b7xZ6c6YvlHlwYtotSvTUESzwW79OxoVAcyqkhl9x0UisqtKQTczK5EOLncnLMxMZ0fMvFrynkHCmfw4UNmVjR/jHvl4ggz3hESkuT3i7okGA9C3g6kHsAh4eUf4xGl7B10zKumpbrfHBTiisNmwRazxH9GLNOQcO6qF3WXTPctC06lhn3MuPsE44zyjMlLee0bdmw3VSM5xXrFWB8Wdq5xF2L9rvxr1hTrKoXnr2zzDvnXvXc8k7P8tFl+PAseCDuPIDth4OCdt60nNV926J1XQyOUulZKzkv285g11nt9BVhWtLeM9gypT8+rx/weXWn9gFReYIl7HzC2UmcdsPPmp4DxmwQLSeyx9uPO7u1XQo1TOGQVAwNy95B06iATya0QZHsK9yDE+pNzSDWHPOciaeMC9IsIF6RsEqkhhWsQ8zZbZvmNctZx9ajDyfy1yR2r4calsSDCa6bgofnDe+lYDrvBS/HjleM4wWpuST0K0mzUgwT2jUVzRes+hPC8lo4viaPNvDhqmSYQ4456ByXT+YZ7SSn3hScC9g6Ap0bUDdCnRxqHeKnA1A9zlogQkvDmou2ewlqz/DEBRu4wNJzxjAGjs8I5yS/JxRMvYy6mzlko3vD2LNRzIIXjqWkuuM2d2z+cTggBAJc2MRa9hD/LuF/XyhY+OTHhPOkqtnNfe1YilnLDkfGcPTLzgd33PEL7jTljreFN7XqRJUIfiOa0TX0cThiyTaMfNvWq5untZQcixJ1l1jzESU3VvTX8kEOjQ+BSL/tl5Bgt+oV8eSgaeiQ6WkzIYFVAS1xZJZl0xRcaADFCltEekX6zZydIsO1CkCpUM+WUxl/OOStxh2tlD4Xc0aTgVKk2IoF4WigEvdUcvFqOlBN2fPJeLFQLkTKWAxuO8Vbmahmp1hVZvIUnoWFNMmnBCE/wAt9LDLH40w30eOrUxmZYa2xWOHaZR4pdoC61Ip3gapMpIZsYiLGR2L8jPOPGOeS8190AwvZdyaGFkL4olPbytAZz8zb9RmYWUBhBc1IWKRL2XnC3YNC3ZafAywMHuiAnhloGTS8Cu4eQ/EZaJ+A7ksocoaZFdK7pj1nLcdZOzRpWedVwxwJDvCAgvlmFU+3oJ+3rcvyrcd4L+Dgtm5dZ90XQGgDWJZw5DmTWtFh+KvVlK1K9blV9bsW1avQO4vo37x4+sHLiPpcd9y/Z2X8unHc2S/7hjnPWcO/As1rIDgLaEaAbljWX4EnF7TxAohsKN0ZvdtDn/ZragQ97rV2iJqFz9nnlY9HNW2/fIinLbLjGWl2s0WflH86gnV92LMA7f3myQp6PK3rp6ThAgn3EPuE0s6Ap0rJ1ka1BPAuhxz1y9pRTd0VHCPSNu4c9WD3AHXOQd+WMsLIcQ86nUO7w9bJitIoOde4YTlHvXNZdyU617LhgrZtccc5Z78S3ywDuaDM5/TTK+HvXLOHN7J2w2sXsH2IRoawYdH8YF57OK3oxrXbXTMv2aNtwz5Gg516iLy9T9ksJXVcW0s2jf2MYVUy803HBI2e3UYIoZ9B9lHZMqzZR7X7m4pmVP1rROpvCMGPpMBDKX0wit3rO0z98KmYdjIZmxA9Enw6+uBxwunEU0+IqKbt0GT0dtymxixPsdjd0ZQ73iLuYvGOt4XbzOhWqUI2VcJhAfwmIGOjMCtP6N601WrF+rU0VzLjlYDsC/FBH1FwUPEUUwkRsIuF7R0kN206cNzLQiEFSAKNWqac4JGYDIV4sIBU4iye7EpFXqlznbJEp2Ai224nWolgLpIMtXIxIG9PZVwGmzHvczdcYTSmLka9zXy4FI2kndVUKpooJQvJSjMCc065ZZq3czO0PCFKOJbE2RxDxzpMmxVKQ7QqMmWOz/X51khozbvNWQfqChmJqt7eROIltl6Umw28HeCJ/IgqTrnUjI2v+4lFz71W4udC9KwXX8jxlYL3e1CXxOVqqluOdiuRSS3Th1wdxDWCUlIuiVYSTDMsQYEZ9nQKnsyroS7knjVzUyh6UfNcI5EpGV9jkfN2cAhH1y33m99qVG8Ltn2GhJdF26BiGeWfbZvq65b1HApsKuZFJbDKBkeYb8w5tpPKjA6okuqv1FNUqm9GVZ+H7n8O/M0L8ONVXXdZsA5zTjwdYFOuDmBAy3ah6B5WDFfY7f4ezzMPF4njMWojsdMBbesyjjVklQg13trtoLolqx/iBrmql2NGJq/t53eFtnWQN8s1cxly4qhfbB70iial6Faah+eQplc1jhuno6b3DPNs/n/s/WeT4mq6rw/mVzhxdu/Yc/Zus7qru6urVlVWZWZlAom3AiSEBEJ4b4RAAoSQhBDee0/6csu0O7PPOf+JiYmJmLczn2uyuvdnWKte5BUEURGZQRbiF/d9PegxZezAm67yFikHtkigx8tX+eMNpVnWzH0e7tUtw6pjXDWMS86rhn5aBOeCbMPqPlLGT3XDWjAsWGgqgquO4aFuv2ooVn3LpA2sRfeBR29r1kd9uWuDP0jgfVN1P9RshvCyB68agX4lsKxiW+6bbfXxFbQ8jS5FW78OXrXsiyo04bBB2rnIQqs82C0C3YJ9FkIbabjJuJYCdC+5HkR4nv/DIgqOEn8YFN4dSher8C9m/jeDN2fToKwZ1LSj2m7gVRfWjGLapsP0eEGWEcva6ZbiQNdnbgWedU1K2mAXfg8Lpm9K//g4fu568MQT/8VTFp/4Wvhnr3KdvSgENaOAZs0qVpxqVQ4NqdCaofpBr0TYu3ioDyUWXmhNB2eZcIPykjk9JeBXTGLUjPQr2mYjXBVTZD6TEOl6IbKqJoZ8YMZ4t1XXSvTPOb7PRaVyssOiZJ7IUSEohfvJhDcVDeFuxK+49Cgv015rAslkkkg8Q6TduShCpuPRWAIjMlw13K36p43w1B3cUIUuF29z2boUGLfI7iAlDbNiLduoE61mYd5mxmNmMaV3o+KqU75qJDetxKQW6TVS9Uy6SsQLjXC9W1y2UpNhbDvzH3refSf6YZO+HfsmXde451l2qKmYruUigxQ0zwUeRWRNRRsi1pHSHYEUi+liMTKo2yZ16Lpq3Jas+2J8yiQfOPKKIu4K0QOf3tP4VQ6/LaY2HD5jsVkB2PH+Bz7w0AheFcCdZFvUvLue724QWou+hRRY8PFJx/kwN/516d1vteWfWFKgo437+C/Jd5/I48/S7z+ylo3wZRXxmnKPi+CKNkplaE7DB9a2LtsHFcc2ar1LQTcZ95qD6x3ZQXRsOXDA2XqkfdnWzzqmcUU5TGn5jLlNWFkeHGQup0XtqPyqIlqYpmVcMNQSzj5rX7KPWmCfF2ylgLPPW3cV68eKecVDS9rYZxx7SbcVlCvWua69mYt6tm1hi45a7k0vCi6j6ikFbARjP6/aFdT3ZeN10XTLmXfZi13Tvuh6lqLhSjQMJMtN37hi0JuE8Tqnv86++FGwfK4GPnSw24lnPXKPWsCyZF9VsUVeuxFkB8Y0Z5Et71nSoetmcM+hG8k2y2rmBWc3BtOEpcVfjmhol0emWVeHxkes4yPlPeTN64i9p78YYeoa+Wac1lzFj7eQbu+3jcyGesDbjTjbAbQfVg9xRycArBOXy7hpT+hXXtsk/mqH/3GoU/BaiDqyCUcnOeAo+aQpT3w1PGXxia+Ff3Yr5Og5ewY+jvn6mV+PSbRfQu7K8V42Mc34u0m8Uk60U4lxNbypetd0akSCPGeoVcBRN7foJRYjvF+PSJwnKOEZIZUX3AMu0Bd8gy4yFWODSqEtFgiW4ZlMkUrnq0lbkfCX/Agdi/kChoDXgiMnUf2RE0rnEgE6UkzHC35XPhzh/UmCzoQjdonGW6K3RvpmqUgrHp+Wo91qot+gpp3AqJmRmj6+EumJ6X6DuG5yC4kZ1Okln19ykX3DdZ3xL5rYsBAeMcl0IVBsJwbj0HAcHQ/h7cB2W3TeDssfhtnlNNxogu0GuOoqZ3lkHDELSX+DNE6IWJ+DGDrWaiLDWmTUxsYczBPOJftobPBtXjVgtJ/E4Hsh/L7gX1ZibTKwyLh2Pvcqk1nTvkctG4nujQjth/73NftDF77vw7NmdDEkl31s07GMW55FKTIvgN8PfH89oN+vFEf8T2opraOjK+jofx4dPwSOPpXVO0Z1SOtmhTf7rPbWpx3iqllMM8/D27hhRKNS3jlNm3de6HMW2wuGXfvxgVyL5kUFuBXVq65xW1NW85ZmVrcMYHw1LNQ9pGBrMBdt7lRkTnqMmsuYuxWjVDXNpFd9RpcjgHLBJmRMD13lIWvcCZBQs85q2lFDPqva54xqlrK0aEWfN1c5bS1rnbg1XQ+yj1g7cWBV1lfLpnHZOM5Bs4j+JmtdSEC74exzznlFtmvotjXbjjNNIraNX3tD/eZTQ/VRdN510E8D4K5rWTf0t6xxmbUfKtodJZuXwB2jmPP2myJ4S/muOOe+8ChP9hkFjwh/IWOVCvCCdBxIfJzHJtnguAxfh2y7oHnquRg5zVP4OZ8z1yIXQ1C+8iBtMBDCHN13XskZ7ISNXS8geU7H1tOR7dtO+rdT/HSUUGy9x1tMvQ7qGwaD9/eqAPCnpPPoCHhqDU98LTxl8Ymvhf/qV4aXiMxN/VG99htrRcd7HrvmwZtSgrvMTnOeSSkmCTGx5e+1/bNqolbA6mWYqYRzjXyzT962EvtmZiUlWKpQ4lJNPrarYNOaZVV2XXdirXycYWm2mVLmC3XBF2ciTBkTKxGRcpfzrlAyeEL5jyxBGM+4spFiORlLhUlAlfdEUnQyzMapiq+QtpXDASabrBgjQ1ekkwt382Sdj7cr3gmDjCj7Ou/ddMAPC+fnTmbZKE1rxVmZmPdjCw6bFdyTcnzadFcoupwjqny8IyUbPaTVNa16tn3X9d0g92mT3PRBcaDa9S/G1XcbztIIuwaUq8wEJBEecbFJyd6Mx0QWaZHudhYQE6FFNLzNxPYkOBe0i+L557pmljOv83Cj6J0FwQ3kX3kiIyI2KSZWXLjfic8H4buh49NA80Pfu2nGlzXvXRfaNb65q6tuK86Htud+5Pn7InC1lvXCP6mmPLI5utzpjx4o2XtefUX5djX5Nvd2Q8kbPmPVBbTj2jGFj1PmdcrcZoBZ3rCjDDd56x1j2Rbt9yQyJZT3wn+/444fGm9X9eNR3jyLIyLl7+dCiQaSFaydimVc0S4LUI8G2zkgSTi74kmzdFLM6ov05TBnb7WtD4L6um7u89YRDw2rim3J2qsCcwaeZBQjUtFkL4aMelFQLlKeDa2b0dZd8cWIORkKsqaon/Pueca14qF1yzFooBNOtak5xiy8bRmGrOEhZdmUtPum7KYn3zRVy6r6exb4WPHc15zbumvH+xZFtMsqJqx5w5iXjGaRsW8y5i2JjCv2FqftSf5iLlinAwMW3xWwTda9CuNXSfeEdI/iyqFXWcfOt/hJo2SvRh2Cxz4wvp0r7Yuwe+mwdxXgxGrpBl39xGUvo29GnQf/xcih7RG2ugMUXdZ+DOnjPi4FcL8/d77VliJPC5Kf+Ip4yuITXwv/cJSjI5/2KGLomAyzmGxNoFIzsOdgIEvN/fnbRO5DMb4Uk9WevzH01gRfTfKtCskhl2KaZLcZfy+FHoqRWTU7J8sdpjKu+1YCOoqCwyqwZrK9SqYmhgkpSjORXNrB5H+T8+uzOJQmUMKv96eMF8kU4Ag4VX4qFvZn3LDDgwDgsc19GQw7ikSYJFKJGJmJJLKpJhNpJBLtSqpZTuQYlyBqGlFgEdaOcratBE160GoQqhVTJaEw7oZGfKhPOyvh+F4KzKXchE8NctQkn15WA7NWcNyI9OfJXTV9O8186sSvp57D0Hhonq06CFcJDit+5sthRhBZwQbFF8tMYJb3tWiyzQfGseiKhA6p4G3Qt81Gu2XfltK2CW0vY2ESaKfovoohD3n73he8oS0byrWTcLrpa86TV2PTh473Qx095NC7JrhtHj2wR1fMb64TzgWF7rvOTRH/6R3l6OiyBenXHtM6A13lXYsctCtBW1E1oBRtj4Xxg5Us2s2592n7MmzcZ3Szknoq2NacoVUAVhnw1o/uSfWB1bxnn9/XZe9pzSFrWtLOmdvPZeBO7rKVgYdJx5pwzAndmjZWs7Y6aWxSll7JyOeBUc6zIPHv0pErATyQ0JR09ovq26xhXbyYS2BPfFTA16OEfpU96efV60cBqlkXEr5s6NqVF2vq3/pF3VTC5nX7rmnes9ZZW72tqa8a9hveeeD9KxZ+L9q+q5x95M2bnuHQcU47+n1V8Ul0PJQcu7Hj0HZc1YObJtKqqcesfV827SrOQQwep5BBytnNAsOSRWIuF3l0mLVsBfO8AC1IYy8FX0POMemUUnou9myZVWxy+quysUMFFwC01F7eeE4eCO2csMy0xqgJqbmc9Zi7l8aHJc+VG7zyaNtmR8FhDUCGrBUrZwLVBJQI69YZd85vTz59m/LEV8NTFp/4WvhHr/r2KH4SS0Gs83zmvRyUXCvaNSjDzRzcSqc+hDwHwrMq+dpdrF+Bug1MIr2jkndNu8iGu9sMHCRPs5pYd2MNvrBtUGMxsS0FqyFrPRbYVuBRxi+VnRXO7Mx742k8SlrYtCwaQY7CHiQA2dEYREUgJ+4OOYMpg4d0qN02tUN3BgDHFiccTqfxeNERJtAgT+MUhYglZ6oeiEhRb9Wal0CJRCaEZV0GBz3zeACO6+5KNd7rZZfNxG4YGNCRKRXeV6m7tnfBpzeMZ13Ap48NrBW+HSTXw+J0ljg0U7ez8G6e2A+R6w44qtv6o9CkGV4K+JL3trJInboYJ+XTLNYW0RoT6jOuTg67SshXaHCfDh/KmVsGv61YawlvNe/nCOua8d+QwKYM3xDa29LlrmrdtGOLQeRDz/ahevo5hT1Qijva/Lnycl/81/eZy6s0/IkD/153/s+yqm/8qY9HbkFHV/HLH9KqDQn2UVtHZRhSb6cpw4qy3kQ0w7SxmzbwzGPzPtniL6q4okm4tgyyKiDdHLjJ2O9px4ZBNwXHdQV4IK0/ZBVXlOEQAtpF/cSl7Mafd2H9POaaI9qrlGGaPhux8lpOOUzJZrGX9bRRSEL7nHcQ8+6ZAJdBC0WolQVHpX/dc5pO/Wza0M0S6i2h3RD2edbQYl92aHNXNE4E10x4Maso5yTSL/mmFXhNKQfcRVXSj1pAQ1LsWthKgLcSuuE13/OqfUmxF9EVF5oLj3aIHmrGedc272s3Q8NGtD6azaj5stF5t+dsE87er7i6EWxOedYENqOM1zn1JGl9vBrDvGsW0JdizoYN2TmxMYZ240AtqejHDe/Tmqs8uPc7rzDgPmS7Kz2/b2o2grKU13ijukAY6rjNqwQ0ItCbsHXrtDW9GA1hgtXAuoxlExRIurteyzqcGYW9T5vlP/H18KQpT3wtfGlWpiMiI+Nz8kZAPcTfDEjZnIXHOX2ZdczS3mEuuvTZWqS1X/G3K54G5eEEaFjGGhUjy5vrTUenFmhK3krL1eFCYza0EMN1IlyjcUF0zbjkmLc9FugS57DGvXAiUcp66gRWDnuCEa8l4rfmXHgxmkqa4JTNR/hDfq0yYrcAvwYQFxiJyDJpOhvJRrwNKMB73FXCQWVVSd4rr3miVZRh3PUUOkrY2xwy6sbWvGvPpBZ0bp0r3tczB5E4VGMHjrpp+de9+LKDHhqRBZOc89llj1gP0qtZetOIr/v+TY9cTvHV1HnXMm7a8LYGXbWC1xx+SDiWMePCZx0ntdP42ShravPaDg+36sC0AkwocE1iG8b1sWC8pYBlARNoVEjjg4RjLno2Wei6AHRShrVgHbKWUc1903r2vqK8apyv8pZbHprlgfuy8UrA9wz2Awn8rfr6r/mLw09tKV/4ATq6BY8mEbCLqjj3m1HqT92SflrS7x9VLK2nSaUQN3eyLzu2542caZZxvi/E7oLoPOFbJMCrkntEOjcV8PEi/J15++ei5iZ5sizpuzFDN/Ci77kYpNQ73HoXtK5w7WPXF0qKVl42CMpmvpMJ9k7MW/q0el6FJFY/rCJt2ijVVH1Bs+Bli5pmXtItc/JxTH5LQpOyol99GeaOWpR8wGsG3Nt5RbErobMstKZeXeVk85Ji1FR2RHTasM4l677pHrHAkrWtc7/5cn+KAm9K6IrHx03npoENmvbdHJgOtHtWPa19M2gqpoJlylhnRWyQjg1LnhWDjaquZQnq0JZtCJLCvm0AG7ihrt5aBrHOvxvmCNjyOurRiwWhuPOrHsL6GWIcQdjM7hwHkMdX65LyeuI1QbzjI+/GYeut99VNDLhyqma4qWtCmme+LgBN5EYGRtKwuy53X5ns9NHT0YNPfEU8ZfGJr4XHyoi/OaISv6yn37QvDF30zQjW13PKBmnuBjCplB7kwo2IQ4pdsgWIyMJFUtUQjB3B2ctaGywyEFzLHr1tBKdNtFUJzrhwjwjUC/4ij3KNcK0fGPLhtggWWThctoVS7kTe24y7uXioEImGY15/PhQqmQuULZV05NJQLolGHWqPH0yhjogvniJDcD5C5Vx0BmW9wWIcLAXsNO1Mc9EQh9Uq/iaJjBj1QnKs2/heih7Y2ECgNtXiXkjciMm7VvqD4LuvBFdd46oL3TbwBy66K6dn/cxoEpsOE5t+Ylelhs3UfJzYLIDN2HErWGdc4IpLXOfDmzQyDuD9lHVEA+vccYt+Myi/Hdcu+6KyW3M3WN8gD48zlyvqYh6/GNOmKQPShYsW67vi9e/L3vss1o/46nHDsijrC4pV+c37FrIqWcbCSZ/S7fLaQQ4Z5tA9Cd4QwD77uw/JX4mmI+andZTeP7ZO+bP+m2vichOGVhEFT/2pVpYXSmg/oY1GABG2teKyfvR3vZSiX7H2GddVyj0lU2weGxKuecy4LKqWcdv3FfX/FAx/Y3/xUdJsi/oZpa4nNR3idJGR3VCK24B85wU6ibNx4WIY002j+lnqZJJTTMqaIatp5WRTDloUbeOqoVI3DyrGFmtbUJezIjSkVOOC+SqjW/HmHitrVv41Ufz3WenVrHy6Jg2rPLQuGiZl1Y4190vHAg8cqh6pYT0M7Is2NJbC5bh5TZjnEe21aFgRyKJlvW4EHsX0vu1837U/9IGteLnj4G3LPG3bVzS8okITOj4hsRVpmJFojTYc4tZhAhgHwb4fmkMnrchxx6qagq/a0YtBGminlfOE6Ra5WMc045Cj7bKMDMGeDytnvJ2gTHS96WDKJq7peGU7r3HpvhiHnCvo26ntdKuxrDHlAH/D+E5dIVAw/Xp4pHxakPzEV8VTFp/4WvhSGk+O8NgzKm5kwiBrdlfieInUsSTCZnAxFcnlogXSQtAmrgxnCHOWAQcNy0TA6+lAKw11a/SsWVi36YmEs2yYpeJFLsIQeLUQ7Fa9/VKqJnyZscFKhnIZ9JWwVAxPZOJFMORBgn4cV0c9yXwwFIODGXsxbM3h6nQQj7nQoNdJBAM47HEHfVjah6W8mYwv5UPLYaUQitZob1/w8Zy30/T0pLOFYJpJjlXB1Sv7BYGcsOSWz85ruUMt/VEIX5Wx6wayFB1XrchNLX7DxVb12LoXvGmH74aZVSO+lPKzhnc7ih8aui1vWzDWKyZ+x+AbCpnl3JOSY8brtuLxUtKuqpp15XQlIGPW2c9HRnnbKGvoZFSztHIRtQ9z9o4f75bRq5L3E+28zYa7fmRGA1dF/byhPnDAhg6vyt5K4fmS+82MMg+SgJSAGqRtm1ePs3YJPtr8tI7yT/6WPGobjsah4w8u7cL4x170v2+C0C4PtDJILQ6wYeMEMfIZTbIAcTWslzZOM0G6gDJSWMqfzXOqcUQ7SmIfUr4fi+q/cJpD5eSuaOgRyn70GyF+XqX/tC4qBhl7O2Pr5+AWqZr4oH7cNU6pV5yqUQY77GWdVtRKwP7L/jTOCe9q1sElaz60FDNB16mbDsKrfdncKSvXoqlbOO8QR6vmixX9qkGpF6SlToL9MjInrSJhXbCqWdF91dXveuqbgWckQb2yc5Yy3BcMu4r+IJpuGPxQ93zqRT73kA8jw6ZnvK87bhqeQzN+29VuRfuWgRdsZFJVb2h4hsOTmGOagPdBkE/qOgHr2P1qHlOOQhcT7/HA9axFaqWIZhoEFmnTVd4wouS9HDLzumq4b0ggZUzWAtR9g2poezdya4auV0Ovc+NxNsLWNfzbCfR6Ej6vBmSC7zgZ/XUVuJhpj4dHf3pakPzE18NTFp/4WvjSqV4/C/vPuDjU9ID1KCxhWCPnmhJmKRQQvG6etMTj9gJlaVNAOWauksaqBLRLxkbcJZDWVuKyXsp2OahaRtlSqNRIZWthsZbqlYJDKt0r4/18sF2BawVHNW/PRp04hVFpfyjtScHQSycY9fqs8WAgGQwGXeEwkAxAZjsABh2BKBjwOWNeKAAEYr5oJISH8XA5C3MpF0X6O3SyVwZGAtxqYt1mfMkiS9Y/LSAHJrIoezZseEP6d7nYVT2+lfx3EraoO5aN4KSdWgxi425iUw+vq97rduBmHF0PY+M2NKtHZ6JvJLnn3PMJa33sdsuKd1GwzQl4WEZ6Vfu6rltXHWNRc+CRhWBdcPiyDG4j6IjUjXPAlLCuSdOGtPdz2lEB3haPV3nLKqdsk+5F2r5rWrc1y4LVTvJRMeXq5i/7nH5C6lpp2J9TkmVZqQYvs4alybwNHhV/Wke5TR59Hh39mDwaGf79cAR8fPXve9nzT2bbfdS7p84TrLmZMdXDbiEO5lLuAg2PIGAC24VcgMkaG2mLGH4p5WAx5HvIo9/TyIfC2ysBnBT1q6SWS1sa1Ok8Ke9T1hEBNaNor6SvF2zTgn+QfnRK3TRtE8qWAomKBcWY1G1Lnk3ROhKRiQCuutCmobjuv9tx5zdl2U35d83mSbcKTJjjKvfsWvz3OndeJ7VVTtUl3OMMNo1bqwF5IWaeVA19wbhq2EcN67iKNov2dTZwk3YfasZN1bHl5fdt5GHg+mGKPHS1t0PwXkS+5xOfO7H3vehd+/LAuhdNZNKF1iXnOuidBeRzv3PsP2uH1KP42TSuW9L6XhGY5C6G9PmMfNMPnkuYbR6+WGdlh9D5KGEbBeE5AqxS8k1AOw0+30Bn68DlJPZq7Hq3Qi8HAc/QfSFgv5VsylxEMXY7akGFkFdnon/oGS+Gb572TXniK+Ipi098LfxDU46OHAo2qs8ljVzgOJNCNnHVwu9cebTjhHlAGNMleS4L1FLqZvxUIMAuoWyk0SaBDrPWTtjYIwylUpAs4WXaz/CBYSvWr3ilfKiR9wnZQKOEMjmfmHSVw95cFirQSIEzsVlLGbMUzRYEj6RTfk8+4EkFggGvGXVDWosbseD+05jLErCZAxE844wFbEECR6sedTtjEXNuKYkscs5J2TKQEnUu3SmlO5RrlfRvi44Vj/WK6IQBx2X8pubatpBZyzcUvW0hPm3FhoPUvBtdSOFN3nfNesZN/7zpmojYkAMGVe9KgIeiblqwzXh8Wg02K8YhCbVouCE6V0X7omxZlx31EtBm8WEVGhftm5x2WAKmZWDCQocyshFUX5Yl00AjDfSKGrYIzosuqewaFM0j9nJcMrUeJSan7+Y0ozQ8jWPdlInKmlHB2C5eLmKehxg+T7wrBH9aTykf/Tg5mvWOvnNffP8n+9/M6u+1is8W9HvUOckZ+8S3laJ9FAToEJTOWKWYdeUxbgjnsugcZ7FZUstmbNXcy0bGsM8a9oxmJRgmvOqKB6aUdZdzj0hwQf9pEQFrXmAYeTGi1UNGN0s7piW06bE8mpwUxhplfFXF1lz8tuy8LVjWtHUmgPUyfNe1bCTFTe3yvnQ8Z95Wm4qppG7T6nn2j7fVP87z+gZzOmDBWQvfMrGrgm2QBRrVi2VFOWpaNwI26limjRcjTj8WPMMUNiyBG1G3Es03tW/vO/j3fd37kfm6D3zqaR8k2wPvu+maD1VkL2gHVcekCfSLvpnPNUzbO3HzIGaYBM5rKc0w8Loeh8Sgup/WL6m3N+zrWewl737Jho/roTedhH6VsCwDyAZU7kBzz20fwlAHf9mLHE9JxSz/chbVriPqakIjBb/N+S4aPuXAJdtGFPXcCR1SleCj0tHTZvlPfEU8ZfGJr4V/disL8O9xv6aQOs1HFO3MseSVrXy/btpVQ1Q/IYzNIlIiHfUUWKTO2gWrmHe3Uo5uzt/Pg62CUSj7SmKM5mJ0xtMpYd0iMizBDGkjE9563tpNh0XSQ0YTVModyAaDBRvLOEtx7RBTlFGEijgzhXAo54ejIWMk4nF64g4sHICSYTuGQAa3x+B3BvwBzOFIubRC3DxO69spw5D07QronkWXNU+3lqpVQl3B02FMu8rjUN4+K/taldy4EjyI2Lwe6gtgQ4Q7nGcgeaddb6cTGld9ixo2YJApH5mU4wcuvKEDt7xrK/h3bGzC4mM22hT8XQZrkWCrgtYYfCxqxoyxw6umeWRUAMcMOq3q+nn7SLD2quBSCE6rrlnFvKVO13n7NGudFNBZBdtVA2sJq3GqpmDts6oua2wVnrcjumrO3s4+vguUKoFYzuEj9J8y9pnX0Q+++2kl5R/0jjado72ofU9Zbrzyq7BmHwY+ZS438ZNGTt1mdYOEpUO8abDwjLbeFPWfBP11BdvQ0CSH1ShLj1aJyeOx70UvYxzkXkzZi03+xZ6w9LOucQbs59WTPFqKgg1SPs/pppR+LwCNgnNZgPcZ6Ia23mbBm6rvquZb88FhDpyk9Rxj6PGKLvPytvHba+b3V2n9o6Ysmppu7XTJ/K6d+uMDp1lTullR2x/+Tmq4RgN8JoQHJeea1y367w6cZdLw9VqGSePFXPp2VLGPaGBWkM149UE6v+Zcd4Ltro7cDE5vxtqrpuWK//a68mXJ0q0IzTlwW5HN84pB3jBIG0ZhgM8AS/zVAlUMHGc132UtaGZdhmnY8iiU++L5PHw+8enaiEyKqgcJ46AIbVyGOQjM5LqhNdoMwAKk53Hj1K9ceU3L0KtBTMERrzPFd1LIVom8mltkQ+Vp22PuRDWCFSi9MT+t9Hni6+FJU574Wvhnq0r9/qiAn8XTmllBXs2e9clXVEgejynyZnUrpWdoOZtz8EE9HbBQhEuIYiLlb2XBQc6Ry6LZAu4XUiQXo1h3MW3ul5BKCaMKer4e6aQD45yjmYvXC9FKLkoQNj7t6tCOHmEfJxxc0hrL4t4CCkVDv/dDsojaE3AGAuZU3IJHVUGv3eEMRpMwhlgK6OOA3lnzugYx9zjhnFHoTHTPy8CQhyYldFhE+kXssW8NSspVUdfJ+Qfco2dEV2xwxGMtFq3Tqo3g69SwVsfbknzzTrAnBecN/4CPbpjMdYk41Lw3NHbDxuYlYsIQIgt3C/4eoeqUnRPyUWjgXsHB1wCJtzazWJ/QLcuujuBsEmiVRBZZZ6cETvO2aUG/yRkPSctN1n0d890m8Ds2cF2BBs3TYel8wRuHKU03ZGglLlqEqsepulVZrQjGKuBCtF41VR8batL7M1jKEXj06BYHDjjYLe8DlzsMuCeVfw2dfIqru0lLo4xNCq/YvLbN4TvOfke/fc/KbtPuMfQoH8aGz7nIX7Sy6nnQOA2/aGWef+nc6fNpUjUKgRJhXpVMK8oxJMFKyDiMQaucZUWZ+mV7P2+9r2iuC+cHxvCeeXYQ0IVgHUn2cRnotc4G4m+W1d9Oys9mFcOSc/Z597wFbhryfvH3k5JsmDLNeFevoqmxmvZYM+jAnQ5YZ421unZTe7uQLFMW7VdlI/rbCXk6K1iWYXCVP103XkybjpuG60bEV0PFofPivqG/Ft4dirYPOftdIThnnDMBGBQUj788L8m6OZmQ1zEhoJP+ZuH8pm0469qUba91YQYnCDQyg2NMMXaZxz793qnee883eWAddXbyaE8N9cKuGo51MwEpYunZdUscWnstS59ikDytFl+X09pC0j7w6vo2UwXQDSKGuQ9YRr7h3miebvo88fXwlMUnvhaO/nH0IKl/Izo1nfDpmHizKL/KZ84DDBgk9YXs4/hPTzFAoWCrxtBmHGkinmYKqaaCC8I+SJqbMSAQs0VJO11FhYylW9ByhLtXxMRWdDWjx43gKuEdVpFBM9aoY/UKxucNszI+p7BJHuNy7gwPR7mIjPAZvRCc1YZS6lTYZA4bIo7Ti3ODH/IkfaCAAWLAVvPARCLSjKDTLDBh8G3FVCsiTcLeLZvaJNqlgR5tH7HmAePsC/YhFxhwgT3nHZYD7TK4qAQWQmBRi5Xb7nEdO1Qiay46ZXyzbHJQTM2roXXDuaprVxVwzvnqRVeHwuZJ2zSDTuKBIREchzxTARArbpr1cflguxCeCfiYj5dInxjztDPomIKnZd20gC7z0KIIT/Ke+7JvlQ/claClCC6qr24E9b6omCeMXVI+DcsX9PGocL4sA+2iep7T11LoA+ee0//h0v8MltI8OhrGnl1HwfuE/s4H7ePolEQ/EfAsBvWp+FhwL0v6PQVsmNAqhezI83VSvXdiE7Vz4gBq2OUq9nae082CumngvOtTilnDLGndEPoJ7+jn9WtSvmPgbgqoZMBNEp5lVWsGkCjbVV5+XXy3r5qmrHLN6g/M5YJ7vPjYRjyd8y9nzdNl+9WsaVy1NbNmaNLEZlV8ktMt8+q6zzIthZcENs8C8/z5ipFPeoY59xhRZ40zr+voknOseFRkTwal342S5kFacaDAbVY2Zk+nPLxgvfOyZSecXFdlH0jlQ8ZwnT+95fBtwTEt4j1Gts5/uw8Ba968IDTDoAVMqvpWtYSe1C8VPY9xFFUPksqpV88gF13PRdf3zTai2/jlG/z1NOyiiEgxFWwmPCMIbEZcnaB2EX23TbzcYppZFGoGLkdBg5CCSELXBuGZC1ghyNAtG7hk8xCwfXPR/cfH8XPXgyee+C+esvjE18KX0qj/Xc5rCXtMcf9ZN35KB4/TaX02b0+UZSRlJAq2dBHyUN5Wzt8nvZMEKCTRaibGpULDGMwn3b6E01V0skl3qwC248CAxqpZbNmObhbUXkp381Cj5KlIGCuiecZbpX3dYqRPRiYkUqJtzcJFpWIn03goiATz1sc/6ktCBGyLaBG3VqfQmgouuISbuy6lhLtrOCrl0EHUOS/aBoy3GUboFNolLQ0a6JTRLi+vC1CrifQr2FByzYnAIOvvs85p1bfh3Df1yIQPT+rOYdt/VQ9flUILJrrmEsN8YVQLtmuOaRnu8tZR0dQnjRMSvMr5rlPYMp+YJWKzkueKxgccNsqHuESqVQmNcpEO5Sv5nEIC7EbdbRaZsdpWAZYKpj7xZXntuObeVuEJ41zQtm0Z/EAZH0j9KG/ok2frR1ELK/ZFeJ5H9nnPOgMd4r6ZN7wkNbnCz6ApX0zl9IiJPttFXnQjpnzo8SLjqwQ0SQdGaWRLI7v8i2X68hZ3f0qCy7hsS6g2fvQO1ezw0w16MgkebUPHK49slHo79StrMcM88ut93rIvK9dly6SsnApWRkR7hciy5N6R0JCwT3nnhNWtSsp27nIo6W6ZV+/L5k1RccXrr4mXs9LptvpmU/dOJNVOtIwb6Iz3TyjvImeb0OdLGuSKyKgc2PhP18V/3bUvPjZtV1X/nIWEmmdRV15xlp4A7ARZr6AfF8xb2rbKa/e8ekJoehXjOAcuaPWsLL9iFPes4S6tPlQUh7bmtotsaraNZFmVZOuCcVvA9llgGtOMg0DXZ5s5bQ0POPNZJjnLNCefpS97oLoXfLsIns0TqqUbmIWUPRjMR0KNGHKDa7eYovdWx2HHk8i/zEOX66yDj6I12DhAoWXcIkWtUlDfdSN9GON8+qb7ZKpybZ4bp08rfZ74mnjK4hNfC49dyn30OxKWCQBa8b1qY6py2FANACxlkQoAlbZTOWsh6GHzrgrt7tKOaVxZyduS6Xg1EBJz3lranaK9NO0t50NSMtakvKVchM8FCyV82k3wNatUgOiGO877STYgCtFOMTwT4jMSW5SwDmVuJbWNHMKmXTGvN5V2klF70qHFEAMVUF8EZW6f1hmwRl3Ogh0oQwYx5W4FgU4KqGWRGmEhMqGi280mUYnAuyxcb4BUHag1XN3243ja0ysiHOWr8Pi8Hdg18RGPbMq+seCdt2O3/diajdzynjmfmVSpgRRuVS/ynLrFQ8Pyt9WMoUui64JvlQ8O87F+xjWnfPuSZRvzLQhrPxvqFPxiwdkM4GzMKsbhRhzvE5Fd0TOk8TFlvY5qZwX3SAKmDVtfcnMVfFJFb7Pmbeqsm9RP0qp52DRI2QcR+5LAlgRyEwVXEatIO6rtl0fVoyPyZ9CUKIlMEkef4qfdiKZOOuZp/DrpuInqPsUc7yPyT2nFJCC/CRnvg7K7tGYR0wzC1h1uWCfVbeJsRfxmwvxqkvrVNmOYp81z3NwKnq/9LxaU47Hl91kD3XFVKv5KKblM+aZJ/aFiXYrIsgVLvG0laG7E00+i4WPddMUBg7piTr3cFF6uiui26noQsL1w+rGB76v4vhTcFKBd9XIjvV1UoBatWzyaTfXorv/sQ9X9fdE544Mt0bVqWBYl64OEbxjrpoYuCPRAG1Z1y4DVDoXTfflkycn21LczUb4aGLYNw1XDuuXB+xnwsSn70LRc89CurDlEsVUR6lrhcfCy6DpZWM+GIXnX+XITkE8jxwtCdZfUXweAdVA9wc63DlsTRFeAdZCAJRgdpZA7l37nkfPWc0H3pm3/7cLxah6A2kEo59BO1e6N1zoNqrpuveCASSgswtae84x8rh0dXXSOgKMnTXniq+Epi098LXxpU6+P3GbAgpoZr5GPnjYRExXUteKedt7WIl18EK/HnaUkFg6jlYK1lvSUyo54NsgVPHwGrFJgmYBECh+nE918spMPiESQz2BUwctWEZ5SlcVvC5y9xrpbjHNeww6tyKqGb6XAtohMcr5JAmtkgvVSqJgOMx5nDUEot4PEbZmMyp2QASGdHwXdGJD2aQsZJU+rhBzUCJmaOVUlpyllAYIK5AhQSrsaZXzAILWyv1hFexzeq6JSLlop+eut5KiTXjQsg5q2z0GHBrgaBdfD4K6DjyR8xUcmleKYC9UEWb3k7QjOcREd5w3jPLTKYS3K9ehAnaxtWNaO0lA/qh7EoVkyWM97+jlHOwbXKJOQMZFpSEi65oRrkvVuA/A+4utnUrUKMmoAvQbUEj193jYmHHUvXE/qJrx+VEabBUCkICllHmbd9ynXdQUUezapfCR1fgZHOUogR11fs+pZht8sMlAnaNrknNOwbkgYtoz6EwPexvQ3Ed0M+eY2c9wufNNLn8/CxpVPMY8B86x2WzIf8if9uGITt9257cOAtRdVjlLmDWGe5IGupKwxtlEF7lDuFWdZii/Wlct10zyQPPMWsq/aryTXXjTuxcC4hkx4265q2+WsVzXzoRjcl3SfysCe1dyL0J6BVxX7XABvSlC/YlyV0EnJsOupJo3ju5rmhrNvB8ig4zx04LsOctNyPj4vCt7rgvsmD6wYoCGpV/TJqnb6wL6+qcrWHc1ucvnQ09xXgbu+/WPX+teu4j0v2zZ0V5TthrBMM7YZ8UrwvGzgR2ObYYGczaLaqftiZVYNnJY9Yti6gA2u3JvOpmr96tzWDgNTryWbtvUgxzxgF+1y0aBt2mQb8++HKsXap6qnTTWtswPjK5dz6n438PxWhC4CkLGGGcfRlwP56fIIGBzB9BHwc9eDJ574L5405YmvhX9qypHj6CgIH4X/nfH9SfK+EZ2OrNfWjYKC382l3Rwc4Px2mlCIKUe14EwwPjFnlnzeZs5ZKYGZpKqTNHZT/g4d7hG4ROB8KcRx3iaDNiWgz5+26qYJa9/x+vs2dN1ybTp4g7NOK+4B4Z6Q/h4TqrO+EuXORgxc3BXE8GjW5Ym6DHEsFgLJqI1MmSphNZs/qRL2YtZaScKNR1tKa4US0sriEgVXcvZuzNlNYd1QsECGyhU3R8XFAiqxwYkQ6TXirQosVfSzmunRV9Yty74DNsruhYDPBGSaj44ER59xMrRXZOIdGu4UneucfZV2NoMOiQDaGe2KN04Lil4MWKaxSc4/z0fHeXOHC7XzZqZkozP6ctExIux70r5P2Pchv8gkhSI+FQwtERxz5hnvYgl3LuZpC45l+Wwt2UbUo6CAnbStm3fessHrcWA8Rw5L/WR59FMvSP6iKUdHEyTa1jazdiFv2hdc10nzMAIsiuBt17ISkI9ZdASqNwnFIvS8y19Ui6eT1PldUj7KGSdh21XCcEgop5jigEKHjGWSUs2Ji3HR2KKtbc4Wq+jrjKlVVgwE9bD7YtgH+kP9qG5dt9BlF7gT4RvGPikZJ4xuT9qGguKKt13X1fOGYlrVbnLgwqlep22bknUjyXacts1YViS8b7h2kvGz6Lji1avmxZy1bJu6VQNcjHw3A/9VLXI/RLc1z7iOL1L4TdzdY41jVj4WTm+Zb1d52fvM6aamvZPUn6WT+6ri0FL8ODI+VM6umt8sW/J5+WwTA6b06cT/Tdf3L4XnhtoZOMU9/Zhpn1KsQ8YtLh+DuqlfNnC+6Zi0c9dZ2WyY2fSdIDS0vpsHXuxM2qb+tPor5+LcvoTfTTzPKiltL3zJ4Jc1DB8G9QNY28VeN9HfCYaLSkjTi9pE53ntSFF9+jblia+Jpyw+8bXwX73K99ISvYSTl63Af5uj6jFu63mxXsTWjpiTbncljFYpTT9u7JcVVcpLVWxSJjIMhgfFhCDgraK1l7a0M2CP8EkJsB31CSTUyDu/TGtlTM2evV+HJ1XoUDu97tr3bftUNDYkRz2rrrF4kwdqrKvIO+gKlGJsQhIlsi4cd0YSeCwQoTE/EwKoiCOW0Gc9Wj5uKIWhctYuFdwsYZSizgrpahBQmXaU89ZW0jOI42IKqdLhDhdsFj3zirlbdTcZT1Gwd6qOueRYt5DbNrJrIde14IxHhjVoKTnaFXujqmpQLjEPdUv2etE0IHUzAugGtJU0NuPto4ZplbfPw2ArjNTSUaHk7pZTrZy/lUeHPkCidO2CrV20LIvIumiuF2w9JjxmraOSolbR8yWwQWlqCUeFsTZZzaJm6tHQlIbXYWCcci4pyyJnuRKRZs+12ZxJu98dST+5poBH0RZcH5iibbTMeYYV8IZCbwlkzeDXXfO9iE3ywCjl6JDgOg8wRVm5cLwqv9yVZWPOWqKwLvH4xs+5jHJYBicV1ZTSDonLefCkFtUWSHOJUNXymmlRLUnqZtM9nGODjmsi2ecdaD6QTVqKRwUcFBT9vGmc0C94zV5CV4KmI2nbWWCW1o1xeBiAB6znqgKtxWcL+nIq6CdN535ouJU0t7y99/hHGdu+bNlI5tsecNOL3TUDN1V83NY3W/5x2TYKa/sZ67D04or/3aZ4ciAVG9KyyIA3VdNDznTNA5s6cNs2PtQ167bifVPxUAJvSfuIerdLn/S8r/Ku85bL33FbZ0nTmNCuU6dryrH0/WHofbX0vloFzqWwreOz9X3Ond66Sby6TvzbVfRFF7S19UjTYF9FL6uJUz77rhx+1z47rXkv+z5ty6+TzErJoi8Ab5pmHRNTp9UG6cXp0dGrJ0154uvhKYtPfC18aVSvj1Lwf4TTYD30so3/aeI/60VRkUKHCYhJOCtpJ1FEe1W4z1vGpIOhDQkO7+agQQxvF8C+5OBpay9vaRc8uXSwGvGmgqBAOjuZd+OYkS9DbdHfEMOzKroU0X3dsebRJQMOKahTQru0s1/wDXJwp+AtsJ4K7a5RSTaAkBmAzTrEnK8WsdNBIBSH/X5nNKIohbWVlDEdclRLSCNvL5QRJoUXaZigkUolOCm7RjnX4/+qk/d2iqmR6Ozx9mnJXC04OwVgWsO2PL6tehdt/KYdXXCuddV907b3W55Z29NpAm3WPqHBRQEcZEy9IjDKm1ZJcBp1FQSfwFkaCUsLCDfQWJty9IrYuGLgSbzl0jW82lre3mHMQwbZ1C2rlrUpIR3G0csiQ+KxP5nLaccoBg/jl3Xa3BdtrbJzxESuGedtEVyzYK+onhYvHyVvVITnFJBb/+SO8oXLKK2v95KMJD+STGzcdkPrHmLAuABNa/Z+1TbMGJopxYg2zQlgWng3KTwKimImavs8KqTgVtYxyF30OEOT0a7LxnXOvAqZe5i2FX9bDIMdWrdg9BPJMBAd4yE06uLzJroVnZuusz+/mHcvZyIocECHgZoVeCaBt214XYHHDNwjgh0cbqTeNVKmJWH9VJJ9yiruhFd7yriogXPRsG3YFi2k33GPePeybrlvKN8PVN8NwBs+secVHdrdqZsPonFVhKZF/bQs35dlVwXDVcG5ppzzCnzLgB848I7w3TPu7xu+q7bzewn4uwj+OY/cBa3LpH4af9VOnAwjhkbcsMbhVdi4dutmMcc8YZ5hlhX0hyvN8bVRvg4bem704DRdh5SryNGGOO1H7R2fhYfsEznaR/VCyBxNaEfYZdf1eoK9a4ZNbEAV8doSFoi5MHDac9ZoEGKnBcerzD8+jJ+7HjzxxH/xlMUnvhYeK6P79VEg/FIgL3MxTS3ynPeZ2YJXzDgFws2kMD7mrvDmpogOKmi3ZKsxCC8AdQZtBmWztJyN6FifqZ2wsFFXIxpgEI8YRCha3SOUXfqMT6E8DTYYR5N1SRLYrnnHBXs/bSfz9iqtqjOuAW0bElCt6GRJZ5zAuGwgTXqJvJ0v4FMaFJIAEdOn/O50FCGTAEtqmZS+iLuqpFHMGbkimMrhhaxPYLBBCRrk3LOcchRTtCmkWAyKpUcTMn65HxQHRc7bq0cX1SjPB6VKhKuml8X4g+DfiN5rIdCuBtucb5L3zGhglbZLOaBOWSYCeJMHFpRLKmECB5JRjMPTIt6exyKzov5xbC0ldTX3GzECMClDj/Z0K859zXvTNk+rColFxIK9RekaGc0oBU4SmnHBw1b0oZK1lUO7hcAtF36o45ta7MBDc0LezdgrBCT1rC7u3c8yhfbI61mUvYGCN148pYu6Q/zkA3UyZWR99nSRd2yYV6ugalzSXhfNtznFTUlzK9rXbXDTPFlWDLW8csq8aXC6JX+8ItV3UeuUtNTSyqJHO8tZejnoilMvRfO8Kts2rNuafp13rUuuede6HxjXHLBJX16V4bGIdVhTS9QdKvC6qt2KgREda1HubhIcp7TvC9bvCeAho38U3BVvvkoZFoUXUx7cNOyTBjTouccjeDuzfBy++zBJfO4k95XoKmfcS+a7muxKOp0ylgkjm9GPCmVdEeiqZO/TwK5s2nHgewJ6ENCHJn439n7oGH9sA9e05UDI2qlXEwKcBC+7mbNR3CKElF0fynotBYel5AHHllcD/fHKpLg2XyzUpwvLmyu7bqn9RTOgKHtNTS9aCzvnAccack4hpB2wNnzvhv7LNfrtIKip+VUlr4JwnmcQMPXSNH19VghYPPRFm1J/ufH6pClPfDU8ZfGJr4UvpfH1EZc4CpNGLn2Rxy4EHygGsFkc6cWRGeXtlZFxycVU7d2at8yDfd6aYO0Z2iqF5FJAN8OdVWug6MaLQWcK97JRbTmjruaAcsVap+FaHmkmsTFh67LeXsUzqkTGJaSTdadJmCkBU8nSKwF9xsnSWDKBewKubBxL53E6F+gRrjGBNaLvsnElG7SXEt6o102krZTHnfUjhQxQS+rTJBJJ+cqlgFhwNUquUV7RyBhXHNCvOJpMtFn2tvJYLe78srfK41C+7d1Irp5g50SnyCZ2QnhV891y3mY1Uhcz08dHPjql0AVv6WZNDQoaCMCqrFlkoToJ1xKOWsgZ89QEvNtNC8MUwBLmYtSWDGrT0HOWhIdRbEIGF2XXFQPMCq/aRb3IQnzB2qSsTVKxqniGrfR2K/VFXyuv6PuBNW3ZlpEV470qgTdJhUhd+JjLHPtuVP45HAU8ElIXLTY8ZeFA09IunV3lVNekYsueDUjLNqtcsOYZLe8zlnFRtWGeX9HgfcO5arqvOoY1rW8ngQGLrnjFoHi58Ly9Jt5MmOMW+2JSks1rwP2XUxuNu+rpoqKbleWjrK6Tti4Z3a7p2PXA64p9lUdW1cBS8udr7kb5dF0zLVnDtAZtuEiHgZec9qZg+74O/ViF1nljv6JcVNU37OWurN4V3feC+8ep87pnvVl7b2f26xl6O8CvWtSu5N3W3bciej82bgVgz2hvSoZlTbFgnZOysVdQj5jHfxtvWcNDBbxnwLsm/rGOPAyR9w1o3YAWBc02L5vmzIOkeho5e3TNRhAWY3Yu6Kx5tXUzNJJdDMznI4V8ZjLtba/ubfbvXOYNinW98j6sGCLmmf/NFNEc5NDEgcxBQ89vXNtUTVxbi1hyqE0K/JaFzxwoXDMhrd/Z+r/St0PmbuCcPHrzpClPfD08ZfGJr4Wjf36bYlbMnJqcF+wgpj4UXMb8W4/tPmtrV3SrAlqpOPpksMxg7aq/VsKqZZSnA0zeOgzJh1ZXD4QF3JqOOKmcJUsrOVKVYEAmbeM4m1hydrKeeiU4YEKckKoIManso2nEQXvpcrhewRtlr0DipTwWibgoH5yJY1wMbxHBftzXz5oFUskHX4tpO+f3pEKuHGKnI3AqGiZoZ4bwlHMgxQD5ko0t6Wq0opa1TOvgTACGZVuVRQYZrJ2LdqLuds5er4FL3n0ogxsOGZddCz46qmCrOt6T7DPJtxpkpq3EoeyZccZNybjI68ZpsJ4CpoRr4Lf0or5+1FMMugkXVjZwfR9cj+nEkFUicSagr4SV1Zx6TKMrGulwnnHZ0M2rGkWtlAeELJQqmrmMXChZ3y8bn697363FbcU+SR7PSMOQt0i8dUX9ckL/spc9LnP/ccu9OxDQ6OcQlSPv0aJ4kUu/koR/a5R+tcNfLuP6ZsZ4iBs7hH5Nv5IKwDilX+SARVSxKxrvKPjAoaNHjaM1IwLcUcAdC9zmvl2mVCPypCk9b4jKbgm4FpC5gDzawL6hvWEv5mXZiLocldVT4XLVUN91gFHJMhLOBxQiiViloppUgesavGx751K430pO2uF9PXhTd3+oYx8F/5KyNXkzX9UtqpppBWjWsPcD+G8z048b2/dj6w8r/NMU+LSBPjfhTzXPxyJ20/fdtJBt/fR9Sb7jzu8qtqVkHlLghFd3Kf2a0T7w8I8U+p7Tfsyr/yKav2t9ezVwrCT7gfuiQcuCcRJ/2YY1EmoWjC4Wd0r+V4MoOEHVaxCeQG9XXvMKVl1bHA8p8/eB4BXmWPgsc1w7CRg7iGXoVzYB58BiH0WgSejdMKXtB08l+FKIvhtpv+2anrFuXeUV3P5Wl3wp79lOVuAbVH70pClPfD08ZfGJr4V/tKlnHf3zsVk7i7ztBS3LiK8TCx0I5zTzOICWF2voWEBLZbRN4bk0XqHdAumoF/3tkpuP2JtOhwTaC14TF7RVI55aWkPHTEzcGis4uJyZZcA8Ga7H3cmyK0Z7Kky0XHRwJEASznwKEnJoKQzlE24y4Ih6Ea8fZnFHN4SOff5+NFDL2Uo5nZjQtTAPm/IWQTgeMVBhIJNxUqSv6PdLOU8zp6wJmixtKhbRAa2fSfCetY9IRYs2jsvOXhabxfF5STcvgaPy4ygZehxPL6uuDWef1NB+A1p27Pumc9YLHsbhpQhMi5arvHWdsa/i2Czhmrigud/bIwNSzsdlA9WIqxsARxDY85h4P9Ag0HoaLqesVVE3kKwj3t3kXWze3UrA7ax5mnB0i5Z2CaywZy1WvaxEvpvXVlL8QKJjj3oSNPcZV4PUtumzeeJNO3U59ZsEOrrEI0dm6Ke3lGjsqB5/JmWOhqmjDfPfv0v+dg3bxil7lYb3jKUuagd+1SIG7EKP437l1K+4j6kPce1V1jDMX/Yy2lXcfI+evyee72Inh4JF5KCaoF4VoAMruylcrqvaD52XV7x6n1VuGPNWNE/a4GLgHragScdQL6o77BlbU1crig2le+C8G9F53fDc17BtN/BdA7tuwNcSuKcdk5ytX9L3KoY9a9pytk0Jft8G/zaH/jK8+Dwy/mWo+rS2f7fT/nWI/lhzfq6635exfR+5lV5uud9uytpZ5XRRcuwF/aEALljTquT4XMR+KDg/MoZPhOzPBd13Vcd1w3pVBm9Lhru88YoxzuIno+Ar4dxQNph5s5GzKoeR86YLHfs1a0K/zJysceMsdbwhreuiYefX7+Pqm9DLeQzshzQN75u+80Jw2Reay7pD28P0bPA1E/ltGf9tz/OsbfhW0n47VJ2Xj47758b5yz8t5ep/3u77uevBE0/8F09ZfOJr4UtpfH1k0b8beI8Y8lmj8Kqd9HE8xhRxiYTovLlDudqCo1Mws3FHgYwlCMiTAgoJTyzjDuLWlAN2O/VITO/FwFLYzDi0AqxOpazFtCNLwHHSycT8FdJRiSpjaWsp6+cTrqLPHE+Y02kL7TN7ffpiwuULm2IxkIih2bStjiKdQJL1BLNpTyqrqHns7QTeRvyVOEIENdGMthqHyiTaCUXaMWxEGMaEs1vE8yVXjbF3GsC4rBhlgWFV3WHgPoMPCcuYcHQYc6dkamR1IxpZ58Flwb4sWJcifl2F1nVoIniXLWTA22cpZBSAZ360kwmMgsjQY5177Q3CWctDUhYVSV877ukGPVXIyQatdQKWGI9AerolpFUB11/2HAN5EmvHXJOMtxOBRyl/UzA2Cvpp42zP29YituRCdQatRZ1CFi0z3sfXnKeBYR7aZOAJcjIM646CP4OjfFnpQz+rlxXj4Mma/91n+hf/h5a/xyx82rkUsUUTOlRN/aJ8l3w3C2maqK7slq2T7z7lDbvC6a5iGRbV+xR4Rainee2c/NMqhyzK4KIM7dP6m5Rqm72YFTXj7uWBfjsmL5c8tpLQRcPRa7mXPaBeMF435RNOXR8pRx3dIWe8oc23InJHwR8F1/c18P3A977ruG4aVjS4Kjj3OXjBWG9E3aGrWdbVN6L+cwf5ODV+33nz3UT73Rx92FsOY9+HFnrdAuaCa1P3zNranfjuilOusvZtCbrJwVesdViyjGqGvYjdSZZrTvPAaX6gwfcV4K5q31W0O1a9K2oXecOEfNXzvuoGvmnagLH71Qz5ZhpXzZKGvs/SDV7MopomLl/4FdWSppfSdLPKG9/Jfdr8IQMs/FAvqKXwZzX49STybe/f33EeE+s8bbr+RQj8doKZ6ubXZfi8c6GfoeqJ6vKD2TU8Okefbvo88TXxlMUnvhb+0ameWfTyvP01HbksBYzdIhIicRMPxctWNqGrUb5OCU4LFppBxLyvkPNScVvK6y0GnITfkUDsaESt8dn8MWssqM5H5RRwRkRNLInyLjARNvF+uBXUsdk/ZmJ2JofHw1A6AOEpdSapzAcvqSDsQ7RFzFbxmapxayNmFJMAH/PRyVAmaihmgAppbIeQVtIkBaHS448SBjrpEYgvftBKYJ20Y5nyTWiPUHaRvLIgOFpF+4g6l4povYTSKUQK2qtJuMWYRU7Xk8BRAmmQcC8F9ijwLms/iN512TkroxPRs2LQagmbJj1zyjtI4b082qUd44i+Q8KNuK5Ow90Eyoe8jA8WfUgDB/oUOCrahiVPPYgOv5zpY13QulFW00tbe1nzLOvpsI4ZY50I5wvmdFk5HvFwraCs5hzJNFynnMGKh0nZplFoGnTOw9Bt1tYpyHOpZ0fmn0FTjuhnXcbVKys3xVefhZf/GfjmbwH5LHH6ZUd5XvW+/HKfvVgVZFdpXV+tF5LHe1J9L57eC7INd3lgTTes8ooDGrwmTVnXxOV1wfqQf/kDYXqflu1duiFhnudUY+btpAD3a8Fu1TkVLnfs+ZQ6uyqb9oz5uu/cLKz9juquCt2U4T1vvBKdVwS0rXne86bbJvzA6T5UkZ0E7MveK8Y1HumHQ+Owd7JtGT71se976r+Ozv6zhfx9FP77Ev88tH2a2D40T9/XHeMWPKu9+ii9e6AVd9S3y5ThNqW+Lp7M6d9sJfWu5l1K+r2oXda0dzX7rYTuJM1CAhbs6aqsGYdedcIn7bShF3s5COmXXvku+GwpWIZpYzemr2HHVcA4xuRd4g/DmMxPqynfsx5hvEm9+Jix3+PgAFGxr992E7/dRb4dha3TMCxl9H2nqeHS9jGgawUqF+fLkGUDXXwXtF+f/Klnwf/5afzc9eCJJ/6Lpyw+8bXwpTS+fnZkN7KZ87JPM0qZujlzizGQnMNVtGUpmIt5qbyT50xt9g/DnL2VPssGoeKXE9Swsh9NxJw+lxGAFX5YTsaVad+bmk9WDOpamK2OmWinisR0FZc8n3iVK+nzJFiI2n0AHPCZ4wFFPmDJ2GUl3JmxaCowMAkZWlFlI6YqkI5UxEil7XHKUIi7OcLNeyDBCzQCdjGAshgUTbrYMMwTcDUCjnLeadYxLAP1IlYrerukZ0qhNcaSjoUapJsLO7tZuFvSjepAi4U7NMAmjPmwo0+Do6x1V3Z2BX+zaN88ekwZalY8Q9Z7oF27smcquHsithCQXhpmGbhOqitZqJyyFJMONmMTclArDrVyIBsD63momsEeXWdfMK5I9Sqp79G2Yhbqp2yDkmoafTej381p04BWTSmQjVr6aV+PcLZKejr9bhq8lKKPfcveSBsrJHCEPPvJJeULUe/FVRi/CkI31L9dE8f/mXrxY+ibH8hvNsyLQ1m7I9Vb5sVYej7LPR9ljltJ2Shj2xWBef50kVevcuZVWbmqXvYZcyGvnJQs29S7u5L2I2vbMcCOMs/Dun5WPs9f1jk9ywcFUdnmLrtFda/0rhu93FXA91X4hx7w56bxQwH5WHK8l4DbpnHGOg6UbdXGVlX4/ZdpKLp907upqeZtw6qrX44vNu03d33L+z74/Vj/uaX9oe39363w/5pq//fY/Nfu2Y99x72E7hlo0bzcJSzfZY+3iZNN7OSBeH3InCy432waqk3TcdVUb4qKO0n/oQt+bPkPbf+uAj1wwA2h2EbUbb91kA0MMvZuRNtPvBxSqhptrzMWgfhdBzcuTHDPbVjgp/3ocRf8g5g4b3nlg7zzwau/t2qu8LeiXdby66eUfeOF1xnb3GecBtQ1GzgETXXVG8FgnbhcgwQwBg1jOJhAPUcy45OmPPH18JTFJ74W/tGnnoVxI5d+vcibxahqVDA3snAn5yjSWCYKZqNINaXvFwyztKKfUXBxWZZQEGlHJgERSXcOgxO4PI2euuDjVPCcCKpZXN2wKuqwuumWeZNwPAT7vJeFjDbLqIWCKevWZh0OFIdC7ncp5x9jEW3Y+brkNFcTRikNdFNqPmiuBcBYEKATZj6NVmJu1omTHogJQKUI1CDRUgyl8mdUwU7HADpnbKbgYdExToJjwiBGgr0Y2GdQLu1qEkib9I/j7lHc2kpYmIxFSMPVKMilHVIarRHIsqQdF1wTBhtRcD9v6qXVXBJuFpwrytWj5D0O7Ax9iyo8EMFyxsaXtGLa0M7CtZx+wACNkqmat7J+W+1RpHL2WsHWpKFmVD9P6LohTZWw1b3mcsg6iL3pEtZdGpgVjHcVeJm9nOTMxaR3moOF3G/42C/bhddF12+6USVHfGsJP/uyHfDPwZ682OLhu7RzHTGOqbPrgu597GwTenZTMFdJpJdz9HhFv68YVS76eWUnp9m4oSVu72dOtrmLUVa/K1pXtH5Imue0Y5o7W5cNuwpw34HnNddIlPeZ8y8nGZV19TLYqHrqZbcoIQMalwpgj3u5T5/c1Wx/7qp/qJ6/r5qu08BdR3/Te3kQ1LcdaD+CZ4P47cD1sRl4GFpuqtCurb2bae969o+tNzfd8899+LNkft+C72ruT5ztb+PTv/QVfx077keW+w64b2jn7Pl9G7jOAJuSYkOeXqVVBwFY8Ir54GTXUx2kl7eC6UEC/yzZ348TD6Lvhvfc1dDbCjCj3rXyjnEwuCGATkLTSX4jpHRCDq6F1UPi1dyv3qocG9zcdJ7PdW+mPuX69XHXCxe8eBf07DzaRfh4EASqXnCVsk/D1gfsdI7/YumHenZQtGqrFkXNqJcQT8tnEFzmNuSkwzFU9uZJU574enjK4hNfC//UlKNjeS2mqXjlQwRkQ/ZR2LJKgN24NRcE4zFnIQ13srZ2/LHsWgo5TRUF0l5XDneHnCCKOGKh8yB8nIypMsjzRERWxtQF9JX47Pc8ZCeCLtiNhmFbhDAI1KPxWEpBpc8OpoOKDCJLwsqM/0/lmLaBOBgX1MnAbFjeD8jaEXk1aKRJmCVtDburasGyPhsbVLVIqEt6GiVQKlnIkoXIWtsRZ7UIdgrIkNL3MmgpCHAJtBODW4RRJIyzIjJPmKchbS3xpzIGlNOyWsJRz7pLUW+DRtuEZ0W7hRTcpOAerej4lYOErZHx9mhDn1XyNXVPxKYNd5PQCxl1LqTqpCApZu3G3O0CLDIGLq1oR0xCRM/kLztRZyXu4glYCusGAWuDMNf8tmHMuCCBKaWcVqzXnHlRMcxLhkJMXo45xBQ4zehr7H/r5H4zyCnGuHJAK4DgURH9GRylmTy6rz3bt8GB4LxnzjdV2U44+cBd7vOGm6xukbE3grZeVTuqWWYVuEkC8/S7a7/hpmTaC+CY03won6+Z82sW2BKGfdFwYO2HrHHedN/wvm3NzZcQmnnZK5k3eYNYhAcFd6fiGvLBEYP1eMde0K3ZsyWn3bbeXDf/5UDKF0X1lIXWXXQlQVddcLdy7vvobdvz/Uj7XSd0V3d+EB03HcejmnwUzPc8eN1BHtq+z23sToTuvxx6fPZ9B/1u6PwwQq9awPelZ/ctxb5jfhiothXrpqS+bRjuqtC+jV8/uktNcd1SXLW9H6vIbR27beGPz/e8+7pnXffsw5JsQL6a0t5t3rgsa1uUpk/oB0lwGryYJY6XWtm9Xb0HzxeO84FXvXTK5x59W25Om5zMK3vd+nYefd0EwFUQGWagWU4/irzbOn+7D9iWXqxn15VD5zFE21EjpPG3La2xJ7MNw84nTXniq+Ipi098LXzpVMdHgP5NPHTciVl4vUECDW27auK57IZg2oNGXS4i5qySTh7TsI+mElcUImDe4Apb3UG774XfjqLGtEtOamQ1rzYHn2dT2gh8GoflJYOxpHZGULM3oi8QaIly8lErEdDH47p4XI8H9SnYmIu5hKS5FYWm9hDvM0jBk7rn9SBmyiXMdF4n5YGRx9yywTU/yAVPO0F9k/gys0R8HOXnda2ARYqjwyjKFawt0lYjzTUKkxLAmgLHCVU3o5oUgG0KnUdO+Igsl7XWCW2PRCspt5gysSlXN+kdZvB2zMUWlIOKeZo76wVRPubq5eE6+6Zd1pYrsBDHKoQ9ElDX0upq0jOIODi/q5bCCNJEJGSFuLIeV/gjp7QH4tJQMG4RMnYpZanmoFnc2c/Bc0ozoOFxxdAtWaa0RSQvqfgfqmH5MAXNCNnIp+6Tz6XYeT+h49IX1fBbHjoq/uRzU5rg0d+qR/9b0g5qur+WgPv8yZ/L6vdF3Q1tuioBs5wlljHkc5oRp12mgG3Buk8pP5dPP9Tsu5brAw+NsvoPFf2GsC9J5SoK3KYvtnn7Ng/eMMC1D+vEtXT2clw+WbPnfexFJ2ucPnpkDpgngEXRNhe1d3lgyD4aoXlTMU7F8yWl7tbhecM/q0U2E/9q6Lxp2T81oYeu/eMI+sR7Ji3TWtTtm6cPknFT128F+Lbu+K4F/NBU/jmjfZC07/vGj1PzzeOzaPhEnN4Lqu1It+lo76TTZVW9rxs2XXwneG+arvdFy/d14GMf+dhCr7tn8yF820TfDyz7BbYcWldlzbRoWMbc1yVgXFR0SUUlbW5h4CL2bBL4xRJ8dTC+2btf9nwvO/5/64TfDfELzgI0DNaO67QdknWC70aQq2fyjv1YPuiq46/bZ4qtDVyD2BI2z32qKYI0bE7aaCpqz5oySzv8BpUdPWnKE18PT1l84mvhn70KiL2tF9QcCfSStnpSLeGnCxc8C8NCEGICukxMn4+fJVMyNqYVMzrSrwygxrDRZLNASgwMRo+bwCvJqa06npcSp4HAq3Dm1z70rOAzJzxy2KqAnSbCj9dgqAg7ynF1GpCXvWcltywDAzkUYghHJ4BVEKTnddIuZRNTS06M9eKVoF5IKdog3LLjeQhiHNq4/V09cFJLGDukRkrpmnFoFMGblKtNIV3K0yv6BcIzpzz7uGf6qDJpV5+ILsjUIB2gA1g5jPVo54hxDwjHIicTs6/bGcsgizSiSrEAjNg3w4JqEDE0g6CEykd5pUicT5K2chbmSUOZlBfTLimFNEN2AXV0PCAXBWsRRf/xQsUVfOY0QyjBhDWWNPCYq+JGemHXMOocEfCIsHVJpFqA6mnDoGjt06/6qeNGHu4SF8uAvh7U9eJQpSBrleEqYQScumLwZ5ib0jw6+v8WLf/v0vn/k3f8tQT+kDd/zJq+J2TbxOktqZ6Ql7OsVSq9HGcVs9zFLGlaJnXD9OmattxTwCoL7OMn6/z5Pq8cef80Txzv/Yb3OcWAtt3GgXXCNtRred9/71Ze7qq/HqRftPLKbd5ySNp32XejGLgXkR1nm7P2UQ4fU/ik4pyK7/aC+rZl27eAQ9f10DO/r7g/1703ffj7ge2+p9x3NdO27CCC7zv2qwY8llxrFvvYNf5F0j80tPc8eNU3bmsnt5xlm1L+WDFe1+Fe17IZGjaCesNodxx6l8cOvOu2YntfOb1hFR/a6OeuYt5VH/rGZU93aNuuprJPbc11QXsogzsSvwkA6/yJFJE348g0AS4R9VX81QKx3rmhK9yyDiun8W+X6B+EgL0UsbdxSycsk/JvRv5XDad5ZLZWvQgfd7FRY8OmZM7sNYt9COt2TuvYC09c/lL8FWk39iBFG332pClPfFU8ZfGJr4UvpVH/DAjL45SOzQCxpEWg1JWwvRFyjOOOdk5dSchLtDJeOI0SrzjCmHHq45BaZ1VgarULNCtDp9moRvCbJb+BiZv9YUU29iqKyeohJROQF0PPw75XOViWBy1ll5Om1eGEkw3IWzpdw6UWcB3tcxcScIa01uOuXNRcTGkTIScVBdNRrJxSieFTNmBmDGjFgYQADedR8eGTZtogRpzdBDj2wLOUb0g5OiWkmQ6JMX85gnU87qUf7bi8lSAmZf2tQjgX81F+a8rnaZccXRYe5OF1Rj2PAnVU3U5ZOMzRTR53iupRWtFJ6Tt+zSAKVP3qYerRgSzduL6eVjZSMimurcbwesoqpX0VT6Dt99ZiCIOqu7ixEj8rkPJY9rga0zVi+poHpBLqns9ayGhnCXs/ArFJay4LMhXztgxIFN4kPL0cuE79cRp11CmgV0bmJD6POEsJ3RH+M6z0uQYv/z91/f+vYfmBfPX34ptb+t17Uv0D9WaX+s13yZOHgGGZPt/nLrZ5RS9jfLwObOykFVSNEN1NwXKdPt1mZGviYodf9NInt4TqQ/DiJiyf5bSrPHRDgO2grhZ/PuBfTIRfz0rnPVq5KUMfM/p1Qdel9S3eOBWsV6Kyz3oXRXhQBVes8boIv6/od1XNrKuat4ArST1rIYe++bZ2div+ftCTLVnjTcn6qYoueXjfjGx433Xd+XGIfqxjVz3rWoLXbXub0F4VDZsieNUB9l3TuGq4bV5uSqoHBv6RgT/kHJ9qmi2v2dX0+67uwBvu+pfbuvFD0z4cam9a2h+68g+84tAwzTnXIupq+6B23NaLOVYh33VAPcurriLIIoQsQ7ZZQHELPJshr/iYPIxB3QRQj8mHPtkgDC41qjZ62vYp2Bjcj5s4m6pxZsyozE3EPkAsbZ9X9OEcYmpajP0j/TCg/ucdv5+7HjzxxH/xlMUnvhb+URufHTltpNGc0ririKMWUPMJGxt0FklLNuZkshZ9wYLnFZHCMRu3UphWbdWrEYPfa4jEwGL41B0xJANmJGlyJeVhv9kNIHkXlnO4CkFrJKYs+tVCRFELAmLcUs54m0U35fe2PHDTY634lKQXFNNWsWyukqpeWlvz2Mt+YzoIxWKoEDYXY2oqayqFHWmnPh9WCWm5kNCJEW+SdKcSwXrSOyS8nSJGJeAS7uFxjIuaxZSuE7bwUbWYsPMJVYoEomkDgRgpH1D3XZbzFtar73ucTdxSDzhzcbAbtkwI9Tahbgf1Lbe8lTDVEkCHMFWTphWhltL6duainT6bZEzjtKFX8DRz/nbC3cx6+gEL5VOlDdY2oucjZxkvTIQUnYApG7+sRGx8UiPFzS0PtIy7pJiLIiwzBp1y9inhYXO+ZebdPipfZbX1nKZR0A4J95yykNz5KvBTO8rRP+am/F/Ly/81+uX/Kb/5S+WXt/yvPpCqP2cUf2bOfsxr/5w1vy/pbulvbjO6eVLfp06aOQ2X/JdFwrAufHsoqK/wt7ch1Rgzz3IvDszLT6R8HjwbJl/eUseLR5WMyMXkCZu7WJG6WdhQz0KzpPW25JyV7D3WOmBNh7zuXjTe1uB51T6r6Wei667suqvCW/6bOadps6p+1bBvOa7b2ntGuUtdbMovxxXdR1b9iVW/byCfBfyW995UkQ+s830dvqt4PnTRVdt5aLs7gmZTMy7bpo3wi6u2bUOZrgTDZxH8WMXuSv6HpvN6AE07l9OBZSO9XIjA38rWH+u2jw3stgH+tQ08tF/eNc5WHDhMw1IEKrktHY9taEUln3USfddMGhYRQ8+pmsG6a88f5t5/IyLv+Lh54IGHftsUgWcWCwc6uu5nfOB05NW2vZcjm6lt1tdU7rpF38fPBJ+ijSkHtpP6r952cEcbO0cdb5405Ymvh6csPvG18KVTHT8DAKhyaelcAm2jZRx/3YoeZ8oKnrAmknbeZ0nnzL7MZQFXDwOahstc8L0mPZeRlKkQN9Fxp+AzaKKGy8RlIKEOxmwRg8tqgrNe4HnIBWA2OO4istZiXF7G9bWsgYt7xLSlmoMlEm0k9C2/ZpBBa6RFSIF81N4DwEYcbULmStwVDntpCsrxWLPorcRsBdIpRC2jsLkTg4W0v1qCKqxrWoIHTEAIOEtAoB5BazF3v2TmsxbeZ6wk3omoLu47i+JqxqNnUX0P1TZD7+oBkEVtdTf2+L6KMWsjCO/T6nVKP/PoBY+87pf3suZeTD2IvelFTxuRX1eCsqrvvw3Cvx9S+kXePOJMNUbWYxS9iqER1tNJRz0J1T3emB/nohgXNrSjsJiCGj49mQI6caQfQ9qUo/7lwAHnpOgUGaRNW7pFYJ0zj3KGOfWmRcn2jLvZt3/u6teFZz/DZvnJo+vN5XT4y0/cm/9sy3fNFzec/j+L+g+V0/87K/vAnO5rb6fiyw1/subVdxxwz2s2YdOc0O5FyyD7dpNQbZLHY9/pzH9+nXu5S2lvCfOKkh9Y9S6qaXlUncz5OP12npY/EPCQVC+py/uC9YMIXPOOQ0V/S51+qLzeta2z1u9Xdfl1HbivYx9F276k3+a1k5x5xhmmTWDZ0K9pzZI/n7O6TeP8UFc9CNrbsvpDw7OjnbOq8VBz3lSQOe/e1bH3Pd910/VRQjYCuikf30iXawZ8X3W+ZxSfOobbNjrh8JsGdGi/XNflh7bqVgA+tPWfK8DfW8CHpvVO8n9XQz9WLNfll9vss77bIEUVba+Jx8xtm63gMGQjzzreP/Scxx3vy2n0cuV7JsWfCYE3IwPcwbCOwTUy2+rH9pr1FWU+ncPKtu1ybLxkre9aTitrgHtu4xj8th58PUbOBsARLzupnPyJjj99m/LE18VTFp/4WviHplykAYi61DXV6jam6PnOJOq/sfnTWuay7VO1PPJ26JIIKgrYu5bV2MD1Fbeu7leLflmJcrbiWi5rTMQVL+NaKKMmorAVB/2ed47Apd0PgjGfNQFHSCCbfJ72K7wBrZiW8aRhyCALwTEtmad555RwD2JoOW4VgvY+beyEdf38u3zUSSRhLGgrFQytNCAmbWwG6eWwflIxi+mnhErMW1uUaVbEVjlPzxup+VA+HqwXzGIWacZtTEje8WsZr6HsMGUQdS0Aiw6oE5BP4metmFxyAR3vWc+tpD3KqtcyTjjWpGKaVQ8T8mFe3iLkteTzSuRVC/99I/x7JqLg/Couc9YqarqcZSKq6tXnrapiUlb3i8d1BpQokPMbm353OWzuhtRcEBK8EBXHyKhdSHiHCX0nAVfLbrGAVUuebgoeZ5zjhKFJesZFs8SYhxWo0/Itx/7ewHeV+OOR7ae2lGby8n6lX7Yu/15Q/b+65r+1Dd9Jlv8jmf7e0/5NUH4qnM47b3rC72u8bliVv68qPlHOWwp4T2PbuvaK0U+yqhl1vMufz1PyDa2ZFTXLJLArmrcF8zQG9G3afuS0nrtcp84PtGZCAVJEdicYtox1wwELUbkon95W5Ks2uK06Opx2wzm2nOGGU6xp+bpwtqfNO9E8LavHjdNhDVjU0Q1vGFTVy+rJpqjZCpeLgqFTABcV913FdWDxLYPfVe0fRON3fPi+Hr6vYCvBcqgpP/XQ7xvWz/zJofNi2zdsa9h99fJQPdkx8l0FvGq9um7L74evPozU343U7wXjj7z/ntXf08C2cCqFn7VBQ9dnbrvBilPFRC6qsV9Uvb/vRE672KUYM9Rjl2XgjRBUDjWazpGuoVE236rayO949bOa4bSuVs5hTdP2rAi+ZH2nDa95g+iurKrH8YCoVjWUv01rX7OWZ2X0zdHT3JQnviaesvjE18JjZcSOjoKPpnL2Dnacsri1ngaaIb0Qvqz57AWLvuLTJAKWnPdVOvVLNvqraPSYDCkpvbIYNUc8qkjKWMaVL50yu1ufwYFURJ/HVTj03O3470oYTjjNxVAgljDn/Y6ASx8J6omwnYsDbQbqldzThHIUBMcRTx1ztILKCqkdQ/ZO5oILvCunnag7mELMRZ+y9fggNC0KlgpQh9aOSLAWc09TWjbklGKuVspXj7npUIwqALm0W8wYGQ88cJq6efWA9AoxSy2uE4O2Rlzf9r6qZk87WbUUN/QRoBM8FzzqCgbXU8CA0naJszqtaLL6CnEmhmWsS913XzbdX2a51iJQPaqpkcZhztzjFQPJPC9r5qxmTKh6tHZAm0dBVcenaIeVj++9Er4UfI5ySF8uAEUKqmUN/bRjmnNJpFNMuJZYYOrFtnFsTTh7FN7OG5osLIi+Xg+7bjvxqPynlpR/LkjuIcveL38smf4fbeT7OvCeU/29pf5bS/4XQXHNfTPq/rH6KGeMasRax4UX3/Gyj6T9PQ/+UDU8FM9XlGMsmA/Vi0PdcqjqboTLO1qzDUBzUtv3qXtxfTeB87RinH2z43XtjHpAX94w5q1gFGv2bk07kM6vBPiex64kfE/5hnlsLwBXomkkOTcV620Fv6ahfcnco09GBcOMsq2K4CTzfFJWzMv6ZQVc5LXjjO2GAfZs6IaKLAreW0F+L8g+sPCfuUdlMW6Y393UlN/3LZ8F64a3b0XDvA9sGsCuBuwk010F/b6K3VTV64F8MwA+TB0/do0f68aNpN1X4LUEDwvWQRCQwsqVHZ36wKkHbWXk3dS7YfaP3eTlKGmYxICuW93IWhsZNRc21hSG5n8o2hZ1Ez6vh05F2zvBZR1Bx3ujonX2ruPQjdSKe/vre/PZDPxWtLxuu951oLM7CBTR86cFyU98VTxl8YmvhX/2KuoP/3FkPIaRP2X96q7PMrNclm1W/o0lgVnQmKXotFD+d2LkN5Xsr4qpY39YX0QVPlSFZ6wYfuFzy+Oay5zbRHpV9dBF0nse9Hyr1p/btCc5C8J4kELEE3AZYjgQt2uYoBnxwdGIj6XMks8yCkKVOMLH9Lk8IMXxHuZuOYz10HHBA1QwgPS/q4TOO1mdEHOxFMAmAYECcnHvpBColxw1EmRdulJCW3NDtbieD9tE4pIP+3gfWvFaBglHlXK1aVOPPB0T50tc1w2dV8O2btY68cOLqKGN6HhUnQ+Z6jF9j5DXCX0+YeRzCiatFxFbG7e1IGsfVVdwdQPWcy5Z3a1sBa0DyjRjjcsCOCtqOjF9O2fuUM5eVtHPnDERdSl4TMU1zbCMD1pHUXWubGbz1knKM8sgVdIipFEhgI5Q994PrXHrIGZv49ZW3jsjnXddw93MUW8eHQE/vahcXnf007zhmtd9J1puefktY/6rqP3c0D+whklZJzXtC/r4poisef1GVN80ZZ/Ey4eG4UdJ/mde/7FivqsoV9L5qnBxX3v5qXJylQdWhG2U0UiZ83bC1c9iHAmUqV+PiypJ1LfCsi2vWrKGuuSVaqZVBbgp6t/zwLYM9EvaOW0b5oFpDeergQ7nWebQZRkZpWRzWtHwW1clYJPTjQVgRiqkgm1BawY5bQ+XT1P6acHSLWB9Cp42VLvqiwcW/Y73fBSNm/TZJ+HyI2d6fGvbIn7N+R84cChY+sVv1/zL70T1Xxvmjx1g2kIOHc993fdjFbhqAuuGcd02Llh8Q7kaLtscBCYO7crrGHp1nbillnpez1zMi/AsqpzG3g0iF2PM2MwAQkCXMMPNE0frP6wD0Lpy25uwra/VD62K6dnl9Mwh6l1to7mnUi40r1vg74aWX4yRo1tQ+enZn8Yy9T8/jJ+7HjzxxH/xlMUnvhYeK6Pn6CgE/kcCUrDQed5x0bIo6iZ9Ua90ufUp/JKLnBaQ45ruD8XkH9nEN/nMJRmwxsHjtO9N3iOP+LQpuxI+MSVALO82EYFjwv3Cb1HGfb9l3yiCkLIQRkPxC1fcEnO+LYZP6IA5lUYLGYQn8EncuiRdncSjhQAtAiRiiBT0Ud43Sf95KawN+N4W4s8ruW8Zr71KubM0WOENfA5oZi0lEmmVlBVaRUYgNmTj49ZWyiwlFVwIatB4OoI34kAvrOOTlkZU1go+H/pUy/DFwG0Xg5Y67h4mzWNELYRPE35Fyq8QEtoBBbaiWM2HVhOmFqKf+QxDxNQOq9v4RS0kY4KKKvZKxNVsUtPO6Ktp6zBh6eSsbVLZLti7BfhRuQqUIhZTVOLH7dwfurBpZLjseS97CUM+edYhDdO4gc9Y+KxZjJt4yjmL+NY5lxTFSlVkKMBSGt7z+ulAcyQ4j6w/taQ0waNb4vL/qvzyOg9/rss39Jv3nO479uRBOpmImiGDPbCRH/Lgn/Pf/lAHhu3L64Fq25Vf1U8emta/ldE/F1wfCrpryjopqT7Ssnvm8l6ArpnESgjOGvFWxTshw0LeNM3KllVzN2etc7I+p+uwEMtHBmxoVgYeMtYrWj7OX3TLL8e0Zlw6HaZNCQoUIsZ+yt1Ia8clZZeApKRp6NL3Be2YlM9zjklSPysYhzl1N2hcpUwDVjbOq+t5+4w+2zCyGxq+b2Ar0T5nHfu888ea8zvW+KGO/si6riuWNQO02Rd7/ui99PKHxsv3XeONFLgWsKuK57qB7iVkPsAeeOt73rOIW7coPHGBS5dyhJ3OPca2/6gbuNhFHLcx/zIVHKaBKiafQsAU1AxBYxeFSzr9THM+1Crb2LuDUSsZ3tXUL3vyi84ZNLLbByZdXWttWc9bquOm+axnftNT/fLq5TP/P84dfNKUJ74enrL4xNfCl9JoOPKg/1GKXojoBWvWx8GzlPVPZ85XZufzLH5RDLyp6/8owL8RLG+44HkVO4/YTb63b0K2XxVxSxYGPF7ADXkxS0gJIQHwPGnVZLxvmn61FLmk7PaIy+z3WXDYGEUuw84/UnmFL6fM5SA6bWKjhgZhKubVYkTZygHthJ2O61kUYv2qqB/IpRSF7HM+eiGFzstetFx6JxBGPg+lIm4qCRGUPZUzUpkgHfJXU3g9BfQCFyPCMCGsQ942oNQDUtPw6wrB5xX3edVtaFJQK25s4o4u6uP9cDOsqEDPYbc8bFf34pqO19bwuCW9q2vV9/HLaVjVC77phN9VcEMpcjbwaateTTUIlAk1HwfEkDofsNSimmrc0Ccu20lny6vIEtpYwtiPaWY0MImZRbOlqbhMhLRS8s2goO3T7lEeKZVgsmrNs/pe2TuIuVolsF2EWqJjl1Wt/PoK5TmyGo+OVD+1p4BH39WP/ldW92cGveWBTyXVFaX+rvrmoSqbC9/e5V33XPBHyvY9p7/htQ+S86oF30rAqq74XIZvOr6/sNieQ0ese5003+Ze3RXtu1r8UGU+95fz1WgoFWaF3IFE1gy4KjhanJ2VrEPJ1uCsDT4wrCKHknPH64dBYymjK6dMzYJhSgLNpLbsPmWd+jkID+KWUVHd/7InrK2bftfJyQecZZl19yLoJAn1M7ppxDKJata5F72YY4optinLAyHf0/C6As5Fc5PV7zjXLWd9KFl3VcN12bgv6AdV56x4csif7AXVdUN+L5iuK75bHt2z8E3NcN+Db0XrrYAeOGjBwpMUsgnCozi4DBpGAX0/Lut5f3EdfnuL2ZY4UE9bu17NVCEbaA0j/0kXUi3dhqX72cT/781HtYUvG6bTiu3bpuF08D8uZhpty2SuBTwl1NhBlBPIPYahsUy9dCjol8DR0wnJT3xNPGXxia+Ff7aqbOwoYfmPFqpyadQem/oMfumzKWnriRBxcmFj1q8m3OcJ0EbpFUVIiWu1mpM3MdtpyWXLuOxBl84NXeZCsMv6Lgrpy2olYzWTQQNrdoedl+ljVeJcnbQ6yXN9Bj6L2jRwQm+JnAUBNYKdRrLqUOJSIC09v66feNfxexpek4Q5qATkStvEpLkWUzI+Ux63hEOysvdStIHZiDOaxEJxV6rgoFJhKRvrku5ODGoj4BJQzfKWYfSkVdL0Yzoudsomjomkgc1DrSIoFeCxz951YSIBtvwXvE/L2OWtsGqcuBwXtIIdrOmsTRtQS+rGZVUvY66kvI0IJgacwwgghaAChgbCaA0D2gGgGVeJAVvNr69GXBJqq8fP+RBQiJmrfss4jfTjzqpPlfHp82ljp2wel12bXGiRjQ/KQVpEh3VgnYMmCXP70XgY8zDv7JHYIW+ohM3uY+SndpRH1kfL1tF3paMFrTtwrxbcNzc14L1o+CTpdyX95+K3P1asu5p9UtQ9iM49H/xcgxeicdsCbrvmjy3wvg/tyu5uEdoQF+9L1m3Tv11Qh/ny/dXd4cOH2W68rxauMoF9Xj1irNWEak6DS8m9JuESY5tUwUPLNCwapyV5PWHjUmYpDraT1kZUbwyeEr6XY7t1EtX3SGDBAAtK3qfN25yWJ639FMaD0MQODFOaCfHtLvV2nrZN/fAyGbgpnG1JaEcaO2l5vXDWrekmovqKd+4E06JqWJXsU1G/LkDjiGob+XZTBnfCywV/8pEF7yqGaxb4wGt+qGi+rwM3Re1O8vRrpglpGoXAZeJ8Hb1YRq2tqKFPytrh0xX+XAi86rnfbB3Prs6fLQIXPf+zld8+dGm3HlXL8YzznFadhoYXkR79xqKZq96NTOcjN9QOBbtu88BqnGoNHdujXv9yiqh7GgB90pQnviaesvjE18JjZcTNR2Xv76XUH3nDJQFYYbMch40xx6XkwVpJoEaiYZ864NJlIQehBxjwsvgnHa3W8FZFA7MUTfq04djnPA1HzpCQygm8yIAyr0PtNCAo6EDkgNd+ZjaACAIFASviBLywweQ0e7xqt9eKoQo4bUDStpJf2w/p+oiplwUbSVyKnWfj+jINixlzPwXwsZesT5sIHkv6bztBsBrVezM4kMGchCOVwWpZ4LGNDUKmAWzp+tAxCORSQDH0ouo5mbq0fPqCyFoaKQ/PwI2UQ/JbHyUjn3/eSLxpxb7txC9HgV8vuefdoqye1NRDYB1WdzOqeUXXI8BO1F3IhqsRqBeH20EdmbCVMUBCrNOAehwxDuOnjSTQC4NcHJJwZT9lFOJwy62sB42VlLMbk/FxmUSrx0X9rqyZxVy3tHNUVHc5eFL69YxQTJPGJnPWpCzxMlpjnEUWTac9Rb3z6OinnUU7PGK3kbuHo13sm5zrdELJh6LuhjN8qAB3on1bPf3MnV+JyrucZVE0N2vQ9133+ypw6MjXQ8VDTXNdl31m0bUAb8rOLfPiij+/6wffb5kPq+rH7dWnD4fpcryu1mYEPKJMfFlfy2mHOcM6g/Yy6lbM3KtACw7aNy5Xed2oYupR2nJQMcLVrF+RDD4jPIq6Ax7jwLwIXUVkh9LlQ/75tqC+y8h7Iccyrt8FjOOCcUq9WEYNC9zUA6OjiH2a8MwylknM3o7pe9n/MaicLYu6vaDc5cEVbV8XkVEWnmYsc9/pFpfd0NZlUXFHuu8Sl5+L6lkGnEU1d4zphjFeF+19Hq6xjnbatswYdmXrTep8n7FOQ+a+D5zFLrvYyyZ2LPj/dY0ebaFXU9fJPqy7tusWbrTmfyNoX2XP/m8dq7HrtjVAa8t60b04HWGvm3FdM+ToBKw97ZuR01SNnAbcikbY2D+CnhYkP/FV8ZTFJ74WvmjK299LsZddXNnGdYzpzGvTKxwnESdY8Cm4lD2fkOcQFek8TxuhCqLPIXARNXKwlrEpat4z1qbLqs5RQAFEjc8D2udulcV6+hw0WtVmqwx0eix/dEEKXBt2A4APRlyXMGxEXRqfTx+HtLhP5XSr806tCJ1xml/VsXMy5aASZjqsE1BHNW5uBpAaapOSzmb4pOJ9w0cNYkBOxyyo3+x04NGYLu0Ai6hu5NH2EOUAV8492koELuKmpF/ZwyyjoHwU19KMhc3pReoyl9CVgvpU8oIinlej3zT8lkb62ZR4XqO/EahfJ/OX1eRFP6YbJS+XOdfQD5fSOBeB0hm8r3T0MOMQs3NhY8/52Dgtg5C+E9bOqLfNkJXxqxjv834Y7jHaaVI7ChtrHqCWAAfJk3FGOcvKBwnjJKke5dTrvHaa0c8T79Yp7ZAEpYqxVwa4POorOPxFTTEFzY+NxZ9UUh6JDDfpH5qJvahohOyjFLqqgPd56JY2fa6Y5tzpdfU3f2VffU8Z9+XTQ11z27X+0DRc9S7vJ6bPDcWHivqHCvSJd9xV394wb64rpoda4KGbvm8z33XYu17zUK2OKGKFo4OCuVux8bSOy9jqtEUIq/iEsp3VL6v2YeTVNiUfB1S9iHrh005sii72ouhV5Oy6liE0yMCbrH2ZsR3cx7XEyX3q7RCUXUeVi4juULaPiqp21trxKgdWRws/7XtV88QLPqAa+9Qdq6qPGObe32+I83VWuWKUm+LJmnw0FeM0oRpm3k0I2ZLRXlO+Wdr3ORp8SAMHwjIP2WY58KYEbSjrsGjk6LMe8e0yZ/yy9W0FmOYtj/4qpeQSppkjxyX381b8dzP/szH+P2Zh3VX46AN2eRP4wzD0uuTXFJ2vuh7tMmiv4QD16nXZ+otm8FsJeVYPKSTtRdOt7TjeSj6g5gVrJ97eSw/59G3KE18TT1l84mvhn80qqzvrIG9EhyzrVchwhRU2nuIGxqXPeGT1qInCZaTjOYfJSkFjJWJpExbae87739F2Vc796ApqO/ZLxPvKhag1kOYS0CjUBqvh1GlQgTaLBbd4QRWJKOI2AIDtfwSfyzGFI3jqccp87lc55P/P3n91N46m+b4gv0KvzMqVld2Z4ZSRkigFGSRFA5IgCIDwIOhAEAQIeu+9914+QmHSV2VVdndV7e7eZ5tzzsxeM1czH2yU1bXXfIOsuNDvQhdaXFwi8dfz/B6Y90UqJFXzHHZpKOPGYz4yK6LlEJ9OIJUEWpegTkIcJgO7om8cNzUZsBJkKg5TwewMe6FwwpVK2iohphOxLyV4mTbuZdNKYBo+/4T0TTz3Tde7qmC9GjJpE820ZS5CTb+9qsCdzPEIdm2i6CKHrstH+6R6ljT1FHhRxC5y1CrpmxeFliA3Q1Q9yQ39tq7MDHHXLIYM075OGpwr0IiFR0FwImGrAJb2wT3avBPo8wq/yxmmCXtMCrUjxLZEvkmB76PYjYAsE9RFHD6XXa/y3lcxdJdDpwXHuoEs4+6twi3KQiFHjGXnVerX1xRVAYj+0FPdtp9M2rpNzXlZxL5p2P6Ytvy+cvJTVve7nurPg4//3NZ/0zRftV/8NIW/mxguVtjrtf67ie6nHv2HQeDHAfZ10/auiP/Udv2+4PrntvcPNeIPNfmnkfAmGtgowi4Fv0naFnXnpKQbV9FWmhqU7CXlab+Jzxra68a9ChjmGet1yrRJwfsU0Cuqu4otGWIKYGAV8fXT7lGQmBLQhjg6T9BvfJpLP/S6QnzXgFYNelW2TULUZQq4VHQ/yLpb/5fL8PHCrbvkwCvf89fyszfCs9fF0+vik/PG44sheF1Hb0v4NoNcJJ59XdG9rSK3KeVNxvWmBt2UvfuydV9w7SvE6xS5Sus3Ne1NyrRLaF538G3Zfd7nRiV0dG8t4tmOta5TzppycJH6x5Hf1spCy4LtRlLdcqdXon0ZIspebJrE3iUCSx7pB/Ql5umcP7gUThaWk4HbmKUPSt6zlhdIvjAlGKJgCTzcm/LAB8VDFh/4UPjPXhXTqdrWLxoIlAk8paSX4ZApEkSqErqS7SOBXYtYitc2eNNE1PZkZiCa+gqahm3l0FnS7UjyBin+UVL8QmbPvBRBOwDJB5D+Mx9ikhwgADpClsOe29hAMa/ppdV9aokAYR4qB92lIFIOe8siV0/gnSTSj4YaIXwkso2Uu1AQlBIgZi31eKBWjAwK7mqaaPuRoh9tYfae09jj0XgHb+S4QZwexYheHp6XzZu0fZRhx0qoi9MLwTPMOq5ixL5ALOL2ywS7Et3rMN1WiHIIXQu2lUCt4sg+As/88JpDxgq6iDq3CaSbBitSqBYB+h5miiFriZwI+EzCJ3H3MsrWZaQsHysh3YC1jnlzmyWasm5CYFtnYCP7LzJEO040okw3718XHW9z8NsQsUuGVklumaQvQ543svt1Cd0UbbsaOElpz5PWqwz5LkFss2C7TI1rPlXk11465SKoWgOqZVZ12fx0VTteNuxfZ4hvSqd/KoNvWpo/jNW/2338rwvg67b+hzbyp8lvfz+H77aaV3Pi9Zz43Zb9Xd//3dT2vg191wC+7yE/D3U/1s5+rEA/jJg3TWBeNg6j2pX35Yy3LoPmQZmcppBNPTQsIK082Ctr9n38VfHguq6+ih5cpNXT3LN18dGooG+XnA3vaZNk5m6gm/Lk4sgsAs8px+siO046Zwlok9C9SxnvIicDgRtkLNso9E3F8q3w4k3QvhL0q4htnwRuMi9eJQyXOdNFEF0GTqblk3kWPW+6r/PsXkGvvMc3ReRW8t7EPHdx4m2deZ8jr6LItqTbyOClYr+Qgbdl7UVVe1k83ZTQVy1mmwveVlznIeMu6LyJBopxpl+2LyKavv9gFWHu/ylGgnHvQV/5kWWR6WaxVRC7UMhrDpqCT6PI2doFXYBne8HU50+KoiHhMfGIrYJbGkHAzxMqy4OmPPAB8ZDFBz4UfulUOlXIr4oxepZ1RRmkiOrTBCgQTFOBWjyxF9kci3UJbZtVT8OHK9Y+lqxlt74UZlKENurRZNwGPmqOlNUJ2UVHkUjYqiRM2dTLfEibYqwgbAkz+ICF2oI9hmsh6REZsaUTvrri7Sd93SRXSPgLEtwL3U/MWF8y1kMvOhE6miWKWb6ad4kKmiAJJUbIIagin5VFbdR71mHgigIVqnQ6jfQZrpGAO0nPuA60MuAwRjVFZiZgvdTxIgvsI8QmyI0UR1X2zXPspEAPwmTXzxRC0EoEZjw05pyrED0OuxpJ7Vh53MmaehJdieLjIDWImnoUs+KgQdC5iKKrJDOTsAVH5PyHo6i2E3m59uBtEqnz+ID+zYJy7SOhPe9eZclpThzFbesCtBGZV7zY4KPVtDDJ+2Y8eJFBd9mjiz4xr4BXDeumA22rjk2DWFSPxmWXquFTYb+qptw7yp8jqouI6kb59LZx+Pv2yb5EvCmif4zib+vQj1lu1z340+js6yn0Xc/3fc/2uzHy8+D4pwX8dkr+fuH/eef//RB/P3H9rq//fuT840L7dQd4WwXelp7c5fRvWuqr4qN9Tr0IOscE0pLJccgxLBIXQfo87ZzwX07r6KZs3yXRV/KLmyRwHTe8reov8qf7inGastYy6jl1sIt4Fg1/pcWd56B50nJVoCYphJfsIy/y1qdaeewbxdZS4Mvsy8v44zvZfOXXbwrHw4p5VNNdZU5v8+Yrie6nXEv3ixFzPJKhveI4z3ivRd15ULdNsis5tKZ9V2niKke+TbJXvOOSc+x9mj0GXjOf/lB+dlf+zbr07F3++V2CvGk5rqPELoasWGYh0BPBMwhptmHdq7jtVrZfRj1jH7JCyItfHoynt2lkEGEvXLZrg3ViUg9dcN+A7Wj9RjxbR/X36RpweMsMLQ+st8zne7fW/9cj8veuBw888DcesvjAh8J9ZQzpVC1KFfJ+puLsReZUCljqHj3Jv8zFTaMEXhWEmp8j7JYqrp4EbX0e7QTtdZnIBVmRpzLcUQkzBxV7Jmbrpi2FCJZXzMkQ1o5ZqyFtjj2gJBvjt+ejpmr8kT38iAlZAxHSpsDpMNcMki3FIwbYsA9NWqAGj6cTlkpEHfLrY4y3FBR7gi/twVLKaTGgj6eMA+m0nDzN+JCsFy/KzkzqeY85bbvBuv9+Rvfe979R1NjhsJkI1+K2RhGoZ7XbIDeJ+PtetJpkmll+XaLnYXHKU12PaxQxL/3khcSs8+Kgke0lbTkZKBeRYgqrFMRKSdcp27rZl82scRbQbES8E3PPGGaN0PsIlsk9mmatVUXXhpkGZ61CpiLvXIrBbTDQDAqDuOOyQEz82tsYMkt7upIwLnjOu9hdmXhVtNw1bauW4bJlv26+vBp4583gsu9cd6l57rQWcf2ajvKLpqhUf6qoviVV3YLxn1uW9y3XddVwkwbukvrvOtx1h/qXLPrHmfVPfc/rjvOu4/7DwPjjEP/XCfjNiPhhzfzrGP2hC7+tUd8OyZ9Hph8G1m8a5G0beptTv04/uYqr1+HDS/HlgjXNWefCd9jNadeScRpFNm5tLXTaUiyFgmMBmVcJxy6ErwviVcr0KqubRU+mCXUv/KTH6RYyNcuL85RpGrWtQ5+ssl/U/Z/1GWzC4hc8dsEZdl52rthGUaKZROYcMSqR5yVkVEMHBehWIK4IapixNeK2aeLjGvdk5NVPw/iF4h6H8esYss3IKzq6Tga2IXZdRc/TunnMvJeMWxgZ2Z5chD7+MfnJee3ZZdV0oeDnZcMgiS4q/laIH0bxbso/pnR7lrgLUW/92NcxficzbQzrsciKAC8S5l0IeuU5XTL6veF0iQBVApqRWNWlH8nGRfSXO1SGAlGjrDU3/M6nW4RVfsuDpjzwAfGQxQc+FO4ro6BStfz3P78oQJ8p5FGXNjRCcDTyKJfSdlNUOslqgzDqfJR321JhsCGyLZmNhMxVnlEwKhqyZlgzz+KJCFb1uupZm8IzTSGQ4T1N5SUjW5mUyZ4EY0Wnu3QcS6GE7A6Gvd4wVAjbaiLVCHsUH1lwQWWQKAh0IYHgcbvsfeRGNHUb07fDNclRDAPVxGHBY65EHJkIlvZjIZFqBhzDIHDOazaops6dVpxwV9Y3fPaux9SXwFLEPUmTiwA3pfz7UKgvWnsy3Ek5x5nQMs0PJG4QNY+8xBVGbGR0V8hVKvlaLZQRzQXFPEgxnSQ3yEMDSV2PGpvZg2LSuAwhtSAxAYhbKLzB6aVEF9KGqc+1DJuHQbjqVy/up/ME1YddVefZSOHaAnrNw5MYuC3B9aR7WsDfdNm3Pep9gduV8VXR3Ik/Ps/ZbhrivsEPer55yzGIkc1fWVJUvyzt9zaiuiqdfpNHLurMH7roPI3dZp78IXX6Q9f5X6r0v8zx/7rifjf1fNuj/tjSfD8kfuqxP86Yb1boD1P2D3voXYl8OxF/3xTe1fG7DLxKYfsUsY9a9zHn3gOuJN0yaL50m9dBcJM83Nd167L+PO3cxxxNAqukmJ4fb0nqrXIwKXPNGHcZJc7DJxufYRwih7KzxjhGYWGZ8LVsyCxEpHOWRuiTpveLHo2MEXES9fVC7FIE1hlslEWrGaKXQa+i7kUBnEYsY8l36fFMXcEu45tlbGvv6Sai73vBnnC8EPFlDJhGHedKcJfwX4SpcQTsC6etnLqlaM7jxDnt3ASt+zBwG7dsS/ZWhV2X0HUSWXWIQTGwKXqaRWqUMLWTngtefxOz30XxVxIwDzBj31mac6z9yEQAr1HjxHO64dAZ5YqawInAdiCsKEAz+WzFPB0hJ12DqcVAawB8GzXe+g4eNOWBD4qHLD7wofBLacRUU/aLGauPuvQdvz4Z8jQSxMAD92LIwOctRTBe0HlZWwYF4ri3wXsy9w2bx/Ii2cEDLTdS9dhqjFPwYvk4rCQ95Yg7xoSrkUAoapUEIKjY/aKVU/SFDJpJgbESE1dcmcRhPq1uJK3ZrKkZcXUEbZ21liRKTNBpWRMSzFX8865DM7YBTQKsS46KFywG4VIYb6WQtKTvB0+jMdcsbpzGgYF8WKeeyxa4IEI9yVGW4VwWbMvEPMyuRHYkuhsB98rt6kvmud/UdjubHnKY0NZY+5yCt4LvOmicRdl+PdlJ4/WisxQ1rsKuXZZfRrWb4PHWo24L2kz4aRvXFv1QA4J7XmHsDTQER8WP9hOWeRwe5c0dWbuU7Dcp+0xSN1hXJaG+jOEj3L6SwVoMa/F0m/OuW/guTy+z3pFAt+PgPqW+yx69q2OTJrLsmTI1Ziejw5fPf31T+Y+s6vfK5z83kf9YAH+Yef44wn8qQf9SfPKXKvhvA+DPc/xfrzy/m3r/eUj8pe35c5t8Mwl9N/F8uyC/P6d/mDDvl/iPg8B3fc/rsu1V+/EoD/Sq9CzJrpLc2wqxLJincfNCMa5k/bCsnQ/Vq452VjFexk4bUaTi9mdS+JQAlhFgn7f1M8Rt9PHeq15GwWkSbuXQUdo8SkJ3AnkhIPOgu5IA86VPvNxxivsiHzI3ZVM5a+5F9cukfpygaxn9KopNY+xFkOjC9kUMmgdckxgx8dtngv1W0C9JYiHjY5jehfXrkH4TOZ4p6Eom+jFiTkCxoEFIPCllnlxyTy5E9RbTXQSpN7xjloanDett03ZbhbZFbjWILFPMSHGWFH8Lti4leCOqtvLpm/DZrffFWKMdOB0DL7HxgHOvbR9ilhJ7LrOLILeA7Luwqx2El7L1igQGnxnHTmeeOJqJ0LfYwcSnerjo88AHxUMWH/hQuK+MDZXqLfbozTPrSnBKshxKir2M3MjgzSBVCDM+3pHKkH5eE+UxCXYFA0g97JJ8+qaINzC8gxF9m64ftOdps4A5y34i6Q4qrCiJvpRkzwXwaADJEsaMBNIYWsrRiSiVzCF8Rh8tmbnyy3wOrWWBasyYC78QeEc2iocjRF64H6PNQwLsY0gRAouwo00gcdxW8BOl+GlHfl5O2UcJezlIlBWgjNvrqKbMQ42Me1F0DYtUKY/mBHoqoB2GCXscPT+yIuCbMLsLUSMf1XQTWV5X4ZAyxff97KxArTJUN0l2awE5Gahk2UFSnNWTG9m1Zawbn20TfdwL6tqKeaiAiyiajWC5kKmqs+R82qjX2YzhxRReDWGzCDEtsIMMNksZ50nbNgVtg5Zu1FGI4SWKHfDIKG7fluGJYOsl6UUCfZsHf2xYvm3D1x1jv+dc1OlYBZ/jX/3KjvKzSvVvKtV/q3/+fdv58wT61zn3vhz4KYf9R4T6qW360wj852vgzxfInyfcvcH8pc//Ycq+HbF3Y+Tbqf53XdePS/iPQ893beq7Cvi6r7tq69/04F6GqmY9myr1uqhfFI3loqWfUy/yxkZdPeiZG3l7LW1Zp+09t6YchVoCWvKauh5kGYe3idNzXn/j098kzzZVx757Oit+fFOy3WUdbxlsLtLLvCmVhGKiJUCbStYvF9KLrgT1ZN04AK79bCOMlX7ZLzOYYJlB3t0Js/MsWQvZewFo4rUvBPU651jHqFrUtBHhrfhs5jue+/XtiHkShoZ+R8sPQ6nTbvTJTv70wvvxPGJ5heM3PvZNin1TRF41TG8Vx3nTe1HxbqrMJEeMRHTlJnawdh2y7xTd6yRylwQuEHOXgHuEqcsazkO28yh2XvJc5cidjKwl1ywIjIvWney89BA3jntxIQYiu/rCduXQLP56/+yDpjzw4fCQxQc+FFR/3SF5qzp4pdXE3Pau6K2I4jjJ70NER7a3GVfFg2VkoChYw+xzlfslF0DB1OMsi6WD5oiCpH22hMQWY5CUxBvsYZsnshyaDzFxhq64LTLmrPHuKqPthQ2CYgpLZ76S2V+wRgqaRstYS+KTElRP442Mppy2JsKsGPZVZA8q+8oE0fdTHYun7gYaRvsI/DxjQws4WhXguIetiEhV9I8oNgZ5eDddYZ0F2T3Kuec5vhdnWxmsmoJHElNgvCWWKLPEjCTmXm4X9+VjYkHCmwLS8NragLMbIrrhl3OZbEaIBuapBj11kWi1pGY7PiyEugFvL4wPAmArdjzmbLdR6pJEl5Rtin9UD2gytBaknbwby/uZbsA1DhOdPLKMQNuI7VJxXin4dRqtpExhBWy64TbP7rO2izh+nUL3IrJNkddZ87d55l0Fv+uguxLXKdJ9mVJpv/yVNeWe/xFD29PP3+6o/1gCPw/gu7bpdzH8v2bpnyvcH8Ynf1ni/7aG/rlJ/75P/Th1/mHg+8PI/W2d+blt+6FL/Msk9EOX/GMDu8lrb5qW73rMeZTaVblZBeoV4W3U1s6bk7x9EDFOM08HMfOoYJ5nwE4WnqUspaiz4YWKHNA5gycEvY2YLnPAjWK7yRK/XA6rnV1lgGlL3U2pb3KWcdK0CRgbCfNtEc6jvjVrXgrGfRSYR4kOaV4T5pme7JGOjmxuBKBext2PeJZpfoFxxTDdcVFVguhJrrXkHKX1NRTuBM82JDhlTtphdC6oawowkoicD695mTX35I3w5EpR72lgxjm2McNVjHwbc74vvHidhu4kx6s68Va2r/PaXeblmjRfhFxDEahJpqvYwasAsQ84RyTcDyEr/jd3Xv1NCt5HoIu0dRMgexzUL5g6zbNd6WQdMcxpaBWBGzIwcROvLdquw+h/eNLngQ+Jhyw+8KHw11Z1MFWdNR4ZpqS27Hd0g+DyvqYHHBvB0GGhPG+u+cAi+rzstrM0g8RcjiwnS2BeIKUwmExiTIgIJ7h42t6UXJ2QNpdwZTmwjSMVM5Tzk3HO1hftHeWw5NYQ6VMsoU8UgH5DsysA11XHLgnPU4fd+OkoAWQjeNnjywueaohT/HjLy4zdeIO/lwD70O9sepAcQxUDtER7WMY/YPEJwq5Eoo1iDTc2C7i3cuBcZJdhsh/Hhjm+lA12RF9V4rIRR1swDFnjNIz0IvSE5Wby8YQEJgRSJw+rsqHKw10WrbugAWJdoMCIRzolvh1mpz60HGEaAaTrhnOCYRxxbELQnNBsY58vEppy0hgNGQM8IAfRWQhayIZh2jBImPaS4SLpuImy24xpWHtRlc4KPDYJWIYivPbbZwHjSgCmYfVFEdwl4DdJ9zqp29f1UxYfab8M/uqOcqFCv8vS3w/4/7b2/rcR+W998JuJ7se+41+H/HcT7Oex+Y8r679O8H/pQ38cWr9pev4wCvxUifxLg/3jgvjdyPt27P99V/gmZ/86q/u+gFyB3DbqWWahRcPVyrlHJWYao7p5cpqFt0ljXn66qWq3+Ufv07ZZztCP4VEZH8bIrRCcxbnLMnIeh17HsV0cOi9bXkX05w3bqGBtVfXDjOUqctrHNG/9mq8Dzq/991/y2U1cN8noyzFm70YnDv0OAXv6s7FgXkvgQrHM0r4lQoxp5CqIxSC66cGX5NNJ0LxlnnQjJ0OBmMNnex4eumzzIDgNnxaTQFSma4x1KVrWQcMizm792Nqry4oH6xT+Jqx5XTbf5Zzvio73fmQvIZfJZ4vE833q+S4PD0vmavJ0JCGvffjgubPKEnXh+YawX3s+3nLWcfJsG4EWor3OnTVSJ6vy02XqxY0Xm3FwNUJMS95z0XaH43cPT/o88IHxkMUHPhTuK2NApardm4r5SIaJHozmGG2PcUxi2qbn82bc6EMsGu6rquOFx+mGaG8a9eeT1qQPLuiAJMMobtLvRqSAMRNlmiFtMUymRVeMh8sMUAjDSZ9GEC0ApWkENX4O5ChbLsrmU/hGAW8a4C4NbjKGdvy0JzxqJE+LsqUUMFQ4MOkBEpyhyuo3mHklaIdBciMgQy818nnrAp4DhRrClmjifthdicAwDGQIsuDH5n5gLIJjLzj1IxXR34nzLYFbC3QvgJUCpy3utO+19GR8LUJ70bKJ64c2bZ94ngv9QytkaESAhv+rmv+rkXC49IIdHlz6rMOMvatQIyHSDIRbJN3OkWnprBv6fCI9b8S0VQGQQkA2pmnHoY7vXkRelmSwJFprRWgRIMYhYiNR2xjRzLknHmwQIbexZ+MwsBGOdtwXl2H4VfrofY66SFPfD2yrFvw+C+6AF/+vX11TVEHVzxH0/ebzP3apf+sDf2hirwfm33Us/z51/7y2/jyy/H6E/djT/nFA/HEG/Dgmb5u+H/rMdwvyjzvg/QbdrrnXTfCuCV6X4Yso/DYHLtyGq7R6k316nbOfx2y3OetFxnVTwi+S5vOScZM/+K5GvJWAO795hZv6MnQRJ16Xgvsu02pju4Jxnrk3PP0iBy0KZ7f3X2wDS8bM6+SzVVzd9ZhbrOG1Dxrz0Cp5uPDppjHbWkJ2sOWKAibMcQ9G+hS55l3jEN0OkyM/fReEbhXodZIZSfDCq7sjX1yKjzcJXT+vv0rqNuLBIIi3FKgdhsspKBuAcj50dGIsJbmVSG1DxA1z0hDMLcGxy5wNcwdXDe1tznSXNe3d4CSgGUmf78PIrgTPS1S9xN4lmG8I4pw2l526vB8fs/a+x96WTzfyX5eEcetngafLoKqbOLmVbW8ZdKemJ17kUrZdRILfxO2vGGPx4RbaBz4kHrL4wIeC6q8XfWpmVYYH+14p75FquKMUBvyKVip/5fdDeTceczgVA5JGSQZCWi6w5wMqwc8ThAH8krZrrD7UkjdZMiyUsZNRz1mEwBUGrPNAO+poxsA8c1b0WLP8aY48TPidRTfa87MrP3wZQ9cpapxEqspZJwJUZSQbNpWCFjlwiAuauKCvE8cjQjOPnLYCYC+KzERmwuLDCDamsRGLTQNYJaAf+JFWEEsHiEQArKSfV0TDVAEmiL4nANWY5f5tewxcoeEei7QJtCtak4plJIKjJDCJH/f8lhH5vMk/bsWQZthZEoGk9/HQD6782iUDTMSzuXLaLeMtie+7+UaSbCdc7RRY5Z/3pN8UQ5aUpInJUCtuqCSBpgKV3GQ7ZB/FLQPFME4bGoH7P5huF+hVmuhm8FVWuygBS8G4jFpvrch7Af8m57moGG9bxHyAvm+d3Uao/8+h8f+rUv2vX9dSLlSqu5nqu5rzjxvnv/Wgf24xf+lCf+46/2MB/mmH/HkH/fOU+XZE/jCDf7/wvmvjb4eeuxH049T6097x44q5W0P7teWyYeQr5n3f8aasfZU/uKY+vvY+vZANX8eQkQjP49gw6rrNmXfZp286xK4AvUpQt9yjt67Tc+b0JgZdSVi75O1XjJc1x7vylzd5YJ1HdnF2kcMWGaaRZpdV023uk170q2kQ2HFA0W8Zes5uoo5eztWJwXvO3hCtPT/QcAPzgGPN2ZsJS8HvHnrcFynf10l6FvX1EtTeb5gJwJY73sfOBkn9OPzkdRjoyEQ14q2n0ZKMxGVD2vwk57MsfPC94F6A6ACxVv1gS0CWUc1G4ZYF912BPk+bZsVnlbhqmHs+yT7fFO3DIrjJo28SzO+ipgv+YOEBW77fLARTk386Lp0to+rr0NNb4cXmPlEB/VrQTsLoLQPfqL9cImfvwsa75Jffhqi3voezKQ98WDxk8YEPhf9sVxlI1Qh9OaH8S8498SFVvzmY0Lq4r5I+og5AeYTtYKjM+EIYXmOsHZ+zGoaKMZvgsdpJkGHsZTcSp2k+BMVDQDYApGlj3edoeRx5Eaq4kYwXqgXP8qHDovswHwKTlHWhQKs0Mq85WpJjmUJbCtCLQ6U0nJOOPRFLIalJi4cl3jLzPKrF7AnFlFGwvAAUJETmgaYEtwNcP4x1Bc8wRo8jWD+KjaXnNel5K2YdcdAkCPQFQzNgKAYcVQLuOahVADnnsInHMErqewHHkDHe+8QIMQ5g7ZxjpqxzFsDHLs2YMKwYeh12TULgUDzrVoBBjeiInrKfqIiufApoeDVDv6bjNoyklyXBlQg4i4GzNH9GyXgthk6D1CLqGIXMHR8+uJ/Lk+7zJN7I3P9t2vM8vS6592HXG4V4n4C+LXreV7HrEtho26/b1ssacOejxgHgf6mOfl1L+eVsyl8i5tsx9l9a5H9vYf+rA/8fTdN/r4N/qaN/XDr/Ze7706X73y6Qm6X/bqn/Zui/HfveD/13I/qHHveHAfv1K+LtxLYd6HaFw8uM9tum6n3046vIk4V0+n0SfZ+/dwhnjodXIrkI6/Y14zCjn5dss+zRZezpe9/ziXJyrZx2/KSS5BaF4Nfd0x/a1tdl3SLLprL00muZ54hKhtjkHdfJxzdh+1vf4TvWNDE6roLPLiXrJGcqR+Fx8KQvgvUwOEMtb3zIW1m/TaPTqGXihzcR+kLEZiFuFWRWArSQwVVCdxHW78O6aezjc+FkG9CXk3BH0tUqB32vOu5XLdCP9wJ6e4RNfO5pjGoLnpFPe4V734TDr/2520D4OkWuAi9mCVU398k6bZ7k7w+0bhyyr4v2jf/FQj7oypZF6KAbMfZLp5M0+7pouwrpbxOuXYJac1DTy854do0x03+yLWDdpaR5E4R+5KGvVXDxYbH8Bz4kHrL4wIfCL71KB6qSqnhIUyQdKY+zKzkKPBX0HqrYl37EUaSZOqUv8UzVyyR5uifamwSzkPB2joil4NMgDSp00IuDEpCIQrWEbiCpG6JmIuqqIWtOtiUkOMpTYgIoR7UT+VHD80UtrpnHwcVYNxhAu6ZxFrLOUtqarKlKX+TdQClgk0JIWSYr/HFFcPZSOilAlARtSTktcppRCm6JVEXEKn53Ne5sxH2VItaNWIvC83T44whn7/rtda8mxAN1ziCDjowZb9rckxA580GNCNKKQ00WSgSAkfgPdcE4j5NdEWuG/DXJmvNpa27nLBKeCPJaIIYefBg1DnNIMnyG+zBSMafjQIuHOgFTgz/rUkTGa/dRjiR22PFp6rxtKSGjuGsU0laiSCELT1PUTYKZRAOXAfeYIucSv08wszS2zbk2decua30VZ15HTech8Kps/UPB8ceeflw2RZhf21IuVKrvoqo/581/6QH/s4//3HL9+8L8Hz3w/xiZvh/TP+2J/+uG/C/nnr/MfJsOPm8YXg09twPv6zJ3lXd/1+ffr5m3K/rrXzbqs1/Hnt4oTzbyk61iGPHYeQ7/WiRaIWuHd/YD6KXoHIXtnZBl6tNOM+qteLoM27fKyYXnYEeYlEi4VCbvash1mzqvupp9dtpyz8vQIHbajCH9su5ePTe09esI9w3n2DPA3kxd+K1Dmaqb8LYVaQTxOAxMCWTP2d7G4G0VGGQs3TDUixOjCNZNOdu/rHwPDnKuaRTdxx3z3IuJ/GQX/XhJ6qp+TS1rGGXBUfJg61dvpCdf88BNWP86CV2VuW2B2GPEG8b8Lhj6Ohl+FWC3Cccu6VhJmn3xk76ANGL0KkyWauZqyLHKgKXgwYoC53HTNGFrRrA3JeTS53qdcp2LvjnvuyDda4btedxDmrr/1F2U3QjQ66j+R8F4Q6APZ1Me+KB4yOIDHwoqFajCXaUE6w+hMQAP++gKzjUor9sBCqi+4MXLtLMp0EXzqeKjenF9MQq2fezYR4+TYFw0nYrWEz/J8QAjY+4s2szgnchRKnaUC4E5L5Lj7XWPXeHJhGIfx3T7gG4Z07XD2nEdLNVdzQk0rtjWZbCYf1yNmbMBZwO1N9Bg2xcs+siKmy5Ix8UIyYsOhTYUXM8bodMR4tiIbJ6hJI8mE7BEJLhCGJs80EPsFVHfYJ01BK/iZN6v7aP6vsfSYzVDB9rjbZkkNhDwdgxryr7O/esjL5eKpS0jTSUQDYIFPxYN6oqSduiXRilqSHiHrGVM28ceS856KHkeSVGbGHS3/WSCYUqwtue0DQJnQfbROKAeg+AqDG8lcCyD/ZgpXzoZN/BZAdylsFc8PWO8fQ5eROhRmltEjlclYJO3XEaxuyjyXgluRde16Pu+CnzTtqxnKpXn19aUe/7SU/2pqvofk+P/WQb+y9T4c/ejf++a/s8S8ueF+/dL7vsr+L9fe3+YRe+GxKyDbvrYN3100UJHUXxVA15P0Nue73ct8vue7rZkm5RtuwpwnkemGd0mC9xlnOuMvpszjvLQzmvdpk+bgnEhPp0Luh4LdgTLxGe79ejnfl0nwaxK9KTuuo76RnFi37QOO8imctosAtnCs1zT1qk8m6TgHWa4zeinlKvPAgsLfI6CYxTtkfa4ZEz77eXAx/uYbhL+tB8zb+K6qWi4jsAXGWch8WIcMsxI/bkfXAWBi8jxInFcqqjOhSfj8GkdtDQpx+D+lSjRDVn3GWKXga8Dlldxw+sysC8xy/yzRYy5SvOXXmVLoO3oi3UMvWkf3jZfXubN4ww7L0LztL1XN+7dwEwx9hOWtfxikbLMcp9so+o3Rf0waB/43XsS3Tioc6//3EtvefoaIS8hzyUSeBPSfJPXXvHEw5M+D3xQPGTxgQ+F+8oon4HJkGopaxgMCQZMWaMr8pLP+m1Lz8uZpG6HoT6OKii9lC3znH5U1WPBwMDvaQZRP/KbAoTj5FcSgyJBQyhJKUlLVALS4dOQF0kRZI4ElwydC6J8ke7KwDwElsOuesZc85PxDNrOc4sKOK5ay2WkkkVKItvz0j3O24nQc7erG1F3eUslY1XiaFCCfbGXwaBmIP3yJM7Ii3Z4TZl/0UDNOQ84hKmJgI/clppHP0DxPOmsuO3TsHWXArtJoOI9jkW0qagllQX7KbIh+SshdkQd1wlTQcBlgsh40REDtHB4gtiHgqft8mxoV8OHL0jLUK8fwR/VwqqKaK+LaNbmbyFQ1ggvndSc101Sj3v3Y7GMrlLEeck8LlnmxdNxWp8t6HdRYCUDEx66kNl0yJlJudcJV1N2zBPwMg6uMvA6L9/kI3NBGiX9G9nZbXypGqlU3K/tKBcV1f+7rfr39ef/3tT+3y3g30e//fPm+L+29f+PLvaXGXu3JH7aWd9uqL8s+W+m6HkdejOw/W5guWr4rzLWH3LQDx3fj3nfT03fPzfRbxvO8174rul/3XaPCsyyYdiXkdc116qBdYredZHexa2T8qORou1J9lbgdBgjhjFjTTS0xNNmCV83nZsWtiv6LuLoOmtdt22dFrnMa5sK1m9CrYqlEf2oltOuk3i8BtcLZIvTX7k1Kxfa8uvbkj1HfHruezwJfTwSdF34bAqj7xDwOgxdSvA0CTSgs7HNOHOZL3wnWz+wKZ/MQ0+msmHusIYJR40yjCGmi6CriKOct06zXFcyXIroTKRbOXpWhS/q4GXScxUQ9k6sHoLXcd3rouu2rJ8Jjl6Kmsm+YQbbhYwXSXCd1daj2lnC2I1/0ouq1qWnw/JBL8uUeazEPr3iiKGET1loG9DfsZqljhta8GvIcBEClwki8HDR54EPiYcsPvCh8J/tqinoEuFn+eqhymNP0zY/y1+lvPcN4zyKDhL6ph/pk+gsarro/mO+ps5J7m5AqgeYngNt+PEmLhZioCLamZilpNgSPlsi5CpJrjTpm0q+jQI0Su58ERooVI1xNDyOsh8Zp9FmlGuV+EmNbJaQYtVWjWCjFDzkwUbUE4ujqZSuTthq7KN2AIjJaCAJJhLOTNqajKgHPnuHBnsBbTesK3mwHIJEvWAepgvUozpwVAcsDQDLoEcz+mwVBwbZ07CiE1gjFzPcq0YxqA/jnrKWko2mNG6K0S5PDEq7jBXyZd190BX1AxM04qE565sx+MADLvCzVlgziL2oy9pqDJ1j4J4EVvTpxIJepMybLHCZtl3G8deNF68Lz0Yl7bzITuropaRZBeG7uGUbdk1kpprDz/NgK+csSt4CR53XyX3Wed1zbWLsdVy4Fblmw1kqqkudL/+2EOmvyM8q1f/zWvV/tz5/M3P+NDn7j83pT8vjf5vq/kcf/MuM+2Hm+V3L+/MY+WMV/30Reduy/ZQ9e9uib2veV1Xi57r+Dw3n+4bvfYd9O8Ruu/6rgedNg/wuw32dhG8rzGUBvK24LhJUo+S9t7FR0dmNWsoxUAyCJRkbJ49el4B6BCiE7ROBuKyZR3VgXCHPc5arnHqRhW6K2F5G3gQd8wwyz74slD7teJ2vQ/S2LFUK1Cyr3seAocdV96FxSl/TH6/QZ3vR0vGf3MvrBUcsAuSSo7si02exAWsa/ZP+HH42dMGLCNpLALmY+tzomFBgHzN2AnSHo1YUVZGRdsZSVqipwkyj1mUUa/moVQO5zlhfZbWvKXKLULcc9iZAvIkZL6O2VdqUTlk6kmsTJqbRF1dp6iqBrO7/LwSo43lRSj/tpK3zHNkIMSVDaOtnRgFm5mcnCfuSP72kVSvfJ9sz5Jw4eBsDdlkw4FY9aMoDHw4PWXzgQ+Gv3UqnMlsk2aES4Yz8qGg0Tj3SIsfvQtFGWqjnuWUIK4L0XLblcmpv5rAsIbUUU1IwlQIVBV6M+dtRMqlYerx14AMHHJDLWetJuhoLNX3sIuJRgkdKjmp4saoLjsqmvvJP8wQ4yuFdj7cdv38fsJJHumVDTdGMwqdRHkfSWEZCxSCdY5wFHvfLmIhjMdHj9zjyirXCmHucrunRTkLqDues086YzhQCnF6LuqxVNyy2lFZHA8445ugSVD1qTYpkWaBbTnjE6ls+MKvFwg63CKA5wpJJvByk7TUF6HMaKfmbQeRe12wTCWrF8VwAH5LPSoJ9yJ2FGX1ceRGTtBkB37rhPn20kOFfNtTtIJsmdlX89FVZu5UOG3F/qaisauHztO99BroMwmv/84ns+DqK3ZVNrxOeRsw3zyvvGsT3Y8911fmuyL8WA993Pd+PNe/7X/6pryshv7amqCqq/7pQXS4//7Hj/Oe67ae++v3E8v3U9B8z9oc1+34S+3YYeN+mf+wAP9Whf60Cf8jrfuYM2zjztqX7/ej0xxX6fo2drzzv197tHF1PPVc99bvU6fdJ/48Z5LbiflewXCWcy5y1VYE7fvs0e9h3a+cxs+Q5vcjp32T1mySWwYll0LOL2ztJa6uILwrEvnR8WWUWFfpbmd0HrO+j9l5JXy2fXuU//SGBv3O752lxFiY3We0ijBYpnZ941jq0LwXzOATM/OCC1XU80Ipz9HnjiIYuXOZXkvEKffq1Ebn0kQM3W8vgXZoY29zrz7gFS4wxeIsyEzcxFeylAFhmqbafXMQtrcCTVJKoZl3DMnwlmm84yw+w+70DeWs+eBcCdsmXu/JnV03NMufY5137tH2V8lymAuc2z8rpmci2efhsGaU3AeuFi7kQ6Cu/+46/t3ai6sYn0dOV9MmCBiZB7I5xvZJcU+Ug8PBA8gMfEg9ZfOBD4ZfSaFapQHfVB9rDXJo01wJmr5ftJv1ykq0K3ssofCE5xj7v1OdKhuhYyNLKaRdZOFl0RxUnrfBJwteS4bzwQmZ8S0bTos6yygGfMbW9jOyhZcwsyFA4aSvLHCfjuSBQk0+nsU8XQegySXeDcK0M1bNcr+AdxKwlTp93W6s+XTVjz3jAqN/qj1gKPmPGZy2a8IqPbHjNY5+lbzN2ydMBA903mJYNn2vJqgXq4dxCsG+JkwwHpTyWQ5wrYEADpcpJqujxDdzQgLJN3V9WaVvP4ohjphp91lM+HVQNaxmdx4yt+LOJYFh6Xo7C5lEIyXvMveDZMPCyFoYn2ItR9LRaPa3IWF+k6lmkn6Pf5GM35dCu6LnMQZc8vvVQdZZshfmxxC98zCQVOc/Cizz2Q4T5tsH+nGDu5+wFz7+JED93mJ9a4Dd1fquI73LB75O+7zsH/7Nk/+9h83tQ92trSlCl2qjejz+/aVp+GJ/91NCfD+w/rYh/Hbv/PPO8GhCXQ/dmjr7uYb9vWX/XUf8x9uTrsPpVHHzTMt4soPcL4u3G+3pAvuo677rk5fDlrnoyL+jOC/BNx7PsGs4H1vOWpV06nOedlQL8Kmy8zqp3qUfn6cdTwvB1/PRKALZGeG5GbkUwLZ72FGRdNGyL4HmRuCqKcxF550NeweCCZvMZe6t48IY9OReIgSXU4eiV17ZADVmfrufCWoS77yFGMWRDAhdGcM/qz6XHl4nT25jqbdJwl/rNXez4NmwdKY6pAo5laBjxrY2hJUytnMhr1rFDTs9p9UBAx5EnIw8+8UBjCSjxzmTMMq4Tszh8FX1xFYK2ouc2wKz8lhlqv+NtdwnTJqWZ113blHeVMg4LyDgGtIPI2E0sAtAug93S8Fu7/nXot9dh9JXifBdwnePwKuOv5JBV2LKRifNs5Gs+cI64NsLBfx6Qv3c9eOCBv/GQxQc+FP5aG7VVytT1slMJT0cBXlTLDAXIVlUcqPjRXdi+SxP9Et9K8wXFSxXgYR6cFbFBmJGkQDmGlWRvPUhWlfufnrzIVLy/5QLPMqKzlUCijDMqusqysZY2trOudAhqBs7KnpOhD7gseH7MRF41qGrKWS74xyG6JQQaHraCkm0Z6SpAJgWHI+oMDtXEZx29rurARk5zI2AeEM4q97gC2GsUKKFw2eysfaqu672VALllqYHPNibAWIAZBMGS3laj1YmgLpvGsx5D34OueOvcpp8iz9qcvs6ZWrK+mTJ1omQvbc2noHoYHgaBYeAkoZyUvGBTgGoJrBt0t2R6lUW7cVM35KyF2arMrXPSu5hywyvTAnydQ89DzrkVWoQdG59lGgYGnFiPecc136si9GOZ+32cO5csbdrRBoElynxdsH7dcV1Vmduyd1EPneexd03jt6LqfzB86teWlF9IxlSDhOr3+c/flg5+bn75emK6HYK/n7j/VIb+UNX9rqX9/ZD4rsp8n4DexPRvy5+9lSzvY5qbCvSqqvu6R/yhjS+bzvdx5rzsuCkhN9mD86R6XCJu6pp583hXOxyX9fOMtRsDLyT6bRbe+OFNyTSQThchaC86dyH1JnKwp0yXwsGNiCzSL26r5nfVj28yxDxJbTKuVZz+WiQGcTrJA0XBMMg8u2ChToBaeu1T2LglkT7v6knQDOTGYV3fe7yMmW9QYMMdb2IHtxlLK2YYuA7Xorrv13ckoB01N2MfjyJ0kffGw0gRhRfuj29p3Xng435S18vDqyTRj9vXBNGBHFnB1RfPXiWcb/zQefh0EtEOFHcp4UrJtlVYd+NzvnW77kKuaYq/Ufzv0txF1bWqk00BfJ1HO1HfJInueOxepC68wDJqn3ngKxy6SqGjHDFOWwZR0yKPvir6byXiPQEPHarSw9mUBz4kHrL4wIfC35rVibYXVMlhKBf5KBv7so1oCuypIhny/sMxa5uX9Lk4UCfQXMhRFRz9jGnsYVu0kBThatrWlOzNAD0PuZeKXL0fQLkTA6HNh8wD2ZGWDSW/cREyTDOWVU47VAxD3jgRrPGS+brEf1/1vI2hgwja4uBd0LcI+gZiaMrxYwapimBB0bUUWyluqbOaAvWoibxsUZqp21R3Y13qLO01JQUXF7VhlDHz5VlaY+u7uI7D1iHO4hQ1ktlWgFzxjhxzGotDsaQx4vdmMW+X9c9c9qnsKiVPe2lbL6KbhKCujK4KUKPMTNOeXo5oxoz5oEEWfH0/3ucCXcXXF8h2FChJukLC0I9i+RhxqeCvA75rEZrlHVf1F5dpbAqAO5S+9NMXItu7/zgZYhWznNc930WkNzH+FvWMSXvEb5Ekpimi05x9l335XRx/lUIuquxVAfy5SPxex81VxN/BUwyq68Tz7yKf/1A++GZ2dj06GU3gXY36uk39R8nwb031z2P7mwx1TRC3Bet5DHjTfnqV1N0WDOOk4QeZ+rFlfp223laIt3nPLm+4y55dpoBXcezrhP5NVHudUr/KQ+PowTBqnCe133K2pRduKuhF3Lxyw2MWWpX0DfF0mvr4tYBchom7mnBXsF6WdZdh61iiOxl6W3a/LgYGea4cR4oRQ0tBNxI08CFTGtiA5pWPGiawtZfYUYYVq97moUXQsuSBsdV8ETrZJMBXqYOV8nQbfDLioKKVjsumtmxuSkRU8YVlc5x7PrJZNqinL1lK2dNewjFMn44YcIUYxuwvmxGuFOi97+W1h9vLv1klPp2Jjr6AZGRLIWnepG03ouVSNt1/Gz/kuB+L6Lf1+KoqXDX9dylqV8UHEtHPcTOeWQfwpUiuQuyCIzYSt0869xK4J6CNRM3vvzeEaEHAKvNwNuWBD4uHLD7wofC3XvWVSkU9x2HAbbGWzV8sYd3UetQMaweIqR45qiVsAQnx+i0NHzSSTA3JOWGcLQ9eF+6Hwn/oCocZp3mWcF5E2H7CXnK/SAOujMiMQ4DCqbNxY8/3suw3tpWXrfg/LNyORpxcxNB+Cr70urrYV3mvuRRklpxxEUVWKddFyrlI2iqRw47yxTj3Yha0loQXVc/nig+oS4dpwdIUvLUAUiUd7bAtLzoiHlQ2gl3EVcHQoQ/K+jUlPx5xI70kPibRnhepiC/rWSoUsoQ8VNtvbrvdy4BjnrT2k6ZJUNv1mzd+YKpY+zm4m6RqcbIo2Kp+a18Pta3Uwg/2BXzo1U0lXSUMN2JIMo9P0mQp5LgQdStGuwoaL7PQhEf6tDfv5aeeVDeuXKQCu5z5ruK5KnP7HH8eIt96tG/DwDJuGqQ87Sy/ELG3Udd3CcNdBhj64X3t9HVA89ZBxP4OkqJKks9/VzX9rmC/bcPnA6Q+t3XDQD5O/iA7/xwn/m1q/OPYum+ymxx0oWBXXeuNdHqd1V2EDA2RWIvMuxK8banflsj3Kftd4snrysevUuqxh7xizZMQsJfwuzS4lG0tVr0JmF8HTxc+2yIMzkL6vc85lOlGEutVAEVSDwXjNh/c1enbBnotH3RKQKfknFfV6xx1nsBnOX5pcbZhYCZZVkb3yEnOuC+auLEqniWCWN9LtATnMKtr5J3jmm7gsbcJWxUBrsO2ZezZRVZ1HlfPZCjOQznenI2rG242TpBZt7qPPJmo8PGRNEK5pWAY+nQL8EnRd9AzG9rhJ8MoOkkcnsvYRkDnMet5WXsV0q05YzuExGP6XO6sHTEt/J+cZ0xf847vU4GbhG+VCU2TyFVPt5BfbmrGadneywQW9++Qxppx+4xCWx76FX92iRzuEXTPUd/cJyHu/L7q2pUPSvKDpjzwAfGQxQc+FP7WrJ6rVMFPz0ikbTTUscMlelQJwdUg2vdbmywQSblCfoj14j0fMBKt7fBXfVS7gl703f8wF77o+Q6LAW3TbxgmoUnwxYj6vHBf3/3okgF6EayWsFZijhKP1sOOfhwYR8mNRM8kbMtQDdNhkdO0eEfJjXY5pM0Ci4RjncRnBaCWPuskNNOAdeTHC7gzSWHJOEqEAT6FuBQpEvBXCKQbAMeyI8fSQxaYkYa18KIDHdYEQxV25vyOetQxiaJlF1Jh8LJkzrBgWT5s8oYOY9+y7p0HGAXpmtc2cX81owx74rDJGqseJOml0jwxgY76rGMGaqq0ts0ZZ+HDReZwELWPksBVnBiVmFXaNYxq1lFgFjP3I46l31ogj3shuhr0DSSxnfJdF6jLLP2qENhmXB1Fc05oLmLqtQcdRL2TEDkOMBsRuPMwK7d9LL244YDLiG5osvw9LEU1IlW/r9+bij5RpOSBv1yju2Gsb7VNReSnGvR9F/t6ar/Lo9cJ5E3t7G0ZfpvXf8fbXilkI0CN0p7bMnRdAa+L4E0UPC89+ratetNSv/FSQ1I/8Gm3ium2CI7DcJU0L732deSwF1XVI9o1/1FdeDYMQ408VApBhdRThSMaIrZpkBvePEk8LWRP+xXrtKjrpRyjFDvMBjZBshX8pMU6GwjbY6xjVF8l/zEqncmssecgFqx9GH5aiQFN5biunMRCYEe0ZKOmblhTiJyu5M9mUX0/dBKXPnZHnsRJIMuBWU7VxXQT/elUz2/0wIZ27ND7yOmytCUjHsQEpFVAtnF85TdtMf9CQC/r9CbuWt+/s3Avr5q4pJkU0IFMNGhwH/EvE6aFiF4Ij6bhr264r3ap4yv4n/YZciuQuyC1jrouE/q+3XDhYTaRk+vAVxfWg3PCvGK/esub9kHjXPb+5+H4e9eDBx74Gw9ZfOBD4W/NynKgCh6llKMsb2pSX8T8Vj9NSrgwwbiaYIwrDm/S0RKYmTc4z4YGSWBHGmfA46HuxYg9XESN9bAxHjG2JWgQMI4FQz0BdIrYiqUmIl8oeVsxLKNQgwi6TL5Yh89WEWwrQwM/PAiDI+6wLX2VkR1Z4GwAIyMQHYtEIoIUC1Ap8qIiaCYskIEQjwC5FcgVNxAKIEcCHsKXpZGxQtXSVDlONLzAuaDpUtombah4v2qz1iFsHERezFmyTbyMoMZaCGwKLzsy0M9oG5JjxQN7lm172BqBDwjDHrStCKAf1NbD2pSEd/y2agwY8eaCF2ozyDhgGwSPpkVNJQutZXAeINZRtCRS06TzKk4uZd9eIMeUc+kHBnHniKMrsncW83RS3CwS2OS5ncKMQ/Awa1umjJu4eRkihglipxwvBeg2QW089IRzXCeefxuyVKmQyqT+O2hKEP0T+fw7z6d3UXJfdd9mmK2HrvDeRRDblVwXDcNd6+V5BNzLzzdJ4lUF2CSA6+jZeZToZ7ELGX0nq79JHL2Pa0e8ehr5aFpTvVHUlxF8+8v6s/ptQrdPkNMk3vUzg4hjHT2cxh73yYMBebRxn/WF044ItVi4HneVPXg3FmhGyUXc1mXAQdK6TJztgtBWgmY58C6F33pMlzbjWKRbONfygxPP8SBlikUcWbe5EQAvotq51zzggYH/pO4FK5xlJEB9t1UJ2fKKpo4/m1Oqpt+c9X8M86d1P1DhzkIsGEJNZc7SwQ17xDIFDXWbZeWBygEsjLpzQfvaz16GTBde2/4lce6np1l8mYIGCjjJmUbR30yzplnVu0i7x15uHGRXRewm/093yldvIPUUA19h8Dagu/J/uQ9i7xTqMoGsg9ZN1NZLMsu0cxQ72kmaGWj+RtTciMB7NDk6UXiV90FTHvhweMjiAx8Kf21VByqV0cEYRB+S4nQErxWiXwX8Bq8A1VioLBi49FE2DYzD/lEuMyjn+wXPwAXVdGDZ/HJqdqxkYCtZR3FtL4t3ZWLAu7LpQCfq6YfE+9f34sFSAU0p7p6MthXNKmZdZk97ObSTNbT95llE25UgJWzuBwxbF7hngXEUiOeJSslez3zVFw/Hbm2L1ZRAjSijPe+TUgAqkHgxaGsFsVGEHGXpegbphA/rQWfHi9bc9lZUez+jr1htj0YHCF6BkCR52BQf13m6EbaNQsYhr50LjrXX2eHZjtfRpWwjhBh5jZUAOA0djd3WURiaBrVNhRiJUFuGOmFoEf6qKxlnPNMVmA3LxEm2KmGLGHoXtb5miQ0KrVlXOUmv0v5ZmJgJzCThXiXJTIKeZMh5lF7x9Dho7qY1Ax5dityER8e89VXi0RsZfpfxXMVN3xSefRcLXQYTiupXXy0/iCYj/jcx7neQ813d9seG/Y956JuIYycwY9F1zuvW5S93Oet5Tttn4SvIuBfQc+bpPKw7L0CbPHsehS9T5rd59Zus+lp+lBeeTZ0fnwc+/jagH5ZPrmT7hQBf8/h52H8pw+ch+FJ+dO5TTdymKQOtfdA4fJYWnk5kYZHEWoo3IznHWaiTtEzKpm4enqfRdQnsZy2zsr6b0u182ozHMKV9GQ6eeJipcjzOm8dZRy+g6dGf1CO6pYcdosRWMs+4s3bQXPFD7ZCrpTg7aWPe85uyTdc2g3UWbKH6EaGb0444bQhxQILW9TnH1GjtgFCfUE9BoEwxuYC9aUD6yJMlpBkj8JxnB/9EDAOuHm8aFp+P6qfLwmExfDSuEh3BXmcNyxi8zRrflczfZVR3gcNvw/htAL31mnb4b95yp1fiy1svcKE8vZSe3ojOuWheK44xY7kOkTtO+43PNPllUd3Yfx6Qv3c9eOCBv/GQxQc+FP7Wrp4fOBh9xq+TvI6qZMxGjuKCRrECLT9SorXVsLUdg4aZwDCfmPbio7ww5mx13haiHUU3uhDQVci0DwObODWIYBUv0eGpcSw4jKVGydY2o6z81mXkq2nAuvOCzRCySDPVlCmUwdpxYiB5i3FWiuAZH9wNQK0w2FfQStQ3lKEN97gd0M8EXYc+7N5PtCH7QmL7LJuP0N4s1k5a2jG+EqbaCVfMR5U9aMePrXjjTHStFdOSN815bVViCqS+6DnoKFAnQufc3Jj8osl+0ea07YijFrJ2edPEC9Qj1lwEK4aAphubh2xDztkIEmsWWzmQRgiqJ3XllGYiWzcstOehCeae+piWh1so1n34bCPDs4CjITi7KWGc8k1pdiDC6wg6l8lV1tRJuWdez5xjlx6uC5tmMc8igi9EeiN+ch45/DHh/CnieF0ybxu621ZgHc2ozCe/tqbcE0M3rL6es7wp4G/r7M+E8aeg7Rva9oNguHafjHnnMEu04/jIbz0PkFcwNPLq98TjveLYp5h9zL0JGy5Lum/Tul1CP/Zp+5jrrfn0Td76Ngpc59G3EnXr9dzI+HkG2yTNO8G+UWyjsKEfgBY41mOAooiOIuJNOjFMCHOF7UdN65I6UzipF12lHFZJIN26pVoybPLALGjeccQ85F4cBiZH7r7W05EO56Jl6/skEVLNFGeOCe887E0IXij6SkbXT1OTGLeJM4u8rYs/q4JPNqz3Etdvg9C5wzFmoTpnSHK6AUVW9FDtXkqE02bwyZh4kmGfJHyWvHAgYqdR8D5Fljnv7OLmHuzqcIedkHGQO5wI+k3C0Y9bFgl7LWbuxaF1Ft1H6aukYR/9bBtD3+XAhaBfBz6dKb/ZR55dik9vvL+943+zRp8OzE+rPu2YMCVg+hXhXEuf3dBEizGWHxbLf+BD4iGLD3wo/G9NUTlsqgTzfMp/0UsZy7LV78GSEV/AzZUFPBEwhhWkFKKFnL+VFttppJOGWzFjNgNKoikdN45SwDypuUwifZHse5GRcN+esToTbsZKU2t4yR217Y+2HrBBe6de35DAsyE8EURaAWEu06WoO5CxS+nTatbZyD0epl1NglsxtrFLPQyANRru0LoNpZsJ9rlbm/fTRZ5NSdQ4wU68bCHCd0UsEwHFOFYV8YEP6wuuaZi6SFHzMjyNcRkBrMHHnYi5J/mzvLvn0HTQL+oBbZfXdrzaAWsdJLSdMJ1OwDmSb3p1VRhtBtA0y0ys3JRw1nz2eBTPpIzjKLiQrUPubOK9/6Vr5XfP3EeL6NkoBvcUUy+IjCPutSSMovA46t0moJsgvJStoxRe9Mh1N99m0WaIHseQSYpYePWzoPEmrvs2SP4Ydl5HnqyL1jdV5Srq7fw9NCVpUBVrn1/HLKse9UOG+pHzvKeOfxd/8m3i+HUOaSh0Lc43MvA6bll5rLOgvQkBWxp5Jbhuk4FFjptELeeU9jqm24pPKxI6IeE1D57Ltnry5EqCrjPmV4TlUkavFN08BI9FbqcQ27Bti5oXRuqSISoR/VbxrMruuyh3WXC9CrumpYNeEYhVnCmBjUQdSemTRvrlJqi+5BwrFlixePsYXqk8Q5V+RB9tw5/sk58u4wfzJHIeFje4sHVT4wzezuo3FcdN3H6VN6xkqBz5sowRHTdxIeGbe81SgElIP44+GSXAXsg94JgGal2KyC5xOuGArlmXCx7kaMDlAbrYwczivMB+s7JoaqCtQYF16LOt0/SKhl9F1K/qpon4oh+y3Zv9yEfMvO4RfW/J6Ku6802JOK/Y9zn7MvbbfeDpyvDla0y/Q09mjhcNVrOSTvpu7dJHTiP2qzS4YYGJm/3Pw/H3rgcPPPA3HrL4wIfC/79fwaoUpOopmnnG2YudlcSzShytpZEij8p+JMYR3gAteJh2FK3JbFUCGxlbLm5XFEMtrhnF7juT9YIzbvz2Bkb1/fQoCrYjtoYgDUPuuhWpCtqSW9cMmbusaxVWZ23mDA73YGbEsFnFUUhpqwXzOA+MS+ZKypL2sQMv2PHYCnG4GkcqSaqbsPTjujplLlmoMUP3KO8ladqEmTrj6vqwoWSuSaaGByr48SqPDcv+i56yHhZaZbnzksrRR3Xm6Ui2tnDnL9ePvEc56qjs1tQQTS5gzQtAM+pquv0NEisBVEmAAjSdc2MVlmgFNeEgUSDwCgjVPMDQY+wp1qoC1f1IzwfMaKQTMQ3zQEJ5khU/agQdI9nWCRD9LL6Lc1MF3mWs7Qgz8XBNnMhiaIvRd/KupWga2uC1xzWJsa/Tvus0O0zB4yQxyXJvI7/+GrR/hVS1pefDhuU2r7mrBa496DkLXxGHb9L6fdgxl9gpIazTeJ843Qu6psvQY5GRk9iyzCLuWhU886T5vc/yTtTdhE2XiO3C4bwGLTXJuPGAw4hmVrZdRqArSb8K62ZebY+ENzH4QjD3rdAtSy+C7qsssCiZrxvURZN9k4YmJXiawMs5ZJJgc1G6DjnbknoofbyIm+aStR/UhfxG5UQ9UfFN6HTA/XYrfDrldW2P5lLUznzMDKIGPl9TBLoZ/XngZBmz1kOuVgKKIy7Jf5KD8B716ShoaYVOFwH1WlKvZetGIps8UifIFUpNBWIOYj3E2jhxpzigyts7tGsOORcm+8z0YmzButqXddOLtUa388BXJcuyoJ1nzQ3QtHS8mGP6DWxdeS2XQcfbAnqTfrHL44uEZScbJs6nF5RzhsPnIXwm2sfKST9tWQQ0fc7aiTFXSedlIlSHPKqHsykPfEg8ZPGBD4W/9arnKtWJSibUDadzHvVMEaIL2Toxe0JxpCW45HHnMVcJA1hB0/IBBT+TdCN1N5WOWnPpLzKZL2ZR1y5ivzeVrmBoYGA/hLaztkZWP48TE4XrhXxdPziJHA0I7Tj95UA2l0KOMoSUbf6qx5plwU5eN4tC24hukTkaJE2Z+w7n43p+LhkissmgmEHjFVsxoVUYcwu2dwJk1QHtqZdbWj1ksBWHLSX1LvzxkLEXCTwd8a4Kwdtx/W5a2VSrnbCnyeEp6fHIczhjX/a9R4WgMYMYsqguHCA42tdI4DOSGFPQgHSnCZsPRpM8mg05eqy6EtFUkr+M4A0ErVqNkwAzkZmZhGUka9WNjEii7KJGoq0kH+aFw3ZCO4qZl2HjMkjtk+adzGxiwIVsuoaIudVWZk112bVI2i7izhuJmEeQdcXVqZODMlIPom0fsqm6LkRVx/x38ZTnbR80JPHbNHMRJ1cSvWRN30pHX0vPLoWjWQDaBvFykOpIlqXH9spjWJuBJUCmgad9k2MYg3cyexsz30RtrwLGnQ9+r3HMXKd7P3AtPz+POrdZy/beOST7Ujjs+M0XSd1Nwn6t2C948DYIv0pZVxHDTREftv2LEjmrkIMEOSl4r4O+fQ6b+8lpzN5hgKb4eMQZKpC+gv62DKsYvZD5ShxhvhGl2QGWPuDPUs560DxyM4MI1sDQil/dAY/7FJAgyUKGYQLuAm/EIEMWOelSlqbXOpaBAmnY2E4nNseQsEwC1iaINknXANdVwmAFxXOkq8LgGVHdi32pCM5C6KCctkzvnclhab/4pON4MdNh27hmppibPkdXNIy8wDhimnuetnxn66T5Verw29QXr2TNtxnbJWbcMcY5D19FncuU8aIOdONgJoo3KWBJgKvnJ7cJ8Gudb0t4+IetBx/4kHjI4gMfCn9rVRqVw/cpRn6Zoi3xCDEKuoq0NR+217JHzQjSdJrneqTqPqoCX/R92i5A9HT4FLWM3HRFNsblrwaKsS3ZykF1LmDt0q77qXRQovpZ+zxnHOZtzSjSD4Fj/8uFbOx6rb3yYVqgKzTfDjJ8gEhFD4txspLAh7zzJvxyfz9uUo6RSPZoOMURYZlQMgxRgKJRogWRFZ7phczVqK0qfDEPmoaCcyLgq6S1HfmoLUKtpEeKw60ccZ2lLqrKRgg06GBDgGo8Ohd0Q9/hPK7pJOkec1QPGXIBqpThegF6G4JGXo3CWSMk6CE0ZMhW9moq/GE57qikkFqK6mWwcpBukuSEJpoBR9FvHsTofhibhIiJADX9pqpoHyRM6xhxLZBLzHEh0suw/SLpWCY0V4p9yVFNlmyFqGnc9yaLX+Sw1wVm0rTP685lGZ75kHkUmrZ1rwtPlL+HpiRVaPH4+caPX7C6bY7LxC2tgvN1TP0qdLTkH22hp9MDqKlY64TjXIbe8tAdZ1l/bmup9RXziznmqyeYUQKbioYLxvmGsi0wwxa2drzoWjDeKCeXEe0uYN6L2hasvRCATcL2Kg1ufeAaQV4n4K0E7HOGXRkc1YhZDi4HT7shx5xD72TytfvsPAONRXRdtNZYcBY+q+hNS0Q19lkblKPMiYLXMYWeLyxQzuoNBd1xGm8L9MyNt4TTgsGcP9KUTwx+D531wyn+lAfteVDfNZxOQMOUdLU8ljF6UIPAPmqteMDmvXdyuvqJoRYEmkFTJ6prBnCJ+1QSznJZLBNFY9nTSU7bkcCS8Exing4gZJPyvBFdlyHHJk/Oo9yuAa8UeO077VOfLzj9d7nP3iuffpcDvhftFwHbUDhZCC/68tNV/WRTN05lpgTTPbNrBWgn8Fcrz8GcBeoqkP/r4fh714MHHvgbD1l84EPhPx1FxSJEUuVIag38F3lFm4/YBVhT4+4FQtPz6poWpOvTtvzabNzQJozFIJhkvxoI4JBz9UPE0of3ZW1J1mS8moLL2OV0C5Gah9FeytpI2spNR0bRDAOHY0UzDjrHYVc1ABYkVy2GhiV/RzRlBKAkm1NhdhbUXCQMN5Jr6IE6ItrmgarncVGkCjWkUAm2EpEO4+/QrkEYmfh/uQd2SkGzgGHodVUCxnYErCZc9RLXLoOtpGkSM15QSB/55V6BqURPRdu9A82CLxoK1S56uyG4KTlyaUvcRk78RBNDyyyQ5JkMh8UkIOVHCwHzgESqfriQJOZFtF0me2liyrmbbldTZ6z53F0FXySIbRa5TsGTKBQXnAkJ6EexkYdZieyah+9kz2UAXsWgSdS0lZxTxTqMEDMFfJsizhPOqyR+LfkuUp5F1H3JoQvpq0HlyXuvSvk7WAqqUtHJY0+CB9cez4Z3THN0RcKvffbbkG4SUK8p9Su3eho0bBKG87jrTcN0oxBvAvct9vTK5hpgWEehaxHTiILf0sCFDF0zJ10WnOLmi6xlrDw9V472irkqAlecuRk2T/NHo5SuE3d2ZNddjNulkF0eOi+d3RZtN9GDVfheN0/nsuPSZ70JgRsvfp5zXsUdNzH9Cof6Bmvn0LVCiVmAmLJnnZi+FX3UBQ9qsGOA2GuEbvrEO3Z/lcVAkXqeMuhqLsMAslSCdhmy8hDZdRnHoHpO6yo2KGs8LdjAsc1atnk6AbISdXTojyXyycT4pOvWtbnTEXOaRXQ+rymec0eTbJ+1rSXwgsHaIXNNPquzxN7nfZdxvHFrVjnmvIK+zkL78tnGe7ry4a88pu+SJz+mbXsSfhvF1yI8kk7moZM1+nSW+3KXse0ovPeCGJHmBaVd+b8aJFSK54D/3+sP/73rwQMP/I2HLD7wofDX2ogQpC8l+wjJYICfi7iG99oitmMe07ZkazpAlGk4z1tzKWtMAZWUJipqkumzcfLJTKLmXnoWvm+3nqZsGgqOids0lrGhCF9JzE5A2kWiUiJHUWQkace5F9MYkEfRpmgqhRyxpKOjOHsBuh8y5QNwj8cGKXSXNC7iQD0KlhSiHT6subCc4BxG2Wo5uq5n+wE6HgJarLEXBuY+YuV3zf33dgKMQ2hXdlYT7CiG9iOGqcfUIYGOx9w9oAqMbep70Va01Qie9Th6GVcqF+oWDJ2iM5QCh6KxdsBMHMwYQ1IkFGOQasAgxk0DFGxC5mmY7onAMG5ZlPC0jFZlV9rpkgio6oHjIt2JW+cZ+FWBmYeArM+ZDAI5L1MP+2ISts9yr3jXa5xYQmArjIx4bCExIwXbK8RlxLLJ2raS60pkpwQ7ldzNqK0T1+6KqguvqvN30BTVhQpN2j9XcXglgO5kfB6y72XsgtZeh59289qp7/iS+O1lUr+NqvdJYJpCzmPoJcK+NQGvIecGJwWfJR7UzQzARsL3Kfs4Z70WDDs3eJk6eJXQ7ij1OKi7U8BdEn4TPVrkdbscNleAWRz8LgpfRYBNybYs29+3rd/kzmZJUy+m76eBe6esB4Bi2LGIWq7SxxfI8SVnHn/G9DT8gJRnlP/SY9qGwa5oyDMvCwA6ReClj5wxjo0TS4Y1Oa+5TD1pM5/2mHur1mAOu2xBIy5gzh60aUPFaIgjugJmzNNE3e+pUtTEgy59uhV0ugodtCj1ADwdckDBc5oJG8tZpCH+IrKvNOgbCF/LtrH4dMTZhn70a1H7Km/at/SrIvamdHqrWDcleJ90vUmY/pQ2fh+F3/uIr3nsOoPvM9iGN41CxkH66TxxUieICgdVaGgW0o4Z01XqZSJxkI2qVA97+jzwIfGQxQc+FP7aqg4IVKxZ0KwLNvxWLQLmDGWPS5o5a4oGzYkAhNHWWOgrb1DjjttSHk2ZN3YFx1qmFiScleGW7G3HXN0oNfPbOmFPI2YaiJ4rlrgKGO+n8E7M0Vds8zhRzhOrGNCLOAqCoS0Zu8qLLgvMg9qmYOzLL8aiY5N0DGJANeFIxNlQ9n5yxVowWNFQFQ5YVP2bfnhRJashQyr0sicB6QQwY8li2FkNO1qyYxJxVDiiJBAj3tgnjOOwocWAIY+6QAE1VpXjgSbFjD1om/dU82RNwQZ5VydvSHDaodfR1eBz1JbFDFnEmvLo+jRSZY6WBFKnwZZPs/Zam5KzEIKzDCp5jVXorOe3NoPauu9w5rXOafuStA4hbsm5JiIx5Yhx0jGJ21cR49z1suVBMz44lwg3Q+G2EurL8FUMa4RfDqLWPg/2KUhM6YaycSo8Wkn/+JY+Uf3qF30uVKrvg6qvDaq2G+zR8Eyxv08gPTd2RT+aydpmCq6LugVhWYY088i9NMBtyTtwE9dh/Jp03BHYkIXdsrmCHQ1t2iX6NK0A5xywc7kufdhV2f06RlyGzFexo34Fvik6b5vO6woyLaLjnP11Uvde0b4PG9Yp6K6Lv+nT75umiuhqx9Qd+mTmRly4oRBwVDzQOoAOEf0cf7x2WF9h1ooGb+qh1yrThRG9JsAiAgm4q0qieRZoM1gtZB+yyMp/urTpR6YnI+NpEzot/6MmClrLnk9TXnWTOyjYnlRPPm6ihqoCVHyuahCZUtYlBA3dwCKq7jCGEqmbUQe5kFoOP8mJ2hZr6zzWrHzGa5o8T5qnSXVHMdZ82pmsuU5+dp6330TO3tPkbRxZl6mLuvMuY/+hDH2nkBuO2IbxRYzdxPB2GEjwB+vYSYU6GTqdFatpJh0uIsBFgppXPa/r7kYTDHIPmvLAB8RDFh/4UPilNKIHhAC3vd4SDEadz+JGU4HXTqTDgVfdoo0a8khmTH7vUdxjz3mMSc+TLmZshtCd4BxzTEWCOlFbOU4veWquUMsAPpc9S8Z7i/uWuG0kPO65dSPpq34cWkXJiwIxEeAej05ouslDozDaF+ztCDICwIXoGnPY2O1KB5iwTNVkfBH+hymNVgB7031YV85mLXaUs7V4uMQjobQtU2KyClniGSLgqHLmlgjkPa4a76tHrXPF0RPgQcJVExE/rc97oRqtbfnIMYWXgqZYnO5Kzp6IVnzapKAFSGPKa6tDpI/XxAO6rB9ISOYhD5UoXduHpqhHXeqwI5izYSArH8VDxhJnHgZtg/vWy39Ucn9Usx52HNZGCF4r0CLlWojmnWLbxfBF9LAhmYsRs5zjCsmYnArXSt5V2nUd1t0lbLMkMAiQswLSy5oHiRdrFHqrtl5xro7qV38gOai66Krahc976NMtb/1GMmwl87kH7Bi1W4+5H6VnHLl2HmwI/VVQvUI9U5Fe+LiLMLkNGgYcNGXZPAN0OGRP2ddeXdusmTHQuREaxbB92XeusN+Q5mX4qO1Xr5O2d8lnr+q6q7JpHX88Tx28T8BzDj7Pe99lvN80AudRrhtGWm7rpQfcGK1Vl65E68cgXueI4pG+4jFtQsA4DK99j5Kq42/RR28A9NyFjlEqxsIJDVi0vEwRWNtpqLgda6NuffJiigD1f4QyL+ylE2PphSlKP61QT8IomDtR1wwfV8iPq151MQmVvU9kv7rsAsok0ApbkkF7B4LqIXUhdKAwph7pqgLAIGjLMLptFFv47buwfu47K7sPSoKqlXmxkcA9hL9F4WsG24m2qzg3S5vvSuB5gWiGTQMWu0CpHUWMvCdTz8kyYjon8DmI7EIn14pm3ToeFfl3efGyEb1NM8GHJ30e+JB4yOIDHwq/9Cq9qhYlCQjjcUJl+zJkUhc4nSCfDkOWEHZAeF4qlDot2bNeW8b3Msu9xNyaGuweWLAuBPdldUswLULEwOO5ZsyLkGGHW/Y2z9zv7Yes/bihJes66bOVYhxkHbOssx4n+jS8Fbz3U+Y0RQzTwgJj5z5fH+VGnHvgIQsxVyjBVaPwNGFYek+buL5NmauBk0IUKGaNhbizEDukM7CvhNdLWD5qLWCPkm5dhz/uENiAICtusIwe9WS0EUFiMSIvRqp+uKdgAxkeeg39iLadsA3ixyufacA8YryPQP4fGAfpCxFFpzkjqGvscdsH92P6lt+UCjuUsH7IAmUBKET0hcjLVPJIlixzt7oeMw9Dqi71cc0DzFHX3O9cZI5nMagXg1sCOY9477vXNnnWDhMdKTiMKLWYOAwz/aDtTRD9+pfnX8htgT0vB26KbD/pT7mVHe77iWdVVs2vrymqrkpVUfVl0z7ouv+wK5++hDtX3NN5WHsecnU5cGCxnFOOJmfd+JybsHjtp94mvCvStQ645hCxJbE2iLyikWUAHLqcTattGAS68skyY9574Dvq5XXwaZpT3wvr+9jji/TRpvx0HvnoLm6exU2bOLZPYG/K0FWUXsdtSthR9Vi3RnRlgAp2XZYHW6QjwSBV2Nwnng1ZZp9yzTxfvPOqfkg8epVBVwGyyGBJhKqd6up6uk1ATY5ufmZqHpmnPt3cqS7Spsg/PguqrDGjrmk0FN1ED/QVDWwLNOQ9T8IhddXzy0YKhdCTIgWMXdZRHGi5kDSpaXiepJiPO/aDhgW4TtiXns82kmZKAZdeaIvZVl64Sp5WogejHNKNOS4C8FXCeuc/uM2gt1HruspdV1x3ZeulhI5xbMOcvMaBjefpkj+5Cz+d8U8HJLBza8c5yyBB7ZOeu0T0uzC/8IPCXw/I37sePPDA33jI4gMfCveVsSZ81aNPhzAGG05M//hl2niaderjsr4g6nOCLkKdUIheDuh9HCLBjz2CmuPIvJ5dHnIlwlLmjgfyR2EOX/BcL/5ykP64lzhYSMA64uylgXL2JFGBY2FjI2S8H75bIp4J4A2PsBS9kyjXjLGTILPze15h8ISjtwi39NCDMldJB+NpcRK5n7YNU8IypYxlny6rWOLZl9WUtZtyFnJIMOOtJdB22lCKkDXiZOSFVzrbWGdufPW4iOsjXkMmhFRigTgntn3BseKoiEhXAhte+yhj7Ir2Hveiy1AZ/pldwfgAlhP4AmMZg7oqDk55cpQEsrI5ECMSYbjFnvQIXcqNFEJQRgQ7FDDjzR1aW2N03dDx3oNe+6RdDNolwE0RHoqOatjT85A75ck6DLaDpxMPuglwlybnwo8u7JZ1GLjJQZuSflzlLqveXVVYJJVpNPSnEPNvMeQN8Gtbyl9NBe2gX5RFcCZRK5atOl+OjcC5y/japb7kzRf/iKxfoBdueCSD+YB1JeE3UeaOwa591hHsumCoLXF6hRxeIKY3EFw6elHA0KFwsJPVrwKWTRB963Os0OOV23QZU98qulXOPM3prpOmm5DtXZRcsNZRxrlLWKdpdJyAIzm07gGalHUMYrwAtKSzRtDewyx9m2UKEn2MnzHczqOZRVTvpUddHi0QYNHmKtK6hg2ZeQ57MtaXDoocmKfOmizai58VaYgyP0v/02Ha4iwHPp4ET0sesGIDk+CTImZIIKe1I3zsRnIimgsYOgLYCrtS8um9o9dA1Qh5UoNOp5Kjljm8TBvHiGbtccxx84Qha0Fnw69tecB1Atok7dOiep2z7gpPd4Hn10nXPMnss/SblOtdAO170YUbmPP2OobvfMRcNCywk7XJMQ/7FiKXy9BNSbiIBuYxd5Y4UD1oygMfEg9ZfOBD4ZdtZPyqoQKMSVXC+llOq8o41EXjAWnTxSV9RdSLAX1K0EUDlkIQ6JHmUgCI+9VtERsiL0fg435AnzXYh16uL3KTAtFsm4fV00lcfR6hNjTdS2HZFOzOYWnG2vNiNYUqJT3NLDPKiX2Z6IpkWuF3PL+NuhaKdcI710nnqOhc5LGGiFckYOgzrEPQiEGbMpyQTxtJ7TSMreNgMR+oK2hGMBXSpBQN9iJ8D/ePKW5+ZM5C2iqvLoRMrfzjcRpuynxHxHoIUY3QGTcyiCE9GS8qHxXtWBzDmKyHDxgTMTKZQLqcvsxQNdjR8yB92VT30IqXjziJuc3ShU1tL6pwdIpHKiwwIs25gJ3VPWsQJ0WYXZ15pj5qIXxy4dbNWHMFgZsYWCfhkWKSKKQY0ndC6iaJ7CC05QcuIuhlAp2mvSsF39eEXUha5L2vBf5NAvwpA8WBF7+6pKCpIF06RqfUF4MEOAvo1jI8Yp1z36O9T3fh1y55svfSuvKjcfFJzk9MI0zL6diw+s4T/cKMFWFbJ3A8Qz/aGu1dEpr/E74Nm88DxBvMfscAbxP0bdBy69NObdbbKLYXzMUAuKuC1zn17+L0jWB/FdGvJMO5Yl2H4HUMnCZNOdncCsE1wZlkoEYSHmPPVgi+MgJ9nJraiSLi2EZU7eRxI/Jo/hXWVdllGEzhSNVjnbjBdUbfimsKgY+riK7GOpYmIscCw3+yxv/pLELoqthBWvi4YlMTlD1hA4uItXCKtuyGMUb0o0AhZBgxUCAMJ2UkKR60Sf3YYZuzdM3t6MbsOcIxIVwTB9S1WKugLcaeddzGoWRcBYzb5MfT1Fk7i3QF2zb/8oY3bHNoJwfepQ9vGWDphBfU0/XpiyUF1Bh8xTinuK1rQdYJeF4kalltLatbBJla/iAnqVTAg6Y88AHxkMUHPhR+KY3MYff4tOd0DJ2qAv5kyn/aYnSyXR8MAYwfSAt62atXwvoaAzR8+qFXn0zYm8mzUdIy8OrGtLMJc1GGq94P4kmyn0CXGccirF94sB2NDQInk4KhIZk7fuvAA7dEql6kxmVunUI2fqzL4SWWH4YCywDdTpI3aWMtZhtXbEvx2UQ5KfK/maegYQLayUgpDBczVD2hHrPoiPO2RWgkOPcB3TAKjyqRNk9NkoFBwFQXXk7h054Xb0ZOZ9LRMq1vBsACqa7SWN4NNmOmYtjRkxxdQtdUDGGBzRUMuTQeES21IlCPsvUonuCdeeK4JusqIiML7hzzsmmzjIiTLgE22OO07djN2NthrB0HWhG8wVm6h546zHccrgWr26NPOjTQpBnZ7ciRcIbnan5XVLGmkpYSBxU415LRXcrohuGGIrdO8IMAOsmyF2niWnmyL2njyReqX/9sSlClUu5NRVVBv+gzny5jxJ4nymG86IOmLn1PdG0DHiXBJe51ROKnAf9KiswEsgcAC691bIL7ELLj1bvA4UR5OvFCq8DH2yBzk7JdmbHXBLmJ4HdxU4X56JcbkgLgkjJNWPMqrn6d0m5CwBUP7NzqV1H1ld+5ArAJae544LGs/2UVmSjSj8NN8cU0YO/YoBmKTXHDiANvqC+mqePblnYq+BdabPc5FdZ60oArdOro0l+1w+pm7FTyHGcC+gVNdlFnX0vV/ullAzrNIKYa/6xKqFJhdUpyRWSgwDjqgrXgcrQQR8d1OuN0Xc7Q9eCNtKsUg2qu056LaDqcO7NxYP5NmTDVNGAL0JVVB8XjszIO3Yv1RRi7iiK72CeDyMeKR11KW1cZ+23o9FZSz+P6XunTc1w3gLRD9W/m6EmafFYLOjMMXifAZhCY+izL5MuLqHYmOrcx/iZqiiZUwoOmPPAh8ZDFBz4U7iujoFI1VI7usVGlskvqT0qel0WHLuZzvAzCAZ+zRB3l3Ob84WMioC371R3RNJQtnTxZC4I94dGUc9YUsOJnBcVWTJA5BW6HkUEIaQfIadIxFH8zjRx1ZaBOPmujRNpHV2JEm0fbkqZFolnB3VHoicc7C3IXCe9VlJ0l0HjaPpf1I+m3iwxYk8l5Dp1Kll6Sq6Zd1STY96ItB1Nn7odvbJtCL7L2cZxdKnTH5x6G4SX7rOF1DXiw5bZ1ZeuIPxj9suysPSeSEx7rBHWd0HER0nc8YJUhShmknjcPgvoRj40TyDIC9VJ4JvBUiJykFUetyrYrzloE7iuuPA3NaEubeFqy6VOOs5ZIdNP+ThweeJgs4644fDEOb9DWmQ9qc4GeQhf8Fq/PXuT1ccZUDILxpL4u0APaMAmd7HjjLAQMBWIVhkYBYy4KDVrP9in1XtY1+L/HvoN/NZWK4YvN8YtbAn+HOy5YauyDZu6Dkcu49mqHBTYXN+SLXNODLEPSRsE7HHGjnNalp5MAsGfIlQf5WlJfxEyN6OkGA1cxfBdAvmWxW8J3ywc69yYa1ua99lEE2WDma0p9Iz9uBj8aGNWtY/Pe/2IT0a3CjhlF1E+4iY07dyFrPzpP4MWoYSyBlfBxkyJqHssGt57j9r4Xect/scvhE5zeqKidFpprqewp0PF8mWQ+yUvaKK9P+s5atK4ccCxQc8D0Sdn0rGJ9NsY0y1No5VaXLKdFwaHQp0lBVwrr7n3F57Im7boiw7RoVyTADkR3PgQVDfqMyTgxATvbwaX5oIUc5KBPKM3z5D+qc6fWks++CCNXCfg2YNnIxorwtMQBZcmxDYPfa4yvQH03BHWTR7nQp1Xnb/rmp/VTbYnDMpCtCTpLPJTjLY0QevHCuQ6AVyL9RhDWUdPufxvq37sePPDA33jI4gMfCveVkf9FU1S8xQyp9IZDfdiorsL2BOqMBhgUwguEI4cbDJazEKireWxzv3XtcS79roLfrrBn+dizsoinFPuIdA2SZCmENgJw2uMsikxHtjRjmi1mG9FgkTkrUmAx7irwWNJ9JMFGKWiOJhk5QjYFW4Q352PoUibyQbArY33yyTKNjxSiJ/ubIjESoJXMtAVsJBvGIeuIo7oRJJ2n6nmhJltrsjntQPMCOwtAoygxkeA84+lhdB3Fx8Qv67WsC+ZajBop6HlQu+A+GqHaHOZqhXnQ6ymk0awXLVKeuRddJyxL+bBY0IiSOlrSZXP2Us02KNrLCl0OQX3K0sfPBBCMw1ABo3oyW1CCg6BmhTiajDlL2Qf80ZQ3DwVmzlE11iSqYQm2JQAzxxz3BGwSdo9laJg4nKZOs/LhPG4/jwI7n2vYRsYD8yYN/5jxb8149Nd/0uceg0pFqFZuw94Pbz30lABmbvVI1k7ZpwnF3AlbAhkw4Tf3UvQGMfZpxzVjuL23jbBqgzuWBHHlIa7c2i2nW3otMw5q8/RUAtZO5w4n6n42Q4NKwN4MgwMZu2DBr+1Hr/nHV/JRGXnZMzwbmSxlTl+k9MMje4dzTxBmCdrHCFz1IMW4fSA820SO2xK6YixXGDCjnVOM4eOaPWNVGbwFE7J7buwgzgGs7QUOOjwQQnRFylYyAiW3ekpZW8zZEFcLzmcK8dvKCbo8RpqPoAIJFI8NignhTcY06fC5gLTJkDbgdcZTo7mCA7i3sRrzpEF9XDPpc5BhjFnWFqACa/OURg+ymAUunkEC4RyL4II8WJNE3+2oBfFe8F6hyHcE8P0T4OI5ndFhqoCR1Kjqxt9M1aoeiDYBosFgTQgsM3AkbK+hUCrEX3FkLMu2q561bOo4deEHTXngQ+Ihiw98KPxnq+IZFcQ8xyECMhpJzsTYLRmfLSbAUpDIhnRF0hRmP/IypirgbCLmLUf0+aMap0kFnkY9QCpx2g5BHdS6TtqaAW2VNFYtRgIzJ6LGVuBw7Tav7k0lcthkbCMeykp25TkUM5urwcN0GGjztribKkdszQLQjuDjuHcS0XUZvJumxklhzrvnCXSdZPphcqbgMwVepdDLODmUoWaSrihYPWPNezRpXtf1EfUUMyt5Gim6w5hGgKb6HCp7TdvEy2kGGCWdK5659mN7NzSD7B03U/X5ajIfK5FiGE/yVDcGLryHm4yhLFuiMSDHWUspWyWBppNoumjtRLXnorMeRdNBjHERcRbiRSYew1qCqS8Dfc5cFuzVsHYhABXG1vOjUT1UtLBxL9VQoKbvUVUghqF7s2HmomWWMw4iL2ey5XWAmUW9syLXbhP7HPguwd3IwK+/bsp/EjQ8L1vUawqas+AEfjlLHV7LjwqRR42wus9oy/DTgQRspKf7kPUNp94EdN/GntxmnlxGn2+TSDKpzvG6nKAXDfaa5XnDwcSM6pnlxYDEGgJQdmNz2n4VZncxZBlCdwb4yocvFGIUcpQ9L8uuxxmDuviZfoboFzlknMD6AUsbJZosMwnC2+Djq8DxOQetEWQLAD2PJSLb6xFTxU/nDj3iKVzF0TyoEV8cjkjH+CXWOuHi4EmaOymy6qigm3gsJbepTDxnnKdN+HlPDdTsTwpWIIGiqWO76zOC/8xVOAZyx+r2Z0DHwXRpS9EA1O3GOg9MgpAccqYtWAtBh07j+MSYBLwxLkSeBhSGjOJwGgEqZlP+1DEg4B72out1dL3gay3wWu+b6JxZmITgZyQGNNwHfcbQh0xpF51lgC5j6PnAvh9rRLCLEHzv5ddue7qIXrnhcysaVukeNOWBD4eHLD7wofBLm9KrRBxQBU0Q5XJ7Taz7sRA4SpLHKc5CuomknYqJZDCsy0cspTAxROgOC/fC5qzv4yTxtEM8aYdcncDZzmvdBrUbz8vJGVTF9bwfzymIoOirbu0grO/IwNRj6fiAqg8OElyKgHJhcyyuT/psBR5JxB3VqH0UZVchZi86C8KJnIWGIdNA0O5y2nEG6IXt7V+WJCFu0555CtslXa2oYx3DBukX5ay6HDgcpoDzqLtUkLolcui1zJGnbeJo6LNOE455xtCWueswsxO9lyw5ZLgBQc8waizaCoKtoBx2/I5R2HKes+3C5nqKExO2ShQeRNBWiqxmsHz+cCxr13HnNKZjInRAxsmQJh05zMWM+QjcCKlz4bOQpK37bR3svg8xZYKuElDB6Sx6iVaaGUpoM+iseemBG5xIzouE7iZyPHeb9qxucwY3StRMwQZe/NbnaZld0b+PpTxXqcyVZwwN4xEQgRzALGCpxi0FUbsN6nbukynjHHIvLlL6VwH7Inw2ZA295ME2e7LOPVnKqrH80VB5VBdMKeYgBzMAQdZZqK0+GeJwnwGrdnBNuc9BZht09TFT3wi2jhwLCs4gsIKps67HlZOPGp99tECONknLJg5v/foyZpnb2HQI6tPmc+5k7gHHLksPB3L44yzxRSKC97XOkcq9OKSm2sCEMpQ0mpHKMfki0H3BhEGn1mV2CVafiPpkuBJCGOI0C32So543LZ+0//FJlrTWLABlsviP1elTa8jkKJgs5Gf2FIoOfEaFBuoYMqQN86it72OqdnzqRDcMWGOJnIeyg74Gg5J+kMCsReiFETioUdDI/XIXPOtABzXIunDZtoBrBLnmxi96MDpwGuI+ZBJ+0QsC946+5ExNL9DDuTHBdiiwqyBvkbOpgp4r4E2EueR1YavqQVMe+HB4yOIDHwr3lVFUAXE9KSLeKOHK+2zVmKEUMkjKgcCrVZgB99EBCMMCCB9ztILOqN/S5BAk/tjnV2VEXdmnLyFk042V7JYNcdx2In3CGT3D8gSZZf15Fs26j0OsvhwFyryuJz5OSuYg7wzQGBW1gFFnisfLbntZRJqyo0zSt6JvkUSk0Fksakrjx1NCPUl/3Is9joeetATjeZhfxvl9ms8V8VEOm8uaeQZqhIzj5MFV6MVljNzH4EkMaEn6Pmmsmgx9GlvE4VYGb8XZcRTb+/Q1vaVCAYqdrBHOclBXFCxlDuzIjlGG7iYtC8XTTULBJJ5NAZWQvRMHozkglcMbMePUSwxT923PGvYy+ailFTzIhh0D3lZi4CyuKpsf5ZxHfdjZRIAuSbQDuhYEJINoNRfspIgSz3Xc6hFlWkYev83or6OWXeRg7j6+EcFd8uVtkrq+9yQ711dxf91d6e9ARwVGntFtCoWMSMaiqzq0Ra+9LqhnQfUFAzRdUJeA9vzBhUiuIjYl+rgXOcknvxry6ovIby7xR3fc0x2lG4LmKvJlOkeWRfXCdzaHrT3GsGCOdrxl4XLXTFATBXOfAaMj0+roqK8CWgZwePSse/S499lHHZV6QIJXFDSmXi6plzWbYelHhtzJxofsmJPh/6+9/25SHG/3Bk+9h66u6O7qu9JUVheZJAkJJAghCTnkhSS899577yF9mXa3Oec855lnIjY29mVuVnfd54k5MxM7f+xO5cbRJygVCFAKuOL6fVOQP/jDDn4WQwGSdQB+zMsoacCxPkpuPL6pxIzdYP/gcmwyjsxsCDdfuo0Bt6seJ3sRy8Bn6hMnOTswIOCh7cX8h6PVgbWOWFNnJwHAHDhD41ZnwmBInKF1+miiWm6EpzBE1yjHNID2FOP8lWVhMO3iJ62AkVNsxQC4dH/fkaiQ69uiE6iQQN1xsQ0bN9RJw33ewi9mknkSIaeEbY7ZNuCbawafBOGxF957L7YotERtHcaW1AvjV8wMIof8q7F6smbPagnyHkZrATsAazFF84xotah5Lv4cqCJmkgAscSuUsjlzBkiOWXjhCHAf+eWzSPBNKoR62Su/y1z1gGXnJemxlmSHGr/MVC4GGW7ASgNI6MJUQ0LnXqweoivim8j3RFtHFqxnRfVFiTtM+NGG981KPeymLXWJCahooOTwpThfyF0WPH2R6SjMWOa3YfE6i3ozSEZ1Di/p7efjE5fTGNAJvhjmrddV9yIbqGWRaZNvFe3LLLbOem797CTmus2o10FmWcBuSueLNFJLegukWpW947haKNJYXuilqE7gZBS1NVQoHpFKQXyWN+cCbDbDTlW1EeH6Gf8sQC68Uqfwph5FBn6oEqFLWToUAeOw1PXjgzRaiaDNOFn3vekoZxPfeTeI9qWLumwus2hdwRoxqcGzQwJqYegSNtYkdJyWhnl5GKKv3eytzD6kzZ+q3G9lblhxbYquVYLeZt33Oed9wvw+hYwNTPZrxJQ8QK2B1zdvqCoBNVRk68SWLmQWdMxU3UL9Zk2aRzJRJ9/eEq73DmUWUCZh2yx5NGT1K+/J0mX4OXyywewfEGhiBx+j2CppWFYMO+JqyV1tGWAefXHrO5z5HRPRVSAsfZRY0Po79HB+SqwN+iV6tra9XD9d/OHNDLZ/9DP78GHGr39Inu3Th6sssozCsxi4Ql+sT99EuRcFkpTjbp8ANKyuPsG2BF9edIuov05izTfYjJbqp6zPDiYRdMTYx4J5aj/JuoxNI99h+R5GdH+AlmdHKcOLhN1MWwmfwV20iwureXZl7OLQHWW4vkK3Lk8DwYYeeC5Yuq9OBoZXNeWkGv42mjctQufXQX4tohODdUQBHefLkeOybTa1RHtXf5z22BtJaytF17x4zWxb41e/ko4ZR44FeC/iowtwHThv8m/qNtutgblGbNc8uI4Bd1lg4gOWBDlUv7wcX7sfaDRfaLWoeS4+t0YzAIDvCMIZB96mfrQmKHOEhyIB1HJmExFr0m9uxPVBzFKBLUMSGqLOmRvpEc66x5LNo934Rd8pDa8sRdYx8oC1CNlPQImYI+7E0gBWhswJ6iTPmpOws46dLsKHvRhUTcpZP9sIkqm0PhbEcwmqnmLGabIeoW4VZhN2TUXzACO3omsvC5uMYe477ETO52XnskoPM8QmBs2ixg9RfBfGbxVln/T/XPSuo/FpIrEI4p+SJ6Ms1sownTBfCIbHYV/R7wnF5VKcWsY8m7R9X5Mecux1gVwHz6Y+azFAT2ToOkwMItaRVxn7X9a85lYE3aSik0KwmRILMaJCuqoK0ohhYpgK+6h8wJy36uvqm5n/sC1CjZCrxeJNLz/0cSOnOP6BWcL2PQyucMsy5bpPXD3EhH2AvQ97b6uhf0xit43guuUa5ahFhh+VrJu466FlmrUve56vciiFygPiGhDyDjjLvZ7Izvsw+GsFXJfxm+A3HVFXp523MDTl33wCX6wBfOdgEt7zcfD7reP8EXrxu3o8dxy8D+v7Hvqj130ns4/Vq25EP/URt/z5hD4akMZRyjLkrEWvdS05Woi1pzj6/GXSiqWt9vr5N0Xym4YIdL2XG8V1nZJmMaTms45U5CZkWZCulEzu6Tcr3jxhz29JduIPLSh5Yv1pq5MaEKWKaOQyKHkDcZrrqWzbEcuyQbPhKRwbmwhTMBhqNmvaSeYYZYYrPYJqU0TrSj+06ssufcNABa1yx8XM7eiY1pdoKGGHZnasZufKZ+icwucu/eQKikC2MPdDJnIxDr3rJNi9G1noPXvQeGv+doO/HJpMEQwpQic18XigvC0lThbJv4z5U5w8HXi+WyPmKYPUMWhDGHsKvlHeDIPfLvS2pz25c3vGnPlj6OX75A+7+MkqeJaR0Kj2B8ma50SrRc1z8cdY9Q4gCMYo+6/o5hG81WN9n6fCCBWUTR86izLSZu1DjzmEHPZJcytkaaL64ZklTNmzscOKwhVceIhD8ypU4eARwrVjWD2M1CRoALlaVkeehXq0tY2zffz43vt61QKHGVspDMYjpq73RSJgLnjxUQLvZrF5TOhK1DLM97xsTyVbnOsmY5ur5nXQPPKa2nF80XYv0vBN6OTvaeRTFHoIkUu/Z5NHlzV5m0tMRN+qiHzwXuwzb+tJtCnZhjm2lVULCXemykxT4sKPzyLKfQVctNlh2TANW8ffIf34ya0Z3Ucub1PkMO+ey2AjZliGxXUsOmxEGzVxmidbFXYUZWphqAq56hI2IsmRaJyQ+oF8OWANi5i1GyUXfstQZoZW59JundHIEjXPeHwvWx7C5vuQ8zbMNCPhv41T//22/m/r3DrlGfuhVc78KWz5JWn4PRZel3AfAX+NmPJHUjmzAiYqIUD3XvB/FMjfu/T9irwu2Ouy/WmgvWetH6jjGw54cBhGpGssW5KcdcS+21KWe+7ttXw0SIIPGXIWJ35mqA1hbUb1tyz5QcTnrLMeFPIILUSomv1qytlXGNJSzAHllKXJJmopW9/03d/Mspeb9Mt+DNyEyZJ4lobJMey8sfMbq+vTD5fXMLIVoSVr6cQs+7jYKVm3JvoRkFaQr2QxzUmswXo2wZdrgR8qSthBM7K1zzh2Lrh8RRcNtiHhrBrRHe4c+qCRxDW8jpJAdO3u8Zl79cpdtYsrytiQLKUrW/IV1Tpzp6+kggtr0XBddWVlqqrCGcjYAE3jOLVw49EwOZbgKWFdYC+voZdzEs3/xRKyGZPgMUt/25O/+1kC9tjpiDjH1R9a2MkNiK9tpi3qXrwC25Jtrv92bbfe8OqEF8aUe8y/u0YOpsQPRQNbg2wAYNJiiub50GpR81z8OVIxmMVz6kkD0By2Lq/AvpfMhJgArC8zh1WrecDaC7ajkuWsEoPrHrCJXQ6+Q4oEVA1RNZIpQtG2AssR8ziI5d1gg0QaabAUAtsCXJUdFQUupLBuChrI5CaK7zJn08xlldUN6JNpzDXm9d0I3M6dbWvYqMTMY1grQY9T9MqHzIK2tXw5ixiXDv2YQZZ5y6bg6uXQW8l2HTZ8CqP9HDGJu1oF97jmnuekcewpiFhuSwfTCFQLk/24aZTjBzVDOm9pFi3jJDuA2HkM2uXJUcUca6C9MLnLPI182HUSekihywJ9nRemedMkaJ/5pVk8MMz4ljlhVzZdZ5VGytFWuQZxOmPNu5j1WgYXflNOvGoycDt+2g+hkwA/IaGVA9xAZ0MburYQLae3Jp+Og/Z7WVyGvLu48PdZ+v/5e+3vD+UP49Sw6N0WuesM+UtafK+Etp4cILkAwPA1YspPAIADDqlhc91L9H+PMf8YEIOptKpLtQS7lzzvTXg9RXQUvY83rARyzCJxzFCloHnsYk1dzOxne4Go+4WNSM7P6J1oWijHDx7oN79xF8IWPDPN8yIPSwy2pJEhiLdPodTpZdlqmaKHa+Rw6j5dxG3vw5dr8sXcira4s67BUbLSXT91g6l7xPF4io95MY1AY04/boDr4rv3XuR3TNo70X7wasq4u0nrSmUf/ezMKyrSVVF8case3SlQU3QuOWPJcNIGr3ry0Uh2VmWsjujTdmsP0d++Mk+urFPX0UA8WnlfVK70vVfWFoilabzLYllaz2JARrWU4m+b7MWQN9UlRykOtfx4QYVLGJozgGvyZCSDHYMxrz+fYO9C0FWDOV1FdbekrYGhauiHEnJ8y9j3DLWETC0bNLl4W6bfrIz2KcsNHIEcKTRJY138oU/bswQUU6Q/X4yv3Q80mi+0WtQ8F59bIwYAqp7BnFdXUNRu6zOXUR/MRkCzpIsFdQUOqZjBJqQruW05D+pJw0n6rOA4KISMkeBB9mncopgWj7VSWFPlam5nyQu142elhLGYNHVlKJDER2mkn5fmAWIhKbOYa8Qcpf1nDYpc+qGh19MXuE4S7ufo+1ykFcbbGfw2QO3Dzl0AXFWoYZTqR6ld2HRdhG7qcM/v7iviTU5YVNh+iRvk1EmGGBVc05hzFb6sRnXzIDCOXBWSZFlkWiV3uU7mq85u0T8Oqj1VmEVM+/xBPQY3ivZG0t5PODstcBBxjvP2uwI2zxJ3EWwewycR78zLlvNwL0PsfdAgAk04TwfzzH7C6m7dWoGXgcshc9n3szWRaIhwJUq3WKkVxzfc2Q1ha0Pk8NTbpcU252wQlntV/D1K/Ryk/qXC/2MR/NdV9K4T7CeVfl7N5UL1Ovpzzt/PKnJDAaSvkVL+SCoCABXNbx9V/K8B8u8J+7pINCOOB0Z+9Jr/VoQGOTyXtvZlw5QydPHDkv14GTckg86uXz/+i3n9A7q3Sjva9QFzfiCt+9iLW+Jizuob6TfzmHMX1TdK+gl20qFs1XO8BdjDP1jKpH7CXLaZlyP5cCRaZvLhDj2bys6VxAxkd1lmA4lQMqb2GLorI/3P8+Y5pxHqOuzZpMLzS88KjNUVOs3j05y5EUSXIWwX9GZwruJwpO1HE/5krkKt+FElcNLGjZG/OEqcIaMele3m5tWLMn3Uk15sxJMeDqXEFwvX0VA0dK/0uaeHhlm6mKN4Zeu+0ltsLyyqoVG8DEehmB+OJi4STlgOoSUGz9noxV9cO85+7TX3OMMc/34CQkv9uyJ3WVesE69t7aO88XOr/O2Cg2uMbYDiS+DbhevNAPl2IBpGOJkziD1eaSapvuwYNKF1NjxKkTHFpMUUzfOh1aLmufg8SOkBIAwAdovTaLlCnawOz7CXFs4OiAde2R4XiCaD9cjXTeYs5YUlv04WX5d8r0XxLOc5CrpeDzio47sq+qimxJdQX91tqWegSdg+DCH1uLMZEgNReR9Hh0Fy5cM33tNl9Krjg6sxpBtQB95APe6ZRlzjGrPNMbOkaxzHHlX4PmCcp6BRnmqXvWvFc1NkP1TRhxq2jErDqHfaCm3qXLMpjON4M8XuQvgmC7aCVC1u6mRf9/1HCR5TQ6+TPl6tYeEiXU+Lo5i/wSHl8OthHKonHPMcNkmYOmF7N0H00+wiTq2y5o8l1ybj3saD46haKgmN/FUqAcdyZ+OAsRw3DgWuTmFp2Z6LEXURbkfYgsj1QansxoYsNcjTjaDt1nv5eGlvfueeEOSEEue0aYRd3hPg1o8tCP0CR26S7k9V4n2TWFSwfRieCfSqePAQc2wTvnZZAKSvNBGt9bUAvOkeQiOJ+HuM+uC3b7zoiqWGAfi3In1f1w/L1pXXcW262shv2tiLrefNnLeW4/a2rJ+cgzeU6d5uvpfAe9l4K7/d89CGMbUEQ89v6QUc65hxkT7e++ApoYQxfw3xBwVXkEBS5Ns1cjlznw2Qwxv7m7D8Yq1cNpPnEwEsymeOONmQPVU3NaEtCze0weBbTrzzyO/dsYa1UPHhcUCJMbo5/HIfBK8F+s6HTWSi7cDHiL5sMLdo4wQ96rJAzvRGBpEs9JMonjdctqHL2qQN5eBRW3SkUGMY1LeurBMMDwat/TA2C9gGmHX0CgoDhgxgXdmNVfWq4CcLCUpUMUcc5Fie81kbDrL/yr35i3mCX0zwt52L47Xt+67huHByVsGPNxb0OoTnPLjowiMuuCzhVQwZ6qEl8LZKExMH2OPQNoa3g+w25ezXyNsCt09Dt0k09sdL8bX7gUbzhVaLmufiz5giE0BI/ypreBO1GMXvz8Jmp5+89MK6kGiuEFTVa974bd3wZT1sb4iXzSCWiZjKIXsG0w1cppoLb6hyUkFKshRVmFyMH8btswQ+FbBZEhNS3DTiHoewu8DrQfLqhnZNIGKWo4thsZBQkmVpkhfiJeOuYto2yEXs6j4CP2Tds6KzUgVLZaEc8d6k5Me4567u+ph1rpL0JClNS8Q6y99GT4eFq03UuC7Y7niyFxMbAXyUe90OXMk+c5J2JsIE56WTYXKY1A2ixmn4tO6FqmFHPsx3Ckc5n66sfjNOktMgP0vR+zi5LZtuCtw6ydVSvn6AKMfZehhvinAuSw4Cl/UIVhZAr4xlI0RdpeKSUorKKY4eWrCbIH2X5JrpyzvGvXM6ppfO0SU8J6RZ1LHzUIswMQqiMRFpochKAv+Rsj203fvQ1a9BeC3oN4W3ndJlO+WdZxJfbRZaCWha9S3ZPJPZx4DjEwuO7GydOe16sWwRus05a373xoR/ihCPEvxbBtp5Tz76ziuKfhkFPyScn3ymR5/5F+n4Z/f5vc9y7bPPKWzseLsTjCOzfYa96aaO9wQ5c8lZMTZTvU2ViJH6CYLs3I5r1nmNgBvqfCcejlIvFgnLJIKGhbOSDCXc6siKV+3gAgEzhHEVcj7m/P9rPfZrI7CPhIaSqYAZC5I5LcFLFduG397FkR1HzxhxThmWoPnW/mJFvmwSb/Kmn3Kuiwx+VAlbBwZ9EDWwQWtQMgZRS5Z+0XplnemtFczVDliXmGUIvsiix9lXxxNA33tlGZIvaxxYCqC9yIXAEZAPDTksnP4qBhjtf3lZ49+Oaf2YuZhdWDqOb+vkdwjgWLuAmcS3Fbp76c17uGiYrob4kYRMXe7d0WXf5Rw6QPFHaCnrqin3Msw3a2guRPY92lcPap4XrRY1z8VTZ5QBoKh/Nf/L2Qw7TWFnaQ72W8kMTKfggwJh9AtH04BtQoPDjH0Qtu882IBmWiF/xGceKLpUwF6KCH6Vjwf5OIeJQW+cxntpvEWxi7Az73NOM1jFC90lTa0kNsrQQ3/gnpI7UWwUw6pRfFFgx0V8H1amOf+uSN+F6escdV2iyl2sn6caCfc6LF4H4tfVwCbmvvVTu7B7m7qa5ly3AXSdom4iyDTL3kTxUVwcit5Kghpmje2kPheABso3TcFYi1GTsLkdN84LRwPfVT0MdmJiKUhX01A+fDQO6m7i9m3dOYuRnYR+FoXWNeNNyrVKHNVDTNMjpmW2mBELUqiU9Ld5rMi7SkF7R7X3RGcjrCT8cNZrjAv2TYS7i4udKFtWoIVfLJHncyfWDbKTsDxOu94rdD+L91lkFqCvvcSnLPiYd0wK2PsY+nNMt48D9a6jXQj9FgilQOyrxJRmFFhFvpt5oHkBuxYMC7tpDqBPAbSP6W8Yx1bx3OJIww/VGGqSED56nf/Km4eGky7rnoeJVdC1yp2OmeMlrf8kITeibRanZ7JtJZ7cOg4n7pcdBigEgBlmmf9wMXfZNwo0Ey/LlGXAQkM3k6bQpsuxxBxtwTJxH/b9/NBNpNyg1U2WRBqy8j27pUvjMwUrVRyf6vD/0ib+kUErBV0HNMUwi9/3XTli8YrgNvxuI+geOW7hors0ees6mbIXWcFecPyUMzjL529rkYtswJCVX6RtR1X2RVXV51Ugyx2l0ZOO3pW2oe0Lvqq/CtF6njppMVcRG9wk6QZ93gmgcwGdcfaCaClDRFx/nAVOXK9tecfLlPtlMWAbEM6cDa3JRI5Bey6ydSwPXdDyJ655IcUdDO9FQl5h6BfmHLhwYS3jt1fn9hZkStPGaRz6kOXrCdeEOPsZOokDWkzRPCNaLWqeiz+HqiwA9M1nTZM+5zlSXHDPgod0KA3Z3NzLaOQgGTU2o4gcMWaS8EC0tfxCJUSVWabA6QYhsCC6UwkhEeIDPomPuZtx29R5tVHxMY5tk+58SFzH8H4CmxWQRpn54KPvk9Rjw1irmjopaFa174psNx6+zSo3eeYxRj16qEWFmyfFRYjdU/g2ot5nffOSf5Nn9iIy4d39KLKM2dtJcZ3CJiXxLsnvK8Is4x4r4ox3ztNYNY7VIvp+UtdOvu5k3ZM8Ns6Y8iXTIHzWke3rIDRL0+MENSo+nWfvCsQ6xSxKSIVnG2HHOkq9rzju0655QIrGg/mUOPW7irHAUPGOIoGej6/IRImDazyWYeiKhxlyB10vtfPIv0XU5lOyCbFFv+Mp0JTEgy4LT6L2Dem88euenodJDrz2odMUeB/Ffs7rH3LYr0Xs54jp57Tp5zh0F2R+kdjRVwgpAJD+49sH1dfp0NuRbLpWjhfn5rkL3JrND7R5irO3Il7KYnUFAsLiSFV/U92/RL95gNBawJMN08uMeR58uaNOt+DFb6+cH0POOe++88N3/quHwHlZNEjyMRC3NM7tbeCqewZM6MO6G+ifgUU3Wj6DQ6+IOA0trWgXdbbPwI7BNrQSVRfQRsxVFQ1enefOwK0B6ynn45R1FEf/PXr4UNJtU5AnQrdwIimaGxHTTLB4zY57xjwF9FuUWkK2Ba/vYy67DBbBq7xJ1yQMYewFF9GHwBd18GQs6NviSZm18IKBBy1V1loRoSZ6NbQ5+cOrKg1NwBcrEGpgxJzDbxWu7lHmqGlKgCXsxcx2HH1ti8KE6qSihClCgkXOWBMxibqoh6Gp3zNw4A0blzx/t3Sxgt4Rw6Gu3TaxW9cua/fHywjkLDlczRPHlOR2IvtLiL/JQ78SJ/+LE9hrMUXznGi1qHku/hyq3NCr9OlZDj+1uS+bpKVhMXWtdlrv4BSb328rJxBjBAH8zjDOtGV6KRrXfn7mAxfCZYuxDTizoDj5MJKNsIG4rRM4m6tsDXOvvFhNYTtxbynCbvPOel5cpM5W3quPxcthFRtXkXIGaVaRcZmdFuVF2TMt2j8GuEnaPUpTixw24e3X0tUmJa7i7DrP7+PmhzC2DzCzmHPiI2+SxLKEzcvOhwJ20zMtq851FHvkhVmAGahUNXbViR21MmQiLPXDbKPo7OR1jYiuzp7NZN1NBBvn0H3Us81K65h6U+LmBbkbsjdi0DpzdhfCVknjOumOJDzNIDL32hYyPAtS1yG6k2J7oq3N2asiUonKszA7CftLkfC8KD8GPau4e5y93ITpSdjXS15OA1gfoxdmy9iMzcLcJEpd5w6mUWxbcH4sir/XLLMctUqfP1Cfv4PwA8ncqEdf4Tt9QgCQBIDiawA3J0H9jfTyE3e48lofnfZfAuZbCLzBDAWZa4ReUCFD34zF3PA2+c2aRfte90SWRiFyHjr8OWG6RvV32OEdBu/o81KcvSG9t1HyPS5sZaLMkrE0P7LLK8C1vDLsxBdD5bJxZiwbLgW92Xl1XiEddf5sRlp4/kXo7Kx89qKKH+75t3PJXBbOc6/OR1f6rvFoyR989KL34atPObRd140TjiaPLOmz28jbNWrfwFD5HXRrtDcM1hblGhFoTqIiCtMiT1bgm9XlScGl94A/8TZLiLG2WGvOixVEOPdKqtmwrshEw5a2z5IgnAJK8+fM6tV5VzjuQfBGoRZhtRCQ+goRwH+s+QwNwpQHrQWBUnlTwWGzGcxdxhrjbJEoMVStuzhzz7vb5vNrl26DYysC6ZLwwmHb2pEpbHi025uEsUmQc5Jrw/AEph7i3CgvzlPkX2VTQpssX/OcaLWoeS4+t0Y9oFwehdxnXt23XtdByGnu63UVxBQS0XiIzufIepHIpLEwbcxi2Jal525456eHMbmVg8dBY99iLAkvEyHn06+/LS/VjXoW1WC16B3F2YlKDQVpF6e2cX4fJcc8tFYPhjl8UYBKPle7/DqXIKsxbhTzDkPiNg1dB5B5yNlL2wcx01Y9vWddi5jczkXLGXKW9vweFX99WqYC7+PEOiLsivZl/vQ6oXsMvp7lsQeL+/opIkQ8eQ8yD5iWJWGZFMuFQCMlj6PEImGf2k0ph2kaOBuljbuUc18At0n3Jn61jMHTEFKOQo3Y0Trjmkjg2ssOVKSZhGsUvPSAbcW+4g5GXltTtOTClxXYXqftU9o5leWtV0lU8uVKctGIDnPSLOzcpKjrmPe2GW7EyLnKVAnnENbNGH5XsNwlsFXEsgqKH+Pkh6K0LzPFrCUXJX5W3B8Y7FGFUl/lqwefkgrwGkChzKFhIX134/vmUTH/opp/Ic17+rSBWVrE6SBi6COGnsMwl9/UL82VoFA7V8YEOz8X72X215DrkygMJWzOXt56roYKfRch1xL+KW75iF598FlmQX6L8bNXzJ3L8D5iufU4erbL6hUQvzgK689tV+cz/dlEOW97DqOuw8TZm4Hy4tZ+OJQPPdBhBj2pQUcx0LB1WX69wN/Laoj3FJr0IGW5S9vfS6ahS3ftNOcO6LmVKL6yrwxmm96WwaCai5T4izr57dBwsT6/rF0YedASs53UQGvRDVUxiGdY3obkD8k8TQuS026zZ20YwEI5J9JQLCPhKizYlANnw8O2SLLqBRM8KPLnMRqrG42hkKkfteXUd3UIbbqITogYBIlk3LGMQU2vfibo2uzVo8s8cyBdF9o857oG7pZgrsE3G8IwCGAdylkRXUXxsuqRauH0gIgOnaI2b4rmWdFqUfNcPHVGBTgKQWbFcekV3mYtx04dGLQQZRJMwCYuoK+ozrnkbEWZPET2WWEaRpa8bSByo4rSqoqNJDp1wV3ooCF8UxGouMBPngbscXa6LS3GgU2cXUnsRmHvvcyQVzeusxZ/uUpbenF2XjpZ1V3tiqMSUPtuduQnOhHdKmxsSMZm4Giefb3IH1ynXnczarTKt4pqp4A/DUt/CzM/l+0f4uQ8iUyTpn76auT7dhK72ojoOkHdyVQrbp/6sZ1I3seY+5I8jvjqSXCUgR5RaGI/a9NQxWOfxsFq/GxXMm4b0G3h9XXo9Tpm6/H6TkboJ6C8qkZxshnmu5J9GjEO/dQ0ctbzHLQZXTxywJEHnHyW+QluOciFSnTDajkTrLcT63hiHAkMfY6eF7utBbZV+S4r1jK2mQg2VfNKtbXTzlrCulDxgc+29iJ/zRCzimvWJoYVppliPqRin5jAV/kI7XsAyOsBUXrt479byMDab2pLB1uXeU6as+pxO3D6D9Xw3gss8Bd90jDg3zV8jgnnXuCuiYPoovwOFO4kd1+gVnHHJIV/jFz8XIIfBOZ93r7hbb/6jO8N1jUmzP4iK69cVbv1jkYXFLy2IX3waCGeFy70EfSsYbDsUUtDtFTPzjPo+Zx7sQuftbGLDmquA+bimX78Cpkdi3/Fz3fgu1mBZ6sHjTF8U7Jfc5ah+HaCGMcuImhjNsf2pf4o+8qcx9xTB9cnbV7O2CftQwPcenUUcQOxixd1TN/FrCUUFwg4gpEyaoiwUMRjibugkt7UJfUl8Xx+4WwGyYLDEneAqWPTyAEPKSzh5BU7FTmkEcd5PGQEAj/EVaPIU30TurFzA9dF6wCKEsY5ejbmwREITUWy5LfmZbjrIVeyb89RN9BTEAQ6ysmWf7egTtLiVUVhxoJ4A5B7wPTnF09+7X6g0Xyh1aLmufhzrFJOzKHoq2Tk27L3IOyCGS9ToegSa+p4TB38fO2zTymiwYhRPzUIiEXF1vLZW0m6W8IqIXLsOm/Ruq5yUAzaRZ8nEAt3h/X6uLUZl0dtau6FF15oIVADGWwLtgah64Vtq9j5uEzed82jMtlPOGYR4yJ9tSy9zmXBVBJpyFAnpWsXL1vxMyUHd1LuVgWbfJ7B3bXJgh9y2DKJzLzIyns1Suq7cagTwQYF7DoMr4psPoJNcfo6BK58zKc8v0+6FknmOgtvVddaEApedBzElvJlJYBN09g8xexy3C5JzXyX66hrEoHmGbIWBYtBdYYRI0naxtmel+ylsJYfrnmZulMXDR8UYV3ApVub8DHEdt1oIyFPVGkUid7AbJuRlzI0IIX3aa6dAPtJUyXE9CLKVOVbKljFbVXEvOIdaw75FDz4mLb/lrW8jxEPKXWvhD+h8dTnGWz+784o/w64/wV9l0+8bivfNcJoL+AOhVgXftwQT1v86Z3P+Clg+Dv5JuDQj2FjVcR3jO2eBO9oy61Nfw8hW8H8YLM8YugsbJnlXNsq0svxH+toRwFvcoZukLxWDU3GnTXhMmQQrw7roH5B000vPFeFPos1BFKEoA6N9TBzl3jTRA8j2Fnd/2IVsuSCriGIXevplR4aG5UR4a+C1LVZnwawZs6ZUg5CUXPZd9nFX66llz0j1jmWJnr45sKQ0ztyF+6enq9wUDF85RNcRSdboGGRepFT9D3bd13IUnA5IjbId2Gt6aE45ixLcI68mtihMmuYOPRFl6HGckmfLXPJtYxg+fW7DkV2UUvpEJP09qjJCvheQeQJQBgdZnzlEDoANP6LDFjRoB3O24GZGWpyZEjFJ1GsFcNWcfgu4Vz7rGPPm7kC3EWBe9F853659diLwbObxNtb5fMHU7SYonlWtFrUPBd/9MYj98lPomCreS9ieouNsLAMnZaIhhPt+pBV0LkOHax8B1XxmzQppONEEbYUPLaF3973IVMRbCnkNGEfRi8rMaTlRWpeISeEVpHcpCGPa+Qoiy8EZC7bez58xJAxAa0SaD0HL6PoJEYPZKQbNS0jr9cx67poKqfwekoaxJm5V92EHb0MXA0fNVPGTkjfLTsXZceygS8a8Dxhn8n2+4D5Uwye5N3LuHATomZZahNmenloHiGWJLSPCddpZh2RpwlzNw7eRbG6/6wZxMdhx6LELfNYp0jPcuwyI67y/DwtjmX71EsNI7ppHu6mwAHDbNNEK08VKlQpB/fj9IJWdwHnY4BYRNCV374m0K2bnrvwFmvqRdk942tElTnrmVnkexnaqO67BNjImCpRZZxW56lQhyMKOtPQebAm6EeP4+8J+EOI+Ecc+z3pWbiEtVe4B7DU/80h5TP3e8C/0AdECe2JcMdNxOIhPMLmZXx8bv7ZdXhNHP4Ne3MrXA2dcJdX3gdsPcK6ipxuIf2DTb8PfjOTD2eo3gc+pRbIx7l6Ar6vuPYhbJl42/bhyxizSwgdhSgpnq6oR4k3edSSYiyjkFoU8RwjNJ7yBEoOXzmnr45G6IsmZs753k5Ec9vrjKjmOaqfYZYeYR4rjkzY56WJnY6YAULNgHZPzX2ZrFughWjai28bJiVn4gcX4lKFGq+MLRRtQmwlZq/EkVSc9xjYhoPuBx1T2fZoQ3c03nDSMT1WfwWpekP3lT7ucvZwZ9mOjXE64b1aspAaI+Jhbw+T8q+p4cXFRIT6PnRm/L5vxCqEreQ5CbhfqvBlksR6x8YVjmEWwmcJ45htegh1rNhYZNsxohthph50kBJ2cSbmgfuE6Y59M5TNE5pamujBa+KXMLnN//BLAugQX16Pr90PNJovtFrUPBdfuuOJMeTQk7BZ1iFW3WHYcxCwm1JmdknyQ4Gcee0t8ZuSx+hOOOsKmwk6e9xl168b4Lakl+r4+UlAWsWYa59uztuWNDbHiI6KDRNQoQY143TPy+7V01GCWSfEboCK5Wy9grmTRBcB7zwi7JLYoECMy+IwQ2WTbDfFjv3+hVfdp/xbxZjNmdvBF73I+TwBPVQdn9r2Xdsyq5OrFH6T5h9KrpuC7rrkXCTPrlnHuoCM85ZRGd+XmVU08BRfWjlLyWe/yUC3GWhTQJsh16ik7IrErkHfVU3v0wf3bXDXxx5b6CqL9yL0LmPflthZGt6FwUVYnDT5YhpLFyy9iGcRIj6mbfs0cxt0Z1Vd22tqsERHhPvBy6lETwv8JuqWQ1yPNrVR28CPTIN0JYZPY55BjZ0F0VqA7SgnDdm+jzKfMtz7rPBz1P+rit8nn27jfQg555mjrxFTgALgbgCONWss6767heEwi3cwLnZObDF5aQQHP152TC/WF4YCodynpLs49mv6cOw3d0XTneubT54Xi+g3Pdvh56Mpr2x3AL3CDb9F4ceCfe+3TQP4XcLzXj7Z+aUdIa0E54hFHeBZD0VbKj7QI/VX5rIeKhrMtVdHk1cvyhdHDdtPEmYuomc11CkR5wnsaMscNd2GoVMfzCJzj+tWb9sYKL/lpz6NbsjArRy6k4hBlM/4iI7NW5eMiYA5qqAJBJMwoiLw6bhflvySR54x6swlLjz4xEU1HXSe4So/UkMRu+GOa7T+hjMsJOdKojMSv1ScE+9VI0YnU0yDkNqXugmF9MLuYRSbhZ17BzEzkj3yvEa8rMGXPdr1yF3WLS9HOBqzuJZeuGd5tzmEBpihQdMz3jb1WWcJzyRE7gjDArT+FQSKvC1LO72H4DXCLEDsr08vvXJS+efL8bX7gUbzhVaLmufiP4aruFkP46CNwYKUrYocswQY17m6VrkNY3HoMgcdeAkgLDp9iqOKEWFBauJ4RCbiXq4hB6bBwIb17LPiSkRGMt3wUD3RNk98s0jpRilsr1Izn7gPc3tWnAfAXtDczR6OFcs0Iu+98jbADL3BfDhYTonZADVW2Y7KjtTInV9d5+RJ7GQTARcx8CaFPabIj/nzxya6rl/dNtBpgXpIQtcZ4rbu2OcckxT24AN3xcNpS5yU5X0iMioy2SS0zVg+BuS/1pRxVJomxV5SWlbFVQB6DFKfYsivKev7hmlf1m8jplFW7KSE2xS1CjJbDN7HiXmQHnucLQ8zkqltlJolbZsc0ZfpsmBPQLqOj5iJl0+j2soDrwO2Ttw2Y9EBAzYFsG0mmpA0gORBQJ5xxNBP3TwlpKKtXTD1g+TEY99HvCPK+1GxzzOm3+vY9Rj+NASA2NfIKcC7EQWmCOwBgq7P2V9hZSbJS8zfEwJLnzL+0VZ0mruUvsA7o2HuU+7NTjqdMmzF5Zowl+Ogful585E+uycMv9jI9weO3w32B/V8F7SNCHcnxDRCzCTCLYNIXfF+ELgRy7YkdshAU5+jiZ6VgIuGHrUzV7FX5var7wrYi8aro5gNHEBvnq5t2s5Wtu82hPkGdLaDbLL8jq3oN35spj+7NlhGP2E/Y7HVQWBL++o+c5dx783n93ZnwYcBdsJDu8sgU6AMNcrnTMYThcAsEr11ecest4XDcdYFsFhf5AcRYvxURZJxG4buQ8dFxdkUr7zY8dT+ohm29BJXM9VYJZH+X6iOIqWi+MYL3jDOewfWRH7qMi/rinHtwbb05ZZ4mX/zciDD8bR1EJLC1svuIXFtJG8J/tbjXoe5KcfXOMNHznTHuTfiU3RG1pRuiTt+TuFlmfnF58waT7SYonlWtFrUPBdfMgrwKm9++o3Z4BGILKKreU0BypSCsRLEelHOiBEkckn7TBccEAqZYpItLZIJB56H6G6Uq/J8B8OmAeo26Hj6dbNEUC2MLnDkTLJvIweD0FndJy1FtCPhW7957Dnvl5zD3PmmSA+T0iIgLhkmIPnGEpFNHTbKjnkO2hexQY5clbhl0j0rEI8x5lOdfd9gP5Sw+wy4K7zZ19DbvHkThmZxZhtW7+KBRZgZBqmp4lymwF4OWufU94K4jJq32fNNHPw9z33MMNsk1fKgoxpVyVBthhwowccEdRNFWwH9OHqwULF+Wl3HxQUvrnnLhLJ3FVsj4pyDSM9E73jqnnNuIye7lHNbQMdBuoNjZZZoB50LmRz4+G4MWQcckzA3jyDLiHkYsC0JYiORW1hs4uSCZD7EPe+LVD1nTiaQkoQNfeI0Gb4JkL8nwZ+j2H/LMdelo6/zlz5XAMBZQ1EYgCwPh8hCIh+9RN/PTsPe5efZ6pipx9iTnGUZHytwMmG8D+pzEll/er3C+nFMP02c3ToOH6XLMfHm1mT9CF18cJxPDeg96Jryci2obANswy+tKNtWOLnzEDMO2gjQ0Hu2crxo68EqdlaUHWX0fGQ76hMvlnrz3SviWnXtvUdzEJq/0t/pLRubMDgkCllMCR0MxJNfRNfPPwF/g/6yhJwjhh8TZNTjyDLQ5sI5NtqLjFNmyaEHq/rBDompkIIEo7m8Mk+EyvbA1EGUfH6MpZrcVYO9GiSpoWwfe7n3nH3OnidCJyH+fEYA5XN9lz3ZxG2NsCvjkWpK4CmA5oKObfj8DoMnR9SI5HOioy+6Bl58hqJ958uB8az3xtYJMyWPXDKrwxN9/0d6Sdg2HFyT6QRm7HBvRgq9J1BcdteUd3nX241k7qVMd3H4g4/8q/Hz3EVaTNE8H1otap6LL2PVibFPGADqbdhl5liEpRmzV0iRzrgON8EIwMJGFSa8Vjlqw6XztqgrOI0jh23E2+cB2zBJlFVdUzhYJS4HhH3mIUZBdz0Mt3OXvcI33ZRuRoPdBLNM6if+00bc3IgaJiVwXzDuckIj4OqFhGmUXnrRWfxolIP3BXpfpHdlwzjNtLNYKWjeZlybBvKpbb4vkNcZwy6LblL0Y1TZFZhNXD+NC3cB9laE9rJ5GyXnPsMkw9/6+Ec/9cFnXoRPrivIdYn6WEG3cfgpG7XrSr/Gt+PksMDNCuh1zD6JvpkG4G0CfUx5VxFkz+umim7nhadJdBGDd7I4jzyFIedeOdljtn38m3XGuYwJC094zTKNsK3mByd+ZBgzrVVizzDXIekmiWy8Bzc+553bfKeYmzDYiyLXrPIQYXspvpT0jhNMN+lrVWLTVOguDv0ssFuInIOWr/Kmz2fU64hAcrShjRt2kH7hN9/x1hnvqmbQsc9U9cKdgG2CYQPFcJ9515P1E9bcZyzd6OEsdjgJOG4D1hXu6EpEnzuaqhfXzm9vIMNvFvwDQ/5OCL8FPXc80oCsa/eLDmEYMtgCw/7KWFZ6aKCHm3pHhXEMQajMHMrYd0P9UcsG7X1n7Tgap5nij0xcj5U5V5IlC553MZeuI5orzLuNF5o5gL6qC59gfcQ5NIErqzN+eNn58cjngkaSdSfpNzI0A8HQa8IHMX2RroPMDOCnkjiJeEqYx49Bcx+Ulk+GIXoOO1eMcwQeQ4Rl5vm+AFmGoH3B6muKoac6qKA0gaVOyL4P62Yx00qAR6zoZcScF70OXTa97rpqbbnezhHdiAP78VersDBWbJidbdI/qpzNz4FJxeDkDAvuzXuO3OHeJCyFGWcWviwpun7+JZUGf46ffTCe5LSYonlOtFrUPBd/9Maj+MlPecrYJ79NoLoaoreyYpETejxRdCJJBlRRPS3rGjFdK2waS/gIs+9kfCqhXZHIe0xZP53wniUEXUw5KAftjSS3SDmiKVs0elbL6kbyt9OAc5J1VBJw2w/VZGtfvNxUjh9b4LppbiaJRppqxaSPIdtahWcxwzaM7MPWhVdcJLFpmJ0r4NBP95LUIEqvk2w3Q2yT5n1C+jnn/RSnHiv2Rfj8NoAu/Ofvn4JCnFrnuGGcWUU8H8L2TdiySLmnTexD17Mr6vcJcFviVyl2mfQscvAoik5LxLV4daeytxnXbUi6DuD3im4hfXMdMY6S6DIpT/LsPvP009la2VSldW3X8Ri6nAT1tYC8E8VtnB34jrtBXTugX8v61SUyosVt0LOLP+0kMg1Am4R97zaNk98k/KfzsLnEszU/10sHO3xsHPHyqWQjHn9Q2b8FD+ced5v5WiEFiNhep1FzFdMXUEONssxI/Ro27zi874b2rOt3+OXSbJn6jStan4pezeQ3147TZfDNmvtm6zrciYY5h9wGmZnCLSJkPXSy8X27hb/9LXjyG3z23zy2X0PGFQ8/Go1Ly7fTixc9u/5eOnzvOHpvezG8NPfow8UrsmtzlqBDJ32UNL6Y40dTyTBKOsusnMNFRfSW/Vgm7BxL2DV3vtH92PFSLG9pxV1P+aCoIF3AsTqEPh1CK+A79fxIka3VAL4VoRVuWxJS/RJ1XdqLRrQCiLtz+MaPdZOS0yspBNaNoOM0NVOYsQebE84a4Uz6TWECmmNXGQ9dJyxb4vuycJFlwDCJ9p0ncezdirClQCRNS4AsTL3Qddy4SbzNsW8bwkkY05U8dDH6FGWcM4bosKZIwBmW3qRYI8AZVO5yRVo/ycQ9Ka9Itue0j2lgSL9thF4NKWDPnNwbTXktpmieE60WNc/FnwOVAh2VhHckAtfcJ3He1uQsyxC88NHDIFiX9QlVF5Fe5lK2acbVUJSVRA+CxCyBhRU87sFSGXQYo3IxSzaqSyqXozAxj2NtyFyX4IlsX/HGucfSKrmnwcuqF5kFbHeJg/uc/UPbvmvhiyJeyHOLPHwdo7eR873Puc9aNoK4o9i1n1uGsHXgch4mckmlHIXbQaIStY/S8DaKLlPuecY5DL+c+0yLpP6a0O0l3YeiMqnTo7C0j9EfZdvKQyx94Col7mT0NkB1c/ZhkF2U5VVcGhfIao4tUMR1kL1Lnt+E3ddBbsk55rLuIQiXI/QoLjZUdSYri0RgVJcScaYbtA0Y3bVg7kG2tVe/8GMfVN3tU/RhTocB0wDXLWioyJLrsG+bY1dZ3b7KLRvEOuvcPWW7jD4TpVuMq+S09xFlzHpmMj0KBJeU+pto+PcM/an+k5z+GrPQPrF9nuEtohhlxNiUwDqEDQ36n436kYWeQ57HQ/Q3i/WD+PaGttRJe1si55fYPf3NWvnG5wXWeqChP115LCvcdSN5ZzQ6DFzl3ceD6E/v2Z/+yhn+av7hJmAdXLz5ABi3B9927Uc1/Ls2f3ZDnyx+PFrT320psGzHyz+SGftZ7fB8RZ/MjPot86IbOMr60K7Ml2W+GSWm3NU6bBz5dI+s6V73U9bB1n86GoVsi7fg5NLUOsE/HZquTy43P36nspaUl6pBhirvbDE4BglBIxKl1OWP4qcfxZ9ZoheiYTPtxaCGh6vI7gknTkD8nria+a/SQUsn7CR9zmqM70gXY+P5kjHmxYuwiDbN1NLtmprcs9diGxabNDUymjZuR1vSRUVj7gRCX7OsyDIYG1ZcJa9ZClnLXiitoKTTifBvECdSZ41jFV7J7IgUdpBp5X+5DmCPmO365NXSaPoNsGvTu2meFa0WNc/F54yiB0KuVwpLeGECgKEQB2aC4NCPTVWs6CVqcZ3f/E3UfFAKvYx6nCnBUaSxokgEBXfVL4QUqZOR+3F0nkBb4kHbbRsI9IAg2hwxJelbH7P3OjdR/KaAXCfgRx/xUKR/DVJ3QeI+QT8UpF2RXpbobB5ZpewzxrRJnl2nwGkcWYDutZsa8Nap27YpUOk8mcs6p6ptljS2ypfLInWTAhveswGva0uXWw88ls7ee+BZU5iXmEYavhHst8HL9+nLTpjqJx3bAFsrMO0YNq3CqzD8WIZ3FWwQQTsB6fPc/0nbLKqbyI4B4VxHTPuctGr4gzl24nOPOXEbYtpJcZDyzjHHBwVciehOQCsSPguDaz//0a9uFWaCQwtMV/aYqjG5mwvVo9GJ3zssi90MP4sSC6+uFUb6Waao8mPdaZ8kehR5IxM3rLA4Rd6HHT+XTYsuKaeBrxZTYq9lt7HC2no4+kAbrg2HH03fvrfYRgdXVQDaH37bN9pW8PHaaI9cyotz8fbH0wZ7msW/aRmBgf1s7XizdYFrArpzIyWjscGehGnrlHzzALzcQ9YQCjYc2Bx4W3cYms7vJvazKU2ujdASf7G3n61YS03PZA8tvfPzsf0863RUsHcZhyXHQTX2u5DdgkqOCn7i5KxB1jDzvP6b8uZfAOhvwFHbZqvC1ilLDo+wziU+PYEeHI79JTomoBxE1DFH0PHCTwt5I017fa2ohKqeBQh3eQyGLCiDIQZnn2B8JJ/j6JXh+JE83xMXDT9U5NGu39WK2zOEJUWCBRwPKmwO5SqKpyNzDVltqFIb9a6vHDcIOhcojDlpuV5GTaYYe9JC0Cz+Qxw3u9XvBz5LjKFLTtXHSwCPBBz2BvlmoL6Z8cwD5SnCzIJ23TiV+xNiC7z6bwBwA5hWf7waX7sfaDRfaLWoeS7+6I0GRW+EzRdBHIyJJmsCYmN0N2Epc9ioYO5kzOXAcQ36ps8edH1AJGgqB5CnXxMTIl4Wsa6b84S4dhavBnSTqK4BoVWZrslgDbJNVeNOJjYiWvOiTa/9xqNbhdn3OX4VVVYSvHY6hynixovVgrp2ytiUj+ec7h7Hr5POfcKx58VrCJq72acx/jYNrursqojcx/lFCZm02VYNvE0ZNxHdhjctQHTBO7aoaRfUTRtctYT0ZXgdt92Wz4YZ26ZFdnLwPEctEsqsgLdY5yZtWSbYWf2olaYycfco6Rv6waX3YA/BG4+lK8N3Va6U9lYyXEZEJg5ixrkXUbxOUGsK22CmqeCcu/COgKZk99Tr6QU8cwluY6Y7h2kaprGUGMlGakm1ghFThOvF6JYVmcPmNUTOAvwtyfSceM8t9D3uD373jYxuE/ZlGmhVcTnzDmCOvkZI+SOmyEBKNlVPvxu63k5J/cIMfES/u0W+nQC2OvBOPjHUAXDmNDQshjkibMzqHcR0DHjbYNmdm5vU2xZ2eUNYPyj6X6jjv1EnN5fnbUrXuLS3Xx+Pji/WgjA9RltGvGg+bRB47xzsQ6EpI+dIc9cD9SHK+6MzfX42M54t7Ecr4juUhIpuohkRw4yr6TlGyO8oRu/HL3KoceN5eRs0fuKt18CPvZ9+FFSybIP63GX/ylix6LIUOTObGkYsJ1EZyorwxhACJk3ygsaqIaTNWwagvgidZFhLE7ZnOX2JtNTZKxSx1fHjmclZx52I4cqHO/3cUyke5/1AzvRtm0QqlDHH2QKIPeQjQyEomSTbKjhnwF/DXC8ZbPvsNRdwTZ10MV2OBYeAIeXSjfDzGXM+x5wtJ+4SkKD3KgL9NKdObolvf4WMv6LkBxTfudDHA3EPYB8vgR3w9t/++Wp87X6g0Xyh1aLmuXjKKACA1gEE/ouxo74px1/m/PZqRp9TzGPpYBbW97KWpO+grOp7HkMicJBJOzJxKBuhCNXZZG1ZB5Hzq5E0MUiZZtxZI0SWs0g5iQxD1lnEPIqZuz6wGD5t8YdzRfchDO2y6k2Q75qdU+5sxIoNjGxK9qL/qBjUjcLYTI69T3IPBepTBHrgyLEMbtzGXcy+i8OTONmTwWFMiOX5SR6+zxj3Wcs+is4Y4pq3XxOWXfB0kEWaQWkTJdY+dBcDNxlTy88OstjWT40i4ZbKj71kOyZOClwqx2ZbXLMc2GUC9xX6I2l+HzqaEfZB5KwfxHthPscw1wI3kBzrJDgPmOs83EbMOVmYScLsKZr46UnWPAgQU4EQaP2cJB886JalU7JSjKMFyd75Hmw50T4qtmCybWFmNvQTRywociDzoXB0yofW/uA6q0wzhnXpopA3AqIxr/86KeVJijkaWX8aClDLZJrYzXk3uMLBhd3YOEYCDkda9zZvweZvdROTbnxI7N1Q1aWfBqx3Zv0DefrBo59EHBsJ+kC6/9X98t/c+v8Ov1xiWPPK2sOgshcekuAOhss6W8rO3pnZroEbSYGC05tloDbsbNkxP+CkfzRkoJ/W8FEXetF4/SrisAZYpsOhqcufetFjPw+4hTcTyrJy6/cFrBQlByjTj2IplhU5tmejxma4DiKs48p/YiuBtjoMJWRD1I2KqG52cJLGwB5h9FPmMnTcBO3ZY9MWI7PQizr5Qw09buAn5WN4jqNlhimSFwBJuajvC/5vszRQ4V+WoJ+aHkfS+23I72KR06SKlIs/pFPQwPNyHuFbSR/gNI5dT/EansuW9YFNsRAJCEiS309spwPA3LvE8xDC0JctwrCiv19S3+4uv727ACtHcPvA3AfoBaZ/sF/++6V+CbwtazFF85xotah5Lp46Yx0w9IGjPvJdK/JjMfNGCAN19iyjfpNljjJ+fR2xJqjzlGAvB7lc5JxLGVrhy1rk27zMFpzfNi3mroS102JXti4kxyDqqiWpThp/ZMQtI+1Ufq96pgrbZA3X8tFWoT8m2Z3iH9LmMebsUcjExHbMuqjnm3D4IBan+rHQQhFvMrZtENv6DiZhcOC1z2lq6OU7bjSkCgWIHHnVWQK7SZrXIdPI57gRoHuWuiOIHSnOw+IiICwUdh8mh6xlIEFpmioK+jmHdkJUP0QMktS4qExK4UGD7BUi3Tx3XfR+DLJ3MdOGNvcYQ/HsbCFbCyi04YVdkNmnyW7W2orae1ZDjnQMOawnyjcU/6BynZBjEzQ0nFAHZXsKcS2zN1504LLUU1BTgWKyaeCi1pGnoOPriuzOJXVc1invAPJn1RRaUuVZQqr4sW2Buqtah0HTLWveOIH818opIpAizC2r4+bCsDUZOwCZPxYEGAxg1mujI+D4cWoyVI6ubgAph6EFjGurQDn6bRd/tTecNeWrZtjRCXq3FvJah/6dNPwLZHhvsOzt1jFNZGHjnIAKusuay7Dirnqoa0C/crlglxnOn0mtc0MBgGjALcEobXKgLqBrfwUcH2K2V0PKWHWfzsV3BQJoUcDU8KoK6demV50CGAliHlUnKibAa6UAm3gsTlGmjIMSqH8a6cenRwz6YmJyLiRoBpmX3ldbu6F4Yu8YoMlfzF3AXrcxcwBp2yzspXFM/cC+eRv4y2vXG3qA6kqXbN7mUL1kV3fAxoE2B8TUn1jqNCWgrGRsu8jiW6AXZAsCMuRsYdQWwPkmqOedTykNnyjW2E/QBAAj5CVAAtwpUEYdQZ1ZeWOaXOjqwPfri2+3r4Hq658GOlsWoDnARjj1DcOrGwy4Bt7O/vlSfO1+oNF8odWi5rn4sznWL056ANAO/JRLvagx+ooLrmKWaAIee7DsFVxBzKWgIxUn3GmHGj9JeV7kA46oWyB9jnHyxTKETvJEIc3VUlxE5NJx9zDMzkn2mqVv/eJHNnIX5G/jruvk2Yfi+X1cWWfJRtBW9lsGDDt3ky3eXoB0YfdZKmLroNSEg1c8v6DVGW9bP50gbB4mOjScizmTnpOu17lV4XXUvoxCi4RtE7Rv4vqdzzoSyX4AGfmxMeeYRfR5FK4H2JAfD8p0jj/eB47nMrTK6/cZbNYN7evxXSo4ywUGCXnto2ZpeMtCU/KoYrE1CUdbb20gjpqHugkIAz81ClmGVkvGqW9FDLWAo8OfbCjXNQdvZKynQAuUXqHM1q08hvhHAp77yHHQWY2ZCj6oG7/qBblFGClLVIe66GGU5IYrcXKSsO5pc9HPbYPEICb8nOL/Hmcfnaf/QpzknV8no/zme1rqChfQvwC6X4DDqYwmTAzAnrxnL+8x3bUJKdh+fDRZ52ayz/o8CghIZikESBJQFF71MADwn4nSK9Fw1QCoe92P/wDevNdZNwbXyAyG/UwaAGcAONRdDs+AkfMVcAkA0IF6pjZM6uiMVAE9AGM0STwtlePX4WNgD7yqAbqVH9j7fvAHgJb7KUYDdeptz/IKYPWR9CWQ1QPkST34tKGnYHcCXLg69KUk/7i5AK5PgWsMGGGvRxI+Qoii/yDDADz/qgi8agDfbwBgdKZTjd+3EV3YeFjxYBXk0Pv5IJZBtZw0XPTmjJqK9D5qWUSIUeigUgfUNADwBvbkxGvDIwBYBNDWW0/NJeXAo7bZuHxr2QBHDz/9WIf1T89DWwBGwOXQBESechV1MrO7GqhrDAAz4Ptb49MSqBpP0jqAuiA4AgFOUcBoAZzgDgAST7sQoLWYonlWtFrUPBefW+PFScqqK9EX98S7WNyYULGOzSOh5NYDN2Rq9EpkUKPZ7fCFsVTY4A3rVf+xIlh5r2eQhMZZw2PasMuQk4aj23KOslTRSzVC2LZkXcQdj2nyYwC/T3geKoa/DqyPOWVTce9SRC+rG/kux9TT9uF8yF6k8BJP92Wm67PP/falIE9VdQWxaxD5IDG7ML0vOVvKN92sbuE7WKoHq4Bt7nN2FWbDu9cBeq46xxF9NmGex48a+Is6epQNuLIUFZOphOIaeY8effp91vmQtL5vMLsqt4+nloHYwBuvZqR5mesWsUb4ZKGa916oQ7MDkUtaxB7rTniFgcRPEPeccPb8VCuPDcrWBafPqMAWQ/ssMRfYNos1TqmFhG1p7i7K3qDEhKcmpKXqt9QEbOGHa4Kzo1p6iotVmTYamQeUfzDkg2D9NXxyrVres/TPPuRn2PA31LVWgdzXSCm/AcC/iZ+XfUD3CAA7GUiEDgH5pGkCBibgPYAAgC1hMgKfb2AFzE9juvnz3TCg6AC2IrB1AAXDH+8cAhQACBGAagNAGHgTf1ohmgF3MYy+AYA34f+YYvfLe1tPSeUpo/zpNQBbgM9/6vJ2/7QDgG5mNdQknT8DAJHPqxXzW8WhB6i3APk01OuBBlCvXfZj4MZ1+ZRg5sBJ9QJYXgBPP/cpiJRPAYD4SXV4vKT1z/38k/rniQWAsz8uku8ACPI+LZ88/XDxShVZ1aKqJKSqVxWLA0DeqU8Pnf+ytwDwzgs40oCzDLifglfsj+cgABw9/cQq8PmLA8sCkKGAOPJ5lyumpzXnH0x8HsAU4KeJBKSvgBp54rk6BYw2gDgFICtgPQBOwT5gmgP6foD+PS79mVS+dj/QaL7QalHzXHzp4ujV2gBcS9/tvMdTn7PHedpuukQLC0yJikyAFMw+WyrCzuNXw4AzETAoHnNJNLeVs0n8aGJzrsLEXfnq15bjrmUdZbBW3Trs6JcD112D2EWFRRT8UBXua6GbijAPhmcp0zx6NvAYJ9R5MWJLx/BCDO37xY2XWPpsMx98HaC3MXYVdNz4jA8CdlunZhWyV8absctOkFh4qVsQuxPEa5aZYcoNBW0EdueDbuPWdch6Y7FWCKzPu0asu8E+/Tor7SXrp6B1F8JuKuKHDHmT9e+DoQEfmgfFSZLaJbhh6KgRhz6xxk9+8vcUv/GL26g6KPkGRSgek+Yhc5tytFS+naC2KWyaNPRUrC2dLBH2PsZMVa6bxJpBbJSBbxLUME7dyfgNzQ0izFbhxwFqKUC9gNxR6UVImkdc917l55j9g8f6mIH/FmFu/OStZL/zwdXAaV8+Ab7K0ZQ/ksqf+n/+J3+52Pzyv/H/7I5PSaXwv1lB/afrAbT5efl/yds///vj7Q/dUyL6fLL/80rzl2s/JxX+87Lu+vNoymd/xrvy/9yUAzDzn5f/CfvHQ2P/edHy7n9eZfnzIvTlPPDuP98X+LIyDZz+p7V/zh77lKk+J7p/qnzet3MA+AlAAcANhKU/1n6ZEf8EsP7HDfVPz/nvAPDfnpLKH5e/dj/QaL7QalHzXPzRG98ogM4ff7OlgaHnm41ytBHJKu1ukgEz6i9R3gB3pZJCLIl3/PSYhSo002DJkuAYqa6229QP228U8veg+R+lN39ro9sylguA1dRpJQP1guxGso9YZiLJ21SwHUiOYu5rWezVLP2MrqXo8gm4mUO7YWyQR689+FTGkx6u4+UrCds4cHknOj+o0EOKu89ydyo6CmAVFE3i9hEvrBiq6hM6P7nyGNIzMwMEakrQzg+1ve6yl0kH5G7IlaGplldYqNR9HBrlnLO4e5NXNk77EqfmHL0U9LcR94NHHiWwYdq+yrp/L2Cf0tzvRWaRlD5kPYMcNUoQs6h1GnP3cWVI+voeYiXzjTA2kslW2LyMu7tlph/kFyFs46E2EeY2Se9p7pGn73Dfo8+/k9hmWFhJvlsqdK2wHwX6Ls28l+k7Br9XkX9Jsneqsg4i1YCxgrKA0/B/NDT+/7v/ixnl/+v+dxnlT+z/8er/30L/P9/k93+e+dr9QKP5QqtFzXPx1BkVAAiL1lYIyGSPBVrfoc1DCW0KeIQUfaSU5MEqe1mQQJ+HK0lE5Z1UwJkuwxYUseWkClF+6uQ/CZ6PEPjX0OnfO8inGjlg0ZzHnGFNXZmY046tBV97iLboa8vCQPX2Mq5ZC5tWj3tpU8PPtEPEMuacJhzXAXYik3VZzMhEL+gcoPDGzd3y2D50+SFm+92Nf5LOZqitwjtjgqURcadVe4w3VwS8TrAVNxeH6EQMzCQQXUARfOwAVapesK7IqyS+L1qXaXyfhT7PDyvpF/Bl0+ca+5FFgN+HpZ7fXkxBHYabiq73af9DhHwQlW2YvQ3rhjlyl9PtItabkLpyUEurNBKP9l5mq1r2cXSSRSdppphnO6xrLNHLjLKNMfMAuyDEaUy+94qbrGemgIsQu2SxOScvQkxVda8Ups/h9wl0kbHuAvZxwrDwomsnpzjYP9870fxX9rX7gUbzhVaLmufij9543ALejdTzDmzMoxbJYw/KWICz+znU5KQTqiXPYXEKVQRe5TwVxtOT8HnK3YpA4zTWTYHDhHsDEw8+5DZt/3vX8GsGWyTMHQIc+Gx9zDFX3G2Po+gxpUJcyyM0MHzgQBYZ/SoCtlmdFHaMCGwUOOn6sRvZseWdQ/py68GmMrR3B6Zub12Wu5HLvYj/gpIfA+5bEzxmXO2I6BWIfOCsieoq+OXS627hkuIRkkE3miD4uKMOCQPJ1fdTSR9dCBKTCLX2oZsgO0hCHY+p6dUVk+g44R6lXJuQWE2Yy2F3Pk71E+w4T+4r8iYi3InEJmubF6GbmukpTg3yyK0qTnh5LVJN+WTHw8MwcRdH+mGyGwAHsn0QIZdZZpdDJhmyWHSXqshDS74re+ZJfsaChShRDwsZn5iIEikP3RT4SN46LRwWvOAsDdwWgW3UUooa/s8OAWj+6/ja/UCj+UKrRc1z8WdzzJ0fD17rJqS97DJUQqZU2BxVTemYKR4x1AQsobgoSARgMCxRYwWdhnTX8YNFDJlnbIsq0gmYBxFn14feFNFPSfhjxtD1wD2fY0qgfQ9S95hbAuiNY7GoqxGRW77Pg/pK0k2CjnT0oOC3FcMvxxTVVs0LDF1iurHHXPWBDzK2810ueU9bsI491JpH9xz70UPcSvZbD74R6U4ALbKmLmRqUPYxYWp60ByDZ2VTLmKP+E0ZXr+Q8WoWDUe4KKOMPFKXV8c+uhLnorI5LZuXJeeipp+lsV6KSKWRUh3MZ7hRSjcoItu0+Bjj30dsDzHbdRG5TemHcXASEbZe7pFR1zFinLTPE+BjhbzJ0fcZZijZW+LpyI9W4/Zxzj5IM5miUM77puXAphoZ+/xV1T7x2jsi0SYczad84+EWUWGUclyn7Hu/cV8wTwuvbvJ/fM5Ciyn/5X3tfqDRfKHVoua5eOqMyjkQNr+qk7Y0DI15c1e25kN4I3WVKp12C6e9+GlN4E0kRRB0TrT0guAs8s04oCvF0UXEs08KMwVfkfppBFl50X3KNOORfhLs+pwz2dyGDiaeg7GA1AJQMeqtxdhuwjdQqW0cG6qOUsKUzp0PfFg/7uzQ+JgHK7yuEgXLIXKk0ndRfMkfD3lsLzjmDLHl8W3csRJ0i4htrjoqOmePQ4qo1NAxHd7UoMEiZZqB4ABzpGhbyqRvepzLNNhMucdeZu+jFxF3K413E2g1hFclYlpANzlwlEWyCSFSI+JVfFBiFj5kGhI3gcBvPvVR4LZhcRB0T0K6KQSPfcwDBF+z9kkCHMUOpn79Iko8lJA7n3+WQBccMRTJsZ9uS9Ak9BShmG6K36f5cSkwDwvrz4+FfQySa8608x4++IhV3NFPIr3wy02C7segTci2DRsfvNrRFI02NGieC60WNc/Fn81Rcb4CbLQsWOq4ueODykEkEyD8DVMqZ66qepY1R80YYD0OQ7oMcZARdcWEPpmFgzm6pT7FC3NLsc9Vey8NDr3mQYTp+Nl2BO3H8En0YEwcbOnjoeBsU46tR+yo6jIl9fxoUaZjPlM+YS7GDwYxWy+r64X0I6++5z8oB50LDzqLo9OkafB0Xwjsx5wdxbxImLqZg2rG0Q+5xxyyUrgN6xtI+EzQNUNoQwTHGDqH8A6GKhQ+4vlVHL+p4Iu88y5mGqdN/YR5EgGHPnBKIWMRWXlMMwHsRhkhSTRSXMdHLOPIKMPv0vwuQP0m0zf+cD1KLHBi40ZvCX6GOTaYfcRa2j5dQzwo+8xDj7yOulesWBPQuSgNVHYncUuW2EbsNwFwl5GWZXc/rbZy/KDKDIrENOnYy+YPHnQVksqUc+qhkyGiFVJapPgrKf5byDXRPpvyX97X7gcazRdaLWqei3+2Rz1wQgivXWPyZVeAJxRUC5DFNJpMogHpNGs1hXVoAz716g+KZjBNoI0IWa8RhZijGjZFwkTFz1TCTDYH1pOmBmvuMnCbty2DroGEjLzHU/qgJR90EshMRHYJdpzD5jmiKJNVhahHkZmsb0bAccg8jZrmmH6nmtbY8Q3ovE3q5xHTNKSrBMwNmRhm6HUIHNOmjoo2IWJASfeMNOf4mWxaenUDDI1yttxb85hydmW0H8Z6CfZ92Htd9mw/xw50JqOtiHkVNd0n9DcMvuYdAxDpKXRT5Zo+qSaI85BzGDBtsuQgxH6Q0d8F9ddg6M7HdgLojkAmIdOGBaeQfuqje6y+pNqzEjP1cddKYKNaN4y0D/L3qnQjSI+iuPfRGxWdqtZMyV3N8okclSsTxTTR8DJrAt3AzJhW1hZpanVsFKqieLog/Xuc/ZsITbSjKf/lfe1+oNF8odWi5rn4Z3t8BQC08ANUtOkHwss8d9r1npbip6mkPmk1eXVgWecuwvAUAnvfQx0zUhOIumqpC/ZqQFeOOBo+rhcCJ3FTL6sfOZC+YMjiuq6EVOPmgnowSuu6CX0r65gHsJ6A7GL6ccw89MAtv3kdwxcKtvOhN0H6WgF3EXAtWWZRbks7ViI2i/MjHz6inU2JHtD8UkDHINjV6Woc1iPJogcvc0guYmv59d0AUUDAhgxWQ+gygraCB4ucsyuh26hvVkTWXudQAfsJ06BxPI/aPqiGFePsBumpoo686h3E72RprpgWMd0NTS8ZdONDfpXE34XwPE4PYbQWNY9F0wAHdzzcRbG1mx5ilpFoX0vSdQSaJfE1zexi5N5PX6vEnPM9BKCnONIIw7m8o50V+ympHoK7EbLLiT335YBDmig7tqL3DijuJXtebMcqP4ftD+xXmjVF85x87X6g0Xyh1aLmufhne3yKKQj82lm1nuTgwwr6TVM+rqa/KQTgAneS0plUq73EgWWPZUGYGuRpmtWHRFPVYh4z4MxPz3DLljUNs+AmAc6DYM9j6rm/KQvmLAvWI6Z63ND12EpR9wKHNkFw4bGvffq6eNwLwRO/OvMwM797qRCbuHmu6AZJbOZ3rWRl5XP3o7FtItjzKy2OrxNIjXY23jqitK0jO3JBpO2zBSCkIpFJzpayufthpC/begXzMG3qxw6GGd1NCl9mmF3D/b5B3AfQaRYclsBxxrwUTeOEfVLE1wX50U/8LWj/JYxuCsx13Pwg05/c4J1CfQxKn/yh6yA/i1KzoGkho0ueGsP00otMncSCBRuiaYJBoyiZC9H5GFlLu4tFdO4Vtgr34A3cSszS66qkiHnE2/HIA1VYuOgm52p4kLJsrZCO1Q+XfZgcnzsbgvdj0POr6hl6LdofJGu+dj/QaL7QalHzXPzZHBUAgF+/SjouJvg3PZu+aTkN246HBBwnqaQFb5uP45A9Dxm6qH2Enw7o44jTHGLsMoSmnGQCIfu0vfAOnjmglkJ3MEefJcYO3ciC1GRHRwCHMTDhNs8JYhHH1pXTh4pl6tfN/N90Fds0yiwFduE7GHD6rt/UzILdhKEWEkc8uYn611F1Ggr0Q3KD4H083oBAH0ioIhgNE9OsLRYwTINyn2EqZqwiyS3Os5SJURxvh5A2ja6T6F0MuY0g75v0L2XHXdQ2E/WzFDIQ0JVId+PiOB0c5v2zEPFeMX1IwBs/O4zKn4LsRhD3OWrjl/Yhbq5IOze7UYjrELhU2XUCa3rxmYIlYlwuoB8xpyMV7kbZBqEmM65qAuz64XZAmfilgRqqeeihZJ/w9NhLL/XihOWHFFLioFLAUfODbd7RVqClm2xGhIVH+i2pB1we7SO0mq/dDzSaL7Ra1DwXwJ/TuwEnCvCy/NrSPLUMXdb6ObRAyOVrdmMJDxE05UdzgqHqtFdYy4x0jvxIUTHneEpiUdyMVDEoRwt99ip76p5Ax6je3WewnZ64p6mBh9jIx8PA2Zo1LWi2RTu6VVM7Y7mRHYOfznq8YeUNXiecW/VyLgh1xTVMW5ZxvOqFhkJgpUp3fu/MjTYlWxZDumaqDoEFHZkx2Xsey8CL9iNwmZXmjFrELtvvyKbsnDmIPsRMKaIoICsZX0f16wR1Hbp6DMJj4Zs2p5sy+plC3PjMG5YbpeRxmK/K7E623IXprVe9C8o38cRjhpiXqVXKvA6bhj5yxfArHzIPILswtAgzs5iprXB1L1aJgSPh8CalnwX5lcD0WLSp2ichV8dNNEUuizNDK9PGPQsGa9mRuurvuwN1mek7n3IJshCsu5BrHUU2SedN2vU+4/zZzw8dPgDAv/YoqfnKvnY/0Gi+0GpR81z80RufMsoZBnAxwNkCHaIC1cNEnmOXqDp95WldQXX0Ku0564Fv6rh14pGGqr1HUwmfkKW5istWo9BxCDVGhK7yfRGF+vxJRSTuKceK4nc+5lay7ILOWwHai1DXeRZVgbHX8flYAkWUDexGofaU71FVt0xoK8Uew+hNwDgTLAPV8hAU9rJ1E0baKtSmxAJCd79jc1ds+4erpputFzAkQZXlcIH1NSRnywe1eGgsuW8IsiYwy6B9qRiuI/g2ZbsJY3veOgxaRhHr1m9aBqA1hKwUcg/JM9G3wKitQl/HLTdxZBETHzK+u1zoU8X1mHBss+ZGElqpzCBsGQYsHT86jLtyEbaHW1syMZO/uVa+vU7ob2KOHkcOWXMngJYUb1NlmwRadpA1kWjR7ipPFETziJF7wfBGYO58rk3I+hBC37ssaxnastZGxj4sGbYpVomntDd9NF+7H2g0X2i1qHku/tkeWYy+ahxSBbsxzn6rsucRCeo43gwxqAO+aaP2HoS13BcJF1Q4s7cpqIZcdFE+STEjN9H1n7fCXDhgV3nXgDNl3fictg9ZbIXS2wCxiWDruNj2BqYKlyKPFygwlo42QWcvQlb8xgVGL6+gnVv8xKrvPdSjbP9ImyJXFzXRVQpCkzDSCZAzmerZvGOzkGYcGyfVw5iex1GuEMUSWolLnZiaituzPnslSF1jzJZiFwhZF50jxrHiLrZJ1y5xPubhQZGbp+z7pHXkxzde21507Ah0jWMTlNq49NuYY+NzrmXnIui9TQrXWe5Rxfo+Y8XHbbLknSBdZ7BBFO2UPdGM2IbFAapbeAwd2LhljUPWPeXtKwHaum1lHx6nyKaLyzntyVfWBkeV3caBHl4J7g2mrCj9jU0/F2xdGtzjWAsCew7rWHobEt9Wcl4gqADI5dccITXPwNfuBxrNF1otap6LP3rjCeA9BXwIFv5Wpt5K9Dlouwo5kJ4NqmJ0moF6V1wJI0su2isYWPS8Ir6YiN/WFMuEOm/LV/WcpR9Dyj6uJJ/UGUuB+jbCWtqgLWmxdOCLRfQ4Fg/3vIFi3DMJWceyZUsaZ1HXIAwOw9Zp4Ns5SnwgmE8ivPsRfBDJMQi29Iao6Jr72EaEHLDcQi9OAO9IQG5AdC0RN6C7Y5dWIWYdcdwE2Ws/tkhcjJWrMW1fUvD7U2dfxTYe68htGHFXdwnn1g+tVOcoYF8H2QWqnwedaxJbh60Lr6Xrvhp46buIeIvx90HPGlbXBLaPu6+T7r0MjyRXJelcxYJ3KfIx4G5HLe2UtRWgp5JhQZ/P/C/a6EWLhx4VUysAvRdPNgLUVrFxHBsH2ZmstF2WCGOqR6Aeb1+C0lAUtyy+AL/tidYaR7RZWwkiyqR9mdZlFSiWhHxJFIC/8hip+eq+dj/QaL7QalHzXHxujUYAsD4lFYBwApLnOMMZJdYpgkTHpXJMMuDxDDGiJ0Al8TzIGOLUiwJtbFPWmftdh7aMOEMmbhvF+bJi77qxEfx98/RNFTXkKEPV+maqHHdVqRX2F/lQNcZ1kvqt56LPYU2RbYc8ncjbtfftQgAffcg19+3nT7l6sGuWbdnQLY72o+iKVRuo2jhAizRbJMly0LyX0EZM2onh+1TkLobeJalPGft1CBwnHGP1ai5Y+0H7Og3tcud76fiGg679xF2SvPZSE59riFJdlZ8z2FTCOx6+LGPdrGuSV3/OBv6W9X8QxWsPs+Cxnce9COI3MrVG4BKnjhLeNR+4C8M3/NUyZFt7ru4ctoXvzVp80yTpBwG/DkCf+BcDHt9QclQR2ATWL0caXqUrEB0/VokZFj5rU7ENvP48Y6vQ1lwIyfvkEoMXMWIavJikLJ0w7KP5Quxrj5CaZ+Br9wON5gutFjXPxZfuiB8TRwCLGlPUt0nurQd31GmqRHpFKRRk6YnXWFEMDZ+tFDAX8as6S4wUY8pvnUo/NGnDUMHrNBoV3CGXPU24YqytKFy2aWtdPJl5oJkXnTvVAescBMBt2roOGdZOuceG2+7AAqPHNLzErRuPaRcHlukXt1l0hgk3em4ucXsfWVeVojVQIknvBR2N0QWZmpTheSM1azdnuUy9klqluYcy86ECzXJMJ2uaKqYeT8fjxFImFk6uS8DjlDwLu3cBx0g+f0oqfcWwTTFTDBp4+VFMXCWYZcvzvqXu8vwqDU39aC9gmT1lJoW79+gfYcs16p4q8Z95+feQdKNY1tG38zC08zsnrHGZesoo/rEYea8yEz+0DeHLhBAL09mEMxGi2gHvGnPPQWYuy0OBbkSZSMTfjHrEEDxIMDcxcckzbQXtRgw3cVAlgt2g1AiyBeSrjpCaZ+Br9wON5gutFjXPxefWaDgGzDreTXldVypOxFyOEIbFabEiqqyLClx92zec12hDAzHkaWvLejgj4Z5sbkdNTe/xGMF7V862hRVZi6qKYtSVSFtLwfMhflggoYoXarDYUDLceUzL6NUial5GmHEYn6mBBeUZOtkV5JxgyA111mHPZhl9TzmaQ/AKpveyfRlCx7LQ87CFoKtcJLwK0Yie9aPsdS8zrBTKrUI6gHdL4qfgyW8J6DZm2ocs7bh+SkJ1wjVmqakizaPhQZldxNE9d75Xzvb8d+/j6q3M3vjZuQTdqpbbpH6ftn5oopsmN8wHRgFi6nVNAtR1UPrgCf4qGh4Z6lFWP0q+32R6G4Z6Mcc4TK19+HXQ8uA13Huo91b3hGTHKL5K4PcpcRJyDXjzhHM1T51bq3XISwMssBToetDVD8sdSUpLxCxtea+3Le2WvmgcyyfNwNUsQmxinkLiCoCMX3uU1HxlX7sfaDRfaLWoeS7+bI48clmAzBGPmhRcSR5Oesmqx+Fh8KhoTenh1pmxd3jVtFna2NsCpV+eWpY4k5LwNCslMbr6TkpB1hBvz0ddST8qqYe90GHHqe9LjjxhaRCHa8w0jJ3MvfZmyJzzm+cZfKe+WdPEjcU6Rsxr8WzDWPsqWypgsxg6Jp5yhr4qERXnVZM4ndBoM2Otp831HNRh9LOwYxUXN3V/P8jN4tRUttxEzb/yF48KuhTP1x5HmWZXrHkaAG8oapd23KflaRi4jVt2su3nGPOeNf4mqteS/j78Zpn/ZpLWbzOW93nzdcuzSqm3fv8wbphG0W04uotFP/qkbeB8xlJb7Ow2bp76zqcB19TrfvCg19TRPnh1p7cunFTHhd0GsX2Y/FtaussEp6xv5ab6CNShoB7tnvmpR6t1JVpnMNR3WVMeqO3T7zi0rRgUxlwULStY91fm6lcB2Cjy1x0gNc/B1+4HGs0XWi1qnos/myMPvC6gOH+IQpCUsosJEkvxXMFvS/Ash7vbTqj6CuweGXOUbcY6WjS+p40ZAsn6vonyaJH4pomeJ2Nv6mEopVobyuFYPV4FoJFg7RDnjdNvWk7TlDAV/W+aFnnKQ73Ym57i6GFvx/DlmPy+4gKaCDHMwtWKvAi5uirkp4icy9QkoJ7DNpXA5lMYSlMN2tBVkJZiWCWFZiC0iIW3aGARekoS3DZFjyVwoVB1El+72WkU3wYvl0n4o4Jt085Fnp4lwbsSfx8Cb0LeTyj0nqEn4sV1/k27DN2nkE+Fi9u8/iGq7CjX3M3UQ5drBZuzwk58e+9CBohpfmbvii+XXkNRNI5c5lXkxS50slGohZuYEehWEfaS7VOE/JAWpqnAWonMbcKChlcg246qa5HY0M5Hia457FNWX71yriPudZrvxpR8Wk1jxK0TeYQvb4NhIMEBEPF1x0jNV/e1+4FG84VWi5rn4kt3vAB462sgaMZgOmOhMn5/VlbyJJPhUK+Tbim6MH8qvL3aHJn6VnKF0W2brY0DQfK7CvxjEUKKjqs+YQ6l8IjgDJBn7ehlI2TK+MAUfZUjuPSxOScjHZian3lmsDL3QbL8oyyebwPfN6C/lHTINgItUnSnj1bzeBMla7RxxIAb4G0Ze73xYmmezaJiVVUGrHEWwosSV0+F+1JqSjMzb3julfY5PhcI1m1omYbaCLtlbc20eyO71ukfFlmpGDPt0s6Pvjf7LHadwj/5An9l1Icoc109/VCGbsPu9yFhVTrdcsRfCWYqWlcsPHE7RuTlrcn6CLHvXVQXtu5JohIyb+DLfu5sLr4cJIkH1rN3YFtJLEUsD3bvFLI07O6xn2r9JTKmXHveuBVcDyw/Zog7o3OJsjessQTr1l64n3Atso52majEPI8x+u/42S80v8kxQLICaJ9N+S/va/cDjeYLrRY1z8X/bJAKCviP2iH3hAfFmBNlBFQ0I9BpAv6hEQESwsUqjvZB573V3QDAptFWOzmp0YCXtmVOkbwZD7tsuSAVFPC62dn2m9LiWZQ+q0qsz0G3fMpUtbT8hqZN3rJUSTHlqbNiDtjGgKmkH1LETYR4KB54W7pC1NBMvB2wzFQAxhCwDP/Q8Rjioj3iCkw9nnUUX7oN/ZC940j3XOyKE4Zu94csNy0E7zJKiue8yOECuSxJUJ5FUl6h4UcieU8jLi0OrB8ChzPMkOct92n8fcg/jgq/9H2/NAwPaeljN7Iuhf414buOYXecYes3zEOXTdfRI8B8YkJTEuu6Lcu04T7jnFWd197jfY6bUY57V/DxBFuErMNg5Ck8bc/8dbu9wvKbOFOJ2SYRYBe4nHgsc7ujYIIfjVj1AvnkdZfVVDVIgj59l9YVPOIat39yAb9IByUpfqeG/pgQWPNf2tfuBxrNF1otap6LL90xiQIAlUlKCz1+7eTSwacR0wz4gc8nCEgEgXaBG2c8dyXvQKb6VroFIGMDvK6QZQqQnAYa+It6fkJxtoGTq7j+klH/AgWAsuspXvwlX3JUSWBSMuTFtw2X0nCRa6e54QRmLqBXBQMnuggN3VVsQz8ghj5P2u+FoF7cPIIMUw5Y5wyrrFmEsBwXnwfS2wA2V825sHRHePqBVAsCPhKX83fifRXdJ4V6Eci9A7rvmA8AkIEgGPDDXqzdZRYR6DYUvVcMj5xlkMDui9RDNjeu5P81E//XtvQvY+jfO6H/3lJ+8Wb+lfHOvcA/VsDPhaP/Nar/Fzb2AUx1/eJUPb3OWh8qyNIrzgPiAMCmtsAIYKsA3z5B04phKSr/joozo/xrFZnX0XbFVPO/S5woFfu7pcnZsjnzJP1zlZ+o4ZU/Ajil4RtgBlg6J9z9CX4DHj+6gF8lYAcos686QGqeg6/dDzSaL7Ra1DwXn1tjEgCKANBAARXI8FwacAFO8PN66I8TCQAJEEi42mkOAI2qVf/HRz11wyDZySOJpJ3+Z4eNnZNNAKkA9qcNRM/tWQApJ+xAAiDLQFQFAPFpW3z03P20vR4AFJJg9SkbhcCUW9dLAy03AFg/byQbAJayYckCbQbI5QCRMQDWpwiVzlnTohV9ujiNAvfJ4FSm2wHXAHDNWDqTFVcLINN9eiCue4D+CLgeAVcGULOsa5kz3AQCbSA+4wJDwLADgJuQeBNQp7K4LkkPVaBTBW7LhrlVfATSK2vkbw3X/5gC/68x8P+wQv8DEEeS6g+cxtLAYwzY+1x749MDNC4AKPq0/wAPADYOMAHtd4+S6W8O8h8O11J6t0mYHimb+PRUAv4OoG4AtmPy12P+dEVZZ6vAOREGgMHTbnx+Eixd4PgWAPYg0AAALaNoAC2maJ4NrRY1z8WX7pj8Y8n/eQH8z73zKVkQ/7uVT+klaP9Pa2LA/1wT/fN84I8Lrj/XQf/zvk//Ql+2mXL/bzaSZYHMn+eY/1iH/nH6snL6tGQ/bzHz56afbs/+8yEArul/rP9jU9l/7kT2z41/Pn2+y+eLLPDlzB+3z30+AbMG8LR8+LyHf+wtAvihz09JBQC8gNH7x019X+5i+ry2AwBt4Prp/FPScwCPAPAbYHr8fC0FfL7SBPxxisSekmDp6bECn48ZAZE/7h//Y9kANJovvnY/0Gi+0GpRo9FoNBrNM6XFFI1Go9FoNM+UFlM0Go1Go9E8U1pM0Wg0Go1G80xpMUWj0Wg0Gs0zpcUUjUaj0Wg0z5QWUzQajUaj0TxTWkzRaDQajUbzTGkxRaPRaDQazTOlxRSNRqPRaDTPlBZTNBqNRqPRPFNaTNFoNBqNRvNMaTFFo9FoNBrNM6XFFI1Go9FoNM+UFlM0Go1Go9E8U1pM0Wg0Go1G80xpMUWj0Wg0Gs0zpcUUjUaj0Wg0z5QWUzQajUaj0TxTWkzRaDQajUbzTGkxRaPRaDQazTOlxRSNRqPRaDTPlBZTNBqNRqPRPFNaTNFoNBqNRvNMaTFFo9FoNBrNM6XFFI1Go9FoNM+UFlM0Go1Go9E8U1pM0Wg0Go1G80xpMUWj0Wg0Gs0zpcUUjUaj0Wg0z5QWUzQajUaj0TxTWkzRaDQajUbzTGkxRaPRaDQazTOlxRSNRqPRaDTPlBZTNBqNRqPRPFNaTNFoNBqNRvNMaTFFo9FoNBrNM6XFFI1Go9FoNM+UFlM0Go1Go9E8U1pM0Wg0Go1G80xpMUWj0Wg0Gs0zpcUUjUaj0Wg0z9T/G5m3K5AnN6dfAAAAAElFTkSuQmCC"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 -rgb -view colorbar no \\\n",
    "  -red tricolor_soft_flux.img -scale log -smooth yes -smooth radius 1 \\\n",
    "  -green tricolor_medium_flux.img -scale log -smooth yes -smooth radius 1 \\\n",
    "  -blue tricolor_hard_flux.img -scale log -smooth yes -smooth radius 1 \\\n",
    "  -saveimage png ds9_exercise_16.png -quit\n",
    "\n",
    "display < ds9_exercise_16.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/jpeg": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dmimg2jpg \\\n",
    "  infile=tricolor_soft_flux.img \\\n",
    "  greenfile=tricolor_medium_flux.img \\\n",
    "  bluefile=tricolor_hard_flux.img \\\n",
    "  outfile=dmimg2jpg_exercise13.jpg \\\n",
    "  clob+\n",
    "\n",
    "display < dmimg2jpg_exercise13.jpg"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Discuss the differences in the output from ds9 and dmimg2jpg.  **ds9 interactive**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Smooth the images with aconvolve before displaying"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Should convolve image and exposure map separately!\n",
    "\n",
    "aconvolve tricolor_soft_flux.img tricolor_soft_flux_gaus.img \"lib:gaus(2,5,1,1,1)\" meth=slide clob+\n",
    "aconvolve tricolor_medium_flux.img tricolor_medium_flux_gaus.img \"lib:gaus(2,5,1,1,1)\" meth=slide clob+\n",
    "aconvolve tricolor_hard_flux.img tricolor_hard_flux_gaus.img \"lib:gaus(2,5,1,1,1)\" meth=slide clob+\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/jpeg": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dmimg2jpg \\\n",
    "  infile=tricolor_soft_flux_gaus.img \\\n",
    "  greenfile=tricolor_medium_flux_gaus.img \\\n",
    "  bluefile=tricolor_hard_flux_gaus.img \\\n",
    "  outfile=dmimg2jpg_exercise13_aconvolve.jpg \\\n",
    "  clob+\n",
    "\n",
    "display < dmimg2jpg_exercise13_aconvolve.jpg"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Smooth the images with csmooth before displaying"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# WARNING: Remainder will be smoothed on scale of 20.000000\n",
      "# WARNING: Remainder will be smoothed on scale of 20.000000\n",
      "# WARNING: Remainder will be smoothed on scale of 20.000000\n"
     ]
    }
   ],
   "source": [
    "# Csmooth really, really wants integer counts, so we smooth the counts image not the flux'ed image.\n",
    "\n",
    "csmooth tricolor_soft_thresh.img none tricolor_soft_flux_csm.img sigmin=3 sclmax=20 mode=h clob+ \n",
    "csmooth tricolor_medium_thresh.img none tricolor_medium_flux_csm.img sigmin=3 sclmax=20 mode=h clob+\n",
    "csmooth tricolor_hard_thresh.img none tricolor_hard_flux_csm.img sigmin=3 sclmax=20 mode=h clob+\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/jpeg": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dmimg2jpg \\\n",
    "  infile=tricolor_soft_flux_csm.img \\\n",
    "  greenfile=tricolor_medium_flux_csm.img \\\n",
    "  bluefile=tricolor_hard_flux_csm.img \\\n",
    "  outfile=dmimg2jpg_exercise13_csm.jpg \\\n",
    "  clob+\n",
    "\n",
    "display < dmimg2jpg_exercise13_csm.jpg\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Smooth the images with dmimgadapt before displaying"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "metadata": {},
   "outputs": [],
   "source": [
    "dmimgadapt tricolor_soft_thresh.img tricolor_soft_flux_cone.img cone min=1 max=20 num=100 radscale=linear counts=25 clob+ mode=h\n",
    "dmimgadapt tricolor_medium_thresh.img tricolor_medium_flux_cone.img min=1 max=20 num=100 radscale=linear counts=25 clob+ mode=h\n",
    "dmimgadapt tricolor_hard_thresh.img tricolor_hard_flux_cone.img min=1 max=20 num=100 radscale=linear counts=25 clob+ mode=h\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/jpeg": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dmimg2jpg \\\n",
    "  infile=tricolor_soft_flux_cone.img \\\n",
    "  greenfile=tricolor_medium_flux_cone.img \\\n",
    "  bluefile=tricolor_hard_flux_cone.img \\\n",
    "  outfile=dmimg2jpg_exercise13_cone.jpg \\\n",
    "  clob+\n",
    "\n",
    "display < dmimg2jpg_exercise13_cone.jpg\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Obtain overlapping multi-spectral images of this region from other archives. Use reproject_image to project the other datasets to the same tangent plane as the Chandra dataset.  Create tri-color image using red for the lowest energy, and blue for the highest energy datasets."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Obtain the data for OBS_ID 635 and reprocess it with chandra_repro.  Split the event file into 3 equal time intervals by filtering on the TIME column.  Run fluximage on each time interval using the broad energy band.  Use the 3 time-slices to create a 3 color image. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading files for ObsId 635, total size is 208 Mb.\n",
      "\n",
      "  Type     Format      Size  0........H.........1  Download Time Average Rate\n",
      "  ---------------------------------------------------------------------------\n",
      "  evt1     fits      173 Mb  ####################           21 s  8344.4 kb/s\n",
      "  asol     fits       26 Mb  ####################            3 s  9889.3 kb/s\n",
      "  mtl      fits        4 Mb  ####################          < 1 s  5688.8 kb/s\n",
      "  stat     fits        3 Mb  ####################          < 1 s  4817.7 kb/s\n",
      "  bias     fits      435 Kb  ####################          < 1 s  1920.3 kb/s\n",
      "  bias     fits      433 Kb  ####################          < 1 s  2475.6 kb/s\n",
      "  bias     fits      432 Kb  ####################          < 1 s  2372.8 kb/s\n",
      "  bias     fits      426 Kb  ####################          < 1 s  3068.8 kb/s\n",
      "  bias     fits      423 Kb  ####################          < 1 s  2325.7 kb/s\n",
      "  bpix     fits       81 Kb  ####################          < 1 s  890.6 kb/s\n",
      "  flt      fits        7 Kb  ####################          < 1 s  96.7 kb/s\n",
      "  msk      fits        5 Kb  ####################          < 1 s  85.3 kb/s\n",
      "  pbk      fits        4 Kb  ####################          < 1 s  53.9 kb/s\n",
      "\n",
      "      Total download size for ObsId 635 = 208 Mb\n",
      "      Total download time for ObsId 635 = 26 s\n",
      "\n"
     ]
    }
   ],
   "source": [
    "/bin/rm -rf 635\n",
    "download_chandra_obsid 635 evt1,bpix,flt,mtl,msk,dtf,bias,pbk,asol,stat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 102,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "download_obsid_caldb\n",
      "          infile = 635\n",
      "          outdir = ./CALDB\n",
      "      background = no\n",
      "         missing = no\n",
      "         clobber = no\n",
      "         verbose = 1\n",
      "            mode = ql\n",
      "\n",
      "Retrieving files for CALDB_VER = 4.9.2.1\n",
      "Retrieving CALDB index files\n",
      "Processing infile=635/secondary/acisf00635_000N004_evt1.fits.gz\n",
      "Retrieving CALDB data files\n",
      "    Filename:                               0------------------1\n",
      "    telD1999-07-23geomN0006.fits            .................... (skipped)\n",
      "    telD1999-07-23aimptsN0002.fits          .................... (skipped)\n",
      "    telD1999-07-23tdetN0001.fits            .................... (skipped)\n",
      "    telD1999-07-23skyN0002.fits             .................... (skipped)\n",
      "    telD1999-07-23sgeomN0001.fits           .................... (skipped)\n",
      "    hrmaD1996-12-20axeffaN0008.fits         .................... (skipped)\n",
      "    hrmaD1996-12-20vignetN0003.fits         .................... (skipped)\n",
      "    acisD1997-04-17qeN0006.fits             .................... (skipped)\n",
      "    acisD2000-01-29qeuN0007.fits            ####################\n",
      "    acisD2000-01-29badpixN0004.fits         ####################\n",
      "    acisD1999-08-13contamN0013.fits         .................... (skipped)\n",
      "    acisD1996-11-01gradeN0004.fits          .................... (skipped)\n",
      "    acisD2000-01-29grdimgN0001.fits         .................... (skipped)\n",
      "    acisD2000-01-29gain_ctiN0008.fits       .................... (skipped)\n",
      "    acisD1996-11-01evtspltN0002.fits        ####################\n",
      "    acisD2000-01-29ctiN0009.fits            ####################\n",
      "    acisD2000-01-29t_gainN0008.fits         ####################\n",
      "    acisD1999-07-22subpixN0001.fits         .................... (skipped)\n",
      "    acisD2000-01-29fef_pha_ctiN0004.fits    .................... (skipped)\n",
      "    acisD1999-09-16dead_areaN0001.fits      .................... (skipped)\n",
      "    hrmaD1996-12-20reefN0001.fits           .................... (skipped)\n",
      "    acisD2000-01-29p2_respN0008.fits        .................... (skipped)\n",
      "    hrmaD1996-11-01wpsfN0001.fits           .................... (skipped)\n",
      "    acisD2000-01-29osip_ctiN0006.fits       .................... (skipped)\n",
      "    acisD1999-07-22gtilimN0007.fits         ####################\n"
     ]
    }
   ],
   "source": [
    "download_obsid_caldb 635 ./CALDB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Running chandra_repro\n",
      "version: 03 April 2020\n",
      "\n",
      "\n",
      "Processing input directory '/home/kjg/Workshop/635'\n",
      "\n",
      "Resetting afterglow status bits in evt1.fits file...\n",
      "\n",
      "Running acis_build_badpix and acis_find_afterglow to create a new bad pixel file...\n",
      "\n",
      "Running acis_process_events to reprocess the evt1.fits file...\n",
      "Filtering the evt1.fits file by grade and status and time...\n",
      "Applying the good time intervals from the flt1.fits file...\n",
      "The new evt2.fits file is: /home/kjg/Workshop/635/repro/acisf00635_repro_evt2.fits\n",
      "\n",
      "Updating the event file header with chandra_repro HISTORY record\n",
      "Creating FOV file...\n",
      "Setting observation-specific bad pixel file in local ardlib.par.\n",
      "\n",
      "Cleaning up intermediate files\n",
      "\n",
      "WARNING: Observation-specific bad pixel file set for session use:\n",
      "         /home/kjg/Workshop/635/repro/acisf00635_repro_bpix1.fits\n",
      "         Run 'punlearn ardlib' when analysis of this dataset completed.\n",
      "\n",
      "The data have been reprocessed.\n",
      "Start your analysis with the new products in\n",
      "/home/kjg/Workshop/635/repro\n",
      "\n"
     ]
    }
   ],
   "source": [
    "chandra_repro 635 out="
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "time[s]\n",
      "    min:\t72039166.717 \t      @:\t1 \n",
      "    max:\t72141141.711 \t      @:\t451330 \n",
      "   mean:\t72091544.17 \n",
      "    sum:\t3.2537148722e+13 \n",
      "   good:\t451331 \n",
      "   null:\t0 \n",
      "\n"
     ]
    }
   ],
   "source": [
    "dmstat \"635/repro/acisf00635_repro_evt2.fits[cols time]\" cen- sig- med-"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "72039166.0 72073158.0 72107150.0 72141142.0\n"
     ]
    }
   ],
   "source": [
    "python -c 'a=72039166;b=72141142;dt3=(b-a)/3.0;print(a+0.0*dt3,a+1.0*dt3,a+2.0*dt3,a+3.0*dt3)'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [],
   "source": [
    "dmcopy \"635/repro/acisf00635_repro_evt2.fits[time=72039166.0:72073158.0]\" 635/repro/begin_evt.fits clob+\n",
    "dmcopy \"635/repro/acisf00635_repro_evt2.fits[time=72073158.0:72107150.0]\" 635/repro/middle_evt.fits clob+\n",
    "dmcopy \"635/repro/acisf00635_repro_evt2.fits[time=72107150.0:72141142.0]\" 635/repro/end_evt.fits clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "fluximage 635/repro/begin_evt.fits rhooph_begin bin=6 band=broad clob+ verb=0\n",
    "fluximage 635/repro/middle_evt.fits rhooph_middle bin=6 band=broad clob+ verb=0\n",
    "fluximage 635/repro/end_evt.fits rhooph_end bin=6 band=broad clob+  verb=0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
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ooooA/9k="
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dmimg2jpg \\\n",
    "  infile=rhooph_begin_broad_thresh.img \\\n",
    "  greenfile=rhooph_middle_broad_thresh.img \\\n",
    "  bluefile=rhooph_end_broad_thresh.img \\\n",
    "  outfile=rhooph_time_slice.jpg \\\n",
    "  clob+\n",
    "\n",
    "display < rhooph_time_slice.jpg\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "e=635/repro/acisf00635_repro_evt2.fits\n",
    "f=635/repro/acisf00635_repro_fov1.fits\n",
    "dmcopy \"${e}[sky=region($f),energy=500:7000][bin sky=6,time=::#3]\" 635_time_cube.fits clob+\n",
    "\n",
    "ds9 -frame delete -scale log -rgbcube 635_time_cube.fits -saveimage ds9_ex16_timecube.png -quit\n",
    "display < ds9_ex16_timecube.png\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Timing Analysis \n",
    "\n",
    "References\n",
    "- http://cxc.cfa.harvard.edu/ciao/threads/timing.html\n",
    "\n",
    "CIAO provides several tools to perform basic timing analysis.\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Extract Light Curve\n",
    "\n",
    "\n",
    "References: \n",
    "- http://cxc.cfa.harvard.edu/ciao/threads/lightcurve/\n",
    "- http://cxc.cfa.harvard.edu/ciao/threads/variable/\n",
    "- http://cxc.cfa.harvard.edu/ciao/why/lightcurve.html\n",
    "\n",
    "In X-ray astronomy the term \"light curve\" is used to describe the flux of a source vs time.\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 17\n",
    "\n",
    "1. Create a light curve using the dmextract tool with the reprocessed level 2 event file filtered with the source and background regions created in Exercise 11 steps 3 and 6. Use a 100 second bin width: [bin time=::100].\n",
    "2. Repeat 1, using the following bin widths:  200, 500, 1000, 1.\n",
    "3. Plot each of the light curves.\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [],
   "source": [
    "dmextract 13858/repro/acisf13858_repro_evt2.fits\"[sky=circle(4104.5,4115.5,10),energy=500:7000][bin time=::100]\" \\\n",
    "  out=dme_100s.lc op=ltc1 \\\n",
    "  bkg=13858/repro/acisf13858_repro_evt2.fits\"[sky=region(ds9_bkg.reg),energy=500:7000]\" \\\n",
    "  mode=h clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 149,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cat << EOM > mpl_ex17a.py \n",
    "import matplotlib.pylab as plt\n",
    "from pycrates import read_file\n",
    "\n",
    "tab =read_file(\"dme_100s.lc[cols dt,net_rate]\")\n",
    "x = tab.get_column(\"dt\").values\n",
    "y = tab.get_column(\"net_rate\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.xlabel(\"delta time\")\n",
    "plt.ylabel(\"net rate c/s\")\n",
    "plt.savefig(\"out_bin100.png\")\n",
    "EOM\n",
    "\n",
    "python mpl_ex17a.py \n",
    "display < out_bin100.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 111,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# dmextract (CIAO 4.12): WARNING: Binning size=1 smaller than TIMEDEL=3.14104\n",
      "\n",
      "# dmextract (CIAO 4.12): WARNING: Binning size=1 smaller than TIMEDEL=3.14104\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for tt in  200 500 1000 1\n",
    "do\n",
    "\n",
    "dmextract 13858/repro/acisf13858_repro_evt2.fits\"[sky=circle(4104.5,4115.5,10),energy=500:7000][bin time=::${tt}]\" \\\n",
    "  out=dme_${tt}s.lc op=ltc1 \\\n",
    "  bkg=13858/repro/acisf13858_repro_evt2.fits\"[sky=region(ds9_bkg.reg),energy=500:7000]\" \\\n",
    "  mode=h clob+\n",
    "\n",
    "done\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cat << EOM > mpl_ex17b.py \n",
    "\n",
    "import matplotlib.pylab as plt\n",
    "from pycrates import read_file\n",
    "\n",
    "plt.subplot(4,1,1)\n",
    "\n",
    "tab =read_file(\"dme_200s.lc[cols dt,net_rate]\")\n",
    "x = tab.get_column(\"dt\").values\n",
    "y = tab.get_column(\"net_rate\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.ylabel(\"net rate c/s\")\n",
    "\n",
    "plt.subplot(4,1,2)\n",
    "tab =read_file(\"dme_500s.lc[cols dt,net_rate]\")\n",
    "x = tab.get_column(\"dt\").values\n",
    "y = tab.get_column(\"net_rate\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.ylabel(\"net rate c/s\")\n",
    "\n",
    "plt.subplot(4,1,3)\n",
    "tab =read_file(\"dme_1000s.lc[cols dt,net_rate]\")\n",
    "x = tab.get_column(\"dt\").values\n",
    "y = tab.get_column(\"net_rate\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.ylabel(\"net rate c/s\")\n",
    "\n",
    "plt.subplot(4,1,4)\n",
    "tab =read_file(\"dme_1s.lc[cols dt,net_rate]\")\n",
    "x = tab.get_column(\"dt\").values\n",
    "y = tab.get_column(\"net_rate\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.ylabel(\"net rate c/s\")\n",
    "\n",
    "plt.xlabel(\"delta time\")\n",
    "plt.savefig(\"out_bin_strip.png\")\n",
    "EOM\n",
    "\n",
    "python mpl_ex17b.py \n",
    "display < out_bin_strip.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 112,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Columns for Table Block LIGHTCURVE\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "ColNo  Name                 Unit        Type             Range\n",
      "   1   TIME_BIN             channel      Int4           1:179                S/C TT corresponding to mid-exposure\n",
      "   2   TIME_MIN             s            Real8          456518974.4871399999:456536836.1380900145 Minimum Value in Bin\n",
      "   3   TIME                 s            Real8          456518974.4871399999:456536836.1380900145 S/C TT corresponding to mid-exposure\n",
      "   4   TIME_MAX             s            Real8          456518974.4871399999:456536836.1380900145 Maximum Value in Bin\n",
      "   5   COUNTS               count        Int4           -                    Counts\n",
      "   6   STAT_ERR             count        Real8          0:+Inf               Statistical error\n",
      "   7   AREA                 pixel**2     Real8          -Inf:+Inf            Area of extraction\n",
      "   8   EXPOSURE             s            Real8          -Inf:+Inf            Time per interval\n",
      "   9   COUNT_RATE           count/s      Real8          0:+Inf               Rate\n",
      "  10   COUNT_RATE_ERR       count/s      Real8          0:+Inf               Rate Error\n",
      "  11   BG_COUNTS            count        Real8          -Inf:+Inf            Background Counts\n",
      "  12   BG_ERR               count        Real8          -Inf:+Inf            Error on Background counts\n",
      "  13   BG_AREA              pixel**2     Real8          -Inf:+Inf            Background Area of Extraction\n",
      "  14   BG_EXPOSURE          s            Real8          -Inf:+Inf            Exposure time of background file\n",
      "  15   BG_RATE              count/s      Real8          -Inf:+Inf            Background Rate\n",
      "  16   NORM_BG_COUNTS       count        Real8          -Inf:+Inf            Background Counts\n",
      "  17   NORM_BG_ERR          count        Real8          -Inf:+Inf            Error on Background counts\n",
      "  18   NET_COUNTS           count        Real8          -Inf:+Inf            Net Counts\n",
      "  19   NET_ERR              count        Real8          -Inf:+Inf            Error on Net Counts\n",
      "  20   NET_RATE             count/s      Real8          -Inf:+Inf            Net Count Rate\n",
      "  21   ERR_RATE             count/s      Real8          -Inf:+Inf            Error Rate\n",
      " \n",
      "--------------------------------------------------------------------------------\n",
      "World Coord Transforms for Columns in Table Block LIGHTCURVE\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "ColNo    Name\n",
      "2:    DT_MIN               = +0 [s] +1.0 * (TIME_MIN  -456519024.487140)\n",
      "3:    DT                   = +0 [s] +1.0 * (TIME  -456519024.487140)\n",
      "4:    DT_MAX               = +0 [s] +1.0 * (TIME_MAX  -456519024.487140)\n"
     ]
    }
   ],
   "source": [
    "dmlist dme_100s.lc cols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 113,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Dataset: 13858/repro/acisf13858_repro_evt2.fits\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "     Block Name                          Type         Dimensions\n",
      "--------------------------------------------------------------------------------\n",
      "Block    1: PRIMARY                        Null        \n",
      "Block    2: EVENTS                         Table        16 cols x 134015   rows\n",
      "Block    3: GTI7                           Table         2 cols x 1        rows\n",
      "Block    4: GTI5                           Table         2 cols x 1        rows\n",
      "Block    5: GTI6                           Table         2 cols x 1        rows\n",
      "Block    6: GTI8                           Table         2 cols x 1        rows\n",
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Data subspace for block EVENTS: Components: 4 Descriptors: 16 \n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      " --- Component 1 --- \n",
      "   1 time                 Real8               TABLE GTI7\n",
      "                                              \n",
      "                                              456520729.9422901273:456535800.4991979599\n",
      "   2 expno                Int4                3:4801 \n",
      "   3 ccd_id               Int2                7:7 \n",
      "   4 node_id              Int2                0:3 \n",
      "   5 chip                 [ 1] chipx          1:1024 \n",
      "   5 chip                 [ 2] chipy          1:1024 \n",
      "   6 tdet                 [ 1] tdetx          1:8192 \n",
      "   6 tdet                 [ 2] tdety          1:8192 \n",
      "   7 det                  [ 1] detx               0.50:     8192.50 \n",
      "   7 det                  [ 2] dety               0.50:     8192.50 \n",
      "   8 sky                  [ 1] x                  0.50:     8192.50 \n",
      "   8 sky                  [ 2] y                  0.50:     8192.50 \n",
      "   9 phas                 Int2                -4096:4095 \n",
      "  10 pha                  Int4                0:36855 \n",
      "  11 pha_ro               Int4                0:36855 \n",
      "  12 energy               Real4                                  0:  1000000.0 \n",
      "  13 pi                   Int4                1:1024 \n",
      "  14 fltgrade             Int2                0:255 \n",
      "  15 grade                Int2                0:0,2:2,3:3,4:4,6:6 \n",
      "  16 status               Bit                 \n",
      " --- Component 2 --- \n",
      "   1 time                 Real8               TABLE GTI5\n",
      "                                              \n",
      "                                              456520729.9833301306:456535800.5402380228\n",
      "   2 expno                Int4                3:4801 \n",
      "   3 ccd_id               Int2                5:5 \n",
      "   4 node_id              Int2                0:3 \n",
      "   5 chip                 [ 1] chipx          1:1024 \n",
      "   5 chip                 [ 2] chipy          1:1024 \n",
      "   6 tdet                 [ 1] tdetx          1:8192 \n",
      "   6 tdet                 [ 2] tdety          1:8192 \n",
      "   7 det                  [ 1] detx               0.50:     8192.50 \n",
      "   7 det                  [ 2] dety               0.50:     8192.50 \n",
      "   8 sky                  [ 1] x                  0.50:     8192.50 \n",
      "   8 sky                  [ 2] y                  0.50:     8192.50 \n",
      "   9 phas                 Int2                -4096:4095 \n",
      "  10 pha                  Int4                0:36855 \n",
      "  11 pha_ro               Int4                0:36855 \n",
      "  12 energy               Real4                                  0:  1000000.0 \n",
      "  13 pi                   Int4                1:1024 \n",
      "  14 fltgrade             Int2                0:255 \n",
      "  15 grade                Int2                0:0,2:2,3:3,4:4,6:6 \n",
      "  16 status               Bit                 \n",
      " --- Component 3 --- \n",
      "   1 time                 Real8               TABLE GTI6\n",
      "                                              \n",
      "                                              456520730.0243701339:456535800.5812779665\n",
      "   2 expno                Int4                3:4801 \n",
      "   3 ccd_id               Int2                6:6 \n",
      "   4 node_id              Int2                0:3 \n",
      "   5 chip                 [ 1] chipx          1:1024 \n",
      "   5 chip                 [ 2] chipy          1:1024 \n",
      "   6 tdet                 [ 1] tdetx          1:8192 \n",
      "   6 tdet                 [ 2] tdety          1:8192 \n",
      "   7 det                  [ 1] detx               0.50:     8192.50 \n",
      "   7 det                  [ 2] dety               0.50:     8192.50 \n",
      "   8 sky                  [ 1] x                  0.50:     8192.50 \n",
      "   8 sky                  [ 2] y                  0.50:     8192.50 \n",
      "   9 phas                 Int2                -4096:4095 \n",
      "  10 pha                  Int4                0:36855 \n",
      "  11 pha_ro               Int4                0:36855 \n",
      "  12 energy               Real4                                  0:  1000000.0 \n",
      "  13 pi                   Int4                1:1024 \n",
      "  14 fltgrade             Int2                0:255 \n",
      "  15 grade                Int2                0:0,2:2,3:3,4:4,6:6 \n",
      "  16 status               Bit                 \n",
      " --- Component 4 --- \n",
      "   1 time                 Real8               TABLE GTI8\n",
      "                                              \n",
      "                                              456520730.0654101372:456535800.6223180294\n",
      "   2 expno                Int4                3:4801 \n",
      "   3 ccd_id               Int2                8:8 \n",
      "   4 node_id              Int2                0:3 \n",
      "   5 chip                 [ 1] chipx          1:1024 \n",
      "   5 chip                 [ 2] chipy          1:1024 \n",
      "   6 tdet                 [ 1] tdetx          1:8192 \n",
      "   6 tdet                 [ 2] tdety          1:8192 \n",
      "   7 det                  [ 1] detx               0.50:     8192.50 \n",
      "   7 det                  [ 2] dety               0.50:     8192.50 \n",
      "   8 sky                  [ 1] x                  0.50:     8192.50 \n",
      "   8 sky                  [ 2] y                  0.50:     8192.50 \n",
      "   9 phas                 Int2                -4096:4095 \n",
      "  10 pha                  Int4                0:36855 \n",
      "  11 pha_ro               Int4                0:36855 \n",
      "  12 energy               Real4                                  0:  1000000.0 \n",
      "  13 pi                   Int4                1:1024 \n",
      "  14 fltgrade             Int2                0:255 \n",
      "  15 grade                Int2                0:0,2:2,3:3,4:4,6:6 \n",
      "  16 status               Bit                 \n"
     ]
    }
   ],
   "source": [
    "dmlist 13858/repro/acisf13858_repro_evt2.fits blocks,subspace"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Why is there a gap at the beginning and at the end of the light curves with count_rate=0? **outside of GTI but inside of TSTART-TSTOP**\n",
    "\n",
    "> Q: Is the delta-time, dt, column actually a column in the dmextract output file? **No, it's a coord on time column**\n",
    "\n",
    "> Q: What can be learned from the light curve with 1 second time resolution? **nothing**\n",
    "\n",
    "> Q: What energy events were used to make these light curves?  Does using an energy filter change things and if so how?\n",
    "**used energy=500:7000, if not then would have used all energies **\n",
    "\n",
    "> Q: ACIS event files contain multiple good time intervals (one for each chip).  Which GTI was use?    **The first one, which in this case is for CCD=7 which is correct**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 18\n",
    "\n",
    "\n",
    "1. Create a light curve using the glvary tool using the reprocessed level 2 event file with the source region.\n",
    "2. Repeat 1 using the background region.\n",
    "3. Plot the glvary source and background lightcurves using chips\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 162,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "glvary 13858/repro/acisf13858_repro_evt2.fits\"[sky=circle(4104.5,4115.5,10),energy=500:7000]\" \\\n",
    "  out=glvary_src.prob lc=glvary_src.lc clob+ mode=h\n",
    "\n",
    "cat << EOM > mpl_ex18a.py\n",
    "import matplotlib.pylab as plt\n",
    "from pycrates import read_file\n",
    "\n",
    "tab =read_file(\"glvary_src.lc[cols time,count_rate]\")\n",
    "x = tab.get_column(\"time\").values\n",
    "y = tab.get_column(\"count_rate\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.xlabel(\"time\")\n",
    "plt.ylabel(\"count rate c/s\")\n",
    "plt.savefig(\"glvary_src.png\")\n",
    "EOM\n",
    "\n",
    "\n",
    "python mpl_ex18a.py\n",
    "display < glvary_src.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 163,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "glvary 13858/repro/acisf13858_repro_evt2.fits\"[sky=region(ds9_bkg.reg),energy=500:7000]\" \\\n",
    "  out=glvary_bkg.prob lc=glvary_bkg.lc clob+ mode=h\n",
    "\n",
    "cat << EOM > mpl_ex18b.py\n",
    "import matplotlib.pylab as plt\n",
    "from pycrates import read_file\n",
    "\n",
    "tab =read_file(\"glvary_bkg.lc[cols time,count_rate]\")\n",
    "x = tab.get_column(\"time\").values\n",
    "y = tab.get_column(\"count_rate\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.xlabel(\"time\")\n",
    "plt.ylabel(\"count rate c/s\")\n",
    "plt.savefig(\"glvary_bkg.png\")\n",
    "EOM\n",
    "\n",
    "python mpl_ex18b.py\n",
    "display < glvary_bkg.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Describe how the glvary lightcurves differ from the dmextract light curves. \n",
    "**it picked binning, no `dt` column.  No net-rate**\n",
    "\n",
    "\n",
    "> Q: Could any variability in the source region be due to variability in the background?  **No variability, background is not variable either**\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use the dither_region tool to compute the time resolved area fraction of the source and separately the background regions.  Try using those as input to dmextract and glvary as exposure corrections.  Compare to the results without those corrections."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Updated ardlib parameter file: /home/kjg/cxcds_param4/ardlib.par\n",
      "  AXAF_ACIS0_BADPIX_FILE -> CALDB\n",
      "  AXAF_ACIS1_BADPIX_FILE -> CALDB\n",
      "  AXAF_ACIS2_BADPIX_FILE -> CALDB\n",
      "  AXAF_ACIS3_BADPIX_FILE -> CALDB\n",
      "  AXAF_ACIS4_BADPIX_FILE -> CALDB\n",
      "  AXAF_ACIS5_BADPIX_FILE -> 13858/repro/acisf13858_repro_bpix1.fits[BADPIX5]\n",
      "  AXAF_ACIS6_BADPIX_FILE -> 13858/repro/acisf13858_repro_bpix1.fits[BADPIX6]\n",
      "  AXAF_ACIS7_BADPIX_FILE -> 13858/repro/acisf13858_repro_bpix1.fits[BADPIX7]\n",
      "  AXAF_ACIS8_BADPIX_FILE -> 13858/repro/acisf13858_repro_bpix1.fits[BADPIX8]\n",
      "  AXAF_ACIS9_BADPIX_FILE -> CALDB\n"
     ]
    }
   ],
   "source": [
    "punlearn ardlib\n",
    "acis_set_ardlib 13858/repro/acisf13858_repro_bpix1.fits abs-"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 117,
   "metadata": {},
   "outputs": [],
   "source": [
    "dither_region \\\n",
    "  13858/repro/pcadf456520092N001_asol1.fits \\\n",
    "  \"circle(4104.5,4115.5,10)\" \\\n",
    "  dr_src.out \\\n",
    "  wcs= 13858/repro/acisf13858_repro_evt2.fits \\\n",
    "  mask= 13858/repro/acisf13858_000N001_msk1.fits \\\n",
    "  mode=h clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " \n",
      "--------------------------------------------------------------------------------\n",
      "Columns for Table Block AREAFRACTION\n",
      "--------------------------------------------------------------------------------\n",
      " \n",
      "ColNo  Name                 Unit        Type             Range\n",
      "   1   TIME                 s            Real8          456520092.2497000098:456535804.9880300164 Time\n",
      "   2   EQPOS(RA,DEC)        deg          Real8          -360.0:      360.0   Sky Position\n",
      "   3   ROLL                 deg          Real8          -Inf:+Inf            Roll angle\n",
      "   4   FRACAREA                          Real8          -Inf:+Inf            Fraction area\n",
      "   5   AREA_CHIP_FRAC[10]                Real8(10)      -Inf:+Inf            Region Area Fraction per chip\n",
      "   6   DELTA_T              s            Real8          -Inf:+Inf            Time\n",
      "   7   CHIP_FRAC_TIME[10]                Real8(10)      -Inf:+Inf            Fraction of ontime per chip\n",
      "   8   STATUS                            Bit[8]                              Why fraction < 1\n"
     ]
    }
   ],
   "source": [
    "dmlist dr_src.out cols"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cat << EOM > mpl_ex18_drout.py\n",
    "import matplotlib.pylab as plt\n",
    "from pycrates import read_file\n",
    "\n",
    "tab =read_file(\"dr_src.out[cols time,fracarea]\")\n",
    "x = tab.get_column(\"time\").values\n",
    "y = tab.get_column(\"fracarea\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.xlabel(\"time\")\n",
    "plt.ylabel(\"fraction of area\")\n",
    "plt.savefig(\"dr_src.png\")\n",
    "EOM\n",
    "\n",
    "python mpl_ex18_drout.py\n",
    "display < dr_src.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "# dither_region (CIAO 4.12): WARNING: Too many pixels, resetting resolution from 1.000000e+00 to 2.000000e+00\n",
      "\n",
      "# dither_region (CIAO 4.12): WARNING: Too many pixels, resetting resolution from 2.000000e+00 to 3.000000e+00\n",
      "\n"
     ]
    }
   ],
   "source": [
    "dither_region \\\n",
    "  13858/repro/pcadf456520092N001_asol1.fits \\\n",
    "  \"region(ds9_bkg.reg)\" \\\n",
    "  dr_bkg.out \\\n",
    "  wcs= 13858/repro/acisf13858_repro_evt2.fits \\\n",
    "  mask= 13858/repro/acisf13858_000N001_msk1.fits \\\n",
    "  mode=h clob+ maxpix=10000"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 166,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cat << EOM > mpl_ex18_droutb.py\n",
    "import matplotlib.pylab as plt\n",
    "from pycrates import read_file\n",
    "\n",
    "tab =read_file(\"dr_bkg.out[cols time,fracarea]\")\n",
    "x = tab.get_column(\"time\").values\n",
    "y = tab.get_column(\"fracarea\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.xlabel(\"time\")\n",
    "plt.ylabel(\"fraction of area\")\n",
    "plt.savefig(\"dr_bkg.png\")\n",
    "\n",
    "EOM\n",
    "\n",
    "python mpl_ex18_droutb.py\n",
    "display < dr_bkg.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> The background is dither across bad columns/pixels, but only a tiny fraction of the area is lost.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Check for background flares\n",
    "\n",
    "Reference:  \n",
    "- http://cxc.cfa.harvard.edu/ciao/threads/flare/\n",
    "\n",
    "Background flares may influence results especially when working with large source regions such as supernovae remnants or clusters.\n",
    "\n",
    "For an on-axis point source, users should carefully consider whether excluding time due to a background flare would be better than accepting the time in order to obtain higher signal to noise.\n",
    "\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 19\n",
    "\n",
    "In this exercise, students will extract a light curve for a background, source-free region and use it to search for any evidence of a background flare.\n",
    "\n",
    "1. Using dmcoords, dmstat, dmlist, or ds9+dax, determine the CCD_ID where the bright source in the center of the field is located.\n",
    "2. Use dmcopy to exclude the wavdetect sources detected in Exercise 10 step 3 from \n",
    "the reprocessed Level 2 event file.\n",
    "3. Use dmextract to create a light curve using the source free event file, use a CCD_ID filter to select events from chip you found in step 1.  Use a bin-width of 259.28 seconds.\n",
    "4. Use the deflare tool to search for background flares on the source chip using method=clean.\n",
    "5. Use dmcopy to apply the deflare output good-time interval, GTI, file to the reprocessed level 2 event file.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4104.5\n",
      "4115.5\n",
      "09:14:49.087\n",
      "+08:53:21.00\n",
      "7\n",
      "207.3356406343804\n",
      "517.7142405898469\n"
     ]
    }
   ],
   "source": [
    "punlearn dmcoords\n",
    "dmcoords 13858/repro/acisf13858_repro_evt2.fits op=sky x=4104.5 y=4115.5 verb=0 \n",
    "pget dmcoords x y ra dec chip_id chipx chipy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {},
   "outputs": [],
   "source": [
    "python -c 'from region import *;wav=CXCRegion(\"acisf13858_wav.src\");out=field()-wav;out.write(\"exclude.reg\",fits=True, clobber=True)'\n",
    "dmcopy 13858/repro/acisf13858_repro_evt2.fits\"[sky=region(exclude.reg)]\" 13858_evt.holes clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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rVQ91J9zVPZBN3VxaPqc7chg8d68PZ/Jd+DXyWx2NkJ+0rpv95/cvhBBCHDjh9/6yliPdJby7XgZxU8bZqbnrycY0QhiFpUBJSmg0yWCclEECbLgFZhveSXg6XIuYV1daVc/hreuQU7gjzzwHesLLEUIIIQ6Z7dUuKIC8tJeBUMAJHAMKBNOlJKXSvfVo5c66JMimuvaHzvIqwsN201n4WVhD1GSE1GSlhPNH75YPdt+zEEIIcRTkJby7UuJzocBEPvnUCuGNb/Mdc75LFh88CBsbuFGefFcc8CPUtdURgjglCZEgZYK2CLfopuyEobovXwghhDgiuhrCAi659iRoBb4kr/R8YXeEfG1ej1kccPpLHp+zQ3KshxVP5ixlRI2auwSt0y2T7iqhbj0UX57do9FrF0IIIQ6fjcUva5QzrtD5+GjM7mf+s6sM+OSN1NSRMApCAWm2ODgK8WSFkV/I6C6jl4MzgwILjlQZbI0khBBCHD7QHPl397zcjmpwumOGI921PySlMqO4UqF1vTmFkkVOXdS70id7GLBwwn7IJSmVXNrTfQ8sVvKz4zRk3ebBR69XCCGEOExGewKXXus2cBalUqn8OOTV4vLu3nthEL5Xjv6ExZvP5w8sTUKhcr4FJoNp1xROGpXtbMwkPA4O5h9zsov9iZDc9ssXQgghDoGwUhrdaE73d/quWzD6c3Tr2svhxeduQ/1RFmrpLe15THgwdR33qWkPINwIhspZnBt+M91SalY/+Z2HJJWu8BJCCCGOhdwInz93ZUcohBltE7i9rGaBYoTQ0hllE//Ic8sjbyS1sOtTqRE+33RUIF1cvoTS6JLeWOnpqjAa9Fl3QCGEEOIo2LA6ynqlD7/WB9chewZlLRpyGspoAvnbsGCXJEdOfYp8cvMWut3n5dlykKgrfQpFiEYKKVxiQ/FGhiEUxXfPb096RQghxDESbJIyEAHZAAhLbI5rhPHDOLg8GBL57l2DpDsxHpCPc3JufoSSBE04Pgr0FJI+/A5HzzL6EYonvJacySuEEEIcPlj5NtJpcWZeXPlDli/dyzdG6Fbh8so9qjYKI9tnTj0JF2YVEqY0sogK6Y8w7fASwmMiJ6b7NvJNOUQVglwSK0IIIY4RLJw5zhJO6x7JTdgMFhllLRHyMpwFRDfG0dUWYdUvg3U9HMzSp1tPlBVJWftG+Y3VdYILfsRLzlPlKYVIkNSJEEKII6W7kJdeFu3Gkr9bg7uyJg/FS37Ya7D0tEX+zENlURI0R1e7FNdJlkTcfA9n/FiSQqqpOz4Lu9xqNkwmT5UnGRJi+JJu1Y9UixBCiOOi9mpS7Cs2GGqvXoa/DUe2d0i2c4IJUXqqIv+YV+uNIuFK/gS6qJVU4NMVCoUkS/dB7P3k3Qa6c86fwy14JmWdotvNrRFCCCEOn0b907KMwGndBZIX742VGH9mhyAEQUb7+ISJLcvCg+Qu+/x0rAa2dVj+s9LuQkFAVArulLWCqdTmLuibkH8TrgrT5oeSUhFCCHGMBMWQcyN4UWfh0tUcI7mAH0fJGRsqhz93m+Tmm4YLWSd1JVSeJ1cOlyQj8iPnhJXwYXQ7TrPNOb+Y9saEhRBCiGMhyIiSEjK6v/2XQUeyfFoeqvTEx2iBxy3qehdlTssdzZCXf2gRvjzcmiM+HBerVE9kM+9qO5Yyo4zgvJtPeIF5euFZhBBCiGNhe6XfWBqDB5CX/CBNshgCOYO1eH7GaALhEhZMuATlNoWkRhgh6InRbEfCqySBgpODy2JfhVhS+AAllG8qjSKEEOK4yIZBXlaxtC/LghWde6nl5TNkjeSblvHyH0bI13bnWclr4XIenn+4MN86Dx4mPBIlOQm3S751KPnBVPPWQrVntwghhBCHTFg1T5Ud4apwTkm//W9rgpJW7m5r2u6FGaziXdHAY+ZK45AdEqZXk64Kk7dp8z6F/LmQbZMvD2eWnsjL+/5034AQQghxOIQFuLv48e/0o2USNkCWFKP7jg52B+E5lLX4KKkW5tQJbJy2kU2yLQ7qulX/SNnwQQ7ucOypUh1yRn30hRBCHB1YPrtZnKOrchppWEEhbnKFMx8JRbz5jhg25G3gLmECbF1kEZPLZ7jcJozPtw6P0L27xZvgCbF24ft23ang94T3GXa3FkIIIY6O8Bs/r/ohW6KkvJbunxt3geZgB2XbSODLT9VGOLn0VFEIUfEgy7KUdfZupThRd5Ksflj0FK/rYZExUn7hcfiOCvQIIYQQbyJ4Cbz6Br3CUqbQKltO0yhlLYNyfijroTAst5TldT13r+eM1KxjSpJTrFTCg4z2/TlVIQXlMXotrKXCU7C4qWuNuP2ehRBCiEMgLM9lvdDmFIrtofjPsKZmS2AkdMJSnecZJt8dtiQ90ajhysbJIQlmYwJdxbZRb1zcqjnLSwgJK3koaRQhhBCHT5YmQaZkERCW0pFQ6C7qJTUOCZEj/sC79NmRkFmCEc7ypOG00WLPx0cpveHCrB7y+9lQFUF/8EGmrIWjZIoQQohjobvmjTRKGazfebSw+mLZPjk5CSeHBRi35mhOaNvfXd1HM8mhJX66rNJYYeRy4m5STlmHh7pGSJh8V+p1M4XxfpSnIoQQ4hjJa3b+dvvP7mj4kY9wfmhN1bx5MrzYB8th+4lYynQfMJzAImw0VFn7TJy+w1dtVzBxpm33Ge21cOJwkG7yVIQQQhwR3VW8G08ZLY3ZkyhJE+Azt0TDvboXcsELD3WWFRrrfa43DiKjrIVCuEuQIDmVNVcshzomHgrnsOAoa+0SxgcK+gghhDheurpkO9SSjYdCv/2PFtRupggv/2G15nHOEviAYZMnbIQNCDeUCgd98vwrVRWF8iIICxttWRaOYY30UH4t3SOjxCAhhBDikOmqkO21MIsbDusExdDVLl2V0D0zaJSzLNKQC93jaGqS1Um4sKucWMSMXJYw4a7MCrIj2z9cWLQtAYUQQoiDZSRQeF3MeiKHRcI4o7uUnjsSEjtwWphYXqq7i3roTRcyW0e6BwoGuaslCY5T3x4+bOQj4+m6Kbf8gROB8/sRQgghDpwsTezDdoymUOgkLOfdX/3DYo+bontbXtFH06vrIEu4aX660a1Hz1XWewqOXlqQDnXtstRekgrO5DnUdQiJ5xYa/+O1d6ckhBBCHD5hvc+OQgbr8U5zFNrdtxtz4UvK2ufIp/EtyloTbJzcfahw39HgGxfmmQezJ8ywq5lyvkvYBqh71ehJ5awIIYQ4FjaWQ8CqIkdkwp/4NuSZlkGMo6wX+I3QzOhGo/ln36KQnAKmGExsbUygrANMQZHkTrUYkEUPBs+12SXJnfC2uxJQCCGEODp44eyuzd0/T/29P5+JpBA+jZVNjqHUFP3prt9dQYMx7QgalrAa6G6LyJPJ2xniQw57hSyTjVmFF9h9mcuySKkIIYQ4UrqLvUUognPAqa+jRXcj+lNoUYe9UUig8LAhe4M9Cb6FHeFyHpycq2myZMmyoPQkSBAxGDxMGJeEJ8ry7lTQk5eb83ZFoRBCCHEsPAS/JDcLGV3SNRjC+WFkPphlR5hejjQxQVt0TwiTxLDVdRWOh7lVEl5hV6Mc6Ok6Nzxnu6lpLxuWVZ0QQghxdKB0hZdqXnGzlWILf16VszIog3QTHMGPvISHG4WDYUDWEDBX2IoIHkwwVPDgdtBSTPItwhsIZM20DZ9f1w4Td7ANATgFgIQQQhwLde09lHUWSEkioLtCZ/lSkhDhI0G7VPJIujGjmvI/djKi23yF0zh4Xc+fu68iaLXS28a5JHnB2oJDP+GV5tkWUicQfMWtlKtXr+7+tM9XrlwZvXwhhBDiYMn6I/x+H5bk/GcWN0FA8MoKHYAjuadZViq89udHGM0nC4K80vPJ4SXky/MT4QMnBQdpkl8sPxR/tuwf6JWd5Jr3YCiUEQkhhBDHAmyGcDD/CUJsaDRsSet6zl3N4iAkz4Zz8vFC+qarqLpbAPIluAoCC3KKY0ZhDuG14HgYZPvNF8q6ZVfG9IqZQ+apQDJyJEsIIYQ4ZPLv+lkllF6b2uANbN+iJL3C49SUKVLWqqj0ZEH4tlvRU6lIZ0M2de+CH7NACe8kDLL9Kvj1strb/XlycgKBYlEtbGe4+5PFimSKEEKI46K7EofjnNE5urbb9D2s+nx8lIxS1pKFv2rrDnK88OeZhzPL2k0JXXS7aixPJosbziMO0w5/stSwD6ZITJrwsBArMFqal/yE1yuEEEIcLC1VuoYfsXjn3YaziCm9FFqWAiWpgWCEBB2Tl/lKUZIwYJBQG15IGUeg+Hjo6mZf8eZEWS6MwmeV4jVIOoFM4bY0dlNzUPCwux9PTk4sDKS4jxBCiGMhuAVY/jl/lpfk0Hiev2WZ0l2t84dthYSDQcewpRFO4zkUUkgjw6MmPwYH6zqWxDPhimU+pyvFKrk1PJ+d5qhkq5iOsUCPiZK25urVq0hVGb0rIYQQ4mDpGgz4NjgNfDws/DxmcDjYBeFLWPSEWeHb3PAtz7yQGsjCBUqr+o7NZZ0ei8BWSCJh1VJTDVR+8OwtVeqMAoPEpoH6avxpcsQUCcsys1hKzwMTQgghDhwIhew62AdevEsSK/gcft0PQ3W/DYsuqxZ8aL082ZJUC06zcxplqm7sIxjEDQuymiJWPKuyFnBhDrBMZgfq5MqVKzhuB3cnn5ycQK8ErcPhIX7GU/9ahRBCiANhpAPycsjLf1fThDG7g4Q72rDd1m3hSFY5Wf2UdXfdHNnpDptna5+3i4byJcUDZKyNuJkbhEvb1x7jTeKc3VcWAyqUqoKratpsSAghhDhMukGEcKSmoE83SISveNnOQRmcHNRDdxA+M0xmdLx4cKe7Hc+pmqms/ZVCGbWj1BCWRJUiOyYpkP3KcsS+ta/wWrgUiONEdpq1fctRLSGEEOJYaGmHZKOm6Eah7JOuzdBd1NldCJcjZYRPywqmq11KEkyj4EiYakupsqNL8gvJ30JtWBqsPaM92u5H649y5coV+8CqBeKMw0BcsVzX7d1Y3AghhBBHCisDeAaFtEI+s/tjWSeOBMelJHtmJCZCpkgh+RJmBRmE+EioMcbBuk6M7a794UmzFGMLBAmw7JpAc5R92krx5BUTLlA2PJnmZUG7a3ffokoZOS6n/e0JIYQQB8HIP9j4fT2bHKOYSFkv7WUd0ylJlIRE0RDZCWOy6Al6Jcyze/eQP8tX8eO0dQ5vfvCJwJj4jIwT+2AJs6ZgoE5Y6DQqP8ZofDzMVgghhDgWsnQoY/ERPm+HIUYrKzcjKYPElzylcA7bPPjAOSVhkt0s1HCjMGEcCVrBAjr2J6pyYKJAr1iXNvg3nJjS9s1RcMREjG2VXFOhcsi8EUIIIY6FDTkyEhnZaRhd3rzZWtec6Ga6hPvWdTZJo0Ke0SPk0boN33jA7lNwSxXMBLLDfBE7ZycvdidcuXLFDpp22R3hvXuat5e10zAUclagcuxa0z1IWzGVUzyXKM9WCCGEODRGaiNYFLyWZ+cjw7Lg1PO76iFPDKO1dc5vHQSJOEMlSI1KJcQbc8PJbb13MVJGzAuBi4P306jRPsTH7s+dmuEEGozQvCk+rq2ecYw4Uf6LEEIIIQ6cYGbwKlhT6sktRRxaL/W1e3ejqyp4zR4Nkm/Bj1BSh/uuKgpDcY4IPA/UG0NhwCkpXtoTdAz3nG3eMQWjWYiHvRazW+p+C2XcK1y1PX8hhBDiYOm6JqWXkoLP2y5IpYALjmdVwfdiWwIjBOVR1uKj+yDd48GbCdMoLk1YOjTavpj1CvQHqo5xUzgoFgBa9kC+TN7tze5o2/cYHPfZ/Wjhod2fdjnLtTJQbEIIIcSh0f0FnQMQJSmSUZSkrAtVUMKD9bVRpTGPzEGNPDIGhKbpJrvYj7yWhzSO0dLO6gdaDZ/ZUOGZsM+BRimmYBYHKged3+xebMbgRdkEdsKlUrYKZoUfNx5ECCGEOGSCkxHiPuHbrGBYfPAlefygjc6YwhJmVVNiSndKo8csSaAUz1GFMjCbBEIEqgJPMRON2t5jHOgYLhfafbh+/Trnz05eClR8Tx9zYrD1j2kgjhNJrAghhDg6stsRvgqhkyA4uloh65uuPRMO8ld5eqN1Oqir7oBZ4sDzMLhRPesSznVFZAeO0Y5r167ZgKYqcGalxm7ohT95GTOycWGxIM3F6pbtLsUrgKRRhBBCHBG8orPOCAftM/IqsquRJUUeqowzVLpLb6O01u7MWXaMTgsnY+RK1UPogAKPBPNErQ3ORxIJ8l7Zj2EhUr3tihkz8GCQ+GI/7vTN7oNVA1WPNJmsqZ5UC6smvFghhBDiWNiwRrLs4GUy64yNX/qx5D+EhZYvDAKla73k+1bfIBBH0OOEE2YrJfDiRlAnaOaGJ4UHg90H5zWI8ti9uPkbN2IxfyVoI8wEPk1QXUIIIcTBwtKkpBzVOjBFyuAXelYhQffgYLhvWbssYaiSvJBKWa7hTGNKbdDCvYrHUNDJPggIxHRYNECIYD5WrVO9lqdQcslEBcmcccLNV2DMYPBGffRtNLNVZt9jGUGiU/5ShRBCiEOipQoafIbyKCkEE74tSdnkS7pX8VclyQ4D1S5B7pSByimkSKAh4HzY9sXFNytuVHXMySIwPHAmp7IiZ7a6SVO95QlST3gzQhsTSS0I5WCbZTZscG31QiGEnJo60gohhDgqgjMxiilwzGVK7VzZRMk+Cg/SvYqPbE8SA3JeyGie/FA7dQKFhGux8KOlPQTE5L3qoTPKXjA139PYBrTsE7uwuFVTPFsFd7fzObTEObOI6eARcCZSVdjXkacihBDiSKkp15W/ygc3xslHsltTNu2c0ZhdLRUUDIsqdDEplFNisRhWLTAtoCTwY8hiaevSZWgXnNZoH0GEeBDlwSU4zuM06mYLi4XVUtZ/QgghxMGyLSm2xQo+QAcYE+3CY3DGaw4hdX2UnNSyPVUoCSR8VEoc4QZrWOntYFnX/U7UNzaoBw4A4UfkstiP6HyPCFGjamRYNXBQrAKZY0AQT1zpM3nr2w3TSwghhDhMOP4yiqTgTHzIqRJZguQTsvQJWRdBBo0EyrTe/w8/crrJTJvvQIUghmLnWGzF/rSG99VrfNgygbDg9Nu2BgbM7sKyjxNBvnBrlmCQWD6KPRSHkKCKMEiIHG3/nQohhBCHQJYFZeCj8LcIl/CZI5mSR4ONwQdZLXUnme0cDvdM6x0NObQ0UUcTNjY4mjNThzfIhepJr81bqphfYkKEw0A5lIO7zKmDXPVCIfuz9nqrQFFhklwCLU9FCCHEgcNRmDYo6slyJCyQXUmRQzZ8u0ZN4oPm2Bg2DF5I2cAmQSYsnBWIAwSDitfv2K7F5m2grKbtN+sxe2OmaiDWExAurFGgMKBdOA2F7RzL2LVzwoPAlUFNMqscjD+tt3gUQgghjo7shQTlwf4HXwUpwO5IVjYbq+z2V1ikJ+rJZrrB4iNwMliaILCC+VinE3Sv53GCL4JwjymPa9eu2dNhW2OEiuB5TF74s/tgCSicGxvUTEhAmfdtaidv5cLWC+ajoI8QQoijo6sPsl7hvJDR+V2bBJ4B/xiuZXGTB4Qa4DxWTImTXk1JcG97O7O4xOHt/WBdVGpdj4dFsKZ4K30TPaxpcEfTFtgwGSfYwYlggwTKqVEuCy40bYRcGdZqt/g3LIQQQlxCghSwg5xwitPqOqbD2SE4B4toMFGyLsk3HU2vUfEO+x8AeRtQDBO1qIe4QQyrUS0xp5KwIuF7wSCxCBHiRDiIlzBR5Q6mgXofqBNzYiz2ZONDA2EajTJzYeHgASVThBBCHBfZ3ig9Y6Nu1gTlD4VUS9Yl3eV2WlfnslOCfXAsxYSjP1jvIQWwZTG0Tu4SC4HCqazwPyycdOPGjdlb4GNi3GgfwqJ65xXoEvZ+eAR+mch6Qf4K8magljA95N9IqQghhDgu2DIpFLU5VaMEWyWP2V1Tu8IICS6Nqm/gKMzeoYRjN1jUoS0aFRLDX8nhIVyFfNuyd0cw/kTd7llbsOCAVcPWTtsXPMOPMblTfUNBKCqe6uQ7AeHRCrX85+eCmfRw/J0LIYQQlw0WK+F4WVsmI/3BX4XTwvEwJsyG5gmwWNftK6zuSPioVN8LO8SEApJPTZGwSdMoidWGRQrIRFU2oc8sPiMwBPXDGbIhkxc3nb3A2G6Xc1YKJcFgBCuHtvP5jkWeihBCiOOha2+UtZvCemLDI+Frz5JOAa8CwgJrP8wMVjATdTyzRR2mCJZ29jkgR6ziN6sK7leLnm8hQ6VR7TGP36gpC49ZacfBRtkzdi3v+MMptBBJzeu3Ib/YXioeHbutv3IhhBDiEjFRJmlgQ2fgK7ga+CoPFUJIiPVgUUe2R/USGDYzbI2fqZUIRMC83tKPZQ3288MCj89oZ1JIE7SUYsIhHmtwAkVVPH3YjqD3CdJKLJozrzdAZtMFesXyaiu1pEPrFNzdbBVor9v56xZCCCEuB0FbBAclWCll7ZpAarReOm2+CyyHIFkaZXLw+s0JGdUbn9hpIccWUgansaYx0YO4SfUCIvuquKCBSrA5T57CggRe9FyptFMgcnt3P167dg0qCqEf0xacLVu8lZyFdYJ7VD0Xp1FqS/E+LmXQmk8IIYQ4FkaRHSZEecqgtIejRYVqnpGTgXiNVfEgSjJR9gkER/H6ZOgV9h7wgfUQ+y4cNsLBiapy+Fr2M8KsgqbhCA6SYe0qs0DMg8HIcFkQ07HyJfhAlYqrEZayZy+kDh/mv3UhhBDiQhFERjBFupklQXY0qgnqjomTK/VeK+7BmNNgi/TiO9ew4ICvgHgHAkBYv1Egg7sg/RahlsmLfm1ADutAAeymUb0v7ewlxyH81KgECTcq+wRYOED4jKEQ98FBDgNxki8+4xLOfeHYHDSNEEIIceC0dQVy+DbbJKfaLQjo8OeJ6mvgqRSqv0X8aHZCdgg8jJnayUOs7ITItWvXOJe2eRovzJvZ9zReaN8c0wfFty9G67bJC4W4ihixm8n74k/UCC74OhYSgnlz/fp1fiH8CBgcQaIQPKpU2TQSkUIIIcTB0jVCusth9/d4PpNX4uZpqsUXcguacDbG5Fjch1duCA6OxRTP1eAVvXoKiCW0zlQYDDWAAW0yEBAwbJon3uKgiaqJKpBxO1gj7KBwaY/dorjTA21kd0cCyg7bOah4IQ+CRDifrZeZmu4/vP8GhBBCiItITTmwyIHg392DQBkpGBYovKxCssAjaVRgDI+EwxysRXAauqhBl8D8MK2DkSFQKvXXh3Ro6xpmTBtOBqenNKqX5oTcmTblgfXCqiikxbA/hHcCFQK7iF9Co8rtrAUfoX8SQgghxAWirWtwwrch0JA/8IW89CL/IyzV0A2VCoYhCLqf2ZvhtZwDPeyFwBFhzWGnVWoda8MigXdeVwXDt2CjZfKaHX4WTIzNmLbOxkUajYWWuHxpogLsMENMgF+XEEIIcVywFuEPfEL3qrL2UbiCxhJH4HCwsxKwS2z5xxEL30zrpFpuONuocDdcZeKDpQl64SN8g7ohEwcLbYMMAQGRUVyXcB6u/Yiv4H/gJcCbwQNyY7dG3V8g79CPjiUavxYoPMV9hBBCHAuc7tB6ebJ5XbQf8fs9L6KFWqYiPxTLNlQL5EJd91ibvLL32rVrxWWQCQITOpbjUr1JazAweF8ezi+x00J7lUZZtyHawkYItMtCG+7Yc02ercLWzkJN7m2qyN6FOLNh8SCsdWCrsNBBW/3w9yWEEEIcMixBWqo0xjk4AZGOQk3eJt90Bitoo+hMoVQVKIbZ9z3Gmg3jASGVidq1Yc2Gv8IBGtwO36IBiakEtKyFgYGclSCYZt9tB7Ge2XdgxgxZIVXqjMLeDBwaCJSyT6Etrt7wAa+lepM3SCjLcWGZhTO7f1NCCCHEYVKJkkp47EOjzE0s6pAR5hlwKKRQ5mxNvVIaVefiM9b1kG4yrZuszNSffqbKIAvxoOFKaElic0Nhjo2GOA6fPHu9NPdbm73aiIVRo77+E7Xnb15GVL1dCqyaad0Xf/YioEpbCHGHFRsTt8P7lEwRQghx4HTlSDghf2YXgW0GDu7AeEAQJFT5wiTAulu85BhrOTqRsKbBmo05cCSIe7Gw7YFrb9y4UT1hhQfHZkCwOgxLeYG3wWkriGrZBPjNIFID7WW6jeUXxoGmwRGbCfb96cq+R/ZfhhBCCHEByQEFuA5YiTknA0fMUGE3AjqGV+JKrWn5BJYg1hy2rVNAGjVy5fDH4p3poXjwuezDNxAcSH/hxR6jBXcEogH+ENJ1q+cLQ+vgweH3IDGlUC87fhX8OHCGoNKQ/ztRijHKqreVpRBCCHHIsGuChRnSBPKiUA4KL8w4c1rvUdyotSvgYeGdQMQggoMjs2+IA80BbcHLPA8Ci8JETz7enRjiNXi02fNk2T2CoWK35igP5lOohhnKAxYLlE2hUFpbR8S4rGn2bv1CCCHEccFWykyb5kyeTFo8T6JSMiySKjh/wsbhBFKs90i/gO8yU1nNTBVD0AHQRjNlvLK1gB/ndabLtM7DNYmDJd/6pqB1rBkzBuRC8UhNpWTeyRvK8WRYtME1mWlbAJsqq7FCJc1IcMG9wvsHeKvVOY9/LEIIIcR5gMUPK2VxkcEWCC/DwSBZ1p1VERzB+Cw+yrrICAswCwhsBwhNgxW9UNSJL4EbweEn1ismSkypQFuY+EDQh5udTBR74mhRsHP4ZAidRim3yBGGyCse0IFvhLeHd1tcimEoGFeSKUIIIY4OrI7QIpalwTmeLXVt57hGo8QUBFawwCP+UqhZbaUcDnMs4K9MnhzDNolRPOPVFAYPXildF9EZ5LGy6MEIhYyc6l1PbMBr167hiVh+cQCI72sOEy7HyYgxYeYLtZjjeBbPB++2rVNoFQMSQghx+EBzVEqP5bRNyAgs8DsZEUaA9wCnpFKFDtZdhH6mdWYuh5DYq9idYPdipwcL/LyuMCruXgCzTExw2OfmCbZ4KLgdlWqX4JRUamPPZ9r2gSjkgQuCPzm7pXhKbyG1B9XCbg2uhacC34UlIBwvIYQQ4ihonheCMAqqUapX7SIYEcINOI2DF+xYwF9B8MUaqSE1BB4G3BdObmVvhi2H2bvR27qOS1DmwyEhDvE0qq/h8A1681fvv1LWW/nM6xQZjvjUdRFySKyx0mU0egnqBH8FdQ3Hg5q3h2nrxGGFfoQQQhw+WA5zqgT0wSjowz1IOJGiUaathXKwcgd9wNpipjreiTb6wWKP5RnBGh5wptzViep6cAI6rCA0A3nBWyiPUn1h8yzrJvpslnClMQ+FsmpzjOo60ccexL7ijQ8xf4yP1Bkb5Bz+uQghhBB3GPgWWLx3y+G1a9c4YbZSaqcRFmCODS2plepCW/Tt/rx+/ToW++oN1qAhWB9gPrw8t/XmfzZb1iXNIz5wUNjUMdlUKGjF8ZogzliOBD+DrSC0fgkuiJVSG6iNgppplMEDr4VjTwiEsYnSdbaEEEKIg4WXWMvn4DxQ7ITXaPc+rOjwKmaqfMGKa5qA82SNQvIIA8LDwPJvJ6MxCUJRpl3mddIr9hy2E2avr7HVHTsCcnEQXCJ2jHA7Fjd4KPY5EKPBC5l8GwF8BXUFPTSvS6ah8NhqArsXiBxhTCxIRiGEEOKQwTpdPOMEeoKVhOkAUyqFWu/j1/1lvY0wx2iwElsEB1YHWwiF6npaihMhWNO8p4t1a4U6mb3KJtTa8I3sLqG9W6X0EegAzByRGmgmjIk9DhdqWBekDx6N3Z3m2/cs1GkGD863w6PhW/xNCSGEEEcBQglchMIKA2Gdsl/jC+2QDAcCW/3VtN8NWyyTt0qDGOLFe6aqFqgQHooXeysYnqh0ma0dFluYP9QPqxnoFRY37PHMlIELo6Wuu/TOVJ+cDZIQEsJj2ovC9tET5cY270nT1pXbyGhR3EcIIcRRgOWz+OLHdTfF80YnqvoJ5TBwDmyBRzczi7/AR+Flm90LHof1xOw94qA20EkW88FyjmxcZMXWdV0x35T9FRYihcwhDsHg0ULaCqeqIAcFAg5ChPNmKqWzFCo55syYSmXSLI8mal/LSvGc/uEIIYQQdwr4BFMqr2VtARWCwEfzJFle+yfvlI8MWSzDIbzCbkrxRBkWB5XyVFABBA9jomYkSEmBSmAlNFG1Ttn7NFZ9A5HBxgz2O7TT8HTXrl3D082eL8yShbODK+10yIEtfuR53Uqf1Ulwj+C4zFTsMykAJIQQ4uDBuo7lnLNA2D/AUsqRFPZjICmaBz6wSAf7xE4r1M128uSVeZ9+yzrGkmSxri/eiQ7iAJOBCmnk6CCvlrN9JwKPbLoE/V2gxqCfioe0Fi9ILqRUmueOsLwrLkEQxIH2QkUVXBm2asre2eJpzL5tIRs2QgghxIGDjAdeRBH4KOSIwORAVAhLOEsQCBGOfZjaQGJHoZ2ZeZ02PwNLO9sqWN2ndcgpZM4WSkoN/s3sSazI+UCeLNseiFXhEuTutPUWPHj2hbY3Cq4PJmC1VDiCuBhUVKOCasv4mSjYBKWCv53Zs1WEEEKIgyW4BWGJhVGBgEjwBiYvimnUrAyKByBqw7fAEm7nI+RkmSgzYarClnnO0pg9JwYODRRDKFxCmzV2U+wNsFTCZ45q2XbKMzV/g15ZvLUulxFN3p6uef0wbsc6D5oJx/HS4GlNFACCNJnWJVdCCCHEgQPZwUJkospejlOwUoHxUNwggUNgygA2CcIlkAKcClN8K5xG8RfMDaqlrFNTZ6p/LrS98EQpLDxhxK1m36to9vQUm7BpLHRe4cdnXTJRLIzFHN+9UTNZG7aQTIFaCrqq7DUNt8nnz3jwShXU5/MvRgghhLgzYKnD4mfGQ6HeKo3KYewDuyZL2hqQ812wdR+iMyFLl6MeIW6Chdy0CyTLROUwhbY75snsPtitWXBY3dBMbXNZykCFQGxBVPEgQTnhPbBbA2PJ3kClVGXoKrwEO4J8FNgzsHbwWlgGyVARQghxLEA02GeYDSwmZirMWdZNV4NQwIIKAyNohdmzUBHZQVCGu65Br/CY0DrQN43azDfqRn/9+nXIILhB8EvYzjElhKcotNExFBtEDF5XpWrn6g1O0Pp2ohJlPEih7JmZ8ks4A8aAMuMB+Q0U2vJaCCGEOFgq1R5j1ecjpkvYbJjWzfLhNyBdA4qB++6z28ErLouYmcpe4HOgWT4nyvDcYF1M1EQOEgQf2KqBXimulqAe8JkborR17ImVE+bPsS1O0GFN0ygshTJvqDFoQfZsZsopZquJhZQQQghxyGBZRfCCl1sOWGBNRd+RmapaYKtU3/7X+o5AlzTvwZp1g20oyNKBV/FCYZrJczggdKxAhnUJh2OqVwh3u57wCc3TStCXBarC7hL8kom2QMJBTJs1nB20V43Bgy+F0Bik4ezbGMGswjgTdbAVQgghDhz89g/d0DxPE04AltKQ5dp8o5zu6mtwzGWmhFYYBpNX7tgcrOoH67ddaCqhrGXE7KkqkA6wfIp31GUhhYeChqiUN4NzUIxTfIMelkSs2OwNcD1UUGxmAtkT2TNCgrR1pg6Uk90L0R8EhjjRB5JFCCGEOGTgPbBvga16YWPMVG+CVbmtO9MDVg8zpbDgR3ZWWNNM6216ChUb4zTse8x/NmpPVylZtVCmLYa1Sdqqb4ksoRi4rKWbjYb5V6/9CT4HvByoN56kTQDhJLgvEGfNW6cU743bPAwEfcMbQcNqEkIIIQ4cXlyLZ8si4jBR5sdEDWHt2kabACPzlHUMdAZne/AgplpwL7svpMDk6avsN8DhgJgIBdUsraAkQpIHhIJFnTBD24UHL4RlBx4fegVBqJAlw5IIJ3B4CK83x7nYH8LkbQSOeeHvSwghhDhkoB5gGIRf9LlpChbvmXbVwZ4+cC/QE4XH4agHIi+8uu8kAnJmG0WgOMyBuBImxj5N86RUpPTiRhzlmTy61NY974NoQAwIPpOBq+AeFUqssQ+Fsl7w4KhpQr4LSxlUHkGvIPcFVgqfcG7/YoQQQog7RqWE2eK73LFvgeoYpKzakeqlPVg4TWTYYmzn8+CwB1gJ2YC5p1mlliQwGDh8g+gJj1Z9yyH8OFEqKxwRdlwa5a/ghIV2UmSTA2LIxBm7MrP3esGZ9paQbcNvADOf1jsGzF4KZN8iINUoe6ZS25vz+PcihBBCnAeI2hRvn8rLP2sOLLGTF8LYUmrNV+B/zJS8gnUa6+5CTJRiYkIHioRHKGRRBMsE5xfXWJOn63IRUKj6Ya0zUVruTJsn1/WmP9hveYdlt0BIXbt2LRQYQ2dAPxWyryDpMAEWLviL4Hwgu2OjvvtCCCHEgQOBgvAEFnIOu8zeEg1rc9j3ZzfITqmgcsfg7W9masa6rBu4YeWuAzjEgz2DIH0wycU3CbKHQtXMRJsjQsewS4HBm7dIqZTuCmlSPLd3SjEdznItXm1UXDaFSyCkqnfTh0/DrwX2T0tJMCEcJoQQQhwsHEDB8lyo/AdSgNM/bfE2V4AzLQp1kOMFuHprkOKGDXJiECqaPXMWeSrTulW/TSmoh8V3Qm6UnoIQEi/8mBLrJPaEYNXgknm9UyB0kuWXQJkFFwevwu6Fc5qXXvPeiovv4czuy0wFUDBXJqoMYpNGCCGEOFiql/IW7xfS1kkkwRRBGAhBEMiOnEOKJR/9P1hDlNSPBGbM5Hms8E5CEi7skMU3CarrDXQmKjku3hF/pqIbliDTOrUWY9oD4lqeIQetIPL4BGScYM4ThZDYWWm0g/REhcd2XzwaNCJfdX7/cIQQQohHnurVyIW2+0HwAksmzAaogWldh4Jm8Fik+UeOKHHtMWqFWLWYSWMagnfpY2kyr8uMYZPYVXiWtk7mgAibqNoID2vCi/2P4p3lcGEwUVhF8Stq7jnZu7VSJnZcbty4UVwX4mHxGvMDcpcXPFpROq0QQohjAHENLLSTZ1eg7RtW9+Kt6Dk8gQAQZE3wXThFw5ZtFg32IxyXhfa1Waivmi3SM/WNzZkfmBVn2LBqgTfDgRXWLnW9h0AhM4aPQ6nA6sDJnN3CE2ZbqPme0m3dL25aZ6jY4DylHdwoT0pFCCHEIQNDBWkfWNER+8DSiyTWSsUyhZwYXp6xJFdKdGW7hR2aIAUwDdYfLDgqdTeZqcoGNgNORr10IZcFLkjZuziNio0bJbXw3sX4tvlWi42axi7eDY9jPXgKjGn3Qroxl/OUvb+CV8T3wsh455O32hNCCCEOHKiNxdu1Td7WDHoChsdEGakwCdjSaOvq5dnrbGFdzEShXQZn3wcY4+BHjkBh7S/eWQ6qZaJYDGeTWLAGDWAgF+AAsSkyUdvZ4ANxAgrsHO7+wokshXZAhNiCV1TWbVos2BSasuBGLNrwbu3vrimXVgghxDHAQQqoDaz3vOnPvO4jYsst1+XC1eAcC8QvODzEIaHsPZz4zn+VkkyRCMLOB6yasm5SB2HUCAR9WIThR2ucz/KF1UNbbwtQqcxn8v0U7UKMgxfFz7UQbd1aFwEpyJFK+wCwiCmSKUIIIY4ELKVYBbEMY5lHYAgGBhbyQuXN0Doh0QQpoix3WBiZr7BQG1auZMasFt9YJ0RSEA/iyUNLQTlBqbDumSn9hf2b6gXD+Kp6yxNczlXNPFTzgh1INFhKGI1fLCiuP9ieaVQTVL0MG+cLIYQQB0ulXrT4TZ1VC8wSlhQQJVg1i0c6IDh2XLt2jRXMQn3SDHRmg0SAsmnUUx82SZgqn4xhy7q0Z6EtigrtxYNEnEKhGYihRmkobGmwO2LyiGt5kHGCoaxBC97e7nk5MXnyTGH0ZcH0Zs+3xXue1qVPeK5z+6cjhBBC3AFYc0xeLcy/4sMS4OU/R2omissgewNL+ExFvAb7GQYv4Y3asHICCn/FEgSSBaGlnUiCGsADsgLA4yALBEIKEgfzrOsuJpBubJPYCSZf+NFMf/BNTZ+VfcjMnghKhRUbzzC8aryZ8/7nI4QQQtwR2JYo7kngl/jqJTZQJBNVz2IthyPCaacntNkexAcfCX3YEFuxg2UdmeKRoUIqdXZp1DeF01w40gRnCIU88zrPl89ZqOLaQAYxxAqOYOsfvC5WV436oBTfxKdRZq41aGEFhjcGgYKnk0wRQghxFMzUIrb4zslhUeSQTaXk1kIbL4fObHbQoj9YoRv1OKnUpB/fFio+mimRhQMxME52n3mf4ebV1KxmWMew+uH8j5b6lxTKjClegYwgzkx5uLsHRCwpiCH+wOIM77C4WIEwQnbtROlBJ95lv1HcDe9fCCGEOHAapYlgxS1eOgsFgK/mdTVNpR6p8DmQGIsVGppg9ib3wWKZvJscDANe2tng2U3GympgNiy+Vw5muPguymiYG7J3y7oNbvHdhfD4iL+E+E717BbEjApVSrMdgmkHiYbXBdXVPPeW83jyn4XKuY3z+RcjhBBC3Bmal41AQ8C9gIeBRApEfBDimam+hktvZu8pstAevxAoOCc4BzPtR1hIKEBAmPiA48KhqEbJMRgKooH1UF1n5EAuQPEs3umEk0sgcex4WZtMzTNO8FqQcGMnL9QAF3eEFGueOMypLZg8XhfHjKBXzuEfjRBCCHGHQXzE1j+L18zelwxiBdR1Xiov2NXLmGfvY4aFGb4C4i8Yp3hcBks4F9GEumUweboMKozwOChCXlIz/uZRG54VHsfuDo2yeCsUqId5vakhzmfDA+nDi3d1Q7Na9khmSt1lcyi8WLhNfD5iZ0IIIcTBgiBL8+oSLvmB1MDBsE6HMASv9zAVJsr8YKHAfgx3Z4Eq4i5qPEOTIxb6mamahh2LRrks07rsCJEgNnIwMSTDQsoUamzPHszJuuU/x7kqFRDxTeE5WeiKDZ7JE3HwjPaASE+Bp1UpN+h8//EIIYQQdwI2PGAwIMqAGpy67lKPpA2uAMJCbosuIjt2IyRnYN0ttIEfrJFQurysm9xzsgjuCIlgd4EnAbXE7UwaNYcNHg+7PrCFGpXqVOqbAlcDloxtMcj+B6uroGnYuWHJUmi7Zh58prok/MWdyz8YIYQQ4k7DKzHW0eLlvtwbfqIoT1hBoTCgDzhdAzIFSgg1vUHrzPsyXe4/O1E2BjJPG3WEY+kAtYFlnn0diBs2PGbPy7FbNEoWCWVEJizg60zkDy3U0JajTpakgijS7tHChROZUhzwaql5XXGRV2iHJiGEEOKQgecxU8M0WBSTh124RUpIAsWiW7xnCVJeOL6zrPu54StoHQiXE9+XmONQIacEggDygoeChJq9VQlLMTwRjjcqyQnqATnFXOBTvERoWkeyCtV4z54PO6+zSRo1g2F7JrfMHylCvOE7/W9FCCGEuPMgpQPLP2RK9f76ZnLYglqoH8lE6auN6nixSLMUWKhdfXFNw4YH1uDiyzlrpsX3/WHZwVqqUiUR5AhcHG64MlFUa6Gtf4LLwqrFQEEQnggypXoSMfRW8QKleV2G3SgJl3VhpWwbxINYPFXa7kcyRQghxOFTPZe2rje6w+/6yK6w3M9GuRRYbkva1HChrqzBG0Cp87RO+LD0UrYTsJYXWuntfOuxNvt+hOzoYBqYOSQFDB6YMc2700JaVcrnZd8oaCkcx0GoE77j4hso8nY/EyWpoALZcmjqPmcFjzAKXUHzCSGEEAcO+yiVclor9WY1KwLpJsWVDRb4eZ0NOu0rVrCg4rd/7pSPdZ1FCRb+SvmnjXZsRmYJNEfQT3gcUwnwTqC9WDRYWc3i3d4q1THZTQvtVohpl3XLteAhzZQiE3QJ679GnXAhO/A+IU2Wde+44EjJUxFCCHH4YLWb1kEf7jyGAMri/d2LL6voktI88ZOXcIgMxEfgrMBUYP+DnQMMYsKC26Jg8WYRgLm11DwNUgN3h5KAo7M72RwdyCCYLpgS5oBHhkaxEu7iQTHclyuY0JoFw/KAaKo7UQtaKCf81eC+kilCCCGOBQRoIDhm6hyPtZMXeCiPeV3sg6W0+GY6uLas010tOYOHgpvS1gEmA+oBbg0mM1MbXO6SMlE5DyJZ8CrmdYoM/mS5Bs3BiSnwe4ywEQ/Kuad1rTVHwVANxJJlotAVXt1Muw1wbK5QT2EhhBDiMOFYCXwCji+wFpmpmAVX2apc9v4KqwrWGbZaw0uY1o1PsHhzx32eFaeawuCpnlWK+uQgDmCfYFZwViq1mJuo19xEESUuUIIoCYJmpuTWEPGBdmGhwz5Qow2TMXnccfbqIYxW11G5Sb3zhRBCHAn8Kz78AF7acUKhzvT4/R5xEwO6BBKBl3xEPQBGa747MbwcWBRwQdBfBCqKwyiYP1fxcPdY9o04LtPWcaiZNmpGpkv2iibPBebsV0wML7Cs5SC8mUJpv4U2R2wU6ylupeCFI9B2bv9chBBCiDtPCKOwTCnecMzW6eJrKq6CGuAQRkuBnubd0pBwCg2B09iTYP1hUqB4z1mWAuHu7MHwtZMXCk2UqlJpFyEIsik1cINqgXfC2TkYzQZBazgYQnxCsHlYcHDREDtG/NeBvywIJiGEEOLA4ZwM68FafC3MuRromsorOgwJLK686ttXO5WAzBJEl1g3WOmNTSBoGo6J4C5sRUDlQE8gQ5YlF9JEMD3uIGdvg0uNKjVlYWWD8WdKgmmUE9O8QMme3eqSKqUJY1awf3BwWfeACREuqRMhhBDHRVtnfrChAn0AUwSrJiSIUSiKAdnRvBZmoqQWLPAwabDST9SkdTcg2xUcZoL/YRU61YtloD/YmYCGwI3YCkIxEd8IWmHyXBAEnvgcDjyxh4TQD7/PSpXGbO2wk1Ro/yPsXFi9DS57VIr7CCGEOBaCawKfI6SXhnpgljLYSRiBm0LbBhXPsbABbfseMxjQEAWrNd+orQNGOBPpMpWSUtnbmL05CpZ5tjqQYWOPP1HyL+6LD5VasMDzYN3DtgeOFPd4MDFM1U4zgVUoNwi6h/0YNn6kToQQQhwpwSOxI+HXdyzSZR1nwUJr8SB8VVypNGqyUqmmZvH2ryGbBOKAk2F5vccd4YLw/LHq4xzkw07r9msTJbjYsJy3az4QTpgoXAUdE2qJ7Q0s6xZ28H4mihzVdf5KkCZ4saxRRn93TWEgIYQQBw8bJ2wkNMqlgP7gdA1WFZNvZMidaiFcLMKC8ArbIbgvKxsOu8y+4+BE3UpMRizUgoVzXdnz4BBMoY52E/V1xUyCbgjlPNAZM+XzwnFBjZJVLeFxQhbORDsc4dm5wxubNPnWslWEEEIcF5U2+qleSMINUco645WXZ2R98va/sAo4qQUioFFaq8maaV1yjJNxGtZpzmvBQo7A0+S1P9AQSMWFhghSY6bucMikwX2RXMKWD0bmcBU/O7sj/EpZpeEFTlSBDF0ILTLSJXzCHfgXIoQQQpw/nEVR1tsCmz8BEWDfFpIvJW2bjEUdybYTRXCwtLPgmKm0h62d5g1YsZCbH1Ooly4rm9l7o9mNdpLi5s2bLLAqlQ5hfA5+wf7hzvrZEeGv+On4XvB48BnqB49Q3NPCX4R9aJSYwmqyKOIjhBDiqKiUIYv1FYs9LBaEcoJHAtdh8qxbXsItajNT7i0PMnsLeZZHlRJar169atoI6SycIjNRS9nq3U1YE9x7770PPPAA9EHICG6UrNq8YAfV16hbxvMW3xCAIzuNioDavgab9Qpmy9YO5FGhHaH5r6N49m4+XiltRYaKEEKIw4cdCyz5ISN18qJfTjhdqJU7nJXJ64ZgV0xURRzKhieqE96ds5Msxbc8hGyyNBH4GTzV7GHYrGZv97ITDdevX2/rjBmbgzXAtUnivogWsWDiWzTaRLDRfs7hddk7QaoNXjLsKLycRvv1jGRHsFXCV4/IvwkhhBDigsARFnNNUDMcohgLbYZnHkOh6M/kGbWz955fqFHbtM5cQYCJYyKLt97HlLheBh+Kmw3WOw4hp+bZsjt10tab48CJYVcGQgGmCFfoBBkxUaIxH4c0MRlUKCTEIgxPyu8cL4Fp60YpjUI8jSJBQgghxBEB5cErOoposIqjXWyjCM7kLerhWEBt4FqYLhYGggRhOdKoTwnSONgCqQ4uhJ4o6yIaxHd2kqVSxS8+FFr1IRpYB4QoGIsqtpFYbUDYIcGl7B0UyLJKSbVl7YV0LZO6zkrB39Qj/89BCCGEuEhg8eOMV5QBcyxjprRZrPoWKym+9tuF0D1hRbcLWQMhSmKqAn7GTDsjstZhBTNRsmqlxvbwfmbKkMXtEJGBJMJjNt8TcaLiI1gyyNqplLkCcQa/BFIJ72Q7smNUSlspKRMFlJ7QEUIIIQ4TXvxsuTXZwWmwjZIzKpX2ABYu87rA2LJAuDDYdMxuWGtNy4NzqxUOCdkg0B/srEy0EfHk5b4zNWXhQMxEma2z5whjp0POnsGTIuAFOYL3gFvjQfBmCuXZlEFmST6YZUpZVwPxtw/fPwEhhBDiYtNoe5rimZ5QDFit+YSZCl74QxAECzV4RfiDZQRyYiolmvAH256wUgOVshcBC20ttFDjtUYVSYX8jOpd7bmWGPPhyQe/B+6I3QjN33iQUIjUKD0WbGiLHAOqngCEyW/EhoQQQogDB/kT7BYgKNMoBxaBEg5ncHIGK5jqDfKxuuMDdiWEsQFPIjs0fIRrj9llgYrihF+2cPAg7I6g4T0EzUwbH/L5QZkF36h5sIxVEb9e/tB6YaCWan/CVaMLhRBCiMMHSgXLc/HGJ9M6B4VNC74EwoKNjbbfe69RXQz7JeamsIUADREMEuiDRu4ORsPlCPrYJTdv3gzmENKEMSDGKV5JxGoJQoSzfef1Zo24XaEms1lkFJIprFfKOgzEB8sgGQXnN+XVCiGEOB7w+zpWZfS2n6liGYrBaoDrOqEkSA2rH27rvW/gysDqwMh8F+TBsJUyrytocC+oChQYF8pWQVsXiKTJU0+Kp7bUdfINe0iF8lcaVSRNnjxb1umuQaawsGgpKtSN6bAC644phBBCHAt1XY5rCzO7I1xpHBJBuP0aMmH5tEYFO5XyLaCKgrIpXtCLPQXbOhrFQJ002hu5ej+Y4tsEwsWxpnP4CvJrpjIiXFJ7fWIwT5YgI9sjf2bBkb8qqYdKEDpQVBIrQgghjgWs+tAlvPzDe2AXAaZFo8yMiTrZF+92P1N7FVQaY/XlsA5+hHHCMoUTRyoV4wSHBjIIB6FdWFs0Sj2BKbJQM1xcgtMKhXXY1Om+UkwSR7Id0vVdwjhBpmDyt/tXLoQQQlwuKiVbTF60Mq0re9s6EZUdCJY13HCFBUehnnImaHCm3ZcLmMt+X6FGCTHN01yW9f5/HMEJ6mqiumUs+WiFwskrjVJPoNWgWmbK5C3roAxeIKY9rauR+UyWaF0bpq2rkfk0/DV1fRohhBDiYMFyiJTSQv3K8C3iMhN1hceOyhiBlQdWd0gZjrDMayo1YTMQlJlox5y27pDLHgyrKMSkZi9QsnTgSq3bCqWMsMsS3CNOQymb6as1xXS6wiLYJK1X7NPVMWEQyRQhhBDHAkdMsPyjZQgMknACdhg2JVE90MMuCII1xT0SFhOIvPAOO5wOglnBU+FMF9gqIYkEFgjclHndXL96AMtOs/0IG2Wf4C6QMiMqkY2WQglA+WBXarDO67opuNdD/MsWQgghLhG8IkIcoJ3a7E3b6rp4GGrAgARhR6RRFi1cCstm5cANLoQAgj6YKBuXTY7iXggrFQgXVjzVs214Vs2zaKGKUBNk7wSqom1mmYBGFcVZQGTvpK0rkLc/hwFlpQghhDg68Es8dAmaquFg9SQSLPaNGoewUwIDg7NZszRp1E2Ez4HgsMJmCKOJ9h+GowOdNK87wsE14WgOdNVMtcfVI0cskuy1bAiCOo7RsJII4mMkYoJZ0jVO8K6kVIQQQhwXlQI6IcMjy47qTVaw8MM7gUWBLBCcs9McZa9pkAyL3FVcC1MHCsNuxM3ZoGNMmlhz/ZAZw7k183rbQh5hpmZxkEE2FF5LfleNioehJ1h1jS7MMgU3Hf2l8FX4kLWOEEIIcchg0W3UAw0VN5anMlOT1kb1NTv9UT0XBONAKCAog41+cK1ltAT9gfUeKoereBpFnaqXDnGzfN5QEIs65A7uBdenrYtrWG1kjyR8KOvanNKL/oxsDxyfek1sMTE2nAqpSR5EzooQQoijAGkfnFPCwRo7ra63L4YswPI/UTsyXM6rbxATGAQqh4uBITjg0DTPVineyQ1+T6P8GLNtWAPhSKP4FPsioKYITl2Hb7KUYalXeuqBxwz6AweDJQOlVXs8LH/pQgghxOUAK2XoWG8FvUhbmWj/ZJQHs8vSfFvjYGPkIEtLOSuIE81UFw1dsvgOzNV7xSJ7t3ijtuIt5lg/VWroUqgAB2YG3kD43JUv7IWUdSFPECth2JayXiBZsr7hl9lSIm1TkooQQoijAr/fY2mHEVLWLdS48BiaAHGi5rkm3MkeomH27XLaOhsXIgl2zkz9++0458biKuSd1PVmhMVFTJgkr/G8zLeUXNIVAXbVRFsCQfSMrs3aZdsRYaNlJHHkqQghhDhGJqr4DZkolbqPcKXMtKZ527dCCznXCbPvAqckOyvFF2O2dlCFVDxXIygeDhhBT1g6sMELfNAlgfwtx2VC/GXDdwmyo6tCuiKGzwm6RDJFCCHEkVKpPQnbKlyhg2USnkdYmFEN1PalxWgIWymIA6cE6sdydSF0RiVFkCCcPTP7/kF2r9CDv5zW16T0rAs+rYxFBo8fRhsNFT4HVRdeJobivJ+gbM70VyuEEEJcarA0wvmAOVE8WDPTzoLVS3LYyWA9ASMkhGkK9Trjah3WJcWbzrFsQnps8X2VJ6rimbzDbPHsk+JWUF7L65pwHJ8b9bTl04JBwi+w+2P4qqW8k42hsi6ZxsXMQgghxCHDsgCr/rxuIAstgrBL2KwY0SIM1agmGeNU725i0RyTIJXKfybal3ii+iDcyMC+hph8Wdf32qONxAr/WMhJmtdbGPKFbZ3Hyh+6BxsV+ASXJUiW7nwK6aoyEElCCCHEIcMBheBnICuFy2eqb+ZXaHeest5PePIqHpQEV6q/hRmDI9ZkxfSB/TlRk7fqqbLY9BizxWLPB/MqHvJL8OD4tvtO8vnZOGE91D0/C52yFiJlIHeC6RISWbrTFkIIIQ4QrHyhQAYSBPv2YZWdaFNAjr9MVJJTqSFKOA5glsAaQY8WSBO+HFZHkD7hcUrP1QjKg6cRzs+n8VCFJELXtmnrXQVKEiLhjgAPFVQX/1gGAkgIIYQ4WKpHeSq5HZU2wcH2yOiuBrcj9FZBOKZRpzXWGXZC2dcPz7Q1DxJKrl27xt3eWADxUJxeyk9RktQoyQsJciHni4STw7f5eADTw2nQLt1bjObP0jArnq2/USGEEOIw4JUPxgn0gTkiE20jPFH/2UrOCuey1HUflEK759gtKvWQDREcCBHIFzgrnA2TfZTwRNkRCfogWxThheB41gp17YiEH6F7OM9mQ+IEnZTnEB5KYkUIIcRxwavpRNsBTrRp30w7FIbOKJwqy+fP6z16KvWHbVT/jG9xLd+6un9T1nGWEax7yjojBI/JcodfQlnrifDjtO5jyzMva9UCf6it00pwMtstfCELkfxnvkQIIYQ4fLA6wheBZYIUVwgLA9IEPe/Za+H2J5VSWHAXNIWbvS8+5A7uFdZydly6q3s31NIGqbUZFhxdcVPWaiMoofA+Wy8npvScknAwxHfCfMKz5FsLIYQQh8nk29aEcEyj7E5OJeHQT1mHhKBL2A5hn8YKksO1dj5vp5wVRlYM3WfBhexnFBIBNQV9snsRzJvR53DHPOFwvG5aI3xaEGThqbsDCiGEEAcIljpsjsNCYfIyYxgepjM4HNMoqaW4TVLXLWJxkENF7MEgXRfzsWsLCYggQU41S4IVMdITIwclq5kwTniHeC4cDHoiX17X2TZ1EI3iGJMQQghxXECR2J+mGNg4CdYIZ9pi+eScjImavE3eDcWGZYdm8lohy7ct3jqlpPU7zzYrAP6xrLVI1z7BOSHLJEuZMBOWNcGzsUgZBNZoet0fs/TB+y9rBbNxlRBCCHFoYKmDmcERH8RxIDtC7TE6v0HQsMoxuEUbKncQJ2KbIcc7yjiwkslreTeExGe2lJvS1gmw/FowT7Y9JmppX9fJKxictUtLaSg8q2ncIF+iRAghxDHCSylLkEaVxo3Kj5vnqSD6M9NGynUdOYIcuXr1Km6HQVovFab0MljxgT+3QR4rn5wdlDyyEWRKeD9ZLXFyMY+TP0/r7ik4AXcMN+UZsmwaqS4hhBDiKMCSCSFiFoitjjupgT5vdd8FjuUF1lTeYJnDRnUdSOpqiJJ0QIjLlJ4OYMJyHq4NZ4ZnHymYcLyrnPK3o6nyuxrdiB+B1Yw0ihBCiGMEGgKmCIqE0QKfvQGEgZCqYt9yVKj44srDlnU8hdfsTFvngmQvgY+wLVGTN9MVNOU0BZNvh2H5cXCCvbTuu826ZHSX7vRYtWy8MSGEEOIAwQKMDrDF00JZSXBnfS5Fhljhq4qXOjcqYz7V2MgLc9eHOPUqgx0IXMhRmG7IKY9Z1lGhkWVSUtZtV0WVpEKyUzISZyMnRgghhDhwoFQQ7kEmChJTUJZsyyS601ZPT+E2KmaulJSais989yAvSlIqbK7kxZvX79ITGXw8OBN2OWewTuvGceEzC46gJFpKkuXJ55mzdBvJjvyw3dOEEEKIA4ftCjRNsaX06tWrsB+at8YPYR3oFS5ghhoIS/iGXmGBEr6FYMJxSIqw5I+MmbzMj4yZksRTmFVNhHlmLRVuFBrGYJyuaVTWqbvdE4QQQogDhFdlaA6okEYFPvAezHFBVxWoB7s2jIzPWQdsKJI8QpjqKCWlrHVA0Bx1UCi0oVG6F7LC6I6W5Qt/myNBWU6d+rokU4QQQhwFWPa4WofhNJRK++0VavKGLJbuWlsGy21Yy7u6ZARqgvIl7H+wB4PbdeXF9is6VUnkCfDtKjlS3QvDkTBmHRstQgghxCHDSzi7KdWzXy2IY+dwPKjsa3wKlfZ0l/PSMzzyusurb1jmS0r+CEN19UpXCeVz8oBlUwqM1BUOoseugeqn8HI2JtlVJBuaRgghhDhk+Hd97lwS9hdkmYLtjkvqPhJGzvfizyMpcyojXVLWTXXt25yyGrQCfxXCSXn+I1WEEbqtdcP5I+F1S8Pm6QkhhBCHBpsW1aM/2Eqw7B0CzlwppGzKZk/V0ss+KWl5zv7BSEbkCE4YEys6f4UFHhMOjxzGxDNu3wujlYF84UcYCZeNu2zcWgghhDg6qqee5OYowVMJv9kHtVHSato1GPL6zXqFZUdJ0ocvL0nNhGu7UwoHWXMUj3CN3hKf2cZtTgrJpqyf+Eh+mXmGUEIjPSSEEEIcMrxTT/EFEgdtmUT+bNlcXAEWVLNnSlIeXTWwIT4KiR7ueztaubOmGc0W+oMlSBiETw6PM/X28QnnjIbNcwtiK78HKRUhhBBHhC1+Vq3TfJtALkse+QddSRGOs+5pvU4hPI2wQo+mWlOdcFjvS1rs+fLuzGF7bDhD3fmwesiPxm+sGyDLYaaSDJt8xzNOTwghhLj0YK3ldm3cJn+jBrikxRJLdVcfjD7zOj3yDOB21HUn/ry0l/VyvvHg/LmbKMODb3d2ycfDOTlq031LG2Irv6XtmwohhBCHAC91ECiVuo9018K8WI7W742vNlyQHCrq3qWkfvall3GSr82PlsfBTDiHl8eE/uBpZ1VX1lIDg3QNqpJ0CQ/C6cDSKEIIIQ6fh2u16+qS7FKEc8LKXZKq2JA73UtGmSVZtYwegX2OnHqSrw3nbMw8uD7dPNyRpOvmuwghhBDHxWgh5ESTvJxvX9s9IQ/S9SGMbuJqWWud0pM+G4OHk0cyy77KVc0bkojH6Yobnj/GRDALl5zqmki1CCGEOBZGvgVWaE4KyReeumSy1MDnnLW6sajzOHwVWynd/I9sRfAlXT8jK4bgmpwxXyefcOq9yvqV8rviCFSWiUIIIcQhk9fI/GPptaANHkNIZR1VCWG0nKg7WvW3J1PWi31+OnYpSorC5Nvly0+dYb4qXF7XBd78rio1bhk9eFaQEitCCCGOjtEv95XYKOoJP24v/6ODWU9sKJKuIMjaaPRc+dnzaKPTwglh8t0JbNy99IRdzgs+i7QSQgghDoozrnnh1/rSW3QrpVxw35SNMdFlbuNGZZ2CGqbdzW7JHUqM0daJlUqNumU+JTkZPM/uHPKbCZGvMBQG5EBPfqgimSKEEOLY2LAQ+JyNC41TMz+6V/EJeXXv3n3kW5QUhzrLk46evXqSSph5CFd1C5K3D56lECkQEnGEEEKIYyELiFNXxA39wUvvhkCBnhiJiaw/ylhejFRUd/LBMskaiI93XZyRzCo95cG36z5sOJKFUVlXBm08mhBCCHFobKz96GCWF+YcWynpl/4sNbJlwj+G/ml5Yvnzw/W8I7ESzslaofsIpw4+On/0QiBWbufBhRBCiMNhQw2EipUgTYKyCat7STIIB7vBmq64OXWeIQu1JG2R53ZqB7bujfLBPEJNObBBeeDzqN3Lqc8rhBBCHCzdtTavkbmAtmswbH/gH7PTEJyb0Bmle8n2g/CwddwBpfsI3acYiZVK8TKWVmfRPd2TR7eTTBFCCHGM1F58B1/Zh3mew/GuTCm91XQkTbJSwefcwhUZLWf0OVgK5NzVfOFZ6q43pMOGldLVPd3jo1e0oXiEEEKIA2cnQa5cucIrZV0HYm7VHmDC8Y0fMdqp/eNB6D3PKR3VTY48z6wJcqgoPG/oTZeVULgLi6pwMlQX3xExoFFpdP4rEEIIIY6UbqykevvUvFhadsVIu4SRRzcN63HQHDkqtC2kwhxYLuR5ZlUUVEIhJVSSLgnfbr+BoJ+yYgvjs+Tix++8QSGEEOLAGC2lvEx2gxfdxXU0+Mh4OONV23fpTj6LmO5Q3XuNVEieBquf7o95EHzF9Tt58I32cae+ASGEEOJ46f7qv6EMeOkdKYZQ7GNnZvOGl/lu1m33Ll05kmfIt+bLR/XAQXNkDcevJV81ckRyE/3RbKVXhBBCHAtnMTmyZ5BtiTwIL9X8YWOV5ZW4+cbFfKR75miE/G03GSV3pu8qpHCXcBWmupGTuyFfuGMN6E5PGkUIIcTxwskTvGpu9HLNWqSsbZKuxZKXW3YmcPL2OPmDyYVQ4xMuH8mIQJjkSCUsyxKuyvfqCh37wFPt5rjwa+m+aiGEEOJgyb+sd9NFcykKrsqao7vAb5xQehpi1OI2D8UfbinBNk8Gg2RxE+7VFSJnsTpY8+XevgFclYurhRBCiGNhZE7kz/mcU9uThBrdjR75o7DOaOSNb0d+g50c2rLlh+WDXSUXsmpG4+TL83vL7yFMQ9JECCHEsTNaKUcnhz+74+R2+NvKYDSTPHhYxbP10lUMgaCfylpAdPUBJE43wTbPoXvr/ELK2K8yRjXhQgghxLGwsUxCCoSlNyyfecXdbsnanUBJCznulWe4IWjwYWRyjI5np+QhJMZ2Ry49wVFTQm4YPDyFElOEEEIcHaf+ph6WzFN9go27ZFOET+iW5oY5hCMQFhuuA9+LZUdNvUy6safuGwhtZ/la3mfABFaeeX4VOIJLOJFl480LIYQQx0L3l/vcBp4ZnYZxskVRNvUEPuPaUVhk1CK29KRAUAPhYDYq8h35SHgc/pxro7rP3o1VdbVR9xIhhBDiWDj11/TuysoncLO1jUHy6t5dwkfzwVY7QR5tPI59RrlyEFL5uUbpKSxBwntATGrUF66keumS0neCk6QCHyGEEKLDSCh0/YMNtvu58bBZfIR4B07e0AGl14mE/xwZJ1lvBd9lpB66l/PBkTWycQKON4ePy00RQghxjGwvqBvhj7pOKAmr6VlqcLKbwqmsYWHGvcIOxuEuWXl0T9iQYqeemV9FeFd1nfjSvXCeZ54tZwrvvso67yzzEUIIIQ6Q7ZUvLMP5ePg2f8hr9shgqCmsk6fXPYeHHYmnrGP4tFxyzF/lx+9OL2gUfhXd+/KtR33tRu+qOxkhhBDiYNnoy54VAC/GIVxSNhfmstYH+UbdWxfSGfna7cW7rpN5w2RC2U64b2A01TooMA4TCy+QlVAQK0Gp8Hw23pUQQghxyHTXaRzptlHZPn+3GHercljWBImTj5eBfAlbAm2LldEzYqp8Dhc5V7JkcHz0EjLdtJKgnHKa7eidlNPSdIQQQohDJv8ez8fxmZfq7bBI6Tku2WAIC3OO1GyoEL42TybXRXe9ilH/lewVlZ6kgCDL9wpj2hGczPft7sV4dkkkhBBCHBGsQrZPwI95leUP+DOcxsmzt7okdzUEp+KOxuxO1U7OciGbIkG+5DIiHrA7ge7cag/4WNuvQgghhDhAukbFaBnelizdI92vRoLmLCPnPNnutLvflqRI8r3yyFlvhaFCWfX26wrahc/nczbUyakOlhBCCHE48JoX1mDuAc/nj8bZ+BBW1q4aGK3ZG3cJk+cbhVt0c2m7ciqMOfpQepKFU1hwnNvn2zmh+npjMmHOEihCCCGOkZzGga/CSl/WC3lYmPmqum6IUmitLeu1ecN4CEe6p7G4gSYI2ivfujsyf7XdfGVbVZRBkXNZd9bvSqKz30KSRQghxLHT9Q9K0gd5FTfCVnwbEqF7O/sQFNLG+r0RFQrDdsfJVco1ZZ/wNHBa1nDBHMq36+oYvjyLFSNoSiGEEOKI4OV5W1Xw0gu6bWS7K2tInt3WFmVt+Wwv1V2FEcbPTxeOhEocHsfCYbnZyegRQmeakOfLI2flFD4ECdV/U0IIIcRhM3IscveO7nofPmRLIN8oV/Z2W4+Eu2SJw0KkO9VuNGcU4hmd0/Vd8p9ZtJUkNcLnMI2NNyCEEEIcI6Mi27PDSy83ru1qiCwIum5BOC1cUlJM6oyWQ7hpuJ3JkW5Z0CjANLrvhqIKJ+TRirYhFEIIIeqa8NVD6HESVvSR8gi34PM5UFJoLQ/9YUe37sqIDQWTJVq+dR4qXHKqauEfNx6h9F5F6TlYQgghxBFRU8ACq+/Gr/WnyoXRj91rN+wHnkxuFxuOBOGVTYvtPnVddRLOCfGg/O1GIMwyXYKMG92OJy+lIoQQ4hjZWAJ557ysPEZa5NTblaRXsuAY3St8VQbreumls3QvHx2EpdHVEKPesmVT2HUjR+yddAXQhmYSQgghjgL+lT30JuFzup/zjxsHR7fO44dbs5QZSYT8LCXZJ92n2BBPLFa6EmSjtCePHN5ttoK67yc/YD5NCCGEOEy6QsHI8YtReKhrb3RPO4uT0b3W6O7FM1q5u7frVu5ws7gsHbpqAz/O89xVMOEWp06Mv+2WcAshhBDizeS2Y+XM62VY0XNtM9+ia42Moh7Z2OgqiTMOVQed6/LjsLnCl+e7h0cOd2GZVdd5xPxaunMoSSEJIYQQR8H2L+7shYS1PERVcpZr+JyDSnZVqIIZOQpdfRDAhdl64fGDYuDn2r7LqFktq66gwFiRIM22q3J4bt1abiGEEOLowOK68at8/mx0Q0LZgShpPQ5HRqknDK/fG81hRwqp9uyQLFDCowXhlX+EzCprxZNnkp9udDB8KAN/SwghhDgubqkOeeQ65MW+rPVEuGTUQi3fi8fMiSZlsJyzh1HWMqX0ZEF+lpoqt8M4o8YnuHsdBKHyIwghhBBixWgNxucN96I7VLh8dAKv6BAT3eBR+BCW+Zzeu/GA4XMOr2Stg8fpbhZ9xpKi/Bl/dnv48rddESNlI4QQ4vAJa3MZJ3J2F2AmlObmu5QUHhoNmM2Jkhb47sTyQ21Ih3BwY+HvCohce7ytJ3gyQfyNEnSYDa9LCCGEODrC0osMj65J0L0ccqGkRZrPGSmGSvC34cwwB7udNX4Nk8mjdaXPxrfZ7MkCK0wGLy1ILvZmWFflNFt+jRIrQgghjpTump2VROs1aR0t8+HIRrMTHi2MHLRLvm9Xx/BssxjK0wuXc7QFKSa1F2Pq6qS69kuqN9TnbBVMIwfLwo8bH4QQQogDZ0McbFySf+PvmgFnvPtIAfBMuLKmkP3QVU6l18tk9NSlp13sQt49AGdua7WsMCrloISnCI+T5xZkTb5QCCGEOHy2V9l8crYNRueUQYlv+DxqBxcmVlNlMuuVshZJG9Ikuxfd+Qc/Joyc9UrOzsmT4SNcE8TPmB98pLeEEEKIQ2Zj2WOr44y/0/MqG+qNu1Igf85igjVBcBr4RrkeOEwJg3cTfkMqa55zHWfOYp7zPIcj4Xm7s+KJ2QdugheeTjJFCCHEcREW8vx7fziTf7PHwlzWUiNXMheyDbIP0V19u8e3V3ocCf5E1jdhzt3CorJWMzhoWboserpvD++n+3T2GoPYwsnhw1lelxBCCHFodHVJPliSXsmf89rZVRLhw2gZxmSCpsm1M7iqe/DUB8wTG8mC8IBZ+nSfovsyc7hndHl3AnZEtT9CCCEOn7xgj9bj3OQjj5C9irCmhrU5XNWVGiWt0KfaCadqpvxEG5pg45K2bgqXX13WKzmCg+NZMPFoXS9KCCGEOAr4d/3uUhqW5G70pPR0Sb5LVwnlOl7+MZ85ykfJ9wojhBKhbtJJVyJgYmGEcNVG5U54ad2Xk58a11qt0A6JFSGEEEfHyELIJ2wkdY7cjq7TwF91m8eXsQrhM4MisbW8a05k1bK93td18uxGUdKyLDymTYBniAQU9KCra8JUcY49zm58Viq7QezIxuSFEEKIgyLX1JSBaslKorvEBlnAx7ufRxPrnnZLjkIWDTxIEArdIxujheMbqb5h8qO04uLSp/qGzDtdAhdn99mEy6kySwghhLj0dJfSsH7nMzdGCKNtX9VdpHkCGzOHrrIPIXdkpGyyfuqGUTb0EM4PIR7Avgtf3rz1XLicB4F2sfiOCZSdKNl9uHr16rLHlIp9tfF+hBBCiMPn1F/Zu1qEV9yRCNj2A7iMufst7hK0QrcoOkyVpQYPeOqTbnwFgZIFU55k944YxKTM4uzOvHLlyu7D7vhOrJhMMSkjQ0UIIcSBs7364nPuhBZOy6oinNx1JkpPK2yYOnwmvuL29vxV9XSQcH4ZyxeMv61guHCp+0421FKQF8FEqR7ZmfecEEqkFUIIcezk9ftUtVHWqS3bK+jo2+w35BPgTIyKe/lzDqnk223UJWXrhX9kRhPgDxulPcirtaZwJk2WZbly5crVq1d3ny2+Y3Gf3UGkpyCvtvs+hRBCiINiJFC6C3A4EhbLri3Bl6MZazYGwhrflT4boiTIiFt66u6A/GE0cn5X1Ut+8oDwpXCO/WmKxDSKZaLsPu8+1H0AaPfVzZs3ZwfpKZIpQgghjosNk6CuU0TLejkfuSDdccKNugPaEa4n4pyMfGZXQCDus62xRioNsOTir+Bq5FvzzPkgxofguH79uv145cqVa9eumY+y+2DGCXQMElZ2RywMdEY1JoQQQlx6Rgt5OBJEzIbsCGeGZTWEirIhkW+EkbthmtHM+eRuQmtxnyNokaAw8IEjQVnTdA8Wz0qxcmKkoZjEMeVhPVFQgczxHTsf0R87EwkrRQghhDhC6rpl6mjtDyokr+5Zr+SvynjV706pK3F4TJ5ht+2b0a0N7k4vzIf1Ft8O1cJho0FTJ5aDgkxYJMZCjty4cQPBnStXrti3V/bsvjKhA5VTqaFc/MsTQgghDpjuOj2qcGF5MRIZwb044wT41kF/bOgJyIKcrRLUSXfCQXLVVGKdx8yTx7fNm7uYTWJ2yA6L7+w+7PSHlfPgHMtTafu+KdAxhtUno1xZhT9CCCGOkVFvDz4h/Nhd+7vjlPXSDlkwSiLp5mFkjyRbI6FFfZ5DvoTP5/G7SqX0AknV9wDC3XeaY/cnSnXsg3kkFuhBAAh6BdmyFieCuIG5gheuuI8QQojjovsLeljRw6rPMY5c65tFAD4EZ6KkqNDIsQg3ykIka6aNofKFlXJsR089upyv3c1tpzxMu1hOCVwTy5NFaU/wS3aX7D4jW9aUjR03K8XEjQ0uT0UIIcThE4RI12MoKW0ln8CjQbuEihgWMTnZZSQywn05DrV9ZlY8wQ4JD2sWCNyRPOesfjBgo25sbd9JtuxVi/1oygMmSvWqY4sEmadijoudjOgVixgWPeaySKkIIYQ4LjYMg3BOkC9IEQ3XhrBO1//YWG6DHClrzcE2TP52dNMw7GjOnBibJwnjBOOYgDANsfsRNT5oq18pDdZOtoLkRtv6mKAxRYI9fXaX7E7bnWzXoj5I0R8hhBDHSHexx5HsZLDg6MYjuudsyJQsIDYSabNlwgNmO4T/DAYPz5AFVtf7wY48UB45AZY74l/dgwQUWCzW4c3KfJCwYqXIFt8x6WPN31CiXFKfPSGEEOKQYYOkqyFGcR98yPYGvsqjbTgfo9O6eij/ifV7u/x4Yyajl4DxuTjIxATiOBaguXbtGmpzzB1BQAcbIEPQmCKxEeo+Q8VKhBAMQp7Kblg7J786IYQQ4vAZLeFMDvGwxNkesPvtSKlACnDX+UrN6flg9YqbfOu6bgjbnR6LkpwLXL3rSfMWbciBRbiHc1CQhmK1PCjbMY2Cc+xyUyHQJRYJshwXJLhYngrfRRsTCiGEODq6giOIhqAqcu7q9uBlcx9jvkU3+2SUPToyWqBd8sxLclwQx4HoqZR/g4wT+4rTYDkoA4Vh8RpTHpA11ZNUkI9imgMncI9a5NViMrBhbBDJFCGEEEdK1+TYkAjdDy21V9kQIvmEIErquhYaegLfZpmSJ8y3Dhfm0+CLmLzg5JLceA3aBVrEztwplevXryPoY6OhXYqdZli0yKZn9cm4yiaMW8PdOe2vUQghhDgUgsMxWunzwWBgdM/pGiH1tALgstYxbHUgCsPjBK2TBdNZHAi+EOEVkwvo1WZhGogSrii2GA1KdZBiwi1SrNgHj2PHYa7Y+Xa7tu65UqnvPqZ36hMJIYQQl57gQ4R1/SxHeCiYH1ASnH86yiOpgwa1eZJ8VSFp0p0J65jwmOHM4ibK5JjJYQIFT4E8WexjPK9BDiwMGO56AkMFsSE+B2krNgGuEjIxZDOcfVPos/31CiGEEAcKFnU2Lbplw3wJK4kcZ+HPXdGAvJCWOs8iwyObKPmONVF6GyhWjzTNtHexCY4dVmgDkWFuCoyQeb2VMeqTbRpoeI9qIBvT1AnyV3AC6oBMkbBqMX1jF+Z0ZiGEEOJgCSoBLkgZJ6YYo0Taut7XN4wQtE6+RU05s0FtcPuQUBAUzg+z4h85QRX9Tuo+BINCm+pVx9AiJkfYLzEtUvYZJHaC5ZRU78y2+2xbD3JKyuR7KXOPuN1nc1BMDNlXpkisYS7axEEMbf29CiGEEAcGr+7dVfDUg6wDuudvS5+zjLxxED+OOqHhtObb6CDPw4I7MDZC2iyEi/XFZ0OleuIITJTqWwlafomdbI1lMbKdaZpm8i0JUQpkSsjubkNVz26BxSJDRQghxJGCX9ZDeAVHutGcmhqQZFNkdDDLmjBstkxwZqM+93xyOAEmB9JlEJQxYYGYi6kK2CdsfqBUB0KHx+QqIRgnyGXhqmOTHbgdSpRxml1lKSx2/vXr13Ev7CJ023/VQgghxGWgKxFK8j+yUNjIfoUEQZClews+0g3WhOl1T+4KFPuRE2mt+he6xAwP5JEguRXyBUoFegLJtpbNiqJls0msR36j3icWskGEqHo8CJU+Nhp2JcSNkLaCGBCUEGZ7hr9YIYQQ4rDYkB1ZspipUMZlyXnYrq3Cn7k+qJAEybdmtbR9l5l2xpl9v0DEa5CGgoBOcEeQZss5s0hGgW6oFAPCvj8mfZBWYuPgK+gPzj6xQYLiQWl08YRiKRUhhBBHxKkKg490AzFBQCC20lI1smmFfIvuBx68pcqj7LWEP01tmJ+B6uId9i0KjM1rgaWBxFizNAo1f4OSQA4KskZM8ViVEB9EWq6FexAVspIiO9MSUxBmYnGD7F07zR5KubRCCCGOhTMueBuxm2yTcLiH1UY+ky8PVko+mSuS8gfWT5ApcC8gL9ggQcBl8qYpIeJTPeXWpAYPCHcEKbEcssGNQvkxUmrspsUDQ4vvTWh3xNxQtGxSJufrCCGEEEdNMEiylVIG2xSPQjZ58JYanxSyTPKF+V4GZtioJRqSTmy9tzPR1MROsG+LN3uFp2IOCm8EyHsQwkSBKQKr4+67756pcS1XOCOpBVrH5Ej1rXxm70gLR2f2zrbITWkq+RFCCCHKQFiUTRmxMUIOzZzl1qMzG+0XyBkn+BOt7pH0ev36dUgEW/5t/N1x1iLNd9tB1ginp+BaaA4WQxb9QeTIvkKfN9QeIyRkqSfBy0HezORN3pBRy2aVEEIIcRQETRBUSBl4J1gykdcJY2Nkn4Tw0FlUzpSav5X1rsiIiXBxLxI+QmFOpe4pHA8yyVLcUzFdwvEXiKFpvX8ybo0EW0iQ2ZvbQvQUb4BbPWcFDhAUDyJE0EaT7/VjubRn1HlCCCHE5aa71I0cFIMVTIi88AmjcVgGndEVgEzh29niXdxNMYmAWhgEU2ba5K+Q6OHADafNsl/C1/IlUCrwPKAtUHKMnBUbYfejSY2JanxwF5stkmfDcRzBraGuTn11QgghxOWmKzVGmiNHHM4S08HI07rt/VlcAY4rNdouh/NhZ+pkbwu5ORlIprl+/TrURtknrtqPEBNlX9HD5cTIbkHYCH7MQq30uc8sAjqcVGvSBIoK8R0OJ+HuFqXanYMJ25RwI2TDtEHPXyGEEOIAYXckhGa6J4cj+Zf7brgnjBzCN6fOsPhKz0KEE0oswhK8h0pNWexeCLtw5IWTP2ZKmEWBMaJIIf3WettbWAdJJyyh0BcfWEc4kyD4E/kuFt+ZKdkWRpFVJCGRRTJFCCHEMdL1S8KieMagw2gpndYFxt1FFx4MzAPkbcDwgCeBdd36l6CEZ6ZSYQiF4tIqFODA20A1ELQC/A9MYHcjsz2sHQvCT9hTsHl/fXaAFt9CyOQLzkToB4PgKTBzyB2otLMoPCGEEOJwqGvCV/znhkcSTtu+S3caWI+rN71FuKR45izntFrPNNQSmxooHripnqaK5FYklyCRhSWIbSgIeQF9g1gMh3vKvkEcZsI92ZDXYvOBKIFzg6+q93aDebN41/zmGzVzQm5d724thBBCHDLZNam0s2Cgbe44mEfOrslIxIShZt9nh9NaJ+p2z5mqWPJxmlUa201v3LjR1kXFECV5Vx00rTezBC6LfZ7W7ddm6p6yuxAdZu2+COLMXuDDggbvGeXKHLfC9CZP2kWVNSJZD+lvWwghhLi0tNPyZAsFfUZRoUJCB5klQdZ03ZRKTWknqpRh28MyPCqlxHKXkWndbRZZseZGwN7Yfd5pF1YtnJ6CadiYjfqtwUepXt7MPfL5T9x38o1+uDUtHhCfb968aSpnJ7Dsgykk+wAtBXGWZaIQQghx+GxEaviEjahNCOtwIkX1bFYeqlEzeE7smHx7v+I77ATXxNJgoT+wnJtXYZEUszQmh8uVOV8EgZ7qPWSLyyCcMK2rkaEbcBqCNeZ8nNBOyxb0gT+00yI8E9Neu4O4C+JHLHeQVVNppyEpFSGEEEfHRtKJAanR1RxlYJzkWBJntjZvGTd5zzToFZYFtnJjzV6oPywrEqzibGkgLjN5D1kO4rC/svhmgWUvkuDNoPY4eD8L9cVv1DsOXg6Hh6on3sIgqftyHsSbkDKMEM/sGx/inA2lKIQQQhwmYfHLpgiW56w5Ts04wecQ3OG6m+o1MtyHbabiHfZUkKmKcVAUA72CwA0yVW3AQgmw8Es4FQZhHQig6iVIpld2ggP5rbgQHg+qjiGbUA1kwayZWrxAZtkg3C4FX0E5cWKvlIoQQogjorvsYTU94/kI4nCGyshfsUW9UOEx/I/mLWIhICyIg0zVRtsXV0q5ta9Q6IsqX5Yv1VvTQgbVfUc4mCvIWrWRTZSwkWPXsuZoXi4E26Ou82zs0SwGZMrDNvdp1OYfveAgXGwcLmhq3rFGcR8hhBDHRUutTiEsstRovR753ThR9UpaBHc4ITQESvAnzoGLALcDzUVq2q8n1MVwRMkmDOnDebhQJGjgtnhHfGS9wN6A44L5sKnDjogNAm9m8sTbRk11kbVjCmb2nZZ5nvCcIIPw95WdLSGEEOKQCdKkqzzKwCPp/n5veoLPMYFSvXEI7ApzF2zNRo5qoRyR6jmzNixsEl7FscBPXgdkygApKXBBKlULz1TqbFOCmICQsnlC2UBA4C74045Ao5hkaSllGOMjeBQKoU/Wuzfbn/CBFPoRQghxdHQ1SjtDx45sw4Bp3b0e6zpW6+pt7NGJxBJLYVo0r+lFcGRZd0zhiM/iXdoQ06meu8o2jM0Ezfgn2ifIji+0SWGjJrYWi2FzpXqhEPJOuDTaRmCBAqFj73beFwEt1NAWMSOktkzrrRDtXmUgDYUQQohDA9KkmyR7lsubF+8UD69Ao3CAAxGZhfrZI3ATginWbRahHBsZFTE2moVpoAbaujMsR2T4vrgdln8chzIIlkzznNzZO/cjTgT5crLe0RDukc3K6n04+wSlQLgc6S+Lb0NoQ8Fk4pd2xr8dIYQQ4qDIUZ6N4E5IWIFSgRTA8j9RmTGsBfNOOCWFkz8Q9cDKzcqGPZXirVZYfKBnWtnX+MCMsQb50CK2Xw8sk8mLfVi4tHUnGIgwBG5YNrG5wgZSoX4w9hnRn4WaxdnOQYiF2QRsA6PmxcxncbmEEEKIQyAnw7I02TgzyBcswLAKFuoUMnk714W6sjZPLglOBiSI3QU5HEhTRVYp0k3QraT51n1WlVOpkwrUAIJEiCIt6219bIRtKYCb8hxQZ2RBHDNCWAPBKdnJo4l6xMH4QVSI3aMl7TokpSKEEEKsaKm5PvI/kIyCjA3YFex/oEvsTIUwkCwcoEE8hfUNLJlKVTxY6Rcvb0bpDYIsmDzPB9EZvjvGOYsImKkMB3m+kGjwVKpXF1sPlXndpsVMIy6NRlk1yxrIFIsNyVMRQghxjHQNle5yiKwRxCMaZYmGVAyuBLZluOwNA7YZWN+c+HaAC7Warfsd/qAzWPGgx9q8LlqGbAqLPTQTgjJwMm5p7YeuQnAKTgwybRslAsMf4r2X7TFn77aC+c/Uf6V5DjKUUFNZshBCiONhIweFz4GZgfANBIodsXAG+yW8x83iFcWzb8cze2EL0jWwfkN2IK1kos1uLMsE/U7g2Ri2kw6CSjBLJiql4bsg8+NWXxosmcWrlprnFCOo1KjgaKIUHLwH0y7m93BbW/sA9whJNhNVUd3G37kQQghxqajrmuSy9lc4e3ShHiGIeoTMULYokHthqgUOAUZbvGBnh+1oA7mDP5HFYuLAhMvJuhccx02QHcJLO+epQN/Y+bf6uuDTcN3QRL3sEPyCQDGpwXkwUF14ltn39GFZg7eKd6WgjxBCiKNju7QHKZy2dqLjiGVRYKe92bNKm5erLF7RU71Yd6LGJ/BCbA1G/AhluhAr9hUan8yUqYpYCcIos5fYzOvSYiSlwnHZDfIQ3hWkxuLNXa5fvw4xZDqJv4L7gslgzkHbmXxBT334QKaoTMQUNaUVQghxhECgwBVAkc5MrdUQkUFAB9kqrCqa94Gd113h27oA2IwNqJwT777KIoPTX5ClYXdE4/lgaWDAhUqNUOnDk3kILwq5NZPnz7LHg+AOvzEYMNB5eEUzFVRzCg7EDZ7RxFahAishhBDiiGi0Q7ItnGVfVoOMClgdEB9Ys63PB0QAqoVR6QP9gWhI8dZw0z6XBWoGOwxzruviWwCaNrL+K7i7XWjd4RAlMfsBiaj2XJjSQzYkFi8L4l2OkTgMHTZTVkrx3GH2dZCDglQbOD2L5x2feLM7ZOrMnif08P21CyGEEJeESq1UIRFCbgfnn6ICBau1ZXsgwGFJJ83LbczV2J2A3FiUw8BiwWLPEqd5w3uuOobawKY/bK7sjljRLystiLBlX3l0q8xUz4y7IHUGIS3EpCbaLRmfi6sW81EwFNc24148Jt6wZIoQQoijAL+as4liWoEzXmeqlIG9MflGfTgyew3LTDkli5fshrgPVEijVrZYhnE7FPg0b5oCLRVECaewcP+V3fEbN25wI5aHttLDTMKzcHAKER+8wJlKlznMZE6MvStk/iJBBy8B+TqNCprsuL2Hh/mfghBCCHFhaV65U2l3nnldYwxbAmmexXuzTpTiiqocW1kRr0F5DtZsRDcaAVuCdx6evPErSyKEQlgKBIMH+yRDM0E93Or7aV6kA/WAVwGnBJklkBQTtb/DK52owGdebxSAl4noFT8ysLur8EcIIcSBU73zPbJikfkRfr+HOuHf8vk4H8QCjA9IZ4EfgDWbrQ5oF75X6PSKxA6UBTUvouGiHrg+MITsWxv8Vl+RDVtpV2QcR24Ngjvs6yChh+czUVe34jIIKqeuW9zCMcKDqzhZCCHEsQAHhX0UyAjOuqi0mY4d4X4n169fh+mCS2Zvn8pOAAugsi+fKd6SxJZ8KAnEnqBpJu9OGyQLJAjbMHwhXJlbdVMw2+obILMRslAHXrwKji5BZHDWLTrmsV9y4g1tW2rNUryzHORg0Z7JQgghjoTJM1RmSisxG2AnCNDDA2EdOAELFfJAB9iyauU/M/UvCUmyZgmEoAaG5dRUqKL8I8qCeFZmZsyeZsvCBcbMqUrFpmf5sGaZoPoGs4Veaes2MGwjwVbpBm5YsrAuhL2EABl3UkF6za1Gr4QQQohLSYiPILWiUcN7CA6EOW7cuMGLKPdTwTqNzFNrqob0C6zojZJ2keeBBd4u4WJjiCEUJWG/nolKnVldLV5KA6kx+xZFGdMNcIYWT+aFFEO9Dx4WcN4MXJbdmNbLP+w4CB2GM1mfzRQsMzUGTcYRsTv6r0QIIYQ4F3I1MiTF5AmznAWCP0NuKT6gYYkt8BYewoDIIeUi4WWdLQsDhgfHfDia02j7GwCJs1A/ukaFMzzbQpsqW09btFrhx4FUQnkOhEv13QftXWEynHKLp54oWmSXIB1n8eRfiD9INBhXeJMPIR1YCCGEuGRU2sdnooLehWp9ObjDKsGuQggDjgLW0RCpad7jBHktvADfuHGDgynIP4W7Yyu6iZLdyWYwBB2DAAprL8ycS2/gbaDZCeQFN15jJwNWR6OGMYvvezyti5KsdSxuvVBwinVS8Zzi2bOSEXfj7YrsM79bPNo5/wMSQgghHlGQSFvcV8BizDXGWBex2ONzMA9wQljaTXmwAYM8kmld1GNrM8sOZO/yh4Xatjbvrsb5HwuVyQS7he0KbsuGCBEEGWJbkAVmvfAl/LDVm7Ph2uYde6GlIDuKB90MhL2gbGYHNgwLx0mhHyGEEMdA9V74iP4gIjP5lngntBnN7E3iORoyrxuWsCCYPOcDCgBL+EI1L/BIuF3bvE+FsQSXmfJMp3U2Lq6daZ8gLs/hYBM8j5s3b1Zq+gL1Y09UvdM/kn8X7xXLFggbSOjhBjcIE8aN8N54YifeVh8vf/LoVU2bMkIUnvc/HCGEEOKRZ6L0FA738K/yiNqYA4FlFQcR6UA5MVsLHJpZqPTmhPbEsVtb2imu5QYtcG4QxzGVUKk9HZ5lorZ1JmhChTPnhSye1WuihOMsIUtm9pomvt1Mre2as3uQoFcm34SI7Rb4KJgexIrt52zPiP0HcNMT36PgfP/xCCGEEI84zTvSZmmCpXdZb5KMVdOExUw5Jbtv77777uJtUbCbD5qILOtKGVMDJ9SSlWuIsKjzrJpv34OIVfMiZE4+hd+DzF/WFpwJyyVCk+eaQOgE9whGywk1wK0OBNxC7ez4/cy++zGkIQye2RNpd7rEwkym/2bfo2CijJ/q+wkIIYQQhwy7KSgJRkoKHAKoE+SahEAMlA2yR4O+CRsQIgMD7gt8DrgpsEMmqsgFtpbPlMYLYcHmEBJaoQkgL4LawAcEgxZq2gb9NHmCLebPHVZg1cy+kzNsJA76wOPh4NRCzVRCEq7Nwf5qILCUSyuEEOLAqYSlibCHETItKnVTRcgGG9zAlkCGhy3M7LWYFwIFg1WZ5QjSWaq3m7M7YlHPl5hKsBZzvMzbCfAqEFKBOQEtggtRWFSphQknzHbjQW1d98QThmME8YS7m/Jg6dYoRbd50xoubEYMDkJNCCGEOFiq7/LDMY6JEi84MQLlstABQTFMVPyC09iMadTyBPYMr9zQQDs1M3uGykLt9mGrNC8vQgyFpQ+bE8VjQ1A/bMkgFMXPVb31C2I3ePZGQLfx2xv5NCyGJipWQg6vKa0T2sPILtnN36Qb+sXZY+5OPud/PUIIIcQdAIZK+HXfVlmsjojv4Hf6mUp1ECjhFFos8yfrhmyTJ6CgZGamSpm67iiPsl6eAMIxPJ9KHWNtemZXsDmBDFw8lAVuJioygqSA5ILO4FyWEBfjR0AoB5qpUrtbuyNMF/tQvPbK7mVCbaHKKegbDhWd978dIYQQ4hHGFtqy7+dRfNMfxG6qb+2LGEeQC6YP0IkEazaHfuxbLMO89tuCzdGTUBSDEh5ktLCf0dY5K6whggWyW/j5LihmXryvHZc3sxgyuWCJJjYIknZZFWGTgRPfShoPAgsE2gVF2ifrDYDgozRvUgeDh8+fvOpHSkUIIcTh03xn40Z1ufYnVlxbgy0FZPFGI7Z22kEoAzgZWJX5A/yDbL1YCS5OxkrMtgTycxEnmnzT5smjTmjeX737yOSpr+j10jwOBSWEZ1+8L+1ESbj4sDu4uxcsHzaKKtUoLVTUE0wgdEZB/KtSR+DJy6NmaqMXJODi1dFFmycLIYQ4BrCUtnUXV/yWbx+47xlrCPgKJhegbGbKTg3xC4vmmEth6mS3fmOz5cX7ySK6wR6J/cidYeFVsPrB6t6o8hnWBXs5EDRIDcGFiPWwucIBLDtt8VazjWJS9ibZmIG/wjdlPQSvBUVV0EwYAYVCTVsSCiGEOAY4tsIlNoUEAeecciBmonJiqJC2roVBMinKdCcqolmoX8tEW9g0z8Moe/PArrpx4waWbURYGnWp5zrkRiGn5tsyl31Uix8KwsU0QaMtEk+8lb5dAj8J8RpMDM/LzzVTxjELOPTYnSnOxXKQ37P9RWAyeOTJ65PP9x+PEEII8YiDXFqU/GBx5d1z8Nt/ozQU+BbzOq92SS1AuGUIpEmjzYO4CsaSXis1e63rBq8zFfs07/6CJbzsNRbybCBHgqrAQXR9Zbljog22EPsfM2W5wozBqzAVAkPI5oYZFu9py+92pqInu4U5TKidtmFv3ryJwaVRhBBCHD4o9kG7EeRbhHDPtG5+zzmw8zoHxRRJca2A4ttl3QdlovSUII9gNnBaxrxO6Z09cQR3YY8EcmH3425159naY7IMmr2wuXmiK/TKTOkplTqywBPiWFjZSxCk2li1FMsy5Nsa1Ru+IZZklslMPWphROHV8YDn/K9HCCGEuAPMngjCi+5MmSJQBhYc4d/y4Zog/sK5KSxEmJma9HNeKhQGpNKJ7yi0UL9XCBSEYBbP/LWSGQyIO06070+jzrNsw3AEyh4WDgdiQLgWdgjeA9qfsAKDj4IY0OzlxyfeoQ5pKLzXz5I2B0C58hWnqeRHCCHEwcNr+USNQybfmxeCA6oFgZiF6orx6761SrMjZjNMVCIExTBRnzSIA8gdqA2YHye+9aCdaROrtPcQR5rsA2/jh8SXZb29Ij8dSx+zKxCX2U3D8mPw7UIJv7BYIPJYLWF8NqhOvBm/jWn7F/Kwk5f/BJWGd1i10Y8QQoiDB4kOMBXQxqN4Li0WV/gHZb+EY82GhlioIwi+QpgDcmFa1wlP64wTzvZAHKpRF1oMDmnVqP+KXYLATaNubxZD4SYldd3HFhGinSjhvBnYJAtt3QwNAeGCCdiEzXeZKDoGUNqzULkQZJCJsyBNuFFNoeY3QgghxIHD6/S8zhdhu6LS/sOompkpx3amFBMIAvZOdsu/BTsQEDmh/YQnKgUq+zqXRm3oEDBCGzes4pBHjbaAxqwgsMwsgWWCNNtGzVQwYNunhvBQmAB23sFkoJl280QxM9QSkpRNuOCSu+++G48MBwWC5sThtrwmZWCAne8/GyGEEOJOwKkbbFTwmo11lFNi+SDWVzMtWBxM3gGFwyJW1MOppifU5hUdUxYqqIHjYiqHi4/YuWG1gRjQRInAC6UAIy6D58K0oQYwjXmdMYO3xK6M3X0nyEzQIJpjSsheOBdpL151zOVFyF+B2sOR3cgsU1T4I4QQ4ljAMsxOBvsrC/Uvad6bZKYyXWiR3XFzCxAMQnKJNTKZqMsqRmjUYp/9A056hfjAlLC6w+bBPJtvJMRpv3BZOPQDOTXRToE2Ztl7JAv1euHgFO9ehAATWqSwHzNRo5QTb6YyeRYOB5ImChWhdwvkGnwjaRQhhBCHj612YSG0FXQnNazMZKKwDtZI+AcmTdBEH5pjN0jZKxKES2bfY/nEW6GEkEel7YIxPqRGpVatsHPKXkbwrODK4DOiS7gd+rZBvljW7Qm1w7eT2UGBXsHrwsxZ5M1eG9Wo+gnSx7QUqnvs1qzA8CpgVjVPr+EwWfM6pnP+BySEEEI80kzeHi2YHIuX2lpf/EbJoVhQT6jZvMmRsJRi8UZD1ealQEg4xao/7/NXJspLveJbK3NiqQkIyxQ5ocb2MCS4s5ydc+PGDdw0mxONyoxNBnE8y2yVhcAJjVKMYR1xuGemrB3MHzEviw2d7PdJDu19IUQQF6veBI8doPP9lyOEEELcCcIv/ZzMAQ/DVAjSS1Hry23WJiroZbOBwzGL57EiOoPU1IUyZDnowyPkH6F+bKdAlkQWN4ECYz3E1gU0mckmdCuZfCNDPDJLDVg1EDcQc1AqyC9BVs3kldUT5S/zm2m+1xJeOz9pMI3O+x+OEEII8chjv5dj7UeUZPZczpnak1gAAkYCSo6x0OJP+DEsCJAdwom07DrAcUG6CYuMsLUhJAuUx+5BuJ4Ix+2+xRNxcIuT9T47J7SzD7JqKu0dyEaOTQwlOVAquByv0Xq12e1YjU3eqXamBCCEhJCKy6+6eJxOSkUIIcSxwHqCF/iFWrQhVSLYJOYoYHXHoss5IhNVHWPdRROzUK2DKE/z3XBwl+JuDaI2Za9LLNrCiS8Tta0zVTR7/xU2RRCyadRlbqZcHIgkGCSmS6DM8PmEOuQ2r42avNwJI3CuDLrp43JkvZiVwm+YS7gb7dp43v92hBBCiEcS/JoOWQBnBZrjJG3Lx/kTnNk6UXaIuS9YjBHumb0kGH3bIFD47lyGg1KgmRqlYNjmqTAhogTrAqc1ypZFgRLSXCo1veX2bjMVCcPw4A8hJsVKDoIGI/CEp332D14mS0NTKkgiRi1V8a2ObPDz/ucjhBBCPMJw3KGuG7nCDMBv9lh9sSTDTsDifUJN3liXLFSljB/ZbrEVGqEQSAE7XvbVPfBRkNDK/g30ykTZsnay5Z0gpwTmit3dzoHvgkFgtFiV0Am1Y4EJtLvWXB88IBsqFifiDZJsWDTjRxYOHq15kgpGWBybMJye8/x3I4QQQtwB+Jdy2B7cy2SmHFv8Wo+V2JwJtjRwJjboYR8CV+E0jmIsno07UceRhRq+sYnCiSN2C5gTiPugAYllAaNRPUdq0DqFbY9G2wjAFMEehDBdTqh3HKwXpN8ipwdBHzZ4Zko0QVmTiRKOH+FVn1BvPUV8hBBCHAuNWoeFsAUsihNv8V5czeAEXAIfAv3cEFKZqGIlBIAmqsfB8m+T4XofI++5szvtxo0bZa+32HKYqMstUlVC+Q9qknEJJBHXUXMQh6M5k2eZsPJgSbFQq34Ed3DfhfrUsTmE+XC9T/HNFxHxwVtS9EcIIcSBg7yHkDxxsu4txoGeSjv+cEhopmQXjIM0W1gIsG2gDDjbw4SC+TGT98DFkl/cbsEazwkiGMGayzXv/YqEWagBPpkDOpBHfCRkuiD/d1qnp7DmOKHuMuy+QNW1dbESyrNZ9Ey0q5FNDEXRTRkqQgghjgHoDwvWYPVdKGeWF9HFkz1RStPWRT0hqIGlHU4Gbgono3lmRqWOLJBHcC+gFZCuy2cuVBTNYR0eJ1gsy7pNS3BH+HGQcrukBGGEYzD+vE6R4ftaZGeinY9gveAF7g5aBTiuwt8OfCn2VIQQQohDBoslMkX4F3oDOsNOQCt3ziOxEUI8hZUNeqBB9NiSHMI0XLbTaPviti8vwiQtwNS8T/8Jbc1zknYNbNSQrewtGdsUsFIPWQwOsWK3LvtUWVgmKBSyl4CTizeuxY9cKsWZOngnxWutOZ4VuqoEl8WGKr6btBBCCHEU8HI+UxYtKwaUyFryBHyIaV2bE1ZlGAAzlflgJUbuC4QFFnIOFRXXFvB47Ba7I7bA5y0As5eD1BA85uS7D9o5Nk8EYviFINRi+qZRdxP4PTCWZtpRiE0dfMu+C6YxpeQVgw2qyYNus9cHCSGEEAcOB2jwuzuKaSfPLWW3oFLHVQ5tNGo/b1YE/I/QaW32RNqytyssCIJBOFlkWTdPQ67GDqvxMTfCklqwzLN5w5GsrpSxMdE0FtOwl2BiCFXNMI1QpwN9AzvEjtjuSJW6tAEYSLtz+AFnalqzUJWTTWP2iJIlNU/a6EcIIcTBEypHsPoigLJ4VS3MA4tZmLyApEDEhG2Dhap/K3Wjxwm8JJ9Q63pbkhFbQV9XpIbAQVnW2biwOpB5ilgSUlKsBhguEYQC0kdMqM1Ub1xpt2fedXn3GS+NnZKggcz84NRgnI9hMYiNjCwcDpbNVPzcqFZLCCGEOGQadWfn3JG636q3UTotZAonczTPby0eQsIgyFqFjMCFnKpity77jA0MiNEgRDg71VI0oJNQGmMLOeyHibbpgfqBbIL2gi6BrOGNmllYLN7y3zQTt4ab1ym0jdr7Ns+kwRtYvAR6oR5ukGI8DUxsoe77xfe7FkIIIQ4ZpHCWvUpYqDvtCTWTZdcB6gFps5VqlSeqfDExgfoUHEQgJgdTEDnCILhwXm98WGmTZNwXs51px6ITb3Yy79NjOctkpv4o0Ct1vZXgQpVBJ95oHxIHKg3+DUfE7NGmdXV08x2Ldl/duHHDTuCmcGylmP2DvxpIOiGEEOLwQewgKA94A7YGc36oLfllb2Zw5AI/WjlM8Q5skCCwEDgAhMyPifqRTN51ftq3mp3WOSVwNSbK1bUx50Fu77JuX7sb+ebNmxNtFwCRBIWEaBRUUXCJgiRa1t1W4KOwrkKUij0VTBKpynjVizeDgY488cY20EDn++9HCCGEeGTBb/wA+RzIfi2+Ru70h4UwqjeBtbXZxsFKzyv6iXejZ5thoQKfqdeDxBZjLO0IkXCNj+mnE+rvAsOmeUM53s8ZeS1wUxBAgc6ARNjJI3aVEOLhpBYoPI7vQA9V2onQjuDl7AYvZF+deOO72Qt5JirqxnaPeFcwdc7z340QQghxJ4EtYWER/ELPS6bFcbCWn1DPNHwLy6RQhunJuqnrRLv22ELOYR2s9Dw+2yGVGrOeUMc2hI0gKThqM1FODDwh69vGSb7BkoGvAwk1rwu2oRhYhzXPC+Z8msn3hWZLqXlhEX5slC3UPC/YHsTShvDUTX1phRBCHANYIBfqT9+o+wjWzuBzLNRfFWoD6yiyT6Z1RxOMg0YmJ9QV7cSLhCELWM1A8cDsga1S066BiMvYhHl15+gMjA1EuGAaTZT8C/sHpdcmYjBDaBRcXmlXAXsEBHo4UIXQT3G9yH8ddgk3mJmpiuq8/+0IIYQQjzAI/djKvVsRzVNBLIaDF1hTG5Uiz1SFy2YDlmQuOcYqjv324KagLSzGn6j0BtIEkSlMhoMvxb2NiTZD5qWdO98HBdO8gz7Hoez9LN4jrnlHE3g5OJkzcqBF8A5ZfxTXgohAcfLvCe1NDfli90JNdVNlshBCiCOBrYWyj91wdQmCLNM6RZSdEizJxStZZuo5y41uDfgibDZAXkzep4TDRhANSIsxWcOprHAskAtSvbgaISRWBifUGMbmyQEp6BXTLvYt+stBkFmCzkIFyRMVTldq9Va8xz+MKNyCtRReKUepJspinj35VzJFCCHEsYBf05dUyQLJgoN2/uJMVFyD6AmCLLO3aoWY4CQMLL28SNtxO2d3L6v6KftlHgbJ4uUwSDiFwKreQ5ZVEXQPHA6+++y7CFk0x0TJTIm0k/diWbzRbaN+MLPX4ECasCSaqa4Y6g20dVYvv2o8BWJh2HjIbn2u/2SEEEKIOwuX2FTaqG+hjNrJ25FhQa3ehQXmxEx1N5A7OHmh5NbZE2AXqtPByI26pUG4hGV+d+TGjRu2N6EdgeJhDTF50Idb7MPXwTNOnkGMk+G7IETFMSxMDw6H2TxsF01uRCEjh7XLQmnCHNDBq17WuT78Y9nrxfP+VyOEEEI8ksAbsPWyeGdYzvrkgEjxVrBWfsLXwhexBqyzb+Nnl4R9jFFhG2qYEb4J0gHpJmyoLJT1wiVCNmzzkhnLhqnUbo5VFBc3wbTA4+DpzHGBUGMhxXkqcIPKPojGN53WGwuwPYPQD9QYJo+IEttRkzrSCiGEOAaQ4GnLZ/EMFY5WzF7qAn9iocTPmdIyEP7g1imQHTY4WpsgN5YTWmfKiYHXAhlh8R3OBeETZtqC2Iay3f7YxoBIgiywKfG3EEN8F1zYqLgaYqh47MwMlULdfifanAjPOK/3A1qoArlRFxm4R7M351VWihBCiOMCK1/1bqeQKW2d9cm/+mOJtXWUDYnJ01Txoa573aLR6kxZIwiL2HEInRPfFZmDR6GAuVEu8EyZNBOlpFTaxgiKpOxdH1YkFu7Bq0A4ZvbyYARfLIWWQ0IoRcZL462Yofw4IHVCPXknz5Y98Q2l8VcjgSKEEOJ4abTpDEc6OFQBe8DWUS70xUq/eNNYjlAs1GANtgcEDfYMmtcJLrBwEEiyQaB+cCEmgGQO7t8KLYUxOXgEOwQxJuTl4IlgeMDpgb+CRnBWqNw83xYPyDeFcYWvsKMQixUMgvPt70gyRQghxJFSaZcfLORwNaAMUCLbKHnFDiKygyRQ5ItAfxQ3bBAfga+w0HbHyBFZvAqGQy0nvpMwAjGc0oFpF/c5rMLZ4jLc4gVPh8ybRiXK03rvwN213HS/URO8mXJK7MJCTXsnLz7CY0IDcSpxW2eiwL46x38SQgghxAWCf33nmAtnVDTP37QjZZ8bC2XDcZaZQkJYj2FvwL1ABS/EwUwJJVBL0A3mQFhkZPHW+Kw57LRG6SMQH5ACnF07E432CarUwh+iAWGd4kLkxo0bM2W8zhRaQleVeR3A4kdbKF+4ePLy5Nm+5/vvQQghhLhYVOoFgiQMjsWYJuCUC+4cb1EYNgmm9Q6CyPmotMMfIjhWOgRnBXElqzcOfg8ECmsdNm9QbYTgVPNkWPNFivd4hcOBy8s+1bd42grLl4VyhxEAwh05fGN/Qk4175NrT4T5wIlhaaL4jhBCCBGp1NadkzAWr5ut3nJ+ocrk5k1suepnosa1VuLLEgQhEuR/TJRHghEqNYiDAWP3Yu8HKsTOwe0mryFCGKVRrgwsEPgZpo24cBqzqtQ3ttImiIjjhP0FOZuHxd9M/e6gitiwKdIoQgghxAiWFxzNQb4qckFgLYQOK5y/Yr4Fl/Ag9tEohxQ2zEJtam2ouu96gkyUibI6QnIJlATKiMpeSMGYsa+wuSBHtWDVQFjAR2GtNntaLgqM7Su0WuFQ0RVnomojPAJUC16mfTjvv38hhBDiAlMJqBBkd46usjUbPgGHjSbfVA9SxtqyIVxiYSOUF3FWB0JLNgfrZw81YPLIFnjkoyDIcrLeD4hTd9m5wWmzJ9Oc0AY6Nr3mjUws/MT+CpKFWT/BoWExN1F/OUwDoxWZKEIIIcSp4Dd7UxjXrl1Dv7JTQZhjopxThFEgJir1L0EcxxJT4Gpw8qypFsspQfBoohYjForCNofV29pCJMEWwhw4pzUEXyBK7FvuJAvxgZsixyU8DnyXad1RBhIQySsb4k8IIYQQERgbyCA5+7VYd9FhFlm3CNOYfdI853RZ93vFHc3GwDimDziiBDAyyw7oDL7KHi0kjnAxkbVpgdUB1cKZLhiHIzh2PiqJJqozCiXQzVN5hBBCCPFQaNSv/ZaCEW2dP8v1NRANzXNdEYuxyE7oyQZDxT4g3LPQ9nso64XhgTmYylnWVdMwiiBxUEWM48gLxggsjKBU+BGKl/As3v1lWXexQ1hH3okQQgjx8NAeUoN2hDmmdUopy5fF+7bN1MoMqbiLt75FHgmkA05efBMcuB0IteCmjUqWbHDkjnD4afF9nmHnYFdFng9iNya2UBbEsRs+zXRV8W4ouMXD/tckhBBCHB0PufCkrZuYndDGNxwK4QQRhHUsD2bed3ibveXrRBmvC3WT48Ljed0jjrdE5g8cpmGnB0fQ4pZrjqB4JtrtCFKprmuecT6OFN+LQAghhBDnT/PeaycOp2hMlNZaqIUa3AuO4HAZMEsEuBoYk+NHaDpn0sfG4UASElk4odVauk1UQ4SklqCEQgOV2TvCQehMntADR0qFPEIIIcSFoHkZi0VPdkLhxo0b7KaYnjDvhEXA9evXIWhQQgy90mgHY4R14KYg+pOTW3Hh5NmvC3V4Q/EON/VH1gsGn2j7HlgvSJ1BFGnyMuPiCSvn/JchhBBCHCQP2QCotA+f1Qwj7wQptM2bvyHis3gfOVxr2w5DgiCVxM45oa0HOc4CDQHfBRolWzLYmBBhnUYFz/YGIFYqdZVtXvmM6BgOwp55OP8yhBBCCPGwsPhGx6jQQQwIxgNrBdYTyLHF5jtcmzOllvPFu8dCgpz4fs5IgEU2DD7P1AcW+bnBhkFyCcRKow5yHI0KUkkCRQghhLi4YLGv+86tyKVdaAM/bpUWlAH3F8GfSAeB74KO9cWdDNMQZW/noLRn8V2E4HkgqIQ8Es54hVmCydhp1jzXDBhUI8/UNEWI8+FBIYQQQogLiWSKEEIIIS4okilCCCGEuKBIpgghhBDignLeqTFCCCGEEGfkLZxH7fl1zls6j3beynmM89bOY53H7Xm8c5fzBOdtnCc6T3Le1nnynrdz3t55ivMOzlOdd3Se5jx9zzs57+w8w3kX512dZzrv5ry78x7Oezrvtee9nfdx3tf59c6znPdzfoPz/nt+o/MBzgc6z3Y+yPlNzgc7H7LnNzu/xfmtzm9zPtT57c5znA/b8zucDyd+557f5XyE81znI52Pcn6389HOx+z5WOf3OL/X+Tjn9zm/3/kDzh/c8/HOJzj/h/OHnE90/rDzSc4n7/kU5484f9T5Y84fd/6E86nOn3Q+zflTzqfv+dPOZzif6fyfzmc5f8b5s85n7/kc53OdP+d8nvPnner8Becv7vlLzv/l/N/O5ztf4Hyh85edv7Lnrzp/zfnrzhc5X+z8DedLnC91/qbzt5wv2/O3nb/jfLmDytuvcP6u8/ecr9zz953nOf/A+SrnHzr/yPl/nH+85584X+2gZ+vXOP/U+Vrn65x/tuefE893vn7PNziz843Ov3D+pfOvnH/t/Js9/9ZBx7Zvcv5f55udf+d8i/P/7UE73X/v/AfnW53/6Hybc8X59j3/yfkO5z87V50XON/pfJdzzflu578437PnuvNC53udG873OS9ybjr/dc/3O3c7P+D8N+cHnR9yfth58Z7/7vwP50ecH3X+p/Njzo87P7HnJ52fcv6X89POzzg/6/xv5+ecn3d+Yc9LnJc6v+i8zPkl55edX3FevucVziudVzmvdl7jvNb5Ved1e17v3OO8wbnXuc95o3O/88AeyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFMkUyRTJFCGEEEKIi8WDh4ue7vKip7u8HPDTHfCjPainu8wc+NOd9wQeQQ78b05Pd2nR011SDvjRHtTTXWYO/OnOewKPIAf+N6enu7To6S4pB/xoD+rpLjMH/nTnPQEhhBBCiD6SKUIIIYS4oEimCCGEEOKCIpkihBBCiAuKZIoQQgghLiiSKUIIIYS4oEimCCGEEOKCIpkihBBCiAuKZIoQQgghLiiXRqY88Mrve96nfNDT73rsE975N3/qV//Aa279nDf+xD967hPf4jEf+3W/9MCbj7zmB77m05/zbm/71m/12Ld77+f+uX/1P+95hJ/hbJzhSe/5vud98kd84Ls+8dG/7mmf9R1vSF/nJ704nP509//v5bN/x/s94+0e/1aPeeIzPvgPf9nVl96/efwicfrTvfZffcJb855av+6Zn/fd977pi1P+Ti8YZ5ntK77+9/3aoz7qqZ/x7Rf+qfpchn94t8drX/wNn/uR7/OUxz3m8e/wPh/5d77v3vOez20y+Mf5uv/2dX/m9/6md3nSYx79uHd41kf/hX9zQf5/f4uc9hQX+X/+D5nLIlNedeUzn/mOH/u8u19xz6+86Muf+5T3+rzv+tVbO+f+n/v6j3//3/7b3/Px+Pu777998Qc87ll/9uRnXvfG1/7k8qfe+wkf/g9+6gL8/+csT/qGH/qmf/j8kxd8zR95p3fKi0R+0gvEGZ7ugVf+6Atf+OL/9ZJfecUv//SNf/KJz3zHP/Ytr9o6foE4y9/d/ffe47ubv/RffuJT3u1zv+v1++Obf6cXjrPMdidT3uZj/+kv+E7u912A/7geEpfgH97tcP8v/OtPesa7fNyXf/uPvOSXX/qTN//T9/70G897SrdJ/x/nAy//tvaFX/2tN3/s51/60y+cPuU9Hv/sL/mhy/ekpzzFhf6f/0PnksiU137LH3vKe/6F77F/cve84LPf9Wmf/m2vv4VzHvilb/4Tv/Hj/9nVL/vNd+Hv7w3f9ulPffc//1/sV4c3XP0z7/yMP/uC818ezvKkb+be7/ycd0mLRO9JLw638HRv4r6Xfcefe9bjPvyrfub+sx0/Z27t6R542fwHnvy+n7/+3bX7d3ph2Z7tTqY88eOe//KL9m/wdrig//Buh/t+8Is+4O0//htfdkh/TXs2/3He94Nf/AF3/f5veOUdntPDTHyKi/0//9vgcsiUN/6PL/vguz7u619hPz3w0q/53Xd96N/7yfvPes4Dr/yOz/6A5z7vx97wo3+H//5ec/2LnvOhn/3vf+b19//qT33Tp7/vMz/t5FfO/W/2LE/qdP47HDzpReHMT3fv9S989tPe4cmPf8u3eNx7f9ryc/efdvxCcCt/d28KJXz1R73NB/6N8AvdgcmUx77tM97zGU9/12d92B/5km/96cscS7jQ//Buhwde8tUfddeHfMZf++Mf8s5vc9eT3/3DPvOf//Brz3tODw9b/zjv/7mv/T1v9/5/7e777vSkHlbCU1zw//nfDpdDptx38wt//RM+6Zs8Cveaf/nxd31A/B/8+Jxf/d4v+E2/5Yu//54H37j++3vgV1749//Qez/uLR71qEe9xeOf9Znf/HMXwAI8y5M6+b/D0ZNeFM7+dPe++mUv+bmfeNHyNz/7L/6zH3zN6ccvArfyd/fg/T/xlc95wof+3R8PXx+STLnnxf/xX3/Hf/3Rn/yx7//Wr/iEd3/C+//l77uUyQDGRf6Hdzu88Ue+7IMf/agn/64vvfYLr3v9z//nz/+QJ/76z//eS/LPb5vxP87X/dDzPuqdnvU5/+lyG33xKS76//xvh8shU27HTbn3h/7Wh/7Gz/vON/2fZfX398ArvvmPvuM7fHT73l+85/7X/8J3f8nvfNqz//rNc//v83bclNGTXhxuzW94E2/4rs99jw/86z+QfusZHT9PbuXp3vjiL/2gt3nuP/7Z+O0hyRTigZf/i49/0vt+wYsu1N/XQ+Ii/sO7He7/2a/68Me83af+ewtOPvDy53/cXc/+kh++AL+w3TaDf5z3/OjXfsK7vccnfcNPXGZzLz/Fxf+f/+1wOWTKPur/Xn/phfZ3cs93fs4zB7kp+Zw3mZqPfdyTn7rn7Z/w6Ec95olPfa/P+fY3WFzvD3zjm5PhHnjJ9FF3/bav+PFzd3PP8qRvJvx3OHzSC8QtPJ3xhu/8nHd90h/9lvRr+Oj4uXL2p7v35hc+621/3/N/Mf2f5EBlyoOv/rd/+G3f01/NZeZC/sO7Hd6UlfeUP/kfXKZ8/UHLlDf82PM/8d2f+Qe/5kcu9d9f5ykuw//8b4NLIlP2NRRP//3/+MWvue9VP/CVH/1U1FD86ou+9gu/4tssVtw/5/7XvfylLzF+/nv+yrMf/xF//3+89JVv+vt99cmnPu2pH/uVN3/5vgfv/cXrf/N3Pflpf+pbL0BY9ixP+uAD973hnte/+ts/6xlP/4z/+KrX3/OG+9603g2f9AJx+tM98Irvmb/2yg/81Mte9aqX/PC3fMFznvykj/man904fpE409/djnuufd67P+WT/u3adO7+nV5YBrOlv8dXf/+/+zff/SM///JXv/J/v+j5n/4b7nqPz33BBfjP69a5DP/wbofXf+/nv987Pvdvv/Blb7j3F7/rr/zWJz3rC25c9tWt/4/z3p/6xk95j6d/5Fe86OVvLj679zKqscFTXIb/+T90LotMefCBV9543ic/+2l3PfYJ7/Qhf+Kf3P3m6PADv/R1H/v49/ur33/fxjm/RsxNedm1L//kD3nGEx/71o990pv6IbzgFy/E/3zO8KT3ff9ffb+3/LXeG2/5PtFOv7i+36lP98CrvvNLP+6Dnvl2j3v0ox/39u/5nD/+5S94ieVBD45fKM7yr/TBB1/7bX/6nZ/+af9h/e/z1L/TC8Vgtvz3+Ipv/8sf8ax3etJbP/rRd73jb/iYP/+N/z0XZ18KLsU/vNvidS9+/mc+512f+NaPfdt3+x2f9fWX9e/p1+j/43zjj3/Fb300tyx6qw973v+6dH+TZ3iKi/s//4fMpZEpQgghhDg2JFOEEEIIcUGRTBFCCCHEBeX/B4n9rjEeKm6dAAAAAElFTkSuQmCC"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 13858_evt.holes -scale log -bin factor 8 -saveimage png ds9_ex19.png -quit \n",
    "display < ds9_ex19.png "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [],
   "source": [
    "dmextract 13858_evt.holes'[ccd_id=7][bin time=::259.28]' bkg_lc op=ltc1 clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cat << EOM > mpl_ex19.py \n",
    "import matplotlib.pylab as plt\n",
    "from pycrates import read_file\n",
    "\n",
    "tab =read_file(\"bkg_lc[cols dt,count_rate]\")\n",
    "x = tab.get_column(\"dt\").values\n",
    "y = tab.get_column(\"count_rate\").values\n",
    "plt.plot(x,y, drawstyle=\"steps\")\n",
    "plt.xlabel(\"delta time\")\n",
    "plt.ylabel(\"count_rate\")\n",
    "plt.savefig(\"example19.png\")\n",
    "\n",
    "EOM\n",
    "\n",
    "python mpl_ex19.py\n",
    "display < example19.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Parameters used to clean the lightcurve are:\n",
      "  script version = 28 August 2020\n",
      "  mean           = None\n",
      "  clip           = 3\n",
      "  scale          = 1.2\n",
      "  minfrac        = 0.1\n",
      "  outfile        = bkg_lc_flare\n",
      "  plot           = True\n",
      "  rateaxis       = y\n",
      "  color          = lime\n",
      "  pattern        = solid\n",
      "  pattern color  = red\n",
      "\n",
      "Total number of bins in lightcurve   = 69\n",
      "Max length of one bin                = 255.892 s\n",
      "Num. bins with a smaller exp. time   = 2\n",
      "Num. bins with exp. time = 0         = 10\n",
      "Number of bins with a rate of 0 ct/s = 10\n",
      "\n",
      "Calculated an initial mean (sigma-clipped) rate of 3.22786 ct/s\n",
      "Lightcurve limits use a scale factor of 1.2 about this mean\n",
      "Filtering lightcurve between rates of 2.68988 and 3.87343 ct/s\n",
      "Number of good time bins = 58\n",
      "Rate filter:  2.689879793095042 <= count_rate < 3.8734269020568606 \n",
      "Mean level of filtered lightcurve = 3.2278557517140505 ct/s\n",
      "\n",
      "GTI limits calculated using a count-rate filter:\n",
      "  (count_rate>2.689879793095042 && count_rate<3.8734269020568606)\n",
      "\n",
      "The corresponding times are:\n",
      "  ((time >= 456520530.16714) && (time < 456531160.64713997)) ; 10.29 ksec, bin 1\n",
      "  ((time >= 456531419.92714) && (time < 456535827.68714)) ; 4.32 ksec, bin 2\n",
      "\n",
      "  Exposure time of lightcurve = 14.87 ks\n",
      "  Filtered exposure time      = 14.62 ks\n",
      "  DTCOR value                 = 0.986934\n",
      "\n",
      "Creating GTI file\n",
      "Created: bkg_lc_flare\n",
      "Light curve cleaned using the lc_clean routine.\n",
      "Created: bkg_lc_flare.png\n"
     ]
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "deflare bkg_lc bkg_lc_flare method=clean save=\"bkg_lc_flare.png\"\n",
    "\n",
    "#convert bkg_lc_flare.ps -trim bkg_lc_flare.png\n",
    "display < bkg_lc_flare.png"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [],
   "source": [
    "dmcopy 13858/repro/acisf13858_repro_evt2.fits\"[@bkg_lc_flare]\" 13858_deflare.evt clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "134015  \n",
      "131495  \n"
     ]
    }
   ],
   "source": [
    "dmlist 13858/repro/acisf13858_repro_evt2.fits counts\n",
    "dmlist 13858_deflare.evt counts"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q:  What CCD_ID was found in step 1?  Which tool(s) were used?   **chip 7, `dmcoords`**\n",
    "\n",
    "\n",
    "> Q: Was there any evidence of a background flare in this observation, on this chip?  If so, describe the flare (when did it occur within the observation, duration, etc.):  **Yes, a very short 1-time-bin duration fare in the 2nd half of the\n",
    "observation **\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try different bin-widths when creating the light curve.  Does it affect the results?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dmextract 13858_evt.holes'[ccd_id=7][bin time=::50]' bkg_lc_50s op=ltc1 clob+\n",
    "\n",
    "deflare bkg_lc_50s bkg_lc_flare_50s method=clean save=\"bkg_lc_flare_50s.png\" plot- verb=0\n",
    "\n",
    "#convert bkg_lc_flare_50s.ps -trim bkg_lc_flare50s.png\n",
    "display < bkg_lc_flare_50s.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try different deflare method options.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 174,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "deflare bkg_lc_50s bkg_lc_sigmaclip_50s method=sigma save=\"bkg_lc_sigmaclip_50s.png\" plot- verb=0 < /dev/null\n",
    "\n",
    "#convert bkg_lc_sigmaclip_50s.ps -trim bkg_lc_sigmaclip50s.png\n",
    "display < bkg_lc_sigmaclip_50s.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try looking for flares on the other CCD's used in this observation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dmextract 13858_evt.holes'[ccd_id=6][bin time=::259]' bkg_6lc op=ltc1 clob+\n",
    "\n",
    "deflare bkg_6lc bkg_6lc_flare method=clean save=\"bkg_6lc_flare.png\" plot- verb=0\n",
    "\n",
    "#convert bkg_6lc_flare.ps -trim bkg_6lc_flare.png\n",
    "display < bkg_6lc_flare.png"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Spectral Analysis\n",
    "\n",
    "The energy resolution and sensitivity of the ACIS detector allows for spectral analysis roughly in the 0.3 to 7.0 keV range.   \n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Extract Spectra\n",
    "\n",
    "Reference\n",
    "- http://cxc.harvard.edu/ciao/threads/pointlike/\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 20\n",
    "\n",
    "\n",
    "In this exercise Students will use the specextract tool to extract the spectrum, ARF, and RMF files for the source and background regions.\n",
    "\n",
    "1. Run the specextract script using the reprocessed level 2 event file with the source region from Exercise 11 step 3 and the background region from step 6 with the default parameter settings.\n",
    "2. Run specextract as in step 1 with a different outroot and setting weight=no\n",
    "3. Run specextract as in step 2 with a different outroot and setting correctpsf=yes\n",
    "4. Use dmdiff to compare the spectra (.pi) from steps 2 and 3 to the spectrum in step 1.\n",
    "5. Use dmdiff to compare the auxiliary response file (.arf) from steps 2 and 3 to the ARF in step 1.\n",
    "6. Use dmlist to get the BACKSCAL and EXPOSURE keywords from the source and background spectra.\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running specextract\n",
      "Version: 06 April 2020\n",
      "\n",
      "Checking for blank sky background files...\n",
      "Using event file 13858/repro/acisf13858_repro_evt2.fits[sky=circle(4104.5,4115.5,10)]\n",
      "\n",
      "Aspect solution file 13858/repro/pcadf456520092N001_asol1.fits found.\n",
      "\n",
      "Bad-pixel file 13858/repro/acisf13858_repro_bpix1.fits found.\n",
      "\n",
      "Mask file 13858/repro/acisf13858_000N001_msk1.fits found.\n",
      "\n",
      "Setting bad pixel file \n",
      "\n",
      "Extracting src spectra \n",
      "\n",
      "Creating src ARF \n",
      "\n",
      "Creating src RMF \n",
      "\n",
      "Using mkacisrmf...\n",
      "\n",
      "Grouping src spectrum \n",
      "\n",
      "Updating header of specextract_01.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Updating header of specextract_01_grp.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Setting bad pixel file \n",
      "\n",
      "Extracting bkg spectra \n",
      "\n",
      "Creating bkg ARF \n",
      "\n",
      "Creating bkg RMF \n",
      "\n",
      "Using mkacisrmf...\n",
      "\n",
      "Updating header of specextract_01_bkg.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Updating header of specextract_01.pi with BACKFILE keyword.\n",
      "\n",
      "Updating header of specextract_01_grp.pi with BACKFILE keyword.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn specextract \n",
    "\n",
    "specextract 13858/repro/acisf13858_repro_evt2.fits\"[sky=circle(4104.5,4115.5,10)]\" \\\n",
    "  out=specextract_01 \\\n",
    "  bkgfile=13858/repro/acisf13858_repro_evt2.fits\"[sky=region(ds9_bkg.reg)]\" \\\n",
    "  mode=h clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running specextract\n",
      "Version: 06 April 2020\n",
      "\n",
      "Checking for blank sky background files...\n",
      "Using event file 13858/repro/acisf13858_repro_evt2.fits[sky=circle(4104.5,4115.5,10)]\n",
      "\n",
      "Aspect solution file 13858/repro/pcadf456520092N001_asol1.fits found.\n",
      "\n",
      "Bad-pixel file 13858/repro/acisf13858_repro_bpix1.fits found.\n",
      "\n",
      "Mask file 13858/repro/acisf13858_000N001_msk1.fits found.\n",
      "\n",
      "Setting bad pixel file \n",
      "\n",
      "Extracting src spectra \n",
      "\n",
      "Creating src ARF \n",
      "\n",
      "Creating src RMF \n",
      "\n",
      "Using mkacisrmf...\n",
      "\n",
      "Grouping src spectrum \n",
      "\n",
      "Updating header of specextract_02.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Updating header of specextract_02_grp.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Setting bad pixel file \n",
      "\n",
      "Extracting bkg spectra \n",
      "\n",
      "Creating bkg ARF \n",
      "\n",
      "Creating bkg RMF \n",
      "\n",
      "Using mkacisrmf...\n",
      "\n",
      "Updating header of specextract_02_bkg.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Updating header of specextract_02.pi with BACKFILE keyword.\n",
      "\n",
      "Updating header of specextract_02_grp.pi with BACKFILE keyword.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn specextract \n",
    "\n",
    "specextract 13858/repro/acisf13858_repro_evt2.fits\"[sky=circle(4104.5,4115.5,10)]\" \\\n",
    "  out=specextract_02 \\\n",
    "  bkgfile=13858/repro/acisf13858_repro_evt2.fits\"[sky=region(ds9_bkg.reg)]\" \\\n",
    "  weight=no \\\n",
    "  mode=h clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Running specextract\n",
      "Version: 06 April 2020\n",
      "\n",
      "WARNING: The 'correct' parameter is ignored when 'weight=yes'.\n",
      "Checking for blank sky background files...\n",
      "Using event file 13858/repro/acisf13858_repro_evt2.fits[sky=circle(4104.5,4115.5,10)]\n",
      "\n",
      "Aspect solution file 13858/repro/pcadf456520092N001_asol1.fits found.\n",
      "\n",
      "Bad-pixel file 13858/repro/acisf13858_repro_bpix1.fits found.\n",
      "\n",
      "Mask file 13858/repro/acisf13858_000N001_msk1.fits found.\n",
      "\n",
      "Setting bad pixel file \n",
      "\n",
      "Extracting src spectra \n",
      "\n",
      "Creating src ARF \n",
      "\n",
      "Creating src RMF \n",
      "\n",
      "Using mkacisrmf...\n",
      "\n",
      "Grouping src spectrum \n",
      "\n",
      "Updating header of specextract_03.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Updating header of specextract_03_grp.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Setting bad pixel file \n",
      "\n",
      "Extracting bkg spectra \n",
      "\n",
      "Creating bkg ARF \n",
      "\n",
      "Creating bkg RMF \n",
      "\n",
      "Using mkacisrmf...\n",
      "\n",
      "Updating header of specextract_03_bkg.pi with RESPFILE and ANCRFILE keywords.\n",
      "\n",
      "Updating header of specextract_03.pi with BACKFILE keyword.\n",
      "\n",
      "Updating header of specextract_03_grp.pi with BACKFILE keyword.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "punlearn specextract \n",
    "\n",
    "specextract 13858/repro/acisf13858_repro_evt2.fits\"[sky=circle(4104.5,4115.5,10)]\" \\\n",
    "  out=specextract_03 \\\n",
    "  bkgfile=13858/repro/acisf13858_repro_evt2.fits\"[sky=region(ds9_bkg.reg)]\" \\\n",
    "  correctpsf=yes \\\n",
    "  mode=h clob+ "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "specextract_01.pi      specextract_02.pi      specextract_03.pi\n",
      "specextract_01_bkg.pi  specextract_02_bkg.pi  specextract_03_bkg.pi\n",
      "specextract_01_grp.pi  specextract_02_grp.pi  specextract_03_grp.pi\n"
     ]
    }
   ],
   "source": [
    "/bin/ls specextra*pi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Infile 1:  specextract_01.pi\n",
      "Infile 2:  specextract_02.pi\n",
      "\n",
      "-----------------------\n",
      "HEADER VALUE DIFFERENCES\n",
      "-----------------------\n",
      "\n",
      "\n",
      "Message:                                Keyword:              Value(s):                    Diff:\n",
      "--------                                 -------              ---------                    -----\n",
      "Values are not equal                    CHECKSUM RhAiSZ2hRf8hRZ8h  RYJgRXJgRXJgRXJg\n",
      "# dmdiff (CIAO 4.12): WARNING: CHECKSUM comments are different.\n",
      "# dmdiff (CIAO 4.12):   comment1= \"HDU checksum updated 2020-10-13T18:20:45\"\n",
      "# dmdiff (CIAO 4.12):   comment2= \"HDU checksum updated 2020-10-13T18:21:57\"\n",
      "# dmdiff (CIAO 4.12): WARNING: DATASUM comments are different.\n",
      "# dmdiff (CIAO 4.12):   comment1= \"data unit checksum updated 2020-10-13T18:20:07\"\n",
      "# dmdiff (CIAO 4.12):   comment2= \"data unit checksum updated 2020-10-13T18:21:19\"\n",
      "Values are not equal                        DATE 2020-10-13T18:20:06  2020-10-13T18:21:19\n",
      "Values are not equal                    BACKFILE specextract_01_bkg.pi  specextract_02_bkg.pi\n",
      "Values are not equal                    RESPFILE specextract_01.rmf  specextract_02.rmf\n",
      "Values are not equal                    ANCRFILE specextract_01.arf  specextract_02.arf\n",
      "\n",
      "--------------------------\n",
      "SUBSPACE VALUE DIFFERENCES\n",
      "--------------------------\n",
      "\n",
      "Message:                         Column:       Row              Value(s):                    Diff:\n",
      "--------                         -------       ---              ---------                    -----\n",
      "\n",
      "\n",
      "\n",
      "TABLE NAME: SPECTRUM\n",
      "\n",
      "-----------------------\n",
      "TABLE VALUE DIFFERENCES\n",
      "-----------------------\n",
      "\n",
      "Message:                             Row:        Column:              Value(s):                    Diff:\n",
      "--------                             ----        -------              ---------                    -----\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "dmdiff specextract_01.pi specextract_02.pi || echo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Few keyword diffs, data are the same\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Infile 1:  specextract_01.pi\n",
      "Infile 2:  specextract_03.pi\n",
      "\n",
      "-----------------------\n",
      "HEADER VALUE DIFFERENCES\n",
      "-----------------------\n",
      "\n",
      "\n",
      "Message:                                Keyword:              Value(s):                    Diff:\n",
      "--------                                 -------              ---------                    -----\n",
      "Values are not equal                    CHECKSUM RhAiSZ2hRf8hRZ8h  MealPcakMcakMcak\n",
      "# dmdiff (CIAO 4.12): WARNING: CHECKSUM comments are different.\n",
      "# dmdiff (CIAO 4.12):   comment1= \"HDU checksum updated 2020-10-13T18:20:45\"\n",
      "# dmdiff (CIAO 4.12):   comment2= \"HDU checksum updated 2020-10-13T18:22:38\"\n",
      "# dmdiff (CIAO 4.12): WARNING: DATASUM comments are different.\n",
      "# dmdiff (CIAO 4.12):   comment1= \"data unit checksum updated 2020-10-13T18:20:07\"\n",
      "# dmdiff (CIAO 4.12):   comment2= \"data unit checksum updated 2020-10-13T18:22:00\"\n",
      "Values are not equal                        DATE 2020-10-13T18:20:06  2020-10-13T18:22:00\n",
      "Values are not equal                    BACKFILE specextract_01_bkg.pi  specextract_03_bkg.pi\n",
      "Values are not equal                    RESPFILE specextract_01.rmf  specextract_03.rmf\n",
      "Values are not equal                    ANCRFILE specextract_01.arf  specextract_03.arf\n",
      "\n",
      "--------------------------\n",
      "SUBSPACE VALUE DIFFERENCES\n",
      "--------------------------\n",
      "\n",
      "Message:                         Column:       Row              Value(s):                    Diff:\n",
      "--------                         -------       ---              ---------                    -----\n",
      "\n",
      "\n",
      "\n",
      "TABLE NAME: SPECTRUM\n",
      "\n",
      "-----------------------\n",
      "TABLE VALUE DIFFERENCES\n",
      "-----------------------\n",
      "\n",
      "Message:                             Row:        Column:              Value(s):                    Diff:\n",
      "--------                             ----        -------              ---------                    -----\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "dmdiff specextract_01.pi specextract_03.pi || echo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Same, few keys, no data diffs."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Infile 1:  specextract_01.arf[#row=1:10]\n",
      "Infile 2:  specextract_02.arf[#row=1:10]\n",
      "\n",
      "-----------------------\n",
      "HEADER VALUE DIFFERENCES\n",
      "-----------------------\n",
      "\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"CHANTYPE\" not present in infile2.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"DETCHANS\" not present in infile2.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"THRSHLD\" not present in infile2.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"FEFFILE\" not present in infile2.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"FILTER\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"RESPFILE\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"ASPFILE\" not present in infile1.\n",
      "# dmdiff (CIAO 4.12): WARNING: header key \"FRACEXPO\" not present in infile1.\n",
      "\n",
      "Message:                                Keyword:              Value(s):                    Diff:\n",
      "--------                                 -------              ---------                    -----\n",
      "Values are not equal                     CREATOR mkwarf - Version CIAO 4.12  mkarf v0.6.2-0  \n",
      "Values are not equal                    CHECKSUM Hc9MJa7MHa7MHa7M  GX1SJU0RGU0RGU0R\n",
      "Values are not equal                     DATASUM       3336150329  3278258911      \n",
      "Values are not equal                        DATE 2020-10-13T18:20:13  2020-10-13T18:21:26\n",
      "Values are not equal                      DETNAM        ACIS-5678  ACIS-7          \n",
      "Values are not equal                    EXPOSURE  14873.648987049  14873.649553508  +0.000566459\n",
      "# dmdiff (CIAO 4.12): WARNING: EXPOSURE units are different.\n",
      "# dmdiff (CIAO 4.12):   unit1= \"s\"\n",
      "# dmdiff (CIAO 4.12):   unit2= \"secs\"\n",
      "Values are not equal                     HISTNUM               96  49                        -47\n",
      "\n",
      "--------------------------\n",
      "SUBSPACE VALUE DIFFERENCES\n",
      "--------------------------\n",
      "\n",
      "Message:                         Column:       Row              Value(s):                    Diff:\n",
      "--------                         -------       ---              ---------                    -----\n",
      "# dmdiff (CIAO 4.12): WARNING: Subspace column \"ENERG_LO\" ranges are different sizes. \n",
      "\tinfile1 column has 0 value(s).\tinfile2 column has 1 value(s). Skipping...\n",
      "# dmdiff (CIAO 4.12): WARNING: Subspace column \"ENERG_HI\" ranges are different sizes. \n",
      "\tinfile1 column has 0 value(s).\tinfile2 column has 1 value(s). Skipping...\n",
      "\n",
      "\n",
      "TABLE NAME: SPECRESP\n",
      "\n",
      "-----------------------\n",
      "TABLE VALUE DIFFERENCES\n",
      "-----------------------\n",
      "\n",
      "Message:                             Row:        Column:              Value(s):                    Diff:\n",
      "--------                             ----        -------              ---------                    -----\n",
      "Values are not equal                   1        SPECRESP 1.49147403240204  1.48973083496094   -0.0017432 (-0.117 %)\n",
      "Values are not equal                   2        SPECRESP 4.97732734680176  4.97146940231323  -0.00585794 (-0.118 %)\n",
      "Values are not equal                   3        SPECRESP  7.5324239730835  7.52350187301636   -0.0089221 (-0.118 %)\n",
      "Values are not equal                   4        SPECRESP 10.3130264282227  10.3007335662842   -0.0122929 (-0.119 %)\n",
      "Values are not equal                   5        SPECRESP 12.8653202056885  12.8498973846436   -0.0154228 (-0.12 %)\n",
      "Values are not equal                   6        SPECRESP 15.0967969894409  15.0785875320435   -0.0182095 (-0.121 %)\n",
      "Values are not equal                   7        SPECRESP 17.0457077026367  17.025032043457    -0.0206757 (-0.121 %)\n",
      "Values are not equal                   8        SPECRESP 19.3807334899902  19.3570747375488   -0.0236588 (-0.122 %)\n",
      "Values are not equal                   9        SPECRESP 22.7180690765381  22.6901760101318   -0.0278931 (-0.123 %)\n",
      "Values are not equal                  10        SPECRESP 26.3358535766602  26.3033237457275   -0.0325298 (-0.124 %)\n",
      "\n"
     ]
    }
   ],
   "source": [
    "dmdiff specextract_01.arf\"[#row=1:10]\" specextract_02.arf\"[#row=1:10]\" comment- || echo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    \u001b[01;31m\u001b[Kmin\u001b[m\u001b[K:\t0.56832158566 \t      @:\t1070 \n",
      "    \u001b[01;31m\u001b[Kmax\u001b[m\u001b[K:\t633.48712158 \t      @:\t125 \n"
     ]
    }
   ],
   "source": [
    "dmstat specextract_01.arf\"[cols specresp]\" | egrep 'min|max'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    \u001b[01;31m\u001b[Kmin\u001b[m\u001b[K:\t0.56637853384 \t      @:\t1070 \n",
      "    \u001b[01;31m\u001b[Kmax\u001b[m\u001b[K:\t632.10601807 \t      @:\t125 \n"
     ]
    }
   ],
   "source": [
    "dmstat specextract_02.arf\"[cols specresp]\" | egrep 'min|max'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    \u001b[01;31m\u001b[Kmin\u001b[m\u001b[K:\t0.56832158566 \t      @:\t1070 \n",
      "    \u001b[01;31m\u001b[Kmax\u001b[m\u001b[K:\t633.48712158 \t      @:\t125 \n"
     ]
    }
   ],
   "source": [
    "dmstat specextract_03.arf\"[cols specresp]\" | egrep 'min|max'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 142,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[01;31m\u001b[KBACKSCAL\u001b[m\u001b[K                  4.681337854E-06 [pixel]   Fractional area\n",
      "\u001b[01;31m\u001b[KEXPOSURE\u001b[m\u001b[K                 14873.6489870490 [s]       Exposure time\n",
      "\u001b[01;31m\u001b[KBACKSCAL\u001b[m\u001b[K                  0.0006366619481 [pixel]   Fractional area\n",
      "\u001b[01;31m\u001b[KEXPOSURE\u001b[m\u001b[K                 14873.6489870490 [s]       Exposure time\n"
     ]
    }
   ],
   "source": [
    "dmlist specextract_01.pi,specextract_01_bkg.pi header,clean | egrep 'BACKSCAL|EXPOSURE'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Record the BACKSCAL and EXPOSURE keywords.  Why are these keywords important?  **Used to scale background to source**\n",
    "\n",
    "> Q: Describe and discuss the differences, if any, from step 4. **Smaller max by a little bit**\n",
    "\n",
    "> Q: Describe and discuss the differences, if any, from step 5: **None, warning 'corect=yes is not used when making weighted**\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Extra Credit"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use the rmfimg tool to convert the RMF into an image and display in ds9.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 143,
   "metadata": {},
   "outputs": [],
   "source": [
    "rmfimg specextract_01.rmf specextract_01.rmf.img clob+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 144,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": []
    },
    {
     "data": {
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ds9 specextract_01.rmf.img -scale log -zoom to fit -view colorbar no -cmap heat \\\n",
    "  -saveimage png ds9_exercise20.png -quit\n",
    "display < ds9_exercise20.png "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Sherpa: Modeling and Fitting\n",
    "\n",
    "References\n",
    "- http://cxc.cfa.harvard.edu/sherpa/\n",
    "- http://cxc.cfa.harvard.edu/sherpa/threads/pha_intro/\n",
    "\n",
    "sherpa is the fitting and modeling package developed for CIAO.  It allows users to obtain best fit model parameters based on a number of models, fitting methods, and statistics used for uncertainty.\n",
    "\n",
    "The exercise shown here is an extremely simple sherpa use case.  More advanced usage includes user supplied models, linked model parameters, simultaneously fitting multiple datasets, fitting images, etc.  \n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Exercise 21"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this exercise Students will begin to use sherpa to model and fit the spectrum of the source.\n",
    "\n",
    "1. Load the ungrouped source spectrum obtained from Exercise 20 step 1 into sherpa\n",
    "    `sherpa> load_data(\"source.pha\")`\n",
    "2. Plot the spectrum using the plot_data command\n",
    "3. Group the data using group_counts(). Select a reasonable number of counts for the dataset.  Replot the data. \n",
    "4. Restrict the energy range to a reasonable energy range using the notice() command.  Replot the data.\n",
    "5. Set the source model to be an absorbed powerlaw using the set_source() command.\n",
    "    `sherpa> set_source(xswabs.abs1*xspowerlaw.p1)`\n",
    "6. Set the absorption nH to the value listed in the header of the spectrum file.\n",
    "7. Use plot_model() to see the model folded through the instrument responses (ARF and RMF).\n",
    "8. Use show_all() to see all the data and model details.\n",
    "9. subtract() the background.  Replot the data.\n",
    "10. fit() the data.  \n",
    "11. Use plot_fit() to see the data with the model overplotted.\n",
    "12. Use plot_fit_delchi() to see the data with the error weighted residuals.\n",
    "13. Use conf() to obtain uncertainties on the fitted parameters.\n",
    "14. Use set_method() to try different minimization techniques and repeat the fit().\n",
    "15. Use set_stat() to try different fit statistics and repeat the fit().\n",
    "16. Try different grouping schemes.\n",
    "17. Try different spectral models in the set_source() command.\n",
    "18. Repeat this exercise using the spectrum, ARF and RMF obtain in Exercise 20 steps 2 and 3.\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "> Q: Which fit method works best?\n",
    "\n",
    "> Q: Which spectrum fits best?\n",
    "\n",
    "> Q: Which model/param is best?\n",
    "\n",
    "> Q: How does grouping affect the results?\n",
    "\n",
    "> Q: What are the advantages/disadvantages of one method over another? \n"
   ]
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