{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "b54ee8ab",
   "metadata": {},
   "source": [
    "# Candidate List Solution\n",
    "\n",
    "[Ogle et al. (2016)](https://ui.adsabs.harvard.edu/abs/2016ApJ...817..109O/abstract) mined the NASA/IPAC Extragalactic Database (NED) to identify a new type of galaxy: Superluminous Spiral Galaxies.\n",
    "\n",
    "Table 1 lists the positions of these Super Spirals. Based on those positions, let's create multiwavelength cutouts for each super spiral to see what is unique about this new class of objects."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "79ad8c9f",
   "metadata": {},
   "source": [
    "## 1. Import the Python modules we'll be using"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a1f0627b",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Suppress unimportant warnings.\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\", module=\"astropy.io.votable.*\")\n",
    "warnings.filterwarnings(\"ignore\", module=\"pyvo.utils.xml.*\")\n",
    "warnings.filterwarnings('ignore', '.*RADECSYS=*', append=True)\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "# For downloading files\n",
    "from astropy.utils.data import download_file\n",
    "\n",
    "from astropy.coordinates import SkyCoord\n",
    "from astropy.io import fits\n",
    "from astropy.nddata import Cutout2D\n",
    "import astropy.visualization as vis\n",
    "from astropy.wcs import WCS\n",
    "from astroquery.ipac.ned import Ned\n",
    "\n",
    "import pyvo as vo"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d3d5bdba",
   "metadata": {},
   "source": [
    "The next cell prepares the notebook to display our visualizations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "cd834344",
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8dee70f5",
   "metadata": {},
   "source": [
    "## 2. Search NED for objects in this paper\n",
    "\n",
    "Insert a Code Cell below by clicking on the \"Insert\" Menu and choosing \"Insert Cell Below\". Then consult QuickReference.md to figure out how to use astroquery to search NED for all objects in a paper, based on the refcode of the paper. Inspect the resulting astropy table."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "29894100",
   "metadata": {
    "tags": [
     "output_scroll"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=62</i>\n",
       "<table id=\"table140424149481648-140739\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>idx</th><th>No.</th><th>Object Name</th><th>RA</th><th>DEC</th><th>Type</th><th>Velocity</th><th>Redshift</th><th>Redshift Flag</th><th>Magnitude and Filter</th><th>Separation</th><th>References</th><th>Notes</th><th>Photometry Points</th><th>Positions</th><th>Redshift Points</th><th>Diameter Points</th><th>Associations</th></tr></thead>\n",
       "<thead><tr><th></th><th></th><th></th><th>degrees</th><th>degrees</th><th></th><th>km / s</th><th></th><th></th><th></th><th>arcmin</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n",
       "<tr><td>0</td><td>1</td><td>WISEA J001550.14-100242.3</td><td>3.95892</td><td>-10.04511</td><td>G</td><td>52766.0</td><td>0.17601</td><td>SLS</td><td>17.5g</td><td>--</td><td>15</td><td>0</td><td>63</td><td>8</td><td>7</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>1</td><td>2</td><td>WISEA J003807.80-010936.7</td><td>9.53252</td><td>-1.16024</td><td>G</td><td>62442.0</td><td>0.208284</td><td>SLS</td><td>18.0g</td><td>--</td><td>16</td><td>0</td><td>72</td><td>12</td><td>9</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>2</td><td>3</td><td>WISEA J040422.92-054134.8</td><td>61.09548</td><td>-5.69303</td><td>G</td><td>75113.0</td><td>0.250549</td><td>SLS</td><td>18.6g</td><td>--</td><td>7</td><td>0</td><td>61</td><td>10</td><td>7</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>3</td><td>4</td><td>WISEA J073806.16+282359.6</td><td>114.52568</td><td>28.39995</td><td>G</td><td>69225.0</td><td>0.230909</td><td>SLS</td><td>18.0g</td><td>--</td><td>10</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>4</td><td>5</td><td>2MASX J07550424+1353261</td><td>118.76776</td><td>13.89065</td><td>G</td><td>66746.0</td><td>0.22264</td><td>SLS</td><td>18.5g</td><td>--</td><td>10</td><td>0</td><td>38</td><td>7</td><td>6</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>5</td><td>6</td><td>WISEA J082655.11+181147.7</td><td>126.72969</td><td>18.19665</td><td>G</td><td>79580.0</td><td>0.265449</td><td>SLS</td><td>18.4g</td><td>--</td><td>8</td><td>0</td><td>46</td><td>7</td><td>6</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>6</td><td>7</td><td>2MASX J08542169+0449308</td><td>133.59033</td><td>4.82511</td><td>G</td><td>47005.0</td><td>0.156793</td><td>SLS</td><td>16.7g</td><td>--</td><td>18</td><td>0</td><td>58</td><td>8</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>7</td><td>8</td><td>WHL J090944.8+222607</td><td>137.4367</td><td>22.43539</td><td>GClstr</td><td>88683.0</td><td>0.295813</td><td>PUN</td><td></td><td>--</td><td>7</td><td>0</td><td>0</td><td>4</td><td>5</td><td>0</td><td>0</td></tr>\n",
       "<tr><td>8</td><td>9</td><td>2MASX J09094480+2226078</td><td>137.4367</td><td>22.43538</td><td>G</td><td>85557.0</td><td>0.285388</td><td>SLS</td><td>19.0g</td><td>--</td><td>9</td><td>0</td><td>30</td><td>5</td><td>6</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>9</td><td>10</td><td>2MASX J09260805+2405242</td><td>141.53357</td><td>24.09004</td><td>G</td><td>66672.0</td><td>0.222393</td><td>SLS</td><td>17.8g</td><td>--</td><td>16</td><td>0</td><td>32</td><td>7</td><td>9</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>10</td><td>11</td><td>WHL J092608.1+240524</td><td>141.53357</td><td>24.09004</td><td>GClstr</td><td>66284.0</td><td>0.2211</td><td>SUN</td><td></td><td>--</td><td>8</td><td>0</td><td>0</td><td>6</td><td>7</td><td>0</td><td>0</td></tr>\n",
       "<tr><td>11</td><td>12</td><td>WISEA J093347.77+211436.7</td><td>143.44901</td><td>21.24346</td><td>G</td><td>51620.0</td><td>0.172186</td><td>SLS</td><td>16.9g</td><td>--</td><td>48</td><td>0</td><td>51</td><td>20</td><td>15</td><td>6</td><td>1</td></tr>\n",
       "<tr><td>12</td><td>13</td><td>WISEA J093622.14+390628.9</td><td>144.09222</td><td>39.10801</td><td>G</td><td>84821.0</td><td>0.282931</td><td>SLS</td><td>18.5g</td><td>--</td><td>6</td><td>0</td><td>66</td><td>7</td><td>3</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>13</td><td>14</td><td>MSPM 05544</td><td>146.2235</td><td>22.8851</td><td>GClstr</td><td>26738.0</td><td>0.08919</td><td>MUN</td><td></td><td>--</td><td>3</td><td>0</td><td>0</td><td>1</td><td>1</td><td>0</td><td>0</td></tr>\n",
       "<tr><td>14</td><td>15</td><td>CGCG 122-067</td><td>146.22351</td><td>22.88512</td><td>G</td><td>26686.0</td><td>0.089016</td><td>SLS</td><td>15.3g</td><td>--</td><td>34</td><td>0</td><td>49</td><td>13</td><td>11</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>15</td><td>16</td><td>WISEA J094700.08+254045.8</td><td>146.75035</td><td>25.67938</td><td>G</td><td>32690.0</td><td>0.109043</td><td>SLS</td><td>15.8g</td><td>--</td><td>22</td><td>0</td><td>46</td><td>8</td><td>7</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>16</td><td>17</td><td>SDSS J095727.02+083501.7</td><td>149.36259</td><td>8.58383</td><td>G</td><td>76903.0</td><td>0.256521</td><td>SLS</td><td>18.3g</td><td>--</td><td>8</td><td>0</td><td>39</td><td>5</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>17</td><td>18</td><td>WISEA J100356.88+382902.1</td><td>150.98703</td><td>38.48391</td><td>G</td><td>77525.0</td><td>0.258596</td><td>SLS</td><td>17.8g</td><td>--</td><td>8</td><td>0</td><td>57</td><td>7</td><td>4</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>18</td><td>19</td><td>WISEA J100416.04+295844.1</td><td>151.06683</td><td>29.97899</td><td>G</td><td>89471.0</td><td>0.298443</td><td>SLS</td><td>18.7g</td><td>--</td><td>7</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>19</td><td>20</td><td>WISEA J100956.35+261132.0</td><td>152.48475</td><td>26.19223</td><td>G</td><td>72216.0</td><td>0.240886</td><td>SLS</td><td>18.1g</td><td>--</td><td>13</td><td>0</td><td>46</td><td>7</td><td>4</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>20</td><td>21</td><td>GMBCG J152.52936+32.89139</td><td>152.52936</td><td>32.89139</td><td>GClstr</td><td>95634.0</td><td>0.319</td><td>PUN</td><td></td><td>--</td><td>4</td><td>0</td><td>0</td><td>2</td><td>2</td><td>0</td><td>0</td></tr>\n",
       "<tr><td>21</td><td>22</td><td>WISEA J101007.05+325329.0</td><td>152.52936</td><td>32.89141</td><td>G</td><td>86909.0</td><td>0.289896</td><td>SLS</td><td>18.7g</td><td>--</td><td>10</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>22</td><td>23</td><td>2MASS J10160396+3037481</td><td>154.01655</td><td>30.62998</td><td>G</td><td>75520.0</td><td>0.251906</td><td>SLS</td><td>18.7g</td><td>--</td><td>6</td><td>0</td><td>49</td><td>7</td><td>4</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>23</td><td>24</td><td>WISEA J102154.85+072415.5</td><td>155.47856</td><td>7.40432</td><td>G</td><td>87123.0</td><td>0.290611</td><td>SLS</td><td>18.4g</td><td>--</td><td>6</td><td>0</td><td>55</td><td>7</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>24</td><td>25</td><td>WISEA J103015.74-010607.0</td><td>157.56561</td><td>-1.10198</td><td>G</td><td>84625.0</td><td>0.282277</td><td>SLS</td><td>18.3g</td><td>--</td><td>11</td><td>0</td><td>62</td><td>9</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>25</td><td>26</td><td>2MASX J10304263+0418219</td><td>157.67753</td><td>4.30602</td><td>G</td><td>48244.0</td><td>0.160924</td><td>SLS</td><td>16.8g</td><td>--</td><td>24</td><td>0</td><td>59</td><td>8</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>26</td><td>27</td><td>SDSS CE J160.241898-01.069106</td><td>160.235</td><td>-1.06611</td><td>GClstr</td><td>75548.0</td><td>0.252</td><td>SUN</td><td></td><td>--</td><td>8</td><td>0</td><td>0</td><td>5</td><td>7</td><td>0</td><td>0</td></tr>\n",
       "<tr><td>27</td><td>28</td><td>2MASX J10405643-0103584</td><td>160.23509</td><td>-1.06632</td><td>G</td><td>75021.0</td><td>0.250242</td><td>SLS</td><td>18.2g</td><td>--</td><td>17</td><td>0</td><td>51</td><td>9</td><td>9</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>28</td><td>29</td><td>WISEA J104724.97+230917.4</td><td>161.85435</td><td>23.15474</td><td>G</td><td>54729.0</td><td>0.182556</td><td>SLS</td><td>18.46</td><td>--</td><td>19</td><td>0</td><td>46</td><td>8</td><td>6</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>29</td><td>30</td><td>WISEA J111917.41+141946.5</td><td>169.8226</td><td>14.3296</td><td>G</td><td>43101.0</td><td>0.143771</td><td>SLS</td><td>16.6g</td><td>--</td><td>20</td><td>0</td><td>66</td><td>8</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>30</td><td>31</td><td>2MASS J11292875+0255498</td><td>172.36978</td><td>2.93055</td><td>G</td><td>71830.0</td><td>0.239599</td><td>SLS</td><td>17.5g</td><td>--</td><td>9</td><td>0</td><td>49</td><td>7</td><td>5</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>31</td><td>32</td><td>WISEA J113800.86+521303.8</td><td>174.50367</td><td>52.21775</td><td>G</td><td>88717.0</td><td>0.295927</td><td>SLS</td><td>19.0g</td><td>--</td><td>9</td><td>0</td><td>57</td><td>7</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>32</td><td>33</td><td>WISEA J114100.04+384807.4</td><td>175.25022</td><td>38.80207</td><td>G</td><td>80255.0</td><td>0.267701</td><td>SLS</td><td>18.5g</td><td>--</td><td>7</td><td>0</td><td>66</td><td>8</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>33</td><td>34</td><td>WISEA J115052.96+460448.1</td><td>177.72076</td><td>46.08006</td><td>G</td><td>86778.0</td><td>0.289461</td><td>SLS</td><td>18.5g</td><td>--</td><td>10</td><td>0</td><td>53</td><td>9</td><td>7</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>34</td><td>35</td><td>WISEA J115356.21+492355.4</td><td>178.48416</td><td>49.39881</td><td>G</td><td>49984.0</td><td>0.166728</td><td>SLS</td><td>17.1g</td><td>--</td><td>19</td><td>0</td><td>67</td><td>9</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>35</td><td>36</td><td>2MASX J11593546+1257080</td><td>179.89761</td><td>12.95205</td><td>G</td><td>79003.0</td><td>0.263525</td><td>SLS</td><td>18.3g</td><td>--</td><td>7</td><td>0</td><td>54</td><td>6</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>36</td><td>37</td><td>WISEA J120053.92+480007.8</td><td>180.22477</td><td>48.00213</td><td>G</td><td>83466.0</td><td>0.278413</td><td>SLS</td><td>18.4g</td><td>--</td><td>8</td><td>0</td><td>70</td><td>7</td><td>5</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>37</td><td>38</td><td>GMBCG J180.22479+48.00211</td><td>180.22479</td><td>48.00211</td><td>GClstr</td><td>74948.0</td><td>0.25</td><td>PUN</td><td></td><td>--</td><td>6</td><td>0</td><td>0</td><td>3</td><td>4</td><td>0</td><td>0</td></tr>\n",
       "<tr><td>38</td><td>39</td><td>WISEA J121644.33+122450.5</td><td>184.18477</td><td>12.41404</td><td>G</td><td>77030.0</td><td>0.256944</td><td>SLS</td><td>18.3g</td><td>--</td><td>5</td><td>0</td><td>55</td><td>7</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>39</td><td>40</td><td>WISEA J122100.50+482729.1</td><td>185.25209</td><td>48.45807</td><td>G</td><td>89836.0</td><td>0.299659</td><td>SLS</td><td>18.7g</td><td>--</td><td>8</td><td>0</td><td>61</td><td>8</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>40</td><td>41</td><td>WISEA J123215.19+102119.1</td><td>188.06311</td><td>10.35535</td><td>G</td><td>49729.0</td><td>0.165877</td><td>SLS</td><td>17.2g</td><td>--</td><td>19</td><td>0</td><td>66</td><td>9</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>41</td><td>42</td><td>WISEA J123431.08+515629.7</td><td>188.62952</td><td>51.94146</td><td>G</td><td>88714.0</td><td>0.295917</td><td>SLS</td><td>18.1g</td><td>--</td><td>31</td><td>0</td><td>64</td><td>11</td><td>12</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>42</td><td>43</td><td>WISEA J123746.63+481227.5</td><td>189.44448</td><td>48.20767</td><td>G</td><td>81679.0</td><td>0.272452</td><td>SLS</td><td>18.2g</td><td>--</td><td>8</td><td>0</td><td>65</td><td>8</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>43</td><td>44</td><td>WISEA J131039.32+223502.8</td><td>197.66385</td><td>22.58407</td><td>G</td><td>69320.0</td><td>0.231225</td><td>SLS</td><td>18.1g</td><td>--</td><td>12</td><td>0</td><td>48</td><td>8</td><td>5</td><td>6</td><td>1</td></tr>\n",
       "<tr><td>44</td><td>45</td><td>WISEA J132757.52+334529.3</td><td>201.98969</td><td>33.75806</td><td>G</td><td>74623.0</td><td>0.248916</td><td>SLS</td><td>17.7g</td><td>--</td><td>16</td><td>0</td><td>88</td><td>12</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>45</td><td>46</td><td>WISEA J134228.33+115734.5</td><td>205.61806</td><td>11.95954</td><td>G</td><td>83561.0</td><td>0.27873</td><td>SLS</td><td>19.0g</td><td>--</td><td>8</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>46</td><td>47</td><td>WISEA J134355.49+244048.1</td><td>205.98124</td><td>24.68001</td><td>G</td><td>41147.0</td><td>0.13725</td><td>SLS</td><td>17.81</td><td>--</td><td>21</td><td>0</td><td>46</td><td>10</td><td>8</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>47</td><td>48</td><td>SDSSCGB 16827</td><td>206.99833</td><td>32.44039</td><td>GGroup</td><td>--</td><td>--</td><td></td><td>18.44</td><td>--</td><td>3</td><td>0</td><td>0</td><td>1</td><td>0</td><td>0</td><td>0</td></tr>\n",
       "<tr><td>48</td><td>49</td><td>2MASX J13475962+3227100</td><td>206.99841</td><td>32.45286</td><td>G</td><td>66870.0</td><td>0.223055</td><td>SLS</td><td>18.1g</td><td>--</td><td>11</td><td>0</td><td>54</td><td>6</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>49</td><td>50</td><td>WISEA J135546.08+025456.0</td><td>208.942</td><td>2.91553</td><td>G</td><td>71602.0</td><td>0.238837</td><td>SLS</td><td>18.7g</td><td>--</td><td>11</td><td>0</td><td>51</td><td>7</td><td>5</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>50</td><td>51</td><td>WISEA J140138.37+263527.6</td><td>210.40991</td><td>26.591</td><td>G</td><td>85128.0</td><td>0.283958</td><td>SLS</td><td>18.7g</td><td>--</td><td>8</td><td>0</td><td>30</td><td>5</td><td>4</td><td>4</td><td>0</td></tr>\n",
       "<tr><td>51</td><td>52</td><td>2MASS J14175497+2704341</td><td>214.47905</td><td>27.07624</td><td>G</td><td>47226.0</td><td>0.15753</td><td>SLS</td><td>16.9g</td><td>--</td><td>17</td><td>0</td><td>25</td><td>6</td><td>6</td><td>4</td><td>0</td></tr>\n",
       "<tr><td>52</td><td>53</td><td>WISEA J143447.88+020228.8</td><td>218.69942</td><td>2.04129</td><td>G</td><td>83914.0</td><td>0.279907</td><td>SLS</td><td>18.6g</td><td>--</td><td>10</td><td>0</td><td>62</td><td>9</td><td>5</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>53</td><td>54</td><td>WISEA J144728.35+590831.9</td><td>221.86807</td><td>59.14209</td><td>G</td><td>73602.0</td><td>0.245509</td><td>SLS</td><td>18.3g</td><td>--</td><td>15</td><td>0</td><td>70</td><td>11</td><td>8</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>54</td><td>55</td><td>WISEA J153619.01+452247.7</td><td>234.07909</td><td>45.37968</td><td>G</td><td>70804.0</td><td>0.236177</td><td>SLS</td><td>18.1g</td><td>--</td><td>9</td><td>0</td><td>57</td><td>7</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>55</td><td>56</td><td>WISEA J154307.78+193751.7</td><td>235.78241</td><td>19.63104</td><td>G</td><td>68774.0</td><td>0.229405</td><td>SLS</td><td>17.0g</td><td>--</td><td>43</td><td>1</td><td>50</td><td>21</td><td>18</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>56</td><td>57</td><td>WISEA J154950.90+234444.0</td><td>237.46216</td><td>23.7456</td><td>G</td><td>78570.0</td><td>0.262082</td><td>SLS</td><td>18.5g</td><td>--</td><td>7</td><td>0</td><td>31</td><td>5</td><td>4</td><td>4</td><td>0</td></tr>\n",
       "<tr><td>57</td><td>58</td><td>GMBCG J240.41924+27.30444</td><td>240.41924</td><td>27.30444</td><td>GClstr</td><td>57860.0</td><td>0.193</td><td>PUN</td><td></td><td>--</td><td>4</td><td>0</td><td>0</td><td>2</td><td>2</td><td>0</td><td>0</td></tr>\n",
       "<tr><td>58</td><td>59</td><td>2MASX J16014061+2718161</td><td>240.41924</td><td>27.30443</td><td>G</td><td>49285.0</td><td>0.164398</td><td>SLS</td><td>16.7g</td><td>--</td><td>22</td><td>0</td><td>54</td><td>7</td><td>7</td><td>10</td><td>1</td></tr>\n",
       "<tr><td>59</td><td>60</td><td>WISEA J163945.96+460905.8</td><td>249.94148</td><td>46.1517</td><td>G</td><td>74087.0</td><td>0.247128</td><td>SLS</td><td>18.3g</td><td>--</td><td>13</td><td>0</td><td>70</td><td>8</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>60</td><td>61</td><td>WISEA J173406.17+602919.1</td><td>263.52577</td><td>60.48859</td><td>G</td><td>82730.0</td><td>0.275956</td><td>SLS</td><td>18.5g</td><td>--</td><td>8</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>61</td><td>62</td><td>SDSSCGB 59704</td><td>263.53292</td><td>60.48197</td><td>GGroup</td><td>82743.0</td><td>0.276</td><td>SST</td><td>17.20</td><td>--</td><td>3</td><td>0</td><td>0</td><td>1</td><td>1</td><td>0</td><td>0</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140424149481648-140739').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140424149481648-140739').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 50,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [0, 1, 3, 4, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "objects_in_paper = Ned.query_refcode('2016ApJ...817..109O')\n",
    "objects_in_paper.show_in_notebook()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a3005483",
   "metadata": {},
   "source": [
    "## 3. Filter the NED results\n",
    "\n",
    "The results from NED will include galaxies, but also other kinds of objects (e.g. galaxy clusters, galaxy groups). Print the 'Type' column to see the full range of classifications and filter the results so that we only keep the galaxies in the list."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "61b36c2a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "&lt;MaskedColumn name=&apos;Type&apos; dtype=&apos;object&apos; description=&quot;NED&apos;s Preferred Object Type: G,GPair,GTrpl,GGroup,GClstr,QSO,AbLS,RadioS,IrS,EmLS,UvES,XrayS,SN&quot; length=62&gt;\n",
       "<table>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>GClstr</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>GClstr</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>...</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>GClstr</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>G</td></tr>\n",
       "<tr><td>GGroup</td></tr>\n",
       "</table>"
      ],
      "text/plain": [
       "<MaskedColumn name='Type' dtype='object' description=\"NED's Preferred Object Type: G,GPair,GTrpl,GGroup,GClstr,QSO,AbLS,RadioS,IrS,EmLS,UvES,XrayS,SN\" length=62>\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "GClstr\n",
       "     G\n",
       "     G\n",
       "GClstr\n",
       "     G\n",
       "   ...\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "GClstr\n",
       "     G\n",
       "     G\n",
       "     G\n",
       "GGroup"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "objects_in_paper['Type']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "bb4c1577",
   "metadata": {
    "tags": [
     "output_scroll"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<i>Table length=53</i>\n",
       "<table id=\"table140424097708976-576277\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>idx</th><th>No.</th><th>Object Name</th><th>RA</th><th>DEC</th><th>Type</th><th>Velocity</th><th>Redshift</th><th>Redshift Flag</th><th>Magnitude and Filter</th><th>Separation</th><th>References</th><th>Notes</th><th>Photometry Points</th><th>Positions</th><th>Redshift Points</th><th>Diameter Points</th><th>Associations</th></tr></thead>\n",
       "<thead><tr><th></th><th></th><th></th><th>degrees</th><th>degrees</th><th></th><th>km / s</th><th></th><th></th><th></th><th>arcmin</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n",
       "<tr><td>0</td><td>1</td><td>WISEA J001550.14-100242.3</td><td>3.95892</td><td>-10.04511</td><td>G</td><td>52766.0</td><td>0.17601</td><td>SLS</td><td>17.5g</td><td>--</td><td>15</td><td>0</td><td>63</td><td>8</td><td>7</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>1</td><td>2</td><td>WISEA J003807.80-010936.7</td><td>9.53252</td><td>-1.16024</td><td>G</td><td>62442.0</td><td>0.208284</td><td>SLS</td><td>18.0g</td><td>--</td><td>16</td><td>0</td><td>72</td><td>12</td><td>9</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>2</td><td>3</td><td>WISEA J040422.92-054134.8</td><td>61.09548</td><td>-5.69303</td><td>G</td><td>75113.0</td><td>0.250549</td><td>SLS</td><td>18.6g</td><td>--</td><td>7</td><td>0</td><td>61</td><td>10</td><td>7</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>3</td><td>4</td><td>WISEA J073806.16+282359.6</td><td>114.52568</td><td>28.39995</td><td>G</td><td>69225.0</td><td>0.230909</td><td>SLS</td><td>18.0g</td><td>--</td><td>10</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>4</td><td>5</td><td>2MASX J07550424+1353261</td><td>118.76776</td><td>13.89065</td><td>G</td><td>66746.0</td><td>0.22264</td><td>SLS</td><td>18.5g</td><td>--</td><td>10</td><td>0</td><td>38</td><td>7</td><td>6</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>5</td><td>6</td><td>WISEA J082655.11+181147.7</td><td>126.72969</td><td>18.19665</td><td>G</td><td>79580.0</td><td>0.265449</td><td>SLS</td><td>18.4g</td><td>--</td><td>8</td><td>0</td><td>46</td><td>7</td><td>6</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>6</td><td>7</td><td>2MASX J08542169+0449308</td><td>133.59033</td><td>4.82511</td><td>G</td><td>47005.0</td><td>0.156793</td><td>SLS</td><td>16.7g</td><td>--</td><td>18</td><td>0</td><td>58</td><td>8</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>7</td><td>9</td><td>2MASX J09094480+2226078</td><td>137.4367</td><td>22.43538</td><td>G</td><td>85557.0</td><td>0.285388</td><td>SLS</td><td>19.0g</td><td>--</td><td>9</td><td>0</td><td>30</td><td>5</td><td>6</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>8</td><td>10</td><td>2MASX J09260805+2405242</td><td>141.53357</td><td>24.09004</td><td>G</td><td>66672.0</td><td>0.222393</td><td>SLS</td><td>17.8g</td><td>--</td><td>16</td><td>0</td><td>32</td><td>7</td><td>9</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>9</td><td>12</td><td>WISEA J093347.77+211436.7</td><td>143.44901</td><td>21.24346</td><td>G</td><td>51620.0</td><td>0.172186</td><td>SLS</td><td>16.9g</td><td>--</td><td>48</td><td>0</td><td>51</td><td>20</td><td>15</td><td>6</td><td>1</td></tr>\n",
       "<tr><td>10</td><td>13</td><td>WISEA J093622.14+390628.9</td><td>144.09222</td><td>39.10801</td><td>G</td><td>84821.0</td><td>0.282931</td><td>SLS</td><td>18.5g</td><td>--</td><td>6</td><td>0</td><td>66</td><td>7</td><td>3</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>11</td><td>15</td><td>CGCG 122-067</td><td>146.22351</td><td>22.88512</td><td>G</td><td>26686.0</td><td>0.089016</td><td>SLS</td><td>15.3g</td><td>--</td><td>34</td><td>0</td><td>49</td><td>13</td><td>11</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>12</td><td>16</td><td>WISEA J094700.08+254045.8</td><td>146.75035</td><td>25.67938</td><td>G</td><td>32690.0</td><td>0.109043</td><td>SLS</td><td>15.8g</td><td>--</td><td>22</td><td>0</td><td>46</td><td>8</td><td>7</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>13</td><td>17</td><td>SDSS J095727.02+083501.7</td><td>149.36259</td><td>8.58383</td><td>G</td><td>76903.0</td><td>0.256521</td><td>SLS</td><td>18.3g</td><td>--</td><td>8</td><td>0</td><td>39</td><td>5</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>14</td><td>18</td><td>WISEA J100356.88+382902.1</td><td>150.98703</td><td>38.48391</td><td>G</td><td>77525.0</td><td>0.258596</td><td>SLS</td><td>17.8g</td><td>--</td><td>8</td><td>0</td><td>57</td><td>7</td><td>4</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>15</td><td>19</td><td>WISEA J100416.04+295844.1</td><td>151.06683</td><td>29.97899</td><td>G</td><td>89471.0</td><td>0.298443</td><td>SLS</td><td>18.7g</td><td>--</td><td>7</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>16</td><td>20</td><td>WISEA J100956.35+261132.0</td><td>152.48475</td><td>26.19223</td><td>G</td><td>72216.0</td><td>0.240886</td><td>SLS</td><td>18.1g</td><td>--</td><td>13</td><td>0</td><td>46</td><td>7</td><td>4</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>17</td><td>22</td><td>WISEA J101007.05+325329.0</td><td>152.52936</td><td>32.89141</td><td>G</td><td>86909.0</td><td>0.289896</td><td>SLS</td><td>18.7g</td><td>--</td><td>10</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>18</td><td>23</td><td>2MASS J10160396+3037481</td><td>154.01655</td><td>30.62998</td><td>G</td><td>75520.0</td><td>0.251906</td><td>SLS</td><td>18.7g</td><td>--</td><td>6</td><td>0</td><td>49</td><td>7</td><td>4</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>19</td><td>24</td><td>WISEA J102154.85+072415.5</td><td>155.47856</td><td>7.40432</td><td>G</td><td>87123.0</td><td>0.290611</td><td>SLS</td><td>18.4g</td><td>--</td><td>6</td><td>0</td><td>55</td><td>7</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>20</td><td>25</td><td>WISEA J103015.74-010607.0</td><td>157.56561</td><td>-1.10198</td><td>G</td><td>84625.0</td><td>0.282277</td><td>SLS</td><td>18.3g</td><td>--</td><td>11</td><td>0</td><td>62</td><td>9</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>21</td><td>26</td><td>2MASX J10304263+0418219</td><td>157.67753</td><td>4.30602</td><td>G</td><td>48244.0</td><td>0.160924</td><td>SLS</td><td>16.8g</td><td>--</td><td>24</td><td>0</td><td>59</td><td>8</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>22</td><td>28</td><td>2MASX J10405643-0103584</td><td>160.23509</td><td>-1.06632</td><td>G</td><td>75021.0</td><td>0.250242</td><td>SLS</td><td>18.2g</td><td>--</td><td>17</td><td>0</td><td>51</td><td>9</td><td>9</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>23</td><td>29</td><td>WISEA J104724.97+230917.4</td><td>161.85435</td><td>23.15474</td><td>G</td><td>54729.0</td><td>0.182556</td><td>SLS</td><td>18.46</td><td>--</td><td>19</td><td>0</td><td>46</td><td>8</td><td>6</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>24</td><td>30</td><td>WISEA J111917.41+141946.5</td><td>169.8226</td><td>14.3296</td><td>G</td><td>43101.0</td><td>0.143771</td><td>SLS</td><td>16.6g</td><td>--</td><td>20</td><td>0</td><td>66</td><td>8</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>25</td><td>31</td><td>2MASS J11292875+0255498</td><td>172.36978</td><td>2.93055</td><td>G</td><td>71830.0</td><td>0.239599</td><td>SLS</td><td>17.5g</td><td>--</td><td>9</td><td>0</td><td>49</td><td>7</td><td>5</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>26</td><td>32</td><td>WISEA J113800.86+521303.8</td><td>174.50367</td><td>52.21775</td><td>G</td><td>88717.0</td><td>0.295927</td><td>SLS</td><td>19.0g</td><td>--</td><td>9</td><td>0</td><td>57</td><td>7</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>27</td><td>33</td><td>WISEA J114100.04+384807.4</td><td>175.25022</td><td>38.80207</td><td>G</td><td>80255.0</td><td>0.267701</td><td>SLS</td><td>18.5g</td><td>--</td><td>7</td><td>0</td><td>66</td><td>8</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>28</td><td>34</td><td>WISEA J115052.96+460448.1</td><td>177.72076</td><td>46.08006</td><td>G</td><td>86778.0</td><td>0.289461</td><td>SLS</td><td>18.5g</td><td>--</td><td>10</td><td>0</td><td>53</td><td>9</td><td>7</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>29</td><td>35</td><td>WISEA J115356.21+492355.4</td><td>178.48416</td><td>49.39881</td><td>G</td><td>49984.0</td><td>0.166728</td><td>SLS</td><td>17.1g</td><td>--</td><td>19</td><td>0</td><td>67</td><td>9</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>30</td><td>36</td><td>2MASX J11593546+1257080</td><td>179.89761</td><td>12.95205</td><td>G</td><td>79003.0</td><td>0.263525</td><td>SLS</td><td>18.3g</td><td>--</td><td>7</td><td>0</td><td>54</td><td>6</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>31</td><td>37</td><td>WISEA J120053.92+480007.8</td><td>180.22477</td><td>48.00213</td><td>G</td><td>83466.0</td><td>0.278413</td><td>SLS</td><td>18.4g</td><td>--</td><td>8</td><td>0</td><td>70</td><td>7</td><td>5</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>32</td><td>39</td><td>WISEA J121644.33+122450.5</td><td>184.18477</td><td>12.41404</td><td>G</td><td>77030.0</td><td>0.256944</td><td>SLS</td><td>18.3g</td><td>--</td><td>5</td><td>0</td><td>55</td><td>7</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>33</td><td>40</td><td>WISEA J122100.50+482729.1</td><td>185.25209</td><td>48.45807</td><td>G</td><td>89836.0</td><td>0.299659</td><td>SLS</td><td>18.7g</td><td>--</td><td>8</td><td>0</td><td>61</td><td>8</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>34</td><td>41</td><td>WISEA J123215.19+102119.1</td><td>188.06311</td><td>10.35535</td><td>G</td><td>49729.0</td><td>0.165877</td><td>SLS</td><td>17.2g</td><td>--</td><td>19</td><td>0</td><td>66</td><td>9</td><td>6</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>35</td><td>42</td><td>WISEA J123431.08+515629.7</td><td>188.62952</td><td>51.94146</td><td>G</td><td>88714.0</td><td>0.295917</td><td>SLS</td><td>18.1g</td><td>--</td><td>31</td><td>0</td><td>64</td><td>11</td><td>12</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>36</td><td>43</td><td>WISEA J123746.63+481227.5</td><td>189.44448</td><td>48.20767</td><td>G</td><td>81679.0</td><td>0.272452</td><td>SLS</td><td>18.2g</td><td>--</td><td>8</td><td>0</td><td>65</td><td>8</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>37</td><td>44</td><td>WISEA J131039.32+223502.8</td><td>197.66385</td><td>22.58407</td><td>G</td><td>69320.0</td><td>0.231225</td><td>SLS</td><td>18.1g</td><td>--</td><td>12</td><td>0</td><td>48</td><td>8</td><td>5</td><td>6</td><td>1</td></tr>\n",
       "<tr><td>38</td><td>45</td><td>WISEA J132757.52+334529.3</td><td>201.98969</td><td>33.75806</td><td>G</td><td>74623.0</td><td>0.248916</td><td>SLS</td><td>17.7g</td><td>--</td><td>16</td><td>0</td><td>88</td><td>12</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>39</td><td>46</td><td>WISEA J134228.33+115734.5</td><td>205.61806</td><td>11.95954</td><td>G</td><td>83561.0</td><td>0.27873</td><td>SLS</td><td>19.0g</td><td>--</td><td>8</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>40</td><td>47</td><td>WISEA J134355.49+244048.1</td><td>205.98124</td><td>24.68001</td><td>G</td><td>41147.0</td><td>0.13725</td><td>SLS</td><td>17.81</td><td>--</td><td>21</td><td>0</td><td>46</td><td>10</td><td>8</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>41</td><td>49</td><td>2MASX J13475962+3227100</td><td>206.99841</td><td>32.45286</td><td>G</td><td>66870.0</td><td>0.223055</td><td>SLS</td><td>18.1g</td><td>--</td><td>11</td><td>0</td><td>54</td><td>6</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>42</td><td>50</td><td>WISEA J135546.08+025456.0</td><td>208.942</td><td>2.91553</td><td>G</td><td>71602.0</td><td>0.238837</td><td>SLS</td><td>18.7g</td><td>--</td><td>11</td><td>0</td><td>51</td><td>7</td><td>5</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>43</td><td>51</td><td>WISEA J140138.37+263527.6</td><td>210.40991</td><td>26.591</td><td>G</td><td>85128.0</td><td>0.283958</td><td>SLS</td><td>18.7g</td><td>--</td><td>8</td><td>0</td><td>30</td><td>5</td><td>4</td><td>4</td><td>0</td></tr>\n",
       "<tr><td>44</td><td>52</td><td>2MASS J14175497+2704341</td><td>214.47905</td><td>27.07624</td><td>G</td><td>47226.0</td><td>0.15753</td><td>SLS</td><td>16.9g</td><td>--</td><td>17</td><td>0</td><td>25</td><td>6</td><td>6</td><td>4</td><td>0</td></tr>\n",
       "<tr><td>45</td><td>53</td><td>WISEA J143447.88+020228.8</td><td>218.69942</td><td>2.04129</td><td>G</td><td>83914.0</td><td>0.279907</td><td>SLS</td><td>18.6g</td><td>--</td><td>10</td><td>0</td><td>62</td><td>9</td><td>5</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>46</td><td>54</td><td>WISEA J144728.35+590831.9</td><td>221.86807</td><td>59.14209</td><td>G</td><td>73602.0</td><td>0.245509</td><td>SLS</td><td>18.3g</td><td>--</td><td>15</td><td>0</td><td>70</td><td>11</td><td>8</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>47</td><td>55</td><td>WISEA J153619.01+452247.7</td><td>234.07909</td><td>45.37968</td><td>G</td><td>70804.0</td><td>0.236177</td><td>SLS</td><td>18.1g</td><td>--</td><td>9</td><td>0</td><td>57</td><td>7</td><td>3</td><td>8</td><td>0</td></tr>\n",
       "<tr><td>48</td><td>56</td><td>WISEA J154307.78+193751.7</td><td>235.78241</td><td>19.63104</td><td>G</td><td>68774.0</td><td>0.229405</td><td>SLS</td><td>17.0g</td><td>--</td><td>43</td><td>1</td><td>50</td><td>21</td><td>18</td><td>6</td><td>0</td></tr>\n",
       "<tr><td>49</td><td>57</td><td>WISEA J154950.90+234444.0</td><td>237.46216</td><td>23.7456</td><td>G</td><td>78570.0</td><td>0.262082</td><td>SLS</td><td>18.5g</td><td>--</td><td>7</td><td>0</td><td>31</td><td>5</td><td>4</td><td>4</td><td>0</td></tr>\n",
       "<tr><td>50</td><td>59</td><td>2MASX J16014061+2718161</td><td>240.41924</td><td>27.30443</td><td>G</td><td>49285.0</td><td>0.164398</td><td>SLS</td><td>16.7g</td><td>--</td><td>22</td><td>0</td><td>54</td><td>7</td><td>7</td><td>10</td><td>1</td></tr>\n",
       "<tr><td>51</td><td>60</td><td>WISEA J163945.96+460905.8</td><td>249.94148</td><td>46.1517</td><td>G</td><td>74087.0</td><td>0.247128</td><td>SLS</td><td>18.3g</td><td>--</td><td>13</td><td>0</td><td>70</td><td>8</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "<tr><td>52</td><td>61</td><td>WISEA J173406.17+602919.1</td><td>263.52577</td><td>60.48859</td><td>G</td><td>82730.0</td><td>0.275956</td><td>SLS</td><td>18.5g</td><td>--</td><td>8</td><td>0</td><td>66</td><td>7</td><td>4</td><td>10</td><td>0</td></tr>\n",
       "</table><style>table.dataTable {clear: both; width: auto !important; margin: 0 !important;}\n",
       ".dataTables_info, .dataTables_length, .dataTables_filter, .dataTables_paginate{\n",
       "display: inline-block; margin-right: 1em; }\n",
       ".paginate_button { margin-right: 5px; }\n",
       "</style>\n",
       "<script>\n",
       "\n",
       "var astropy_sort_num = function(a, b) {\n",
       "    var a_num = parseFloat(a);\n",
       "    var b_num = parseFloat(b);\n",
       "\n",
       "    if (isNaN(a_num) && isNaN(b_num))\n",
       "        return ((a < b) ? -1 : ((a > b) ? 1 : 0));\n",
       "    else if (!isNaN(a_num) && !isNaN(b_num))\n",
       "        return ((a_num < b_num) ? -1 : ((a_num > b_num) ? 1 : 0));\n",
       "    else\n",
       "        return isNaN(a_num) ? -1 : 1;\n",
       "}\n",
       "\n",
       "require.config({paths: {\n",
       "    datatables: 'https://cdn.datatables.net/1.10.12/js/jquery.dataTables.min'\n",
       "}});\n",
       "require([\"datatables\"], function(){\n",
       "    console.log(\"$('#table140424097708976-576277').dataTable()\");\n",
       "    \n",
       "jQuery.extend( jQuery.fn.dataTableExt.oSort, {\n",
       "    \"optionalnum-asc\": astropy_sort_num,\n",
       "    \"optionalnum-desc\": function (a,b) { return -astropy_sort_num(a, b); }\n",
       "});\n",
       "\n",
       "    $('#table140424097708976-576277').dataTable({\n",
       "        order: [],\n",
       "        pageLength: 50,\n",
       "        lengthMenu: [[10, 25, 50, 100, 500, 1000, -1], [10, 25, 50, 100, 500, 1000, 'All']],\n",
       "        pagingType: \"full_numbers\",\n",
       "        columnDefs: [{targets: [0, 1, 3, 4, 6, 7, 10, 11, 12, 13, 14, 15, 16, 17], type: \"optionalnum\"}]\n",
       "    });\n",
       "});\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Keep only the galaxies from the list\n",
    "galaxies = objects_in_paper[np.array(objects_in_paper['Type']) == 'G']\n",
    "\n",
    "galaxies.show_in_notebook()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f0a303f",
   "metadata": {},
   "source": [
    "## 4. Search the NAVO Registry for image resources\n",
    "\n",
    "The paper selected super spirals using WISE, SDSS, and GALEX images. Search the NAVO registry for all image resources, using the 'service_type' search parameter. How many image resources are currently available?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f7b38803",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "263 result(s) found.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><i>Table length=263</i>\n",
       "<table id=\"table140423153209152\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>ivoid</th><th>short_name</th><th>res_title</th></tr></thead>\n",
       "<thead><tr><th>object</th><th>object</th><th>object</th></tr></thead>\n",
       "<tr><td>ivo://3crsnapshots/sia</td><td>3CRSnap.sia</td><td>3CRSnapshots Simple Image Access Service</td></tr>\n",
       "<tr><td>ivo://archive.stsci.edu/borg</td><td>BoRG</td><td>Brightest of Reionizing Galaxies (BoRG)</td></tr>\n",
       "<tr><td>ivo://archive.stsci.edu/ghosts</td><td>GHOSTS</td><td>Galaxy Halos, Outer disks, Substructure, Thick disks and Star clusters (GHOSTS)</td></tr>\n",
       "<tr><td>ivo://archive.stsci.edu/sia/galex</td><td>GALEX</td><td>Galaxy Evolution Explorer (GALEX)</td></tr>\n",
       "<tr><td>ivo://archive.stsci.edu/siap/hla</td><td>HLA</td><td>Hubble Legacy Archive</td></tr>\n",
       "<tr><td>ivo://arvo/siap</td><td>ArVO SIAP</td><td>Armenian Virtual Observatory SIAP</td></tr>\n",
       "<tr><td>ivo://astron.nl/apertif_dr_bootes/q/cutout</td><td>DR Bootes</td><td>Apertif DR Bootes - Mosaic</td></tr>\n",
       "<tr><td>ivo://astron.nl/hetdex/lotss-dr1-img/cutout</td><td>LoTSS-DR1 Cutout</td><td>LoTSS-DR1 Image Cutout Service</td></tr>\n",
       "<tr><td>ivo://astron.nl/hetdex/lotss-dr1-img/imgs</td><td>LoTSS-DR1 images</td><td>LoTSS-DR1 Image Archive</td></tr>\n",
       "<tr><td>ivo://astron.nl/lofartier1/q_img/cutout</td><td>LoTSS-PDR Cutout</td><td>LoTSS-PDR Image Cutout Service</td></tr>\n",
       "<tr><td>...</td><td>...</td><td>...</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/ukidssdr3-siap</td><td>UKIDSS DR3 SIAP</td><td>UKIDSS DR3 SIAP Service</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/ukidssdr4-siap</td><td>UKIDSS DR4 SIAP</td><td>UKIDSS DR4 SIAP Service</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/ukidssdr5-siap</td><td>UKIDSS DR5 SIAP</td><td>UKIDSS DR5 SIAP Service</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/ukidssdr6-siap</td><td>UKIDSS DR6 SIAP</td><td>UKIDSS DR6 SIAP Service</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/ukidssdr7-siap</td><td>UKIDSS DR7 SIAP</td><td>UKIDSS DR7 SIAP Service</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/ukidssdr8-siap</td><td>UKIDSS DR8 SIAP</td><td>UKIDSS DR8 SIAP Service</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/ukidssdr9-siap</td><td>UKIDSS DR9 SIAP</td><td>UKIDSS DR9 SIAP Service</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/vhsdr1-siap</td><td>VHS DR1 SIAP</td><td>VHS DR1 SIAP Service</td></tr>\n",
       "<tr><td>ivo://wfau.roe.ac.uk/vista-siap</td><td>VISTA SIAP</td><td>VISTA SIAP Service</td></tr>\n",
       "<tr><td>ivo://xcatdb/3xmmdr7/epicsia</td><td>3XMM-DR7-SIA</td><td>Epic Image SIAP of the SSC Interface for the  3XMM-DR7 Catalogue</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<Table length=263>\n",
       "                   ivoid                    ...\n",
       "                   object                   ...\n",
       "------------------------------------------- ...\n",
       "                     ivo://3crsnapshots/sia ...\n",
       "               ivo://archive.stsci.edu/borg ...\n",
       "             ivo://archive.stsci.edu/ghosts ...\n",
       "          ivo://archive.stsci.edu/sia/galex ...\n",
       "           ivo://archive.stsci.edu/siap/hla ...\n",
       "                            ivo://arvo/siap ...\n",
       " ivo://astron.nl/apertif_dr_bootes/q/cutout ...\n",
       "ivo://astron.nl/hetdex/lotss-dr1-img/cutout ...\n",
       "  ivo://astron.nl/hetdex/lotss-dr1-img/imgs ...\n",
       "    ivo://astron.nl/lofartier1/q_img/cutout ...\n",
       "                                        ... ...\n",
       "        ivo://wfau.roe.ac.uk/ukidssdr3-siap ...\n",
       "        ivo://wfau.roe.ac.uk/ukidssdr4-siap ...\n",
       "        ivo://wfau.roe.ac.uk/ukidssdr5-siap ...\n",
       "        ivo://wfau.roe.ac.uk/ukidssdr6-siap ...\n",
       "        ivo://wfau.roe.ac.uk/ukidssdr7-siap ...\n",
       "        ivo://wfau.roe.ac.uk/ukidssdr8-siap ...\n",
       "        ivo://wfau.roe.ac.uk/ukidssdr9-siap ...\n",
       "           ivo://wfau.roe.ac.uk/vhsdr1-siap ...\n",
       "            ivo://wfau.roe.ac.uk/vista-siap ...\n",
       "               ivo://xcatdb/3xmmdr7/epicsia ..."
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "image_services = vo.regsearch(servicetype='image')\n",
    "\n",
    "print(f'{len(image_services)} result(s) found.')\n",
    "\n",
    "image_services.to_table()['ivoid', 'short_name', 'res_title']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d629af8a",
   "metadata": {},
   "source": [
    "## 5. Search the NAVO Registry for image resources that will allow you to search for AllWISE images\n",
    "\n",
    "There are hundreds of image resources...too many to quickly read through. Try adding the 'keywords' search parameter to your registry search, and find the image resource you would need to search the AllWISE images. Remember from the Known Issues that 'keywords' must be a list."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "e0a9994e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1 result(s) found.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><i>Table length=1</i>\n",
       "<table id=\"table140423161719504\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>ivoid</th><th>short_name</th><th>res_title</th></tr></thead>\n",
       "<thead><tr><th>object</th><th>object</th><th>object</th></tr></thead>\n",
       "<tr><td>ivo://irsa.ipac/wise/images/allwise/l3a</td><td>AllWISE L3a</td><td>AllWISE Atlas (L3a) Coadd Images</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<Table length=1>\n",
       "                 ivoid                  ...            res_title            \n",
       "                 object                 ...              object             \n",
       "--------------------------------------- ... --------------------------------\n",
       "ivo://irsa.ipac/wise/images/allwise/l3a ... AllWISE Atlas (L3a) Coadd Images"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "allwise_image_services = vo.regsearch(servicetype='image', keywords=['allwise'])\n",
    "\n",
    "print(f'{len(allwise_image_services)} result(s) found.')\n",
    "\n",
    "allwise_image_services.to_table()['ivoid', 'short_name', 'res_title']"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6025ae26",
   "metadata": {},
   "source": [
    "## 6. Choose the AllWISE image service that you are interested in"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6382808b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pyvo.dal.sia.SIAService at 0x7fb6d071e0e0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "allwise_image_service = allwise_image_services[0]\n",
    "allwise_image_service.service"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fe237970",
   "metadata": {},
   "source": [
    "## 7. Choose one of the galaxies in the NED list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "401d67bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "ra = galaxies['RA'][0]\n",
    "dec = galaxies['DEC'][0]\n",
    "pos = SkyCoord(ra, dec, unit = 'deg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "7b808443",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(3.95892, -10.04511)"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ra,dec"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8f71b240",
   "metadata": {},
   "source": [
    "## 8. Search for a list of AllWISE images that cover this galaxy\n",
    "\n",
    "How many images are returned? Which are you most interested in?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d53d1950",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<DALResultsTable length=4>\n",
       "      sia_title        ...    coadd_id  \n",
       "                       ...              \n",
       "        object         ...     object   \n",
       "---------------------- ... -------------\n",
       "W1 Coadd 0046m107_ac51 ... 0046m107_ac51\n",
       "W3 Coadd 0046m107_ac51 ... 0046m107_ac51\n",
       "W4 Coadd 0046m107_ac51 ... 0046m107_ac51\n",
       "W2 Coadd 0046m107_ac51 ... 0046m107_ac51"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "allwise_image_table = allwise_image_service.search(pos=pos, size=0)\n",
    "allwise_image_table"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3b7c3a2",
   "metadata": {},
   "source": [
    "## 9. Use the .to_table() method to view the results as an Astropy table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "4e9f567c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><i>Table length=4</i>\n",
       "<table id=\"table140423152262912\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>sia_title</th><th>sia_url</th><th>cloud_access</th><th>sia_naxes</th><th>sia_fmt</th><th>sia_ra</th><th>sia_dec</th><th>sia_naxis</th><th>sia_crpix</th><th>sia_crval</th><th>sia_proj</th><th>sia_scale</th><th>sia_cd</th><th>sia_bp_id</th><th>sia_bp_ref</th><th>sia_bp_hi</th><th>sia_bp_lo</th><th>magzp</th><th>magzpunc</th><th>unc_url</th><th>cov_url</th><th>coadd_id</th></tr></thead>\n",
       "<thead><tr><th></th><th></th><th></th><th></th><th></th><th>deg</th><th>deg</th><th></th><th>pix</th><th>deg</th><th></th><th>deg / pix</th><th>deg / pix</th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th><th></th></tr></thead>\n",
       "<thead><tr><th>object</th><th>object</th><th>object</th><th>int32</th><th>object</th><th>float64</th><th>float64</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>object</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>object</th><th>object</th><th>object</th></tr></thead>\n",
       "<tr><td>W1 Coadd 0046m107_ac51</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w1-int-3.fits</td><td>{&quot;aws&quot;: {&quot;bucket_name&quot;: &quot;nasa-irsa-wise&quot;, &quot;key&quot;:&quot;wise/allwise/images/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w1-int-3.fits&quot;, &quot;region&quot;: &quot;us-west-2&quot;}}</td><td>2</td><td>image/fits</td><td>4.61538</td><td>-10.601111</td><td>[4095 4095]</td><td>[2048.0 2048.0]</td><td>[4.61538 -10.601111]</td><td>SIN</td><td>[-0.0003819444391411 0.0003819444391411]</td><td>[-0.0003819444391411 -0.0 -0.0 0.0003819444391411]</td><td>W1</td><td>3.35e-06</td><td>3.78e-06</td><td>3.13e-06</td><td>20.5</td><td>0.006</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w1-unc-3.fits.gz</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w1-cov-3.fits.gz</td><td>0046m107_ac51</td></tr>\n",
       "<tr><td>W3 Coadd 0046m107_ac51</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w3-int-3.fits</td><td>{&quot;aws&quot;: {&quot;bucket_name&quot;: &quot;nasa-irsa-wise&quot;, &quot;key&quot;:&quot;wise/allwise/images/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w3-int-3.fits&quot;, &quot;region&quot;: &quot;us-west-2&quot;}}</td><td>2</td><td>image/fits</td><td>4.61538</td><td>-10.601111</td><td>[4095 4095]</td><td>[2048.0 2048.0]</td><td>[4.61538 -10.601111]</td><td>SIN</td><td>[-0.0003819444391411 0.0003819444391411]</td><td>[-0.0003819444391411 -0.0 -0.0 0.0003819444391411]</td><td>W3</td><td>1.156e-05</td><td>1.627e-05</td><td>7.6e-06</td><td>18.0</td><td>0.012</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w3-unc-3.fits.gz</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w3-cov-3.fits.gz</td><td>0046m107_ac51</td></tr>\n",
       "<tr><td>W4 Coadd 0046m107_ac51</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w4-int-3.fits</td><td>{&quot;aws&quot;: {&quot;bucket_name&quot;: &quot;nasa-irsa-wise&quot;, &quot;key&quot;:&quot;wise/allwise/images/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w4-int-3.fits&quot;, &quot;region&quot;: &quot;us-west-2&quot;}}</td><td>2</td><td>image/fits</td><td>4.61538</td><td>-10.601111</td><td>[4095 4095]</td><td>[2048.0 2048.0]</td><td>[4.61538 -10.601111]</td><td>SIN</td><td>[-0.0003819444391411 0.0003819444391411]</td><td>[-0.0003819444391411 -0.0 -0.0 0.0003819444391411]</td><td>W4</td><td>2.209e-05</td><td>2.336e-05</td><td>1.984e-05</td><td>13.0</td><td>0.012</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w4-unc-3.fits.gz</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w4-cov-3.fits.gz</td><td>0046m107_ac51</td></tr>\n",
       "<tr><td>W2 Coadd 0046m107_ac51</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w2-int-3.fits</td><td>{&quot;aws&quot;: {&quot;bucket_name&quot;: &quot;nasa-irsa-wise&quot;, &quot;key&quot;:&quot;wise/allwise/images/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w2-int-3.fits&quot;, &quot;region&quot;: &quot;us-west-2&quot;}}</td><td>2</td><td>image/fits</td><td>4.61538</td><td>-10.601111</td><td>[4095 4095]</td><td>[2048.0 2048.0]</td><td>[4.61538 -10.601111]</td><td>SIN</td><td>[-0.0003819444391411 0.0003819444391411]</td><td>[-0.0003819444391411 -0.0 -0.0 0.0003819444391411]</td><td>W2</td><td>4.6e-06</td><td>5.19e-06</td><td>4.02e-06</td><td>19.5</td><td>0.007</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w2-unc-3.fits.gz</td><td>https://irsa.ipac.caltech.edu/ibe/data/wise/allwise/p3am_cdd/00/0046/0046m107_ac51/0046m107_ac51-w2-cov-3.fits.gz</td><td>0046m107_ac51</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<Table length=4>\n",
       "      sia_title        ...    coadd_id  \n",
       "                       ...              \n",
       "        object         ...     object   \n",
       "---------------------- ... -------------\n",
       "W1 Coadd 0046m107_ac51 ... 0046m107_ac51\n",
       "W3 Coadd 0046m107_ac51 ... 0046m107_ac51\n",
       "W4 Coadd 0046m107_ac51 ... 0046m107_ac51\n",
       "W2 Coadd 0046m107_ac51 ... 0046m107_ac51"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "allwise_images = allwise_image_table.to_table()\n",
    "allwise_images"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "00041127",
   "metadata": {},
   "source": [
    "## 10. From the result in 8., select the first record for an image taken in WISE band W1 (3.6 micron)\n",
    "\n",
    "Hints:\n",
    "\n",
    "* Loop over records and test on the `.bandpass_id` attribute of each record\n",
    "* Print the `.title` and `.bandpass_id` of the record you find, to verify it is the right one."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "1b40f654",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W1 Coadd 0046m107_ac51 W1\n"
     ]
    }
   ],
   "source": [
    "for allwise_image_record in allwise_image_table:\n",
    "    if 'W1' in allwise_image_record.bandpass_id:\n",
    "        break\n",
    "print(allwise_image_record.title, allwise_image_record.bandpass_id)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1fb5cf86",
   "metadata": {},
   "source": [
    "## 11. Visualize this AllWISE image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "bfbca3ce",
   "metadata": {},
   "outputs": [],
   "source": [
    "## If you only run this once, you can do it in memory in one line:\n",
    "##  This fetches the FITS as an astropy.io.fits object in memory\n",
    "#allwise_w1_image = allwise_image_record.getdataobj()\n",
    "## But if you might run this notebook repeatedly with limited bandwidth,\n",
    "##  download it once and cache it.\n",
    "file_name = download_file(allwise_image_record.getdataurl(), cache=True)\n",
    "allwise_w1_image = fits.open(file_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "1f6160fb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x7fb6cfdc1900>"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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yGK7Dg+VyWZ2dnWEFIxgc5oWZjx49qu3bt+utb32r3vKWtyQs0UqlEoYGmZ7FYlHd3d0BS/lcWF86y5Pv+trciyGpgp8hhIHo8vl8xF5bW1sDQnelixCs1+v61re+pW3btumUU05RrVbTgw8+qFNOOSWgTfeK+Y607KUVi0VNTExo06ZNQTN4zpVKRfv27dOWLVsC0iM72xUTf5aWlrRnzx6dfvrpcQ6OQODBQE+sxw03aRnGLJfLmp2d1cjISAKqRpiyL6yL5xJmQFG48cL6lpaWND09HQKzo6MjPFXojzWi3Ds7O49LFqvX65qfn1dHR4ckxb+h3TSa4fxBHLBWq2l0dFQHDhzQpZdemjAsEOo+H3+uKws30NgTEoGkpqGOMqrX61q3bp1aW1t16NCh4+bpZ+vGgP8OuiLWzbymp6d18OBBnXXWWXGuJCXm8/nYYzxLR1Fc5jAfDCj3oD2BDM+U3/n5uNFbq9U0NTWlbDab6Dfgxh7ywpGORqMR1Qfbtm17XLDwSinOSRgIZlLGyVTMZrO64447tGnTJm3evDkIFdgHJdjW1haE6oIShvQkD37HO12ZwPyuMDOZjNasWZMgKoehIF4XisCdwCwIM2JXvb29ymSacaXt27dLkn74wx9q27ZtCWYZHh5OxHbwZNJeEgwvNYWwZwU6tIow9zUPDg7qgQce0NDQUCKO5Urbn0NJFO9Ne1x4hS7UHEbnzNyzdkHlHiglTnj4rrQwfDzZR2oq76c85SmR0AXkBW24QnGEweP8bW1tCUXscHNLS4tOPfXURHIZxgw0wXvwIs4555w4GzfM2DMX0MRMMTwkhbCdm5tTe3u7BgcHj1NSCFsvL0vzGF6MJ+w5sjI6Oqp6va7u7u5ITMNb8TPmrBwxSXvyDhs7qpKGERuNRqAlrJ192rRpk4aHhxNGlKSIwbthdCIllw43cebsB/ApZ1Aul/XII48kIGh/B0YAa0jvsRsXxWJR/f39YRT29fVFvoikkA8YKVITbfJENxCTu+++W9u2bYsSOubnyVF4m0tLSzHv9vb2KLkigQsEB4Mun8+rv79fxWIx8VzWwZ/FxUXVarUIsSG//j2XCqzAwidh4Nn09PQcZz294hWv0GWXXRZZuxysZ1e6YHRhBSM5nMXnEd6e6OJeDZAwf6fhH48dIbgYpVIpmMDrZT0Bhfn/2q/9miRpeHg4voMHC3SdhnfS8Jv/LA2b+hrz+bza2tpiTTwPVICyHpKDMplMMD7vYC0YJp4oksvlomaP82Bf+dtRhLm5uURWKAqDNfC+Uqmkrq6uYGy8JbJg+a60DIc7bLZt2zZJ0he+8AW9973vTQhLhBO0Ui6XNTExkfBEPcaH93733XdHaQYlJm5AeOzOYVTfQ2Dpcrkcysw9WOiPZ7tBQrzVvWV+dyIv2OtDEcAoWOa1Zs2aSDDr7++P+KsrUOgQyNIFsO+5l924YeP8ybl1dnZG+If9doTGzziXy2lqakqlUknValXFYjH2DuPRvX0MPYevPY4NrczMzCiTyWhoaEj9/f0xP4Yb0R5HZbh8khRhEf+5K+xyuaxdu3apVCrFM+r1eqIe2dGelpaWRDkdRgl5FdBvPp/XxMSEZmZmggbcgy6VSvEz5tPe3q6hoaGYuxt/PLOrqytRKonxna7c+LfGinI9CcOFDoTlyR1ppZa2SiXpwIEDEaD3BBKs6BMpJxea/kxnErdGeWZaWZfLZc3NzYXQGRkZido2SYmEqYcffjiEW0tLi/70T/9Uk5OTwdD8jnlCwJ7k4fPi3z5PhnusCAZg3nq9GYv82Mc+FvARkK57kx6XTsONzI+YIO9cWFiIujj3NtOeg+8L++iQdSaT0ezsbCLeDITsHnkmk9Fjjz0WSIN79q54iaWeyChwOunt7U2U+EjLBiCIBlf1ofD4tyuPE/2bZ/CcSqWigwcP6iMf+YjK5XKUSmQyy7FF5ohxwXx4LmuDnlkHIQiMRYc0nQ7Yp1qtFh6Ml7D57+fn5yOngefj0fnzgKF37doVcxofH48z9s85EoTiSStJYsvlclm9vb2BagA3Y0C48ve/3ZN2mHRxcTFR2sY4duyYisVi4nte7sPP03Ct7wFGhqMgnNHMzIw+9KEPhRf5r8WwM5mMLr300jDM2WfOp62tLXi2UqlocnJSg4ODWrVqVaBUVAbU63V1dXWFFwvveoIapYQebiDuXygU4qydBx/vWFGuJ2EgCNJKCyJta2sLKAgLmgSEcrmsxcVFjYyMBBHh2fLso0eP6sCBA4muT1KycNy91jTc5Bar/6xebya3dHZ2amBgIOKdPAMh5zGlY8eOhWWOZe1CGeEwOTmpVatW6b777gul4nN1BnalNTs7exzR83m8Ha9JfNGLXpSoiaUsxGFL/9uNEhiQ+Be/6+joSMTEPPnMBenAwEAiS3hmZiYSPHh/e3t77M/c3FzM3elGalrXk5OT4Wm5oGQ9P/dzP6fXve51ymabxfBequTvY69dITl99vb26oorrkicL17K+Ph4Qgmz/460+PskaWhoSD/7sz+rW2+9VV/96lcT8LEnf3kyy+LiYiSBQXPAgNAXyscz2N0Thf7ceOrp6YmSIBf4wIIYN+w9MXA+R20yfEsnpI6ODg0NDUXMGgOC+bvCkhQelsdp5+fnAxViDhg3wK8gM55ot7i4GHNy3mHPWltbY131el1TU1Oh9FE+zhPMC3qgUQO/Q6H52jhz1t3d3a13vetdGh4eTiQsQY8eWuA71WpVY2Njuu6666IkiuQn/tAcw7OV/f0eO/f3sZ/eZYu62Gw2q2PHjiXkIrToZ/bjxopyPUnDFVjacoOIYfKrr75a69at09TUVMAuEAWMCBE1Go1EnBOPDY9AWs5yhWCYj3uznvru3X2AvyqViu69995EYfXi4qL279+fUH7PeMYzlMlkoiwm3SKxpaUlWvtJ0s033xzvRhE5s8OECHmPVyMcEX4wlMODg4ODkpY9Xvdy2XPe439zLktLSwl4VVIIF39/uuQGhSMtMzZlBvzMFWWj0VBfX188342HTCajLVu2RPYj58qeQgcIArwcBLKvxwWRZ5mzp3i7s7OzWrt2rf75n/9ZS0tLEfPq7++PpJv9+/cnIHFHF9xQk6RVq1bpiU98op797GcnFKrDrW58zs/P67777tPS0pImJiYiVudIgsOIvlfu4ePFYvx4OIG1ItzTcXL3zFHoJN8xV/YD/iL5y8/Ga4Phfbw9PDkUUldXV5wFCVNkTWMkkv2LQUOrPucBDx24MU5dNUl7mUwmkT3v3iX7hhHlhpb/PT4+Ht9h71paWhLoAzSLQnS5Q1a31Kxvvv/++0N5YnDyTLKLeaZ76SdyIDCQmAfnCe+BloyMjETuAigTdPR4x4pyPQmjXq9H7ASidOGDkIYhgQmBXIgrwvyuqCmbwHqlDAehPTExkYAsl5aWNDMzk4CSIXy8ZISuexLValVnnnlmQlhgubuH5Azo0JcrwVwup+c///m6+eab9du//dvhFbF2YmG1Wk2f/vSndeDAARWLRU1PTycYieQFZzDelcvl1N/fH3vhsSKPxXkdrgtS9mxsbEyjo6OSlpEATxhDKDrUxOdGR0e1d+/eaBTi3hLM73FV6IHfubWfy+W0atWqBF2h4Pke9OOKzmOOCFnmzhl7prmjC5K0efPm8BQcKmtpadH555+fmCPn4OcNmlEoFDQwMKCOjo6gEbJIoREEdKPR0G/8xm/oyiuv1O7du1UsFgPuxhtzaBda9phjGpHgnLq7uxN0jcHn3a/Yf49lkozkBjLlaSjBSqWiPXv2KJfLaXJyMoxjanKlpGHmsD97iofpShf+cmMJz9GVKc/iPb6ObLaZbTs8PKy9e/cGnUB/nJnHaZE3ra2tmp+f19jYWMRQ2f9NmzbptNNO02OPPZYwQjGK4NE0b7oBwPPy+bxGRkb07W9/O+FMUPbDcK/deQVDCgRrYWEh2r0ii5zXWEOj0Ui0V+W8XRk/nrGiXE/CAFoslUrBIFLSo8xkMuHB3XDDDRobGwtGTkOWHDrxmVWrVmlkZESdnZ3Rcg+L87vf/W4iWUlS1As6LFUul3X//ffr5ptvTnjF7tG1traGYobpuATAoRuEGIrEhT3xk46ODl122WWR8MLPHS6fmJjQG97wBv3N3/yN/vIv/1IPPfRQeFEkJSFo014j+z47Oxvn4N4M/08nDcGszHn16tWRdIW3g3BFKbtHyHsXFhZ07rnn6glPeEKiIYBb1h73cQHpBgpGEQkuCCvm78gHcKevLa0g7rrrLpXLZU1PTyfW7V5ANtvMmp6amtIFF1wQ5wtq4QgIAs0FudNyNttMuFq9enXsD/tXKBQSmbEI21qtpne/+9361Kc+pbm5uTCgiInCCwhqzt1pUEqGB/gOyXucE3uIwYTHRlLV0aNHj0vWYc2e0Ic3vXbtWrW2tmpubk6HDh0K5YtBeqJYbJrmPB+jXC7r2LFjoSScjtMeNnvCWfMe1trS0qL3vOc92rhxo7q7uxPNQfx7nDVn+ad/+qeBnOBZ+75KzRAIIQ7kCpAuEDP12I7acC7QIhA2z+/v749n8D4QAu+O5XIU+mptbY2+3JIiqRHaGB8fTyBHzMVLx9jzxzNW6lx/goM610OHDqm/vz9BxJ7EIi17S6VSKYQAROelKlLSw/D4pkOU0nIHFCAVZ+w0TIOyqFQq6uzs1A9/+EP19fXpjDPOSCgrLxxnTpDU3NxcxPp8TShvt7Z93S64/Pfz8/MaHR3VHXfcoeuuu05Ssx0ZSgQh4zFK4EL2yee3sLAQXsDS0lKsY2JiQmeccYa+853v6LTTTovnIkA5LxeGnF25XI6m48yrUCgok8no13/919XZ2am/+qu/SrSSQ5FSg8h8UIbO4Owd3wEeRNkwPxSJe+nQAPvA/1HWvb296ujoSCh5F+CcH/Ace5vL5RIxcjfcoBMEPZ2w8vl8hCuATSuVSnj9CF2HqTEs4AHm4uVJaY+I97NW6Is1uYfP591b43somPvvv19nnnnmcZnwnnzHXvGeSqWiY8eOadWqVYnSDjxtF94LCwuRHMgzxsbGtGrVqoCBQT4IeZBdm1aswLf83nkUA8Vj064K+D4Q6sLCQuz5nj17tG/fPl155ZUJHmBNtVotFLWjcM6D5XI5bv+CjoBgPWRTrS5fzMDeYpzOz8/Hulz2QVP1ej2xn44O1mq1hGFAv2ngeU8QhJZJ+Hq8da4rnutJGFj8KD9JxwlqGJDyFKAqlCzCxwmX7yCcUQJAqDMzM5KW6+bIcoWgiWNB3MRiJCV6dErLTJK2NmEyavmYC0IduI24Cu8iEQLmADoDwgEKGhwc1MUXXyxJ+vVf//WA1Nxjk5qKdXJyUpIiQzLddLujoyM8APcSv/Od76hareqmm24KS5hmBu5x8jwXTp///Oe1devWuHQBGK+7u1sf+9jH9IEPfCD2mD1DACFcXBiytw53OcyP8OP8+duhTR+ujFAIra2tWr16dUBvi4uLcVsMc3Xlylx5ttcaOo174p4bcrz7lltu0ec///kEDOo84HH5dEyMfSsUCpqcnEwgDb6/CE7KNzyZiH1NeyQO9TrE2NraqgsuuCAUhyttFE+xWEwkqmGYEQd1hIM1c/58Hs8fw3h4eDgR14UPp6amIh8BpcYanQ78hiDeMzk5GYaKJwG5J+nn4b2kTz/9dF111VUJHuD9ztuuUP3MeN7q1asjvOWIlmf1Qj/uSbthAZ2zZ4Q1XJliwM7Pz2tubk6tra0RjiB0ls0ud7djL4CUPSnr3zNWlOtJGJ4tB0QCEXNzBszuFqkzCBacJyhA4EAgKCWY2++CpT6MbE+PySEAULzE07joHQHvzAIx8zfvcK8Ji5F/f+lLX9LQ0FBcIZdOTHAvFoHe0tKiTZs26ejRo/of/+N/hICTloUdfxNPQ8AS83FjxC1c9vLiiy/WD37wA/3mb/5meIjc6sPz8f4dfms0GnrKU56iv/iLvwjG97PjHFyYuIByZerv8L32PXdPAeXh9OF74x5oo9HQ1772Nd11110Jb4d3LywsJOKeCGA3xPBep6enE14RtFgsFuOzHvrwe0if9rSn6Rd+4ReCfubm5hICFqGYNjq9ZnHfvn3auXNnnJOkmD/e17XXXquHH3448V2EKsrEz8oVo8fzoGun6Ww2m7hxplwuR30166/VaqHgcrlcoEBHjhzR0tJSGHicG3PhOxiprmSkJvSay+W0f/9+TUxMxJzTnnN6TZlMRiMjI2FMpVEivGaMXM4tn19uRQmtkKXt+8E6OcPx8fFE/bgnMCEDgWiZC1nNTvPpGLjLyY6OjsgF8M5vDvP29/dHngLzTKNOExMTERvHUHDjC4P98YwV5XoSBgIDa4sDrlar0eczHSeSktmgaYHocJj/G+jNYR8ES29vr57whCfoQx/6ULQjQ5h6envaS03HbElQcAHgkJu/G/ivVCpp+/bteu973xsWp6QE88IU9AWF2InDuMXtn0f4k6zU2dmpjo4OjYyMxDrcYveYm9Ts4nTKKaeE4eMelCtS9zb4s3btWl155ZXRs1lSeHnspysCsniZN4I5XV/JQDBRmkJ/VbfCPbvbhaqv8aKLLtIZZ5wRz/T3DAwMqLe39zjPc//+/dHAAC+FPXXjLJfLhXLBa6zXm1nrHqt2JIaz5Vl4g9BP2gNnzuedd56e/OQnq16vx41JnpE+Nzenz33uc7r99tsTBgq1o24c4Rl5fNvPyr3vtLdbrzcTfsi65T3seVdXV5zJt7/9bUnNMjKPH2YymQTak1bibpy2t7ero6ND5XJZa9eu1Zo1a44zLj1uC2Lgz3Da9bi+GzIn8nrdYGSPKEuCd91z7O3tPW5PG41mBy5vWeioBjzMHniSWnqvXLbguZfLZd19992JBjeOOvEs6IqfDw8Pq6+vL2HAcd7lcvlxXZIee9twzl0Z/78Oj7l2d3cH/Ccd36BeWi7fcI9Gagbq5+bmonMPFjXf5WeSEu3/PJ4qSV/5ylf0ile8QpJ0+PDhRJcet2BdKNVqtYgpeicnCN2TWTyZxteFl4XlzGe8eUSpVIoOKa7MYJCJiQndeOONetnLXhaeEzEiYjgITCBwZ9Z8Ph/X+vFs9gdhz94Bn3riRK1WU3d3dwgdh2fTCs0FLefoySx8lnPEY5qdnY3scPaeZ3FfKJb17t279cQnPlGPPvpo9K1uaWlJxNZOpKDSYQg34FygAtW5gbG4uBjwmncBci+M+mUSgvwMPLvWoWDCAX19fYnuWSgwKZkhKin6Vg8ODkaGbbFYDAWER+MJbGnPOJ3w5B7d/Px8wMGNRkOHDh3S5s2bAxlxo9cNEmBov0YQWcBtTYx03JPPw0vMlX3IZDKRCYvBAh2njT/2DA/RlR+f4yyYhxvvGG/E5Jk35wMK4HFhL+nxBCQ+f9NNN+mJT3yi1q1bFx21WB9hs/b29ng2dObOBe9nzW4gYMi5seU86AYCitnpa35+PuKqyOHZ2dmVmOtP80BhIQQconC4ij6WCFVpOagOE+/cuVPj4+OSkt1Y+H8+n4+EGq//XFxc1IUXXqjTTjtNn/70p4MwYeS0x4zVnc1mQyjgpbjQ5v0Ox7iw4fnAsRgDzA+DIv0M1sNcuru79ZznPCcSjer1egh4j2G5tVwul3XkyBGNjo6GAnWl59Yx3jVKnzWm47vsuSdh+H7hSbL2NEP759NwGfe4Ar15HBM6YvT39+t973tfJNoAFac9Fi/yx+hwSL/RaES8mOGeDTSQz+cjAzybzWpycvK4GHQ2m9Xq1asT7S0dSm9rawsDC1pCQGN8OkKTNrTYb5K/Vq9eHWs6cuRIYp4ITe9C5MYXyhXP3I0fYEpoRlIYftVqNXIVvLTMvTE3oDnP/v7+BP3Mz89rdnY28Qw3eDDoEPpu+KJgXb6gZFBUaQOiVmveYeoXmHvyEUYuhgXXKpLLwd6kwxe832Fxv2MVY0WSrrrqKg0PD0dSHs/LZpfr9tljEB1fTxrSRm6wd959jT+ORoD+EGf1ec7Pz+vw4cNBa25EPd6xolxPwnDhICkhhKempjQzM6NSqaTvfe97iQ4tLS0tUd8HPPHRj35UN998c0JxIkDTVqALvY6ODg0MDOiWW27Rk5/85ISy8cQELEU6RDmECiNioTuEh4A5URcnJ3RXMDt37tSnP/1ptbS0RAYpcTiPjwFXrVu3Lt7nCtwFMMIPJdrb26uRkZGEMty3b194eEDOXlbEnsDMHR0d4VXB0O5Zw9TScqwKaJT9o+Ro7969OnToUMBcGCsIKoQc3uqNN96ohYWFuMGFNa9atUqvfOUrYy9bW1sTiU9+/t6Ef3p6OhQbscp0Yw68A78cgP2o1+saHR3V61//ek1MTCQUC9/3OLujIO5FYqAgQBH6XmKBIvWwAXDwD37wA83MzMR8d+7cGXuDollcXNTk5GSig5bzH7Q0NzcXyIAjOPBCPp/XqlWrEjzp4QaUXq1WS/QBZs8xlom3VioVfe5zn9NXv/rVxDvpyDY3N6cPf/jD0fDBG+JnMs0r6xqNRjyrVColwkrunbOWpaUl9fT0qLu7O3odO09LSWUL8uFrwSNlDxluMMNjkhIxUvjI6cA/z++9JSZzcBnkvJc2xnxufMeRu4WFhShVdAi+0Wg24jn11FPjc9z5zLMfz1hRridpuPLzfpft7e36whe+oOuvv15nnXVW/J7hnlapVNLHP/5xvfnNb07UeiKUpCZhjYyMREIKQgVLsKOjQ52dnYn+m/zePRyHdSBWCBnviJZxnlj13e9+NyGoPDvSGeLQoUP64Q9/qDPOOCOhnPz5KG/fP5jvX/7lX/T9738/YbSg2Hl3T09P3H2ZznIk9oPXjkB2qPBEAiMNtbviYR0oYGk5LoTA8ssKfH+lpnC46aab9Eu/9EvhjX3gAx/Q2NhYCAXfC4ddXfjymbQgy+fzWrduXZTRTE9Pxz74c1HIXBfoBkyt1mwh92d/9meRLJJGKtjvRqMR5V3MzWnCjS4UFX/c+4ZX8BgnJiZ09dVX6/LLL49zvuKKKwICZd1k3npjAebpZ9jd3R130NJE5Vvf+lbijHx/PS+BgRdM5ioZ605Ho6OjMbdrrrlGP//zPx/Zs9A/8XpCGO6pechGWk5+RFE6IuZQajabjZ678Hl6bv55SlYwej1RMQ21Tk5OanR0VKVSSdPT00HLZOtjOPE9N55d8Tr/+4UJ8Bzv5t+OBPof1gHNgUIRP+3u7k5ceefoWktLSxjm1Wo1wnCPd6zEXH+Cg5jrwYMHo55PWlZWlUpFDzzwgJ773OdKkv77f//v+q3f+i0tLCxELGl2djbKEer1uv7P//k/GhoaijZyJyISFAAwId+FUBz2kJY9DH7nHqYPvueKRUpehOx3YLq3g7c0Nzen3t5eTUxM6PDhw7rgggsSjF0oFLRjxw6dd955ifpenjEzM6O+vj5NTU2p0Who3bp1IYTTMSj3upgn+04mqf/e0/49boSgRyDNzs5Gej/C1KFsj6XxO1e2tLTs6+s7zsun2cKePXtivZlMM3GK+BfvAV4DRuPMq9Vq3FqShsHTioE98X2DPr2nr6+lUlm+RNpzBID2HPLluRiM6Y5AGDTs89jYmIaHhxPJR0C7rAnPdfv27dqwYUMYDrwPBc5euefrCIp/b3p6OpAL4t9DQ0MxR88bYM5kp+JxOd2xvrQChtY5C3iyUChEWQnP8bNyg83hcveceWe6ucK/Jhs4CzqzIaMwrjCy3UvlufTlnZ2dVaPR0Jo1axLK+uDBg+rr6wv0g+ccPXpUa9euTeRvMBc/Q84L488haGk5M9j3yL1azoG4KvkMnrQIX0vL13H680F3Nm3atBJz/WkfHp+UFJm9PqrV5cu1JcVlziRpvOxlL9OVV16ZgD1gPGJcCEGYibiulLQSpeXOMgh8GP/jH/949AeG2CFMh4IhYIQuTM7PYEY+29vbq2y2eZfr2WefHd/zrNfu7u5EtxdpuXZuaGhIbW1tGhkZiftgPTZYq9WiRRt7yBo8powwdybke/57j/PgXa1atSph1fLsYrGoSqWS8PY8wcxjxQjptFJ+9NFH9eCDD6pcLuvP//zPdfHFF2v//v0R8/a+uTTl4FLnRqNZVoPg8ixi3wfmjJCp1WohJBmNRiPgcs6SMwcWbTQaceelw+VpzxBllG6D54J0bGxMDz30kHbv3p3ImsZT7u7uDuh4aGhIz3rWszQ8PKyjR49GJyT3NF3IYvy5F+wJX9lsNq4kgx5IEvMuap7pXSqVNDU1FfuLpw7t+HrhPYfs8TqhE9ANjx+60XqieCLPcvQKJepGEyNNz5VKRbfddlskWjr6klZ2/A1MXy6X9dhjj6m7uzsMXDdo+/v7I34LwpXNZrV+/foE8kItPnKKki4+A2Lje4txQH2xG67MAaODHAP2znnB6RWkAHrAEXAU8ceNFeV6kkZayWQyzSLlCy64QA888IBuvfVWvf71r1dvb696e3sT/Xu/+MUvamJiIoQWhOiCwpUHSgBmRlHx/YWFBc3NzQXTSsffRPPUpz41FAg1nB4/k5IXOEPIQC4e4/T4VFrRIVRghu7ubp177rnHMQJ753/4DooEb9Ovw/N5wmRY7Agjh72l5bpkGJXPuGLw5/Nev+uV4S0T+S6xVre4ed6qVas0NDSk3t5ePec5z5EkbdmyJWBOLj5gvpVKRR/96Ef14IMPqlqtamJiQrfffrtmZmYixOCQot/BCoxOwo1DshgbDkejQNPeRVtbW8LTJA7IICbon6nVapqZmQmvZHh4WBs3btSFF16YyCr3M/I6yIWFBT3yyCMaGhrSyMiIMplMAuFhDZyPC15PHPLELjcUafPJO2ml19raGrG4oaGhMHo8fs6a8biByZ2eoRNoqb+/X93d3QkUhzkStvCfpQ0mFB5rx9BDUWEA8ZyWluZ9vD/4wQ/CkHKa9yxaeAIDt15vZhlv3749ym6gI+ZGJ6lCoaCdO3fGHntop7W1Vd3d3Tp27Ficxf/+3/9bk5OTIds8EdKNiY6ODr32ta/Vrbfemkja8+HrmJ2djSvlCBGgpJGZJDSybqfDxzNWYOGf4AAWPnz4sLq7u0MxIticQWj+APTgcapCoRBlIEePHtWmTZuC4DzGwuddSKQ9sP3792t0dFSbN2/WunXrIiHELTsSKfi/GwSuJJzgeSfzcEiKnwHlSMtWJhAigl1ahs8QDMRMvPBfahZ4d3Z2qlqtanJyUhs2bIhn0EUIRevP4w/tz/xnCBNJAcs3Go3jkkocUuK7eP8YNQgkBNr8/Hy0SWTwLC/Tgi5QfiSj0PFncXExbh1pNBrRdnJ8fFznnXdePHv37t2BFDB3DBlHBNzoqVar+sEPfqCFhQW98IUv1K/+6q/qVa96lU499dQwkFyxAqOmPQH+7fF2NyQ80Quo8uabb1ZHR4cuv/zyUMQTExMql8sBMfJefyaweNp74t+uWKVkXaifIZ/NZrOampqKpg3+rPvvv19PecpT9MUvflEXX3xxwInpphTOh+RWMHegSrwjFDi85mvwUEV63e6xOe959ya84JtuukkXXnihNm3alPCI+QzvLRaLYVRnMploE4ryy+fzevjhh7Vly5a4/J1s5v7+/pBrJAT97d/+rb73ve/pH/7hHxLlQ87nPLdarero0aOBSGWzy1nEaW+9Xq/rgQceCMOqt7dXs7OzAU/X63Xt2LFDp5xySiSAMfDAPdZdrzebmnAloycAbt++fQUW/mkdHvNzD8uTiWh56AkDQKXAcPV6PQqeIVRnlLTFLi17pNyas2bNGp1++ulxebmU9EDTjDs3Nxf3TPqz/TOudFww0E90bGwsiHt6ejr6J9PFxSEs5gu86pmMzM89eEmR2OMe2fDwsF74wheGte7Zu3wO5eTxRQQsSRidnZ2hoJzBfd1uDODVkEjhn3EDhr3CSnfl4PEgvEIyGBuNhnbt2pVIIkP4eVecM888MzLNXbE6HMw+pD2fzZs3693vfrck6frrr9fAwEDCKOKs2Qf2zC8UcCXLXjmdnMhLfupTn6q1a9cmDLLu7u6geVfWJALBP6yTuWCcOnLiyJHTKXzipR1DQ0OJz7Fn3d3dWrNmjU477bQwaLitiWc5hMucfa98f/yyBUeOHM1w3uQZoAMgEShRjLd8Pq+NGzdq3bp1KhQKevazn63169crl2u2kITGfG61WjNb35W41ITsC4VCzIekOObY1dUVhl8ul1OxWNTc3JxyuZxe/vKX6/rrrw8YnhgvKJjvB3Pmfmu/qYb9wUvNZDK64IILNDIyopGRkbihC4SuWq2G4ZLeT9aV9oiPHj16HL3+exKaVpTrSRgkQ5woDonFigDAqoLYgP8Q2N3d3YmaNjwmCAqicKKRlmvR2traNDo6GgKu0WhE5x/e6V5rT09PGAMwMULdLWr+7THQlpYW9fT0xDOYi1vxND4gQYn9gdH9nsr0AD4fGBjQ6tWrE1Drb/3Wb+n1r3+98vl89KKdm5sLuMxhRxckCKfOzk6VSiXNzs4mSn/cu00rp3w+r97e3vBmOJddu3bp2muvTcR1HFr2rG9XLHzOlcbi4qJaW1vjzPzM16xZowcffFBPfvKT9eY3vzmSQIgBI3z9DKEN3jM/P6+jR4/q+uuv1/vf/37dcccdcQ8t9APUydi3b59mZmYS58rfjs64cm80GvrqV78atYV05dq2bVsoUowLr7Vk7z0WVqs1W+7h5btH5PTPcKHpxgZQbtow8HDLtm3b9NBDD2nNmjWSpOHhYa1Zsyaxr27kej0o/OG5EDt37oxz8KYV7JkbR04HPMsvoGDPstlsonZ5ZmYmkq5OJCMcFqflp3vdvb296urqiq5pAwMDgRhw36obcK2trRoYGIj2g319fWH0IksmJydD5mH4sGfcVeuoAnPiva4EJyYmVCwWY0945iWXXHKcwcp30glSkqJumu9MT0+fEG7+10b+x39kZfxHD2cQTzhCkPoBU5u3cePGOGiI3C13z9jM5XLByPyO7/FO9357e3sT1015nJTnewbt61//er3xjW/U2WefHULJM0/Tnq97aeksUbrzZLPLN3VkMs348+LiYmRfIswZ7hlA8O69IiSWlpbU0dGht7/97QGNEcsiyaRcLkccmn305uN4AZISbReZN9mNzvSZTCZxV6lb/52dnbrqqqvivB06HxgYOGHMj/gdAmd6ejpKeZgT8T73Cvr6+vSRj3wkvgu0x77zMzcYJIU3wZpbW1v1S7/0SwlDAhqpVCrasWOHzj77bHV3d2vt2rURB+WWEQxDQgF83+lyzZo1ia5crkycHnt6egIKn5iY0KpVqxJGyNjYmJ7//Ofry1/+chhcbvBxRp6f4GdH2Qyevs/BPVzOyeOWTvdSsuuS7x1KECWSyTQ7Su3cuVNnnnlmwiA5fPiwOjo64ro051UuyIBG4EEpedl5V1eX3vnOd2pqakojIyPRvSiXy0VuAD9jb6Rmz166m/llEDzblRTJl8gYnoMcOpESgw/9Dmhpubb08OHDam9v17Zt22Lv8NSZf7pMsK+vT9VqVVNTU3GdJshYo9FINGdhrzDo3EAeHByMdQHlr8Rcf0qHtz8Er3eF6QyM94JXRb0bkG6t1rz1xe8XTd8G4YraBQtMAVHyuRNZgUAvxDrq9boOHTqkoaGhaJcIo7kQgkCf+9znqlAo6Itf/KJ6e3vj80CbnnF88OBBDQ8Px3NJiGLdQHuuHPxP2rp1xe/C172+b37zm3r5y1+uP/iDP9ALX/hC9fX1qaenJ6DJhYUFrVmzJoRGeu+cfRzGTgtyZ+JKpaLJycm44s0T0NxQSEOumUwmkpceeOABHTx4UOecc040LfcaRGgHoYHgLZVKES9uNBoaHx9XR0dHgr4kxfr9jB26xYtkL71MB/SDxJ7FxcX4+T333KP169dr3bp1khR1hJRzeOtCwh3lclmlUikuYiAeh+Lw2Ct0Mj4+HlAuhtyJYu0OEXoOgN8p7N6OpETWrJ93Pp+PSygcCQLVmZ2dVbFYVG9vbygFnu9K0Q1VqWksdHV1hUHs0CSIQTo+j9GXNgw8n4JQAg1b8ByhUww1wiyukHiOoy0YlIQUvD7VL6tIQ6uOlHCOhMD+6I/+SP39/frt3/7tBHwO8ubGvBtI8DflNu6UODyP94yiRu56rBnabjSaYZ7Nmzc/rpjrinL9CQ6U65EjR6JNHcTpTOpE63EAtwQ9q43B72dmZiLbk3ek4ziSgpj8GTAO2X75fP64pAbvl+rPdMZHKQ8NDUlqQoWDg4PHQZ0ugPieC3kX6Ol4JcPhbN8TmA5BPzU1pa6uLg0MDKharerQoUOJhJ9/+Zd/0VlnnZWACNMxuXq9mUS2Zs2ahDfohovP5URw08LCgp72tKfpQx/6kC644IKYs3v88/PzGh8fjw46PHthYUHFYlG33367rrvuOl155ZX6hV/4BZ155pnxWbwGMrvdO56fnw/vcGpqKjz5jo6OeIfUFPBf/vKXdfHFFwfs53F19ywRjC64OBePh9dqNX3oQx/S0572NJ1zzjkJYxABS55BWpnj3SwtLUVCiiMy6TIt/kZp4hl5Ap57jT7Xer0ehl8ul9OxY8eifta9Vuct9/jTMVV+/vu///v6yEc+Imk5ucxjw9AOMChGEEZvtVoNeuLdxWIxPEqUITzEXN27htf4rPeK9u+gnFCQjtQgA9x492fgKKBUQcNALsgWpxMY8+PfZC5T04+8o0rBYXlfn8sPaRnBc/o/UY5IGiXy/JVMpplASs5EoVDQli1bVhKaflqHE70zFZYjv0+XgEjJvrkOY7iyovg9nZwAoXk8w3u98n2PfWSz2RDYCCu+w3w82O+2Wjab1YEDBzQ+Ph7t4rLZbGLe0jJjFgqFxH2KCIq0B+eWuK/N98chK9bzta99Td///vdVLBZVLBZ15MiRxLmQWcjee9KLQ7fDw8MJpeLeO/vg8Tb2DQGZzWb1kY98RKeddlqcEdeyYV3Pzc3pvvvuSwhzBNORI0f0uc99TpL09a9/Xa997Wv12te+NroI4fH5XjCop61UKhobG0s0zXeFKUnPfvazIzkEWvDYnOcN4K34u3wvG42GZmdn9bKXvUybNm1K9LSdn5/XF77wBe3duzcUhitXDDmg17Q/QMzusccei0QbYEDohz/sL3tNBjaeKLWVniToZSlOr3hy0Lpn/zcazRgdcyiXy6FYJUUs3hErntfZ2RkGkBvgaSNAUqLLkp9RGglJyxRq4KWm0c88fb/c2HPlhCfn/wY2htcwOtJeOUhCGuEAKWAtlOVgANTrdU1PT0cuCPNx1IBn+bl40iBrc6ONZ6Vpis9gGMBP/56EppWY60kYDkthJaJ0TnTgMAajVCpFzdWJiOJEQtWZFKvdE0rcqvWUdCxJ/s3AmsTjSXuXfJ94DszqygoBhxChXIZnoExIgGAOQFoO+3rpiu8Z+7GwsKAXvehF8fO2tjZt27ZNt9xyi6anp+OqKT+jNOyLV8Lv0x4He8f+AMNmMploMEA/5NNOOy1xZm5I5PN5DQ0NaXh4WHfeeaee/vSnBzSXzWZ15MgRfe1rX0uc+9zcnM4777y4VOHBBx/U6OionvrUpwak7TSVy+W0efPmmGfaSPBzYD9RTNCpowvQCZ9zrw4BiKcCZAj95fN5nX322dqwYUMiQcaHeyj+O2i9p6cn4vMIRQSzC0TfZ/e2/XIB6Aulunr16gQdsF/+DDzOTCYTtZje3L+1tVV79+7Vww8/rG3btsV+k1iUTpLLZrNxR2tfX18C2nTlivJAIaLg/FmckcOh7nG7geVGM7QMQuD0mc1mo5SsUqlEfgHfLxQKEW5wunJUyb1lnuM81N7enujFfOaZZ0qS7rzzzkSGMrkTGI50l3KeYU89OY45kNWeju+7sek5LI93rHiuJ2G41waxuvVM5xcIy600z2Z1L8OfieCDSNxjPJE1itCCQV1wMoA5XZm498Za3CPxuJS/q1QqRZPxWq0Wt220t7frT/7kT6JUhzl7Nq+/G+sSL4zP4PmRrITw6uzsVHd3d3hiAwMDGhkZ0ZOe9KRowZa+BN7/uGXO/qVhKebnwmR8fDyyHj0T9ETNLXwvzznnHF122WVhDNTrzdq7f/qnfzqOpl7zmteoo6MjGhQcPHhQO3fuPE64pNfDe4lxVatV7dy5M9bnCMCOHTs0PDyshx56KM4UZeRnzNrdOPQEHjwUaLetrU1nnXVWJJq4woCuKeXwzHWa4mcyzf63g4OD4Q0++uij4QH72lkLvECiHDTP2TtSw9+sjb3BwJyamor5QQ+OEHGuPT09uvjiiyNkQ6e1e+655zjFIyVDCjxzaWlJu3fvjr7K0Fw67ONZ1M7zeIvkL+CZpZN7stnmRRGlUklf+cpX9Oijj8bc2Cs8YBQWdd3FYlH33ntvIBlOf264wQu8U1pO8ATBajSWy9MYk5OTkavAmZEzAI1g7BG6ciM+HbNmLd7ohL3hrCUlStsez1hRridhuNLDGnSLqqWlRXfddZduvfXWRJmNtHznopS8Is0VrsdG0l4vjMH7IXoXKlIyCYeA/4ngE1egfoOFpPAcPDbLzT8kshSLRf3whz/U6OiolpaW9MQnPjGRMHIiqMsTl7Cqh4aGjjMo3DtnPu4953LN+kUyMd1alZQQAOnf8TOpyXRHjhwJD5ozIcty3bp1Wrt2rXK5nB577LEo78AwcM+XPZWWFfDS0pLm5uYCvrvmmmv0lre8JTxSqVnH6klez372s/Wbv/mbiQxyztXXxxo9Fkl83Y2Ger0enhRrI7Euk8kksj1RXChe33s+y7t8P6F15uONU1jbiZ4DTUB/s7Oz+q3f+q2oN+VZrsD4rBuk7AFGlgv/9N4xT4yZgYGBEOp8FiVBP2hHddxAvPDCC49DRDgHlAh0m802S6w8UQcl7tm+bmA7DO4GhRtAbtC4V5nP5/WkJz1J69atC9kwPT0dKA6fZy84x8nJyURowuncEymRUw5Lo6hnZ2dVr9cj8e/222/XDTfcoK1bt8b7qChAKachYOgXGHpubi6u6PQ1Iv8Y7gw476dp4t8aKwlNP8FBQtOBAwfU19cXVqTHVmEG4gvr169P1K3xewiFm208QA9EijDweCTXlUE0npTDgFkRcrxfSjZtkJZhNhiN70uKzEnmdP/992v79u1RGpDJNG8GaW1tjf3Aq2CdtE1Le5JYrPV6s5duNptNXNhOpjFen3T8hfSs24WDXxbthofHvdIWfrlc1qOPPqrh4WGtWrUqEkH4DLW7u3btUi6X06ZNmwI6RPAhCEZHRzU8PByeRBryxstfXFzU9PS0duzYobvuuku/9Vu/pcHBwWj5554MJQl09WJeLsh93xmu8HO5nKamppTJNPvEAuGTbOUwMErZvUXqcV2hu5fOPKA9RwUc5vW99zpxFFl7e3uUXFAGBCpEti3eirTcwhFF4GsBjvTzRzk7b6QT/fL5vEZHRyPDl7n6Hvv6PJnN4Upognl5KMWhfPaYzGlgbZQaxjj8TjITw9fqZ+B7Ab1MT09HQ3+enY5D+jVu1EH7/rkBzPsXFhaCfxuNZaiWphqs595779W73vUufepTn0ogIJyrQ9aNRiOh4CVFhzV6HfOu9PmDtoBO0BWsUCj8527c/7nPfU5XXXVVJMHce++9x31mcXFRb3jDG7Rq1Sp1d3frRS96kY4dO5b4zI033qjTTz9dZ5xxhm666abE7w4cOKCrr75anZ2dGh4e1u/8zu+EEmLccsstesITnqC2tjadeuqp+sQnPpH4/ate9Sr90R/90b97ffPz85KW28W5NSwpPKq1a9dG5q5bYfPz8yqXy9HQ3hNuHJ70+EypVAplhVKniTUK2C1dh29IOMArY94o1PHx8USiAeugkTzCcmhoSNlsNrIk6/Vm7+D+/v5ENxkEsKREMbgnO7ngJkHCYXMsWTwqNx4YPIv14q140gvCheEwX6PRCCWzdu3aKDXy0iGPb23atCnW6l4h9aotLS1atWpVwlhqb2+PVocYCb29verv79f69ev1zGc+U9dcc01Y916L6MYH7wPeHxsb065du+I80zF+Nyw4i97e3jCCOjo6Yr84X94HFAntsbeupFy5OG2lERVpuXUlZ+VdefgOCWgYU+Qk0HPbE/focnXo0CHdcsstiVITBCxXpPEd9zx9b6AJztqRHzdu/9t/+29as2ZNlHeB3KSVDH+jvDHegCydPz1ODkTvkC17AV9Ix18Okka3vBTHETMuS+fOXvbQaZe183uyutPoD+fP892Ygj4jVj4+rvpNN6n93e9W/7XX6op3vEOfnZ3V0Ktfrd4//mN1fOELyj72mOq1Wni6nB+Oi3vObW1t0WHMYWX3ojnv1tbWULw9PT3/rqb90k9pQlOpVNIVV1yhl7zkJfrVX/3VE37mjW98o770pS/phhtuUF9fn379139dL3zhC/Xd735XUpMh3/CGN+jjH/+4Go2GXvOa1+iqq64KgXD11VdrzZo1uv3223X06FG94hWvUEtLi/7sz/5MkrR3715dffXVuu666/TpT39a3/zmN3Xttddq7dq1evazn/1/tT6sSzzJhYUFDQwMBAPTVcY7ubg3QF9i4j7uBcBUKEveQ0G8pPCsEMCu5J2hHLqcm5tTf39/eFEIBu5qdauT70Kk/L1x48Y4G5jYvXLmgoJ0aBFBkTYEyuWyvve97+kpT3lKYk8c1nNvwL1XYDSHst0Tcohs79692rRpU5wJg70i+QIlkob6YWwXiFjxjizQKABl4F4FXizGCXPp6ek5zpNh3XNzc5FR6uuBJtLIA+fNfNyL92J85ua1rryTcwHSlpTYCxesnDF0Reyro6Mjcek3zwRd8L33dbuBx557rBZhn81mtXHjRq1fvz5xZk4vvMMVDiVqxN4dVfD1cUaUgL385S/X+vXrI4HJ4UaGG7NcrcbalpaWAnlInws8BR9zhp6Al060c2TBvWP2p1gsRgw8m80GCnDKKadIUsRXHXFjvn4hA993vvOEuLShIkmNWk2t3/62Oj7+cbV87WvK1Ouq9/erft55alm9WtlGQ5nFReVvuknZD35QklQ75xxlX/UqVV7yElW6uqJRjMe9S6VSwsgjNACK5oYd/yYcQc7Evwfo/amGhfft26etW7fqnnvuiXpAqenar169Wn//93+vF7/4xZKkhx9+WNu3b9f3vvc9XXrppSoUCjrvvPN05513SpKe9KQn6f7771dPT4++/OUv6/nPf76OHDmikZERSdKHP/xhveUtb9H4+LhaW1v1lre8RV/60pe0Y8eOeO8v/uIvamZmRl/5ylckNT3XLVu2PG7vFVh4//79GhwcDAZGmczOzqq7u1t33nmnNm3apLVr1yaYEELN5ZoNviWpq6srLCqs9UqlEswhLd+rKS3DWSgfhK4TtzO997mFAXO5ZsE/iklajk8CObE2j4lgcadhpPS7YdylpaXosMNA8Pvn2Vf3UICjvAGGx9ukZEaww0ooPfcujhw5ok2bNoXH7l5vGm7GEzpRwhKfS7OdK0RnbocB+RnnC7TFOaHAvKYQ5U1Xp0ceeUTPfe5zEzBsWuE57OhoCnRBoT1n54LUjSOMgmq1edG0nw9KhGdzJn7WdB+CR6A7vCTWl04kgi68u5XD1ZVKRd3d3bEOh6VRTig4ztDhV4/v+Tt5Dt+fmZnRnXfeqac97WlB88T+HG5Ne7C8G352ZY+C9xwIvOxcLpdQ3swJ3uN78HLa2OZ6QhS4e+GOEIAy4LmCiHh3Jzea3Vjmefl8XgsLC4ms/0ajIf3gBxr4nd9Ry8MPq3r22Vp6zWtUe+YzVdu4UZns8s1V0V5yfFztd9+t/Cc+odyXv6xGd7cKb3ubZq+5RgODg7F/t99+u97+9rfrn//5n6NphqNwaY8aiJ39RTbMz89r69at/3lh4R837rrrLlUqFT3rWc+Kn5155pnatGmTvve970lqQlivfvWrtXbtWq1bt06ve93rohTge9/7ns4999xQrFKzpq9QKOjBBx+Mz/jz+QzP/78ZJxLQlUolrOzTTjtNIyMjIbgQSAsLC5qZmQmvgBiSC0YEBBmJCB4yE1EyMClED/QMc7jgcNhZSva+dWUkLQtbj5E6xETcyZOKGMwf5UB9rT+X93miE3dveocioHNvFecdWtIeHha3tOy9As/m83lt3bo18ay0Vc4el0qlyEZGqLA2jx27l8QzHb525KFWq0XCF8rUs5rds/JYO9AcvWBHRkZ0xRVXJArx01CkCy7OzfecnzsEl876ZE5Ah9BKS0tL9J7FePGEs7GxsXiOew2SwljiPKhppFm9Z9GXSiUVCoXYHxQ9MC8lHMwB+sUzJxOXM4Ru3WBxiNuTrzxRqqurS+eee27QezobGLr2THzeg+HKZz1jnpuB3EijZacrN5QqiAohEqcRzjcN4UOnzpd8XlpOymJOriCRLWml6u9YWlqKZijValWNxUV1/smfaPV/+29qtLZq+sYbNXvLLSq/+tXS1q1qSJE8RhVAvV5XdmhItec+Vwuf+YyK99+v6s//vPrf+latfdWrlDl4MN7b3d2tZzzjGeFMsN8YjdC216LDj25IurH848Z/SuVKEozf5CJJIyMjGh0djf+//e1v18TEhCYnJ/W7v/u7ie+7YuW7/O7f+kyhUAjm+8QnPvG4vdb0QNjShDyXywVzrFq1KhStw3ivfe1rtW3bNh08eFClUikYbnx8XGvWrNE999xzHLzhiUde9F+rNctV0h4Dyg/BJOk4BXui5BL3erxher1e1+rVq9Xf369arRaWezq+7R4dc2A+nlCBoKYROXNibS6sgWFdSbnC42/fs2w2G2VQLoiJCxKjcUGBUuIZbrwwP08wYc/x8CcmJhJzuv/++/WFL3xBX/va13TkyBFNTEzo93//9zU5ORlK0+uLUQyegONniKFAgo17qh5HhGbYS++0w3llMhm9733v0ymnnKJPfvKTsR9u7LjR4fE05sW6MYZmZ2eVy+Uix0JS0Df0hpKApg4ePKjDhw9r8+bNWrNmjR566KHIK2hpafbOdiPO300c+ujRo4k549398Ic/DMXvig8DLi10ma+vGdrh4nD22BU1/4d+yIGgExH87wZpJtPMjPdwhpfSwO/kVIyNjWlmZiZ4g71nHzgfSYlQka/N6cOhYFAA6I+fE4d1I4K1kmyWyzV7Gl9yySVqWVrSwC//srr+5m905HWv0w/+8i81e+65WvoRz0F7xWJRBw4ciAxq+D4MjY0btfC//pcKN9wgPfywup7xDOV27FA2m9U555yj3/3d3004DV7H63vBHsGr8A8/e7zjpCvXT3/60+ru7o4/3/nOd/5Dn0+v2JMx5ufnNTo6qiNHjujQoUM6fPiwpOW4KATszOHwE4QF8fz8z/+8pGZjhn379umuu+5Stdpsk/aXf/mXYQykS04gbJKOsL4GBwcTjORWOv/2rFPm571T3RuUlIBgPQlLOnGPXbdwJUX8FujPhT5749Ale+VXbWF981n21yFH92r4v3t8rKNWqyVu5UDROnzEWVFHi8GUhsL9XLxpgM8tk8notNNO0xVXXKEvfvGL0cryj//4jzU0NBTCL10axbP/NW/HDTVP+vKED4dUEdQuROv1ZrLShg0bJEnbt29PlE05DbE2vE0+09bWFi0coQ8QAwxAaNI9ZZo6gCasX78+Ibx3796dSO7zjFfWz57zbDqZcZ7QwBOf+MSgn87OzjDSnBfc8yVWznt879y4kJqGwu7du+MmKhrU8xyUlcsBR1hQxOVyWYuLi5EciZJ2aLq1tVXr16+P2CmGLbcnzc7OamJiIoEuAfm64ne4nM9hfGF81OvJhEPmwh/m75UK2WxWXdms+n75l5W7+24d+cQntOGDH9RTnvEMvf/970+gEdDr4OBghD/wYgkjhXHzrGdp+hvfUH3dOnX93M8p+6N6b89L4JnwBevAmEwbnbVaLTL0Jenw4cM6dOiQjhw5otHR0TgHHydduf7cz/2c7r333vjzxCc+8cd+Z82aNSqXy5qZmUn8/NixY3H104/7fjqzmP/z/X/tM2RlPp7xpje9SWvXrtX69eu1ceNGnXXWWZKSfYTd2nQlwsAyzeVyeslLXqIjR47o/vvv18/93M9pampKUtPi/KVf+iX19fUFvFuz7DkYav/+/RHncKXn73TG8aQbZxw+B5OkYzyujNrb27V371595zvfSQgdhPKBAwci6cWf7wkXrhBgsnK5rIcffjjWh5D20ghnTNbsQs7X7hmYrCuTyWjfvn3RbYb5kR3J9xzeZu+9TERK3t3ryso9Ns6E/sfvec97dMoppyibbba09PpmV14OU/twBcy7UEAMT+xYXFzUwsKCCoVCQkk4fJbL5fSCF7xAR48e1SWXXBLGEGv0kgbo18+DeXFO/Jmfnw9UiPfh5bBmnktM0mNel1xySQhP9yy9TtwNxpaWlriX12lkdnY2lC9K371Xp0k8WTcmiM+7ocpzoT+ua8PY6OrqitpiEsugoZ07d0amsKMm0DsGHOvyP/AKly9A73itGIbsKUaGn5XTFP/mzHk/tC0tl9rg9cHH7JekBDLU8cY3Kn/33Zr45Cc1de658S68aEJEGDr9/f3BV04TjUYjuqFlMhnl167VxGc+01SwL3mJalNTCaPLjUE3rP13eLcgB319fWFYnnXWWZEQt3btWr35zW9Wepz0bGHu9/z3jIsuukgtLS365je/qRe96EWSpEceeUQHDhzQZZdd9mO/f9lll+l//s//qbGxMQ0PD0tq9mjt7e0NBXjZZZfp5ptvTnzv61//+uN6PuO9732vfu/3fk9SkzBLpZLOOuusOERpWSBxuG75u7J1YUoS16WXXpqAaz2zLZvNqlQqBRT28pe/XLfccote+cpX6s///M8ThdzusTk8mk6hR+jB/HiFkqJYnjgwEFQu12zQvWXLloSVyPtXrVoVyjJdA8hwiJUYlXtXzF1aFoQIF/aG9yGY+Q7MRkKQJ0zUarW4u1RKJtu4x+3eIv8m9sp9uwgY4q54PV1dXUEfrvhzuZyOHDmiSqUS8V7OGtpBYCFgvIbQPUCyRr0chVrZnp6egBhrtVoCOmbPMplMJND19PRE5rl7htADa3EDghg0Z+9GTyaz3PmKcqr5+fkEVJvJZOJ2HAQfSuPIkSPHdQLiMygcVwoYYu4d12o1feADH9Dzn/98bdiwIQEfQw/csMLZseeZTCZCIMQ0161blzAwKJvDex4ZGUkIcUcQfA25XE7bt2+Pz1Kv3Gg0jqtndgMLpQ4fuOLgXBuNhgYGBhKKxGPcfBZZ4LFhRjqvgLXiELA/aRkSCMKXvqS2f/gHTb///Vp64hM1kMnogQce0MTERGTmc/YYSqyrWq2qUCjEXgKpu+zIrlmj0t//vXqf/GR1/sEf6ME3vlGbN28OHvL4tvOd07Eb3plM82YjSdq5c2fUMEvSqlWrlB4n3XM90ZiamtK9994bbdgeeeQR3XvvvREP7evr06/8yq/oTW96k7797W/rrrvu0qtf/WpddtlluvTSS3/s86+66iqdddZZevnLX6777rtPX/3qV/X7v//7esMb3hBC+rrrrtOePXv0u7/7u3r44Yf1oQ99SP/4j/+oN77xjY97Hd3d3dq8ebM2b96sTZs2af369ZKWCde9J48rHTx4MOK6bmkhwNasWaNrr702epd6XA/BABMfPHhQn/rUp8IIueaaa+LuUjoFScmm4KOjo3FjCoP3ILwpd4GQq9VqxIJ5vhMqChTFxvt6e3sDGvPidldkvN/jRmvWrAmvzmNhQEYOVbLnCC+EkgtPBIvDh9Vqs9kFDf6Zt8OdKA2gYKxd+iHTeIE1OKzrjSRQEAsLC/rwhz+sRx55ROvWrdPWrVsDNnbFgaJ1BYggnZubS+yBl8vwc87IhbDXGCPUEJ7j4+PH0Ys3ImBuY2NjOnjwoJaWljQ/Px8Kh70+ePBg4uJu9sbhXG8OkMlkoqEKv+OzeGagSZlMJpEB7LAf83vkkUd07NixMAAQ0u94xzt02223hYLHMHDl7vCsn4V7OM5HNPzgbGjJSTtOpyfyL5g/Ct0NKfon43G7kSkpanrd6OLf7Jcrn3379kUuge8TtOi1tRgq1Wo1eBX6A+Fi3p4Mx/ugFRRgZXxcrb/xG5q94got/eIvBvze1dWl008//V+9tg9Z09bWFmEwYHIamvieVNat08Rb36q2v/s7bdu1K5GtXq/Xo44+7dnzb2iTvcEYXr9+vTZt2hTyncqMhMw67ic/BePGG2/UhRdeqKuvvlpSswTmwgsv1Ic//OH4DJbmi170Ij31qU/VmjVr4qaQHzdyuZxuuukm5XI5XXbZZfrlX/5lveIVr9A73vGO+MzWrVv1pS99SV//+td1/vnn633ve58++tGP/l/XuPJ+FCKeIMJIakLSWKZjY2Px82y22Z90x44d+rM/+7MgXpia8gSpaYXNzMzoj/7oj1Sv1/XCF75Qhw8f1hOe8IQglhN5IOVyWdu3b9cXv/jFiG+l458eq4TwOzo6dOaZZ6q/vz/h9bhCwzN2CxYFS6MEaTl5xPeoUqloZmYm4DIYwhO00tBUuobWYTDe49Y+70JZAjNt2bIlmFJaLuXxz7kA4t0f/vCHdcoppyRKW1zBunfDs+bm5vS2t71N119/fdAAe8nc3fKOOJN5Kx4zqtVqEZNCWUjN5BAv1UH5FYvFmBPKS5I2bNig1atXJ5Qv3/VmC2eccYbOPfdcTU1Nqbu7W5OTkzHnXK7ZCpLLBTx5hn13T4z9HhoaCi+B/aBMAmiSeCL05fCkxxBPPfXU8DKYc0dHh3bv3q1f/uVfPqFwhT+hvXRM2Q3ff/7nf9ahQ4ckKfgLQ4HyH6+TdT7BiOL5wOfsAx6Wl7t5LNxvlvESJt8T1lWtVjU3N3dceITvuLHmSrder0eS3/z8fAIdSCMG6TwAV3qH//APpelpnXXbbarVj29X6rXAnNX09HQiN8CNShwNaBwnoVqt6nvnnKPihReq633vC1pkHoM/Ktep2xzcq/X9cb56POOnus71v9qgHnPv3r1x04ZbrjCUw8P79+/XunXrEnFemByLmp+5pVWvNy81P/dHcYzx8fHIzPzGN76h5z73uWGFpZn1scce09DQUJQDScn7SD1enM1mA1JdXFyM+i/3PEZHR3XjjTfqla98ZTCdC3/vbpOOo0DkBw8e1Pr161Uul3XDDTfoF3/xFwOOGxoaCiWL58r+ATk+/PDDGh4eDmUBXIuAc28FqBBhQHzMPQSv6XN4HK+pVqvp8OHD2r17t57ylKckYpZSMpblhgoeC6UVKBk8CTx03sEeO9ycVrruZTQajYBd8So5x9HRUT3/+c/XN77xDQ0MDESnJYeivbnF4uJinBn0d+ONN+rXfu3XJEmPPfaYHnnkkYiH8h7WynNQsJxHOpPcvXZ/BnuThu7YDzfsOBtfE3Mi5u/77YKe97kX5RB7oVDQ/v37tWnTJt1999264IILNDg4GOfsdHz48GGtX78+lGi5XI56/nw+r4ceekj9/f1hyLBXtPTkjlcUQLVaVUdHR+RaeHevY8eOqaOjI2KuTsNHjx4No5YcCToquQFNIhn/hndJSqPbEXWgnGc6ru9GbXVpSd0XXqh/HB3VjS98of76r/86cRsRLVqhBZ5bLBbDcGhra9Pc3FyEoXxMT0/r0KFDqlar2rp1q7Zs2aJ3X365fuf22zV3662qn39+0KwbIe59O29iWGSzzUqCjRs3/tetc/3PPjwGIi0nLbllidDfsmVL4sDTUCAK4J577tFnP/vZhBBavXq1vvOd78TtKJlMRp/73Od07bXX6pvf/GYIMRgHuPKMM84ID9ShMWdQVwieFg+c7Eqhq6tLP/MzP5OIEfl6vOzIE0EYuVxOa9asCS/lwgsvVGtrqwYHB8NIAaammXy5XNbExEQwEfHLjo6OKM53KxUYj2bvDh8jHPkDZAVakIaw2LfVq1frSU96kqRlReBC3T0hjIu2trbw7NKZ1mno0/eS/7vhwh56k/Z8Ph8JNO5VSNLAwIA++clPhtHFfjscy5wXFxcj07RarWrXrl2qVCq66qqrdOWVV+r3fu/31NXVpYsuuigSD9lHV4hAjCTUsBe+76yFdzt9eQ6A85Z7N15qAc2BhqCcvEcuChhP0stgOBP3kD7zmc9o9+7d6u7u1tOf/nT19fUl2jkyoEN4BcVNjLZSqejZz362PvnJTyb4G+OtWCxq7969sdbW1tZQpig+slqr1aoGBwejJCkdPjp06FDCIOGZbvzVajVNTU1FiRPoSybTzFdYvXp18L7nFLDnnmHv62m95RZ1jI7qWf/0T/rgBz8Y/AOtElKp1WpRswz9A7VXq1UdPXo0kt4cTWhra9OmTZt09tlnq62tTQ8++KB+6e//XvV169T6sY8lUC/3kNOJgdARITqMvMc7VjzXn+DAcz1y5Ih6e3uDUREm6QxThKZDI/ztHkqpVNK+ffs0MTGhyy67LOEJuMeE9ff5z39eL37xi7W4uKhHHnkkkrQ8VuKQqf9x74658FmIkwLxkZGRhBEhJevlXFG7h+QEjpcGQzhcmIZE8SL6+vqCWfw+SazTpaWlRMtJ9hqP1xWXe6s04+d5bgwR73ah8ulPf1pvfOMb9fDDD8d1aAgoPsN5e9axx4dd8PF5ul4xT4/LSU0hfvToUXV0dEQzEV+boyMuNJ3G/N0ujNh/t/RZv6TwoEhiWlpa0tLSklatWhXP4l2Li4uhHKEJ92D4WbVa1de+9jU985nPTNTJMjyxjOb9zIW9RYAXCgV1d3dHwppDhLwLAe306jXL/Jzvzs7OhoL2Mi1gbP6/sLCgb33rW3rKU54SMbq0kVwqlZTPL99Ly9liVEjLrSTdqGVOrCUNk2OI3HfffXrBC16g22+/PZL1qCkmA3hhYSG8ePaRhCzQClc0rpzgY5Q9cgW6rFar6vzDP1TrjTdq+u67JVs/ISgP/dTrzRar3d3dKpVKQXdcHiAt17NjzHjCmvN2x1vfqo5vf1vz990X/JBGejwEgzybn59XS0uLOjo6NDc395+7cf9/9cHBpstNpORFzAyH7hgIBmDSbDaryy+/XI1G87YcCAVvBmHe09Ojl7/85eEZ81xgKo8x+Ps9tukZmNIyTIyF3NbWpuHh4XgGhO5CmAYW9KmFoKnfKxQKwRR4o2TqScnsWtYqKVqbeQmCGycwrFvzrtw9tgpzISR9vfycf9frdR0+fDjuniyVSpH85iVDZDU6ZMnPfb88M9iTayTpyJEjeuSRRyQtx39pekBSTC6Xi36wrM+9Q7rc+AX1aQ/DlQ57wtl7HTGeDIoFgwZFjiHJvrgnubS0pH379oVgdiiWd5XLZW3ZsiUxDx8et/XyI69XZq7d3d2hGDBMENq8t1pt1oBCb274eByRJCsQBU9M83kSD+3o6NBzn/vc4DtPOGIdPT09gaw43QIhe80t7zx48GDidi2nYTcUFxYW9MEPflATExPas2ePZmZmND8/r7a2NvX29iY6OElN4yebbfYyB9UpFApR4ufog7ScPTw7OxtK2pvJRCz2vvtUPf98KZPMBne0hv9jwBEjBsr2mmZkKWVcIDUeSy2VSlo4+2zl9u5VZWIieAH6csUK3bP/0FRaLv64saJcT9LA80nDiS60IV48UBd8fHZpaSkuIUCYEU/0z3lWK+/o7e3VFVdcEYTmXokrHAgKGIXhsSiY/3vf+54OHDggqZk0MzU1lbBoYXoYGTjOhREWvFvh0nJCR9rb5GdLS0saHh7W2972tuMgQH+21wey1mq1GjeG+FxcqbgX515ovV7Xzp07tX37dt11112heL7+9a/rne98p57whCdE/WdLS0vATOwnd0wyD0oeEEwuLCVp9erV2rRpU1jcWOzEq97znvforLPOCi+IdXNrjrR864srH36OImduaXgzfVbEpEjKSxszDiXSzJ/PTE5OJhRhLpdLGBp87/TTT094S8zT0Q83QB0RAVLl89Aje1Aul/XlL385Glu0t7cnoHNJCU8mm81q9+7dibaLDmtyFvyuVCrp2LFjYeCijN2IIpv+sccei3d5IhatLP170CoXAgBjA2WSbexrfe9736tHHnlE55xzjvr7+6NLlqS4sQevk+b3hBK6u7vV19cXpVrsM/yLlzk/Px8GXj6fTxhU1UpFuQceUOWCCxKGPLRfqyWvuMTgaG9vj0sWoDNf7zvf+U7dddddmpiYSFysTgijVqupeMYZTV6+774wsDOZ5uXuGJ0YnmQRI6PSt489nrGiXE/CCAvuRwKanznj+y0eaYEvLVtQNBzwWyBaWlo0Ozur0dHRUAgQBsqMxBgXDMBNJLwwL4dxSXeXluO/ksJzvfDCC6PQGkUBA/A5lIInPQFbIUTWrl0b88Mi9zpeeiy7VY/SGhkZSUCHDol6fJI1eewzrbhhMKxoPw9XQlwQceTIkVCua9as0atf/epgTISJx7CmpqZUr9cTyWMoQKz4tDdJEwLWU6/X42f9/f169rOfrUsvvTS8NM7KY949PT3q7e0NOnPPWFq+ucnLvRDo7DvGwUMPPRSJZdTN+rwZvIcQCAk6p5xySuQc4Alxn6eUDFeAbOAVebYuAhLYv1Ao6NChQ6FA/+Ef/kGzs7NhYKKo2tvbdckllxzXeN4heuc7zp/9x1gDkqRhBMhSV1eXhoeHE1Clox6Uw+zfv1+//Mu/rPn5eU1NTYWRsbCwcFzZDQqz0WgkQh+OtDi6QE5CvV6PbGkPpyAbPBOb9/A8zqdUKsV8eC7rqVarWrVqVZwzBtrhw4eb75qfV7ZQUGPDhnAGXAa58nJ0D35dWFjQ+973Pn3xi18MA6ZSqeiOO+5QoVBQT09Pgu48Lt1z9tlN/pqcTNQyE+OVFH2YMWQcqfCOZ49nrMRcf4KDeODBgwcjBdzhKfckXNDNz89HtnAmk4mYmwudtPICQvLPMNKQFXCMCwi8hGq1GvWO1WqzUB6CdyUAo/EdaTluh5KkJASi5r2s3z0oaRmWQZCnYVQSgNxzYw8d5sYbgdld8fJdMhQ9PuZJLg4terIW+1qrNXs1d3R0JK7GQwCzD35GnnHKPNJxVPdOR0dHtXr16lBEQOoe20NgcoZ4g3hRCDKQExfYnsyCYkCgOrzO5wuFghqNhm644Qa94hWviLNg7ZKCdpzuHIlhv1HIKE73sn0vgb49ns7++75Br41GI2DNHTt2RAMa1s7+8gzis3jQjnpAB9ARtyZ5LJ5zBCLFg2O9XCjQ09MTiUfQZqPRjN+mrxCEPuv1+nGXk7sRzFr8dienS+erubm5yE3wzwJfc85uEHhXMech4uPs+8zMTLRWpYIgl8upr69P+WJR/Vu3avajH9X8854X9Mn6oWe8b+SYx8B3796t3t5eDQ0NxdV8VCygsJkLt/WUy2W1NBpatW6din/916q+7GXKZrPRfS2Xy8Wz0vkk0B2G3ebNm1dirj+tw5UIwtqVTDqu6R1uSFaBmRxedoHvbe6wKv19xOYQfN4UvVarhRfowtt7wCIUXZG698M703FL/xzfdwHn62KfxsfH9fd///fRFQkvGYIHqs7lcpGIgZBDmfMzLH6PxVx//fWJOfAs9y48huP7hLCh76m0DHW68kQQu8HhEHCj0YxHo7Cq1Wr0MQVyXb16dUBnCCCMCj9/BAwCyuOxCJTJyckETbjiBO50b0hKloDlcs3awu7ubr3mNa8JRceeunfrAgpFShzSE7ugdZJ9CFX4/nB+rpgd+mePaUjQ19cXqMeTnvSk4/o9S8uXBBCrT9O8oxz87fkS3q3LkxOZC/QiLbf1A53i/yh8utXxPdZP0w/PwOXcnNbxnDGwOQdomn97O0/2gX2CTz1hini6Z06ny52YF3fZ4mnSVEWSciBfP4KsvS7fvWiMT5pLOI1s3bpVw8PDqlQqeuUrXxkN+V2+IdOOHj26nHxH9r3Frb0rFWfteRE8k9//e8aKcj1Jw60iF2wwIgcLQcO4LS0tWr9+fcStUAJOnFKTIGiCgPXqysJhYj6PEimVSrr55puDKNOCxRUjCTFSsvjcYyYId4//eTs/FCSM5YyC8XDGGWeE4ENwOYyOApOWU+aZizcUcOatVqt67LHH9Na3vjUMFmmZ0emm42txONthdIRra2ur+vr64mo1bwHIelmjGxuZTCZiOzA3Qs+zM/m9Z956+0IgffbKvVaMt3q9nhDirkTcM2SPPUbK+l3Au8csJVsk4p1hhN1zzz2anJwMZeHGlxuBra2tiZaW7Fmj0YikHxfqrjjwAFFO0BCKgZIt5g6k7t6R8xaKykMIXprkiAPz9feSX4DxhzeP4ecyAYUL3R4+fFiPPvpo0BB04MgDxgbz7enpif1kH13Jo7RyuVzE1OEXwhw813najQx+T55Co9HQzp079ed//ucJJK6/v18DAwNhRDTa2tTo71fb0aOJGPzhw4cTxpTDr25AcFdyrda80P2rX/2qPvGJT8S+Oq/X6/WoH5ak3I9yQWojI8edI9+pVqvHXS2Z/vvxjhXlehKGMy3el5RURC4osBJRDo1GQ/fdd1/UD2YymQT8hlCE+UhO8PdLy8rLYdNMphng/+53v3tcLIQbKLDyJR0HLTIfFAbM6saEw8cI/YWFhejAkoYf+/r6dPHFF8e+8Q5KB4jPYVlWKhXt2bMnYQk7RIqRks02r6LatWuX1q5dG/Bb2uNir9h/GJhkCc7Ev9Pe3p64P9eb2/s+OfwHTSDwXIn5d+mixLqYt6TINHXP48CBA6GIFxYWAnZ0owml+uEPf1jXXHNNokzBkQQ3AFEAjnawR1LTg9+wYYO++c1vxnw3bNgQyoZ98ZiWJ+FAXwhrvzCBfXOlWi6XI6EKL505MtxD5p28Dz7zmKyjFX7ujhAAh6NsCH+4V8feOeTu99mmldnS0pIKhYLOPfdcXXLJJYFmOWSZjh27R0+CnKQw/pATbqjTStHj8fCf74kbFo1GIy6yd+N7ZGREL37xi2Oe/O7QoUPLSEkmo9r55yt7zz1RpoWRwed9rm6UOjrDGe7fv19HjhyJd87Pz2tycjIUJ+vJ5/PS3Xerkcmofv75iT3nrut7771Xe/bsSfBdWgb8e8aKcj0Jo15v3sFKY32Hinp7exNBfmAnCFtqQkQXX3yxBgcH4/BhkGq1qvHx8RAG0nKGbKVS0d/+7d9GfSEKE09QairejRs36j3veU8IMhgsn8/HpctSsr6O7/JvoGPq5yQlCNahKgSkZ/Ai1DKZTNxH6YK+Wm32OC2VSjp48KDq9WYNLyU8WKzsj3ta8/PzCQu5v79f3d3dWlhY0L59+0KQkzHoZSIIQxdsrAHmwzvyZhN8Px3HkpaVJuc0ODgYVn3a2MhkMonkJ9ADDAz3PJnLhg0bAl7nfXgyGG2FQkFLS0vatGmTXvCCFySSYT7+8Y/rda97nQqFgubn50O545Gyfp7ryuhZz3qWzjzzzBB+IyMjiaQ4BDq0hMAG0kQR+P9PBNmBzjAPGhy4AZE2Ymq1Wnjs7LOjACjMRqMR3YtcIadhX/gOXvTmCH7mhw8f1ujoaMIwwDPDMCCs8JrXvEa/+Zu/qXw+n2i7iVzg+7yDM2NNKCneD32g1KDlYrEYnceYl/OgKzXyMOBZDIehoSGdddZZMQ9kAPSMobR07rnK3XOPGj/yxvEaoWHfV4w2z34mQW1hYSG6wWH479u3T8eOHVM+n9fDDz+sz3/+8yFT8vfco/qpp0o/Qm1AJDAYzjvvPJ1yyilhLLtS50z/PZ7rSkLTT3B4Ewm8jo6OjrBKPZbjHoWkSLRAcHHgCGw8iFKppCNHjuj0008PBoNIarWapqenNTQ0lGAehlvmKOr5+Xn19PQEkzE3PocwckvRGX52dva4gnkEfXd3d6J7kH/XlZonVTkUiZEAZIaS6e/vl5TsHsVzYVRgMVL6W1tbddNNN+nyyy/X0NBQMJfXCC8sLKhUKkXsE2GH4Etbu8zVhTvnjCfwrW99S0996lMjUcwND/ca3FPku67MWK9DjSgJmjn84i/+ov7H//gfuvDCCxOwGBY/kCFeTSbTvMh927ZtkqSvfvWruuiiiyIJh3UwX+Z6ohglio7kPFcC0nJIgXkj6KUmLD4/P59Q+Jw7DQ88RODJfg4Z83unhbTh5x7r4uJiIibnCtD3nob5KLu+vr6YE7zEuqRmr+Tzzz9fX//61xN0Bg+wdq+ZRUH6+mlsQhKfI0WEXjKZjG644QZNTEzopS99acJ4wUienZ2NVoaNRkP9/f2amZmJ55KB63zqe8pZTE1NRbyVz3AuxLPr9bry3/62ul/4Qs3dfLNql12WUNotLS1h8Le0tGhyclIDAwPxHjf4nffI8sUTLRQKeulLX6odO3Zo586dWt3Xp8EnPEGVn/1Zzb/73QlkLa043ZDgXFjHkSNHdO655z6uhKaTfuXc/4uj0Vi+XcEhMBSpEzLMBzG7JcV3sfrz+eaNGRx6JtNsdp3NZjU0NKR6vR6KQ0pClC4YyRgE9sLbajSaDSqI/cCkXvPJ5xDslAh5bI11Ly4uhkfggsQ9buBDhyV5BvFiBHc+nw9jhf3h88znjW98oz796U/r8OHD0b+XAvwrr7wyhCn76goUzwYIlnUwH0pAarVaosyFhCqEogtBYsnu9TYajRD8uVxOhUIhYoY+0orGM74p5cBzkKRPfOITsTeZTCaEM4kdjpYgsDxrnVuIuru7Y92cC14g++VxLxJx/DNf+cpX9OxnPzuBYLCfxEF5jsc1EdQoWo8verY7e1Kr1RKZ9tDFwsKCZmdnQxGSVQp9pxGaUqkU73JadPpz3uFsMJbx9nO5nHbt2hXIBjF9zgW6BimCdngvcHB7e3vQR7lcVrFYjA5hbhBK0qOPPqqFhYWYJ97m/Px87DO1pJ5gVqlUohSL2lF+xz4uLS3F8yhf4b1eSuP7UX/KU1Tbtk3tH/uYpn50kQhxYWiwUqlEHBXDwmUl8gvDDSWIIdLX16fPf/7z4ZF3fO97yh47poVXvvI4yB/aY4/ZP6BvaLjRaOj973+/Hu9Y8Vx/ggPP9dChQxoYGDjOepKS5QpAqk50aeuaPxA8FqLHx9x6dosbaMmZkmd4rIt5Ab1B9PzMlZ+UbNuIsOU5nmmMMuf3zNc7xEhKNNdmDTyL4RCXv4f50ZHo7rvv1q233qo//MM/jPgmXqx3dvFzYK6zs7P6xCc+oWKxqLe85S2JRu/MDUGH4sbS5pkIQ9bBGbtAa29v19zc3DKMZi390p6te4d028lmszpw4IBKpZK2b98e75cUwhyv0NkfD3Hv3r3atm1bCEPi2iTC+HPS58dcPAvd4XnO4oEHHtCFF16YEJCePOPeOXkJaW8Z+kW4+nqIX+ZyueMUdblc1tTUlG699VZdddVV6u/vD4VLW8y0wIWvCoVC0AvDDaD03noSHQYAa+UzzpMk6zBP6kgxlPxKRd6HAhkcHIy9n5ubU09PTzxraWkpelbj9TrPuieIAve1oCSZtycoshdpenSErVgsBu1ks1m1/vVfq+Md79Dk7ber9fTTE6ERN158T5hjsViMODdyCFlEQpI/R/W6eq66Smpv1/yXv5xAIOA353n2xy/KYH4HDhzQRRddtFKK89M6HO5FGLjA4KARRN4uzj0xF1h8D8XkXiCEfs8990TbQX7vGYRAwZ4Z6VnItVotGoE7dJK+AFtSCCtPWPBOQ6yBPygc5j82NpawYhGWFNaj+J2ZfT40+H7wwQejHVtbW5vOOuss/d7v/V4wi5dDMOd0PNQh0l/4hV/Qr/7qryba0I2Ojqper2t6ejqgMeA3erc6pCU1k31cQEnJ68Hof5vPN7vjeKMCIDJXstlsNqF8Nm3apO3btydibZlMJixxpxHWyHro2oNCaW9v18TEhH7wgx+EwvXkmWy2maBDcwzfNzykUqkUHkx7e7ue9KQnhXLg+1wpyBpQOCASblh4RqvHwvnd0tKSRkdHgy+YXyaTibtpr7rqqoAxOXOQFBQGoQc3pFyJ8L6urq7IEGcuQJUoJoevPQ8Ao5DcCkI5GLHz8/N66KGHYn/gBbLsl5aWjhP0lEZRm+nIRKPR0OTkpGZnZ2OfqQMuFovR2ctjrxiZ8/PzsT8YCqyHNfBMabmz2c6dO8N7zmazmn/Zy1QfGVHPm96k6o/WA7wOTZ9ITvBuR6eQN+6FSsulY/kPf1i5u+7S/FvfmpCf2WxWR44cUaFQUK3WvKQAeuzs7NSqVasCxYCmQYEez1hRridhQBRTU1NxMbkzrlvNDIde09mHzpxujfKM1tZWTU9P65nPfKY+9rGPJcosyC71RCL/LkzjdXv8zufncA1MQJMH5oxRQWIMitvfh6fd2dmp22+/Xe94xzsiCzOfz0fvYE/YcaufZCIyUkdGRgIW5MYZabmRAcIUIe1Cz2H4TCaj0047LS69d8OEWjo6JFGbR8zbvXUMjdWrVycaJXDGWN1uGHkilMfPXTi7wnUPiXMqFotRjsUe8wz/Xmtra/TxJTRQq9W0YcMGXXrppbEnQHUk3xQKBW3YsEGf+9zn1Gg0QhGglHwPoCM30DKZTJRsuLfHdWh+JuwNc3TPSWp6Nq2trVq7dm0YL66g/+mf/kmf/exnQ7GyH95i0JWc0y70whr4fi6Xi/68U1NTQW9A10DAU1NToei95Z7DsRhVGJAYGMeOHUvsHbzoSVhuzDYajbhlxtERPD5i8fV6XTt27NDTn/507dy5M4HEYMBA67Ozs1GLDf9CA8zFz4hz+dznPqfbbrttOYGou1uz732v2r7zHbV94hPBv470QLtLS0txr7W3b4VnXbG67Mvn88rs3q3OP/kTLV57rSo/6r0Ofy0uLuqP/uiPonzNEQ5H7FDo6czzHzdWYOGf4PCEpsOHD+vVr361PvvZz6qtrU1DQ0OSlgUEjQOIW3qLMWm5yBzF4gkuwGpu7dVqNT3wwAM65ZRT4qYUaVlJ0oTcIWUv/UnfPOHC3BUQz2SOCHPeVywW9apXvUp/+Zd/qdWrV4c35fAbXvm73vUuXX/99dqxY0dY5nRi8SxVSdqxY4c2bNgQMA4eb72+nJHIHKrVqg4dOqSNGzdqcXFR9957b3hS7l0iOKQmo3rHHmIw7v3xbIfuHMomZutCW1IU2nsNYxpuZb8RuHj6GEd81pN6gJ3ZCyBUV3LejccNJjfAeJ57h8QoMeaq1apuvPFGPfnJT1ZnZ6c6OjoCzlxYWFB/f3/QC4qKc0ZIehctaHhycjK+S3Ice+lwK7yDYM5ms5qenlZ/f3+itMLPBKWFoQZ64UYL50qIAkWcyWSixy6JP+4VeRyQ51SrVd100006duyYXvaylwW0yX5j7PJ+z+pHAXv3JcIl9Xo9QhEYVh4rlxThiHRYhn1cXFzU3XffrcsvvzyRdActO5JFiILG/ulEu3w+HzFmFPjGjRvV1tamQ4cOJcJS3b/zO2r99Kc195nPKHPllYlzQt5gCMIrXV1dIa/gdQyGRsOSGCcm1HP11aqXy5q95RZlLH6MgVgqlSJ847C3G3KO9BQKBW3ZsuVxwcIryvUnODzm2t7erpmZmbhs2Imf2OCpp56qcrms1atXB0FLybtBI0mgvpwsk8vl4sqxXC4Xl6NzzZa0bO1Ky7EhaRmWdYXtFihWLUzkMDCZxa7wEVLlclmFQkGHDx9WR0eHNmzYoGq1GnV2ToZjY2NhUMCEMM709LQGBwcjhkom89TUVFjorMshprm5ubDWET54EzMzM1Hn6vuK0CIeSwKQQ+pkiHZ2diYMH5TE0tJSopYTYQ3kypqAfhEU6b11bwlvww0eoDJXDuwrSgmlwPrZCxeKbsDxPJ8X5wndnajVIzB+d3d3Yg94PgIRqJG9If7lAtJjYePj4yqXy1q/fn3QFDzDHPmOQ8p+po6w4Dm6UeWK1/cFOjp8+HDkS+DZT05OhqDFAOJM8CSh371796pcLuuMHzWRJ0zT29ubMNL8GdCBx6QJ5aAQoHXoGsMKI6yzszP+7UZ0rdbs+DYyMhL7nq5YYNTr9SgfzGQy2rVrl+r1us4///wovUIO0eyBfTx27JhaWlo0MjKier2uu+++W4VCQRdfcIGGrr1WbXfcoflPflKN5zznhPREBrXLFuaRRnIkqXHokPp+4ReUnZ5W4eabpVNPDd70jm5u/Di9wQNezgUvPV7lugILn4RBDG54eDgUq7RsXWYyGZ1++umRKUe6OW31pOVbTajFdEaDQCDus846KwE1OdSYVswMBHmpVEpcSMzIZDLHwcUoNj5HzBVh197eruHhYW3atCna3PF53p3JNEsZvAQCwd5oNCL5hAxX3r9q1arwaN2TYa+4xg4BQgwqm81qeHg4hIC0LFi51QdmRIAjgPAe3IOYnJwMj5k9w7vhMw6ZNRoN9fX1hUfrBg9ChKYExDrxKBzOTXvQPMPhXS9jcHjRLXSPYzNHPiclu1fNz88nFBQJb94RyA0kBu8BenXDAyGZNigkJZSo00axWNTRo0cTMCEJV3j5JAi5R4eSwRA6UZKWxx2z2ebF5oQ7+By1ltGF6Efeo9Q08L71rW9FrsD69eu1devWmBvPcsXhhgBGDPTI3rsnDT2AfkArxMDdwHD0AF5Yu3ZtwvuEBr1BCgYC97pK0hlnnKHt27eHdwmNuceLDFu3bl0Y3qVSSVdeeaVe9KIXabpU0sTf/I2qT3uaOq+5Rvk/+AM1fpT3UKvVoqkLKAFy7ciRI/FvR2qq1apyX/iC+n/mZ5QpFjV7443SqacmYGwMTIwP9gukau/evfFe9/Chmcc7VpTrSRieyOFQIExJSQ2WOcTrMByHjNJE2MDUQ0NDcSPE6aefHkzKdz3e6czGcCFLDSRKjvgu8TC3tj35CoHTaDTiLsY1a9aEEELRe0YuELTDM3wuvW5a1rFnfBarG2Hc2dmpNWvWxJ7gefsewHx+0wrvBIp0hceVeK6cODcXXCQHMTf3RPhOJrPc0N3PAYGHccU+zs3NJaBRV17+DoSzG04u1B22lBQKwA0eYqAkxqBQoV2MJ77HJdauaFCICEwEvtduYqjwM2jCBWJfX596e3sTBlxbW5tOPfVUnX322YmEH1fK0C33HLvBw/+5qgwUx2nE94Q95Nw4C86NvxHWzMfDBA4/o7Cc1vnDfknL2dk8j++70oWOuWmJ3s9puNTlDfIk4fX96OcYuLOzs3HzkcsKvsfe4EGn953Pgv64nBkaGlL36tXa/Z736PbnPEdtH/ygOp7yFOkrX1GxUNDatWv1wQ9+MCEbCWcUCoUwNDKZjPKPPaa+X/s19f3Kr6jypCep8I1vqHrKKUFD0CN1tE7njgLeeOONwSO+R8jFxztWlOtJGA5hOfQCA2BJFQqF8LbwQFwZuXWbVj7unfA7iMehPY9ZeH0X1l1XV1ek9LvC4YJlCszTsa9GY7mZQDqmzHzTcVNnWn6GR+St4YAEXblJSnRb8TZ87K17YHzPyybcEpaabRdHRkY0Pj4emZ8IOOppHVKSjmc+9t3h07RCYu/diGBOfIZYm3uX3mACwY0QZ/+IEfL52dnZhIeMAuGcoAXWgrFRLpd133336ZOf/KSkZjbq/v37E03imXulUkmgFmS90wv2lltuCa8ED9wRHMIRnqF66NChOCOUIkbie9/7Xg0PD0dCyvT0dAINIsuaZDaS6TD8isVivJ8zRRD7fjisyhkB57NuF9aSNDAwoKuvvjr4GmMLGncahl85M2QFfNDZ2RneqSe+tbe3a3p6OtbBObqnipHue8zelstl3XLLLdqzZ0/CKHXPGYQCnqVsC+MJjzYNw0Nbvm9tbW06duyYDh8+HDLnG7fcoituvllTX/+6Gj096nnJS7TmaU/T/9q4Uc9dt045g+lrtZo++tGP6l9uvVXav19tn/ucun7u59Rz8cVq+e53Vbr+ei195jPKrluX2FvkASE2DHPOFsP+9a9/vbq6usIw9V7lzus/bqzEXH+CI13nChRFZisJM7lcLu60hKk8tsahMzjCdCYbCoxCb36WFiIwX7pYG0b3OC1JFumOMS7wPdGJZyEsmD+Cs62tTePj4xoYGEgQMQzJsx3qdkXIHCqVir7+9a/r8OHDeulLX3ocHAZjOnOk4zbErVgbn+EKNEa1WtXu3bv1pS99KVrT8VnfRz8PV5TUbKIsqSHNZJpQO/Hbubk5ScuN+z2LfP/+/VEusLS0lEiEccOLM+TfNKeYnJzU6tWrYz35fF4HDhzQqlWrQmDjmXJmu3bt0t69e/XUpz41kkqcfqBjYFkUQyaT0bFjxyJ/oNFoNlHhvXwmHTuGPkEKgD7TRtNtt92m1atX67TTTgv6I/boSWAuHN0IouYT5ZBGYzifer2eUDppCJ7EJtbD/4k7e6hDWobb4S/WWyqVJCkyl/1yDAwYrpGDH9jH8fHxaKGK9yU1uzAdPHhQp5xySqBgNPfIZDL6n//zf+p5z3ueLr744jCIqtVqousSxpx3nyJeDR2lPUHmx/n5Obuxz887OztVKZeV+f731fN3f6eWz39emXJZjfZ2VbdvV31gQJlcTvVCQS27din3o8zs6iWXqHzttSr/7M9KP0K+/NwdWfA4use1FxcXNT09rWq1GhUBjriAVDzeK+dWlOtPcKBcDx8+rL6+voibIDDosoIS41AbjcZxl5vDbFjxUrJBg7QM7ZIR560KGW1tbZqbm9ORI0eiHy+Cw0nDEwZcsTt05V6pC6BsNquZmZmYg5RMzigUCurq6gpl554b73bB5vNxxkBZkDTl0A5/nOFQQg4lu8ftAtjXD6pw5MgRnX322SFI0iNtAPFdlLwrCubDXs7NzemVr3yl3vGOd+iMM85QW1ubSqVS7NPhw4ejfy5nz1qIzeIVnqiMimQkDJelpSW9/e1v1yte8Qqdc845MS8EqAt5YFyUA0ZAV1dXYo+hD/YPQcY+VCqVhMI5kUBESXnMywV2Pp/Xr/zKr+h5z3ueXvziFydgaL5LQhq85HClw+I+P1eeMzMzgd64wcaZofDIQXDv0TOfvTew04e3K0SJOypFuIKkMN7FOfDMWq3Znm9wcFCtra2ampqKPtTE7lkTECv04IiRy5aZmZmYJ3FPN56dNxxV84Q839u04Yfxxn7UarXojNTe3q5MqaT6XXcpd999yu/YoczcnFSvK9PRofLWrZo74wy1XHKJshs2JGi2Wq0m1iglk+M8rOLGwKFDh9TV1RVIG2Vd0M/CwoLWr1+/olx/2gbKde/evRoeHlaj0YjAuaTwWEhUIp4KYZLAw/89hgXR4wnRDcUFhXuDDgtzbVRvb2/i2XgkdAji8whyni8pkbCDEucdWMiuuLzdos9NahI+MI0LABREmil4zwMPPKBisagLLrggPC9+5wKb4cJR0nHdfhj+Gbey0593NMD3xsfRo0f1jW98Qy9+8Yvju8zNu/CUy2Xt2bNHq1at0vDwsKampvRXf/VXeutb36qJiQl96lOf0m/8xm+EB4wQZ2/IGN+/f78uvvjiRNZjJpOJDGJXYrSB9CxK95iAFvGyiV9LyZueUBBA2Wmh6sabKzMEazqZzTNHPYbsWa14W2nDD5qExpaWljQ9Pa2jR4/qnHPOSazb43K0BkzTLd4Z/OC0yfcoQ0rTmCvfer0e3lxHR0eixIbGI3QPw2DA8MSr9Pmi2OCJSqWi+fl5DQwMxBwJ+QApe/a2G/LsG/OkIcfGjRuDJvice57IpkKhoJGRkeApztfpAL6HbulUBh9lMpnwiDGus9msjh49qunpaZ111lmanp7W/v37deaZZ6q1tVVLS0uRJHn//feru7tbW7ZsSSBq+Xxes7OzcUaOvOEE0PMdBJESsdnZWWWzWW3cuHElW/indWABSsu3mEBgEJIn6uDxLS4uamJiIpghjf9D8G1tbcd1TXIlw/+JUXKxtCsRGKVSqWh6evo4L86VjSedeDKDKyKHo1Hgnr16IkHO81z5FovFBEzmczj77LN122236Y//+I8T63RBnfYU/Y/P3w0Xtz9hRpSLlLygmYQOFzZ4XrVaTd/4xjf0hje8QcViUfPz8/FMqRkLcsWSy+Ui2aW3t1evfe1r1dHRoY0bN+qNb3xjdDVCaCwsLOjw4cMx1+7ubm3atCn2FKSkXq+HB+zxb86d9ac9ejwyBDy0yzPTAhuacYXvtMqeOBqTz+fjijSH86empjQ3N6dCoRB7hmdODNL3LR3L90Sqvr4+bdu2Lc6JjFbvgdze3h7xZA8ZSArllsk0k/327NkTpWbd3d1hXNFxqF5vdv7auXNnJBvRtxdEyhuK1Go17d+/X7fddlsoSdYAXbFOp11HW1BObuQ6z6GoPcGIvAb+73JjZGQk8j8IC3HeGB6EL7x/ealUCp6Apjypz/mMRCM3BMklwBhfs2aN1q1bp2q1qr6+Pp122mnhWJB8V61W9dznPlfvfve7tbi4GOeOsd3Z2ZnItcAgzGazGhgYCMekWq1Gpn29vpys93jHiuf6Exx4rqOjo+rp6Qll+sxnPlN//Md/rGc84xmhWLC0sJ7xDBuNRiL+t2/fPh09elSXXHJJ/L5arca9na7kJAUsjBDEG8lkMsd5u96fFSvVYzzOJAxXeh6HlRTCC+HDv/EaCoVC1L0iuKvVaiiYpaWl6JmKkHfBmc1m4+7SzZs3h1eShob4rHv7zMdhsUajWZ/X398fngpeoseHYVC8E7xJnpn2sKiXJY7KHOnmhGdFmQNIwN69ezUyMqK+vr5Q2g7RTU9Pa2ZmJvoCu6D9/ve/r2c/+9k6cOBAJP6wfhrYu3ePkUFyUldXV6wBYwGEgVZ7QNHQD0p2dnZW4+Pj2rZtW8DUacXg8Xt+zt6gAIjz4nFLy3CjIxquVKlvhn48QYWfe3mTG6GEZoi5ElN2mqpUmtf1DQ0NxVz4Hdcf9vT0qFwua3p6OrqEsf40UsTPWAsZ3CgEfu9z5bvFYjH4HjpHeUvLUOixY8c0PDwsSdFog3NPn4sbTeSAsL8OnfNvjMx0zNXRCp7J/kHHk5OTGh4eDnrizHieG2+80+UO8Wpv70r5D8YQn00jYDg3rLFWq2l2dlarV6+O/c1msyoUCo/bc125FeckjHp9ufauXq/r3nvvjSQGt6IymWaXloWFBc3MzETLPK/HW7t2rYaGhsLiB8JwZejQKu9wL5as5DPPPDMxRwj6oYce0plnnnmc9ZuGxdwbdChvYmJCQ0NDwUR4B97v1J/F3Do6OuIeR7wTh1KZoyuRDRs2hLJ1rxPG97i1x8CwqD1G5oKeZ7jAcC+iXq8HJJgWOB5TajQaiVgre+ce3MDAQCgz39N0PI4mGJTGDA4OxrVh1Wo1POPu7m6tWbNG1157bXgXKOdsNhvCDAHKvyWF1+RrooYSJYHRATTnrfaIT8/OzqpcLkec1xWKe7j8u1AoqFKpRAIU50RWKoYT5+KfcVpqaWmJTNexsTEtLi5q+/btCTrjGZyR1FTa3//+91UoFHTRRRdFAiJKjphevV7XqlWrEgIY2qJxB0ZHf3+/5ufnw0BwmvKQh/MuCt0RGBAgN5iRJRjIeGr+Geh51apV8e6BgYH4TDo8k0ajMPIwuOBHj6ey/zR98LIoPyM6rZHQmcs17x32vABXpq6Mmacbtgz4aXp6WseOHdMFF1yQMFgwSniO0zS/h6ZJ7nMjOo0W/ltjxXP9CQ5PaMpklgujiYPAXBCoe5gcOIzl8TUI1eOhxD6IH3jygcdQvczA722Eicrlso4dO6bNmzeHQIFRZmdnYw2uRBz6JQnAOzGlY2cwD8oPhoWBgIjxNGq1miYnJ3XPPffoiiuuCGUFHI6wl5aTvHjOzMxMlEPAYOnkDvYkHfvx4UzujM9nObddu3apXC7rrLPOSgh+KdmcHOXK/roX6XOSksoE9KNQKGjdunWJmkrgSM6VNXlJEX+nz45189501ixeoHf6Aplgjnh4HjrAOPNQAXsBPRIbrNVqIfx9n9PeiytpzgBvl6x7hCU0B7S7tLSkI0eOaPPmzQkoeWlpSSMjI3rCE56gj370o5E9ynq9NWHa43M4m7XzWeLgl1xySazfDZGFhYVQvCAZrvA8BIAMSDdvweP1m5Tce/QyI/c2XYFwDr4nnKHURGSQIRgPPHN0dFStra0R73Ue59/EuZkP58E+eGKbpGh3iPEArbBfaW/70Ucf1e7du/Xc5z431ouhAw3jhc/MzKjRaKi3tzd+DyLjTkIul1OxWNSmTZtWPNef1oF3JC031neBCWGjTKTl/qEoKQYM7IpXago3oGcX6PwewYuwheCwmrPZbLRL3LJlSyIGh8fW1dV1nHBEWbGebDYbkCP/R+hOT08nIDI8WpI4sFylZsbmqlWr4v/ZbDYapbuwpvQBDxkGBVIuFovhFcI8KCA/A/cOUcxuVSOYXGB4j2T+pt1bGm7mOjG3ytlfRqPRCGgSRAPvGm8Aj55QARmew8PDxz3Ly6eI5aU7HqU9Od7tmbLuQbuSdGGIAsLTy2aX285xThh6jUYjvGeQmnw+HzeQuLGRDkVAd7wXhcT+Ly0tqb+/P5EJPDMzEwI9bUA51L579+4E7J7P5xMGA9nO8/Pz6uzsDG8OHmOd7G+lUtHc3Jx2796tiy66SIuLi4k7YjOZZi27hzFAGDxG6PTn7SvxyPBaOSPWNjY2lsgwR/FTqueIBkrcjRpo1M/EQwXQDBdXQOMOL7MXaTpzIw6+5ffeYpT3MkcPEXgI68wzz9Tpp5+eCAHxHf6wh319fcclWDqqxtqcVx/PWEloOgmjVqsd1/WHQ+M+UOA5iJz4qytKV3gIC4hRago4El54R0vL8p2cxH+wfLH2vUzGn+8WNoTMelxxeJMLj39Q78d86LPK3Ds7OxM9lKXlGsS+vr5EfLS/v1+XXnrpcZAZ83YEwAvE03uIQCF5xaE3j/2wNhgS6x6jx7NKEWycc7qrEJ4Tgsa9fmJQFO5zZtRsck7MIS3sJCVaASJYc7lcdNbizCYnJxPxz6WlJc3MzMSeItR8zny3XC5r//79QXN8ht9Xq1Xt378/lCfNKDDM8E6hQ6kpHCcmJlQoFBKGonuD5CM4AuJKHoOQy8RHRkbibt2JiQktLCxEp6eWlhbNzs5q06ZNoZBQBrlcTv39/erq6ko0fmAPvSwMQYzhMzExEXW9jsC0tLRo8+bNeulLX6pCoaB/+Zd/iT0GBcDg4+x9/5ARHsNnH44dO6YDBw4kDG14Fx4iMREaY8+cl5lLGg7180W2OELCFZGcJ79jDpwh+4jRBS25UbuwsBDIHUYtni1d69hrOqVB106zNExhLl5KxrtIOOP+43w+r6mpqUTzFAwUNxAfz1hRridheKzPSzkgrHK5rLm5uYTgmJycjGC9E4hb4BDDvn37gsGw/iFy92ydiQqFQnhp3pCAgnEvtQFSwfJ1WNeJmc+z1rTCfuITn5jo8IQA8jpcYnnMw2E4h5sY7gWk/zQajbgw2r1L6tg8LiUp2v2lPc90QwzPmPQ7KV3Bc47u6aUVt8dd2SOMDd9HfubrRqHl83lt3bo1QR/A3rnc8oXwmUxGW7duDUOr0Wgmyg0NDR0HBaY9aiDBU3/Us9U9epRza2urzjrrrDBmyDT280EBcjb5fLN9pIcxHCFAiKMsvMGJ77E3sXcDBCXrbUS5s5Pnp0uHOCeMAhprEMqBn6GThYUFHTx4MAwzjzdyhouLi+rq6tIFF1wQe+1hiWKxGNDurl27NDs7G79zLxBh32g0dODAgTB23Lv3sz/99NMTXjh7BD2labNQKERClceUUfaueIDcpeU7kjE6MHp4ztLSUvRER46w19AO3aJyuZwmJiYS/IQR1N7ers7OzjA8OFPPOnY0DkMHg4I9OHDggEZGRoIX2tvbo/bfM9Hh38c7VpTrSRhp4cjfND3v7++POjEOs6enJ6ChtKfQaDT06KOPRgILjcHTsBFWoCtnFDylOFKzy8vExEQQ09TUlGZmZnTgwIEQWNJyYhaE53WSMLV3yfHuNT53/navd25uTpOTk7EOScH0aUMB5lxYWEh06HFLn5pBBBkM6qVODs+6t+GWO56Tzx1rHOHBHiN8XcjyOaxwYEr3UF0Y+9rTSEd6/Sh9hxZBQPi3JwG5EeLoBoPr4lBaeOlcIIGgIj4qKa4zhPZc2bFXHjPl3PnOwMBAtDL08AJKHhQA79fPIZNZLs9BoFerVc3Ozkaeg1++ANS4uLioqampyLZFqEMH09PT0XuY6wGhBboY8XnuHPVQB3Nkr6G5/v7+xN6xn11dXVpYWNCePXs0Pj4ee8al844isZdnn322PvOZz+ihhx5KKENPuMP4xaOmL6+jMH4uGLUYo07LXV1dCVptb2+P7H4MHYwOauWXlpYCvUrfi+vGUTbbrDetVquhhJEfrCstRwiZkDGczTZ7gnd1dcUaubowLTt/+MMfhuySFDeWTUxMJBwIR7Yez1hRridhIIwh6FqtFl2UyMCTmooV4oLQiemkIZqtW7dG4bMrikaj2ckGpk93u+EzDlO7hyM1s007Ozs1MjKSaMPnSSoea+X5PAthCDMhcA8dOpSIr9RqNb3pTW+KeCEetCsVlLjvoz837UkxB2IzPn/fQ2cghIyXCTkkTM0xyQ88M22JO5yXZkz3vF3QuFfuDe8lhWCkuQjC2xXN3NzccXErT0Rxg4DPoAiYt8Od7AvP6O7ujk5Y7h0zEOis370y3xcMIUcpmKvUNPBAatgvaIJSJ99rh19RfJxlsVhUf3+/BgYGEjTvHjQt/jgTzqJcLutXf/VX9Wd/9mcBpWKwzM7O6vvf/35cYlEul9Xb26vLLrssFLvX33qIBGg3l8tFjSz7Bo2ddtppuuCCCyLPgtwI33s3cL2W01EdR8Tq9bruvPNOjY6OBmrD84gtsp9ec+377c8vFosaHR2NsiPnO2k5+Q5jk4xrvEnCAwcOHEj0br7kkkv09a9/XV/60pe0evXq43IWXHamx8DAgIrFYtAOew3Ch7fNvl199dXq6+tLKOstW7bo/PPPT2RdU/P/eMeKcj0Jwz0SSQH/eWKTC3RiU87cKEksaRJaUFzOyHRgcgjQPQKHSMlCJAsYAYS1nf4/mXoICuBJ4GsXUswJoeo3xqSFbGdnZ3hBPl+Hxd1LrNfr4bF5YgMK0i1eVzpY0tLyFXkMLG4/K1fO0rLQZ+/wsGBkvEXWj1CSmhmQJO+wJtACztCVPkIdpXH48GF961vfSuw13rkLEYfyMRbcS+HMHLqUmqUX6YQbYDdgUIwQzg8DxoWq0zV7xz563I9nSdKRI0fi/Jgn3pB7PI5EIGx5Bsq5q6srwgqeAOg80Gg09Ld/+7d66KGHwhjkXW9+85v1ghe8IIF84L1t2rRJa9euDRSEP/CQ8zjr9usCx8bGVC6Xw8OrVCp65JFHtGvXruDrTKaZgXvzzTerUCiEx+zwcEtLi975zndq8+bNAZ07yjMxMRGxxFNOOUX9/f3RqMYNVs7fDXw31KFlaIgSK2Ba5wvO3fmnVCopk8lEcmGlUtEdd9yhCy+8ULt37w6+KJfLetaznqWf/dmfDWXN2ZE/wI1EnuTo0C08xNlzYQO8MTs7q1qtlnBYoFkUqstib4v4eMaKcj0JA6HiEK0LPpRDR0dHwMGubBEOPAsh4FAiFm6j0dDAwEAIbI/tICw9boUwSsMvCEAXzv4chxOdsdyr4N3t7e3q6uqKVH3WnMlk9IEPfEBTU1OJ5AH3JqampgL+9v1IK1wpyWx+F+Y999wTgpckLpJ/HAb2eLh7SMBgvncupPk/0BQC1a159sGvcCMuRKmUZ9kyv2w2q/n5eVUqFb397W/Xi170olDQ0nKfar+KkHNIGxkklAD9pmOWaU9+fn5exWJRHR0dgQTgFfBMN3b83/47NyZo9eidgTKZjM4777yI2Uk6Tvk6vC4tozysJZvNhjdIN6xKpdlWlP0mo5U7i7/0pS/FPaELCwuanJxULpfT2WefrXPPPTc87qmpqVB8Q0NDoaQwHojNEsf3jGRoeXZ2Noyxjo4ODQ4Oxue7urrCk8IgPvfcc3XttdfqlltukSTt378/aNoN0Hq9HnFzuiPNzc3p2LFjuuOOO3T06NEw/DDQORNilA4BpxPWiKciY9auXauNGzdGCITuWtADnjk/6+rqijuS8VxPO+00XX/99Vq/fr1yuVzkRYDUjY+Ph/LHAGXNLvegD8JRnZ2d0fkKYwa+ymQyUe+LnHHlzbsw4OBvNxR+3FhRridhQHgE3j/72c9q3759IahJ4iGLDiZwBsaid4ENYXjMkOdxXZV7WouLi3HHJd9FaEJweCrf/OY3j0sQgTFRCjzXFS1M794Lgg2FAjyFgeFETvbe2NiYpOb9j5TNuFJHqbo3CvPW6/WwXnO5ZuMN9hrIG6HtCojno9zYz4WFhcSeF4vFiJsiuHytCFxnWoQt3Z8KhUJ4XRgw7oG6l858/+Iv/kL33ntvwpByBc95lMtlHTx4MKHwEBK8L/230yoJX/4ZXwNCy+nRk7MqlYruu+++RLZyuobWDZV02AThCV1jELC3c3NzKpVK+s53vhMGIh5LJpOJPrLwFXTQaDQ0MTGht7/97apWq/qHf/gHXX755fFO4GfyEfbs2aOWlhb19vZG4hqxWGjNvX/Og9CA70dPT4/6+vq0YcOGWBNrX79+vVavXp1IDvz93/99SdIFF1wQ54Kx5eEQR1qy2ayKxaKKxaJuu+02XXfddXrKU56if/qnf9KuXbvCk+O8PHHK953fe2cu1sMcuLyBG3nYDxS0l/dRxtfb26uuri6tXbtWL3jBC9Td3R1ecaVS0dGjR9VoNAIWd+OWxDLaYSLbHOHBwyVL2C+49xwFnAGP6TL3ubm58NbTd9H+uLGiXE/CQGgjaLZs2XJcMwYIWFLU/rm36hYUQp/fYX26osMrg0GwHInTuvXqFni1WtXY2Jj+1//6X4lEBSmZjMItMX/xF38RQtQz9BwuReAzv8nJyZiXQ39S06q87bbbdPPNNyc88rSX6MLLY8EwHQ0DqtVqxN7SsS9vUiEpoeg83uMKqlar6fbbb9fU1FQIc4yg/fv3B/N7bMg9Y4wOFCbzGB0djeQsPAWHVqvVqnp7e7Vp06aAE4EbmbOXefT39yufX+7ABA0Ci/H/fy3hyI2iNEIAnQAv+xV67lmUSiVNTk4eR5uusPm5C3hqN9lHYne8b25uTvl8Xs94xjOi20+xWAxodnBwMOLH7pU3Gs1krFNOOSVoq7u7W7VaLa50k6TJyUnt2bNHl156qc4999xQkJlMsyMY+4W3BUSMgPbMYSlpCLJ2IFWUPoL+4MGDmpub0xve8AYdPnw42npu3bo1ulWhGJxWHJ2Yn5/Xn/zJnwT9ffjDHw4jVUp2eGKeDsNyvsgMh2n5TFdXV5yTG/oePuKza9asSYRXvJMU65YU11AS7vFcD+gNumCOnpPgsVZXirVaTV/5ylc0OjqaCFU4CgXtwZ8uHx7vWFGuJ2EgxEiiuOiii9Te3q6FhYXwtCCcbDarf/zHf9S6det06623hrVF5qK0zJDuqaWTntwjdDgtXfvI3Dyes3XrVt14441xjZvHAoF9KAN4yUtekmB2GCGdSAJkh7eMUkAgumf6vOc9Ty972ctCeaYNCBQ1QgvmhKHcc0U4+N2SnkiRVjwoZRf4fJdY+FOf+lRt3bo1IRgkaf369dHFxZVV2rMpFApxVpzLqlWrgrE9Hk0iEEoym20WwSNAeH+xWNQNN9wQax0YGAjPgbmUy2XdddddidIh5jAxMRHvRZH4GTJf4lqu1BGWnGFHR4cuuugi9fb2anBw8LgzgqaAORHaXtfo3pnHdzOZjPr6+o67n7SnpydQGM49m82G8mUtmzdv1ute97qAIhHGCNpqtao777xThw4dUn9/v/73//7fkb+AwmYOKGP2xo0IDDtpWbniYTt0zjtLpZKmp6ejJGV+fj7hebFvnAtn4rHnSqWisbEx7dq1KyF/fv3Xf12dnZ0hY4BQ+/v7Ex4da3AlBWTO2bNejBN3AFwxM1+MIaB5jAzfM0d+OPdGoxH0USqVVKvVosl+NpuNpLLJycnE3iMX4HMM0be97W0aHR1N5Ac4TWHEe7VDNpuN5z+esdKh6SQMJyY82Oc85zk6evSo7rzzzig3kJbvPZWW2+t5NiiEAZOloVJnXJTh0tKSHnvsMW3btu24uKJb1xAaVqsLS+YFI5xzzjlaWlrSwMBACHqEEEKSdwA1Mueurq4QPq7cYDSPg7qSY57lcjlaxqGwgYY9kxXhVy6X465LDAmejQfvXhMCjbIOlL/vt8NNrNO7H1HvyTpoTzcxMaF//Md/1LXXXptALog3uoBAuWSz2fA6eB4tMFlvb2+vfvZnfzYBRUvLHXAQoOeee24kqtEBLJ/Pxzmi5PhuGvrnZ+wF9ONdfjxswDzw2lxJ+A0ktBfkPJz+8PQlRQ9b71nsa6UZgCugRqMZ89y9e7c2btwYCqbtR5ds8132e8+ePbr88st1zz33qF6vJzx9aJSzR5HjbfEMhDXPzufzQbPQMcqnVmveirNp0yade+65cXWcIyiuhJxmUWSso6enRxdddJG++93vaseOHdq1a5cuvfRSdXR0HMeT9XpdN9xwg04//XSde+65ifk6X2L0g3q5MnQjkdhzNtu8UKO/vz9ioKAs0HC1Wk005igWi4EQYNwSmqCyweHp9vZ21Wq1BAKAsTc5Oalaraaurq4wwn7wgx8kjCzoypEzaBkjpF5vNrN5vGOlt/BPcNBb+NChQ+rr6wvLrFQqacOGDZKkQ4cOBdM5JIew8htxPMMP6wwhg8cCE7rnCgTkgoSMOYQKg4QQCJPfVyoV7d27V5s3b1attnxLBwTKwLNlHX5DydGjR7V169ZYK0QMk/LHB1Aew/cDhib2BNN7JqcraWdQ9saFF8KB35MVKSkELHuIIuKzS0tLoSxcCTcaDR0+fFh9fX0hLPAAvFWcxyHdKKIMCOXdaDRLrbDgPWEtnZ3sc2Sv3BtiOIwPrXCWvkduJPp3nMa8fIN9RSnRiMGhfubOfapS0xDxWKkLZeBwlDj3wXoPWdr7QSP5fD7qdYeHhxPxtoWFBU1MTGhkZETz8/Pq7e2Nel9CN/AVsHsmkwnaSPMR+8Ee+p54nJk9Y37j4+Nxzyvzn5iY0BlnnJHwfN0wxogdGxtTa2trXP1Gf2US0vr7+7Vu3bpAATz08f3vf19bt27V2rVrgx4cjQFV4Ho3z/2AbjkbN3aOHDkSiVp83hEi9jGdu7F7926tXr06IHvnBT7n3ZMqlUrkc7C39AH2cIbPmfU50pY26OGfqakpbd26deU+15/mgWDA0rzzzjt1zz33qFptFqVLy/ARlrqXE0jLcVSUjbe6c6gDgkd4UCiPMnYL24vaJcVtHg6fQJDDw8MqlUoJr8XjZjAMQt+t90wmo40bNwaDY6UyTzcseJYr7hMxsrRcv4niICnFlTSWPl5vpdK8NszhJX8PcNDU1FQiq5J5O7QFXO9zc0hscXFRf/qnfxrdXyTF7T9zc3O65ZZbEnvpz+dnxWJRY2Nj4dX6vbBuNHn83j1fhAj7Sscj1gzsx8/wtHiOe+tuiCGkSPxAiYNKQFcOMXoCy/79+xNlY6xnamoq0XLQmxVUq1Xt27cvFB2wL3tH3N1pkz0YGBiIbG739ojJd3d3R3lWT09PAt4EYvabmvx+Wfeg+bwbJZ6c43PFUFizZo26urqioUxnZ6eGh4cTdMWZw0PcYMSF4vA+Mc+BgQGtXbs2ceWg/53L5XT55ZdrZGQkYdwCUzts74iJr5F/sx7OqK+vLxGjd6OCffVwAUbU2rVrNTAwoPb29kQZEFn2GE8uEz0WjEzgeW7ouNFQqVQ0OTkZ8/a8D9+LtLH/b40V5XoShhPtD3/4Qz3wwAPq7e3V0NBQWJ/u7UAcEEb6oHt6epTP5zU7O5sgVCzBRqOhnTt36tChQ9q1a1coUAS1exZ4eczT40b+bASoM4R0/DVr9Xqz/jOtMPL5fJQi0ByhpaUlSibSSsmFNQIfiBPPGKFFFrQXf3ssj8+xLurlgJ7YA4Qygnjt2rXx83379unuu+9WrVbT4cOHIxb6kY98RB/72McScKEr/5aWFn3gAx/QaaedlrCM+/v71draqsHBwURSiJSMedbrzftBd+zYobvvvlutra0aHh5OJAQ5tC8tZ3pypo3GcjeodMNyjBIUnhtKnCfnwTtcWLnX7UrNFbOkKH1Zv359dB3iO2SU4hlx1aK07D3jvVer1YTSgb6ALOEf5gAs2dfXp6GhoYTxx99+QxWxSOgJxclzPekNRePn5wa081Q6wc0NSAxvjGFJx2W0w1ecbaXSvESgra1NF198sU477bSE0mc/JIUXx3xKpZLuvPPOE86J5+fz+ai5JTEOJIrPQh+O0hSLxUTtODFX6LLRaCR6/qZlDuEP1kFzG9pkIg/8O46eVCqVkD9pyBqUy/ebdZRKJRUKhThfp+3HO1aU60kYHPzc3Jye97zn6XnPe15YXH19fRoZGQmrDEbnezSahrlcMFJu414ejL1hwwZ1dHTozDPPDMv8BS94gTZu3JgoSk9bZ3hn/A6YamFhQYVCIXEFVNqaBhKmTEVKtm4EphwfH9fc3JwqlYp27NgR5UGeueyGBoLGMxzTCqyvry/myXVVrMc9uVwuF8kvrihqtVq0+UMZkTBDElKxWJSkRCu4V7ziFXrFK14Ra3SlLinRNGJsbEzz8/Mxn+7ubj3hCU9IeAfso2doZ7NZnX/++Tr11FNjvb4H6bMgi5VEND8Hj1e6R89+rV69Wtdcc03QEXsOHTq8x/vwjD1RjLlLissaKP3g996GEm+ZP3jvCDhK1UhEovc2c3NUYX5+PkF/J+IP5oHxxDrY056enkSSVTruDATtyBIhDM6E/fWSM8+dSHtV9fpyYxTOCi9yfn5eN9xwQ6IBimfdehIO59nW1hYXFnBmCwsLOnbsmDZt2pSIn/taiEcjG9zYYjiU66OtrS28cWL7LqNQoJ7n4BA5I+3hg/r4zVxOK25ErlmzJmQUn52ZmUnMl9Io9qurq0vd3d0JRIdnPN6xktB0EgYM3dnZqbe85S06fPhwIsCPFSUtQ0gQJOU0TmhurbuHl8lkovn3GWecEclFCK9f+7Vf04te9KJEnSRETMKNW+VYvzSaIAYlKZKHIE6PH61fvz6ej8cMEy8uLmp4eFiZTLMO7cILLwwIVFqOgzDSTOY/4zulUiniMwgGlBKtBr0Ex29s4Z1+H6Z7g7yPekOuq+OZAwMDKpVKmp2d1cjISJwPGa/skaSYo7Qs9FGqKFh+hpeOgN6wYUPCIEIw8iyUcT6fDyTEz9cTPli3C02H/hC8UtPjpNyD7/A3z8LwcwjdQxOs9dWvfrVe8YpXhJClY1VXV1e8n/pCaLFWq8XZOCTa2toasPGjjz6qoaEhrV69OmHMORLAfnj8mvgzHrErDLxazoF14Z1Ky5eJYxS7cnQDlSQ9WpK6V8n88AqJ7fJOp/2XvvSlcYbprHSUi7eP9PmhJDo6OrRu3TpNTk5GTH9yclL5fD4SDb1F4ongbebjsLkbTNA/+whigoFEspG/A75zA5ULD1gbn0snZELnVDcQQ/Vndnd3J87Qn0cyned/8Px/j3Jd8VxPwoCpJOld73qX/u7v/k5zc3OJ9mFAL1jhEC0HXq1WEyUrCB3ir3ymvb1dW7ZsSRAIf174whfq2muvlbScvYnwJ1UfRYen4oKb+ltXArzbmSRtzXrMCSjQhbDfisJ63QtyixOhx2fxioAk3RJ3j/DgwYOampqKn+GNsAaELfCkv88V5rFjx4LhEBqLi4saGhqK21P4HjFgzqK7uzvq/1yZpWsFOTdXFA538n73ItPGgp8vc8erYn6uKPnsxMSE3vSmNyXgYxQ8c3GBwz6mcwRc6LGH3tQkk8lEuRBrHh0d1f79+0PJ+XlKCnr3WGUmk9Epp5wS3Xc8mcnhP+bsRpavx9EhGlawBk+Mwyj0c4W+XWETSpGWL5WHz5iPtwdlvm5kwSfsbTabjZIWaRk9SrfaBBXiWffff380sMlkMvriF7+oc889V3/3d3+ncrkcZUagOj4HaAxDyPuVs49Arh6GSeeXzMzMJOSU1x+nLxNwo9lbL0pNQ2R2djae48aQn6MjQd4xjTgu5+b10y4P3JB4vGNFuZ6EAYSUzWZ1++2366Mf/Wi0LIMhs9msHnnkEY2NjSUIDYsWy9tjLl6q4zV7nrVKAgaMAhERm3BrEcHVaDTiPlW8wUajoampqSBaYNM07Isid4vXBa4XZrsAY/A5v9GHZzih1+vNxBfutOQ7nhldrVajlrivry+8WArV01BfNpuN3q+eNYsnT5tCj7tls8t1p2ShupKUlmuUYV5vv8bzPTYMPXDPr+8DZ4WAk5SoC/WzQODgBXA9HHvjz5SWE08wfNLvZbhXilHInLLZbChZaIEWea5QMplMwOt4luedd56e8IQnxOUVKDb22mE7rkeDv9yL94Q2h4il5WzzTCYTbRCBDIHqudaMvXAl40gAZ9vS0qKpqalECZq0bCiiqLypP0Y0ZSes18M93F3qPJXNZuMWGGiH/avX69q1a5c++MEP6sEHH4z7XGdnZxP0cOaZZ0qSnva0pyWUN/PiudyUxVoI6bjiORGNIDOAte++++4wWDo6OqLen/OC3j3c0NLSotWrVycMGOiaayuBuQuFQkLhHzt2LO5rZv/cEHFZmMs1SwM9Tu9GTtpR+LfGSinOT3BQirNv374gCJSGe1p4UhABxeppi5m/+eMC1oUQCsqZzuFZSQnC8xjnidaAQsFLdEgyXRMpLSsNh+ZIiIDJ3TP0uBjeDhYlFvujjz6qdevWhcdQqzXLX/bs2aPh4WGtWrUqauv6+voS0DKCwaFnhz2ZR6PRCGHpCsbPwRmOZ/h6XdjwXJQf7/jsZz+riy66SKeffnrsIXuFsspkMjEXFEIasuLdnqjhQso9Ns6cvQM18EzJ6elpdXd3J2BgnuUJa9AecOrExETE0oBz+S5edCbTTEr63ve+p8suu0wdHR0qlUoR2lhYWNA73/lOHTp0SH/9138ddcLQryRNT09HK0L2grP2syiXyzp69Kh6e3ujjnd6ejpKdoAJWQvJdZyB748rWH7nRkO5XNbAwECib6+Xbfm5Oyw/MTGRiBl6nSy8CXLlvFipVKLBBHeqOhTM5ROvetWr9Nu//dt60pOeFIZoe3t7zBUjkxgrdMo7q9VmpzaaZTQazVrh/fv364wzzkh07mJP/KwcYXMUxWkR5eZeMt9l3zxZiWemO8Z560tJUfpIXoXzCWVsxINdjrmxPzk5qb6+Ps3Pz2vz5s0rpTg/rQMihGE9q9I/gyW+d+/e46AXj3EwYE6HwRhuDcN0eBAOJUHk7kU5QdKnFS+bucNEN998s66++upEM/Z8vtkE4MCBA7G2dKs4V9IOJxNz8pgIXosLfODkM888M2rpBgcHgwF4TzqrlOfB9PPz8zp27FgCQgLGQ/G6Nzw+Pp7oVMNcMD7cQua7vm/lcllXXnlltLXz2J4bRpnM8uXinA2CRlLAvPzcoU6He91o4WcuhB0Se/jhhxMdhNJwn9Oq15F+9KMf1dlnn60rrrhC4+PjgRY4PeHB7dq1K4Qj+QSNRjPL9M1vfrOuv/76uHPVjZVGoxHJdNwCgxGazs4l5oZSqNVqkQjV2dmZ6FaEp33gwAF9/etfD74CruQmFfiF+YAwQG/wKEZZ2rNzw05qXhVIqAevkZAE5+klYMRCOzo6ND09HX14QYM4n/b2dvX19en//J//o0svvTQMNo9RuwzCu8RoxFDKZJJ35WazzUYm27Zti4RB1uZeMU0g3OjnvewL1QLew9sVW6VSiXtq08Yk7/MMf/iMsBplTXNzc3GOyF7PQJ6eno5brKA3pxeXGY9nrCjXkzBc6UHUXm4iNZmuu7tbra2t6u7ujlsnEHAIRb4DM3i8zpma59LrFkENU3BziMfiXABL0tTUVDRHdw9TWrY8jx49qocffjgY1gUTJS9phvb5OXzqMRQ3SBqNRlxHx3sphQEGKhQKsb70Wtw7T0OxPT09WrVqVQhb5t/S0hL9U3fv3h1Kb/Xq1ers7AwB4V5GOnvTIcADBw5EvSqtDoH2OU/mixDwPqfu0SB40zC805vDe3wPhYfnRqkFRs8FF1wQHuP8/LzuvvvueJ4rYd/f+fl5vf/975ckHThwIGBG6Jf1Eet69atfHfPz2HN/f38iYQ56YJ9BYkhu4jo49sJvYuHqPOicuSOIDxw4oEceeST4CoXMZQrQRj7f7FzlsHuaD5kn5+IxO1cOfJ692LJlS9CdhyBQMGTdj42NqVqtanp6Ovbh9NNP11lnnZWAMuENaB0FAj+MjIyor68v4soOc0sKg5aYayaTiXN0Guvs7IxyGXgPJcUaoFuez58T0Y6kuMTdod8zzzwz9hm6g3ZRwMz7Va96ld71rneFIsfQob2jIyiSIkRD/gPIgXvMblg83rGiXE/CcO8JpqPHr0MiCFKyaT2Q77GDcrkcEJF7uLOzs8fVoyJAc7lcQHbValUzMzP6q7/6Kz300ENh8bkAISEh3WFlx44d0Vwhm83q1a9+tXbt2pVQaplMRr29vTrnnHNibfQHZS14ic4sDquh5NyKxnOs1ZrXjSFMSfQC/vW9cgGCMeIeJ4yUZmKUd7FY1E033ZSAXLGC04LT4zXScrJPpVLRhz/8YVUqFW3ZsiUBS3vihSsWT7zwd/AdaRl6wwCTmoKqVCoFvfFMF8D8Lm0seVJbLpfT6aefHokszMGVD3e8vu9975Mk/d7v/V4IXoYnxrn3iMeAUeDN7z3eTigCJZvL5TQyMhLKA7p1+q3ValGy4XwFL05NTWl0dDSBmmzcuFGXXXZZzDtd5uGeFe9j79lzV1gO2zsd4vV7/BRaJAZMfLKzs1MDAwOh9Nzodk+x0WgkLuRgvtRwp5OvvAQKOqcDEtC5ZyuXy2UVi0U99thjgX5h+LS3t0cYgVi5pITh4safozW0FiTDHwQn7Q174qU/j79POeUUnXrqqYmmNZyThzDa2tpCiS4tLSmXyyW8bHjI5+3lQT9urMRcf4KDmOvBgwdDsdGui3pHlJ43kkBpYHlCbDADKfb8DKYfHR1VT09PxOggeM+mrdebPWVpvyhJP/zhD7Vp06ZQYHhV6ffX63WNjY1F0gdCE88Aj8utVGn5/kTPlITZsHinp6fDqMBrkJazmvl3ugFB40fxERIoiFmjBKWmonSv3ZWZe2Ue43ELG69UWlZYvj++HinJnKz/zjvv1EUXXRTQJudMgpMnu0hK3EGKt4Flzp7wHi4C8FIqBDrryOVy0ZfXjQxPsFpcXEwIMebp8CNGiEN4nEu5XNbQ0FAIWwSTKwD2k7ghwn1wcFCS9Ju/+Zv61Kc+pT179iSaH5TLZd15550699xz4+fMhTNzBXgir9F/R5zVQxKsy+dNchYwsHun7HO93uxnyyUFaeHPXBD2fjbQVqlU0s6dO7V9+/ZE/DUNSzpN4Y15NzU8fBRSeq7QdEtLS0CzIAJcDD43N6fW1laVSiUNDg7G73fu3KmzzjorUCT2sdFoJGQSssyTwfwc+L07HV5Kxnz5ufd2dvXlaAQ84Xvr4RAMiM7OzkQXLqcR3o9h0NraqunpaW3btm0l5vrTOh599FH9+Z//eXQOaTSW6zERlqVSKTwOrHgY1DOHESQQFcTYaDQ0MjKSqFFzgQCcOjU1FcX8DG4ZIdPYLUdPtMpkMtGarV5vZmz63YkI6jRMyS0crnS5W3Lfvn2amZmJsgyI3C19Pk8sb3x8PFq/4XEhpMj0bDQaYWWnY45u8buFi+BESDHSTO3/du8n/X8X6k960pNib10xzM7Oanp6OryFWq2me+65R5/61KckLQtFzgfF6O+kBhk4DiOBtWcyy3XMxJTxPp2ucrmc1q9fr7Vr16pYLCZ+jiD397sAHRwcVFdXV3wPIy6TyWhmZkZzc3NBH15KgZKVmgKSdY+NjSXaSmazWV122WXhhSEU8/l8GKoIaFAQhwTdEPV5Ly4uxt4TG/QGGqwdpctz8bD37dsXyS94Wa7EoWXmCyQrKXgLZGDt2rWRUAYszPkwHwwaoE2UGnwnNZvgs8fM17PZ2SPPv3jooYfCUGEODqvm8/kwbDxXgrg5cgDEhX1lDh67d/7Bc/TmKpyZpIhHIws4Z0fZoOP0/avQA2vAu8fId15JG95uvD7esaJcT8LYsGGDrrvuusim9GxUmAWvj8P0EgzPwnMoVWoS3dGjR6NXLkIVIoe4+XxHR4d6enq0c+dOffOb39T3v//9sMj8c16OklZMDIjXob105nHam/DGCAhfmtp73BaB5HFG4tF9fX2JRBIENIaI37NKKzcYH2b2OKa3gGQfPFuRc2F9jLSX5AyJIIBpEWqlUilq/vL55o0fq1evjhhPJpPR2rVrdfnllyfiXQ75ucDljH043fA7SlI4GwSyJ+EQA+MZQK/uPXLm7H1ra2uUMvT09MRtLtxclM/nNTw8HMaT1DS2KMMhrocA3L17t+6+++64ktEVlKMZGETAnlIz1odCdgjc6ZV9cwOBOkieSSazQ/+cHZ42e//pT39a9957b6BDNMzP55sdqWZnZyM8sGvXLr3rXe+KM3AYs7OzM2BSFNEDDzyQMIShvUqlEjFn9g3al6T+/n719vbG3jlC4vQCjdbrdQ0PD4fx4PXIQLjkN5BMBuJUKpV0/fXX6+DBg7rzzjs1PT0diVeOCjE/6MqzpLPZ7AkblXgYyeWQQ8hzc3M6fPhw9KKWFB3f3DBfWlrS7OxsGBXeCQ96dxgapGdFuf6UD5pwuyCGGfk3Lf74jCezpKELKVkjSbo8zEF2IULTlRaJMgMDAzrrrLM0NDSUUIDuKbW1tSWuyeJ9PHNoaChxzZpDpvV6XTMzM3Ftl7RswSPcyuWyNmzYkLgM261eV4LsB23fxsfHw+NzweIMmoaTUNAOubnV6jAec04rMrfkpSb0v2/fvgTslrZ4i8ViojEFnbOArnzPUK7bt29PKGrm7+tLe0ju6UtNofrQQw9F3JI5ucHg3ap6enr0hS98Qd/85jdDMXqms7fFc9jfa635HYLU94v99U5EGFx8p7e3V8PDw1qzZk0IaN6PMeDICsrAhTe/y2aXe2ITI+Q9rpw9/lkqlSKm6HtWrVZ13333ReIce3PdddfpaU97WqJHdVdXlxqNZukKaFW9XtfGjRv13//7fz9u/+BnjAxXmJwX60tD3H6pAZCm74ErinK5rAcffDDgf9a3evVqnXnmmaHg/IYplJMnHEHLvOvpT3+6Vq9erZtuuknFYjFKfMbGxsKAxrOEfjkH1um10azNy+H4GU1spKaxg2HjoQyvnXa0BYQEmkVeOLKFwVKpVHT48OHjDLR/a6zEXH+Cw2Ou1OPRBsyJwZUaggPvEziVOCTEhhJFOHgsEgYgrnKijGK8UhgsbaVLSUXlQpyf8wyHHvEWsbLL5XLiTkRXEp4oIynRYMK9Xwi80WioUCiE4u7u7o7sxtbWVo2NjUXih8+LZ7BeRjpeCiS4uLgY0CnC22Ekh+je/OY366lPfape+MIXxrs4H9ZaKBSi3RsGg9e2+t46DOrvQmD6fkjLEKgrFM53aWlJhUJBQ0ND4Xl43NSFtNMiMUcEMHvDmhA+IATs4dzcXCLe7fAatI1iI67vZ8B58X6gbFdyXpbE/2kp6MLZDR0SV3wtrDWXy0X8Fa/G0ReU09jYmL761a/qmmuuSTSvT9MZfOfeFvuA8eglYoyJiQlJyxA/dMJ5O1wNbZLDQQyTDmOOxLgxgYHC7z0Ewt55LgHP57yhs71792poaEiFQkEDAwOJunKchkqlorm5OXV3d8cez87ORlyaxhYeP2cOyBWMMObFHsILS0tLKhaLETtFDrpj4ut2/uOM+F29ngyhOQ9t2LBhJeb60zoc2z8RrIswOXjwoF7zmtdE7NWz14g31uv1RKN7nkUSBO/xTjQwqZdiuBJxgXyiZA1XbvzOhUsm0yyon5mZCQs8n2827kb5uU3n3iuQKZ4UPwPKQgkhwDo6OtTR0RGlDKy10WgmdHFNFhCn19LBbAiVtOCHuWmzh6ByYcxZUOL0h3/4h3ruc58bCjpd61oul6PEhLhU2iv296eNIH4mKXE+rIu1+fnwWdCFTCaTuFjdvQa8dr7PeaTLjJgz9OWlYsViUQsLC9FZiH3weWUymag75DPp0izm5QlWxWJRc3NziUvQnT6dNlw4exY9nqhDfuPj4/qZn/mZEPLQQz6f19zcXOwLKMrg4KBe+tKXJgxA9yjT+8/v2UP2ifAN9MFc8ay8FtWfh2LzK+84Z2qL2UPKklAO7DueOpnejqawX43GckzXlXKhUPj/2HvvcEvL+t77u9bavfeZ3aYwTIUZmgKCIiAWUBIFg7EeMcYaE0sSNW+MJjHBkqNHIxIPBo2IDVGRAJYxFKVKF6Yxfe/Zva+9165rrfeP9X7u9X2emZMME6M5L3Nf11wzs/baz3OXX/3+yh3g4HPOOUfr1q3T448/HvasvLw8eP6gBWRsw9coJ2gPT9llYZw3+dzRE36WTCZD/Tt0QV2+y1n4DqXvNMk7vVeAGzKc7dGM48r1tzDcqo1DH1LRCr/vvvv0/e9/PzAbFqykULeHgOAZWIEoImdIlLkUJSZiQigSCA5G8vl5ogSCymFevLCSkhK1tLQEi9C9bOYU9yIZnjyFIISRMQiSyWQQrljuMBiCZMuWLWpoaAgQp0Nb3N3I/BAe3gyBeTY0NIQ54PXA9CS+AJc3NjaGLGs3OPB48VLwGpmvXwDP3jhUxWe+V444EMvjSjXezV7wDIfX2QsXUggPj1FJCgZLPKbrZ+lC0zszcf6JRCJSplJdXR3Obnx8PAgv6BmDgbViOBEyIVnK3++eKjQMquN74Jnq8MJLXvKSSKchPCKyYZPJwr2+KFvOz98/NjYWyjpcyLtB6nva2NgYzhiaTyQSwWNljihe3uV85M8uLy9Xd3d3aFcKveVyuVDLzln7VYl46Dwfr401kJswPz+v8fFxVVRUqLq6OhKXx9hlP2nLODY2Fq608/32c8aDd0PdURoPcSGDfC/dyXD55IgASpqwBTSFXMOJ8VwJztez6Y92HFeuv4Xh8QlPTIl7DL/3e7+ngYEBNTU1RVrmeUKTVCQG/mBNDw4Oanh4OJIteaSEF5KqUNiSgndDvBYG4GcwB8x7JJjYoUCHAZ1xjpQ1CBORLMF+IMwQBs5Ebl2SrIPHCoz1k5/8JNJEgz2Znp4O18v5/HwNlZWVampqCkqytLRU6XRau3fvDopeKqIBMOP09HSo94vDnHivxKVYjwsI9ohno1CZI0qVGJ+fAQIHZcY+IqxYbyaTCfEkh1ehLc6Qs2bv3ahir9zzceiNtdMpCY8YOqqrq4sYinFYNZFIhNaFGAHV1dUaHx8PFzAg0G+55Rb19vaG701MTESEOXNB2OdyOTU1NenP/uzPIuiF0xb71tnZGebKzx1JaGhoCBe9u+EnFRszxOFw53mPYzMPGoB4/bL/nL3i58w3m82GMhNJoREK8D376SVb/B58WVJSaL/JVZD9/f0aHh4O36upqdF9992nH/zgB3rhC18YSXADat6wYYNe9rKXhRIx9sPPw2uqoW/4FnpAZrLfjsDh+ZaUlISqBeclzppzYa0o2sHBwZCwlEgkIhd5uGzi3UczjivX38JwuIaMS6wn9+5IIAIC8jgaw2E8mlPjWVVUVKimpiZSagHjuMXnFqrH9viZvwvvlnUA/UpFeAdF6LExV1i8Fy/GmSluBLjhAVznzTL4/8MPPxzgZJQMV5UR26J0o7S0NHRjWVxcVENDg9rb2wMDMl/3EDA0OAupwNRtbW1BKPresZ6ysrJIuQjenT+f7OihoSFt3749KEPmgYFDrau/g+vuEBL+7lSq0IQcweWhA9Y+ODioVCoVYl9TU1NaWlrSLbfcokceeSSiMP3Z/D65AC7QfY8QpszN6dWVM4aGCzFv4E5c02N5/J571FVVVTr//PPV2dkZkoy4iN4bHSBYyejt6ekJ80ewMtzoJbObchPmgtGHEeIKiv3yUqjS0tIQE3XECsHvRitzAMJ1xe4KFgPYIfzJyUmNjIyEOLL3TK6uro6gQo4CYJjMz89r+/bt+sY3vqH7779fra2tOuGEE1RbW6va2lpVV1drxYoVOuOMM5RKFRvT5PP5UEr085//XFdddVUkQ9w9WPjEjWX2g5K+uAMBtC0Va+MJfdXW1mppqXhJB7/jsgg+Yg9bW1tDLoifA/IU2o3Hxv+9cVy5/hYGQo5kD89adCEM47i16kkH/A5Kj/pOKWqluqWI90d2rneF4jsoEd43OjoagWsQHtlsVvv27dPs7Gyow3MrD7jVPUlXiD5n1gDzJ5NJtbW1RWo53doEYsznCzGU1atXB0ZJp9Pq6OjQqlWrwg00CwsLQckBcbkX42VD7EPcGADm4sy+/e1vh1iVQ5FeQ1lbWxtKWFg7CgIPcnR0NKASXPfF/gEVuvBweJB3UjfqBgkCAWHp3jN7uLS0FJQ5daZ9fX26//77I5dMuxfqJU1PPfWUbrjhhqCU3PsgEQ9PbHp6Oihi6IU1SorkCXAO7sV5WRb7U1tbq7q6Oi0tLenAgQNaWFhQU1NTOGdo+9ChQxoYGAjnyT7l83kNDg5Kkvbu3RvprBTnDalQAw5fENv0+k2HDnkGMT5XJiAGlIPA59A1z0yn05GEpHic3JsmoLA96auurk7333+/3vve94Yubni4ExMTmp+f18DAQPCgWQNrz2Qy6uzs1Mc//nGdddZZqqmpUTqdjiBKxH0xaj12m8/ntXnzZr31rW8Ne5NMJnXfffept7c3nDFnjmHt/X8xejgHZBs/BynIZDKh3n1iYiKgOihF3hFXkhjP8DB8itx1o/+45/rffKAQcrmcHnvsMf385z8PcRqpKMwcBpaKXiqMCEMRQ0RBEG8hpgVjS0XBLBUtVE+EwmLms9LSUjU0NAQh7f16k8lk6D9bVlampqamQLh43p6ExBpKS0uDIOczqeiNuOfrBE6SBmshqYG4GIxJLSCCYvfu3UEBSkWLn/fxPYefXBnikZDJCKNdfvnlamtrC60X+T1Xbo4UsOaJiYnw/enp6bDf9fX16ujoCDWuCFLQBzwTzt49QdrUuffhCt/Pxb0qlDl01tTUpObmZv35n/+5urq6lEqlND09rX379kW8U/Zu9erVuvTSS4PhRtYva8bqz+Vy6unpCXtN6zk8ZfbUz42zcu8P/kmn08FwA9WhcUMcxk4kCuVMXJ4+Pz8frk/L5XLauXOntm/frs9//vMhFs9z4tAgNZ4YoR7eoeTDUZdcLheuPEulCi0NDx06FIQ3V+WNjY0F/vTGLyAKDmE7msD8HNFyWpOkk046KdwYBfTpcPmBAweCYYJHTvIeivOhhx5SSUmJ+vr6gkF/pLORCqVmXr4zPT0dfgZa9aMf/Ui9vb3BUAXSHx8fD8Ywz/am/o6SQQvs1Ze//GV95jOfUT6fV0dHh9ra2kIM2L1V5894aM7XRR4ENdgO8R/NOF6K8xscfuUcygAGRuF4UN8Fvgsbj7tJ0sTEhJ5++mmdeeaZ4TOHyaQipOclHy5EPJkhHks7UgzK43NSsTDdhbrHN/Bs8NaJQwJZutcoFSFDLhyvrq7WoUOH1N3dHcm69Bgx8GA2m420fpyZmVF1dXVQIp51LSmiLFDoExMTwfN3GJZkloqKipAEks/nQ10xygu4cefOnVq3bl2wtJeWlvSrX/1Ka9euVXV1dZibe51eujE9PR3KF9hHhyHd+9qwYYN+9rOf6bnPfW5EubvR4Alb7LcLRodA2dennnpKfX19Ov/88yMGEN4rw2kUAU7zBZpAuALGKCSDmedmMpnQPce9YDyakpISjY2NqbKyUul0Wl1dXcrlCvFlBKHHwaXihfFSsRsR5VA/+MEP9D/+x/+QJD388MPq6uoKngznjqKA9t3I81pf6Nzj39TCAm2TmPf0008rl8tpxYoVymazIQEQhURJiaMsvNuTbjxRCMWMUZNIJHTw4EE997nP1c6dO4NXX1JSotnZWY2MjGjz5s2SCp67z5PyloWFBc3MzKi+vl4TExOhFp6zp2aWBCxivRiJ8Lcn1w0MDIQbe2ir6BAuz0F+8XvxxCL4mZCGpNC0Ah5gz+F/P79kslgr7/IK3tu3b582b94c3js1NXW8FOf/loGXxt+u+NzSgsFdGQKRVldXh7tAgRG5NcNjmgyYAaHlw2FL/s9z+b//8e/wPTcMmLNDufS0rays1JNPPqm77747EDTZljzfbzRZsWJFJAnCE3xc6FRVVWnlypUBkm1oaAjWMAkyjhIAo/n66uvrQ4yLz+hJTAcgmB2FDLP6eba0tARFgXe3adOmoIxBAry3NPvnyguDwGH7eJxcUqTJB3szOjoa6aIjFeOE7DX/xwBbWlpSOp1WLle4TPvCCy+MxK0cWnO4m+czRzdo4h2tysvLtXz58sO8BkdagChpaM9+1dfXR3oW33///ZqamorA3W6wOH2gXPDg29vbJUlXXnlluKHIjU3WQ+kMjfQ9YckNGWqsMXDJnoY3p6endf/99+ulL32pampq1NTUpKampgj8S7IRNOlhCvfgODuMJedXGvKfcMIJ6u/vD1nvnLNUvCx+8+bNkeQ1lA7QMheVg2L53BKJROjKxVy3b98eLkPA0GCOJSUlampqCm1W6+vrQ9Z9aWmp5ufnQ74JvBc3vhkex6bxxOOPPx4SGdkr5uAJnZyx87kb7aBVUrHU7Zl4rseV629huCcIkwAFO4P48JiDJyQRi/JYAH16a2pqND4+HgiGd8zPz2vr1q3hDklXlP5dZ2JJEcgLZejKh58lk8nIbR78Hh4LZS/z8/Nqa2vTqlWrtLRU6HMMzBcvTUG5sBcwq2cnwoRSMQ2fEo+KioqQEYgngJKXdJjV6t4jwt/vspV0mBfHc/i9ZDIZPAUGCsIT1HK5XIB+2btMJqMdO3aot7c3giTwvrhB09bWppGREa1duzayN6Ojo1qzZo0ef/xx1dbWKpUqFPCTRe73pCJUmVd5eXnwsjy5xGNf0IwUTXgjtkoSDWcAMnMk+oGGaeXHGkdGRsL9pcwFgdrV1aVstnBVYFtbW0BUmAtzGxsb0+joaJh3JpPR3Xffrfn5eW3ZskWHDh3Sxz/+8VCy5fBrIpHQ3r179bOf/SwkiDmaJCkk+bGXTU1NwXtiXXjMwLVnn3222trawu/7vsQNDP7t+Q+c/ZHoF0XH/KHdeJJYZWWlBgcHddNNN0Vux8Hw5pnQez6f16FDh0It8/T0dOi05Eppy5YtampqCrzOHHhGbW1tKKnyXJBEIhFuUvLyKee3eAyU76RShVKtM888M9Iv2JGpuDFKjbrvJ39qamq0evXqiKPzTEbJf/yV4+PXPbC+sYboPPLTn/5Up556qpYvX67FxUUNDQ1p2bJlmp+fj2T8okRckUCQEFJHR4dSqVRISuFzlMNpp50WyexzuBjvCILyWOL09HRgUBiPGjWyH7FWJUWU1cLCgmZnZ4OQn5+fV2tra4iFOeEDu8Y9YWBiGJW5eTwEb4duUAj31tbWSJMMBEkmkwmM7pCTP9O9NqloaFRWVoZn4Znw/JKSkgis5V6217tKRSsaT2RkZESrVq2K1K3GlTSfIdTwJoDd6E/7gx/8QFu2bInAw9AQCToIF4wvV3CeRMRnQGmeFzA1NRW8NOJ2KDl69bKf3jUHY9HXyHyWlpbCnbnJZFJ1dXWh0QNKqKSkRCeffHJ4V9yzlwq1yl5X7rROm0G/boy1oqzXr1+vlStXHgbHQq8u+FlfLlcoBUNh83tf+MIX9NWvflVSwXAoLy8PPOGJYDwbXsKAc97HkHMo3OfooSeHQ1EYeNTcJTszMxN4wXmPUVZWprq6Oi0uLgaF7WiDv3NoaCjSEtUhfjcQpqamAuIyOzsbkqaQJ/CJNyKJJzq54gSVgH4WFxcPu9sZviNM4bA/cgteYh8wjo52HPdcfwsDIUOaPIrt/PPPV3t7eyB8mp57/BIFCcO45S8VFa1btFIRBuRPe3t7pP8w8/LnYcGS7QjkCnG6V5fL5XTo0KEg0FzYAItC6PzM45ker2MwZ6kYM9u2bVsQTAh+hu8RsBIMiCdGQsr4+Lg++clPavv27RoeHj6s9MchLPcKfG+A8bxEyBUm6+H/NKHwpvwwNMJpeHhY//Zv/6bvfve7Ib6IsGLNCE/3bHgen7e1tQVP5MILLwxGQD5faN6Ax+QQPGP37t1h/+Ot+xw1gGbIZqb/cDKZ1O7duyO9l32tGDXz8/MhbIER57FCkBy6P/X09ISaa0cQKK9yg8/j/+6lwXtVVVU69dRTI0qqrKxM6XQ6stfQ5djYmA4dOhTm5PvNXvE+BHsqVbhRZm5uTnv27JFUyIWAfiWF9pzwUyqV0uzsrD7/+c8rnU5HMoklhaYozu9xQ/tIED3fd/p1gwwjk/CE0wPvg3YJt7BPboA60vXEE08EmnejAx4lLFFSUqLR0VHdeuutwQByJ4J8lJmZmYgB5HLIHQ5H3vL5fMTAZXjNMCVVbtDFeSKdTuuJJ57Q97//fR3tOK5cfwuDetSqqio1NzcHGBe4aWlpSXfccYcuvfTSEB91b8cVEcLDhbRna8YFwU033aT9+/dHLLF8vtiMAEvRLVKUINCOFG0ckEgUMv3uvPPOyMXWlMG4Z+zQXVlZWcgqxOKWop2hnJHm5+e1ceNGvfWtbw1KDYXpMJ17NMCSxP6SyaQmJiY0NzenK664QqtWrdLKlSuDF88zuFmDRBmEOnOl2N8tZRLSEAgIWoQ0sVqHtjgnMo57enr0i1/8Qm9+85tD0wq+T+zR4TBPomLtvJMYpwtBzsIzdF2QlJeXa8OGDWGdNGjIZqMtBCkv8npWBBu1w/wbYQdteHza43fsl5ee8cxsNhuy0aG34eFh/cu//EsEekTYoiDcKwauRhCTKIbHxp7BK4QQlpaWtG3bNt1+++2BniRFlASDufIZBmUqlQr9gm+77TZJ0kc+8pGQDex1yiUlJXruc58boUk3nDwhL64E+dtlRCqVCvFz90jhLRLF7r333mCAcAmGrwkaAH512qQEhv0vLy/X7/zO76i5uTmCsPA3terwWGlpqbq6usIZNzY2Bs94cXFRmUwmeK5uXPjamSf0wTV7DOeNhYUFPfbYY6Exzo033qgDBw5E0C/+RjatXLlSL3nJS44k0o84jmcL/wYH2cI//OEP9bznPS9AwygaqZiw8thjj+nWW2/Vhz70ofAZUClQMp9DABDvH//xH+vss8/W7//+7wdBgoDZs2ePli1bpqampsCoeAtAJ1I0a9iHMy7fcWsYxZlMFhMisChd6Eg6LDM67jFgKJB5GPdS+QMcGWckqQiHZ7NZ7dq1S+vWrQt7UF1drfn5+dDrl3Wxl8R+UaA832Ni8Q47lPx4EgcJGqzP1+mJKC70WKsnroyPjweBU1ZWpsHBwQB90zUIAejZjwyfP3TBGTr0B6SeTCb1ta99Ta9//etVU1OjpaUljY+Pq7GxMeIpMaAzNwagqb1794YuV56xTL3k3NycGhsbA207/TkcuLi4qK1bt2rlypW67LLLNDIyogceeECdnZ0hqYbvlZYWLh13WBUFFm8tCW16Fio0MTMzo0wmE4mLQw8karmy8v12Y4H98Ngryoc9Hx0d1caNG8P/eR/nwXNI9kkkEpHwhJ+lQ5qezc9euFE6OTkZ6sOBUalbb2hoiGTbOpTvyg/ajBvH8IRfiOB3DbssYb7wEhnLg4ODKikpUWNjYySh0BE05/2pqSlNT0+HO60xKJ0WDh48qK6uLiWTSQ0PD6upqSnU3TvkD32Qw7Fq1aqjyhY+rlx/gwPleuDAATU0NEg6/HYWDjSTyai3t1erV68O8Q2pKJCJE6E8vD/oXXfdpYaGBp122mmHWXQIF4h/aWlJt99+u9LptF72spcdFm9BIOGJesanK0sXsl7m4fAVc6TrlFvjR8pc5ucDAwOqrKxUQ0NDBC5ijsxTUqRhg8NzzqwHDx7U2NiY1q5dG+l97O91gwWBkM/nQ0Yi33Pv1JNwnPFRDu6FMNwad+bHU66trdXi4mLoSONGhHcEKisrC4YAcTMEwpGUehwZQPiwBv6enJwM5S0oAY8DckaeROOeMsK/t7dX9fX1SiaToWQDGmL9KBLKP1xheIIOSW/9/f265557ws00bkygnFBofo0h3rM3pcDzouyL70hFFGPdunVBWXqph9MhNIFHxMDocT7HaFxaWoooTPiZ58Pv0LK/C77kfPwuY+bCnsAj3unLvUBHjxKJQrLY3NychoaGIggZniphB7x79yr9/fAndN/b26vW1tZQggbaQ8MHkJxUKhWu65ubm9PU1JQqKiqCEo97sdCJG5nsy86dO7WwsKCTTjopIBLwCPLO188aMLBxhIaGhnTyyScfL8X598ZVV12l5z73uSHL8JWvfKV27twZ+c7c3Jze/e53q7m5WTU1Nbr88stDNxdJ2r9/f0RQHu1wKA0r2JlAKiiJE044IQIBuSBz2NeVSC6X0wtf+EKdfPLJkgoM85nPfEb/8i//EghOinovF1xwgS655JIwL7IzpaKScGh1z549IePRn8mA4RGSDrUlEsX2iSgsGNY9GfeKW1tbQ3cllAXfd9vQW0mSoDI9PR2UH7G+3t5e/fKXvwwNFLzG2BW+VGxU4XEo9xCYv3s6DvtK0s6dO0MjC1fMPthHhGlJSbGD1+joaOjL6soL4cb7QAd8r1wAIXRQpN4qb2ZmJnIe/CGOivBEcJNh6TFxF9LQJwqlq6tLtbW1OnDgQKQsyIUw0CM84cLZDQK84c7OTl1xxRWRfSdHAMVJIhRK/J/+6Z90/fXXR97hBp4rBv7d1dWlVatWBX7hXDhHX7f/8cx6oHTfWwxmztJjoPFWqDwTmnJIHwVCtyXmAyTtDRkmJiYi/IhxBnrmxt9tt92mu+++W8lkMhImwkByQ53koxtuuCE0SSHc5cZANltoXuEQOGvEI56cnFRVVVVYFzITh4SzxFhnzh7bLS8vj1zOUFdXp+985zsaHh4OJT/wN0aXI1f8jUzhrEkcPZrxrFWud911l9797nfr/vvv109/+lMtLi7qJS95SbgZQZLe97736ZZbbtGNN96ou+66S319fbrsssv+0+/2GiwpKmidGSFqoMd4CY5/XyrGVyA0j5tJxUbacQYljgSB1dTURNokYomjLN/ylrdox44dQSF4Fx73hOjj6jFQ/vBe/7fH8pin7wX/dxiIf1NmwP2ukiKXu7vX9pznPEdveMMbwp6XlpZqYmIivIvyFCxuPDoYUSoaMsBt0uFMubRU6G/6pS99SY8++mjwnjOZTFD6rkAwHBBOnFdVVZU6OzvV0NAQMcR8D1gjP0Nosl/xRDWEIgIV747nI7Dco/fSJxR4HEWg964rTYf+Nm3apIqKilAixvPHxsYiF3Azd87HlSzXtJWWlobyHuiFxBcEN8+n1d/69eu1evXqYGiNjY1FFBleEWgA51BSUqJMJhPkgyt0oH+Ug1RsZADdulL1s3NFiPcuKQIJw8d+EbobcRgzxAUxGpg333Nkgn12nmJ/+e7atWu1fv36YCTFDQ/+oIAWFxc1MjISEsw8yxzPO5FIqLu7O3IJhyeJpVKF2lJvR+qGIk0u3BBzxwODOw7RV1ZW6qKLLlJzc3PoDoYzg3fqyXScQTKZDDA0RsjRjuOw8P83hoeH1dbWprvuukvnnXeeJicn1draqm984xt69atfLUnasWOHNm7cqPvuu09nn3229u/fr9WrV+totzAOCzuTePo4RJJMJnX//ffrpJNOUkNDgx5//HGtWLFCjY2NASqRDu/N6ZaiVLSoPcuY5y8uLmpycjI0gI/HH+OEmkwWOqF41h/Cw614EhBI28/lcoFIea5ULEFxLxyBhXBmuDB3oeR1vpQFOdzoFi2/g8Hg8B4GiWfCeukOe3ukJBYElieP4cHzbBp7YFGTsMQ5wrxTU1MqKSm086P0CKHsvaLZd+bgXo6fHdA3a8P7JAs8kSiUWCUSiVBGAz388Ic/1Jlnnqn29vbg8fotKm4YIoTpTuVNABxhyWYLfXn90vbt27frpJNOiiATCDfOBYiQmleno/ge8L7FxUVNT09rcXFRbW1tgUfgOfa3tLRUs7OzSqVSIRnLUQbuBaYloMPaGJ40jPdYpqMN8b1wbzmfzwcjFwWK94fBgNdcVVUVybnwuXhYQVI4e4c7oRugTgwGQkL0S6YcK51Oh4xbDATnT0enOH8PDThfsv88i3VCK0DDbpTEUTv2zNG+eHjGZQa0hPKm5p7fc0cl/sf5P5/Pa3p6Wt3d3cdh4Wcy6Efb1NQkqdAGbXFxURdddFH4zoYNG7RixQrdd999/6l3IURTqZRGR0cDgbvlCOGuXr1aFRUVGhsb0x/+4R+GTjUwkjMYCg6hgpJIpVKRZCU8M6nYIaqqqioQuFQktIWFhZCej5ImsQUm8JheIlFIAKEzEs93r9WVJh6HZy5TnB5XkK7AHcbxv7GQWbfXrvIHxiR+Goeu6MTjZQpuKTPvuAB2eJPvAe9y3vX19WppaVFLS0ugA6xxzhPvCbh2165dAYZ1QYOQQ2lhADz00EOhSTtwL+vA8EBweImW0x/NI5YvXx6y2CcnJ4PH6R4T2brsKXAsAgk6RFiWlJSotbVVksJl9895znOC0vbG9fCCxxr9BhU36NhzPGA+q6+vD7cXIZA505KSkjDnuro61dXVBf7xBvIoEWiCsAP1vmVlZdq+fXvw3KG/uIcKHVFmA21C+17bLRWU0o4dO/T5z39en/3sZzU8PBzOlP1lH6AHVwr+M0dGDh48qIceeijCn974w5v/U34HzbE/fNcz8eN33ErF0haMeT+7ZDIZyrHgF6dFN3b5241bnsVzeYfTchzZwQCJy1vPxmevnI78WUczjitXFRjlve99r84999wQq+SmCHB+xrJly8LtGsRhnulwb623t1czMzMhaO6eD9Z2aWnhrtWtW7eGVm0QGDFKZ9BksnBBsXtgEBKeB/Ombo0xPj4eBApwjyfkJJOFfsBcVwWDu4UZr0+F6fiex3yYhxscKHuHldgv9o5340GNjIxEIC6pGLdCOKbTaQ0NDUWY2zMbGVx+jhBHKfnZSNHr4BjsnXuQzKe5uTlca+WKHk9vYGAgKC0EWEVFhdauXav6+vpwAw/PZM6jo6MROGzLli2qq6sLiswz0d27daVE0lJ5eblmZmZ03333qby8XGeeeWZoT1dTU6Pm5uawdoSZKzsPd/hZLCwsqKenJyAun/jEJ0I2KrTLeXF2P/vZz7Rv375ggGSzxWbqjsywFySB4WFTiuWGD993vnUonRuc+IzEwXy+UIM8MjISQiGEMdjnZcuWRe5ydQNkfHw81GimUqnAc7zX23OSe5BMJvWjH/1Il156qa677jpdd911+vGPfxzWxd/EVB1KhRbYJ+KK0HJVVVXw5Ovq6lRbWxvgVoxSftchZfaeuWMc873JycnAA24A42mjtFHoyWShgcWRUCZkiWeXczbwI3N0CNmRGjfOfD98bd6kxfMYkD/wHLLxaMdx5Srp3e9+t5588kl961vf+rU+N5PJaGBgQH19fert7dWhQ4ckFZm7pKREp5xyiurq6tTY2Bh+L51Oa9euXRF4jFiEQ5dOWHEvinIJT7lnxOEOhz1gMj6vqqoKWbpSMVkFj4mMVRdYJDe4YnMm5XcRJn19fZHkB4SWe1VStItRvF+pGwi8L27F0seV7wAhuZUsFeGxbLbQgByYjOEKFE/KDQuPdcYFAcoES5n4+0033aS3vvWtyuUK5Q179+7VwsJCpCUksDoGAc+fnZ3V8PBwBIr0gZCJQ6guYFCSuVxODQ0NWrt2bWQvEVpVVVVBiMfjYgyeyTv37t2riYkJ1dfXBzQEZMA9FZKsxsbGNDw8rDe+8Y16+9vfHonpE6Nj7m70oXCgYdYJpOtnBh/6yOfzkSQanr9r1y5lMhl1dXXpySefjDQL8bgdXpsbTo4yQAtO0+l0WhUVFWppadHMzIyeeOKJiJd33nnn6W//9m/DHE855ZTIpQKcAevjfdADdeasD15pbW1Vd3d3RNG4gcccJAVjF0MAT93L+OBtbo9xjx1eitdXT01NhfakxDwxXDDo3Yh0g5w9ZB/iBjJ0Eed1DGoSLt0YxICIy8qJiQkNDQ2FZ0mFDPLe3l719fVpYGAgJHj6eNbHXP/oj/5IN998s+6++26tXr06fP5v//ZvetGLXqTx8fGI97py5Uq9973v1fve977/8NnveMc79KUvfemwz/v7+4MA95gbwpP/02TB4Tu3yiWFmJWXccQhDAgGhYwA8XR/GAJiBp5CwPBdoLE48zFPPncv0+EuYGyelUgU+rZ2dnYG6HpmZiaSyOWMA3OMjo6Gvr0oUpic7/E3e4EQciZj33x/sODxCEALdu3aFS4B4EYVbgtxYcJc5ufnI/FJvGdgt/n5eWUymbB/eDSJRCLcvvOGN7xBTU1N+vKXvxzpJOPwOorf404ofN8POj7xLuqQ8VgxAObn5zU+Ph48G9ZG3D6+n56YBXyczxfKhqjdBAmgttihSj9Xby5AGVBJSUmIT8ezzz25hb2JN2LHYMEo4dxRyA6HIrw9bj8+Ph7mPzk5qZqamsMEvp8/YRFvD8k5MHfWCs+OjIxoaGhIPT09uvDCC4NBRbhoaGhIExMTOumkk1RfXx9JNMPLdX7NZrMhM9sv9fA9d4OSWL+Hj/x3nKfcGJ2dnQ1Zz9zkw+84cjY6OhrOEsN+YGBACwsLWrVqlSYmJgKveDWFyxxooqWlJWKs8l2fp6MZ8/PzIbGR8+JWLs7JURyULGeGAVFZWRlirvHxjne8Q9dcc03ks2etcs3n83rPe96j73//+7rzzjuDpc4goemb3/ymLr/8ckmFkooNGzaEhKb/aExPT4dm4YlEIRa5adMm9fX1BULz7FNXPFLR4+BnTkz83OMYeLXuqTrzAzfxbu5zJMHGrWwgOIQBCsM9YfdI6UcrFYW8Kzafl8dAWBOegFTIHCXVPw7p+b4A2TE8AQKoGAXsCV3xPWGv/GcovsXFRa1Zs0ZSIaEN4VNTU6PBwUGVl5erpaUlzAsL2RW5ewLAfggL+hoTr/Q9y+VyoUcwzQaGh4dVUVERiYlJUl9fnw4dOqSNGzeGms5MJhOu8spmC12IaAZRWlqqF7/4xXrsscd06NChCFKA8kGRzs/Ph849xB6z2WyIxd16662an5/XpZdeGvHcvG4VZU9M3OPpnIFns05NTUUa5LPveB1S8eIA977n5uaCkRovJ2OvaEyCIeNxNW/16WEBPhsaGorQJskxbkxy3iBH/IxaWhKmPJb75JNPqrKyUieeeKKkAupVWlqq97znPXr729+uk046KRgWxLMZvBeo2j1Zj7W6B8vP3BCH76g/lYo9kuP75KEmeNONDAxy9jSTyYQ+34uLi5EkspqamkAjjjrxvPHxcdXW1obwSXl5uebn5zU8PBxuqfJuW25k0AEOhQ0P8Fx4d3p6WtXV1ZHEJ0c5CNFMTk5qxYoV2rZtW0iwkxTKNX08axv3v/vd79Y3vvEN3XzzzaqtrQ1x1Pr6elVWVqq+vl5/8Ad/oPe///1qampSXV2d3vOe9+h5z3veUSlWqXD9l2849w3mcsViZ5jTlY5UJFT3oqRiOU082Qci945CkiKKi5gHzEXWKBl0ZKJC/E8//bSmpqZ0yimnhO86JMNaJEVuAPH6U5Kn3FqG+d3jQrAmk0k1NDREMkWl6NVSPCfOzPQp5ed+yTvCG2XBxecudBxWS6fT+ulPf6qLL75Y27dvD545CmVwcFA1NTXBoMBKd0EDs7tQlxS887m5OTU3N0fowY0WFyzsM1m98VpY6Jb3YxiwT6lUKmSCM68Pf/jD2rp1axCwhw4d0rJly4JHB1150lwmk9HIyIhaW1tD1vjrX/96SQpXjOEdDwwMqKOjIxgV3jkq/sczbrPZrKanp5XPF7LXEfCcs99k5KGEubk5fec739Hll18eDEh/B0ZZMpmMeFgoC6lY9sP7ENagL1VVVZqYmFBlZaVqa2sj2fKsM65sMAI8eS+ZLN7ZmslktG7dujCP0tLSkGV/0UUXqbu7+zAPi0vmvb2gIz3wDesCBWBubhhD76WlpXrTm96kv/7rv9bGjRsjISj+7Xzsf/hsaalwNR8GAEYR5TWEBTD8MOq8KQ7vQwF7LSuXn5eXl4fQFzIRHsWjrq+vD4qS4TwA7/3iF79QV1eXurq6QuMJ6AXeLS0tXOKRTqclSZ2dncezhf9P45prrtHk5KTO//+a5fPn29/+dvjOZz/7Wb3iFa/Q5ZdfrvPOO0/Lly/X9773vf/0uz2ZBG8FCxfhTgamHzCxPhjCg/UwuRe4S0Um8lgHv0+W6sLCQlAgxCFmZ2f1whe+UJdeeqluuOGGICQQPM5UED6fIZhgpP3794fYov8cIYCn6B5ePNvRvTQEuMN+CMH5+XlNTEyE9bnyxTOLP5t5+tlUVlbqBS94gSoqKtTa2qqOjo4gTIeHh/Xzn/9cvb29hxlFrIn3YjA4ulBaWqqGhoaQMTs8PHzYfat4O/T5BbpcuXKlysvLVVdXF2nwUFFREZgdwwL4DAEGbYyMjOjpp5/Www8/rGuvvTYkahBLY77sSSaTCbW3yWTh0odkMqkHH3xQmUxGDz30kB599NFIy8WysrLIHaVAwolEIlyvhtIi9oqhkkql1NXVFdohEjrxuzidVqDxxcVFLV++PPJcaCWuiI/k+XlfbDceecfMzEy4FaqyslKjo6OamJgIhoDTfdwIhL8JyUBj+Xyh6xdhIldYi4uLuuKKK9Ta2hqMNxRURUVFMIIxGD18xOBnt9122xEbtLDekpISDQ4OauvWrRoaGop44Q5B+/p4jud/MDeyiDHOUE5km+PVxx0LN+woOaJVK3zOv2kAw+/Dd9zc43tJhyfCavROzuVyGh0dDWiCGyCcPfu6tLQUHKSjGc9aWPi3MahzPXjwYCAYt4pdaZCejsAbHx/X5OSk6uvrNTs7G2JQVVVVEU+R58XhoFwuF6Amvud/Q5wI1HQ6HWLQP/jBD3TeeedFYlLOoDzHvQSeedVVV+mqq67S61//en3uc5+TpAABAV+SyOC1v3ECl6I3wuClOvl6wsvCwoJaWloCw0vRuIz/nhsFwD/uKbsikBQpPwF2dnhbKjaZYHhJgTcHmJmZCbEm9zh4Jx1r6Gvrz+S5vi/AZnjHKCzWMT09rf379+trX/uarr32Wl133XV66UtfGrI5UTwowerqag0NDWlubk7t7e1hzxcXF9Xf3x+y2d3oYv8Q7Efqq8zfGEVTU1Oh3SF77WESBDHwMjTgyTPEkh2Sd0+LvfOEJOZw22236Y1vfKP2798fMq2djlOplMbGxjQ/Px9BG7z+1OkqHo92Y5gYMKgV/ESctLq6WvX19aFvtEPn/L6jF44w+HecL/AGeQ69kjkLvk/I4Eheq3uovCufLySsUe7kStL3PZ1OB6if5Khf/OIX2rt3r6688spI0xDnU7xQh6pZO/ySzWa1ffv20FIRuJ/5esKS565ggHvuhaNy0Cb/Hxwc1K5du3TxxRcfr3P97zogfm+H5wfKz774xS9qcnIyxLfa2tp0991368YbbwwCCIGCdcXz3XL29/JdhIen50vF9Hpa1T311FMBBndLDmUyPT0dYirOgEDeZ511liTpzW9+c6jl9Cb8CBqESHzuCAOPaQEP4WG5R5JIJA7z4qRikhiJJHi87L0LU5IdHAb3PSwrKwvWOT1/+f6R4luSQowVSJA1oTQxMuJnhud5xx13BOWNMEUIeRN07wrkt/AgQMjUffjhhyUVysnima1DQ0ORBhv19fWR+CfvbG1tjfSpdSickc1mQ3kL7/C6W+ZHHBPBRyYqn8X7yTqtERJw2tm2bVsE/XGUw8fk5KSWlpa0Zs0affSjH1V1dXUEEocfs9lsqFFeWlrSwMBA8Pg8A5hz5T0oIQxIPsNAmZubC40iEomEOjo61NjYqEQiEUmkhL/dawSRgI/gBUeWXLHSMMZjp660yUhPJBLBIya+yR545yjovaurS9XV1ZHaW39HMpkMYae6urpwvrTedNni8D1NNDhT9ho6g4by+bzWrVsXygP5ffYkXl6FE4OxSkzWedf5nmdxefrRjuPK9bcwHLqhvs8traWlJe3du1d/+7d/G5gYgnjxi1+st73tbaF3plv6EA9eqlvrCGmPLzEgMKnADI899pgmJiZUU1OjZcuWHWYR891sNqsXv/jFoceyez4ogi1btqinp0enn356ECgk43gcOa6QnOElRd4Nc3qTDJiYBAeP4UjF9muu3OLWLcKO57qyd+WDop+cnNTevXsjStg9AOB1/g/8xzMQEiQIlZeXh9IJV+iS1NHREdkHFDVF7/5Onw+CHYEzNDSkNWvW6O1vf7tWr14dvFy8AUnhUnlXSPfcc48OHjwY/k+YgN9F6buiTiSKNZQOxXuZDM0UPGsVCNibE3hjCc7eE8Dy+WJ5WT6f19q1ayN85gk4fm1fZWWlysvLddJJJ+l973tfiPExP5S8Q5+5XC5ki3viC0rAmzwwV+e/ubm58J35+XmNjo4epvy9+b4bFJwpRoErIujIDQLonTNraWkJBq3nbbi3yLrcI87lCn2JCU8gR9zTdTokcY/3VlVVhev1Dhw4oEwmoxe96EV685vfrOnpaY2PjwdFj+JMJos19bzzSN47uSS1tbWR+27ZE7xc5pvNFpp4eN0s581eHTp0SLOzs+H7UiGvxLvM/UfjuHL9LQwObGpqKjC6M0kqldKmTZt04MABbdy4MVI2gDCQih2J4rATgs8/Z3gcQorehAFTrFmzJvSxBb51iw6GKysr09e//nWtXr06ct0XTJLPF2J/ZOch0GZmZgLhuuB3z9oNCgafMRfKKFiXd7mSotAsgg+BzfzcymZ/SYRwz8UVMevv7OzU5s2bIzW/bswgxHwt8fmDGhwJTZAKhs+TTz6p1tbWAOe5x0TGIu+mu9TExETYY6zyioqKkDjT3d2tj3zkI6qtrQ2QJsLWS6qgsYsuukgrVqyICLmZmZngfTg0jbCKG2UuwNknsjy9dpOSh3jP6oMHD4a95k5kN1KZv8PrKDc3/iorKyP3t7pRBJTtiAiXpPPz0tLScLNTPH4/Pz+vkZERpdPpUCPNngBxHjp0KCiOyspKdXZ2avv27eHaN/e0eWfcICbJzQ0ZL/NhDb7vnBvw+qFDh/Too4+GZ/MsvEM/29nZWZWXlwcFCV3Bn3inxNOhReLkbvgMDAwELxhD1a+zc751g83RMowLh/fhmcnJSY2NjQWDlcRGN+owKkmy450YrVz0TmKgow5HO44r19/CgMgpqvc4HTHRVKpY8wgBOezlXhvEh3CBObLZrHp7e/Wd73wnKFGHXLFqnZFKSkrU0tISYnBYhwsLC9q9e3ekEDyZTOrEE0+MXOeFUKAFHen2g4OD2rFjh/r7+4PSjkNX3nJOKkLkXOTu30WYYoHfeeedevTRRzUzMxMsUvceWDfPZL3Dw8N66qmnIp7M/Px8aIeJUiXZi9/nZ27JYyW7ocReu0XuZ+1K22NxCOZcLqddu3aF2tFDhw4FoeIxRaAtjCLe4XAef97znvfokksu0Wc/+9mQnUujjNtuuy2SfMY6vbEGtIUh4p4RCnZpaUm7du2KtDFk/w4cOKBrr702AgXCF9A2iS+OaPj+AftzFnGjkc+gFegT2vIL1h0xIh7LnmazWa1ZsybAxb5Wzn1+fl579uwJeQAtLS3atm2bHn30UfX09AReWFhY0EMPPaR0Oh1u10Kwr1+/XnV1dWpubo4YTOy3Z6MTWvH8Ce94hMHpyplznJ2dDedQXl6ujo6O8HPWizcKfdIhDrja95jnjo+P6xe/+EVA2lCocRg3nU5ry5Ytev7zn6+urq6A/LgxhKyKnzt8VVFRoaampiMmWmWz2dBliedAV+Pj4xGjCsPRQyzQ4ote9CJVV1dH0MF4SOE/GseV629huDfEVVP84XOpCHdCRHNzc8Gil6K3ocAMDBREQ0ODTj/9dElFRQEkBfHHa8zItnVFlslkQk2Yw2rMw70tmiRwx+gTTzyhu+++W83NzSElXyow2r59+4JnLhWNBhesWJgOHfIzFH1FRYVOO+20EAtF8Xg2IXXHLqgaGxt14oknhrUDDaOYPMPSk448DoQBMjU1pRtvvFEDAwPBGvf4tHsf/L4bQz09PVpaWgpJFtQtXnHFFWpra5MkdXd3R2jFIVr3xlOpVPCIgSQR8MPDw5Kk9vb20L2ooqJCIyMjuuWWWyQplGw5VDY9PR3xvh26hK497si6eQ4Zl1KxdMtrSVEo4+PjWrNmTaQtXSqVCtnVpaWlh8GmVVVVwcvguSSe8dnExETYE/pex5Nk6A6EwvJryxD84+PjwSvjInUQhVwup/7+fl166aW69NJL9fWvf11TU1MhwWzr1q2qqqrS8uXLQ5075+x1vm5UOI0wP+e54eHhwAcYCHiVnjznZULz8/NqampSZ2dnOCvONZPJhHCGxynj+Q2O5MzPz6u9vT1ka5OXwHAPuKqqSh/60Id0wQUX6Jvf/GYoxWEP4vKEs4n3yR4cHIygVY6UcE68N58vZAITMnLlzbl6K1mfC94ssfGjHcezhX+Dw2/F8UuvHWaRohY6jIEgPXTokKqqqkJZCAR1JKiT+KbHQCUFQsIzpnAahbtr1y6tWbMm4gHn8/lQkjE6OqpTTz31sBgbc8lms7rjjju0du1adXR0hPkjTBC0zBcr05MLYBK82Uwmo+XLl4fPgb1QHgwSLvDGaZpA0/lkMqmurq7D9ss9NYc4UXYoEI/ZooD5vcHBQa1fv15f/vKX9drXvjZ8vrCwoGuuuUYve9nL1NnZGc4klUrpwIEDWr58ua6//np94AMf0L333qtTTjklGDDsLcIh7iG6MFlcLFyqTrYr9CMVhBudkmZmZsIF9NXV1ZGWkKyfc3Ajikxk4NC4UHNFmsvlQsG+Q+wIfIdwoW0E9uzsbFDujgpIR85XQEHOzc2prq4u0BPQcUtLi2ZnZ3XgwAGtWbMmAlWjiJi7w/hx+pAKnZToePTggw+qra1NlZWVYa8ymYyeeuopXXLJJZKkD33oQ3rb294WYrRkPRNbBqJkPul0WnNzc2poaNBb3/pWvfe979WZZ54ZztDpATTgzjvv1Etf+tLImThU7Xznysabunid9djYmHK5nJYvXx4MnqWlJfX394caXOZM7gTG30MPPaTu7u5g3GI8YBDBlzSw4T0+T4+l+lqgqf3792vlypWB950foSvmTKJcHHFKJpOanJwMl2qAQJDkxGcYpFIhDj4xMaHVq1cfVbbws7aJxG9zcGgQIMQAo3O4qVQqWE8cNskmKBhvE+her2fWJZPJUMvFc2pqagJR+n2F+Xz+ME9uenpaNTU1IaBPyj2EzJiZmQk9lL/97W/rLW95i7q7u4PwwupMp9PBc2De8bidGxo1NTWheTxp+ewP84yXuSCA+DybzaqhoeGwzk9Y6PH3wvhx+Jo/DuWjRFtbW7Vr165ICRBW/f/z//w/OuGEE9TV1RUE5MzMjK677jq9733v00te8hK9853vDJdB3HPPPcrlcrrwwgsj+8J7mQfCgDnQjnFubi7iFeZyuVA2tLi4qBNOOCHQixs6QM80QAGCBPImIYvh9cZOM67kXRnGIWCe6573008/Ha6fc4OLc/HhxhVxO9bB1YxSNGubcAGIj4daOFvOiL1m7t64vaSkJLR4nJ6eDs9au3atrrvuOg0MDOgVr3hFMEg8tgwkSWgDhIh/JxIJXXHFFVq1alX4PnLDDZXa2lq9/OUvDx4mEL9fOODQ6NTUlEZGRnTiiScGfqKhCmttbGwM+wh9DA0N6ZRTTpFU6FRH+Vg2m43cgV1XVxehJ/bOy8jm5+cD9J1KpYIx5Q5A3Ojiefv371dDQ0NQit4OE3QIT9jfiSxwB4NcEBpHoPzdyGTvcH781q3/aBz3XH+DA8+1t7dXlZWVEa8IC2lxcTFSdjA7OxsUpSsMmAzYCoaTilmu7lXSFs5jJhAa3qsLav/Dd1E47s3ws4WFBaXTaU1OTmpyclIbNmyINH4ANksmCzf2NDQ0BIYCJnZSjMPkKCmYh7VIRW8SJuDzn//85wEqplMU1+rRRYa6wmXLloW9YLjn5KUhXlvozCgVa+owjNi32dnZAJe5V3ikWDgCxw0I9sKhVxh+bm5Oe/bs0bp16zQzMxMSgriwmz3kXcSkXTEhCF3YJBKJ0OMWBVtSUhLp9uPCkDMCWqTJBfuCMejlI7lcoYE7vXuhb/+OC2r2wT1ONyLZV57h18Txna1bt+rVr361HnroIa1atSoyR/daUWYeQ08mk9qzZ4/OOecc3XfffVq/fn3kTOBjEmqqqqqCN+2QrSclSkXDw7186BpPF3ok2zWXy0VKztgnztBLd6Cr/fv3a3R0VGeccUaIL7NndMnyTOhEIhFq7Lds2SJJ6unpCfyXTCYjTUEoD+LZrIPQBfSXTCZ19913q6WlRZs2bTqMD6Dr0dHRULFAz+vm5uYQYkA2ZrOFO4L9NivnKUmhUQpGNIqXO5adh6EVNzqTyUJXra6uruN1rv9dBwfV09Ojxx9/PBAmwsFjSVhoCBcyjEdHRwO8iNKBKV2pSgXBhyIjBoWARRl4rAPBTTkPSpU5wQSugLFOV65cqS1bthxWg8clz8TDUMjxDE/eh6HhP0fAez0o70b50WlKkjZv3hza59XV1YWuNpJCFueKFSvU3NwciS1JihgqHj/0JBiPL/Jdt3qlYletkpISpdPpkADFGfjZ4iWwZ/Pz8+Gib+C017/+9eHqNoTI0tKSJiYmAiJRUlK4aJ0MbowBhBveKPTh54mH5bTgjfYRjFyRxnkgnNlD2guiVDkf1k0mcElJSWiDhzJ3+NPn4nvPe91YkBRoZv/+/YdBoRg5r371qyVJ3//+9yPn3dvbGxQ3CWRxQ3RxcVGrV6/W9ddfr9bW1qBQHDGprKxUW1ub6urqQpMXaJKuRcT2vb4ZpelGps/f6eruu+/W17/+9UgsHyUPv7N/bgStWLFCp512WngufIAH6u0pmSdNa3p6erRnz55AA+wprSA5Q3gVQ2hgYCByVR/7evLJJ2vlypWHGbSsqaysLLTjxDiIXwEK4re0tKQnn3xS8/PzGhsbC5nsHifGwIEnoXt3cCSF0AU87WGBZzKOK9ffwsAS3rp1q775zW+Gz5PJaLG8VAy2k8hQXl6u6upqtbW1RQQQRMNzEEgeo6M3Lk0LnCmJZeE9SIrUQEpRT473oFzwuKWiICLL2JWgp/Pn8/nD6jQRiA63Omz8yCOPKJ1Oh3dLColDJSUlWr9+fYiBAY8CA6IkJKmtrS1YvPFkIElBYbBOSSFD070pBJcjAvzd29sbWWdpaWkQLn/1V3+lf/u3f4soaWfkioqKkECBJyAVbt/gthrOo7q6WmvXro14P660PWHF4/TM1ffZPRkgc+BLnu3w69zcXKTchHe6cYL3UlNTc1gSFEYd35UU0BqeQ8wdIYknzXp5BjTmMT3P8OX8H3/8cX3qU5/S2972tsB7S0tL+td//deQzOT847xJaITWmNAs80co7969WyeccEKAPBnwiqMa8N709LR6enrCZ7yP+bnnesEFF+jKK688LLbu3hYx3LjxxzP8e0DMrlT4u62tLSQcJRIJ9fX1BXmCQodnaVKCXJmYmNDpp5+uzZs3B0cC+eCZ7cgarp5zx8DpF8M8HpbK5/N6znOeo9nZWZ144om6/fbbg2Hh6z948GAwTp1/vf0pz2O9ZJazzqMdx2Hh3+AAFt67d29opJDLFZtbu+WZTCYjsSGI1y0sKRq7At7wGIF7Is5c3rjCvVGpELdzSNbjkW7B8bzFxcWQLENrs4mJidCYPpstXvGFJU+GI/BwPHbImvxuWTxaLzvgdzy+5NA2FrDDivl8PtxGg3HgDOYxWVc+7qW6l+2xY0kBcmbPJEXOsqSkRAcOHFBTU5Pq6+sjMBTPyefzuuWWW7R27VqtX78+xH8lBYMAAb20tKR0Oq2amhpls9kAOfJzEr/4jNiSx4/dK8VjGRwc1LJly1RaWhrJEM/n86Gw35Uqio59chpyTwGoWVLEkJQUrsHD86H7FwodBIbkFrxxEB/PMnW+IXkIhRiH8zF8pGK/bwxWeFUq1lPfc889kZagzl9LS0saGRnR7t27ddZZZwXjhO+QOAPveJa/N8+A5lDGDptDW+l0WolEoVkHtxd5bsDc3FzE6OWc2Cvg7vLy8oAkecjFw0CEC3x/4S+8TbJqmU9vb2/o0rZ161adfvrpgR44KzdO3dv2dbBHTk+uOJFn8/Pz2rFjh9avXx+6vrnCRCHHcyk4NxIMQRhYN3D0/Py8Ojs7jyc0/XcdCIOKigoNDw9rcnIywB/uEeANIrCcMeKE4R4FBBlP0JCi0JFbhC448eQymUxIwjjS7zMPGNKbcHN1ldfe4SlKCglVWPVeHkO8BoNDKt4GhGJFyPjwmCtKx7NLQQBQpOwZDIjicyuVmlO/mQbBxvf4G8b3Bvb+feYoFe4FlgrCk2SYysrKSHzq4osvDutEeXjLOE+Ko9e0nwk1xnFYn/eyBvcIgSurqqrU0dERfgdl4EYbtMyzOSc3kBxWd+/e6wsdJUCoScUWmuyLC/FUKhWMI/bY9zuZTGpiYkJ33XWXXvSiF4UEHHgGhceZAA+iYPDmMPp8jblcTps3b470BWat7Gtra2uYN/vs/JZMJrV//37ddtttevOb3xxiiOwHhgC8jYL10BFGjhvGnAnrYo+QFy5D+C57Aq/DDx4HjcdmXWm5B+z7yO/95Cc/UUlJidatWxdBJzCU6D/teQycoxv1/g5kgcss5NCWLVtUUlISemuDzPFuDzH4/KVCPLmxsVGSjnj2z6QU5zgs/FsYWE7ugbr1xgF6CQjDlabDiS483bJzAZDP5yPdZ2BUmJ3Bv6uqqgLRw7Dz8/OhKB5h4IzKOvAoqEPDAodY496qK2tKZ1xBwgzOEAyePzs7qz179gTmYV0OGwIfUwpFTIieq8RjXEGw1rjSdJTBvVi/cBoYEOiQ0qLp6ekQi/PLrl1JEMtDsLHH/nyg23w+H8pNEGyszxuSI6jif1AqKC32jJ95eRNeXRyWcxr1EEUyWczKTSSi9we74QctYkQgdKEdBL8n/dDcg3Ny43Pr1q1605vepAMHDkR4wLPrUV4od4dwqQH2TGWMlubm5vAM98o5B3gbOJV30Z4zmSzUWD/vec9TRUWF7rnnHnV3d2vPnj0RtMmNS/bTk+qcFvDustlsqB93Ooh7cDwTpY3c8FphL6GJKziMBxq/ONLFmVRVVWn9+vVav359RC6RsAS87J4p86MhDHs8PDys7373uxFjk3Pxc+dZZWVlEYSO97JuzgnaKC0t1Xnnnaf6+vrgLMCPZFBnMhkd7TiuXH9LA2JYWloKRIpwc2aAWDwDDsZzCA4oBQHvyTmu1Dzm5r1h8cBglomJiYgHBwESsyXuhYXt9YxuKQMTc00X8/B9kIpMhQDfv39/xHp3IY4AAOrjnZWVlVq1alV4tsOsCBbW64rlscce065duzQ/P6/W1lbdeuutkdZxXPLsxpDvOdfFxeNfKJkjKWSEOIqbNRFTYq4IHjd+ML74HdaXShXuzeT32BP2jrMkwYjzhQ48ecxDExMTE5qamtLs7GxIOIJ+OBPm5V4OyghImXN3g0oqKKC5uTmVlJSEa8HGx8eVzWZDlrm3rXQlkEqlAo2w1/DVS1/6Uj3wwANatWrVYR44hhQ06J4de4LiQigzUDqsEeVEvHBgYEA9PT0BjsVAcVpNpQr3iZ5++ulKJpMhUaetrU333nuvpqeng7frhjTPY/2eIBQvqXJZ4IaLrxUa8FgzewAdMu644w798pe/DLTlkDZyhdJAmui3tLSEZELvBe1yxbOaeWcikdDo6GhAaubn5zU0NKTdu3eHdTjq4vP2+ft7oD9HndhPl5P83szMjGZmZgIagcFxtON4zPU3OLwUx3uD8rfHBhG6KDGpmNTgDJfJZEJDCSnaAGFxcVFDQ0NatmzZYQTsFvmRMoY9Bd4FP4QKw8YTkIB/3ZuGeOPEDOEj6KnNg8lJTmlsbIxAnm6lMm+HnzESvEwp/rsILuosKysrQ2egN7/5zfrc5z4XYUj2JZ60hbKSCkIXb8shZIcC3fL3hC9XEg6N+bmOjIyooqIitIPs7Ow8IuTn3pkrI3+uQ3AIWT4nnpvP59XX16eGhoZw9iMjI6FhgMNmyZ8tfAABAABJREFUPm8EtVS8IJ7yExeubqzwHejSs6rjCUGcBZCr94Zlfb7Xrnji8B4/43ecNqAPEAR+L27o8XtTU1OhJjSXy2n16tVBiHvYg3nEjT/mnk6nA2rEOtzw4VxnZ2c1PDysjo6OSA6CK0WnYfdc4ygZipEaWegDw2F+fl4vfelL9Y53vEO/93u/F/EG2TOnRWDZeOkVe+D87I4ACWzezMFzC9wz9fMEAfKWsczdacfn6PvuoSvaWN533316wQteECDo0tJSTU1NacWKFUcVcz2uXH+DA+U6MDAQYiFYX5KCAPMYHoSFF8FIJpOhrrS7uzt8BuMA1UxOTqq5uVkHDx7UunXrIjWabuXHlRdWHOUvCFxnbvfGpEJ2rNeLwmR+LZ5UZHLW4xYm/5eKzODQoStyXzPf513pdDpS/uMCPZvNBg9p7969IUYDpOeXPHvWKnNzoTIzMxOBzVh7vK2f7y97wDpJVnEYm6QfvITR0VF94AMf0Dvf+U69+MUvllSID1EI78+Ne5WuAOJC2ueGMHOlS+KXw4buAfn+5/P5APVJCuGDmpqakOSC0HPkwOPoPMfP1OFeV45+Fr6+2dnZcFephwi8M5TDpU7TbgzyHm9SQBMT1uCoAt6ww7bsz+Tk5GEIgXtBbvyQgQxNeM6De5dLS0vq6enRsmXLglLhWZzB4OCgxsbGdMIJJwRIm7Oho5XTM8l48fOAX/HY3Thib7y9oiTt3btXkrR27VodPHhQExMToREFa3QP80iGYD5fqEkngc4NurisYC787fkLTk+sg32anZ3V448/rtNPPz0kv3n5mhvvw8PDWrNmzfE61/+uA6aenJxUJpMJ8BRp7G7R+r/dSs/n86qtrdXKlSuVSqU0MDCgbdu2BaahTVlHR4f6+/v1D//wD0FxMgegVanotXpsjgxK4jN40UCVHmOdmZkJNaasCYZxCNKFod/X6czF4N8eF/Gfu0LjuVj79fX1h1nMMGUikQiXDWzevDn0G4UR8XIcSnN4LZvNhnhceXm5xsbG9OSTTwZBzJ64EpOi5RIeg/T+xx7P8qzJ6upqfeYzn9Hq1av1ve99T//8z/8cUcQYPryb+UnFbl2cF0X/7C2CyOfnNOaekJ8n80UIepMIFI+XRblR59Cre73xTF48GTJ3nT55hhuVJSUl4cYaz/72uKQrU/aQ57vydY8cGgPahA/iRgpGMMqbWsuLL75Yt9xyS/COSGCanp4O/Odhoec+97latmxZgH3Zd6el0tJSrVixImKI41mj7BobG7Vy5cqgVEDE/JzZGxKCPEGKc8Z7c+QMGeJGsO/t6tWr1d3drWw2q+bmZq1du1ZSsekLWbis0WFedxJcmfId6GJkZCS8n2c++uijQbY47zI3Qi8O9XZ0dIR7nKnZxRBylMr5+T8ax5Xrb2E4bIZVhlWNNejKCMIgmO5CG+K/8sordc4556i0tDRYeVKBkE444QRdffXVERjY7zlEKMW9LIQ8/Xnd64nHYyorK/W85z0vJGw4QaKovSMQcJtbrXzuSpNnIHgdWnJChzldeRM38WJyhE4ul9Pg4GAk4YT1IXBc2SHQYXrvsPOv//qv+uM//uPQOMPX7hm9nKkbCQ7VSdGr0xwOLC8vD5d1X3DBBXrxi18cFCh7i+fuUCd75aEGj8E5bMpZ0JCevcIjnZycDE0tnD7ZX/aJvWItrI93kdDlXob/rp8psXr+cB47d+7UF7/4xVCC5s+XpO3bt+uuu+6KJMtIUQ+H93uyGPNwT9ljcczrSGuTFNro4dmBznz1q1/Vi1/84mBsOOwKDMmezc3NaWBgIHJ2GNduAEPrxNUdXfAcjvLy8tCtiwSw0tLSSKkKn7miJabtnZXikLjnDHjiF3OsqKjQ7OxsgIiBdVHk0Ldn9ceRBeqj4893o4d5LS4uqre3N8iCeKYx6yG3hO80NjYGHvUwgit9j9MezTgOC/8GB7DwoUOHVFdXFxgS2GJmZib03UXQQfRSEZaJKx8SP2igjRKgwxIxK4ea3EqGwfB4YWi8OOKY7iU4LHQkpezMOj09He6h5T3cJtLZ2Rl6F09MTIQLxRlxuJN58TPvCiQV4TVPDIsrOf85ioB3EMfzxCf3ThwicyEAtOtzcwscBMAFGHuEV+BeuEO9UrQ5AMaRVMywxQNLJBIRWIvfxVjwkEMymQx1kA6H0spSUuj4hOJeWloKcBh7ODU1FYQfXjhNT4CFPeTAufheMX/3hKFj5o7wW1hY0K233qqPfOQjeuyxx0KdZipVrFXGk2toaIjQgQtk31OH8Nkz96SdJjyJxvMQ/HehJeLwkiJdi/gbAwmaB02anp4OBpUjKEeKU7sCdpqUiuEZlO3Q0JAaGxuD0uP2GngQPvD6Xl8fShQjzBOQ8Bzdy4UWlpaWgtEd3x/2F5pBsaVSqVDjHK8ndvgYZA0aQpYir6DJdDqtVCoV2jv6vnk4A4OE95FVTEx61apVx2Hh/67DkwikaLwFYvCkI7wHF0YQ37Zt23TRRRcFRqTUxhtau+eFhZdKFdLlJyYmgnU9ODio2dlZTU1NaWpqKgIBOcTLH/c04jAqCh3B4d7QwsKCKioqVF9fH+r3WKt7hy5kYWZnTN4Th6N8zaWlpeFuVhjUhSDw4dTUlIaHhzU4OBiuE3M42aE5n59DyYODgxHP2hUJl8674GNdKC/e5cKb88ZyjnvTfJemDyUlJSHOzH4iPAgBTE1Nac+ePaElHQqJbOBEIqHa2trQkB1FExeazIHSHS/tIHblZT08w2nRve3+/n6Nj48ftjeueDEkX/7yl+uxxx5TSUlJ5K5VYOnq6mrV1dVFWmiioI/kIcdpzumem2rm5+dD6ZOfraMmvAdDA4TEvWHOEWRodnZWDz/8cNhDeIMuVH4XL00a2GPo1z1xPG3kBmssKSkJCqGkpEQ333yz9u3bJ0mh6QnGTLwu2CFRbhty6Bv6RC45NO4JUg7hezkifJVKpTQ1NRVaUXrtPG0U42EeT/qDJvv7+yPXRUKnGLHuXfMzkrqQEy5LvUf10Y7jTSR+CyPOxPyfg4VxEonCHZRYWnGlkM1mtXz5cv3N3/yNysvLgyXq3hkN42E84BkUglT0QLq6unTbbbfpwx/+sB599NHACBAkxA7D87tSMVHAb8vgnXwPbwKozhUPcDaNK+JxuHiMzyE89pS/UYL8jHife5sIbNYO/A1Tscf+bDcygAv952QS810EDfNGkDhU5QrHGZ5n4g3wHBfqdMxhDgjOTCYTsbyZKwK0qqpKXV1dymQyocwLIcW5zczMhCYS/IzGH8zZ1+oeGXPkoumZmZkQu3UUAEgRGm1vbw/rj4cF3JgD1paKaI7TmScusX6HNDnzkZERlZaWRhQJyIWHKbj+Ls67PvDC3PjhmeyjG9CsK5fLaf369ZKkp59+Ws3NzUGYj4yMqLGxMRIzJ+8BgySepMXZYZjAZ/CpX493/vnnhyb4UrSfNn+7MenGgX+X7Pg4MsZwY8LXDS1x1tBfXV1duPfZYeuBgQHV1dWFmlPoxOt5S0pKND09Ha69cwPTkZw4TbnzwnNJOOPzqampw5CDf28c91x/C8OtOJShwzmeUEB5BorAvbZEIqHm5ma98IUvVCqVCjdC8A5Jqq2tjTBIWVmZMpmM9u/fH7G6Geeee66+//3vq7y8PKS3u1VPX18Ibnx8PMQuDhw4EDwPj9UgYPv7+4MXyfxTqVQQwqxXisKqMIDX1yGAGG6s0GyceBZwIUrKoShPGnKP0j0B1j40NKS+vj4tLi7qF7/4hYaHhyNJEfX19ZF6RveI/LIBhBPzGhoaCjCsr0eKXhovKXgp5eXlIavT99GvPnM0gUseMJbKy8vDvZwoRDyWsrKy0PfV99kVm8cfS0sLPauHh4dDL9tsNquDBw+G1nduFEhFCJ4yKFeYCGIUCHOAb1zRYFy4sgYZime3k0HPPDw5kDm7x4WRRWIWBql7Ph5rZc40JHFjOO7pOjJy55136pprrgnleSjQ6elpbd++XdPT0wEyxRhBqdDX2eOFVVVV6unpCTTnRpvnQ7S3t4duSjwjHm92AxYF5WgXe+7GRByeBop15CieYMbZYxDEW5bSeYnOZsi0paUljY6OhrPs6+tTOp0O/ORQcTqdDnkrjhD5/sQ/c9mCcXm047hy/S0M965ocxjPkpMUYQYIk5o77/ITT+SRdNhz+IzEBprnc2cnjNXS0qITTzwxCB8ECkKc+AnrGBoa0iOPPCJJWrVqlWpqaiKXAtCEYHh4WC0tLUFIxZXa/Px8pJsTxA2DLi4uamxsLCgAkjTYP4Qge0AckeehjDz7Ms4oceHvzRqy2ax6enpCM/7Ozk7V19dHYDeEi3s2CNL+/v4Ql3X4EKh2eHg4fJ/zpFzIY6UkpHjiG96Sr4P549WMjo5qaGhImUwmdIxCkDs0m0gkggKKZ5W6seGCmDnW1NQEY3BxcVHV1dX6xCc+ESA3hJfD7MS3HC51I4e1ELflnN0w9Hph9pU9c6F/4MCBoPgSiUSIJ09OTgYI1cuOaIiAseJGsMdAEd7MZ3JyMpK97agNgzmVlZVpy5YtuvTSSyNw5tzcnCYmJvThD39Y//Iv/6KdO3dqYGBAQ0NDeuKJJ5RKpUKpGQaGQ97r1q0LCUuOhLjym5ub07Zt2zQ6OqqJiYnQhtI9YU9wIjMdr9JpAmULHXrWdzy84nuHwobe/J0eFnFlz1lDI01NTQGa3rZtmySFjN9ksnCD0/79+1VRURHkAnkJLmOA/h0xy+UKcfEbbrgh8t6jGccTmn6Dg4Smvr4+1dbWKp1OB6vYPRWpCAfGoU+HUjxLE0iS78AMlA54sg4MgQBAcfP/OEm4RQoz8AwEPdYn3lgiUaxJ410kTXjsGMEDQWPB4uECjQFpep0dyimXy0Wu5mP+eKquNHmHw6CPP/64TjrppEgdou9DHMJi/c6E3uw9njS1tFRorA9zI8iTyWSAZtlLwgKVlZV64IEHdOqpp0ayKs8880xt3rxZ1157bWQO7mmz/94FioQNFPTCwkK4sD6fz2t8fDz8H1gRYUdiC/1gPYnF99aFZzab1djYWCTGBzSPF80zEoliM/94RqikEO5gLz0fgd/3kIOXRCHAJWliYiJc4J5KFVpzkqGLIi8pKbTlYw+pI4cGWBvGDQk3eNIeqyVJJ5VKaXR0VA888IDOPfdcVVdXhzl5eATlOz09rd7eXr3//e8PhqskfexjH9Oll16q5cuXR+qo2TOHsKGFeGgDvsnlCtdX/upXv9Kll16q888/X9/61rcC8uX0n0gkNDY2FgxajAI32lFWnK8ngvFuP2/o3Y0WD3vwuxgsDl2n0+lwpSHJdJz10NCQqqqqIjcwYeBC/5w9JVs8F5kBv7GPCwsLevrpp3XSSSdpcnJSq1ev/q9LaLrqqqt03XXXHfb5ddddp09+8pPH8shn1YCgsK78IKWip+T1iMCdWIgweUdHh9rb23Xw4MGIFQgkyPvi/8dbwernuXHPywcCw5mFBAxnRgSpW6ZAh8RngO9cOXi8uKqqSpWVlSEm5BCze/owvCdGYZkirGAcGAuhAMzmt+zwPYQ7ngfKjRgXTM932DvfG4cFEcAOmfE5pQEILWLsZ5xxRhBUwMjXXHON/uIv/iICjS4sLGh4eDgoUUlhn91zZ13j4+PavXt3xJBD0ORyubD3niyGsIMGMd649xQ4FEMun8+HzmGepIbwRwlzPm40YaT4Hnm8jD133lhaKtxEA024wEah1NXVRZQ2F0tUV1cHOoK+ampqVF1drZaWlki80FEbkse83MchVE80qqioUEdHRySOh3HHWt04PXToUESxStJ5552nZcuWhbky3/Hx8WC8OgLmXqJD0sytpqZGp556qr72ta/pU5/6VIjHYti7HOAqzHw+Hy6C97tn77jjDn3ta18LTWeYk8suRxTcgOWKOpdTrMvRCHiKkBU8SYJVSUmJWlpa1NjYGPgAPi8tLdXjjz8e6BUDh7khY1whe0hl8+bNkdDF0YxjUq5f+tKXtGHDhsM+P+mkk/RP//RPx/LIZ9UA2gNmiQuJnp6e0AnGPTuamTsUxpiZmQmCL25hQ4Szs7OBASlfgMC97jUOLXuShnsJxMK8zMWZIJ1ORzwHt6pdocUVNsITOLC6ujp8z7MlYVTm50yM8CFu5n/wKvnOSSedFBFCPBshhPeBwKbtXCpVvFjAY0y+Bx4bmp6ejniZDsE99dRTOnDgQIQOEMSelLFhwwY1NjZGYnooVfbIy3N85PP5YHGfdtppke85TO1KmSvNvKzKIVC+S9MSFC1nHIdyyRb3JJe4QpAUvFx/lyvG+GclJSWhDM3pgu9xfo66xL0WnuVGAXE2j9W513wkCNPfgWKvqqrSaaedFjJWHTEgPJTPF8IfxAwvvvjicHZvectbVF9fH84Ivh4cHNTjjz+ufD4fEDDoy/eYs/f2oNlsVlVVVXrFK16hNWvWRL7vtJNMJlVdXa2ysjKl02n98z//s/r6+nTvvfdqaanQaenpp5/W3r17lc/ng1fIWSwtLWn37t0aHh4OdOYJidXV1RFjnp8D0fuZw7fO/8RznU/isiaZTKq1tTUgTPxxhQoNuFx1WD0efvmPxjHBwhUVFdq+fbtWr14d+Xzv3r3atGlTxGo4PooDWPjpp58OGW+SIt7RwkLhYuiysrJQ+wYjecYnQvzAgQOam5vThg0blM0We2COjo5GGjp4EpQrwUwmE+nditfAez0b1SEbFI+k8B0G3+HZCFkUP9BeXPh7TGd8fFzpdDrSn1VSSAThmZ7C7/Ef5s464/Wc3H3pJSEIJGBFKdqgn3nzfLzKeBZiHFLmb4eks9ms9uzZo4aGBrW1tQUIG5gSxRGHOEdGRjQ7O6sVK1ZE3uXGjyvKwcFBdXR0KJUqXkTtgs89S/jW65nd8+P7CEyaOtB/uKqqKtRp1tXVBQHIsxym5314jy7Y4xmw7B/0x2cOW7LP7iU7XSEkWQtKgSvJEKDQqCtH5u4JOb7XzJXhBiv8xln5eyYmJiKIBuvE0H366ae1e/duHTx4UOecc45OO+20yC1VbgSlUqlItQCQ9NTUlObn59Xe3q5cLhca0VdXV4cr2Zibw/rQu4eN2Mvp6WmlUint2bNHJ598cvCg4UVoyBtZeOgIfp2YmFA+nw+xYYZD2YQx+D3mBQw9PT0d6ajkNAc9sKcYE64weR+/g5x1xMgV/DPpLXxMnmt3d7fuueeewz6/55571NHRcSyPfFYNv+HDhXgyWcgerqurC1amE0A8E7i0tFQnnHCC1q9fHxIcEFQ0bUgmkyFxAeInMO9wtAsI9+4QXHHLUipm9jlRSkXIDM/Iveddu3bpwgsvDEyezWbV19cX6islBSt8+fLlEQGKQHavzZOtgNK9GxN1iX7Jsws7X/Pc3Fywvn14Ugb7wj5L0QsV3AJm30ApYH6UGLEh9wzxvnkXz+K5tbW16u7ujnhNkkJilxtADvc+8cQTymQyocct30N4EYIAUfB3YvQ4jIuQzeVyam1tDQoRb8+FNDTjCon1swbeCX1yxi74/Jm+t9Czf+6K2GkRg9S9E+iBd3rLPWjJM4vjytuNK9aK9759+/ZA68yJ9dbV1UWyZKn7RA5s2LBBF110kV7zmteora0t7JeHd/Dk8NBo5sG7qqqq1NraGok10hSBaoDh4eHItX2+h6xncXExtDYFUqV1I2jOyMiIhoaGNDY2FvYlkUgE5cg+sY/V1dWqra0Nz/Azdu/ZQy8gd+Qn4PUyZ0c/JiYmgrwoLy8PKATv8e/GDTfOkH1hPBPP9ZiU6x/+4R/qve99r77yla/owIEDOnDggK677jq9733v0x/+4R8eyyOflcOz+xxuzefzam5uDooJ69GJwpNmvB7MIVgESmlpqVavXh2xank3Vun4+LhmZ2c1MDCgxcXFSCYyws0Jb2JiIkDREDew4dDQUIAKURgQf1NTk/7sz/4sxBVnZ2f1z//8z0H50ICcmJ97gLlcsVG6KxH3ShAwGCJegkKmaCqVCoktzixlZWVqbW1VIlG44SSTyQQFyjycIfnd3t7eSK0dUPKRagQRiCRY+KXhWNjAWCg8noeiQGhls9lwNSDC1YWFpJC9TalQd3d3JHSA0kulUmG/ESzA/l4aIRVvuOH/3njf92d8fFxzc3N64IEH9Mtf/lKDg4OanJzUHXfcoUwmE+D2bDarHTt2ROLm+Xxew8PDkeYjXsoFDSwsLIQL4fnMlRh74b2W6VBECZh7i6yV53mWs/OsG1K+blCJuHHhKI3nIqBUMRSmpqYCXVRWVqq6ulrLli3T8uXLI3wkKVyx56gCRgLv4NmEg5YtW6aWlhaVlJSooaFBY2Nj+vM//3Ol0+lIo3vW7kgWHm9JSYlqa2v1vOc9Lxiwk5OTmpiYUHt7u9ra2oIy7OnpCXzkPACfAIfDTx7SQr4gF0Eb3DDxBDv2FJnW2NgYvG+XF/4+DEUGz/CQgaNNz2QcEyycz+f1oQ99SJ///OeDBVhRUaEPfvCD+qu/+qtn+rhnzQAW7unpCbGXONQqFW+MIFEI4oBpOXwOHmaHGOvr6yUporRdQXpWJVekTU1NhUxWqSgw8eg80D81NaXu7m5t2bJFd955ZygNkoq3bSxbtiziebAulC7CiWbvnhHrsI4rHgQHWZHuSXgGLwzJ+8fGxkLSCjGXuPUK02Ohk8jAPPg5HpzHiVFAPp94gbonPy0sLKi3t1dXXnmlbrvtthBbYu8dqs7nCzf1uBHl40ixPk8WAREANstkMpqZmQmJOnigJKxMTU0FD4n9I5bHdWQuKPP5/GEIBfuFd+ENR9hj0AmykPft26fOzk5lMhk1NDREPGH+Hh8fD1mgKMRkspAx2tDQEO6FlaKhCtbBvnoiG+JvcXFRIyMjam9vjwhfR0WYK0YcxoFD0fAUoRbOwREN/z90QlLh0NCQli9fHgQ6vcc5Zy83QxFIigh+6JEbblhzZWVlWDcZ7GVlZerp6dHKlSsDb5Db4GiAz9uNafYlntSHsXD33Xfr5ptv1te+9jX19/dHrkJkDsCr8SYOrBk6Yl7QUHV1dTBIyB72EA7ny9w497jn76EPN5jckHH5drTtD/9TpTgUOVdWVmrt2rWHxd6Oj+iI3+fqFrZbStls4daVxsZGSdGGC65c/ejy+bz+4A/+QN/97nc1MjISCCgem+Ed/NwVO9+bmppSc3NzmN/ExESIi9Dh6dprr9WZZ56pM888M5IZjDVK7Vm8ttOVJn+j6PGwJEWUGsrJFYmkSCzIDYnR0dEgFFHaCCSEtnvibt3ynjhczxngTaIYnAmBWOmQ5F5m/LxICPP6TfrJctbMx8/Q983phme6AkbIuMfJ9wk55HI5jYyMqLm5WZWVlaG/tCtMP7PFxUXt378/3LTid/COjY1pZmYmXIEYF1wes/6Hf/gHvf3tb1dzc3OY4y9+8Qt96Utf0pe//OVQQ+wJc3FomP2Cnv16ROebOL3lcoUyFGLPGEMYCnFFwj4xdwY8xNnAB3SkcqMtTnP8HoaiK0c3iHkunhsGue8t7yAZje/4GXz5y19WLpfTm9/85ggK5uEK/z0MVDck48ZoLles02a9jpzkcoW+vIQKuUCe+TvdwgMY2278usxyI660tFQTExPavXu3Tj/99IgB48Yfsf53vvOd+ta3vqUdO3aora0tYpAyXwbPdxqE/38jynX37t3as2ePzjvvvEim2vFx5OGeK8ToFp9UjE05RAITuJKanZ0NQgTCO3jwoCYnJ8OdiTCsW2UIKh90M8HKRcmREdvY2KhMJqOampqQNIUXzRxQUAhRFCZZyXGYzOcmFZOQYKy4UHS4xpWFMzPrGx4eVnNzs/L5fKjZxNvguZOTk2ppaQnvcFiXvY8rxjht44H7LUdTU1Pau3ev1q9fH5gPlMGf74qO9ZKk4RAnNEKdKrAx8yYe5jAjRpgbU55QgtJ1D5RkD4cUy8vLI9A2+z89PR3gdpJZ3PjhvF2h4Z2VlZVpfHxcAwMDWrduXSTjd3BwUH19fdq0aVNAAt7whjfoBS94gd71rneF2C9NRLxRAesmpu3IRpyO4hA26I3XKPtZu7HieQruNboBB4+xXrw0F+Ks2VEdr/8G7qZ8KJcrXFFJHJ11Oy/HEQXm4QbP8PBwODOQDeBxvFapmDhITNeVKnA0dJNOp9Xa2ho5c1faDz30kFatWqVly5YFGvI4NbAsSVhAv05Hvr++n94pyrs9uVrD6/zrv/5rXX311ert7VV9fX2krt+NYzxh5CFyjLyG/9I619HRUb3oRS/SunXrdMkll6i/v1+S9Ad/8Af6wAc+cCyPfFYNhwhhLmcKqQiheds+t65IVvJYzooVK7Rly5ZAKB47QhDzLqkIkxw8eDAoSnqtSgVBVFdXp4qKitAOj5pSFw4O2SaTyYBgkEgiKSg6vzaPOXl8yGE0VxysNZ7swOB7kkK8GjgU2NmNjMbGxsj7+TetIV0YEwt0Ye41x1jvrGHjxo3BQmevPf6NAvXaWs5ail6IjfBnPq5Y3TuhrAg64e84VMZAiACTeQ9a5uVKxIUQQjsed6V7mCsP9oV3kq3MPcSzs7O65557tLCwoNraWm3YsEFPPvmk9u/fr2y20GfWm6V4+0xP7GN+1J46GuNzcD6j65HHGN3bdH50jw4lxzNZh0PioCacn1S8M5nh5+QNV6B3lCg0UVJSErzTXK5Yp04LRDdK/ZaXfD6vRx55RE899VT4jHdTkRBHS6BljGSnN+gEumtubg4GBnvoiVrPec5ztGzZssOyjp3/iL2mUikNDQ1FauDjqAOKlHhvPPEIA99lQElJicbGxvT6178+OAcun3iGG1IoVox+HKKjHcekXN/3vveptLRUBw8ejFwP9prXvEY/+tGPjuWRz6rh2YlHSsKAsKanp0MrNYcgGa5EXenE4x98ByXgQjORSGjVqlWRa5gQpk1NTYHAnMBd+DD8M/e88Ejda4p7bO7BIzQmJiaC0HCmdmEH5BOPCbk1z3q8rIAkBo9hI2CXlpbU3t4egek8AYxz8Ns6sHDz+UJimMd4fN7upSMkmGM+nw/tGV2hszbPAvU6XJS0104jHP2MHMIFimxsbAw1xG5w4Z3u2bMnMnfmz0037v26d+5KlX0BbiZRh0YAfX19am9vD0qxurpamzZt0ooVK1ReXq5rrrkm3JVbWlqq5cuXBw+vpKRElZWVkXpqvD6nTZAJ//fCwoL+9//+33rqqafCuXPHrMPgTle8A/rhnJeWljQ+Pq5HHnkk0kOaM/K4LHvm8+U84w1i4nPx2k2UN99xAzGfz0cab1RVVWn16tXq6OgI3+EZnlSJkkN5ccYo8P7+/pCN7544fxyN4fw9Juswthu6JJExWlpaVF5eHon7epwZ2cmZ3nrrrWFPvbsWSha04hOf+IQ+9KEP6YMf/KAGBgbC7zz99NNavny5xsfHAx1iQPN++Abj7mjGMSnXn/zkJ/rkJz+prq6uyOdr164NhfDHx/95uLUG1IAnAfHwd1NTk6qrq0MiT9x6lBSx/OKxOfcAScBw7ziZjPbh9UxG5kaSBoQKAzLcC+Vdo6OjIREqmSwmRXksmPdLiniHUkFwkoTkyUoQO2vwJvXsi0N3KHRvkQZTM/xZTU1NkRaNPMsNH4emHW7P5/PhLl7OhksGeBaZ2DCuC4FkMqmJiYkgON0LyOVy4eJ3aEFSgFs7OzuDgHAPk/PBy6QbDsYLz3BvBGOOTONcrnBtGmsZGBhQa2urDh48KEkhG3RoaCgoZ0cCEFScBV5oX1+fKioqQr4GSXQNDQ1BkbjgZV/cKHO4ECiWM+Z70CVxfYTtxz/+cZ133nnhOdzcw7niMbsHPDY2FqnLJOu7vb1dmzZtinj4/A7GLwl18Cs07/Tt9H/gwIFAJ9AXNzzhBYImQV/sPQbDwkLhbl7KlVCUbii4wmWf+Rx4OpfLhTCR86WHsRjwNGt2z5eEOjfWHDVIJgtNPDxujqHB3LkSMplMhkzxBx98MAILo9Ch53y+0Nlp7969+spXvqLe3t7AnxUVFXr5y18e2n86wsM+sZckix7NOCblSvFxfNB/8vj49wdEhceBRwUM5NAEt4wAqyIcEbgozFwup4MHDwaG9ebsCHXgELfCHcJDGKM46uvrVV1draeeekrj4+NBiQENT05OBpjKY5SJRCIISAjds2t5B+9eWlrSsmXL9Hd/93chtownfSQlGLfU3RKHEfhe3NIFypIULqXmOQgRrGlPpvFYJe90xtu3b59yuVzkekD3rEn0SiaTamhokFQsL/Iz7+zsDOdDuAWF6c3SgRHd45EUuWwBZYPg9jIp4pbspUPd9LxuaGiItGX0v9m/kpKS8I7Gxsbg8YCWlJeXhxt4WCMKs6urK8TqJAWvD7pmfQhuV1qsZ2lpKXjf7CN05/QDv2BwQQclJSWBXzAw4AcylbnXVlLoAgXd8n36RiOE4QcX7qztH//xH9XV1aUf/vCHgY4lBVifudH8AxrMZrOampqKlKc45OwNMOBzymY8hECDB7J1f/jDH4auZ25kMY+qqqrg/frlGnEj1mPPbnB7uIc5uHLnnHgWJWDsh/NxdXV1pHdxU1OTXvnKV+rFL36xJAWDKI5KQfPnnHOOent7dcYZZyiRKGS0d3R06Prrrw+GG8odZc/cjpSt/++NY1KuL3jBC/S1r30t/B+h9qlPfUoXXHDBsTzyWTXcm3zqqaci8UIuZpaKFh1CxKHa0dHRkBnJwdO711skQpR4Iq6YZmZmIrEKfuaxn4WFhVAUDoMgOOvq6iJehVvNbo0DDUkKAkAqenIIr89+9rOREqB4TNchuThMPT8/r7GxsVAT6sYCHrF7v8CkrsTjEJDHmBFmHpfCI0gmk1qxYkUkDsTcXND6+Xs/1bm5OY2MjIQ9X1xc1MGDB7Vhwwbt27cvGAvAeJlMJuLBV1RUqKenRzt37gxF+bwPmIyY5rp168LdtWS/uhextLQUany5mJpkG/Zt+fLl6unpUXd3d6BJj4uyJvbYkQWHEcvLy0MDAzx65o6CjIcgHF737mGswTNbHRFAoGPQOqwbp39XAigXF9Q8n/11HvN7gZkv+wq9P/TQQ5KkgYGBSMzd5UI2m41knMNzbW1twcjDE6VmeGpq6jCUhWeiPHkPXl5ZWZlWrVoV9s1LfVjf6OhoBE53FMtDXPE99X+zf9XV1aqurlZfX59+8pOfROiC52BM+D67gY5xRq6A5640NDRodHQ0kqzkHnJZWVmQg4lEIpIbEYfo/UziDsjRjGO6LP1Tn/qUXvSiF+mhhx7SwsKC/vzP/1xPPfWUxsbGjti56fiIDqxkqdCP2esam5qagvVHFh9KFAWVzRZuHCHmAuGSWACkNjs7G57tcViEDfdH8rkLMIL7uVxOTz75pE499dQQW6qpqYlcDO4epf8/kUhEev1iBDAH/t3Q0KADBw6EOKYLR57jxO3KH6EpFZNqnCl5J0oTa9/jONQlerYm0CGCya+4g6Fp/wf8hTKtqKiIwInpdFrNzc0hUWxpaUnNzc1hPvSHfcUrXhHm1N7erscff1zt7e0BcUBZoUBduLnn4TRWUVERKTtxgYNny95ks1llMhmdcsop6urq0gMPPBD2Hxrj7/jVXYuLi6EfNh4wyo86RW8hyPxbW1t14MABdXZ2RpqGQOsYRghQb43oYQVoAMjcE7t4jscXndbxPKF3jyPzfObrqBK/60l30Hn8HSMjIwGRue6667Rt2zatWbPmiEbH7OxsWAPxfEnhBhjfG7y76elp9fX1qaWlJcyLrG6MRC8t8UsZTjrppMM8MgxWaEdSKI+KdxDjM09miz8Ppc++1dXV6eSTTw7n5O+E35yek8lkmIvHsJ0OeHZnZ2fkfXHIGzrhjF/xileorKxM3/72tyPIixsOi4uLofzuaMcxea4nn3yydu3apec///n63d/9Xc3MzOiyyy7To48+qjVr1hzLI59Vgw4jNTU1AS7L5/MhS06KEmNFRYUGBwf18MMPB+anC4orMoiM55WUlAQYhwFBYm0DD3GjCNY/BFxWVhaahjvc68rP5wsh828ynemy4wkNce8UBYWVz3c9jkecZXJyMnjoWLrUjMYzIt07cCTA4UGEo8PCCAngvsXFRT366KO6/vrrJSlkITs07dY1ceP6+vrIej3ruLS0VN3d3aFJu3sWJO/gMXl7PGJonG1jY2PwatwokYqlWnGI3T0c9ry6ulr/+I//qB/84AchwUgq3kbjSWkYYPl84SJpDMPKysqwZxgpmUxGu3btCv1kXYk2NTVJKsRu8bLxml1Qc67QBZCr06GkAEXj3eDh+EUI0IVnQsdDCN4cwffVY5vl5eXq7+8Pt1Ix4CtuZ7r++uv1wAMPBKN506ZNwcP16gEUPbTMuufn5/Xkk09GYsmeId7Q0KAzzjgj4s1Bd8gC9+DgfWiWdbk8oQUpFzLwu2QtuxHhCUlOY/EcB/a5vr5eK1asiISnmA8XFLghlMvlInsiFcKTLhf8fawHo89Li5ApzAX0BQPbcyaglyNVZ/xH4/h9rr/B4XWuECzEgPWfTBZu4MBK5HgymYzm5ubU0tIS4B0y6vj9eJbozMxMyBCdm5uLdIVCMCJEcrlcxBtlxBkD5exeKoTtBgG/SyKLx2Xjv4MViqJ0zxOhTx314uKixsfHdf/99+tNb3qTHnjgAXV3d0cydp3p3VNjf4h9eiIXDOnKnp8tLi5q9+7d2rhxo0ZHR0MhOXvnSWAYPyhn5g9zsi+s15vBI7AQmlLxzktoYGFhIaI4GOwbz3dl6kI1m80GT93X6l1wUC54ntdee63OPfdcrV27NsSm3UMlpufeIwLK9/DQoUOqrq7W8uXLw3eJrS4tLQX4taKiIlI7DM1ls4WLyOnSRFKX1/YiUKnZdeXpysOVKb/rBhbClZis/xzPxvfZs3v5DjSUSqU0Pj4eMqU9EdGNDH6PMTMzEzxPlMGRYskO9zqa4SVz/I6vw5/jSWCszZUJe19dXa2lpeL9xX7ucdTJQwkgSCBxfJfG+yS+ecIa5+R05R5qOp0OBgR0D8rnhjLImYc3aKsJROxyC0TAZR7foTvd0dS5HrWP+8QTTxztV7Vly5aj/u6zccQZHYYB0nTBCGHSCxWPUiqWesSt60wmo9ra2qCQSEBzgeCE7wwJzOqelUNlrsAkBUUFHOZCHg8MD4M5sgfx+jlJuv/++1VZWakNGzYEZeVtCLPZrJqamtTW1qb29vaIR4WS2LNnj0488cTA0D4f98xRtJ4Qg4JHOFBkX1tbq9nZWbW2tkagSs7PvRae5YI97lGSTAWMBySL0udc/F3sMXt5pOe74MajcC+TmGM8XuloBPvFe3p7e8PcuKuzvLxc09PTGh4e1saNGyP0zTNBLfL5vG655RbNz8/riiuuCHQNvLy4uBj2mXPxrGV/5tjYmGprayMJK6wdWmLNGDeuQFgTt0mtXLlSdXV1kb3kfe4VsRaew7vjXnV8HxgNDQ0R1AieQoi7Is3n85FORSQtxuFTv+EFniRXAKU3MTGhhoaGCO14KMV52WlCUlhzMlnI9j///PP11a9+VVu2bAnn6sgCz1paWtLExISWLVsWfoYRhfwiYamuri7sA2ePQe7zcKVL7Bejjrnk84UkNxIGZ2Zm9OSTT+q0004L73X4nvBQHL3ACOXZnrvxTGKuR+25OtwYh5fihPRMJvBsGniuBw8eDAK2uro6eIzxfUVxEH/hDIh5wHBAqsRE5+bmQq2mJ/K4Qi0tLdXY2JgOHjyompqacJGzW70OjTr8hgBAKQC9OS1gZcbjHQgD92j8d/r7+5XPF2Iy9FRFybvidgUDEyCw6KPKvklRhcczp6enNT8/r6ampoiF7BmaCJgnn3xSnZ2dampqCmVF8QL7uAd0JI+IfeMd7DNzJCGqtrY2lEF4Qo17BihLh8JcQcSVrQtoBjA7g7mwbvaL995///2644479Cd/8ifhfFw4ubBmbYuLi9q5c6dKS0t10kknhXOPw/FO+ygQFAyfcz6MdDodzoIkv5aWlsh5s3b2f2RkRNu3b1dPT49e+9rXRuBHyuM8UzoOm+LBcI+o71Ec1XHvyc9menpa6XRanZ2dgZ7dc3IjFkWK4qIhAuvkXazVeW90dDT0jWbfgJmdfjhrR6e8p/XSUuEKvJUrV0baRsI3GAwgcMgJELTh4WG1trZGoN18vnCZhl+0wV75v92AcQPBjX2pgOw88cQTOuOMMzQ4OKhvfOMbuuqqq/Tzn/88XHYuKaAiDsW7h+38FL8oZGpqSp2dnb/eDk379u3T3r17tW/fPt10001avXq1vvjFL+qxxx7TY489pi9+8Ytas2aNbrrppqN95LN25POFhgF1dXWhpMmhHT90CNahPY9l8tns7KzS6bTOO++8oGRQol46MDk5GX7/xhtv1Je+9CV1dHQEmMehNgYKa2ZmRt/61rciV02NjIxEagthOObgAhemdULOZDIaHh4OnZuWLVsWrHzqKN16ZHj2oK9XUoB73eN1AerCnOxqhKh7o6lUKqAJGzduDAKORDOPOXLpPd6mr5G993lQBkEoAKZOpVIh8YkEGJ7h8ScvZeCZDqeh8I5UliQVFO+2bduCMRa/39bjgI4+HDx4UE8++WR4h0P6rkgWFhbCnpSVlWnLli1at25dxHtxeoCemCvrd2OeZ1OzPTc3p5qamkiyHLelcI5+AT17xI0ur33taw8LSaRSqUjbSi9pc8gUJAieefDBB0OWN40G3Dt03odGly1bFmmywvvYd/YeQxE5QJya84fe3DjE2GttbY1kUBN2ciUWR2zYa2gfxb9u3bqAcMTrmcfGxkJ8Gd5kf6qqqtTR0RH40uFmEDbWy+8wXzxeR9kcgYBe4slZ1dXVet3rXqdbbrlFGzdujBgurNmVphsIyE32hJjtMx1HDQuvXLky/Pv3fu/39PnPf16XXHJJ+GzLli3q7u7WRz7yEb3yla98xhN5tg2gOKkInyLg44oICxImcRiW30do/d3f/V0o14HBJAUFiNKcnp7WG9/4Rr3xjW8M98tCwB5L5J0w2mmnnRZgmdLSUu3bty8UxwNhUmvJ/PHASDTBypYUPHeyeIeHhzUyMqKOjg6l0+kQ3wEqkhRREgz3GNzjcGXKz6WCAMLzisN18axaGHrv3r2qra1VXV2ddu/ere7u7tCfGAMAWNKVnnt+UhESJw7rhpRD9AgCv0QAgeNlKi6QmQs05pZ+LpfT+Ph4aP1IchoxTvbYMyl5L2s4++yz1dbWFrkqj4Q1Ej9QhvX19REojme5Z+bG1u7du/WTn/xE73znO0NsGejeayURrvAPnhJCEXqQov2nXbHxf87Y99e9aGiZn3Ou+Xxe27ZtU3t7uxobG7V69eqgdPHIfR7EtB0C5XM3Ivg372L/uLnIjaonnnhCJ598cqRzkytqeIAzpR85hgEDeoJH+T/rdPnCnFzZLS4WbhRavnx5BKaXCgbG0NBQ8NCdHh0RcAifd05OTiqfz4fwFsMhYwwi6AFnorGxUTU1NVqxYsVhhoQb5blcLnSCQ2aRKOl04sbP0Y5jyhb+1a9+pdWrVx/2+erVq7Vt27ZjeeSzarhl5ofuf2Cgubk5Pfzww5EYXxx2khRay7385S8PwoC/yTTMZrMhrlNVVRXuTI3HgRwecQG4d+9effOb34w0Kdi0aVNgemIzKDcYafv27ers7NSBAweCkPZCbxjl0UcfVVtbmzZu3KimpiatX79e27Zti0CHrNdvqnBIku+6hTw7OxsaRGAAuGB1IcIf9mFxcVFzc3O67777dM4552jz5s2an58Pjfm55o94FQzK3ktFoe1eIwYLmZdxKDCbzYYMa84a2vGyCpSb748LDPcSMSiYJ+UvWOh48MyN9bsxU1dXp1NPPTWSQJRIJFRTUxOelc/nIwlc7lmXlJRo//79wXuKhwhAA0B0hoaG9LOf/SwCCTuMzmfEqt27LykpUWdnZ6TlpRucTi9SwavhYnPWcKSEJWjwxBNPDPHMlpYWpVKpcFcsqAdQ//bt2yNJhHj3GFZxGnb+lRTqraViYs+KFSuC4vQ2oL43njH74x//WL/61a8iBiXKy0NAhJhmZmaCR+kNLqSCcU5nrvn5ea1atSri8bs3TAyUwV3BTlfOG9BKY2NjJNPef8ba2DNX+Bil8QsuHP72EIknmpEH4OeEHEPmHO04pjrXjRs36qqrrtKXv/zlsICFhQVdddVVhyU3HB9HPzyQvrRU6PqzZs0anXnmmRFP1BnRmTOdTgfhQ6agVLD01q5dGxJ3sPCxpj0G4rFVz2QlkYXuPRAzFxK7QIMAKe+pra3V6aefHhIQWKcrnfLycj33uc8NUCbvPuWUU0J8wwWhl1PgzRFDcmMhkUiEWLcUNWwwWDy5ye/p5H1zc3OhtlRSKITP5/MR9AEvA8HiStvPCiaXikkSzvDErcgIxgjw+C6Wdhw25aziSgsBlE6nVVFRESl3QGE7pIwwIvNWKgi+kZGRsId1dXWanZ0Ngok5ejapx8nZY0IaJFaxho0bN2rTpk0Rmm5tbdU555wTWScKAeHtxmRcYfJ9T4xySNDp0JUuNM1zqG/GQGCPUJKcl3vByWSxP+26deuCV7iwsBA6Dfl8HYpkPqyPpvFuWCxbtizAxcyHdbpniWf3jne8Q5I0ODh4WHUBaBj0l8/nIx2SeB5e7f33369Vq1Zp9erVQQdgjKVSqYA88Bzo3BEtrz2Gf51upUKeSmNj42FhMaBq9opzmJ+f1+zsrLq6uiJIB41KnI9R8Kyd/YpDyI4APZNxTKU4Dz74oC699FLl8/mQGfzEE08okUjolltu0ZlnnvlMH/msGJ7QxOW+ccsNwYUXQUbg5ORkiL/wPfe2XMHA1N6K0gWtQ4pAzggW7kL1lmmSIklVrjRc0cehGmpsiVUimHw4nOXzQ8G6BenzdkHrXqF7cDC2M6sLXZirvLxck5OT+u53v6vf//3fj0B0HocCLnJrWioKUleqML4rVIet2ae5ubkQ6/S4qQtZGJ/5egwewem0IylSYsXPWH8ckk2n00F4z8zMqLKyMmTvcl4oTamQOMK+kp3psJrvgQ+8R89W5wyZZ1yYY6j52fM7GBHu4cXREGBXlAmxM7zsgwcPqrW1NZKbMD09rdnZ2eCNUgdO3a97x9lsNtTkkhiXyWTU2NgYeMppGOUzMTGh1tbW8DPKSjgTyuhc4bBu3xNoz+nMM4Khm2w2q82bN+tlL3uZrrnmmmDAkbXrHnkikYhctOAKjLOlSxhGPDSMh+0GKb/j8sJlXzZbLLFyL9RRBtYGDaPk4Sf2Ahpx+qSVKeVe0CV73dPTo9bW1oi8JInxAx/4gL773e+qurpaqVQqJKH9WktxfJx55pnau3evbrjhBu3YsUNS4Uac173udQF2Oj7+z8MFKPAalmdfX5+WLVsWEaCO/0MQdF9yyAQm8U44LlQhPo/lIDiam5tVVVUVOgcB3SJQ3XshmaS6ujrMASaFOTwxxIXo7Oxs8PYc3vZ94TMX1G584A2xBldieE/j4+PBgEEQspcOlzos/8pXvlKJRCLSVhIGxwN3jwYmd8HEfnh8m3kfSbA8/PDDOuWUU9TS0hJRHp4N6d4wqAPPxyrH+mYtCCjvapNIFDI3XZGQbcuc+DfQpr+f/aLGlcQaj0myD/G1OhQJrTs9O2qTzRZaS1ZWVoaGIfRcdgMFWnIB7GfhCARKAAMAHunq6oqgCMQoaWyBZ7hs2bLAF+6PJBIJrVu3TpLU19d3mIHk5wiqlMvlwiXx8axX6NrlqNMvtMueOhKEES4pJPMR400kEtq5c2d4Hh4184rzHWfoKIh3NkulUrr11ltVVVWlc889NxjO/MwNqzgfQMsYSOXl5WpoaIiUnblR4caaOxSs30uv8Jo533/6p3/SGWecoVNOOSXSj5uStNnZWf3gBz/Qq171KnV3dwdjJ5/P67777tP999+v+fn5gJxxDkczjjeR+A2OuOfqbQ3p4blx40Zt27ZNXV1dwXtjwOj5fF433HCDXvayl0XuLnXhglUpKeIlkNF4wgknBKvcvRSUCwTmsRieC5N5XM1hNakoEJzJiLOS/AQTAdkA9cFAFHMjDDyz0yHreCZuNptVX1+fli9fHjoo8bl7tq6ggZn6+vrU1tYWSaDxWkkUQRxWlIreVdyD5d2e8cl+YEzhpWD1E/vxebN/nvRC4wnQARQokB6xokOHDmndunXhAgaakyPcHE4HwuOs2C+yzaurq0MLPYSbew5xRIX92LZtW7gBB4/d6QTl5gJ+bm5Ok5OTam5u1sLCgmpqajQ/P68f/OAH+uIXv6jbb789GBtkcXNmNF6AVqFLaJj3SwXDIJPJBLoqKysLTTu46cjjpDw3l8vp61//unK5nC677DI1NjYGOsFLRZA7jzIX6Nw9ffYEunLDBGMSVAX+gF+RExgSDguDVNXU1ERgbjdI+L4PL5t6+umnVVtbq3Q6rbPOOkuSdMstt2jLli0hn8Mve4C+3CDIZDIhrOIhEpSew/aOirF+N5jcYSAXgTteq6urdffdd2vFihXq6uoKNdWONMVRJdYLHUAnhNrS6bRWrlz5X3dZ+v9p0Abs+Pj3B/AGyimXywUY6sEHHwzNEfBEyKRF0SWTSV1xxRVaXFzUVVddFUkTR9i7JecQYCqVCl6AVLykm/goCgdIyC1RCJ4MU57pVjWKziEafp7JZDQwMBCUPmvHosc7AnJCYE9NTQVBSaIIAkVSMFD4u6KiQl1dXUHwOGN7TNk96kSicBnCSSedpEcffVSSNDk5GclSxjp3ppcUsfz5m+fi6bMfPiiOdwSC53H9IM9x786FQTKZDDFP6APkgMxQ6gylwkXyQFyudNgb3u8Q38TERKBD4qmcPzFEynmgbffIoBsScByu9+/yGfvO/tbX1wfPEwF8/vnn6x//8R8jz/BEukwmE7JM9+zZE74DbIpC9jgbMVDOu6qqSg0NDRGP2o0s9v+yyy7TK1/5ytCDl7PyO3/jYQE33FDE0D0061AqNDw/P6/du3cfNhdo0xPNXEmxJuKfKCL2HqXjORhO87ynq6tLtbW1EQj1kUce0dTUVORdGEuOpszOziqZTEZCTnHHgAGtHYlXkQMYB/wMI4R1S9Jpp52mlStXRmLMKGcPQUC30DSXibiscUP6aMavVbleeOGFR8wiPj6ig2QOhwG5YWb9+vXB+uMgaUgPk/FZNptVa2tr6LMLzMJwi8/hOTxHlBy1pvzO4uKixsbGDosl8vM4bONMzndhbkmBsPft23dYDIU5Yd0DgfOOTCYTFKbDi+55OnzuCg9h5J6Qz92VGQJm69atWr9+vSQFi5uzQjjH79VlPQhRF3zUSUrFTGJXkJTFeBZiMpkMQh3hDwycSqXCTTdxgcPecBk5Z7Ns2TKdddZZwZjBEuddGAt4ex7DjZf5cJYzMzOanJzUZz7zmaCYvETCDS/+eCckF868E8RhbGwsKFOucmNNeCx1dXXB6GSf3cupqKgIt8Vs2LAhGGpHUkBHQh9cwXiCVzJZyD73unTaVZIARgkZNCMVr9Pz+GOcRny/4lmpfJd+v9yctbCwoL6+vkiyzfz8vEZGRsIl8sRW3RDmRidoxo1nKdrUIp/P66677tLw8HDYn8bGRu3YsUMPP/ywXv7yl4eyNgxcv++VuXF+7DelNswJZQrdwSfEwPldp/W4YUtoo66uLhiehE5AeUDkoEWUNLxNwqLHsf3cjnb8WpXr1772Nf3bv/3br/OR/78cCAiHcmA2hz78MDl8RjKZ1MqVK/W2t71NjY2NkVo5/sRjsplMRg899FAgFOJLXV1dofgay93vPEVQAOE4hASxo8SIeZBEsbRUvOD4zjvvDJl/rgTjnovXidbW1gaI1oUSCjKTySiTyainpyei2NlDvyXHFQNM7LHY5uZmnXbaaaERAQKC+jn21yFpzsmNA9aEN+3NLNxC9/Nh3zAkvBUeAtqh5qGhIU1OTkYgxDgM63vMHHp6enTHHXcE4cScvLSJd2Wz2XALTyJRSFppbW0NzSEaGxv1p3/6p2GPUTLMWyoaH+4p+fwQ4ijYTCajjo6OINwY8bNKJpPasGFDoHu/UQnFnE6nIzTB2mjiH0/68f3wZgNSUXmzTmK9qVSxLSVnE2/ynkoVSnRQ7KwFWuBaO5QPisCvhHQh39fXp66uLn31q1/V5OSkhoeHg4ImSW7Lli1atWpVoHXmA+1Cn/AUxs7w8HDgHWgik8noYx/7WIjZ4jXW1dWpra1NnZ2dgVe8FA/69/0kozeXi15HyBn6HuZyOU1MTERasMYha86T/fEQBnMdGBjQk08+GQk5uHPhsDhn6ije5OSkHn/88cjvHM04HnP9DQ5irr29vSFNnfZ2XlgOkTgsFI87QGjJZKEEB0UJo7ugQJB5SzupmGkaT3DC4gbq8cbsQEQOc8IcHu/lM4fT8Bxcwfh6RkdHgzJl8AzfAymaJo/h4DE3SRGBOzExoampKbW3tweol5ijx6QZvA8vFeHje+vQNwrKYXTW5fvuQjiXKzQHSCaTqq6uDnWFnuFMXJXzhT6mp6dD2zjmhPHgc2Dgbc3NzYW4kdcGOr1h6XMOzNdpys+OfUFZuTdBbB0lRzwLRADByHMQaPG9zeVy+uAHP6j29nZdeeWVQeB6chwx20SiAC3fe++92rJli9rb28Pe8POpqang4XLOxOmSyaQmJibU1NQUkqIc5ma9DK9B53v8HNp3dMGNJucXvg8d4WFBa3ian/70p/W5z31OTU1Nuvfee4OhQ1vO4eFhnXLKKZIKoTogfC/P4/lxuJR4/fj4uG6//Xa95jWviRgl0EgcpWFdJSUlkeb5buyxP7zf+Ym4LnuxuLiowcHBcFsNv8PPHCVheCiMtWJkYVj4d1HujoaxJhR9SUmJvvOd7+htb3ubdu3apXe9613aunXrbz7menwc3cjlcpHrryA090CwkBwCcYELEQClONziUI8UvaLLCcoFqscqYApuFhkeHtbY2Jj6+voi8BvvwwN3qNbf6zFAF07AkMwFT8yZZmpqKgIRufLkHZ4QQawYy5d54SFgCSPw+d04gsBnccgM72r37t2H7TlnyZ7g9be1temCCy4IiAV7t7RUuMuVxgV+DyzzdmENQiApQOdAo3NzcxG0wj1X38/m5matWLEiQk9OezwLT8QNJgyxuPHEGaBcaWUJffv88ZgkBQHmz3CYkHktLRUucL/mmmv0s5/9LCTf+WUULjwzmYwmJyeVSqXU0dERniMVoUcyShm/+7u/qxUrVuj+++8PykEqhgYGBwfDMzz2zZ7FkRCUPftKO0jnxTi65F4bjQ2chxH2r371q/Wa17xGDz30kPbu3avbb789Uue9bNky9ff3ByOed3ojCP5Ak+wzVQklJSWamJjQ2NhYZC6saW5uTtlsIasbeQafemzbY5mgdcCzTkPIQwwwzsZLe5ymoEPo12vWeSdyqaKiIiTwIYccsvacklQqFegLPr3kkkv09NNPK5/P68ILL9TRjmPyXBsbG48aex4bG3umj///7fBs4fr6+uBlZLPZyIFLxSSFvr6+UO6AEJqfn9e9996rpqYmnXTSSREPxb0PiAyi4cw8Gy4+gOlyuVxo6A48SJOFbLaQmTk5ORniwSUlJZGsR4rM29vbJSkiYPEg3JJnzXGhjwXKd+LesgtNhA9KECHmyoH98MEcvFG8W93MhX1ZWFjQ8PCwOjo6grJEMMWNoPn5eXV2duriiy/WN77xjXAO3o6SudON6LLLLtPi4qKGhoa0du3acAZOF1jXMzMzymQyoQ1j3FDDCybLlTN0QeTogieJuWECPXgSiLelwxCYmpqSpMNqFuP0yBnG5cjCwoImJibCfcUeD3VB6pdMuELjGU7zcSMC4Q0/LSws6IILLtDu3bt111136dRTTw3vW1xc1MzMjCYmJtTV1RUxoJx+eBZzA5XCAKOJifMce8aZuBflc3YYE8US5wFKdzw84Dzh5+howPT0dOR2nWw2G0qc4H9vJkGW8czMjMbHx7Vs2bLAL+RHuNfH3cmgX5lMRhUVFZqbm9PU1FT4fS5M6O3t1Zo1a3TvvffqlFNOiWSUUwpHT+7m5ubAD3FeJWktThsYeDQwGR4eVltbW9gz7xdOdjo0gyF74okn/tfVuX7kIx/Rxz/+cb30pS/V8573PEnSfffdpx//+Mf6yEc+EmrEjo8jD/c03WqDsTxm0dzcHISMK8T29vYgXNzLkYrWHyUM/J5b+bzf4xUO11Jrh3DBksdAQJk4xOnxjM7OzsBQPF9SaHHH7RgONzo8xkCZoyD4zPcSCMo9aJ7He8fHxwP8jhBJJpMRqIx9BwJ2pnXBV1ZWps7Ozoinzhz8Jh7WNTAwEIwnzswzNTGIKisr9YIXvEDV1dUhQ9c9Z87WY2fV1dWhq5S3soR+2H/W4rFGRy0QRq742Hef4+23366zzz5bra2thxlnzIfhCsKVrP/MQwXwBfXJUjExzemEfffcAdYArO5KBG/Ln4nCwXD8+c9/rsXFxUgiy+zsrAYGBrRr1y5dcMEFh/Exgppzd49raWlJO3fu1CmnnBI+Y9/z+UL9MfH4eB2o045DsA899JBWrFih+vr60LTB6ROadZiW98VDTMT340qZPZAUGouwzkSi0JaSErJsNqu2tjaNj48rlUqppqYmhECgWe5/5Ryol+/v79e+ffvU0dGhfD4fys9OOOGE4H1T/rK4uBhyNThf7vPlnmo/UyBm9o+5g/RIxeQq+rDzXWQCMXD2zlvJHu04Js/18ssv1wUXXKA/+qM/inz+hS98QVu3btUPfvCDZ/rIZ8VAMR04cCBk18VrRSUF6DGfzwcl5LCjVLDOp6am1NDQEEkggRHx2BKJYrwwlyskCHBRuyvnTCYTPFCelc1mQ0lIfX295ufnNTo6qo6OjkCQxKp4B/ERZ3qYAm/NGd2FoA/WicJEKLig5z0kcXBVGF4d73LIenR0VBUVFaqurg6xRb9oHeGA0owLOfYNT8xrGX0NrN/hKtbh++57QGwV5by0VLgXs76+PuLNeJwSTwPvCAGJ0YYSQuh4liTKjIGA87s/HZqWCuVJ3GTiv8veSdELvOPQMmfL/z2On0wmg9fkSt6Ti9xzBkWYn59XbW1tuLeY72J4OXzvSS0YWT63RKLYaMIT+RCuGAdxPsFT7erq0t/8zd/oT/7kT8LvxZES4qrEiKGHIylL6ABFwjV3cWPDDWY3Hp32OKPR0VG1tLREEvPYD7xor+32mmYMUIzkZDKpwcFBlZaWqru7O5wj78bTnJiY0B/+4R/q+9//fqiTRh76RQdAzbfffrvOPfdc7du3Txs3bgzeZTZbuLCAOPrCwkLosEXttNMWitGdmfiII2WSQn13nIcnJia0atWq/7qY649//GO97GUvO+zzl73sZdq6deuxPPJZNRDcCLFsNqsdO3aESw9gnO9///v6+c9/rkwmE5SMJx/QNcQ9P485ePzNCYV/UyTvjQScsXO5nGpqaoLQTqVS4eYLfydN2L3hQFxhokhYv0M47sU4kzHvbLbQHg2mpSk9z6UUgfgPa/ZYLcMF0cLCgkZHRyOlEPHaYkmhyQXvi3usGEIOYXpphK8FocrPPWM8HoPO5XKhjR5KCGNsYWFBk5OTmpubU0VFRWB09t0T1KSiV+7KaX5+PsRYvbSEhuzE1kj+SaVSampqilzm7nvLvruC8jNdXFzUAw88EClDc6MDGuIzYnaeYevvwoCk1tYhYE8M4/soD7/GLJ8vXLD9D//wDxoYGIgobRSfe0GeDe20Tqz0z//8z3XRRReFffYYoscJWbN7lnEZwZ5w7o2NjZFyFgyyHTt2hM/gRVcYTmvMExpwdEIqenQozrjvhWfnaBrGOudFDBf6wwOFRikNOnDgQIRnWMPdd9+td73rXfrKV76iDRs2qK6uLqwnmSxcKzc5Oanvf//7oRVpLhdNbpMUOYNkMhku2eBzl6nIPYxkeJ8YLbz/TMYxKdfm5mbdfPPNh31+8803q7m5+Vge+awaJHzAQMlkUp2dnVq+fHn4zu7du/XHf/zH+p3f+Z3g4XqCBJY1gsIFhl/7JSkiBPHsSOyhRMIVqpcJJRIJHTx4MFjWDjVSkjE9Pa1HHnkkwlQet2R+noXnjMu74vCWv9M77OBpoohuueUWTU5OqqurK+ItofwQkslkIfMZJgR+8sxazoRM4qmpqcMUCPtE+UZNTY2y2axuvvlmHTp0KKzfvS4XtMTPXFmwN35uDldhuJAYg5AgFurPwvP1+QKloaQ8Sxyr3LtS8b2KiorQ/ckRBN6H4nPokzE8PKyHHnooUsfq60KxOczr9dqEARyu99AJ59na2qpUKhVJxnGad0XOxepeV/rEE0/ok5/8pP7hH/4hzM3zAPjduOGIEQEaIEnvf//7tXHjxsi5x3lreHhYu3btColC/CweH4x7+/4cflZRUaF169ZFoMupqanAO/CaQ8IernFIGkXHuoixM0eMQuKoeLO1tbXBk/QyJYzV0tJSrVy5UjfccEOIG1dUVGjLli3hMgOXbc9//vP1uc99Tu9617sCKjQ2NhYQGugZfvdcAPbKoWDo3WVdMpkMMsnRHJSpo4lujD8TBXtMsPBXv/pVvfWtb9XFF18cWmA98MAD+tGPfqRrr71Wb37zm5/pI58VAxhk586dqq6uDklNkgLREs+cnJzUiSeeqNe+9rW6+uqrlUqlAnTrFpkLPBeMLgxgdM/Ig/mOBHe695VKpTQ+Pq6WlpZAZNSy3XjjjXrVq16l7373u/rKV76iO+64I9Iu0Z/hWXn8jKSIPXv26PTTTw9zdI/ePSBXvJ54EfdqsHIdevbYkXtd7EEckgO64/KBfD6vZcuWSSpeYuDf7e3t1SmnnKJPfvKTetvb3hbWSQKIPz9+RihKqWgdz8zMKJlMRjJGUQYHDx5UY2Nj8ATYC4Qme+XeRy6Xi9zb69Y6MarBwcEQhsCoWrFiRaSFpFv9Dj0ifIAQ8/m8WltbJUnbt28Pe8d58Axi93wmFTN74+iHx7RpDM/zvA7V9xra8/ACe8naZ2dn9cADD+iss84KKI3TkBsD7K+jN+zloUOH1NjYGGKW/J573rlcLtSv0k/6vvvu0/Lly7Vy5coIPAwvuieGgeZ8xjnAY3T+Yg54rH45AAaPd1DyUIxUuFaO+VRUVGh0dFTl5eWRmKSjUNCCn6EnFHozlbjScija4WjOsKenRx0dHeF3METvuusuffnLX9ZXv/rVw+59JQsfdCmRSISzgS7iCZDuzbNv8CrhuqOFhY+5zvWBBx7Q5z//eW3fvl1S4Rq6P/7jPw7K9vg4fHjM1S80d6uN1HOEBULTlQwHHleMDlkC0xCHoIZPKt4oEm++78IDZogrS0nhYuyZmZlI0gNCeHx8PEBPrlhQaDBcOp3WO97xDt1+++3q7+8P33WB4sI7rmAxHMhKpA8owowbPWAcBJALeCx3BNKRYN2JiYmIsiA2SjwUJdbf36+Wlhbt3LlTZ5xxhkpKSjQ4OKi2trZITMy9O97H3sOOZGpiPHiNq9egcl4kmdTU1KitrU35fF4jIyMaHx/X6tWrg1fj73BoM5VKhcuyBwYGwhxWrlwZqT+ETlz4M5eJiYlI/HnHjh16/PHHdcUVV0TayEGv9CmWFKnXBalhvXElx3mxJ57I5/vL34uLi7r77ru1evVq1dbWqqqqKiATi4uLuvfee7VmzZogvEn6Yq9AG7x8jnm6sbR9+3a1tbWpra0t7DXDjV/ox41Vb4PJsz1zG4PSM/JRrI5kuVJlftAL+8rPgL75XvyZ5DJUVFQEnicLHNrldzzk4LFqR3DiiJXTPLQAegJCwzNqa2sD2oMHurS0FJDSffv2qaWlJawll8uFxNr9+/eH33HDa3p6WrW1tcpms/rYxz6mN7zhDdqwYUNEfrIvnNXY2JjWrVv3X5ctLElnnXWWbrjhhmP99Wf9gKnIdMvlitl9jv3HMzhJVvHAvTOSFE2mIdWez515p6enQ7wk7q0SR0RAedwBIm1ubg7zxaKWCsLMm53D/DCypBDn/cIXvhDqCr3TDe+NKwOHxnwvq6qqQiYjcBQWZyaT0dzcnJqamgKzxwvKEV6M0tJSTU1Nqb+/X2vWrAl7wzocOQBNWL16tRYWFkJv6EQiETw29sAVK+tybxOmn52dDe0CXchj8Ph8MRJqa2tVX18fYN7m5uZwmbcPRye8iTpeyeLiourr69XZ2RmJ0cfhRYQgBg6dpaanpzU1NaUNGzbo5JNPjtAkXnIqlQpX1bkxBZrgGaYeIoh7/r6WxcVFjY+Ph3NmbycnJ/W7v/u7eu1rX6tvfvObkqQDBw5Ikh577DG95jWvkSQdPHjwsGQe6Jo2esRtqb2cnp7WsmXLtLS0pI6OjmDQuTcP3Ts/uLHrN04xZ6lgxO7evVubN28OyoR9Zx99n4DNpWKvZWBdlIN75KlUSr29vbrtttv0hje8IdCxG/1kJdNcw9EaRhyp4mc0CYmXGTIHp+GZmZlAh4wvfOEL+vSnP637779fVVVVuvPOO7V69WqtW7curPvQoUMB8YMfGX/7t38b6nS9j7skDQ0NBZpPp9O6+uqrtXbtWm3atCkS2vKQhRt9RzOOuYnEnj179Jd/+Zd63etep6GhIUnS7bffrqeeeupYH/msGXiZZLEhvLjsnDgYgsVja96xxeGLuHc2NzenZDIZrCtv1o513t7eHn7HmYX4H8kbEJf32HVPDIJG+DY1NYXM4Pn5+RBXy2azwXKmu1BdXZ1aWlrC9yFiJ27fN2dkCB8rnw5HpNC7Vx+PQ7NmaiJ5l3sjPT09+tnPfqbh4WH90z/9U4CpDhw4oNHR0VCLmU6nQ9JTSUlJaFzghoevKQ6loRzZ25qaGrW2toZYF9+l7y7PGB8fjzR75zYfPA43aNyiJ4ZdWloa6vh4BvExatnjHZQ4o0wmo/7+/gBfk9m8sLCg2dlZXXXVVSE27DCr0y+05yUjo6Ojmp2d1ejoqCYmJkJs1WFY/s9ciM1ydZnzTDabVU1NjX75y18eVk5TWVkZeqG/4hWvCELY35FKpYJXSRvMmZkZzc3Nqbm5WU1NTSorKwteF94w++EGLQZCeXl5JPmGP87X2WxW119/vS688MJQluWoAJ4oxqSHR+B/KRoiQUHHlXh9fX0wmJ0/8PClYsMP5uF5DdCoG5CpVCoYXt4L2w1K52kMUtC6+fl5ffrTn5ZUMIQSiYTOP/98rV27NjyDpKOGhoawd04nV155pd773veGiz9cUdbV1YW+3vX19dqzZ49e+9rXhv2DT0gydF492nFMyvWuu+7S5s2b9cADD+imm27S9PS0JOnxxx/XRz/60WN55LNquNXtljgxM4dTHbaDgTxIHydW92QnJiZCFrAUbYztJQBS0ZMmk89jnx6n88xDMiDJOI17NolEIsz5vvvu08GDByNJT9/85jc1Ojoa5uOwHtb5kbxxzwJ2pe/xXAQcXn5lZWUwVijf8KQinosiyGazWrt2rV772tdq69at+vCHP6zx8XFls9nAzJKCARPvJ+sKmyxmV9zxaIxDnySGuGe2uLioz33uc/rkJz8Zvl9VVRXW5aiAK3MEOp5MLlfohIUiRInwbow1F87ZbFaf/vSnQ1b23NycBgcHtW3bNtXV1QXPpKGhQdu2bVNlZaX+/u//PqLoUCo+T+bq3iphCpRsvEWdK9h4VjzzHxkZiSAMiURCXV1dOv/88/W+971PN998s2pqalRaWqr29nbt3btXX/jCF4IxSY04+46CItmqrq4uxJU5e9bY0NAQIGfWTO4ASUIu5D1vgs9Y5+te9zr95Cc/CWgENOpy5Ej1rr4vKCDnG/g9l8ups7NTr371qwMqNjo6qoMHD0aQBM9uZ99JoOR5jirh4bMX8CPfyWQy2r59eySJyPlhdnZWc3Nzevjhh3XjjTfqnHPOCTXBrBt4HTREUoj5k9BFvkjcKGffkG+gZszdZcju3bv19NNPh7pad0L+o3FMMdfnPe95+r3f+z29//3vV21trR5//HGdcMIJevDBB3XZZZept7f3mT7yWTGIue7bt0+NjY2RmKZUhFcQPoODg5qbm1Nra2uoi8Wi4nsIUhgMixHPymv2UHqkxx9JYPFcJ3gUq9e7xROfhoeH1dDQoNra2hC/Q7hNT0+rq6tLf/d3f6c/+qM/UiJRSPT54Q9/qIsuuki1tbXq6+tTXV1daFyBMRH3qrm2ymsj4xCTQ1DsCQKtv78/xGKA1fbv368TTjghKEQEGXtFyQoN/aVCY4jly5dHYo7uSWOguND3GBN/aDXIXjtc7XuMAUv86UgegHvKzMMVPuc4ODiourq6kAXsfXWZFwqB3z148KDa29sjNyrxc/ZrYGBAX/jCF/SWt7xFq1evDtd2lZSURDrtsI7Jycmwn5WVleFqvO7u7khYwHnD947/812PYaKUoUP/HS89m5+f10c/+lG94x3v0IoVK5TJZDQyMqK2trbg1cM/Dk2z5+wrnwEj9/f3hyv2HNafnJxUaWnpYUlPrsBRIih3jBcPA7iCxrAkmzaZTKqmpiagOSQx+Z7F0R/OHAOM6/PcwHWD0ZWqZ5nzfVAqnAAUXDKZ1NjYmHbs2KHnP//54RlDQ0MBYQLG9jAIe+JJRvwuZ8p58L6SkpJQ0VBZWRk8UNAJ6vN5Bs92Qx/+JhywsLCgFStW/NfVuf7qV7/Sq171qsM+b2tr08jIyLE88lk78AQgVrcsGxsb1d7eHuBBhsfApKKl53YSnZmIC0HYDmsgsHbt2qV9+/YF5oZp4xCIM71ULBngiifS2BHq1E9WVFTowIEDetvb3hbmUVFRocsuuyyUBg0PDwdPCoaXFGoYl5aWgmJdWFgIULN7fMlkMqT1MzeHm9kXPEPe4RnDrpQwDqqqqtTS0hIERElJibq7uyNxaP7kcjkdOnRI3/72tyPrcEPGPXzP/j5SCQA/4xosjCzffzd2PESA1+EwIHEwV+jl5eUhpkbJzk033aQbbrgh/M7w8HAEOgf6g2aTyaTa29v1V3/1V6Gk7Prrr9eXvvQljYyMRHICUFT79++PJGdVVVVp5cqVEUWWzWbD9Yf8PkqbEUeAiI8Sl/REofgNKqlUSh/4wAfCnD1+HzfQXIl7Ri/fgd5om4fBRxwSpe63wcThYK81x/ABXs9ms+F6Sd7pfAA8jZG0tLQUaZCCAqExjHunrMlDVaBklMOh8Kh7Zk0oMPbJ585+8TnxfDr7wTMVFRX60pe+pNtuuy2CUkH/fMb/oWf+7eU0UjH0xpWFIAZ+mQeIjifGxd/lYQw3fI9mHJNybWhoUH9//2GfP/roo+rs7DyWRz6rBozqwXGHExHIXj8Xhz19XHLJJfrc5z4XvgvcQcE8v+/xhLm5OY2Pj4euMlygTpq8e8Y7d+6MKHMsap4zPT2tbLbQb9ghRbzchYUF1dfXRwrg8X5Q+Js3bw4t9YAGsVy9DhaL2Gv1PI5J1xZJIU7G73k8CMYpKyvT6tWrI1mpvn6eybtgWvbRhRGjra1Nv/u7vxthVM6A57phkMvlgnfsMWzmHY+Zcl9o/Ex8P1yR8SwSVMiwdG/L4fB8vtCgfMuWLYGeuEUHlARUIb5GhwFf85rX6I1vfGPowuPGWCKR0ObNm0PfbM6DM4FOMpmMvvWtbwXPPZFIBPpwo8mNCJQocWUXprzfkweJmwJte79c35NkslDOwh/mMzc3F/afpC7owpEMFLd7ejwbvuGM+V28JV+7d1aCHjl3h3E9Nk0CVjabDd3JULAoQvpCe12zK9l8Ph+5OzqVSoW4rDfKkBRCTLwDnkN+MVfOrKysTJ/61Kd0xx13hPfV1NQEGRKXe34+nBHv9JwQeAP+Yk+hkbjM9edns9lQQxt/5tGMY1Kuv//7v68PfvCDGhgYCMRzzz336E//9E/1pje96Vge+Vsdn/jEJ5RIJPTe9743fDY3N6d3v/vdam5uVk1NjS6//HINDg6Gn+/fv/+Iiu5ohlvZCBUYLZksprLn8/lwVRgMyB8EcSKR0LXXXqu3vvWtQblOTk4GmMTvBaVOK5fLBS9QUvA68YClIlw1Pz+vjo6Ow1L2IXrmjocg6TBF5gxFzMUh5oqKisg1a2T3ImB5FtCiZ8vyh3ZsiUQiktAkFbusYBQwJ5jODR0/G18f8ycj1T0pqZhMgTeaSCRCnR3WMYLMhRpCn8J79hylyDMcdcCwcIODek3Wy764scCa4960KxAE+7Jly7Rx48YwP8ocaKrhnjgGHGuqqKhQNltoVNLY2BgQD8IVrgx8bW7AQLNVVVV605veFDGm3BN3TwWkJM5njgKg5BYXF0MNc3wgRB3+5T2gHvGLDVxRogS9scb09LQOHDgQFFDckx8eHo40yGetTU1NqqurCxn10DZny3sGBwcDLMv5OxRLDgfeaTxmTamRe288w8Ms9fX1oWuYJ0HNzMxEOqe5keHGXtxZYK8XFha0a9cufeITn4jQohtwnl+BnIkb+cwX+cHZ19XVhXDK8PCwMplMBEb2+XgcmPPke8/kIppjUq5///d/rw0bNqi7u1vT09PatGmTzjvvPJ1zzjn6y7/8y2N55G9t/PKXv9SXvvSlYKUz3ve+9+mWW27RjTfeqLvuukt9fX267LLLfm3vhSjiRJZOpyNKmzgNhER5De3eUqmU1q9fr7q6Ok1NTYVGALQMQxEjVIDgaFuGpwcRIRBQbNXV1aEWzD0c965qa2vDjRUIRDITpSKcDHOg9FH4buEiwFHy3n2IrD8UldfEAU9JxfaSPlcYhjpih2Vdgfsl78DRMDoKjOvMUCwYRS5c/XnAgvHnAnWTZYzAdmPI29F5QwvWyfAkMLJZ2SPewT44BI3gmpmZCTTFAD3IZDKamprSzMxMMBy4zDuRKF484UK8srIyQOcI76mpKT311FPBU3LPnf3FA3U0gvifJwPxu6wtm83q0KFDIdGGP26o8ofGHtSPu9HjKMTS0lLouIUXw/zcE3eEyefnXnxDQ4PWrVsXoEj2nnm//e1vD5nWvAPlSP2w01UqlQpJebt379YPf/jD4BlD124YQiPwDvzJOTAvh3fZF+gUmJb1YpRls4Xs25qamhB/jytpp1mPWy8uLmpsbCzkQlDV4J42csZRkrgRVllZGcr/4AM3tNjHXC6njo6OSMMJaN5p8eDBg5IU4qoYbs8EGj4m5VpWVqZrr71We/fu1b/+67/q61//unbs2KHrr78+ENn/DWN6elqvf/3rde2116qxsTF8Pjk5qX/+53/WZz7zGV144YU644wz9JWvfEX33nuv7r///v/0e+NCH0E/OzurAwcOBEtubGxM4+PjkqTR0VH19PRE0v6xgBHuiUQixLynp6f105/+VENDQxoeHj4sToUicys9lUqptrZWuVxOP/rRj/SrX/3qsMxar3/1xAyUtys4lBj/J3ZYU1MTmNn/SAWBtmHDBq1evTokOdBbuaSkJMTC3ANDkGFR+9rwlD3+6HEhFyhAnsRBXYCwZyUlJaqvr9fMzIxGRkaCQnIYbWlpKfR9/tjHPhZiXJwTmcVeP4iy5TlTU1N65JFHQlxLKhgpmUwmQFXsezqdDigHc+Z82HP38lBGfgYItVwuF3oWY3TMzs6qrKxMlZWVkSSmI8WqXfg9/PDD+sUvfhHOqbm5WS94wQvCHFyBskZPxpqbm1NfX19QqiAXnAnKYWJiQolEIiSleYavK+uZmRmNjY2F/YDeXLm4d8vn0Nv4+HhEOUITvmY3rly5uPKCFlhre3u7vv71r6u0tDTUvbMXKAmMLPZpeno6dFBauXKlXv3qV4f4q8fcR0dHI3kc0Nni4qJuvfVW9ff3RxAMRjx0gbfu8p2wE4re543RCbSPJxmXg5LU1NSkE088MSIL2COfA0iSQ+n0C2a/MdKIeWME5nK5oHydr92pYH7ZbDZ43fzfYfCjHf+py9K7u7t1ySWX6Iorrgj3Tv7fNN797nfr5S9/uS666KLI5w8//LAWFxcjn2/YsEErVqzQfffd959+L0LFlU8uV8jQ48olDpSrl6amptTe3h6BH6Voij11i/z/1FNPVT6f1ymnnKKvfOUrkQuHISY8JmBiGPj3f//39c1vfjMoGyx1FJ2XAbkC8K5IeIlYx86wDnP6fvAcnuXdgYjp8nxJEWUoRS+X528UB5BOXPl62ROC3L1Sh/eAp1GyVVVVAY5CILAvVVVVeuc73xnaKPJc92YReAha9nNoaEgf/ehHw7PYC1AAh2IRvAgHv8HEBS7744LfW9IB8cX7MQNHlpeXh4vIMWigR99/5rxs2TKtWLHiiC0sabMYV0px46i1tTVAsXze398fDK+FhYVIi0ja3DH8nlQSfOLDkZj5+Xm96EUv0i9+8QtlMplQBpNIJFRXVxcMDFd8xDf5jP3zjkKS1NPTo61btwakgjlBS873buzRcYvPpqenVVNTo6amJmWzhVtkampqVFNTE5ICJYVbotyQdGOS+4hRxg7ZkkjGwONF5rC3/E3iFHHz/fv3B+OEy8ehO2gdmcV7XR6Cbnl2MIYcdJBIJELNsD/DlTwoBcYgnrXLHfbZ4WA6vbkxxN9HO/5TyjU+br75Zn3ta1/7dT7yv2x861vf0iOPPKKrrrrqsJ8NDAyorKwsUs8oFYQFreFWrVp1xHjN0Q7ifPGYE/Gq0tLSkEmbTCYjV8vNzMwEiw3rDTisubk5wIENDQ2hqQceFEK5p6cnwMue/g/81dPTo49+9KOB4JhjY2NjKGHAKp+YmAgXJY+Pj2t4eFjT09NKJpMaHx8PxIzyjMNvMAqec29vr/bu3RsSGmprayNwdjKZ1MTEhPbu3RsU4OTkZEh68XgW++slDQgJt9aZi5f4EK9GQKNo3IpOJIrZqTC/J8t0dHTojjvu0EMPPRTxctx7dk+JZ5x44on67ne/G+A9BAbejScXQUfceYnl7fCYx3jdo4qjFyUlJerr69NLXvISDQ8PB4UE7TU0NKixsTHSTjEOh2NsrV69Wl1dXQHWZr5uTEAHeNpAzigmPAhXOs3NzaHJRW1tbfBEQU3itbQeqwb58Ax6hzcl6eMf/7iam5tD4gvf81g3z4XXEolEKO3wBBgGntPmzZuD4vVELs6ANaDwHKIGAWGNeG/et9mbS3DPL0rLwy+JREKnnnpqgO7Ze+cNbpxxLz+XKybxwSP+e8Rp0+l0MNgxNubn55VOp7Vjx47wb+Qbe4bX6+8lR4P9cV5BGeIUIBelQnlXY2Nj5KYr5BVhE49fe+KaN/nA0Mjn8+Hzoxm/VuX6wQ9+UFdeeeWv85H/JaOnp0d/8id/ohtuuOEZbdYzHZlMRgMDA+rr61Nvb68OHTokKXoLjBRNLCG+5d4hhNnX16fJyckQH+PnHv+BcRHGz3/+83Xrrbdq27Zt2r9/v/7+7/9ehw4dCrdYIPi8tGBiYiIUWSOc8Xo9m1gqCNempia1trYGGIr7NYm/An16DAiFi0B2yLaqqkp1dXWRG3QQ2Ciu8vLykNVIhikWrENEKG4K/Pmc4d40iUXuXXtSEN4s5SNxhSsVSwDc8Lr00kt19tlnBwHCGjjD+HV/CJvKysrg5SBsENqsk2fEoWn39rHW2Wt/B/RCt6eZmRl97GMf02OPPabHHnssYly5IeKhDRfei4uL2r9/v/7n//yfkfj12NhYQCXcG+BsUKAk4oHCuIfNnnLeGBEOVXo9OEqG9/Cs/fv3S4o2JiGeL0nr1q3TmjVrwrocSuSMnX54jtfOYnz29vYG5IaWknHa5PeTyWRAZzCioVW8NPaK74AmEPpwRYexHlec/MyRI0ddWLM38ADa9kE+iMc34YfnPe954YyQhbt371ZpaalOOOEESQrxYfYCvmB+0Cwe5/j4eIQPpGItOHJgdnY2YoTwPVfgra2twcji93w/PJaLYbps2bLIPcOHDh1Sb2+v+vr6NDAwEIwiH79W5bpjx45n5Db/tsbDDz+soaEhnX766cHTuOuuu/T5z39eJSWFa8iI5fgYHByMXAv3H433v//9am9vV2dnp7q7u7Vp0yZJ0ZZkXkKAcPHOI8SexsfH9b3vfU/79u0LJTQILyxDv6sS66u2tlannnqqSktLdfHFF+vqq6/WaaedFoGyUORAWF1dXSH7jvcPDQ2F+ZJw5Jm6fX19ymazWrlyZYjbSgqZjjAQ3pRn+mJRsjcIDoi+r68v1Gfm88XOLO3t7eE7CFUYj3tIGQ65sm8e38Qidm8BhRs/M4QCzOqWue8/woDvSApC1y16F668l3W44vaYLnMi4UiKXlJNLNhj+gyHplFAdNOpqKjQpz/9af31X/+1zj777GBwMT+EPs9xownl9zd/8zf65Cc/qampqRBfXr58eajXrqio0KFDh/Too4+G5yMkUR54MawTjwyDQiqiDMB/ePm5XOHmmf3790eMGM6wo6MjAg+DmOA1d3Z2qqysLCS+8D4QB1f4Xn4CP/HvfD6vPXv2RFrvOUTriJWfN+unSxp7TBIOBhz019/fr9nZ2UgrSk8edAUjKVJ/6koZ3vMuUOy/z1sqdkC76667Ap9x/o4aZbNZjYyMKJPJBIPFURv+Rg44SoNSLS0t3Gpz2mmnaefOnWENPm83wl2exmFlBtUFbhQ4suTlVZIifChJmzZtUnd3tzo7O9Xe3q4PfOADio9jvhXn/+aRTqdD427GlVdeqQ0bNuiDH/yguru71draqm9+85u6/PLLJUk7d+7Uhg0bdN999+nss88+qvdMT09rdHRUUoHQZmZmtGnTJh06dChk80IMMAxCgMOndd6+ffv0O7/zO1q7dq3e/OY3a8uWLWpra1NFRUVogL64WGgw7gkbGAmzs7M65ZRTJBVKqT784Q9H7jLlhhsXHA7bjY6Oavny5Zqfn9fBgwfV1dUVGuWjMGdmZtTQ0BAuJEAoIOCYkzf0hvAdnpEKd4FyC80DDzygLVu2hKzReNyWLF6HL2dmZkJrQJQkEFRcYSL8EP5DQ0Mh+UGKlufwLFeGMG5PT49mZmaC8PakHfdoOW+H6DyG7AIB+JB5wPCcE4PnZ7NZTU9PR5q14+kgEL0piUO5njRz991365RTTgmJfslkoUEHMWbgT4w7qZj4kU6nNTIyohNPPDGct1SsgfXsaYwiPHRPNomv0/fL6SCXy+kb3/iGLrjgAnV1dYVEp507d+qkk07S3r17tWrVqgDfg0DEm7NwviA2zGVmZuaw7GrWzhx83p6AREwVGuAzziudTkcu1uBzvD6MbTJxMSx//OMf66yzzlJra2sEwcJQhu8or2F9UjQuCSIAdIpidXSE/QdqxhOfm5sLyq+qqioSZnAniyxzbtbx+5i9mQv8CSzMHrLXg4ODampqisRdnR89JurogtMMvPbhD39YF110kc4999xgALrhxrqc9wknrFixQtu2bYtcNEDJZoSejkW5/uhHP1JNTU1oX3X11Vfr2muv1aZNm3T11VdHMm//bxnnn3++Tj31VP2v//W/JEnvfOc7ddttt+mrX/2q6urq9J73vEeSdO+99x7zO2h/ePDgQdXX10tSqF9DoTkcQYyhr69P3/ve9/TZz3428rwrr7xSb3nLW7RmzZog6BGenmCD4isrK9Pw8LCe85znSFLIPgYGgWApa6FUB0YqKyvT3NxcaA/n93wyZyw8iJLf7+/vD52cYE7P/kQRwRwTExPhvkuHzzx2KBUVzuLiYqhVJbYL9AO05FAkJSoOqyPc4olJroBgdoSlx4xADmjhhhAfHx8PbSHdi8RT498IVk94WVxcjEDVrlhc+AHttrS0BMOIuZWXl2vHjh36+te/rr/8y788rFEIwp+RyxWu1kokEiEzGpoijhdPRnExAr2Ulpaqr69Pzc3Nmp2dVXV1dURgOkqA4Hb0gP1weiKm579PrK2qqiokwbhC5tq/eCIge+zKBxrzs+FCDeYGncXjnwhuargd8uR77I/Tr8Pe+XyxCX8+X6j59tBDMplUT0+PNm/erGuuuUZXXHFFhNc834Dfp3FFfICiuFFDLXw+nw8NK3ye7B8KGv6XFDGEnFdyuUKf8+npaS1fvjzklfBcDErWFw9zcG6OcDitPvzww9q4cWNAPQineO08e44CPfPMM/WBD3xAr3rVq4Ih6ryFPGINJGqm02l1d3f/17U//LM/+7MABfzqV7/SBz7wAV1yySXat2+f3v/+9x/LI//bjc9+9rN6xSteocsvv1znnXeeli9fru9973u/lmdz2M5kWIzEN4Fjk8lCOvkXvvCFw55z+umnB+8OYe/9eCHcioqK0GC8vb1dN910k77xjW8EDzdOrFi8dF4haQqGaG9vD16iF55LRe8FSJt+py0tLaEAniQch0E9rpdKpdTS0hLZI4eWfZDE4YyUTCbDlXwe43TBzTodsoOx5+bmlE6n1d/frz179oQ58jyUahzKBop3S3p0dFRr1qzR9773vYgBw7PS6XTI8MRAccGTSqWCsnRoy5Whw6IO3Tpy0N3drXe9613BI2KtQMjuhSUShUQhqVBbunPnzoA8UO7DWbrSY04o9JKSErW3t6u8vFxNTU1BKbkX6NA6w6FM5gS0y+/F47Zk9VKe4tmhXV1dkVIbpz/ogfNyXuQz2kMmEolwbzAGhs+RkAA86FCvZ5762cGrrIvzzGQywVDjfICgm5qa9MQTT+jcc88NCtKN0EQioeHhYQ0MDKi2tjYoL+dv+MTRI6dlaBzEw5WUKyqHmuO04PxdW1ur5cuXB9ie77jRkkwmA51hELtccOQin88H9OvJJ58Mxh6IGQYpt0PFDf77779fr3nNayINZxYXFzUxMRH2anh4OITDmKuHV/6jcUz3ue7bty/ED2+66Sa94hWv0N///d/rkUce0SWXXHIsj/ytjzvvvDPy/4qKCl199dW6+uqrf+3vQjC79yMVsxz9wvT5+Xnddttth8VBLr74Yq1fvz6SLUfZCu+AGBEqQIwvfOELI5bzrbfeqhe+8IVqa2sLwgQmw1OhMQRCPJPJBGGJpR73zNwqB3rGO0G4w2wOuXrs1Nfhw40C/z23gn3PYJCRkZHgQeHluMUKY/LzW265RVVVVRE4ypM7XOAwD+KgZWVlqqmp0Wc/+1m96EUvingVrphTqVSI/yBseB7vcG/WBTTfQVlMTEyE0hmHxkpLCzfAOA2CRPjeuzdImOC0004LmeDT09NauXKlpGIMz+fjyAICMH5uzNk9HejYIXtoEH5xZMGfh9ADtpMUjCtHVniOZ4S7xw1M6YrdYc50Oq2/+Iu/0Pj4uK6++urgKTvNxktsWBsGHnFQ9sHjoewXShQFgbcuFS9BqK6uVmVlpSoqKrS4uKiDBw+GW5LgT+DVuBEQD6H4meTzhaYd/I4n73mWsxStEYZ2HF3Cu8VonJqaCs/ySozt27frwQcf1Bve8IYgP+IhgaWlJd1+++365S9/qb/4i7+IlM684x3vUDabDQlgoFjQgzeMcOPCwzHIGs6mrKxMy5Yti9TvQiNHO465iQRJFFu3btVLXvISSYViYE8iOT6OPFB2MFc86QCLa8+ePRoZGdFznvMc/c3f/I3OOuus8IzXvOY1Qfjxh8QnmMoTexKJYg2aW8hTU1N6y1veoomJiUBcXveG0KBWlNs2IELm7NCpQ3fArqlUSk1NTWEezAHvXFIQ6vybd5MdGhe8MLC/e25uTk8//XS4D/TQoUPau3dv2DeECuuXispramoqkkSWzxezPauqqiJ7hEGD0EYw5nI5DQ8PB49dKsD31dXVoR83wpZ/J5NJ7dixQ4cOHQpeIV4FyRwU+zud+P5Tfxm3+NkvSQE+RRAiRMrLy4Nyz+fzOnTokJ566qkgNIHNGxsb1d3dHd7JH4cVOTu+w/7yeT6f1+DgYOg6xkCY4qH5GBoaisQAPXnF0Z9EIhEaibiQZi6uSD2Zjt91jxr6cyE8NTWlG2+8UVu3btVDDz0U9gYaRHFAr3EPnPe69+XJUpwLRhm/B59LxXIYSonm5uZChuyPfvSjAOGvWbNGa9eujSAsvM8hYvfoOEt4DcTKlSZ742fnhiLvcTTCUYqqqqqI3JqenlZTU5POPPPMQO+UDzEwVt70pjfpH//xH8NtSn7uyWShCU86nY5Auh4HZZ2gVZOTk5KKSApN/nmuK1VkyzNRrsfkuT7/+c/X+9//fp177rl68MEH9e1vf1uStGvXLnV1dR3LI59Vw60nmhYgwGkzVlpauLQaiHTFihU6++yzdeDAAX3ve99Te3t7sI4XFgoXNJNA0t/fHxRgOp2O3IMYtwgbGxvV09MT+U55eXmkXIhSHZ4nKVIDxxykogfCcOvYLXL3zPDiYSj3NhwOYn4e4+H7PC+Xy2n58uWamZnRzp07VVFRof7+fq1cuTIC2zJvqQgDUjKUzxcyiBsaGkKsXSoIeeDBmf+XvfcOs7ys7/7f55zpve/MbO/LLh1WQAVMQkB6EIw0K0F9TMRCHmOJJWLUJEaMlVixolEUAQuIgqACEpa+C9tnd2Z3ejvT55TfH+d63ef9/e4aV59fXJ8ne1/XXrs7c873e5dPfX/KPTkZSkX8/dPT0/rZz36mjRs3qqmpKRgIQH2cmSvXfD4fySTndwh+bmlBCLBfceGfz+dDZyiH2nK5YlKTeyH+fi8zqKioUGdnZ8Ro8pIWb6zvAkhSpD2le0V4oGVlZWpsbAw0j0BnDblcTr29vWpsbFRlZaXuu+8+XXbZZbrjjjv0/Oc/X5IC/OqC0D14DB6n23hMzfmB4cYAyAw0RW4E4+ijjw7/53LvBQsWRGifPWKNPj++x+9JtvLEN/jHoVIM3ubm5rC35eXlWrdunY466qigONPptD796U/rr//6r4OiR4HHkaX4vsCTktTS0hI+G6+TddTNm1f4frImh8o9bjszM6OWlpZwfWMuV2gB29zcHImdJxIJfeMb39CuXbsia/c8FZQ2vOGxcRS0e7bT09ORayQ9dEQIgmQzaCCeBPdfjd8roWnPnj16wxveoL179+q6667TNddcI6nQjzebzerjH//47/rI/xGDhKZt27YFYYmXifDjuioEGh5UNpsNjfX37t2rZcuWhe41iURCQ0ND2rBhg6RCydDU1FTk2itgEqnoLcH8B0tKcAUHtFJaWhosX7xbYKMnnnhC73rXu3THHXcEpoMBYd6ZmRn19vYG74dkC1fAbgXHmdXhxziU69C6l4owb0804XvsHd4SexLPGERh/PKXv9TatWtDvayXjJCQwrViDrHyPtbod0g6/IYwgLkRIDMzM5EyDM6FeOj69esj0GTcg4B+HC5DwfI75ufzxtuAToD1mQMJYX77DK0Sc7lcoA28FOaFMTMyMqLm5uZI5iqCEAOkr69P//RP/6S///u/D92GBgYGNDs7q8WLF4c98r3mXRiW7A17wjo5L/fy47A9FxU0NDQol8uFXsZcduEelNd1ulftCvzpp59WWVmZVq5cGbx3aJ3EI0coGP45j4Oyt3jWNJGZnZ3Vtm3bIpcvcMZelwwvz8/Ph4xfD/cQIkJ5umL12LSHi8gAh4YJJ5WVlYWqBDzhuJzwc+TfNKNww4kzo/7eQ2KcK6Gq6elpfeUrX9HRRx+t448/PoK0+B+PBbNW5umKf+nSpYeU0PQ/shTncA2U69e+9jVdffXV2r17d6RQnkN0pUIqPoRIWQPxFil6lyRWsD8Ty5ketAhIBCDPcI8qbtFCfDAqt0rw/O7ubj311FM6//zzg7VNwhDKbXBwMFyozvxcMPK3M5dn005PT4fymngSDIzsxoJnOvIZNww8QxJLlZFKpTQ+Ph7ilwg8npVOp0PSDzWufC5unCAQHCaLw4NeMO/e4r59+4KC4Ko1jzsi1NxT5R3MJZPJ6JlnntGZZ56pZ599NrTT8841zGNsbCwoEs5WUlCaHktjb/EA3BiYmZnRwMCAVq5cGfbTDTcEtrc1lIqwKXQxNzenffv2qba2NpKFjWfihpXH+xydmZmZCTFPzoF9npubU3d3t1pbWwOi4lc2JhIJ9fX1qaOjIyR/gQR4GQlz8r3HSHDkBq8bBYMxR7lNaWmptm3bpuXLlwce8DCEnz1JRHxubGxMbW1tgV9APjhn9n1mZkb//u//rrPOOkvr1q2LeMweT3V0gDN3HomHkVA+oDsgFW7YTU5ORrofIR/imcesKZfLad++fSovLw9eNEZ5JpOJ3GrlPMd6c7mcnnvuOZ1++um67bbb1NraqqVLl0ZaZjIPzjKTyYR4dzwU09fXpzVr1vz3ZQuzsbfeeqs+8IEP6AMf+IC+973vRXD4I+M3jzVr1ujmm2+OZOtibRHLdlgIz4BSFqAMhDHp5wggt+Bc8VKCceeddwbIpa+vT3fffXeIc7gHJxXjDrlcLiRJSAq9ZhH2S5cu1UUXXRSs6HQ6rZGRET377LOh925LS0vEWpWKheZSUbDCbHv27InEXvxmn4PVfkqF1nV//ud/HgSp15qiBF3RubWaSCS0adMmTU9PK5FIhOQQr2vFYt+9e3eIYTq0yX4B1Wez2UhPY+bsJQ/sszfXQHB4kwyGC9SKigp9/vOf1xVXXBGJm7oh9swzz+jxxx/XmjVrQsemuMAlPojBwD7t2rUr1Cn6OXBWCDbOkb2tq6vTqlWrgsJnPpzX8PBwBNZncI4ONx5//PFauXKlvve972nnzp1BufFZDxmg4F3ZoRQ8c5d93L9/v0444QS9+93vDvzGnpCFvnjx4mCIwY/uWca9H+bEXDwPoba2NiRb8Q74mnkuW7YsEmNGyPOzVCoVWp4SHy0rKwuVA24Yu4HHXieTSZ111lnq7OwMe+IGDc/AIGEPM5ni7TheOsRnkslkKDlzSBxYOJvNqre3N5RpJZPF1pFuZOP1Qwc1NTUHXGfHWZHY5WePoYyHvnbtWnV1demkk05SZ2dncC7gFeSv06+HLeBLb/hzKOP3irlu375d5513nnp6erR27VpJ0oc+9CEtXrxYP/jBD4K1emQcfHR0dGjdunURxoEgD1Z758JgampKjz76qJ73vOdFAvYQJwpEKsY7IR6pELx//vOfH6xRrtr7xCc+ocsvvzwoYC+gdsGE0HcvyQlbKjBZXV2dpqen1dHRofr6epWWlmp0dPSAejsSBYjJ+DqWL18esdT9+ifPAPQ1nnDCCero6AhMi9fvDM/vUAieaXzUUUcFz9q9XNZKUsaaNWs0MjKizs7OsAfMndguc3PPww0Iv8iezzoURwvKLVu2KJ/Pq6mpSVJRIXoLPJJXXOmwrlWrVmnp0qW6+uqrIzQRj2PHhcns7Kw2b96smpqayH5zcQFK09vxQc9VVVWRxDo+h/Crr68Pa3CBCh0wd0+QfM973qNHH300AjXHFYIbStlsoR0nnrjzEbzX1NSk17zmNXrTm94UCRP4WUJD/iceloh3HnJv2lESeMs/B22CyFBTCS+5J87PoREUsocXyI0ggRBjGeSnrKwsGD7T09OqqKjQ2NhYiCfGERTgdcqhoF0ylffv369FixaFd6GYfb/hTzqBsSbnHfYTz5TfkZWdTCaDoe5znZ2d1fDwcMiiBpFzpAn0x/kMGma9nNX27dtVV1cX7jDO5XJ65plntGjRov/+3sLXXXedVq5cqb1792rTpk3atGmT9uzZo+XLl+u66677fR75P2r49Uv5fD5koSJUHBqBMWDmgYEBffjDHw6H7nCaM7pbllIR+kskEmpubpZUIORly5ZJKjTRcJiLucEEIyMjQeju3r07vMuFxOzsbEjaoXyntbVV09PTATqkDs1bx1ES4zFDvEeMAKnYDs3jK8Tp+OwFF1yga6+9Vvl8PnjjjzzySPB6Xdj7niEI6urqIgLNk1rYw+npaT322GNqamqKeEicVzxeNjIyEi6z5qywyN078SYcDOJ7bnw4ypHNZnXppZfqhhtuOGjcNZPJhPt9OS/33hz6deFfU1Oj6upqnXfeeWpsbAz74cIahMIhNZ6P5z42NqZdu3YFTyCfz4dyGT7Pnjg0n80WMtnz+bw+/OEPS5LuuuuuSCcgV5LuRXm4o7KyMng9vi+8u6amRh/5yEciysETW9yQhDfd43ZFyzNZi2ciu3Hlv5+amgoKyo0Cz3jmGczN98mNAOgV5CCODDg0754xz/T9icscOlqBbKDcSktL1dnZGTJpMTL8XQ5pNzc3h9pr5JfLKbxxspRZF/Cy3+8Mf3jjFpA86vM95MI+IjPi6APP+8u//EvdcsstyuWKncMwGPysf9v4vWKu1dXVeuihh3TMMcdEfv7EE0/oBS94QYR5joziIOb6wAMP6KijjgrwA5aaE4BUhMY8dgODQkDAK85AeAzubTlc4kSPkgN2dgZzmIUOOB5XAd7yObvAA1aiww2JWg77EMuDQbxONJfLBQ8nrshZw3333aeNGzeqqqoqwE0I99nZWe3atUt33nmn3vKWt0QaS/izPDs3jhQwfE/wiJqamkIcF4+Jc8IL4bkoLbJmHWrmjDkfh+kQ7j5nBJcL77hn440D3PuXit6QC2m38nkftIYRxGcxcngGP3OBDA387Gc/07Zt23Tqqadq2bJlIRRCfN9p/GBePjTKs4G1PanF9++ZZ57RihUrAj2gjDFa4sqD8+RMUGDwBZdDkPzzmxQrxizKwZP/fO95r+cPSIVazw0bNkRqW6EtT7rK5XKBzhH4zAXadh7kLNwIIXaMMc35kiuBIQet9vf3q7W1NShDz+mAX6ElwgdOS6yHtcfn6Y1N6GleU1MTUC4QlXgPa1fMnpvhyA4851nYTsfuNUN3ExMTQUkjh84++2zdeuutqqqq0urVq//7Yq7l5eWhJMPHxMTEQdtsHRnRsWzZsgD9eMZdPFYiKVIP6DAVzE4ZgBOcQzIQMwwGMblF6O3IeLfPp6+vLxBnKpUK2bI+X97txE3yBrAi70AQJRKJkETiiRO0EYwrE7x8T9E/9dRTg2GCckaoVFRUaO3atfq7v/u7IAi91WHc0EDoS4V+qJ4k5YqM+DFxm3gylCs7/78nLfFOLHHgQM9kRHhQvuOGAfPhPS5oaP/oCp71+/m7l+yeHQoG5QbM7QKKQVKRKxun01NPPVWXXXaZbrjhhuDVxj095kzmJ+/0fAKErUOz7p3wnXXr1kX6Wvvafe6eoUzcnHUjrFHMzInhHYug99nZWY2Pj+vWW28N64sjBL7PeFmcN1fRsR7m7EofHqMVpedDcJEHA4Xs5+s04gakx6Id4icbetGiRZE4M/PaunVrpLQMRA4jz/eHPQdt8T2B3/kZsDZKn+QxzpzfURXg9OSwPbrI+cXPjv2Kl/xUVFSEkFB5eblqamr04x//WIsWLToAlfqvxu+lXC+44AK99rWv1cMPPxwO66GHHtLrX/96XXTRRb/PI/9HDRe8o6Oj4a5AF6i04iotLdXExITGxsaUTqeDEnFlh8B2uNOfB/HBkBAbioKWdnyH70N8wJd+4TdWn8N4rkRmZ2c1NDQUBObk5GQE/pai1q1UzH7kyjniyQ4Dxuv0vOZyz549Af6Vig3jWTu06n8c5pSK1rCX8MQ9R85QKhag8zcC3z8jFXuxxr1GLH2P7SKsp6enVVJSEiA49y4dLnTvi7kilJmzxw05f9bvghZjLw4X8zMUgHtL0JiHIlwpt7S06JZbbgktCr0Olu8CKXIGnifAvsVbXHIm/IxmKazHwwdAfHh+rCGfL9RHoognJycDn/lcPcOeFogk+ORyhczl2tpa/eVf/mWkR7KjSG7QxBEB9hhvkXf7+jkLRycYzMnpGD52OnflitHo7Tf9u55UhpLzRhtLly4NcD+GH56e0ypyh733+mbehRxCKdLXGAOW8+vt7dXdd9+tkpKSIJd8oNjhQegUA4D991g1chK+A5ImWay0tDQgaL7nv238Xsr14x//uFauXKnTTjtNFRUVqqio0POf/3ytWrVK//Zv//b7PPJ/1HBPsq6uTgsWLAgE4Fls3jhgcnJSO3fu1PDwcBBwQDsIKUmBGJzoPLbIv13w8nm3bpkfsZbBwUGNjo5GmIG1IOhQLkB0LS0tYX5vfvOb9e1vf1tSFCpifplMRhMTE0EJuafkQtzvYfQYTzabVXt7exBKc3NzWrhwoV75yldGYGRgeMpFDuZ5uodD1iz75bWY7tnNzc0F48DXls/nw0XybmGzX8zdrWjm44lX/HEjCEb3/Y8LDmjNvWXm7PC8pFD24j/jvHgnAhYDAfrxtTjch2eLF+F764oRBMWvh0Mg+9VgKCXoDoNgampKTz31VDDuOE/2k88zB5RCPGu8vLw8XKrBHNlXSnO4MSlumGFMxOFsNxTw3NhH9sWNI/7vCtEbSTi8zZk8/PDD2rx5c2TvnU8wcuN8Dq/yLHIaMCri8sSbkHDBAHKrvLw8kt3P+n0f6TGOIYYxg2Hgipj5Qbs0nLjgggsCOuNzQrGyTt7JufMO6B/edjocHh4OJW+sy+kszhv/1fg/qnPdvn27Nm/eLKlwvx0dgo6Mgw9irrt371ZTU1MQBJSLeGwMJpGKwm3//v2qqakJWWxjY2PBGgbSkYrKG4ZFweGxOOTkkFkcPvMYCUKPJBagorgicSHGyGazeuSRR7R48eLQwQsvFMUC00PQQN9xOBIi9xgLVq97FwMDA/rpT3+q9evX67jjjos8Y+fOnaqpqdHQ0FDIdvcMTv6emppSIpEINXVxrzufz4fsQRTC6Oio5ufnQxcZqVhH5w0a3OtHKRNfI2SAEYWQ4728j3UDrXuXHN7BfiCgpCIk6oke7lG74QU9oogcdh8YGNDMzIyWLl0aoS2eReMAp2WUEfQGfSDkvL4yn8+HS9ypM+V7/jcKjHghdMR83NtnPxxJcGMPpeTGE0ltvr/Q7BNPPKHGxkatWbMm0D7n6bFp1o8yc2+Us2C+7pFz5lNTU6qtrY08m3flcoWuZNdee60++MEPRvgXY9PFvOcZjI+PRy5Ud1rgO24MOY+75+fGAHP3GK+/n/3lrPfv36+2traQ6euIg/MbMijeIYwEqUwmo7vuuksnnXSSOjo6wlzwpuExfr579+5wZ6+fuaNyvpecw6E2kfi961y/8IUv6C/+4i/00pe+VC996Uv1F3/xF/r85z//+z7uf9TIZrORjOGhoSFdc801GhkZCZ5VMplUOp1WOp0OTE5Zi1tsJAOQpSsVrfBMJhM6PEEormQQsrOzsxobGwsKBDiV9yIMZmdnVV1drY6OjogS3rJli/73//7fAXqk7s6FyjHHHBPKVlxZYD1iMXuiDH1bPY6Ty+W0e/fuAN2ROOICK5lMqq2tTZdeeqna29sjsFwikdCKFSskSY8++mjYF57t0CR7jzUNI3tjf9bj8SgXivxxT2J+fj7c3gLjYii5wcL+uSDys3MIGI9ubm5Og4ODQTGNjIxE1ucQmHtBjla4t8c7PKFGUjAK8SoRuC5U3SvzuUtFz4K1kfh22223BT5IJgslXYsXL44Ic6dzhCD0g/ftSSxOP15r60gEz/D5OQrhSU7QyNTUlDZs2KDly5dHYHa8Ood73YN1ZcWzaXQRh+h9PuyjQ8asf+fOnXr/+98fziiZTIa4rp874QZu9rn99ts1NDSkycnJA84TdCxu+AwPD+vXv/51RJ584QtfCL0OHBHBgfAz5++ysjJVVlZq6dKloXaffeN7GN8kJ5G74dflsaeJRELHHXdcpDwxm83q9ttvV3d3d4Camffy5cuD4UQNP/se33vo47895vqe97xHb3rTm3ThhRfq29/+tr797W/rwgsv1Fve8ha95z3v+X0e+T9q4G3CvI888ohuu+220BGIhIy6urqQXelCkO+Vl5dHuuZg5TkxxAve44JJKii4mpqawHg0gICo0+m0kslkuBnGFePMzIyeffZZffazn414fQ7NedyQd8M0eENSgRlg+qqqqtCwfnp6WlIx7f5Tn/qU7rvvvsCElZWVoTWeVIS3gPjcW+J3bW1tuuKKK8JZuNeOIKWBOp4ff8bGxiJJZDw3mUyqvr4+9BRGYCLY8A6mpqZCAwmMCL+UHMHjMK+kUFLiQtuVB3uJcMEI80QpT97w4V6Gx1YxzrzpBBBjc3OzOjo6ggBGqHp8Go8S2nOUI5FIBKUAKuD7hTKIe+BuDECDKB5oxY0mN3g4w3y+0I3qYF4s64SHMABJdEH49vX1BWUQ34N0Oh1qdON864YKdEBSHqEVb37iSsQRFp6dyWQClOmePPvsUGl/f79uvfXW0Nf4kksuCS0oMR55L3A+e87z6+vrtWrVqghi8Pa3v13vfOc7w3OgU/7vxp1DyfBfXL4x33j+Qtxw4GdSAX1avHixamtrI8mi5557rpYuXRq8fPbckQ+/UcgNZ+ZMmeHvMn4vWLi1tVUf//jHdcUVV0R+fsstt+iNb3yjBgcHf9dH/o8Yflk6he35fCFj9G1ve5tOOeUUXXXVVUE4ucWMtRq3qD3pBsHgcVieIykIeG6VgEA9YQBY0mMWExMToSG8Q2hAZihKL9SG8RwmxAhgXV5yMj09Hd7Lu0dHR0Mci5T/0tJSTU9PR9rP8WwSgDA83Ivy+BjQp3vWLvwQWBMTE2ptbY3AqJL0H//xHzrllFO0aNGiIPBYp3uZ7LcUvQwcYcDfbhRJxVo/BuvAmvba26GhIdXU1AQBiIUvKbTUc/iR9Tnbxz1S/k9iB7WNfNYzWkErvINTPFaaShX70MZj6YODg3rmmWd02mmnRWK20FE6nQ7wG/viwhRlSmmal6ZwyxEJcq6QyE4mr8HjfOydJ89x9k4r0CSxWqcB3uPf2bdvn2677Ta99KUvVWNjYwiLeAkQ6/QwT5w2oV0yX6EP+vpisPFzN14nJiY0MDCgXC6nZ599VieeeKLq6+sj9Ob0xTr4g8Ht0H4qlQowud8nzXnyDM9gdljcP+twLKiC07bzDN9zxOBgMWp4B/pIp9NqbW2N8L47IMgZ+EUqXLO6YMECSdKiRYv++2Dh+fl5nXzyyQf8/KSTTooQ4ZFx8BGH0Obm5vS1r31Nb3zjGyMHHbe+vYk/yonDlxQyExHwToxcTQVDlJSUaHx8XDMzMyHLb+vWraHeFWWVSCRCQborSRIy3OORikkMrkiZw9zcnN73vvfptttuU3t7u2688caIoIQBYCSs+bjlTJIFe+nKk8+5AnCrl88CL7rAdUQBz9chMhj54osv1sKFCyPJPTzfDaZdu3aFfs58DmMJL25ycjIiyOLesM/Z5zI+Pq5cLqfq6mp1dXVFBCHny/WArBOvyfcqDpsikJLJZLgezD1FaNehX2pPEXicOdnlQIkOLzIaGxt1xhlnBHhfUlA6iUQiIDepVCpyQwl7hIe/f/9+pdNpTU5OKpvNatOmTaFTnKM/CPuysrLQqs9/zlr5uaSQ/U75IcoKRUMZTrzMBH4BjcnlchocHIygJZ7IRznNvn37As1Czw4Ze4Ii9CApnIO3o2SenF9NTY3a29t10kkn6aqrrtJRRx0VWhpCN67InVfI9PXQCIqVLkpO426wA+VCg6A2c3Nz2rt3b0AuHD0g98INdfY2kUhEamox8JlrLpcLCZiJRCLItbKyMrW0tESg5LjnHOeLZLLQktK7lB3K+L2U68tf/nJ95jOfOeDnn/3sZ3XVVVf9Po/8HzWcgLPZrCorK7V582bt3LnzAMsXaAYvQSrGX4BJt2zZEmmbB+GQno8ixvtE0LuVmEoVu6dAcFjBdDrybEYgNVdK/m7mKhWFAfBLY2Oj3v/+9+vss88Oz/fYKQqWTkEez/KYjf/bM0y9IQaeUC5XKKHwJJ5Mptghx/cDowFIzBULkG02W2gkQRmV/0HpDg8PByNAKhg/MDzzRCCm0+mQjYrAchqQFISapNDcoLS0VCtWrAiChgxOhJd7AK6spWhttRsbnAHWvwsajDz2ESg27tFAw3h38dZ6CESE9uTkZIDroEcEG0pCKsbrnW6np6f10Y9+VOl0Opz92rVr9aMf/UjNzc2RNTvv8DyHq93bxLvt6upSNpvVxMREuKGFTOjq6mrV1NToqaee0s6dOyOGDGvE+1qwYIH+9m//NoQwWANeIzkUS5YsiXhSrjDiCog1sdduNJERD7yKAvJ62IqKCt15553h2Zy/K0g3GDx3oLu7Oxj87C9lg95/mri/zxn6kxRqxjlzNx4qKio0Pj6u/fv3a2RkJBIycJp0LxQaKS0tjUDzHlLwPtxxRM4NK9btxuOhjt8LFn7jG9+or3zlK1q8eLFOPfVUSdLDDz+sPXv26BWveEVEoHz0ox/9XR///+wAFu7q6lJTU5Omp6f16U9/Wi996UvV1tYWhC7MAFTln1uxYkVoGA+89eSTT+r0008PvT4RbFycHL/GyqEvrDEYsaGhIUBr9BtlHq48H3nkEZ100kmqqKiI3Dri2b5epwaxwuwO77mycQuVf/Nc3u3ZjnyOW2rcuoWJMCZ8TolEoUsOV/N5wwHeMTU1FbmE3JU4Ctnn7UlNCDCelc8XLiFvbm4OcBICrKSkcMtQXV2dstlsaBXp8Dvr5x3uWbhi53c8P58vNN5ob28PNOj1gQ6l+rV3CC6PgbLvxAM5cwQY6/KYayaTUX9/vz760Y/qZS97mdatWxe8NkqpULzeU9fRgvg9mtAj54Vij8OCc3NzYU+dB4ihsVZqyvP5fLh5BQXD+2kq4AYXnhnwdHd3t1asWBFoMJ/Phwu5GxsbQ/Y5e8cZeZY7P4NfeBfwt8PvKC9oOZvNqrq6Opypx7cdXgUtGxoa0nXXXaeGhgbdfPPNEeXmhhj76goNfgIOxyiELxxdeO6553TUUUcFOUFWsCMh7jUmk8kQ+snn87r33ntVUlKiU045JdAIcyUj3ct16HKFQ4AhynyQCyACrpwdmnZ0kHkODw+H6wL/W66c+5M/+ZND+lwikdDPfvaz3/Xx/88OV651dXXavn27Nm7cqBtuuEFveMMbJBUsv/r6+ogXMzo6qne/+936x3/8x0jPUIjA4yowVDqdDolRccuOv4nlDg0NaWpqSm1tbcFL9gQTZ3rPqPQY0/T0tPr7+7Vw4cJIpvB/ZWH6z2BiBCAKk8YDCHc8Ha44i9dEIlzZG0p6kslkpDWdz4H14u0iqEmmkYpxbI+HsYdYtqzDlT/Chpgr88Jq7u/vDzAVJQWe+cpcXHGjtFg3UCy/dw+lvr4+KOVkslAv/atf/UrPf/7zI3FClBTIhit1N3b4G3jQDQBgW4cr5+bmdOWVV+ree++VJO3cuTOc3cjIiCoqKiLCFsG8d+9etba2qrKyMrwrLoChLY/f0XO5srJSs7OzkVwBhhtmxAEHBweVyWTU1tYWgVTd23G+8/1gLghzSZHyDqdPN4Tc2HUD5vHHH9cDDzyg1772tQHSZjjv+bqclh1255me2e4GH1AtpYEoKOfdeMwT5QUdYrhAX/ACig46issUNwB4tycZcZbUxWIUelkbRnB1dbWSyaQGBgbU2toaMY48nAV9+/t8n+bn5yONXdzYRK4eainO73UrDoxyZPx+A9hj8eLFevTRR7V48eIQ56yvr1culwtCZXJyUg0NDfrkJz8ZCMuJAmbbvXu3ZmZmtHz5cm3fvl2tra3BqgN6RKB7rHRiYkK7d+9WaWmpmpubgwdIXZ1DJQjasbGxkOTicCKK0CEvz3p0gh4eHo4oToSEK0caRiDcpGLRvCdEuWJjT9zyfv/736+LLrpIa9euDc90qNXhZax+h+OZsytSBNTY2FioaUURSoVm/TQjOJjnz+fb29uVzRZLMTyWDDw+NjYWIGSeMz4+HuKqqVRKExMTATamNdzw8HAQAKwtkUiES8ZJAMvnC2U7CxYsCALT46oIJf7PdWck5bgxxRqJn8/Ozuryyy/Xvffeq+rq6pCclkwmQ7KVCziEWF1dXWiJCWwaR14SiYQee+wxrVq1SnV1dcHw4oz8e3Fv3tGGmZkZrV69WpL0y1/+UqtWrQqdl8g27+vrU319faT/NufmuQFxxMS9MoemnU49Fj05Oal7771XH/rQh3TFFVeopqbmAH53I8ShSg9huBKGjj0Hw5EQnsV7vLzPk6Gcp9wAj8dD8Qg9JwS+hb48VIFy9HURO0Zu8TxkJygU4SfmQKJSSUmJ+vr61NTUFOYxMTGhZDIZ2rfGPXEUMWtzg53ww387LHxk/H4Dz3Xv3r0hUUQqZvFCvAwUmx82ggvlAqNy60pTU5N+9atfacmSJTrppJMkFZqCA/e6EsObc5hPUrA2JyYmgkXoAg1ChFlpQo4CdY8W5dvf368FCxZEYqSuSFyp8rcUhb4cRvLhAgK4h+/Mzc0dUOLE2rxO+GDWrK8DocD8Xfl5fCyfz2twcFC33nqrrr322vBZzyzFE+XfzDuZTB6QjJJIJMIF08RmXcA7POtwngtwzos5c3bsPfGnxsbGsAdDQ0MRmBRByLuI8SN4nGbx1vH8KZeh5Ii4NpAyiUV44xgyeBHsh8fCWMfg4GCokYQGmCf75/AmRpGHGsbGxkLt80MPPaQ1a9aEOmrPVHYUw+kbOmHN7HtlZWUIg8S9NOY1MjISSqccqp+fnw/lNd5cwo00+NbRDXjLYeR4Zm4ul4vAy87bzA+DC+MRA8q9YAwtSsCgcUkHZNu6mvH3pVIp9fT0qLKyUo2NjZF6dYdwoXMQlrg37MY757J161atWLEiwOUYVpwHToFnHDM3RxzYO+rTly1b9t/nuR4Z/2fDPayDEZ2k4FW4IsHScuZASLe1tUkqEMBJJ52ke+65J3yPmBXei8c78JJTqVSwthE6VVVVEaZyxY9ijbctAzZ1T2Fubi7UyLJOFDtWJTAOljMCEW8dIct+wBh4/O6ROHSdSBSu2CM5B8FNCQb7w5yAkl2AMGBihKQrBL6Pt3P55ZcfkAThVr4LZCmaiBSH8DEAOBNigAgIam59/W6cDAwMaMGCBUGhoNwwDmgOMjs7G2oE8RTikDCKyZPn4rSN4CGmj/L0xgqsE+91bGws1BjieXNmnJPHw5hXc3Nz2Ffojrk6HY6NjYWSE2gfpVVdXa0dO3Zobm5Ora2tKikpUUNDQ2RNxFyZh58fe4CR5gaAz8sNIow1jAYGSpJ5OrQZNyrLy8sDrO1GJ8rVa0H9+eyRQ6BukKGcJicndcwxx+iee+7R8ccfH6kQYI0kPU5NTSmVSoUmDx5C8LNg/R5bj3v9cZrjDteSkpII3bmh62EY5s8FKR5S8Ziwywh/N/vOnsBnrONQx+/doenI+P0Hh+cQA0zKHzr1uLDguzQFwHJzuBIiOe644yRJZ555ZogjOTRIRxKUZDabDa37+Fn8QmYXXvyfjF6EpdeXIvj98mO/WxNCdcuTubgB4lYmz3To8mCCi++jOBEi3r+Y/aQfLILcax+Zg3dsIRbK3D0BBSPDIXXmVlJSounpaY2MjCidTmv37t1hHd3d3YGZERz+h7lKirR/cxjNLXDf08bGxt/ozc3MzOh//a//paGhoZA0VFJSopaWlqBoJYV6aloA+vkzB+A+PDv2MJVKHRD/93ljHDmSc+edd2rVqlV6+ctfrnQ6HYHvoB2nEf52hIPP9/X16Qc/+EEkSxbImHNtaGiItKzkHfPz8+FCgDgkm8lktG/fvkDTmUxGfX19EaSDfSJRzb/b09OjlpaWYMSALDkvuxFMApjLBNaLoubdfsE9cz6YkcdzPIwDfTc2Nuree+/Vhg0bwhwJhbDfPNNjutCZK2F4Y2pqKnIRQCqVUkdHR4i7ez4E+4ZxU11dHWhWKhrYePrckoODQKKYywTCEu7xIovdgIFuofnu7m79wz/8Q6QK4reNI8r1MA0sVDoQxWNCeBSe2g7Du2eTy0V7cRKH6+zs1J49e/TFL34xWKt4kQMDA8EyhkBLSkqCEPYU9enp6UBQHt+Uioqen3GHqjMsF6bD4J55yBqkYlcph5gg/lQqpb1794amEpRB+H4hVOLQOndP8lnuGuY7CNeKigqNjo6GZA4X5C4w4l4Lw2tm+T176fWpS5Ys0fLlyzUzM6PR0dFwNpwvc3OhyL65oPK6w5KSEu3atUvDw8MR4e+WOM91xUOZVvzKwjhsxzNoH+dKkD2UpB07dmhmZiYSP/PKgTg0SQ1jIpFQY2Nj8NAlhTr6c845J8T3mQtz5OwJPbiX5Jmx7e3tOv/888Pcna6IU6OkELZOH674UWKswVGWsrIy1dfXBzpDwGPY+EUMJSUlWrhwYTCcaLVJLS1z9/NzgwE4OJ/Ph0vl+b17iC4XPBsf/oI+vYyKRJ7q6mqdeOKJqqioCPW4+Xw+JKS58VdSUnLQOlD30HO5XEAvPJTjniqfc2OGW4uIp4PePPDAA8FQ9jNxOeIlQS4vMJwceeJ3rGF+fl7PPPOM5ufnw41H8fX9V+OIcj0Mw4moubk5KACYzqGvVCqlffv2BYsS68wt47jghTFJZnLvrqamJhBrf39/EM4uUBC6UvTqMakIhbpggyDjXqcrBwQfTI1QQeHzeReeiUQieC3MmSQSh50QWO658TveAdTZ1tYWGA6h4N4mexH3DtgDL7EBMXjsscf0la98JZLchUB27zebzeree+/Vww8/rLq6Oq1ZsyYwekdHR0iY8H1zb8xj3BggnsTjaIYLFY81+n5VVFSorq5Ot956a0iscsHC+TN/4DcUAUYXELNfE5ZMJkNCl5+/C3CnWT7H2pcvX659+/bpyiuvjHT1iisaXzfxuDh8m8vlQtKRPyeeCMf+QPvZbDZiuCYSCT388MN69tlnNTExEfiX8hD4q7u7Wz//+c8jYR34yJUZhgcKBDr3EAl8n8vlAjzK/kGDb33rW7Vt27ZAIz//+c81MDAQ4Tffc1fAKBn3mMm54A9054YC5+AwvyMI8fpXfu6Kz+WhywXW5UlFdNtiLul0Wl/4whdCKZRfU+f80tfXFzG83Iv1eKobI25gEuoaGRkJnzvUcSTmepgGwts9P2BboDZguvXr1x/gTQCpITD4HUxYVVUVhGocPqupqdH8/LwaGxuDQiFLFvjPYwy8C+KDAVwYStH+n0DBXkfmHpSkAwQdP3PPFuOgsbExUsOLN+d7R8mGe2gkbJEcAqyJImQteDDOYAhAVwxuaZNNuXr16tBez40kzsQFx7HHHqtEIhEaJgB1+fVd+Xw+clMQe0InHODlTCYT4NaFCxdqcnIyNHhwD5N5xDt6ueET95A8Ocah72SymG0pFWPvg4OD2rJli04++eRIKYMbS3Fl5v93OvUscJAE9hAFxXo4L1cOrA2DKpEoZp57EpnfcesCPu69UFYzODioiy++WFLBS4cnOGvob9GiRSHz2pUYyhK65Zzj5U6cnyMk8LQrAS7rWLZsWYhdT01NaXp6OiQi8n43GPDIMUqAdN2rjyNLbvDzTOcF37dMJhO83WQyGZQ1z+FvztGhb+gCIx6oGI+VnI7W1lZ97nOfC2iHyxfkSiqV0sKFCwMt8l7OI5vNhktSPNcEmiwrKwuZ401NTaqpqfmdlOsRz/UwDSApt/xGR0cD1OECI97EHaZ0GEgqxgIdZiQJwQPxPAf4DgZ3a5LY6czMTCh+9+fGYVv+5hmUBkHM7jmxNr9dJh4/jMfnvKOKl8ggNBzKhuHHx8fDOj0RgsYQzpQORcWNBV9rWVmZRkdHQ+z2TW96k0ZGRrRy5cqgXNlj924dzqP0oKysTOPj4xGDAo/RlTNnWFlZqfn5eaXT6QBBUreLMvXbVThzN3AcImNfPeYXT4ZiH5i7C1i8i5GREf3kJz/RwoULD+rVsG+8040hj4MCb7J2skRd6MeFvSsv6JLve0KTKzpHFvD06TgmKXhIzqd+96ukyF3LjgzAO970gneSqDQ6Ohqyj/nD+rx0je96xrAbftDKO9/5Ti1dulTJZKG86aKLLlJjY2MEVXL0KZlMhkxvPw8+i+E3NzeniYkJ7dq1KxKjdBnkcsjRDs6Rubo36fLLlTnG8MH2pbq6OpwHNOj7Hr+k3Y2JmZkZjY2N6emnn9aOHTsCPUjSc889p1e96lUBNQLxcVlCCZn32D6UcUS5HoYRT+SBACVp48aNSqWKNVUQLYSOgvK+mggWvBbvwONC0a07h1icGRxm9que6OCEkkMpxJUm71q3bl3kZglnWtYMM7M+DAmYUFLEqudWEpTA/Px8KP537wCmpETDYfHNmzdraGjoAMELNMa58G5XvKyluro6xH2+8pWvaP/+/UHhMxxNoLUhzyHDub+/X08//XQwWhBO7GPcg8Iab2pqOqBIHsGKIuD9KC+H/NiPRYsWqb29PVw3yLuZP+eFl+P747BafX29LrroIi1btix4V6zF99GRi2y2kHHsGcnUYzOHzZs3a3h4+ABjKu6pgLQ4bOzn4MKbfcnn85HkO2iGBCbKh+DDbDarmpoa7d+/Xz09PUGxU5sK+oEwR4m4Mkdgc9ECHhNzQ7GyJ8zXjRBogoYoZWVlwQNnwD/E0uFz3zMGfMn74Xc/987OzghKwLPGxsa0ffv2yN47ogSNOELBHEDJGNAntBJH6nhGeXl5QKPo2TwxMRGRhx4Ookyprq5Ov/zlL7V9+/aAfuAV++XwlNGxH/l8sTsW6NGhjiPK9TAMCN4ZTipmMM7Ozqqvry9ieRJT4PuuDGFeh1adQHk+3s3AwIDa29v1spe9LPyezzsUVVlZGeIYzJcMvLjX7c25JYVsZ4djKAdyAZ7PF7P/XFjCZDARe4aSYc7e2J33YQG7F8wdocuXL1d9fX1gVDI4eT+Cge+QbSwVmItr+RKJhNra2rR//34973nPC9Cue3aulOOJaPPz8+ro6ND69etDokgyWWhA7+fFmqjfRSDRJN7jQ0Db0JT3Bmb+DmO++c1vliTt3bs3nIfHxnmWhwF4rnt+3DqTTCaDEeGKi3e7YvO9cXr237W1tam2tjZyPnjybhix366QEOQew3Nl5sZBIpEICo/EPspY3FPE88TbzWaz2rFjh6666qqg4FCG7n1D08yVbH9oGr71+bBelE5bW1vgS/iL/SepyhUOe8qex0ManDdtBtkb5sC8UD6cpcusTZs26e677w50xTm71+fGi6NEbnjwfyB7+Nyhcg9LgURRgYBx6J4x8gO4N5FI6CUveYlOOeWUSIx5/fr1uummm4LR2dTUpBe96EVh34G1WYsbBL9tHFGuh2FARB5HSqVSIWEpmUxq0aJFkWQKjwu4EHSruKysLMTuUDYeY4tnw61evVo7d+6M/MyVAkQIAxAfxkqPQ5mMuKcHU0LQ/hk8VlfWXV1d2rJlS/heT09PYHL3EN3jcGvY/4Yh8cLr6uoicVn2y6+vY02f+tSn1NfXF5r7SwWhRtE/ZTu+TvYRIeydlVyJMO98vlhPnM1mw00ykiJwmgvefD4fqRv2BDSp4AHyXS+LcGNmcnJS119/vb773e+GCyM8hOBKOA7VM3x/HVbmO9CtIwGeYcrv4x4oo7W1NRJT82z07u5u9ff3RxoBeHjEM6dHRkYiBqeHL+bn5/XjH/9YAwMDB3jm09PTAXavrq4Oe5BKpQL60NHRoX/9138Ne+H0wZozmcKdyHhC8TVDF5lM5gB4Gr713IQ4ckD8kH+7QhkaGpIUbRDhipDzhpe4G/fpp5/W6OhoOCvm4EjVi170Ir3uda+TpAhd+7nyt9eZu2fJdymncUOd9ziKk0wWwiozMzMaGBhQMlnoyuShr4N56NlsVsPDw5qcnIwkJ1FK6DTa3NwcQgXIOj7v4bXfNo50aPoDDu8t7OUFEJDDo67IPDED4YilxYDwpINbqQ57Pffcc/ryl7+sa6+9VqOjo9q4cWNEkNJajJ+hiGB2LPN483NPLnJvenJyMtKFBkFfUlKiiYmJAPcmEoV+s5/5zGdUWlqqt7zlLeEdrhAd5kskCnFEL273gn/mkclkgqDGM/b5OjPC7Hxneno6kvSBsuGzcQEQT/jyBAus63imInuIQnQvTFKA65i7z3Fqaiq06eO5k5OTB9QpM2+8+/n5+QD3u2fkAiSeScqc4kqUPZycnFQmkwl1i3yPvYJOSUyJ064bYO7tMQYHBzUwMKDFixcHg4vfM3fWhDfqsUAX/tlsoUZ88+bNWrZsWeBJj5MjWAkvoAQlBRiYffB9ckTK95pz4uduMLmHDixPO0upWEvq0DlKNf5dPx9Xcs6fGGA8g+ckEoWEO/aWEAxnwXfdsPeGM7zD54bhRBN9915dXqFcXVkyT9YwMDCg2dlZvf71r9eXvvQl1dbWav/+/eE2IU8GdENfUpAnbgjAk+5VI5/cmMnnC2VPRzo0/REPauCGh4fV1tYWvFHvgILFCAEC1TjDI6yJg7rCjTOZVKzRGxwc1LPPPquFCxdqxYoVEa81kShkVnoyi8OxeNwQIN2faDNI9jFM+fjjj6u6ujoIlVyumJWZTCaD0kVg7dmzR5dffrk6OjoinhBM7MlTzC8uyDze6UKceAkGDM/n2QwYnaQUoOe4Jc3exIU2a3GlwPfwvNhjhzi9gD6uxA4mgPGOUaLT09OR57LffMeVv1QU1njfw8PDISMyDoO5QERh4U1h+AChcTWYCyYX5NAQa3KDiXexRvaRd5P1TYjEjRWHwMneTiQS4V5ezn9+fj40PiktLdXRRx+t3t5epdNpLVmyJChej2m7d+lKhvNmz+OQLry8f/9+7dixQ2eeeWagCYwV53FoJp1OB4PKDUdCCPX19SHeOzMzExrvOywKH2AcJpPJ0O2MfYUX0ul0SDB02nA6cPQFJUiox9/nDoPzaCKR0HPPPaeVK1dGlB/7zfDmI64g+X9DQ4MymYy+/OUvq7GxUZLU0dERzt9jxtAUPELypCdouUHMhRkY6Jxh3BM+lHEEFj4Mo76+XlVVVSEuiZDHgvNEGimaoECWHbHAfD6vgYEBPf3004FI4gk+CEN+//znP1+33XZb8I7xmEntlxRRSLzHYydbt24N98Xy3ImJiZCYw92l3/3ud9XT0xPx4NxKpE6TRhorV67UihUrQomJCx886ThExrNYaxyCRal94xvfUHd3d4D43LvEY2eOkoJRgUIcHh7WK1/5ygArsU8IORj1YIqbuZeVlammpiYCtca9YAbnzr9RaK6QUFTEA9Pp9AGWuxT1YNgr91by+Wj3Gs+adG+HuaDYXeggjOh0hIHAH2By1ozx40kibuQwP0+YmZ2dDaVkfgG7/6FuHMOA57Bf8dITEl5oADE1NRUalvicENzUtfLHPWj3EKHDZDKppUuX6swzzzwAXo8b0ZxFVVVVyA3wP11dXdq6dWv4LkrOz1FS6MCGkiYsgnIGquWS92XLlunee+89wICTii0FM5lCR6rZ2VndfPPNeuKJJ8L+era+0yyKk/CT/94NPTdEkYUkhpEkhhOBwUQdNf/n386DnJekkIQJr7iMhR9BGMgvQS45HxzqOOK5HoYB8dbU1IRylYqKitD/1D/nsTz6rrrSyeUKNaCNjY0RqNCzbPP5QiN275fqCjyZTIYSDiAsj0l5qQfM19HRoZqampCElcvlwt2xwL0DAwN697vfHX7viSDUaUoFqxIomrpPZzbmG2d6vOe4QCOTEmGHYcHlBqWlpUH44OllMhnV1tZGLgIHxkOoJxIJnXzyyZH4LIyNtcz83MsbGBgIxhRGhgsaV14ek3JaYS1jY2MBfosLQuL1nIkrU6mYIOWC2K8Lq6qqilxywHCjyrOUmd/U1JSkYjcsn9vY2JgqKioirfj8/HK5nEZHRyOXOviaOD+eS0JdIpE44DIKaCyOxABJxmtKHV71CyqSyaRqa2s1MTERLjbHmItDiCgP5oAXjaB2Dz2uAF3JMnx/nS6gc2reeWdZWVm45QheZd/8ujY6ZzU3N4e9LS8vV0tLi+bm5vSlL31Jz3ve8yJn416de4VjY2N65zvfKUnq7+8PfM3aJicnQxcn3rV06VJNT09r1apV4WyAnn2NDmezZoxHmqe4jPA9cmeE7zktcAVhnDYwtjAiSOTD6CP+6rH0QxlHPNfDOEg+oEk5hwrjelwRIQPE5AIF6wwhgmfG/2dnZ9XZ2RniHR6by+fzkRirC4lcLhe539UFBE3D6cQCjOoZlitXrowoJgSCQ7ysizW7hxovMnfl7rERngtDcrUU+5NKFUpQ3vSmNwUYvLKyUul0Wm9+85s1MjISvBwUb39/f6SXKRD26173usjly27VSgplE65AUe5TU1P6zne+Eyxo6jo9Zsb6/CotScELIfnCYTRHPBzWZTgy4NCrZ6wTf6RJBWVOxPvolOW9hRHuriB8X5LJZKATKdraE+/g1ltv1c9+9rNI7NIVEAYKys0bKXhiGIP5OjIyPDwcoR+pAJU6muNK0DPS4R9HgIgrT09PB95lfZy3NysB3XGjy8/OE3tQkvzNGTky44lknh3uSjCbzaq3tzecgSdCMkdHMFasWKGSkpKAVLnXzbzLy8vV3Nys+vp63Xrrrdq0aVP4jiMo3Pjl73OlOTc3p+np6YjnzfnC+5yh0zBGMKU4oAsoydHRUY2Pj0dqb5F1JSUlam9vPwBt8R7u8C1d8Obn58P+0p7zd/FcjyjXwzCwolBeWEQQqB+2Cxoy6rhHE0UUV8Z8tqenR4ODg5G4HQXRwEQlJSXB44QQ4/AkENzExESk5R3zZTCPdDqtnp6ewFwwEuv2zEapWHNIJxzWu3fv3ghE6/V6DE/QQdA2Nzcrk8loYGBAQ0NDEQjWMxH37t2rr3zlK/rpT38a8aoaGxu1aNGi0Gyitrb2AMjPrXJnYs7EPazm5mZVVVUpnU7rnnvuCb2RSbDirB0qBHpEKPpZuQCRFFF0CFYgegQysbG4UeXxRS+JAkXxhB5JEaue91dVVYXnT09PR3oVk+HtaARnOjU1peuuu05LliwJHhfzw7CCFuMGCB45e5fLFTqT9fT0ROLBuVwu4oV77JG1ogyBw++//35NTU2Fcid4gPruVKrQgP6DH/ygvvvd70Zie5wHxg504ErUPV1oyQ0ERwDYE0eIgHbZK2iI4e8hozqXy4WsaVfuwNrHHntsaDHqNOWfxdCpqqrSGWecoba2tuCpY6gA+09OTqqvry9c3JFMJgPSAJKBV51IFGrB4zC8owwTExMhIYr95gwzmYxGRkY0MjISuWQBw8S9ak9UcjphP5EV8D17T9a3G7W/bRzJFv4DDrKFd+zYoc2bN2vlypXhMl+PBbh3wWHOzc3pueee0/r16wPEFhdCDpFQ0oHQJwFEil7E7ZYnFiDxV9rcodgI8sPUQMnx+EU+nw+wL7+rrKxUJlPo9UmpCFnCQ0NDqqqqCgkVCKdsNhsgYzJimb8r5tHR0VBn6WucmJgIClIqZp+Oj48HuA+lQokOMWOHlFBErIuLvBH8Dhk62uDWe1wh4NERp8RrdERicnIyYvQwhoeHVVtbGxG4UrSjEokrZWVlAfFwge0owsGyMqnPdM+ov78/eLaEChC4TqtS8SpEhByf8YQa9pO7ajEsub6Mcpe44iDRB2MA44x9p4SGEigyiBH+8/Pzuu+++3TWWWeFNcATmUxGr33ta/WKV7xCf/InfxLxClFE+XwhzLJu3TpJ0lNPPaX6+npVV1drfn5eO3bs0JIlS0JTDJ+/G3ooME/Aiwtv90iBUTHK41Conytwe19fn5YtWxbmTVtCvuPz8UsrCJnw/HjGNwoRfvUyq8nJSf3kJz/RK17xCu3Zs0cVFRWR+lCHzuGHycnJkK3t6Ad/stnCPbKzs7MaGxuLeJI012HuQNIuF33NLveIzTtCAE17tQQyMJ1Oa/Xq1YeULXxEuf4BB8p127ZtwQKEWUZGRtTa2iopSlxYVJIiQhJiQNC5le8xHYd+XAGSSOJ1mgieXbt2acGCBaGAHwJ2+IzP+3DFQBckrD6pYCAsWbJEDQ0NeuCBB9TS0qLu7m5t3LhR55xzjj72sY+F2JuvF8VUWlqqgYEBLVu2TE8++aSWLl16gAfgWc1SsabY92V4eFgtLS2R8iNv0sD68MCwWvFu/HJu/+MJQgg6z+J2jxtmZY2e2MG5PfXUUzrjjDP0zDPPqL29PcyLEEJcocfhN4wboFJvQch9n/E4IIqIPfP7chFg0IBn1IIgJJPJEBvDaGTtXqrBfnMuzJW92blzpxYsWKDGxsYIlAjq4QIUGp+entbExITq6+uVz+cjBqUrLW8NCtTrcOrOnTvV2NgYMtyBB+PG46ZNm1RZWalnn31W1dXVuvjii5VMFjJvyZpnTzw2G/cKMd6YUzw8An3jYVObHS8xcg95cnJS3d3damxsVEVFherr6yPQd9xwY+2cK5nnzM/lh/MXqEFNTU2EHtLptHp7e7V69erAA3Q6ckMKLxf68Di0ox3QM2vGuMUggk7dCIgrR0p8HElhHx977DEdd9xxkfKquAGUz+dDq9NDUa5HYOHDMEpKCl1gUqnCjTfXXHNNpPctRdIIYIfYnEm9FozP9Pf36+677w4xJW7viGfp4jVOTk6GmCgCmhtaent7QzIE8DIEF7fI4/FRMpEnJyeVzWaDFf2FL3xBt912WyByIPFLLrkkeJNSMWbnsRyaA0hFZeqxLBjQFZkzyBe+8AUNDAxEErsYs7Oz2rdvnyYnJ0PHF4QA6+YaLoeFXQBg3LiQiV9nxpyYu8PDDhfm83nV1tZqw4YNIdmGvfDr9lzhOTwnKVIi43QDTOxlRChZFDRenkOObhy44eefTyaTwVNhzi7AHTp3GNjPUFKAlxF+MzMz6u7u1mOPPRYMoHj8i8zzuECMXzuGAoNH4kl2q1evVktLS4CQEdzehSyZTOrYY4/V6tWr9eIXv1hnnXVWmFN9fX3EKPTyGPYDDx3l9B//8R/61a9+FaFt6Bnjxw1b97b5vMeH5+fnNT09rdbW1kDv0CZQuSM9Dk1jyEI3HuOPh0NArlDY0Jjf+oRscyPA1+WhH+aXTqc1NDQUCYnNzMwEnoLOaZwjFRPUQLrcbywtLfTmBoGIx4OXLl0aoVXWR5Yy53/kPtf/S0Y2W0j7v+2227Rz507Nz89rampKf/EXf6Gnn346CCe3mLHWIDQX7JlMRh/96Ef1spe9LEBxWJ8Q9tzcnMbGxgLkSp2cwzsIR2DaysrKkJHojO/KzFv1wRxLly7V2rVrNTExoXXr1mnjxo069thjtX79+sDwHR0dGh4e1mWXXRZ6IpOw4Mqc9ZWWlqqnp0ednZ0hJu3MggXssSxiab/4xS+CV4WA4/uVlZUBoqdfq6SIsmJP+bkbF+yxn5MLCwwlj3nRUBwh7J6KJC1ZskT33XdfuLQcQcD83RDJZArNJP7+7/9e/f39kd95LMkFdWlpqUZGRnT//fdHBDkC0EsfHPbj9+4l+z7xGfaQz/k5ObzoioNnHHPMMVqwYIEkhfjX2rVr9YIXvCAISYc12UMuH0fgIux5NsKTCyOYH3zlCsf5BuOBGOr4+Hjw2Orr68OlCo4U+ZrhC4fKd+3aFeKG5557rk4++eTIvk5PT4dMbPbMs2up4WbPHO6sra3VUUcdFUEH3HP2OaKo3TB1SJ4/ThueN8E5kLuRz+fV3d0d+AOPE6QAw4m519bWqry8PMRgMc7xtplHvJSLuWNUEt+Nd11i3m4Y+DmTp4ECZT+fe+459ff3h6YkhBoOdRxRrodhjI2NBQJesWKF9u7dq1WrVgVv513vepfWrFkTrG8IHwsKQnQ4j7///u//Xk899VSI3/Hz7u7ukHGHt5hIJLRw4cIAvfnn6+rqVFVVFWK3QMAkKaD4vH2aC+jBwcGw3lQqpXPPPVeS1NzcHMkGRmECjwMB0i4OoQ0cBMyFtTszM6N0Oq3x8fGDXhbudbif//zn1dbWJqlYqI6B40k/yWTxAgH/O9403CFh9s+9MAQa3hEMjUf24IMP6g1veEMQinEhiECRigqM2FF8ZLOFurw3vvGNam5uDvNAOLFens98E4lEgOJdeKLw3IrnLD12zNzw6Fw4ScVEIPfwMXb8nKgVHhwcDHzA5/Ayc7lcQA4YbkRUVFQEKBgvA6MFw9I9MDeO8vl86OjkaAg0yPlNTk4qlSr0+q2rq4ugG0D1rJ/zi9+Pyl4sXrw4nAeectzA8WYObmg6UsBnWRfhGOgZmvGQBwofWpiamtLIyEjwrn2/kFWcnUO1biwxh7m5uZDQyLOGhoYiSU94rxgThKTS6XR4n58FCA+XDPh7JQXFjkcOXUB/biCQk8D5QxOuhJPJQgtaQgPT09OR5x7KOKJcD8MAq4dwqReF8M4888xQTiMp4vFgXcH4EJqk8KzFixcHBcA7uru7NTY2FvEIpWgNI1a3Q7C9vb3q6uoKHu9RRx2lb33rW+G58/OFW0Sk6A09a9as0VNPPaWdO3eqvr5eN998s3bv3h2YBu8Y6BIIZnh4OHJZQNzrGh8fj8B+U1NTmpyc1LXXXquLLrooCBJPTHAL27M3pYIgGBgYiECyGA0uDH3/HXJyRs/lineEMleeh6JwmP+FL3yhbrrppgO8UbxF796EoPGL4uPWOPCWG14OzToMhqCrr6/X2rVrlcvlIo0hxsbGwvwRTqyXP1y7x/vp28qelJWVqb+/P2SLO4047MizoDPWNTMzE54HvfjagbWhYVcweK+sZ2RkRE8++WQ4i+npafX09BxwMQP7OT09rbGxMQ0PDwc6ymQyQUnwGfaHAV06vTh8zrqIQ3pox5MK3cBg/5knSi+OXDm/JxIJjY+Ph7poaJK4LWfJs5PJZEg0ZD+9p64rfd9vDAs3tlKplDZu3BgUcipVuMkpl8uF7l2eE+GIU1NTU+A3zsqhWOLylDBCM+69O7+itD2EAl+wt5457qhKTU1NqJnHs52YmNChjiNNJA7DcCEA08KAno3r3gOZr/yMjMpksngTCcwKY3jC0QknnKDZ2dnQotCttLgnkE6nA/PSPL20tFT19fX68Y9/rKOOOiryXY+3evyks7MzeGko1PjaWdvs7GzwPDASKENxgYxXRjxwZGREU1NTesELXhA8bN8/Nx4cdnVB0NnZGfGs3BtiPQgQN4Kw7oktk8zS2dkZkm5Y75YtW1RXV6elS5eG/WGtzNNhVuZNEgZr6O3t1bJlyyJClTk71OXJHOwhArehoSEoN9bN2blx0t/fr6ampvBMjDngyaqqqqCkFi5cGJAOqdi1p6urS8ccc0wEAmY/gdlpdrB+/frIGqjd5jz8PD0WPD09reeee04nnnhiSAzCwGA9tbW1Ovroo4NCBzrFu2K+zA3l0d/fr+bm5qAcOzo6AnLDO3gmfDw7Oxu5AYoYqCMliUQieFucM/Og7pw95xnsHXzjdMx+uIKmLSn0Afrl9+T65QQM5kes1Ad7z3ox+siwh+74nEPx2WzhEo5cLqeWlpbgEYIIQefj4+MHJFNhnM7Nzam+vj7EjQlnubGFkoR/PbzEmpGlGAiclSvnVCoVcmOoax4bG9OhjiPZwn/AQbbw1q1btWDBgiAs5ufng9COl0BIxUxBSSEeSJyQ5w4PD4dm5jAiAhkGdaaLM6d7BNTDeX9NGiq4EpKKJRden4tFzM9QnO5JubcwPT2tH/7whzrrrLOCZ+lJMCiYZDKp/v5+tba2hmc7tOXCOJ70wv5572aY0K1y1pTL5TQ+Ph5a7WHUYAnjeXAWjzzyiFasWBF608bjPMRWqZll4DXA0OwbHhkJK6Ojo8H4cGGBpwENuTDEcHPFzX7yDt7tKMno6KgymUyoS2Tt0IiLDIQOysaVOnuLwPIEK4Sve0LxmHVcQEOfDu/RXGNubk6tra3hInkvzfJn8W7QB/egvTTDG4GgZPCa/G7VeFLQyMiIfvWrX+mcc84Jewo9ATFL0qOPPqrFixdr8eLF4ZycX6F5DAS6gPF7N2xRkI5+IEuQK+Xl5RofHw8Jdr6XcQ+YObox+txzz6mxsVFtbW3hvKDd+B67XODf0GFfX1+ko5znICAPULTQJXxBvoTLEucz6MlzC+JQby6XCx2k4rTG+whvIF+RL93d3ZKkk0466Ui28B/rcOvOBX0mk9Hg4KDS6XRozzc+Ph5gDWBFrEqYt7a2VsuWLQvCLJ4c44oPj49YoMf5SDSg7pO5kWgE4/rfHqv1/3sbNjxqt6rj8a4zzzwzlNqQWMKaU6mUenp6JCnc3sL3iPX52uNeKwzlkKwLaBjSlWEymQyeDTFhzoz4DwJ3fn5eL3jBCyIZh762bDYb7qD0d/pngPF9sHdlZWWhcQiCwz1vF454PsSzOYtsNqvt27cfEBZgL5wm7rjjDt1zzz0ReDN+XqyLsx8ZGQmGjqRQV8r84tnBPJs18A6HP/mdGx+8n89VVlZqwYIFam9vl1SI6YMIeMkQ3yO5BoUkFeNy8dIs95I5Iw8BcFE3n5MK3vaSJUsi8C5hHBRDWVmZTjrpJC1cuDAIc+YIz4HawAtO05wX83HvLa7sCFO4EuUcMBp9PzE4oJnp6engLXrWrxQNV2Wz2XBpfDqd1q5duwLk6ugRToVDuUCtnAMKFZojPEF9Ofvh9Oj0Cd24wnVFTFmVzwsjGUMS2oBWE4lCfsrBKg1+0ziiXA/DiFt1Lljb29sjN8tQDuCWqd/z6nEPBL23//K4LLCNe33uraGw/eLrkpISjY+Ph2b17vFAoPzb34G1yndgJqApqRgzTKfT+s53vqNkMqn29vYQK0MQlJSUaOHChRELc25uTrt37w7WpGc7xxN/gOC8vSRKF28CoesQpMOKbinPzc2FNQD/ujB1L4T3s8dxiNMFpzeAd+WFgurp6VFvb29YlxsK7LsrVYQvnghwMIIbweEeRCqV0vnnn6+NGzcecJ1b3HMdHR3VzMyMqqqqIs36/W/3sthT9oT9Yo7xci72CtpyONh5CG8TgYi37TAvBhbPbWxsjOz3nj17goIFqvRm8J4ljrCmlMfj89XV1Tr66KMjMVbWRogklUqFZhyOBnl8nDAI3a88PhqPX1OO4gYiUDPZxo7MwIsTExORPcZ49/yBHTt26IYbbog05WANpaWl4RkkBFKh0NTUFCoNeD7rJJOXtZPM6AlMblQh+5yvd+3aFZS5r01SxHFADvnnvC+AVAgrDAwMRNqROvKFPHJk5lDGEeV6GAYHi2U3Ojoa7hl0Rubf8XpFV2yMfL6Q7PLggw9GfodQKisr0+joaCSu5kLMYTYUOmUNHstxC5C+qi4YfW4IdwQ+wiMO5zY2Nurcc88Nz3A4jSvG3OpmvW1tbers7IxcI5XNZvWNb3xDmzZtikCJWLz+fX+XQ7Ew49TUVMh6dJgJRqMzDHsyOTmpJ554QtPT0xFFwhz4nDO7Ky0XOK6k+Nnu3bt1//33RxSNK39+XllZGQwj3zeatvuZsc8I9GQyqcbGxgBv+8+hJ6ngmTY0NASDzC9tACGhbtThWObsHjx07kYFNDQ5OanJyclIjadfrhCHFR0iZF9QdMTquru7D0gSam9vD+90hUQyDVniGAU8D3gz7iX5mRPqQGD7XCVF2ut5SZPHWT0hhyQvR0kcReDviooKtbS0BIOQ9wMNA2uyt8PDwwFxIL/gm9/8pj75yU9q06ZNyuWKtcHsH7IC3kEZgnwx8AZZJwrQUSrkQyqVCrf5uHPg8oUOTR5jdWPLjVbndWSSG9lVVVWhaU4cBXLjB5o41HFEuR6m4QqNOi9iaPGsXj9QhAoJEw5pSoX6QOJIkiLKkfIcCJXaSK99daXHqK2tDc3qIczZ2VnddNNN2rp1a4Cv48oeCAyvCsYjgcEFa0tLi7q6ujQ9PR3JoETZ+XMlRSx7qViKMj09rfPOO08nnnhiRHiz567kHGrHA2CP8STb29sDkzt8OT8/r4ULF+rTn/50+H46ndYZZ5yh/v7+yF54HMwhWM/MdOOFs0PQ8qzTTz9dZ511VlAWfs6ehEPBvHuHTkMgHygRL7mBNlCSZMSCgiDs4vFd31v2Cw9AkiYnJyN7CC24MooLQ84HpYbAffLJJ/WBD3xAAwMDocjfs5bd+0Lw8ueJJ57QcccdF6BG5x/2iKvn2FdgW2gy7iH7Obtyc2QCI4WEJu+u5IrBv+vGH0lHU1NT2rJlS0g68vXBt8gVV75cvODvcWMImnf4vqSkRNdff71uv/12Pf/5zw+GodMaHrIb066g4qVFwOke6vJ94Pyrqqo0NzenyclJffrTnw6lfewNitD33z1S9+C9zG3v3r0aGRkJcXqfnxtTTtvIO48xH8o4ktD0BxwkNO3cuTPAThCVC6Hp6emQpSYpWOt8Bm8hLjQ9DufW2fz8fGgE70yLkCeDsKKiImTqYXkC9UpFuKWyslL9/f0aGhrS6tWrI9CYM/UTTzyh5uZmtbe3RzxvqXiVnXvxLoRYTzwWJkV74KZSqZCAg2fmVq7DOC6wy8rKQtKKZ2xms9nQAWZkZERDQ0Oqr69Xc3OzysvLNTY2FoyFO+64Q6ecckpISgGFcMZH2DNuv/12SQqwa0dHRwSiTafT4Zo79t4FRiZTqAf1pvruWSMUOFsUIR4ce0giUGtra5grMTYEEsI2mSzUd3oGOvsADTN/IOfx8fHQtD+RSASFQr9qVwh0i3LoHbpmTcCWc3NzWr58uSTpsssu07/8y78EdANh6rc8IVRptzg+Pq5MJqO2traIx+MhDGiNxCb3quEd6PVgXj17ye88odA9TG/U4N5qnEc5M+Y7OjoaUB0EvisTDEP20Y0dSQFm5pl8B+OHeXCm/lnki4dI3KNkjYODg1qwYEEktu0Jduyp3+XrmfgYdvv375dUQBbia8KQdDpxPvA/DHI42HN6UuPVOrrgcW14Pp1Oa8mSJUcSmv5YB7FUj31BEB6wh9ATiWLNGdmqUjEBAAZw2JPvE0uF2b3NIs+en59XTU2Nqqur1dbWFgQ3li2CGegzn8+rpaUlNLqIJ+LAYE8++aRGRkYi63FGdeE3MzNzQIcc99qkovBCcLJvNTU1AZ7zucZjnG6IeHYrP2ePEbjf+ta3dNpppwUFMjY2FphRkl7ykpeoo6MjPLu0tDT0LOY88Hw4C6nQojKZTKqpqSkCX/X390euR3OPyj0hEsz4GV6GeyoYFsTivMm9VBB01dXVEehNKhh37uUgdDlTBO4nP/lJdXV1Rc6BM4KOMThyuZxuvPFGrVixIsTu3dN0b8qFoXs/CDqntVe84hWR5BN4yJs5sL+eGIaxR7gC4el0yhm6YUOIhn87VA3deNyYd2zatElPPPFEeI4bmXEYm5/xPPbBvbCGhoawv15CA2rgEDL7Qkcq0B08Xz6LwZlKpSLNNqBbj/l62ClOc+xfS0tLBFlzGecNTSid4jMoXGhy586dQY5goAG1xz1V+AEkxuP2s7OzIduY32NIxWXO/HzxWkEQrWQyGSDzQx1H6lwPw4BJ3CuTFKwkhDjE7kkcfNeZUSrEwIg9ukXN95PJ4uXJboE6VMRAKEiFmjdqCEtKSlRbWxuIjmd7TSrwUC6X05VXXhmJx7jXipCGybCmYQgXJs6kPkepqAi9+wyeijMccSaUie+7W93eKerlL3+5Lr30UtXV1enZZ5/VV77yFd1www0BOTiYp828sIKz2WyA4zOZjC655JKQHUnCjKTgtVJXSoyMPUWpu+XuHgOeVjyGzlkzB84c44JbaZgDSV88y71nTxTp6OiIvN8FOvvi+3nppZeGNoEuTHlmPMkEWucuWoTp/v37dd9996mjo0PV1dWRdbFmF/7QCl6P7yGwtdMdn3chLRUUvJfG8FlXhL5u1pfL5bRmzZoIiuKeFPTnZ8dZ8NlEopDf4LWzv8lTjRtlkiLemFRIRKPJBkYOGbQoYjemmE88hu+KBo/Qz4HnQhN4upTM5XK5kNwUP/tMJqN9+/bpsssukySdeeaZ+vznPx9ivM63vo+uKN3oc6+Xs/Jz9/PBm3bjHNn8u4wjyvUwDLw9v50F5k2lUlqwYEGouZOKt7i4tykpUo/nHpDDUXweQTc6OhquboNYaPHl8ZRsNhsaV6xcuTLi8bgSiVu1xNKAzXiPQ3A+R6mY7coF5cRbXCi4R4NSxuuOW5PJZDJAjS7Ec7lcMFz8/lQYGw8PxUOP0kQioRUrVuitb32rpGINslvMrA9mpw0bXp8rEI/puYe9YsWKiMLGij+YF3UwGOxg8CKKlDMiTutlHE5XKFqezV4DGXMRNl7jwMCASkoKl7S7F4XSxENYs2bNATXAGFmeNetrgpaA8JPJZLg5qq6u7gAY3JERN0CdZuNxUU+2kop9cIeGhkJ7QvdSMficrhOJQh0yWbtxZKinp0eNjY2RZvkOf7uB4sYda8FA83NwD5C1uTHq6/T3lZSUqKOjIzyXSyOYSzqdDgrPjW/32n1ertxoIwoNjY2NhaxoPo9ydG8drzmbzQYnYXp6OsTFpUKfbVA95AX768YOiXRensQ+gFRkMplQb86e8BkyrJubmyPeP4YFTVIOZRxRrodhQFTULnLAuVwuBNrpYJLL5dTQ0BAEMApDKnpvU1NTkX7BniTg78tms9qyZYtOOumkkFTkySyjo6OhN2symQywqcdGvHG4W32SgmJyAcQ8USLALPGYDwTPXgwODoamCRC5W+ReEsH7YRD39NkjftfY2BgU8tTUVCgVwKpm7Z7Aks/nwyUGWNXMA0uceXitpyt2BJX/3w0GPs9wq1tSZD2e5eueggtJf148Zud/+/mx9/wbZTwyMqLKyspIw3zmDdTocX6PN/qzHR70M3Xl4EaBw3YYA42NjQHxYa2ER/zWKFe0zMENMqcj92qSyaR27dqlxx9/XFdccUXkPFyQx88beJrfQYfMGaXrc3OjCGUGTXFtXTqdDoYECWXeA9tbSzqvwbduREADfM6NCld2jhLFESMUIIgB8/AwBWVH3pGNvXCeZO0obdAbfr9o0SLdf//96urq0oknnnhAO8a4jAHp4Zyd7jHi4jC68wN7Qi0rhpcb+m5M/LZxJOZ6GAZepCsqfp5OpyPWJ5agM4l/PpEoxmklBc/kYIkOqVSh5ycCiPcwqIP0pIZcLhesT4e8PEYFY8ThPWIUzsSSIkIYoes1h7lcTnV1dZGazzj0SLN+KdpUAEb3dXjyCYo/DiPOzMwEC5oMagS6Nx1HeHiTBFfKJSUlAeJG0JFJ7V1n2AdJIZZICY/DVd48nc9DN648iZuxHyjHXC4XYlW+T3ThQlC58s5msyFO7O0MmYMLay6j5+e5XE6bN28O9dYOL/rdvh4mYN9IKpEUObu48vGaZn7nma8eQ3Z6Q0FNTU1Fukq5IZNIJNTQ0KCjjjoqwLVO59ALn+fsPGvdzz6bzaq9vT2SfBRXvvxxxYiRS27Gr3/9a73yla884PIB5uQ11pxrPp8PTWE4C5+byxj2F2TC18G/KT0DwnZjjIQ0wheUGfLOHTt2RBS7e9puoHCxB9dRLlu2TM973vMioQsMEIxMl6WurOFrunF5YiHPcmNSUkQ2lJSURC4picux3zaOKNfDMByuQ0giaDo7OyP3mkoHjyW4EvFSF37vXhaCBuvOM3uZA4knvMfnhefQ3d0dEQZu9RKP9QQov8sU4nY4FGHgMB1z9i5IzBGjAJgMr5OieO/D6t6Zw0/cugGsxudgaPZwenpaMzMzmpyc1Pbt27Vp0ya9733vC7djYAHjibs35rEZElAcAnfPNpfLBYHpHjHDm8+7cELA8RwXhlNTU9q8eXOoMyUWz+czmYyqqqoiHj7P5SxQdNBPNpvVwMBAJKub78aTU1atWqWysrIDWjXyOebI2pkT+wVNZbNZ3XDDDdq7d29Yp++BG3q+f57ByrPci8MLj8OmzHXhwoU67rjjwvy8/pT3ODzpiErcCIkbwvwubvD5PuJ9pdPpYLhkMhk1NTWprKxMX/rSl/TVr341wLolJSUaHh7WxRdfrL1790b4G9rC+J2amtLU1FQwKOjKxjz5LHvMAL1hDXS54lrCp59+Wrfcckvg4ZqamhC7LS0t1fLly5VKpUL2L7wAzfheOvpQVlYWEiw9WcwhcV8j9OTyib1wowDDw3kIoxnjIE5L/PxQxxHlehhGLle4HYJieI9FooT4E2dQV5h81r3AuAcDgXlCgnuyDp14rRvWsFS8x3ThwoURL8MF+t13362HHnooXPQehyKlYtIDyjoeu4Fp6frie8C+jY2NhcbjMDsWpjMLawQK4vnU66ZSqdBxZnR0NBTHz88Xrr1avXq1li1bptnZWW3YsEHnnXeePvWpT2nXrl3hZh6Gx8zcE0dYuvByT47vIOzxGqRik3wPB7hSxxr3s8SgeuKJJ3T66adHoEc3JEBOOBP2nz+sAwVJ67uWlpYIHccRhVSqeMEE5+W05UZZXV1dxEtwI8w9hKuuukpNTU0aHx8PcVfmCfzInvN9DyXEURL2D+QhXgLk3hzC9WDICevL5XIhGcgzp4eGhiKQ48H2Kw5L0oIPA6O6ujoo4DPOOEMf//jHg8LkWczjc5/7nB566CF95jOfiSjF2tracMsUXp13c4LfoZWnnnpKIyMjkTNxIxpFLyli2B911FG67LLLlEwmw6Xp7CGGbyaTCeGrZDKpbdu26bOf/WzEecD4x4jl+WTIMxc/n9tvv13pdFrJZDLSkB+egOfdgIJHmR+0QBY1e0i8/3eBg4Nc+J2/cWT8Hw/q8FxQujeTyWTU398facvn8IykiKXuAgeCZLhXGC+uR/nwDM+G9N6fQJ/Mza03lNLKlSu1bt06lZYWroJCUWLZYjlLxcw75g8MCbzH+mAE4KhsNhsabgAZY92iWOKeqws9ID43MBKJQqy5q6tLExMTmpqa0ujoaFgfz3/qqaf02GOP6ctf/rKeeeaZA2BZ3sv/gUVLSopt0yYmJvSxj30sCPTZ2Vnt3bs3AjNKxW42GDDZbFYPPPBAaE4Rt/L5GR24nve852nbtm1hX+Kemwt2rPXR0dEIFD4+Ph6BeqFRDDI/V+pPc7licb9DitAtzRgcTucsgN993xOJwtWF1dXVkYQgFJgbj5lMJlxnFo+HxqFiD3G4MROHZ0FIGKA3KEH3oDy2zLrYF6kYN4avHBaVohnECHnuJ5YK/XdJ1HnTm96kq666KvBhPp/X6173Ov3rv/6r3vWudymfz4dWj5wfyoQYOWsnjg49HH300ZH+udxY5cYHaAFGUyKRUHV1terq6oLRQia807WkUL8/PT2t5uZmXXXVVWGv2JdkMhlQMGiDeKzLHgzq448/PsDofHbfvn2Rq+o8nMaIZ4qXlhZu/oKvaVzhsV6PP/+2cUS5HoZRXV0dvK6BgQFdffXVoc4TRYOQdyudRAwYEiFGMocLDTrXuBL1WCrfdYsMZiExyRMD4pmdLjwlaenSpeE6OLwJ4B3qy2prayPWNnNxj4XPScUOON7n05N6iI0yD0+MQKC4MPberghBLol+xSteoauvvlrbtm1TaWmpfvjDH+qhhx5SbW2tKioqwg0m733ve/WCF7xAJSUl6urq0pYtW4KyyufzoT8psTw8UwykU045JTQ9SCaT6ujoCN4MgsOFIsri5JNPVkNDQ/A0gOWkYvIRXkFpaWmAEH2fOWP2J5vNqr+/X5OTk6HkBQMMKJl58H1+FlfYcdrAgMBA4G5UF05cgM6zoTn2kp+Pj48HVAIBjOHgSASNT6B3NzSZJwoeo2N0dDQgFn7PKfQHfaOsW1tbQ4a1Iy6uYOFxwhvw9ac+9Sl95zvfCc9mn8j+laTNmzfrqaeeCo0uoNNcrnjfLntIOCKRSKitrU0vf/nLAw3ggfmc2AP3nr3+GR5CNrB2ZBXn47kabgxzDtCdGzp+cQVn3dLSEqol/PrFeE9s1uBhJ3isvr5eq1evDugVcyHhinUhk4hBYxwh35g7tJdKpYIXjOExNzenrq4uHeo4olwPw3BLuqamRv/8z/+sioqKoCjq6uq0ePHi4Cn29fWF+AoCm+eUlpZG7q6cm5tTd3e3tmzZouHhYQ0PD0esZ/dkpaLFDtHi4QHHSArKMZfLRdockgABAwHBAh8C3VJPyQ0dzB1ipoTB41Wu/BOJQp2fC+a4B07pDMLavcG4gkGQIoBuvfVWdXV16eGHH9bf/M3fSJLWr1+vhQsXRu7DLC8vD6U5mUxGb3/723XNNddErHgyu6VifSFCtq6uLihmqQj7YWU7hBiHyvkOysHjaf/5n/+pH/3oR0EQO8Tqf9ibVCoVlOmDDz6ozZs3h5uY8F5RJsTVXHly9hh8xNe9KxL0k8lk9L73vU9r167V1q1bI0oeZTg7O6uRkRGVl5eHJiV4xMyBNR8MMYhDfgh66BJPEqHpsW3KssjApQbZace9TGq63UhEEbmhStzRFdyVV16p888/P3IxBXTC3Pr7+4Ox7PHY6urqSJkOio418x6MjgULFkQUpBvL7IsbzrlcLtLbHPQMWPTxxx+PhCkY8bACz/CzwWj0ZDVPXmR/MTDd+HEjxvthO+LAczm3kpIS1dXVBfjb1/ib8gzcGIB28OoxgohVH+o4olwPw8AbS6fTSqVSWrVqlaRi5iWCiUA+1p17YXgYQK8jIyMBjl22bJlWrVoVvK44bOV/oxhcUaVSqQD7wfQI1j179hyQ8OBxUSw+5ikV4ReEAxYn1mU82QUBibUYr7/19wA/waRuJABhx5lPKnrMvb296u/vD7+/4IILVF9fH4SUN5+IJzN88Ytf1H333XeA4GIOzNW9RY8jz83N6dlnn9Wxxx6rT3/605KkPXv2BISC+eKtOJxdXl4eoLCjjjoqXNmHN+NxS+ZC1igXRUxNTenhhx/WS17yEt1444365S9/qa6uLg0NDQVBUlVVFQQh1j9zwAiKe214qzt37tT4+LhOPPFESdLKlSsjSoVzS6fToVyFe4OJp+LhEI9GIEs6oKuXhzg83uu5BZw966iqqgrJXXgzfN4RHwwGnul7jDJH+DuM6M9ob29XfX19BPlh7hjWL3rRi7RmzZrIXOJn6YgAxhbzcwONzwPpO+/zf7JwXRlCc01NTWHuXKPn0Cpr9hCLQ8Kec4CBzv+lYqY17+QsQWSgd+YApC0p0qnLwwu+p+wDZYfbt2+PZPP7zVbusDg6Q8919mTBggU61HGkt/AfcNBbeMuWLWptbY30LZ2dnVVNTU3EivPhQX8+42NiYiJ4jqlUIdOwurpaExMTqqioCJ6FxzmdmSSF2BrEl81mA/PxOYQQXlkqVcwqJbY4NTUV5oFiRJmgAGAELEg8aObo0KMLBaxOjAsYOZ1Oh0J7ZxYs1mQyGSA6BBkQ7uTkpB5++GE9++yzuvrqq9Xa2qqqqqpIY/yhoaFwbZ2kiKIj2cgh5/j5MW+PmWazWf3iF7/QhRdeqI9//OO68sorI79zL48Rf4eXoyBMHMryxJ5cLqf+/n79+te/1imnnKLt27frkksuiczzLW95i1760pdq0aJFAcXg/ZyZKxy8Dc4B+slmC01IiFmCsmBYulfCGeOhOy2zFygs3xP3ivwsMObYJ0mh9AYB7v11JYVkqTif8c6pqalguODZMTdoFSPO243CbygvTyxjvVxqzvMR+n7ln8sETyADIvf5jo+PB0QJHvDGLpzn1NSUduzYoaVLl4YMco/HOt8zuru7gyFELasUzfZ2w2BqakpPP/20UqmUjj/++HCWnDdnzAXlIFjQNfvKvieTydBSFeTHz4jkMklBloC8jI2NBYMBw6SmpibM3XmIGDn8yL6NjY1p+fLlR3oL/7GOwcHBQFhzc3MaHBwMXoikCNMTaEeYoYj9zlavKYNAICC/oQVide9DUoi1ISR5JwTGpdAwmWcDuoBMJBLBYPDnS8X+pggm4h4kJQwMDGhkZCSyrvgzfH+AirmsOi5gfP88K3t+fl59fX2SChdrNzU1qb29Xeeff75e9apXhe5VxAfZX/q54sXH4W1JESWBkPZYFPPD0Mhms9qwYYO++tWv6sUvfnFEmZHwxvcQWHi/KDYvQ/Lh0KjvSVNTU8gkfvTRRw/Y29NOOy0Idc6LNfNvF0Z4Fggi5pHPF3o+A3d7fNBp0NEK9pNuTx7X4/PQBnxD5jZIRRxa5/lAsfEQBLzkioz5E/ebn58PfEGYYGJiIvCcJ8y5YcQ8UKJet+3Kwnshg0r8Ji+M/eNdbrDxGbK1OSMME943MzOj/fv3a3Z2Vv/4j/8YOikREnBEivKdXC6nnp4efe1rX9Pu3buDDHCk6YMf/KD2798fWlXCl8cee2xoXOO5IShzjGTOPR4S8hp45AgGnM/XYXCPKycShcQtLmtAwRNTdX72mDbwNYZC3HP/beOIcj0Mg3gqrfgWLFhwUO8EBvW4DkpwcHAwwCcQoENVZFYuX748KB6PQ0JM7ln6HxQ5xIkAI5bkdZZlZWWBoePGAMkoDrd5ogwxlpaWltDI3pWqQ9C5XE5PP/10KEPhDlEgIwQbws1hTO/i4zdswLiVlZXq6OhQZWWlqqqqQuPxXC4XvB63+h3m9ZgT++trZO/doucMGhoadM455wTjamRkJMQxnanxuihF4p2cIxmX8Z7KvMd7oyYSCW3dulVPPvnkAbTZ1NQUyh7Yd/eY8JTwsBxhSKfTGhsbizSPYO/d8HNkwv9kMhlNTEyEM/H4Hv/2DHkysaHjLVu2BCUfhzlRvihLaIR6aZ/f3Nycdu7cqaGhoUi8D9rG2OQdrtgcrmWdGKp8li5EHit1QwN6du/e4W+PlzLy+XyI17qnxecxxNgfMo8/+9nPSip4u2eeeab27dsX5AwGBIZOVVWV3vjGN+qoo45SXV2damtrtWXLFk1MTGhoaEgf//jH9cgjj4T5EDJweRNfA384T1dgjmrBP6AOKOmxsbEgm/wc3SjxOnT4NQ6VI1c9CTQel56bmwsXTxzKOKJcD8OAKf0OVyl6b6DHC92TA9ppbGwMxASM5EIrny8WiKNwXOBCSDMzM9q1a5ceeuihCMQWj8HSTzce/0ThMkcEKoKCzGPm414dhO6xZClatuDeB8rlYEaCM6h7DVzcTKYh78LjQGASXyVe7LFbT9pCYOF5e4mHrwdPD8MmlYpels2+8XOUKzWlCGiSwEZHR9XW1qaf//znEUjYjSQX9HEYn7N7xzveobe+9a1as2aN3vGOd+hzn/ucXvWqV0mSbrzxRnV0dIQuO+6FMmcvp0kkEqEmkrV0dHSE2Fh5eXm4C5h1+mUF7tnxPrJGoTvinB5Tx6jAyGN+K1asCB6dKy5XsF6KgqKdnJxUT09PBIpva2sLJSkgH5xZaWmpOjo6lEqlNDIyokwmo/HxcQ0MDASaA1FwXuFsSktLIwaUpIgydqPIeYw99+HwP9cHupeFsUAMnf0DPq2oqFBNTY3Kysr08Y9/XB0dHcFLrKqqinjR9fX1oWaW+Sxbtky5XE6dnZ169tlndcEFFxxgGHv3JNbkSAtzckMNunN+wnBxqBqD3L1c3wPmj4fruRR8zg1fnuXGv7fL9NKs3zaO9BY+DIODpCWaB+STyUJAf/PmzaHTTVwgE6PwuN78/Lx6e3u1bt264MGRRYwic6EMMabTaZ1yyimSpKeeekoLFy6MzNWFFAKCOcXjR7zP2yByJZsLSikaO/T4BoqFz3gv0IqKCp166qkRT8CTTOKxR3++VFQSLpAlRbIzeUY8rhn3QmE23s/eTE5OqqysLPRJ9hs2XOH5fFxpI4ix2vlcT0+PJGnHjh1B+bnnguDx/XCPBaMolUqptbVVdXV1qqqq0vr167Vq1SqdfvrpWrhwYUgScwFGgpvXzTo9cpbel9o9MxdWfu4eTsjn86FEKa5EHPaLGxYezwfudaOCtWBMOdwIraRSKTU1NUW8Pv4NpBzPMcAwa2xsVCKRUE1NjWpra4OX1NDQcADqwrugMX+H87/zCLkTfM/paHZ2Ntww420cMaSc7h1WRfH39/ers7Mz0MXJJ58cjHX/LvN3ueEJUdBhc3NzJGbrfMj3WBcIhRvyUvHGLIxKRyzcaAKJYi6zs7NBsQLf8ztog7U4ffMMpxNojfNDBoGoHOo4olwPw/AEDRjWYwWzs7MaHBzUokWLAhOPjY2FdHwsKCyr4eFhVVRUBEaBMDx24TCfE2VNTY0uu+wyfec731FbW1v4nCsPCNH/DfMhIBG67hHynFyu0H1m79696uzsDLFLhDbGhlvJMANMA3PDzCgMr3NkHx3Kck8e4eKwM7Ad/3YDwOOc/O0ZwzC5e5DAVXw3foPO/Py8tm3bptWrV0cUi1vuDIQZt9Hs3r07KBBP6iKJh3i2KzEMFPbjgx/8YFD4JSUl2rNnj1paWrRu3brQoAPvzJONfJ4O7dFU3msx414T85idnY1kko+Pjwe0gHPwvZiZmYnUP2IESUVjhc9OTEwEryruuXK2PMcVsfMfuQsgDuyDVPSuoW9ojv1w2BcD071shitpPk8ijidc8fuSksIlFu3t7eF5eH6eZ4AB4rTmRhprzGazamhoUHV1dQgroXjhC6dDbqmJPwf697PwWDx7Bj/5/icSidBwIpEo3tb1i1/8Qi984QtVV1cXQbRQrg4jj42Nqbu7W52dnSG735Ezl0UYhuwtNMBZDA4Oqru7W8ccc0w4J86Xhj/+80MdR2DhwzDwzmjxhUDKZrPhQuezzjpLra2tIcsP65XDJSlocnJS4+PjqqmpCYLOvQaPe0Cg/FsqCNi3ve1t2rFjR1B2MEqcWGF2Yk5AozA8MC4JUi6MEVwIbQa/Gx8fj8Qv+/v7g8D2Wjrm7B2u4nCoK3qUokPMvJd9cmjZIS32jkJ7j7vC/F6zmEwWu1xNT0+H5gzMC8gfONMRBSkKjzKwwMvLy9XQ0BDpfywpWOtTU1ORpC322L1iRxBQehs3btSKFSuCkPJaVp7BeUJPDBfqHsvkb/YXhYd3xXf90ncMDxfcIBooG4fzfcBHzzzzjD71qU8pny9cTLBp06bIfkDzKCXvI8v58m+8VZ+De9rMB17iHPnbwzlDQ0NhH5z2+IMih7Z976uqqiLNVzhzGpNg2DKPuKGGceUxSGg7nU5rZGREfX19B3Q/4gy805Ib6s4zKFz20rs0saf8Hoid84CXOAs8SBKWuHTC10/4YOXKlZEe0U5LXtJIUxoGEDnz7e3t1VNPPaVcLhcu6eA9LkfcqTiUcUS5HqaRSCQiSUAen0PhIrTdAo33DYbISDvneR478FigCzyYhdgSSs6tY4rHITDm5slE7sW69+dQam1trdatWxfxaPlsf3+/hoaGgocDc5DF6QTOgKG5tcUVDorMPTv33NmDeAwWhkcZs6Z4OQoCzeNdnryCIqmrq4tcR8fPlyxZEvYbwceaXTiOjo6qp6dH5eXl6ujoCO/BACJjM5lMqru7O3h2VVVVkXtZUZh9fX1hjgil+++/PyAheNx8ntjgU089pcnJyUgsGVrCe/N6Yl+DrynuRXqowIUXBhHZym7AQU/uCd16661auXKlFi1apJe97GWSCrHr9evXB3gUJelenSdHYUh57bUbJt7cwkc2Wyg5gscc5YHu/FpDyl9QZhicfA/j1PMKPCvfaZh993gu2c/xdbphytpaWlqUyWR03HHHaeXKlRobG4t8b35+XjfddJOee+65iKKB9vr7+8PzPW/BDRM/Jy8Fwijk/KuqqvTCF74wgpwRZ3Wjiz0hDwRY3JE1b7SCl0teyuTkpD7ykY+Exjy5XE6rVq3SS1/6Us3MzOiuu+4K833yySe1b9++iAH8f73n+t3vfldnn322mpublUgk9Pjjjx/wmc9+9rN60YtepLq6OiUSiUg/WMaDDz6o448/XsuWLdMXvvCFyO+Gh4d11VVXqa6uTg0NDbrmmmtCdxbGk08+qdNPPz20v/vnf/7nyO/f9773hWSQ32VA3HgucTiFTD0sPRjLoREIyaEOmAJC9hs9RkdHI1Yl7fOAWukJ29DQoJKSkiCgV69eHWF0j1c5BAxxO2SWShU7sbgAI7PVBRGxWanAOI2NjSGRyCFPoC0EFwremXB0dFQ///nPAxQpRe+xZD/dk3VPz2Hg7du3R6xu1u5KgfXzHN7l5+zxI+aRyxWv8eLzbgTU1NRo8eLFkc+z7unp6YgxtnTp0ogSiwuBRCIRrhSkx2xpaalOPPHEyO019MNl36ampvTyl788zNPjp5wDc4GGWAOfdWWLkHcagl4xYuIlITzD94/zyefzOvfcc3XPPfeora1NnZ2dgQ7xnJgPKBBnVFlZGfE0ieN52IHvuYLziym4Gg0IGX7GeMBIkKSBgQG94x3v0Px84U5WL89xiNWhf4xZN5bZFzKK+R1e5cHiq+wZmdAoHIc86+vrI151f3+/3vve9+od73hHgJCRT6WlpSHGGjdSORuH0aFTj4s6ijU5ORkQJ4eEuTzC749FFiCv3YhgT/lMJlNoCzo5ORnyQl7/+teH52EUkE9w8cUXB4fm6KOPVmdnZ5Ajc3Nzevjhh3Wo449SuU5OTuqFL3yh/umf/uk3fmZqakovfvGL9c53vvM3fuaaa67Ru9/9bn3jG9/Qhz70oXB1lVS4beOZZ57RT37yE9155526//779drXvjb8fnx8XGeffbaWLl2qRx99VP/yL/+i973vfSF1/f9kJBIJ/eIXvwgKL5PJhEbbMDbw62+CLaXCPrW3t+uuu+6KJNk47JJMFlLUW1paVFpaqqqqqkiTfFd6Dok6ZOWMIkUzdN079hgXcwHSoUgfBS8VPczt27cfkLjlGZrAwwg13umQWCKRUFdXl/bu3auqqiqdeuqpyuVyB9TNuRJEQSC48/m8vve97+nJJ58M61i8ePFBDYl4bIo9dM/OkyIQAHgEzJ/4M+vmZ8wJzxdBQAbn1q1bNTg4GM5leHhYg4ODEbjRPUGUDQoCGqNZBAqtp6cnXMtHDPXRRx/VkiVLgjeCh4SyJCs9Dkk7TfFz9t09VYQs88TgY6BknK5piZhKFTo4nXjiiRFFDn3zXf9ZaWnh1hVacnKOs7OzmpycDAaIx0xra2vDWflz+b+XJ6XT6QNCGvwOgxZ6cH7G83fEir30v6EfP9+5uTn19/dr9+7dmp+fD4ag8yjnu3HjRt1zzz2h5Gzfvn3q7u6OoAK5XE4dHR16+OGH9dWvfjWSbY8h4ZAxNORzIuMfOnIlzOd4HqVvLpfYZ3cu4uEO/zx7gqEExOvI2vT0dEBp2HvCUMSXoUPQOZerJ5988qGK+T9O5fryl79c73nPe3TWWWf9xs+8+c1v1tvf/nadeuqpv/Ezk5OTOvHEE3XcccepsbFR6XRakrRlyxb9+Mc/1uc//3mdcsopeuELX6hPfOIT+uY3v6l9+/ZJkr7+9a9rbm5OX/ziF7VhwwZdfvnluu666/TRj370/3h9Y2NjuvDCC7Vly5bgNeB9o1BgWIcvXUlIxRZgPT09gVAhoEQiERIRICQX4vzeIU4GBIpQcOKVojWczMWzSD2ZyC1uLFLgnkSikMxw2mmnhavqYJi450XshOcxfC6dnZ1qampSIlG80sy9yrh17UIOofXqV79a//qv/ypJQbkxJ5SL72M2W7zNxb1GvAYEDFDV8PCwduzYEb6D8HNomZ/zLBd6wLvbt28PNDA3N6fGxsZQHsJ+82+peG0g+4eQ57nMnbIMvDz2HbSBmkYEbFlZWcTjiXtY7oG4AeYerKRgxDmNoUS6uro0ODgYzm1wcFDbt2+PwJ9zc3PasmVL8DzdQOQ98ADfSSaToR6cfIeampoIGuRzYj3Mz5uTcNHGI488ohUrVuimm24KVxmyxgULFugDH/hAQNvYD+aLwRCnfTds8/l8KBuCh3p7ewM9Yyw4vI2cyOVyam9v12c+85lgfCIHMDocIUilUlqxYoXq6uoitfLwEGfEHmFgcLbIHs9wdt6FN3mn5564MuXsOCfm4Fm/KD9KnJLJZGgI09XVFcJgg4ODoZGIz5+r+Tx5y2PxzM9v2vlt449Suf7/Nd7znvfoqKOOUn19vU499VStX79eUgEubmhoiFghZ511lpLJZHD7H3zwQZ1xxhmR1OtzzjlHzz333O9USHywUVNTo927d2vjxo2SCoLlve99r1asWKFvfOMbgdk8k9bjpii+BQsWaN++fbrwwgsjcSKvFURRujLEK8Za57MwFESKUHRB6YzCzTsIK2eCfD4f8aTcUi8rK4vAsgezEj0bGgEoSVu3btUzzzwjKeoZYR1jrLCvHmtmuPXsyre8vFx79+7VF77whaCIXOhI0WunsKJLS0s1ODgYGJ94r1RMdmH+VVVVWr58uVpaWkICGYX7PT09oRNWIpEIoQHWICk0Ub/xxhvV1NSkqqqqIOBJMPM4XFxpo9hIkuF9GA8kRpGNilIdGxtTb2+v9u/fH8pM+ONGEefCu3we7sU79Ms5Ez93QZrNZnXPPfdo586dYX5f/vKXdeutt0boJZksZi5jNHmCDs/Dk3KEZX5+PtTreqIcMCvDaTmfL8Qd/WaffD6vSy+9VJJ0ww03RIxIFEhdXV3oXIVBQTzT64vjPMlc0+m06urqIvOvqakJhtHChQsDj87MzKikpCRcIMAtQpdddpna2toCXYCKIFsII6EInYY8hAUt+XlDOyh/N7QdsYAeR0dH9dOf/jQSvnFv3mUfZxA35Px8HCJPJpPau3evTj75ZH3iE59QMpkMFxowbxA1HA3Wx/xZp7dpPNTx/3QpzjXXXKPLL788WPaM3t5etbW1RT5bUlJoVN3b2xs+s3z58shnaNrc29urxsZGve997/u95oWF7DAa9aVLly7Vvn371NHRoUwmEzLdUqlUKDdwAuISa5jNCQwBSV9UILdcLheIyQWeeydYotTSMbCQYRTPzJUUYciqqiqNjY1pZmZGbW1tEYEA8RIbcYiJpJqtW7eqtbVVHR0d4fnLly+PKHoYL55BijXtpTAkJ7nghskRSPEG8fweBeANAKanp0PWrV+nRRMBh6xQZPHMRUkhS5eLGihhoEkIBg4C7pRTTtH3vve98M5UKqWHH35Yl112mTZt2qTOzs5IggvJX5ypJyRRyoQCn5ycDLkOkoKlnkwmQ8E+wob7RpuamgIs7PFvrwdF0TjNcdEEira+vj7QRT6fD/1/6bmMInjd614XgQwZixcvjoQpRkZG1NbWFvH8OWsML2iDLlzOS+4ZswdusJBwxe0xiURCt9xyi6644gr9+7//e+T+Wd4P7UvFpiM02XCF6olTTutbt24NPD87O6v5+XnV1taGjkveMxmF5ggNSYLxREQ34IhT+md4FmgI83TEyg0E50M8XZ6BUcW8oFFHz3jm6OhoJKRB7Nt5mLOkvt5L2BobG/VXf/VXQQ9QSw1PeP4GRjDzJ6zkhjU3fh3KOOzK9etf/7pe97rXhf//6Ec/0umnn/7/2/Orq6sjfXv/kGNqaipk3+ZyuQBLx5M6pqam9Fd/9Vd65StfGTy2eO0lljlEPTU1JakIWSAggD8cTkbBONPyfBjbLcuGhoZA3F57yt8wIu9yaMeZZHR0VD/4wQ/ChcjO9CgOvAU8HF8PdWezs7ORrMJ4rMo96rh1jKD1uXoZUjwm4/B7NpsNMbiD3S7k8dA4hOiWPedMHSZMjVKOn8XU1FQwPJiflyOUlJRodHQ0rG9qakqtra368Ic/rMbGxkgNNYaH738yWYiPUT/rCUjHH398xFt2pUjCDjREPSL0RGMA4laUETlkyPsp/1i/fr1KSko0NDQUQVucP/DwEolEiEczX/8McybT2wWhKzmHjWdmZlRZWRlaknrowBEWMrGhO+g0k8noJz/5iU499VQtXrxYZ5xxhrZt2xb2whESSUEBoCDcy/ZEKPYVA5qzXrFiRaTRyvz8fMSbAsp3aJu9xNuuqKgIBqLzLnF4rySI1+pC4+6x+jPYu/Hx8UiPYYdsHZ5vbGzUeeedF76PUcZnurq6QtcvRpzPOHf20OHtiooKve9971M2W7hTWCoYsyj5ubm5iGHs9ALqx7k4EtLT0xPpa01TlsgzdJjHRRddpMcffzz8+V0Cxr/vaG9vj1wzJhWIcnh4WO3t7eEzNHhn8H8+89vGW9/6VnV0dGjhwoVavHhxgKWBfLGYwPtpUwYBQjAIEQ/u9/T0BEhXKt4RC9MiwBz25XMQEoqbATzkwstjMPw7n8+HTD0I2j0LBFdzc7OuvPLKSJ2dJzUwXPh4dqNUSCx75StfGYSvFDUo/LvME2ZOJArt+fhZKpVSb2+venp6wpwwUqRiohbPJd7Ic9xzwRPlPBOJhKanpzUwMBCx1tkj9s/jOF4qhLJFqLnX4XtEsk9LS0sQVlVVVVq5cqVe9apXHeAZx5Uje4fFD20MDQ0FGNrPwONPLiB5JvPL5XJ65plnQt9chDQXMsSFV2dnp1atWhXe39jYGDFU3Kv0UAOfcXp2yJk9czjS953z2rdvn/bu3XtA9yr4CJ7zvAd/byaTCcbyZZddpuXLl4fPJJNJ7d+/P9CF0yrnQFIV+0rtuNcZoxzco21tbQ1xYfiFOl+uEcQoZE880YjyG0khtg4vOIydSCQCauH7SBN/Gt2gfPg99OtdpdjTv/7rv9add94Z9toNZNbthq8kbdiwQc3NzREjxeUnChCHhLVSLQEvgkpgnMFvzc3NgfehdWQU9ATd+/mvX79eixcv1sKFC9XR0aHrr79e8XHYPdfa2tqDQmX/neO0007T6OioHn30UZ100kmSpJ/97GfK5XKhFeBpp52md73rXcHSlKSf/OQnWrt2bQRi/q/GRz7yEb3jHe+QVCDQyclJrV+/XolEQn19faqqqlJzc3PwKKh5S6fTmpmZUXNzc4CNaVYAdLFw4cJg0cPUQMYQD4XYTizxEp64kuNviBOPw0sR3HP1WJtUVPIoAqxoBIB7dAcbqVQqxIoQTP/4j/+o5ubmAzqlkKWKVwnsBfyTzWY1ODio8vLyYO0DG2GlNzQ0BKEA7A7j+bvcawU52LNnj5YsWRIs4VQqpfHx8RDHY75TU1MBPclms2EuCLTS0tIAqxIj88FecSbV1dUBfkMBuAJCqLt34VBwNpuNzCefL7QeJBvW23JCK0CpCEaK+x1hWbNmTUhuwpsEZkUoIpwo7XGFxN4Sx+3r69Py5csjMJ0nZbH+qampUHbjypffS4p4Q9lsVrt371YymdSyZcsOeD/7whklEonQGYw1eJ2mG6QYyxs3bozwBZB7b29v6MfryVV+UQG843vP+nt6evTggw/qwgsv1I4dO5RIJLRq1apwJk5XhH5QgIzBwcFQakcHIjecpWKrPwx8eITrJCVFPD5XwK6EKH9JJBK64oordNxxx0VQAO9klc1mg7GLB+p14OwH58g5TU5OBjgcucB3RkZGQvMV5xHCNsiD4eHhyP3Q0I+kyO05lHxu3rw53D0sKShpH3+U97kODw9rz5492rdvn84//3x985vf1Nq1a9Xe3h68xt7eXvX29uo///M/de211+r+++9XbW2tlixZoqampt/6jnPPPVd9fX266aabQpboySefrG984xuSChm9a9eu1dlnn62/+7u/09NPP63XvOY1uvHGGyMlO7/L4D7Xnp6eIMDi0BOKpa+vT3V1dSHRB8vTrWDauEE0CKaDlcXE4zDEChESPNPjYTfffHO4hs0/g6UfFwQIapKc/GaPeNwJq9bhZmdU5uwwra+H+bNWrNn5+cKVcsuWLYt45jCwVBBSwIHs29zcnD772c/qFa94RUiMQRC7kPbYjhSFf70lo1vlCA4vZZmZmQkhANYKZOdxrbg3x94zP+JVnhntWagYQAhY98AQfHNzc9q7d6+WLFkSlBdJLY2NjSH27siGX9U2Pz8flI+HJNg7fkacMpFIhIurV65cGUFnOC8ShWpra7V///5wAQBzRwj71WMeg46LNad/FCS05fvh9bYoFVforvR8P6EFN1AdLuVcpqamAj9BF/H5YqAChRLukaQ777xTr371q3XHHXfowgsvlCRt37497H8iUbi9xpWaXwMJ/9O7l7wM9t0NFHgNzw2IF37jjPfv36/W1taI0cFeoNQTiYT279+vuro6DQ0NhRaMnAv7AUzrdO/7wv3UyI25ubnAy8C89PfO5/O6++67df7556uuri7iLWPcQL979uxRMpkMddJOuy4jh4eHtWbNmv9773O9/fbbdcIJJ+j888+XJF1++eU64YQTdNNNN4XP3HTTTTrhhBN07bXXSpLOOOMMnXDCCbr99tsP6R1f//rXtW7dOv3Zn/2ZzjvvPL3whS+M1LDW19fr7rvv1q5du3TSSSfp+uuv13ve857fW7H6cAGUyWTU19en5557LngtuVxO5557rlauXKnPfe5zmp2d1RNPPBHpoEIsFWKBaYCYXFE6o6OgPBkIYQkTzc3Nqb6+Xtdcc43q6+sjigKCdtgEJTkxMRGSVFz5SNHmChR0833/HIIOpnKLm/e4R+FCo6+vLwjsRCIR4pmuWBGoJSUlwfO966679Oyzz+q1r31tKPfxNd933326++67w/y4ZD0OPXp2rcNhCADOAk/Iz4M9Q3B57JjvMXcMCRQecSduHXIl7F2J3Jv1hJlMJqNNmzaFebC/XoLlHiYKA8HkMV4yyPE+yTTG2KIz0dKlS8P9mvFGCsQZa2trNTc3pyuvvFK//vWvI0YHPYk5U5+f06QbgI6GQBesf3x8PCTyURLjhhvxOg+rOITL3noIZ2ZmRps2bdL4+HgkSc0bdYyNjUXKWXgWiol9A4r98z//c91xxx1qbW0N50f5lK+Z/8/MzEQaQMQNbr4LIuE0isHhxgOGEOgPUPO2bdu0bdu2QP/wgBsm3NqzY8cO7dixIxKygLa9hhcaJQteUqR00RU3sdrp6Wk9+OCD6urq0vj4eMjfwfBFDrB+ZF5nZ2fk6k/nTV+7/+y3jT9Kz/X/1YHnumvXrtCEH2t2fn5ezc3NmpmZ0czMjJYtWyZJeuELX6jvfve72rlzp5YvXx6YHQjP46wIXI+jUuztdY4eU0IQ8AwIsKysTOPj45EEFYSsw2NSVLBICvV2Y2NjIQsbZmEO8SxlBl6Jw2QOS7N+PitFBZ4Uzcp0KBBFV1NTEyCo6upqPfXUU1qwYEHohsTvqIW79NJLNTExoZ/85CfK5XJ67rnnVFlZqaVLl4Yz8H1gDmT+Aq967SFzc88dJIIyjTiDMzcsa4dVMZLc8Jieno40qUBgO5Trc44rdz4TPx9+D5QNhMg5cF4YeePj42psbAyethtelLrFMzf5TDZb6LhFlx43OuJGI/2cobf4JQIYtU4r8ALKjz2Ynp5Wb2+vFi5cqESiUEvKRRrMi/3kPc5TuVxO+/bt05YtW3TMMceosbFR5eXlGhwcDPCjK+Kenh4tWLAgKLnJyUnNzs5GjFvogv2HhqCpeEY2fMQ7mNfY2JgaGhoCJBzPX3AEwenOlSxGHHFOjLbS0lINDQ2pvr4+GAXIKJ+bP1K1EXsAAKEISURBVIc9z+VyodsXMiSRKNQ1c90d8+Q8oRvKosbHx3XDDTdo586duuSSS3TGGWeopaVF9fX1IWGQkBj1vZlMRr/61a90wgknBEWPkwO95POFjlXl5eVatWrVIXmuhz3m+j9xQIQQMteTIVzKy8v13HPP6dlnn9UJJ5ygsrIyrVu3LhBwPNbFH4Qcgjre9YjPu6XvtW7uLeLdjY2NRZ4TV2yJRPH6KM9qLCkpCS3F/L2MXC6n3t7eUKvpHqv3Wo1DnXw3Dqt5DIvvxT1WhI+kgBLk83kde+yxwcqXFOAvhNPXvva1SOLOL3/5SzU2NgboGYOEs0mlUiGu6gYJBg6DNbNG5g9tHGxAIx5DRQj4/gAPepwV2nPImb1xFCOuWPk7k8mEkg+8Bk8Qge7YP9aN0kKwDg0Nqby8PFzzBh06xOphAmDUuDIhjAL8SWmMJ2Exf87X0R4+50gCe0lv6GSykOW9YsWKsP+cuZ9BHGVIJBJqa2tTa2trUPypVCrAkyhz1kmpmpcuecs+Rw+Yf7yiALrGIyYHY/v27aEGNp/PR+rgOROMpDiferY568P4hqZRgvA6iASyJZVKaWxsLJRakbhZU1MTuSpvbm5ODzzwgM444wwlk0mNj4+rqqoqlEB6eMb3HaNufn5eXV1d+tnPfiapcD/x448/rvPPP1+LFy/WmjVr1NjYGEIvfmbNzc0hF4HYNbw8NTUVudv2UMcfJSz8//pwJnRhSzIJWWwveMELIlmllDagQN17ca8R5Y3AdzjP/03G49jYWKTEAgFE20SpGFvknXEiQ0i4lUrdphsAuVxOo6OjGhoa0vr16/Vv//Zvwbp1oc77YNCDvRMl5slGfB8mZq8RijC9F8PPzs6qq6srXMSOhwCsXFNTE4lpvfrVr9all14aUbjMB68ECMmNDPcy43MmWYkzjhfjA62RhME64/CnewaerYmxFDeU8BaeeuqpCH1AI3infn4oUO9t7NCeJ4+UlBTqd11ZlpQU6xZZL0pBOrBzj38XWnHDhf0iu5b5Om8BryKMoWOP9UF3vItkLPaT76TT6QBlj4+Phz1yI4m1c+G997LFY3d0xZsYcF7eGQm+d8UaN6i4qWpqakpTU1OBxxcsWBAUA0gUz2A/yGFIJguXQPjlAdAW++CNFmZmZgIfOr95BYFnmkMnhF/YbzKlTzrppIBatbS0BA8fXokbgRj3GMPx3r/33nuv/uEf/iHIVrx4D4+Vl5dr/fr1ASXgpjH2bGBgIKCFv8s4olwP03AB4tAsjIYA9QQB4jUITCCeuEfkAhjI0uFJBF8qlQrWo8c+3HtgnhC0z5/fVVVVRTpZubB1b4T3VlZWqr6+Xl//+td1ySWXhO8g9DyhxGOrngnpQoVnw4TuXSP4GDS1cEGayWS0bdu20Ezd4TX38ohnu1JFaJNQsX///oh3EYdUHTaMe4jxMqiDeQzMyQW4n73vnyso/u/Zlvy8rKxMa9eujUDcHpd0heMXh8e9TC99gL44PxQTxgrCzeFfwhqcM+9FkbB25oKyYG98X12B+lyY76OPPqrx8fHwmYmJiQh86olOPqeyssKtQ+l0WtlsIfObZiJuyKE0abUH1InRRyIaCt8VON48Bgh76OdGDBFeT6VSAQGrrKxUe3t7UFLc9kL9rz8PIwT6zWazuvvuuzU2NhYMMucxFCu8QHWDJ9E53M3et7W1Rfr2Ok1IxcsRvPsXStflFvzkBh8x2YmJCX3mM59RfLztbW/TsmXLIklbIG3Mw40BIGjoc8WKFZqamtLExESEn3/bOKJcD8PwtoEOdXjsTioqN/e0HLZLJBLhxgcgGuAnCJusRgSxD5gMJnKF6MrWf+e/h5lc+XnNG/OXoqUgWIvnnnuuOjo6Imv2tSMMPSboe+B1fS58pWL7MuArPvOBD3xAV1xxReQdFRUV+pM/+ZNIswKEgispPD9Xcu5VlZWVRdbj+xD3LqenpzU1NRWybhGmLoDce+f5DnvGGR2BxP44zcTn5BnlZJMSu2IPifu5hwzdIKj5v6TQIQia9aQph+CAiT2JpqSk2MPYFWJc+EGrzgecdXw+GBLj4+MHtIZcs2ZNCAvMzc0FeNsTwfr6+iLrdPj0m9/8prq6ujQ7O6uVK1eqo6NDw8PDkbtv8/l8gErpnS0pXFEXpw+g4jivsRaPhZO8w3e5O9hpB15qbm7WS1/60kh/YEnhPlf4GEP08ssvj5SWQIMYBc6PpaWlWrBgQSgPi/OFh8B8/vCd06LTBrTsHcJmZmZCHTXryOfzam1t1fz8vB555BEdbJA97SESN86ZJ2fMOigXSyaTamxsVGNjY8TB+G3jiHI9DIPyGg7WLTVnNNrLebMBj0/MzMxoZGQkNDPAgyJL89FHHw2Zgggr90BRTngcUlEIopCkqKJzT9atUCdQh3J5twt9/zxdp9xr9jn654GOYVKHIP2zLhDxPFDCZ599tj7wgQ8EwY0AdojMIWoMFPfoXFm7kSFFPQ+H1hB4rkzYJ0kBTmdf3ctymsCLymYLjRBoFoDSQBB6lrBfn+bPcKOBzGOupcNjhE7ZCzeQWA/77vAhn52fn9fU1JSGh4cjYQzCHewfA1Thscce07333hviXigZ97pYM2ukjSLGD3vt9bqst6GhIewx94JyFnNzc/rWt76ldevWHZBzwJlcfvnl6uzs1ObNmyO0RgIZfzjTTCajysrK4DGR3OXemNeNuyEUD2nk84VkLb8POp8v1nfGkQ6MWYx0ypgqKipCPHt+fl7vfve7dfbZZ0dgV+dJN9KZN00loAnW4rzuISn/48Y33+HzyDA6joHkUO/PnEZGRjQ3N6eqqiq9+MUv1ve//3199KMf1QUXXCBJes1rXqMTTjghJNTxLKoj4FHQv7KyMn3nO9/R8PBwoIX5+Xml0+mQRX6o44hyPQwDhunr6wueApCTxyj6+/tDfIo4iQsaso/b29sjsBcE297eHuoA4/ApHq1njzI3Ptvd3a0777wzCGePU/q7PH7hF0M77INXRIwGhnTP3T1hvsNaXcl4HLKvry80m+eWkpqamkhSEPfVEiMiEYmaOBcKknTLLbdoaGgorBloDEMlDj/GYTv2h3ZobrC4QTU0NBRiRZT3uPftf7uiZv+4JsxjnZwPMV7eiXLn7kpPEKKkwv+wb57kEkcSeFccqnPPHmHswt2hQwQ5YYuJiQlNT0/rve99ry6++OJIKdbjjz+u/v7+UDJTUlKiD3/4w/rABz4QBHicnvL5fDAYXDF4nNzLeDKZjPbt26fR0VF97GMfC3E4jz9ms9nAq2vWrNHxxx+vG264IdJAA9pn7/3yiUQiWoqFYmQv3KjlZ27MbN68WUNDQwG2TyQSoSlE/Bzd6IPvMTIwKGZmZjQ5OakvfelLoeQP+sBQ4x0OpUoKcd6ZmZlggN5+++36+7//e2WzhSYuHrePhzGchpyvvJ0lniSeOcpuZmYm3JZUUVGh5uZmLVmyRCeffLJe97rX6UMf+pCOPfZY1dbWamBgIMD0GDf8P57UuXjx4uCo0PLzd70RRzqSLXxYBoxMQ3qEJcwnFSC2o48+OkJ48VhfY2OjZmdnNT4+Hu5DRLjMzs6GujIpegm4W8d0L2K4gPr0pz+tz3zmM+rr64vEhB1ahBHcEnXlCYNApPw8nu3sgoB3QfTARJIinhsKDKHh++tWMDBmLpfTOeecEykFQXgiwPL5vF70ohcdcHF0Mlloadfe3h5uGcFDOBhURHzRvQip2AqRJgHJZDJ0KPM41OzsbFCCQFqUJzzxxBPasGGDvvzlL+stb3lLgGKdjnz9nrHNuvk/QtOTiRCqXEBAkT7eFpDuwZSO7wvrTSaTQVD52bkhJxVh9Ww2q69+9auhoQrPq6qqijTiyOfz2rlzZ0iOIf5JNr17cawNRCGfL14MwF7Mzxdux6mrq9NrXvOaECtNJBIh09hHWVmZGhsb9e1vfztyOw4epvMuRjQxZ3gcuBUacXQKwxdjARTg+uuv1xvf+MbQRIKsdm9e4h4jw2OO/JxM2NraWn3rW9/S9PS0mpubI16lw7wOZ0M7dBhj7U1NTTrqqKPU09OjrVu36swzz1RFRUX4jPMoe+9GI4hGbW2t5ufnQ8MLN4RBAlatWhWeh6HEnz//8z/Xnj17tGfPHu3YsSNkfMflgiMwUqE7n/MT515WVhZaXh7KOFLn+gcceJpdXV3hwl7ffojevQoXhNlsIT2covTGxkZ99atfVWdnp84777yI1exeRvwdPK+rq0s7d+7UmWeeGbwct0q9/tYFDFBZeXl5pBOMw4L8obl1Y2NjsJ7dw8ODxLOSioYA/3ZPY2JiInwPoieGGY9Tujff3d2to446St///ve1dOlSLVq0KMzV4SJnevYS5Uq93cEyNfkO3nYcBvPPAZfyc+aJZwfsl8vlAiyF5zMzMxOUPAKDrOa4R80+IxTjZUCu3Ji/J8IhXDhj5uPJUCTo8H6+43TGGeNZYywcrOTIY6tuXHHmnCdxav49Pz+vhoYG5XKFbHT+z7nyXRQfZw5kDM+xVs7es3rjCoczm5qaCoZqvOaV7/T29qquri5krE5OTmpqakqVlZUaHR2N8JNDn64IoS86NrF/u3fvVkdHRzCy+JwrWDxWv/jA0QVJIZ5ZUVERybp2Yxk4NZfLhTpZaBPjAfnDd1D6GJYekmB+KHmnS57lJT3wzsDAgNra2sK5OZQ9MzMTEIP9+/ersrIy0hEKj9+NQr/Kz3nXM6NLSkqUTqe1fPnyQ6pzPaJc/4DDm0hg8bk3KUUh13jsKpPJhL6gNJQfGBgI2Yu1tbWhgJ7vIyQRrh4HGhwcVElJSaQxNiM+L37md1A6JBjP8IQR414qAgnm9+4+7lU7DOwePc9hrnHhzLynp6fDdWr5fF69vb1au3atHnjggdBG0+OQPAuh4u9CeVDj6Y0wYMSRkZFIwb/HIl2IeLyWK+hcKf7t3/6tLr74Yp1++unBoMFrRKhxuYM3lWftUtE7Zp4eU+KsaDPHOTic7XvouQEIOUINnvDldZt+fjzbjRSMLLxz9whZI7SAIeclZmSqAu/5PjMvhGg+nw/w+aJFi8J7nKbwYAYGBtTc3By50IC17N69W42NjZF8CdaCss7lchoeHlZTU1OkBM3PnjPAW3UvSipks9PoBBrOZDKqqKgIRihohhtEbojPzc1pdHRUDQ0NEToGjXCl6sYrsgKlkslkwh5PTk6qvLw8IEcTExP68Y9/rNraWp1xxhkh096bUrgB6sO9X3+/n0k8jh83MGjbCF3j8TstwGvQCh4t73QjKJ1Ohyx2l59x435ycvKQleuRmOthGBAfBBCHSnp7ezU7OxuKyD1WV1dXF0ntJ1OvtrY29IDls2QYenYvP5ekhoaGwICusOIDxc53sQ53794d5u0eq6/FY64e/yOm4oIdRnQo1WFof4ff2OEMzHNQkijzlpYWjY6O6phjjokYIMlkUg888IB6enoCXOvZqXhY+Xz+AKQBoZzJZEItp3vkfs5ugePpuPIbGRnR9PS0XvziF2vlypUhBksjAGLwqVQqcuMIXp3vBXvKXiKA/PcoKZ9H/Jy84UIikQhJNHiKnJH3ecYT9CQiztG96tHR0dB+knciNOfn5wOMms/ntWfPngOy02tqag5YE+9lfaz9hS98oc4555ywH9AzZ5XNZvXzn/9c69ev1+DgYNgH/s5kMvr1r38djCunSenAcrn4eUALrgDdYHDI1Z9NRyEvQ4sbBTyX7zkMj5JEJnh9PLwUh+c9tsv6PWcDxG3Pnj26/vrr9drXvlY7duyIJPjFPXz+np2dDZA8hoLLnnw+r8HBwYBcuCMAz7AHXOwwNzcX2RvPn/C99TOZm5sLV4Fyhh6vdh5yfsYjPtRxRLkepgFxe9MFBoeJYJWK8RJvA8f3ECiu2GAq0smlosDg+V6vGLc0EfoIcFeAiUQh1rJ48eLwM4cKEZR+88Xjjz8uKcpIJSWFDlAwHL8n89OVtRsLB8sS9uJy9oB9SCaTQZgxH5TC9PS0Nm7cqAULFgSm9YQpt5rjEJ0LJRS+e7PsoQuoZDIZLkd3RILkpxe96EXq7Ow8oCZRKhhDKDGMLxc4/m8XKB775eeUzUBXiUQiJIa5d8nv3ODh+0CUXAc4Pj4uqYDQAAN74wbfkxtvvFFf/vKXw3kwN7wL4pGJRCLcg+ufYV78zbo9RMGePPTQQ/rFL34R+MW9N9Z1/PHH64tf/GJoQM/3idVfcskl6ujoCHvquQwOJXriEsLekQO/09khcOZRXV2turq6AP2yhn379oXvOj26J8bZolwxrIGrk8lkxJghns4cgIVZ/+TkZLhWzju/wR+Mjo6OA+7rhYbYP86NZ3v7R+fZpqam8H1X8qBMfP4FL3iBjjnmmIiM8EYYGC7kGxC/npiYOAB6dxTGERY3PIDhvU/zbxtHEpoOwyAFnyQPF6BY5a603BOSigKOzNtkMhkp7odoieO4he2CLO458myIywWDC2i8HVfoUlFpOzxTUVGhTCaj1atXRwiVd8/Ozh6QiIHB4OvlPZOTkwGO8TX4HLyG06E9mIi4E8k5HoeKe0h4lWQgOwzJXBFODrfB9KlUSr/+9a/V19enc889N+KFE2Pjpg/P3KZemfXxDuB4T8TyZ7KHzIU94Vo29s2FHXuMYoC25ubmQqkUz3WPnHMhAWZ2djbcF4ri8Bpap5VXvepVQcBx1nGPCiFYV1cXmi7E18W5eWKK03E+nw93xUrFWDI5Buxba2urLrnkkrBWUArOKB4GccHr3rNUTGbj/Nmv2dnZQGv07SZ0AarBmVRWVobkrLKyMh1//PFqamrS9u3bA/85bzhdUs5E2Mm7PDmte5ggkSjcqctaE4mEfvnLX2poaEhXXnmlZmZmQmOFVCqlo446Svfdd1/oI8z5scd8jv1yJAsa4talONJC3bHLourq6ki1wn/8x39odHQ0ZDAPDw+ru7tb69evj3jE0D5nV1tbG1HqMzMzIVznSJIP9+q9suK3jSMx1z/g4BB37NgR8ULighrm5HccKFAG2aUILBSoW4FSIX4D80pF5YqwIxvT74F1xSIpMDdwiiufg/UvjkNUCCAYirVJijCLW+/uaXvnJyxuYizxEiKgPgS6fzeTyWj//v3q6OgIghNvmDUyF18LZR9+LZd0YH9VBMfBsqC3bNmiyclJbdy4MSKEc7mcBgYGtHr1alVUVKirqyt4X3iQNB/w2KzvuZ95PAnOQw54EOybJxPhPXrcdffu3dqzZ49OOeWUiJfiLewY/hxPLEEoOexMORbr8WxkN8pQrgho7uXMZgu1jZ2dnZHPY3z43rs354YhcWvvvYyyJU8AzyeVSum5555TNpvV+vXrw746fzg9OALkXuD09LQmJibU0tIS6M73MS6G8/lCd6L9+/dr6dKluvvuu7VhwwZ1dHSou7tbCxYsCEa4n7OX1zlfOh96vFVSSAYEjSBznPkjL9y4wUHAQOWSCw/3IG98PzyLenJyMoLOJZPJ4D1zr7IjT26c8W53Ppz2HXb2OQDtx3td19TUqL6+PoQ8HNXzENHExMQhx1yPeK6HYWDVQlwQHsIPZemKRFJIbHHB5h6LVGQurGQpqqSAkBF8roBQ8K4AvOEAwhDICiiT+QwNDUW8BH5HsoR7VMBzHk92GNITZKSiomBeeNIu2NkP5sX3WO/g4KBaW1uDIEUZ0kQhl8tFGokT66HhgJ8T++jzdivZmXPt2rURL5P5si+SAgrhVjd/I8A8gceRAxfMxKaIubmATCaTIZbJ+3kW/ZQRiosXL1ZnZ2e4jJ53OT161y3KLFBaCOm6uroDFC5GGfsxOzurkZGRkBAT732LV8VzEOROG+wbtxmxd65M+FkymTwALeFvjCM3wGidhzGM8OX3JIehNNkjPHP2raWlJay9rKwsXPLNQIGhHGtra8PvX/ziFyuZTGrPnj2R+KPzj68BpeDnLCly0w8xcuaIMUOiEO+IG7mpVCooYEJU/BxDFDnkSpz/c2Zk7zpvVFRUhBaiGFycRUlJiUZGRsLPmVPcoHElnkwW+j/v27dPy5cvjxjR0FZLS0uQCZIChO40RFc9l7W/bRyJuR6GAcFzO4N7jFI0uQgiR+nRYQeGgdAh5vn5efX29mrXrl2BcD0WgcdAYowUvZMVL4yfQ4wI0tHRUS1evFi33XZbWAvvRcBMTk6GtRILjd9E4QKX5/BO9xy8xRvxoUwmE1rI8Xzm6t4LFjTKZd26dQFadYGUz+f10EMPqb29XXfccUekqLypqSnslydKxGN7CCH2yiFD9xwymYyGh4e1f/9+DQ4Oqr29XT09Perv7w/rY0/wEMge9aQLh8xcucaTw4iLDgwMaH5+XjU1NcETZF/wFBD6Lni86YCfHcqWvXe4NJ5UhALKZgvNz1tbWyMxtFwup8ceeyzcB0wzEPbLk1bKy8vV3Nwcnk1im9dcYxD6XmDIYFzwbGpHPUTiZycVhC3vy+WKtyfRj5gEM7LKPV7Hd7xpi9MrZ007TIbDp25QL1q0SBs2bAjQLzHqOBxO+8b//M//jOwfMU1HDVBUiUQhzspZz87OKp1Oh31g7tlsNiQ20cULbzSbzYbOcn5tJHzA/nL+cRmQSCQiWffsJ+/2JhBxHvOfecjjuuuu05/+6Z9G8gmcptmzeIiJOeXzedXW1gb4+1DHEc/1MIxEohjQB/rAkseCQoDDZA6R4fkCi8CkO3bsUG1trdrb20OjbEmqq6sLAgXC7Orq0ujoqI477rhIfAqB6/ASggIr94ILLtCpp54aqY0FavRYKR60MxqMBLO4JevZo3gqfsNK3JqEIRA+CHWYHGHO9+I3bLjnScLVtm3bwjs8C5H9npubi0BZXoPna8QbmJ6eDucApFleXh7auuE5g2R4zKu6ulr19fWh6UA8vsceIMAkRfaTn5WXl6u1tTVisI2MjIQr31w5Sgpt9EpLS9XQ0BDx/vL5fKRpgHfccYGFp40BwH77/BDuY2Njuuuuu/SjH/1If/Znf6bVq1errq4uCG8yg+M8dMcdd+iTn/ykfvzjHwePD/6In7GkCO/s27dPvb29ocfwwVARvscZYtTweXiJkiX2x2OzCGyMMcI07Ln/2w1sYuRxgxRa5G+HLh1GraioUGNjYyR0A+Q9ODiopqamcIOTJ/o51O4JUxMTE8GI4Iw9nupxyuHh4UiXNDfWGb7+OLpQUVERaoAZnlsSh4DZG2SlJw9mMhl95CMfUW9vb2j+wlnwGRwInoEMZJ7stdPEoYwjMdc/4CDmumfPnlDwjsXLIToUinfgyR4IBzw6BHo+X0ySgIB8IDySyUKyykte8hI98MADGhoaCkoSoQ5TS9F+vQ4TeRwNBkLBAa0hgN3q53nAoHgNdXV14ZosmDiuTBlunQMlIWAwICRFjANPqHHYjDnRY7m+vj4oYYwe9t+TgtgDGHl4eDg09ub6LGoTua0EKC2Xy0VgSZ7HiCfPXHHFFbrgggt0+eWXB2Xse4kHB0Tnl2BzPi4Andbi8WIEEt9hxH/mgpxzZx+bmpoOoAvOjzPFiEin03rooYf0qle9Krzr+OOP1xve8AadccYZoVNWPO4nFcIQ+/fv1/r164PyIIkHz5C5TU1NhU5OoD8oSE/Wc6XoiIPDsI6yxNEJN1JHR0dVUVERjCNHAthrFLfzAka1z0cqeMqeBYxhBY8A7aOAOCPot7e3V+Xl5QFujsd7p6enlU6nQ1lZLpc7IEmSddKu0cu1vIYXOuX5PMMzc92LxCB1hRsPG7lh4QYmZYGLFy8OdOwoEwgQxtXBss0dTub/iUQi3IvLeaXTaS1duvRInesf64CgaO1FHFNS+DsOnaJMIESYyBMXuD6O/ztUxzMh2ltuuUVdXV3hGXjKKEaYe2JiQt/4xjdC6zGUpccZKZGJx/L4PPAbTEkiFZYxzIan9pva68FUZNj6GmFaqegVY5wwPzpOuWLl81zejZHBPvF7lDZ768IHQUe5Bfdw8u/7779f/f39oU7UEQnGwTyn0dFR5fN5nX/++Tr66KMje+uwajqdDnN2b9YVA/NDQbAveCC8H4HMuzzz15VrHC0gIaalpSUgLF60794LtcGzs7Oan58/4A7OkpISrVq1SjU1NZG4mkOMGGErVqwINEK83BUwtOC8R5MFPGKnXf6dz+e1d+/eSHLQb0JQ3Mh0iJKmE46y4PnjLXpyWmVlZYjTQiesJZVKRTJa2V9XEFQfOMzp5S8LFiwIHqvzJjR1//3366qrrtLOnTt18803R+gyjj5Ay8gDEjBdIfuzoSX3AH2OlClx7SC05R20nF/4N4jP3r17Q19qh+J5np8Xc+HsfA/ZL+aKE+Qhu0MdR2DhwzBKSko0NDSk3bt36/jjj9fw8HBIP6cjDVlsCC0SiBAUHkuCmSDAOKQhRRNkkslksLogIhRaPB6Zy+Uit28A35I0hFfADRauYKWiB8C7gNf4DFZ2PGUfz/aee+7Ro48+qre//e3BAh8bG9P8/HykJMchHveonBlIHkNh8DyMFc+2dUXNmfE8r7flve3t7WG9cSh94cKFIdYN+sDe4o240sZgAVa9+uqrD1CszAMofmhoKFjmQI8gHDR+IFsVJeUxw+np6ZBgwtz4m/MhNME6EegOh7ox5GtiL50eBwcHtX37dvX29kb44+qrrz7gzleegXcKEgCygGfC2tjjZLJQ84mSm5+fD7WkfA8adWMjkUhEYrvQWNxr5FygBdbu6JP/7XSFguTZvlbe5XQM7zt64ohQPOeAUBNeIevnrKH1sbEx7d69W8uXL9eHPvQhJZNJnXPOOZEaWhwBR8T8uQynAYxpymowXviMx2oTiUS4AtCNYjx6b3XqYRdJamxs1BlnnBFCUhhknEkqlQplO94jwM+JPYuHFjCA+L2jOb9tHPFcD8PIZrP6wQ9+oLPPPlv5fF5tbW1auHBhUHrERn70ox/pO9/5ThAO7mW4AnSv1pnQrUS3PlEuMB7lHh4/RFFXV1froosuCn03pWhTcPqVcqUTP3dBBySLogKmAUKl6Tm/k4r9gtevX6/LL788ovDq6urU3t4e8SJcuDFHF+5xmBPrmsSuVCoVkkQQmGR+uvXPiEOdCDj35Lq6utTf36/ly5dH4rTML5PJaGhoKDwDLyCZLNT1ARcSOvCEEpJU2MPnPe95SqfToTMVWci+ThQroYG9e/cGenCPhz2DlrzRCfvDfsVLSnwd8fOIe9Pl5eXasGGD3vGOd+iWW27RFVdcobVr12rjxo1qaGiIGBR8h8YXHuNmcH4oXm/q4Z4jf+AZP89cLhf6/npbRkdR8MjitOYxRX8mBhznAn86b/r/mRvPQCGxf75OoG1PsGPE4WxHczCSMbpSqZQaGhq0Zs0a1dXVqba2Vvv37w/rzOVyGhoa0sc+9rHQRSmRKF7v6HN3g8I97HiCYXy/3KPnth3irNDV+Pi4xsbGQlLj6OhoJFEJg8A96kQiobq6uoghuGvXrgii5gYi8kRSZM5uBB3KOBJz/QMO7y2Mx0HCCMNrrBDUHjsqKysLGY5xS4/nIDTI6MMag3C8+TreFQKru7tbS5culRSFUSD6oaEhbdu2Taecckp4FkyUShW6vExNTWnBggVBKeCdOUMh0LlGCggM4UPsCeZ2z9H74sIEXV1d6uzsDELfvbPS0tJIyRMNB6Ri0wiEYCaTCYYMlrNDV7lcoXUfz3PG873K5XLq6+tTVVWV6uvrJUXrUHl+X1+fFixYICnaSJ21ggrg4dPflTOnyUFXV5dWrFgRbh/J5/MRj8EVpZfTuGdGSRLIx8zMjPr7+7Vx40b9+te/1tKlS8P62GPohDkDNXroQFJQLN7thwxaqRAOGR8f1xNPPKHTTjstUo8MfXr5lYceeA+KfmxsLFwyQba3FM1IZ54OC0oK3rAboh5nlRRJiHHvxxEUeMI9f6BwUKK4cRb3ilyB4T15qZd7z9CXx7RnZ2dDRcDAwID6+/u1du3aSAJT3LBymkYJplIpjY2NafHixZKk008/Xd/61rciCBQ04z9jfdAJBgPhEzeM/DPwNeEaXxuGJbKhq6tLixYtisR/eTeZ48wJ+nZFDA+4Vw0/+HuRob9LnesRz/UwjJGRkZDNhxWaTCZD4wMECv9Op9MhLsvPXVlAAFjy5eXlqq6uDg0QEGB+abZ7s17bibJ3QQlTJBKFNPmjjz46CEesy/n5+ZC809zcHBEqHjuLvzN+R2Q6ndbExMQBnixzhjG933EulwvJKvl8XiMjI3r/+9+vvXv3houwJUUuEnDh6F4X8SiHimFG3keCSnd3d+QKPCnqQXd2dkZ6Drt1772REcgOp83NzWl4eDjEJRGokoJHhkVfXl6ulStXBoHr5RHudTvygVXv8JjDbdzx2dfXF4lPs0+eHcu68cbj7+QdxBIxVJwmqqur1dzcrNNPP11VVVWhmB8hybP9WSjfuNff0NCg9vb2CPQpFZuQeLILv0fYezKfe8HsCXTgZ+XC2Gk8Hq7J5/N64IEH1N3dHfYbj5L3AfvncjmNj4/r4YcfDjIik8locnIykmfh7+b7vk7eXVVVFS6rcCibvWE/3fNjDZSIfehDH5Ikvec97wnGmGcbu/GMTHC+oWWnZ1f7ufpZSjoAkmdvCXekUiktW7Ys0DLPc7SA33kNN+cc9/L5MzY2FonT83NuWzrUcUS5HobBVVges3KG7e7u1vDwcIBEUE61tbURixVGIlnH0/Hn5+e1d+9e5fP5A7ysOGE5zMvz8TK2bt0aeXZJSbGjE/G9VCoViRvCbG4NO8M7PIp3yByIh6FIfG4OSboSSCQSIR49Pz+vk08+WZ/4xCd0wgknBEaUigYFjO5eq1vpkoLHiLBxASgVDJWPfvSj4cJz/517Q3423gCAfq+LFi06IKmGveOS98rKSs3Pz+v+++/XwMCA6uvrA93wHvfqGQgFScEI4uwxYLDePRGEPX766ac1NzenrVu3asGCBcrlik02+OOwsMOk7rk4rBtHChB0xMNY286dO9XX1xdo3JuZME8Muj179oS8BcIcGErQclwJMV8X7NDajh07QjzavUOS/zxRhzpc7+/tCo694VxPOOEEtbe3B1jb4Wi+xxlWVFQEBIikHM6adxLiwbNyWqbZBnKmqakpIDGs1ePX/Ix9RZmPjY2pvLxcl156qbZs2aJ169ZFbmoi65s1OB0Rx3blSGkge0MIZW5uTj09PUEJx1EAEp64zP5ga2d/PE4aD4/BM+4tM+d0Oq2nn35a+/fvD3QyMzOjZ555RqtXr9bFF198iFL+iHI9LAMGRWAnEoXSFBqgt7e3q6GhITC+ZytKCh6jW73eoJ9C62OPPTbSWQUh7rCoCysEkgvH1atXq6WlJdKY2xWNw0sQq1v1WN0oROaPwvNOOJIiyteVscdEmC9lSfwcgfvZz35WknTzzTersrIyJMeQ6OPKzZ/vsCEGBILV0/cxej784Q8HSNeTyDgrj7VlMhktWbIkGDq+9wiP7du367nnngtn4QkZuVxO69evD6UpiUQiwJ/QCArSY+6e9EKvWhSiK3XKHhC8AwMDeslLXqKLLroolPZ4+GFsbEwDAwMaHx9XT09PgCGlYkzfhVi8zALPhwxXfs9+d3Z2qqWlJfyOLFrfT/fE/Uoxksc885ezYw4obKdX4thSMXbMJeTuibrn53NA0YIO8Wzg4FQqFRokuMB3eByli8e+ePHi4H2lUqlIL15QlUQiEYy8ZDIZFKXnMvge8De/932CFqBhDLxkMhlisSBB09PTBzU63AAGXXFDmM9gDE9MTOiHP/yhxsbGdPnll6urqyvwiSNUGDAdHR1qaWkJnqg3q+Ds4vxFoqbvATToNDEzM6MNGzaETnPICuLvL3rRi3So40jM9Q84POZKkhI1YaOjo0qn01q0aFEgDg/ou3UJIUsK8TjuLHSrEcWFN0vLNUmR2jsEqlt/wJYojYqKCk1MTKi8vDxkDbqQlIoem9fg0phfKsa6crlcJG7iShuluXv3bu3evVvPf/7zQ69dGF+KeqFk1koKljTwJN6Be1koFYegiIWhvIGrnFFpV+fxGRcW7IFb5Sg4IGb2y9cN1DQ+Ph4gf/bLDQeHGzlTRyUIHXjIAKFUWlqqsbGx0KGH52JoEZtmzgMDAzruuOMkSXv37lVNTU2YP57U/Py8lixZIqkQ8y4rKwu1wD09PaFMxmFdYprQnqQDYEI/U/Z6cnIyGBauuJ2GQTvi9ORn6DCx1xM7hOpGBv8nwckNBE/Yc7pxZIk8Agwgrl0jXOFKzZ/hz3bo1DOAHa1wLxRvsa+vL1wo7vvGPk9NTR3Q1tDbo2Jk+l64ceGQenwdrNuNblfsbiRjaKdSKQ0NDampqSnCL3HEA9r1Z8IvnCv32XpjlzgPgdzwDE/o9FACcpb8kaOPPvpIzPWPdSBgIMh0Oq3t27dLijYTcCs/n88fcPONw7hYZ7QsQ0BAiFi0tbW1qq2tPSC24pmV1LSioBBaKMnPfe5z4QYNWi+6AAPqwzNxOI66NU/QkIqZggiBiYkJ7d27NzAC70FZubXtnWDm5+f1/e9/X5s2bYrsnSc5wazMyePQnlDlwg5BGbdF8/m8+vv7I968w4B4Igz3UPyezZKSEjU0NAQvG8gUhQcc643lSeDwWODXv/710AfVjaaSkpJwe417xRgaTzzxhPr6+sIa2tratGfPHu3evVulpaUBzobeUIhf+cpX9I53vCPM79/+7d/U29urpUuXhpicQ7BAnnhiGI+ch8drMcLS6XSkiQXzd8gPGiVWy37Mzc1Frlnz+LErT/fyaaYAPDo+Ph6hTXjW+zQzuru7I3eFOo2ieKhHd96E971LEvFO7yXsCT9SMQFIit5/LEkLFiyINHvBS2M/oR83LDKZjLZu3Ro6bEGrjkLEeYi9jBt/iUSxM5vPz7/jyFAqlQq3KiUSiZCt7LzqoQ7/fzwHw3mXebkx7DLJ99oNLGQHxjFo16GOI8r1MAwgR4ivsrJSa9asUXt7e7BMIU6EhlSE24gtQTgIgcHBQWUymQPauSHg/QJxGAB42Vv08V6ewzshukwmo4aGhuBZO7SLAsXLdo/l7rvv1sjISIAm8TbwgqQiTLx48WJdcsklQehRazsxMaF0Oh2x6EdHRyOWKb1gHap1CxXmhClh7nis1JU4c0Mh+Jq54QjInZ9jFCDopaIwzOVyIW6KMkUYSMUSDBdieOLsK2vAuKioqNCll16qysrKA1oxutL3dyFQiaMhVBHgZKcPDw8HWiHjt6KiQueee66uv/76MN+Ojo4DID2pYET97d/+bYDs3YtkTw+GuvAuoEk/F6nQrhJ6kApKGyiSMx8dHVVvb2/ISPaOQO51cTYYhYODg0okEqqtrY0oc3jIa2kR2vRohmacpuGreGmXl4OQ4c9n4rkHXtaC0oY3UC7sLzTphglGOglB8Ig3gCDO6/vsHr/TrPMTsuZgnjUtNePGaSJRyJcgxJPNFm/5Ip+jt7c3IG6O5Hhy2dzcnN761rdq165dwYCJt190pekXb7BXlOS5Ec3c3cA41HFEuR6GgZUEUY6OjkaURTqd1tjYWCBoJ3KpGLB36z+bLTTTRiDEYynupfIz0vClQiu5TCajffv26ZJLLgnW8vz8vC6//HL97Gc/C8Lnuuuu0/bt20OMyuNlzMUZXZK2b9+uv/zLv9Qtt9wSICOsUuA/BJwnr2BIuEIiW9hLCWCQ0tJSXXjhhVq3bl3kphlXLCMjI0qn05HyHhf2KDTfL54tRROXUEDEr1Bq3hTdoUMuFGcMDQ0FOBgob2RkRJJC0lE+X8iABknI5wslOnELPJFIhBaM7q24InbhgiFQUlKiv/mbv9HHPvaxYGxwJniWwIt83jOTKe8pLS3Vtddeq6amJg0ODobfT01NqbS0VNddd51e9rKXSVKARzm3np4e9fX1hfWghCorK1VdXR28KPdE8vl8MEihO5Q/+zExMaH169fr2GOPjXQkc0OK/fPkGBSNhxUkad++fdq2bVskLAIfJ5NJbdu2TX/2Z3+msbGxiAGDYsbY4OfcMJVKpYJx7Hy7bds2/fSnP43Ee13RuRfpfJBKpUJM1BW5J5BBDxgafK+pqUnpdFojIyMB9fE1wtueGMVzQCbwskdHR4PBS67Ik08+GVkj68J4hIdaWlqUTBayv1G0IDfwm9Ph1VdfraamJo2NjYUYPfP0PAQ3ttm7eO0yPLd58+aAGHmezKGMI8r1MI2qqqpI6QzWdiqVCtCtJ0xIRWEuKaJwJIVbU1pbWzU3NxcUIP168T5haqCOVCoV+q5WVFSoqqpKF110USQu9vrXv17HHntsRBklk8nQoo3PSQWiZD0kjKRSKS1fvlzf//739cpXvlKJRCJcfgxjuSVOeQ5z5J3x0hG8tXgcqqysLLSeY3+8lo8/zBfFx/8REvl8oQXhjTfeGPGO4kLZYSfODIGZy+XU3d2toaEh5fOF8px8Ph8gRYwkSaHT0sDAQLC+iTcSS3aPgHpnT45B0EmFuPnAwECYM8LBoWG87bvuuku33HJL5PvA1e6px5PsXJiXlJRo69atSqfTobUg9FBWVqYVK1Zo8eLFBygDsk1JeHGPRCr2MQbh4L2lpaVqbGwMsUv3Ulg/uQN+tq4UHXZ0Lzafz6uuri4gKvv379fIyIi2bt2qv/qrv1I+XwhtYGDyrHPOOUdbtmxRX1/fAXAmwhwYf2ZmRn19feE8460/pULZ3v79+yNeJkav0ymKDn7DKCIbHzqlpSaJV5yvxxnZ47q6umBo+b7wnXibQ+QSBg5rHBsbk1S4X5r1MGcMZJdtvl+pVEpVVVVBfnnIxem0rKxMz3ve81RZWRlJ+vP9Ym/y+eIVifl8PtLIBWRuaGhIw8PDWr58eZBH/DnUcUS5HoaBUINg6+vrI4IT4ZxMJgMTYAlS64qgI0aD10n5zUknnaTa2tpIcotU9Lo8YYKepolEQm1tbfqbv/mbQISlpaU666yz1NDQIKl4BRQKjHaDHouC8SjaponD6aefHhKC4pCYZ4oiGLgUHub1ZCUXVJ7gAkSOApmbmwtQtFQQ1HV1daqpqQn7iueZTqeDQmSvSkpK1NraGhE+njiBcsNQmZiYCNY73gDxThcIGB4OvZeUlGjlypVavny5ZmZmtH379tCHmQ4z7EV1dbVuv/12LVq0KHi4bmwhIFHQktTX16eHH344CC2EZFlZmXbu3KlnnnkmnDvGAkI5lysk9Tjd8LuRkZEQ5x0ZGYlkvDoaAU3k83nt3LkznFUymdS6deu0cuXKQJvQqUPH7gG6EvUYqiMg2WxWTU1Nevjhh/XTn/5UTU1NWrp0qX71q19FPuseHPQMrbPepqYmlZaW6vTTT9d3v/vdYPDAr8zn2Wef1V133aVVq1ZFvEIMFUkRxbZ48eLggXGZg0OSp5xyil796ldHPDCH+vHg3APkfF2OuPEpFY17eJzP/+IXv1BnZ2eop4W2XKHhxfFv1jkxMRGUOUjG3NycHnvsMUkKHvOf/umfRsIf3nAklUppfHxcXV1d4Uw9h4PQlvcfRv7Mz88Hw5R9wiPmwgPySeBz3yvOcmpqSul0WgsWLIiEfNzROZRxpLfwYRjuKTFI93eic+bn5zCVZ89JBettyZIlQVi95jWvCQoPQYkCx1pHqGN9ArE6jOkwoEPLMDvrIUZHvEgqKnDKEJLJpPr6+tTc3BwSBGACsp55pid5jI+PK5PJhBaM3uHG4TniOh7jAm7lxpBcrtDejku83fvyvSUju6qqSpdeemnEeo8zG2cApE+SEHvB/aWjo6PhTkhKKoDuPC4qKfRq9kvPOX/eNTo6KklBiHl7N18TQnXBggVqa2tTSUnxSkGEJrAb5ybpgPXRmvOHP/yhNmzYoDVr1gTFAF0dd9xxkRtXoE2ex/7/9Kc/1cte9rKA2PB798AZ7HcymQxKvLGxMdAJ/IHCikPby5cvD9cF3nDDDdqwYUNQwLwX2mc98a5FXlc8NTWlwcFBnXzyyRF+lQpJRK2treFnjojwrpqamojRjMKQoklJKHve6x3bmJd3/3KDA77N5XLq6elRU1NTpDSG5xPC4BnXX3+9JIVs23jfa5dF7KEbPffee68GBwd11VVXKZfL6Z577tF5550X0It0Oh3hIWB4j8cSBnBawNum65T3JOfMSkpKDkjicnnHv/1cJIXGOb6e5ubmCO+x346E/LZxpBTnDzi8FAfioDzCYzs0w6dhQzZbLKL3JAoXSm6VcqQoPIQlMUCPDTqU6K3p8JiwfhnudWIturXM+z3WB5xH8hLxEOYI42BdEk/l+0NDQ3rwwQd17LHHqrq6WiUlJSHjUirWw8bniHL3eBCCnvk5zOhwpyRNTk6Gc+I9fBfvgbOhLaF7oSh2nk0pD+/O5Qrt2+rq6tTU1BTJFmUdlDK5UONc8bDiN8fgxc7NzYUMb98H1kOLQIQmRod72OwZym3Pnj066aST9Mtf/lIbNmwI7RJ5N/NwIeZeCXRDOZd7LRh1fM5juQjvuMGIkGZACw73e46B/x4jY2RkROPj41q9enUQ1KzD5+PwL0acG1wesvE9dLryxgdPPvmkNm3apNe+9rUB/TgYn7lnHR9xfgTy9F7Wzz77rJYuXRpCMa5s3DBEgU9MTISSLT8//qY0zmFXkKWbb75ZAwMDetvb3hZ4jtIylJc3znF65lnx9TFHFJ+X3WEUQYM+TzeA2Xs/C9aPp8u7WHdcPuRyOY2MjGjdunVHSnH+WMf09LT+v/a+PMzOsjz/Psvs+5qZSWZLmJAEQggEEJCIIAQLFnppBRoLRUVBgiBipS6tV8VSbLFYNhUr2AoIVcBWKEijGIOBQMIWQrbJTCaz7+fMnHNmOed8vz/O737m/r4MEurIoH7PdeVKMnPO973L8z7L/SzvF77wBezYsQNlZWWu7EAeVGau8Wo1Wp30IIEZ5aaHXhmLGXhUnGRO3jeqFig9QgBW8+iFlPSPN9VeYyFUJvwsYz3eg8N5URGp8qLQTyQSGBgYwBe/+EWcfvrpeOKJJ3Dw4EH09PS4GmdQMPMCbMZROL/u7m4XvEVjhVY7vQJ+PhAImIBS5cB1I+StjQjojbO0RIVhKJRpA5lOp63xAwDU1dVZ5jXgbvmmf7zZxHwnfz8xMYEdO3a4LH2uDRUL94br7b2EXW+iofBhFjn3OC8vD3/913+NxsZG15i8SIrCyWrsKX8TSqTS1GxrvpNCkagLYUgmtlBRc8yqCDmOSCRiCVZULKpcioqKUF1dPev31XNXT4pJeerVUHlQIOs+69kMBoPW5GX9+vXmkXsFO8fhVRJ61tSgmZycRCQSsf2kd7x48WIbJ40VQrscO89hfn4+qqqqZl0LTVzSzHm+PxwO47LLLsMNN9xgsoMNPbg/NDg165pz8coQ8gPfr6iY8h2V7GzGl3qwvGiCSpP8qI6Jyi+VrargD5d85ToPlJWVhb/6q7/CkiVLLA2dTEUmoxCiJ0tmBmYOHDedsSuNt2n2Gw9nfn4+cnNzLX7KdwEz3i7r+8hweqDV+td3E95SS18Fejgctqb6k5OTVr/G99KC1cPOd09MTODRRx/FwMAAJiYm8LnPfQ4PPPAAAFjSjMLAExMTGB4edh3CVCplCV+ctxcGZwyKpIpLkyDUS2pvb0dvb6/LQ+Ycuru7LR7GA6lJG1wbvpPePdeW7ReBmU44AFwJLI4z03c3JycHixcvtvcEAgGb7/DwsCthjOuiwlZjsFwj8h+fxwQV9a715h4Sn0Ue1VpoztNxMhnPhPLJ+woTew1OGoCKavBzXqWkwjoajdqNQdoSkOPMy8tDUVGRy5MiIqG8rvWySuTrZDJpdwZrFjuNUT5fBX5BQYFLYfPdHKOOw3sOvZ4Wy/rYzINng/XGrG9l7LGtrc3luZInSHoWU6kUurq67Oea28DMaIV4OT9VRnpW1QAn/+i71Wjis/RMco/VMeHe8ZzwPHG8jHur7PGOl2vK9eXYiFTQID0c8pXrPFBOTg5Wr16N8vJyE6Aau+FG8v8qZAivUqgmEgnzRPTgKcMBM91oKBw0jV7fy5tE9LotKg211NVins0Y4JyUSTnetrY288gVQlMBRGE1ODiIH/7wh671O+OMMyxNn8/leJqbmzE4OIjS0lJXshH7OXNcVGqEylXJq/XMbGsA2LFjB7q7u23czc3NqKurc8WAvQlRXFe1rgF3jIyCSo0EKhlm0GryUSiUaQQwODho7wFg8DHhUH6HiWeqeACY4FDlqHtF4loEApkLt7/4xS+a8vQKs1gsZnza1dWFeDyO/v5+UzqauMZewkQN6I3yXTpe5TuFNYnQcA3UOCAtXLgQixcvNn6hp88zoIqLpIiBKjf9W8tXyFtMDmSpkXpPrBfmWLXcieEfbxyYyoHnmQaDjpX8SGMLcPeKVuOOP2M9K5WYnmM+h++iF1paWmrGiSo7GssaW+fzDh48aO/nz2gEe71v8hHXh+urEDS9Z631V4NV8x2YBAXAShT5Oa6feq/cV97sRZmgGeFqXL8Z+cp1HkgPnHYw0ZgNreDe3l7s37/fBDMVHA8Im/mrxcUYBIUQLX4yB5nT+0zN+iVT8Wd6zRkzlr3JUGrVaxKG1q7W1tbimGOOccUxOE4eDAqVgYEBDA0N4brrrrO1q6+vR1NTk41FvS82QaBgYHwTcHs3FNJcP6/FrsqEiWZZWVkoKSlxXfauXWy8866srHT93AstkyhwmOjEvVPoliUfVPbRaBQ5OTmoqKhwKUIaBwqnEknQWKF37XXO6hWod8Fncx25/xSw5CnuczgcxsKFC5GdnY3Kykq7nFzRF+6DdvPyJqNwLBor1CYsXphcjRZvyEChQM0V4H6ogcc9J38BMOTH6+VzXRU2pRepz1fjyhvrp0Gk8XMa0iwpI6JBuaHZ89wbAHbjlsaWub48ky+88MIhqBmVbGtrK6LRqN2JS6VVVFTkqo0Oh8OWH8LxJZNJg6aDwSDq6+tdipr8QnnESy0YXtG6dvIx10QdD/KEQvE0VrhGapwxW9+LvCmPcy+Hh4eNB9T4UGPycMjPFp4H4iFnr16WwahHQU+zpKQEg4ODJhQcZ6aFoF6QrMlJCn2ota0ZrHqoyVzhcBijo6OYnJxEYWGhPZNwCr+fTqetP6oX0tFDBMx4Uzw8hFb++7//G6eccorFn/g+HvasrCxUVVWhqKgIzc3NOO2007Br1y50dHSgurraJcy4VjwMPIwaV6NQ93pcChFyvTgPCkAK0aVLl7pgdAq/sbExJBIJlJeX21qrl6zKWuFYFbS6l1RcanjR6/voRz+KLVu2YMeOHZZRyfWmB618BsBaUM4GrSmcp8pXvUNCqqo8NFvTa+BoIh2FI7+rXqlmpnOtOM5gMGilP9wLTUbj2NVooIJSr0QhbCoJYKakzGsU6bz57tkQDT5fY3xMkNJe2hwjFQrr0Dk2GlHeuCbXR4W/et5qlGp8mGuuvKaeJJBRvieccAJycnIwPj5+SBMOtqykoioqKrL3DQ8Po7y83OZHFI5jVtkTCoXQ09ODgoICQygoT7Kzs9Hf349Nmzbh/PPPd6EvAFydyFSGcT7hcNiFPvD80AhQ3uTaaXhNZSZ5Q/mbFyww6Y77r4bxm5GvXOeJJicnzdNSxgdmPFdCMUVFRXj22WcRiURw7rnnmnUYCoVcCQIUcsxapZBgAhMZl6RWL7OES0tLXXFTPeyO4+Dll19GeXk5Fi5caJ/j2KlAWVqgnhEPAZvIn3nmmQiHw9i9ezfq6uoMhvYmIlD4MKO2qakJoVDIldw1W2JJIJC5KUShO1UqyWTSlJO3DMZLwWDQSmyoVOjZcG6abUgFnZOTY4JUlbfX69JYYSqVwsGDB7F7926cdtppNkfu5Q033OBqP6jv5L6TJ1g3CcwYGul02moYmURGtIMJJOo9USlwTxQl4VzIH5zL+Pi4efx8t1r+HB/HRP7VNdIzwDGoAcBzwjUbGhoy75jPoLLz8iAAq2lWha6hDipNGrrkaU3EYeiCyYeBQMBldPC7NKIHBwftujl9p/IkPWKvh6QGGPeFHlVRUREGBweRk5NjCMj09DT27t2LJUuWuMpaOC7WeWtslj3PeSk6cxXC4bAZOtXV1XYude+5Z+w5zf93dXWhvr4epaWliEajSKVSlvNRUFCAM844w/UMGvBEvGjU0bjU8/LQQw+hubkZ7373u63cj+ddUQwaN+RF5UfyMOVfKBRCY2OjS1bQSFU4+XDIV67zQNogQrsL0QpV656C4eijj7bvh8NhU4LelHjCuRTs/LzGH5RxVHBTIBFmUUGlGZssh+H3WY4BwFVvyZ8TMmQyQDA4c/3bUUcdZZ/VuHE6nba6UAqHPXv2YPHixa4LmoEZiEyNAACu7FcSf8d1J3EvdI04Fno/+myFkvLz803Aej/P1nHJZBIVFRUA4PKwaMmrgm1oaEBlZSVCoZDFzphws3LlShNC/A4NJB2bl4fIF6FQCMPDw+jp6cGxxx6LUCh0CHzJMbJcJicnB5FIxHUNH/lC45bcWyIaXhjOOzZgxrtTyFA9R/5c49F8N/djcnISw8PDaG1txXHHHWfrqgJb+Zxngp6jejneuCsVJnlEEwvVgOE8NT+CAnxkZARVVVV2PSENUj6fCkXfq0qXCoBICpV7cXEx2tvbEY1GUV1dfchNMqxp5n7yuRo+IJ8RjQiFMkmERCtokBOaVqNQxwLADFBdnxNOOMF+X15ejs7OToyPjyORSKC6uvqQenMArtaofAdlne7XBz7wAVcCHJW9ru0LL7yA4eFhvOc97zFjmPuuKI8qZOUb/p+G61upc/VjrvNAXoWkgoAMlpeXZ4ydSqVQUFBgcIfCTSqcHMdBNBq1gzAyMoLR0VFX5iYVJ70QtjBUAU1BRGalFZ2bm4tjjjkGhYWF5i0qBJibm2tF7VQajpO5NcabtECBwQNEZcN5aLsyeksc0+OPP26eRSKRMAWmAo1CXuFIrj0tXK4fBY9mi1KQKNTsVSL8o7FErp8KucLCQlRUVNi4CL3r9xi3pqdDT4meA9eGSUzhcNgSL4CZFm+EUwcGBuxuWCpKrsOdd96Js88+22WYqWXPcWgRfUdHB8bHx61jD4WMKlHddyBTJ9zd3W2KnZ6/IhOcl3efAFi3L5IaT1znyclJ3HLLLSgsLERLS4t5YXxeMjlTx8pwTCqVcqErPEv8nTdvgURPlTyi8Uq+1+sNh8NhaxjC8jZ+R/nTm4VMPtYYpPKvwqjMEI7FYlYeFgqFUFVVZYqG3r8+R+WOvndwcBADAwOusSq8yv1OJpOuTHS2UA0EAocYjIFAwLpa7du3z5LsvOeGZzwnJ8fVjITKjzHaQCBgrS9TqRRGR0ftd+yc1tfXhwsvvBAXXXSRK7tZw0WOk8ljIAqgBmkqlWlg4ziOzUtr/t+MfOU6D0Qm1cPEzaWCpCVMhqMyAWYyiL3x2qysLJSWliIYzCTzVFRUWAtE3rah2a+OM9MYXxU9BYsqex4WwokqxPTwAe5M2MHBQfzZn/2ZCVcyLN/Fv2mRAhmhzEJ2Pjs7O9s8LcJ/hHO8FwgoXKvWOg8PEYLx8XGD1/gZjeMAM9Y514l7pFBoOp3G/v37rf8wn6kCVNebWZfqHQ8NDVlGrRo+fIZ6f5yDV5hTGDGjk/dkBoNB62oTDAbxN3/zNzhw4IBLSHMehFgHBgZcCvOYY45BWVmZJcHoDSL8jApTzoGfU8+TSkzX2RsvDQQCBh9yjxnGoGczPT2NwcFBnHjiiSgpKUF5eblrb6anp9HR0WHdpJ566ilbE86XCTt8tsZ/OQ9gpk6ZDejVi1MFy+9SATmOY96tV4HO9m+uEddPwyU6Jv67trbWUCwaDYqG0dulYvV6/145lE6nUVVVhaVLl9qZouemZ5byiZeKk2/5eY0D6/9LS0txzDHH2JoEApkaeL0cgIYux8v4NFEzRZ1isZhdxEF+5Lrl5ubi+eefx549eyx2queXpKE1RQ9HR0dNbgWDQSQSCb/O9Z1OgUDA1c+XjMksXO2IwwOg1rgebIXZqCT4OXqTPAjT09MoKSmxWNv+/fstRZ3PorDXOjH1jinYOW49wKqM6QFUVFTg0UcfRUlJiSlu9cBVYJDhtdRIvUPC4WeccYYr9sXrpbwePb9PS5pj4+foFfLZ6lVpLFC9Vo2XaUZ1Tk4OEomEy8unB8tnMW7IManSJvT9xBNPHJJdqUbMwMCAK7NUjRIVTpWVlRZK0AQuCihtwce947wrKiqwYMECez7hQo1NKe9xz1Toc29KSkoO2QuF2/l+jn1oaAjj4+NWhtXf34/p6Wl861vfwksvvWT5BuTV8vJynHnmmWZYDAwM4LXXXrNMV72FaMeOHa61HRsbw8svv4yBgQFEIhGr8VYlS0GvxhUNWzUsvQKb6875alY5eUchajX8KCOU/9X4pdEDzECozObnd9Vb1XFqra3G4VWp06NkZyUAptRobLDLGg1SrRHXZCT1SEOhkGXca+Y2jbbx8XHzuru7u62si2dAM/65RzTgKisrLVzEOdCpyMvLsxpfol2BQMBuhorH47Z+fB9bbPI2qMHBQTz++OMuL//NyFeu80CEe/g3MOONMvGIyQskr5ehcST9nMKntOJ4F6JCs9PT0/jVr37lgkM0tkHhpAkCZGj1OtSjTqfTrosFOB5mkPI9eXl5hySeUMHx97y/U+FK9aJ5ONT78Qp9eq2qGChoKEi8DQlUoHFfuDearcp1Z5ZsZWWlJaixRIdCVYWY1wih4i8tLUUikcB9993nKkMgH9BQWrZsmUuhqjc4OjqK1tZWtLe323PV4NAL42koqEfjOA5efPFFu+hAPQfvunjfrx6n8qnyqyIayi/6s97eXuMf7dP74Q9/GEcddRRuueUWtLS0oLe3FwBc8V16G8PDw2Y4NDY24sorr8T73/9+XHbZZcb78XgckUgEt956K37xi1+gtbUVfX19iEQi1r94YmLC4EbyEnl0ejpzk8/f//3fY2hoyHhxeHjYrs7jPincrQaqt+5alQd5kvsAZJqB0BBXhUgepJebSCRMefPM8r5neqH8Lo0J1p3zTKjxQx5Qw5V/ent7XQlIyh9eY7a9vR1jY2P2f+/F9ipr2F+Y44nFYq56UxK7omkrQsoxRba+/e1v2zWaNB4Ie9PLVQidtc2cT1VVFdavX++q/38z8pXrPBCFBzukqGcCuK/GImyiDE7hqJ8JhUIuqEWtYK0fVMXz4Q9/GIsWLTJGIzMTRqSCU+9RhSqJHhoZURU/rVVvcgIPydDQkCuO6TUi+Dz1cLhmFE7eOCgVnDdBRz1xro3G0TgvxpO0BENji7qGTBLSchOO0SsoiS5wvN5kn4KCAjzwwAN2k416uV5YUIXd1NQUNm/ejO3btyMQCNiVW1wLAHj55ZfxrW99y75HoaT7oe3eCgsLXUiGdx34h2vmNVrUKOFaT0xMWGMPICMYeWEAlfzy5ctRWlrqMriCwSAqKyuRnZ2NFStWAIArFs39jUajOOKII3DKKacgLy8PpaWlKCkpwRe+8AXcdtttCIVCVovb09OD1tZWbN68GZ/73Odw0UUXYdOmTdi+fTt27dpl8UEiTAopct6jo6O49dZbMTIy4kKKeBOVZnp7jT5VuDSqqQx51tPpNG677Ta8/PLLcBzHbuZRXuR+0vijx8mzzDHQAGRoRq+D5B7zvOjfyn9exTY2Noavf/3rGB8fn9XA8qIbRxxxhBkRmmDJ9dRMdIa3aBT++Mc/xpIlS9Dd3W3yQBOhuA6UrY6TuaFLPVNv0hjfPTk56eJLllOp8aPG0OGS37j/bSQ27j9w4ABycnIwMDCA+vp6s4oVHlMlGo/HLVOTDMykIPVGdSvJYPw8MFNUn0qlXDCVZv7qc1QQKGzIsTE1Xb0VWry0EHlw9CDwMHN+XsNiaGgIwWDQZY2yrpZWMsdNRcEbYpjcwXXRZBHCrxobHh4eRn5+vmUyx+NxV52seiBcC/6cTc4jkQiamppcFji/D8Bl0RP20qb+VEqJRAKxWMx1zRWfoVmeFMQ0YtLptPWDplJSQyoSiWBqagqdnZ046qijXG0g1TBRRU8Pgs/hHmm4QgWoEj+nPDMxMWHX8TE2qsqRPJ2Xl3cIP/NvXluXTqddxhO9DG0Sz7mwhMRxMj21+/r6UF1djdbWVnz729/GT3/6U9fYzznnHFx66aU46aSTXLWTNBS5FjRG2tvbMTU1haamJuMtjflzrWg8kBe13En/1i5WqVQKL7zwApqbm63fL/lPDULGRgmTAhkFsWvXLjQ1NblgfTVQde05BvIv56dnSUMc3C9CzxwvPXs1YPk98gT3jediNvmnsiIWi6GhoQEA8OCDD+K9732v5ScwH4HPYNiCZzEvL8+a2PAKS33f0NAQRkZGsGDBAnMweG5Yx67GcTQaRXNz82E17vdLceaBpqamUFxcjEWLFrmEExlQkwAcx7HbLGgF0yPQWBoZkYJXGZXvbGtrQ3Nzs8v7UO9LD4fGZngIVRATquF1TbzthsLFq5QpmPhzVbCqCFKpzH2rTCyiEGJyj86ZY0mlUiZU6eGqccHDR3ha17yqqsoOv8YfWQPIkiE99MnkzHVvmn2pwovPpJLi/Pft24eamhqUlZW52vYBGU9OvXHNJObfKhTj8bh5KEVFRYd46p2dnfaMqqoqyyidnp7G6OgoqqurzchiHItXjamRp7yp8VIad0wMKykpsTXU/ebzmXgTjUaRTqdRXFxsZVSqLL2KWz1mKuVoNGpdkDhWb+JXd3c3AoFMScrQ0JDrqsH+/v5DFCsAfOxjH8NRRx1l50BjiTyD5KFoNIqTTjoJAPD9738fZ511lqsZiHry+n8mVani5np6k9TWrFlzSMxazzw/RxREe0cztyEajaKgoMAUhZ5nevPq5XKe3os7VGkROaLiIcRfWFhoZ0C9ykAgky9QWVnpkiNaUkf5o7KGc9qzZw86OzuxZMkSBINBM6L53Wg0al47x6cXaDA840UfSkpKzLCmDNQ5cfw0sFX2vBn5sPA8EK0jwG11Am5lRqUE4BCFpAyvF4ZrPISHmQq7sbHRlRigMIgKU1UkXkhSP8PxkCG1LOSll17CTTfd5LrVQoWkfter8MLhsHVs4jqo4uDBolBh3FrXVj1kWvTqpashoYeOcBUTJdS7osUbDAatFV5JSQkWLVpkGadc1zPOOANVVVWIRCL2/UgkgrVr1+Kaa66xuBbXlrATBcbIyIitk3at0jge1ygajSIWi7n4gkqltrYWCxcuRCgUQlFRkc2PGdfc12QyiZ07d2LJkiWuJCANJ6hyVZ5gLSx/7oUHGcMPBAIYHx9HS0sLjjzySFcrP+V15TPlNzUWd+/ejYGBAaTTaWzevBkbN27E1NQUIpGIGT5VVVUWsy0sLERtbS0KCgrQ39+Pu++++5Bzef755xscSVL4W5OdJiYmXHxXV1d3SBhAEQT1NPPy8hCJROzibvK4F3Fgwo0iFYrC6Nkhf/Ash0IhNDQ0IBAIuNoc6vdoeOp6U74wzkxlqt4eY7o6ZoaSuGYaduGa0DucDSFTh4BJUgyhpFIp5OXlYdmyZa62j6FQyNaQlRGKNDHMQSOJcyPkr8Y9jWavLFEUgXt6uOR7rvNE9PT0IFIJKsMDGWZVhazQnR5eDcDzewCsqQSVideyVChTvQ3+zgsJKqSnHjPjl6FQCN/61rfw0EMP4fLLLzfvkAeUz2aCDeeuB1gVuFruKmgJGQ0NDaGiosIyo72dbLgWwWAQg4ODlsBApUpho4pU36WxJn6G8KV3PBS+r732GoCMRc2erFlZWfjP//xP1NfXuzwML1QXCoWsDEnjq7o2KhS8vME5EP5Np9MGcbENHVsiOk4GVk8kEmhpacEzzzxjMVs1hLzC2AvLqzei8Xd6RSw9CgQCuPjii1FVVXVIhynlP/0/ST3AVatW2WdPPPFEeyfzBIAZQ4sGHj9fUlKCr3zlK/j85z+P3NxcdHd34+DBgzjvvPNQUVFxSL9d8rdXcVZWVqKjowORSMRKUtTo1edwnjTAiPioEUxvWOvPWbeaTCbtykLA7eXxvVwvhjaCwaAhG3w3FbVCshoSIIxOOJgKhwoqEolYeEYNYp57HQvnpCEG73poqEp/p2eRtayqNNnUpLi42OYUDGYqLlTh88yq8tYcFIX4ycv8Ho0pzml8fBzDw8M4XPJjrm8jMeba2dlpVhYwY+Hz0m3g0Iua1aLl//l3X18fksmkXbquTE+GUqXLf3vLAUgqKPk3b99RL1LbgrH+j1Du9PQ0EokEcnJy7FothWxpoTLOwbic1pyNjo66hJYePgpttao5VhWCCqMGAgH09fVZej6V+sTEBBKJBIqKiswy5nMocGj5qlDh2pLUu+vp6UEsFkNTU5MrBktFTS+DsSBNTNG1V2NLISmNXyk6oQYTSVEH7peWdgUCmaQOrS1WftHkEfIHlS+FqqIOip6QZ9VQ0huANIaq4+HF8vwZ91S9DG2CAWQSYpi4wrVm1q8K22Qyacku9HQ3bdqEdevW4cgjj3QppcnJSdx777340Ic+5Lq4AYCFU5gDwJ65ekYpvL17o7yiyBVzC8jnPT091pxBwwgaKtAL7xW+J+8ojMwxU4GSPzQ+yndTGdP45NlQ5ahnkSiLxmWV/9iFjTyk7SNJPOvkLc6FRjPh51NPPRX//M//jDPOOMNiw8r3fKcXddNQEz38VCpzBZ+3wQk950AgU7Y1NjaGiYkJrF271o+5vlNJPUD+0VaBygxkAPXEyDD0/qamplBZWWmeilr+ahmrZ6XKQa01b7yBgpv/5/gp3Mio9Mz4LkKFAEyJ8rDzwFK4Ok6m9uzBBx/EBRdcgKKiIoRCIbPuOS6OTYWSelOcjxoTwWDQDn84HEZVVZUJIt5NmkqlzBqnQGUjBmAm3b+zsxMvvPACzj777EOgde8hrq6udgk1vdlD9zAWi7mSf2iZq5HBOXPtOHYKJa9S1v3i3Mg7TG6qrq4+xGBR/iHfcZ+ff/55rFq1ynUfqioI9bBVqeqea7mF4zgYGRlBaWkpYrGYeZzkdYWs9bwoTweDQezfvx/l5eXWaF33hN/TPsr8LpvR5+XloaamBo2NjWYIqpcUDodRXl5uhuTExAT6+/uxaNEitLe3Y8GCBa7MavIe+U75hOvNzw4MDFhHM+4dezJzrgsWLHAhLN5zynNH7y6ZTCIWi9l8qUiV92icUHlOTU1ZpQGV1Pj4OKanp12GH/dnYmLCUCJ9PvmFiUYcJ9+p8DZlhzYqUcNAjSmeH/4uJycHTz75pGVlqyFIRIjnmGPn+nDuXFPKDv5eDW4tDcrLy0NxcTHGxsZwuOTHXOeB9JADsNpQtdbIzAo1ATOHSj3bmpoaE3oKRCjs4oWgNN5IhtPPArBsSB4Gr/dLqFlrDb2GAA8W77dkhiH/r1DZWWedZQqDh0uTJrzWuTav4LNCoZA1c1ArX+vpHMfBpk2b8KMf/cggOB6idDptXYX4Th64Bx98EH/5l395CISlXhznztg2f8/WbGxRB8AMCF03zpmkc1flrcqCLQnpFU5OTmLdunV47rnncPDgQatrpNArKioyyIuKMCcnx5K3ZoNoi4uLXRcDUCgyC1YVP/lWDQl66VzPcDhsSV00olQBaX2vZoByD4l8fPSjH8Xzzz+PYNB9ixGhQXZx4jg4b5Zr5eXloaCgANXV1aZwqVhDocx1eBdddJHFrScnJ60tY2lpqWXxa/xTDTzyOw2l7u5u+/xDDz2EgYEB43UtI+F31HjUc+1FkXg2pqamMDw8jP7+fnR0dNjecGwa8+Q6alkTvX0Nr2jZlho29Kb5ey9ipt4wY6T8Pc+bXufG73iTNfWsc13ZNILP8hqKNNxZokSFqvP3olv0pqempvDUU08ZvzP/QtGgwyFfuc4DUXhqKjsTTLTWy6scvX8okNkvmMzX29trGZwAXLfGAO7YFQ81oS2F2kKhmVaDxcXFFqvh78ikqoDU41WlQSFJTzU3NxfFxcUuQVxbW+uCp73dZQB3kwcKLI2ZEFqm8OT6aplKKpXC0qVL8e53v9sEP+fDNdT38Oef/OQn0d7ebvFKHjwKY11TJvBQAKrw0diRwtZeZIJrqR4I11jXlgqOHYlGRkbw/PPPo7W1FTt37jSjxisIvTF+HQfgzoRevHix9bqmh6UCWdeNQohZsFT4TBDTkiK+i5Ae+ZD7ofyvBgif/z//8z92wxL3gvPo6+vDPffcg+HhYQwNDdm7otGoK2mLZ1H/pkH2+uuvW1/iUCiEsrIyHH300aY4+D4iH+RR8gPXN5lMWpY09+yKK66wigHdf64xYdzZkm/IF9xL8koikcDWrVtx3HHH4Xvf+x4GBgYsgUeTdXJzcy32qM/mOmuLTlVYNDgom5RH+VmFxsnv2nFNS5tKSkoQjUZRW1uLO+64w9W8QVEnTSTSnBMAGB8fNxRqNufEKz9VvvJdPKNEAdatW2cZ+DQas7Oz8R//8R84XPKV6zwRLTQyjirMcDhstVlUaDw4XuZIJpP4yU9+grGxMRcD5ebm2mGiRauwkno5L730Ep544glMT0+jp6fH5UEwXsoxq5UIzFiVFNReBaAMTVJhrtaweh0kFaQaxyPxEBEi4ppqgwYq2FQqZQZNRUWFeSM8+MxS9I6R4ygoKDAvS+OoFKJaY0gF74VLtfRAx6uKmZ6G8oUiF4o8KJSclZVl3b0GBgawfv16rFu3DsXFxZZhTYFDJetdS46N/EfoWnsd6/ipWLhmHCvrEHnRAJNxEokENm3a5Go8QEVK3lcDhcaT13ihl+FVENwTx5lJQFmxYoVlVlNxe8vFiL709/e7koXI46q0OTZCyJpJqkoRyCjfrq4ubN++Hfn5+aitrbU4rdYk05v2knZu4h6RL9XbpwKenp7Gpz71KQDAd77zHWuI4EVavOeNaA8NRk0AUpif60HZpIiCokU8a/F43BKi1AjQ893f3w8A2L9/v3mtNPJvvPFG/Omf/qn9jN+Zmpqybk8sM2LoiQYcL3Gn8UePnGs1NTWFXbt22RxpoNF45JhTqUy/7bGxMdTV1R2yR29EvnKdB2JXIoU5NM6SSqWwefNm1NXV4bHHHjOhockUZLBwOIxzzz3XYiOBQOa2iHQ6je7uboNcNSWeSi+ZzPRpbW5uxrHHHouRkRE89thjrjR7bzyW4/R6p+pZMtOQ79ErpN7Ig/YqWQo+KhUq0dmSMWh5ciyzKW3HcSwTcjYFRcjQ65F7G3WrJ0vBohZzPB633+v4+DNdK2CmAYKGCXSNVAiqEOUfLWehUaMICKF7CjoKHy/Mqp2q6FkRemYph8KQ3BeFLImiBAIBM/YYsuDPEokETj75ZFdWLw2JyclJF8rCsatxQZqenkZfX98hyI4aRS0tLbjhhhtc0GBWVubC8uLiYuumxGb3Cv+RPxYvXozCwkI7e+w/HA6HXZ48x0RPnT2gU6kUioqK7Fxwn8gL3H9NslGPSg0w7zkkL3NPeJVbZWWlrVNlZaVLaatxPFubTo5BlVIgkLmNicY9jQ0mi+lZIJ+y1aJedKAGN1tMApnLB/bt24d//Md/RDAYREdHB3bv3o1UKoXe3l4cPHjQ5fHSm1QECYDxMeepMoJKcnp6Gv39/YZWNTU12Wf4DPKT8lVpaSkKCwtx9tln43DJT2iaB2JGZiKRMCsxGMyUibz22ms48cQTzfJlcg8VhmbuAe6EJR4OMopeeqwHR2Er3vTBlmkf//jHzZJlTAOAq0G9V0kD7guxFdLRq8t4oMfGxg4ptm9vb8eiRYsMguG4gZm2aGqMqHLnnL0K3mu4qNKnlc3DmUrNdK3ydp5Ri1uFHABbJ+4L70BVKNfrbXDMRA7y8/MtgYLepM5VDRPG5jm+SCSCUChTukMBNFvjA513KJRp/LB7926sWrXKvDg1nDThgwqOAikWi2Hfvn049thjXYaC1lrzeVpyRO+aylbLvACYsuK8uWbsD6v7m5OTg4aGBpcnRGXAtSS/cSxURNx78ioTyACYYUpDKz8/34wWIJP4os0LVBmmUilEIhEAQE1Njb0rJycHK1eudK0Vr3lURIcIEDOG1RPmGnIuNLLIa47jGDrx7LPPIhqNmkceCATsDAKw0iuVIZpUx3/zXPM8cU2pzHUOakQCsIb35FMNvXAuY2NjKCkpwcDAgPEvv8v3fPe733WhdfxbY/16TrQpCnmFa0WZUF1d7TI+NdZN3mAFxqJFi2xePIeHS77nOg/Ew6iZsq+88gr6+/uxa9cuhMNhnHHGGTh48CDWrl1rQlqZFXBfEk7GpTDS+JMKXAo/fp9xBlrmk5OTGBwcxKc+9SlEo1E7yECml6rXm1T4lc+nl6TWKa1Vx3Gsi0sikbDv1dTUuLINvYpMvRKvp6dQVywWMygyGMwkEu3Zs8eVIahejnrIvAdVlSoPJ+fpzYg9cOAAIpGIQUolJSVWuqPjA2CQM/eAVwYCM/1lFV7WOavnTqFK44hdhzgmetL6DDUyaJzV1dWZRzobIqHevc4lJycHTU1NFuviHivEW1lZeYhiKC8vNy+OP9MEJY0vevlLvWoakuFwplMTjTA+V2FU5U0+Uw0cGjQALA6bSmW6SPX397sUshpluifcTz6TECX3Q0uZ9KIIHReNadZu5uXlGbTO76nRod4i56OwJgDX3cocD5PqgBmDmAqSnh/vaNXwCrtp6T7z/dy7qakpO+M8M97r+ejZM4RBaF/r8Gkk6Hd59pLJpGUyM3O7p6fH5k85Q55gH2mGESgr1aDQqgYaF6WlpViwYIFLhr4VxQr4nuu8kAoutebr6+uxbNky+x3b9TFJh5usVncqlUJ+fr5LgPLg8fo6JbVKvcoLyAibgoICfPWrXzXYhcK+pqbGFBkwY7XT0qawoSdHSJFWHzAjRBS6DAaDrpZ7IyMj9jMeOE2Y4FiphFOplDV1oHHBQzk9PW1XWbFukgKDFjgPbSgUckFqjuNY3JGGkFeQLly40LKNNcFIFbfGBFVhEqpXA4gxa1V4/FvfQUi4t7cXzc3NLlhYlReFnV4DBmRCDHV1dS7Pne9WBcQSMXrMNAIKCgosjp9IJJCfn+9KvPHOlfNVfvQqbQovfo+/U1RBy3nohZAXKRy5r9znrKwsS4yh4aHryPdXVFQAgN2yor/j+8gHXuiWyqaiosL4vbu7GxUVFWbAcoxcZyDTwpLt97SpDGtwS0tLzdgjH6inxvg+9y8YDJqXqn2auU8MOZ122mlm2DH0wfOal5dnCpcyhGNWRIMKlbdBKSTPdw4MDJgXr3ueTqetC1NlZaUZLkTHenp6EA6HsWDBAhfqlU6n0d/fb9nCtbW19nsqdw1lcU/oiKihRGOec9fe1JRN3Cf+nv8/HPI913kgVU48nJopy0NNAaP1YUwU4HO0x6sqISpFCmmvdzJbYoEqXQpjtR7ValdPlQpQhTItV8Y5+B29Bm02QQVkLkDeunWr63feJBMAZqlrQhIVO8tT8vPzsXLlSjtImgDCtaaAIvRFRUZYk4Jd14jCh7e6qMLmWPgdrhX3iO/lOnMeNBSYyOMV/uoBpFIpFBYWWlIWUQcWvmtylULT3hCD3gainhjXXn+ukH0wmElkKiwstNphVeAaB+f/tYZTkQn1tqjotYGAxps1vkavNJFImAer+0OPuq2tDV/72tfQ2dlpa6seke6R8gR/7o33cm9ViSi8y/XjZe9qWCk8HwxmEvE0VMPzEggE7E5dvssLwdLjU+SG+0LjgAYP0Yq8vDy8+93vthIiQt+s8SVPdnR0GB/p3lDWhEKZPr5lZWVmdPEMAXA1vOB8KbfGxsYQjUZx5JFHYtWqVejq6rI1Zn/oqqoqa5eofEtU5PLLL8fGjRttzuSNkpISV6Kexl7VuNHEQja8eaN8AjVudZ/fjHzlOk+kcE5WVpbFPnWDvVaSWuJMhtD2ZkpkBv35bMF6VbL8DpUhBR89Cm1+TWFAQa0KAnBnTipcTYNAx8EDQgXb2NiI973vfa5xeb1XksJyHGc4HMbw8LALpqTQ5hyZDQjA5kjvhGNSwct5kCgwCIsODw9bEk8gEDCYfXx83EowWGbCOREGVYOIAojPpyIIBmdqJqempvDss89iYmLClDutdq4BlZO3nInKYmJiAt3d3Raze/rpp9HW1mZzVuNCwwacnyoW9dLVE+X+6Hd0LCQdE5WAl89UgSjvkPeo2PmsZDJpl2J3dnbiX//1XzE4OIh0Oo3h4WH09va64Fk1OHRMiUTCehiTh2er6SRvqfHAciXGqXkuuC4qvJndygRE/lE0gO/wZpjruiu/BwIB82r5vVAoU/7iOJmkI71kXfd88eLFJo8ok7TmnIY356qJfyz7cRzHPEuVA/n5+S4EgwqR3qXOkXFoTbybmJjA//7v/+LKK690GX6EvDl3JmDR0KfRG4lE7Hm8gYvet8q0sbExMwq8fH045CvXeSCv0iRj8udkjkgkYtmgjBkQSgRmsjoZy/PWiFFApNNpi3Ww6TbrYCmsVfAHAplYHpWTWtX6GQph3kyiAi8UCrkSotQbZP2YKhAKZ3qcPGycl0Ji/LyWaqjwLigosKblhK0ZW1OhxOxOXnygwpJjptJSYarCjuNkNqEKWNY2UnkTluMz9DJoFc66NrqX/F04HMbq1atdSEcymURxcbHF2gGYUtSSLK5XVlYWKioqEAhkEoDWr1+PTZs2mfCn4aD7ozCterYcA4WtQoeKSHgNL11Temxcaw0b8ExoUp7GajW7l+OlFxMMBvGud70L27dvx/ve9z4sXrwYIyMjKCgosIYB5GmdJ9eUNeiq3BzHwc9+9jO8/PLLrv6zqtz5TCpMvXZQPaOnn34a0WjU+l1TSXCONEjJaxyH1rart65euXpo6vVTYajhrEiH7iGREPIgFRMAkyc0JtVwoLFNUoVP47a7uxvt7e12m1IsFsNPf/pTdHd3u1APDS+Ew2GUlJRg27Zt2LFjh62NygzlVfJaOBw2+D07O9vVvCIYDLpkFcepLVLJv14n5jeRH3OdB6Kg4CHQQ6NWKGOE9Ko0XkCrVC0tZUaNyVLxhEIhjIyMYHx8HNXV1S5PIBaLGSykvUo5XjKW930kfp6XBPAzmgSg2cxUbiocWN6gCpDCjx2dqMy9cLHORUt/tO+oHg4edgCuu229WdU5OTlmDQOw8ifNfvTCqRRGoVAICxcutBIT3mPqhYcJKycSCYuT0fKenp621n7qlei6qjc8PDyM4uJig8ej0ajr4mnyGJU0lXxbW5sLEvc2L5ienra6zuHhYYuFUfh490GhZeVN/UMlxHkRRlVPi7+nsuNa8dne5vgKu7I3tdYvA0BxcTFKSkpMget+cT05bw23sC2m4zh48cUXsWbNGjuHVPBUfMynoMDX9n1cq1AohNWrV9u5U35QPiFvMHNZERTdHy8ioP/Wxg40RIjeqEHD1obKx/oe1pNTrmhvaBqjijTx/Gk7T8Zpue98VnZ2Nt7znvegpKTEFYLQPeC6NTQ02FlgGRlrnhkn5l2uiUQCIyMjKCoqwtjYmNXFptNpy1JWg0QbVxCtoMx4K56r37j/bSRt3K+ZfKqw1HvlIVWoT6EsjZ8R8vUmDvDgqCfL2KR6GIz1aaeZ0dFRZGdnu7JRvYeNz+Y8lPkCgcwVY9pQgaRegHpgGrcEZpqjc+7Z2dmYnJxEW1sbFi1aBGDm9hfArcApEFXxjY6OorCw0JLFePipkPXn3uJ9zcymgPIKVK9RwTHQuud8NaZKIeQ4jlnVqiy8pTJeJa58xKQNCi2d1+TkpN3BS8NFL5vmOzX5hhmfjG1Tweml8lpqobxHfvM2TPDypq4zvXiFI/lzb3IbeUKFL9eVKEhhYaF5dNu3b0cwGLTyo5ycHIPSdb0Jxyp/aGMFNRrI11y/sbExDAwMYOHChXaOObeRkRFDUJRX9Jxz38jLOi9dD3qiVCzaP5qGONeJz8vKykI8HsfY2JglEQGwpvWaCDhb3FHlRSAQsHti6eHz99PT04hGo/jud7+L8847D6OjozjuuONca+HNvKX8oiPhOI7dV0weUR5VY1kv3uAZ4hgnJycRj8cxNDRkuQGcK1WfXphCp4fz5dqpwdbS0nJYjft9WHgeiMyr8Tb+nIeLf/hzAIb9k8G9MIUqW+/P+BwqqGAwiEgkYhl7jLWoQNYMUH5f4T7WsQJwKU4VoIQlNZnIcTJN29UrUQ/dCzESAqQQn5iYME+L3r0XcuN46UFoCQCFFhUXFZI32UqNB66jflc9JkJgHLcKYo6D+6FQKGFnKo5oNGqhAIVF9ZlqhClUzXVUUsMEgCurmp2cmPjDn6uRk5OTY7eyqFel/+e6K29QSQJwNYPgeFUxcS1SqUwnHI7X6/XqWVBe0tg1+ZXhB2a4BoOZFo6801g9ScZ4ybfkFQAu41bHwPFzLBzvV77yFaxevRrRaPSQBDzmVRC6J7IQDoetfZ8aqArjKx9QofIs8zzr+VHjku/jeWSXMX6OaJG3fIvrSENA985xZmLKzE7mHgSDQYyMjODmm29Ge3s7Pv3pT2N8fNx1ew55hPySSmVqhDnmqakpDA4OWkKSvlthcy0V4rOV33nnckNDA4qKilBaWmpeNGUB5Z6SzkUV+csvv4zDJV+5zgPR6gbc8T3GbzS1Hpix6jQuwEPEoLtXwTB2qYeO76Kl19/fj0QiYRmj7FxCBmUjd20JyGdpPIeMqUJGBSPrWfV32lhCBanGwPRvKlke6jPPPNMFW6bTaYyMjKC3t9d1+NLpNGKxmMWaCZdSgHKdOS7GGvlcPcCMMXGd6dl5laVCkwo3eb1BGksKpdFYUYWiRoZmk0YiEVcGKRNJVCAHAgGD0SnY1auMx+OIx+MuT1xhV85LjTgqHIUuFW1QIl96jQCuSzgcxosvvojPfOYzGBsbQ2Fh4axJWDwLGpfNzs7G//7v/+K0004zxeStUea/s7KyUFNTg4ULF5rHrVffKS8Gg0GDGMPhsOUycDw08PhZKgvHcXDxxRfjIx/5iDV/IU9wbDxbfEZXV5edh2QyiZGRETNEVZmT52gM5OTkWKMLencALCZKxaioDn/G0iDKAt03NfbVu+TZ4J5R4SYSCast1zhmXV0dOjo6cOaZZ2Ljxo2Wk6Axfd3TcDhs4QsaA7W1tfZZ8qT2QOd6aCmcdw6cB3mQXazUiAyFQti/fz/27dvnMm60XnZ6ehqjo6P40Ic+dAiPvxH5ynUeiEzuhVUJvdGTodfFA6MKEpixbCmkqQDIRGopUvCyfzDjUfRCUqkUbr/9dnR1dRkjU9HSulOYhO+ksNZ6MbW4g8FM6ryWadBa9iYLqBBRr089HM6Tikjh0eLiYlRVVSEQCJjBMDk5iY0bN+Kyyy7D/v37MTg4aDfTqPevUJgKK2AmI1bLMzgWHSsAi0ml02lL9qBn4fWsKKDYCjCdTqOoqAhFRUVWTsCEEo3xUohQSKowZFN6vcpOBSPXm2tWX19vfKBKxit8uEfqcQAzhh+VHuBuJqFhDhV4XKPp6Wn86Ec/wr333ovh4WHXXvA9/JtGCXk+mUyitrYWF154IeLxOA4cOGB7qlnXutacHzO8FQngd/lZjW/zu1RmenG59tZevXo1vvGNbwCAxeqpMKgYqdhyc3OxbNkyUwzaTF8NPo7ZGzZSpc7xqZepho0XIVNDgQboyMiI8bRCzqrs1biYnJzEHXfcgWg0anchawIRk5yIgKnRxyx0GgpU0sofWvfLv9V40lAaeYS8rh29eDboMDAUEo1GLVv4iCOOQG1tLWKxmH2vp6fHxXsjIyN47rnncLjkx1zfRmLM9eDBg5aBqBAQhVE8HrfYH+Du6KNWP70sZubpAert7UVdXZ1Z5vRwJycnsXPnTnR2dmLlypWoqqqycgxeOwbMWG1MTqKC0IuneaC1GcJsB1yVmFqGeji0VpZGApMUNJFA4Ue+i3NmK0IK16ysLAwNDWHp0qUAgAsuuAAf/vCHsWzZMrsuTD0ujmNsbAyBQMBizUyMolfqbVTv9dg4vgMHDqCmpsbmoF4y90Pv85yamsLevXvR3NyMwsJCJBIJRCIRs+DpKdKAUcVJmDKdTmNgYAChUAhVVVVmWHE/CBN2dHQgGo1i9erV9n2iERSgTO7QemSFhvluetuEW9XDSKUyTU5GRkYMfiQMx/GPjY25SlyUFzhvNgfwGpfct66uLgBAc3Ozrc9sPKgIQiqVsvEy+Yjz4NhDoZCrAxWhXk0UVIiWpTtlZWUYHx9HTU2Ni9dJ6mkrD3HebLihxqSGFMjvfBbfPzw8jIqKClPY6XQaHR0d1lqUc+Ia9fX12b6Mj49b6Qy9XzXqvQo9nU5bXgbjnTSAyEvcP0VfvMZXKpWyPtELFy60EJAasjSu1ZDgHtNACIfDSCQS1jDGa9DrnvI7KoMjkYjxgELpNDqKioqQSCTQ3Nzsx1zfqURBpoKC3h83n1AImVrjoXqo6Z0qNBgMBi2bk89mfKS3txf33Xcfrr76apx++un4wQ9+gB07driC+oFAAN3d3fZsYOaAMAmEGYwUUPyjzRC8ylRhRgp0AAYbK2zKA6gGAw+QehaqXHhoWKLDbFvSo48+ir/4i7/Acccdh0cffdSEtrYlZIILvQtawMyu5BrxHXrhunoIjuOgqanJ4G8KFzZ+Z00s3xuLxTAwMGAdophsVF1d7fKUOR6du6419768vNzWWqFeCrWysjLrPa0JR7pHQEbIjIyMuOL96sFS6GudIPc8NzfX1ou9q2n8cP9isRjS6ZnLAfQd5JlAYOYCAj0z5BEiPKWlpa5kIH7XcRzEYjFXjgCVOd9B/iG/T05O4t///d8xMjKCvr4+RCIRe5/XQNQYak5ODqqrq+2OWJIaI+q5cW/1944z05BDESQlnkXOg4YJk9V0jRYtWuQyTKhYOjs7ceDAATiOg4KCArvxRfmSHh7lixr8ExMTVv5FPmScXmvH6aEGg0EzuhSdCIVCqK2tRU1NjcHWXiOa8jKZTGJwcNB4L5XKNPcnSpCfn4+CggKD/vVcaghFx8X58F5b7gn5rbW1FQMDA65618MhX7nOAxHS9AplCnkKKYWj+D2FeXJyciw5QS1+CmCFusicjuPgRz/6kY3lpz/9KZqamlBVVWUCNhQKYfHixSgrK7MaWLX+WOqhl6RTOQLufrbATMtDx3HQ29vrKlwHMpcTcH5k+qysLEu+UTiJVr0ecr6HAq63t9cObVlZGfbu3YtNmzbZ+0pLS1FRUWEeP71zAKYoCFVRuKnipAJX2F33kvPwZrc6zsxVgHl5eTZvrhsvUOC6qpWuUJ7+TW9RL0LQPVCDzHEcRCIROI6DkpISlzJSgyeVSmHv3r1WC71v3z7s37/fZQCqcmHmucZJNeuS2ay6xvwsr/Ej9MzPaPMA9T6JanBdqSiam5td9dN62xAwU7+pSpv8wz63Xm+3pqYGe/fuRW1trbVG5GeGh4fR2tpq/MB5qWefTGYaQ6jhox65wrz09jWPgOut+0lSAzQ7OxuvvfYa+vr6zAvnOaExofvGcQSDQVe/Z663JvewVprjGx8fdxnGXD+Og969Og/cMxrilFFMJORnqNi4xgrnE52IRCJobW115UKUlZUZsuQ4juuuXjYOoSHNcauy5ruYDc+aZK7R6tWr0dLS4iqZOhz6o1WuN910E0444QQUFRWhuroaF1xwAXbv3u36zMTEBK666ipUVFSgsLAQH/zgB9HX12e/b29vf0uWDGlsbMwsdk0W0UQMAC4mJqkyI2kDfDK4psbTwx0aGkJra6vreZ/4xCcQCoUMTlElSiZnjILPpYDQRBz1fHjoFSIic7NdGserca54PG5Nw9VDAmZKk3iTjCocVbDqHfDZ+fn5WLRoEbZt24ann34a999/P04//XSDqDgfKnWFwFSo812MJ1HIB4NBPPTQQ/je975nn9c5qpAJBDLlSbt27QIAU9IKparSpqLWf+szdb9Iqvy0mD+VSlk4QqE1JsdwnVOpFJqbm5Gbm2sxfybecB58tkKmyruqRLwxW50TvT5FKLxKWtdOu0XpmWDWN+cxMjJiio0eHY0mHY/3rOnc1q1bhzVr1rg8Viq/vLw8Q4cUvuXceba1z7bGqtXDZtch1nGThzWRSj05nnM1hkZHRzE5OYkDBw7YhQqqpJV3OIe6ujosWrTIZRQrT/E9NNxCoUzLQ42rahMNNUCppIkWkK+8Xj/nRkOW66EJefxMWVkZ8vPzceyxx5p3SwOLeQvBYNCVDU2InHJMQxqKnJDfeB4UVVDD1iuPfxP90cZczznnHFx00UU44YQTkEwm8YUvfAE7duzAzp07rXnzlVdeicceewz33nsvSkpKsGHDBgSDQTzzzDMAMsq1ubkZh7uEjLm++OKLWLRo0SHKlJvOP0yIISQGwKWoKOipwLxCg0xD7yUejyORSGB0dBR79+7Fzp078aEPfchgLI2TMCGIda+cIw81e7mWlpa6ahypsBTWJUMybtbb24uioiKUlZW5hDCTcPhOhaFoifNA8sATRmZzdu1gxXkTiuQ1W2yIQMVDCJnxZs5lfHwc8XgcJSUlLqULZJTiD37wAxx33HE4+uijceDAAeTk5GDhwoUu75Jj19gVx8wuQTzoyWSmcxZrEGnNk2iEcC28BgbgjkmrUlYvifuiaIYaiYyzklgrWFZWZoku/C7X1+tpMbTBeYdCIYPcFYpTb1LPAQWxNt1XL0fhZ36HvMbYp7eeW8fFz3Jss43BS9wnIiQ0pLh3gDtxSz1A/o7jJ0QZj8fNsyfPk9fGx8etJlPbIipv87NTU1O4+eabceuttwLIXDzO7Fw1Vjh3/l9hcipQnmeurzf8wiYq/D/PjfI7mzmMjY1ZSIrrpzxIJUqe43nUc8ZkMMod3qpFLzWdTh/SoMUbq/XOW8+NetBeSJzPIF/w/uvDibn+0XZoeuKJJ1z/v/fee1FdXY1t27Zh7dq1iEQi+Ld/+zfcf//9OOOMMwAA99xzD5YvX45nn30W73rXu/7P7y4rK7OaSh5whfHIiIwJkOF144eHhy2OpYpVk4TUi0yn01avmJubi6qqKrS0tKC4uNgOoSYZsFOLCkAq8XQ6jdzcXOzatQtFRUVm5dGznJiYQEFBAQoLC03ApNNpFBYWYnp62m608DIwD6larsAMZMa14VxJPT09ZoET3uE7+/r6EAqFbO4UjvS6OOf+/n40NDS4rNqXXnoJ3d3duPDCC20M2vCgra0Na9euRSAQcF26rMpBx8q9ZoyM3klBQQFisRhycnJQVVVl1vvk5KQJEia6scUiO2FxjRS6VyiNY+JF6dxT9dgAuAS13ipCYcpuPhT+XCO9NIHCWT1c9eQppAhT63rxXlt+d2pqClu3bkVjYyNqamowPj5usC8Viz6TApLvp0HK/sucjzdbm2OggFf0RY1UTe7ivLjW9LwCgZmaUUV+yN9efiev8WYjJn7RE+fee6F4VSLkDXqqJGYd8/c8t7rv5AfdJ65PKpVCZ2cnqqqqjOc4V85bjV+2GCUPELaNRqOuZiPcf/6bCZLq/b6RgUOlT0ONCYxMMKSsU8eCz+Ee8v96Pvh+8g/HzgYiquzfii/6RwsLe4mXHDMRZNu2bZiensb73vc++8yyZcvQ0NCALVu2/FbvohWl8RTAHXdgFh4ZgxAaP1tTU2OBe35Hn0fvCDi0Af/XvvY1RKNRNDY2upoKUNDRG6bwJMMqJOk4DpYtW2bCjgy4adMmfPe733XFVNSTU3jGC7tQkGjPYIVDKVTI6PxOaWmpXRdVXFxs6xGPx3HXXXfh+OOPx+c//3n09PS40v0Zs3GcTINxzRAEgJNOOgkXXHCBC7rmQUyn0/jiF7+II444wg68CmYALticcV298xLIlGNMTk5idHTUvEXu+dDQkGuNKKQ4FoWr6GHwGSw1UVhO4bjZIC4+Y7aSF/KixvpYS80/VPp6b6auC5W2F6HhuMmzVFYbN27E888/j0Bgps+rfoc8ospHYeRgMGglMxyXN7Od66n761ViXFM17NLptKE3juMcgvBwLWZDFNQrLyoqQmNjoyk51scCwNDQkMW9NX5P4n44Tib0cf311+OVV15Ba2vrIZ6nQrLMiD9w4ACi0Sja2tqsfEvL26qqqqxGWhEGHUMgELBkMY5T9593oiqv6l7zGWzt6O2zrvOmkcxn0FhWI0Z5gmufTCbxta99Dfv37zf+B3DIGgEZI3PLli1ob2+3M8j18BrLb0a+ckWGWa699lqceuqpOProowFkSlnYkF1pwYIF6O3tBQA0NTW9JUuGpFavl/EZw2I/WRIZgN/RGKBCb14PGJhJZgAy8M95552Hqqoq82IBd7bi5OSklegAcAmudDpt8K5e7UTPqq6uDqeddhra2tosE1Hjfl4vmx6DCmeWZqhnwXR/fk49gtLSUosbcp5TU1Po6enBPffcAwB45JFHzIuhVc/+svR0vAeNHq4mhpE3Ojs7zWv7t3/7N7z44osYGxvD7t27TSAqLM61ve+++7B3716zwrmfzPKMx+NmWLF/Ko0ujSt6rfBgMIht27aZgCQkqqEBjoNQtHq6ioCEQiGD27ReWgWk8gS9WZ4lRVrUcFJvl3unXp4K7dzcXGzYsAHnnnuuCVIaTVQAWvrDs0Ie8HqKr7zyCvr6+lxGAtdSIXOOS7058qAqCQDWWpHvP3jwoIs/icRwnzj2F1980ZJuxsfHMTg4eIjiTCaTuP/++/HSSy9hbGzMwjRUGqpYOeaCggI71944qnqkU1NTaGlpwZo1a7Br1y78/Oc/t/mxfG1iYsIu5KAs4dlQg5c8zjCLhhu4P+oAcC21FCkQCLi8UOaQUC5yr9TRIALExFCuy2yKdWxsDCeffLIlpan8oLyj/Eun02hqakJ5ebkljGpJz1uR93+0sLDSVVddhR07dmDz5s1z+tx4PG5CKp3OXGEEzPT/peALBoPGbOxWQmGlClaZUxM6NB5IyI0xVB4oCpysrCyc/v+TeRTW4h9m9jL2wQw6tdq9Wbw8UNnZ2Vi2bBmCwSAGBgZcnoDCj3pIgZn+wTwwNGAInxOqYXJNeXm5GQzxeNxiOkzcSiYzN2zQMiZRqfJw0erW5C8md6XTaRMuvDCc8b/q6mpEIhGL0xKeHRsbQ2dnJxYsWGC3CtHw4fwbGxtdZREKpakg45pPTEy4uvEonNrV1YXKykqDD9kzl8KH445EIgiFQgbvqdKjQPEqTca2tFG7QpEUqOpJdnZ2Yvfu3Xjve9+LeDxu2dBquMViMQsXcM9pUBQXF1vpEpUg446a3Ec+pmeo16qpZ8xxTk1Nob6+3sIfsVgM3d3dWLx4sStsQsFJ/vR6nRTEubm5rjpMoimE9NXobW9vR319vcugXLp0qeV1EH1SY5nv++QnP2lygMlOWp/Jd7Guk/OnEicfqVwIBjOZztdffz0efvhh1NXVmTLiuWa4SdeBfKhrQqOKt81wLfgu5kKoUuS6qHHM3zF0EQgE8NRTT+FHP/oR7r77bkPSlE+5Rvn5+a6ETpWXHEdJSQnOOussV/2yhm30O8FgJkucOQ3kQ5Yjkbq6uhCNRk2OFRcXu4wp4I84oYm0YcMG/OQnP8GmTZvQ3NxsP//5z3+OM888EyMjIy7vtbGxEddeey0+85nPvOmzr7jiCnz7298+5OcdHR2W0UYFwJibluEA7qxL/h9wQ5qML1FBsr6TP9cCeR7QQCCAgYEBg/wo8OjBsYyAXhXgrs9VYUS4jd4PBSc9bY3DEZbjwVcPjD+bnp5GR0cH6urqrHZWrVNdB8Z/uSb8Psc+Pj6OsbExTE1NoaGhweryuOYaB9UMQa6VWs5eCEohKx5aJipR2YyOjmL58uU2R3qhalxQaHBNdf/VS/WSCiwKWzWkOC4KX4UtZzNyOFddh5/97GcoKyvDscce6+q3zPUfHh62RBRegs34M5/LjGjGFOnl0Mjs6urChg0b8E//9E9YsmSJzW3v3r3Iysqyn1Ews5TJu266HlQ0GmOlQB0YGEBrayvWrl1r54HJbmr46v7w38xFoPHpRTv4ef5OWzoCMyiQjp1z0/GTv7gvavjo+yYnJzE0NOSqqdU9Ig9oKIDxUfIilQhjmToXGh9qkHK9+Q7KsEgkYrF5vo88p+gCx6iGP40onuWtW7di8+bNuP766+E4jtWTc921exPPPOPdyvtqxOl4OQ9NFFP4W1E5x5m5tjIejxs/Kl1xxRW46667XD/7o1WujuPg6quvxiOPPIKnn34aLS0trt9HIhFUVVXhgQcewAc/+EEAwO7du7Fs2TJs2bLlsBKaxsfHMTQ0BGAmNrFixQrs3bvX7tLs7OzE448/jksuucSsJC+EQiHB5BeN52gslYcnFovhhRdewIoVK1BeXm7P4OcI89Fb1gxfej5acJ+fn2//5u9V6MfjcUxMTCAWi6GkpMSVYEBG5VzU0/F6UKR0eiaxgoeChzAQyCRzVVZW2jP4nd27d6OmpgYTExPWp5RJVj09PaioqLBkKnpRvJaKglWzXbmmJDUMVFjoGNLptM23tbUVsVgMxxxzjI1dlaF63roeuvfqjfD3fFZWVhaGh4etGw2FIlu4cT9VWKvCSaVShzRu2Lt3LxYtWmQeZG9vL3p7e3HEEUeYAaYKLBaLGaxMA4hrQRhfQxLaZ5de+tTUFCKRiGtP9Y8iAORfekjaCEITuNQI1IQeTaZRT4rKNZ2euT6NZ0KTbTh/TRDS9eAe0VCh8aZhG401MszC2Dt/TzSC49KMWSoHjlMTDQHYvnr5RhU6x6hnLxgMurJgef7U0PciaXweb1witKvPp8fPveK6ci4jIyNobW3FSSedZAax95YarlNWVhZGR0exYMEClyGiho43Nk/iv5l8BgD79u2zFpTxeNyMIO4xlTH3aGxsDIsXL7aqEq4dyzWV/mhjrldddRV+8IMf4P7770dRUZEJEbYUKykpwcc+9jFcd911+MUvfoFt27bhsssuw8knn3zYmcKFhYVobGxEY2MjGhoa7Boqtdqo4DTbkp+hMEilUhgZGcHAwIB9hwJWa/uADOPcfvvtOP/88/GFL3zBnkVFwwA9BRyTePhMjenl5eVZAbl6ioD7iqisrCx0dXXhU5/6FPr7+03JM4nEqzTUivZ6HCT1enXNJicnUVxc7ILZKPyoFNgtiFB1bm4u6urqTOlPTU2ZUmCrSR5IzWj0JlbRM2R7RK6jjpfrDABHHHEEampqMDY2ZvFVfp4wpzaw4BpQMI6OjloSBsek8U96/tqDF8gYQxR2XAevYAZmLsjWkMDixYvNm3EcB5WVlVbzqkqL72aPaO4jm3IQyiWPaLxUL4IIBDKhCRpDHJ8aGwwBsJ+tojTcG36WOQs8U6rUgEPrQ7u7u+0e3V//+teoqalBa2uri9/pQaph5VX8akR4lTyVnCZsaX6A1pEGg0Frl+nNwGZDF9aCc56EyH/+85+jt7fX+EkhZPKlok+acEXFyTp0bUDBs6AeOdeX5XMsKeJ68HNUrCo7OG41ruvq6kwOMAlNIdusrCyDXuvq6matV+Yz+R6WY3H+GuKh0m9qarL/M2zA8XNfg8Gg65wCwMKFC9HQ0GDy3atYgT9i5XrXXXchEong9NNPR21trf158MEH7TP/8i//gvPOOw8f/OAHsXbtWtTU1ODhhx/+rd+tiqGhoQGXX375IYI3Eom4oJ3i4mLU1tYa49AQIGRBRujv78dZZ50FAPjrv/5rg4EYN/jlL3/pgmvYQ7izsxM9PT3o7+/H9u3bXZY7YSNv03GN1Q4PD+O5555zeXNM7OFnvMpThZ63wxEFmT5vYmLC7njk7w8ePIhYLIZAIGCZwoRleUBeeOEFdHd327MowLTEBJgxaBhf5RgVSdBDxwOq8BEPMWEsKks28aDCZu0o1yAajbqEUCCQiRU1NTWZEcJncqz0UKjgqASmpqas9Ihj4GXzTB7TZLpXX30Vvb29Lu+ac8rKyrL6Vipnx3FciUTqSVNZagKSGla5ubmu2K96fXwfhZg234/H467LFgjlK+wbCGTi0FQMHC/nQ16nxxeLxdDV1WWKgYmKalAptMr3sKG97rnyD/lJjZrh4WELtXA+FNz0zmioEkHhOlPJkOdLSkrsbKoyOP744y0fgRm8XIPx8fFZDVjKAs2CBmANNzgfIiN8Hj9LxZubm4uCggK7No4XAagRzzXS/IZgMNMlqq6uzhyNQCDgahSiSpnEc6dJZt6kTt0vGjeKgpHftLlHMpnEwMAA9uzZY+unMlvX783ojxYWng9iE4nXX3/desiqkCZjED7zJjrM5i15/0+h4oW2yGQ9PT2or693CZjs7GyMjIxYLOG5557DkiVLXBAJMFNeQMXM90xNTWF0dNTiNYWFhWaNa4MB9TL0mYShKUDUE6GyUouZz4vH4+jt7UVlZSWKi4tNCFLgsNUfL82urKx0rZd6CyS1ftVjVyVPD4TF/WxKQSFWVlbmgrUBWFyP/Ut5wFW55ufnW1KECml6rV7okc3dNaOZ7x0dHcVrr72GtWvXukp4KGB1Xb/+9a/j1FNPxamnnnoI7Kdeonqt2kdYeViFPoVsOBzGv/7rv6K6uhrr16+3OXP9FT5V5U5DIBTK9GSm95xMJg2F8HqSXuhWDR8moBQVFbmgPio5zlNLshgy0Hh4LBazmlzlWSpyrh3nkUxm+uHW1NQYT3jXjedMvU6eL+6vGtt6lji3sbExlJaWGrqjnaPYjIHkhU75bELufB/XjgqS60seo8xoa2szhUg4m0Ys94AQN9ea4yMqMTAwgPr6epMFDN9EIhGr+ddEMs150Jp1EtdIa/ZpEHR2dqK2ttaF8jAf45xzzsHzzz+P1tZWFBcX254FApmkxcbGRr9x/zuVtN+oWsn0DgFg06ZN2Llzp1ny/Czgbn3HQ0K4gzCoQo3AjGCtqqpywR60RkdHR218eqsGmcpxHFfxP4UThUhBQQEWLFiA/Px8dHd3IxwOmyJRz4V/e2Hh/fv3WyyE7/LCb+pNBgKZ2riWlhaUlZXZodHkH9a95uXluRpasFzljWoHvfCSCmgKIQqJPXv2oLOz0/ZjeHgYACzphQc+Pz/fOj1xLvSes7KyUFFR4br4nYgD45h8TjAYRE9PD+LxuMtTjcViiMVidktSR0cHXn31Vdc1YNw3KmLyx2c/+1mccsopGB0dtQQP7is9E6Ifuk5q9ClfehUc4WP2c9bxUFHwVhT+8XqeTApinTC/Rx6ikUOFruMBMvFyXudHr5dxTe6JliTpHBR5cRzHWu3pXPQs6meBjHc0MTFh50L3knugz+F5Hxsbs/3iWtAQIYzP/9Nw/tWvfmUxeB0PZQLXVb1x7XPOc8Q+vt49JyWTSVe/boY+QqFMGRf5RdEohl8o63TO5DfugULxxcXFlp3PPeVzGWbgWk5PT1uiJg0TKlb13CsqKlz3YzOJL5VK4dvf/jZ++MMfGgKm/QLeCvmlOPNA5eXlrmw9JnbwUCaTSdx444340Ic+hKVLl1oLPiY1aaN0WlVqSWsChyoIFni/+uqrWLlypWVsJpNJLFiwAHfeeSeGhoas/yy/pxYzY7CaVUx4lVZ+eXm5SykDM0koHIfGzEKhkHnTpFgsZkJMx6DKk4eFVjbXReE/KlHCoBMTE9i8eTPOPPNMl4cPuHvyeg0ZhZm4Rnl5eVixYoWNKxAIWFMJhW1VONOTS6fTVubC9+h+AXDBaWqctLe3o6mpCQ0NDa7kHjXOTjjhBKxZs8a1j4QzZ4Nl6QXzPRRG/LfWTmoWKz+nyV4USEw4CgaD+NSnPuW6mFvhzHA4bH16qdAIkfP7FKTsbkWPVlEIjoV8w33xxrZ1jgMDA+ju7saKFSvM6AEyBvDAwAAaGhpc+6f8SGWkRijfp8ZoOBx2ZfPSCFCPkeOhskylZtqAjo6Ougwvnnn1/CorK1FVVWUoind/FALm/imfq+KYnJzEggULXI1PdN12796N++67zxrsrF+/HuXl5XZ+EokEKioqXJ61Vx5Q6auRUVdXZ/JAxxUIBFBbW2tKLplMor29HUcccQSi0SimpqZQVVVlzy0oKMCBAwcQCASwZMkSWwc1djg3IhVMsBsfH0d9fb2VKIXDYUvuoxF0uOQr13kgeosUvN7OPIFAAE8++STC4bDdQkEBSHhJC5u9AlwhHw36T01NYXBwEM8++yyWL19+SGnF2Wefjba2NrMqacVSYGp6OgB0d3cjPz8f5eXlZiUCsIYImuDBQ7plyxYcd9xx1goxlUq5bpvgQdDm2wBmPZg8iPp7VZAHDhzAokWL7KCnUplSo7Vr1x5SGsE/mvBA44Hv5KFnbSKFsSpiL3SrBgDHp8k+fL5m9XKvdF81BnjiiSe6ErBSqZTdbEJhpQYRa35VqPIdjuMY2qGCXeOBXGN6tSqs1GPgd/h/Kn2FkznnUChTb/rKK6/ghBNOMH5Tb458x30CgNHRUVRUVNjY+T2FC4GZJC0ar4r+aNbuj3/8Y9x4441ob293ZRHn5uZaRr/Cvt5QgRoB3j1U5U9DimuWSqWshaWiKBw7lWAqlak1HxwcRH5+vsG9VOAAXMpdDR+OkTF+Jvp511l5lIa6Eg3qeDyO7u5udHR04JlnnsH111+Pffv2mbLiMxYsWGDj4j4wZME99Xr4VHa6RoTg2YNbG700NzebV6soDJVrMpk0T1l5njzANefaaWkaMNONS8+0rvnhkB9zfRuJMddXX30VCxYsOAQKUgWpgkJhE36OP+chJnwHwLxYPk+Zlk3z1Svkwc3LyzMYjorDcTIJUyxbKSgoMEHHOEdbWxsWLlxoCSZUQBw3EwPa2tpwyimnYPv27Vi8eLHL66RX9/zzz+OUU04xYc+D5mV0wmQqwAD3pdQsc+GB1KxLJmGoN6JQqNdz5ppwvFSSKgj0+3yfejLcM/V4hoeHkUgk0NjY6PJaCe8CM3V8hMzGx8cNZiOxQbqiA17Im8KTP1dDhPNjc33Oy5tUpoaIKv6NGzfi1VdfxYYNG1yoBmN9GnvnmMbHx62sinWrun9UMhw714/ZrGrA0bug90EUgwZDPB43ZZlMJu0s0psn+qLnimPg34Qa+VzuNT1j73qTX/hv/j6ZTKKjowPV1dWuvr2cp8ZbCdnSiNYSJjVyvJ4hibzHHA7+jHzPTkzKl15Ug+Pq6+vD6Ogoli5das9naZPGvonMqPHFM6sGiMoxxte1fjUej2NqasqulFPvWvcemDEwtMyJf3PPyVucp54Rno1gMFOOxLCWIgvBYBDRaBQNDQ1+zPWdSr/85S9tw4CZsgxa48AMjKsQIy/YVgEHzNxakpeX5yqk9l67FQqFLLYHwFrbbdmyBf39/QgEAnjmmWfQ29vrUmDMslMrnvHdUCiERYsWGYQFwHW4+P/s7Gy0tLSgra0NjY2NLg+Aiom1tQrVqkBSj0zjdvp/tcQVztGYI//f39+PoaEhs2S5zsyQpTeiCS5U9N5aV35XPUwqKS2VokGgHYaYuKFJSRTWjCfRk6EAysvLs8xjjkk9Tq6/zl9/rmurnktWVpbrGjkdl+6Vxkcdx8Fxxx2Hiy++2OV50AvSphn6/WAw0w1ndHQUnZ2dFvsMBoPo6uqyu385RlUcnJeuC3mV54ZrTwSGe8W2plx7JuDxc1rupDyn+Q/kN75/tmxSXXPOmee6ubnZ5c3SgNIObfRac3NzkZ+f70oG4t6m05kWlSx50zgsiQgHY9XT09NIJBLWGIHjIkWjUQwMDNgcyK+LFi3CUUcdZUYFDXDvnivfUUFyrblPXFPKmHg8jqGhIVc7ylQq5WoWogYr+QdwZxOrQcD1mJqaQjwet99TJimqp/0CNDELmCnp4bgOl3zlOg+0bt06E9DcRAoFMiYVJpkoJyfHBf0xw25wcNDu2/RaYgMDA4d4VkwW4PcDgQDOOuss1NfXI51OY8mSJSgvLzcmDIUybfNKS0utbIVMSGhVmyCwL7AqRQoPwjjq9ajiKi4uxhlnnOFS4Kq8VAAQzqRwU4ODh1+9Xa4JSxLy8vJQWVlpdX0a0+L3NHlGDzgAWz+19r3CndDf+Pg4EokEent7XRml2dnZKC4uRllZmctyDoVClhBCaEthbO6/Cn4aEiq8FMqiolE4js9IJpOGLgSDQSuz4We5HtwHkqIOZWVlqKmpcQlaNojwCkHuFz3cwsJCg/covI455hh84hOfMOFNBeA1tMijOjZFROgR1dTU2DPU0yMvKc9xrDQwVUmyzIfP0PGRWDLlDWnoHzUAeM4DAffdsHy/9zmBQACjo6PW9k+9Vv7h/lBxtbW1Yfny5Xj44Yfx+OOPIxKJmEHM9aMh/sorr+DOO++09fF6g2o0UR5wzMqDqVSmOQcNxHQ6k6RHRce5ZGVloaCgANXV1SYX6Vl6wz6KAPAM8TNEKJQ3iRwRZeJZJvKhhhLHmJubawYvFS9lylshHxZ+GykSiaC0tBQHDx58U0jBJ5988smndxZFo1HU19djdHQUJSUlv/GzfkLT20hs3F9fXz/PI/HJJ5988un/SmNjY2+qXH3P9W2kdDqN7u5ug3d9evuoq6sLK1aswM6dO60NpU+/v3Tw4EEcffTR/n7+gRD3c9euXaitrZ3v4bwhMfRVV1fnSrCajXzP9W2kYDDT/9ant594fyYbS/j0+028zq6oqMjfzz8AYm/e34f9fDOPleQnNPnkk08++TSvpLWqfyj0hzMTn3zyySeffHqHkK9cffqjoPLyclxxxRUoLy+f76H4NAfE/SwtLZ3vofg0B1RRUYErrrjiHQ8JvxXyE5p88sknn3zyaY7J91x9+r2k9vZ2rFmzZr6H4ZNPPvk0K/nK1SeffPLJJ5/mmHzl6tPvLU1PT+PSSy/F8uXLceGFF76lGysOh9rb27Fq1SqsX78eLS0tuPLKK/Hoo4/ipJNOwtFHH429e/fO6ft8+u3I368/LPp9309fufr0jqY77rgDTU1NyM3NxUknnYStW7fa715//XV8/vOfx86dO9HX14fNmzfb72666SaccMIJKCoqQnV1NS644ALs3r37LT2f7/jbv/1b7Nq1C08//TSeeeYZPPfcc7j66qtx++23/+4m/kdImzZtwgc+8AHU1dUhEAjg0Ucfdf0+lUrhy1/+Mpqbm5GXl4clS5bgq1/9qsuo8vfrnUNvtp9AprnLRz7yEbtQZOXKlXjhhRfs97/P++krV5/esfTggw/iuuuuw9/93d9h+/btWLVqFdatW4f+/n4AwJFHHmmXla9evRrt7e323V/+8pe46qqr8Oyzz+Kpp57C9PQ0zj77bMRiscN+Pt9x5JFHIhQKYfny5XZB9MqVK13v8+m3p1gshlWrVuGOO+6Y9fc333wz7rrrLtx+++14/fXXcfPNN+PrX/86brvtNvuMv1/vHHqz/RwZGcGpp56KrKws/M///A927tyJW265BWVlZfaZ3+f99Ds0+fSOpW984xu4/PLLcdlllwEAvvWtb+Gxxx7D9773PVx00UXIycmxz/IWGtITTzzheta9996L6upqbNu2DWvXrn3T599www0A4HoHbyfiv9/K9VM+vTm9//3vx/vf//43/P2vf/1rnH/++Tj33HMBAE1NTXjggQdcaIO/X+8cerP9vPnmm1FfX4977rnHftbc3Oz6zO/zfvqeq0/vSJqamsK2bdvMUgUyB+p973sftmzZ8pafF4lEAMDqXOf6+T797umUU07Bxo0bsWfPHgDAyy+/jM2bN/9GAe7TO5f+67/+C2vWrMGf//mfo7q6GqtXr8bdd98938OaM/KVq0/vSBocHEQqlcKCBQtcP1+wYAF6e3vf0rPS6TSuvfZanHrqqTj66KPn/Pk+vT10ww034KKLLsKyZcuQlZWF1atX49prr8X69evne2g+/R9o//79uOuuu9DS0oInn3wSV155JT796U/j+9///nwPbW7I8cmndyB1dXU5AJxf//rXrp9/7nOfc0488cS39KwrrrjCaWxsdA4ePPg7eb5Pc08AnEceecT1swceeMBZtGiR88ADDzivvPKK8+///u9OeXm5c++9987PIH06bJptP7OyspyTTz7Z9bOrr77aede73vU2jux3R37M1ad3JFVWViIUCqGvr8/1876+PtTU1Bz2czZs2ICf/vSn2LRpk+tGorl6vk9vH33uc58z7xXIJLUcOHAAN910Ey699NJ5Hp1Pb5Vqa2uxYsUK18+WL1+OH//4x/M0orklHxb26R1J2dnZOP7447Fx40b7WTqdxsaNG3HyySe/6fcdx8GGDRvwyCOP4Oc///khiRK/7fN9evspHo8fcmtKKBSyG1V8+v2iU0899ZDyuD179qCxsXGeRjS35HuuPr1j6brrrsOll16KNWvW4MQTT8Stt96KWCxm2b2/ia666ircf//9+MlPfoKioiKLo5aUlCAvL++3fr5Pc0/j4+PYt2+f/b+trQ0vvfQSysvL0dDQgA984AP42te+hoaGBhx11FF48cUX8Y1vfAMf/ehH53HUPr0Rvdl+fuYzn8Epp5yCf/iHf8CHP/xhbN26Fd/5znfwne98Zx5HPYc037i0Tz79JrrtttuchoYGJzs72znxxBOdZ5999rC+B2DWP/fcc8+cPN+nuadf/OIXs+7ZpZde6jiO40SjUeeaa65xGhoanNzcXGfx4sXOF7/4RWdycnJ+B+7TrPRm++k4jvPf//3fztFHH+3k5OQ4y5Ytc77zne/M34DnmPxbcXzyySeffPJpjsmPufrkk08++eTTHJOvXH3yySeffPJpjslXrj755JNPPvk0x+QrV5988sknn3yaY/KVq08++eSTTz7NMfnK1SeffPLJJ5/mmHzl6pNPPvnkk09zTL5y9cknn3zyyac5Jl+5+uSTTz755NMck69cffLJJ5988mmOyVeuPvnkk08++TTH5CtXn3zy6feCpqen53sIPvl02OQrV598+gOj008/HRs2bMCGDRtQUlKCyspKfPnLXwbv6BgZGcEll1yCsrIy5Ofn4/3vfz/27t1r3z9w4AA+8IEPoKysDAUFBTjqqKPw+OOPv+H7Jicncf3112PhwoUoKCjASSedhKefftr1mXvvvRcNDQ3Iz8/Hn/3Zn+GWW25BaWnpGz6zvb0dgUAADz74IN7znvcgNzcX9913H4aGhnDxxRdj4cKFyM/Px8qVK/HAAw/8Vuvlk0+/C/KVq08+/QHS97//fYTDYWzduhXf/OY38Y1vfAPf/e53AQB/9Vd/hRdeeAH/9V//hS1btsBxHPzJn/yJeYZXXXUVJicnsWnTJrz66qu4+eabUVhY+Ibv2rBhA7Zs2YIf/vCHeOWVV/Dnf/7nOOecc0xhP/fcc/jYxz6GDRs24KWXXsJ73/te3HjjjYc1jxtuuAHXXHMNXn/9daxbtw4TExM4/vjj8dhjj2HHjh34xCc+gb/8y7/E1q1bf8sV88mnOab5vfHOJ598mmt6z3ve4yxfvtxJp9P2s89//vPO8uXLnT179jgAnGeeecZ+Nzg46OTl5TkPPfSQ4ziOs3LlSucrX/nKYb3rwIEDTigUcrq6ulw/P/PMM52/+Zu/cRzHcS6++GLnT/7kT1y/v/DCC52SkpI3fG5bW5sDwLn11lvfdAznnnuu89nPfvawxuuTT28X+Z6rTz79AdK73vUuBAIB+//JJ5+MvXv3YufOnQiHwzjppJPsdxUVFTjyyCPx+uuvAwA+/elP48Ybb8Spp56Kv/u7v8Mrr7zyhu959dVXkUqlsHTpUhQWFtqfX/7yl2htbQUAvP766673cTyHQ2vWrHH9P5VK4atf/SpWrlyJ8vJyFBYW4sknn0RHR8dhPc8nn94uCs/3AHzyyad3Fn384x/HunXr8Nhjj+FnP/sZbrrpJtxyyy24+uqrD/ns+Pg4QqEQtm3bhlAo5Prdb4KSD5cKCgpc//+nf/onfPOb38Stt96KlStXoqCgANdeey2mpqZ+63f55NNcku+5+uTTHyA999xzrv8/++yzaGlpwYoVK5BMJl2/Hxoawu7du7FixQr7WX19Pa644go8/PDD+OxnP4u777571vesXr0aqVQK/f39OOKII1x/ampqAADLly+fdTz/F3rmmWdw/vnn4yMf+QhWrVqFxYsXY8+ePf+nZ/nk0++SfOXqk09/gNTR0YHrrrsOu3fvxgMPPIDbbrsN11xzDVpaWnD++efj8ssvx+bNm/Hyyy/jIx/5CBYuXIjzzz8fAHDttdfiySefRFtbG7Zv345f/OIXWL58uT172bJleOSRRwAAS5cuxfr163HJJZfg4YcfRltbG7Zu3YqbbroJjz32GIAMzPzEE0/gn//5n7F3717cfvvteOKJJ1zj3bp1K5YtW4aurq7fOK+WlhY89dRT+PWvf43XX38dn/zkJ9HX1zeXS+eTT3NCvnL1yac/QLrkkkuQSCRw4okn4qqrrsI111yDT3ziEwCAe+65B8cffzzOO+88nHzyyXAcB48//jiysrIAZOKaV111FZYvX45zzjkHS5cuxZ133mnP3r17NyKRiP3/nnvuwSWXXILPfvazOPLII3HBBRfg+eefR0NDA4BM/Pfuu+/GN7/5TaxatQo/+9nP8KUvfck13ng8jt27d79pLeuXvvQlHHfccVi3bh1OP/101NTU4IILLpiLJfPJpzmlgOP8/+I3n3zy6Q+CTj/9dBx77LG49dZb53sob0j33nsvrr32WoyOjs73UHzy6XdCvufqk08++eSTT3NMvnL1ySeffPLJpzkmHxb2ySeffPLJpzkm33P1ySeffPLJpzkmX7n65JNPPvnk0xyTr1x98sknn3zyaY7JV64++eSTTz75NMfkK1effPLJJ598mmPylatPPvnkk08+zTH5ytUnn3zyySef5ph85eqTTz755JNPc0y+cvXJJ5988smnOab/B7R8rJnx9MzzAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "\n",
    "wcs = WCS(allwise_w1_image[0].header)\n",
    "ax = fig.add_subplot(1, 1, 1, projection=wcs)\n",
    "ax.imshow(allwise_w1_image[0].data, cmap='gray_r', origin='lower', vmax = 10)\n",
    "ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8e35d75",
   "metadata": {},
   "source": [
    "## 12. Plot a cutout of the AllWISE image, centered on your position\n",
    "\n",
    "Try a 60 arcsecond cutout."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "4202ca64",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x7fb6c7bc04f0>"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "size = 60\n",
    "cutout = Cutout2D(allwise_w1_image[0].data, pos, (size, size), wcs=wcs)\n",
    "wcs = cutout.wcs\n",
    "\n",
    "fig = plt.figure()\n",
    "\n",
    "ax = fig.add_subplot(1, 1, 1, projection=wcs)\n",
    "ax.imshow(cutout.data, cmap='gray_r', origin='lower', vmax = 10)\n",
    "ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d131390b",
   "metadata": {},
   "source": [
    "## 13. Try visualizing a cutout of a GALEX image that covers your position\n",
    "\n",
    "Repeat steps 4, 5, 6, 8 through 12 for GALEX."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "8b5eb223",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3 result(s) found.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div><i>Table length=3</i>\n",
       "<table id=\"table140423011777216\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>ivoid</th><th>short_name</th><th>res_title</th></tr></thead>\n",
       "<thead><tr><th>object</th><th>object</th><th>object</th></tr></thead>\n",
       "<tr><td>ivo://archive.stsci.edu/sia/galex</td><td>GALEX</td><td>Galaxy Evolution Explorer (GALEX)</td></tr>\n",
       "<tr><td>ivo://mast.stsci/siap/galex_atlas</td><td>GALEX_Atlas</td><td>GALEX Atlas of Nearby Galaxies</td></tr>\n",
       "<tr><td>ivo://nasa.heasarc/skyview/galex</td><td>GALEX</td><td>Galaxy Explorer All Sky Survey: Near UV</td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<Table length=3>\n",
       "              ivoid               ...                res_title               \n",
       "              object              ...                  object                \n",
       "--------------------------------- ... ---------------------------------------\n",
       "ivo://archive.stsci.edu/sia/galex ...       Galaxy Evolution Explorer (GALEX)\n",
       "ivo://mast.stsci/siap/galex_atlas ...          GALEX Atlas of Nearby Galaxies\n",
       " ivo://nasa.heasarc/skyview/galex ... Galaxy Explorer All Sky Survey: Near UV"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "galex_image_services = vo.regsearch(keywords=['galex'], servicetype='image')\n",
    "print(f'{len(galex_image_services)} result(s) found.')\n",
    "galex_image_services.to_table()['ivoid', 'short_name', 'res_title']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "913c3d01",
   "metadata": {},
   "outputs": [],
   "source": [
    "galex_image_service = galex_image_services[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "89cf26ac",
   "metadata": {},
   "outputs": [],
   "source": [
    "galex_image_table = galex_image_service.search(pos=pos, size=0.0, intersect='covers')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "edbd373a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AIS_270_sg14-nd-int.fits.gz NUV\n"
     ]
    }
   ],
   "source": [
    "for i in range(len(galex_image_table)):\n",
    "    if (('image/fits' in galex_image_table[i].format) and\n",
    "        (galex_image_table['energy_bounds_center'][i]==2.35e-07) and\n",
    "        (galex_image_table[i]['productType'] == 'SCIENCE')):\n",
    "        break\n",
    "galex_image_record = galex_image_table[i]\n",
    "print(galex_image_record.title, galex_image_record.bandpass_id)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "f2ecbf73",
   "metadata": {},
   "outputs": [],
   "source": [
    "## See above regarding two ways to do this:\n",
    "#galex_nuv_image = fits.open(galex_image_record.getdataurl())\n",
    "file_name = download_file(galex_image_record.getdataurl(), cache=True)\n",
    "galex_nuv_image=fits.open(file_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "31cce54b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Min: 0.0\n",
      "Max: 7.1870303\n",
      "Mean: 0.0014934327\n",
      "Stdev: 0.012639926\n"
     ]
    }
   ],
   "source": [
    "image_data = galex_nuv_image[0].data\n",
    "print('Min:', np.min(image_data))\n",
    "print('Max:', np.max(image_data))\n",
    "print('Mean:', np.mean(image_data))\n",
    "print('Stdev:', np.std(image_data))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "ede9e83c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x7fb6c49af220>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(1, 1, 1, projection=WCS(galex_nuv_image[0].header))\n",
    "ax.imshow(galex_nuv_image[0].data, cmap='gray_r', origin='lower', vmin=0.0, vmax=0.01)\n",
    "ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "dba2aa4d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x7fb6c7bc39a0>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cutout = Cutout2D(galex_nuv_image[0].data, pos, size, wcs=WCS(galex_nuv_image[0].header))\n",
    "\n",
    "fig = plt.figure()\n",
    "\n",
    "ax = fig.add_subplot(1, 1, 1, projection=cutout.wcs)\n",
    "ax.imshow(cutout.data, cmap='gray_r', origin='lower', vmin = 0.0, vmax = 0.01)\n",
    "ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ecd47b9d",
   "metadata": {},
   "source": [
    "## 14. Try visualizing a cutout of an SDSS image that covers your position\n",
    "\n",
    "Hints:\n",
    "\n",
    "* Search the registry using `keywords=['sloan']\n",
    "* Find the service with a `short_name` of `'SDSS SIAP'`\n",
    "* After obtaining your search results, select r-band images using the `.title` attribute of the records that are returned, since `.bandpass_id` is not populated."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "061d06ec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div><i>Table length=21</i>\n",
       "<table id=\"table140422958860656\" class=\"table-striped table-bordered table-condensed\">\n",
       "<thead><tr><th>ivoid</th><th>short_name</th><th>res_title</th><th>source_value</th></tr></thead>\n",
       "<thead><tr><th>object</th><th>object</th><th>object</th><th>object</th></tr></thead>\n",
       "<tr><td>ivo://mast.stsci/siap/al218</td><td>VLA.AL218</td><td>VLA-A Array AL218 Texas Survey Source Snapshots (AL218)</td><td></td></tr>\n",
       "<tr><td>ivo://mast.stsci/siap/vla-first</td><td>VLA-FIRST</td><td>VLA Faint Images of the Radio Sky at Twenty Centimeters (FIRST)</td><td></td></tr>\n",
       "<tr><td>ivo://nasa.heasarc/skyview/sdss</td><td>SDSS</td><td>Sloan Digital Sky Survey g-band</td><td></td></tr>\n",
       "<tr><td>ivo://nasa.heasarc/skyview/sdssdr7</td><td>SDSSDR7</td><td>Sloan Digital Sky Survey g-band DR7</td><td></td></tr>\n",
       "<tr><td>ivo://nasa.heasarc/skyview/stripe82vla</td><td>Stripe82VLA</td><td>VLA Survey of SDSS Stripe 82</td><td></td></tr>\n",
       "<tr><td>ivo://org.gavo.dc/bgds/q/sia</td><td>bgds sia</td><td>Bochum Galactic Disk Survey (BGDS) images</td><td>2015AN....336..590H</td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siap-images</td><td>SDSS SIAP</td><td>Sloan Digital Sky Survey Images (Latest Release)</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr1-images</td><td>SDSSDR1</td><td>Sloan Digital Sky Survey DR1 - Images</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr2-images</td><td>SDSSDR2</td><td>Sloan Digital Sky Survey DR2 - Images</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr3-color</td><td>SDSSDR3-Color</td><td>Sloan Digital Sky Survey DR3</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr3-g</td><td>SDSSDR3-G</td><td>Sloan Digital Sky Survey DR3 - Filter g</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr3-i</td><td>SDSSDR3-I</td><td>Sloan Digital Sky Survey DR3 - Filter i</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr3-r</td><td>SDSSDR3-R</td><td>Sloan Digital Sky Survey DR3 - Filter r</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr3-u</td><td>SDSSDR3-U</td><td>Sloan Digital Sky Survey DR3 - Filter u</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr3-z</td><td>SDSSDR3-Z</td><td>Sloan Digital Sky Survey DR3 - Filter z</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr4-color</td><td>SDSSDR4-Color</td><td>Sloan Digital Sky Survey DR4</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr4-images</td><td>SDSSDR4</td><td>Sloan Digital Sky Survey DR4 - Images</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr5-images</td><td>SDSSDR5</td><td>Sloan Digital Sky Survey DR5 - Images</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr7-images</td><td>SDSSDR7</td><td>Sloan Digital Sky Survey DR7 - Images</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr8-images</td><td>SDSSDR8</td><td>Sloan Digital Sky Survey DR8 - Images</td><td></td></tr>\n",
       "<tr><td>ivo://sdss.jhu/services/siapdr9-images</td><td>SDSSDR9</td><td>Sloan Digital Sky Survey DR9 - Images</td><td></td></tr>\n",
       "</table></div>"
      ],
      "text/plain": [
       "<Table length=21>\n",
       "                ivoid                    short_name  ...     source_value   \n",
       "                object                     object    ...        object      \n",
       "-------------------------------------- ------------- ... -------------------\n",
       "           ivo://mast.stsci/siap/al218     VLA.AL218 ...                    \n",
       "       ivo://mast.stsci/siap/vla-first     VLA-FIRST ...                    \n",
       "       ivo://nasa.heasarc/skyview/sdss          SDSS ...                    \n",
       "    ivo://nasa.heasarc/skyview/sdssdr7       SDSSDR7 ...                    \n",
       "ivo://nasa.heasarc/skyview/stripe82vla   Stripe82VLA ...                    \n",
       "          ivo://org.gavo.dc/bgds/q/sia      bgds sia ... 2015AN....336..590H\n",
       "   ivo://sdss.jhu/services/siap-images     SDSS SIAP ...                    \n",
       "ivo://sdss.jhu/services/siapdr1-images       SDSSDR1 ...                    \n",
       "ivo://sdss.jhu/services/siapdr2-images       SDSSDR2 ...                    \n",
       " ivo://sdss.jhu/services/siapdr3-color SDSSDR3-Color ...                    \n",
       "     ivo://sdss.jhu/services/siapdr3-g     SDSSDR3-G ...                    \n",
       "     ivo://sdss.jhu/services/siapdr3-i     SDSSDR3-I ...                    \n",
       "     ivo://sdss.jhu/services/siapdr3-r     SDSSDR3-R ...                    \n",
       "     ivo://sdss.jhu/services/siapdr3-u     SDSSDR3-U ...                    \n",
       "     ivo://sdss.jhu/services/siapdr3-z     SDSSDR3-Z ...                    \n",
       " ivo://sdss.jhu/services/siapdr4-color SDSSDR4-Color ...                    \n",
       "ivo://sdss.jhu/services/siapdr4-images       SDSSDR4 ...                    \n",
       "ivo://sdss.jhu/services/siapdr5-images       SDSSDR5 ...                    \n",
       "ivo://sdss.jhu/services/siapdr7-images       SDSSDR7 ...                    \n",
       "ivo://sdss.jhu/services/siapdr8-images       SDSSDR8 ...                    \n",
       "ivo://sdss.jhu/services/siapdr9-images       SDSSDR9 ...                    "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdss_image_services = vo.regsearch(keywords=['sloan'], servicetype='image')\n",
    "sdss_image_services.to_table()['ivoid', 'short_name', 'res_title', 'source_value']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "c0133cb4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'SDSS SIAP'"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#  Use list comprehension to check each service's short_name attribute.\n",
    "#   Given the above, we know the first match is the right one.\n",
    "sdss_image_service = [s for s in sdss_image_services if 'SDSS SIAP' in s.short_name ][0]\n",
    "sdss_image_service.short_name"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "56b6074a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "60"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sdss_image_table = sdss_image_service.search(pos=pos, size=0.0)\n",
    "len(sdss_image_table['Title'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "cac71081",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sloan Digital Sky Survey - Filter r None\n"
     ]
    }
   ],
   "source": [
    "for sdss_rband_record in sdss_image_table:\n",
    "    if 'Sloan Digital Sky Survey - Filter r' in sdss_rband_record.title:\n",
    "        break\n",
    "print(sdss_rband_record.title, sdss_rband_record.bandpass_id)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "d63516de",
   "metadata": {},
   "outputs": [],
   "source": [
    "##  See above regarding two ways to do this\n",
    "# sdss_rband_image = fits.open(sdss_rband_record.getdataurl())\n",
    "file_name = download_file(sdss_rband_record.getdataurl(), cache=True)\n",
    "sdss_rband_image=fits.open(file_name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "042d594b",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 54007.000000 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x7fb6c4740070>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure()\n",
    "\n",
    "ax = fig.add_subplot(1, 1, 1, projection=WCS(sdss_rband_image[0].header))\n",
    "\n",
    "interval = vis.PercentileInterval(99.9)\n",
    "vmin,vmax = interval.get_limits(sdss_rband_image[0].data)\n",
    "norm = vis.ImageNormalize(vmin=vmin, vmax=vmax, stretch=vis.LogStretch(1000))\n",
    "ax.imshow(sdss_rband_image[0].data, cmap = 'gray_r', norm = norm, origin = 'lower')\n",
    "ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "93eea69e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 54007.000000 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.collections.PathCollection at 0x7fb6c47a7280>"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "cutout = Cutout2D(sdss_rband_image[0].data, pos, size, wcs=WCS(sdss_rband_image[0].header))\n",
    "fig = plt.figure()\n",
    "ax = fig.add_subplot(1, 1, 1, projection=cutout.wcs)\n",
    "vmin,vmax = interval.get_limits(sdss_rband_image[0].data)\n",
    "norm = vis.ImageNormalize(vmin=vmin, vmax=vmax, stretch=vis.LogStretch(1000))\n",
    "ax.imshow(cutout.data, cmap = 'gray_r', norm = norm, origin = 'lower')\n",
    "ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cb7ffcda",
   "metadata": {},
   "source": [
    "## 15. Try looping over all positions and plotting multiwavelength cutouts"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "365b9407",
   "metadata": {},
   "source": [
    "Warning: this cell takes a long time to run! We limit it to the first three galaxies only."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "70e6ac93",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 54007.000000 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 54424.000000 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: FITSFixedWarning: 'datfix' made the change 'Set MJD-OBS to 51465.000000 from DATE-OBS'. [astropy.wcs.wcs]\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2000x600 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Pick the first 3 galaxies.\n",
    "galaxy_subset = galaxies[0:3]\n",
    "\n",
    "# For each galaxy,\n",
    "for galaxy in galaxy_subset:\n",
    "\n",
    "    # Establish the position.\n",
    "    ra = galaxy['RA']\n",
    "    dec = galaxy['DEC']\n",
    "    pos = SkyCoord(ra, dec, unit = 'deg')\n",
    "\n",
    "    # Set up the plot for this position.\n",
    "    fig = plt.figure(figsize=(20,6))\n",
    "    plt.suptitle('POSITION = ' + str(ra) + ', ' + str(dec), fontsize=16)\n",
    "\n",
    "    # GALEX\n",
    "\n",
    "    # Find the GALEX images that overlap the position.\n",
    "    galex_image_table = galex_image_service.search(pos=pos, size=0.25)\n",
    "\n",
    "    # Find the GALEX All-Sky Image Survey (AIS) Near-UV FITS coadd.\n",
    "    galex_image_record = None\n",
    "    for record in galex_image_table:\n",
    "        if (('image/fits' in record.format) and\n",
    "            (record['energy_bounds_center'] == 2.35e-07) and\n",
    "            (record['productType'] == 'SCIENCE')):\n",
    "            galex_image_record = record\n",
    "            break\n",
    "\n",
    "    if galex_image_record is not None:\n",
    "        # Create a cutout.\n",
    "        file_name = download_file(galex_image_record.getdataurl(), cache=True)\n",
    "        gimage = fits.open(file_name)\n",
    "        galex_cutout = Cutout2D(gimage[0].data, pos, size, wcs=WCS(gimage[0].header))\n",
    "\n",
    "        # Plot the cutout in the first position of a 1x3 (rowsxcols) grid.\n",
    "        ax = fig.add_subplot(1, 3, 1, projection=galex_cutout.wcs)\n",
    "        ax.set_title(galex_image_record.title)\n",
    "        ax.imshow(galex_cutout.data, cmap='gray_r', origin='lower', vmin = 0.0, vmax = 0.01)\n",
    "        ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')\n",
    "    else:\n",
    "        # We didn't find a suitable image, so leave that subplot blank.\n",
    "        ax = fig.add_subplot(1, 3, 1, projection=galex_cutout.wcs)\n",
    "        ax.set_title('GALEX image not found')\n",
    "\n",
    "    # SDSS\n",
    "\n",
    "    # Find the SDSS images that overlap the position.\n",
    "    sdss_image_table = sdss_image_service.search(pos=pos, size=0)\n",
    "\n",
    "    # Find the first SDSS r-band image.\n",
    "    sdss_rband_record = None\n",
    "    for record in sdss_image_table:\n",
    "        if 'Sloan Digital Sky Survey - Filter r' in record.title:\n",
    "            sdss_rband_record = record\n",
    "            break\n",
    "\n",
    "    if sdss_rband_record is not None:\n",
    "        # Create a cutout.\n",
    "        file_name = download_file(sdss_rband_record.getdataurl(), cache=True)\n",
    "        sdss_rband_image=fits.open(file_name)\n",
    "\n",
    "        sdss_cutout = Cutout2D(sdss_rband_image[0].data, pos, size,\n",
    "                               wcs=WCS(sdss_rband_image[0].header))\n",
    "\n",
    "        # Plot the cutout in the second position of a 1x3 grid.\n",
    "        vmin,vmax = interval.get_limits(sdss_cutout.data)\n",
    "        norm = vis.ImageNormalize(vmin=vmin, vmax=vmax, stretch=vis.LogStretch(1000))\n",
    "        ax = fig.add_subplot(1, 3, 2, projection=sdss_cutout.wcs)\n",
    "        ax.imshow(sdss_cutout.data, cmap = 'gray_r', norm = norm, origin = 'lower')\n",
    "        ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')\n",
    "        ax.set_title(sdss_rband_record.title)\n",
    "    else:\n",
    "        # We didn't find a suitable image, so leave that subplot blank.\n",
    "        ax = fig.add_subplot(1, 3, 2, projection=galex_cutout.wcs)\n",
    "        ax.set_title('SDSS rband image not found')\n",
    "\n",
    "    # AllWISE\n",
    "\n",
    "    # Find the AllWISE images that overlap the position.\n",
    "    allwise_image_table = allwise_image_service.search(pos=pos, size=0)\n",
    "\n",
    "    # Find the first AllWISE W1 channel image.\n",
    "    allwise_image_record = None\n",
    "    for record in allwise_image_table:\n",
    "        if 'W1' in record.bandpass_id:\n",
    "            allwise_image_record = record\n",
    "            break\n",
    "\n",
    "    if allwise_image_record is not None:\n",
    "        # Create a cutout.\n",
    "        file_name = download_file(allwise_image_record.getdataurl(), cache=True)\n",
    "        allwise_w1_image=fits.open(file_name)\n",
    "\n",
    "        allwise_cutout = Cutout2D(allwise_w1_image[0].data, pos, (size, size),\n",
    "                                  wcs=WCS(allwise_w1_image[0].header))\n",
    "\n",
    "        # Plot the cutout in the third position of a 1x3 grid.\n",
    "        ax = fig.add_subplot(1, 3, 3, projection=allwise_cutout.wcs)\n",
    "        ax.imshow(allwise_cutout.data, cmap='gray_r', origin='lower', vmax = 10)\n",
    "        ax.scatter(ra, dec, transform=ax.get_transform('fk5'), s=500, edgecolor='red', facecolor='none')\n",
    "        ax.set_title(allwise_image_record.title)\n",
    "    else:\n",
    "        # We didn't find a suitable image, so leave that subplot blank.\n",
    "        ax = fig.add_subplot(1, 3, 3, projection=galex_cutout.wcs)\n",
    "        ax.set_title('AllWISE W1 image not found')"
   ]
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