{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Radio flux density calibration of Hydra A @ 2 GHz\n" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Please note:\n", "\n", "The data you will be processing in this and other tutorials is located in the \"data\" folder. In there you will\n", "find fits files for your calibrator [Hydra A](http://simbad.u-strasbg.fr/simbad/sim-id?Ident=NAME%20HYDRA%20A)\n", "and your target source [J1427-4206](http://simbad.u-strasbg.fr/simbad/sim-basic?Ident=PKS+1424-418&submit=SIMBAD+search) at 2 GHz, 5 GHz, 8 GHz and 12 GHz frequencies. **For this exercize we will be working on\n", "2GHz data for our calibration source**.\n", "\n", "All the files you will need for the tutorial can be found at this [Github repository](https://github.com/Pfesi/AVN2019). **You need to download the file and work from that directory**. i.e. \"cd into that directory\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Listed below are the steps we are going to follow to calibrate our source and estimate the flux density\n", "\n", "# Task list:\n", "\n", "1. [Locate and open the observation file](#section1)\n", "2. [Examine the fits file](#section2)\n", "3. [Extract the drift scan data](#section3)\n", "4. [Measure the antenna temperature](#section4)\n", " * 4.1 [Convert counts to units of Kelvin](#section4.1)\n", " * 4.2 [Fit a baseline to remove systemic contributions](#section4.2)\n", " * 4.3 [Fit beam to get antenna temperature](#section4.3)\n", "5. [Calculate the Point source sensitivity](#section5)\n", "6. [Got to home page](AVN_2018_Drift_scan_continuum_tutorial.ipynb)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 1. Locate and open the observation file \n", "[back to top](#top)\n", "\n", "Select an observation to work on and open the fits file\n", "\n", "* The Python standard library has a [pyfits package](http://docs.astropy.org/en/stable/io/fits/index.html) we use for reading and writing FITS files and manipulating their contents. Fits files store information about a source observation in what it calls header data units (HDUs). We are going to load the package in order to begin processing our preferred file. You can read up on all the other interesting file manipulation methods by clicking on the link above.\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import astropy.io.fits as pyfits\n", "\n", "# Get the path name of the file you want to process\n", "fitsfile = 'data/HydraA/2GHz/2013d125_15h23m40s_Cont_mike_HYDRA_A.fits'\n", "hdulist = pyfits.open(fitsfile) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 2. Examine the fits file\n", "[back to top](#top)\n", "\n", "It is always a good idea to familiarize yourself with the file contents by viewing the different types of information inside your file. To get an overview of the contents we use the info() method\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: data/HydraA/2GHz/2013d125_15h23m40s_Cont_mike_HYDRA_A.fits\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 PRIMARY 1 PrimaryHDU 41 () \n", " 1 13.0S 1 BinTableHDU 60 1R x 13C [1D, 1D, 1D, 8A, 1D, 8A, 1D, 28A, 1D, 1D, 29A, 1D, 1D] \n", " 2 Scan_0_ZC_CAL 1 BinTableHDU 107 128R x 23C [1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D] \n", " 3 Scan_1_ZC 1 BinTableHDU 95 2756R x 23C [1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D, 1D] \n", " 4 Chart 1 BinTableHDU 40 3829R x 3C [1D, 1D, 1D] \n" ] } ], "source": [ "hdulist.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The info() method gives us a list of all the HDUs in this file. \n", "\n", "* The first header data unit (HDU) contains information on the observation. \n", "* The second one has information on the 2.5 cm (i.e. 12 GHz) feed system. This data is not necessarily up to date, so we generally disregard it. \n", "* The third unit has the noise diode firing, used to convert from raw counts to Kelvins. \n", "* The next three binary tables are the drift scans themselves, starting at the north offset position.\n", "* The last HDU contains more information about the observation.\n", "\n", "To view the content inside an HDU we use indexes. For example, to view the PRIMARY HDU, we use index 0.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SIMPLE = T \n", "BITPIX = 8 \n", "NAXIS = 0 \n", "EXTEND = T \n", "DATE = '2013-05-05T15:23:40' / file creation date (YYYY-MM-DDThh:mm:ss UT) \n", "COMMENT information about the object, from scheduler task \n", "OBJECT = 'HYDRA A ' / Name of object \n", "LONGITUD= 139.52375 / Longitude of object \n", "LATITUDE= -12.0955555555556 / Latitude of object \n", "COORDSYS= 'EQUATORIAL' / Input coordinate system \n", "EQUINOX = 2000. / Input coordinate equinox \n", "RADECSYS= 'ICRS ' / Input reference frame \n", "COMMENT information about the scan, from scheduler task \n", "OBSERVER= 'Mike ' / Principal Investigator \n", "OBSLOCAL= 'mike ' / On-site observer \n", "PROJNAME= '2280 GHz continuum calibration' / Short name for the project \n", "PROPOSAL= '2011.030' / Observing proposal ID \n", "COMMENT information about the antenna \n", "TELESCOP= 'HartRAO 26m Antenna' / Telescope name \n", "UPGRADE = 'Surface upgrade completed !!' / Antenna surface status \n", "FOCUS = 4.609375 / Sub-reflector focus \n", "TILT = 0. / Sub-reflector tilt \n", "TAMBIENT= 287.970518951416 / [K] Ambient temperature \n", "PRESSURE= 870.5 / [mbar] Atmospheric pressure \n", "HUMIDITY= 31.1338476867676 / [%] Humidity \n", "WINDSPD = 2.392578125 / [m/s] Wind Speed \n", "SIMULATE= 0 / Simulation ? \n", "SCANTYPE= 'Drift ' / Scan type \n", "INSTRUME= 'Total Power' / Radiometer type \n", "INSTFLAG= 'None ' / Radiometer flags \n", "STEPSEQ = 'ZCCAL ' / Stepping sequence \n", "SCANDIST= 0.918322783922742 / Scan length (deg) \n", "SCANANGL= 0. / Scan angle (deg) \n", "SCANTIME= 219.795687494276 / Scan time (s) \n", "STARTX = 0. / Start X position (deg) \n", "STARTY = 0. / Start Y position (deg) \n", "STOPX = 0. / Stop X position (deg) \n", "STOPY = 0. / Stop Y position (deg) \n", "SCANS = 1 / No of scans per position \n", "SCANDIR = 'Both ' / Scanning direction \n", "POINTING= 1 / Pointing corrections applied " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "hdulist[0].header\n", "\n", "# You can play around with changing the indeces to see what \n", "# other information is stored in the other HDUs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 3. Extract the drift scan data\n", "\n", "[back to top](#top)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "drift = hdulist[3] #ON" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets view the drift1 HDU to see the file contents" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "XTENSION= 'BINTABLE' / binary table extension \n", "BITPIX = 8 / 8-bit bytes \n", "NAXIS = 2 / 2-dimensional binary table \n", "NAXIS1 = 184 / width of table in bytes \n", "NAXIS2 = 2756 / number of rows in table \n", "PCOUNT = 0 / size of special data area \n", "GCOUNT = 1 / one data group (required keyword) \n", "TFIELDS = 23 / number of fields in each row \n", "EXTNAME = 'Scan_1_ZC' / name of this binary table extension \n", "FRONTEND= '13.0S ' / Frontend ID \n", "CENTFREQ= 2280. / [MHz] Backend centre frequency \n", "BANDWDTH= 16. / [MHz] Bandwidth of backend \n", "SCANTYPE= 'Drift ' / Scan type \n", "INSTRUME= 'Total Power' / Radiometer type \n", "INSTFLAG= 'None ' / Radiometer flags \n", "STEPSEQ = 'ZC ' / Stepping sequence \n", "SCANDIST= 0.918322783922742 / Scan length (deg) \n", "SCANANGL= 0. / Scan angle (deg) \n", "SCANTIME= 220.48 / Scan time (s) \n", "STARTX = -0.459161391961371 / Start X position (deg) \n", "STARTY = 0. / Start Y position (deg) \n", "STOPX = 0.459161391961371 / Stop X position (deg) \n", "STOPY = 0. / Stop Y position (deg) \n", "SCAN = 1 / Index no of scan \n", "HZZERO1 = 126597.861366769 / [Hz] Counter zero offset \n", "HZZERO2 = 121761.204481793 / [Hz] Counter zero offset \n", "TTYPE1 = 'MJD ' / label for field \n", "TFORM1 = '1D ' / format of field \n", "TUNIT1 = 'days ' \n", "TTYPE2 = 'Count1 ' / label for field \n", "TFORM2 = '1D ' / format of field \n", "TUNIT2 = 'Hz ' \n", "TTYPE3 = 'Count2 ' / label for field \n", "TFORM3 = '1D ' / format of field \n", "TUNIT3 = 'Hz ' \n", "TTYPE4 = 'Hour_Angle' / label for field \n", "TFORM4 = '1D ' / format of field \n", "TUNIT4 = 'deg ' \n", "TTYPE5 = 'Declination' / label for field \n", "TFORM5 = '1D ' / format of field \n", "TUNIT5 = 'deg ' \n", "TTYPE6 = 'Azimuth ' / label for field \n", "TFORM6 = '1D ' / format of field \n", "TUNIT6 = 'deg ' \n", "TTYPE7 = 'Elevation' / label for field \n", "TFORM7 = '1D ' / format of field \n", "TUNIT7 = 'deg ' \n", "TTYPE8 = 'RA_Apparent' / label for field \n", "TFORM8 = '1D ' / format of field \n", "TUNIT8 = 'deg ' \n", "TTYPE9 = 'Dec_Apparent' / label for field \n", "TFORM9 = '1D ' / format of field \n", "TUNIT9 = 'deg ' \n", "TTYPE10 = 'RA_Mean ' / label for field \n", "TFORM10 = '1D ' / format of field \n", "TUNIT10 = 'deg ' \n", "TTYPE11 = 'Dec_Mean' / label for field \n", "TFORM11 = '1D ' / format of field \n", "TUNIT11 = 'deg ' \n", "TTYPE12 = 'RA_B1950' / label for field \n", "TFORM12 = '1D ' / format of field \n", "TUNIT12 = 'deg ' \n", "TTYPE13 = 'Dec_B1950' / label for field \n", "TFORM13 = '1D ' / format of field \n", "TUNIT13 = 'deg ' \n", "TTYPE14 = 'RA_J2000' / label for field \n", "TFORM14 = '1D ' / format of field \n", "TUNIT14 = 'deg ' \n", "TTYPE15 = 'Dec_J2000' / label for field \n", "TFORM15 = '1D ' / format of field \n", "TUNIT15 = 'deg ' \n", "TTYPE16 = 'Galactic_Long' / label for field \n", "TFORM16 = '1D ' / format of field \n", "TUNIT16 = 'deg ' \n", "TTYPE17 = 'Galactic_Lat' / label for field \n", "TFORM17 = '1D ' / format of field \n", "TUNIT17 = 'deg ' \n", "TTYPE18 = 'Ecliptic_Long' / label for field \n", "TFORM18 = '1D ' / format of field \n", "TUNIT18 = 'deg ' \n", "TTYPE19 = 'Ecliptic_Lat' / label for field \n", "TFORM19 = '1D ' / format of field \n", "TUNIT19 = 'deg ' \n", "TTYPE20 = 'User_Long' / label for field \n", "TFORM20 = '1D ' / format of field \n", "TUNIT20 = 'deg ' \n", "TTYPE21 = 'User_Lat' / label for field \n", "TFORM21 = '1D ' / format of field \n", "TUNIT21 = 'deg ' \n", "TTYPE22 = 'HA_Error' / label for field \n", "TFORM22 = '1D ' / format of field \n", "TUNIT22 = 'deg ' \n", "TTYPE23 = 'Dec_Error' / label for field \n", "TFORM23 = '1D ' / format of field \n", "TUNIT23 = 'deg ' " ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "drift.header" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Most of the fields are actually just the position in different formats. We are interested in the output signal '**Count1**' and '**Count2**'. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 4. Measure the antenna temperature\n", "[back to top](#top)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.1 Convert counts to units of Kelvin \n", "[back to top](#top)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Import plotting libraries\n", "import matplotlib.pyplot as plt\n", "\n", "#display figures inline \n", "%matplotlib inline \n", "\n", "# Get the noise diode calibration HDU\n", "noise_cal = hdulist[2]\n", "\n", "# Construct an array for the x-axis in terms of right ascension\n", "ra = drift.data['RA_J2000']\n", "count_K1 = noise_cal.header['HZPERK1']\n", "count_K2 = noise_cal.header['HZPERK2']\n", "\n", "# Get source counts \n", "on_scan_LCP_counts = drift.data['Count1']\n", "on_scan_RCP_counts = drift.data['Count2']\n", "\n", "\n", "# Convert counts to antenna temperature\n", "on_scan_LCP = (drift.data['Count1']/count_K1) - ((drift.data['Count1'])[0]/count_K1)\n", "on_scan_RCP = (drift.data['Count2']/count_K2) - ((drift.data['Count2'])[0]/count_K2)\n", " \n", "# Plot the data\n", "\n", "# ON\n", "plt.figure(figsize=[15,5])\n", "plt.suptitle('Central (on-source) scan')\n", "\n", "ax = plt.subplot(121)\n", "plt.grid()\n", "plt.plot(ra, on_scan_LCP, label = 'LCP')\n", "plt.xlabel('RA (deg)')\n", "plt.ylabel('Ta (K)')\n", "plt.legend()\n", "lim = plt.axis('tight')\n", "\n", "ax = plt.subplot(122)\n", "plt.grid()\n", "plt.plot(ra, on_scan_RCP, label = 'RCP')\n", "plt.xlabel('RA (deg)')\n", "plt.ylabel('Ta (K)')\n", "plt.legend()\n", "lim = plt.axis('tight')\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.2 Fit a baseline to remove systemic contributions\n", "[back to top](#top)\n", "\n", "We are only interested in the temperature contributed by the source, so we want to subract off the system temperature contribution. We see that the baseline level changes through during the scan.\n", "\n", "What do we fit then? This is a fairly strong source, we can clealy see the antenna beam pattern. Looking carefully we can see a deflection point at the base of the beam. This is the first null of the beam. At these points we will not be receiving any power from the source.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Locate the section you want to use for your fit. We are going to write a few methods to help us process the location selection for our fit" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "def getBasePts(x, y,len_scan,x1,x2,x3,x4): \n", " '''\n", " Get baseline points. Select points along the driftscan where you will fit\n", " your baseline.\n", " '''\n", "\n", " xbleft = x[x1:x2]\n", " ybleft = y[x1:x2]\n", " xbright= x[len_scan-x3:len_scan-x4]\n", " ybright= y[len_scan-x3:len_scan-x4]\n", "\n", " left_base_pts = list(xbleft) + list(xbright)\n", " right_base_pts = list(ybleft) + list(ybright)\n", "\n", " return left_base_pts, right_base_pts \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Fit the baseline and plot your data" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Y = mx + c 2756\n", "Fit = 0.28x + -39, rms error = 0.039\n", "Fit = 0.16x + -22, rms error = 0.031\n" ] }, { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "\n", "def fitBasePts(x_base_pts,y_base_pts, x, y):\n", " \"\"\"Fit the data to remove systematic contributions.\n", " \"\"\"\n", " \n", " base_fit_coeffs = np.polyfit(x_base_pts, y_base_pts, 1)\n", " base_fit_line = np.polyval(base_fit_coeffs,x_base_pts) \n", " data_fit = np.polyval(base_fit_coeffs, x)\n", " data_fit = y - data_fit\n", " \n", " res,rms = residual(y_base_pts,base_fit_line)\n", " \n", " print (\"Fit = %.2fx + %d, rms error = %.3f\" %(base_fit_coeffs[0], base_fit_coeffs[1],rms))\n", " \n", " return data_fit, base_fit_line\n", " \n", "# Get the residual and rms to estimate the errors in the fit\n", "def residual(model, data): \n", " \n", " from sklearn.metrics import mean_squared_error\n", " \"\"\"\n", " Calculate the residual between the model and the data.\n", " \"\"\"\n", "\n", " res = np.array(model - data)\n", " rms = np.sqrt(mean_squared_error(data,model))\n", "\n", " return res, rms\n", "\n", "def fitBaselineAndPlot(x,y,title,x1,x2,x3,x4,len_scan):\n", " \"\"\"\n", " Fit the baseline and plot your data\n", " \"\"\"\n", "\n", "\n", " xb,yb = getBasePts(x,y,len_scan,x1,x2,x3,x4)\n", " \n", " # Fit the baseline points\n", " fit, base_fit_line = fitBasePts(xb,yb, x, y)\n", "\n", " # plot the data\n", " plt.figure(figsize=[15,5])\n", " plt.suptitle(title)\n", "\n", " ax = plt.subplot(121)\n", " plt.axhline(y=0, color='k', alpha= 0.5)\n", " l1,= plt.plot(x,y, label = 'original data')\n", " l2,= plt.plot(xb,yb,'r.', label = 'noise')\n", " plt.plot(xb,base_fit_line, 'g', label = \"baseline fit\")\n", " plt.xlabel('RA (deg)')\n", " plt.ylabel('Ta (K)')\n", " plt.legend()\n", " plt.grid()\n", " lim = plt.axis('tight')\n", "\n", " ax = plt.subplot(122)\n", " l1,= plt.plot(x,fit, label = 'final data')\n", " plt.xlabel('RA (deg)')\n", " plt.ylabel('Ta (K)')\n", " plt.axhline(y=0, color='k', alpha= 0.5)\n", " plt.legend()\n", " plt.grid()\n", " lim = plt.axis('tight')\n", " \n", " return fit\n", "\n", "# Get the length of the scans\n", "len_scan = len(ra)\n", "\n", "# Set the baseline points, default is 100 points on each side\n", "# You can change the x1-x4 values to adjust the location of\n", "# your baseline fit.\n", "\n", "# Set your baseline fit data points. YOU CAN MODIFY THESE VALUES\n", "x1 = 0\n", "x2 = 100\n", "x3 = 100\n", "x4 = 1\n", " \n", "print (\"Y = mx + c\", len(ra))\n", "# Fit and plot \n", "\n", "onlcp = fitBaselineAndPlot(ra, on_scan_LCP, 'On scan [LCP]',x1,x2,x3,x4,len_scan)\n", "onrcp = fitBaselineAndPlot(ra, on_scan_RCP, 'On scan [RCP]',x1,x2,x3,x4,len_scan)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.3 Fit beam to get antenna temperature\n", "[back to top](#top)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are now going to fit the top of the beam to fit the \n", "antenna temperature. We will use a 2nd order polynomial fit\n", "at the top of the peak. " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Ta_ONLCP = 2.675 +- 0.131 [K]\n", "Ta_ONRCP = 2.468 +- 0.034 [K]\n" ] } ], "source": [ "# Get location of peak\n", "def getPeakPts(drift, percentage):\n", " \"\"\"Get locations of scan peak where we are going to fit \n", " We will be fitting the top 40% of our scan.\n", " \"\"\"\n", " peak_frac = float((100.0 - percentage)/100.0)\n", " peak_max = max(drift)\n", " peak_pts = np.where(drift > peak_frac * peak_max)[0]\n", " return peak_pts\n", "\n", "# Fit the peak\n", "def fitPeak(peak_pts, x, y):\n", " \"\"\"Fit the peak and estimate errors.\n", " \"\"\"\n", "\n", " peakfitcoeffs = np.polyfit(x[peak_pts], y[peak_pts], 2)\n", " \n", " #print \"Fit parameters: \", peakfitcoeffs\n", " peakfitline = np.polyval(peakfitcoeffs,x[peak_pts])\n", " res, rms = residual(peakfitline, y[peak_pts])\n", "\n", " return peakfitline,rms, x[peak_pts], y[peak_pts]\n", "\n", "# Get peak points\n", "\n", "# YOU CAN MODIFY THIS VALUE\n", "# Choose the peak percentage you want to fit\n", "peak_percentage = 40 # Change the percentage of the peak data you want to fit..\n", "\n", "# Get peak points\n", "peak_pts_onlcp = getPeakPts(onlcp, peak_percentage)\n", "peak_pts_onrcp = getPeakPts(onrcp, peak_percentage)\n", "\n", "# Fit the peaks\n", "fitponl, onlrms, xpolcp, ypolcp = fitPeak(peak_pts_onlcp, ra, onlcp)\n", "fitponr, onrrms, xporcp, yporcp = fitPeak(peak_pts_onrcp, ra, onrcp)\n", "\n", "# Print out the ANTENNA TEMPERATURES\n", "print ('Ta_ONLCP = %.3f +- %.3f [K]' %(max(fitponl), onlrms))\n", "print ('Ta_ONRCP = %.3f +- %.3f [K]' %(max(fitponr), onrrms))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot the fits" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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hyD6O4jtJjjnA51/e3szRiYiIiMj5KC0rJafgdLjDEJEIE9aRaKdPn+aWW27h5MmTtG/fnmHDhvHxxx8zbdo0ADIzMzGbA3m+8ePH8+qrr/LAAw9w33330bdvXxYtWsSQIUPC9S2ISBvnybma9Gh4b0078BbV2tdEaTNFJSIiIiK1KfdYcLqcvJUxDq+lH1dOfI64mPb+9rc/uZg0xyYAErutYnivS2p8rKNnDrDmi7mUk8qAPvdyYb9pTR6/iIRHWJNoL774Yq3tK1asCKq75ppruOaaa5ooIhGR81S+HzPuWrt4CZ5aLiIiIiLNz2p288nm50lzbAG2sGbt+4wbm8n63W/TP32iP4EGkHVoGsN71fxh6Iovvke6Ywewg6ITn0A/rbUm0lqFdTqniEhLsufYFj78/Cnc7uBkmZlizNQ+Es1LdFOFJiIScRYsWMCFF15IXFwcycnJzJ07lz179tR6zsKFCzGZTIZ/0dF67RSR85NffDbkfVul3NyP/Mcx1mLeX/sjogt/yJFdAw397Bbjmt0ncg/z3xW/5NTZYwBEmU4a2j0ez9cNXUQilJJoIiL1kLF5ISf3j6JdyV0s//IlANbsXORvt5iK6ezY6S+/9NEc/42Vn8lOfvFZNu5bppsrEWn1Vq5cybx581i/fj0ZGRm4XC6mT59OUVHtHzjEx8dz8uRJ/78jR440U8Qi0pqcyD3Mlg1J/Pfjof666vdf6TEfGcpm9+EaH+9cST5HTu/jbGE2K9fPJpk/sWzdLACsJuPrWqmr5GtGLyKRKuJ25xQRiTSb93+KreC7/nL+uX14PB4KT95AdMWraErMPsM56THvs3S9hxtnvBeoNNnJWDWcjtFHWXL278waM685whcRCYslS5YYygsXLiQ5OZlNmzYxceLEGs8zmUykpqY2dXgi0sp9sfsN2gOdHbsAWPLFs0QX/ajWc9IcX9TYtunzBACyS9Pp7PDt8NnFsR2AKHOxoe+54rM47O3OM3IRiWRKoomI1KC4tBC7LYYzeQcMq5l5vC5eWTKVdEftnzKavccpdlb5ZNJkp6Pdd9OVk/MhoCSaiLQd+fn5ACQlJdXar7CwkO7du+PxeBg1ahR//OMfGTx4cMi+TqcTpzMwzaqgoAAAl8uFy+VqpMilusqfrX7GkUnXx6d9u55Q5jsuLimqM4FWXx2jjxrKLpeLuKg8Q11eYQ5JsSk1PoauUWTT9YlsTXV96vt4SqKJiIRwtjCbLV+kcLqkLz17PUFJYaAtmT+Do+7H8BJNQUmOv2wiyn+cHvMRmWf20a1T38YMW0QkInk8Hu6++24mTJhQ667q/fv351//+hfDhg0jPz+fxx57jPHjx7Nz5066du0a1H/BggU89NBDQfVLly7F4ajHC7V8LRkZGeEOQWrR1q9Pblk2PTv5jv/z4VUM7Ng0z/PcuzcyJNlYt2bdp2yx7iDGElvruW39GkU6XZ/I1tjXp7i4uO5OKIkmIhLSF3veI8rkIdWxh4TYVM5nZQsvds4Vn61SNn66sWrzb7lpxqtfM1IRkcg3b948duzYwZo1a2rtN27cOMaNG+cvjx8/noEDB/Lcc8/x8MMPB/WfP38+99xzj79cUFBAeno606dPJz4+vvG+ATFwuVxkZGQwbdo0bDZbuMORatr69Sl3l+P2uDlTcJwju311Azs2XTJkSPKbQXXxcU/QKSYTS8d3Gdv/iqD2tn6NIp2uT2RrqutTOZq9LkqiiYiEUFp21j9uzB51nmtamGIoLq3yYuw1JtHM7p2IiLR2d9xxBx988AGrVq0KOZqsNjabjZEjR7J///6Q7Xa7HbvdHlRvs9n0xqcZ6Occ2dri9fF4PHywrBtmUzljx2z5mg8GlhJwOwBTw07tFJMJQGbmwwzqPoH1X73GJUNvId6RYOjXFq9RS6LrE9ka+/rU97GURBMRqcbj8RDv/Lm/bLOc54uzKdpY9pYZn8cy6PweV0SkBfB6vdx55528++67rFixgp49ezb4MdxuN9u3b2fWrFlNEKGItDYFxWdJjM4CICuvfjv7msqg/Q4Y8bO6+565BAoGwbn+kD8EvHXcIqY5NrN9UzLtgM0b7uKCiwqIjYmrV1wiEpmURBMRqea/K35GqjlQNpmMHz+We6xYzeV1Po7JZMdqDayDhvecsd1cLckmItKKzJs3j1dffZX//e9/xMXFkZXle2Pbvn17YmJiALjllltIS0tjwYIFAPzud79j7Nix9OnTh7y8PP785z9z5MgRvv/974ft+xCRliO38LT/2Gwy19zRDYmbYdivwOSp/+N3Wu37V+nUpVDYD45eS71Gqy1afQc3Tf9P/Z9QRCKOkmgi0qqVlBXzzso76N55NhcPuape56Sa/2ooezzGu6u8ss5BOzOFYjLHYLUEkmgWzlbrYeV4ziFWfH4tHZJ/wOUX/L96xSci0hI888wzAEyePNlQ/+9//5tbb70VgMzMTMzmwBvds2fP8oMf/ICsrCwSExMZPXo0n332GYMGaeSuiNTseM4h2tnjWbf9MdIqRoe53cE77ZnLoPOH0Pepmh8rfzDsuwucHcFrBpMbHMfAUgqOw9BxLSRs8/VNWe771/tZ8JpgZQZgqfmxreUbzvt7FJHIoCSaiLRqH65/hDTbvynP/jfgrbHfvuPb6NQ+jYTYDkFtHq/bUPZ6a7k7qsJkisZWJYkWZc6r1m7l040P0NWxEQo3Ar4k2uvL78bs/ACPO3jHORGRlsLrrfk1t9KKFSsM5SeeeIInnniiiSISkdboyOl9HPqqH4A/gQaQd3RSoOCFzu9D/2ovLycvhzMTIXcstY4ky0/yfc0dA8eu9SXWErbC8MDqH5i8MHkqbHvE1y/U46U6drN00784lbUQa/kPGvJtikiEqGWMq4hIy+d0HvMfb9i7FPCNLHtnSRc+zIintKyULw+t5fi+4WSsviDkY5w6e9hQjjIX1uu5LRYHVmtgwesYS56h3WQyJuMOZu0CINX8JMkxBzjj+rBezyMiIiLSVn2xa2Gt7R3WwORLjQm0jT8YyuoPYc8vIXccQQmv467v1vqYXgucHQ0rPoVNTxvbhv0KhjwAUdmhz406dxvp7VZz1vNarc8hIpFJSTQRadXM5sDOmsUnZgDwyZZ/kxR9kna2c3yy+TnOHrkYgE4xhzmTfzLoMbJydxjKxe7kej23x+MybErQznYuqI89OrDQduZu43Qlk6m4Xs8jIiIi0laVFNewC6cHur4JQ38dqDp8M7z90T1c8Pw2LplV82jZG6f9q97Pf26QL5m25n++tdE8Vuj4GYy/Bgb/mhonQkRZcuv9HCISOZREE5FWze38wlAuLDlH1LnAAtX5ua8Y2j0e49RNgIJzXxkfk/h6PbfNloDNYq+xvbPlaaDm1WyT222q1/OIiIiItFXR7Aqqs+XBsHuhzz8CdRufhcPfg5EjbvPXnSgeVuPj5pSm1djWc9BezpUlkOfs5K8rj4cDP4JNz0NBf19dpzUw4m4wO0M8iKnuKe8iEnmURBORVq2r43ND+dMvX6jWw5jEqroRgL+Hay8A+U7femlm6jdCzGaNxWYNfjzD85W+WGNbcrtjNbaJiIiItFU7jnzOseyDAJR7Yw1tsfth9O2QtAnc0bD3p7BiORT2h6Ml36BXamDk/7UzNnG0eBKhDBu6mKOlc+ncZzNJ3deSbfYNaSsoS6R7cl9mXnaGmZceJd/Z0XBeUU/Y8rRvUwLwbUIw8XKIC871iUgLpI0FRKRNiY1JhdJA2WNOBwIjvqruEuevowiAUk8S7cnBUs9pljZbXK0j0QCspjJD+XjOoXo9toiIiEhbdODkTrIPjSUbyO2+ls6OwLIbvZ6HbhVLjRWnwY6HoTiwcgY3TF9keCyrxcq4EX/j2N7AiLRjzhsB6Js2jL5p7/rrB3e7iLVfDWds+jj/uVaLlStnnGHz/k8pOHapv6/XAiuXQcJmGPEzX93oH8OmZ+DcgEb4IYhI2Ggkmoi0KZ0SehnKUfbehrLFHOqzBd8UT4/XlxCz1jOJZjHZKHeX1dqnna3AUF6+8Zf1emwRERGRtmRn5gb++1EvPttyh78u98gE/3HqkkACDWDzM8YEGoDFErzDep8uQ/EkvISjy8eMHJPLDdP+L+TzWywWJg79FskJXYLaRvWZEvKcvFGwYWGgPOKnkLQuZFcRaSGURBORVmXv8S95efE41u0KvbPluWLjVknxscYkmjVEEs1UmUTDl0SzmUv862ScKB5aYyz2wh+wdWPHGtsBzKZqa6J5So1FT81rpomIiIi0FVt3zCM55hDpjhVBbeOvggGP+o7zhsLKpVAeB6c8P+VY2c11PvalI25iTL/ptHckhpyV8HUUd4fVH0LuhWAphSG/9u0Y2idxAzuOrGfFChOvLx7g36VdRCKbkmgi0qps2zaHro71OE99I2T7ueIsQ9lmbWcoHzmzO+gcE+UAeCuSaFHmEsyViTXryK8ds5ExiZZflNPIjy8iIiLS8niJDlmf9hZE5fmOcy6CrU+C1wZlcS/w7Uv/gqmZ3vLmWh8C4KR7HseLLzC0uR2w/Y9w6lIwu2Hwg75EWv6xiQCkOvaQuXsQn331PmcLs6s/tIhEECXRRKRVSbTXvhh/UekpQ9lmMd6Q7T26LOgck8mXMKu8eYu2lmI1+5Jdtqjk8441JK9x+6azRWf8x4dO7ea/H/Xivc8ea9znFBEREYlwXlNsUF2v56Hv077j4nTY/ghg8pWnj/btwtmuXfMsQvbNi39D36EH+faUp5h44etB7V4r7L6vWiJtrbFP2ek5rF3XO+hcEYkcSqKJSKtiMdc+/dHpPG0o26wxhnJsTPA6F+aKkWiYAn0r1zJLT77kfMKskQljEs1iDqzdsXbT/yM55hDxZb9o1OcUERERiWRn8k+SHrPEUNfnqcAaaJnXwYb/BNpOlP/QfzxzzE/JNv+apO7VMlZNIK1DT8xmM+mdenOieHhQu9diTKQN+h3Ebzf2ia22Xq6IRBYl0USkTSl3nTGUo2wOQzkre2XQOTZzUcWRFU/FfuWVa5l16di4n25aMd44mU2BJJrVdKp6dxEREZFWLfPMPlZ9+ayhrv026BrYOJOD/w//CLSimKe4YWqgv91m5+qJv2NYz/HNEG2Am8SQ9ZWJtOzxYCmDofeDI7NZQxORr0FJNBFpU7zeQkM5qtpItDTbi0HnuDyViTY3Trdx+me0LYYyt73R4ou1HTeUvzz4PwA27/+U1Ji9jfY8IiIiIpHu0KndHNzZjw6e3/nrHEdgyAO+4zOXwIpP8CfQAK646M7mDbImpqgam7wW+OrXUDAQbOdgzHcgYUszxiYi501JNBFpY4w3NHZbTA39Asq98RVHbrxV79KAaJsDc8WaafV1vPjCGtuqD+FPLJ8PwKnDoTdKEBEREWmt9u0YYShH5cKYW32Jp4IBsOs+wBLqzAhgiqu12RPt22yg0oh7wHquiWMSka9NSTQRaZU8XlMNDbmGYlQ9kmjgrTwZk//YJzqqHVZzecNiM8VztjS1QefEWIsb1F9ERESkpXnvs8fI2LzQX46yVFkr1gNDfxUobv+jLxFVVaErnkgx7aInOF3SmxzzbzjlvQeALPdPOF72HX8fVwLsnxc45+I5vq97j3/JmyvvI7/4bDNGLCL1YQ13ACIijeXjjS9QObHS5Qk9hN5EqaFcXl5W/yfwug2jzjxeE1HWmofq18wCppo3QHC5bdgsrsDzeDwUutoTa8s/j+cSERERiXyHT+/1bZ5UBh7PLXyyZaFh/kCP/0DcPt/x5r+Dq9qSY8ec1zO8f4RM5QRSE9O5duZ+wHcvd+TMD5jYqR+vLLnMMDHi2NWQ9g7EnPSVJ0+BFZ+OoBOwZcMCsjx3c92lTzT/NyAiIWkkmoi0GvbCH/iPXdU/mqzgNbUzlIvL6jNuvnL0WblhJFq5Jwqz+XxeRi1BI9oqHS2eCKbgtsLyFEPZ7fYl80rLSnln9UN8eajpd5wSERERaSplrhL/8eHTu4k6d5u/nPoR9Pg/3/Gu+VAwOPj8m2a8ytAe45o6zPNiNpvpmTLAd99oCp4F8fmrxnK7/YHjVPNfmzY4EWkQJdFEpEXzeEKP6PJ4a1ogwzhyrNQZvI14kcu4hoWJyufwYDZ5MJVDTCakfggsWsSAP0LPF6DjGt+isNEnwFTrDE9Llcc0sjvGYak2Ss1sNuPydjHUbdqfAcCby+aS5H6Qnbt+XNsTioiIiES0eEeS/3jd5pv8x/bTMOBPvuMT34BT033HRTFPcq6sfXOG2Cgmjn6SY8UXsvPUvYb6FZ8Ejgc9DOYSRCQCaTqniLRYy7e+TGn27VgTn2L66O8Z2so9dopLC0OcZdwEoKQsOInm8fo+X8gpTaND9HFicsoY+hD0suyg27qq2TEnPHEVta1uljcM3DGwez64Ku/zTFZMIUabAXi95ZirJdEKivMwWbsa6io/rU2P+RiALo5ttUQhIiIiEtls1sAsgjRHxVaVHhjwSKDPvp8Ejt3uMlyeWKBlLXfRPbkvXaatZfHixRwtHk+64zNfgwXWLoILvg/tMqHv32BPRZ7tpY+vBfcZbrx82XnOghCRxqIkmoi0WOa8m3FYgXO3AcYkWpF3EO+uvpM0W7WTvMYhYs6yAv86agBHi6eQYN2CpRDGLsgl7TMA3wIcHTBuSgBAp05w5gwA+YPBVgCOo4HmhIrc1oS5vq/HroKTN3kwxYYeieb1llNtA1D+t/IWMNkNdV06Dgh5voiIiEhLZLNUv2mD9DchcQu4o2Hj8+Ct0iUmuiPFebXvgBn5jDMnXO1h1/0w4qfQ+SPfPeWWv0G6/U0ADp/eQ6/UgeEIVEQqKIkmIq2SyVtEO8+HIVqqJdFc5wxJtITDJcyel1dRMo6jPz04nuyrCijuBoV9oKg8liumnQZgxYpA5mvyRDefv2yh3RHo+xTYswOP0fVduP7d9wBY/xpU36TT6zWOlANIj3mf0yW9DHVmc6Tu5y4iIiLScNZqSbSErdD7Wd/x/nlQkm7sn5rUn5y8GcBunG7jh40tRc9uP+dI5jk8pq6kx3wAQN4IcMWCrRDa74CoHCjr4Ovf3tEhfMGKCKAkmoi0UjZTDoXuviRwxlBvqjads7zct7FA6kfQ969gKVtvaD87EtbdnYqjWxbHiofR1bHG32apslPniAuyWbb5b4wbciuYzZR0g5JukH0JHC8eTe+8TQxcANEnwZ7jO2fs9b6vm56Gc4N8x15v8GJqxa5Yyr2xhjq32xXUT0RERKTF8gaWujCV+UZjAZR0gZNXBHfvnjyQfmmPsuSLLgztNbuZgmxcF/WfycVD5vjLlR/KfvY2TJrhq+v3F9jxe8AEUbaWmSwUaU00oVpEWqTqGwpUL7eznsIcFWLrpmoj0eyZR5k8xbdgraUsUL//x/DKByP58i9QllKZLDPOs7SYA4mshNgOfGvig3RJ6hH0jA7LMUq7+Ibjr3sTNswbQ2lS4LFGz4Me//YtIBsqiVbqjsNt7mf8LtxlQf1EREREWqLXl9/NhvWBqZndXwm0bVtA0FIXAPGOBOw2O1eOv7fVTHHs3Gcz2aXpeKPgi3+BxwYdP4MU335S2CxKoomEm5JoItIinS3MNpTPlRoXlY21FWCzdfSXS8t924mbqiTRUpfAFTe9aDhv6SNDyfjExrFrwGvyLXBrMfkSVt5qd3A2c3mNu4NWVWa7IVAwwb4rB/PpGzHseChQ3eP/YMx3IWXL0eDzvXHgLTLUuT21bv8pIiIi0mKkmp/0H7c7AN0qkmg7f+sb2V9dlvsnwZWtQP+uIzHH/j8AinrC4Vt89QMXQMxxiLJG1XK2iDQHJdFEpEU6nW9MNi3b/HRQH7PJt7bG0ZIZVWrdWEqg3+Mw4NFArTMJViyH00NjMfunafpeIm3mylFfwR+DuuqYVnm8eBTfnPgIOaVVdtf0ejDhJXui7zl3PAilKRB9Cqb+8mP6Pmnc1tztbR+URCvXdE4RERFpZUxu6P9nMLvhzMVwZpKxPd/ZkcmTvVx32ZOhH6AVaB/b3X989PpA/UU3wWtLxpFz7kyIs0SkuSiJJiItxrpdH7Jx3zIAdh9ZYmgrKtxqKJ8ra4/ZXLHso9eFyeQbMZa8I49LZkEX39qtZE2H1R/CurepyJF5sJh9fbs61gIQba3MaIVIopWHnlaZXepb/XbIwKewWaPoEH3M3+YpPw54/Q+ZPQm++Dccr1gSI20RjP4RODIr+psSMGNMonk8SqKJiIhI6zJpKsTv8R3vuwv/rVeO+bcAeNrdHZa4mtPkoTdQ7PKtheu1wL47A23DvtzA9k3JvPTxtZzOOxGmCEXaNiXRRKRFyC8+i/PUNyg8PpXCknMklj9g7OAtNBSdnnhM5soh725MQHIGTPvlQX+frX+B3fPB7QicZ6Jha405XSUh66+4dDe9Bu9leM8JQW1RpiOYTcZpoO4Y2PdT+OSPE3F2hHZHYNTt0HElYIrFQrGhf7mmc4qIiEgL99lX7/HSR75PEaOqrNRxri+UVazKcbT0ar418UFGjsnlqovvD0OUzctisdCx21v+8vFvQua3fcd9ngJzKaTb3+Tjdf8vTBGKtG1KoolIi7Bu5xv+473HNwa1m7wFhnK5NwazyTcSzex2MX2qk0F/9LUV9oLP3oK8kcHPY641iRY8Es0RHRuiH8REOejWqW/Itva2Y0RZQj/PyZEdWf+MhbzhYC2BIQ/CiIU7sGgkmoiIiLQyZaevJD3mfQB6P+Or89hg07OBPjdO990DtnckNnd4YdMteZChfOQ7UJoMMVnQ/SVfncWbGYbIRERJNBFpEfKLDviPzxUHrwVhJddQNuHFbLJiLoNLFuzy1x+YGc/G56GsQ+jnMZsaNhItJspRd6dqSt2hE28AZk8mJQlRfPl44FPHoW/sY+zjpzBVyZuFWhOt3K3RaSIiItLyJGyFlOXgNcHmv2N4l2o2t723rMnt0wxld0xgWmf3V6Hze9DFsT0MkYlI23tFEpEWqcx5xH9c7nEGtVtNxmmVKTH7iDlbwoQ50G3dWcC35tjmO5PAUvPzmKlthFeI/dXr6UTxUP+xpZZEXZpjIx6vBa8FDt4Ou+8Fj9lE+nInk6aD9aTvZdsdYiTafz8edd7xiYiIiISDqRz6/cV3fGI2FPYLtJWUN/zDytbAbDaTkL7CUJdzceC4/xPNG4+IBCiJJiItQrr9Tf+xJe+WoPZSb3dDOX47XDZrPpaKfNvmx03s+ymY/DtvhlbbSDQL578b0syJy/3HTnd7PN6aE3KeiizfruzpZM2ETx8MJMcuvsFDu4Ohk2hdHNtxu2v//kREREQiwdYDqwCYNA0cFZuuH7rN2OecK7WZo4ocI3pPItf6MGdKAve4G58PtCdtCENQIqIkmohEJo/Hw6rtb3Lo1O569feaov3H8dth1E8CbcseGkHBKN9umCZqTzJZqsyZLIp5ytBWfb00p9ter9gAEmM7+o/LvAmUuaNr7Ov1J9h8MZ8YHcv+eYH2C28Dx679Ic89dOqresckIiIiEi4ncrZhrbKkbXEalMeDo/NHlMW9QFbxQEYMeyd8AUaAb178ANfMPMzZUl8ysbAvHL3G19b7H7D7sDJpIs1NSTQRiUgb9y3Fk3MtR3YNrOcZvoRW9QTawR/AiYsCC/ybTbWvG1Y51bLcYyGt4zBDmydqsqF8riylnrEZuUnC5ak5AefFmEQzU8ixq+Ho1YE+Y657APYHJ9IOZQVvuiAiIiISSb48uJr87Ofo/nKgbsN/4HjxaMb0v5zpo2/jullf0S9tePiCjCC9+7/tPz5yC7jifTu5m5+4iKWb/hXGyETanrAm0RYsWMCFF15IXFwcycnJzJ07lz179tR6zsKFCzGZTIZ/0dE1j+gQkZbp1NnAZgB5hTl1n2CKxlJsTKAd+H+QeQNYLIFdBBLtp2t9GKvZNxLN47VQ7jEm3CaN/CXnytr7y94GvoQeLx4NQM/ud+HyxNTSs3oSrRiAvT8ys/tb8YFufftirrY8XJmrsEExiYiIiDSnI6f3cTZzIj3zd5C2yFe37VHAAjbH1HCGFrGG9RzPoBHHASiPhUO3+up7LgTHidtqPE9EGl9Yk2grV65k3rx5rF+/noyMDFwuF9OnT6eoqKjW8+Lj4zl58qT/35EjR2rtLyItT5cOgU8e1+9+u5aePpZyGPzbQHn/j+Do9b7jKFtSvZ/XavaNRPN4LbjdgembZe4o0jr0pEPX//PX1TWqrbqrp62l56C9XDx4LuXe2pJolVNPvRUlGwAWs4esOwrYe3eg56CHwbjMm7dBMYmIiIg0p307fLMMer4AZhfkjobcC31tE4b+MIyRRbbkhC7+45NzfF9tBXDxHHj1kx/y7to/klNQ+4fFIvL1hTWJtmTJEm699VYGDx7M8OHDWbhwIZmZmWzatKnW80wmE6mpqf5/KSnnN6VKRCJXYlxn/3FR8fHaO3tg7F82kLQR3NGw6R9w7NpAs93eseZzK5S2ewYAm9mXGPN4LYbF+ysTWuMHzfHXdYg+VufjVmW32eme7Jta6vIm+utzzL/lqDMQcHzU2YqjyiSa1fA4J66ELU8Adjsd18K4q6FyqTeP19OgmERERESaS0FxHlazm8QNkFKx59LB2/EPwrfbavuQUSp5LZA1LVAe9tnzJLruZ93nfWs+SUQaRUStiZafnw9AUlLto0YKCwvp3r076enpXHnllezcubM5whORZnTq7EH/sbOs9k/VJl8GvT7NBGD1/HTOVVtGzVGPJFpSfA9D2YMFd9XpnKbACK8zJca+58NjCsQ0YehtmEzB09Ld3jggMBKtqvwRwOuvAxCVB6N/VNmikWgiIiISefYd38bGz33v84b/0lfnioXCPoE+SqLV3+75geMhFbMxYm0FeDz6QFWkKVnr7tI8PB4Pd999NxMmTGDIkCE19uvfvz//+te/GDZsGPn5+Tz22GOMHz+enTt30rVr16D+TqcTpzOwaFBBgW8LGJfLhcvlCuovjaPyZ6ufcWRqCdfnQOYbdK1Ye9/rCZ42mVvamaTok6R8HKjLvB6yLoih+mboFnPdu2iWlhUbyh6vhTJXKZaKsgmv/+c1ctj7bNp2FdHxPzz/n6EpMBLNWeYksA5agNfTE4Cujs9DPoTriisoSzHT7pSHuH3QcSXkT3VH9HVtLVrC71Bb1lTXR9dbROT8fbHrH3SxeknYEqjb/Stjn2gl0erPBDljocN6X7HLu3DiKt+sBHNkjZURaVUiJok2b948duzYwZo1a2rtN27cOMaNG+cvjx8/noEDB/Lcc8/x8MMPB/VfsGABDz30UFD90qVLcTgcXz9wqVVGRka4Q5BaRPL1yXMW0zXZd5x7toi0arO2TbiI2wX9HveVjw9O4OD/y8NbGPwm96vd2xlUx6zvL7/6hKFV+sRH5bJr714GVtSdKe7G4sWL/e3RPAbZGOoaIq/URHrF4LPVq1eS7ynwf79+XkvQeVUtXryYc//sxeSF++n6Dgz8I3xl+4LF2ecXkzRcJP8OSeNfn+Li4ro7iYhIkA17l9LJ/CJ4oWfFZpLHroKcCcZ+NmtU8wfXgm1fAJOn+I77PeVLopWVO7FaIuZtvkirExG/XXfccQcffPABq1atCjmarDY2m42RI0eyf//+kO3z58/nnnvu8ZcLCgpIT09n+vTpxMfHhzxHvj6Xy0VGRgbTpk3DZgueiibhFenXZ1fmF7Q/GthMoEOHhKA+jlw3Q34NFhdkj4dl88fQjaVYQuSdevRMgzre+/boNgCq7XR5/cyfsHWzLwk/bMgb9Esb0cDvpGb/W7cFKkbbjx13Eet3Bn+AYKrjU8R+I7ty6uB+DvwYHJmQtBGuvf+/uA4sgPT0RotVgkX671Bb11TXp3I0u4iINEzxiRnYzJC4AdrvAHeUbwd1gLPW35FY/pvwBtiCHbsKur7rO+71PJSMKsJhbxfeoERasbAm0bxeL3feeSfvvvsuK1asoGfPng1+DLfbzfbt25k1a1bIdrvdjt0ePJXLZrPpjU8z0M85skXq9dm251d0NQwUNU7nNLlgxo2+xfcLulnYdZ+bbu2WAmAxOTnp/hGdLc/4+3u9ZdQlyhYTlERLiE9i4kQ3pa6SRr8ZaReTAhUbEZvMJsyhppyaak+ibTv4Oin4Bqx99Vu4eLav3nbVVbB5MyEzitKoIvV3SHwa+/roWouINJyrvOI+zAs9/+07PDEHyiqWh42JToHC8MTW0hwtnUN69HuGuv0/CSTRur0GK/5fCuYObzFx6LfCEKFI6xfWydLz5s3j5Zdf5tVXXyUuLo6srCyysrIoKSnx97nllluYPz+wauLvfvc7li5dysGDB9m8eTM33XQTR44c4fvf/344vgURaRLGxfE9HmN2q88/Asdrf5uMu0p+q0P0CSyWWEN/l7uEulgsoddNM5vNTfJpXnRUe/+x21POtAt/a2g/XjwCvLW/RMc5eviPy2Nh43MVhW3b4Pe/r/G80rJSNu5bRnZBlhafFRERkSZlqvhQsMN6iN/t20k98/pAu6u8KEyRtTzXXvZfHF0+Dqrf9mjg2HEIPDlXc+T0vmaMTKTtCGsS7ZlnniE/P5/JkyfTuXNn/7833njD3yczM5OTJ0/6y2fPnuUHP/gBAwcOZNasWRQUFPDZZ58xaNCgcHwLItIETLYBxoqKkWQer5kOn0HaIl/17l9AfmrwtGyTybiehrvcmETzJr4SdI7V3LxrcLiqxOT2lNOpfWdDu8cy2H/TWROzyTjSrLAfbLz/agC8Dz0ENawH9eayb1J4fCo7NnfmlY+vPJ/wRUREROrFarGCG4be5ysfvxJcvk06yS3tzKi+cwHIKU0LT4AtiN1mZ0y/6UH1uWPgzETfcfeXfV8PfdWPFdve4I0Vv9CHpiKNKOzTOeuyYsUKQ/mJJ57giSeeaKKIRCQSdLb+y1CunI5pOwUDKj5pO/QtK1mzynEXGzcIyXN2wm0rMnxE4PEaR7LlnTtEIkZWazTBe4A2naKSE1Sm7VITuwe1+9ZDqz2JZjL5XsJPFA/DTRLpjhVkXj6cpK376fXhVpg+HT7+2Pe1ivSYj6ocf/B1vg0RERGROqVW+Vzv6HW+r8ec13HpmAV0SeqBfdRJ4mKq351JQxy5GTqtguQVcPhWKEkHcq8jBVi2dTDTRt0a1vhEWgvtfSsiYZd19iivLR7EO2t+B4DZVO3TMm8ZpnK45HoPtgIo6A/7vu97+fJiTKJdMm4Hbrdx8e9ou3FrzpH9rgmKwWpp3pFohYWB/d0TY32Lgpwo/0GVHqagjQWKXMZpqiaTqaKnm8qXcxNejt25NdBpxgwob870oIiIiAh4PB6cLidOl5POH/rq8oaBK8F3PKzfnXRJ6gFAx/hU7LbQS2tIsKjk9zhWPIHEbqsoKEviaPEUCvv4NtsyeaB7tUkXuXnbwhOoSCukJJqIhF3Gupvp7NhFUvlvOZj1VYgeZUyaFih99WswRfkSbV5TYL2ys84UOsQn43HnGs7u13WSodwjuV/QM1hrWBOtqdg8u4LqHI7egYLJDJgM7edc1XfcrEyieaAioeb1evDY4cAPqz6ZFkMXERGR5vXK0mtYuSqeFX+dRPsd4LH57uEqlZZpx+PzNX7QbG6atYbhvS5h5qUnuXnWcsA3Gg0gJQOiTwT6l7vPhiFKkdZJSTQRCbt0x0r/8YYtVwW1j/n7Dv9xeTso7mLCYnIDYPLm+9vcXt9oMpMny3B+3y7DOV3SC4CjxVNDxmBr5pFoqWm+jQSOu27z15kMSTNz0Eg0l6mboZxfeLDixMBItMpp8pVTJfx++1tEREREmkt69DtEWcq44O3PAciaEdiRE6C07FyYImtdbNbAPey5AVDUwzcabeyNgT4ed37wiSJyXpREE5Gw2nfcOLy8o/2AoWw7C/0XBz5KW/O+76vZ5EsWxZiPBT2miTJD2Ww2M2nsSk7zS6aN+1dQfwCbNbrBsX8dk4dfx/ALznDjtBf8dSbDRgEmvNVWaevf66eGcrTz7xU9PQRGrXnxVOzquWJZlc6/+x2cDf0p5Kdfvno+34KIiIhIrWL3Q4fPfRuOZ1b7gE9JtKaRVWUp3KicigNPXjhCEWmVlEQTkbDad3y1oWw1uzlZPASAgrJEJnwz0Lb+iSgwBRJoAF5vIPHUMfpoxZFx10qAlMSuXDv5EVITq0+JhHNl7Ylq5iQaBNZCq1Q1iWYymfFUSQYWlCUxpv8MQ/+4KN+niikx+/GPRMNDSXnFFFezcctzrqs+PM3nzNkvz/M7EBEREalZt4rP6U5Phuqbb0ZZHUH95fy5PL4Np45eH6hLe9f31Yymzoo0FiXRRCSszKbghJfJ5Esejft9YORUWQKcHRK8obA3xMuYl4atb5ZfPrjZR6KFYjZV/V5MUGUkWtdeb9VxduWaaF6c7sAGBLljIPPbFYVPPoEdO4LOdLvPsXzry7y+7C5tgS4iIiJfS3FpIR6Ph+QMSP7UV5d5Q6D9WPFYjpZcycSh14YnwFaqe/+N/uMdvr266PIeWErAYT5O1tmjNZwpIg2hJJqIhJXZHLwWmYUyTGXQqcogtc/eBW+1hfYBvCFGnXlNCQ2KIanj9URZw78jlKlqEs1kwet1+Yuj+kwB4HjxiBrO9p1bXp5HmTfO0HLwh3BsfG/weOC228BtPNPtPoc572ZSLU+xZNNzX/fbEBERkTZq/4ntbFgfxytLr2bQHwP1RRV7JyWkr+SmWeu4eeYizGa9FW1M/dKG+2dzZI+H4q5gOwepiyExOovdX3YjuyCrjkcRkbrolUtEmtXKbf/lzZUP+Ec8WSzBO0eaTWV0ey1Q/vxl39dyjzHh5vEGJ9UATJbEesdTUu7g8gt+HJbpnNUZpnMCQdkuYOjAp2t9jM6Wp0mN2VvtgWHHvLPQvj1s2EDXt43NXaNe9h/nnv2sgVGLiIiI+OzacQkAPcve9dft/E2gfUTvic0dUpviqZyNYYFj1/gOu75VsQcVsOfo5+EJTKQVURJNRJqVN/fbdPL+gYzNvgX+LSFGorU/XkL3V3zHO38NJRVraLg8MYZ+bo8VU4hEU7fOs+uM43SJ7yPRHv1XYjabibJFwki0qqPqLCRHXcxZZwpHS7/lr42NqSlBGDqhWKkoKQYeewyAPs9AUg33UF73yQZELCIiIuJz4ORO/3qtXT7w1RX2hjOTwxdTW9O3T2D4X9YMKGsPMVnQcaWvzhYBMy9EWjol0UQkLCwFt3M67wTW6kk0L4z4WwFmF+SMgTNTAk0er3HUmssbnIADmDj0mjqff9ol60nvv4OB6RcARMZINIxrotktMcyafISbLw+sh2azhP6eMdX+cu72RvmmclYY9ivAG6KjNzgpKSIiIlKXc8XZAJjKAwvaH70a/+d8Z0p6hCWutmRMv8DWnB47HL/Kdzz4YcAb+sNrEWkYJdFEJCysZjcZn83BUi0plLIUOn7pxm2HfXdjGGDVKeaIoa/bY6OUwSEf/4zpfgDynR1DtifGdqR358C5tmrTSk8WD6rnd9J4zOaqu3NaKuqML9PWENNfAahhamslj9cOJhMF77zur+u4OrhfumMFL300s54Ri4iIiPgkxHUGoNMKsGdDWSKcvtTXdrY0lRmTtoQvuDakwP6Y//jE3EB92rtwaP93KS4tbP6gRFoRJdFEJGzSHJvYfyjwhz5uDwx8xHd8+DtQ2rn28+Oi8uiR/r2QbXMn/Iby9v9h7Jj63bCZzWZOlP+Qo6VXYen4NrMmr6nXeY3JFGKn0ups1vMbiebBd17x5PEcvtlX1+dpMJcE902PWVJnHCIidVmwYAEXXnghcXFxJCcnM3fuXPbs2VPneW+++SYDBgwgOjqaoUOHsnjx4maIVkS+LpvFBl7fGlwAx+dC5aSB0aNXEe9ICFdobcqccT8jKvk9AFztA/VJG6BjTCbvrb0/TJGJtA5KoolIWKU7VviPB/82UH+s7hmZtbJZo5g68hZSErvW+5wbpj7LzZe/wyVDvkl7R/03J2gsJpOpynHohFrNa1nUPhLNZioAoNhZSOYNUJIK0aeh+8uh+28/vK7OeEVEarNy5UrmzZvH+vXrycjIwOVyMX36dIqKimo857PPPuP666/ntttuY8uWLcydO5e5c+eyY8eOZoxcRM6H1WyjwzqI3+MbIH9ijq/+WPE4unXqG97g2pjxgwLrA3/xgu9r0hcQdQZcZftwupwUFOeFJziRFk5JNBGJCO32Q/Qp3/FXvwavtX7nuT0u//HR4im19Ix8ZlPVbzp0UsxmDp7OmWP+DTbPV7U+dqeYw5zIPcy54mw80bDt9lgAur8K7Q4F9885PJ7Xl91V79hFRKpbsmQJt956K4MHD2b48OEsXLiQzMxMNm3aVOM5Tz75JJdffjm/+MUvGDhwIA8//DCjRo3i73//ezNGLiLnw2qJYmjFICeTF1wJFceEGPYuzaaoN+QNA5MHurwPmONYvLwbmzckcrYwO9zhibQ49XybKiLy9ZWUFQfVHSu+hK4xq+nztK98elJg/Yz68Hrd/nRTz+4/+fpBhpGpypTMqqPSqjKbg1+2Jwz9Pru//F2dj7/1wEfEO3xzZDMvTGJwZyuxJ/O48HuwYjlBebtUy1PAk/WOX0SkNvn5vl37kpKSauyzbt067rnnHkPdjBkzWLRoUcj+TqcTp9PpLxcU+EbdulwuXC5XyHPk66v82epnHJnCdX2+WPYEl1cc77szUG+hVP+vVNPc1+j4VZCwzbdrareb/uufZvvlgeVMGHRVs8TQkug1LrI11fWp7+MpiSYizeZs4emgOq85kU6rIHEruKPgwO2+eo/XjNnkqfXxPF4TXo+byomPbndZ4wbczMwmM5XfsamGNc6qboBQFvciFw++Fkd0LLvr8fj5Z/6GNeVnRAEu2vP5nX247L7lACR9Drljg89xu91YLHWv1SYiUhuPx8Pdd9/NhAkTGDJkSI39srKySElJMdSlpKSQlZUVsv+CBQt46KGHguqXLl2Kw+H4ekFLnTIyMsIdgtSiua9Pl9d9mxflDYPj36zS4C3W2oY1aMprZG8XTbS1FIDsi8HZ0bfhQ/JKODXN12fP7gPkH9a1qYle4yJbY1+f4uLgAR+hKIkmIs0mv8g4ZNzjNWMpszKo4v3P0evAmeo7LvfYiLI4Df2Pu24jzfaiv2w2efFW2dGy3GPs39KYTVYCacPQiauqCa1O7XvjiI6t9+N3duziWM5KukaBh3g6fvtBTq5ZTufF0PtZOHsheKs97fIvX2LaqFsb9H2IiFQ3b948duzYwZo1jbtpy/z58w0j1woKCkhPT2f69OnEx8c36nNJgMvlIiMjg2nTpmGz1bBrtIRNc1+fjM3/pJ0lkSHLfLuon7jS2F5uu5RZ02c1eRwtSXNco12Zy8g9OgHwLZNy/Ero9SKkvRNIoo0eMYbhvSY2yfO3ZHqNi2xNdX0qR7PXRUk0EWk254pzDGW3x8INV77jL2deH2hzeWy4Yv9Mu5LAFM3RA39M1v4Xqz4EFw24kreXX0kUO7lk2CVNE3gzqc90zqrKPQ0feectPwlR4DUlMLzXJbz+nQl8a81a2h2Bzh8E3/gWnp4P3Nrg5xERqXTHHXfwwQcfsGrVKrp2rX2zl9TUVE6dOmWoO3XqFKmpqSH72+127PbgDVdsNpve+DQD/ZwjW3Ncn8wz+3CUzKPDKojJgbJEOHMJnCgezuSxi9i0dxHfHPcD/X9Sg6a8RsN6j2ej5xN2H/w3Xe2vcPIK6PF/EL8b4nbBuYEQExOna1MLvcZFtsa+PvV9LG0sICLNyGsoOc4F5p1n94vDEx1oM5m8WKotou+wxwU9osPejptnLuLbM/fRJalHo0bb3IxTOOtOosXYGz7KIt3xie/Rzb49z+fMWcKhW31tPf4NlkJj/8Ro3xSqzDP7OHSqPpNGRUR8vF4vd9xxB++++y7Lly+nZ8+edZ4zbtw4li1bZqjLyMhg3LhxTRWmiHwNpRXr3ab9z1c+OQu8Nhg76jW6JPVg9ti7cdjbhTHCtu2Cvpdx04yXKShLxJUIhb199aN/7Ptqt8aELziRFkpJNBFpNuZqSbHuL/m+OjvCx48PMLQ5rEV4vG5DXbvohKYML+wsVTYNMNXy8pwX9Qgn3fMY0v2i838uayIAjuhYXD9ZS3E6ROVD/8eD+7rKyzi4sx9Hdg2kuLQwuIOISAjz5s3j5Zdf5tVXXyUuLo6srCyysrIoKQns1HfLLbcwf/58f/muu+5iyZIlPP744+zevZsHH3yQjRs3cscdd4TjWxCROiS060RMJiRuBq8JTnzDVx/vSAxvYGIwfqxvF/fcMYG6uD1hCkakhVMSTUSa1PbD68jYvBAAa5UkUfQJ6PKe73jXrwCzN+hcb7UkWmy0ceTVcddtjRpruNltgUWwa9pYAGDu+F9y/WV/N9QdLbmyht6hWSyBT4UH9x7PF99LByB5BcTvNPZdvvU//uMi57kGPY+ItF3PPPMM+fn5TJ48mc6dO/v/vfHGG/4+mZmZnDx50l8eP348r776Ks8//zzDhw/nrbfeYtGiRbVuRiAi4WOzRtHlfd9xzrjA2rYd40NPwZbwqLweh28N1I2+HY7tHcaJ3MNhiUmkpdKaaCLSZLLOHiXn8HhswIGTF/pHohWUJTLgX2cxl8OJUR3JG50NxcFJtHJ3iaFstxnXvUlsP6KpQg+Lrp36k3fUd+z2lDboBfraqW+wbm103R0reL3lhnLqbYvgodEA9PgPbPtToC03fwudKzYciHckNSAqEWnLvN7g1/XqVqxYEVR3zTXXcM011zRBRCLSmM4WZlN05jjpb/nKJ+b4vh4vHh2+oKR21VcL8cKabc9y7eRHwhKOSEukkWgi0mQ27P6v/3jj7n9jtfiSaAkHykitWPJm863dK3qESKKV177N8IzRP2qUOCNFUmyy/9jpzGzQudUTjHXxeFyGct+0EWx+ynecuAliqjy9xx24DjaLFlcVERFp61zlZXy5sRNJl4zw1+Ve6PtqM+WGJyip1fFi3wX64oVA3aCHwFm6K0wRibRMSqKJSJMxmwJjqVJMj+OsWHx28HO+EWanLoO83pVJGU/Q+UntBwTVlbkDySKLxdKI0Yaf2VzlJdl9tEmfy+s1JtHMZjMFQyF7PJg80PPfgTaPt9jQT0RERNq2vCLfjutRFfkyZxL+d5bJMYfCE5TU6tKxb3GqpC9FvQN1ySvB7Gnae06R1kbvhkSkyUTbjYvK5hZmkvY2dPjSlzA79D0w40vQmEIk0SYN/XZQXX5Z615j42TxQAASEq9u0uepnkSrdOh7voWBk1dA7D5fXbRnQ5PGIiIiIi1LYWk+jkywloDXDJueC7RlFQd/CCrh1zmpG9+euReAM5cE6jsePhOmiERaJiXRRKTJRFXbNvvM8T/Q/ZVAubQLWEy+UWlujAm3467vYjabOen+sb/OVV6G09ul6QKOAFdM/gxHl4+ZPuqHDT63+8BdHCu7pV59a0qiFfWGI5N8Gzj0fNFX1ynmSINjERERkdarqDSf1MW+45yLoKxjoG308DdCnyQRY+dDgeMZ846FLxCRFkhJNBFpMmfPHTSUU7/MJ+osuKPg/Ze6AmAxlQJgsw/nTEkPf9/KnTnTkif760rKihk55K+4PWaOl32naYMPk3hHAmP6TT+vaZM9UwZw0/T/kG26j2zzA5SWx9TcuYYkGsD2G1PwWCx0+Bzabze27T+xPfRJIiIi0maUlxSRutR3nDXL2NY3bVjzByQNU22DgZyC0+GJQ6QFUhJNRJpMYdG+QMELQ14+C8DJ2VDcwZfgsVWMRDOZLLi87f3du3X2bfHUPWVE4PFK8xjcbQzjLz7HjdMXNm3wLdjVk/7A1RMfJts9p8Y+cWTU2HauSwzHr7wYCIxGq3Rsr26MRURE2rKdmRvIe+23RJ2FskTIGRtoO+a8LnyBSYNsejZwbH75pfAFItLCKIkmIo1qzc5FvPlRT9bvXkyaLZCBSdwEHXc5cUdB5vXg8fo2HbCafSPRMBs3CeiT5tsevWuHXv46s8nXJybK0ZTfQqvxzUkvUBb3IpaObwe1tbdn13KmiYO3XYHHBglfQvsvmy5GERERaVnOHLyIIRlrAMiaDhW3dBwtuZIrJvwtjJFJQ5zrHzjO+d+jvLz0O3g8wWsUi4iRkmgi0qjKz1xFp5jDFJ64MlDphR4LfYcnZ0NZB/Di25UzyuJLopkw08URyNacK/aNWrNYLDi6fIw38VVSE9Ob5XtoLRzRsUwf/T0uGfJNvImv1vs8LyacKUmcnOkrdw/x4eTZwmzO5J9spEhFRESkpYjKhg6f+46rTuW8eeYiEmM7hj5JItK2R31fu68/Q7rp/ziYtTO8AYm0AEqiiUij2X54nf/Yai73HyduhPY78Y9CA/DgG01mq+hnMhlHouUXBdZmGNNvOlOGX99UYbcJ1X9+eVGP1NLb96ch83rwWCBpE8R/FWj9KvMLvtzYiZ1bulDsLGqCaEVERCQSLdv6Eqkfg8kD+UOguJuvPir5vfAGJucldzQ4O4KtADqsB4vFFu6QRCKekmgi0igKivPIOTzeXy73VCTFvDD8Xt/hwVmxlHWorI6u9gjGl6OhPS9Bms4lQ75bS6sJr9eLMxVOTffVdP+/QOvpg2P8xzkFWU0ToIiIiEScsyfvI3WJ7/hklVFoF/WfFfoEiTj+e3QAC5ya6jtMXQJHdg0kv2I2iIiEpiSaiDSK5VufM5RznT0A6PCh1V/31dWdgIo/3ibjzpHmaiPRtO5Z08m1PEiH+ORaegS2bDpyI3jNvmkbcXuCe8a3S2r8AEVERCTieDweYnd1wHEM3NFwZnKgzWKx1HieRJaTzssN5awZvq9Jn4PtLHy0/ndhiEqk5VASTUQahc1iTHqVe2MB6LrcN12zNAWKEuOAik0FTMbh4iaTXo6aWrcBOyHpdb55yW/r6BlIopWmwanLfMeh1kazWaIaL0ARERGJSP/7uCOrVlnouTwHgDOXgDumjpMkIs2+5D/kmH/jLxf3gIIBYHZDyjIoL90UvuBEWgC9axWRRtGhfW9DuYvjS+L2QOIW30imrX8NtLm9FvC6jA9g0ieYTa1X6iAmD/t2PXqaDKXDP3oUrwk6roV2+4093111N2t2vNt4QYqIiEjEaW/PweSCXquPAYEpgABuj95StiQJsR341sSHDHWVo9FSl0BXx+owRCXScugVT0Qahd3aLqgu/TXf11OXQWkqmE2+nTg9XnNQEs2Et8ljlPrxYmZYr+n+ctzoyRyd1A+Abq8b+6bZXqA8+5vNGZ6IiIg0I7fbDUDSBt8C9M4kODo0nqOlc0jqvpYpk111PIJEutOXgscGsQcgdj/sO74t3CGJRCwl0UTkvJ0tzObjjS9Q7CzCXm0Ns5ij0GmV7/iLucMAsFKZRLMA5Rjp5ShymOic1I1jzhs46ryGwd3GsPPbQwBI/hTs2ktARESkzcgrzgUgJcNXPn0Z5HsHcPPl/2NYz/GYzbqHa+nK4yG7Yn+wlI9h77GV4Q1IJILpFU9EztviVZdjL/wBb6/4LvuOLTe0dXsdTF44cVEMnhE3AGAxVybRrJgoM/SPdXRpnqClTibbQABumvEKN8/4LwAjv/1Xckf7trRPfyuc0YmIiEhzsllsWAuh42e+8qlp0K/P78MblHxtR4snGcqnKqZ0piwDj7M4DBGJtAxKoonIeUtz+BYeTbe/ia0ocDMVdQZSlvqOd387DrPZDoDN7ATAgwWb6bThsRJiuzZDxFITj8fjm2YLjBv6s6D21MR0jl7nO+78IVjzmzM6ERERCRcvXjqtBLMLinpAYR/o2D493GHJ13Tj5cs5WhxY3C73QihrD1FnwbHqP2GMTCSyKYkmIo3CZPL4j8dfC+ZyKG8HuQPtWCy+JFpUxUg0r9dCSoxxhXrdjIWX2Wwmpfc6ErutolfqoJB9zo6Gc33AUgpp7xnbFm94GqfL2QyRioiISHMqKs33fziaNR0wQdcOvcIak3x9ZrMZszXNX/Za4UzF4LTBa3aFKSqRyKckmoict9LyaP9xgcv3R9hSFGjPngAmPFjNUQBEWSpHolmDHislQUm0cBvcbQzDe11ScwcTHK3Y3DPtXTBXyZk5iu9g2ZZ/Nm2AIiIi0uwKd39JwjbwmnzroQHYrFHhDUoaRZS9s6F8umJgWsfVkHM6MwwRiUQ+JdFE5Lx5sPiPvV5fYizmf938dbt/5UuiWSzGGy2v10J1Dntgd8+jJd9o7FClkZyZDKUpvqH+ae8Y23JyPw1LTCIiItJ0bPf9EID8oeBMDnMw0qjaxQSWUzlT0oP8wb77PGsx7P/b0DBGJhK5lEQTkfPnNQUOMYMbBi32LUS65x7ABCa8WCvWRKsUaiRaVcmdrmz0UOXr83jNeK2+BYUBej8PeKp08JaFOk1ERERaKq+XnitPAVCWFOZYpNFNGfFdsooHcrT0W0yftBnMcPpSX1uvlQWs2v52eAMUiUBhTaItWLCACy+8kLi4OJKTk5k7dy579uyp87w333yTAQMGEB0dzdChQ1m8eHEzRCsi5e5y1u36kMKScwA4bIWG9o5rwXE8G1d8INGCyYPVYkyieb0WjpZe5S8fc14PwBnTfI6WzOSykbc22fcg589TkTQ9PjdQ1+HzKh28xv8fREREpGVatuUl3l71W7I/+8Rfd/i7kF3SjbK4F8MYmTSmmCgH1836ipsvf4v2jkQATlUk0TqsB/ORq8k5dyaMEYpEnrAm0VauXMm8efNYv349GRkZuFwupk+fTlFRUY3nfPbZZ1x//fXcdtttbNmyhblz5zJ37lx27NjRjJGLtE2L1vwW56lv8L9PL8VVbhx11Nmxk65v+Y5PzAZPxXJpJrzYrMYkWrQll+kXPeUvm8wxAFwz6Y/cPHMxVkvtI9UkPLz4kmhlHeDk5b66qlM6zSiJJiIi0hpY8m+hg+d3FD07HYAzF8OeTjO5euYRpo/+Xpijk6ZU1BuKuvt2Y+24GrZvSqbYWfP7c5G2JqxJtCVLlnDrrbcyePBghg8fzsKFC8nMzGTTpk01nvPkk09y+eWX84tf/IKBAwfy8MMPM2rUKP7+9783Y+QibZO7+L8ApDk2cqbghKEtbg8kbAeP1WIYqWQieCRagv0MKYmBNRg85fqEqyXwegN/Mo58B7xmSNoIjsO+Ogu6wRIREWnptuxf6TvwQvJy3+GZKdCr2w/DF5Q0i+Nl3wETnKrYYKDy+u87vjl8QYlEmIga7pGfnw9AUlLNE+7XrVvHPffcY6ibMWMGixYtCtnf6XTidAa2kCsoKADA5XLhcrm+ZsRSk8qfrX7Gkel8r0+ZNw3YD0CSI9XQ1vVN39fjl42grGMgEW4yeTGFeKlxuVycLulFcsxBUlOu1v8r1UTi71DlSDSAM92fIHvCT+m0Grq+A3vvAZc3KaLibUqReH0koKmuj663iLQF50qyAYjdCzEnwG2HnHHgcp0Lc2TS1K6f+i9WrfoPp6dArxchcTNE5cLp+AO8+snLDO59C8N7Tgh3mCJhFTFJNI/Hw913382ECRMYMmRIjf2ysrJISUkx1KWkpJCVlRWy/4IFC3jooYeC6pcuXYrD4fh6QUudMjIywh2C1KKh16dL3Gr/8YcffUAH39IJRJ2BTit8x2sn9SGVqqNJPWzdso2enYyPtXjxYkzuBRwszKJDfnsWH9XahqFE0u9QVLvASDTP6Z4c+yZ0Wg0pS+Hg96GwrF2bW6Mykq6PBGvs61NcXNyojyciEokKS07iAJIrNt3OGQvuGDCbbWGNS5qe2ey71ytNg3N9IW4fdHsFtv9oHl2sxZw98jz09IY5SpHwipgk2rx589ixYwdr1qxp1MedP3++YeRaQUEB6enpTJ8+nfj4+EZ9LglwuVxkZGQwbdo0bDb9wY0053N98oqy2bk1sBXj2EsuZF/FUoRpi8DshrxhYL9kBJS/4e9nxsuoUSM4e9T4eLNmzfqa30XrFom/QxkrA0m0WbNmcTJnH4V/70vsAej8IWReeZJZ09rGdY3E6yMBTXV9Kkezi4i0Vhmb/42j+E7fVM4VvrrK3RrjYjrVeJ60Pp4o39eu78D+O/UhkkiliEii3XHHHXzwwQesWrWKrl271to3NTWVU6dOGepOnTpFampqyP52ux273R5Ub7PZ9ManGejnHNkacn0++WwqnasM3jyTfxgAcxl0+cBXd+xqALfhPJPJQ5k7+A+v/r+on0j6HfJ6A9M5bTYb3VL78NnsXoz/60HSFkHatds5fvYQh7O20KXDAPqlDQ9fsM0kkq6PBGvs66NrLSKtXcHp39AhGuJ3QfQpKI+B3It8bfGOjuENTppV5nUw9Ne+444rIXtSeOMRiRRh3VjA6/Vyxx138O6777J8+XJ69uxZ5znjxo1j2bJlhrqMjAzGjRvXVGGKCNDZ8ZWhHGP3jeTstAJsBVCaAtnjwVs9iYYXZ5lx10aXW29EWyJviD8Zhyb5PviIPg29n4aNu1+C3Os4sW9E0A6uIiIiEtkc1lwgsKB8zgTwVIxHSIxLDlNUEg45FweOhzwYtjBEIk5Yk2jz5s3j5Zdf5tVXXyUuLo6srCyysrIoKSnx97nllluYP3++v3zXXXexZMkSHn/8cXbv3s2DDz7Ixo0bueOOO8LxLYi0WZv3vAhAl//5yie+AVjA4yk39HPYCimtthBt137rmiNEaWRVd+es5IkKDGju+i6Ulhz0l9euCR4FLCIiIpHLZnaCBzpVbNB5ekqgLaGdRqK1BUUxT4U7BJGIFtYk2jPPPEN+fj6TJ0+mc+fO/n9vvBFYTykzM5OTJ0/6y+PHj+fVV1/l+eefZ/jw4bz11lssWrSo1s0IRKTxdbY8Tex+aP8VeCyQVbEUlinEy4rDnmAod+/UvxkilMZWEuXb2v5o8RRD/YZ/BY6TDjfuupYiIiLSfKxmN+23gz0byttB7gVV2iwRsRKQNLErLrqTyZN9mwfs/G2gvsPaMAUkEmHC+kro9da9s8eKFSuC6q655hquueaaJohIRBqichRa9iVQluQ7tlljodosvov6X8Hq04FyebXRatIyfOuSP7Dl4DSu7l51+ryZ4p6QPQE6roVhGZnsV45URESkxSks8c0cqNxQ4Mwl4I0KXzwSfmcmAw/5joc+ACs+hVcyvseN0/5V22kirVpYR6KJSMtlKYSUT3zHJ64M1Ftt7YL7WiyYkgIjTF1uV1OHJ03AYrFwQd/LiImqssOEybfZwPE5vmLKx2AuDTQfzNrVjBGKiIjI+Xh3zR/Y+Hk8eKDjal/dGS0kLyGk2f4d7hBEwkpJNBE5L47FHbGUQlF3yKuyCWOUNTiJBtAtZZj/uPq6adLynb0ASjqDrRCSPw3Ur9366/AFJSIiIvWSWP4A4NuV057jm8p5dlSgvbTdM2GKTMLtq/sDx0kbwheHSKRQEk1EGs4LfT4sAODEHMAUaKopieaIivUfl5WXhuwjLY/JW+w7MMOJ2b7DLu8F2m2eHXg8nuYPTERERBqschRazlg4WT7QX3/5hbeHKSIJt9NTA8fDfun7mnlmX3iCEYkASqKJSL0UlweSY+23QfvMMtzRkDXd2C86KnQSLdoeqC9xFjZJjNL8vKZE/3HWTPBYIX43xO7x1aU69vDmyl/w5aG1bNizJExRioiISJ280KkiiZY/5z7s7W8CoMgVF8agJBId3NmPD9Y/Ge4wRMJCSTQRqZfcssCczbSKDQVOXQbuWGM/e4g10QDs1hj/cZGzoNHjk/C4dMxTHC2ejCnpDQ5HjeHMRF99l/cDfeLKn+fskYspPjmTE7mHwxKniIiI1K7dAYg5Ae4oODthFHPG/pLy9v9h5Oht4Q5NwuCs7Q8cLfkGALvvDdQnbPJ9Lc//QxiiEgk/JdFEpF5MNt+QfvvpwJpXJ+YE94uOig2uBKKsge2dnGXnGj0+CY+0Dj25edanTBp2LV6i/JtMpCzzbT4BUOYJJFAPZ+lGXEREJBJVjkLLHQP2hE5YLBamjryFLkk9whqXhMdVE+7j5pnvc7x4JFkzA/Ujfu77WuTuFp7ARMJMSTQRqReTyQLAuG8H6gr7Bfdz2OM5WnJlUL3ZHHi5KVUSrVXyYiN/KBR3BUsp9Pqnr97lCYxOLCzJDlN0IiIiUt3BrF3sO+77gKvTKl9d9kRoH5scxqgkknhMof9fSHNs4r11f2nmaETCT0k0EakXk8kK3kD5bF8bAM5yu6Gfwx5HakogiebxBr/MRNvbN02QEmYuMEFxd18p7T1866vEHPb3KHHmhCUyERERMXKVl5G5exDH9w0nJhPaHQaPBXLGQWK7TuEOTyKExdYDgA0LfWWPFSxFvuN458/CEpNIOCmJJiL1ZKH9Dt+ROxp2POkC4Kyzo6GXIzqW4b1m+MvWjv/1H5e0+wcn3XdyQZ+pSOuT7lgDwJ5fBOri9hj7lLmURBMREYkEh0/t9h938v0JJ28UlMdCvCOxhrOkrbli/AKOF4+guBsUp4O5HJI2hDsqkfBREk1E6sVMAamLfcenpoC7YpmrPGeSoZ/dGk1yQheyPHdxzPltLh58lb9t5oU/4vrLnjJM7ZTWx9Xet+kEQOpHxja3K6v5AxIREZEgx7J3+I87VqyHduYS31fdq0ml9o5Ebpy1BUeXJWRP8NV1XBNof+nja8MTmEiY6NVRROolpuggySt8xxsu7uGvd7qjDf0qb7quu/Sv3DTjdd2EtVEnZ/m+piwDc2mg3uQ5EZ6ARERExCAn3zcSzX4K4neD14Q/SSJS3Zj+M8i+2Hfc4XMw+SalkG5/M3xBiYSB3t2KSJ3y8lbTb81qLKWQ2bETSxKn+Ns8XmsYI5NIsu7EJADe3nszad/NpiQVrEWB3b4AbCiJJiIiEi6Fhdt5O2MsH60cT1mZb3R4n3/42so6gCuplpOlzSsYCGWJvvu7hK2B+teW/SRsMYk0NyXRRKRWHo+TvXv/H50rpuW9OewbbD4zzt8eZSnldHFqmKKTSPL8tnuYt+w13j/4baKi4zl8hW/tu8ppwAAx5hO43SXsPfQiXq+3hkcSERGRprDlaBkdbJ9jc39BlM237lnlrpx2baAtdTjj7BGY0rk2UN/Z8rfwBCQSBkqiiUgQlyuP5Zt+z5I1V7N73/14d++m/Q4oN5lZesEMThd38fcd3GEL+c6E8AUrEcOLhSJXHADlbg8n50zEa4LErRB93NcnxnqWRcuncOLI91m+8YHwBSsiItIG5TlTKXK1w2oux+pagvVcoG3F07dRYH+c7gN3hS9AiWizL9tF/K2vARVJNE944xEJB83DEpEg+44uxnzu10QDp09CryW++hW9RlPWKQWyiwz985wdmj9IiThxdivnnOUAlHu8xA0Yy9nRkLQROi+BQ7f5+nWwfU5JeQzvfpnCZReGMWAREZE2xuXxkl/cmZ7t95Ng3UbS5776oh4w+ccvhDU2iXzRUdFwxVy8sbHYswuJ2wvnBoQ7KpHmpZFoIhLEY5/hPza5IXVpFABvDptGrN2Xez9Z2NXf54093yW7JJnXdt/WvIFKROmdHOs/Li5z07nDYI7PNAGQugRw+9qKXO348xe/50zZ6DBEKSIi0na53B6yitL85Q7rfF+zx4cpIGl5oqMxzZwJGHfpFGkrlEQTkSDx0TE8veVXAMSusxGVU0ZBXCLLe19IO7sFgKe23M+2M6N5eP2fyS5J5ecr/8XHh6+i3K1x3W1Vr07t/Mdni8tIS+rMr+wPUxDjwJ4NBz4Yz76zA3h0wwIO5vcn2moJY7QiIiJtT5nby1c5wwEwlft2WQTIGVfLSSLVzZ0LGJNoL2fcicej9wHS+imJJiJBYqIsfHHqYm5d8gFnXroAgNVjL8dlsQVGohWl85dND3Egb6Dh3GKXu9njlcjwjWGd/cd5xWWYTCaunXIjbw+6DIDUj0z84fPHyDzXC4Bom/4EiYiINCdXuYf9Ffdu7bf5dlksS4Cvul8S3sCkZZk1C4B2R6DdQV9VV9vfWbXtX2EMSqR56B2MiASJifKNEOpQlMdl+zcAkHGR749lZRKtUr+UWEO5pExJtLbq0gEp/uNeHX3/X3xnfA+6/WweAFP3f058aaG/T+X/ZyIiItI8fNM5fRtEVU7lzBkLMbYDYYxKWpyEBP/hhVVWczmX927zxyLSzJREE5EgVrNvHau5Oz/F5nFTOHwUB5J7ABAbbUyiTRuUYigXVSwsL23Tml9O4d0fj6dHx8DUzknXTGV3x+7Y3eVcsTsw7j8tISYcIYqIiLRJBaUuXG4PXix8eOBbdPzMV58zDjpEnwhvcNLilCYH11nLV1BeXtL8wYg0IyXRRCSI1+v7zzXbPwEgc861lJX71jhoV20kWkJMlKHcRYmRNq1rooOR3RINdVarhXeHTAHgqp3L/fX/XH2I3VkFHK6226uIiIg0rk93n2bYg0t5bOleALasu4yYE+CxwdkL4XixtsuWhvnokYsB8JjBes5XF2Mt5tNtr4YxKpGmpySaiACw9Wge3/jbaj4/mIPH62Xw6YMMyD6C02Jj36XfwFnum6YZG2VMorWPsfmP7581kGibpuhJsEWDJuPBxJhjX5Gel+Wvv/yvq5n82AptSCEiItKEvrvwC0N5asVyHVt7D2KP6QEuG/d2OMKSFuyq766GQYMwe+DE4pGsPjaV13d/j5yyYeEOTaRJKYkmIpS7Pcx9ei07jhfw7efX4/Z6uWqHb8RQRp+LyLY6/CPRqk/nTI63+6d/XnthevMGLi3GqbiOrO3u2w3sqp2fhjkaEWkOq1atYvbs2XTp0gWTycSiRYtq7b9ixQpMJlPQv6ysrFrPE5GGm7rfty3nqDvn8f3LHyY1Ufdwch6+8Q0ArKsTeHHH3Sw5/E0SYruGOSiRpqUkmojw0PtfGcresnKu3LUSgHeGXEpBiYsyd+jpnMlx0XxyzyRW/WKKYVSaSFWX9O1onNLp9RraLRWJWBFpPYqKihg+fDhPP/10g87bs2cPJ0+e9P9LTg6x8I6InLek4nxGHd/tK8yeHd5gpGWrSKJNObARs8c3a+X2lzezJfNsOKMSaVJKookIL60/Yiibl2XQqSiPbEd7VvUcRX6JC6erYiRatSRa/9Q4enRsR7cOjmaLV1qeZ28azZJ+4ym22el59iSjTuw2tHu8NZwoIi3WzJkz+f3vf89VV13VoPOSk5NJTU31/zObdbsq0pimHNiIGS97OveGdI1Ak69h3DhK49qTWHqOkSf2+Ktv+dcGdmcVUOpyhzE4kaZhrbuLiLQ1ruEj+MPk7+E1QbnFSqGzHGfFSLSqA4auH5OuEURSL+3sVoqjYljSbzzf3PkpV+38lM1pA/3tb206yrcv7BbGCEUkUowYMQKn08mQIUN48MEHmTBhQo19nU4nTqfTXy4oKADA5XLhcrmaPNa2qvJnq59xZKp+fZzlxnVHK6dyfjZwHL10DcOiNf0O5U2cQuqHi7jswAY2dR0EwLnSci7/62qGpsXzzu1jwxxhw7Wm69MaNdX1qe/jKYkm0kblOcFTw/Cf8k7J/POib/rLJvCvibblaJ6/Xgk0aYjrx6TzzqFL+ebOT/nGrtU8fOkPKLP6pgB/fjBXSTSRNq5z5848++yzXHDBBTidTl544QUmT57M559/zqhRo0Kes2DBAh566KGg+qVLl+JwaIR0U8vIyAh3CFKLyuvz3C4zlROQospdXHJ4CwAf9xhF0uLF4QpPaB2/Qyl9e5KKb4TjnybdamjbfryAxS34/7HWcH1as8a+PsXFxfXqpySaSBv08c5T/HazlS9c2/n7jaOD2qstV8Wbm44BEGU1M6Jrgr/+ZF5pU4YprczDVw7h4NhulK54msTTWUw5+AUf9xsPQO/k2DBHJyLh1r9/f/r37+8vjx8/ngMHDvDEE0/w0ksvhTxn/vz53HPPPf5yQUEB6enpTJ8+nfj4+CaPua1yuVxkZGQwbdo0bDathxppql+fu9Yt9bdddHQ7sWUlnIpN4vOOfXhp1uVhjLTtak2/Q54xF+F+8kkGnjlMWv5pjrc3rmM5a9asMEV2/lrT9WmNmur6VI5mr4uSaCJt0D9WHgTgg+1Z/B1IS4jheF6Jv91TPYtWYdqgFLomBj7ZN5k0Ek3qz2ox069LAtxyE96//Y2ueaf8bb06tsPj8WLW6EYRqWLMmDGsWbOmxna73Y7dbg+qt9lseuPTDPRzjmzH8sv40asbDHVreozgqpseI7kolwt7ddT1C7NW8TvUOZUNaQMYc+wrphz4gpdHXWFobsnfX6u4Pq1YY1+f+j6WVmoVaYNKXca1MRLbGV8w3DVM8+wUaycpNspf/tXM/iH7idTq3nsxZWXx4pjAYuP3L9rBtCdW+qcNi4gAbN26lc6dO4c7DJEW6Q8f7eHAmSJDnddkZkvaAD7uN57nbgqejSByPpb3HgPAZQc21NFTpOVTEk2kDSorN+6UE2UxvhTUMBCNUpebtIQYrh+Tzg0XdaNPclxThSitWadOkJDA364f6a/KLSrjwJkiNh3RlugirUVhYSFbt25l69atABw6dIitW7eSmZkJ+KZi3nLLLf7+f/3rX/nf//7H/v372bFjB3fffTfLly9n3rx54QhfpMWrbXB3v5RYEttF1dxBpAGW974AgPFHthFTZlzuxVvTGwuRFkpJNJE2qPouTbZqSbSapnO+/sVRABZ8cxh/vGpo0wQnbcaMwalBdV50oyXSWmzcuJGRI0cycqQvYX7PPfcwcuRIfvOb3wBw8uRJf0INoKysjJ/97GcMHTqUSZMm8eWXX/LJJ59w2WWXhSV+kZau+v1dVV0SYpoxEmnt9nbszrH4ZOxuF+MzvzS0Xff8+jBFJdI0tCaaSBtUPYlWPWlW03ROkcYUZTWTHGfn9DlnoNIL5W7f/5/WWm7+RSTyTZ48udYRCAsXLjSU7733Xu69994mjkqk7Vj61eka2zq3VxJNGpHJxPNjrsLmLmdncm9D0+eHcvF6vVpLWVoNvUMRaYOCk2jUWhZpKtE2i6H8yoZMpjy+ggv+8AnOatOORUREpHH0S9Gu2NK4/m/0bEruvIus+I5BbUt2ZIUhIpGmoSSaSBtUPYlWfeRZTSMHLNo5URpZtM34Z+jDbSc5mltCXrGLPVnnwhSViIhIy3asqPb2Gy/q3jyBSJvw9o/Gc+v4Hvxq5oCQ7T96ZTM7juc3c1QiTUPTOUXamNyisqC6qkm0dlGWGkeirfnllKYKS9qo6iPRqsopDP5/VURERGrn9Xr587aa3+b1S4klyqqxFNJ4RndPZHT3xFr7bDmax5C09s0UkUjT0aunSBtjtQSPJnO5AyPTkmKjQq6J9uPJvbV+hjS6aGstSbQQCV8RERGpXV1/Py/okdRMkYgEFJaWhzsEkUahJJpIG/PXjH2GstvjpbxK0sxV7g25O2deiavJY5O2p1sHR41tuUXOGttEREQktMzckpD1Y3sl0atTO+6fNbCZIxKB17/IrLuTSAugJJpIG/OvtYcMZYvZ5N8NEaDc42Hl3jNB5+UVa1SQNL77armR/+Pi3c0YiYiISOuQmVscsv71/zeO5T+bTDu7VvSR5nckp5jiMo1Gk5ZPSTSRNs5TbSRadmEZf/54T1C/vGKNRJPGl9Quqtb243mhP00XERGR0E4VaCS3hE9t+5C53DUsvCzSgiiJJtLGZRWUUl6PP2hKokk4fOOp1eEOQUREpEV5rNrSHQCf33dZGCKRtmjRvAlcOiA5ZFvV2S8iLZWSaCJtTGp8tKF88EwR5Z66/6BlFZQ2VUjShnlq2gq2wlklb0VEROrtsRCzCR755lBSqt3/iTSVYV0TePE7F4RsKy1XEk1aPiXRRNqYXp3aGcon8krqNbQ6VzslShMwm0384aohtfY5c87JHz78igNnCpspKhERkZbp75/uD6q7bky3MEQibZnJZGLD/ZcxsHO8oX7CI8t5buUBpj+xkv4PfES+Ni6TFiisSbRVq1Yxe/ZsunTpgslkYtGiRbX2X7FiBSaTKehfVlZW8wQs0go4q30C5PF66zW0Oi0hpqlCkjbuxou619r+2/d28M/Vh7js8ZV1jlwTERERkfBLjosO+f5hwUe72XuqEGe5h/vf3R6GyES+nrAm0YqKihg+fDhPP/10g87bs2cPJ0+e9P9LTg4951pEgpVVJNEsJl8ywuPFsLFATUpd7iaNS6QmGw6d9R8P/91S9p46F8ZoRERERKQ+rLXtMgB8diCnmSIRaTwN3t94165dvP7666xevZojR45QXFxMp06dGDlyJDNmzOBb3/oWdru9Xo81c+ZMZs6c2eCgk5OTSUhIaPB5Im1VfomLFXtOM21Qij+JFmWGEnfFSLR6JNEKndqSWprOhD4dWLs/9I1UdmFgl7FzpeX84cNd/Od7Y5orNJE2pTHv80Qk/P7fxF7hDkHaMKul9iSalouRlqjeSbTNmzdz7733smbNGiZMmMBFF13EVVddRUxMDLm5uezYsYP777+fO++8k3vvvZe77767yW6yRowYgdPpZMiQITz44INMmDChxr5OpxOnM/AGrKCgAACXy4XLpTnYTaXyZ6ufcfg9t+qQf5emW8d1848os5oBN5SXl+OuJYl2w5iuvLrhGHdO6a3r2Yza2u/QP64fzpaj+dy6cFNQW4zNTImrypRjrzfsP5e2dn1amqa6Pq35ekfSfZ6InJ89WcEjtW+qY8kEkaZU10g0gB6/+pC/XDucZbtP8+PJvRncpX0zRCZy/uqdRPvWt77Fz3/+c956661aR4GtW7eOJ598kscff5z77ruvMWL069y5M88++ywXXHABTqeTF154gcmTJ/P5558zatSokOcsWLCAhx56KKh+6dKlOByORo1PgmVkZIQ7hDbvsXWBX/PFW45Q5gEwEVUxmfvD9V9R28zuC82H6TECks/tYvHiXU0ZqoTQ1n6H+sRb2F9gvOEyJNCAnOzTLF68uDnDqlFbuz4tTWNfn+Li4kZ9vEgSCfd5IvL13PjC+qC62OgGTzwSaTQWc/1Wj7rnv18C8OG2kxx+5IqmDEnka6v3q+revXux2Wx19hs3bhzjxo1rkk9r+/fvT//+/f3l8ePHc+DAAZ544gleeumlkOfMnz+fe+65x18uKCggPT2d6dOnEx8fH/Ic+fpcLhcZGRlMmzatXv/fSNO5a91S//EFfVL5/NBZKCsjx+lLVHyRXfsft29cMatJ45PQ2urvUEbhNvZvr32zGFdUPLNmjW+miGqIoY1en5aiqa5P5Wj21igS7vNE5OvJLgyeGtfObglDJCI+9RmJJtLS1DuJZrPZWLVqFRMnTqy135133snf/va3ZntTMWbMGNasWVNju91uDzndwGaz6Y1PM9DPObIMTktg9b6GLeCp6xdebe136J7p/fnsYC63XdyTHcfz+WhHcEJtz6nCiPmZtLXr09I09vVpzdc6Uu/zROTrsVuVRJPwsdSxJppIS9Sg3TnnzJnD1q1ba2y/8847+c9//vN1Y2qQrVu30rlz52Z9TpGWKjnOjtPtqbujSJj06hTLpgemMm9KH8b17lBjvx3H85sxKpG2IRLv80Skfs6VanSoRB7beYxE+/JoXuMHItKIGpRE+/73v8/ll1/O/v37g9ruuusu/v3vf/P+++/X+/EKCwvZunWr/4bt0KFDbN26lczMTMA3FfOWW27x9//rX//K//73P/bv38+OHTu4++67Wb58OfPmzWvItyHSZni9xg0D7DaLf3fO+pg7oktjhyRSJ5PJd8MVZan5T9Qnu041VzgibUZj3+eJSPPIzClm7f7scIchEqTqmmg/ndqvXufc89+tTRSNSONo0EqTjz32GLm5uUydOpXPPvuMLl18b7DvvvtuXnjhBT744AMmTZpU78fbuHEjU6ZM8Zcr1y77zne+w8KFCzl58qQ/oQZQVlbGz372M44fP47D4WDYsGF88sknhscQkYA3vjhqKJeWuRt0/qNXD2vMcEQapLyWXWM1Ek2k8TX2fZ6INL3MnGIm/vnTcIchEpK1ynTOu6b25YlP9tZ5Ts13fyKRoUEj0QBeeOEFRo0axdSpU8nJyeGee+7h+eef57333mtwMmvy5Ml4vd6gfwsXLgRg4cKFrFixwt//3nvvZf/+/ZSUlJCTk8Onn36qBJpILd7dctxQPlPorLX/Bd0TDWWtoyHh5K4liZZTVIazvGFJYRGpW2Pe54lI09twOLfGtmFp2kRNwuvKilkt/VPi6n1OrF07ykpka3ASzWw28/rrr5OWlsbAgQN57rnneO+997jsssuaIj4RaaDTBaV842+reX7VASb17xTUVpu/XDvCfzy6WkJNpLnVNhJtS2YeU/68ovmCEWkjdJ8n0rLYrcFv5zbfP4Vv93Lz/E0jwxCRSMDgLu1Z+6tL+d8dE+p9TrsoJdEksjXo/9CnnnrKfzx58mRWr17NjBkz+Oqrr/jqq6/8bT/5yU8aL0IRaZCfvfklO44XsON4AQ9fOdjQVjkSzWYx4XIHJyi6dXCw++HLyfjqFONrWdRdpDmU17EJxon82pPCItIwus8TaXmqJ9FMJoiLtjE+xUuHWHuYohIJSEuIaVD/dhqJJhGuQf+HPvHEE4Zy586d2bZtG9u2bfPXmUwm3VyJhNHJKokFu804HfPMOV8SLcpixuUOPRUu2mZh9nBtKCDh5/bWvSrGtmN5DOua0PTBiLQBus8TaTlOFZTyl6V76dGxnaH+3hkDwhSRSMNNHZjMJ7tOG+pi7VpORiJbg5Johw4daqo4RKSR7D9d6D+OrpZEO12ZRLOaKWrgJgMizc0dYrRkdXP+vpY9v79c6/eJNALd54m0HPNe2czGI2eD6m+f1Ivy8vIwRCTSML+Y0Z8fTepNr/sWG+qrv38RiTQNXhNNRCLXB9tOGMp5xWWG8pkqSTSRSFfbmmhVFZbqzYKIiLQtoRJo4BstKhKpEhw2AC4dkMy8KX0wm4P/f339i6MUOXVvJ5Gr3u+kX3/99Xo/6NGjR1m7du15BSQi5++OV7cYygfPFAEwpGJ3puKK0WdRFjMmbSAtEa623TmrKi2vfe00Eamb7vNERKSpLfrxBG6f1JtHvzWs1n6PfLSbo7nFzRSVSMPUO4n2zDPPMHDgQP70pz+xa9euoPb8/HwWL17MDTfcwKhRo8jJyWnUQEWk4Q5m+5JoA1ONW5zbrWZitGanRLiqI9HSk2pelLakTJ9Winxdus8TafluGtst3CGI1KpHx3b8auYAOsUFNr2o/LC/qpfWH+Gqf+jDGolM9U6irVy5kkcffZSMjAyGDBlCfHw8ffv2ZejQoXTt2pUOHTrwve99j27durFjxw7mzJnTlHGLCJBd6MRby+Lrx8/6PsHpUm1XnCirmSjN6JQI5/YERph1qmWHsVKXRqKJfF26zxNp+cyayikt0DM3jg5Zn11YFrJeJNwaNBZlzpw5zJkzh+zsbNasWcORI0coKSmhY8eOjBw5kpEjR2I26525SHP4dM9pvvvvL/jWqK48fu3wkH0q02vV76mirGZ0myWRrmp+eGhaezZn5oXspzcNIo1D93kike2BRdvZf7qQJ68bGbI9wRHVzBGJfH3pSQ6+/M10vvefL9hUba2/Y2eL6ZroCFNkIqGd14Sujh07Mnfu3EYORUQa4slP9gHw9uZj/iSa1WwyTIGzVCQXXG7jSB2vF62IJhGv6gjKwWnta+xntSiJJtKYdJ8nEpleXp8JwKQ/fxqyvV9KbHOGI9Jo2jts/Os7FzL8d0sN9c+uPMDv5w4NU1QioenjRJEWKlQSrFuS8ZMaS8WON+VuY29niIXY46K1SJpElh4dA/8/j+3ZwX88dWCKoZ8lxM5OIiIirVVNyxgkx0U3cyQijae9w8awrsYPTQtKtO6tRB69axZpRdKTHP7NBCCwzbmrWhJt3+lCYqv99n9rVNcmj0+kIaomheNjrHxx/1TMJugQa6fHrz70t1mVRBMREQn6MFWkpbnmgnS2Hcv3l0+fKw1jNCKhaSSaSCtwzxtbAeiaaNxAwFLxG159Oqfb46X6YLRfzRzQVOGJnJfuHdphNvlGScbarXSKs9MhxAYDVov+lImISNv2p28NI7W9RqJJy3bDGOMOs1n5SqJJ5NFINJGWqsqq6+9sOc78WQNpZw/8StutZv+aaOWe4GH/ZVWqZg1NJdpmabpYRc6DzWJm24Mz8Hi9tSbKNBJNRETasitHdOHaC9PDHYbI1+b1GmfPHM4pDlMkIjVTEk2khaq+JtrTn+4nJiqQCHOWe/zTOcvKg1dQc3kCiYcYm14KJDLF2uv+f1NroomISFtWn7+VIi1BmTv4g//cojKe/GQvbq9XmwxIRDjvV9xjx47x3nvvkZmZSVlZmaHtL3/5y9cOTEQaZuFnh7nz0j6GOnfFTp3Vp3MCDEzwsCvPN7rHEaVRaNJyaSSaSOPTfZ5I5EuJt9M9qR0/ndYv3KGINIqyEJufjXo4w3/806n9Qi7tIdKcziuJtmzZMubMmUOvXr3YvXs3Q4YM4fDhw3i9XkaNGtXYMYpICN4Q23NWJs0qVSbPQk3nvKmPh/s3KokmLZ/WRBNpXLrPE2kZ3r/zYu3IKa1KgiOKey/vT25hGS+sORTUXn2zNJFwOK93HvPnz+fnP/8527dvJzo6mrfffpujR48yadIkrrnmmsaOUUTqoU9ybI1JtFB/cGJtgeMYJdGkhXngioH+Y41EE2lcus8TaRmUQJPW6MeT+/DANwaFbAs1MECkuZ1XEm3Xrl3ccsstAFitVkpKSoiNjeV3v/sdjz76aKMGKCIBbo+XxdtPcqqgNGi4s9frDUqWVZZDTeesKkabCkgLowWURZqO7vNEIsO/1hziw20nAfB4NAJHpFwj0SQCnNd0znbt2vnXx+jcuTMHDhxg8ODBAGRnZzdedCJi8H/rDvPQ+18RH22loLTc0Fbu8eKu9ulMYCRa7Uk0TeeUliY2yorFbMLt8ZJf4tLusiKNSPd5IuG379Q5fvfBVwCs2NOVNzcdC3NEIuH3zuZj3DO9f7jDkDauQSPRfve731FUVMTYsWNZs2YNALNmzeJnP/sZf/jDH/je977H2LFjmyRQEYGlO08BBCXQwPfJjKsB0zmrionSrk7SspjNJjq0iwLgzDlnmKMRaR10nycSObILAxt6KIEm4vPU8v0cPFMY7jCkjWtQEu2hhx6iqKiIv/zlL1x00UX+ussuu4w33niDHj168OKLLzZJoCICJS63/7j6FEy3x0t5tRFnlVM+S8rchvr/++5oQ1kj0aQl6hTn253p0SW78YbaaUNEGkT3eSItx7cv0LIG0jadyCsNdwjSxjVo+Enlm5RevXr569q1a8ezzz7buFGJSEilVZJo6Ukx7D0V+CSm3OOhPGgkmq+880S+v+7q0V0Z16sDi3cH+mljAWmJOlZscb56XzbvbjnON0d1DXNEIi2b7vNEWo7rL+oW7hBEwsLl9lDoLOe9rSeYNijF/6GqSHNp8MYCJpN2QRMJF2eVzQR6dmxnaCv3eIMW26zcwabq721esSvocR1aT0paoM8OBNZmWrT1hCFZLCLnR/d5Ii1D/5S4cIcgEhbOcg8PvreT+97dzi3/2hDucKQNavBCSP369avzBis3N/e8AxKRmlUdiVbiMk7ddLu9uGsYifarywfwh8W7ALh8SCoAVWe/aSSatERpCTEczikGYNXeM6zae4afT+/HvCl9lAgQOU+6zxNpGXTvJm3VP1bs58Bp32ycXScLwhyNtEUNTqI99NBDtG/fviliEZE6VF0TrbRinbN+KbHsPVWIy+OpcRfOif06cd2YdHZnneOC7omUl5dTNd2W6IhqyrBFmsSj3xrGt59fb6h7bOleJvbrxLCuCeEJSqSF032eSGTwUvNan6O7JzZjJCKRZduxfOKitSmahE+D/++77rrrSE5ObopYRKQOxpFovuNbx/fkvne34/ESNBKtUtfEGNrZrVzYI8lfZzbBfTP7U+b2kp7kaNrARZpAr06xIetr+j0QkbrpPk8k8j1/8+i6O4m0cOvmX8ri7Vk8/MFXQW3nSsvDEJGIT4PWRNP0GJHwcZa7Ka0yhbO4zPfHo53dN5zf6/XiqiF5UNPum98d3507Lu3byJGKNI+akmV9tU6MyHnRfZ5IZPB6vXy2PydkW69O7egQq4XUpfXr3D6G2y7uGe4wRII0KInm9erTfZFweeOLo/7j+GirP6HmiPINKHV7vLg9oadz6o2RtEZ5JWUh6/V/u8j50X2eSGR4d8tx/v7p/pBt8yb3aeZoRMKrV7XN1ETCrUFJNI/HoyH+ImFyqqDUfzw8PcE/nbNyJJrHG9hIoPrOnSKtUa+ONUzn9Hr9yYDcojLD746I1Ez3eSLh5/F4uee/X4Zse+r6kXxzVFozRyQSXvExtnCHIGLQoCSaiIRPcVlgPbQoi5mSinKsPbC0YeXGAjVtMCDSmkRZzditwX/G7nx1Cxf+YRkn8koY9XAGF/1xGQWlrjBEKCIi0jC7s87V2DZneBfNLpA2p2OsNkCTyKIkmkgLUVZedT00t38kWuV0zqp9LObADVY7bYEurVi3EJtirNx7huxCJ8+vOuiv23lcW6CLiEhkO1VQyk/f2BruMEQiyoNzBtOhnRJpEjmURBNpIQqdgV1oqm7rHGokmqXKp5TfHNW1GaITCY8ER81D/CunOgOczC9pjnBERETO26Mf7WbPqZpHoom0RV0THWx8YGq4wxDxUxJNpIU4kRdIAlSdmuaokijYe6oQAHOVkWh3TdXum9J6tY+p+ZPJuOhAgu1kvtZFE2luq1atYvbs2XTp4puCtmjRojrPWbFiBaNGjcJut9OnTx8WLlzY5HGKRIr8ktBLD/xwUi9W/mJy8wYjEkFqm8a89Whe8wUigpJoIi3G0dxAEu3AmSIATCawmYN/javk0Ayj0kRam0sH1LwIetURm3/+eE9zhCMiVRQVFTF8+HCefvrpevU/dOgQV1xxBVOmTGHr1q3cfffdfP/73+fjjz9u4khFIkP/1LiQ9bdP7E33Dto0SiSUuU+v1e7S0qysdXcRkUiQVWWHwTPnnAB4vb5EWnXmKpVu/VGRVuy6C9NxRFn45+qD7DxhXPfs/nd3GMq5RWUkaU0NkWYzc+ZMZs6cWe/+zz77LD179uTxxx8HYODAgaxZs4YnnniCGTNmNFWYIhGjd6fgXad/efkAEvW3S4TlP5vE8t2nOZlfyotrDhna1h/MZVzvDmGKTNoaJdFEWqHeybH+3Z08HiXRpPUym03MHZnG7OFd6H3f4lr7Vl0/UEQiz7p165g61bjuzYwZM7j77rtrPMfpdOJ0Ov3lggJfMt3lcuFyaVfeplL5s9XPuHFFh/gzdcWQ5Ab/nHV9Ip+uUcOlJ9j5zth0/rx0b1Dbsl1ZXNAtvtGeS9cnsjXV9anv4+kdhUgLYTWbKK9nQuyinkl8uO0kQL3PEWnJqu5IWxOPRmWKRLSsrCxSUlIMdSkpKRQUFFBSUkJMTEzQOQsWLOChhx4Kql+6dCkOR/DuvdK4MjIywh1Cq/LVWRMQWOv2xj5utqxdzpbzfDxdn8ina9RwRzLNVF+V6sSRAyxevL/Rn0vXJ7I19vUpLi6uVz8l0URaiPgYG7lFZfXqO7Bz4JOY4rLyWnqKtB1ni8vo3D74TbiItFzz58/nnnvu8ZcLCgpIT09n+vTpxMc33qgEMXK5XGRkZDBt2jRstpp3SZa6Va7lZDKZsO86Dbu3+tse/E79p0NXpesT+XSNzt/BTw/w8fEDhroB/fsza1KvRnsOXZ/I1lTXp3I0e12URBOJQAfPFPLb93Yyb0ofxvbyze9vyIKZVaetFZe5Gz0+kZYop1BJNJFIlpqayqlTpwx1p06dIj4+PuQoNAC73Y7dbg+qt9lseuPTDPRz/nrKyj184++r6dw+hv98bwxZ54wfllosVsOO6w2l6xP5dI0aLjoq+OeVXeTiN+/v5qfT+pIcF91oz6XrE9ka+/rU97GURBOJQPe/u4N1B3NYvS+bWUNTefjKITVOVytze4LqYmyBqQBFTiXRRMA3Ek1EIte4ceNYvNi4tmFGRgbjxo0LU0QiTWtz5ln2nipk76lCnl91gD8u3m1od3u9mNEu6yJV2SzBvxP/t+4IAK9tyGR090T+fsNIfXAqTcZcdxcRaW5VE2OLt2fx10/2YQq1DSdwusqunZWsVf64lLg0nVMEqPd0aBFpHIWFhWzdupWtW7cCcOjQIbZu3UpmZibgm4p5yy23+PvffvvtHDx4kHvvvZfdu3fzj3/8g//+97/89Kc/DUf4Ik0uuzCwKUb1BBqAW+vaigSxWWpPYWw6cpbff7irmaKRtkhJNJEI1D3JuBhyblEZlhqSaI6o4AGlVf+4aCSaiE9OoZJoIs1p48aNjBw5kpEjRwJwzz33MHLkSH7zm98AcPLkSX9CDaBnz558+OGHZGRkMHz4cB5//HFeeOEFZsyYEZb4RZpabX+XJvTpgN2qt2oi1dWVRAM4V6pBBNJ0wvrKvGrVKmbPnk2XLl0wmUwsWrSoznNWrFjBqFGjsNvt9OnTh4ULFzZ5nCLNLb1aEi2pXVSN0zmjq0zdrFQ139a7U2yjxiYSqW6f1Jvh6Qk1tpe4lFAWaU6TJ0/G6/UG/au8d1u4cCErVqwIOmfLli04nU4OHDjArbfe2uxxizSXqiPRqvrb9SN55ftja5yFINKWWUNM56xu1d4zLNlxshmikbYorEm0oqIihg8fztNPP12v/ocOHeKKK65gypQpbN26lbvvvpvvf//7fPzxx00cqUjTyswp5oFF21mweBe5RWV0q5ZES3DYaMh9lNcLy382iZduG8OgLtqdTNqGX80cwP/mTaixveqGGyIiIuH29Kf7Q9Z3igveLENEfKLqMRIN4PaXNzdxJNJWhfUdxcyZM5k5s/5bNz/77LP07NmTxx9/HICBAweyZs0annjiCQ31lxbtm8+sJbtiSH9mbjFXj+5qaLeazTWORPN4vcRFWw3DltvH2EiJj6aXRqGJ+CmJJiIikcLt8VLTkmeOqOBZBiLikxLfeLtvipyPFvWOYt26dUydOtVQN2PGDO6+++4az3E6nTidgaHSBQUFALhcLlwuV5PEKfh/tvoZ1092lTUxvjpRgGekcdpZaZmrxmGjzjIXHdpF+ZNoq34+EQseXK7gXTsr6fpEPl2j85fUzkZuUfDPLcrSeD9PXZ/I1lTXR9dbRBrL4ZyiGtt2HC9gWNeE5gtGpAUZ2yuJuy7rS3qSg5+/+WW4w5E2qEUl0bKyskhJSTHUpaSkUFBQQElJCTExwdvYLliwgIceeiiofunSpTgcjqB6aVwZGRnhDqGFCPwqlhQXse7zjUDgU8g9+w9QXGyCENucf/LJMg7nBM7fsnY5W+r5rLo+kU/XqOESzRZyQ/yubNi4Gc+Rxt3pTNcnsjX29SkuLm7UxxORtiszp+bXk4n9OjZjJCIti8lk4qfT+gGwet8Z/rf1RJgjkramRSXRzsf8+fO55557/OWCggLS09OZPn068fFaK6qpuFwuMjIymDZtGjabLdzhRLy71i31H58uNdFv8DDYu9Nft/yEma6JMVBSEnTulEsv5bebV/nLM2fOrHMhWl2fyKdrdP6eOfgZnCsMqu83aCizLuwa4oyG0/WJbE11fSpHs4uIfF013artfvjykJtGiUiwR745jLSEGP6x4kC4Q5E2pEUl0VJTUzl16pSh7tSpU8THx4cchQZgt9ux24MX57TZbHrj0wz0c2647h0c5JUG7yJ47GxwAg3AbDHeaEVFRdX7uXR9Ip+uUcMN6ZrA7lPBSTSn29voP0tdn8jW2NdH11pEvi5nuZtfvf3/27vvsKauNw7g3yTsDSIgiCAu3OIGq1ZFsY6qteNnW2fV2mpri7WOWmu11S5X1WptXXW01latq1bEieIWJypOHICisldI7u8PJBKSkARCEuD7eR6fwr3n3pxwm+TNe895zwVsOXtfZV+PRp5MoBHpwdZKgk97BqpNorXyczVBj6gqMOnqnPoKDg5GZGSk0raIiAgEBwebqEdEhudgbQEfF/VJYXXkRUqfta3tVg49IqpYPu/dCOO71VPZnpGbr6Y1ERGR8Ww/l6A2gQYAhi04QFR1/PdRJ5Vt955mIS2HtUzJ8EyaRMvIyEBMTAxiYmIAALdu3UJMTAzi4+MBFEzFHDJkiKL9mDFjcPPmTXz66ae4cuUKfvrpJ/z555/4+OOPTdF9onJhoeOyzYXkwvOQq1M91tAgcrazxMfd6+PNdrWUtmflqY7wJCIiMiZB0Jwqe5KZp3EfEWnWwMtRZVtSWi6azdiDeXuuQq5pKVyiUjBpEu3UqVMICgpCUFAQACA8PBxBQUGYPn06ACAhIUGRUAOA2rVrY+fOnYiIiEDz5s0xd+5c/PrrrwgLCzNJ/4nKg6VYpJQY00YmCPj7vWB82LUu3u1cpxx7RlSxTOoZiN7NaqBZTWcAwPJDN3ErWfNqaEREROXNzV5z2Q0m0YhKr7a7vdrtP+67juibj43cG6rMTFoT7cUXXyzxbszq1avVHnP2rK5rDxKZP1mxOyMWEpHKtpKkZkvRys8Nrfw4lZOoKGdbSyx5syV+OXQT5++lAgD6LzmCc1/0MHHPiIioqlp99LbGfY8zco3XEaJKZmTH2vhsy0VTd4OqgApVE42oMkovNlffUiKGuhyavZX6QrOpWZzrT1QSe+vn94tSs6X490KCCXtDRERV2eG4ZI370nJYu5OotDJLqH3r5WxjxJ5QZcckGpGJpWYrJ8EsxCK18/Yl4oK10C0lymuitw+oVn6dI6oE7K2VE9DvrT9jop4QEVFVdfF+Kvwn71S7z9PJGkDBCu1EVDrBAZprQ1tbMO1BhsP/m4hMRC4X8CQzTzWJJhFDpmaac+HdyXc7Pa97tvadtrDVMEKNiArYWqq+Rh6m52DXhQS9pk4TERGV1qDlxzTu+31UewwI8sGvQ1obsUdElUvTms74d3xH/K+Nr8q+R+mcKk2GwyQakYkMWXkCLWdFIPqGcqFLS0nJCwv0bOKl+FmP9QeIqqycfLnKtrZfR+L99Wfwx8l4NUcQEREZVnoJU80Cqjtg/hstUM9TdYVBItJdwxpOEIlEKttZK40MiUk0IhOJul5QE2P5oZtK20VQP52zUD1PB8XPD1Kyy6dzRJVIkK+Lxn1/n75nvI4QEREVw9FnRIaVlqNaL/ru0ywT9IQqKybRiEwsv1jCLDdfpnZhgULWFs+npnEmGpF2eTLVkWiFPBxZaJaIiEwj0MsRoY08Td0NokolLVs1iZbORTvIgJhEIzKx/GJf8HOkckWdphYaRtCsGtYGb7arhf5B3uXdPaIKL1eqOYlWzcHKiD0hIqKqKCktR+32Rt5ORu4JUeWnLolGZEhMohGZWOFoMlc7SwBAjlSmqInmX80Oaqb1o0ugB2YPaAo7KwtjdZOowsrJl2ncFxn7EDlSzfuJiIjK6sDVh2q3ezlxNDSRoRVftK2QwGLSZCBMohGZmJOtxbP/FiTRsqUySGUFb/JikYiLBxCVUZ6ahQUKJablYMrmC0bsDRERVTV3Hquvx+TJJBqRwaVpmLq5/jgXkyLDYBKNyASK3glxtSuYTiZ5NuQsRyrDlcQ0AEBNNzvjd46okrHXMmJzy9n7RuoJERFVRT8duKGyzcfFFq+09DFBb4gqNzWTeAAA07ZexJ3HmUbtC1VOTKIRmUByRp7iZx8XWwCARFyYRJPj1O2nAIDWfq7G7xxRJePybKp0Se4+4apNRERkWHK5gKuJ6SqlOYIDquHwp13gaKP984mI9LN8SCv4V7PDqmFtVPZ1/v6A8TtElQ4LKhGZQNHpY87PpnFaSApy2jlSmWJpZr9qHIlGVFbOOiTRei44hEszexqhN0REVFW0+ioCT7NU6zO52ltCLNY0XoaIyqKVnxsOTOxi6m5QJcYkGpEJ7I1NUvxsbSkBAFiIn0/ntLGQQCrLR76cBdGIysrRWvtHXWYeFxcgIiLDyJHKcPtxptoEGvC8lAcREVU8nM5JZCTZeTKcuPUE8mKJMRvLgpdh4XTObKkM6bkFBTFzpcoF0WuxRhqR3kTqlrglIiIqJ2/+cgw9FxzWvL9dLSP2hoiKOn3niam7QBUck2hERjJ67Sm8/nM0/jh5V2m7zbORaJaSgi/6RXNs2VIZ7K0kit//fDe4/DtKRERERKV2Jj6lxP2NvZ2N0xEiUjFwabSpu0AVHJNoREaw+2ICDsclAwC2n3sAa4vnLz0bi4IkmVjNaJlcqQxf9msCABjU1hdezlwKnagsQht6Kn7uULea0r6D1x4ZuztERERERFSBsCYakRGMWXdG8XP0zceo5+GAuIcZAIDc/IJaTBI1BWb93e0RUtcd7QPc4O1sa5zOElVCHeu543BcMoaG+KF5TWdcSUpHvkx5uvT+Kw/RuX51E/WQiIgqg+JlO4iIqHJhEo3IBIqOOrtwPxUA4KJmBUFvl4LEWU1X1kIjKotVw9ogMS0HNV3t0LFeQaKs03f7ldqwdBoREZXV8NUnS9zfrCanchIZS10PB1x/NnChKP/JO7FvQmcEVHcwQa+oouN0TiIjKFrXDIDSsuYxd1MAAO4O1sbsElGVYiERqySjA70clX5fdeQ2riWlK21Ly5Fiyf7ruJ2cWe59JCKiik9baQArCb9+ERnLbyPaYnSnALX7us49CEHgyFHSH9/FiYyguqNygqxo/JSeU7ASZzV7JtGIjGnyS4Eq23rMP4Qd5x8ofv9qx2V8/99VvLRQ8yprREREQMGNF23yipUSIKLy4+1ii6m9Gmrcf/rOUyP2hioLJtGIjKBwBc5CEjXzxqo5WBmrO0QEwNFGdQo1AIzbcFbx86nbBcFVtlRmlD4REVHF9foy7av+zXq2YBQRGc/ywa0wpnMdle0P03NN0Buq6JhEIzKC/GJFZtUtIlB8Oufg9n7l2ieiqq5wUY+SWEhYKI2IiHRzJTFdZdvnfRohOKAaRCJg3Tvt0NzXxfgdI6riejT2wgdd66psf3/9GfwTcx//XkhAXj5HiZJuuLAAkRE8ycxT+l1dEs3NXnkk2sx+jcu1T0RV3eOMPK1tLFm7hoiIdKDpC7iHozV+H93eyL0houJsi80MKjT+jxgAwLudAzDlJc1TP4kK8dsBUTmTyQWVJJq61c+lxWpkiLhUIFG5KilBlpFbUKvQyoIfk0REVDJBEBD/JEvtPkuOaCYyC2I1gxiK+vPkXSP1hCo6fjsgKmfqVn1RV8QyXYditERkOI28nTCtt/o7jh9vjAGgnGjbdyXJGN0iIqIKZNu5B2g7OxLbzz1Quz8jlzU1iSqCwsXeiLRhEo2onKmbuqlOGt+4iYxuZMcAuNqpLjAQcbkgYWZVJIk2YvUpHLv52Gh9IyIi8/fh72fxKD0XCyPj1O53sFY/hYyIzEvxGtZEmjCJRlTORCIRdJmZ2crPFTaWfEkSGduQYH+126duuYC7T5Wn58TcTSn/DhERUaXRvZGXqbtARDo6dvMxFxggrfiNncgIJDpk0QLc7WFtwbuVROZiw/F43HmsnERTMzubiIhIrc71q+s8I4GITO9/y49h+j8XTd0NMnNMohEZgS7Dg0UiEZr6OAMAPJ2sy7tLRPSMPafaEBFROeAKz0TmZXSnAK1t/uACA6SFhak7QFTZxSak6dx2zitNsfbYHYzoULsce0RERbX2d9O5rQAORSMiogJPi62+Xlz7AN0/X4io/E15KRD2VhaYv/daie3uPs2ClLM6SQPeHiEqZ5cf6J5E83Wzw9ReDeHlbFOOPSKiolrWcsX7L9bRqS2ncxIREQAcvZ6MoFkRavdtGNUOXw9ogqEh/sbtFBGVSCQSYXxoPa3tus6Lwg/nOVOB1ONINKJyJmaqmsjstfJzNXUXiIioAvnuv6sa9wX5uiKkjrsRe0NEhpaYzXqGpB6/3hOVo7x8OcL/PKe13YnPuhmhN0SkSQ7H7BMRkR4eZ+aqbOtYzx0nPusGWyuOYCEyZ37V7EzdBarAmEQjKkfbzj0ocfrXyBdq4+bsXvBw5PRNIlPKl+uWRBM4n5OIqMq7mpiOu0+yVba/2MCDMR1RBfDj/4JM3QWqwJhEIypHVxNLrocmEYsg5tLnRCbXvZEnAtztMaitr6m7QkREZi5swSG1219rXdPIPSGi0mju66JTKY9cqcwIvaGKhkk0onL0y+FbJe4XiZhAIzIHdlYWiJzQGXNeaYZmNZ01tuNANCIi0sTeiuWmiSqKpW+11Nom/qnqiFMiJtGIDCw3X4ZrSelqp3191b+J0u8chEZkPgqT2muGt9XYZm7ENey7kmSsLhERkZk5cj1Z7fbO9atDwsCOqMLwcLLBhRk9cGhiF41txm6IQWZuPqLikiGVsX4uFWASjcjARqw+iR7zD2HH+QSVfeJiI8+K/05Epudqb4UZfRtp3D9i9SnsucxEGhFRVbQiSv0sgzUjNN+AISLz5GhjiVrV7LBiaGvYq1kQ5NbjLDT+4j+8veI4Fu27boIekjliEo3IwI5cfwwA+OD3syr78vKV59UPbMXaGUTmaHCwPxYNCsKsfo3V7h/7+znczTByp4iIyOTOxj81dReIyMC6NfTEfx93KrHN36fvGak3ZO6YRCMyotx8Oa5+1RPDO/jju4HNUNvd3tRdIiI1JGIR+jb3xuBgfzT3dVHbZu4F1TuWRERUecXcTcHTLKmpu0FE5SA3v+Tpms62lkbqCZk7Vr8kMqDbyZkl7m/s7QxrCwm+6Kt+dAsRmZ96Hg44dzdFZbsATscmIqpKriSoX3X958GtjNwTIjK0ByklLyLgYsckGhVgEo3IgGbuuKxxX4C7PTrUrWbE3hCRIUx+KRB/aRjCr24BESIiqlxSs6Xo+O0+pOXkq90f6OVo5B4RkaEFejmVuN/VzspIPSFzx+mcRAZy8X4q9l15qHF/j8ZeitX/iKjicHewxic96qvd1/GHQ1gbfRs3H7FAGhFRZfXLoZsaE2gAYGXBr1REFV11R2vs/qijxv3OHIlGz5jFO/6SJUvg7+8PGxsbtGvXDidOnNDYdvXq1RCJREr/bGxsjNhbIvX6LIrSuK+1nytGdwowYm+IyJA8nNR/ziSl5eLzfy6h69yDRu4REREZy+PM3BL3W4jN4isVEZVRfQ/No0o3HI/nDAQCYAZJtI0bNyI8PBxffPEFzpw5g+bNmyMsLAwPH2oe0ePk5ISEhATFvzt37hixx0T6WzeyHdzsOQSYqKLycLQ2dReIKizeLKWKLjkjT+O+6o7WLDhOVEmIxSXPGjp1h6vzkhkk0ebNm4dRo0Zh+PDhaNSoEZYtWwY7OzusXLlS4zEikQheXl6Kf56enkbsMZGquKR0jfskYhFsLLmKH1FF5llkJFo9DwcT9oSoYuHNUqro/jp9DxGXk9TuG9TWF5ETOnM6J1EVkcrVeQkmXlggLy8Pp0+fxpQpUxTbxGIxQkNDER0drfG4jIwM+Pn5QS6Xo2XLlpg9ezYaN1a/2mFubi5yc58PwU5LK1hVRyqVQirli6C8FP5tq8rfeMhKzXfVT03tYnZ/h6p2fSoiXiPz4mr7PBE+u38jvLZc9TXPa2U+yuv1w2usv6I3SwFg2bJl2LlzJ1auXInJkyerPabwZimROfhk0zmN+6b2aghHG45CI6pM5rzSFNtj7sMiKxmHEpUT5BYS1rcmEyfRkpOTIZPJVEaSeXp64sqVK2qPadCgAVauXIlmzZohNTUVP/zwA0JCQnDp0iXUrFlTpf2cOXPw5Zdfqmzfs2cP7OzsDPNESKOIiAhTd6HcpeUBCamaX0qHIvcYsTf6qQrXp6LjNTIPcgEo/Mg8fOQo1H18Lv1zF/w4SM2sGPr1k5WVZdDzVXa8WVp5VZUbPek56p/f6I7+GPtiAGwk5vk3qCrXpyLjNTJfrwbVQL8m7nhjUaTKvmGrTqJj3WpY9L/msLc2aSqlSjP1zdIKd+WDg4MRHBys+D0kJAQNGzbEzz//jFmzZqm0nzJlCsLDwxW/p6WlwdfXFz169ICTU8nL2FLpSaVSREREoHv37rC0rNx36NYdjwegPukLAL169TJeZ3RUla5PRcVrZH78WqQiPScfjWo44cdL+1X2z7tggbhZPUzQMyquvF4/hQka0g1vllZ+lf1GT0IWoO7rkuzhDRzYe93o/dFXZb8+lQGvkfm6ma6+HM/h648xZ0MEQjy5yICpmepmqUmTaO7u7pBIJEhKUq4zkJSUpPMwfktLSwQFBeH6dfUfZNbW1rC2Vi0IbWlpyS+mRlDZ/86CIOBBaskrNpnz86/s16cy4DUyHy393RU/u9pZ4qmauhhn7qbB3toCTXycjdk10sDQrx++Fssfb5ZWDJX1Rs/h68mY9PdFfN2/MVr7uWLYmlMAVJPnnUPaIjigmvE7qKPKen0qE14j8yaVSrHtTiQiH6ifvhnSOgi9mrLsgKmY+mapSZNoVlZWaNWqFSIjI9G/f38AgFwuR2RkJMaNG6fTOWQyGS5cuGCWo32o8hv12ynsjdVcHPnj0PpG7A0RGUvDGo44euOJyvY3lh8DANya0wsiEetmUNXGm6WVX2X7O49YcwYAMHrdWXSs547z99R/obqXklchnndluz6VEa+R+erlK0fkA/WLhtTxdOJ1MwOmullq8qVkwsPD8csvv2DNmjWIjY3Fe++9h8zMTEUB2iFDhijV0pg5cyb27NmDmzdv4syZM3j77bdx584djBw50lRPgaqoxxm5JSbQbs3phfGh9YzYIyIyFl/XkqeJZUtlRuoJkfkqerO0UOHN0qKjzUpSeLO0Ro0a5dVNIrUOxyVr3BebwKndRJWdhRj4XxvVMgIA0GdRFORyTuesqkxeE+2NN97Ao0ePMH36dCQmJqJFixbYvXu3on5GfHw8xOLnub6nT59i1KhRSExMhKurK1q1aoWjR4+iUaNGpnoKVEVJZSW/cXIUClHlVcvNtsT9jzPyYOdm8o9YIpMLDw/H0KFD0bp1a7Rt2xYLFixQuVnq4+ODOXPmACi4Wdq+fXvUrVsXKSkp+P7773mzlMxOSjaLwRNVBdN6BeKPk/fU7ttxIQGCIODl5t783lfFmEWEP27cOI3TNw8cOKD0+/z58zF//nwj9IqoZDaWJh/ISUQm0tDLscT9jzPz4ONii4y8fDjZcLg/VV28WUoVxdXEdK1tfnqrJX4+eAMTurNcB1FVYG2h+fveh7+fBQB4OtmgvRnXSCTDM4skGlFFIZMLGLbqBKo7WuPr/k1N3R0iMpEX6lZD5xpyHExQH1ytOnIL8U+ycDY+BTs+eIELDVCVxpulZO5y82UIW3CoxDaL3wxCr6Y10KsppxYT0XP/W34MH3ati/AeDUzdFTISDqUh0sPVxHQcjkvG5jP30XD6blN3h4hMRCQS4RV/ucb9/8Q8wNn4FADAsoM3jNQrIiLSV0ZuPlrOjNDark8zbyP0hojMzYaR7bS2+XGf+sVvqHJiEo1ID0+z8nRqV9LQXyKqWh6l55q6C0REpMHR68nIzCt5MZi/xui2EAYRVT4hdd0xIMhHa7tfD99EVAkLklDlwW/6RBoIggBBUF48ICM3X6djJ4ZxOC9RVSARay8k+yiDSTQiInOVmac9tmvt72aEnhCRuQpr7Km1zVc7Y/H2iuNG6A2ZGmuiEakhCAL+t/wYcvPl2PxeCMTPvihna7lTWWhkx4Dy7B4RmYndH4bgzN00TPr7gsY2Nx9lGrFHRESkj483njN1F4jIzIU29MTb7WuhlZ8rXGytMHz1SVN3iUyISTQiNTJy83H81hMAQGJaDrxdbCGXC/hoY4xpO0ZEZsW/mj3qeDiXmEQjIiIioorLQiLGV1xUjp7hdE4iNeRF6oWLRSIIgoBXlh5V27ZjPXcj9YqIzJFI+4xO+E/eiYv3U5Gbr9toViIiKn9XE9O1tpnyUqARekJElUWWDlPEqWJjEo1IjfwiWTSRCMjKkyHmboratkveaom329fC6E6cwklUFYlEIozvVk9ruz6LotDki/+M0CMiItJEKpPjlZ+OYPRvpxC24JDGdq39XLH5/RC827mOEXtHRBVdo+n/YcHea6buBpUjJtGIisnIzYdU9nxBgYjLScjNlyu1iZneHetHtsPZz7vDycYSX/VvirYsOktUZQXVctGpnVQmYN+VpPLtDBERabT93AOciU/Bnsslvxd//1pztKzlaqReEVFlsmBvnKm7QOWISTSiIuKS0tHki//w7rrTim3Ttl7EzUcZSu1srSToUNcdrvZWim0WEh3mdBFRpdS5fnVsGhOMs59319p2xOpTWHXklhF6RURExYX/qdtCAvJiK7QTEelj06m7pu4ClRMm0YiKWH7oJgDgXLGpm2OKJNUAwEqi+tKxVLONiKoGkUiENv5uSon1kny5/TJypKyPRkRkruytuP4aEak3IMhHa5uJf53H4BXHjdAbMjZ+6ycq4mlWntrtyRnK20VqKonbWzPYIiLdpeew8CwRkbHEJqThhW/36dR2Rt9G8HK2KeceEVFF9fWAJnj/xTpoWMOpxHaH45LxMD3HSL0iY2ESjaiIJ5nqk2i6aF7TGa8E+WBcl7oG7BERVVZHriebugtERFXGxxtjcO9pttZ2td3tMaxDbSP0iIgqKjsrC3zaMxBrRrTR2jY2QfMqwDO2XcLgFcchk3P6eEXCJBrRMw/Tc3AmPqXUx4tEIsx7owU+CWtguE4RUYXl7lDy1M6PNsZwGXQiIiPRdQr9ymHavxQTEQGAh6MNbs7uVWKboStPqN0ulwtYffQ2Dscl49KD1PLoHpUTJtGInvnhv6s6tfN0si7nnhBRRfZh17po7eeKqEld4ahlmvefJ+9CEARM3XIBvx6+aaQeEhFVPbqM8/hxUBBqu9uXe1+IqPIQi0VYMbR1iW0u3FNNkhUtI+Rsa2nwflH5YREnomdSsqRa20x5KRCvt/Y1Qm+IqKIK79EA4c9+ruFig/SkDI1t82RyRN98jA3H4wEAIzsGGKGHRERVj7bFNj/pUR+9m9YwTmeIqFLpXL96ifv7Lo7C7W96AwAuP0hDUloOqjs+H5hhYykp1/6RYXEkGlVZ8Y+z8Fv0beRIZcjLl2PP5SStx3RuUF3n1feIiOa80rTE/bN3XcE/Zx8YqTdERFXT1rP3Ef8kq8Q247rWg0SsunAUEZE2FhKx1tFohXr9eBjDV59En0VRim1iNYvWkfniSDSqskLnH0RevhzT/7kEXd+3uNw5EemjlZ8brn31EupP+1djm42n7hqxR0REVc9HG2NK3K9tFAkRkTbdGnqWuH9l1C0M7+Cvdp8FE/gVCjMCVGXl5csVP2sb4l/IzopDbYlIP1YWHPRNRGTOuC4eEZW3mTsuI9DLUe0+MZNoFQoj+wro+sMMnVcYIsOy40g0IipHP/x3FYKuWX0iIjIIvu8SkSF8N7BZifun/XNR7XaORKtYmESrYKLikhE67yACP9+Nnw/eAABk5eXjt+jbSErLMXHvKjf/anaw5Ug0IipHi/dfx9Wk9FIfn5cvx5XENH4hJCIiIjKy19v4YnqfRhr333yUqXY76zFWLEyiVTD7rjxU/Dzn3yu4/jAd07ZcxPR/LqHz9/sR/7jkoqmkn/YBboqfvx5QcoFwIiJdnPwsFB92q6dx/8K9cQCA6f9chP/knfhu9xWdz/3u2lPoueAwNpyIL3M/iYiqCt53ICJDGfFCbbz3Yh29jmESrWJhEq2CyZMpT+OUyYHNZ+8DAHKkcnT6fj/yZXJ1h1ZZmbn5eJqZV6pjN4xsj8kvBeKVIB8EB1QzcM+IqKpwtC6YCr7s7Vao7mgNSQmrmfx7MRHn7qbgt+g7AICfDtxAZm6+To+z/+ojAMCqI7fL1mEiogosN1+Gi/dTsfFkPDp+t09re4FV0YjIgLxdbPVqX1JcSOaHBZ4qmHXHlEcXyNXcOsuXC7DgrEOFpjP+g1wALszoAUcbSwDA/qsPtRxVQCwWYUxn/e4kEBEVd35GDwjC88KxiVqm3/dbckTpd13uUMrkzz8PkjNyS9FLIqLKYez6s9gbm6Rz+xrO+n3hJSIqycCWPvh8q/r6Z+o0n7kHUZO6wtnWshx7RYbCkWgVXL5MNYnGwoTKCr9X3niUCUEQcOr2EwxfdVJj+y4NCpY5r+VmZ4zuEVEVIBKJlFZe0reG5fFbTwAAD9Nz8OrSo/j79L0S26dkSfXvJBFRJaFPAg0ApvZqWE49IaKqSN/F6NJz8vHTges4dvMxXl8WjSuJaeXUMzIEJtEquPQc1S9KYg4HVZAXGZkhArDyyG28uiy6xGO+f605ZvZrjN9Hty/n3hFRVZWYql8SbejKE7j0IBXzI+Jw6s5TTNh0TqXNzgsJhuoeEVGlZ2spQVAtF5yaFgo3eytTd4eIKpm94Z31an8nOQtj1p3GidtPMGDJ0XLqFRkCp3NWME19nHHhfqri9zd/Pa7SRiqXw1rM+ZxAwd+i0MS/zuFaUobGth92rQtbKwu4O1hjSLC/EXpHRFWVh5M1LuuZ88qXCSXWvPzw97Nl7BURUcV36NojndoNDvbjCDQiKjd1PRz0ar/7UqLi52ypTG2bfJkcFhKOgzI1XoEKppWfq9Y2I1ZrnqpY1RStEVRSAm1Eh9oI79FA75VUiIhKY/aAphjYsqZex7jaWcHBRv29L9ZAIyIqMGTlCZ3aWfGLKBEZia+bLVztCuqdRU7Qb4RaoT9OxKPpjD04eiPZkF2jUuCnRwVTNCmkyZHrj43Qk4rhUbr2L5bvvVgHU3oFGqE3REQFvF1sMff15nodI5GI4GCtPommb401IqLK6L8iIzm0sbLg1yAiKl+vtPQBAIzrUhdnp/fA7W96I8DdvlTnmrz5ArKlMoxdf8aQXaRS4KdHBSNTsxonqbqVnIl/Yu6j8/cHtLad1DMQlrwbSUQm8EHXugiq5aJT26eZebDXkERTt5BAbAKL0hJR1ZGdJ8O7a0+X2MapyGjelrW0z+4gIiqLH15tjoMTX8QbbWoptomK1C+3LiGZ/yg9Fw/TczB2/RlE33g+SIbfW02PNdEqGJma1TjVtpMLkFTRVTrTc6To/eNhZOWpn0telH81rsBJRKYzoUcDTOjRAP6Td2ptm5yRqzGJ9jQrT2XbuA1nEDnhxbJ2kYioQujw7T6tbTaNCYFEDMQlZeCFeu5G6BURVWVisQh+1TSPPMvN11zrdvauWDzOzMOha4+UFo/iKFrT4xWoYHQdiVYVRyCk5UixZP91HL/5RKcEGgAE8S4kEVUQ8/fGwcFa/aIx6kai3XiUWd5dIiIyG08yVW8mFCcRi1DXwxEvNa1hhB4REZXs3U4BGvdtOXtf7UIpTKKZHq9ABaNLTTQAuPskq5x7Yn5m/HMJ3/93FV/uuKT7MX0bl2OPiIh081FoPa1tzt1NgYO1pdp9NV1tDd0lIqJK5Y3WvqhTvXS1iIiIyoN/KeqjcVEU0+MVqGAKk2if92lUYrt7T7ON0R2zsudyEgDg7hPdnvvoTgFwtlP/hZSIyJg+Cq2PS1+GKX7/bmAz7PzwBZV2mhYQ4F1JIqoKYu6mICUrD1l5+dh06i6uP9S88nqhjvXcceKzbvj21WZKtYiIiEytuoO13scw5jM91kSrYAqnc1poqXd292nVGYmWmiXF8VuPkS3VbQonAMzq1xiDg/3Lr1NERHqyt7bAyc9CcSb+KUIbeuLErScqbaZtvaj4OV8mh8Wzu5El1dQgIqoMDsc9wuAVJ+DuYI3Wfq7Y/WwlTh8XW/w6tLXG44JqucLD0cZY3SQi0mrtO21x/l4qujX00PtYsUiE1CwpB4OYENOY5UguF5BarE6NTC7gk03n8PuJ+FKds3BhAbGWJNqVhPRSnb8iGrLqBEavPa3zVFcA6NPMuxx7RERUOtUdrRHW2AsSsQgpahYLKCopPVfxc65UfRLtSmLVq49JRJVPYmoOBq84AaBgkZXCBBoA3E/JxksLD2s8tirWCSYi89axXnWM7VIXIpEIAXpO6Yy5m4LmM/donJ1A5Y9JtHI0Zt1pNJ+5B5cfPP/w/vdiAv46fQ9TNl8o1TmLjkSr4az5rlpiFXpRnbubovcxmla4IyIyFynZqosFFNXhm+cr0eXmqx+JW3RJdH0JgoAd5x/oVGMz5m4K1kbfhqDj4jeFTt95ipnbLyMzN7+03cQ3/15Bi5l7sOXsvVKfg4jMW/s5kaU+NkePmQpERMbmU8q6trsvPr+Z8FSHhVXIcJhEKyf5MrmiRteao7cV21O1fCnSpnC0lUQkwu6POmlsV9bHqShuJeu/+tyZz7tzLjkRmb2WOq4enC+TaxyJpmuNSHX+PnMf4zacRcfv9mtt23/JEXz+zyVExj5UbNMloTZw6VGsPHILc/dcK1UfBUHAsoM3kJIlVQomiajq8q9mh+8GNsPm90PQLdADM17mIlJEZL6CdIz3ilt28AYAYP3xOwiaFYHlh24YsltUAg7HKQfLDt7AN/9eUfyeX2SaoQglT8M8dzcFcQ8z8Gqrmmr3FybRxGIRnG01z4NOy6n8SbTLD9LQ60fNw/c1cbO3KofeEBEZVgMvR61tFkXGYW7ENTSv6ax2f3wZVmo+HKe6rLo2288/wPLDNzG1V0N8sukcGng5YsmbLRX7rz/MwKFrj3Ao7hHSc56PPrv0IFXjOWVyARINJQyKzuIXs2A4EQH47tXmaFvbDQCwYlgbE/eGiKhk779YB5fup8LXzQ6riwy+0SYhtWDm2WdbCurlzt51BaM6BqgsoFK0hi4ZBpNo5aBoAg0A7jx+Ploq7mHJtcr6LTkCoKBIanCdair7C5No2hYW0HNGTYX0W/RtvY+pViyBJggC8vPzIZNVraH+UqkUFhYWyMnJqXLPvaLgNTIfEokEFhYWZrmq29yIghFc5+6pT0JdvK85OaVNaaZA/RPzAEDByDSgIGm2eJCg+NuFzjuo9rjjt55g27kHeLm5cr3KuKR0vLL0KEZ1DMCH3erh18M3cfDaIwxu74eQuu6wlDy/JtYcYUxUqUhlctx8lIn6ng56HVd0ejvjPMYQ5orXyHyYOs6zsZQoEv76JNHU2XE+AX2LxFLvrD6Jc/dSsP+TF+Fow4UIDIVJNCM4decpjl5PRjNfF6w6cluxPUcqg42lRPF7vuz5dJzrjzJKTKJpW1igsO3HG2PQ1McZozoFlOEZGMf5eylYvO86Jr8UiIDqygFTvkyOozce4+TtJwiuUw1Hrifjj5N39X6MP0a3V/ycl5eHhIQEZGVVnZVMCwmCAC8vL9y9e9csEwPEa2Ru7OzsUKNGDVhZmW4k684PX0DvH6P0OiYxLQd5+fJSTWHP1jBFtDht0zYzcvPhaGOJa0kl30T68PeziiSaXC5ALBZh0b7rSM/Jx7yIa2hZyxVf7YwFAByOS8YLdd2xfEgrxfFFP0+JqGJJzZZi9s5Y9AvyRkgddwAF7wn/lmKa9oOUgmnsjPMYQ5gzXiPzYg5xHgD4VbPDncelf8/ad+WhUhIt8kpBmY1D15LRu1mNMvePCjCJZmCaapG9+etxjHyhttK25Ydu4sNu9RS/v7z4iOJnTW+lRRcW0CYyNgnbzj3AtnMPzCaJ9iAlG3+euothIf5wsVN+kyp8/vFPslTqva2JvoNZOy4DABbtu17qx6/nWTA9Si6X49atW5BIJPD29oaVlVWV+gCTy+XIyMiAg4MDxGKO3jBHvEbmQRAE5OXl4dGjR7h16xbq1atn1Ovh5WSDxLQc2FtJ0Nhb/ZRNbepP+xcbRrZDSF13vY7TdSRabn7JybaULCmO3niMd9ee1nqurLx8BM/Zh9RsKba8HwJ5kQTd2yuOK7WNup4Mqez5/j9O3sWcV5pWqfdyospi3bE72HjqLjaeuovb3/QGgFIl0ICCOJJxHmMIc8drZB5MHecV98uQ1ugx/5DO7b/brTwDbsvZ+2jg5Ygxneso3eT0dtG8ICHpj0k0A1u8L07jvl+jbin9Pi/iGvo294Z/NTsIAnC5yBLcRT/nj15PxtQtF9A10BMnbj0BoL32i7uDFTLKsNpZeQl5tprctpgH2PfJi2rbJGeori6yVo+pmw08HXFVy4iHvLw8yOVy+Pr6ws7OTudzVxZyuRx5eXmwsbHhB7eZ4jUyH7a2trC0tMSdO3cU18RY1o9qh3l7rmFc17plOs/ULRdwYGIXvY7J1SGJlpmbj76Ln4+Oa+zthEtFVqQGgJcWHtb582jB3jjFzagBPx3V2n7D8Xil32tP2YX9n7yIms6sfUlUkUiLzMYoPlNDX32aeTPOYwxh9niNzIcp47zi6ns64sjkrkorsIc19sR/l5LUtv/pgOpiAt/8ewXDQvzx36XnNyJ8XEq3AiipZxav2CVLlsDf3x82NjZo164dTpw4UWL7TZs2ITAwEDY2NmjatCl27dplpJ5q91hNAqgkXX44gP4/HUXofOU6MYULEFx6kIo3fz2O24+zsPLI8yRc4Ui06X0aqT1vckYewv88p1dfypNcLuDfCwmK32+WsKqmi13BfO2HaTmKoKpZTRedH2v3Rx0xo28juDtYa23LDy0i0oWp3ivqVHfAkrdaomENJwBQjNDQV2mmc+boMJ3z9xPxuPno+fu5g7XqvTl9buhc0FDbTZNvi92BBaAYtUxEFYe38/MveLEJaSW0LNn3rzZTvF8CjPOISDfm9F7h42KLCd3rK35PSsvV+xyBn+/G+D9iFL87lbAgIenP5P+3bNy4EeHh4fjiiy9w5swZNG/eHGFhYXj48KHa9kePHsWgQYPwzjvv4OzZs+jfvz/69++PixcvGrnn6tmr+QKhzbm7KUpfQgDgSmIajt5I1lj/pnClshEv1MbiN4P076gaufkynLubAkEQIAgCElNzcPRGskHOvf38A7y3/oxObZ1tLXHpQSrazo5Evc/+xd7LSaihxxBUkUiEYR1qY98nnRXbwhp7YtOYYL37TURUGVxLysDpO0/1OiYnX/tItOIlDI4/Gy1dWtE3H5fpeADI0zK9lIjMT9Gp29mlWNQEAM5+3h2vtfY1VJeIiEzmgyIln3zd7NDUp3QlPQodvZFcqgWjSD2TT+ecN28eRo0aheHDhwMAli1bhp07d2LlypWYPHmySvuFCxeiZ8+emDhxIgBg1qxZiIiIwOLFi7Fs2TKdHzcvLw95efqNGtOFtVgOQaa+Lpo+1kRdx5oozbW/ZPlSRf97BLpjaDufElfz+Hn/Vdx7ko1pfRqq1ITIzpNh9q5YbDl7T1HbxsfFFvefFWZdO6Id2qtZ5KAkUqkUUmlBHwVBwKkbj1T+Lnl5ecjNlyHqWjI61q+u2H8zMQWrD11X/P7OqmgMC/HX6e869/Xmir+LkC9THPNR1wDUqe6g2FfYL7lcDrm8cnzh6tq1K5o3b4758+drbVv43Av/S+aH18i8FF6LvLw8iMVilfc4Y4qa2FFpmL+uxq09gYOf6j6lMzMrR/Eequ7zMiktBz9GxOrdj/JW+PleHtenPOIGInpe8xcAriamo7a7vV7Hn/m8O1ztK+807hdffBEtWrTAggULTN0VIjKSveGdsPHkXbzbuQ5cbC2x8sgtzN6lOgJfFyNWn0L3Rp74ZUhrjW2kMjl2X0xEu9pu8HBiDbWSmDSJlpeXh9OnT2PKlCmKbWKxGKGhoYiOjlZ7THR0NMLDw5W2hYWFYevWrWrb5+bmIjf3+RDItLSCIeLfffcdrK21T/fT16L9qvOSy8O67CgcdH0+9D365hOkljDKYNKzP+fTo7Xgaqc8nDMi9iGuJCrXECs6oearhAg0quEEC7EIZ+6moHENJxy+nozkjDy83c4XlhIxZHIBd59mw8fFpuB3mQwxV27i1OkzsLSQ4PitJ0i9rdy/WbNOY010PNJylJNj6SIRIs/ZIbXIlM81MZYaF20o5GZnhTNWp3BuW0GSUBCAzOM3kS8XsNbqlGL0HgA4ODigU6dOePToESwsTJ5LNojc3FxkZmYiISFBa9ujR4/i9ddfx6VLl+DsXLY7G1R+cnJykJ2dbepuEID8/HykpqZi+/btyMjIgFwux40bN3D27FmTTAFIjX7+WdOqlgtOx6cAKJhOqWn6pMzaArNyS17dUyYXcDAuGf7V7HA39qHixsqsWaqLAsQmpCP1ivpR46Z04bINZt/fXS7Xp2g8QUSGIy+S6/5y+2V8uV33adkx07urLFZVlR04cABdunTB7du34eTkpP0AIjJLdT0c8Vnv56WbRr4QUOokGgBEXFauqzYv4hrc7CwxrEPB4ocro25hzr9X4GJniZjpPUr9OFWBSbMHycnJkMlk8PT0VNru6emJK1fU/w+SmJiotn1iovoVfObMmYMvv/xSZfuNGzdgaVkec4ON82Xqwf37yEl+HnGkpomgeU3P587H3UF1GwF3MkRIywPqOwu4klRyn0/cfooTRRJgF+6mQPrsoVdE3UI3bzkuPhXhXqYINewENHMTcP6JCAlZYtzKuIW6TgJSslX7F3n2OtJyVPssFwQ8TVOe3pqiJYEW4iGHk1UObt5QHr3XpQYgACrb3dzcIJVKkZubi/x881uAoTTkcjlkMhlycnK0ti0cTZGbm6tTezIdXh/zIJPJIJVKcefOHTx58nzK4o0bxrlxUlwzNxEuPRUhqJoAB+kTFH72NHXOw400ER6qeW+FLB9xcZoXvwGA2xkiXEkR4dKDNKVPM3XHJat5XzcH6Vk5iuti6OsjlZZ9pDkRKYt/nIUzek43LyozTwaXqrd2ABFVMWKx4WKuO48z8WNkQWw3JNgfYrEIh+MKyjilZBXEOgv2XoODtQVGdgww2ONWFpVjCE4JpkyZojRyLS0tDb6+vli8eHG53J1pNCPC4OdUZ9rw1mjl56r4/VpiOvovO6b1uDvP/hV67GwD59SyfUmfP+lFtP/2AJwBZAGwru+OrGvJit/PP2tXfLzTfTXbCslL2KfOphnd9ekycnNzkZCQAB8fH5OuwFJamZmZGDt2LLZs2QJHR0eEh4fDxsYGTk5O8Pf3x7p167Bo0SJcvXoV9vb26NKlC+bNmwcPDw/cvn0bb7/9NgCgZcuWAIAhQ4Zg5cqV2L17N2bPno1Lly5BIpGgffv2mD9/PurUqWPKp1slCYKAtLQ0ODk5qUzBJuPLycmBVCrFV199BWtra0ilUuzduxehoaHldENGO5lcgEQsgiAIaPzlXgDA1OGt0dLPVe1nUZCvC1a806bEcy7ZfwNLDt5U2b5CzXvsnstJ+OjP8yrbTc3H2QbLxrUvl+uTlpaGzZs3G+x8RFWdIAjo9P3+Uh37WquauJ+SjRqVbNpRZmYm3nvvPWzevBmOjo745JNPlPavXbsWCxcuVMR4Xbt2xYIFCxQxXpcuBdP2/f39AQBDhw7F6tWrsXv3bnz11Ve4ePEiJBIJgoODsXDhQsZ4RFXIy4uj8GIDD/RpVkOx7UpiOubvvYabjzIU2x6l52LB3oIk29vt/Uq1YvL643cglwsYHOwPANh+7gFqudmhua9LicclpeXgr9P38EYbX50WCjQFkybR3N3dIZFIkJSkPLQwKSkJXl5eao/x8vLSq721tbXaaZv29vawt9ev3oIuRBLjfJkKqOEGe/vnt92C6tjj0OTuiLqejM+26L7IQkKGrMx9PnEvU+kch26kGu3v4O5gjfUj2+l9LSUSCcRiMSQSCSSSgjcFQRBKXcy2rGwtJXolSiZPnoxDhw7hn3/+gYeHB6ZOnYqzZ88iKCgIEokEMpkMs2bNQoMGDfDw4UOEh4fjnXfewa5du+Dv749NmzbhtddeQ2xsLFxcXGBrawuJRIKcnBxMmDABzZo1Q0ZGBqZPn45XX30VMTExZrVqTVUgl8shFosV/8i0Ct8z7OzsYGNjA6lUCktLS9jb25ssiVZU6wAP3H2ShTb1asDGUqL2PdjF0U7re6WNra3aY9UdZ2Wtvq2pZcvFiuti6Osjk7EoLxVIy5Fi4d449G/hg6Y1S77tF/84CydvP8GAIB+DjiSoyDaduovI2IfIL2XNz6m9AjG6k37JH1PFefrGeBMnTsTBgweVYrwzZ86gRYsWAApGxBaP8YYNG4Zdu3bB19cXf//9NwYOHIiTJ0/C29tb8f6dmZmJ8PBwpRhvwIABjPGIqpDz91Jx/l4qejV9njt5Z81JJBQbVLOmSK311Gyp3km0rLx8RU6iTzNvxD3MwAe/nwWgfaX5Ub+dwvl7qVi0Lw6z+jXBq61qmt2AApMm0aysrNCqVStERkaif//+AAq+OEZGRmLcuHFqjwkODkZkZCQ++ugjxbaIiAgEB5vfyosvNfHCvxfVTzNVp5Wfq86rp9V0VR237lfNvlRL4JZV0eVzje39F+uggZejQc6VLZWh0fT/DHIufV2eGQY7K91ejhkZGVixYgXWrVuHbt26AQDWrFmDmjVrKtqMGDFC8XNAQAB+/PFHtGnTBhkZGXBwcICbmxsAwMPDQ/EzAAwcOFDpsVauXInq1avj8uXLaNKkSamfHxGVr7/GBEMmF2AhKfgiJBYp1xgCgANXH0Eqk8NSovnL0ryIazo/pqyMBfub+jjjwv1U7Q31pOt7KVFZzNx+GX+dvocVUbewN7wTkjPy0LKWK6QyucpK7Z1/2A9BADJy8zE0xF/vx5r+z0VEXU/G9nEvlGoVeHOTliPFxL/0G8Xq62aLVrVcsTXmAT7r1RAjO9bW+3FNFeeZKsarXr06vLy8FAkyxnhElYuzrSUW/K8Fhq86qfexO88/r6FdPIEGAIv3Py+F1H3eQcRM76F0E+hWcibeW3ca771YB/1a+Ci258vkWH74JhrVeD7jLzMvHydv67Z6++8n4nH+XkFsmCOVY+Jf52FvbYFeTWtoOdK4TH7bITw8HL/88gvWrFmD2NhYvPfee8jMzFSs1jlkyBClhQfGjx+P3bt3Y+7cubhy5QpmzJiBU6dOaUy6mdLSt1vhrXa1dG6va9vhHfw17vN2qVxD2rWJf5Jl6i4Y3Y0bN5CXl4d27doptrm5uaFBgwaK30+fPo2+ffuiVq1acHR0ROfOnQEA8fHxJZ47Li4OgwYNQkBAgGJqqC7HEZFpiUQiRQINAL5/tbnadn+cMNxruayrXg7TIZnwQde6ep+3jb+r9kZEZSCVyZW+EITOO4T/LT+G+tP+ReMv/sPdYrFJ4Utlb6zyTApd/RZ9BzcfZWLbuQca+/PX6Xs4eO0Rev94GLsval9gyJTuJOsXuw3v4I/Dn3bFgv8FIXZmT4zqFGB2oxIMhTEeEekqIzcfXRp4KC2ep6ubjzK1N3omLScfx289QeDn/+KnAwXJten/XMSVxHSVwTQbTsTju91XMaxIYm//1Uf4/r+rOj3WlM0XVLYduvYI4RtjcPRGss59Lm8mv531xhtv4NGjR5g+fToSExPRokUL7N69W7F4QHx8vNIQ45CQEGzYsAHTpk3D1KlTUa9ePWzdutVs7qC83Nwb2849UCTEPu0ZiPXH1X841alujxtF/gfW5QXwRmtfTO/TSOP+6o7mOW+4vNTzdDDYuWwtJbg8M8xg59P3sQ0lMzMTYWFhCAsLw/r161G9enXEx8cjLCxMsaCAJn379oWfnx9++eUXeHt7Qy6Xo0mTJlqPIyLz0sbfTe32c/dSMdhAjyErPtRNixrONnC0scC1pIKaG5YWmu/jbR/3gmKK3KJ911X2rxjaGu+sOaX22DxZ6aaHEenizuNM9Jh/SLFyrTq/n4jHpz0DVbYnpeXgbPxTNPFxLnFEqCb5Gv7f3nA8Hl9su6T4fcy6M1qny5SHfy8koI6HA+p7Ks8QkMsFpREMjzL0q8VbdJSDrVXp4yVTxXmM8YjIUNzsrfAks+A1WxiHNfB0xOWENL3Os/OCfjdbJvwZgxypHN/tvopRHQMUixAABZ9NUdeT0dLPFZcfqPbj863KpaZmbr+MTvXdcSY+BbsuJGDHBy+UOF30j5N3AQCbz97HqmFt0CXQQ6++lweTJ9EAYNy4cRpHkh04cEBl22uvvYbXXnutnHtVOt8ObIYBQT4IrlMNQMEwS3XqeTggIrwz9l5OwsjfCr4IWGipR7DkzZbo3azkoYzWFob7oK4IXgmqqb2RjkQiUYWYBlSnTh1YWlri+PHjqFWrIFn79OlTXLt2DZ07d8aVK1fw+PFjfPPNN/D19QUAnDql/GXTyqpgKfii9X0eP36Mq1ev4pdffkHHjh0BAFFRUcZ4SkRkYJYW6m/KeDoV3GgpLMatb32mu0+yMOnv83i3cx2VJFprP1dk5ObjSmK6YlufZjWw49mUgX/GdoCTrSX+On0PnetX1zgqJ6iWi8YaU3U9HBDevT66NfREoxpOaoPGHCmTaFR+Fu+7XmICDSgYJS+TC4h7mI76Hs8TSteSMjDgp6N4tVVN/PCa+tGiJcnXkLg+dzdF73Nps/dyEpztLDUm5AvJ5AIePM5EUlou3lt/BoByvZsDVx9i2KqT6FjPHT8PbgU7Kwvsv/JIr77UdLXV/wmoURHiPMZ4RFSSIF8XRF55qLQtIze/3B/3QZEpn9P/uaS0b9Avx3Dy9lO42FkirJH6OvVFrTxyCyuP3FL8PnjFcWTmytC9kafWY4evPmmSm0TFmXw6Z2VjayVBl0APpWzqkGA/pTajOtbGmhFtAQC+bs9rm0nEQMx09atM1vVw0JpAq4rKckeyonJwcMA777yDiRMnYt++fbh48SKGDRumGLFZq1YtWFlZYdGiRbh58ya2bduGWbNmKZ3Dz88PIpEIO3bswKNHj5CRkQFXV1dUq1YNy5cvx/Xr17Fv3z6llW2JqOLQdFPGxdYKDT/fjQ7f7MNnW3VfhEYQBAiCgFG/ncLRG48xdOUJyItN5xSJgK8HNFXatvjNloid2RO35vSCh5MNbCwleLu9H3zd7NCwhvoVshM1rBjtYmeJveGdFXUxlr7dUqXNiw2qo6mPPms7E+nnQWq21jY7zifgxR/2o+eCw1iwV7XO4F+n76lsu5aUjscZJde1LUxcH72RjF8P31RMqXaxs9Kl6wCAbeceoN+SI7ifovl57L6YgJG/ncJry6K1nm/Klovo/P0BfP/fFbX7C6f0HI5LxvyIazh07RHWHrujtq0mlXPipnqGjPH+++8/xnhElcy3rzaD/bPvv8uexUFpOVLF/ln9Ght09Ks6vxcrDXLydkFN95QsKTaeuqv3+U7eforLCWlYGBlnkP4ZA5NoRvB5kemXTX2c8VnvRvB2Kbir5mjz/I6YWCSCi52VIsFWVGNv9V82qGr6/vvv0bFjR/Tt2xehoaF44YUX0KpVKwAFhWRXr16NTZs2oVGjRvjmm2/www8/KB3v4+ODKVOmYOrUqfD09MS4ceMgFovxxx9/4PTp02jSpAk+/vhjfP/996Z4ekRURlYapootjIxTrE5XPAgqSeDnu9FvyRGlUWaFg2KqO1qjrb8bpvVuBHVlimyt1K9M1662G1YNa4PDn3bBzH6NFdvrVFc/Td++2AiSoomDuh4OiPv6Jawe3hYfd6+v8/Mi41iyZAn8/f1hY2ODdu3a4cSJEyW237RpEwIDA2FjY4OmTZti165dRuqpdkeuP9ap3d0nBUmqH9VMRwYKVi7zn7wTY9aexm/Rt9Fj/iG0+movBEHQmEguTKK9+ctxfLUzFgeuPcKp209ga6V7OP/h72dx7m4Kvig2kqCoMevO6Hy+LTEFI00Lv0QBmusl7r/6CCuibqndV1TR0iTfv9oM1RyqVqkSQ8R4M2bMwJdffokaNWowxiOqRNwdrHFpZk/cnN0LPZsU3FRMz3k+Em1wsL/GmXCVxZl43RZiLE/mPaa5krCUiPHNK03xze4rSl8UAOUkWmFwVDx7PKF7fbzexrf8O2pgjVzkuJxi2DztjL6NMGP7ZYOesyJycHDA2rVrsXbtWsW2iRMnKn4eNGgQBg0apHRM8aB24sSJmDVrllLNwdDQUFy+fLnE44jI/GkapVvaIf+5+XLFakmF1kYXjCZpWcsFPw9uDaBgGXRdiUQiRV2LIcH+6FivOn6Lvo3RnQKU2jXxccLF+2l4tZXy9H1LyfPE3IqhrUtVY4rK38aNGxEeHo5ly5ahXbt2WLBgAcLCwnD16lV4eKjWNTl69CgGDRqEOXPmoE+fPtiwYQP69++PM2fOmE3927ISi6BYTW33pUTsvvR8Jfcpmy/gj5N38d3AZnitdU3M3PH8M7n4irhf7bisVFtXH2lFXqv7rzzE0gM38P1rzeBXzV6pXXJGLqrZW+lVyP/e02w8SMlGKz/lRT6uP8zA9YcZWo9v7O2ET8MCIRYDgV5V7yayIWK8adOm4cMPP4STk5MizmOMR1R5FC3H0bKWC07efgqfZ4N03nmhNr7eFYsX6roj6rr5FOM3lDFrT+PIp51N2gcm0Yzkf21r4Y02vipBSNE765l5BaMDWvu5wtHGQpFV/qBbPeN1FECvpl7YdSER9lYSRZ9KY4C/HJdjdP9SE1DdHvefZmusNdLExwldAj0USbRlb7cqdd+IiCozqxKK9hclCEKpV7krrEdWdFEcZ1tLuNhZIiVL92Raodru9viib2OV7etHtsep20/QqX51pe12Vhb47tVmgACVL/5kPubNm4dRo0YpVl1ftmwZdu7ciZUrV2Ly5Mkq7RcuXIiePXsqkgazZs1CREQEFi9ejGXLlun8uHl5eeVSMF2Q6f//dnEyAMeuq68J+PuxmwCAL/85h0v3HmP10duKfc5WBc+rsA/XE1M0PsZHG05hxsuN8Nepuwht5KWYAVF4rDxfqvj7DFtxFAAwcuUx7BzfUek5tvryXwDA3vDOSq8zqVSK2Mf5EGSqSZgX5uwp6elrVd1WgrruBavNl/Ya5uXlQRAEyOVyyOVVr05i4XMv/C+ZH14j81J4LfLy8iAWiyGVSiGVShXvJeZs3qtNsDb6Nv7Xthby8vLwZhtv+LtaoW3tamj25X+m7p7BpWfJkZeXVy7XR9fPHCbRjEjdF5WiWeSsvHzFtlXD2uBVHWpRqFPW0VpL3iyYXy0IwCebzmHz2fulOo+bnqPv937cGSIRUHuK+mkbf78Xgowiw1X93e3UtiMiIuMRF/tse6lJDb2mimrjbGuJbg3VF5t9vXXFG6VdleTl5eH06dOYMmWKYptYLEZoaCiio9XHONHR0Sq1msLCwrB161a17XNzc5Gb+7yWWFpaQXL3u+++g7W14acBpkbfMPg51T4OgIUHlLftSDuIY39bI1XDqu9FrY4GVv/0/PcPutQpOO+z/l++bINZSRFK204CmJl6QO1zbPPan3itpQ/srS3gaGOBHGk+fonSr7aZrs4luGLWpZIXNNDGwcEBnTp1wqNHj2BhUTW/7uTk5CA7W3sNPzIdXiPzkZ+fj9TUVGzfvh0ZGRmQy+W4ceMGzp49qzRrx5ytKlYp4RCA/pAiI1eGXKkMOy4kqj2uokkDMBvHyuX6FI0nSlI1P1XMVNGVztzsdS8SW9ywDrXxKCMXS/aXLtArTPaJRMC8N1qggZcj5vyrvmBscWM618GygwWPW3zRt8gJneFobYG2syMBFCzH62RrgcsP0rDzw46KhOIvQ1pjzLrT+GdsB/RZ9HzlIGsLCYQi8bCFnqvKERGRstKOQiuqeBKtEWt40jPJycmQyWTw9FROgnp6euLKFfVxRWJiotr2iYnqg/85c+bgyy+/VNl+48YNWFqWR10Y032Z+veS+tFruoiLi8PjHBEKy/Q/SM3B5atxuJn+fBsARJy9Dk2l/DedKbip2s1bjutpIo3tyioz9Qni4nSrPaeJm5sbpFIpcnNzkZ9f/ivXmaucHPX19ch88BqZB5lMBqlUijt37uDJkyeK7TduGOfGSXm7UY7v2cYm4Pl1MfT1kUp1G23OJJoZ+KBrXey5lKRU7yWgugPGdqlT6sKAxae2jHyhNn7VUsz19dY18UrLmirbJXokqwYH+ymSaEXNHtBUUSy6S4Pq2H/1Ed7vUgf9WviotO3eyBM3ZvdSGpr5cWhBoWjrIlOU0nKqblBERGQIufkyWFsU1E+Tyko3naT4Z8TrrWtiz6VEBPm6lLV7RFpNmTJFaeRaWloafH19sXjxYjg5GT6h22hGhMHPaQw1gnwQffY+nItUCMnxdsKTB2koup5tIgBt69s6B3og5cpDre1Ka+qbLfBisenb+srNzUVCQgJ8fHxgY2NjoJ5VHIIgIC0tDU5OTga5WUKGx2tkXnJyciCVSvHVV1/B2toaUqkUe/fuRWhoaDndkDGuqOvJGL3urNp9YzsHICL2Ia4VqVk5PMQfq4qUEzA3yz57sVyuT1paGjZv3qy1HZNoZmBCjwaY0KOByvaJYYGlPucrQT749K/zit/Hh9bTmkT77tXmarf3blYDX+2M1elxq9lbYccHLyA/Px93YqKwZ3wHnIxPxWutnyfnlg9pjTuPs1DXQ/0KbIWKfqAUjmwouk3T6lVERARsHN0eUzZfwJf9GkMEEd5ecVylzZqjt9G2djX0X3IEgV6OpXqcHKly7UxrCwnWvtOuVOeiysXd3R0SiQRJScojqJKSkuDl5aX2GC8vL73aW1tbq522aW9vD3t7w9fKE0meB+s7P3wBcUkZCP8zBnLzLpmDLecfKvUdAC4lZats08W+uKelOk6diWENsOF4PO6nPJ/SVrdGtTJfO4lEArFYDIlEAolE/UIrlZlcLodYLFb8I/PDa2ReCt8z7OzsYGNjA6lUCktLS9jb21eKJFpYc3uIfr+odt+nfZrh0z6A/+SdAApWAJ0xoAU6BtbAl9svI/5JljG7qpPC62Lo6yOT6VYPnq/YSspCIlZauSxfTeFXXdVwtsXf74XAykKsWPWjKB8XW/w2oi3WjGgLG0sJmvg4o/GzpFdtd3u81c5PadU0S4lYawKtuEw1K8oxiUZEpFm7gGrY98mL6FivOoJquahtM3vXFfRfcgQAcCUxHUDByDJ93qOlZfh8ocrNysoKrVq1QmRkpGKbXC5HZGQkgoOD1R4THBys1B4AIiIiNLY3tm9eaar4ubG3M/oH+SColmsJR1BJmtV0xpHJXXH1q54Y3SkAb7arhfqe+sWIRESkXVv/glqT03o3RL8W3gCA8WoWMEzNLiiu362hJw592kXtuTrXr45hIf4aH8tewyrxlQWTaJXYH6PbK36WyuWY3qdRqc/Vys8Vl78MU/tC2vhue3SqXx2dyzj0viR2al6IDWuw7g4RkS7srXUfeC6TC9gb3hmRE3RbPrxaGWp4UuUXHh6OX375BWvWrEFsbCzee+89ZGZmKlbrHDJkiNLCA+PHj8fu3bsxd+5cXLlyBTNmzMCpU6cwbtw4Uz0FJfXUJHh+equlSh1YUk8kAq5//ZLi98Jp5NYWEkzt1RCzBzTl1DYionLwx+j2OPN5d4zsGIAfXmuObeM6KCXRbC0Lvm8XHzRzbEo3uDsoj/heM6ItZrysuqJ6oaNTuhmw5+aHSbRKLNDreZJJKhMw4oXaiJnevdTns5CIIRGL8OuQ1krbs/J0G/ZYGgv/1wLDQvwRWmRltmNTumHDyHZoH1C2lZuIiKqK0iz/XbQGZUnupZjfMH8yH2+88QZ++OEHTJ8+HS1atEBMTAx2796tWDwgPj4eCQkJivYhISHYsGEDli9fjubNm+Ovv/7C1q1b0aRJE1M9BSUta7ni3c4B+Kr/8/54Otlg0aCWWo/tWM+9VI/5vzaVZxXaPR91gkWR2Ql5+RzJSkRkDGKxSLF4oaVEjGY1XRQL+wHA1rEd0LtZDfw6VPm7vpezDU5NC1V7zlPTQvHtwKa4Mqun0nYnm/KrGja6U0C5nVtXrIlWiVkoTecsuNPnZKN+zrCVRPd8amgjTxyd3BVfbLuER+m5qFu9/Ibd92vho7L4gJezDbycq16RWCKi0hKJRLCUiPSaemljqdtQ/E71ym8UMlUO48aN0ziS7MCBAyrbXnvtNbz22mvl3KvSEYlEmPJSQ5XtPRp7qmyzt5IgM08GC7EIv49uj9Z+rqg9ZZfejznnlab44+TdUvXX3NTzVK69WNoFTYiIyLAaeDliyZvabwjZWD7PG7g7WOONNrUAAIPb+2HtsTsAlOuY92/hja0xD5SOz5EWvPfXcrNDUloOFr/ZEltj7mNosD8eZ+SirocD/r2YiHkR11QeP0zN562xcSRaJWZZpEhl4ZchsYb5Bt0aeuh1bm8XW/wypDW2vB+i8ZxERMYybNgwiEQiiEQibN26Va9jC49zcXEpl76Ziw2jnk/xD9Xyni8Igs4j0XRNthFVZpYSMT7rpZxcWzOiLc5N74Hrs3uhjb8bRCIRrHR8XRVVmac3MolGRLpgnGc+PBzVD2aZ2a8xNoxsh/MzegAoWHzn3U4BmFlk5PZX/ZughvPz6aIR4Z1w+vPu6N7IE0vebIm2td3wUtMaqOfpiA+71VOUStjxwQv4rFdDbB/3Alr5mX42GpNolZhYLMK815tjZr/G8HR6/j/76SLDMZe93Qqf9KiPb19tVqrHqMyBnTkq/BDQ9G/GjBllOv+lS5fw+uuvo3r16rC2tkb9+vUxffp0ZGUpT9fy9/eHSCTCsWPHlLZ/9NFHePHFFxW/z5gxAy1atCjxMa9fv47hw4ejZs2asLa2Ru3atTFo0CCcOnVK7fN2dnZGhw4dsG/fvjI915IcOHAA/fr1Q40aNWBvb48WLVpg/fr1Oh27evVqNGvWDDY2NvDw8MDYsWMV+2bMmKH2uhVdhWz16tUQiUSQSCRwdXWFRCKBjY1pRl5u2rQJgYGBsLGxQdOmTbFrV8kjKBISEvDmm2+ifv36EIvF+Oijj1TabN68Ga1bt4aLi4vib7t27VqVNj169EC1atUgEokQExOjU3979uyJhIQEvPTS83o7xYMtqVSKQYMGwcfHBxcvXlT0e8GCBTo9RkXWxt8N03o3xC9DWuO9F+uW2FYmF2BtoT455lisvlpzXxdDdZGoQit6dx4oKIPhbKc8A2DL+yFqj+1Uvzpc7Syx44MX1O7fNCYYIXWqlal/1hZidCrH+rVFFf1bVHcsqKXTvZHq6IGyLHxV2VTEGK+wbxKJBL6+vhg9ejSePHmidFxiYiI++OADBAQEwNraGr6+vujbt6/SAiKFj1kYE7Vs2RKbNm0q0/Mtyblz5zBo0CD4+vrC1tYWDRs2xMKFC3U+Pjc3Fy1atFAbowiCgB9++AH169eHtbU1fHx88PXXXyu1Wb9+PYKCguDt7Q0fHx+MGDECjx8/NsRT08v58+fRsWNH2NjYwNfXF999953WY+Lj49G7d2/Y2dnBw8MDEydORH7+8wXgoqKi0KFDB1SrVg22trYIDAzE/PnzNZ7vm2++gUgkUhszFsc4zzy00BD3iUQihNR1V8x8a+ztjCm9GsLJxhL1ni1Y1aORJ0a8UBsAEBxQDdYWEjiUULc35oseOD61G5r4OGNUpwA0rels2CdTSpzOWcm90rKmyrZqDta4/U1v5OXLn90RVb9sPJmfonVjNm7ciOnTp+Pq1auKbQ4OpZ9ae+zYMYSGhiI0NBQ7d+6Ep6cnTpw4gQkTJiAyMhL79++HldXzAuI2NjaYNGkSDh48WOrHPHXqFLp164YmTZrg559/RmBgINLT0/HPP/9gwoQJSudetWoVevbsieTkZHz22Wfo06cPLl68iIAAw8+LP3r0KJo1a4ZJkybB09MTO3bswJAhQ+Ds7Iw+ffpoPG7evHmYO3cuvv/+e7Rr1w6ZmZm4ffu2Yv8nn3yCMWPGKB3TrVs3tGnTRmmbk5MTYmNjkZ6eDkdHR0gk+o30mTFjBm7fvo3Vq1frdVxRR48exaBBgzBnzhz06dMHGzZsQP/+/XHmzBmNtYlyc3NRvXp1TJs2TWPA5Obmhs8++wyBgYGwsrLCjh07MHz4cHh4eCAsLAwAkJmZiRdeeAGvv/46Ro0apXOfra2t4eWl+f0sKysLAwcORFxcHKKiolC7dsGHuJeXF5ydzeNDubyN7Pj89dLG3xUnbz9V2y5frnkkWvs61SAIwN7YJLSr7aYxmCKqaqyLjMp8t1MAmqsJ9mu62Kk9dspLgQj0coRIJMK7nQPw88GbSvvb+Lvhh9eaI+Sb0t9AmvxSICwlYhy69kjtfolYBBEKXv/BAdXQ3NcFyw7e0OsxbC0l6FTfHb2a1kArP1ccuPoIr7aqiYzcfLVflJr4VI33Xl1UxBivcePG2Lt3L2QyGWJjYzFixAikpqZi48aNAIDbt2+jQ4cOcHFxwffff4+mTZtCKpXiv//+w9ixY3HlyhXFuWbOnIlRo0YhLS0Nc+fOxRtvvAEfHx+EhKhPPJfF6dOn4eHhgXXr1sHX1xdHjx7F6NGjIZFIdFrE5NNPP4W3tzfOnTunsm/8+PHYs2cPfvjhBzRt2hRPnjxRSiweOXIEQ4YMwbx58/Diiy8iNTUV77//PkaNGoXNmzfr1P8DBw5g2LBhSjGmvtLS0tCjRw+EhoZi2bJluHDhAkaMGAEXFxeMHj1a7TEymQy9e/eGl5cXjh49ioSEBAwZMgSWlpaYPXs2AMDe3h7jxo1Ds2bNYG9vj6ioKLz77ruwt7dXOe/Jkyfx888/o1kz3QZzMM4zrQ2j2uGv0/fwRR/NCwposmt8R2TlyeBsa4m329VCUx9nBHo5aj3OycZSYzkqU2ISrQorzZQCMq2iHxzOzs4QiUSKbTdu3MC7776LY8eOITMzEw0bNsScOXMQGqq+EGRRgiDgnXfeQcOGDbF582aIn00F9vPzQ/369REUFIT58+dj0qRJimNGjx6NZcuWYdeuXejVq5fez0UQBAwbNgz16tXD4cOHFY8JAC1atMD48eOV2ru4uMDLywteXl5YunQpfHx8EBERgXfffVfvx9Zm6tSpSr8XBkSbN2/WmER7+vQppk2bhu3bt6Nbt+cr0hQNDBwcHJSC4HPnzuHy5ctYtmyZ0rkKr6udnR2cnJyU/jbGsnDhQvTs2RMTJ04EAMyaNQsRERFYvHixSn8L+fv7K+7krly5Um2bonexgYK/7Zo1axAVFaVIog0ePBgAyhQcFpeSkoLevXsjIyMDUVFRJQZhVYW3iy0A9Um0PJlcaZrm3vBOCJ13CADg4WiNL19ujLtPs1Hb3V7t8URVkW2R18yUXqp10wDA+dlosz6LopS2FybQAGByz0AcupaM2IQ0pTbqpk63re2GE7eef0GXiEUY2NIHp+88xY1HmUptX2lZEzaWYvwTcx9BtVyx/JByou70tFDI5AI2HI/Ha619sf/qQ5XH61C3Go5c1zxiJidfhp8HPy9K/XZ7P7V9Pzq5KxJSc9DImyutF6qIMZ6FhYWijz4+PnjttdewatUqxf73338fIpEIJ06cUBp137hxY4wYMULpXI6Ojoo4b8mSJVi3bh22b99eLkm04o8dEBCA6OhobN68WWsS7d9//8WePXvw999/499//1XaFxsbi6VLl+LixYto0KABACgSOYWio6Ph7++PDz74AGlpaXBycsK7776Lb7/91gDPTHfr169HXl4eVq5cCSsrKzRu3BgxMTGYN2+exiTanj17cPnyZezduxeenp5o0aIFZs2ahUmTJmHGjBmwsrJCUFAQgoKCFMf4+/tj8+bNOHz4sNJ5MzIy8NZbb+GXX37BV199Vebnwziv/IXUcUdIndItkGMpEcPZtuC9RyQSVfgbsMyiEBUSBCAz0zT/SrFyXnEZGRno1asXIiMjcfbsWfTs2RN9+/ZFfHy81mNjYmJw+fJlhIeHqyRsmjdvjtDQUPz+++9K22vXro0xY8ZgypQpkMv1r2kSExODS5cuYcKECWqTRCXVLbC1LZhLn5eXp3Z/fHy8ImGl6V/hHTNdpaamws1N8xz8iIgIyOVy3L9/Hw0bNkTNmjXx+uuv4+5dzcWgf/31V9SvXx8dO3ZU2p6RkYHatWujcePG6N+/Py5duqRXXw0hOjpaJTgPCwtDdHS0wR5DEARERkbi6tWr6NSpk8HOW1xiYiI6d+4MADh48CADq2dKWlBGml/wml4+uBVm9muMuh6O8KtWMILm1VY1YSERM4FGVEyXQA84WltoXYWz+Oir7eNeUCqPIRKJ0LKWi8px6kaHWkpE8HQqmC7Z3NcFhz7tgu9eba60qvnYLnWw+6OOcLa1hLWFBJvGhGBqsSTfG6194WJnhWoO1vigWz14OdugsZoE14QeDRQ/+9ipxi66hjPeLrZo5eeqW2NDMVWcV0VivNu3b+O///5TjGh78uQJdu/ejbFjxyol0AqVFOdZWFjA0tJSY5wHQGucV3zkvzba4jwASEpKwqhRo7B27VrY2amOKt2+fTsCAgKwY8cO1K5dG/7+/hg5cqTSSLTg4GDcvXsXu3btgiAISEpKwl9//VWqG9JlER0djU6dOimNQAwLC8PVq1fx9Kn6G2zR0dFo2rSpYnXlwmPS0tI0xqpnz57F0aNHFXFYobFjx6J37946JYK1YZxHxsaRaESFsrKAMgyVL5OMDEBNgKGP5s2bo3nz5orfZ82ahS1btmDbtm1a76pdu1aw8knDhurvnDds2BBRUVEq26dNm4ZVq1Zh/fr1itFDuoqLiwMABAYG6nVcVlYWpk2bBolEovKBXMjb21trHS1tgVJRf/75p2LIuSY3b96EXC7H7NmzsXDhQjg7O2PatGno3r07zp8/rxSkAEBOTg7Wr1+PyZMnK21v0KABVq5ciSZNmiAhIQFLly5FSEgILl26hJo1Vadnl5fExESlIAkAPD09kZiYWOZzp6amwsfHB7m5uZBIJPjpp5/QvXv3Mp9Xk/HjxyMgIAARERFqg96qSlLCojAp2VJUc7BGj8bPA9Hd4zshKS0H/kyeEanlYG2BM9O7w0LPBZfU1XiZ/FIgUrKl6F9khXJ1SbTUbCm2j3sB0Tcf46UmNRSzDN5u74c10bfxcnNvTAzT/jlbz1M1/mni7YyJYQ3wY2Qccp8l1qs7WCv2D6knw5xzFeirhKnivEoc4124cAEODg6QyWTIyckBUFDaAiioeSsIgt5xXl5eHubOnYvU1FR07dpVYzttcZ6Tk+6jHI8ePYqNGzdi586dGtsUzqAYM2YMWrdurXa0/M2bN3Hnzh1s2rQJv/32G2QyGT7++GO8+uqrilq+HTp0wPr16zFo0CDk5OQgPz8fffv2xZIlS3TuryEkJiaqjJIrjPsSExPh6qqa5NYUGxbuK6pmzZp49OgR8vPzMWPGDIwcOVKx748//sCZM2dw8uRJgzwXxnlkbBXok4+ISpKRkYEZM2Zg586dSEhIQH5+PrKzs3W6S1lI0PNuafXq1fHJJ59g+vTpeOONN/Q6Vt/HGjRoECQSCbKzs1G9enWsWLFCYw0FCwsL1K1bcuF0Xe3fvx/Dhw/HL7/8gsaNNdcAkMvlkEql+PHHH9GjR8GqNL///ju8vLywf/9+xVTFQlu2bEF6ejqGDh2qtD04OBjBwcGQy+UICAhAaGgoGjdujJ9//hmzZs1S+9iHDx9WKrKal5cHQRDw119/Kbb9/PPPeOuttzB79mylUXiXL19GrVq1dP+DGICjoyNiYmKQkZGByMhIhIeHIyAgQGWqp6H06dMHW7duxc8//4yPP/64XB6jIpKX8Bqs6Wqrss3WSsIEGpEWliWM8CyqU/3qOHTtEdrVVn9Dx9HGEkvebKm0zULNuXs08oKHkw36FUm2AYCvmx3OfdFD4wIhxalbKEosFmFsl7q4+yQLf5wsGFXtUmShBEmRQ3o29sLuS4kqC4+QYZhrjNegQQNs27YNOTk5WLduHWJiYvDBBx+U6vEmTZqEadOmIScnBw4ODvjmm2/Qu3dvje0NFeddvHgR/fr1wxdffKGI39RZtGgR0tPTMWXKFI1t5HI5cnNz8dtvv6F+/foAgBUrVqBVq1a4evUqGjRogMuXL2P8+PH4/PPPERISgvT0dEyaNAljxozBihUrNJ67aDkQmUyG3NxcpW1vv/02li1bphITFsZ/xnb48GFkZGTg2LFjmDx5MurWrYtBgwbh7t27GD9+PCIiIgy2cBbjPDI2ftIRFbKzK7hbaKrHLqNPPvkEERER+OGHH1C3bl3Y2tri1VdfLXEofKHCD/rY2FilOgaFYmNjFW2KCw8Px08//YSffvpJr/4Wnu/KlStqH7O4+fPnIzQ0FM7OzqheveTVxeLj49GoUaMS20ydOlWl9llxBw8eRN++fTF//nwMGTKkxLY1atQAAKXHrV69Otzd3dUGub/++iv69OmjckevOEtLSwQFBeH69esa27Ru3VrpjuyPP/6I+/fvK9XXKHycMWPG4PXXX1ds9/b2VntOLy8vJCUlKW1LSkoyyBB5sVisCH5btGiB2NhYzJkzp9ySaIMHD8bLL7+MESNGQBAEhIeHl8vjVBZrRrTV+Ys3EZXOov8FYWvMffRpVqNUx3/zSlO42luhSwMPjW30eR2XNHZudKcA/HHyLl5p6QN7q+dfHXJkwBd9ApElFfDOC7Wx+uhttStwmg1TxXmVOMazsrJSfJ4XJr2+/PJLzJo1C/Xq1YNIJFJaPKAkEydOxLBhw+Dg4ABPT0+1id2itC20UJhUKsnly5fRrVs3jB49GtOmTSux7b59+xAdHQ1ra2ul7a1bt8Zbb72FNWvWoEaNGrCwsFD6exaOAIyPj0eDBg0wZ84cdOjQAZ988omiJpqjoyM6duyIr776ShFPFlc0zjt+/DgmTZqEAwcOKLYVjrwrHhNqijM1xXmF+zQdc+LECZ2OKRzl1rRpUyQlJWHGjBkYNGgQTp8+jYcPH6Jly+c3CWQyGQ4dOoTFixcrZinog3EeGRuTaESFRKIyD7c3pSNHjmDYsGEYMGAAgIK7lroWZm/RooViCer//e9/SjUzzp07h71792LOnDlqj3VwcMDnn3+OGTNm4OWXX9a5vy1atECjRo0UKzAVr9ORkpKiVC/Dy8tL57uOhpjOeeDAAfTp0wfffvutxgKrRXXo0AEAcPXqVcW0yydPniA5ORl+fn5KbW/duoX9+/dj27ZtWs8rk8lw4cKFEmtl2NraKv1t3NzckJaWpvbv5ebmptNU1uDgYERGRiotOR4REYHg4GCtx+qr8M5teRo6dCjEYjGGDx8OuVyOTz75pFwfryJo7eeGP0/dU/x++NMuuJmcic71S05SE1HZOdtZYmiIf6mPb+TthGY1XQzWn5LyFQHVHXBlVk9YW4gVBaGT03NQwy4DL7erBUvLgtFpYzrXMVh/ykUFjvMqSow3bdo0dO3aFe+99x68vb0RFhaGJUuW4MMPP1Spi1Y8znN3d9drdFlZp3NeunQJXbt2xdChQ/H1119rfbwff/xRqQD+gwcPEBYWho0bN6Jdu3YACmLB/Px83LhxA3XqFLweCqfTFsaCWVlZsLBQ/gpemDQqafRe0b/NvXv3NM66KB4TahIcHIzPPvsMUqlU8RqOiIhAgwYN1E7lLDzm66+/xsOHD+Hh4aE4xsnJqcSb10XjvG7duuHChQtK+4cPH47AwEBMmjRJ7wRaIcZ5ZExMohFVEvXq1cPmzZvRt29fiEQifP755zoXgxWJRFixYgW6d++OgQMHYsqUKfDy8sLx48cxYcIEBAcHKyVTihs9ejTmz5+PDRs2KAKJQtnZ2SqBjqOjI+rUqYNVq1YhNDQUHTt2xGeffYbAwEBkZGRg+/bt2LNnj9al1TUp63TO/fv3o0+fPhg/fjwGDhyoqPNgZWWlSEBt2bIFU6ZMUdxhrV+/Pvr164fx48dj+fLlcHJywpQpUxAYGIguXboonX/lypWoUaOG0nD7QjNnzkT79u0REBCA+/fvY+nSpbhz545SLQljGD9+PDp37oy5c+eid+/e+OOPP3Dq1CksX75c0WbKlCm4f/8+fvvtN8W2wmudkZGBR48eISYmBlZWVorgas6cOWjdujXq1KmD3Nxc7Nq1C2vXrsXSpUsV53jy5Ani4+Px4MEDAAWJSQCKVbtKa/DgwRCLxRg6dCgEQVCsPFpVhTX2wqd/nwcAHJrYBb5udvB1Yy0RInO2fmQ7xD/JMkgCzUoiRp6sIE7o3bTkEXFFV9fc8n4IcnLzsOe/3WXuA+nGXGO84oKDg9GsWTPMnj0bixcvxpIlS9ChQwe0bdsWM2fORLNmzZCfn4+IiAgsXboUsbGx+vwZlJQlzrt48SK6du2KsLAwhIeHK+I8iUSimO1w4sQJDBkyBJGRkfDx8VEpfVE4Eq5OnTqKm6ehoaFo2bIlRowYgQULFkAul2Ps2LHo3r27YnRa3759MWrUKCxduhQdOnRAeno6wsPD0bZtW42zA8rDm2++iS+//BLvvPMOJk2ahIsXL2LhwoWYP3++ok3xWLdHjx5o1KgRBg8ejO+++w6JiYmYNm0axo4dqxiht2TJEtSqVUtRC+/QoUP44Ycf8OGHHwIo+A7QpEkTpb7Y29ujWrVqKtv1xTiPjIVJNKJKYt68eRgxYgRCQkLg7u6OSZMmIS0tTefjQ0JCcOzYMXz55Zd46aWXkJ6ejlq1amHo0KGYMmWKyvD1oiwtLTFr1iy8+eabKvuuXbumMn2gW7du2Lt3L9q2bYtTp07h66+/xqhRo5CcnIwaNWogJCQECxYs0LnvhrZmzRpkZWVhzpw5SndnO3furBg6n5qaqkjuFPrtt9/w8ccfo3fv3hCLxejcuTN2796tuMMHFNyNW716NYYNG6b2btvTp08xatQoJCYmwsXFBa1atcLRo0e1Tk81tJCQEGzYsAHTpk3D1KlTUa9ePWzdulUpwElISFCZqlr0Wp8+fRobNmyAn5+f4o55ZmYm3n//fdy7dw+2trYIDAzEunXrlOqtbNu2DcOHD1f8/r///Q8A8MUXX2DGjBllel5vvfUWxGIxBg8eDLlcjkmTJpXpfBWZs50ljkzuCnsrCVzsrLQfQEQm16GuOzoY6FynPg9FapYU1RysYGel+1cCkUiktj4blR9zjfHU+fjjjzFs2DBMmjQJAQEBOHPmDL7++mtMmDABCQkJqF69Olq1aqV088zY/vrrLzx69Ajr1q3DunXrFNuLxitZWVm4evUqpFKpzucVi8XYvn07PvjgA3Tq1An29vZ46aWXMHfuXEWbYcOGIT09HT/99BMmTpwIFxcXdO3aVakEhzE4Oztjz549GDt2LFq1agV3d3dMnz5dafZF8VhXIpFgx44deO+99xAcHAx7e3sMHToUM2fOVLSRy+WYMmUKbt26BQsLC9SpUwfffvst3n33XaM8L8Z5ZAwiQd+qjxVcWloanJ2dkZqaqteqLaQfqVSKXbt2oVevXkoJBHORk5ODW7duoXbt2gYralmRyOVyRR2G4tMoyTzwGuln2LBhSElJwdatW0t1/OrVq/HRRx8hJSVF7f7i7xnm/h5X1ZXX9WEMYf54jYzD3N8DGecxhjB3vEb6YZxHRZk6zuNINCIiqhR27NgBBwcH/PHHH+jTp4/Oxzk4OCA/P79KftEiIiIiqggY55G5YBKNqAoovtx1cRmmWpWUyEC+++47xcpamla20qSwjltpi9kSERGZCmM8qgoY55E5YRKNqAoovty1XC5HRkYGHBwcOIScKgUPDw/FSlH6KktxYiIiIlMqHuMBynEeUWXAOI/MCZNoRFVA8eWuWYeBiIiIqOIrHuMBynEeEREZFr89ExERERERERERacEkGlVpVWxxWiIqJb5XEBFVPHzvJiJd8L2C9MEkGlVJhUvhZmVlmbgnRFQRFL5XcJlzIiLzxziPiPTBOI/0wZpoVCVJJBK4uLjg4cOHAAA7OzuIRCIT98p45HI58vLykJOTw5poZorXyDwIgoCsrCw8fPgQLi4uXNmJiKgCYJzHGMLc8RqZB8Z5VBpMolGV5eXlBQCKAKsqEQQB2dnZsLW1rVJBZUXCa2ReXFxcFO8ZRERk/hjnMYYwZ7xG5oVxHumDSTSqskQiEWrUqAEPDw9IpVJTd8eopFIpDh06hE6dOnHYspniNTIflpaWvDNJRFTBMM5jDGHOeI3MB+M80heTaFTlSSSSKvfGKZFIkJ+fDxsbG35wmyleIyIiorJjnMcYwhzxGhFVXJyATUREREREREREpAWTaERERERERERERFowiUZERERERERERKRFlauJJggCACAtLc3EPancpFIpsrKykJaWxnn+ZojXx/zxGpk3Xh/zVl7XpzB2KIwlyPwwzjMOvgeaN14f88drZN54fcybqeO8KpdES09PBwD4+vqauCdERERUEaWnp8PZ2dnU3SA1GOcRERFRWWiL80RCFbudKpfL8eDBAzg6OkIkEpm6O5VWWloafH19cffuXTg5OZm6O1QMr4/54zUyb7w+5q28ro8gCEhPT4e3tzfEYlbEMEeM84yD74HmjdfH/PEamTdeH/Nm6jivyo1EE4vFqFmzpqm7UWU4OTnxjceM8fqYP14j88brY97K4/pwBJp5Y5xnXHwPNG+8PuaP18i88fqYN1PFebyNSkREREREREREpAWTaERERERERERERFowiUblwtraGl988QWsra1N3RVSg9fH/PEamTdeH/PG60NUvvgaM2+8PuaP18i88fqYN1Nfnyq3sAAREREREREREZG+OBKNiIiIiIiIiIhICybRiIiIiIiIiIiItGASjYiIiIiIiIiISAsm0YiIiIiIiIiIiLRgEo1UHDp0CH379oW3tzdEIhG2bt2qtH/GjBkIDAyEvb09XF1dERoaiuPHjyu1OXPmDLp37w4XFxdUq1YNo0ePRkZGhsbHlEqlmDRpEpo2bQp7e3t4e3tjyJAhePDgQXk8xQrNFNenuDFjxkAkEmHBggUGeEaViymvT2xsLF5++WU4OzvD3t4ebdq0QXx8vCGfXqVgqmuUkZGBcePGoWbNmrC1tUWjRo2wbNkyQz+9Ck/b9SlK03vRkydP8NZbb8HJyQkuLi545513tF6fnJwcjB07FtWqVYODgwMGDhyIpKQkAzwjIvPCOM+8Mc4zb4zzzB/jPPNWGeI8JtFIRWZmJpo3b44lS5ao3V+/fn0sXrwYFy5cQFRUFPz9/dGjRw88evQIAPDgwQOEhoaibt26OH78OHbv3o1Lly5h2LBhGh8zKysLZ86cweeff44zZ85g8+bNuHr1Kl5++eXyeIoVmimuT1FbtmzBsWPH4O3tbainVKmY6vrcuHEDL7zwAgIDA3HgwAGcP38en3/+OWxsbAz9FCs8U12j8PBw7N69G+vWrUNsbCw++ugjjBs3Dtu2bTP0U6zQtF2fQiW9F7311lu4dOkSIiIisGPHDhw6dAijR48u8Xwff/wxtm/fjk2bNuHgwYN48OABXnnllTI9FyJzxDjPvDHOM2+M88wf4zzzViniPIGoBACELVu2lNgmNTVVACDs3btXEARB+PnnnwUPDw9BJpMp2pw/f14AIMTFxen82CdOnBAACHfu3ClV36sCY1+fe/fuCT4+PsLFixcFPz8/Yf78+WV9CpWaMa/PG2+8Ibz99tsG6XdVYsxr1LhxY2HmzJlK21q2bCl89tlnpX8ClZym61PSe9Hly5cFAMLJkycV2/79919BJBIJ9+/fV/s4KSkpgqWlpbBp0ybFttjYWAGAEB0dbbDnQ2RuGOeZN8Z55o1xnvljnGfeKmqcx5FoVCZ5eXlYvnw5nJ2d0bx5cwBAbm4urKysIBY//9/L1tYWABAVFaXzuVNTUyESieDi4mLQPlclhrw+crkcgwcPxsSJE9G4cePy7XgVYajrI5fLsXPnTtSvXx9hYWHw8PBAu3btShweTbox5GsoJCQE27Ztw/379yEIAvbv349r166hR48e5fskKhlt70XR0dFwcXFB69atFdtCQ0MhFotVpmsUOn36NKRSKUJDQxXbAgMDUatWLURHRxv+SRBVEIzzzBvjPPPGOM/8Mc4zPxUhzmMSjUplx44dcHBwgI2NDebPn4+IiAi4u7sDALp27YrExER8//33yMvLw9OnTzF58mQAQEJCgk7nz8nJwaRJkzBo0CA4OTmV2/OorMrj+nz77bewsLDAhx9+aJTnUJkZ+vo8fPgQGRkZ+Oabb9CzZ0/s2bMHAwYMwCuvvIKDBw8a7XlVJuXxGlq0aBEaNWqEmjVrwsrKCj179sSSJUvQqVMnozynykLbe1FiYiI8PDyUtllYWMDNzQ2JiYkaj7GyslL5Mu/p6anxGKLKjHGeeWOcZ94Y55k/xnnmqyLEeUyiUal06dIFMTExOHr0KHr27InXX38dDx8+BAA0btwYa9aswdy5c2FnZwcvLy/Url0bnp6eShl9TaRSKV5//XUIgoClS5eW91OplAx9fU6fPo2FCxdi9erVEIlExnwqlZKhr49cLgcA9OvXDx9//DFatGiByZMno0+fPixoWkrl8R63aNEiHDt2DNu2bcPp06cxd+5cjB07Fnv37jXW06rw+F5EZByM88wb4zzzxjjP/DHOM08V5r1I7wmgVKVAh3nkgiAIdevWFWbPnq2yPTExUUhPTxcyMjIEsVgs/PnnnyWeJy8vT+jfv7/QrFkzITk5ubTdrjKMdX3mz58viEQiQSKRKP4BEMRiseDn51fGZ1F5Gev65ObmChYWFsKsWbOUtn/66adCSEhIqfpeVRjrGmVlZQmWlpbCjh07lLa/8847QlhYWKn6XhUUvz66vBetWLFCcHFxUTqPVCoVJBKJsHnzZrWPExkZKQAQnj59qrS9Vq1awrx58wz5lIjMCuM888Y4z7wxzjN/jPPMW0WN8yyMn7ajykgulyM3N1dlu6enJwBg5cqVsLGxQffu3TWeo/DOZFxcHPbv349q1aqVW3+rmrJen8GDByvNIQeAsLAwDB48GMOHDzd8h6uYsl4fKysrtGnTBlevXlXafu3aNfj5+Rm+w1VQWa+RVCqFVCpVuYMpkUgUd5hJO13ei4KDg5GSkoLTp0+jVatWAIB9+/ZBLpejXbt2as/bqlUrWFpaIjIyEgMHDgQAXL16FfHx8QgODi7HZ0RUMTDOM2+M88wb4zzzxzjPPFSYOE/vtBtVeunp6cLZs2eFs2fPCgCEefPmCWfPnhXu3LkjZGRkCFOmTBGio6OF27dvC6dOnRKGDx8uWFtbCxcvXlScY9GiRcLp06eFq1evCosXLxZsbW2FhQsXKj1OgwYNFNnivLw84eWXXxZq1qwpxMTECAkJCYp/ubm5Rn3+5s4U10cdrtqknqmuz+bNmwVLS0th+fLlQlxcnLBo0SJBIpEIhw8fNtpzryhMdY06d+4sNG7cWNi/f79w8+ZNYdWqVYKNjY3w008/Ge25VwQlXR911L0X9ezZUwgKChKOHz8uREVFCfXq1RMGDRqk2H/v3j2hQYMGwvHjxxXbxowZI9SqVUvYt2+fcOrUKSE4OFgIDg4ul+dIZEqM88wb4zzzxjjP/DHOM2+VIc5jEo1U7N+/XwCg8m/o0KFCdna2MGDAAMHb21uwsrISatSoIbz88svCiRMnlM4xePBgwc3NTbCyshKaNWsm/PbbbyqPA0BYtWqVIAiCcOvWLbWPCUDYv3+/EZ51xWGK66MOgyv1THl9VqxYIdStW1ewsbERmjdvLmzdurU8n2qFZaprlJCQIAwbNkzw9vYWbGxshAYNGghz584V5HJ5eT/lCqWk66OOuveix48fC4MGDRIcHBwEJycnYfjw4UJ6erpif+FnTtHPl+zsbOH9998XXF1dBTs7O2HAgAFCQkJCOTxDItNinGfeGOeZN8Z55o9xnnmrDHGeSBAEQd/Ra0RERERERERERFUJV+ckIiIiIiIiIiLSgkk0IiIiIiIiIiIiLZhEIyIiIiIiIiIi0oJJNCIiIiIiIiIiIi2YRCMiIiIiIiIiItKCSTQiIiIiIiIiIiItmEQjIiIiIiIiIiLSgkk0IqqyHj9+DA8PD9y+fVtjmwMHDkAkEiElJcVgj5uXlwd/f3+cOnXKYOckIiIiImWM9YjI0JhEIyKzNWzYMIhEIohEIlhaWqJ27dr49NNPkZOTo9L23r17sLKyQpMmTXQ+/9dff41+/frB39/fgL3WzsrKCp988gkmTZpk1MclIiIiMieM9YioomESjYjMWs+ePZGQkICbN29i/vz5+Pnnn/HFF1+otFu9ejVef/11pKWl4fjx41rPm5WVhRUrVuCdd94pj25r9dZbbyEqKgqXLl0yyeMTERERmQPGekRUkTCJRkRmzdraGl5eXvD19UX//v0RGhqKiIgIpTaCIGDVqlUYPHgw3nzzTaxYsULreXft2gVra2u0b99eZXv9+vVha2uLLl26qB3+HxUVhY4dO8LW1ha+vr748MMPkZmZqdifkJCA3r17w9bWFrVr18aGDRvg7++PBQsWKNq4urqiQ4cO+OOPP/T7gxARERFVIoz1iKgiYRKNiCqMixcv4ujRo7CyslLavn//fmRlZSE0NBRvv/02/vjjD6VAR53Dhw+jVatWStvu3r2LV155BX379kVMTAxGjhyJyZMnK7W5ceMGevbsiYEDB+L8+fPYuHEjoqKiMG7cOEWbIUOGsk1thAAABLRJREFU4MGDBzhw4AD+/vtvLF++HA8fPlTpQ9u2bXH48GF9/wxERERElRJjPSIydxam7gARUUl27NgBBwcH5OfnIzc3F2KxGIsXL1Zqs2LFCvzvf/+DRCJBkyZNEBAQgE2bNmHYsGEaz3vnzh14e3srbVu6dCnq1KmDuXPnAgAaNGiACxcu4Ntvv1W0mTNnDt566y189NFHAIB69erhxx9/ROfOnbF06VLcvn0be/fuxcmTJ9G6dWsAwK+//op69eqp9MHb2xt37twpzZ+FiIiIqFJgrEdEFQmTaERk1rp06YKlS5ciMzMT8+fPh4WFBQYOHKjYn5KSgs2bNyMqKkqx7e2338aKFStKDKyys7NhY2OjtC02Nhbt2rVT2hYcHKz0+7lz53D+/HmsX79esU0QBMjlcty6dQvXrl2DhYUFWrZsqdhft25duLq6qvTB1tYWWVlZJf8BiIiIiCoxxnpEVJEwiUZEZs3e3h5169YFAKxcuRLNmzdXKhK7YcMG5OTkKAVEhYHOtWvXUL9+fbXndXd3x9OnT/XuT0ZGBt599118+OGHKvtq1aqFa9eu6XyuJ0+eoHr16nr3gYiIiKiyYKxHRBUJa6IRUYUhFosxdepUTJs2DdnZ2QAKhvdPmDABMTExin/nzp1Dx44dsXLlSo3nCgoKwuXLl5W2NWzYECdOnFDaduzYMaXfW7ZsicuXL6Nu3boq/6ysrNCgQQPk5+fj7NmzimOuX7+uNoi7ePEigoKC9P47EBEREVVGjPWIyNwxiUZEFcprr70GiUSCJUuWICYmBmfOnMHIkSPRpEkTpX+DBg3CmjVrkJ+fr/Y8YWFhuHTpklLAM2bMGMTFxWHixIm4evUqNmzYgNWrVysdN2nSJBw9ehTjxo1DTEwM4uLi8M8//yiKzQYGBiI0NBSjR4/GiRMncPbsWYwePRq2trYQiURK5zp8+DB69Ohh2D8QERERUQXGWI+IzBmTaERUoVhYWGDcuHH47rvvsGTJEjRq1AiBgYEq7QYMGICHDx9i165das/TtGlTtGzZEn/++adiW61atfD3339j69ataN68OZYtW4bZs2crHdesWTMcPHgQ165dQ8eOHREUFITp06crFa797bff4OnpiU6dOmHAgAEYNWoUHB0dlepyREdHIzU1Fa+++mpZ/yRERERElQZjPSIyZyJBEARTd4KIyBR27tyJiRMn4uLFixCLy++ewr179+Dr64u9e/eiW7duAIA33ngDzZs3x9SpU8vtcYmIiIiqMsZ6RGRoXFiAiKqs3r17Iy4uDvfv34evr6/Bzrtv3z5kZGSgadOmSEhIwKeffgp/f3906tQJAJCXl4emTZvi448/NthjEhEREZEyxnpEZGgciUZEZGD//fcfJkyYgJs3b8LR0REhISFYsGAB/Pz8TN01IiIiIiojxnpEVReTaERERERERERERFpwYQEiIiIiIiIiIiItmEQjIiIiIiIiIiLSgkk0IiIiIiIiIiIiLZhEIyIiIiIiIiIi0oJJNCIiIiIiIiIiIi2YRCMiIiIiIiIiItKCSTQiIiIiIiIiIiItmEQjIiIiIiIiIiLSgkk0IiIiIiIiIiIiLf4P+hzBf+ff3foAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plotFit(ra, drift1, title, peak_pts1,fit1,drift2, peak_pts2,fit2, lab1,lab2,xp1,yp1,xp2,yp2):\n", " \n", " # plot the data\n", " plt.figure(figsize=[15,5])\n", " plt.suptitle(title)\n", "\n", " ax = plt.subplot(121)\n", " l1,= plt.plot(ra,drift1, label = 'data')\n", " plt.plot(xp1,yp1,'y')\n", " l3,= plt.plot(ra[peak_pts1],fit1,'r', label=lab1)\n", " plt.xlabel('RA (deg)')\n", " plt.ylabel('Ta (K)')\n", " plt.legend()\n", " plt.axhline(y=0, color='k', alpha= 0.5)\n", " plt.grid()\n", " lim = plt.axis('tight')\n", "\n", " ax = plt.subplot(122)\n", " l1,= plt.plot(ra,drift2, label = 'data')\n", " plt.plot(xp2,yp2,'y')\n", " l3,= plt.plot(ra[peak_pts2],fit2, 'r',label = lab2)\n", " plt.xlabel('RA (deg)')\n", " plt.ylabel('Ta (K)')\n", " plt.axhline(y=0, color='k', alpha= 0.5)\n", " plt.legend()\n", " plt.grid()\n", " lim = plt.axis('tight')\n", "\n", "plotFit(ra,onlcp,'ON PEAK FIT',peak_pts_onlcp,fitponl, onrcp, peak_pts_onrcp,fitponr,'Ta_ONLCP = %.3f +- %.3f [K]' %(max(fitponl), onlrms), 'Ta_ONRCP = %.3f +- %.3f [K]' %(max(fitponr), onrrms), xpolcp, ypolcp, xporcp, yporcp)\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 5. Calculate the Point source sensitivity\n", "[back to top](#top)" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "We need a conversion factor for our target source flux. We need to calculate \n", "the PSS of the calibrator source\n" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "For single dish observations, the flux standards defined by Ott et al. (1994) (http://adsabs.harvard.edu/full/1994A&A...284..331O) are still in use (http://adsabs.harvard.edu/abs/1977A%26A....61...99B is an earlier flux scale). At HartRAO we generally observe three flux calibrators: 3C123, Virgo A and Hydra A. Most of the sources, with the exception of 3C286 and 3C295 (both too faint to be of much use to us) have shown variability on the time-scale of a decade. So it is generally a good idea to have multiple calibrators. Three is the minimum number that would enable you to determine which source has undergone intrinsic variation. \n", "\n", "The spectra of the sources are characterised by a frequency dependent expression with three coefficients. \n", "$$\\text{log } S\\text{[Jy]} = a + b * \\text{log }\\nu \\text{[MHz]} + c * \\text{log}^2 \\nu \\text{[MHz]}$$\n", "\n", "Table 5 of Ott et al. (1994) is shown below:\n", "\n", "![Ott table](images/Ott_calibrators.png)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "def S_ott(a, b, c, nu):\n", " #evaluate the Ott flux polynomial\n", " return 10**(a + b * np.log10(nu) + c * np.log10(nu)**2)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Flux density of Hydra A at 2280.000 MHz is 27.08 Jy\n" ] } ], "source": [ "nu = drift.header['CENTFREQ']\n", "HydA = S_ott(4.728, -1.025, 0.0130, nu) #3C218 in Ott table\n", "print('Flux density of Hydra A at %.3f MHz is %.2f Jy'%(nu, HydA))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that this is the total flux of the source. Each polarisation of the reciever only picks up half of this flux.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Calculate the PSS" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def calcpss(Ta, Taerr,flux):\n", " \"\"\"\n", " Calculate PSS\n", " \"\"\"\n", " pss = float(flux)/2.0/Ta #0.0\n", " psserr = np.sqrt((Taerr/Ta)**2)*pss\n", " \n", " return pss, psserr\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Point source sensitivity of LCP channel is 4.255 +- 0.170 Jy/K\n", "Point source sensitivity of RCP channel is 4.293 +- 0.091 Jy/K\n" ] } ], "source": [ "psslcp, errpsslcp = calcpss(max(fitponl), onlrms,HydA)\n", "pssrcp, errpssrcp = calcpss(max(fitponr), onrrms,HydA)\n", "\n", "print('Point source sensitivity of LCP channel is %.3f +- %.3f Jy/K'%(psslcp, errpsslcp))\n", "print('Point source sensitivity of RCP channel is %.3f +- %.3f Jy/K'%(pssrcp, errpssrcp))\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We have successfuly calculated the PSS of the calibrator Hydra A @ 2GHz, we can go \n", "on to estimate the flux density of our variable source." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Link to source [J1427-4206](2GHz_J1427-4206_tutorial.ipynb) notebook " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.5" } }, "nbformat": 4, "nbformat_minor": 1 }