diff --git a/paper/figures/aleatoric_limit.svg b/paper/figures/aleatoric_limit.svg
deleted file mode 100644
index b60e27e..0000000
--- a/paper/figures/aleatoric_limit.svg
+++ /dev/null
@@ -1,1594 +0,0 @@
-<?xml version="1.0" encoding="utf-8" standalone="no"?>
-<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
-  "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
-<svg xmlns:xlink="http://www.w3.org/1999/xlink" width="460.8pt" height="345.6pt" viewBox="0 0 460.8 345.6" xmlns="http://www.w3.org/2000/svg" version="1.1">
- <metadata>
-  <rdf:RDF xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:cc="http://creativecommons.org/ns#" xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#">
-   <cc:Work>
-    <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
-    <dc:date>2024-09-30T13:57:30.140145</dc:date>
-    <dc:format>image/svg+xml</dc:format>
-    <dc:creator>
-     <cc:Agent>
-      <dc:title>Matplotlib v3.6.2, https://matplotlib.org/</dc:title>
-     </cc:Agent>
-    </dc:creator>
-   </cc:Work>
-  </rdf:RDF>
- </metadata>
- <defs>
-  <style type="text/css">*{stroke-linejoin: round; stroke-linecap: butt}</style>
- </defs>
- <g id="figure_1">
-  <g id="patch_1">
-   <path d="M 0 345.6 
-L 460.8 345.6 
-L 460.8 0 
-L 0 0 
-z
-" style="fill: #ffffff"/>
-  </g>
-  <g id="axes_1">
-   <g id="patch_2">
-    <path d="M 57.6 307.584 
-L 414.72 307.584 
-L 414.72 41.472 
-L 57.6 41.472 
-z
-" style="fill: #ffffff"/>
-   </g>
-   <g id="matplotlib.axis_1">
-    <g id="xtick_1">
-     <g id="line2d_1">
-      <defs>
-       <path id="mdab86f94a5" d="M 0 0 
-L 0 3.5 
-" style="stroke: #000000; stroke-width: 0.8"/>
-      </defs>
-      <g>
-       <use xlink:href="#mdab86f94a5" x="72.582854" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
-      </g>
-     </g>
-     <g id="text_1">
-      <!-- 0 -->
-      <g transform="translate(65.575042 333.832125) scale(0.26 -0.26)">
-       <defs>
-        <path id="SegoeUI-30" d="M 3188 2259 
-Q 3188 1697 3086 1262 
-Q 2984 828 2792 529 
-Q 2600 231 2320 76 
-Q 2041 -78 1684 -78 
-Q 1347 -78 1083 70 
-Q 819 219 637 503 
-Q 456 788 362 1202 
-Q 269 1616 269 2150 
-Q 269 2738 367 3188 
-Q 466 3638 656 3942 
-Q 847 4247 1130 4401 
-Q 1413 4556 1778 4556 
-Q 3188 4556 3188 2259 
-z
-M 2663 2209 
-Q 2663 4122 1753 4122 
-Q 794 4122 794 2175 
-Q 794 359 1734 359 
-Q 2663 359 2663 2209 
-z
-" transform="scale(0.015625)"/>
-       </defs>
-       <use xlink:href="#SegoeUI-30"/>
-      </g>
-     </g>
-    </g>
-    <g id="xtick_2">
-     <g id="line2d_2">
-      <g>
-       <use xlink:href="#mdab86f94a5" x="197.570167" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
-      </g>
-     </g>
-     <g id="text_2">
-      <!-- 2000 -->
-      <g transform="translate(169.538917 333.832125) scale(0.26 -0.26)">
-       <defs>
-        <path id="SegoeUI-32" d="M 2413 3306 
-Q 2413 3513 2348 3666 
-Q 2284 3819 2173 3920 
-Q 2063 4022 1913 4072 
-Q 1763 4122 1588 4122 
-Q 1438 4122 1294 4081 
-Q 1150 4041 1014 3969 
-Q 878 3897 751 3797 
-Q 625 3697 516 3575 
-L 516 4125 
-Q 731 4334 998 4445 
-Q 1266 4556 1650 4556 
-Q 1925 4556 2159 4476 
-Q 2394 4397 2566 4244 
-Q 2738 4091 2836 3866 
-Q 2934 3641 2934 3350 
-Q 2934 3084 2873 2868 
-Q 2813 2653 2689 2462 
-Q 2566 2272 2378 2097 
-Q 2191 1922 1938 1741 
-Q 1622 1516 1417 1356 
-Q 1213 1197 1092 1058 
-Q 972 919 923 780 
-Q 875 641 875 459 
-L 3106 459 
-L 3106 0 
-L 341 0 
-L 341 222 
-Q 341 509 403 728 
-Q 466 947 609 1144 
-Q 753 1341 986 1537 
-Q 1219 1734 1556 1981 
-Q 1800 2156 1964 2315 
-Q 2128 2475 2228 2634 
-Q 2328 2794 2370 2958 
-Q 2413 3122 2413 3306 
-z
-" transform="scale(0.015625)"/>
-       </defs>
-       <use xlink:href="#SegoeUI-32"/>
-       <use xlink:href="#SegoeUI-30" x="53.90625"/>
-       <use xlink:href="#SegoeUI-30" x="107.8125"/>
-       <use xlink:href="#SegoeUI-30" x="161.71875"/>
-      </g>
-     </g>
-    </g>
-    <g id="xtick_3">
-     <g id="line2d_3">
-      <g>
-       <use xlink:href="#mdab86f94a5" x="322.55748" y="307.584" style="stroke: #000000; stroke-width: 0.8"/>
-      </g>
-     </g>
-     <g id="text_3">
-      <!-- 4000 -->
-      <g transform="translate(294.52623 333.832125) scale(0.26 -0.26)">
-       <defs>
-        <path id="SegoeUI-34" d="M 2656 4481 
-L 2656 1522 
-L 3231 1522 
-L 3231 1053 
-L 2656 1053 
-L 2656 0 
-L 2150 0 
-L 2150 1053 
-L 44 1053 
-L 44 1497 
-Q 338 1828 638 2204 
-Q 938 2581 1211 2968 
-Q 1484 3356 1717 3742 
-Q 1950 4128 2109 4481 
-L 2656 4481 
-z
-M 622 1522 
-L 2150 1522 
-L 2150 3716 
-Q 1916 3306 1706 2984 
-Q 1497 2663 1308 2400 
-Q 1119 2138 947 1925 
-Q 775 1713 622 1522 
-z
-" transform="scale(0.015625)"/>
-       </defs>
-       <use xlink:href="#SegoeUI-34"/>
-       <use xlink:href="#SegoeUI-30" x="53.90625"/>
-       <use xlink:href="#SegoeUI-30" x="107.8125"/>
-       <use xlink:href="#SegoeUI-30" x="161.71875"/>
-      </g>
-     </g>
-    </g>
-    <g id="text_4">
-     <!-- Number Experiments for Training -->
-     <g transform="translate(46.624062 363.3365) scale(0.26 -0.26)">
-      <defs>
-       <path id="SegoeUI-4e" d="M 4200 0 
-L 3556 0 
-L 1250 3572 
-Q 1163 3706 1106 3853 
-L 1088 3853 
-Q 1113 3709 1113 3238 
-L 1113 0 
-L 588 0 
-L 588 4481 
-L 1269 4481 
-L 3513 966 
-Q 3653 747 3694 666 
-L 3706 666 
-Q 3675 859 3675 1325 
-L 3675 4481 
-L 4200 4481 
-L 4200 0 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-75" d="M 3106 0 
-L 2594 0 
-L 2594 506 
-L 2581 506 
-Q 2263 -75 1594 -75 
-Q 450 -75 450 1288 
-L 450 3200 
-L 959 3200 
-L 959 1369 
-Q 959 356 1734 356 
-Q 2109 356 2351 632 
-Q 2594 909 2594 1356 
-L 2594 3200 
-L 3106 3200 
-L 3106 0 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-6d" d="M 5063 0 
-L 4550 0 
-L 4550 1838 
-Q 4550 2369 4386 2606 
-Q 4222 2844 3834 2844 
-Q 3506 2844 3276 2544 
-Q 3047 2244 3047 1825 
-L 3047 0 
-L 2534 0 
-L 2534 1900 
-Q 2534 2844 1806 2844 
-Q 1469 2844 1250 2561 
-Q 1031 2278 1031 1825 
-L 1031 0 
-L 519 0 
-L 519 3200 
-L 1031 3200 
-L 1031 2694 
-L 1044 2694 
-Q 1384 3275 2038 3275 
-Q 2366 3275 2609 3092 
-Q 2853 2909 2944 2613 
-Q 3300 3275 4006 3275 
-Q 5063 3275 5063 1972 
-L 5063 0 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-62" d="M 1044 463 
-L 1031 463 
-L 1031 0 
-L 519 0 
-L 519 4738 
-L 1031 4738 
-L 1031 2638 
-L 1044 2638 
-Q 1422 3275 2150 3275 
-Q 2766 3275 3114 2845 
-Q 3463 2416 3463 1694 
-Q 3463 891 3072 408 
-Q 2681 -75 2003 -75 
-Q 1369 -75 1044 463 
-z
-M 1031 1753 
-L 1031 1306 
-Q 1031 909 1289 632 
-Q 1547 356 1944 356 
-Q 2409 356 2673 712 
-Q 2938 1069 2938 1703 
-Q 2938 2238 2691 2541 
-Q 2444 2844 2022 2844 
-Q 1575 2844 1303 2533 
-Q 1031 2222 1031 1753 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-65" d="M 3091 1472 
-L 831 1472 
-Q 844 938 1119 647 
-Q 1394 356 1875 356 
-Q 2416 356 2869 713 
-L 2869 231 
-Q 2447 -75 1753 -75 
-Q 1075 -75 687 361 
-Q 300 797 300 1588 
-Q 300 2334 723 2804 
-Q 1147 3275 1775 3275 
-Q 2403 3275 2747 2869 
-Q 3091 2463 3091 1741 
-L 3091 1472 
-z
-M 2566 1906 
-Q 2563 2350 2352 2597 
-Q 2141 2844 1766 2844 
-Q 1403 2844 1150 2584 
-Q 897 2325 838 1906 
-L 2566 1906 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-72" d="M 2188 2681 
-Q 2053 2784 1800 2784 
-Q 1472 2784 1251 2475 
-Q 1031 2166 1031 1631 
-L 1031 0 
-L 519 0 
-L 519 3200 
-L 1031 3200 
-L 1031 2541 
-L 1044 2541 
-Q 1153 2878 1378 3067 
-Q 1603 3256 1881 3256 
-Q 2081 3256 2188 3213 
-L 2188 2681 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-20" transform="scale(0.015625)"/>
-       <path id="SegoeUI-45" d="M 2963 0 
-L 588 0 
-L 588 4481 
-L 2863 4481 
-L 2863 4006 
-L 1113 4006 
-L 1113 2516 
-L 2731 2516 
-L 2731 2044 
-L 1113 2044 
-L 1113 475 
-L 2963 475 
-L 2963 0 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-78" d="M 2856 3200 
-L 1781 1581 
-L 2838 0 
-L 2241 0 
-L 1613 1038 
-Q 1553 1134 1472 1281 
-L 1459 1281 
-Q 1444 1253 1313 1038 
-L 672 0 
-L 81 0 
-L 1172 1569 
-L 128 3200 
-L 725 3200 
-L 1344 2106 
-Q 1413 1984 1478 1856 
-L 1491 1856 
-L 2291 3200 
-L 2856 3200 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-70" d="M 1044 463 
-L 1031 463 
-L 1031 -1472 
-L 519 -1472 
-L 519 3200 
-L 1031 3200 
-L 1031 2638 
-L 1044 2638 
-Q 1422 3275 2150 3275 
-Q 2769 3275 3116 2845 
-Q 3463 2416 3463 1694 
-Q 3463 891 3072 408 
-Q 2681 -75 2003 -75 
-Q 1381 -75 1044 463 
-z
-M 1031 1753 
-L 1031 1306 
-Q 1031 909 1289 632 
-Q 1547 356 1944 356 
-Q 2409 356 2673 712 
-Q 2938 1069 2938 1703 
-Q 2938 2238 2691 2541 
-Q 2444 2844 2022 2844 
-Q 1575 2844 1303 2533 
-Q 1031 2222 1031 1753 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-69" d="M 781 4013 
-Q 644 4013 547 4106 
-Q 450 4200 450 4344 
-Q 450 4488 547 4583 
-Q 644 4678 781 4678 
-Q 922 4678 1020 4583 
-Q 1119 4488 1119 4344 
-Q 1119 4206 1020 4109 
-Q 922 4013 781 4013 
-z
-M 1031 0 
-L 519 0 
-L 519 3200 
-L 1031 3200 
-L 1031 0 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-6e" d="M 3175 0 
-L 2663 0 
-L 2663 1825 
-Q 2663 2844 1919 2844 
-Q 1534 2844 1282 2555 
-Q 1031 2266 1031 1825 
-L 1031 0 
-L 519 0 
-L 519 3200 
-L 1031 3200 
-L 1031 2669 
-L 1044 2669 
-Q 1406 3275 2094 3275 
-Q 2619 3275 2897 2936 
-Q 3175 2597 3175 1956 
-L 3175 0 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-74" d="M 2003 31 
-Q 1822 -69 1525 -69 
-Q 684 -69 684 869 
-L 684 2763 
-L 134 2763 
-L 134 3200 
-L 684 3200 
-L 684 3981 
-L 1197 4147 
-L 1197 3200 
-L 2003 3200 
-L 2003 2763 
-L 1197 2763 
-L 1197 959 
-Q 1197 638 1306 500 
-Q 1416 363 1669 363 
-Q 1863 363 2003 469 
-L 2003 31 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-73" d="M 325 116 
-L 325 666 
-Q 744 356 1247 356 
-Q 1922 356 1922 806 
-Q 1922 934 1864 1023 
-Q 1806 1113 1707 1181 
-Q 1609 1250 1476 1304 
-Q 1344 1359 1191 1419 
-Q 978 1503 817 1589 
-Q 656 1675 548 1783 
-Q 441 1891 386 2028 
-Q 331 2166 331 2350 
-Q 331 2575 434 2748 
-Q 538 2922 709 3039 
-Q 881 3156 1101 3215 
-Q 1322 3275 1556 3275 
-Q 1972 3275 2300 3131 
-L 2300 2613 
-Q 1947 2844 1488 2844 
-Q 1344 2844 1228 2811 
-Q 1113 2778 1030 2718 
-Q 947 2659 901 2576 
-Q 856 2494 856 2394 
-Q 856 2269 901 2184 
-Q 947 2100 1034 2034 
-Q 1122 1969 1247 1916 
-Q 1372 1863 1531 1800 
-Q 1744 1719 1912 1633 
-Q 2081 1547 2200 1439 
-Q 2319 1331 2383 1190 
-Q 2447 1050 2447 856 
-Q 2447 619 2342 444 
-Q 2238 269 2063 153 
-Q 1888 38 1659 -18 
-Q 1431 -75 1181 -75 
-Q 688 -75 325 116 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-66" d="M 2100 4288 
-Q 1950 4372 1759 4372 
-Q 1222 4372 1222 3694 
-L 1222 3200 
-L 1972 3200 
-L 1972 2763 
-L 1222 2763 
-L 1222 0 
-L 713 0 
-L 713 2763 
-L 166 2763 
-L 166 3200 
-L 713 3200 
-L 713 3719 
-Q 713 4222 1003 4514 
-Q 1294 4806 1728 4806 
-Q 1963 4806 2100 4750 
-L 2100 4288 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-6f" d="M 1856 -75 
-Q 1147 -75 723 373 
-Q 300 822 300 1563 
-Q 300 2369 740 2822 
-Q 1181 3275 1931 3275 
-Q 2647 3275 3048 2834 
-Q 3450 2394 3450 1613 
-Q 3450 847 3017 386 
-Q 2584 -75 1856 -75 
-z
-M 1894 2844 
-Q 1400 2844 1112 2508 
-Q 825 2172 825 1581 
-Q 825 1013 1115 684 
-Q 1406 356 1894 356 
-Q 2391 356 2658 678 
-Q 2925 1000 2925 1594 
-Q 2925 2194 2658 2519 
-Q 2391 2844 1894 2844 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-54" d="M 3238 4006 
-L 1944 4006 
-L 1944 0 
-L 1419 0 
-L 1419 4006 
-L 128 4006 
-L 128 4481 
-L 3238 4481 
-L 3238 4006 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-61" d="M 2809 0 
-L 2297 0 
-L 2297 500 
-L 2284 500 
-Q 1950 -75 1300 -75 
-Q 822 -75 551 178 
-Q 281 431 281 850 
-Q 281 1747 1338 1894 
-L 2297 2028 
-Q 2297 2844 1638 2844 
-Q 1059 2844 594 2450 
-L 594 2975 
-Q 1066 3275 1681 3275 
-Q 2809 3275 2809 2081 
-L 2809 0 
-z
-M 2297 1619 
-L 1525 1513 
-Q 1169 1463 987 1336 
-Q 806 1209 806 888 
-Q 806 653 973 504 
-Q 1141 356 1419 356 
-Q 1800 356 2048 623 
-Q 2297 891 2297 1300 
-L 2297 1619 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-67" d="M 3250 256 
-Q 3250 -1506 1563 -1506 
-Q 969 -1506 525 -1281 
-L 525 -769 
-Q 1066 -1069 1556 -1069 
-Q 2738 -1069 2738 188 
-L 2738 538 
-L 2725 538 
-Q 2359 -75 1625 -75 
-Q 1028 -75 664 351 
-Q 300 778 300 1497 
-Q 300 2313 692 2794 
-Q 1084 3275 1766 3275 
-Q 2413 3275 2725 2756 
-L 2738 2756 
-L 2738 3200 
-L 3250 3200 
-L 3250 256 
-z
-M 2738 1447 
-L 2738 1919 
-Q 2738 2300 2480 2572 
-Q 2222 2844 1838 2844 
-Q 1363 2844 1094 2498 
-Q 825 2153 825 1531 
-Q 825 997 1083 676 
-Q 1341 356 1766 356 
-Q 2197 356 2467 662 
-Q 2738 969 2738 1447 
-z
-" transform="scale(0.015625)"/>
-      </defs>
-      <use xlink:href="#SegoeUI-4e"/>
-      <use xlink:href="#SegoeUI-75" x="74.804688"/>
-      <use xlink:href="#SegoeUI-6d" x="131.396484"/>
-      <use xlink:href="#SegoeUI-62" x="217.529297"/>
-      <use xlink:href="#SegoeUI-65" x="276.318359"/>
-      <use xlink:href="#SegoeUI-72" x="328.613281"/>
-      <use xlink:href="#SegoeUI-20" x="363.378906"/>
-      <use xlink:href="#SegoeUI-45" x="390.771484"/>
-      <use xlink:href="#SegoeUI-78" x="441.357422"/>
-      <use xlink:href="#SegoeUI-70" x="487.255859"/>
-      <use xlink:href="#SegoeUI-65" x="546.044922"/>
-      <use xlink:href="#SegoeUI-72" x="598.339844"/>
-      <use xlink:href="#SegoeUI-69" x="633.105469"/>
-      <use xlink:href="#SegoeUI-6d" x="657.324219"/>
-      <use xlink:href="#SegoeUI-65" x="743.457031"/>
-      <use xlink:href="#SegoeUI-6e" x="795.751953"/>
-      <use xlink:href="#SegoeUI-74" x="852.34375"/>
-      <use xlink:href="#SegoeUI-73" x="886.230469"/>
-      <use xlink:href="#SegoeUI-20" x="928.662109"/>
-      <use xlink:href="#SegoeUI-66" x="956.054688"/>
-      <use xlink:href="#SegoeUI-6f" x="987.353516"/>
-      <use xlink:href="#SegoeUI-72" x="1045.947266"/>
-      <use xlink:href="#SegoeUI-20" x="1080.712891"/>
-      <use xlink:href="#SegoeUI-54" x="1108.105469"/>
-      <use xlink:href="#SegoeUI-72" x="1151.748047"/>
-      <use xlink:href="#SegoeUI-61" x="1186.513672"/>
-      <use xlink:href="#SegoeUI-69" x="1237.392578"/>
-      <use xlink:href="#SegoeUI-6e" x="1261.611328"/>
-      <use xlink:href="#SegoeUI-69" x="1318.203125"/>
-      <use xlink:href="#SegoeUI-6e" x="1342.421875"/>
-      <use xlink:href="#SegoeUI-67" x="1399.013672"/>
-     </g>
-    </g>
-   </g>
-   <g id="matplotlib.axis_2">
-    <g id="ytick_1">
-     <g id="line2d_4">
-      <defs>
-       <path id="m81ace7c1ec" d="M 0 0 
-L -3.5 0 
-" style="stroke: #000000; stroke-width: 0.8"/>
-      </defs>
-      <g>
-       <use xlink:href="#m81ace7c1ec" x="57.6" y="249.821915" style="stroke: #000000; stroke-width: 0.8"/>
-      </g>
-     </g>
-     <g id="text_5">
-      <!-- 0.8 -->
-      <g transform="translate(16.93 259.445977) scale(0.26 -0.26)">
-       <defs>
-        <path id="SegoeUI-2e" d="M 697 -69 
-Q 553 -69 451 34 
-Q 350 138 350 281 
-Q 350 425 451 529 
-Q 553 634 697 634 
-Q 844 634 947 529 
-Q 1050 425 1050 281 
-Q 1050 138 947 34 
-Q 844 -69 697 -69 
-z
-" transform="scale(0.015625)"/>
-        <path id="SegoeUI-38" d="M 281 1250 
-Q 281 1428 337 1608 
-Q 394 1788 498 1944 
-Q 603 2100 758 2228 
-Q 913 2356 1109 2431 
-Q 819 2594 647 2848 
-Q 475 3103 475 3413 
-Q 475 3659 570 3868 
-Q 666 4078 834 4231 
-Q 1003 4384 1234 4470 
-Q 1466 4556 1734 4556 
-Q 2006 4556 2237 4468 
-Q 2469 4381 2637 4228 
-Q 2806 4075 2900 3865 
-Q 2994 3656 2994 3413 
-Q 2994 3103 2822 2848 
-Q 2650 2594 2366 2431 
-Q 2559 2356 2712 2228 
-Q 2866 2100 2970 1944 
-Q 3075 1788 3131 1608 
-Q 3188 1428 3188 1250 
-Q 3188 956 3081 712 
-Q 2975 469 2783 295 
-Q 2591 122 2323 25 
-Q 2056 -72 1734 -72 
-Q 1416 -72 1150 25 
-Q 884 122 690 295 
-Q 497 469 389 712 
-Q 281 956 281 1250 
-z
-M 838 1294 
-Q 838 1084 902 915 
-Q 966 747 1083 628 
-Q 1200 509 1367 445 
-Q 1534 381 1738 381 
-Q 1934 381 2100 447 
-Q 2266 513 2386 631 
-Q 2506 750 2573 919 
-Q 2641 1088 2641 1294 
-Q 2641 1481 2577 1645 
-Q 2513 1809 2394 1934 
-Q 2275 2059 2109 2131 
-Q 1944 2203 1738 2203 
-Q 1544 2203 1380 2136 
-Q 1216 2069 1095 1948 
-Q 975 1828 906 1661 
-Q 838 1494 838 1294 
-z
-M 997 3372 
-Q 997 3213 1055 3077 
-Q 1113 2941 1214 2839 
-Q 1316 2738 1450 2680 
-Q 1584 2622 1738 2622 
-Q 1891 2622 2027 2681 
-Q 2163 2741 2263 2842 
-Q 2363 2944 2422 3080 
-Q 2481 3216 2481 3372 
-Q 2481 3534 2423 3671 
-Q 2366 3809 2266 3909 
-Q 2166 4009 2030 4067 
-Q 1894 4125 1738 4125 
-Q 1572 4125 1436 4065 
-Q 1300 4006 1201 3904 
-Q 1103 3803 1050 3665 
-Q 997 3528 997 3372 
-z
-" transform="scale(0.015625)"/>
-       </defs>
-       <use xlink:href="#SegoeUI-30"/>
-       <use xlink:href="#SegoeUI-2e" x="53.90625"/>
-       <use xlink:href="#SegoeUI-38" x="75.585938"/>
-      </g>
-     </g>
-    </g>
-    <g id="ytick_2">
-     <g id="line2d_5">
-      <g>
-       <use xlink:href="#m81ace7c1ec" x="57.6" y="158.489745" style="stroke: #000000; stroke-width: 0.8"/>
-      </g>
-     </g>
-     <g id="text_6">
-      <!-- 1.0 -->
-      <g transform="translate(16.93 168.113807) scale(0.26 -0.26)">
-       <defs>
-        <path id="SegoeUI-31" d="M 2263 0 
-L 1750 0 
-L 1750 3872 
-Q 1691 3813 1577 3736 
-Q 1463 3659 1320 3584 
-Q 1178 3509 1020 3443 
-Q 863 3378 713 3341 
-L 713 3859 
-Q 881 3906 1070 3986 
-Q 1259 4066 1442 4164 
-Q 1625 4263 1787 4370 
-Q 1950 4478 2069 4581 
-L 2263 4581 
-L 2263 0 
-z
-" transform="scale(0.015625)"/>
-       </defs>
-       <use xlink:href="#SegoeUI-31"/>
-       <use xlink:href="#SegoeUI-2e" x="53.90625"/>
-       <use xlink:href="#SegoeUI-30" x="75.585938"/>
-      </g>
-     </g>
-    </g>
-    <g id="ytick_3">
-     <g id="line2d_6">
-      <g>
-       <use xlink:href="#m81ace7c1ec" x="57.6" y="67.157575" style="stroke: #000000; stroke-width: 0.8"/>
-      </g>
-     </g>
-     <g id="text_7">
-      <!-- 1.2 -->
-      <g transform="translate(16.93 76.781637) scale(0.26 -0.26)">
-       <use xlink:href="#SegoeUI-31"/>
-       <use xlink:href="#SegoeUI-2e" x="53.90625"/>
-       <use xlink:href="#SegoeUI-32" x="75.585938"/>
-      </g>
-     </g>
-    </g>
-    <g id="text_8">
-     <!-- Test RMSE (logS) -->
-     <g transform="translate(6.811875 269.954094) rotate(-90) scale(0.26 -0.26)">
-      <defs>
-       <path id="SegoeUI-52" d="M 3800 0 
-L 3175 0 
-L 2425 1256 
-Q 2322 1431 2225 1554 
-Q 2128 1678 2026 1756 
-Q 1925 1834 1808 1870 
-Q 1691 1906 1544 1906 
-L 1113 1906 
-L 1113 0 
-L 588 0 
-L 588 4481 
-L 1925 4481 
-Q 2219 4481 2467 4407 
-Q 2716 4334 2898 4184 
-Q 3081 4034 3184 3811 
-Q 3288 3588 3288 3288 
-Q 3288 3053 3217 2858 
-Q 3147 2663 3017 2509 
-Q 2888 2356 2705 2248 
-Q 2522 2141 2294 2081 
-L 2294 2069 
-Q 2406 2019 2489 1955 
-Q 2572 1891 2647 1803 
-Q 2722 1716 2795 1605 
-Q 2869 1494 2959 1347 
-L 3800 0 
-z
-M 1113 4006 
-L 1113 2381 
-L 1825 2381 
-Q 2022 2381 2189 2440 
-Q 2356 2500 2478 2611 
-Q 2600 2722 2669 2883 
-Q 2738 3044 2738 3244 
-Q 2738 3603 2505 3804 
-Q 2272 4006 1831 4006 
-L 1113 4006 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-4d" d="M 5156 0 
-L 4634 0 
-L 4634 3006 
-Q 4634 3363 4678 3878 
-L 4666 3878 
-Q 4591 3575 4531 3444 
-L 3000 0 
-L 2744 0 
-L 1216 3419 
-Q 1150 3569 1081 3878 
-L 1069 3878 
-Q 1094 3609 1094 3000 
-L 1094 0 
-L 588 0 
-L 588 4481 
-L 1281 4481 
-L 2656 1356 
-Q 2816 997 2863 819 
-L 2881 819 
-Q 3016 1188 3097 1369 
-L 4500 4481 
-L 5156 4481 
-L 5156 0 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-53" d="M 378 181 
-L 378 800 
-Q 484 706 632 631 
-Q 781 556 945 504 
-Q 1109 453 1275 425 
-Q 1441 397 1581 397 
-Q 2066 397 2305 576 
-Q 2544 756 2544 1094 
-Q 2544 1275 2464 1409 
-Q 2384 1544 2243 1655 
-Q 2103 1766 1911 1867 
-Q 1719 1969 1497 2081 
-Q 1263 2200 1059 2322 
-Q 856 2444 706 2591 
-Q 556 2738 470 2923 
-Q 384 3109 384 3359 
-Q 384 3666 518 3892 
-Q 653 4119 872 4266 
-Q 1091 4413 1370 4484 
-Q 1650 4556 1941 4556 
-Q 2603 4556 2906 4397 
-L 2906 3806 
-Q 2509 4081 1888 4081 
-Q 1716 4081 1544 4045 
-Q 1372 4009 1237 3928 
-Q 1103 3847 1018 3719 
-Q 934 3591 934 3406 
-Q 934 3234 998 3109 
-Q 1063 2984 1188 2881 
-Q 1313 2778 1492 2681 
-Q 1672 2584 1906 2469 
-Q 2147 2350 2362 2219 
-Q 2578 2088 2740 1928 
-Q 2903 1769 2998 1575 
-Q 3094 1381 3094 1131 
-Q 3094 800 2964 570 
-Q 2834 341 2614 197 
-Q 2394 53 2106 -11 
-Q 1819 -75 1500 -75 
-Q 1394 -75 1237 -58 
-Q 1081 -41 918 -8 
-Q 756 25 611 73 
-Q 466 122 378 181 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-28" d="M 1863 -1019 
-L 1406 -1019 
-Q 438 88 438 1709 
-Q 438 3338 1406 4481 
-L 1869 4481 
-Q 888 3294 888 1716 
-Q 888 150 1863 -1019 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-6c" d="M 1031 0 
-L 519 0 
-L 519 4738 
-L 1031 4738 
-L 1031 0 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-29" d="M 531 -1019 
-L 75 -1019 
-Q 1050 150 1050 1716 
-Q 1050 3294 69 4481 
-L 531 4481 
-Q 1506 3338 1506 1709 
-Q 1506 88 531 -1019 
-z
-" transform="scale(0.015625)"/>
-      </defs>
-      <use xlink:href="#SegoeUI-54"/>
-      <use xlink:href="#SegoeUI-65" x="42.142578"/>
-      <use xlink:href="#SegoeUI-73" x="94.4375"/>
-      <use xlink:href="#SegoeUI-74" x="136.869141"/>
-      <use xlink:href="#SegoeUI-20" x="170.755859"/>
-      <use xlink:href="#SegoeUI-52" x="198.148438"/>
-      <use xlink:href="#SegoeUI-4d" x="257.962891"/>
-      <use xlink:href="#SegoeUI-53" x="347.757812"/>
-      <use xlink:href="#SegoeUI-45" x="400.882812"/>
-      <use xlink:href="#SegoeUI-20" x="451.46875"/>
-      <use xlink:href="#SegoeUI-28" x="478.861328"/>
-      <use xlink:href="#SegoeUI-6c" x="509.037109"/>
-      <use xlink:href="#SegoeUI-6f" x="533.255859"/>
-      <use xlink:href="#SegoeUI-67" x="591.849609"/>
-      <use xlink:href="#SegoeUI-53" x="650.736328"/>
-      <use xlink:href="#SegoeUI-29" x="703.861328"/>
-     </g>
-    </g>
-   </g>
-   <g id="line2d_7">
-    <path d="M 73.832727 295.488 
-L 75.707537 295.488 
-L 78.83222 295.488 
-L 85.081585 295.488 
-L 103.829682 295.488 
-L 135.076511 295.488 
-L 197.570167 295.488 
-L 291.310652 295.488 
-L 398.487273 295.488 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #7f7f80; stroke-width: 1.5"/>
-   </g>
-   <g id="line2d_8">
-    <path d="M 73.832727 158.489745 
-L 75.707537 158.489745 
-L 78.83222 158.489745 
-L 85.081585 158.489745 
-L 103.829682 158.489745 
-L 135.076511 158.489745 
-L 197.570167 158.489745 
-L 291.310652 158.489745 
-L 398.487273 158.489745 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #7f7f80; stroke-width: 1.5"/>
-   </g>
-   <g id="LineCollection_1">
-    <path d="M 73.832727 134.175675 
-L 73.832727 94.441343 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 75.707537 157.868494 
-L 75.707537 134.984938 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 78.83222 182.545986 
-L 78.83222 140.949936 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 85.081585 188.521866 
-L 85.081585 170.468263 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 103.829682 235.336765 
-L 103.829682 202.667863 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 135.076511 233.352544 
-L 135.076511 210.505753 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 197.570167 237.306545 
-L 197.570167 223.559179 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 291.310652 243.006436 
-L 291.310652 228.04161 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 398.487273 234.049622 
-L 398.487273 223.520206 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-   </g>
-   <g id="LineCollection_2">
-    <path d="M 73.832727 125.956227 
-L 73.832727 118.202541 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 75.707537 111.678148 
-L 75.707537 99.564862 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 78.83222 141.648308 
-L 78.83222 104.702082 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 85.081585 148.606623 
-L 85.081585 94.713985 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 103.829682 123.29931 
-L 103.829682 99.917506 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 135.076511 136.443774 
-L 135.076511 109.280115 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 197.570167 151.350351 
-L 197.570167 130.491644 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 291.310652 167.839026 
-L 291.310652 153.984405 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 398.487273 182.896331 
-L 398.487273 159.695502 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-   </g>
-   <g id="LineCollection_3">
-    <path d="M 73.832727 132.415194 
-L 73.832727 118.802425 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 75.707537 149.535307 
-L 75.707537 88.959466 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 78.83222 153.272934 
-L 78.83222 128.769094 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 85.081585 177.217398 
-L 85.081585 137.505011 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 103.829682 209.380995 
-L 103.829682 189.410827 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 135.076511 221.18563 
-L 135.076511 214.463727 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 197.570167 235.644196 
-L 197.570167 225.044514 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 291.310652 243.178138 
-L 291.310652 236.0283 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-    <path d="M 398.487273 236.06977 
-L 398.487273 234.930663 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5"/>
-   </g>
-   <g id="LineCollection_4">
-    <path d="M 73.832727 130.777164 
-L 73.832727 117.164396 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 75.707537 139.985404 
-L 75.707537 79.409563 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 78.83222 125.140513 
-L 78.83222 100.636673 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 85.081585 93.280386 
-L 85.081585 53.568 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 103.829682 155.232205 
-L 103.829682 135.262036 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 135.076511 138.337322 
-L 135.076511 131.615419 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 197.570167 167.242937 
-L 197.570167 156.643255 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 291.310652 177.543851 
-L 291.310652 170.394013 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-    <path d="M 398.487273 172.527683 
-L 398.487273 171.388577 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5"/>
-   </g>
-   <g id="line2d_9"/>
-   <g id="line2d_10"/>
-   <g id="line2d_11"/>
-   <g id="line2d_12"/>
-   <g id="line2d_13"/>
-   <g id="line2d_14">
-    <path d="M 73.832727 114.308509 
-L 75.707537 146.426716 
-L 78.83222 161.747961 
-L 85.081585 179.495065 
-L 103.829682 219.002314 
-L 135.076511 221.929148 
-L 197.570167 230.432862 
-L 291.310652 235.524023 
-L 398.487273 228.784914 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #0087ff; stroke-width: 1.5; stroke-linecap: square"/>
-    <defs>
-     <path id="mf125de3214" d="M 0 2 
-C 0.530406 2 1.03916 1.789267 1.414214 1.414214 
-C 1.789267 1.03916 2 0.530406 2 0 
-C 2 -0.530406 1.789267 -1.03916 1.414214 -1.414214 
-C 1.03916 -1.789267 0.530406 -2 0 -2 
-C -0.530406 -2 -1.03916 -1.789267 -1.414214 -1.414214 
-C -1.789267 -1.03916 -2 -0.530406 -2 0 
-C -2 0.530406 -1.789267 1.03916 -1.414214 1.414214 
-C -1.03916 1.789267 -0.530406 2 0 2 
-z
-" style="stroke: #0087ff"/>
-    </defs>
-    <g clip-path="url(#p8bc02fc093)">
-     <use xlink:href="#mf125de3214" x="73.832727" y="114.308509" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="75.707537" y="146.426716" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="78.83222" y="161.747961" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="85.081585" y="179.495065" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="103.829682" y="219.002314" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="135.076511" y="221.929148" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="197.570167" y="230.432862" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="291.310652" y="235.524023" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="398.487273" y="228.784914" style="fill: #0087ff; stroke: #0087ff"/>
-    </g>
-   </g>
-   <g id="line2d_15">
-    <path d="M 73.832727 122.079384 
-L 75.707537 105.621505 
-L 78.83222 123.175195 
-L 85.081585 121.660304 
-L 103.829682 111.608408 
-L 135.076511 122.861945 
-L 197.570167 140.920997 
-L 291.310652 160.911715 
-L 398.487273 171.295916 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke: #ff7800; stroke-width: 1.5; stroke-linecap: square"/>
-    <defs>
-     <path id="me367bca1c4" d="M 0 2 
-C 0.530406 2 1.03916 1.789267 1.414214 1.414214 
-C 1.789267 1.03916 2 0.530406 2 0 
-C 2 -0.530406 1.789267 -1.03916 1.414214 -1.414214 
-C 1.03916 -1.789267 0.530406 -2 0 -2 
-C -0.530406 -2 -1.03916 -1.789267 -1.414214 -1.414214 
-C -1.789267 -1.03916 -2 -0.530406 -2 0 
-C -2 0.530406 -1.789267 1.03916 -1.414214 1.414214 
-C -1.03916 1.789267 -0.530406 2 0 2 
-z
-" style="stroke: #ff7800"/>
-    </defs>
-    <g clip-path="url(#p8bc02fc093)">
-     <use xlink:href="#me367bca1c4" x="73.832727" y="122.079384" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="75.707537" y="105.621505" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="78.83222" y="123.175195" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="85.081585" y="121.660304" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="103.829682" y="111.608408" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="135.076511" y="122.861945" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="197.570167" y="140.920997" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="291.310652" y="160.911715" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="398.487273" y="171.295916" style="fill: #ff7800; stroke: #ff7800"/>
-    </g>
-   </g>
-   <g id="line2d_16">
-    <path d="M 73.832727 125.60881 
-L 75.707537 119.247387 
-L 78.83222 141.021014 
-L 85.081585 157.361205 
-L 103.829682 199.395911 
-L 135.076511 217.824678 
-L 197.570167 230.344355 
-L 291.310652 239.603219 
-L 398.487273 235.500217 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #0087ff; stroke-width: 1.5"/>
-    <g clip-path="url(#p8bc02fc093)">
-     <use xlink:href="#mf125de3214" x="73.832727" y="125.60881" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="75.707537" y="119.247387" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="78.83222" y="141.021014" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="85.081585" y="157.361205" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="103.829682" y="199.395911" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="135.076511" y="217.824678" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="197.570167" y="230.344355" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="291.310652" y="239.603219" style="fill: #0087ff; stroke: #0087ff"/>
-     <use xlink:href="#mf125de3214" x="398.487273" y="235.500217" style="fill: #0087ff; stroke: #0087ff"/>
-    </g>
-   </g>
-   <g id="line2d_17">
-    <path d="M 73.832727 123.97078 
-L 75.707537 109.697483 
-L 78.83222 112.888593 
-L 85.081585 73.424193 
-L 103.829682 145.247121 
-L 135.076511 134.97637 
-L 197.570167 161.943096 
-L 291.310652 173.968932 
-L 398.487273 171.95813 
-" clip-path="url(#p8bc02fc093)" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #ff7800; stroke-width: 1.5"/>
-    <g clip-path="url(#p8bc02fc093)">
-     <use xlink:href="#me367bca1c4" x="73.832727" y="123.97078" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="75.707537" y="109.697483" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="78.83222" y="112.888593" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="85.081585" y="73.424193" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="103.829682" y="145.247121" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="135.076511" y="134.97637" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="197.570167" y="161.943096" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="291.310652" y="173.968932" style="fill: #ff7800; stroke: #ff7800"/>
-     <use xlink:href="#me367bca1c4" x="398.487273" y="171.95813" style="fill: #ff7800; stroke: #ff7800"/>
-    </g>
-   </g>
-   <g id="patch_3">
-    <path d="M 57.6 307.584 
-L 57.6 41.472 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_4">
-    <path d="M 414.72 307.584 
-L 414.72 41.472 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_5">
-    <path d="M 57.6 307.584 
-L 414.72 307.584 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="patch_6">
-    <path d="M 57.6 41.472 
-L 414.72 41.472 
-" style="fill: none; stroke: #000000; stroke-width: 0.8; stroke-linejoin: miter; stroke-linecap: square"/>
-   </g>
-   <g id="text_9">
-    <!-- Approaching Aleatoric Limit -->
-    <g transform="translate(45.03075 34.13025) scale(0.312 -0.312)">
-     <defs>
-      <path id="SegoeUI-41" d="M 4056 0 
-L 3475 0 
-L 3000 1256 
-L 1100 1256 
-L 653 0 
-L 69 0 
-L 1788 4481 
-L 2331 4481 
-L 4056 0 
-z
-M 2828 1728 
-L 2125 3638 
-Q 2091 3731 2056 3938 
-L 2044 3938 
-Q 2013 3747 1972 3638 
-L 1275 1728 
-L 2828 1728 
-z
-" transform="scale(0.015625)"/>
-      <path id="SegoeUI-63" d="M 2700 147 
-Q 2331 -75 1825 -75 
-Q 1141 -75 720 370 
-Q 300 816 300 1525 
-Q 300 2316 753 2795 
-Q 1206 3275 1963 3275 
-Q 2384 3275 2706 3119 
-L 2706 2594 
-Q 2350 2844 1944 2844 
-Q 1453 2844 1139 2492 
-Q 825 2141 825 1569 
-Q 825 1006 1120 681 
-Q 1416 356 1913 356 
-Q 2331 356 2700 634 
-L 2700 147 
-z
-" transform="scale(0.015625)"/>
-      <path id="SegoeUI-68" d="M 3175 0 
-L 2663 0 
-L 2663 1844 
-Q 2663 2844 1919 2844 
-Q 1544 2844 1287 2555 
-Q 1031 2266 1031 1813 
-L 1031 0 
-L 519 0 
-L 519 4738 
-L 1031 4738 
-L 1031 2669 
-L 1044 2669 
-Q 1413 3275 2094 3275 
-Q 3175 3275 3175 1972 
-L 3175 0 
-z
-" transform="scale(0.015625)"/>
-      <path id="SegoeUI-4c" d="M 2913 0 
-L 588 0 
-L 588 4481 
-L 1113 4481 
-L 1113 475 
-L 2913 475 
-L 2913 0 
-z
-" transform="scale(0.015625)"/>
-     </defs>
-     <use xlink:href="#SegoeUI-41"/>
-     <use xlink:href="#SegoeUI-70" x="64.501953"/>
-     <use xlink:href="#SegoeUI-70" x="123.291016"/>
-     <use xlink:href="#SegoeUI-72" x="182.080078"/>
-     <use xlink:href="#SegoeUI-6f" x="215.470703"/>
-     <use xlink:href="#SegoeUI-61" x="272.689453"/>
-     <use xlink:href="#SegoeUI-63" x="323.568359"/>
-     <use xlink:href="#SegoeUI-68" x="369.759766"/>
-     <use xlink:href="#SegoeUI-69" x="426.351562"/>
-     <use xlink:href="#SegoeUI-6e" x="450.570312"/>
-     <use xlink:href="#SegoeUI-67" x="507.162109"/>
-     <use xlink:href="#SegoeUI-20" x="566.048828"/>
-     <use xlink:href="#SegoeUI-41" x="593.441406"/>
-     <use xlink:href="#SegoeUI-6c" x="657.943359"/>
-     <use xlink:href="#SegoeUI-65" x="682.162109"/>
-     <use xlink:href="#SegoeUI-61" x="734.457031"/>
-     <use xlink:href="#SegoeUI-74" x="785.335938"/>
-     <use xlink:href="#SegoeUI-6f" x="818.472656"/>
-     <use xlink:href="#SegoeUI-72" x="877.066406"/>
-     <use xlink:href="#SegoeUI-69" x="911.832031"/>
-     <use xlink:href="#SegoeUI-63" x="936.050781"/>
-     <use xlink:href="#SegoeUI-20" x="982.242188"/>
-     <use xlink:href="#SegoeUI-4c" x="1009.634766"/>
-     <use xlink:href="#SegoeUI-69" x="1056.705078"/>
-     <use xlink:href="#SegoeUI-6d" x="1080.923828"/>
-     <use xlink:href="#SegoeUI-69" x="1167.056641"/>
-     <use xlink:href="#SegoeUI-74" x="1191.275391"/>
-    </g>
-   </g>
-   <g id="legend_1">
-    <g id="patch_7">
-     <path d="M 208.089875 274.2055 
-L 628.648 274.2055 
-Q 633.848 274.2055 633.848 269.0055 
-L 633.848 80.0505 
-Q 633.848 74.8505 628.648 74.8505 
-L 208.089875 74.8505 
-Q 202.889875 74.8505 202.889875 80.0505 
-L 202.889875 269.0055 
-Q 202.889875 274.2055 208.089875 274.2055 
-z
-" style="fill: #ffffff; opacity: 0.8; stroke: #cccccc; stroke-linejoin: miter"/>
-    </g>
-    <g id="line2d_18">
-     <defs>
-      <path id="m41933585e4" d="M 0 3 
-C 0.795609 3 1.55874 2.683901 2.12132 2.12132 
-C 2.683901 1.55874 3 0.795609 3 0 
-C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 
-C 1.55874 -2.683901 0.795609 -3 0 -3 
-C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 
-C -2.683901 -1.55874 -3 -0.795609 -3 0 
-C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 
-C -1.55874 2.683901 -0.795609 3 0 3 
-z
-" style="stroke: #ff7800"/>
-     </defs>
-     <g>
-      <use xlink:href="#m41933585e4" x="239.289875" y="95.398625" style="fill: #ff7800; stroke: #ff7800"/>
-     </g>
-    </g>
-    <g id="text_10">
-     <!-- Leeds -->
-     <g transform="translate(286.089875 104.498625) scale(0.26 -0.26)">
-      <defs>
-       <path id="SegoeUI-64" d="M 3250 0 
-L 2738 0 
-L 2738 544 
-L 2725 544 
-Q 2369 -75 1625 -75 
-Q 1022 -75 661 354 
-Q 300 784 300 1525 
-Q 300 2319 700 2797 
-Q 1100 3275 1766 3275 
-Q 2425 3275 2725 2756 
-L 2738 2756 
-L 2738 4738 
-L 3250 4738 
-L 3250 0 
-z
-M 2738 1447 
-L 2738 1919 
-Q 2738 2306 2481 2575 
-Q 2225 2844 1831 2844 
-Q 1363 2844 1094 2500 
-Q 825 2156 825 1550 
-Q 825 997 1083 676 
-Q 1341 356 1775 356 
-Q 2203 356 2470 665 
-Q 2738 975 2738 1447 
-z
-" transform="scale(0.015625)"/>
-      </defs>
-      <use xlink:href="#SegoeUI-4c"/>
-      <use xlink:href="#SegoeUI-65" x="47.070312"/>
-      <use xlink:href="#SegoeUI-65" x="99.365234"/>
-      <use xlink:href="#SegoeUI-64" x="151.660156"/>
-      <use xlink:href="#SegoeUI-73" x="210.546875"/>
-     </g>
-    </g>
-    <g id="line2d_19">
-     <defs>
-      <path id="m70837a4f96" d="M 0 3 
-C 0.795609 3 1.55874 2.683901 2.12132 2.12132 
-C 2.683901 1.55874 3 0.795609 3 0 
-C 3 -0.795609 2.683901 -1.55874 2.12132 -2.12132 
-C 1.55874 -2.683901 0.795609 -3 0 -3 
-C -0.795609 -3 -1.55874 -2.683901 -2.12132 -2.12132 
-C -2.683901 -1.55874 -3 -0.795609 -3 0 
-C -3 0.795609 -2.683901 1.55874 -2.12132 2.12132 
-C -1.55874 2.683901 -0.795609 3 0 3 
-z
-" style="stroke: #0087ff"/>
-     </defs>
-     <g>
-      <use xlink:href="#m70837a4f96" x="239.289875" y="133.62675" style="fill: #0087ff; stroke: #0087ff"/>
-     </g>
-    </g>
-    <g id="text_11">
-     <!-- SolProp -->
-     <g transform="translate(286.089875 142.72675) scale(0.26 -0.26)">
-      <defs>
-       <path id="SegoeUI-50" d="M 1113 1694 
-L 1113 0 
-L 588 0 
-L 588 4481 
-L 1819 4481 
-Q 2538 4481 2933 4131 
-Q 3328 3781 3328 3144 
-Q 3328 2506 2889 2100 
-Q 2450 1694 1703 1694 
-L 1113 1694 
-z
-M 1113 4006 
-L 1113 2169 
-L 1663 2169 
-Q 2206 2169 2492 2417 
-Q 2778 2666 2778 3119 
-Q 2778 4006 1728 4006 
-L 1113 4006 
-z
-" transform="scale(0.015625)"/>
-      </defs>
-      <use xlink:href="#SegoeUI-53"/>
-      <use xlink:href="#SegoeUI-6f" x="53.125"/>
-      <use xlink:href="#SegoeUI-6c" x="111.71875"/>
-      <use xlink:href="#SegoeUI-50" x="135.9375"/>
-      <use xlink:href="#SegoeUI-72" x="191.943359"/>
-      <use xlink:href="#SegoeUI-6f" x="225.333984"/>
-      <use xlink:href="#SegoeUI-70" x="283.927734"/>
-     </g>
-    </g>
-    <g id="line2d_20">
-     <path d="M 213.289875 172.131125 
-L 239.289875 172.131125 
-L 265.289875 172.131125 
-" style="fill: none; stroke-dasharray: 5.55,2.4; stroke-dashoffset: 0; stroke: #000000; stroke-width: 1.5"/>
-    </g>
-    <g id="text_12">
-     <!-- fastprop+Sobolev -->
-     <g transform="translate(286.089875 181.231125) scale(0.26 -0.26)">
-      <defs>
-       <path id="SegoeUI-2b" d="M 3663 1656 
-L 2400 1656 
-L 2400 397 
-L 1984 397 
-L 1984 1656 
-L 725 1656 
-L 725 2075 
-L 1984 2075 
-L 1984 3334 
-L 2400 3334 
-L 2400 2075 
-L 3663 2075 
-L 3663 1656 
-z
-" transform="scale(0.015625)"/>
-       <path id="SegoeUI-76" d="M 3034 3200 
-L 1759 0 
-L 1256 0 
-L 44 3200 
-L 606 3200 
-L 1419 875 
-Q 1509 619 1531 428 
-L 1544 428 
-Q 1575 669 1644 863 
-L 2494 3200 
-L 3034 3200 
-z
-" transform="scale(0.015625)"/>
-      </defs>
-      <use xlink:href="#SegoeUI-66"/>
-      <use xlink:href="#SegoeUI-61" x="31.298828"/>
-      <use xlink:href="#SegoeUI-73" x="82.177734"/>
-      <use xlink:href="#SegoeUI-74" x="124.609375"/>
-      <use xlink:href="#SegoeUI-70" x="158.496094"/>
-      <use xlink:href="#SegoeUI-72" x="217.285156"/>
-      <use xlink:href="#SegoeUI-6f" x="250.675781"/>
-      <use xlink:href="#SegoeUI-70" x="309.269531"/>
-      <use xlink:href="#SegoeUI-2b" x="368.058594"/>
-      <use xlink:href="#SegoeUI-53" x="436.466797"/>
-      <use xlink:href="#SegoeUI-6f" x="489.591797"/>
-      <use xlink:href="#SegoeUI-62" x="548.185547"/>
-      <use xlink:href="#SegoeUI-6f" x="606.974609"/>
-      <use xlink:href="#SegoeUI-6c" x="665.568359"/>
-      <use xlink:href="#SegoeUI-65" x="689.787109"/>
-      <use xlink:href="#SegoeUI-76" x="742.082031"/>
-     </g>
-    </g>
-    <g id="line2d_21">
-     <path d="M 213.289875 210.35925 
-L 239.289875 210.35925 
-L 265.289875 210.35925 
-" style="fill: none; stroke: #000000; stroke-width: 1.5; stroke-linecap: square"/>
-    </g>
-    <g id="text_13">
-     <!-- ChemProp+Sobolev -->
-     <g transform="translate(286.089875 219.45925) scale(0.26 -0.26)">
-      <defs>
-       <path id="SegoeUI-43" d="M 3638 188 
-Q 3141 -75 2400 -75 
-Q 1444 -75 869 540 
-Q 294 1156 294 2156 
-Q 294 3231 941 3893 
-Q 1588 4556 2581 4556 
-Q 3219 4556 3638 4372 
-L 3638 3813 
-Q 3156 4081 2575 4081 
-Q 1803 4081 1323 3565 
-Q 844 3050 844 2188 
-Q 844 1369 1292 883 
-Q 1741 397 2469 397 
-Q 3144 397 3638 697 
-L 3638 188 
-z
-" transform="scale(0.015625)"/>
-      </defs>
-      <use xlink:href="#SegoeUI-43"/>
-      <use xlink:href="#SegoeUI-68" x="61.914062"/>
-      <use xlink:href="#SegoeUI-65" x="118.505859"/>
-      <use xlink:href="#SegoeUI-6d" x="170.800781"/>
-      <use xlink:href="#SegoeUI-50" x="256.933594"/>
-      <use xlink:href="#SegoeUI-72" x="312.939453"/>
-      <use xlink:href="#SegoeUI-6f" x="346.330078"/>
-      <use xlink:href="#SegoeUI-70" x="404.923828"/>
-      <use xlink:href="#SegoeUI-2b" x="463.712891"/>
-      <use xlink:href="#SegoeUI-53" x="532.121094"/>
-      <use xlink:href="#SegoeUI-6f" x="585.246094"/>
-      <use xlink:href="#SegoeUI-62" x="643.839844"/>
-      <use xlink:href="#SegoeUI-6f" x="702.628906"/>
-      <use xlink:href="#SegoeUI-6c" x="761.222656"/>
-      <use xlink:href="#SegoeUI-65" x="785.441406"/>
-      <use xlink:href="#SegoeUI-76" x="837.736328"/>
-     </g>
-    </g>
-    <g id="line2d_22">
-     <path d="M 213.289875 248.587375 
-L 239.289875 248.587375 
-L 265.289875 248.587375 
-" style="fill: none; stroke-dasharray: 1.5,2.475; stroke-dashoffset: 0; stroke: #7f7f80; stroke-width: 1.5"/>
-    </g>
-    <g id="text_14">
-     <!-- Experimental Accuracy Range -->
-     <g transform="translate(286.089875 257.687375) scale(0.26 -0.26)">
-      <defs>
-       <path id="SegoeUI-79" d="M 3066 3200 
-L 1594 -513 
-Q 1200 -1506 488 -1506 
-Q 288 -1506 153 -1466 
-L 153 -1006 
-Q 319 -1063 456 -1063 
-Q 844 -1063 1038 -600 
-L 1294 6 
-L 44 3200 
-L 613 3200 
-L 1478 738 
-Q 1494 691 1544 494 
-L 1563 494 
-Q 1578 569 1625 731 
-L 2534 3200 
-L 3066 3200 
-z
-" transform="scale(0.015625)"/>
-      </defs>
-      <use xlink:href="#SegoeUI-45"/>
-      <use xlink:href="#SegoeUI-78" x="50.585938"/>
-      <use xlink:href="#SegoeUI-70" x="96.484375"/>
-      <use xlink:href="#SegoeUI-65" x="155.273438"/>
-      <use xlink:href="#SegoeUI-72" x="207.568359"/>
-      <use xlink:href="#SegoeUI-69" x="242.333984"/>
-      <use xlink:href="#SegoeUI-6d" x="266.552734"/>
-      <use xlink:href="#SegoeUI-65" x="352.685547"/>
-      <use xlink:href="#SegoeUI-6e" x="404.980469"/>
-      <use xlink:href="#SegoeUI-74" x="461.572266"/>
-      <use xlink:href="#SegoeUI-61" x="495.458984"/>
-      <use xlink:href="#SegoeUI-6c" x="546.337891"/>
-      <use xlink:href="#SegoeUI-20" x="570.556641"/>
-      <use xlink:href="#SegoeUI-41" x="597.949219"/>
-      <use xlink:href="#SegoeUI-63" x="662.451172"/>
-      <use xlink:href="#SegoeUI-63" x="708.642578"/>
-      <use xlink:href="#SegoeUI-75" x="754.833984"/>
-      <use xlink:href="#SegoeUI-72" x="811.425781"/>
-      <use xlink:href="#SegoeUI-61" x="846.191406"/>
-      <use xlink:href="#SegoeUI-63" x="897.070312"/>
-      <use xlink:href="#SegoeUI-79" x="943.261719"/>
-      <use xlink:href="#SegoeUI-20" x="991.650391"/>
-      <use xlink:href="#SegoeUI-52" x="1019.042969"/>
-      <use xlink:href="#SegoeUI-61" x="1078.857422"/>
-      <use xlink:href="#SegoeUI-6e" x="1129.736328"/>
-      <use xlink:href="#SegoeUI-67" x="1186.328125"/>
-      <use xlink:href="#SegoeUI-65" x="1245.214844"/>
-     </g>
-    </g>
-   </g>
-  </g>
- </g>
- <defs>
-  <clipPath id="p8bc02fc093">
-   <rect x="57.6" y="41.472" width="357.12" height="266.112"/>
-  </clipPath>
- </defs>
-</svg>
diff --git a/paper/figures/appendixB.png b/paper/figures/appendixB.png
new file mode 100644
index 0000000..eaa841d
Binary files /dev/null and b/paper/figures/appendixB.png differ
diff --git a/paper/figures/appendix_B.ipynb b/paper/figures/appendix_B.ipynb
new file mode 100644
index 0000000..dee0d66
--- /dev/null
+++ b/paper/figures/appendix_B.ipynb
@@ -0,0 +1,436 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 328,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from fastsolv import fastsolv\n",
+    "from pathlib import Path\n",
+    "\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import polars as pl\n",
+    "from rdkit import Chem\n",
+    "from rdkit.Chem import Draw\n",
+    "import matplotlib\n",
+    "from matplotlib import pyplot as plt\n",
+    "import os\n",
+    "import matplotlib.lines as mlines\n",
+    "\n",
+    "matplotlib.rcParams.update({'font.style': 'normal'})\n",
+    "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n",
+    "matplotlib.rcParams.update({'font.size': 26})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 178,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def query_fastsolv(grouped_dataset, solute_smiles, min_temp, max_temp):\n",
+    "    temperature_list = np.linspace(min_temp, max_temp, 20)\n",
+    "    solvent_list = []\n",
+    "    for solvent, row in grouped_dataset.loc[solute_smiles].iterrows():\n",
+    "        solvent_list.append(solvent)\n",
+    "    df_overall = pd.DataFrame()\n",
+    "    for temp in temperature_list:\n",
+    "        data = dict(\n",
+    "            solvent_smiles=solvent_list,\n",
+    "            solute_smiles=[solute_smiles]*len(solvent_list),\n",
+    "            temperature= [temp]*len(solvent_list), \n",
+    "            )\n",
+    "        df = pd.DataFrame(data)\n",
+    "        df_overall = pd.concat([df, df_overall])\n",
+    "    return df_overall"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Appendix B"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 216,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "df = pl.read_csv(Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolu-Exp.csv\"), columns=[\"solute_smiles\", \"solvent_smiles\", \"experimental_logS [mol/L]\", \"temperature\", \"source\"]).to_pandas()\n",
+    "df = df.groupby([\"solute_smiles\", \"solvent_smiles\"])[[\"experimental_logS [mol/L]\", \"temperature\", \"source\",]].aggregate(list)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 278,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n",
+    "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_nonaq_vermeire_predictions.csv\"))\n",
+    "vermiere_solprop_predictions = vermiere_solprop_predictions.groupby([\"Solute\", \"Solvent\"])[[\"logST (method1) [log10(mol/L)]\", \"Temp\", \"uncertainty logS298 [log10(mol/L)]\"]].aggregate(list)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 11/11 [00:07<00:00,  1.54it/s]\n",
+      "GPU available: False, used: False\n",
+      "TPU available: False, using: 0 TPU cores\n",
+      "IPU available: False, using: 0 IPUs\n",
+      "HPU available: False, using: 0 HPUs\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 25.86it/s]\n",
+      "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 15.11it/s]\n",
+      "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 11.12it/s]\n",
+      "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 10.64it/s]\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "solute = 'C1C[C@H](NC1)C(=O)N'\n",
+    "df_test2 = query_fastsolv(df,solute, 270, 450 )\n",
+    "result2 = fastsolv(df_test2)\n",
+    "result_new2 = result2.reset_index(level =2)\n",
+    "result_grouped2 = result_new2.groupby([\"solvent_smiles\"])[[\"predicted_logS\", \"predicted_logS_stdev\", 'temperature']].aggregate(list)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 317,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "solute = 'C1C[C@H](NC1)C(=O)N'\n",
+    "plt.figure(figsize=[6.4,4.8])\n",
+    "fig, ax2 = plt.subplots()\n",
+    "\n",
+    "for solvent, row in result_grouped2.iterrows():\n",
+    "    if len(df.loc[solute, solvent].temperature) > 5 and solvent != 'O' and (solvent == 'CCCCCC' or solvent == 'CCCCCCC'):\n",
+    "        if solvent == 'CCCCCC':\n",
+    "            name = 'Hexane'\n",
+    "        if solvent == 'CCCCCCC':\n",
+    "            name = 'Heptane'\n",
+    "        color = next(ax2._get_lines.prop_cycler)['color']\n",
+    "        ax2.plot(row.temperature, row.predicted_logS, linestyle = '-', linewidth = 4, markeredgecolor = 'black', alpha = 0.6, color = color, label=name)\n",
+    "        ax2.fill_between(row.temperature, np.subtract(row.predicted_logS, row.predicted_logS_stdev), np.add(row.predicted_logS ,row.predicted_logS_stdev) , alpha = 0.2, color = color)\n",
+    "        ax2.plot(df.loc[solute, solvent].temperature, df.loc[solute, solvent]['experimental_logS [mol/L]'], markersize = 8, marker= 'o', linestyle = 'none', markeredgecolor = 'black', color = color, alpha = 0.6)\n",
+    "        ax2.plot(vermiere_solprop_predictions.loc[solute, solvent].Temp, vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], \n",
+    "                 marker = 'none', linestyle = '--', linewidth = 4, markeredgecolor = 'black', alpha = 0.6, color = color)\n",
+    "        ax2.fill_between(vermiere_solprop_predictions.loc[solute, solvent].Temp, np.subtract(vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], vermiere_solprop_predictions.loc[solute, solvent]['uncertainty logS298 [log10(mol/L)]']), \n",
+    "                         np.add(vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], vermiere_solprop_predictions.loc[solute, solvent]['uncertainty logS298 [log10(mol/L)]']) , alpha = 0.2, color = color)\n",
+    "\n",
+    "\n",
+    "\n",
+    "ax2.set_xlabel(\"Temperature (K)\")\n",
+    "ax2.set_ylabel(\"logS\")\n",
+    "ax2.set_xlim([280, 320])\n",
+    "ax2.set_xticks([280, 300, 320])\n",
+    "#ax1.set_ylim([-4, 2])\n",
+    "ax2.legend(prop={'size': 20}, frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax2.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "#ax1.text(304, 1, 'Solute')\n",
+    "#ax1.set_title(\"Solute\", color='b')\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "100%|██████████| 10/10 [00:04<00:00,  2.16it/s]\n",
+      "GPU available: False, used: False\n",
+      "TPU available: False, using: 0 TPU cores\n",
+      "IPU available: False, using: 0 IPUs\n",
+      "HPU available: False, using: 0 HPUs\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 33.17it/s]\n",
+      "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 30.64it/s]\n",
+      "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 31.37it/s]\n",
+      "Predicting DataLoader 0: 100%|██████████| 2/2 [00:00<00:00, 29.57it/s]\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "solute = 'CC1=C(C(=O)N2CCCCC2=N1)CCN3CCC(CC3)C4=NOC5=C4C=CC(=C5)F'\n",
+    "df_test4 = query_fastsolv(df,solute, 270, 450 )\n",
+    "result4 = fastsolv(df_test4)\n",
+    "result_new4 = result4.reset_index(level =2)\n",
+    "result_grouped4 = result_new4.groupby([\"solvent_smiles\"])[[\"predicted_logS\", \"predicted_logS_stdev\", 'temperature']].aggregate(list)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 396,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1280x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "solute = 'CC1=C(C(=O)N2CCCCC2=N1)CCN3CCC(CC3)C4=NOC5=C4C=CC(=C5)F'\n",
+    "\n",
+    "fig = plt.figure(figsize=(6.4*2, 4.8))  # Adjust the figure size \n",
+    "ax1 = plt.subplot2grid(shape=(1, 2), loc=(0, 0), colspan=1)\n",
+    "\n",
+    "for solvent, row in result_grouped4.iterrows():\n",
+    "    if len(df.loc[solute, solvent].temperature) > 5 and (solvent == 'CC(=O)C' or solvent == 'CC(C)O'):\n",
+    "        if solvent == 'CC(=O)C':\n",
+    "            name = \"Acetone\"\n",
+    "        if solvent == 'CC(C)O':\n",
+    "            name = \"Isopropanol\"\n",
+    "        color = next(ax1._get_lines.prop_cycler)['color']\n",
+    "        ax1.plot(row.temperature, row.predicted_logS, linestyle = '-', linewidth = 4, markeredgecolor = 'black', alpha = 0.6, color = color, label=name)\n",
+    "        ax1.fill_between(row.temperature, np.subtract(row.predicted_logS, row.predicted_logS_stdev), np.add(row.predicted_logS ,row.predicted_logS_stdev) , alpha = 0.2, color = color)\n",
+    "        ax1.plot(df.loc[solute, solvent].temperature, df.loc[solute, solvent]['experimental_logS [mol/L]'], markersize = 8, marker= 'o', linestyle = 'none', markeredgecolor = 'black', color = color, alpha = 0.6)\n",
+    "        vermiere_solprop_predictions.loc[solute, solvent].Temp.sort() #some points out of order\n",
+    "        vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'].sort()\n",
+    "        ax1.plot(vermiere_solprop_predictions.loc[solute, solvent].Temp, vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], \n",
+    "                 marker = 'none', linestyle = '--', linewidth = 4, alpha = 0.6, color = color)\n",
+    "        ax1.fill_between(vermiere_solprop_predictions.loc[solute, solvent].Temp, np.subtract(vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], vermiere_solprop_predictions.loc[solute, solvent]['uncertainty logS298 [log10(mol/L)]']), \n",
+    "                         np.add(vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], vermiere_solprop_predictions.loc[solute, solvent]['uncertainty logS298 [log10(mol/L)]']) , alpha = 0.2, color = color)\n",
+    "\n",
+    "\n",
+    "ax1.set_xlabel(\"Temperature (K)\")\n",
+    "ax1.set_ylabel(\"logS\")\n",
+    "ax1.set_xlim([280, 320])\n",
+    "ax1.set_xticks([280, 300, 320])\n",
+    "ax1.set_ylim([-3.3, 3])\n",
+    "ax1.set_yticks([-3, 0, 3])\n",
+    "\n",
+    "\n",
+    "ax1.legend(ncol = 2, prop={'size': 18}, frameon = False, loc = 'lower right') \n",
+    "\n",
+    "# ax1.plot([], [], markersize = 8, marker= 'o', linestyle = 'none', markeredgecolor = 'black', color = 'black', label = 'Experiment')\n",
+    "# ax1.plot([], [], marker = 'none', linestyle = '-', linewidth = 4, color = 'black', label = 'FASTSOLV')\n",
+    "# ax1.plot([], [], marker = 'none', linestyle = '--', linewidth = 4, color = 'black', label = 'Vermiere')\n",
+    "\n",
+    "# legend1 = ax1.legend(prop={'size': 20}, frameon = False)\n",
+    "# ax1.add_artist(legend1)\n",
+    "ax1.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "ax1.text(273, 5, 'a', weight='bold', fontsize=30)\n",
+    "ax1.text(323, 5, 'b', weight='bold', fontsize=30)\n",
+    "#ax1.text(295, 5, \"Risperidone\",  fontsize = 25)\n",
+    "#ax1.text(304, 1, 'Solute')\n",
+    "\n",
+    "solute = 'C1C[C@H](NC1)C(=O)N'\n",
+    "ax2 = plt.subplot2grid(shape=(1, 2), loc=(0, 1), colspan=1)\n",
+    "\n",
+    "for solvent, row in result_grouped2.iterrows():\n",
+    "    if len(df.loc[solute, solvent].temperature) > 5 and solvent != 'O' and (solvent == 'CCCCCC' or solvent == 'CCCCCCC'):\n",
+    "        if solvent == 'CCCCCC':\n",
+    "            name = 'Hexane'\n",
+    "        if solvent == 'CCCCCCC':\n",
+    "            name = 'Heptane'\n",
+    "        color = next(ax2._get_lines.prop_cycler)['color']\n",
+    "        ax2.plot(row.temperature, row.predicted_logS, linestyle = '-', linewidth = 4, markeredgecolor = 'black', alpha = 0.6, color = color, label=name)\n",
+    "        ax2.fill_between(row.temperature, np.subtract(row.predicted_logS, row.predicted_logS_stdev), np.add(row.predicted_logS ,row.predicted_logS_stdev) , alpha = 0.2, color = color)\n",
+    "        ax2.plot(df.loc[solute, solvent].temperature, df.loc[solute, solvent]['experimental_logS [mol/L]'], markersize = 8, marker= 'o', linestyle = 'none', markeredgecolor = 'black', color = color, alpha = 0.6)\n",
+    "        ax2.plot(vermiere_solprop_predictions.loc[solute, solvent].Temp, vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], \n",
+    "                 marker = 'none', linestyle = '--', linewidth = 4, markeredgecolor = 'black', alpha = 0.6, color = color)\n",
+    "        ax2.fill_between(vermiere_solprop_predictions.loc[solute, solvent].Temp, np.subtract(vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], vermiere_solprop_predictions.loc[solute, solvent]['uncertainty logS298 [log10(mol/L)]']), \n",
+    "                         np.add(vermiere_solprop_predictions.loc[solute, solvent]['logST (method1) [log10(mol/L)]'], vermiere_solprop_predictions.loc[solute, solvent]['uncertainty logS298 [log10(mol/L)]']) , alpha = 0.2, color = color)\n",
+    "\n",
+    "\n",
+    "\n",
+    "ax2.set_xlabel(\"Temperature (K)\")\n",
+    "#ax2.set_ylabel(\"logS\")\n",
+    "ax2.set_xlim([280, 320])\n",
+    "ax2.set_xticks([280, 300, 320])\n",
+    "#ax1.set_ylim([-4, 2])\n",
+    "ax2.legend(ncol = 2, prop={'size': 18}, frameon = False, loc = 'lower right') \n",
+    "ax2.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "legend_extra = [\n",
+    "    mlines.Line2D([], [], color='black', marker='o', linestyle='None', markersize=8, label='Experiment'),\n",
+    "    mlines.Line2D([], [], color='black', linestyle='-', linewidth=4, label='FASTSOLV'),\n",
+    "    mlines.Line2D([], [], color='black', linestyle='--', linewidth=4, label='Vermiere')\n",
+    "]\n",
+    "\n",
+    "# Display legends on the right side of the figure\n",
+    "fig.legend(ncol = 1, handles=legend_extra, loc='lower right',bbox_to_anchor=(1.2, 0.4), frameon = True)\n",
+    "plt.show()\n",
+    "\n",
+    "#orange-isopropanol\n",
+    "#blue- acetone"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 359,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=400x200>"
+      ]
+     },
+     "execution_count": 359,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "solute = 'CC1=C(C(=O)N2CCCCC2=N1)CCN3CCC(CC3)C4=NOC5=C4C=CC(=C5)F'\n",
+    "\n",
+    "img = Draw.MolToImage(Chem.MolFromSmiles(solute), size=(400, 200))\n",
+    "img"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 360,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=400x200>"
+      ]
+     },
+     "execution_count": 360,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "solute = 'C1C[C@H](NC1)C(=O)N'\n",
+    "img = Draw.MolToImage(Chem.MolFromSmiles(solute), size=(400, 200))\n",
+    "img"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "solute = 'C1(C(C(C(C(C1O)O)O)O)O)O'\n",
+    "solute = 'C[C@]12CC[C@@H](C([C@@H]1CC[C@@]3([C@@H]2CC=C4[C@]3(CC[C@@]5([C@H]4CC(CC5)(C)C)C(=O)O)C)C)(C)C)O'\n",
+    "\n",
+    "#high temperature examples\n",
+    "solute = 'C1/C(=C\\C2=CC=CO2)/C(=O)/C(=C/C3=CC=CO3)/C1'\n",
+    "solute = 'C(CCC(=O)O)CC(=O)O'\n",
+    "solute = 'C1=CC(=CC=C1C(=O)O)C(=O)O'"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "PythonDeepChemENV2",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.15"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/paper/figures/challenging.ipynb b/paper/figures/challenging.ipynb
index d3d07ae..41471db 100644
--- a/paper/figures/challenging.ipynb
+++ b/paper/figures/challenging.ipynb
@@ -2,9 +2,18 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Downloading model files from Zenodo: 100%|██████████| 4/4 [1:02:45<00:00, 941.27s/it]\n",
+      "C:\\Users\\ChemeGrad2021\\AppData\\Roaming\\Python\\Python39\\site-packages\\pytorch_lightning\\utilities\\migration\\utils.py:56: The loaded checkpoint was produced with Lightning v2.3.1, which is newer than your current Lightning version: v2.2.4\n"
+     ]
+    }
+   ],
    "source": [
     "from pathlib import Path\n",
     "\n",
@@ -15,7 +24,7 @@
     "from rdkit.Chem import Draw\n",
     "import matplotlib\n",
     "from matplotlib import pyplot as plt\n",
-    "\n",
+    "from fastsolv import fastsolv\n",
     "\n",
     "matplotlib.rcParams.update({'font.style': 'normal'})\n",
     "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n",
@@ -24,156 +33,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th>logS</th>\n",
-       "      <th>temperature</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>source</th>\n",
-       "      <th>solvent_smiles</th>\n",
-       "      <th>solute_smiles</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th rowspan=\"2\" valign=\"top\">10.1016/j.fluid.2013.05.014</th>\n",
-       "      <th>CCCO</th>\n",
-       "      <th>O=C(O)CC(O)(CC(=O)O)C(=O)O</th>\n",
-       "      <td>[0.5642874348024691, 0.5678008492197518, 0.572...</td>\n",
-       "      <td>[293.7, 303.3, 313.4]</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CCO</th>\n",
-       "      <th>O=C(O)CC(O)(CC(=O)O)C(=O)O</th>\n",
-       "      <td>[0.6284647588895469, 0.660454253969981, 0.6722...</td>\n",
-       "      <td>[293.7, 303.3, 313.4]</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th rowspan=\"3\" valign=\"top\">10.1016/j.fluid.2013.06.037</th>\n",
-       "      <th>C1CCOC1</th>\n",
-       "      <th>COC(=O)C1CC(=O)C(C(=O)OC)CC1=O</th>\n",
-       "      <td>[-1.2274696735411672, -1.1348955395095144, -1....</td>\n",
-       "      <td>[278.15, 283.15, 288.15, 293.15, 298.15, 303.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CC#N</th>\n",
-       "      <th>COC(=O)C1CC(=O)C(C(=O)OC)CC1=O</th>\n",
-       "      <td>[-1.8363982824293008, -1.7057014984837877, -1....</td>\n",
-       "      <td>[278.15, 283.15, 288.15, 293.15, 298.15, 303.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CC(C)=O</th>\n",
-       "      <th>COC(=O)C1CC(=O)C(C(=O)OC)CC1=O</th>\n",
-       "      <td>[-1.621708875671629, -1.5099385316467029, -1.4...</td>\n",
-       "      <td>[278.15, 283.15, 288.15, 293.15, 298.15, 303.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <th>...</th>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th rowspan=\"5\" valign=\"top\">10.1021/je901024t</th>\n",
-       "      <th>C1CCCCC1</th>\n",
-       "      <th>CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1</th>\n",
-       "      <td>[-2.3827196750473583, -1.8798711516740736, -1....</td>\n",
-       "      <td>[288.15, 293.15, 298.15, 303.15, 308.15, 313.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CC#N</th>\n",
-       "      <th>CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1</th>\n",
-       "      <td>[-0.675198316534807, -0.6006174955632744, -0.5...</td>\n",
-       "      <td>[288.15, 293.15, 298.15, 303.15, 308.15, 313.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CCCCCC</th>\n",
-       "      <th>CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1</th>\n",
-       "      <td>[-2.694918644714379, -2.3845835868909986, -2.1...</td>\n",
-       "      <td>[288.15, 293.15, 298.15, 303.15, 308.15, 313.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CCCCCCC</th>\n",
-       "      <th>CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1</th>\n",
-       "      <td>[-2.053597950437436, -1.855577513699243, -1.66...</td>\n",
-       "      <td>[288.15, 293.15, 298.15, 303.15, 308.15, 313.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>Cc1ccccc1</th>\n",
-       "      <th>CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1</th>\n",
-       "      <td>[-0.06242951816616407, 0.04867951745563479, 0....</td>\n",
-       "      <td>[288.15, 293.15, 298.15, 303.15, 308.15, 313.1...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>5215 rows × 2 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                                                                                                              logS  \\\n",
-       "source                      solvent_smiles solute_smiles                                                                             \n",
-       "10.1016/j.fluid.2013.05.014 CCCO           O=C(O)CC(O)(CC(=O)O)C(=O)O            [0.5642874348024691, 0.5678008492197518, 0.572...   \n",
-       "                            CCO            O=C(O)CC(O)(CC(=O)O)C(=O)O            [0.6284647588895469, 0.660454253969981, 0.6722...   \n",
-       "10.1016/j.fluid.2013.06.037 C1CCOC1        COC(=O)C1CC(=O)C(C(=O)OC)CC1=O        [-1.2274696735411672, -1.1348955395095144, -1....   \n",
-       "                            CC#N           COC(=O)C1CC(=O)C(C(=O)OC)CC1=O        [-1.8363982824293008, -1.7057014984837877, -1....   \n",
-       "                            CC(C)=O        COC(=O)C1CC(=O)C(C(=O)OC)CC1=O        [-1.621708875671629, -1.5099385316467029, -1.4...   \n",
-       "...                                                                                                                            ...   \n",
-       "10.1021/je901024t           C1CCCCC1       CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [-2.3827196750473583, -1.8798711516740736, -1....   \n",
-       "                            CC#N           CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [-0.675198316534807, -0.6006174955632744, -0.5...   \n",
-       "                            CCCCCC         CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [-2.694918644714379, -2.3845835868909986, -2.1...   \n",
-       "                            CCCCCCC        CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [-2.053597950437436, -1.855577513699243, -1.66...   \n",
-       "                            Cc1ccccc1      CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [-0.06242951816616407, 0.04867951745563479, 0....   \n",
-       "\n",
-       "                                                                                                                       temperature  \n",
-       "source                      solvent_smiles solute_smiles                                                                            \n",
-       "10.1016/j.fluid.2013.05.014 CCCO           O=C(O)CC(O)(CC(=O)O)C(=O)O                                        [293.7, 303.3, 313.4]  \n",
-       "                            CCO            O=C(O)CC(O)(CC(=O)O)C(=O)O                                        [293.7, 303.3, 313.4]  \n",
-       "10.1016/j.fluid.2013.06.037 C1CCOC1        COC(=O)C1CC(=O)C(C(=O)OC)CC1=O        [278.15, 283.15, 288.15, 293.15, 298.15, 303.1...  \n",
-       "                            CC#N           COC(=O)C1CC(=O)C(C(=O)OC)CC1=O        [278.15, 283.15, 288.15, 293.15, 298.15, 303.1...  \n",
-       "                            CC(C)=O        COC(=O)C1CC(=O)C(C(=O)OC)CC1=O        [278.15, 283.15, 288.15, 293.15, 298.15, 303.1...  \n",
-       "...                                                                                                                            ...  \n",
-       "10.1021/je901024t           C1CCCCC1       CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [288.15, 293.15, 298.15, 303.15, 308.15, 313.1...  \n",
-       "                            CC#N           CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [288.15, 293.15, 298.15, 303.15, 308.15, 313.1...  \n",
-       "                            CCCCCC         CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [288.15, 293.15, 298.15, 303.15, 308.15, 313.1...  \n",
-       "                            CCCCCCC        CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [288.15, 293.15, 298.15, 303.15, 308.15, 313.1...  \n",
-       "                            Cc1ccccc1      CC(C)(C)C(=O)C(Oc1ccc(Cl)cc1)n1cncn1  [288.15, 293.15, 298.15, 303.15, 308.15, 313.1...  \n",
-       "\n",
-       "[5215 rows x 2 columns]"
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df = pl.read_csv(Path(\"../data/krasnov/bigsoldb_downsample.csv\"), columns=[\"solute_smiles\", \"solvent_smiles\", \"logS\", \"temperature\", \"source\"]).to_pandas()\n",
     "df = df.groupby([\"source\", \"solvent_smiles\", \"solute_smiles\"])[[\"logS\", \"temperature\"]].aggregate(list)\n",
@@ -182,154 +44,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th>logS</th>\n",
-       "      <th>temperature</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>solvent_smiles</th>\n",
-       "      <th>solute_smiles</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>C1CCC2CCCCC2C1</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-0.5953002701809778, -0.5833014762435669, -0....</td>\n",
-       "      <td>[294.15, 296.15, 298.15, 302.15, 304.15, 308.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CC#N</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-0.7050430229466716, -0.6891378390316527, -0....</td>\n",
-       "      <td>[289.35, 290.45, 293.25, 297.35, 302.15, 304.5...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CC(C)=O</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[0.015408382697861987, 0.027583219349674858, 0...</td>\n",
-       "      <td>[300.15, 301.15, 303.15, 308.15, 311.25, 314.6...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CCCCCCCC</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-0.8449584432617486, -0.8241012335147616, -0....</td>\n",
-       "      <td>[292.05, 294.15, 297.15, 300.05, 304.15, 308.2...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CCCCOCCOCCO</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-0.43689966687434734, -0.3950224707617706, -0...</td>\n",
-       "      <td>[282.75, 285.85, 291.65, 298.95, 304.35, 309.8...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CCCO</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-1.0584468055900484, -0.9558996988922852, -0....</td>\n",
-       "      <td>[288.05, 295.95, 300.15, 303.85, 307.85, 314.6...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CCO</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-0.9743462099917808, -0.9002139457194358, -0....</td>\n",
-       "      <td>[294.55, 300.25, 303.85, 306.45, 310.25, 313.9...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CN(C)C=O</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[0.16922548819070257, 0.2286006543262172, 0.27...</td>\n",
-       "      <td>[289.45, 294.25, 298.65, 302.65, 306.55, 310.1...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>CS(C)=O</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-0.09733179581439283, -0.027483944826013764, ...</td>\n",
-       "      <td>[292.95, 296.45, 301.25, 306.15, 310.15, 314.8...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>O=S1(=O)CCCC1</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-0.19505669997768144, -0.1781169296376967, -0...</td>\n",
-       "      <td>[297.65, 299.45, 301.75, 303.45, 309.15, 313.3...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>OCCOCCO</th>\n",
-       "      <th>c1ccc2c(c1)sc1ccccc12</th>\n",
-       "      <td>[-2.544643140663832, -2.186935478993166, -2.01...</td>\n",
-       "      <td>[287.85, 299.95, 309.95, 314.15, 317.65, 320.9...</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                                                                                   logS  \\\n",
-       "solvent_smiles solute_smiles                                                              \n",
-       "C1CCC2CCCCC2C1 c1ccc2c(c1)sc1ccccc12  [-0.5953002701809778, -0.5833014762435669, -0....   \n",
-       "CC#N           c1ccc2c(c1)sc1ccccc12  [-0.7050430229466716, -0.6891378390316527, -0....   \n",
-       "CC(C)=O        c1ccc2c(c1)sc1ccccc12  [0.015408382697861987, 0.027583219349674858, 0...   \n",
-       "CCCCCCCC       c1ccc2c(c1)sc1ccccc12  [-0.8449584432617486, -0.8241012335147616, -0....   \n",
-       "CCCCOCCOCCO    c1ccc2c(c1)sc1ccccc12  [-0.43689966687434734, -0.3950224707617706, -0...   \n",
-       "CCCO           c1ccc2c(c1)sc1ccccc12  [-1.0584468055900484, -0.9558996988922852, -0....   \n",
-       "CCO            c1ccc2c(c1)sc1ccccc12  [-0.9743462099917808, -0.9002139457194358, -0....   \n",
-       "CN(C)C=O       c1ccc2c(c1)sc1ccccc12  [0.16922548819070257, 0.2286006543262172, 0.27...   \n",
-       "CS(C)=O        c1ccc2c(c1)sc1ccccc12  [-0.09733179581439283, -0.027483944826013764, ...   \n",
-       "O=S1(=O)CCCC1  c1ccc2c(c1)sc1ccccc12  [-0.19505669997768144, -0.1781169296376967, -0...   \n",
-       "OCCOCCO        c1ccc2c(c1)sc1ccccc12  [-2.544643140663832, -2.186935478993166, -2.01...   \n",
-       "\n",
-       "                                                                            temperature  \n",
-       "solvent_smiles solute_smiles                                                             \n",
-       "C1CCC2CCCCC2C1 c1ccc2c(c1)sc1ccccc12  [294.15, 296.15, 298.15, 302.15, 304.15, 308.1...  \n",
-       "CC#N           c1ccc2c(c1)sc1ccccc12  [289.35, 290.45, 293.25, 297.35, 302.15, 304.5...  \n",
-       "CC(C)=O        c1ccc2c(c1)sc1ccccc12  [300.15, 301.15, 303.15, 308.15, 311.25, 314.6...  \n",
-       "CCCCCCCC       c1ccc2c(c1)sc1ccccc12  [292.05, 294.15, 297.15, 300.05, 304.15, 308.2...  \n",
-       "CCCCOCCOCCO    c1ccc2c(c1)sc1ccccc12  [282.75, 285.85, 291.65, 298.95, 304.35, 309.8...  \n",
-       "CCCO           c1ccc2c(c1)sc1ccccc12  [288.05, 295.95, 300.15, 303.85, 307.85, 314.6...  \n",
-       "CCO            c1ccc2c(c1)sc1ccccc12  [294.55, 300.25, 303.85, 306.45, 310.25, 313.9...  \n",
-       "CN(C)C=O       c1ccc2c(c1)sc1ccccc12  [289.45, 294.25, 298.65, 302.65, 306.55, 310.1...  \n",
-       "CS(C)=O        c1ccc2c(c1)sc1ccccc12  [292.95, 296.45, 301.25, 306.15, 310.15, 314.8...  \n",
-       "O=S1(=O)CCCC1  c1ccc2c(c1)sc1ccccc12  [297.65, 299.45, 301.75, 303.45, 309.15, 313.3...  \n",
-       "OCCOCCO        c1ccc2c(c1)sc1ccccc12  [287.85, 299.95, 309.95, 314.15, 317.65, 320.9...  "
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "df.loc['10.1016/j.jct.2018.09.017']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
    "outputs": [
     {
@@ -376,6 +100,30 @@
     "axes_dict[\"C\"].set_axis_off()\n"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.figure(figsize=[6.4,4.8])\n",
+    "fig, ax1 = plt.subplots()\n",
+    "\n",
+    "\n",
+    "ax1.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n",
+    "ax1.set_xlabel(\"Temperature (K)\")\n",
+    "ax1.set_ylabel(\"logS\")\n",
+    "ax1.set_xticks([280, 310, 340])\n",
+    "ax1.set_ylim([-3.2, 0])\n",
+    "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax1.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "#ax1.text(304, 1, 'Solute')\n",
+    "#ax1.set_title(\"Solute\", color='b')\n",
+    "\n",
+    "plt.show()\n"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 5,
@@ -859,11 +607,18 @@
     "    # break\n",
     "count"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "fastsolv",
+   "display_name": "PythonDeepChemENV2",
    "language": "python",
    "name": "python3"
   },
diff --git a/paper/figures/error_analysis.ipynb b/paper/figures/error_analysis.ipynb
index ee6c3cc..ac3d8e1 100644
--- a/paper/figures/error_analysis.ipynb
+++ b/paper/figures/error_analysis.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -89,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -103,7 +103,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -152,7 +152,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -170,7 +170,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -179,7 +179,7 @@
        "<AxesSubplot: xlabel='True $logS$', ylabel='$\\\\hat{logS}$'>"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -222,7 +222,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -236,7 +236,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -285,7 +285,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -295,7 +295,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -304,7 +304,7 @@
        "<AxesSubplot: xlabel='True $logS$', ylabel='$\\\\hat{logS}$'>"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     },
@@ -347,7 +347,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -357,7 +357,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -371,7 +371,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -400,7 +400,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
@@ -420,7 +420,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -440,7 +440,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -460,7 +460,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -480,7 +480,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -500,7 +500,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -520,7 +520,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -540,7 +540,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -560,7 +560,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -580,7 +580,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -600,7 +600,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
@@ -628,7 +628,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from scipy.stats import pearsonr\n",
+    "\n",
+    "r = pearsonr(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'])\n",
+    "print(r[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -646,6 +658,26 @@
     "print(r[0])"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "0.6379489294363208\n"
+     ]
+    }
+   ],
+   "source": [
+    "from scipy.stats import pearsonr\n",
+    "\n",
+    "r = pearsonr(merged_chemprop['logS_pred'], merged_chemprop['logS_true'])\n",
+    "print(r[0])"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 39,
diff --git a/paper/figures/figure1_old.png b/paper/figures/figure1_old.png
deleted file mode 100644
index 3d8b1b1..0000000
Binary files a/paper/figures/figure1_old.png and /dev/null differ
diff --git a/paper/figures/figure2.png b/paper/figures/figure2.png
index ee9ad33..c27241c 100644
Binary files a/paper/figures/figure2.png and b/paper/figures/figure2.png differ
diff --git a/paper/figures/figure3.png b/paper/figures/figure3.png
index 17efb90..bc67e45 100644
Binary files a/paper/figures/figure3.png and b/paper/figures/figure3.png differ
diff --git a/paper/figures/figure4.png b/paper/figures/figure4.png
index 3b44d8e..3f0cd34 100644
Binary files a/paper/figures/figure4.png and b/paper/figures/figure4.png differ
diff --git a/paper/figures/figure_1.ipynb b/paper/figures/figure_1.ipynb
deleted file mode 100644
index 655f250..0000000
--- a/paper/figures/figure_1.ipynb
+++ /dev/null
@@ -1,741 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import matplotlib\n",
-    "from matplotlib import pyplot as plt\n",
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import fastprop\n",
-    "import os\n",
-    "from rdkit import Chem\n",
-    "import scipy\n",
-    "from matplotlib import cm\n",
-    "from matplotlib.colors import Normalize \n",
-    "import seaborn as sns\n",
-    "from sklearn.metrics import mean_squared_error \n",
-    "from pathlib import Path\n",
-    "from matplotlib_venn import venn2\n",
-    "from matplotlib_venn import venn2_circles\n",
-    "\n",
-    "matplotlib.rcParams.update({'font.style': 'normal'})\n",
-    "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n",
-    "matplotlib.rcParams.update({'font.size': 26})\n",
-    "\n",
-    "colors = sns.color_palette(palette='Accent').as_hex()\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def stats(true, predicted): \n",
-    "    mse = mean_squared_error(true, predicted)\n",
-    "\n",
-    "    differences = np.abs(true - predicted)\n",
-    "    within_1_unit = differences <= 1\n",
-    "    percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n",
-    "    return mse, percentage_within_1_unit"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Fastprop Krasnov performance"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MSE Krasnov training= 0.7014462549433815 \n",
-      "Percentage within 1 logS for Training = 87.53126269211859\n"
-     ]
-    }
-   ],
-   "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\old_results\\final_results\\final_results\", \"fastprop\")\n",
-    "training_performance: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"bigsoldb_downsample_predictions.csv\"))\n",
-    "mse_training, percentage_within_1_unit_training = stats(training_performance['logS_true'], training_performance['logS_pred'])\n",
-    "print(\"MSE Krasnov training= \" + f\"{np.sqrt(mse_training)}\", \n",
-    "      \"\\nPercentage within 1 logS for Training = \" + f\"{percentage_within_1_unit_training}\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Label distributions"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.legend.Legend at 0x20ede967f70>"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAo8AAAHqCAYAAABlQaQPAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB/wElEQVR4nO3dd1QU19sH8O/SQYqAoKKoWECwK5ZYADXW2DWxx0YsMcUSjdHEntii6fZu1NhiVwwae0djxa4goIigskhnd94/eHd+i7AwwCxL+X7O4ZzLzr13nh2Ufbgz916FIAgCiIiIiIgkMDJ0AERERERUdDB5JCIiIiLJmDwSERERkWRMHomIiIhIMiaPRERERCQZk0ciIiIikozJIxERERFJxuSRiIiIiCRj8khEREREkjF5JCIiIiLJSkTyuH//fgwdOhTu7u4oXbo0zM3N4eLigm7dumHDhg1ISUmR3FdSUhI2btyI9u3bo1KlSrCwsEDFihXRrl07rF+/Pld9AcDt27cxfvx41KlTB6VLl4atrS1q1aqFcePGITg4OFd9yR0bERER0bsUxXlv68ePH2PgwIG4cOFCtvU8PT2xY8cO1KpVK9t6wcHB6Nu3L27duqWzjre3N3bs2IEqVapk25darcbcuXMxe/ZsqFSqLOuYmppi/vz5mDBhQrZ9yR0bERERkS7FNnl88eIFatWqhZiYGACAhYUF2rZtC3d3dxgZGeHatWs4fvw41Go1AKBs2bK4ePEiKleunGV/ISEh8Pb2FvtzcnJCly5d4OTkhHv37uHgwYNIS0sDALi7u+Py5cuwtbXVGd9XX32FxYsXi9/7+fmhYcOGSEhIQGBgIB49eiQeW7ZsGUaPHq2zL7ljIyIiItJJKKbu3LkjABBMTU2F7777ToiOjs5U5/r160KVKlUEAAIAoWfPnln2pVarhUaNGon1Bg0aJCQkJGSoc/v2bcHV1VWs4+/vrzO2vXv3ivXs7e2FkydPZjielpYmTJ48WaxjZmYmPH78uEBiIyIiIspOsU4eK1asKFy7di3betevXxeMjY0FAIJCoRAiIiIy1dm+fbuYeDVv3lxQqVRZ9nX58mXByMhITFqfPn2aqY5arRZq164t9hcQEKAztq5du4r1Ro8enWUdOWMjIiIiykmxnTDj4OCA06dPo169etnWq1u3Ltq1awcAEAQBx48fz1Rn0aJFYnnJkiUwMsr6snl7e6NPnz4AgNTUVGzatClTncOHD4vPJXbs2BEdOnTQGduCBQvE8qZNm7Kc8CJnbEREREQ5KbbJo7Ozs+SJIQ0aNBDLz549y3Ds2bNnCAoKAgDUqlULTZs2zbavjz/+WCwHBARkOr5nzx6x7O/vn21fnp6e8Pb2BgDEx8fjzJkzeo2NiIiIKCfFNnnMDWNjY7EsvDN/6NChQ+Jr7du3z7EvHx8fcfTv/PnzSE1NzdQfACgUCrRt2zbH/vz8/MTyqVOn9BobERERUU6YPAJ4+vSpWHZ2ds5w7Nq1a2K5WbNmOfZlY2MDDw8PAEBaWhpCQkLEY9HR0YiIiAAA1KxZE6VLl86xv8aNG4vlBw8e6C02IiIiIimYPAK4evWqWNa+hQ0A9+/fF8vVqlWT1J/27XLthE/OvvTRHxEREVFOSnzyeOrUKXECS/Xq1TNNsHn8+LFYdnV1ldRnhQoVxHJ0dLRe+tJHf0REREQ5MTF0AIaUmJiIMWPGiN9PmTIlUx2lUimW7ezsJPVrY2MjluPj4/XSlz7605acnIzk5GTxe0EQkJKSgjJlykChUEg6FxERERU/JXbkMS0tDf379xf3j27Tpg2GDRuWqZ4mwVIoFDA3N5fUt4WFhVhOSEjI1Ne7dfLSl9yxvWvevHmws7MTv0qXLg1nZ2fExcVJOg8REREVTyUyeXz79i26d++OvXv3AgA8PDzw119/ZblGYlJSEgDAxET6IK327G3tsqYvIH3f6vz0JXds7/rmm28QGxsrfoWFhUk+BxERERVfJe629a1bt9CnTx/cu3cPAFCvXj0cOnQITk5OWda3tLREfHw8UlNToVardS7CrS0xMVEsa98mtrS0FMvat4Tz0pfcsb3L3Nxc8mgmERERlRwlauRx48aNaNq0qZg4fvjhhzh9+jRcXFx0trG2thbL2olXdrRvB2snaNp9ZXfLWEpfcsdGREREJEWJSB7T0tIwduxYDBkyBAkJCbCwsMDvv/+O7du355hAOTo6iuXIyEhJ59Os5QgAlStX1ktf+uiPiIiIKCfFPnmMj49H586dsXTpUgCAu7s7Ll26hLFjx0pqr1lUG4DkRbVDQ0PFsqenp2x9eXl56S02IiIiIimKdfKYkpKCzp07IzAwEADQtWtXBAUFoU6dOpL70E7YtBcT1yUxMVGcwe3m5gZbW1vxmLu7uzhJ5fr161CpVDn2p9m7GkCmNSjljI2IiIhIimKdPH755ZfiftDDhg3Dnj17cv2cX+vWrcXyv//+m2P9M2fOiHtGd+nSJcMxCwsLvPfeewCAuLi4DImhLsePHwcAGBkZoVOnTnqLjYiIiEiKYps8Xrp0CStWrAAA+Pr6YvXq1ZJmI7/Lx8dH3IM6MDAwxyVr1q9fL5Z79eqV6Xj37t3F8tq1a7Pt68GDBzh37hwAoFWrVplmhMsdGxEREVFOim3y+Ntvv0EQBADA4sWL85Q4AunrMQ4fPhwAoFKpstyFRuPKlSvYtm0bAKBx48bw8/PLVGfw4MGwsrICkJ7MabZGzMqkSZPE8uTJk/UeGxEREVGOhGKqXLlyAgDB3t4+331FRkYKNjY2AgABgDB16lQhLS0tQ50bN24Irq6uAgBBoVAIR48e1dnf5MmTxb6qVq0q3L59O8PxtLQ04auvvhLr+Pj4FFhsusTGxgoAhNjY2Fy3JSIiouJDIQj/PzxXjMTFxYmTQezt7fHFF1/kqr2fn1+mkbndu3ejd+/e4mhmlSpV0KFDB9jZ2SE4OBiHDx8WJ8DMmjUL06dP19l/cnIyfH19cfHiRQDpO7106tQJnp6eUCqVCAgIEGdFu7i4ICgoCOXLl9fZn5yx6aJUKmFnZ4fY2FhOtCEiIirBimXyGB4eDldX1zy3nzFjBmbOnJnp9S1btmDUqFF4+/Ztlu1MTU0xd+5cTJo0CQqFIttzREdHY+DAgfjnn3901mnYsCG2bduG6tWr5xiznLFlhckjERERAcV0e8K0tDS99DtgwAC0aNECy5cvx4EDBxAaGgqFQgFXV1e0b98eI0eORM2aNSX1VaZMGQQEBGDXrl1Yt24dbty4gaioKDg7O8PLywuDBg1C3759YWZmVuCxEREREelSLEceSX4ceSQiIiKgGM+2JiIiIiL5MXkkIiIiIsmYPBIRERGRZMVywgwRERHJK2Vlxi11zUZ6GygSMjSOPBIRERGRZEweiYiIiEgy3rYmIiKiXHv3NjbAW9klBUceiYiIiEgyJo9EREREJBmTRyIiIiKSjM88EhERUSZZPdNIBDB5pEKmuP+yKoiHyWfOnIlZs2ahUaNGCArK+nomJSXh/fffx9mzZ1GhQgWcO3cOlSpV0ntsRERU9DF5JCphBEHA4MGDcfbsWTg4OOCff/5h4khEsuBC4iUDn3kkKmEmTpyInTt3wsrKCgcOHICXl5ehQyIioiKEySNRCfLrr7/ip59+gomJCXbu3In33nvP0CEREVERw+SRqITYvXs3xo8fD4VCgXXr1qFTp06S2wqCgNTUVD1GR0RERQWTR6IS4MKFCxg4cCDUajWWLFmCQYMGZVlv6NChUCgU6NevHwBg6dKlcHd3h4mJCT755JMMdQ8dOoRBgwahRo0asLKygoWFBTw8PPDVV1/h1atXOmM5e/YsBg4cCA8PD1haWqJMmTJo3LgxFixYkKmuQqGAQqFAQEAA0tLS8NNPP6FBgwawtraGnZ0d3n//ffz777/ZvndBELBr1y707t0brq6usLCwgJ2dHerVq4evv/4az58/z1S/atWqUCgUmDRpUrZ9f/LJJ1AoFOjYsWO29YiIihMmj0TF3MOHD9G1a1ckJibim2++wbhx4yS1mzlzJsaOHYvY2FiUKVMmw7Fx48bhgw8+wObNmxEWFgZnZ2eYmZnh/v37WLx4MZo1a4Y3b95k6vPzzz9Hy5YtsWXLFkRERKBs2bKIi4tDUFAQfvvtN52xJCcno127dpgwYQKePXsGe3t7KJVKHDt2DO3atcOuXbuybBcVFQVfX1/06dMHf//9N2JiYuDi4gJTU1PcuHEDCxcuhIeHBw4dOiS2USgU+PjjjwEAf/31FwRB0BnTzp07ASBTYk1U1KSsDMr0RaQLk0eiYiw6OhqdOnVCdHQ0/P398cMPP0hqFxoaiiVLlmDnzp148eIFXrx4kWFkMDo6Gu3bt8eRI0egVCoREhICpVKJHTt2wMzMDA8ePMDChQsz9Llv3z78/vvvMDExwdq1axEbG4uQkBAkJiYiKCgIAwcO1BnPN998g4iICJw7dw4vXrxAWFgYbt68ierVq0OtVuPTTz9FSkpKhjZJSUno3LkzTp8+jfLly2P79u148+YNHj9+jOjoaFy9ehWtWrVCXFwcevfujevXr4tthwwZAoVCgfDwcJw5cybLmA4cOIA3b97A2dkZ3bp1k3RdiYiKAyaPRMVUSkoKunfvjocPH6JHjx5Yvny55LYXLlzA1KlT0bt3b/G1smXLiuVp06bhyJEjaN++PczMzMTX+/Tpg2HDhgFITxa1/fPPPwCA1q1bY9iwYTA2NgYAGBkZoVGjRlnettYIDw9HYGBghgk+tWvXxurVqwGkjzAeP348Q5vffvsNV65cga2tLU6dOoUPP/wwQ6wNGjRAYGAg6tevj6SkJHz99dfiMTc3N/j6+gIAtm7dmmVMmzZtApB+q9/U1FRn7ERExQ2TR6Ji6tGjRzh//jwAoF69emKyJoWlpSVGjRql87inp6fOY82bNwcAPHnyJMPr9vb24uvvjhLmZNiwYahcuXKm1319fcVb6jdv3sxwbMWKFQDSb7FXr149y37Nzc0xe/ZsAMCRI0fw8uVL8djQoUMBADt27EBaWlqGdq9evcLhw4cBAP7+/rl6L0RERR2TR6Jiys3NDXPnzgUAzJo1C6tWrZLc1sPDQ0z2spOUlISrV69i27Zt+OGHHzBixAj89NNPAICEhIQMdXv16gUTExM8fPhQ3N1GqhYtWug8VrVqVQDI8Izl8+fP8ejRIwDI8ZZy27ZtxcRae0eePn36wNraGtHR0Th69GiGNtu3b0dKSgr8/PxQo0YNye+DiKg44A4zRMXY1KlT8fjxY6xZswZjxoyBs7MzunfvnmO7ihUrZnv8wYMH+Pbbb7Fv3z4kJSVlOKbrFm6DBg2wdetWjBw5EqdPn0bLli3h5eWFsWPHYujQobCystJ5PltbW53HLC0tASDD6GBERIRY1iSXulhZWcHR0RFRUVGIiooSXy9VqhT69OmD9evXY+vWrRlmVGtuWXOiDBVVnBBD+cGRR6Jibvny5WjXrh1UKhX69+8vacSvVKlSOo/dunUL3t7e2L59O5ydnTFhwgRs3rwZFy5cQFRUVKZnHbX16dMHDx8+xA8//IBKlSohODgYY8eOhZeXF06dOpWn95cV7TUpjYxy/jWnUCiyrKt5fnPPnj1ikvz48WOcO3cODg4OGZ4JJSIqKZg8EhVzmt1k6tSpg8TERHTt2hXBwcF57m/KlClQKpV4//338ejRIyxevBgDBgxA06ZN4eTklOPzjA4ODvjmm2/w5MkT7N+/HzVr1kRoaCi6d++Op0+f5jkubdqTe0JCQrKtm5iYiJiYGABAhQoVMhxr1aoVqlWrBqVSKS7n8+effwIAPv74Y5ibm8sSLxFRUcLkkagEsLW1xcGDB+Hi4oLXr1+jQ4cOCAsLy1NfmhHCoUOHwsQk85Mvt27dktSPkZERunTpgrNnz8LGxgZv3rzB9u3b8xTTu6pWrSomkPv378+27r///ou0tDSYmZmhadOmGY5pr/momXW9efNmAJwoQyQF144snpg8EpUQrq6uOHDgAKytrREeHo6OHTvi9evXue5Hc0s4Pj4+07E3b95g2bJlWbZTqVRZvu7g4IAqVaoASF94Wy7Dhw8HACxevBiPHz/Osk5KSgpmzJgBIH0kMavb9Zo1Hw8ePIjLly/j/v37aN68OWrVqiVbrERERQmTR6ISpEGDBti2bRuMjY0RHByMLl26IDExMVd9NGnSBAAwd+5cXLt2TXz9xo0baNeuXaZlbTTGjx+PuXPnZhjxTEtLw9q1a3H79m0AwPvvv5/Ld6Tb119/jerVq+PNmzdo1aoVdu3aleFZyOvXr6N9+/a4cuUKKlSoIM5Mf1flypXRunVrJCYmimtRcqIMEZVkTB6JSpjOnTuLWwGeO3cO/fr10zkqmJV58+bB3NwcYWFhaNCgAcqXLw8XFxfUq1cPcXFx+PHHH7Nsp1Qq8d1336FSpUooW7YsqlWrhtKlS2PEiBFQq9WYM2dOptvG+WFnZ4d//vkHtWrVwrNnz9CnTx+ULl0a1apVQ5kyZVC/fn2cPHkS1atXR2BgYIbnJN+lWfNx9+7dsLW1xUcffSRbnERERQ2TR6ISaMyYMfjqq68ApO8EM3r0aMltmzdvjvPnz6NHjx5wdHTEq1evYGlpiUmTJuHSpUtwdHTMst24ceMwevRoeHp6IikpCVFRUahUqRJGjBiBK1eu4Ntvv5XlvWlzc3PD1atXsWzZMrRp0wZWVlZ4+vQpFAoF/Pz88Ntvv+HmzZvZLnoOAL1794atrS3UajUGDhyY7bJCRETFnUIQBMHQQVDhp1QqYWdnh9jY2GzX3CMiosLPUJNXzEZ6G+S8JC+OPBIRERGRZEweiYiIiEgyJo9EREREJBmTRyIiIiKSjMkjEREREUnG5JGIiIiIJGPySERERESSMXkkIiIiIsmYPBIRERGRZEweiYiIiEgyJo9EREREJBmTRyIiIiKSjMkjEREREUnG5JGIiIiIJGPySERERESSMXkkIiIiIsmYPBIRERGRZCaGDoCIiIj0K2VlkKFDoGKEI49EREREJBmTRyKShZ+fHxQKBaZMmWLoUIiISI9425oKlWdPXhk6BL1ycXMosHNdvXoV69evx6lTp/D48WPEx8fD3Nwczs7OqFWrFsaPH4/333+/wOIhIqLigckjUTGTkpKCzz//HKtWrYIgCDAyMoKTkxOcnJwQExOD0NBQhIaGokaNGkweiYgo15g8EhUzX3zxBVauXAkLCwssXLgQgwcPRunSpcXjISEh2LlzJ9LS0gwXJBERFVlMHomKkdDQUKxatQoAsHnzZvTq1StTnSpVquCrr74q6NCIiLKc9W020tsAkVB+cMIMUTFy5coVqNVqAEDnzp0NHI3+CYKA1NRUQ4dBRFSiMHkkKkYUCoVYfvz4cZ76uHz5Mvz9/eHh4QFra2tYWlqiWrVqGDZsGK5evZrnuBQKBU6cOAEA2LBhA1q1agUHBwdYWVmhdu3amD59OuLi4rJsP3ToUCgUCvTr1w8AsHTpUri7u8PExASffPJJhrqpqalYu3YtOnfujPLly8Pc3Bz29vZo0qQJ5syZgzdv3mR5jpCQEDHOkJAQpKWl4ZdffoG3tzfs7OxgY2ODRo0aYfHixUhOTs7TdSAiKg6YPBIVI82bN4epqSkAYMiQIVAqlZLbpqWl4bPPPkOTJk2wZs0aPHr0CI6OjnBwcMCTJ0+wfv16eHt7Y/bs2XmOT6VSoXfv3hg6dCj+++8/lC5dGkZGRrh9+zbmzJmDRo0aISIiIts+Zs6cibFjxyI2NhZlypTJcOzhw4do0KABRowYgcOHD+Pt27eoUKECBEHA5cuXMX36dHh6euLy5cvZnuPt27fw8/PDuHHj8ODBAzg6OiItLQ1Xr17FV199BT8/v1xdWyKi4oTJI1ExUrZsWXz77bcAgKCgIHh5eWHr1q3irezsfPnll/jjjz9gamqK+fPnIzo6GqGhoYiIiEB4eDhGjhwJQRAwY8YMrFy5Mk/xzZgxA6dOncK2bdvw+vVrPH78GK9fv8bGjRtRqlQpPHjwAIMHD9bZPjQ0FEuWLMHOnTvx4sULvHjxAgsWLAAAREdH4/3338ft27fh4eGBI0eOIDY2VjzHiRMnULt2bURGRqJz587ZJqmjR4/Gs2fPcOTIETHOV69eYfHixTA2NsaFCxcwbty4PF0DIqKijskjUTEzffp0LFiwAKampoiIiMCAAQNQq1YtbNmyRWcSefnyZSxduhQA8Oeff+Lrr7/OMEPbxcUFK1aswJgxYwAA33zzDeLj43MdW1BQEAIDA/HRRx+JI6SmpqYYPHgwNm3aBAA4fvw4Tp8+nWX7CxcuYOrUqejdu7f4WtmyZQGkJ6ahoaFwdXXF2bNn0b59exgZpf+KUygU8PX1xcmTJ1GhQgVER0djzpw5OuO8e/cuTp06laEPS0tLTJgwAYsWLQKQfus9NDQ019eAiKioY/JIVAxNnjwZly9fRocOHQCkJ0MDBw5EvXr1cPz48Uz1V6xYAQDw8fHBRx99pLPf2bNnw8zMDK9evcLhw4dzHdfHH3+M+vXrZ3msZ8+eqF27NgDgwIEDWdaxtLTEqFGjMr2ekpKC9evXAwBmzZoFR0fHLNs7ODjg66+/BoBsR2QnTJiAihUrZnls7NixcHBwgFqtxqFDh7KsQ2RIKSuDMn0RyYnJI1ExVa9ePQQEBODUqVPiYuC3bt3C+++/j6lTp0IQBLGuZqSvW7du2fZZpkwZNGrUCAByfG4wK+3bt8/2eMuWLQEAt2/fzvK4h4cH7O3tM71+5coVJCQkAMj5PWgSaqVSiXv37uU6TjMzMzRp0iTbOImIijMmj0TFXKtWrRAYGIjjx4/D09MTarUa8+bNw6xZs8Q6muf/qlatmmN/rq6uAICoqKhcx6JrRPDd47GxsVke1zUaqInf1tY2x3No4gd0v4f8xklEVJwxeSQqIfz8/HD16lW0a9cOAPDDDz/g5cuXACCulah5vi87muWApNTV1VYXzXOUpUqVyvK4rtfzEn929fMbJxFRcVaik8eDBw/i999/N3QYRAXGwsJC/DefmpqKM2fOAPjfpJOQkJAc+wgLCwMAVKhQIdfnT0lJyfb4/fv3AQCVK1fOVb+a+GNjY3Wu46ihiR/Q/R70FScRUXFQIpPHxMREjB8/Hl27ds1V8rh7925xEWEpX1L7vn37NsaPH486deqgdOnSsLW1Ra1atTBu3DgEBwfn6r0lJSVh48aNaN++PSpVqgQLCwtUrFgR7dq1w/r163P8UKTir1KlSplee++99wAA+/fvz7ZtTEwMrly5AiB9ck1u/ffffzqPvX37FidPngQAtGjRIlf9Nm7cGCYmJhAEQedkG41//vkHQHriqOs2fXZxPn78GHfu3MlTnERExUGJSx737t0LLy8v/PzzzxkmDEjx+vVrWWNRq9WYPXs26tWrh59//hm3bt1CbGws4uLiEBwcjF9++QX169fHkiVLJPUXHByMxo0bY8iQIQgMDERYWBiSk5MRERGBo0ePYtiwYWjRooWk0SUqmh48eJDj4tX//vsvgPRbs3Xr1gUAjBgxAgBw7Ngx/P333zrbzpw5E8nJyXB3d0ebNm1yHd9vv/2GV69eZXls1qxZiI+PR+nSpTMsxSOFjY0NPvzwQwDAd999p/Mcr1+/FteF1Cw7lJX58+fr3EVmypQpEAQBNWrUQKtWrXIVJxFRcWBi6AAKyqFDhzBnzhxcuHAhz31ofyCNHDkS5cuXz7a+ZkamLpMnT8bixYvF7/38/NCwYUMkJCQgMDAQjx49QmpqKiZOnAgrKyuMHj1aZ18hISHw8fFBTEwMAMDJyQldunSBk5MT7t27h4MHDyItLQ1BQUHo0KEDLl++DFtbWylvm4qQs2fP4ptvvsHIkSPRu3dv1K5dW3yuLzk5Gfv27cPYsWMBAB9++CGqVasGIH128YcffogdO3agf//+mDNnDkaNGgU7OzsAwPPnzzFnzhwsW7YMJiYmWLFiRZ6eeYyJiUHr1q2xatUq8f/H69evMX/+fPz4448A0hO3vDxLOH/+fAQGBiIkJAQtWrTAr7/+irZt28LIyAiCIODs2bMYO3YswsLCULduXYwfP15nX3fv3kXHjh2xdOlSeHp6itfgm2++wY4dOwAAv/76a47PRhIRFUfFPnmcPn06Nm/enGGfX2dn5zzNFNUeeZw4cSLc3d3zHNe+ffvExNHe3h579uzJcBtQpVJh6tSpWLhwIYD03T86dOgANze3TH0JgoA+ffqIieOgQYOwcuVKWFpainWCg4PRsWNHhIWF4f79+5g4cSJWrVqV5/ip8IqMjMTs2bMxe/ZsWFpais8DRkREiBNLunTpgtWrV2dot379eqjVauzatQtff/01pk2bhgoVKkClUiEiIgKCIMDa2hobN26En59fnmJbsGAB5s6di6ZNm8LJyQmlSpVCeHg40tLSAABff/11lus4SlGpUiUcOXIE3bt3x927d9G+fXvY2NjAyckJr169Ep+FbNy4Mfbs2QMrKyudff32228YN24cvLy84OLiAmNjY0RERECtVsPIyAi//fYbOnbsmKc4iYiKumJ/23rOnDkZEsfBgwcjICAgT31pjzxmtdacVIIgYNq0aeL3W7duzfT8mLGxMRYsWICuXbsCSH+AX5NIvmvnzp3ic2jNmzfHhg0bMiSOAODl5YW///5bHC3asGFDhokDVDz0798ff/75J4YMGYK6devC1NQUT58+RUxMDNzd3TFixAgcO3YM+/fvh42NTYa2VlZW2LlzJw4dOoTevXujbNmyeP78OZRKJerVq4dvvvkGDx48QM+ePfMcn7u7O65du4ZPPvkEZmZmiIiIQJkyZdC7d2+cOHEC8+fPz9f7b9iwIe7cuYOFCxeiefPmMDExQVhYGMzMzNCxY0ds2LAB58+fh4uLS7b9tGzZEkFBQejfvz/S0tLw4sULVKhQAYMHD8bVq1fx6aef5itOIqKiTCHk9sG/IkZzW6ljx46YMWMGmjVrhpCQEHEEz8PDA3fv3pXUV79+/bBt2zYA6cmcZnu13Dp06BA++OADMa7sduq4c+cOvLy8AKQvC/Lq1SuYmZllqNOkSRNxweYLFy6gadOmOvvr27cvtm/fDgD4/vvvMXXqVEkxK5VK2NnZITY2lre7Kdc0/w8PHz5caEfstH8v3LlzBzVr1jRwRER5U9R2lDEb6W3oECiXiv3I44wZM3Dnzh0cPnwYzZo1y1dfmtvW1tbWeU4cAWDPnj1i2d/fP9u6np6e8PZO/48VHx8vLq2i8ezZMwQFpf+iqFWrVraJI5C+PZxGXkdgiYio8OBWhFTQin3yOHPmTNlGEDS3rfNzyxqAuB+uQqFA27Ztc6yv/XzZqVOnMvWlGTzOaes3IH15Fc2t6/Pnz4vPwBERERFJUeyTRzlpRh7zkzxGR0eLW6nVrFkTpUuXzrFN48aNxfKDBw8yHLt27ZpYljKyamNjAw8PDwBAWloal+0hIiKiXGHymAtyjDxqdqYAIC6TkpMqVaqI5XeTR7n7IyIiIspOsV+qRy6CICA2NhYAcPLkSXECgIWFBRwcHODp6Qk/Pz8MGzYs223btGd+u7q6Sjq3dn/R0dF67Y+IiIgoO0weJXrz5g3UanWm15OSkvDs2TM8e/YMx44dw+zZszFhwgTMmTMny0k12rt/aBZgzon2kirx8fF67Y9IH4rCog5VqlQpEnESUeYZ5ZyxXbCYPEqkVqvx1VdfZdj5IiUlBa9fv8bNmzdx8eJFpKWlITU1FQsWLMDt27exZ88eGBsbZ+hHO1mzsLCQdG7tegkJCVn2p1AoYG5unu/+NJKTkzNsz5bTlndERERUMjB5lMjR0RGLFi3Sefz58+eYPn26uGvHgQMHsGDBgkzrKCYlJYllqcv9aCeg7yajmv5MTKT/KLPrT2PevHmYNWuW5D6JiIioZOCEGZmUL18eq1atwrfffiu+tnDhwky3hbV3ftEe2ctOYmKiWH53VxBNf6mpqVneVs9tfxrffPMNYmNjxS/uRkNEREQAk0fZzZgxQ5z1HBsbi+PHj2c4bm1tLZZ13TJ+l3a9d5M97f60k8K89qdhbm4OW1vbDF9ERERETB5lZmJikmHv3//++y/DcUdHR7EcGRkpqU/NupAAULlyZb32R0RERJQdJo96oL3e4rtL4WgW6AYgeYHu0NBQsazZ51qu/jw9PSW1ISIiIgI4YUYvUlJSxLL2bWUAcHd3h7GxMVQqFa5fvw6VSqVz0oqGZu9qAKhXr16GY15eXti9ezcA4OrVqzlud5iYmIjg4GAAgJubG29HExFRocc9uwsXjjzqwc2bN8Xyuwt3W1hY4L333gMAxMXFZUgMddE8N2lkZIROnTplONa6dWux/O+//+bY15kzZ8T9rLt06ZJjfSIiIiJtTB5lFhcXJ44EAkC7du0y1enevbtYXrt2bbb9PXjwAOfOnQMAtGrVCk5OThmO+/j4iPtjBwYG5jgrev369WK5V69e2dYlIiIieheTR4mkzmT+/PPPERMTAyB9VDCr/aYHDx4MKysrAOnJ3K1bt3T2N2nSJLE8efLkTMdNTU0xfPhwAIBKpcKUKVN09nXlyhVs27YNANC4cWP4+fnl/IaIiIj0KGVlUI5fVLgweZToyy+/xLhx43ROSnn69Cl69eqFDRs2AEhf6mbx4sVZ1i1btiw+++wzAOnPR3bv3l18DlFDpVJh0qRJ2Lt3L4D0EcbOnTtn2d/kyZPFJXe2bNmCadOmQaVSZahz8+ZN9OzZEyqVCgqFAvPmzZP2xomIiIi0KIQSuJlrSEgI3NzcAKTPVr57926ObYYOHYoNGzbAyMgI9evXh7e3N8qUKYO3b9/ixo0bOHv2rPgsoYmJCf7880/07dtXZ3/Jycnw9fXFxYsXAaTv9NKpUyd4enpCqVQiICBAnBXt4uKCoKAglC9fXmd/u3fvRu/evcW9eatUqYIOHTrAzs4OwcHBOHz4sJhQzpo1C9OnT5dwpf5HqVTCzs4OsbGxnGRDRFSIcGSOe1sXNCaPEpPH4cOHY926dTnWq1mzJtasWYPmzZvnWDc6OhoDBw7EP//8o7NOw4YNsW3bNlSvXj3H/rZs2YJRo0bh7du3WR43NTXF3LlzMWnSJCgUihz708bkkYiocGLyyOSxoHGpHol++eUXNGzYEAEBAbhz5w4iIyORnJwMGxsblCtXDs2bN0e3bt3QtWtXGBlJexqgTJkyCAgIwK5du7Bu3TrcuHEDUVFRcHZ2hpeXFwYNGoS+ffvCzMxMUn8DBgxAixYtsHz5chw4cAChoaFQKBRwdXVF+/btMXLkSNSsWTM/l0Hvnv27ydAh6JVLm8GGDqHIOHHihLiaQGJiIiwsLAwcERERASV05JFyr6BGHpk85t/MmTMxa9YsNG3aFBcuXND7+fSFySORNBx55MhjQeOEGSIiIiKSTPbkccSIEThz5ozc3RIRERFRISB78rhu3Tr4+vqiRo0a+P7773NctJqIiIiIig693LYWBAGPHz/G9OnT4ebmhnbt2mHLli1ISkrSx+mIiIhKDC6gTYYme/K4YcMGdO7cGSYmJhAEAWq1Gv/++y8GDx6McuXKYdSoUeJ2e0RUeNy7dw/+/v5wc3ODubk5HBwc4OvrizVr1mRadF5bWloaVqxYgVatWsHe3h4WFhaoVq0aRo4ciQcPHmR7zkuXLmHAgAGoWLEizM3NUb58eQwYMCDTovlZefLkCSZOnIh69erB1tYWtra28PT0xNixY6FUKnP9/omISBrZk8fBgwfjwIEDeP78OZYvXw5fX18oFAoIggClUonVq1ejVatWqFmzJubPn4+IiAi5QyCiXFqzZg3q1KmDNWvW4OnTpyhbtiwSExNx6tQp+Pv7o0uXLkhJScnU7uXLl2jZsiVGjx6NM2fOQBAE2Nvb4/Hjx1i1ahXq16+PgICALM/5ww8/oFmzZti6dSsiIyNRrlw5CIKArVu3onHjxjh//rzOeLdu3QoPDw8sWbIEd+7cgYODAwRBwN27d7F06VJERUXJdm2IiCgjvc22dnBwwMiRI3H8+HE8ffoUixcvRuPGjSEIAgRBwP379zFt2jRUqVIFHTt2xLZt25CcnKyvcIhIh927d8Pf3x/m5ub4+eefER8fj6dPnyI+Ph5///03nJycEBAQgJkzZ2Zol5KSgg8++AAXL15EmzZtcOPGDbx58wbPnz/H8+fP0b9/fyQkJKB///6ZkrkNGzZg2rRpEAQB48ePx4sXLxAaGorIyEhcu3YNderU0bkLUlRUFIYPH47U1FR89tlniImJQUhICOLi4hASEoKpU6fC0tJSX5eLiKjEK/B1Hh8/foytW7di69at4q0pzW4ndnZ26NevH4YMGYKmTZsWZFiUA67zKI/Cts5jYmIi3NzcEBUVhQMHDmS5f/quXbvQp08fWFtb4+XLl+J6i0uWLMHEiRPRsmVLHDt2LNNi9iqVCt7e3rh27Rrmzp2LadOmied0dXVFTEwMJk6ciB9//DHTOePi4tCwYUM8fPhQbKM5786dO/Hhhx/C0tIScXFxMDY2zv1FIioi+EyjNFznsWAV+DqPVatWxbRp03Dr1i1cv34dU6ZMQeXKlSEIAt68eYMVK1agefPm8PLywqJFi/D8+fOCDpGoxNi1axdevHiBFi1aZJk4AkCXLl1gbGyMt2/fIijofx9kS5cuBZCerGa1C5KxsTE++OADAMDx48fF1/fu3YuYmBhYW1tnGs3UsLGxwYQJE7I8Zm9vDyA9odTs/05ERAXHoNsT1qlTB3Xq1MEPP/yAS5cuYcuWLVixYgWSk5Nx7949TJkyBdOmTUO7du0wcuRIdOvWLdd7MhORbqdOnQIA3L59W9LWlZpnlJ89e4ZHjx4BAMaMGaNzS843b95kaAcAp0+fBgD4+vrC2tpa57lq166d5evNmjVDpUqV8PTpU7Rp0wbz589H7969YWpqmmP8RESUfwbf2zosLAw7d+7Ejh07cPnyZajVagDpy/0A6TM5AwICEBAQADc3N8yZMwf9+/c3ZMhExUZ4eDgA4PXr13j9+nWO9RMTEzO0A5DjjGrtdgDEtV+rVq2abRtdyWCpUqVw4MAB9OvXD8HBwejfvz+cnJzg7++PsWPHokKFCjnGQ0REeWeQ7QmfPn2KJUuW4L333kOVKlXw1Vdf4eLFi1CpVBAEAU2bNsUff/yBLVu2wNfXV5xk8/jxYwwaNAg9e/ZEQkKCIUInKlY0f6yNGzdO/H+W3dfQoUMztAPSRxdzahcSEiLW1ySSOY0UZvc4dp06dXDt2jVs3LgRjRs3xsuXLzFv3jx4eHhg2bJlebwaREQkRYElj6GhoVi8eDGaNWsGNzc3TJo0CZcuXRI/XFxdXTF16lTcu3cP58+fx5gxY9CvXz8cP34c9+7dw/jx42FtbQ1BELBv3z588MEH2a49R0Q5c3JyApD+B11e2uWlreaZxZyeZ3758mW2x01NTTF48GBcunQJ165dQ6dOnRAfH49PP/0U+/bty1VMREQknV6Tx9DQUPz4449o2rQpqlatismTJ+Py5ctiwliqVCkMGTIEx44dQ0hICObOnYsaNWpk6qdGjRpYvHgxnjx5gg4dOkAQBJw6dQq///67PsMnKvYaNWoEADhx4kSudoCqWrWqmAQePnw4V+esU6eOeM7s/gA8duyY5D7r1auHAwcOoFWrVgCAlStX5iomIira3t11h7PU9Uv25DEkJASLFi1CkyZNULVqVXz99dcICgoSE0aFQoH3338fGzduRGRkJNatW4fWrVtL6tvR0RF79+6Fm5sbBEHA2rVr5Q6fqETp3bs3TExM8OrVK/zwww8666WkpIjL5gDpy2t9+OGHAIDFixcjMjJSZ9t3d4vp0aMHgPSRR82M7Xfdv38fa9asyfKYroTTyMgI9evXBwCuGUtEpEeyJ49Vq1bFlClTcOXKlQzPPHl6emLevHkIDQ3FP//8g0GDBsHKyirX/ZuZmaFr164A0j9giChrgiAgKSlJ51daWhpcXV3xxRdfAADmzJmDCRMm4MWLF2If8fHx2LZtGxo1apRpp5hp06ahdOnSiIqKQqtWrXDkyJEMid2dO3fwxRdf4P3338/Qrk6dOujTpw8AYMKECViyZIn4HKRarcbhw4fRpk2bLO9CAMCWLVvg7++Pa9euZXgu8vz58/jrr78AAO3atcvrZSMiohzoZba15he6o6Mj+vfvj48//hje3vIv4MmlOYh0u3TpUrY7rXz55Zf4+eefMW/ePDx79gx//fUXfvrpJ/z888+oUKECjIyM8Pz5c6SmpkKhUGR4zhEAKlWqhD179qBHjx54+PAhOnbsCBsbGzg5OWWYve3p6Znp3CtXrkRISAiCgoIwceJETJs2DS4uLoiJiUFsbCxatmyJWbNmoW3btpnaqlQqrFmzBmvWrIGtrS3KlCmDN2/e4NWrVwCAzp07Y/z48fm5dERElA3ZRx7NzMzQo0cP7N69G8+fP8evv/4qe+JYvnx5DBkyBF9++aWs/RKVRGZmZti6dSt2796NLl26wMnJCZGRkXj9+jVq1qyJMWPG4NKlS+jbt2+mtr6+vrh79y4mT56MWrVqQa1WIzw8HBYWFmjfvj3++OOPDAuLa9jb2+P06dNYuHAh6tWrByMjI7x8+RI1atTAzz//jOPHj+u8M9GxY0fMmDEDDRs2hJmZGSIiImBnZ4du3bph37592L9/P/+wJCLSI9m3J3z16hUcHBzk7JIKgYLanpCIiP6HEz/yjlsW6o/st60dHBygVCoBpD/Ant0OEu/StDM1Nc32dhsRERERGYbst60DAgJgb28Pe3t7fPfdd7lqO3jwYNjb26NixYqIjY2VOzQiIiIiyifZk8etW7dCEASYmZlh6tSpuWq7YMECAOk7VmzcuFHu0IiIiIgon2RPHq9cuQKFQoFWrVplmp2Zk5o1a6JJkyYAgAMHDsgdGhERERHlk+zJ47NnzwD8bxeJ3GrcuDEEQcDNmzflDIuIiIiIZCB78qjZ4szCwiJP7TUzeTVrthERERFR4SF78qi5VR0WFpan9tHR0QAAc3Nz2WIiIiIiInnInjx6enpCEAQEBgZCrVbnuv3p06cBpC8ETkRERESFi+zJY4cOHQAAUVFR+OOPP3LV9ujRo7hz5w4UCgVatGghd2hERERElE+yJ4+DBw+GjY0NAGDy5Mk4evSopHYREREYPny4+H1WW6ERERERkWHJnjyWKVMG06ZNgyAISElJQefOnfHdd9/hzZs3Otvs2rULjRs3Rnh4uLjMT/v27eUOjYiIiIjySfa9rTUGDBiAv/76CwqFAgBgaWmJFi1aoG7durC3t0diYiJCQkJw8uRJREREAAAEQUCFChVw4cIFVKhQQR9hUR5xb2siooLHva3zjntb64/se1trbNq0Ca6urvjxxx8hCAISEhJw9OjRLG9ja/LX2rVrY9euXUwciYiIiAop2W9baxgbG2PBggW4cOECevbsCVNTUwiCkOWXi4sLFi5ciIsXL6JGjRr6ComIiIiI8klvI48ajRs3xq5du5CYmIhz587hyZMniImJgbGxMZycnNCgQQPUrVtX32EQERERkQz0njxqWFpaom3btgV1OiIioiKHzzhSUaC329ZEREREVPwweSQiIiIiyQrktvXr168RHh6OuLg4pKWlSW7n4+Ojx6iIiIiIKLf0ljxGR0djyZIl2L59O548eZLr9gqFIleJJhERERHpn16Sx5MnT6J37954/fo1gP+t40hERERERZvsyWNYWBi6dOmC+Ph4KBQKCIIAhUKBypUro2LFirCyshJ3nSEiIiKiokX25HHBggVi4mhpaYlvv/0Ww4cPh7Ozs9ynIiIiIqICJnvyeOTIEQCAkZERDhw4AD8/P7lPQUREVORxTUcqqmRfqiciIgIKhQLt2rVj4khERERUzMiePNrY2AAA6tWrJ3fXRERERGRgsiePNWrUAAAkJibK3TURERERGZjsyeOAAQMgCAKOHz8ud9dEREREZGCyJ49Dhw5FzZo1cevWLWzcuFHu7omIiIjIgGRPHq2srLBv3z64uLhg5MiRWLNmjdynICIiIiIDUQgyb/9y6dIlAOnbE37++ecICQlB3bp1MWDAANStWxelS5eWvEh4kyZN5AyN8kGpVMLOzg6xsbGwtbU1dDhEREUel+rRL7OR3oYOodiSfZ3HZs2aZUgOBUHAjRs3cOPGjVz1w72tiYiIiAofvext/e5gJve2JiIiIioeZE8efXx8uHc1ERERGdS7jwXwNrZ8ZE8eT5w4IXeXRERERFRIyD7bmoiIiIiKLyaPRERERCQZk0ciIiIikkwvs621XblyBfv27UNQUBAiIyOhVCqhVqvx6NEjfZ+aiIiIiGSmt+Tx0aNHGDFiBE6fPp3hdUEQspyNfeHCBaxcuRIAMGTIEPj6+uorNCIiIiLKI70kj1evXkWbNm0QFxcneY3HJk2a4PPPP8fVq1dx+vRp3L17F8bGxvoIj4iIiIjySPZnHhMTE9G9e3colUoIgoC6deti1apVuHHjBsaPH687ECMjzJo1C4Ig4PHjxzhw4IDcoRERERFRPsmePK5YsQIRERFQKBQYMGAAgoKCMGLECNSuXTvHPZE7d+6M8uXLAwD27t0rd2hERERElE+yJ4/79u0DADg5OWHlypUwMcndnXFfX18IgoArV67IHRoRERER5ZPsyWNwcDAUCgU6duwIKyurXLevWLEiACAiIkLu0IiIiIgon2RPHl+/fg3gf0lgbhkZpYcUFxcnW0xEREREJA/ZZ1s7OjrixYsXYhKZWyEhIQAAGxsbGaPK2sGDB/HkyRN89tlnej8XERGVbCkrgwwdApEsZB959PT0hCAIOHr0aK7bJicn49ixY1AoFHB1dZU7NFFiYiLGjx+Prl274vfff891+6SkJGzcuBHt27dHpUqVYGFhgYoVK6Jdu3ZYv349UlJSctXf7du3MX78eNSpUwelS5eGra0tatWqhXHjxiE4ONigsRERERFpkz157NmzJwDg4cOHWLNmTa7aLliwADExMQCAtm3byh0agPRZ3F5eXvj5558lr0GpLTg4GI0bN8aQIUMQGBiIsLAwJCcnIyIiAkePHsWwYcPQokULcQQ1O2q1GrNnz0a9evXw888/49atW4iNjUVcXByCg4Pxyy+/oH79+liyZEmBx0ZERESUFdlvW48YMQI//vgjwsLC8Pnnn8POzg59+vTJsd2vv/6KWbNmAQCMjY0xYsQIWeM6dOgQ5syZgwsXLuS5j5CQEPj4+IgJrpOTE7p06QInJyfcu3cPBw8eRFpaGoKCgtChQwdcvnw52+WJJk+ejMWLF4vf+/n5oWHDhkhISEBgYCAePXqE1NRUTJw4EVZWVhg9enSBxUZERESUFdmTR0tLS6xbtw6dO3dGcnIy+vbti86dO2P48OF49eqVWC8sLAyRkZG4ePEi1q9fj//++0/cuvCzzz6Dp6enLPFMnz4dmzdvxuPHj8XXnJ2dERUVlat+BEFAnz59xORs0KBBWLlyJSwtLcU6wcHB6NixI8LCwnD//n1MnDgRq1atyrK/ffv2iYmjvb099uzZAx8fH/G4SqXC1KlTsXDhQgDAl19+iQ4dOsDNzU3vsRERERHpohDycu9Wgn379mHw4MGIi4vLci/rd2nC6Nu3L7Zs2SKpjRTv9jN48GCMHz8eDRs2BAB4eHjg7t27OfazY8cOfPTRRwCA5s2b4/Tp0+LMcG1BQUFo2rQp1Go1TE1N8ejRo0zPb2p23rl16xYAICAgAB06dMjyvN26dcP+/fsBAKNHj8ayZcv0GpsuSqUSdnZ2iI2N5YglEVEecMKMYZmN9DZ0CMWG7M88anTr1g1Xr15Fp06dIAhChi8AmV4rV64cli1bhq1bt8qWOGrr2LEjzp8/j40bN8Le3j7X7RctWiSWlyxZkmVyBgDe3t7ibfrU1FRs2rQpU53Dhw+LiWPHjh11Jo5A+nOgGps2bcpywoucsRERERFlR2/JIwBUq1YNBw8exO3btzF//nx07doVjRo1QrVq1VC3bl20bt0aX375JXbt2oWnT59i1KhRsscwY8YM3LlzB4cPH0azZs3y1MezZ88QFJT+F2OtWrXQtGnTbOt//PHHYjkgICDT8T179ohlf3//bPvy9PSEt3f6X0vx8fE4c+aMXmMjIiIiyo7szzxmxdPTU7ZnGHNr5syZ+e7j0KFD4ohp+/btc6zv4+MDIyMjqNVqnD9/HqmpqTA1Nc3QH5B+S13KrHI/Pz8xQTx16hTatGmjt9iIiIiIsqPXkcfi4tq1a2JZyuiljY0NPDw8AABpaWkZlsaJjo4Wt16sWbMmSpcunWN/jRs3FssPHjzQW2xEREREOWHyKMH9+/fFcrVq1SS1qVKliljWTvjk7Esf/RERERFlh8mjBNrL/EidnVyhQgWxHB0drZe+9NEfERERUXZkf+Zx9uzZsvU1ffp02frKD6VSKZbt7OwktdHemzs+Pl4vfemjP43k5GQkJydneR4iIqKi5t2lkrh0T97JnjzOnDlTtqV2CkvyqEmwFAoFzM3NJbWxsLAQywkJCZn6erdOXvqSOzZt8+bNE3f8ISIiItLQy23rd9dwzOkrqzaFSVJSEgDAxER6rm1sbJxlWdMXAMmznHX1JXds2r755hvExsaKX2FhYZL7JyIiouJL9pHHefPmSa6rVCpx584dHD16FG/fvoWjoyM+//xzySNoBcXS0hLx8fFITU2FWq3WuQi3tsTERLGsfZtYe8tA7dvCeelL7ti0mZubF7qfAxERERme7Mnj119/nes2cXFxmD59On755Rfs3LkT+/fvR+XKleUOLc+sra3F28OJiYkoVapUjm20bwdrJ2jW1tZZ1slLX3LHRkRE8uF2hFRcFYrZ1jY2Nvjpp58we/Zs3Lp1C127dpWcWBUER0dHsRwZGSmpjWYtRwAZEmE5+9JHf0RERETZKRTJo8bUqVNRrVo13L59G6tXrzZ0OCLNotoAJC+qHRoaKpa1d9fJb19eXl56i42IiIgoJ4UqeTQyMkKHDh0gCAI2b95s6HBE2gnb1atXc6yfmJiI4OBgAICbmxtsbW3FY+7u7uIklevXr0OlUuXYn2ZrQgCoV6+e3mIjIiIiykmhSh6B/61V+OjRIwNH8j+tW7cWy//++2+O9c+cOYPU1FQAQJcuXTIcs7CwwHvvvQcg/VlP7cRQl+PHjwNIT647deqkt9iIiIiIclLokkdN0qg9I9jQfHx8xD2oAwMDc1y2Zv369WK5V69emY53795dLK9duzbbvh48eIBz584BAFq1agUnJye9xkZERESUnUKVPEZERODgwYNQKBQoX768ocMRmZqaYvjw4QAAlUqFKVOm6Kx75coVbNu2DQDQuHFj+Pn5ZaozePBgWFlZAUhP5m7duqWzv0mTJonlyZMn6z02IiIiouwUmuTxzp076NSpk7jsTGFLbCZPniwua7NlyxZMmzYt0/OKN2/eRM+ePaFSqaBQKHSueVm2bFl89tlnAICUlBR0795dfA5RQ6VSYdKkSdi7dy+A9BHGzp076z02IiIiouwoBJm3c9m4caPkugkJCQgPD8f58+dx6tQpqNVqCIIAY2Nj/Pfff6hdu7acoYlCQkLg5uYGIH228t27dyW12717N3r37i3ugFOlShV06NABdnZ2CA4OxuHDh8WkbdasWdlur5icnAxfX19cvHgRQPpOL506dYKnpyeUSiUCAgLEWdEuLi4ICgrKdjRWztiyolQqYWdnh9jYWE6yISKSgOs8Fm7c2zrvZE8ejYyM8rS3tSYMhUKBpUuXYtSoUXKGlUFek0cgfWRv1KhRePv2bZbHTU1NMXfuXEyaNCnH6xAdHY2BAwfin3/+0VmnYcOG2LZtG6pXr16gsb2LySMRUe4weSzcmDzmnV6SxzwFolDAx8cHc+fORYsWLeQMKZP8JI9A+jqJy5cvx4EDBxAaGgqFQgFXV1e0b98eI0eORM2aNSX3JQgCdu3ahXXr1uHGjRuIioqCs7MzvLy8MGjQIPTt2xdmZmYGiU0bk0ciotxh8li4MXnMO9mTx1mzZkmua2ZmBhsbG1SpUgXe3t4oV66cnKGQjJg8EhHlDpPHwo3JY97Jvrf1jBkz5O6SiIiIiAqJQjPbmoiIiIgKPyaPRERERCQZk0ciIiIikkz2Zx6joqLk7jJbzs7OBXo+IiIiopJM9uSxXLlyeVrnMS8UCgXS0tIK5FxEREREpIfkUUPmFYCIiIiIqBCQPXl0dnaGQqGAIAiIiooSy8bGxnB2dhYXvFapVIiOjkZSUhKA9FFEBwcHWFtbyx0SEREREclE9kXCgfRt9wYPHowjR47A1dUV33//PXr27IlSpUplqnvjxg2sWrUKK1asgKOjI1avXo0PPvhA7pAon7hIOBGRblwQvHjgwuHSyJ48pqWlwdfXFxcuXECtWrVw/PhxODo65tju3Llz+OCDD6BUKrF582b069dPzrAon5g8EhHpxuSxeGDyKI3sS/WsWbMG58+fh7GxMXbs2CEpcQSA5s2bY/369RAEAf7+/ggNDZU7NCIiIiLKJ9mTx82bNwMAWrduDQ8Pj1y17d69O2rVqoXExESsXLlS7tCIiIiIKJ9kTx7v3bsHhUKBevXq5am9r68vBEHAoUOHZI6MiIiIiPJL9uRRqVTmq33p0qUBAE+fPpUhGiIiIiKSk+zJo2bHl+Dg4Dy1Dw8PBwAkJyfLFhMRERERyUP25LFevXoQBAHHjh0TE0GpEhIScOjQISgUCri4uMgdGhERERHlk+zJY69evQAAKSkp+Pjjj8VFwKUYP348oqOjAaRPuCEiIiKiwkX25HHw4MHw9PQEAJw8eRItW7bEpUuXsm0THR2NQYMGYfXq1QDSd5sZNWqU3KERERHlScrKoAxfRCWZ7NsTGhsbY8uWLWjTpg3evHmD//77D++99x7q1KkDX19feHh4wM7ODmlpaXj+/DkuXryIgIAApKSkQBAEKBQKjBs3Dg0bNpQ7NCIiIiLKJ71sTwgAV69eRd++ffHo0aP0EykUOutqh/Dpp5/i999/10dIlA/cYYaISjKONpYM3GFGGtlvW2s0bNgQN27cwKxZs1ChQgUIgqDzCwCaNWuGgwcPMnEkIiIiKsT0NvKoTa1W49q1a7hw4QLCwsLw+vVrGBkZwd7eHu7u7mjRogWqV6+u7zAoHzjySEQlGUceSwaOPEoj+zOPWTEyMkLDhg35HCMRERFREae329ZEREREVPwUyMijRlxcHJRKJVQqFSpVqlSQpyYiIiIiGeg1eXzz5g3Wrl2LvXv34sqVK0hMTASQPvM6LS1Nn6cmIiIiIj3Q223rbdu2oVq1apg0aRLOnDmDhISETDOstZ0+fRrVqlVD1apVsWzZMn2FRURERET5oJfkcf369RgwYADevHkjJouOjo6wt7fX2aZVq1bw9vZGSEgIpkyZAqVSqY/QiIiIiCgfZE8eIyIiMHbsWHF0ccyYMXjw4AFevnyJL774Itu23333HQDg7du3+Ouvv+QOjYiIiIjySfZnHn///XckJiZCoVBgyZIl+PLLLyW3rV27Njw9PXH37l38888/GDlypNzhERERFUmRFsb5al8uSSVTJFTSyT7yeOTIEQCAh4dHrhJHjffeew+CIOD69etyh0ZERERE+SR78hgaGgqFQoE2bdrkqb2zszMA4OXLl3KGRUREREQykD15TEhIAACULl06T+2Tk5MBQFzWh4iIiIgKD9mTx7JlywIAwsLC8tQ+ODgYAODg4CBbTEREREQkD9mTxyZNmkAQBBw+fDjXo4eRkZE4efIkFAoFatSoIXdoRERERJRPsieP/fv3BwDExMTg66+/zlXbzz77DElJSQCAzp07yx0aEREREeWT7Mljz5490bx5cwiCgD/++AOfffZZjiOQL1++xIcffojdu3dDoVDA1taWy/QQERERFUJ62dt669ataN68OSIiIrBs2TLs3LkTffv2RWhoqFhn48aNePHiBS5evIhDhw4hOTkZgiBAoVDg119/5TOPRERkECkrgwwdAlGhphCy2mhaBg8fPsSHH34orteoUCh01tWEYGZmhiVLluDTTz/VR0iUD0qlEnZ2doiNjYWtra2hwyEi0pvCmjxykXD9MxvpbegQigS97G0NANWrV8fFixexYMECuLi4iHtcZ/VlbGyMnj174vLly0wciYiIiAoxvY08alOpVLhy5QrOnj2LZ8+eITY2FlZWVnB0dETdunXRokULlClTRt9hUD5w5JGISgqOPJZcHHmURi/PPL7L2NgYTZo0QZMmTQridERERESkJ7LftnZwcICDgwMaNWqEAhjUJCIiIqICJPvI45s3b6BQKNCsWbNsJ8kQERFRweFtb5KL7COPTk5OAABra2u5uyYiIiIiA5M9eezSpQsEQcDp06fl7pqIiIiIDEz25PH7779HxYoVcfHiRfzyyy9yd09EREREBiT7M4/lypXDhQsX0KdPH0yYMAE3b97EzJkzUbFiRblPRURERAWEz0yShuzJ48KFCwEAPXr0QKlSpbB27VqsX78ejRo1QoMGDVCuXDlYWVlJ6mvy5Mlyh0dERERE+SD7IuFGRkaZZllr9qzOLZWKf6UUFlwknIhKiuK6SLihFYWRRy4SLo1eFgnPKh/NbY7KZX6IiIioIL37hwOTyazJnjzOmDFD7i6JiIiIqJBg8khEREREksm+VA8RERERFV95Gnm8ceMGgPRleZydnWUNiIiIqCAV1gkyRIVVnpLH+vXrQ6FQYMaMGZg+fXqO9WfPng0A8PPzg4+PT15OSUREVKQV9dnSRBp6mW39rpkzZ4qzp5k8EhERERVdfOaRiIiIiCRj8khEREREkjF5JCIiIiLJmDwSERERkWRMHomIiIhIMiaPRERERCQZk0ciIiIikixf6zzeunUL27dv11v9jz76KC9hERER6cQdZYjyRyEIgpDbRkZGRuKi3/qiUCiQlpam13PkRb169cTtGXPi6OiI6OjobOskJSVh+/bt+PPPP3H37l1ERUWhTJky8PT0xMCBAzFgwACYmZlJju/27dtYvXo1jh49irCwMKjVari6uqJdu3YYOXIkvLy8JPelTalUws7ODrGxsbC1tc1TH0REhYGhkseSvsNMuSSVoUPINbOR3oYOoVDKc/KobwqFAipV4fuHVqlSJYSFhUmqm1PyGBwcjL59++LWrVs663h7e2PHjh2oUqVKtudSq9WYO3cuZs+erfO6mZqaYv78+ZgwYYKk+LUxeSSi4oLJo2EweSw+8nTbesiQIXLHUWS8evUKAODu7o7+/ftnW9fKykrnsZCQEPj4+CAmJgYA4OTkhC5dusDJyQn37t3DwYMHkZaWhqCgIHTo0AGXL1/ONmmbPHkyFi9eLH7v5+eHhg0bIiEhAYGBgXj06BFSU1MxceJEWFlZYfTo0bl520REREQA8jjyWFKlpqaKt5D79++PLVu25KkfQRDQuHFjXLlyBQAwaNAgrFy5EpaWlmKd4OBgdOzYURzl9Pf3x6pVq7Lsb9++fejevTsAwN7eHnv27Mmwh7hKpcLUqVOxcOFCAICZmRnu3r0LNzc3yTFz5JGIiguOPBoGRx6LD862zgXNqCOQnqTl1c6dO8XEsXnz5tiwYUOGxBEAvLy88Pfff4uPCGzYsCHL2+WCIGDatGni91u3bs2QOAKAsbExFixYgK5duwIAUlJSxESSiIiIKDeYPObC69evxXJ+ksdFixaJ5SVLluh8htTb2xt9+vQBkD7quWnTpkx1Dh8+LD4z2bFjR3To0EHneRcsWCCWN23ahJSUlDzFT0RElFuRFsb5+qLCg8ljLsiRPD579gxBQem3TGrVqoWmTZtmW//jjz8WywEBAZmO79mzRyz7+/tn25enpye8vdOH4OPj43HmzBmpYRMREREBYPKYK3Lctj506BA0j5m2b98+x/o+Pj7iyOT58+eRmpqaqT8gfXZ627Ztc+zPz89PLJ86dUpq2EREREQAmDzmihwjj9euXRPLzZo1y7G+jY0NPDw8AABpaWkICQkRj0VHRyMiIgIAULNmTZQuXTrH/ho3biyWHzx4IC1oIiIiov/H5DEX5Bh5vH//vliuVq2apDbaazxqJ3xy9kVEREQkBZPHXNAeeWzdujUUCgWMjY3h4OAALy8vDB8+HPv27YNardbZx+PHj8Wyq6urpPNWqFBBLGsvOi5nX0RERERS5Gtv65JGe+RRQ61W4/Xr13j9+jXu3LmDdevWwdPTE3/++ScaNmyYqb5SqRTLdnZ2ks5rY2MjluPj4/XS17uSk5ORnJyc5bmIiIio5GLymAuNGzfG9OnTxX29BUFAXFwcwsPDce7cOfH5wzt37qB58+b4559/Mq25qEnYFAoFzM3NJZ3XwsJCLCckJGTq6906eenrXfPmzcOsWbMk9UlEREQlB5PHXBg0aJDOY2q1Gvv27cPnn3+O8PBwJCcno3fv3nj06FGGHVmSkpIAACYm0i+9sbFxlmVNX0D6vtX56etd33zzTYY9sJVKpeRb40REhYWhdpMhKs74zKNMjIyM0KNHD5w7dw7ly5cHkP5M4W+//ZahnmYnmdTU1GyfjdSWmJgolrVvO2vvSqN9izkvfb3L3Nwctra2Gb6IiIiImDzKzNXVFT/88IP4/e7duzMct7a2FsvaiVx2tG8vayd82n1ldwtaSl9EREREUjB51INevXqJC3tfv35dXBQcABwdHcVyZGSkpP40z1ICQOXKlfXSFxEREZEUTB71wNbWFk5OTgDSF/Z+8+aNeEyz4DeADAt+Zyc0NFQse3p6ytaXl5eXpDZEREREGkwe9SQlJUUslypVSixrJ2xXr17NsZ/ExEQEBwcDANzc3DI8e+ju7i5Oerl+/TpUKlWO/Wn21QaAevXq5VifiIiISBuTRz0IDw8XFxQvW7YszMzMxGOtW7cWy//++2+OfZ05c0bcz7pLly4ZjllYWOC9994DAMTFxWVIDHU5fvw4gPQJPp06dcqxPhEREZE2LtWjBxs3bhTL7dq1y3DMx8cHpUuXxps3bxAYGIiwsLBsl8BZv369WO7Vq1em4927d8eZM2cAAGvXrkXTpk119vXgwQOcO3cOANCqVSvx1joREVFhF2mhe3k5Kcol5Xx3jqThyKNEqampkm4L37x5E/Pnzxe/9/f3z3Dc1NQUw4cPBwCoVCpMmTJFZ19XrlzBtm3bAKQvUO7n55epzuDBg2FlZQUgPdG8deuWzv4mTZoklidPnpzjeyEiKmpSVgZl+CIi+TF5lCgiIgL169fHrl27kJaWlum4Wq3G5s2b4ePjg7i4OADARx99BF9f30x1J0+eLC6Ts2XLFkybNi1TYnrz5k307NkTKpUKCoUC8+bNyzKusmXL4rPPPgOQ/pxl9+7dxWckNVQqFSZNmoS9e/cCSB/97Ny5cy6vABERERGgELTXkSGdQkJC4ObmBiB9iRwfHx+4ubnBzMwMEREROH78OMLDw8X6TZs2xbFjxzJMltG2e/du9O7dW1zGp0qVKujQoQPs7OwQHByMw4cPiwnlrFmzMH36dJ2xJScnw9fXFxcvXgSQvnNMp06d4OnpCaVSiYCAAHGWtYuLC4KCgsSFzKVSKpWws7NDbGwsFwwnokKrMI825ve2K+VPXm5bm4301kMkRR+TR4mePn0qaV1EU1NTfPrpp1iwYEGOe1dv2bIFo0aNwtu3b3X2NXfuXEyaNEncT1uX6OhoDBw4EP/884/OOg0bNsS2bdtQvXr1HN/Hu5g8ElFRwOSRdGHyKB8mj7lw/vx5bN68GRcvXsSTJ0+gVCphZGQER0dH1KxZE23atMGQIUNQsWJFyX2GhoZi+fLlOHDgAEJDQ6FQKODq6or27dtj5MiRqFmzpuS+BEHArl27sG7dOty4cQNRUVFwdnaGl5cXBg0ahL59+2aY+Z0bTB6JqChg8ki6MHmUD5NHkoTJIxEVBUweSRcmj/LhhBkiIiIikozrPBIRUZFUmEcZiYozjjwSERERkWRMHomIiIhIMiaPRERERCQZn3kkIiKSgLOlidJx5JGIiIiIJOPIIxEREVEW3p3Rz3Uf03HkkYiIiIgk48gjERERFXv5fWY1LzvUFFdMHomIqEjgouBEhQNvWxMRERGRZEweiYiIiEgyJo9EREREJBmTRyIiIiKSjMkjEREREUnG5JGIiIiIJGPySERERESSMXkkIiIiIsmYPBIRERGRZNxhhoiICiXuKENUOHHkkYiIiIgkY/JIRERERJIxeSQiIiIiyZg8EhEREZFkTB6JiIiISDImj0REREQkGZNHIiIiIpKM6zwSEZHBFcSajpEWxno/B1FJwJFHIiIiIpKMySMRERERScbb1kREVOC49SBR0cWRRyIiIiKSjCOPRESkdxxpJCo+OPJIRERERJIxeSQiIiIiyZg8EhEREZFkTB6JiIiISDImj0REREQkGWdbExERlUDK8EOy92lbsbPsfVLhw5FHIiIiIpKMySMRERERScbb1kREREWAPm4zU+5ktdi92UhvA0RiWEweiYhIVtxNJh2TPSqumDwSEVG+MFkkKlmYPBIREZEs5B5t5eztwonJIxERFQmRFsaGDoGIwNnWRERERJQLTB6JiIiISDLetiYiohKPM6OJpOPIIxERERFJxuSRiIiIiCRj8khEREREkvGZRyIiyhUuCk4FhetGFk4ceSQiIiIiyZg8EhEREZFkvG1NRERElANdOxyZPHklqb2Lm4Oc4RgURx6JiIiISDKOPBIRkU6cHENE72LySEREBULXbb+84I4wRIbD29ZEREREJBlHHomIiIjyKO10aIbvTVpVNlAkBYfJIxERifiMIxHlhMkjEVEJxmSRiHKLzzwSERERkWRMHouh27dvY/z48ahTpw5Kly4NW1tb1KpVC+PGjUNwcLChwyMiIqIijLetixG1Wo25c+di9uzZUKlUGY4FBwcjODgYS5cuxfz58zFhwgQDRUlEcnj3drPZSO8c6xARyYHJYzEyefJkLF68WPzez88PDRs2REJCAgIDA/Ho0SOkpqZi4sSJsLKywujRow0YLRGVJJHPA6A0VRg6DCKSAZPHYmLfvn1i4mhvb489e/bAx8dHPK5SqTB16lQsXLgQAPDll1+iQ4cOcHNzM0i8RCQvjjISUUFh8lgMCIKAadOmid9v3bo1Q+IIAMbGxliwYAHu3LmD/fv3IyUlBQsXLsSyZcsKOlwiIiKD0MfORLYVO8veZ2GnEARBMHQQlD+HDh3CBx98AADo2LEjDh8+rLPunTt34OXlBQAoVaoUXr16BTMzsxzPoVQqYWdnh9jYWNja2soTOBFlqTiOIvK2NRVX7yaPuhYJd3FzKIhwCgRHHouBPXv2iGV/f/9s63p6esLb2xtBQUGIj4/HmTNn0KZNGz1HSETZKSrJYn72pmbiSFR8cKmeYuDQofRheIVCgbZt2+ZY38/PTyyfOnVKX2ERERFRMcSRxyIuOjoaERERAICaNWuidOnSObZp3LixWH7w4IG+QiOiIiryeUCWr3P0kIgAJo9F3v3798VytWrVJLWpUqWKWGbySKRfReWWNBHJI+10aIbvNc9APnvyKl/9FqZnJpk8FnGPHz8Wy66urpLaVKhQQSxHR0fLHhNRccGFuImIMmPyWMQplUqxbGdnJ6mNjY2NWI6Pj5c9JqKCVlAJXFFPFKVOeOHtaSL5vDsSCeiekV1UMHks4rSTPwsLC0lttOslJCRkWSc5ORnJycni97GxsQAyJquGlrLuaq7bmA1rqIdIir68XMus5HR95TpPXr3Ix2xhOZRNUuVcKRv5jj9RWrW3SUn5Ow9RCaJIfJvrNiZxuf8svXcj75+/5as4wMbGBgqFPH8YMnks4pK0fsmbmppKamNsbJxlWdu8efMwa9asTK9LvTVeaI0zdADF3DhDB0BEVNDmGjoASaKiouDk5CRLX0weizhLS0uxrD1SmJ3ExP8NP2jfwtb2zTffYMKECeL3b968QeXKlfH06VPJt8cpa0qlEq6urggLC+OC6/nEaykPXkf58FrKh9dSHprrKGVDEKmYPBZx1tbWYlnXLeh3adfTlTyam5vD3Nw80+t2dnb8TywTW1tbXkuZ8FrKg9dRPryW8uG1lIdct6wBLhJe5Dk6OorlyMhISW0060ICQOXKRfuhXSIiIipYTB6LOA8PD7EcEhIiqU1o6P9mfmn2uSYiIiKSgsljEefu7i5Oerl+/TpUqpxncwYF/W+5kXr16kk6j7m5OWbMmJHlrWzKHV5L+fBayoPXUT68lvLhtZSHPq6jQhAEQbbeyCBatWqFM2fOAAAuXLiApk2bZlu/RYsWOHfuHIyMjBAZGSnb7CsiIiIq/jjyWAx0795dLK9duzbbug8ePMC5c+cApCedTByJiIgoNzjyWAy8ePECVatWRUJCAszMzHDlyhXUrl07y7o9evTA3r17AQAHDx5E586dCzJUIiIiKuI48lgMlC1bFp999hkAICUlBd27d0dwcHCGOiqVCpMmTRITRx8fHyaORERElGsceSwmkpOT4evri4sXLwJI3zmmU6dO8PT0hFKpREBAgDjL2sXFBUFBQShfvnyez6dWq7FixQq4urqiS5cusrwHIiIiKvw48lhMmJub48CBA2jfvj2A9JHGAwcOYNGiRVixYoWYODZs2BAnT57MV+IYHh6Ojh074tNPP8WBAwdy3T4qKgoLFixA06ZNUbZsWVhaWqJatWro378/AgMD8xxXcZGcnIxVq1ahU6dOKFeuHMzMzFCmTBm0bNkSCxYswKtXrwwdYpF07NgxDB06FO7u7rCysoKpqSkcHR3RpEkTTJo0CVFRUYYOscgZNWoUFAoFFAoF/Pz8DB1OoZeUlISVK1eiW7duqFy5MkqVKgUrKytUq1YNgwcPxrFjxwwdosHdvn0b48ePR506dVC6dGnY2tqiVq1aGDduXKY7aqTb/v37xd93pUuXhrm5OVxcXNCtWzds2LABKSkp+TuBQMWKWq0WduzYIXTu3FmoWLGiYGZmJlSsWFFo3769sHHjRiE5OTnPfaekpAgLFy4USpUqJQAQAAijRo3KVR979uwRHBwcxPZZfQ0ePFhISEjIc5xF2eXLl4Vq1aple33s7OyEbdu2GTrUIuP58+dCx44ds72mAITDhw8bOtQi5fnz54K5ubl4/Xx9fQ0dUqEWEBAguLq65vjvsFu3bsLr168NHW6BU6lUwqxZswRjY2Od18bU1FRYvHixoUMt1B49eiQ0a9Ysx39nnp6ewq1bt/J8Hm5PWMwoFAr06dMHffr0ka3P5ORkrF27FvPnz8fTp0/z3M/+/fvRs2dPCP//pISXlxd8fX1hYWGBixcvirPAN23ahNTUVGzdulWW+IuKGzduoG3btlAqlQCAUqVKoVu3bqhSpQoiIyOxb98+xMTEIDY2Fv369YNKpUL//v0NHHXhdv36dbz//vuIjo4GAJiYmKBNmzZwd3eHhYUFwsPDcfPmTdy+fdvAkRY98+bNQ3JysqHDKBKOHDmCDz74QFyH19nZGb6+vqhatSrevn2L06dP48aNGwCAffv2oVu3bjh27BhMTU0NGXaBmjx5MhYvXix+7+fnh4YNGyIhIQGBgYF49OgRUlNTMXHiRFhZWWH06NEGjLZwevHiBZo0aYKYmBgAgIWFBdq2bQt3d3cYGRnh2rVrOH78ONRqNe7cuYO2bdvi4sWLedtpTr58l4qbyMhIYeTIkYK9vX2Gv1icnZ1zPfIYFhYm2NraCgAEIyMj4ZdffhHUanWGOjt37hTMzMzEvv/88099vK1Cq1GjRuJ7b9q0qfDkyZMMx2NiYoQPP/xQrFO6dGkhOjraMMEWAaGhoYKLi0uGEe0XL15kWffGjRvC06dPCzjCouvhw4eCqalpht8LHHnUbdmyZeLvzvXr12d5B2j79u0ZRnJ/+eUXA0RqGHv37hXft729vXDy5MkMx9PS0oTJkyeLdczMzITHjx8bKNrC686dO+II7XfffZfl58P169eFKlWqiNeyZ8+eeToXk0fS6fjx4xk+HKysrITvv/9eWL16da6Tx08//VRsM2XKFJ31Fi9eLNbz8vLKlGAWVxcuXBDft62trc5EJikpSahVq5ZY99dffy3gSIuONm3aiNdpwYIFhg6nWOnRo4cAQChTpgyTRwmWLVsmtG7dWnj58mW29f744w/xerq7uxdQdIalVquF2rVri+87ICBAZ92uXbuK9UaPHl2AURYNd+7cESpWrChcu3Yt23rXr18XHw9QKBRCRERErs/F5JF00iSP5ubmwqhRo4TQ0FBBEARh3bp1uUoeX716Jf5FbW9vn+3zjGlpaRlGi86ePSvb+ynMfv31V/E9+/v7Z1t3xYoVYt1BgwYVUIRFy+7du3mN9ET72i5dupTJowTXr18XEhMTc6yXkpIi2NjYiNc0PDy8AKIzrIMHD4rvt2PHjtnWDQ4OFuuWKlUqX8/wF0cvXrzIdMdKF+3nwPNyl4+zrUmncuXK4ffff0dYWBiWL1+OSpUq5amfw4cPi89GDRw4EJaWljrrGhsbY8CAAeL3AQEBeTpnUaP97FhO17lKlSpiOSkpSV8hFWnz5s0DAFhbW2PRokUGjqb4UCqV4pqynTp1QqdOnQwcUdFQt25dWFhY5FjP1NQ0wwYPz54902dYhcKePXvEsr+/f7Z1PT094e3tDQCIj48Xt+WldM7Ozhk+H7LToEEDsZyXf2dMHkmnmjVrYuzYsfnewvDQoUNiuV27djnW117y49SpU/k6d1FRo0YNsaxZVkmXx48fi2V3d3e9xVRUPXjwAJcuXQIA9O3bF+XKlTNwRMXHN998g4iICJibm+OXX34xdDjFkrGxsVgWSsAyzJrPB4VCgbZt2+ZYvyR+PuhDfv+dMXkkvbt27ZpYbtasWY71GzduLJYfPHigj5AKnXbt2sHZ2RkAsGPHDp0JZEJCAn7++WcAgJGREQYNGlRQIRYZ27dvF8ucjS6f8+fPY/ny5QDSZ8Zq/8FD8tFe0ULzO6G4io6ORkREBID0wYrSpUvn2KYkfj7oQ37/nTF5JL1Sq9V49OgRgPRbiFL+kTo7O8PKygpA+nB6fHy8XmMsDKysrMTbq0qlEr169cr0i/Hly5fo168f7t27BwAYN24cPD09CzzWwu78+fMA0kcymjRpIr5++fJlrF27FvPmzcPSpUtx8uRJpKWlGSrMIuXt27f4+OOPoVar4e7ujmnTphk6pGIpKioK4eHhAAB7e/u8LaFShNy/f18sV6tWTVIb7duyTB7z7urVq2JZ+xa2VFznkfTq2bNn4nN5rq6uktu5uLjg4cOHAICYmBiUKlVKL/EVJh9//DFevHiBKVOm4OrVq6hbty66d++OatWq4fnz59i7d6+4u8yQIUP4LJ8Oml+Kbm5usLGxwalTpzBq1CjcvXs3U92yZcti5syZXDMuB59++ikePnwIhUKBVatWwdzc3NAhFUvLly+HWq0GAPTq1QsKhcLAEemX9iM4Uj8fKlSoIJY167dS7pw6dQq3bt0CAFSvXh316tXLdR9MHkmvNAteA4CdnZ3kdjY2NmK5JIw8akyaNAmurq4YMGAAkpKSsG3btkx1Jk+ejAULFhggusLvzZs3eP78OQCgTJky2LVrF/r27SsuzvyuFy9eYMyYMbh48SLWrl1b7D+s82LLli3YtGkTAOCLL76Aj4+PgSMqnu7evSv+vzYxMcGkSZMMHJH+5eXzoaR+NsglMTERY8aMEb+fMmVKnvrhbWvSK+3/3FJmG2ZVNyEhQdaYCitBEPD9999jyJAh2T7AvGjRIowZM4a7e2RBe9/v2NhYjBgxAiqVCgMGDMC5c+fw9u1bxMbG4sSJE+jRo4dYd/369ViyZIkBIi7cHj9+LH7QeHp6irPYSV6RkZHo0qWL+Lvu22+/hYeHh4Gj0r+8fD6UxM8GuaSlpaF///7iHuFt2rTBsGHD8tQXk0fSK+2lZHKz1Zb2TDDtcnH2ySef4Ntvv0VKSgqcnJzw008/4cmTJ0hOTkZ4eDhWrVqFSpUqQRAELF++HF27dkVqaqqhwy5UYmNjxfK9e/cQGxuL5cuXY/PmzXjvvfdQqlQp2NrawtfXF7t3787wV/esWbMytC/pkpKS0K9fPyiVSpibm2PLli3ZLrNFefPgwQO0bNlSfDa8T58++O677wwcVcHIy+dDSfxskMPbt2/RvXt37N27FwDg4eGBv/76C0ZGeUsDmTwWcVWqVIFCocjzV5cuXfQan/aHTW5GyhITE8Wy9m0KQ9PX9V6+fDnWrFkDIP3B8atXr2LcuHGoUqUKzMzMUKFCBfj7++O///5Do0aNAACBgYGYPn16gb13uenjWr57G+vjjz/GqFGjdMYwd+5ceHl5AQDi4uKyfEygsNPXv8lRo0bh8uXLAICffvoJ9evXL8B3ZRgF/fv077//hre3t5g4Dhw4EFu2bMnzB3pRk5fPh8L62VCY3bp1C97e3uKySPXq1cO///6br2X4Ssa/UDIYa2trsZybWwzadYv7L4jExER8++234vd//vknKlasmGVdBwcH7NixA2ZmZgCAJUuWlIiFhKV6d2Qsp+fGjI2NM9y2OX78uF7iKmp++uknbNy4EQAwYMCADM9IUf6lpqZi/Pjx6N27N5RKJYyNjfHDDz9g06ZNubpDU9Tl5fOhJH02yGHjxo1o2rSpuErHhx9+iNOnT8PFxSVf/XLCTBH3888/4+3bt3lurytJkYujo6NYjoyMlNxOs/aXlZVVvhcpl5M+rveBAwcQExMDAGjatGmOa2G6ubmhR48e2L59O1JSUvDXX39hwoQJeY7JUPRxLW1tbcWytbV1ht06dHnvvffEck4LtBdGcl/Ho0ePikl37dq1sXLlynzFV5QUxO/TqKgo9O7dW9wdpWLFivjzzz/h6+ub5/MWVXn5fNB8NgAo9ksZ5UdaWhq+/PJLLF26FED6s6I//vgjxo4dK0v/TB6LOO2H/gsjJycn2Nvb4/Xr13j27BlSU1Nz/Ms6NjZWnIVXs2bNQjUDVh/XW7MbCpCePErRrFkzcTHsCxcuyB5TQdDHtaxQoQKMjIygVqslP5+nvfZofhIHQ5H7OmrPTlcoFOjdu7fOutq3EG/cuIGOHTuK3xfFrUX1/fv0wYMHaNeunfhHygcffICNGzfCwcFBr+ctrLQnBYWEhEhqo/0HnuaRE8ooPj4ePXv2RGBgIID0nch27tyJOnXqyHYOJo+kd15eXjh79izUajWuXbuWYYeArGieswKQp/WnihrtSRrat3Gyo73uJSd5/I+VlRWqVq2Khw8f4tWrV0hOTs5xTULth/ZL6oe4Nu0Z6zdv3sTNmzcltXv9+jWOHDmir7CKvJCQEPj4+IgjbDNmzMCMGTMK1R/HBc3d3R3GxsZQqVS4fv06VCpVjpNggoKCxHJJ+HzIrZSUFHTu3FncurFr167YvHmz7Lf4+cwj6V3r1q3F8r///ptjfe3nzvQ9oacwKFOmjFjWviWTnbCwsCzb0/+2wFSpVLh48WKO9e/cuSOWuVc46UNKSgq6d++OyMhIKBQKrF69GjNnzizRiSOQfitV89hIXFxchsRQF83ng5GRETp16qTX+IqiL7/8Ukwchw0bhj179ujl2VAmj6R33bt3F8vr1q3Ltq5arRYXJLayskKHDh30GlthoJk9DaQ/byZly7wDBw5k2Z7SHwjXWL16dY71d+/eLZbbt2+vl5iKEkEQJH89efJEbOfr65vhGP3PL7/8ghs3bgBIX8NxxIgRBo6o8ND+fFi7dm22dR88eIBz584BAFq1alWonocvDC5duoQVK1YASP//uHr1ar3N3GfySHrn7e0tJjj37t3DqlWrdNb99ddfxVG1sWPHlohtCTt06CDurhAREYE//vgj2/qbNm3CtWvXAKTvRNGrVy99h1ikdOzYUZy4sHnzZpw+fVpn3cuXL2Pnzp0A0rfE7Nq1a4HESCWHIAj4/fffAaTfJZg6daqBIypcBg8eDCsrKwDpi/Vrts3LivbqCZMnT9Z7bEXNb7/9Jv7htnjxYv0u+SQQ5dK6desEAAIAYdSoUZLaHDx4UGxjaWkp7Nq1K1Odbdu2Cebm5gIAwcHBQXj58qXcoRdaS5YsEa+Pqamp8McffwgqlSpDHZVKJaxatUqwsLAQ644dO9ZAERduGzduFK+Rvb29EBgYmKnOqVOnBGdnZ7He2rVrDRBp0fbkyRPx+vn6+ho6nELpzp074jXq0aOHocMplCZPnixeo6pVqwq3b9/OcDwtLU346quvxDo+Pj4GirRwK1eunPg7T98UgsD7C5Q769evF9fGGzVqFJYvXy6p3fjx4/Hzzz+L32uWpVEoFDh37pw469jExARHjhxBmzZtZI+9sBIEAQMHDsTWrVvF19zc3NC2bVs4OzsjOjoaR48exePHj8XjzZs3x7Fjx3K17WNJMmLEiAy3wVq0aCHOZr98+TLOnDkj/pU+fPhwcZF2ki4kJARubm4A0m+TnThxwrABFUL79+9Ht27dAAANGjQQy1INHToUVapU0UNkhUdycjJ8fX3FZ5SNjY3RqVMneHp6QqlUIiAgQJxl7eLigqCgIJQvX96QIRc6cXFx4lJl9vb2+OKLL3LV3s/PD35+ftIb6D09pWInLyOPgpD+1+PEiRMFhUIhtn/3y9nZWQgICNBj9IWXSqUSZs6cKZiZmem8PgAEhUIh+Pv7C/Hx8YYOuVBLTU0Vxo8fn+2/N1NTU+G7774T1Gq1ocMtkjjymLNNmzZl+/85p6/jx48b+i0UiJcvXwrt27fP9lo0bNhQePDggaFDLZTCwsLy9e9sxowZuTofn3mkAmNsbIwff/wR58+fx9ChQ1GtWjVYWFjAyckJTZs2xcKFC3H79u0SMUkmK0ZGRpgxYwYePXqE6dOno3nz5ihTpgxMTEzg4OCAhg0bYuLEibh9+zZWrVolPidEWTMxMcGSJUtw8eJFjBw5Eu7u7rCysoKtrS3q1KmDr776CsHBwZg9e3aJn/VK+iNlAhylPw8aEBCAHTt2oHPnzqhYsSLMzMxQsWJFtG/fHhs3bsT58+dRvXp1Q4daKBX0vzPetiYiIiIiyTjySERERESSMXkkIiIiIsmYPBIRERGRZEweiYiIiEgyJo9EREREJBmTRyIiIiKSjMkjEREREUnG5JGIiIiIJGPySERERESSMXkkIiIiIsmYPBIRERGRZEweiYiIiEgyJo9EREREJBmTRyIqNEJCQqBQKKBQKFCzZk1Dh0NFzPr168V/P6NHjzZ0OETFFpNHIqIC8PbtW/z555/o378/PD09YWdnBxMTE1hZWaF8+fJo0qQJxowZg5MnTxo61BLt2bNnMDExgUKhwKBBgzIc0ySmFhYWBoqOqHBg8khEpGdLly5FlSpVMHjwYPz111+4e/culEolVCoVEhMTERkZicuXL2P58uX48ssvZT13TEwMKlWqBIVCgQEDBsjad3G0Zs0aqFQqAMAnn3wiS59TpkyBQqGAnZ0d7t+/L0ufRIZkYugAiIiKM39/f6xZs0b83sXFBc2bN0eFChVgZWWFN2/e4O7duwgKCkJcXJzs5x84cCDCwsLg7u6OlStXyt5/caJWq8WflYeHB3x9fWXp9/vvv8fZs2dx5swZ9OrVC5cvX4alpaUsfRMZApNHIiI9+e2338RkxNraGr/++iuGDBkCI6PMN32SkpLw999/4++//5bt/GvWrMGRI0egUCiwevVqWFtby9Z3cfTPP/8gNDQUgHyjjgBgbGyMtWvXom7durh9+zamT5+ORYsWydY/UUHjbWsiIj1ITU3F999/L36/detWDBs2LMvEEQAsLCwwYMAA7Ny5U5bzv379GpMnTwYADBs2DK1atZKl3+JMMzJrZmaGIUOGyNp3jRo1MGXKFADATz/9hOvXr8vaP1FBYvJIRKQHly9fxosXLwAAbm5u6NKlS4Gef/HixXj16hXMzMwwc+bMAj13UfTixQvs378fANCrVy+UKVNG9nNMnDgRZcqUgUqlwrRp02Tvn6igMHkkItKD8PBwsVy2bNkCPffbt2/x22+/AQCGDh0KV1fXAj1/UbR27VqkpaUBAEaOHKmXc1hbW2P8+PEAgIMHD+K///7Ty3mI9I3JIxEVaXfv3sV3332H5s2bw8XFBebm5nBwcEDt2rUxduxYnD59Otd9njlzBqNGjYKHhwdsbW1hY2OD2rVrY+rUqYiIiADwvxm0CoUC8+fPz9SHubm5WH7w4IGYmBSErVu3QqlUAgA+/fRTnfX8/PzE93DhwgUAQGRkJL777jvUqVMHNjY2sLW1RevWrbFnz55M7WNiYvDDDz+gUaNGcHBwgLW1NWrVqoWvv/4a0dHRuYr52LFjGDt2LOrWrQsnJyeYmZmhXLlyaNasGb799ls8evQoV/3lhiAIWL16NYD028t+fn56O5e/vz/MzMwAAMuWLdPbeYj0SiAiKiSePHkiABAACB4eHtnWffv2rTB8+HDByMhIbKPrq2vXrsKrV69yPH98fLwwYMCAbPtycHAQjh49Knz99dfia/PmzcvUV0hISIZ2ixYtyvN1yS0fHx8BgNCgQYNs6/n6+orxnT9/Xjh16pTg5OSk871PnTpVbHv58mWhbNmyOuuWLVtWuH37do6xPnz4UGjVqlWOP0NTU1NhypQpgkql0tnXunXrxPqjRo2SfL0CAwPFdgsXLtRZT1PH3Nxcct9Z6dGjhwBAsLGxEZKTk/PVF5EhcLY1ERU5MTExeP/993Ht2jXxtTp16qB58+ZwcHDAq1evcPbsWdy6dQsAsH//fjRv3hxnzpyBo6Njln0mJSXhgw8+wIkTJ8TXatasCV9fXzg4OCAiIgKHDx/Gy5cv0atXL7Rr1y7bGCtXrox27dohMDAQADB58mSoVCpMmjRJ56QZObx+/Rpnz54FAHTr1k1yu0ePHmHMmDFITk5Gr1694O7ujqioKBw4cABRUVEAgB9++AF16tSBt7c3Wrdujbdv36JGjRro3LkzTE1NceXKFRw/fhxA+jOEH330Ea5duwYTk6w/ai5fvoxOnTohJiYGAGBiYoKWLVuibt26sLKyQkREBI4dO4Znz54hNTUV8+fPx+PHj/HXX39BoVDk5zJloD1RZujQobL1q0u3bt2wZ88exMXF4cSJE2jfvr3ez0kkK0Nnr0REGlJGHlUqldChQwexXqVKlYR///03y7oBAQGCs7OzWLd79+46zz158mSxno2NjbBjx45MdeLj44XPP/8806hYViOPgiAI9+/fF+zt7TPU9fb2Fk6cOJHzxcij3bt3ZxhNzI72yKODg4Pg4uIi3Lp1K0MdpVIptGvXTqxXq1YtoWXLlgIA4bPPPhNSU1Mznd/Y2Fisv2vXrizPHRUVJVSoUEGs5+vrKzx8+DBTvbS0NOGnn37K0OdPP/2UZZ95GXmMiooSzMzMBADCRx99lG1dTd/5HXmMiIgQ+/rqq6/y1ReRITB5JKJCQ0ryuHXrVrGOk5OT8PTp02z7vHnzpmBhYSG2OXnyZJbn1SQnRkZGOSZ3Y8aMkZQ8CkL67d1y5cplSjjff/994eLFi9meJy+mTp0q3uZNSkrKtq528qhQKISzZ89mWS8yMlKwsrLKEH/79u0FtVqdZf0hQ4aI9T7++OMs64waNUqs4+Pjk2Osq1atEuvb2dkJSqUyU528JI8LFy4U2wQGBmZbV67kURAEMXH29fXNd19EBY0TZoioSPnxxx/F8uLFi3OcSVy7dm1xhiuQvlXgu1atWiVuSTds2LAcdxZZsGAB7O3tJcXr7e2NGzduoG/fvhleP3r0KJo2bYq+ffvi8ePHkvqS4ubNmwAAT0/PDJN2ctKuXTs0b948y2Nly5ZFx44dM7y2aNEinbeOP/roI7Gs/WiBRnR0NDZs2AAg/Vb1+vXrc4zV399fjC82NhabN2/Otr5Umoky1apVQ9u2bWXpU4oGDRoAANd7pCKJySMRFRkvXrzAlStXAABlypRBv379JLXz9/cXy5pn8rQdOHBALI8ePTrH/mxsbNChQwdJ5wYAJycn/PXXXzh37hzee++9DMe2b98OT09PLFiwAIIgSO5TF80OKVWqVMlVu5zWoWzYsKFYrlmzJurWrauzbu3atcVyZGRkpuPHjh1DUlISAOCDDz6Am5ubpBhHjBghlrP6OebWiRMnxL2m/f39ZX2OMiean8+bN2/EmfFERQWTRyIqMs6fPy+WW7VqBVNTU0ntqlatinLlygEAoqKixOV2ACAhIQG3b98GkJ4UNmrUSFKfUhMebe+99x7OnTuHPXv2ZEi+UlJSMGXKFPTr1y/fS/o8f/4cAFChQoVctfPw8Mj2uJOTk1iuV6+e5Lpv377NdFz759imTRupIaJFixZi+erVq5Lb6aKZKGNqaophw4blu7/cqFixolh+9uxZgZ6bKL+YPBJRkaH9IVujRo1cta1cubJY1l6DMCwsTLxl7e7uLnn0SbNWX150794d165dw8aNGzMsIL59+3Z8/vnnee4X+F+yltt9rG1sbLI9rv1+7ezssq1raWkpljXXVltef466foZ5ERMTI+4j3q1btwJfyL1UqVJiOasEm6gwY/JIREXGmzdvxLKtrW2u2monU9of1tp95pQUyUmhUGDw4MG4efMmWrZsKb6+fPlynDt3Ls/9JicnA0jfKzu38eijblby+nO0sLCAsbExgPwnXBs3bhSvlb52lMmOdoKdmJhY4Ocnyg8mj0RUZGh/4MbHx+eqrXb90qVLi2W1Wi2Wc3PLWK4dY5ycnHD48GFUrVpVfG3VqlV57k9zK1+TGBVGef05JicniyOZ2j/DvNBcYzc3txzX7NQH7Z9PbiY2ERUGTB6JqMjQfpYutzOUw8LCxLLm+UcgYxKieV5QipcvX+bq/NmxtrbGuHHjxO/zMwPXysoKQPqznIVVXn+O2j/D8uXL5/n8p0+fxp07dwAU/EQZDe2fj+ZnRlRUMHkkoiLD29tbLJ86dSrL5+my8vTpU3GSjIeHR4ZdZqpUqSKO1j18+FDys3SXLl2SGrYk7u7uYlkzEzkvnJ2dARTuSRjaP8fczJrWvp2va1khKTSjjiYmJgU+UUZD++dT0M9bEuUXk0ciKjJq1qwpTpp4/vy5OOEhJ2vXrhXLH3zwQYZjlpaW4pp7giBg/fr1OfYXFBSU5fqF+aG9pE1uZ0prq1SpEoD/LdlTGLVv314c7duzZw/Cw8Mltcvu5yjVmzdvsHPnTgBA165d8zWCmR+an4+VlVWGkViiooDJIxEVKdq3d7/44oscR9ju3buHRYsWAUgfafryyy8z1Rk8eLBY/v777zPcHn1XUlISRo0alWOcAQEBuHHjRo71gPSkVTsxys8zeF5eXgCA4OBg2Z7LlFvVqlXFfbdTUlIwbNgwpKamZttm06ZNOHnyJID00eOc1qXUZePGjeIElU8++SRPfchB82/D09PTYDEQ5RWTRyIqUkaPHi2uMxgZGYkWLVqIScW7jh07htatW4vPl82cOVMcmdM2dOhQcaeaN2/eoE2bNlk+dxgaGooOHTrg6tWrGSa4ZOXu3bto3Lgxhg8fjosXL+pcAPz169cYMmQITp06BQBwcHDA0KFDs+07O40bNwaQPoP31q1bee5H3xYtWiQuD3T06FF06tQJT548yVRPpVLhjz/+EBcINzY2xooVK/L8nKLmlnXlypVztdC7nF69eoWHDx8CAJo0aWKQGIjyw8TQARAR5YaFhQV27tyJ1q1bIzw8HCEhIfDz80O9evXQvHlz2Nvb49WrVzh37lyGkb8BAwZg6tSpWfZpbW2NjRs3okOHDkhJScHDhw/RqFEj+Pn5oX79+jAyMsLt27dx7NgxJCcno0+fPqhVqxZmzZqVbawpKSlYt24d1q1bhzJlyqB58+aoXLky7OzsEBcXh7t37+LkyZPiM44WFhb4888/xecW80J7a8XAwEDUr18/z33pU40aNbBp0yb07dsXycnJOHbsGNzd3eHj44M6derAysoKz549w7Fjx8Tb2kZGRvj1119z3D5Sl/Pnz4sJ9YgRI2BklLfxk5SUFPj5+Umq+9dff2WYoAWkJ8sarVu3zlMMRAZl2K21iYj+58mTJwIAAYDg4eGRbd2IiAihTZs2Yn1dX1ZWVsKcOXMEtVqd4/kDAgIER0fHbPsbOnSokJCQIMyYMUN8bcGCBZn62rFjh2BiYpJjfJqvhg0bChcvXszztdPWoEEDAYDQokWLbOv5+vqK5z9//ny2ddetWyfWHTVqVI4xaOqam5tnW+/06dNCtWrVcrw+FSpUEPbu3ZuvGIcNGyYAEIyNjYXw8PAc34Ou95SbrydPnmTqZ8CAAQIAwczMTFAqlbmOg8jQOPJIREWSi4sLjh07hmPHjmHbtm04ffo0nj9/jsTERDg6OqJGjRro0KEDhg0bJnlSRIcOHXD//n388ccf2Lt3Lx49eoTk5GRUqFABTZo0gb+/vzhSpL1IdVYLXffp0wetWrVCQEAAzpw5g9u3b+PRo0eIiYmBiYkJ7OzsUK1aNXh7e6NHjx5o3bq1bEvGDBgwAP/99x/OnTuHBw8e5Ho3noLUsmVL3L17F1u3bsXevXtx5coVREVFQRAEODk5oX79+ujSpQsGDx6c64XPtSmVSmzbtg1A+mSb/ExKyo/Y2Fjs3bsXQPpOQznt7ENUGCkEQceDOEREpNOwYcPEmdlbt25Fv379DBuQlujoaFSsWBHJycmYMGECFi9ebOiQDG7p0qUYO3YsAODAgQN5nq2dX7/99hu++OILAOnLFEm9/U1UmHDCDBFRHmg/T1m9enUDRpJZmTJl4O/vDwBYsWKFrAuaF1WaiTKurq7o1KmTQWJITk7GwoULAQAtWrRg4khFFpNHIqJcevHihZg8mpubo27dugaOKLNvv/0WpUqVQnx8PObOnWvocAzq8uXL4rqc+Zkok19//PEHwsPDoVAosGDBAoPEQCQHJo9ERLm0bNkycQ3F999/H2ZmZgaOKLNy5crh+++/B5CetFy5csXAERnOypUrAaQv86NZ8qeghYWFYebMmQCAkSNHokWLFgaJg0gOfOaRiAjAtWvXJC1rc/nyZbRq1QrJyckAgEOHDhnsNmhO1Go12rZtixMnTqBu3bq4ePFiviadFFWLFy9GXFwcXFxcMHLkyAI/vyAI6NSpE44cOYIaNWrgypUrnChDRRqTRyIipN9+7tu3L8aNG4eGDRtmOq5SqbBhwwaMGzcOcXFxANK3t9u3b19Bh5orUVFRaNSoEcLDwzF8+HCsWbPG0CGVOLNnz8aMGTNgY2ODixcvclcZKvKYPBIRIX3rQpVKBQCoVq0aWrRoARcXF6SmpiIsLAwnTpxAVFSUWL9OnTo4duwY9yUmohKHySMREYCKFSsiIiIix3pGRkYYNGgQfv/9d956JKISickjERHSt5w7cOAADh8+jKtXryIkJARxcXEwNTWFg4MDqlevDj8/P/Tr1w8eHh6GDpeIyGCYPBIRERGRZFyqh4iIiIgkY/JIRERERJIxeSQiIiIiyZg8EhEREZFkTB6JiIiISDImj0REREQkGZNHIiIiIpKMySMRERERScbkkYiIiIgk+z+hriZusyUvGwAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n",
-    "solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n",
-    "training_performance['logS_true'].plot(kind='hist', bins=120, color = colors[5], alpha = 0.4, label = 'Krasnov')\n",
-    "solprop['logS_true'].plot(kind='hist', bins=20, alpha = 0.4, color = colors[1], label = 'Solprop')\n",
-    "\n",
-    "leeds_acetone: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_fastprop_predictions.csv\"))\n",
-    "leeds_benzene: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_fastprop_predictions.csv\"))\n",
-    "leeds_ethanol: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_fastprop_predictions.csv\"))\n",
-    "leeds_all = pd.concat([leeds_acetone, leeds_benzene, leeds_ethanol], ignore_index=True, axis=0) \n",
-    "leeds_all['logS_true'].plot(kind='hist', bins=10, alpha = 0.4, color = colors[6], label = 'Leeds')\n",
-    "\n",
-    "plt.gca().spines[['top', 'right',]].set_visible(False)\n",
-    "plt.xlabel(\"logS (mol/L)\")\n",
-    "plt.xlim([-10, 2])\n",
-    "plt.xticks([-10, -8, -6, -4, -2, 0, 2 ])\n",
-    "plt.legend(prop={'size': 20}, loc = 'upper left', frameon = False) \n",
-    "#plt.ylim([-10, 1200])\n",
-    "#plt.yticks([0, 400, 800, 1200])"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Venn Diagram of solute overlap"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 84,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "704\n",
-      "101\n",
-      "1018\n"
-     ]
-    }
-   ],
-   "source": [
-    "training_performance[['solvent', 'solute']] = training_performance['smiles'].str.split('.', expand=True)\n",
-    "unique_solutes_krasnov = set(Chem.CanonSmiles(s) for s in training_performance[\"solute\"])\n",
-    "print(len(unique_solutes_krasnov))\n",
-    "\n",
-    "solprop[['solvent', 'solute']] = solprop['smiles'].str.split('.', expand=True, n=1)\n",
-    "unique_solutes_solprop = set(Chem.CanonSmiles(s) for s in solprop[\"solute\"])\n",
-    "print(len(unique_solutes_solprop))\n",
-    "\n",
-    "leeds_all[['solvent', 'solute']] = leeds_all['smiles'].str.split('.', expand=True)\n",
-    "unique_solutes_leeds = set(Chem.CanonSmiles(s) for s in leeds_all[\"solute\"])\n",
-    "print(len(unique_solutes_leeds))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 74,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "[13:57:50] WARNING: not removing hydrogen atom without neighbors\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Vemeire training data includes 1536 solvents and 20486 solutes.\n"
-     ]
-    }
-   ],
-   "source": [
-    "vermeire_training_solutes = []\n",
-    "vermeire_training_solvents = []\n",
-    "for training_set in (\n",
-    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\AqueousSolu.csv\"),\n",
-    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolv-Exp.csv\"),\n",
-    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolv-QM.txt\"),\n",
-    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolvH-Exp.csv\"),\n",
-    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolvH-QM.txt\"),\n",
-    "):\n",
-    "    if training_set.suffix == \"xlsx\":\n",
-    "        df = pd.read_excel(training_set)\n",
-    "    else:\n",
-    "        df = pd.read_csv(training_set)\n",
-    "    if \"Aqueous\" in training_set.name:\n",
-    "        vermeire_training_solutes.extend(df[\"smiles solute\"])\n",
-    "    elif \"QM\" in training_set.name:\n",
-    "        vermeire_training_solutes.extend(df[\"smiles solute\"])\n",
-    "        vermeire_training_solvents.extend(df[\"smiles solvent\"])\n",
-    "    else:\n",
-    "        vermeire_training_solutes.extend(df[\"smiles_solute\"])\n",
-    "        vermeire_training_solvents.extend(df[\"smiles_solvent\"])\n",
-    "\n",
-    "# cast to set twice - once to remove immediate dupes, again to remove\n",
-    "# multiple identical representations\n",
-    "vermeire_training_solvents = set(Chem.CanonSmiles(s) for s in set(vermeire_training_solvents))\n",
-    "vermeire_training_solutes = set(Chem.CanonSmiles(s) for s in set(vermeire_training_solutes))\n",
-    "print(f\"Vemeire training data includes {len(vermeire_training_solvents):d} solvents and {len(vermeire_training_solutes):d} solutes.\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 85,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Solprop testing data includes 101 solvents and 101 solutes.\n"
-     ]
-    }
-   ],
-   "source": [
-    "solprop[['solvent', 'solute']] = solprop['smiles'].str.split('.', expand=True, n=1)\n",
-    "vermeire_testing_solutes = set(Chem.CanonSmiles(s) for s in solprop[\"solute\"])\n",
-    "vermeire_testing_solvents = set(Chem.CanonSmiles(s) for s in solprop[\"solute\"])\n",
-    "print(f\"Solprop testing data includes {len(vermeire_testing_solvents):d} solvents and {len(vermeire_testing_solutes):d} solutes.\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 91,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Overlap of Krasnov and Leeds solutes is 25, or 2.46% of test set.\n",
-      "Overlap of Solprop training and Leeds solutes is 341, or 33.50% of test set.\n",
-      "Overlap of Solprop training and Krasnov solutes is 353, or 1.72% of test set.\n",
-      "Overlap of Solprop testing and Krasnov solutes is 61, or 60.40% of test set.\n",
-      "Overlap of Solprop training and Solprop testing solutes is 77, or 76.24% of test set.\n"
-     ]
-    }
-   ],
-   "source": [
-    "unique_solutes_solprop_training = set(np.array(list(vermeire_training_solutes)).flatten())\n",
-    "unique_solutes_solprop = set(np.array(list(vermeire_testing_solutes)).flatten())\n",
-    "\n",
-    "\n",
-    "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_leeds)\n",
-    "\n",
-    "print(f\"Overlap of Krasnov and Leeds solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_leeds):.2%} of test set.\")\n",
-    "\n",
-    "overlapping_solutes = unique_solutes_leeds.intersection(unique_solutes_solprop_training)\n",
-    "print(f\"Overlap of Solprop training and Leeds solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_leeds):.2%} of test set.\")\n",
-    "\n",
-    "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_solprop_training)\n",
-    "print(f\"Overlap of Solprop training and Krasnov solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop_training):.2%} of test set.\")\n",
-    "\n",
-    "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_solprop)\n",
-    "print(f\"Overlap of Solprop testing and Krasnov solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop):.2%} of test set.\")\n",
-    "\n",
-    "overlapping_solutes = unique_solutes_solprop_training.intersection(unique_solutes_solprop)\n",
-    "print(f\"Overlap of Solprop training and Solprop testing solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop):.2%} of test set.\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 94,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<svg  width=\"440\" height=\"55\"><rect x=\"0\" y=\"0\" width=\"55\" height=\"55\" style=\"fill:#7fc97f;stroke-width:2;stroke:rgb(255,255,255)\"/><rect x=\"55\" y=\"0\" width=\"55\" height=\"55\" style=\"fill:#beaed4;stroke-width:2;stroke:rgb(255,255,255)\"/><rect x=\"110\" y=\"0\" width=\"55\" height=\"55\" style=\"fill:#fdc086;stroke-width:2;stroke:rgb(255,255,255)\"/><rect x=\"165\" y=\"0\" width=\"55\" height=\"55\" style=\"fill:#ffff99;stroke-width:2;stroke:rgb(255,255,255)\"/><rect x=\"220\" y=\"0\" width=\"55\" height=\"55\" style=\"fill:#386cb0;stroke-width:2;stroke:rgb(255,255,255)\"/><rect x=\"275\" y=\"0\" width=\"55\" height=\"55\" style=\"fill:#f0027f;stroke-width:2;stroke:rgb(255,255,255)\"/><rect x=\"330\" y=\"0\" width=\"55\" height=\"55\" style=\"fill:#bf5b17;stroke-width:2;stroke:rgb(255,255,255)\"/><rect x=\"385\" y=\"0\" width=\"55\" height=\"55\" style=\"fill:#666666;stroke-width:2;stroke:rgb(255,255,255)\"/></svg>"
-      ],
-      "text/plain": [
-       "['#7fc97f',\n",
-       " '#beaed4',\n",
-       " '#fdc086',\n",
-       " '#ffff99',\n",
-       " '#386cb0',\n",
-       " '#f0027f',\n",
-       " '#bf5b17',\n",
-       " '#666666']"
-      ]
-     },
-     "execution_count": 94,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "colors"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 99,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "from matplotlib_venn import venn3, venn3_unweighted, venn3_circles\n",
-    "\n",
-    "vermiere_venn = venn3_unweighted(\n",
-    "    [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n",
-    "    (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n",
-    "    subset_areas = (1000, 4*10, 23*10, 675, 309, 50, 60),\n",
-    "    set_colors = (colors[1], colors[2], colors[0]),\n",
-    "    # first set, second set, overlap 1/2, 3rd, overlap 1/3, overlap 2/3, total overlap\n",
-    ")\n",
-    "#venn3_circles((1000, 4*10, 23*10, 675, 309, 50, 60))\n",
-    "\n",
-    "for set_label in vermiere_venn.set_labels:\n",
-    "    if set_label:  # Check if the label exists\n",
-    "        set_label.set_fontsize(22)  # Set the desired font size\n",
-    "\n",
-    "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n",
-    "for subset_label in vermiere_venn.subset_labels:\n",
-    "    if subset_label:  # Check if the label exists\n",
-    "        subset_label.set_fontsize(22)  # Set the desired font size\n",
-    "\n",
-    "plt.show()\n",
-    "\n",
-    "our_venn = venn3_unweighted(\n",
-    "    [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n",
-    "    (\"BigSolDB\", \"SolProp\", \"Leeds\"),\n",
-    "    subset_areas=(704, 270, 0, 984, 0, 130, 0),\n",
-    "    # (Abc, aBc, ABc, abC, AbC, aBC, ABC)\n",
-    "    set_colors = (colors[5], colors[0], colors[2]),\n",
-    "    alpha = 0.4,\n",
-    ")\n",
-    "# venn3_circles([set(unique_solutes_krasnov), set(unique_solutes_leeds), set(unique_solutes_solprop)], linewidth=2)\n",
-    "\n",
-    "\n",
-    "for set_label in our_venn.set_labels:\n",
-    "    if set_label:  # Check if the label exists\n",
-    "        set_label.set_fontsize(22)  # Set the desired font size\n",
-    "\n",
-    "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n",
-    "for subset_label in our_venn.subset_labels:\n",
-    "    if subset_label:  # Check if the label exists\n",
-    "        subset_label.set_fontsize(22)  # Set the desired font size\n",
-    "\n",
-    "\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Plotting all together for Figure 1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 123,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "C:\\Users\\ChemeGrad2021\\AppData\\Local\\Temp\\ipykernel_27368\\4047589281.py:73: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
-      "  h_fastprop_training.set_yticklabels([-8, -6, -4, -2, 0, 2])\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 1920x1800 with 4 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.figure(figsize=[6.4*3,4.8*3.75])\n",
-    "\n",
-    "\n",
-    "\n",
-    "c_vermiere_solutes = plt.subplot2grid(shape=(3,3), loc=(1,0), colspan=1)\n",
-    "\n",
-    "vermiere_venn = venn3_unweighted(\n",
-    "    [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n",
-    "    (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n",
-    "    subset_areas = (1000, 4*10, 23*10, 675, 309, 50, 60),\n",
-    "    set_colors = (colors[1], colors[0], colors[2]),\n",
-    "    # first set, second set, overlap 1/2, 3rd, overlap 1/3, overlap 2/3, total overlap\n",
-    ")\n",
-    "#venn3_circles((1000, 4*10, 23*10, 675, 309, 50, 60))\n",
-    "\n",
-    "for set_label in vermiere_venn.set_labels:\n",
-    "    if set_label:  # Check if the label exists\n",
-    "        set_label.set_fontsize(22)  # Set the desired font size\n",
-    "\n",
-    "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n",
-    "for subset_label in vermiere_venn.subset_labels:\n",
-    "    if subset_label:  # Check if the label exists\n",
-    "        subset_label.set_fontsize(22)  # Set the desired font size\n",
-    "c_vermiere_solutes.text(-0.9, 0.7, \"c\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "\n",
-    "d_fastsolv_solutes = plt.subplot2grid(shape=(3,3), loc=(1,1), colspan=1)\n",
-    "our_venn = venn3_unweighted(\n",
-    "    [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n",
-    "    (\"Krasnov\", \"SolProp\", \"Leeds\"),\n",
-    "    subset_areas=(704, 270, 0, 984, 0, 130, 0),\n",
-    "    # (Abc, aBc, ABc, abC, AbC, aBC, ABC)\n",
-    "    set_colors = (colors[5], colors[0], colors[2]),\n",
-    "    alpha = 0.4,\n",
-    ")\n",
-    "# venn3_circles([set(unique_solutes_krasnov), set(unique_solutes_leeds), set(unique_solutes_solprop)], linewidth=2)\n",
-    "\n",
-    "\n",
-    "for set_label in our_venn.set_labels:\n",
-    "    if set_label:  # Check if the label exists\n",
-    "        set_label.set_fontsize(22)  # Set the desired font size\n",
-    "\n",
-    "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n",
-    "for subset_label in our_venn.subset_labels:\n",
-    "    if subset_label:  # Check if the label exists\n",
-    "        subset_label.set_fontsize(22)  # Set the desired font size\n",
-    "d_fastsolv_solutes.text(-1.6, 1, \"d\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "\n",
-    "e_label_dist = plt.subplot2grid(shape=(3,3), loc=(1,2), colspan=1)\n",
-    "training_performance['logS_true'].plot(kind='hist', bins=120, color = colors[5], alpha = 0.4, label = 'Krasnov')\n",
-    "solprop['logS_true'].plot(kind='hist', bins=20, alpha = 0.4, color = colors[2], label = 'Solprop')\n",
-    "leeds_all['logS_true'].plot(kind='hist', bins=10, alpha = 0.4, color = colors[0], label = 'Leeds')\n",
-    "\n",
-    "plt.gca().spines[['top', 'right',]].set_visible(False)\n",
-    "plt.xlabel(\"logS (mol/L)\")\n",
-    "plt.xlim([-10, 2])\n",
-    "plt.xticks([-10, -8, -6, -4, -2, 0, 2 ])\n",
-    "plt.legend(prop={'size': 20}, loc = 'upper left', frameon = False) \n",
-    "\n",
-    "\n",
-    "h_fastprop_training = plt.subplot2grid(shape=(3,3), loc=(2,2), colspan=1)\n",
-    "\n",
-    "h_fastprop_training.plot([-8, 8], [-8,8], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "h_fastprop_training.plot([-8, 8], [-9,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "h_fastprop_training.plot([-8, 8], [-7,9], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "h_fastprop_training.scatter(training_performance['logS_true'],training_performance['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[5])\n",
-    "\n",
-    "h_fastprop_training.set_xlim([-8, 2])\n",
-    "h_fastprop_training.set_xticks([-8, -6, -4, -2, 0, 2])\n",
-    "h_fastprop_training.set_xticklabels([-8, -6, -4, -2, 0, 2])\n",
-    "h_fastprop_training.set_ylim([-8,2])\n",
-    "h_fastprop_training.set_yticklabels([-8, -6, -4, -2, 0, 2])\n",
-    "\n",
-    "h_fastprop_training.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "h_fastprop_training.set_xlabel(r\"True $logS$\")\n",
-    "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "h_fastprop_training.spines[['right', 'top']].set_visible(False)\n",
-    "h_fastprop_training.text(-2,-6, f\"RMSE = {np.sqrt(mse_training):.2f}\", fontsize = 20)\n",
-    "h_fastprop_training.text(-2,-7, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_training:.1f}\", fontsize = 20)\n",
-    "h_fastprop_training.set_title(\"Fastprop train\", fontsize = 25)\n",
-    "h_fastprop_training.text(-9.2, 2.5, \"e\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "plt.subplots_adjust(hspace=0.45)\n",
-    "plt.show()\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 155,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=400x200>"
-      ]
-     },
-     "execution_count": 155,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "import polars as pl\n",
-    "import matplotlib.image as mpimg\n",
-    "import matplotlib.transforms as mtransforms\n",
-    "from rdkit import Chem\n",
-    "from rdkit.Chem import Draw\n",
-    "df = pl.read_csv(Path(\"../data/krasnov/bigsoldb_downsample.csv\"), columns=[\"solute_smiles\", \"solvent_smiles\", \"logS\", \"temperature\", \"source\"]).to_pandas()\n",
-    "df = df.groupby([\"source\", \"solvent_smiles\", \"solute_smiles\"])[[\"logS\", \"temperature\"]].aggregate(list)\n",
-    "img = Draw.MolToImage(Chem.MolFromSmiles(row_j[2]), size=(400, 200))\n",
-    "img"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 177,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n",
-    "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n",
-    "logS_i, temperature_i = df.loc[row_i]\n",
-    "logS_j, temperature_j = df.loc[row_j]\n",
-    "img = Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(500, 200))\n",
-    "img\n",
-    "width, length = img.size"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 188,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<Figure size 640x480 with 0 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "# pre-selected interesting example\n",
-    "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n",
-    "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n",
-    "logS_i, temperature_i = df.loc[row_i]\n",
-    "logS_j, temperature_j = df.loc[row_j]\n",
-    "\n",
-    "\n",
-    "plt.figure(figsize=[6.4,4.8])\n",
-    "fig, ax1 = plt.subplots()\n",
-    "\n",
-    "\n",
-    "ax1.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n",
-    "ax1.set_xlabel(\"Temperature (K)\")\n",
-    "ax1.set_ylabel(\"logS\")\n",
-    "ax1.set_xticks([280, 310, 340])\n",
-    "ax1.set_ylim([-3.2, 1])\n",
-    "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "ax1.spines[['right', 'top']].set_visible(False)\n",
-    "\n",
-    "#ax1.text(304, 1, 'Solute')\n",
-    "#ax1.set_title(\"Solute\", color='b')\n",
-    "\n",
-    "plt.show()\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 201,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "C:\\Users\\ChemeGrad2021\\AppData\\Local\\Temp\\ipykernel_27368\\3890736685.py:79: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
-      "  h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 1920x1200 with 6 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "fig = plt.figure(figsize=(6.4*3, 4.8*2.5))  # Adjust the figure size \n",
-    "\n",
-    "# Top row: Empty panels for images\n",
-    "# a_network = plt.subplot2grid(shape=(3, 3), loc=(0, 0), colspan=1)\n",
-    "# a_network.axis('off')  # Turn off the axis\n",
-    "# a_network.text(-0.1, 1.05, \"a\", weight='bold', fontsize=30, transform=a_network.transAxes)  # Adjusted panel label position\n",
-    "\n",
-    "\n",
-    "# b_network = plt.subplot2grid(shape=(3, 3), loc=(0, 2), colspan=1)\n",
-    "# b_network.axis('off')\n",
-    "# b_network.text(-0.1, 1.05, \"b\", weight='bold', fontsize=30, transform=b_network.transAxes)  # Adjusted panel label position\n",
-    "\n",
-    "# Top row: Venn diagrams and histogram\n",
-    "c_fastsolv_solutes = plt.subplot2grid(shape=(2, 3), loc=(0, 0), colspan=1)\n",
-    "vermiere_venn = venn3_unweighted(\n",
-    "    [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n",
-    "    (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n",
-    "    subset_areas=(1000, 4*10, 23*10, 675, 309, 50, 60),\n",
-    "    set_colors=(colors[1], colors[0], colors[2]),\n",
-    ")\n",
-    "# Adjust the position of the Venn labels to move them inside the plot\n",
-    "vermiere_venn.get_label_by_id(\"A\").set_position((0.2, 0.62))  # Manually adjust position\n",
-    "\n",
-    "c_fastsolv_solutes.text(-0.1, 1.05, \"a\", weight='bold', fontsize=30, transform=c_fastsolv_solutes.transAxes)  # Adjusted panel label position\n",
-    "\n",
-    "d_venn = plt.subplot2grid(shape=(2, 3), loc=(0, 1), colspan=1)\n",
-    "our_venn = venn3_unweighted(\n",
-    "    [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n",
-    "    (\"BigSolDB\", \"SolProp\", \"Leeds\"),\n",
-    "    subset_areas=(704, 270, 0, 984, 0, 130, 0),\n",
-    "    set_colors=(colors[5], colors[0], colors[2]),\n",
-    "    alpha=0.4,\n",
-    ")\n",
-    "# Raised the panel label for \"e\" slightly higher\n",
-    "d_venn.text(-0.1, 1.6, \"b\", weight='bold', fontsize=30, transform=d_venn.transAxes)  # Adjusted panel label position\n",
-    "\n",
-    "e_hist = plt.subplot2grid(shape=(2, 3), loc=(0, 2), colspan=1)\n",
-    "training_performance['logS_true'].plot(kind='hist', bins=120, color=colors[5], alpha=0.4, label='BigSolDB', ax=e_hist)\n",
-    "solprop['logS_true'].plot(kind='hist', bins=20, alpha=0.4, color=colors[2], label='Solprop', ax=e_hist)\n",
-    "leeds_all['logS_true'].plot(kind='hist', bins=10, alpha=0.4, color=colors[0], label='Leeds', ax=e_hist)\n",
-    "e_hist.spines[['top', 'right']].set_visible(False)\n",
-    "e_hist.set_xlabel(\"logS (mol/L)\")\n",
-    "e_hist.set_xlim([-10, 2])\n",
-    "e_hist.set_xticks([-10, -8, -6, -4, -2, 0, 2])\n",
-    "e_hist.legend(prop={'size': 20}, loc='upper left', frameon=False)\n",
-    "e_hist.text(-0.1, 1.09, \"c\", weight='bold', fontsize=30, transform=e_hist.transAxes)  # Adjusted panel label position\n",
-    "\n",
-    "# Bottom ror\n",
-    "f_panel = plt.subplot2grid(shape=(2, 3), loc=(1, 0), colspan=1)\n",
-    "\n",
-    "f_panel.text(-0.1, 1.08, \"d\", weight='bold', fontsize=30, transform=f_panel.transAxes)  # Adjusted panel label position\n",
-    "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n",
-    "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n",
-    "logS_i, temperature_i = df.loc[row_i]\n",
-    "logS_j, temperature_j = df.loc[row_j]\n",
-    "\n",
-    "f_panel.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n",
-    "f_panel.set_xlabel(\"Temperature (K)\")\n",
-    "f_panel.set_ylabel(\"logS\")\n",
-    "f_panel.set_xticks([280, 310, 340])\n",
-    "f_panel.set_ylim([-3.2, 1])\n",
-    "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "f_panel.spines[['right', 'top']].set_visible(False)\n",
-    "\n",
-    "g_panel = plt.subplot2grid(shape=(2, 3), loc=(1, 1), colspan=1)\n",
-    "g_panel.axis('off')\n",
-    "g_panel.text(-0.1, 1.1, \"e\", weight='bold', fontsize=30, transform=g_panel.transAxes)  # Adjusted panel label position\n",
-    "\n",
-    "h_parity = plt.subplot2grid(shape=(2, 3), loc=(1, 2), colspan=1)\n",
-    "h_parity.plot([-8, 8], [-8,8], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "h_parity.plot([-8, 8], [-9,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "h_parity.plot([-8, 8], [-7,9], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "h_parity.scatter(training_performance['logS_true'],training_performance['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[5])\n",
-    "\n",
-    "h_parity.set_xlim([-8, 2])\n",
-    "h_parity.set_xticks([-8, -6, -4, -2, 0, 2])\n",
-    "h_parity.set_xticklabels([-8, -6, -4, -2, 0, 2])\n",
-    "h_parity.set_ylim([-8,2])\n",
-    "h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n",
-    "\n",
-    "h_parity.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "h_parity.set_xlabel(r\"True $logS$\")\n",
-    "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "h_parity.spines[['right', 'top']].set_visible(False)\n",
-    "h_parity.text(-2,-6, f\"RMSE = {np.sqrt(mse_training):.2f}\", fontsize = 20)\n",
-    "h_parity.text(-2,-7, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_training:.1f}\", fontsize = 20)\n",
-    "h_parity.set_title(\"Fastprop train\", fontsize = 25)\n",
-    "# Move the panel label \"i\" outside and aligned at the top\n",
-    "h_parity.text(-0.2, 1.1, \"f\", weight='bold', fontsize=30, transform=h_parity.transAxes)  # Moved label outside and higher\n",
-    "\n",
-    "# Adjust layout\n",
-    "plt.subplots_adjust(wspace=0.4, hspace=0.4)\n",
-    "plt.show()\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "PythonDeepChemENV",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.15"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 2
-}
diff --git a/paper/figures/figure_2.ipynb b/paper/figures/figure_2.ipynb
index f7fc2de..acfb2fe 100644
--- a/paper/figures/figure_2.ipynb
+++ b/paper/figures/figure_2.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -17,10 +17,19 @@
     "from matplotlib import cm\n",
     "from matplotlib.colors import Normalize \n",
     "import seaborn as sns\n",
-    "from sklearn.metrics import mean_squared_error \n",
+    "from sklearn.metrics import mean_squared_error\n",
     "from pathlib import Path\n",
     "from matplotlib_venn import venn2\n",
     "from matplotlib_venn import venn2_circles\n",
+    "import polars as pl\n",
+    "import matplotlib.image as mpimg\n",
+    "import matplotlib.transforms as mtransforms\n",
+    "from rdkit import Chem\n",
+    "from rdkit.Chem import Draw\n",
+    "from scipy.stats import gaussian_kde\n",
+    "import matplotlib.cm as cm\n",
+    "from matplotlib.colors import LinearSegmentedColormap,LogNorm\n",
+    "\n",
     "\n",
     "matplotlib.rcParams.update({'font.style': 'normal'})\n",
     "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n",
@@ -31,121 +40,106 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
-    "def parity_plot(xs,ys, labels, colors):\n",
-    "    plt.figure(figsize=[6.4,4.8])\n",
-    "    fig, ax1 = plt.subplots()\n",
-    "    ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "    ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "    ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "    for i in range(len(xs)):\n",
-    "        ax1.scatter(xs[i],ys[i], alpha =0.4, s = 30, edgecolors = 'black', color = colors[i], label = labels[i])\n",
-    "    ax1.set_xlim([-5, 2])\n",
-    "    ax1.set_ylim([-5,2])\n",
-    "    ax1.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "    ax1.set_xlabel(r\"True $logS$\")\n",
-    "    ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "    ax1.spines[['right', 'top']].set_visible(False)\n",
-    "    return ax1\n",
-    "\n",
     "def stats(true, predicted): \n",
     "    mse = mean_squared_error(true, predicted)\n",
     "\n",
     "    differences = np.abs(true - predicted)\n",
     "    within_1_unit = differences <= 1\n",
     "    percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n",
+    "    \n",
     "    return mse, percentage_within_1_unit\n",
     "\n",
-    "def solprop_parity_plot(x,y, label, color, mse, percentage_within_1_unit):\n",
-    "    plt.figure(figsize=[6.4,4.8])\n",
-    "    fig, ax1 = plt.subplots()\n",
-    "    ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "    ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "    ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "    ax1.scatter(x,y, alpha =0.4, s = 30, edgecolors = 'black', color = color, label = label)\n",
-    "    ax1.set_xlim([-6,3])\n",
-    "    ax1.set_xticks([-6, -3, 0, 3])\n",
-    "    ax1.set_ylim([-6,3])\n",
-    "    ax1.set_yticks([-6, -3, 0, 3])\n",
-    "    ax1.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "    ax1.set_xlabel(r\"True $logS$\")\n",
-    "    ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "    ax1.text(-2,-4.5, f\"RMSE = {np.sqrt(mse):.2f}\", fontsize = 20)\n",
-    "    ax1.text(-2,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit:.1f}\", fontsize = 20)\n",
-    "    ax1.spines[['right', 'top']].set_visible(False)\n",
-    "    return ax1"
+    "def inchify(smi):\n",
+    "    return Chem.MolToInchi(Chem.MolFromSmiles(smi))"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Fastprop performance"
+    "Fastprop Krasnov performance"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 3,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MSE Krasnov training= 0.21805961604156238 \n",
+      "Percentage within 1 logS for Training = 99.28817946505607\n"
+     ]
+    }
+   ],
    "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n",
-    "leeds_acetone: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_fastprop_predictions.csv\"))\n",
-    "leeds_benzene: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_fastprop_predictions.csv\"))\n",
-    "leeds_ethanol: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_fastprop_predictions.csv\"))\n",
-    "\n",
-    "leeds_all = pd.concat([leeds_acetone, leeds_benzene, leeds_ethanol], ignore_index=True, axis=0) "
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\output\\aleatoric_1701\", \"fastprop_5215\")\n",
+    "training_performance: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"bigsoldb_fastprop_nonaq_predictions.csv\"))\n",
+    "mse_training, percentage_within_1_unit_training = stats(training_performance['logS_true'], training_performance['logS_pred'])\n",
+    "print(\"MSE Krasnov training= \" + f\"{np.sqrt(mse_training)}\", \n",
+    "      \"\\nPercentage within 1 logS for Training = \" + f\"{percentage_within_1_unit_training}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Chemprop Krasnov performance"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "MSE Fastprop= 0.9834289839540981 \n",
-      "Percentage within 1 logS for Fastprop = 77.09369024856596\n"
+      "MSE Krasnov training= 0.28261579793973973 \n",
+      "Percentage within 1 logS for Training = 99.18512127312817\n"
      ]
     }
    ],
    "source": [
-    "mse_leeds_fastprop, percentage_within_1_unit_leeds_fastprop = stats(leeds_all['logS_true'], leeds_all['logS_pred'])\n",
-    "print(\"RMSE Fastprop= \" + f\"{np.sqrt(mse_leeds_fastprop)}\", \"\\nPercentage within 1 logS for Fastprop = \" + f\"{percentage_within_1_unit}\")"
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\chemprop_output\\aleatoric_1701\", \"chemprop_5215\")\n",
+    "training_performance_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"bigsoldb_chemprop_nonaq_predictions.csv\"))\n",
+    "mse_training_chemprop, percentage_within_1_unit_training_chemprop = stats(training_performance_chemprop['logS_true'], training_performance_chemprop['logS_pred'])\n",
+    "print(\"MSE Krasnov training= \" + f\"{np.sqrt(mse_training_chemprop)}\", \n",
+    "      \"\\nPercentage within 1 logS for Training = \" + f\"{percentage_within_1_unit_training_chemprop}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Label distributions"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<AxesSubplot: xlabel='True $logS$', ylabel='$\\\\hat{logS}$'>"
+       "<matplotlib.legend.Legend at 0x1c737a70580>"
       ]
      },
-     "execution_count": 51,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "text/plain": [
-       "<Figure size 640x480 with 0 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "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",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -156,88 +150,46782 @@
    ],
    "source": [
     "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n",
-    "fastprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n",
-    "fastprop_solprop_predictions[['solvent smiles', 'solute smiles']] = fastprop_solprop_predictions['smiles'].str.split('.', n=1, expand=True)\n",
-    "fastprop_solprop_predictions\n",
-    "solute_smiles = fastprop_solprop_predictions.pop('solute smiles')  \n",
-    "solvent_smiles = fastprop_solprop_predictions.pop('solvent smiles')  \n",
-    "\n",
-    "both = fastprop_solprop_predictions.pop('smiles')  \n",
-    "\n",
-    "fastprop_solprop_predictions.insert(0, 'solvent smiles', solvent_smiles) \n",
-    "fastprop_solprop_predictions.insert(0, 'solute smiles', solute_smiles) \n",
-    "\n",
-    "mse_fastprop_solprop, percentage_within_1_unit_fastprop_solprop = stats(fastprop_solprop_predictions['logS_true'], fastprop_solprop_predictions['logS_pred'])\n",
-    "solprop_parity_plot(fastprop_solprop_predictions['logS_true'],\n",
-    "            fastprop_solprop_predictions['logS_pred'],\n",
-    "            'Fastprop', \n",
-    "            [colors[2]],\n",
-    "            mse_fastprop_solprop, \n",
-    "            percentage_within_1_unit_fastprop_solprop)"
+    "solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n",
+    "training_performance['logS_true'].plot(kind='hist', bins=120, color = colors[5], alpha = 0.4, label = 'Krasnov')\n",
+    "solprop['logS_true'].plot(kind='hist', bins=20, alpha = 0.4, color = colors[1], label = 'Solprop')\n",
+    "\n",
+    "leeds_acetone: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_fastprop_predictions.csv\"))\n",
+    "leeds_benzene: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_fastprop_predictions.csv\"))\n",
+    "leeds_ethanol: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_fastprop_predictions.csv\"))\n",
+    "leeds_all = pd.concat([leeds_acetone, leeds_benzene, leeds_ethanol], ignore_index=True, axis=0) \n",
+    "leeds_all['logS_true'].plot(kind='hist', bins=10, alpha = 0.4, color = colors[6], label = 'Leeds')\n",
+    "\n",
+    "plt.gca().spines[['top', 'right',]].set_visible(False)\n",
+    "plt.xlabel(\"logS (mol/L)\")\n",
+    "plt.xlim([-10, 2])\n",
+    "plt.xticks([-10, -8, -6, -4, -2, 0, 2 ])\n",
+    "plt.legend(prop={'size': 20}, loc = 'upper left', frameon = False) \n",
+    "#plt.ylim([-10, 1200])\n",
+    "#plt.yticks([0, 400, 800, 1200])"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "chemprop performance on Leeds"
+    "Venn Diagram of solute overlap"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:44] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:46] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:49] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:50] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:51] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:52] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:53] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:54] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:55] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:56] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:57] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:58] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:28:59] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:00] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:01] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:02] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:03] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:04] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:05] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:06] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "642\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:07] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:08] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:09] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:10] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "101\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:11] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges neutralized\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:12] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "1016\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:13] WARNING: Charges were rearranged\n",
+      "\n"
+     ]
+    }
+   ],
    "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"chemprop_5215_predictions\")\n",
-    "leeds_acetone_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_chemprop_predictions.csv\"))\n",
-    "leeds_acetone_chemprop['logS_true'] = leeds_acetone['logS_true']\n",
-    "leeds_benzene_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_chemprop_predictions.csv\"))\n",
-    "leeds_benzene_chemprop['logS_true'] = leeds_benzene['logS_true']\n",
-    "leeds_ethanol_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_chemprop_predictions.csv\"))\n",
-    "leeds_ethanol_chemprop['logS_true'] = leeds_ethanol['logS_true']\n",
-    "\n",
-    "leeds_all_chemprop = pd.concat([leeds_acetone_chemprop, leeds_benzene_chemprop, leeds_ethanol_chemprop], ignore_index=True, axis=0) "
+    "training_performance[['solvent', 'solute']] = training_performance['smiles'].str.split('.', expand=True)\n",
+    "unique_solutes_krasnov = set(inchify(s) for s in training_performance[\"solute\"])\n",
+    "print(len(unique_solutes_krasnov))\n",
+    "\n",
+    "solprop[['solvent', 'solute']] = solprop['smiles'].str.split('.', expand=True, n=1)\n",
+    "unique_solutes_solprop = set(inchify(s) for s in solprop[\"solute\"])\n",
+    "print(len(unique_solutes_solprop))\n",
+    "\n",
+    "leeds_all[['solvent', 'solute']] = leeds_all['smiles'].str.split('.', expand=True)\n",
+    "unique_solutes_leeds = set(inchify(s) for s in leeds_all[\"solute\"])\n",
+    "print(len(unique_solutes_leeds))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Salt was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Accepted unusual valence(s): O(1)\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Accepted unusual valence(s): Cl+2(1); Proton(s) added/removed\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:18] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:19] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:19] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:19] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): O(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): N(2)\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:20] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(2)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:21] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): N(2); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:22] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Salt was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:23] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:23] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:24] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:25] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: not removing hydrogen atom without neighbors\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged; Accepted unusual valence(s): O(4)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): O(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:26] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:27] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:28] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:28] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): O(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Accepted unusual valence(s): O(4)\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:29] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:30] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:31] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): O(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): C(1); N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:32] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:32] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:33] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:34] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Metal was disconnected; Proton(s) added/removed\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged; Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(3)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:35] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): O(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:36] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): O(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:37] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:38] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): C(1); N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:39] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:40] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): Cl+2(1); Proton(s) added/removed\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:41] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:41] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Proton(s) added/removed\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): N(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): N(2)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:42] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Metal was disconnected\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n"
+     ]
+    },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "MSE chemprop= 0.9408216752354565 \n",
-      "Percentage within 1 logS for Fastprop-sobolev = 72.14506172839506\n"
+      "Vemeire training data includes 1536 solvents and 20194 solutes.\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged; Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1)\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:43] WARNING: Charges were rearranged\n",
+      "\n"
      ]
     }
    ],
    "source": [
-    "mse_leeds_chemprop, percentage_within_1_unit_leeds_chemprop = stats(leeds_all_chemprop['logS_true'], leeds_all_chemprop['logS_pred'])\n",
-    "print(\"MSE chemprop= \" + f\"{np.sqrt(mse_leeds_chemprop)}\", \"\\nPercentage within 1 logS for Fastprop-sobolev = \" + f\"{percentage_within_1_unit_leeds_chemprop}\")"
+    "vermeire_training_solutes = []\n",
+    "vermeire_training_solvents = []\n",
+    "for training_set in (\n",
+    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\AqueousSolu.csv\"),\n",
+    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolv-Exp.csv\"),\n",
+    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolv-QM.txt\"),\n",
+    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolvH-Exp.csv\"),\n",
+    "    Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\SolProp_v1.2\\Data\\CombiSolvH-QM.txt\"),\n",
+    "):\n",
+    "    if training_set.suffix == \"xlsx\":\n",
+    "        df = pd.read_excel(training_set)\n",
+    "    else:\n",
+    "        df = pd.read_csv(training_set)\n",
+    "    if \"Aqueous\" in training_set.name:\n",
+    "        vermeire_training_solutes.extend(df[\"smiles solute\"])\n",
+    "    elif \"QM\" in training_set.name:\n",
+    "        vermeire_training_solutes.extend(df[\"smiles solute\"])\n",
+    "        vermeire_training_solvents.extend(df[\"smiles solvent\"])\n",
+    "    else:\n",
+    "        vermeire_training_solutes.extend(df[\"smiles_solute\"])\n",
+    "        vermeire_training_solvents.extend(df[\"smiles_solvent\"])\n",
+    "\n",
+    "# cast to set twice - once to remove immediate dupes, again to remove\n",
+    "# multiple identical representations\n",
+    "vermeire_training_solvents = set(inchify(s) for s in set(vermeire_training_solvents))\n",
+    "vermeire_training_solutes = set(inchify(s) for s in set(vermeire_training_solutes))\n",
+    "print(f\"Vemeire training data includes {len(vermeire_training_solvents):d} solvents and {len(vermeire_training_solutes):d} solutes.\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "text/plain": [
-       "<AxesSubplot: xlabel='True $logS$', ylabel='$\\\\hat{logS}$'>"
-      ]
-     },
-     "execution_count": 55,
-     "metadata": {},
-     "output_type": "execute_result"
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:45] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:46] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:47] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Charges were rearranged\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:48] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Solprop Testing data includes 97 solvents and 101 solutes.\n"
+     ]
     },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n",
+      "[13:29:49] WARNING: Omitted undefined stereo\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "solprop[['solvent', 'solute']] = solprop['smiles'].str.split('.', expand=True, n=1)\n",
+    "vermeire_testing_solutes = set(inchify(s) for s in solprop['solute'])\n",
+    "vermeire_testing_solvents = set(inchify(s) for s in solprop['solvent'])\n",
+    "print(f\"Solprop Testing data includes {len(vermeire_testing_solvents):d} solvents and {len(vermeire_testing_solutes):d} solutes.\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Overlap of Krasnov and Leeds solutes is 9, or 0.89% of test set.\n",
+      "Overlap of Solprop training and Leeds solutes is 344, or 33.86% of test set.\n",
+      "Overlap of Solprop training and Krasnov solutes is 315, or 1.56% of test set.\n",
+      "Overlap of Solprop testing and Krasnov solutes is 0, or 0.00% of test set.\n",
+      "Overlap of Solprop training and Solprop testing solutes is 77, or 76.24% of test set.\n"
+     ]
+    }
+   ],
+   "source": [
+    "unique_solutes_solprop_training = set(np.array(list(vermeire_training_solutes)).flatten())\n",
+    "unique_solutes_solprop = set(np.array(list(vermeire_testing_solutes)).flatten())\n",
+    "\n",
+    "\n",
+    "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_leeds)\n",
+    "\n",
+    "print(f\"Overlap of Krasnov and Leeds solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_leeds):.2%} of test set.\")\n",
+    "\n",
+    "overlapping_solutes = unique_solutes_leeds.intersection(unique_solutes_solprop_training)\n",
+    "print(f\"Overlap of Solprop training and Leeds solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_leeds):.2%} of test set.\")\n",
+    "\n",
+    "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_solprop_training)\n",
+    "print(f\"Overlap of Solprop training and Krasnov solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop_training):.2%} of test set.\")\n",
+    "\n",
+    "overlapping_solutes = unique_solutes_krasnov.intersection(unique_solutes_solprop)\n",
+    "print(f\"Overlap of Solprop testing and Krasnov solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop):.2%} of test set.\")\n",
+    "\n",
+    "overlapping_solutes = unique_solutes_solprop_training.intersection(unique_solutes_solprop)\n",
+    "print(f\"Overlap of Solprop training and Solprop testing solutes is {len(overlapping_solutes):d}, or {len(overlapping_solutes)/len(unique_solutes_solprop):.2%} of test set.\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
+      "image/png": "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",
       "text/plain": [
-       "<Figure size 640x480 with 0 Axes>"
+       "<Figure size 640x480 with 1 Axes>"
       ]
      },
      "metadata": {},
@@ -245,7 +46933,7 @@
     },
     {
      "data": {
-      "image/png": "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",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -255,76 +46943,117 @@
     }
    ],
    "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"chemprop_5215_predictions\")\n",
-    "chemprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_chemprop_nonaq_predictions.csv\"))\n",
-    "\n",
-    "mse_chemprop_solprop, percentage_within_1_unit_chemprop_solprop = stats(chemprop_solprop_predictions['logS_true'], chemprop_solprop_predictions['logS_pred'])\n",
-    "solprop_parity_plot(chemprop_solprop_predictions['logS_true'],\n",
-    "            chemprop_solprop_predictions['logS_pred'],\n",
-    "            'Chemprop', \n",
-    "            [colors[2]],\n",
-    "            mse_chemprop_solprop, \n",
-    "            percentage_within_1_unit_chemprop_solprop)"
+    "from matplotlib_venn import venn3, venn3_unweighted, venn3_circles\n",
+    "\n",
+    "vermiere_venn = venn3_unweighted(\n",
+    "    [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n",
+    "    (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n",
+    "    subset_areas = (1000, 4*10, 23*10, 675, 309, 50, 60),\n",
+    "    set_colors = (colors[1], colors[2], colors[0]),\n",
+    "    # first set, second set, overlap 1/2, 3rd, overlap 1/3, overlap 2/3, total overlap\n",
+    ")\n",
+    "#venn3_circles((1000, 4*10, 23*10, 675, 309, 50, 60))\n",
+    "\n",
+    "for set_label in vermiere_venn.set_labels:\n",
+    "    if set_label:  # Check if the label exists\n",
+    "        set_label.set_fontsize(22)  # Set the desired font size\n",
+    "\n",
+    "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n",
+    "for subset_label in vermiere_venn.subset_labels:\n",
+    "    if subset_label:  # Check if the label exists\n",
+    "        subset_label.set_fontsize(22)  # Set the desired font size\n",
+    "\n",
+    "plt.show()\n",
+    "\n",
+    "our_venn = venn3_unweighted(\n",
+    "    [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n",
+    "    (\"BigSolDB\", \"SolProp\", \"Leeds\"),\n",
+    "    subset_areas=(704, 270, 0, 984, 0, 130, 0),\n",
+    "    # (Abc, aBc, ABc, abC, AbC, aBC, ABC)\n",
+    "    set_colors = (colors[5], colors[0], colors[2]),\n",
+    "    alpha = 0.4,\n",
+    ")\n",
+    "# venn3_circles([set(unique_solutes_krasnov), set(unique_solutes_leeds), set(unique_solutes_solprop)], linewidth=2)\n",
+    "\n",
+    "\n",
+    "for set_label in our_venn.set_labels:\n",
+    "    if set_label:  # Check if the label exists\n",
+    "        set_label.set_fontsize(22)  # Set the desired font size\n",
+    "\n",
+    "# Change the font size of the subset labels (numbers in the Venn diagram regions)\n",
+    "for subset_label in our_venn.subset_labels:\n",
+    "    if subset_label:  # Check if the label exists\n",
+    "        subset_label.set_fontsize(22)  # Set the desired font size\n",
+    "\n",
+    "\n",
+    "plt.show()"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Solprop performance on Leeds"
+    "Plotting all together for Figure 1"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n",
-    "leeds_acetone_solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_vermeire_predictions.csv\"))\n",
-    "leeds_acetone_solprop['logS_true'] = leeds_acetone['logS_true']\n",
-    "leeds_benzene_solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_vermeire_predictions.csv\"))\n",
-    "leeds_benzene_solprop['logS_true'] = leeds_benzene['logS_true']\n",
-    "leeds_ethanol_solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_vermeire_predictions.csv\"))\n",
-    "leeds_ethanol_solprop['logS_true'] = leeds_ethanol['logS_true']\n",
-    "\n",
-    "leeds_all_solprop = pd.concat([leeds_acetone_solprop, leeds_benzene_solprop, leeds_ethanol_solprop], ignore_index=True, axis=0) "
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MSE Solprop= 2.157430388600152 \n",
-      "Percentage within 1 logS for Solprop = 41.24031007751938\n"
-     ]
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=500x200>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "mse_leeds_solprop, percentage_within_1_unit_leeds_solprop = stats(leeds_all_solprop['logS_true'], leeds_all_solprop['logST (method1) [log10(mol/L)]'])\n",
-    "print(\"MSE Solprop= \" + f\"{np.sqrt(mse_leeds_solprop)}\", \"\\nPercentage within 1 logS for Solprop = \" + f\"{percentage_within_1_unit_leeds_solprop}\")"
+    "df = pl.read_csv(Path(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\data\\krasnov\\bigsoldb_downsample.csv\"), columns=[\"solute_smiles\", \"solvent_smiles\", \"logS\", \"temperature\", \"source\"]).to_pandas()\n",
+    "df = df.groupby([\"source\", \"solvent_smiles\", \"solute_smiles\"])[[\"logS\", \"temperature\"]].aggregate(list)\n",
+    "\n",
+    "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n",
+    "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n",
+    "logS_i, temperature_i = df.loc[row_i]\n",
+    "logS_j, temperature_j = df.loc[row_j]\n",
+    "img = Draw.MolToImage(Chem.MolFromSmiles(row_i[2]), size=(500, 200))\n",
+    "img\n",
+    "#width, length = img.size\n",
+    "\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "data": {
+      "image/png": "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",
       "text/plain": [
-       "<AxesSubplot: xlabel='True $logS$', ylabel='$\\\\hat{logS}$'>"
+       "<PIL.PngImagePlugin.PngImageFile image mode=RGB size=400x200>"
       ]
      },
-     "execution_count": 43,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
-    },
+    }
+   ],
+   "source": [
+    "img = Draw.MolToImage(Chem.MolFromSmiles(row_i[1]), size=(400, 200))\n",
+    "img"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "text/plain": [
@@ -336,7 +47065,7 @@
     },
     {
      "data": {
-      "image/png": "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",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -346,50 +47075,73 @@
     }
    ],
    "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n",
-    "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_nonaq_vermeire_predictions.csv\"))\n",
-    "vermiere_solprop_predictions = vermiere_solprop_predictions.rename(columns = {\"Solvent\": \"solvent smiles\",\"Solute\": \"solute smiles\", \"Temp\" : \"temperature\"})\n",
-    "solprop_solprop_predictions = fastprop_solprop_predictions.merge(vermiere_solprop_predictions[['solute smiles', 'solvent smiles', 'temperature', 'logST (method1) [log10(mol/L)]']], \n",
-    "                on=['solute smiles', 'solvent smiles', 'temperature'], \n",
-    "                how='left')\n",
-    "solprop_solprop_predictions.pop('logS_pred')\n",
-    "solprop_solprop_predictions.rename(columns = {'logST (method1) [log10(mol/L)]': 'logS_pred'}, inplace=True)\n",
-    "\n",
-    "mse_solprop_solprop, percentage_within_1_unit_solprop_solprop = stats(solprop_solprop_predictions['logS_true'], solprop_solprop_predictions['logS_pred'])\n",
-    "solprop_parity_plot(solprop_solprop_predictions['logS_true'],\n",
-    "            solprop_solprop_predictions['logS_pred'],\n",
-    "            'Solprop', \n",
-    "            [colors[2]],\n",
-    "            mse_solprop_solprop, \n",
-    "            percentage_within_1_unit_solprop_solprop)"
+    "plt.figure(figsize=[6.4,4.8])\n",
+    "fig, ax1 = plt.subplots()\n",
+    "\n",
+    "\n",
+    "ax1.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n",
+    "ax1.set_xlabel(\"Temperature (K)\")\n",
+    "ax1.set_ylabel(\"logS\")\n",
+    "ax1.set_xticks([280, 310, 340])\n",
+    "ax1.set_ylim([-3.2, 0])\n",
+    "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax1.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "#ax1.text(304, 1, 'Solute')\n",
+    "#ax1.set_title(\"Solute\", color='b')\n",
+    "\n",
+    "plt.show()\n"
    ]
   },
   {
-   "cell_type": "markdown",
+   "cell_type": "code",
+   "execution_count": 26,
    "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'#f0027f'"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "Plotting all together for Figure 2"
+    "colors[2]\n",
+    "colors[5]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
-      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
-      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+      "C:\\Users\\ChemeGrad2021\\AppData\\Local\\Temp\\ipykernel_21412\\3230745913.py:24: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
+      "  h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n"
      ]
     },
     {
      "data": {
-      "image/png": "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",
       "text/plain": [
-       "<Figure size 1920x1200 with 6 Axes>"
+       "Text(0.5, 1.0, 'FASTSOLV train')"
+      ]
+     },
+     "execution_count": 48,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
       ]
      },
      "metadata": {},
@@ -397,158 +47149,174 @@
     }
    ],
    "source": [
-    "plt.figure(figsize=[6.4*3,4.8*2.5])\n",
-    "ax1 = plt.subplot2grid(shape=(2,3), loc=(0,0), colspan=1)\n",
+    "h_parity = plt.subplot2grid(shape=(1, 1), loc=(0, 0), colspan=1)\n",
+    "h_parity.plot([-8, 8], [-8,8], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "h_parity.plot([-8, 8], [-9,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "h_parity.plot([-8, 8], [-7,9], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "custom_cmap = LinearSegmentedColormap.from_list('custom_cmap', ['#EEEEEE','#696969', '#ab3675',colors[5]])\n",
     "\n",
-    "ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "# Calculate the point density\n",
+    "xy = np.vstack([training_performance['logS_true'],training_performance['logS_pred']])\n",
+    "z = gaussian_kde(xy)(xy)\n",
     "\n",
-    "ax1.scatter(leeds_all_solprop['logS_true'],leeds_all_solprop['logST (method1) [log10(mol/L)]'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
+    "# Sort the points by density, so that the densest points are plotted last\n",
+    "idx = z.argsort()\n",
+    "x, y, z = training_performance['logS_true'][idx], training_performance['logS_pred'][idx], z[idx]\n",
     "\n",
     "\n",
-    "ax1.set_xlim([-6, 3])\n",
-    "ax1.set_xticks([-6, -3, 0, 3])\n",
-    "ax1.set_ylim([-6,6])\n",
-    "ax1.set_yticks([-6, -3, 0, 3, 6])\n",
+    "sc = h_parity.scatter(x, y, c=z, s=30, cmap=custom_cmap, norm= LogNorm())\n",
+    "cbar = plt.colorbar(sc, ax=h_parity)\n",
+    "cbar.set_label('Density')\n",
     "\n",
-    "ax1.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "#ax1.set_xlabel(r\"True $logS$\")\n",
-    "ax1.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.1,0.6)) \n",
-    "ax1.spines[['right', 'top']].set_visible(False)\n",
-    "ax1.set_title(\"Vermiere\", fontsize = 25)\n",
-    "ax1.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_solprop):.2f}\", fontsize = 20)\n",
-    "ax1.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_solprop:.1f}\", fontsize = 20)\n",
-    "ax1.text(-7, 6.5, \"a\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "\n",
-    "ax2 = plt.subplot2grid(shape=(2,3), loc=(0,1), colspan=1)\n",
-    "\n",
-    "ax2.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "ax2.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax2.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "\n",
-    "ax2.scatter(leeds_all['logS_true'],leeds_all['logS_pred'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
-    "\n",
-    "ax2.set_xlim([-6, 3])\n",
-    "ax2.set_xticks([-6, -3, 0, 3])\n",
-    "ax2.set_ylim([-6,6])\n",
-    "ax2.set_yticks([-6, -3, 0, 3, 6])\n",
-    "ax2.set_yticklabels([])\n",
-    "\n",
-    "#ax2.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "#ax2.set_xlabel(r\"True $logS$\")\n",
-    "ax2.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.1,0.6)) \n",
-    "ax2.spines[['right', 'top']].set_visible(False)\n",
-    "ax2.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_fastprop):.2f}\", fontsize = 20)\n",
-    "ax2.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_fastprop:.1f}\", fontsize = 20)\n",
-    "ax2.text(-7, 6.5, \"b\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "ax2.set_title(\"Fastprop\", fontsize = 25)\n",
-    "\n",
-    "ax3 = plt.subplot2grid(shape=(2,3), loc=(0,2), colspan=1)\n",
-    "\n",
-    "ax3.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "ax3.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax3.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "\n",
-    "ax3.scatter(leeds_all_chemprop['logS_true'],leeds_all_chemprop['logS_pred'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
-    "\n",
-    "ax3.set_xlim([-6, 3])\n",
-    "ax3.set_xticks([-6, -3, 0, 3])\n",
-    "\n",
-    "ax3.set_ylim([-6,6])\n",
-    "ax3.set_yticks([-6, -3, 0, 3, 6])\n",
-    "ax3.set_yticklabels([])\n",
-    "\n",
-    "#ax3.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "#ax3.set_xlabel(r\"True $logS$\")\n",
-    "ax3.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.08,0.3)) \n",
-    "ax3.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_chemprop):.2f}\", fontsize = 20)\n",
-    "ax3.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_chemprop:.1f}\", fontsize = 20)\n",
-    "ax3.text(-7, 6.5, \"c\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "#ax3.text(1,-5.5, \"RMSE = 2.01\", fontsize = 20)\n",
-    "ax3.spines[['right', 'top']].set_visible(False)\n",
-    "ax3.set_title(\"Chemprop\", fontsize = 25)\n",
-    "\n",
-    "ax4 = plt.subplot2grid(shape=(2,3), loc=(1,0), colspan=1)\n",
-    "ax4.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "ax4.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax4.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax4.scatter(solprop_solprop_predictions['logS_true'],solprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
-    "ax4.set_xlim([-6,3])\n",
-    "ax4.set_xticks([-6, -3, 0, 3])\n",
-    "ax4.set_ylim([-6,3])\n",
-    "ax4.set_yticks([-6, -3, 0, 3])\n",
-    "ax4.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "ax4.set_xlabel(r\"True $logS$\")\n",
+    "h_parity.set_xlim([-8, 2])\n",
+    "h_parity.set_xticks([-8, -6, -4, -2, 0, 2])\n",
+    "h_parity.set_xticklabels([-8, -6, -4, -2, 0, 2])\n",
+    "h_parity.set_ylim([-8,2])\n",
+    "h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n",
+    "\n",
+    "h_parity.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "h_parity.set_xlabel(r\"True $logS$\")\n",
     "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "ax4.text(0,-4.5, f\"RMSE = {np.sqrt(mse_solprop_solprop):.2f}\", fontsize = 20)\n",
-    "ax4.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_solprop_solprop:.1f}\", fontsize = 20)\n",
-    "ax4.spines[['right', 'top']].set_visible(False)\n",
-    "ax4.text(-7, 3.5, \"d\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "\n",
-    "ax5 = plt.subplot2grid(shape=(2,3), loc=(1,1), colspan=1)\n",
-    "ax5.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "ax5.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax5.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax5.scatter(fastprop_solprop_predictions['logS_true'],fastprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
-    "ax5.set_xlim([-6,3])\n",
-    "ax5.set_xticks([-6, -3, 0, 3])\n",
-    "ax5.set_ylim([-6,3])\n",
-    "ax5.set_yticks([-6, -3, 0, 3])\n",
-    "ax5.set_yticklabels([])\n",
-    "#ax5.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "ax5.set_xlabel(r\"True $logS$\")\n",
-    "#ax5.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "ax5.text(0,-4.5, f\"RMSE = {np.sqrt(mse_fastprop_solprop):.2f}\", fontsize = 20)\n",
-    "ax5.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_fastprop_solprop:.1f}\", fontsize = 20)\n",
-    "ax5.spines[['right', 'top']].set_visible(False)\n",
-    "ax5.text(-7, 3.5, \"e\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "\n",
-    "ax6 = plt.subplot2grid(shape=(2,3), loc=(1,2), colspan=1)\n",
-    "ax6.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "ax6.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax6.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
-    "ax6.scatter(chemprop_solprop_predictions['logS_true'],chemprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
-    "ax6.set_xlim([-6,3])\n",
-    "ax6.set_xticks([-6, -3, 0, 3])\n",
-    "ax6.set_ylim([-6,3])\n",
-    "ax6.set_yticks([-6, -3, 0, 3])\n",
-    "ax6.set_yticklabels([])\n",
-    "#ax5.set_ylabel(r\"$\\hat{logS}$\")\n",
-    "ax6.set_xlabel(r\"True $logS$\")\n",
-    "#ax5.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
-    "ax6.text(0,-4.5, f\"RMSE = {np.sqrt(mse_chemprop_solprop):.2f}\", fontsize = 20)\n",
-    "ax6.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_chemprop_solprop:.1f}\", fontsize = 20)\n",
-    "ax6.spines[['right', 'top']].set_visible(False)\n",
-    "ax6.text(-7, 3.5, \"f\", weight='bold', fontsize = 30)\n",
-    "\n",
-    "plt.subplots_adjust(hspace=0.3)\n",
-    "plt.show()\n"
+    "h_parity.spines[['right', 'top']].set_visible(False)\n",
+    "h_parity.text(-3.5,-5.5, 'N = '  + f\"{len(training_performance)}\", fontsize = 20)\n",
+    "h_parity.text(-3.5,-6.5, f\"RMSE = {np.sqrt(mse_training):.2f}\", fontsize = 20)\n",
+    "h_parity.text(-3.5,-7.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_training:.1f}\", fontsize = 20)\n",
+    "\n",
+    "h_parity.set_title(\"FASTSOLV train\", fontsize = 25)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 56,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\ChemeGrad2021\\AppData\\Local\\Temp\\ipykernel_21412\\137401042.py:91: UserWarning: FixedFormatter should only be used together with FixedLocator\n",
+      "  h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n"
+     ]
+    },
     {
      "data": {
+      "image/png": "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",
       "text/plain": [
-       "'#7fc97f'"
+       "<Figure size 1920x1200 with 7 Axes>"
       ]
      },
-     "execution_count": 61,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "colors[0]"
+    "fig = plt.figure(figsize=(6.4*3, 4.8*2.5))  # Adjust the figure size \n",
+    "\n",
+    "# Top row: Venn diagrams and histogram\n",
+    "a_fastsolv_solutes = plt.subplot2grid(shape=(2, 3), loc=(0, 0), colspan=1)\n",
+    "vermiere_venn = venn3_unweighted(\n",
+    "    [unique_solutes_solprop_training, unique_solutes_solprop, unique_solutes_leeds],\n",
+    "    (\"Vermiere-train\", \"SolProp\", \"Leeds\"),\n",
+    "    subset_areas=(1000, 4*10, 23*10, 675, 309, 50, 60),\n",
+    "    set_colors=(colors[1], colors[0], colors[2]),\n",
+    "    alpha = 0.6\n",
+    ")\n",
+    "vermiere_venn.get_patch_by_id('110').set_color('#9FBCAA')  # Overlap between Vermiere-train and SolProp\n",
+    "vermiere_venn.get_patch_by_id('101').set_color('#DEB7AD')  # Overlap between Vermiere-train and Leeds\n",
+    "vermiere_venn.get_patch_by_id('011').set_color('#BEC583')             # overlap between Solprop and leeds\n",
+    "vermiere_venn.get_patch_by_id('111').set_color('#bebd9e') # overlap between all\n",
+    "\n",
+    "\n",
+    "\n",
+    "# Adjust the position of the Venn labels to move them inside the plot\n",
+    "vermiere_venn.get_label_by_id(\"A\").set_position((0.2, 0.62))  # Manually adjust position\n",
+    "\n",
+    "a_fastsolv_solutes.text(-0.1, 1.05, \"a\", weight='bold', fontsize=30, transform=a_fastsolv_solutes.transAxes)  # Adjusted panel label position\n",
+    "\n",
+    "b_venn = plt.subplot2grid(shape=(2, 3), loc=(0, 1), colspan=1)\n",
+    "our_venn = venn3_unweighted(\n",
+    "    [unique_solutes_krasnov, vermeire_testing_solutes, unique_solutes_leeds],\n",
+    "    (\"BigSolDB\", \"SolProp\", \"Leeds\"),\n",
+    "    subset_areas=(704, 270, 0, 984, 0, 130, 0),\n",
+    "    set_colors=(colors[5], colors[0], colors[2]),\n",
+    "    alpha = 0.6\n",
+    ")\n",
+    "our_venn.get_patch_by_id('011').set_color('#BEC583')\n",
+    "\n",
+    "# Raised the panel label for \"e\" slightly higher\n",
+    "b_venn.text(-0.1, 1.6, \"b\", weight='bold', fontsize=30, transform=b_venn.transAxes)  # Adjusted panel label position\n",
+    "\n",
+    "e_hist = plt.subplot2grid(shape=(2, 3), loc=(0, 2), colspan=1)\n",
+    "training_performance['logS_true'].plot(kind='hist', bins=120, color=colors[5], label='BigSolDB', ax=e_hist)\n",
+    "solprop['logS_true'].plot(kind='hist', bins=20, color=colors[0], label='Solprop', ax=e_hist)\n",
+    "leeds_all['logS_true'].plot(kind='hist', bins=10, color=colors[2], label='Leeds', ax=e_hist)\n",
+    "e_hist.spines[['top', 'right']].set_visible(False)\n",
+    "e_hist.set_xlabel(\"logS (mol/L)\")\n",
+    "e_hist.set_xlim([-10, 2])\n",
+    "e_hist.set_xticks([-10, -8, -6, -4, -2, 0, 2])\n",
+    "e_hist.legend(prop={'size': 20}, loc='upper left', frameon=False)\n",
+    "e_hist.text(-0.1, 1.09, \"c\", weight='bold', fontsize=30, transform=e_hist.transAxes)  # Adjusted panel label position\n",
+    "\n",
+    "# Bottom ror\n",
+    "f_panel = plt.subplot2grid(shape=(2, 3), loc=(1, 0), colspan=1)\n",
+    "\n",
+    "f_panel.text(-0.1, 1.08, \"d\", weight='bold', fontsize=30, transform=f_panel.transAxes)  # Adjusted panel label position\n",
+    "row_i = ('10.1016/j.jct.2018.09.017', 'OCCOCCO', 'c1ccc2c(c1)sc1ccccc12')\n",
+    "row_j = ('10.1016/j.jct.2020.106234', 'OCCOCCO', 'O=C(O)c1ccccc1')\n",
+    "logS_i, temperature_i = df.loc[row_i]\n",
+    "logS_j, temperature_j = df.loc[row_j]\n",
+    "\n",
+    "f_panel.plot(temperature_i, logS_i, color='b', marker = 'o', markersize = 10, linestyle = 'none', markeredgecolor = 'black', alpha = 0.6, label='Train')\n",
+    "f_panel.set_xlabel(\"Temperature (K)\")\n",
+    "f_panel.set_ylabel(\"logS\")\n",
+    "f_panel.set_xticks([280, 310, 340])\n",
+    "f_panel.set_ylim([-3.2, 0])\n",
+    "#ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "f_panel.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "g_panel = plt.subplot2grid(shape=(2, 3), loc=(1, 1), colspan=1)\n",
+    "g_panel.axis('off')\n",
+    "g_panel.text(-0.1, 1.1, \"e\", weight='bold', fontsize=30, transform=g_panel.transAxes)  # Adjusted panel label position\n",
+    "\n",
+    "h_parity = plt.subplot2grid(shape=(2, 3), loc=(1, 2), colspan=1)\n",
+    "h_parity.plot([-8, 8], [-8,8], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "h_parity.plot([-8, 8], [-9,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "h_parity.plot([-8, 8], [-7,9], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "custom_cmap = LinearSegmentedColormap.from_list('custom_cmap', ['#EEEEEE','#696969', '#ab3675',colors[5]])\n",
+    "\n",
+    "# # Calculate the point density\n",
+    "# xy = np.vstack([training_performance['logS_true'],training_performance['logS_pred']])\n",
+    "# z = gaussian_kde(xy)(xy)\n",
+    "\n",
+    "# # Sort the points by density, so that the densest points are plotted last\n",
+    "# idx = z.argsort()\n",
+    "# x, y, z = training_performance['logS_true'][idx], training_performance['logS_pred'][idx], z[idx]\n",
+    "\n",
+    "\n",
+    "sc = h_parity.scatter(x, y, c=z, s=30, cmap=custom_cmap, norm= LogNorm())\n",
+    "cbar = plt.colorbar(sc, ax=h_parity)\n",
+    "cbar.set_label('Density')\n",
+    "h_parity.set_xlim([-8, 2])\n",
+    "h_parity.set_xticks([-8, -6, -4, -2, 0, 2])\n",
+    "h_parity.set_xticklabels([-8, -6, -4, -2, 0, 2])\n",
+    "h_parity.set_ylim([-8,2])\n",
+    "h_parity.set_yticklabels([-8, -6, -4, -2, 0, 2])\n",
+    "\n",
+    "h_parity.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "h_parity.set_xlabel(r\"True $logS$\")\n",
+    "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "h_parity.spines[['right', 'top']].set_visible(False)\n",
+    "h_parity.text(-4.2,-5.75, 'N = '  + f\"{len(training_performance)}\", fontsize = 20)\n",
+    "h_parity.text(-4.2,-6.75, f\"RMSE = {np.sqrt(mse_training):.2f}\", fontsize = 20)\n",
+    "h_parity.text(-4.2,-7.75, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_training:.1f}\", fontsize = 20)\n",
+    "\n",
+    "h_parity.set_title(\"FASTSOLV train\", fontsize = 25)\n",
+    "# Move the panel label \"i\" outside and aligned at the top\n",
+    "h_parity.text(-0.2, 1.1, \"f\", weight='bold', fontsize=30, transform=h_parity.transAxes)  # Moved label outside and higher\n",
+    "\n",
+    "# Adjust layout\n",
+    "plt.subplots_adjust(wspace=0.4, hspace=0.4)\n",
+    "plt.show()\n"
    ]
   },
   {
diff --git a/paper/figures/figure_3.ipynb b/paper/figures/figure_3.ipynb
index b13d030..a025ebb 100644
--- a/paper/figures/figure_3.ipynb
+++ b/paper/figures/figure_3.ipynb
@@ -2,13 +2,12 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 311,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
     "import matplotlib\n",
     "from matplotlib import pyplot as plt\n",
-    "import numpy as np\n",
     "import pandas as pd\n",
     "import numpy as np\n",
     "import fastprop\n",
@@ -17,124 +16,44 @@
     "import scipy\n",
     "from matplotlib import cm\n",
     "from matplotlib.colors import Normalize \n",
-    "from scipy.stats import wasserstein_distance\n",
-    "from sklearn.metrics import mean_squared_error \n",
-    "from sklearn.metrics import mean_absolute_error\n",
     "import seaborn as sns\n",
-    "import warnings\n",
-    "warnings.filterwarnings('ignore', category=RuntimeWarning)\n",
-    "from scipy.stats import pearsonr\n",
-    "\n",
-    "colors = sns.color_palette(palette='Accent').as_hex()\n",
+    "from sklearn.metrics import mean_squared_error \n",
+    "from pathlib import Path\n",
+    "from matplotlib_venn import venn2\n",
+    "from matplotlib_venn import venn2_circles\n",
+    "from scipy.stats import gaussian_kde\n",
+    "import matplotlib.cm as cm\n",
+    "from matplotlib.colors import LinearSegmentedColormap,LogNorm\n",
     "\n",
     "matplotlib.rcParams.update({'font.style': 'normal'})\n",
     "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n",
-    "matplotlib.rcParams.update({'font.size': 26})"
+    "matplotlib.rcParams.update({'font.size': 26})\n",
+    "\n",
+    "colors = sns.color_palette(palette='Accent').as_hex()\n"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
-    "def gradient_analysis(df):\n",
-    "    grouped_predictions = df.groupby(['solvent_smiles', 'solute_smiles'])\n",
-    "    # Create a list of smaller dataframes\n",
-    "    sub_dfs = [group for _, group in grouped_predictions]\n",
-    "\n",
-    "    total_predicted_gradients = []\n",
-    "    total_true_gradients = []\n",
-    "    for df in sub_dfs:\n",
-    "        if(len(df) > 1):\n",
-    "            total_true_gradients.append(np.gradient(df['logS_true'], df['temperature']).flatten())\n",
-    "            total_predicted_gradients.append(np.gradient(df['logS_pred'], df['temperature']).flatten())\n",
-    "    \n",
-    "    true_grads = np.concatenate(total_true_gradients).ravel()\n",
-    "    pred_grads = np.concatenate(total_predicted_gradients).ravel()\n",
-    "    mask = np.isfinite(true_grads) & np.isfinite(pred_grads) \n",
-    "    true_grads = true_grads[mask]\n",
-    "    pred_grads = pred_grads[mask]\n",
-    "    \n",
-    "    mse = mean_squared_error(true_grads, pred_grads)\n",
-    "    mae = mean_absolute_error(true_grads, pred_grads)\n",
-    "\n",
-    "    return true_grads, pred_grads, mse, mae\n",
-    "\n",
-    "def gradient_parity_plot(true_grads, pred_grads):\n",
+    "def parity_plot(xs,ys, labels, colors):\n",
     "    plt.figure(figsize=[6.4,4.8])\n",
     "    fig, ax1 = plt.subplots()\n",
-    "\n",
-    "    bins = [100, 100] # number of bins\n",
-    "    hh, locx, locy = np.histogram2d(true_grads, pred_grads, bins=bins, density = True)\n",
-    "\n",
-    "    # Sort the points by density, so that the densest points are plotted last\n",
-    "    z = np.array([hh[np.argmax(a<=locx[1:]),np.argmax(b<=locy[1:])] for a,b in zip(true_grads, pred_grads)])\n",
-    "    idx = z.argsort()\n",
-    "    x2, y2, z2 = true_grads[idx], pred_grads[idx], z[idx]\n",
-    "\n",
-    "\n",
-    "    ax1.scatter(true_grads,pred_grads, c = z2, alpha =0.4, edgecolors = 'black')\n",
-    "    ax1.plot([-1, 1], [-1,1], linestyle = '-', linewidth = 3, color = 'black')\n",
-    "\n",
-    "    norm = Normalize(vmin = np.min(z), vmax = np.max(z))\n",
-    "    cbar = fig.colorbar(cm.ScalarMappable(norm = norm), ax=ax1)\n",
-    "    cbar.ax.set_ylabel('Density')\n",
-    "\n",
-    "\n",
-    "    ax1.set_xlim([-0.1, 0.1])\n",
-    "    ax1.set_ylim([-0.1, 0.1])\n",
-    "    ax1.set_ylabel(r\"$\\frac{\\hat{dlogS}}{dT}$\")\n",
-    "    ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
-    "    ax1.legend(prop={'size': 22}, loc = 'upper left', frameon = False) \n",
+    "    ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "    ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "    ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "    for i in range(len(xs)):\n",
+    "        ax1.scatter(xs[i],ys[i], alpha =0.4, s = 30, edgecolors = 'black', color = colors[i], label = labels[i])\n",
+    "    ax1.set_xlim([-5, 2])\n",
+    "    ax1.set_ylim([-5,2])\n",
+    "    ax1.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "    ax1.set_xlabel(r\"True $logS$\")\n",
+    "    ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
     "    ax1.spines[['right', 'top']].set_visible(False)\n",
     "    return ax1\n",
     "\n",
-    "def pdf_plot(true_grads, pred_grads, bins):\n",
-    "    true_grads_binned, true_grad_bins = np.histogram(true_grads, bins = bins, range = (-0.05, 0.05))\n",
-    "    pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins = bins, range = (-0.05, 0.05))\n",
-    "\n",
-    "    plt.figure(figsize=[6.4,4.8])\n",
-    "    ax1 = plt.gca()\n",
-    "\n",
-    "    ax1.stairs(true_grads_binned, true_grad_bins, label = r'ground truth')\n",
-    "    ax1.stairs(pred_grads_binned,pred_grad_bins, label = r'predictions')\n",
-    "    #ax1.set_xlim([-0.05, 0.05])\n",
-    "    #ax1.set_ylim([-500, 22000])\n",
-    "    ax1.set_ylabel(r\"Count\")\n",
-    "    ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
-    "    ax1.legend(prop={'size': 22}, loc = 'upper right', frameon = False) \n",
-    "    ax1.spines[['right', 'top']].set_visible(False)\n",
-    "    return ax1, true_grads_binned, pred_grads_binned, true_grad_bins, pred_grad_bins\n",
-    "\n",
-    "def cdf_plot(true_grads, pred_grads, bins): \n",
-    "    # Compute histograms\n",
-    "    true_grads_binned, true_grad_bins = np.histogram(true_grads, bins=bins, range = (-0.05, 0.05))\n",
-    "    pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins=bins, range = (-0.05, 0.05))\n",
-    "\n",
-    "    # Compute the CDF\n",
-    "    true_grads_cdf = np.cumsum(true_grads_binned) / np.sum(true_grads_binned)\n",
-    "    pred_grads_cdf = np.cumsum(pred_grads_binned) / np.sum(pred_grads_binned)\n",
-    "\n",
-    "    distance = wasserstein_distance(true_grads_cdf, pred_grads_cdf)\n",
-    "\n",
-    "    # Create the plot\n",
-    "    plt.figure(figsize=[6.4, 4.8])\n",
-    "    ax1 = plt.gca()\n",
-    "\n",
-    "    # Plot the CDFs as step plots\n",
-    "    ax1.step(true_grad_bins[:-1], true_grads_cdf, where='post', label='ground truth')\n",
-    "    ax1.step(pred_grad_bins[:-1], pred_grads_cdf, where='post', label='predictions')   \n",
-    "    ax1.text(0.02, 0.2, f\"EMD = {distance:.2f}\", color = 'orange')\n",
-    "    # Set axis limits\n",
-    "    ax1.set_ylim([0, 1])\n",
-    "    ax1.set_yticks([0,0.5 ,1])\n",
-    "\n",
-    "    ax1.set_ylabel(\"Cumulative Probability\")\n",
-    "    ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
-    "    ax1.legend(prop={'size': 22}, loc='upper left', frameon=False)\n",
-    "    ax1.spines[['right', 'top']].set_visible(False)\n",
-    "    return ax1, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins, pred_grad_bins\n",
     "def stats(true, predicted): \n",
     "    mse = mean_squared_error(true, predicted)\n",
     "\n",
@@ -143,7 +62,7 @@
     "    percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n",
     "    return mse, percentage_within_1_unit\n",
     "\n",
-    "def parity_plot(x,y, label, color, mse, percentage_within_1_unit):\n",
+    "def solprop_parity_plot(x,y, label, color, mse, percentage_within_1_unit):\n",
     "    plt.figure(figsize=[6.4,4.8])\n",
     "    fig, ax1 = plt.subplots()\n",
     "    ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
@@ -167,66 +86,61 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Fastprop performance on SolProp dataset"
+    "Fastprop performance"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n",
-    "fastprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n",
-    "fastprop_solprop_predictions[['solvent_smiles', 'solute_smiles']] = fastprop_solprop_predictions['smiles'].str.split('.', n=1, expand=True)\n",
-    "fastprop_solprop_predictions\n",
-    "solute_smiles = fastprop_solprop_predictions.pop('solute_smiles')  \n",
-    "solvent_smiles = fastprop_solprop_predictions.pop('solvent_smiles')  \n",
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\output\\aleatoric_1701\", \"fastprop_5215\")\n",
+    "leeds_acetone: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_fastprop_predictions.csv\"))\n",
+    "leeds_benzene: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_fastprop_predictions.csv\"))\n",
+    "leeds_ethanol: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_fastprop_predictions.csv\"))\n",
     "\n",
-    "both = fastprop_solprop_predictions.pop('smiles')  \n",
-    "\n",
-    "fastprop_solprop_predictions.insert(0, 'solvent_smiles', solvent_smiles) \n",
-    "fastprop_solprop_predictions.insert(0, 'solute_smiles', solute_smiles) \n",
-    "\n",
-    "mse_fastprop_solprop, percentage_within_1_unit_fastprop_solprop = stats(fastprop_solprop_predictions['logS_true'], fastprop_solprop_predictions['logS_pred'])"
+    "leeds_all = pd.concat([leeds_acetone, leeds_benzene, leeds_ethanol], ignore_index=True, axis=0) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+      "RMSE Fastprop= 0.9523534408297967 \n",
+      "Percentage within 1 logS for Fastprop = 73.76543209876543\n"
      ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<Figure size 640x480 with 0 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
+    }
+   ],
+   "source": [
+    "mse_leeds_fastprop, percentage_within_1_unit_leeds_fastprop = stats(leeds_all['logS_true'], leeds_all['logS_pred'])\n",
+    "print(\"RMSE Fastprop= \" + f\"{np.sqrt(mse_leeds_fastprop)}\", \"\\nPercentage within 1 logS for Fastprop = \" + f\"{percentage_within_1_unit_leeds_fastprop}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
-      "image/png": "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",
       "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
+       "<AxesSubplot: xlabel='True $logS$', ylabel='$\\\\hat{logS}$'>"
       ]
      },
+     "execution_count": 5,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "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",
       "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
+       "<Figure size 640x480 with 0 Axes>"
       ]
      },
      "metadata": {},
@@ -234,7 +148,7 @@
     },
     {
      "data": {
-      "image/png": "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",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnwAAAH1CAYAAABsuiPbAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3xdd334/9fde1/dq3uv9pYsecYrcSYJCRBCgLKh0EIpNC1toYwC30IpZf1oC5SWloYGkhBKKAnZO3ESx4kdWx6Stfe+unvve35/CN9GiZM4iR3F9uf5eOjhq88995z3HZLf+qy3TJIkCUEQBEEQBOGsJV/rAARBEARBEITTSyR8giAIgiAIZzmR8AmCIAiCIJzlRMInCIIgCIJwlhMJnyAIgiAIwllOJHyCIAiCIAhnOZHwCYIgCIIgnOVEwicIgiAIgnCWEwmfIAiCIAjCWU4kfIIgCIIgCGc5kfAJgiAIgiCc5UTCJwiCIAiCcJYTCZ8gCIIgCMJZTiR8giAIgiAIZzmR8AmCIAiCIJzlRMInCIIgCIJwlhMJnyAIgiAIwllOJHyCIAiCIAhnOZHwCYIgCIIgnOVEwicIgiAIgnCWEwnfGjpw4ACf//znueCCC3C5XKjVakwmE52dnXzyk5/kmWeeWesQBUEQBEE4C8gkSZLWOohz0bXXXssdd9zxssd98IMf5Prrr0en070OUQkn8vWvf52///u/f9njbrjhBj72sY+d/oAEQRAE4RVSrnUA56rjvXc2m42LLrqI5uZmNBoNi4uL7N69m6mpKQBuueUWEokEd9555xpGKwBotVrq6+tf9H6LxfI6RgNPP/00P/zhD8lkMif1x4MgCIJw7hIJ3xrx+Xx85zvf4YMf/CBqtXrVfZIk8ZOf/IS/+Iu/oFwuc9ddd3HHHXfwjne8Y42iFQA2bNjwhhpmv+OOO/j1r3/NxRdfvNahCIIgCG9wYg7fGnnqqaf42Mc+9oJkD0Amk/Fnf/Zn/Omf/mml7ZZbbnk9wxMEQRAE4SwiEr41otVqX/aY973vfZXbo6OjpzMcQXjF8vn8WocgCIIgnCSR8L2Beb3eym25XLxVZ4psNsvPfvYz3va2t+Hz+dBoNJhMJrZu3cqPfvQjSqXSCR9XLBa59dZbufLKK6mvr0ej0eD1erniiitWzdFraGhAJpPx3e9+F4DHH38cmUxW+dq9e3fl2EsuuQSZTMbXv/51AJ544gne9a534fV60Wg01NfX84lPfIKJiYkTxvTzn/8cmUxGdXU1AI8++ig7duxAo9HQ1tb2guMffvhhPvShD9HU1IRer8doNNLZ2cl11133kn+0HH9OP//5zwG48847ufLKK3G5XGi1WlpbW/nrv/5r/H7/i55DEARBeHFiDt8bWCAQqNxub29fw0iEV2LHjh0cOXIEAJPJhNfrZWFhgQMHDnDgwAH27NnDrbfeuuoxyWSSK664ojJH0OFwUFVVxcLCAouLi7jd7soczubmZrRaLYFAgHA4jE6no66urnIuvV5/wrj++Z//mc9//vMoFAp8Ph8mk4mZmRl+9rOf8T//8z/cddddXHrppS/6vB566CHe+ta3otPpcLvdKBSKVfF/7GMf47e//S0AarUar9dLJpNhaGiIoaEh/uu//ouf/OQnfPzjH3/J1++v/uqv+OEPf4hWq8Xj8ZDP5xkbG+MHP/gBt9xyC4888gjd3d0veQ5BEATheSThDetzn/ucBEiAdOutt651OC8pn89LBw8elH550y+k//y3H0q/vOkX0sGDB6V8Pr/Wob1mX/va1yRA2r59+0kdX19fL33yk5+UDh06JJXLZUmSVl6fL3zhC5X384EHHlj1mL/+67+WAMnj8Uh79+6ttGezWenOO++UfvzjH7/gOl/84hclQLr44otfNJaLL75YAqTzzz9fUqlU0j/8wz9IsViscv+TTz4ptbS0SIBUVVUlBQKBVY+/4YYbKvd1dnZKX/7yl6VcLidJkiQtLS1JkiRJ5XJZuvrqqyVAMplM0k9/+lMplUpVzjE6Oipde+21EiDJZDLpvvvuO+FrBkgXXHCBpNPppP/4j/+QMpmMJEmSVCqVpLvvvltyuVwSIHV0dEjZbPZFn7MgCILwQiLhe4O6++67JZVKJQHSzp07pVKptNYhvah8Pi/d9tv/lf7rh9+Sdv/2v6T+x/5X2v3b/5L+64ffkm777f+e8UnfK034BgcHT9heLpelzs5OCZCuu+66VfetW7dOAqR//Md/POm4XknCB0g/+clPTnjM1NSUZDKZJED6xje+seq+4wkfIF155ZUnfPytt94qAZJSqZSeeuqpEx5TLpelt73tbRIgdXZ2VhLh444nfIB07733nvAc+/fvlxQKhQRIN95444s+Z0EQBOGFxMSwN4hMJsPk5CS//e1vefe7383b3/52CoUC27dv58477zzpOXy5XI54PF75isViBAIBpNO4v3ZfXx+huRHecdl2Ltqxha62Ji7asYV3XLad0NwIfX19p+3ar6cjR47Q0dFxwq93vvOdleM6OjpO+HiZTMaOHTsAmJycXHWfzWYDYHh4+LTE3t7evmrV93PV19fz0Y9+FIC77777Rc/x13/91yds/8///E9gZZPw888//4THyGQyvv3tbwMwODjIwYMHT3jcFVdcwVve8pYT3rd169bKfS8VpyAIgvBCYg7fGrr55pv5yEc+csL7uru7ue666/jEJz6BUnnyb9O3v/3tE1aFiMVimM3mVx3rSxka6Ke1pgqn3baq3Wm30VpTxdBAP5s3bz4t1349ZbPZF03ITrTqOhqN0tfXx/j4OOPj40xMTPDkk08CkE6nVx37vve9jz179nDjjTeiUqn4yle+QmNj4ymL/fLLL0cmk73o/bt27eLHP/4xx44de9Fjjierz1Uul9m7dy8A11xzzUvG0NPTg8fjYXFxkWeffZbzzjvvBce8+c1vfslz7Nq1i7vvvvsl4xQE4ey2vLzM3NxcpSNDoVDQ0NCA1Wpd28BOse9+97t88YtfPGXnEz18b0BqtRq32000GiUYDL6ix/7t3/4tsVis8jU7O3uaovw/yXj0BcnecU67jWQ8etpjeD1s374daWUaxAu+Dh8+XDnuoYce4sILL8Rut3PRRRfxR3/0R3zzm9/klltuYWlpCeAFPa7XXXcdX/7yl1EoFPzsZz+jubmZyy+/nDvuuOOU9M46HI6Tuj+VSp1wFbHRaDxhJZFwOEwmkwGgqanpZeOora0FVn5hv5Y4Y7HYy15LEISzS7FYZHx8nNnZ2crvRYPBQGdn5xmf7GUymRf87v385z9/Sq8hEr41tH79er72ta/xta99jc9//vN84hOf4IILLgDgkUce4W//9m9paWmpDJmdDI1Gg9lsXvV1uhnNVoLhyAnvC4YjGM3W0x7DG8UvfvELrrzySvbs2cPWrVv52te+xu23387hw4eJx+N89rOfPeHjZDIZ//iP/8jg4CB/9md/hslk4pFHHuHaa6/lkksuec2J+0v17sFKogcrn5/nrr49zmAwnPBxhUKhcvtkph0cj+PFjj3ZOF8sHkEQzl75fH7VH3tut5v29nY0Gs0aRvXaDQ4Osm3btsq0l+NO9XZsYkh3Da1fv57169e/oD0ajfIf//EffOMb3yCVSvGpT32KUqnEn/3Zn61BlC+vo6ub3j0P0BWOrOrpC4YjjM4F2LzryjWM7vWTz+f57Gc/iyRJfP3rX+drX/vaCY95Ka2trfzbv/0b/9//9/9xww038NWvfrWyd96+ffte9S+Al7vuyMgIwEvWCj4Rh8OBQqGgVCoxNTXFhg0bXvL444mrz+d7XeMUBOHMp9frqampYWFhgcbGxte9fvnpcOONN/LpT3+adDrNwMAAF1544Wkrlyl6+N6ArFYrX/rSl7j33nsrvS1/8zd/w/z8/BpHdmI9PT04atq449F9PPHMQQZGJnjimYPc8eg+HDVt9PT0rHWIr4v+/n7C4TAAn/jEJ170mJOh1+u57rrr+M1vfgPAgQMH6O3tXXXM8d6wcrn8suc7dOjQS95/fBHE8R7mk6VWq9myZQsAd91110see+zYMRYWFgC46KKLXnGc5XKZe++991XFKQjCmadYLL5gSovL5WLdunVnfLKXSqX4oz/6Iz760Y9W5nR3dnZSVVV12q4pEr43sEsuuYQPf/jDwMr4/k033bTGEZ2YSqXi6rdfw+ZdVzKfVvPUwDzzaTWbd13J1W+/BpVKtdYhvi6eO7x5fOjxufbv388jjzxywse+WPWN5y52yeVyq+47vrL3xebDPdeDDz7I008/fcL77rnnHp544gmAl90U+USOP+bGG29k3759JzxGkiS+/OUvAysLSFpaWk543E033fSiVT9+8pOfMDU1hUKhqKwqFgTh7JRMJhkYGKj8kfhcZ/r/Kf39/WzdurVSWQhWfo/u37+frq6u03fhtdgLRjh5x/c4A6R3vetdr/jxsVhMAlZttiu8Mie7D18ikZD0er0ESJdffvmqjYnvvPNOqaqqSqqurj7h3nlvetObpBtuuEGKRqOVtlgsJn3605+WAMnhcKzazFiSJOm22257wUbO2Wx21Xt9fB8+rVYr2Ww26de//rVULBYlSZKkXC4n3XDDDZLRaJQA6f3vf/8LntPxffjcbveLPu98Pi+df/75EiCZzWbp+uuvl9LpdOX+sbEx6d3vfndlY+aBgYEXnOP4PnxarVaqq6uTHnzwwcpefclkUvr+978vKZVKCZC+9KUvvWgsgiCc2crlsrS4uCgdOHCg8nW2/P9VLpel66+/XtLpdJXf3QaDQbr55ptfl+uLhO8N7vHHH3/ZjW9fikj4XrtXsvHyP/3TP1XeL4VCIdXV1UlWq1UCpPe85z2VahvPT/iOJzxyuVyqra2V6urqKhtvGwwG6f7773/BtfL5fKVKBiB5vV7JZDJJjz32WOWY4wnfZz7zGWnHjh2VpKupqamSnALSm970JimZTL7gGieT8EmSJAUCAenCCy+snE+j0UiNjY2VBBeQXC6XtGfPnhM+/vjz/8Y3vlF5TlarVWpsbJQ0Gk3lHB/+8IelQqHwsu+DIAhnnnw+L42MjKxK9oaGhs74zfslaaVD4EMf+lDldxkgbdiwQRoeHn7dYhBDum9wzx2uc7vdaxiJcDI++9nP8pvf/IYLLrgArVZLMBiksbGRf/u3f+PXv/71i65C/dd//Vfe/e53U19fTzAYJJVK0d3dzf/7f/+P4eFhrrzyhQtfVCoVjzzyCH/wB3+Ax+MhHA7T0NCAx+N5wbE6nY7du3fzjW98A6/Xy/z8PFqtlksuuYT//u//5sEHH3xNK1+dTie7d+/mlltu4W1vextWq5W5uTmy2Sw7duzgW9/6FiMjIy87966qqooDBw7wuc99DqvVyvz8PGazmbe85S3cfvvt3HTTTa9oX0pBEM4MiUSCwcFB4vF4pc3j8dDW1nbGD+HCyorb4zXWAT71qU/xzDPP0NbW9rrFIJOk01iCQXjNPvaxj/GLX/wCWJnD9KlPfeoVPT4ej2OxWE7rxsvCG9cll1zC448/zhe/+EW+853vrHU4L6qhoYHp6elX9RkXBOHMJUkSS0tLq+bqKZVKGhsbz7r/swYGBrj88sv5wQ9+wHvf+97X/friT+U18Mwzz5ywasHzPfXUU9x8883AyqrNd73rXac7NEEQBEF4XRSLRSYmJkgkEpU2k8lEY2PjGd+rF4/HiUaj1NXVVdq6urqYmJg4YWWm14MY0l0DH/jAB/jQhz70ojVmS6USP//5z3nrW99aWb351a9+FZfL9XqGKQiCIAinjVwuX7VDgdfrpbW19YxP9g4ePMjmzZu59tpryWazq+5bq2QPRA/fmpAkiVtuuYVbbrmFtrY2du7cidvtRiaTMTMzw+7du1lcXKwc/5GPfIQvfelLaxixIAiCIJxacrmcpqYmxsbGqKurw2QyrXVIr4kkSfz4xz/mb/7mbyqbyH/1q1/l+9///hpHtkIkfGugra2N6elpYKVywPHqAc9nMpn4h3/4Bz7zmc+8bMkpQRAEQXgjKxQKlEqlVb1cGo2Grq6uM/7/uEgkwsc//nFuv/32Stu2bdu47rrr1jCq1UTCtwYeeOABHnzwQW677TYOHDjA5OQkiUQCtVqN0+lk06ZNXH755fzhH/7hWTdpVRAEQTj3xGIxpqamUCqVdHZ2rioTeaYne/v37+d973sfU1NTlbbPfvazfPvb30atVq9dYM8jVume5cQqXUEQBGGtSJLEwsICS0tLlTa3201NTc0aRnVqSJLEv/zLv/DFL36RYrEIrFRA+sUvfsHb3/72NY7uhUQPnyAIgiAIp1w+n2dycpJkMllps1gsVFdXr2FUp0a5XOZd73oXd9xxR6Xt/PPP51e/+tWqlblvJGKVriAIgiAIp1QsFmNgYKCS7MlkMmpqamhpaTkrNk+Xy+WsW7eu8v0Xv/hFdu/e/YZN9kAM6Z71xJCuIAiC8HqRJIn5+Xn8fn+lTa1W09TU9Jqq+bwRFYtF3ve+9/GJT3yCt7zlLWsdzssSCd9ZTiR8giAIwutBkiRGRkZWDeFarVbq6+vP+F69QCDA3r17ecc73rHWobxqYkhXEARBEITXTCaTVToWZDIZtbW1NDc3n/HJ3hNPPMHGjRt5z3vew4EDB9Y6nFdNJHyCIAiCIJwS1dXVOJ1O2tvbz/jqUKVSiW9+85tceumlLCwsUCgU+MxnPsOZOjB6ZqfdgiAIgiCsiVwuRzKZxOFwVNpkMhn19fVrGNWp4ff7+fCHP8zDDz9cabvsssv45S9/ecbuGygSPkEQBEEQXpFIJML09DSlUgmNRoPRaFzrkE6ZRx99lA996EOVvQPlcjlf+9rX+MpXvoJCoVjj6F49MaQrCIIgCMJJKZfLzMzMMDExQalUAmBhYWGNozo1SqUSX/va17j88ssryZ7H4+GRRx7h7/7u787oZA9ED58gCIIgCCchm80yMTFBJpOptNnt9jf03nOvxJ/8yZ9www03VL5/85vfzE033XTGz0U8TvTwCYIgCILwksLhMIODg5Vk7/hcvcbGxjO+5+u46667DrVajUKh4Fvf+hb33XffWZPsgejhEwRBEAThRZTLZWZnZwkGg5U2rVZLU1MTOp1uDSM79bZs2cJPf/pTmpub2bVr11qHc8qJHj5BEARBEE5oampqVbLncDjo7Ow845O9ubk5/uqv/opisbiq/aMf/ehZmeyB6OETBEEQBOFFeDweotEoMpmMurq6VVuwnKnuuecePvrRjxIKhdDr9XzrW99a65BeF6KHTxAEQRCEE9LpdDQ2NtLR0XHGJ3uFQoHPf/7zXH311YRCIQB+9atfrSoFdzYTCZ8gCIIgCGQyGSYnJymXy6vabTbbGT+EOz09zUUXXcT3v//9Sts73vEODh48eFbtIfhSRMInCIIgCOe4YDDI4OAg4XCY+fn5tQ7nlLrjjjvYuHEjzzzzDAAqlYof/OAH3H777djt9jWO7vUj5vAJgiAIwjmqVCoxMzNDOByutCUSCcrlMnL5md0nlM/n+cIXvsAPf/jDSltjYyO//vWv2bp16xpGtjZEwicIgiAI56B0Os3ExAS5XK7SVlVVRU1NzRmf7AH86Ec/WpXsvfvd7+b666/HarWuXVBrSCZJkrTWQQinTzwex2KxEIvFMJvNax2OIAiC8AYQCASYnZ3leAogl8tpaGjAZrOtcWSnTi6X44ILLqCvr49/+Zd/4dOf/jQymWytw1ozoodPEARBEM4RpVKJ6elpIpFIpU2v19PU1IRGo1nDyF47SZJWJXQajYZf//rXxONxNm3atIaRvTGc+X22giAIgiCclEAgsCrZc7lctLe3n/HJ3ujoKBdeeCHHjh1b1d7c3CySvd8TCZ8gCIIgnCPcbjcGgwGFQkFzczO1tbVn/Hy9X/3qV2zevJmnnnqK9773vaTT6bUO6Q3pzH6XBUEQBEF4Uc+fpi+TyWhqaqKzs/OMX7yQyWT45Cc/yQc/+MHK5smlUgm/37/Gkb12kiSd8u1xRMInCIIgCGehVCrFwMDAC3q81Gr1GT+EOzQ0xPbt2/mv//qvSttHPvIRDhw4QGNj4xpGdmqkUimWlpZO6TlFwicIgiAIZxm/38/w8DDZbJaJiQlKpdJah3TK3HjjjWzZsoW+vj5gZdHJDTfcwI033njWVM0wGo1UV1ef0nOKVbqCIAiCcJYoFotMTU0Ri8UqbUqlknK5jEKhWMPIXrtUKsWf//mf8/Of/7zStm7dOm699Va6urrWLrBT4PkrjAG8Xu8pvYbo4RMEQRCEs0AymWRwcHBVslddXU17ezsqlWoNIzs1jh49yo033lj5/uMf/zj79+8/45O9fD7P8PDwC+Yenuo9A0XCJwiCIAhnMEmSWFpaYnh4mHw+D6z06rW0tODz+c6azYZ37tzJN77xDQwGAzfffDPXX389er1+rcN6TaLRKAMDA6RSKebn50mlUqftWqLSxllOVNoQBEE4exWLRSYnJ4nH45U2o9FIY2MjarV6DSN77VKpFDqdbtW2MeVymZmZGRoaGtYusFNAkiTm5uZYXl6utKnVapqamjAYDKflmqKHTxAEQRDOULlcjkQiUfne4/HQ1tZ2xid7R44cYfPmzXzve99b1X68BNyZLJfLMTQ0tCrZs1qtdHV1nbZkD0QP31lP9PAJgiCc3fx+P0tLSzQ2Np7xv+clSeKnP/0pf/mXf0kul0OhULB792527dq11qGdEpFIhOnp6cqqaZlMRk1NDS6X67RfW6zSFQRBEIQzRLFYRKFQrJqX53a7cTgcKJVn9n/p8XicP/mTP+HWW2+ttG3YsOGUb0+yFsrlMnNzcwQCgUqbRqOhqanpdZuHKIZ0BUEQBOEMkEgkOHbsGIuLiy+470xP9np7e9m8efOqZO8v/uIv2Lt3Ly0tLWsY2akhSdKqeZY2m43Ozs7XddGJSPgEQRAE4Q1MkiQWFhYYGRmhWCyyuLi4at7emUySJH784x+zc+dOxsfHAbBYLPz2t7/lRz/60RlfEeQ4hUJBU1MTCoWCurq6yu3X05n9J4EgCIIgnMUKhQKTk5OrEjyz2YxWq13DqE6NWCzGH//xH3PbbbdV2rZu3cqvf/3rM748WrlcplQqrdr/UK/X09PTs2YbYIuETxAEQRDegOLxOJOTkxSLxUqbz+fD7XafFXvrKZVKBgcHK99/9rOf5dvf/vYZv8L4eDk7uVxOe3v7qvdqLaudiIRPEARBEN5Ajg/hLi0tVdpUKhVNTU1nTa1YAIPBwK233spVV13FT37yE97+9revdUivWSgUYmZmhnK5DMDCwgI+n2+No1ohEj5BEARBeIMoFApMTEyQTCYrbRaLhYaGhjN+YUY4HCaZTFJXV1dp6+7uZnx8/Iyfq3d8Q+hQKFRp02q12O32NYxqtTP70yMIgiAIZxGFQrFqjzafz4fL5Trjh3D37t3L+9//ftxuN3v27FmV4J3pyV4mk2FiYoJsNltpczgc1NXVraoSstbeOJEIgiAIwjlOLpfT1NSEVqulvb39jJ+vVy6X+d73vsdFF13E7OwsBw4c4Otf//pah3XKBINBhoaGKsne8UogDQ0Nb6hkD0QPnyAIgiCsmXw+T7lcXrXqVqvV0tXVdUYnegCBQICPfvSj3HfffZW2Cy+8kOuuu24Nozo1JElienp61RCuTqerJOtvRG+s9FMQBEEQzhHRaJSBgQEmJiYqk/yPO9OTvSeeeIKNGzdWkj2ZTMZXvvIVHn30UWpqatY4utdOJpOtWnHrdDrp6Oh4wyZ7IHr4BEEQBOF1JUkSc3NzLC8vAytzwBYXF98wqzlfi3K5zLe//W3+7u/+rpLEulwubr75Zq644oo1ju7U8vl8ZDIZnE7nG2pxxosRCZ8gCIIgvE5yuRwTExOk0+lKm81mOyvqxRaLRa6++moeeOCBStull17KL3/5SzwezxpG9tqVSiXS6TQmk6nSJpfLaWtrW8OoXhkxpCsIgiAIr4NIJMLg4GAl2ZPJZGtWZut0UCqVbNiwAVh5bl//+td56KGHzvhkL51OMzg4yNjYGJlMZq3DedVkkiRJax2EcPrE43EsFguxWAyz2bzW4QiCIJxzyuUyc3NzBAKBSptGo6GpqQm9Xr+GkZ16hUKBD3zgA1x33XVceumlax3OaxYIBJidneV4qmQwGOjo6FjjqF4dkfCd5UTCJwiCsHYkSWJoaGjVEK7dbqeuru4N36tXKBTo6+tjaKCfWCREIBxleXmZfDqBTC4jX5KRy+ZoqKshlUphMhnR6IwolQpsZiNmm4OOrm56enpW1ZQ9E5RKJaanp4lEIpU2vV5PU1PTGbtvoJjDJwiCIAiniUwmw2KxkE6nK0O4TqdzrcN6Wel0mv/4yb+zMHYUn13H7FKI6Zl5PHY9m1rqefLwKLc/so98ociH33Yhl2zv5ujIMMlymaZaD057PQ6tgd49DzA9NcnVb7/mjEn6UqkUExMT5PP5SpvL5aKmpuaMXj0tEj5BEARBOI08Hg+FQgGXy4VOp1vrcF5WOp3mq1/5MsGJw1x74TqS2SJj8TCbmhy87cJNfPOGe7n90V6ODw8eGZrgD6+9lEwqzeZ2Hx6vjxl/lLoaN90dLdzx6D76+vrYvHnzmj6vk+H3+5mfn68M4SoUChoaGrBarWsb2CkgFm0IgiAIwimSzWZXbcYLK7189fX1Z1Syd3jvQ1y4zsPG5mqikSg6NdS4LHz6Ozdx23OSvS0dtfzkC++nf2icrqZq6qvtlAo5XDYjS4sLOO02WmuqGBroX9PndTJmZmaYm5tbNV+vq6vrrEj2QPTwCYIgCMIpEQqFmJmZQZIktFotBoNhrUN6RZ6b7DW5zXTUVWHSKigUcsz6I1x/x9PEUsdLiMm49pJNfPFDl2G3GEim0zitRjQaNfFYGqPFwVI8CoDTbmN4aX4Nn9nJsdvtlYU1brcbn893Rg/hPp9I+ARBEAThNSiXy8zMzKzq2VtcXKSlpWUNo3plCoUC//7v/8bokafprHPic5pJZ3IglXlw/zAP7huqHGs16fjSR6+iprqKQDSJ2ajHqNcTjCZxmHSoVGqSqTRa7coK5GA4gtFsXaNndvKMRiO1tbVoNBosFstah3PKiYRPEARBEF6lTCbDxMQE2Wy20uZ0OqmtrV3DqF65Q4cOcejpx/DadFRZ9Rh1aiYXI/zH755elexdvLGJ9795KwVUWM0Gjg6OYzQY6O5oZmBsGq1KgcfrY94fpa6li2A4wuhcgM27rlzDZ/dCxWKR5eVlPB7Pql48l8u1hlGdXiLhEwRBEIRXIRgMMjs7WykhJpfLqa+vPyPKbD1XOp3m3//1BxQSQSwuM2a9mnKxBAoZbTVOlAo5kiTRUe+mvtpGtiQnlMgwMHGYRDpHJAudzTWMzgcZmV2mqXYJb209xTk/4wsDOGra6OnpWeunWZFMJpmYmKBQKCCXy8+KKicnQ+zDd5YT+/AJgiCcWqVSiZmZGcLhcKVNp9PR1NSEVqtdw8heuePz9o4+/RDrG13UuCxIxTKhRIqFQIxgLM3oXJCyVKZYktAbzRhNZlRKBUajgbJMRamQI5fNIJPLMBlMWO0OGhoa6OhaR/f6jW+YffgkSWJpaYmFhYVKm0qlYt26dW/4PRFPBdHDJwiCIAivwOTkJLFYrPJ9VVUVNTU1yOVn1sYXz12k0ea1otMoue2xI3Q3rfR4KRQyat0WrEYNKoWCGo+TWF6BXAb1XjdLsSwqmcRyKITN5KK7tRZkcnJoKKvNmMyWN0yyVygUmJqaIh6PV9pMJhONjY3nRLIHIuETBEEQhFfE6/USj8eRyWQ0NDRgs9lO+TWeW+UiGY9iNFtPadWKQqHAj//1Rww8+zjNbgty4J9/tZtsvkg8leWq7W3k8nJ8VRaiqQzXXLSZ+UiWmaUwO9c3E0qViPeN0NPRzJJfy+Z2Hy0tLag1Wo4MTWJ01nBwZOQNsf9eIpFgcnKSQqFQafN4PC+Yv3e2O7P+HBEEQRCENabX62lsbKSrq+u0JXt333UnvXsewKfPc0GXD58+T++eB7j7rjtXJS6v1qFDh9i3+wE8Nj19Ewv85Hd7yeaLAMwFomRzeXqaq8kXi3TWV9NU52U5FKXJa6O+2s7Y1Bzrm6uZnV+s7L8Xj0UxGvS4bEbymeSa778nSRILCwuMjIxUXjOVSkVbWxter/ecSvZAJHyCIAiC8KLS6TSTk5M8f7q7zWY75TVVC4UCvb29fO+732b3PbdSa1Hic9lIpTPMLSyRCC7x4J2/4dZbb33NSd9DD9xHIR3l/qf72XdsutLuc5r50WeuwWk14nWYkSQZbY0+ysU8qUwWq1GDRqMmmU7jdlpX7b9XKKyUIjMa9GSzaZx2G8nf78W3FpaXl1lcXKx8bzKZ6OzsxGQyrVlMa0kM6QqCIAjCCSwvL1cqL6hUKmpqak7btY736oXmRsgGpqixaek7epTrb7kNu1nPpTs2ctmWZqoMcGjPA+h12lddnzadTvM/t9zM8NgkhWIJWNlIeee6OroaXGjUSqxGLZlcAZNRRyyZRatWIgeiyRy5XB6jXo8/GH3B/ntAZQ++td5/r6qqimAwSDabxev1Ul1dfc716j2X6OETBEEQhOcolUqMj48zOztb6dlLJpOV7VdOh76+PkJzI7z1wi2EIlFKhRxmvZKNzS7eeX47Dq1EMZflovO6uXBjC6G5lflxr1QoFGLH9u30D41Vkj2DVs3H33YeO9fV09XgZmQuiEGnZnwxSoPHxdDUEoFIEqfVwMRChOmlMC0NNRwdX6LW52FgYonppTBmi5VkKs1yJIlaZ2R0LkBHV/epfqlOmlwup6mpiba2tnNuvt6JiB4+QRAEQfi9VCrFxMQE+Xy+0nY6y2wdX5zxi5/9lGaHnIceiSMvZrh4YwcTCyHaeprY2OolksozG4ySyqSpdrmxSiqGBvpf0YKIQqHAhz74Qfr6/29eXbPXTrXdxI7OWmaWY1gNWmTAUihNMlfgwPAMwViKkdkA1Q4rwVSJ6YcPUe91k5Y09A7NshwKMe2P0r0Y/79VuoEyVfUdr9v+e/l8npmZmUqljOPOhPrFrxeR8AmCIAgC4Pf7mZ+fr/TqKRQKGhoasFqtp+V6x4dxA9NDlBJ+XHVejg31UWfXMLfoZ3YhSLOrkXwuS7lQQF7Ocah/goYWOcl8iScOT5KMR9HqjShUGsrFPMl4lHAsgVQuk04mSKVSWK0WWto6KJQkSukQdrOeRDpHe10VPoeJarsJlUpBW52T4ZkAu9Y3oTba6BuZ48DwNPGMRCyTIyxz0tTUikZnJKtUUOfREU2mqfOsXOvA7P9da13PhtdtS5ZYLMbU1BTFYpFCoUB7e/sZt0XO60EkfIIgCMI5rVgsMjU1tWpvPYPBQFNTE2q1+rRdt6+vj8D0EM1uA4smDRoFOCxG2r1mIvEUwXCM2aUwNoOKWDJLMplDBizOjHFsfJbphQQXbmpnvP8Y4VCQjtZG8kXILi3gDwaxmQxsaalBJs+RWRjgwSf2kU1Gef/lm7AYtOQLBRLJDE0+JzPLMd60qYlQNM3eY7Ns3WCkq8VHIJ5GU9VI5+Zdr3rO4OkiSRLz8/P4/f5KW7FYJJ/Pn3EbYL8eRMInCIIgnNMCgcCqZK+6uhqv10uxWKS3t5f+o4cZGRokkUhgMhlRqnUEQ0GyyRixeByVSoPBYECr1WK3216yh+v4EO6xviPcdcdt1Ftk4LPRUedkLhCjVC6TzRfZ2d1ANJnl0OgCCrmMOo+DbD6FQibhNKlxmA1cYLcx0H+EWCrLZz70Fp44cIxMJsfFW7sYGR3HalTzTzfdy3/8/Z/hDwRpc2nRlEyolXIWA1EuWF/P6FwIvVpBIlfi/v2jNPqqkGkMPLhvkIVAnJzSzFc+/gE2bdr0hkr28vk8ExMTpFKpSpvFYqGhoQGlUqQ2JyJeFUEQBOGcVl1dTSwWI5fL0dDQgMViqQy3+qcHCS0tYCrnaPHp6B0cZHrOj9dpQiNX0GRVEwr7UUtKWl11WIxZcktDHAgvMD01uapXrFAocMfvbmOody/FZAB1NkBNnReLFkwaiUNLQQ4MTFBtN5JMZzAZNKRnixwYXaIgKZia9yPJFCQyRbrbGzmvo44nD48xOhcknsqSiCfwOM0sBUJMLy7zuV89RDZX4AOf+z5vv6CLOf8yKrmckellSpJEOJ6mrdZBIJrmgu56BqcDTAeSaA1m1DoT7etbuPoPPsK2bdvW+B1aLRqNMjU1Ram0suhEJpPh8/lwu91rHNkbm0j4BEEQhHOKJEmrFmDIZDKampooFAoMDw8zNNDPQH8f2ZifzetakZs1XHvp+cwsBhgam2Fru5eulhomZvx0NNUw5w+yo6sGuVKDxelhxh9dVWmio6OD22+/nTtv/19SgWm2tfuoc1mxdzViUkusq3fx28f7sZo0XHFeK7OBKE8cmcRi1KJQyTEZTfzq4UMo5TJqq628+fyNXLa1i1Qmi04lo7upmuGJWUrlMkoF/ODGe9h3dLTy/NLZLG6Lmg5fC8lsniePTLG4FEEhk9FQbWc+EOOB/aO01LrZ3FnHfDjNckbB5p2XrnmVjOeSJIm5uTmWl5crbWq1mqamJgwGwxpGdmYQCZ8gCIJwzkgkEkxPT9Pc3LxqBadMJuPBB+4nNDdCa00VC6o81Q02RgeP0dlYjd1i5KGnetGoZGxq8zIXiNLZ4GLOH6Cjzk2Dx8lSOEmpkMNlMxL9faWJw70H+M2vf0VmeQJjKcIFmxtprbGTTOcoSXJmA1H0U35UCrhkfQMmg4ZCocSB0UWm/VGePTZNfZ2Kde1NXLaxgUy+RKO3CpVKSS6aR61ZmasWiqTxB2P8y413sxCIVp7Xju4mfvDZdyHl0mTzBcLxNEvBOEqFnKMTS2xs9XLZ5maOjC0RSktMHJuhfybEe/7wT99wc/aSyeSqZM9qtdLQ0HDO1MJ9rUTCJwiCIJz1JEliaWmJhYUFACYmJujo6KgkC8f3wXvHZdtx2m0MjYyxsauGSCyJUb0yjJhMpVHIZbjtJoam/bjtNQxN+3FajSiVCpQKGblsllA8xX279zEwscieo5NsavPy0avP5/BYig2tNVTbjWjVcvonlvBHktz2eB8Xb2ggl89TlGB8dpnmWg+tdV7Uag1PHh6nkLczMKlm19aNLEdimA1a9vVNMDof5tjoFGPzIfb3jVP8/TCnRq3kmos28rFrdqFXSASyK9vMLIWTmA06Lttsp3d4gaePzVAul4mlC6QKEE4VUBureOc73/mGSvZgpVJGdXU1fr+fmpoaXC7XWod0RhEJnyAIgnBWKxQKTE1NEY/HK20qlQpJkl6wD97EqJW0x4tBrycYTWC3Wcjlc5U6sQtlCX84gVGvrfwbjCapqTJTKJZYCCwwOjnLzEIAhQy8TiObWj0oyjlCoRDLkTg+lwW1SkGty4JcoWRhOUo4keHI+AJel5N0QaJ/bI4qq4HWWieTcwGUshL7+yepdrtQymXcdfP9GPUa6j1Ofjk8w9Gx+cpzczusXLy1i3wuRyAYIhuHbL6AP5wgHE9jM+lIZfKoVQqiySyJTI46t50Wq4VgMk+kpOeB++9b8x6+5w+9A3i9Xux2u9hf71UQCZ8gCIJw1kokEkxOTq6qPevxePB4PBSLxUo5M72UpKepHau6yMzYADKpyMhMhCavg/6BITzuCO1NtfQNjnFoZJ6ulhoGp1bm8B2bXGIxGGZsNshSIMzschQJie6GajRqBRd019NQbWNoapmnj47TXu+iVFQgl8sZmVmmUJIIxdIoFCpG54Lo9AZUCjlVVVXML0dpbG7m0gu28eDjT3PHY72YLBYSsTTycIL79/avSva625s4/6JLqa2p4fDBZ+kd8+O1ainkc+g1Srob3VQ7zOwfmGHaH6XJa+PT79iBt9pFIJahbzpM+8adlfmHazWHL5fLMTExgcPhWNWTJ5PJRLL3KomETxAEQXhDON7bNjTQTzIexWi20tHV/ao28JUkicXFRRYXFyttKpWKxsZGTCYTsHoY90F5CZlCQWtTPZ5UmmL/GKMZDaNzAWaWo8w/eoh1rXWkCyUGJ/3MhxLI5QqWYin6hmdwmnV0NlTR5LUzNh+kpsrCm7Y081T/NNlcgUQ6RziRYd/gLIdGF/A4LeTyecwGLQa9jkgiQ0+TB5lMTiafxahUse/gEfYem0Wh1hANLWM36VlaDvHw00eod1vpbHDzBxd347LqeWDfMJvafFhMWvY8/ggWi5NiMU9YkUPV5sFp0lLntuB1mFAq5KSyBaxGLVVWI4FYiqIszMhMEKWlmp51ncTTuVdcyeNUiUQiTE1NUS6XyWQyGI1G9Hr96x7H2UYkfIIgCMKaO74NyvFFE84aH8FwhN49D7xge5OTOdfk5CSJRKLSZjabaWhoAKC3t5ehgX4ef+xhNjU6SScTtDY1cORwL13NcZw2M94qC2qDlayk5NDoIsh1HJovYvZ1sqlxM/5lP/NzM0wPTlNtUtHR0kA0GmIymiSazHJ+dwOpbB6LTsPP7jnw+yFcK++9ZD1KpZzZ5TiHRudRKlXUVhtJJDMcHV+godrGciRJvlAgmytiN6pp8NhYCgfo7QtTKkt0N7rY2Ozhbed3YNCp2dbh4ZNXn0cgkmT3kUnS6TRmVYqCrARliaGJRdY1uolb9MSTWSaXItRXW5GQ8NpNTC6ECSXzZMpKLt26HYVCgdNuY3hp/kVe4dOjXC4zOztLMBistKnV6nO+Bu6pIhI+QRAEYc09f9HEcV3hCHc8uu8VDS/mcrlVyZ7X66W6unrVEG5rTRU1Ng21Di0zYwOoTXbsVR7u2N1La20VUqlI38Qiemctb7n2fVz99msqcfYfPUzAv0BLrYvGagsXdNfT0ejln3/6S8qSRGO1jZ4mN06zjp/dM0EmX6Sj3sU1F3Ri0mtIZPJ4HGZ8LguD83EkZFx70ToC4QR9E4tML0WIp7NsafOhL6s4ODTPYjiOQaviyLifrgYXO9bV0eSxUyiVCMcztNeZ8VVZGF0IEYql+cOrttA7PEcqV2B4OkD/5BLZQhGTVk29x06dy0o4lkGhkKNSyAhFk7Su30FdXR0AwXAEo9l66t7gl5HNZpmYmCCTyVTa7HY7dXV1YhXuKSISPkEQBGHNDQ30r/TsPSfZA3DabbTWVL2i4UWj0YjP52N5eZmmpiaMRiPwwqRybmEJg1HBho5GjgxNsqGzjVidj6HRCfoGhsnIjHz02ivp6ekBqCSLUj5NnRku3tTJHY89i1WvIp0vUWU10NPk5r6nh3jo2VGWwgniqRxttU52ra+ntcZBOldAoZBTKkuo1GoS2RLpbA6f04TPbsBi1OC06Ln3mWH8kSTlsoRGrSBXKHJ0fIlSWeLZwTmWwgksJi3heAaDVkWhVEKhkCGXybAYNHTVu/CHE8wFYqQyOdY1VPHui7pRKeSkcwVkMhlajYon+6aotptQanR84uKLUSgUBMMRRucCbN515al9k19EKBRiZmZltTCAXC6ntrYWp9P5ulz/XCESPkEQBGHNJeNRnDW+E973csOLhUIBpVK5aujP7XbjdDpXldl6flLZ0dpE78EDdDXX4rIZCQWW2bZ9B3W+ajJlBT3bLwPgN7/+FYd7D9J/5CB2s45wKIxRr6HaYQJk3P7wXmb9MbSKIn3jiygVCgpliWy+SKPXhkmvwWUzoteqUSjkyGQy8sUSyXQCtUIinM2RzxfQqRUMTS0zsRhmU6uXTS0eZpZj/GZ3H6Nzof97bnYjKqWcfL6EUi6jLEEqlSMQTZHO5nHbTeh1avQ6NQq5jFgqx2I4xcRCiLfuaCeazLIUTuK2GVkMJphdjtHd0cLY1BzBcIThaT/Jsob+o4c58Mye1zSX8qXmZSoUCmZmZgiF/u+5KZVKMpkMD95/70vO4zyV8z3PFSLhEwRBENac0WwlGI6c8L6XGl6MxWJMTU3hcrnweDyV9mKxWKlZOzYyRDQaY3pqgj+4fCsz3ip8Ph89HS1Mzy5yx+5e7AYVyXyZrKRidC6ApbqJ2ZkpoosT1DrNHN6/l2qzjJ2tPjRdVRRKZR7b8wxTSzFqnUasOjlOixlJktjQ7OGp/hm0KgVum4lCsUjw98mYQadBqVCQL5TI5gtEE2kWgzHufGqAdK5AMp1HpVBw2aZm9g3OcNODhwlE/69e7LsvWke13UgwliYQS2HQqklm8iSzeeZDCZLZIi0+O+lMnnQmz2IogU6rRKmA+/aNEIylaa1xkM2XODK+iF6rYmAmiCOn56mBeXQGE/GSGqMiS725jLPhtc2lfKl5mW9569tWDb1bLBaOHjlMeH70Jedxnsr5nucSkfAJgiAIa66jq5vePQ/QFY6sGtZ9seFFSZKYn5/H7/cDsLCwgNFoxGQyVRKCwPQQ8nycFnMOmVlDPiSn9/ARfDYdoVCQ9es3cPUVF9I3NMZdDzzKYizHXM6EXCZjYm4/+USAD73jCvpGpnGZFXzug5fQ0eDl6PAUU0sRfE4jvQPTSKUc2zt8+CMptrT5qHPbGJoJkMoosBjUhBNlhqYDtNU4cVgMlCXIFUpMLYZ5qm+K2ioLTrOBuUCMjroqRmcD3P30EL986DBlSQJAr1XxvkvX85k/2Mne/hn2Dczys3sO0F7rJJ7KEk3miCYzGHVq3HYTA9PLzAdiLEdS2E16nDYDRrWavf3TPN0/jVwuR6mQE0vl0Jts/PXnvsD27dvp7e0lt+cB3nHZ+a95LuXLzcscGGikvb2d0dFRamtrmZ6eJjw/+rLzOE/lfM9ziUj4BEEQhDXX09PD9NQkdzy6rzLsejzZc9S00dHRQW9vL/1HDzMyNEg2l0en16NSawDIZdPEIhHyhTyxWAKjIsdl27uxmuVcsGUbZpORrpY6fnH7wyQzWZSRZebn56mrq6POV011bQNmnxazqkBrTRXPHgpS7bCRDM7x4COPcl5HLS6bhWyhyG8ePYw/FKMslXHZDFyyqZFNbT4e3D+Kzawjly9i0KqwGrWUyhINbiv7B2f5xQNZNrZ4mF6OcGBonpmlKFVWPRtbPSjkMiSgxWfnv+89yOjc/61UXdfg4i072rGbdDy4fwyv00RnvYtHe8d5+MAY6WwBg07FpjYfLoeJ3pEFxuZDlMplEuk8nXUO4sk8njozu1wNpHIFIvEMk0thFkJJPvjHn64kSKdyLuXzz1UqlymXpRec6/jw7gP33XNS1z6VMZ5LRMInCIIgrDmVSsXVb7+mMi9reGkeo9nK5l1X0tHRwQP334d/epCgfwm9TI7boWZuaYlMqUQqHsWglqEqFdFIJUqlNFuaa5FSIbRaE7FIGKNBT097E90t9dzzxCF2bWxhOpAks+cAvf2jRFM5vA4jl177ZnrWdVZKq9V5VrZtsZrq+Mef38fD+wZp9jnoaXIjl8nwOsxsavPR4LZiM2kpFiX0OhX1bhvzgZXKHrl8Eblcxv7BGe7bN4TDbKCtxonbZqSjzondpGcuuLIKN5rKksrkAJABF65v4O8+dhlHx5dYjiaRJIkpfxR/OEkomUdprKKr3U0imWJgMclEaJmiJAMM6HRqwoFZquw2aj1q5vxhgtEMSqWccllCJlPg9NTx2c/9TWUI9LXMpXy+554rk80zMR9AqVTQVudeda7jq3BP9tqnMsZziUj4BEEQhDcElUrF5s2bK70zxyfm/8s/f5/lyWM01NWgUirZ2tNCNJ6ikM1iVeWI6Q3YzXri6TzvuGQTN9+9hw3ttfgDETxOK7l0gmg0it1uZ9umLuaieeZjJR59+nG6WhuocVmZOXCU8NwYXzhyGJVGS6FY4sGHVdhtZsamF/h//aNUmXW4bAau3NZGNJmmtsrGciRBLldAp1HTWe9meDZArctErdvK5GKEQDzFcihBvlSm1mWlrbaKC9fXYzZoeapvmm2dtRRKZZbCSSKJDL3DC3zxgxfxd//9CBf01FHrsvDA/lEsxpUVueFEBrnaiMbm4R2Xvou//cpXX3K+2le/9HmMxRCXbW5mfmGRpWCUXLFIoVAikpnHo6ta9fhXO5fyRI6fKxhNMLsUXhmezhdYDMZOeK6TvfapjPFcIhI+QRAE4XXxSlZWPndifiE8y8aOZpYjcUxaJcVclmAgyMZ6E8PjK+XBFgJx6lxmatx2bCY9wUgck15DMpWm1msiHotisVjoH5lkeGKWYDBEqZgnGFwm6F+g1qZE53KiVspYDsdRKFRkcgXikSAyqcz6JjceuxmZHLob3ewfnKXGZcZiVDPjj9HZ4KajzsliKMaTR6dRKeUshOIMzQTQqpVsavUwtRhlc6uHnevqkclk7Ds2y7ND89S4LDR6bMTTWUZmAxyZKPEnbz+PQDRFIJJiZDZIIp3HYtTR1dnOW6+6iqnlKNsufmvldTvRa9vS1gFyJQ/sOcS9j+yhymagzltFW50HjVZJU4OcpaS0as7bK51L+VLaOrp45vEHkJQ6jIaVShl6rRqpXDjhuU722qcyxnOJSPgEQRCE0+6Vrqx87sT8394Vw+N2EE1l8FRZsKlyDESXcbW1cbRYxGrUMLm48i9AR5OPA8fG2d7dxFIohrvKwcxiiAf2HuY3DzxDrcvK1hYHKrWSAwMzqJVylCYD+WyZrZ31uK0G4uksuw9NYNZrqLIauGp7O4FIkkKpTCyVwWHRk0zn2NDsIRTL8OD+EYx6DV6nhbG5EA8fHKOttor6aisXdDfQ3eTmhnsOgkzGcjSJ3aQnlc3z5Z8+QK3Lwg1/+wcUSmW6m6p5um+aJ45ModeoCCcyFEolvA4r73nX1TQ3tzHlj+Cu76zsD3ii13Y5GOK3N/6EA4f7aazSsrWjBZ1GzeRCkKePjNDYUI/LVUVtk23VnLeXm0t5/JovJ51Oo1Qq0VpcHBmexGUz4a2ykYzm2DsfPOG5TvbapyrGc41I+ARBEITT7mRWVvb09FR6qZ5b9sxo0KMs59BrVBjlOWrsZmSUCUaTaJRKoslc5V+AZp+T4dkAe/unkAOHRuZJpFIMTi1j1atp8thYCsUZmw+h0yi4alsbyCTKJYknDo8xH4iiVipo9tpw240sh1M0emwrGwPLZEwuRqh3W5lYjNDktXPJpiZ6Rxd4rHecWCLDkfFFal22lWHUQJxmnx2P3Uyzz0G+UGIpnOBndx/gxgcOUZYkhmeD/P0Nj3DJxiaK5RIzgShIUFNloc5twVblRaa1cHQ6hs6rZvOuK1f1ip7otTVqlazzGUgFbXTUOti1sQGn1UyxVOTxQ2M8emgKk93Dro3d7B/xV96Pl5pLebJ73AUCAWZnZ5EkifXrN7C4uEg0HGR4PvqS5zrZa5+KGM9FIuETBEEQTruXW1l5rO8I01OThOZGaPQ48Nm0lbJnMqnIxHyEZq+DyalpGqot1FbbGZhYwqDTMLEQwW7WM7OcYM4fJpsvcvn5m9l9cIgjo4sMDE+RyxdJJOL0NFXjsBixm3SY9UryhTL5fJ5MvsDgdIBIPEWDx4rFoGVnVz1DswHsZh3lskRbbRUjMwG0KiVTixGWoyl++dBhPA4T8XSOaCKDWqWg0evgyq0tdDa6mV6KMDIbpM5lZUu7l3ufHub6e57l2ORy5TXorK9Cq1EwMhcklc0hR8Z7Lu0mlspSRME/fPPvicTi3PHoPrrXb3zBCtTnvralUon5+XmefupJytkEPQ1OopkCao2OdKFMsVCixm2nozGP22klFk+8YM7b8+dSnixJkpicnCQS+b/5dSaTiQ0bNqDRaE7qHCd77Vcb47lMJHyCIAjCSXn+PDGt3ohCpaFczJNJJVbNyQNWHXv40EHeddlWSqXSqtqopVKJQi7LPXc+iNuq47Kdm5HkSlzVPvQGFRs6Gin2jzGa0TA6FyAUy/LzO/fgsJqZDSYoFotkcwUsJgOlUpEf3vIgDT4XeqOZ6eUEw5NzqJQqFHIZbd4aPn71dhwWAweHZtAoHDitev77ngMksznq3FZafQ66m6sZXwjjsOhxxvUk0jnG50O8aUsLi8EEsVSWsiSRzGbZ2zdD5velypq8Dq5a38bR0UWqHWZqqyzs7K7n0OgC+UKRXL7Iz+49QDKTB0Amg0s3NXPV9jZMOg1dDU4e652kzm3BbNByZGyJuvpGFArFS245cnzVaqlU4ujRI6Qiy6ilHCqtmiqzlsWhOZLpDB0tDei0GgymMNPBDMFQmJxMfcrmvMlkslWVTVwuFz6fD7lcfkrOL7w2IuETBEE4i53MQokXO6a5uZm7776b/XufJBELE4rEqal2cO0Vu+hqc3PPQ48TWPbT3dHCjvO2EInF6d3zAONjo8hkEF2cqMwpWxg7yuCxo9jNOtav34BCoagkKIPHjiLlk2zpWodSKSfoX6BcLjMwE2ZdSx3eKgtqgxWt2c7+g4d5cHgeQ0pHQ0M7Gp0RmQzSyQTxeJx8Ic9gWEVkfAGvw0Cz14FKliedStFeY0cqF1HIJHxOIzPFAvfsHcKoV1PrsnDhhkam/REaqq1EExmWo0nq3VYGp5Ypl8s8dHAMl9XAciRB78gC08sRrEYdW9pryBeKtNY60agUxDJZlkJJLujRcEF3PVNLYa77lzt5sm+K3++jjEalwGbSUVtlpsFtpdppQq9Ro9MoqXFZSWZylKQyvpo69u97hmw2zWIgxrA/R6FQOOHKWqNWSSqyzIaORgZkZfxL84QTKep91RRLZcan56myW/EHIywsh5iJK3jzxotO6Zy3mpoastksLpcLq9V6ys4rvHYi4RMEQXiDeq31Qk9moQRwwmP2PXo33/7HXjwmGds661Araxgdn2QhuMTNt96Gy+UmHQtyQU89ydgcTz0WwFtTh7aY5b//7Z9QK+Btl5yHymdBo5So9zjoO3qUYiZK39Ej2O0OFhYXSEaDTCzE0OkMZLI5CtkMynIJRTbE8OQsP5gew2nUEIynMZptBFIlGjvW09O9jkIu84JeRq3eyMzcAjp5jvPXN3Hz/w6xo8NDRq+kva4KrUpOPJlGJkE6mycYT/PWHe3MB2I0ee1kcgUKpTId9VX0TfjZ3lWL2aBlOZakXJZ47OA4apUCm1mHx2lmU6uHbL7IoZF5mn122mtdLIYSDM4sc2TMhs9p4X8eOcqh0cXK++KyGrjmgk7u2zeCXqumymbAZtThtOipshqJxDMkMjnyBQmzRoZVXcRoszI7M8PyvJ+777pz1SKX46tWs4kIDU4jRoOeareT4fEJ9h+b5rLt61Ar5ETiCSLJDEdH5xkP5Ln06veuKlf2Sj9rxWKRTCaDyWSqtMnlctra2l7Lx144TUTCJwjCKSGKmZ86hUKB3t5ebv3VLykm/HQ2+mhpbkKhyr6ieqEns1ACOOEx8wuLaHMB3veut7Jzcw/PHDyCXp6nvcbGk4fHmB4bYGdXDTpZFplGjiSXmBruQyGTcBtltNa66a4xMdC7lyNlGW6XA6NWycTMEov+EEa9Bn8oTlmuptpbQ65QIhaLYdcrqLWq0GTzFB1aQokU+4/NkcgUaagpEEzkqbInyfmVmMw27vnd3SRiUWq8bnbt3MF4/zGe7T3Mm7e1o5IKFItZqu065gMFkpkcOo2NUkmiLJUZmw9jMWjw2I2EExmC0ZX5e33jfi5a38DEQphHe8eprbIgleHpYzMoZHLOa/exGE7Q5LHTUG3DoFMTiKSgLKPKomfHujru3jvIPU8PU+eyYjXogJUh3HUNbt57WTcT8xFkMonFYJwb7z+E06qn0WMjncnzVP80jR4bVQ4rm9e1YDSsbDOTKSn4g7dewuTcyKqtVI6vWr33nlu5aH0DhbKM5VCU/ukIRyZWeic3tXpRKZUsRdL0z4Sp6djC1VdfTV9fH/1HD7Pv6afQyQtsW9/BjvaWSm/ti33WUqkUExMTFItFOjs70Wq1p+SzL5w+IuETBOE1E8XMT53jr2Xv049hKkV59zU7USsVLEcSGMwurr54K3c//uxJ1Qs9mRJUwAmPmZiYZGd3Awogn89z8MgA8WgErVpJPp+nf2yOd5zfzqYWL7/bc4yhmRAapRy33YQkSbjsJlrrvWgUEn2j88iKOT7zoau4/ZFn+cWdT6BWKTFYHHS2uOhq9BJLZZmaW6SmzYLboiedVGDQqRmbD7AUiGG1mQhG4hQLBd572SXsOTzK7MwMO9tdbGo/j8n5Zfbu3cPkXACLXkU5n+V3Dz1FlcWIWqmkvdbB+HyIZq8NtVKJVq0ilsoil8mYDyVoq3UwvhDmog0NWIxanuybwqjTEk1k2H14An8kRTKd5fKtrbTWOphZjlJlNVDjsmI2aNjc7mVwOsCGVg9mvZbNrT5i6Sy9I/OUpTJVFj3nd9fR7HMwPhfmmYEZGqvtbOuqpaXGyXwgxsHhBZAkYqkce/qm2L6hg5nFIMFogpGZZVBoUJZyDPf1cse9j7B5yxZa2jpY17OBK696CwMDx+ibniGYkWE0GulevxGZXIVKXmL30RlKyGmsb2DbJh9D01P8+Z99is7GahxmA3VmuHhTJ4UyFLMJLti6ka62+Atq00qSxPLySlk66ffj09PT07S3t5+inwDhdBEJnyAIr5koZv7qPb9nNBCOIstG8NmNdNT4WNfWBIAnlebI0CQ5h/Ok64WebAmq48cUCgX6hsYYGp2g92g/l21qZHZ+idn5JSik2dhaTbXdhMOi49iknxvvO8jMUoRcoUizx8qmVh+5Yol9x6aZnF8mGo3jddqYmPWjVUqYDTqi0Thmg563XbaTpVgGm1FLPJli0R9gfnqSf58Yw6TX4LDoeKx3Al+VhWsv7KS1rpqx+SCHh+f44U134nFakaQy0RCMTC2QzmSRyiXsBjkOmwF/KIrfH2DX+gaml6JctL6WQCTFE4cn8bks6FQqApEkKpWCY5N+2mu7WQwmeGD/KI0eG6FYmvsODxFNZHBaDHTUOTkytkixWGYhmFhZoKCQo1LI0KgUdDW4ODSyyA33HiCSyNDosaNTKykWJZq9diwGLWqVCrNBy9RSFK/TwtYOHy6bEYVcxsZWD/VuK3ftHWI+GGchFMdZ5eHep/qprq7GYDThMig4dqwPvbzItiYzDeYcuaUh9gfn2P3Yo0jlMrOLQYrFEgZ9gunZWdxWPW/auYV8fj15ScXC4jyRSJS5qQnC0QQ+VQf+Mly2rZvzNnSSzmQ5MjRZqTP83M9asVhkamqKWCxW+RwZjUYaGxtPxY+CcJqJhE8QhNdMFDM/ec9N8GKREGPjkziMCnZu7MRV4+M3dx7FoZezuBjk/HX/l6wZDXpcNiNLiws47a6Tqhd6siWoguHISs/iQ0/iX5xBQQkZZWYXlwmFozgsOrZ31dDosWPWawjH01xxXgtHx5d4+tgMf/XeCygUy/S0eJCALUM+JpaiDE7Ns2t9M0qFAqVCTt/IDMPTi1y0sYFtHdX0z8Twh+OElheIh0Jcfl4zeq2G3uFZ7n9mBKdVz5//wQVsaa8nXyxRX23HYtDwnZseppTPolbJ8TotNHsdlEtGcsUikWSeqeUE4UgCh1lDtcNINlfgiaNTeO1miuUSzw7MMTIXYCm8sigjnsrySO8YbTVVKBUKHj44zshskEAkQVejm7Y65++3YUmSzhbQapRUWQ1MLIapqbKgVauIJLIUSmWuv3s/mXyRq7a2YjPryeULXPfO7Tw7NM9sIEazz8mxST/rmz00VNuxGLWkMnnG58OUpDJajRKbWYfbbmHXpja62urJlBSoZQXk8pUE86qd65CpdHS1N9M7ME4gnmfo4NO0tbWRsOiJ+mcxOM34zHLsBrj93keYXY6TLxTwOEx4HCa66+04umuQKTXsH5ikmPYxPzeHr6am8jmrq6ur/GGQTCaZmJigUChUPkPV1dV4vV5kMtlr+pkQXh8i4RME4TUTxcxPzvOHvlXpIv5SmB5fAxadgvbmejwuJ5uanNz3+AGmZhfobq2vPN5o0LMUj5I9yXqhxyfzt/oDLC4H6R8aZWRskmA4QjiapPu881GoNOweOco9Dz5GJBLGV2XDbdWytd1HIBRBqYcapwm7SY9cJmMxFGdoOsD5PfUgg4efHSOazCKTyRiZCZDK5ulu9pIpyrjryWPkckWeOTpOIJYmni4AZda3eJHlknT4zIyMDBGNJbh8cwt6nZpANLWygbJMwmk28MiBUQ6PLKJWq5jxR0gm02xp89His5PKFrlwQyMWgxajTs18MA5yBSNzvSRSKTa3upn1R7lsSyP+cJIZf4xIIoNRp0Ymk/O+S9eTLRToG/czsxRl1h8lVygRjKVYDieIp3NMLIQJxzPIZTIaqu2ksjm0ahU+h5mFcIKHDozhtOq586lBnjgyVXntF8MJdnbXE09nCcYz2Ew65gJxlAoFhVIZp0WHUimnVCqTyuXRapTYTXoa3Dbu3zeCy+NFpjFSU+3gwOF+3FV2Zhfj+KrMFEpl6mqcGA165FKBcjrM5jYf9+87iNOo4rLt6zBoVdz7+AFCYQjF08wvLVPnsvDm8xpRyGA5nMRmNrCpq4ljE/MEI4lKzeHjnzOAQCiMSqNjeHi48tyUSiWNjY2YzeZT9JMhvB5EwicIwmsmipm/tOO9evfdezfLk8d460Xn0eCtYnZugUu2rWNzZ2NlGM1oNJLOFehpq+Po8BQ7Nq3DaVv5jzWZSpPNl5kNnFy90J6eHsbHRvnWv9+ETVWikM+ikPJ0uA1I1SbGJo6Sz+UwaeSUk3kMFDh0ZIZgNA1IJDN5bCYtKrkcvUZFKltgbC6IUiHHqFVjM2pRKuSML0Qw63UshVM0eOy01rmJ5+UcebiXf77lEUxGHR2NtaxvNeC2GxmfXeaOPf186M1b0SvltHU1UAJufewIVVYT69tqODa1iN2iR69SIpNKjEwH8YeTKOUyGjw2UtkiO9bVsbWzhmAkSSZfRC6DmaUwi4EIDrOBjnoXqXSO3b2T1LksdNZXEY5nePzwBDq1gqvP76BcltCq1fz28T6UCjkyGXjsJlp8DoKx9EpvWFM1M/4oO7tqOTblZ3gmiMOsw2rUMji1zL/etpdU9v96vja2erhwQ+NKqbSGao5N+rGZdPiqzCgVCrL5Iv5wEplcTjSZIV8oo1LKUdsUzPijJDJ5/ubD72dkcomH9w+RDC0TjqXoG5uj2W3GVWVHqdFRLpWZnV8iEAiQzheZmZ6kbWsbNq3Eg/uOUiwUsJv11Fa5qXUaiCYyDE4ucc0FnbhtRuYCMWLxBJ31VRwZmeOCTR3EY1EKkgKtVk8wHOHY1DLepq7KczOZTDQ2Noo5uWcgkfAJgvCaiWLmL3R8pe0D99/L03uewKYFpVzGZds6qHdomBkbYHRslPWXb1s1XNvR2kTvwQNsafcxOL3MHbt7aa2tQq9Rse/oCAkMdG7e9bJ7p1WGjgcHycTDWG16KOW5/PxuHBYTfaMzTM/OsmtdA7l8nlKphEYlx2nW8Ez/DN1N1XQ3efjPO57h/n0j7OmbRKVU4HFauGxzM267iWgyR65QpFAo0dpYQ9/oDCMzAZ4dXiCazOJ16KnzOulobUapVJKJ+vHajdRVmbn9iaP8zyOHiMTTrGuuZl//FIl0nq2dNgLhOKWyRCCcYGoxzGIoQSqTw6TXEk6k2ZT30FrrpMnnwKzXUC6VSaRzRJMZBqb8qBUKuhqczPojXL6liYVQkrG5EKPzIcrlMjP+KNfsWkcmVyCezpHLryRGn7pmG5IEyWwOlUKBTCZjYGqZJ49McunmZnZ01dFS4+Dxw5Mcm/JzcHieZwfnKZbLACjkMrZ31bKrp4GtHTUYtGqCsRRzyzEmF8Mk0jn6pwLk8kVG50P0tHhor60insyyGEpQKJeZWAzjqnKQiEaxaEok1BoGZiOMTvWh02hpq7Gza1Mb8WSahx7fQzIeo85tI5zIUus0IpfK7DkyQSGfp9ZlQi6Tsa6hikTajMWg4ZmBWfrGl9jR00A6WySWSNPT5ObwuJ+Hn12pB6zRm9CYXfTN7qOqphmfb6X33uPx4PF4xBDuGUokfG8Qx44d4/rrr+fhhx9mdnaWcrlMbW0tV1xxBZ/85Cfp6up6+ZMIwhoRxcxXPDfJe+qJ3eSSYRwmHZ1uK9dctIF7nzqKQV5Ao5TR01bPo08fqQzbHh9G27l5C9Ozi9y5+xBVTgdWp4fdh4aZ94exuGt57/s/wKZNm16yh+W5Q8el2Bxv2bmO4fEpzAYdUjaBwqRkZnaOnkYnTqOCcALmoymsRi3rGt2oFQoy+QJv2dFG7/As/nCS8zp9NLhtqNUqJhZCzCxFGZhaRqlUUJbJGJqP0dDew8Scn1BgnNoqGwW1ja7WBjqaa4nHE0wXC/RPB9na3UJPRytHxv0UZGru2jPI2FyA1honc4EE9+49RkdtFXqtilSuwJY2H40eGya9msmlCANTy+w7NovHZiYSS5HNFymVy0STWY5NLmE362nyOpAkePzIFPVuGx31VfgjSfYNzFIolql1mUEmo1QqMToXZH2zG4/DTKFYwj+ZIJ0toNeoiSUzjM4FqXNbGZwJ0FBtZV2DmzufGuTpY7OV19xu1vH/PnIpvioreq0Sp8VALJVlaDbAwdF5crkiuXwBk9GIVi0nEcsQTWQJRJNo1CrS+QLHpvxk80UavDYCc2N4q6vxtFczPKRjUiHnU++/iuXlZVQqJQv+EAYl1NRVYTFomFoIs6HZg06j4uaHDnF+Vy0+hwulUoGvysLkQgi9Vk1Po5uB6SAXblRiMenpn1gknc3jclhJ5krsPjpKfXM75233sLlnAz09PUQiEbRarRjCPcOJhG+NlctlvvnNb/KNb3yDUqm06r6BgQEGBgb493//d77zne/w2c9+do2iFISXdq4XMz+e6P3q5huZGDqCXlnGqSnT2liHXFamvc7FuiYPk4thkEokIgFMJtOqYdtkKo1Wq0elUrFjSw+HhieJK52oihraNl/ENV3ddHR0MDQ0xG9+/asT7nV4oqHjoEqBWaekkE3R0ujFadEh5TMU8nl8Thdmw8r+aUvhJHKZjOVwglQuz7FJPwOTSzRU2+hudFMqSxRLEg1OE8VimV89coTFSIrOtmbySitynZWWjh4OjczR1NREU/s65NOL+Lx2TEYTTb4qWj0mjk0sUlKZqK6GhZScdK7EvslnaKlz89bz17EQjFLrsuKrMrMQjLOu0c1Hr9qMxaDFH0mwocVDs9fBnU8N8JvHj/LlD19CnXulMsYzx2aQgGafg7lAnLdsbyEYyzDjjxCcyRCOpzk6sUSVWc+BoTmy+SKTixGWwgl29TQQT+eQAVaTjsOji5gNWja1etGoldRUmekdmWdsLsTP7n2Wvf0zlfff5zTzyWu2cc2udei1SoKxNNNLEUbngjzdN4PTbOBtO9pJZPNEU0Um5gPo1QqqrEb29s+gUMjxh5MUiiWu3NaKwWCkrdbFUijCxGyG8dklKJXYc/Ao5TI8ebAftaxET6Mbf7BEMJamtW6lp/Dw6BzVVj2NXjtttU4CsRSZbB6v08xSOIHJoKFYLBKMxlEqVZTKcHgiQDIvI6uCt7/3o3zkIx9BrVZXnp/L5Xqdf6KE00EkfGvsC1/4Av/0T/9U+f6SSy5h8+bNpNNpHnroIcbHxykUCnzuc59Dr9fzqU99ag2jFYQXd64WM3/uvnmZ5UnO7/KiQMIfCrNjXR0TiyFqXWay6QQtNVX0DkxQ48oQj0XZvK6Zwellfn3/XigX6Vy3nieeObgyDL7z0lX7FxYKBX53+20cffZJFKUsCrmMhbJEf+/TPOSqx1Xl4MD+Z9DJC5QKOXZ21ZCKBnj2YC8jA0rK5TI2g4pmj41EamXhQjCWwuc0sRwpUS6Xaa11oFOruPeZYWYDMb75i0e5eGMj53fX8ezQPP2TS8wGYigVClrr3aBJUF3tZXhsinuf7OWRgyPotDp2bOokk80Rj0ZZlOfpqrGgI4s/FiWViBHWaHlyXz8P7R8gmUixudVFR62ddDrFA0/309PoRqmQ4zDr2druw6hTUyyV0apUJNN5GqtttNdWcXB4jt6RRXzOJBIynjgyicW4MleuUCjx+OGVDYxba5yYDUkmF8NE4mlqnCaOTfpRq5Ro1Uq8DjNyhZxkZmWRRqlUxqBTc16HD5tJRzyVw2bS01ht44mjk3Q1uNk3MItcLmNdo5strR48dhP37x/G6zTjshoIxtIMTgfIl4r88ZvOw203EoilUYUS6FRVTC5GKr2RZUnCYzMSjKfpn/RjNacwG/T0Dk1xaGSeMvD+yzcQS+XZfXCEyfkgDrOWbC5PJltAAo5OLOGymdColLjtJhKpLGaDFqVSwXwgRlttFXpNjgPDcwTjaZ4dnGUxnCaWkzCYzBj1Trq3Xkh3Tw/hcJjq6uo1/bkSTj2R8K2hO++8s5Ls2Ww2fve733HRRRdV7i+VSnz5y1/me9/7HgB/+Zd/yZVXXin2PBKENfRS++bJ02Z29DQyPLlAOpXCatRg0GpIpPMo5TKavDamliw89OwwTfUJbDY7VouFpWSJTEmHKljAbDOzedeVdHR0VK4Tj4ToGxhi8OhBtnb42NReR623mnSuxG8efJrp0UG613VSZ4ZdG9r55Z2PsHefH6dFz/kd1SBJIEkMTS5RLhbYtb6BaqeJvrEl3DYj4XiKthonXoeZWCpLvljiop5GYqks0/4o+wZm0evUOC16elp8OB1WfnH3fsr5HM1OFW1Vrcy0epmPS8wshTl09BjNtdWYdArC/jmmRwrodRpS6RyFXJrDB5/l4JEhTEoJvVmNDEimMjyzGCKRylJfbWNsPoRSKcfjNGM16gjHM5SkMmVJQq9VUWU1YDau9PrtG5hhbD6MWa9he2ct2VyRSzc2Mh+KMzob4tBohkgyw+B0gDed18IlGxrJFUq0+BxoVApuevAQg1PLXLKpCYVczsxShHWN1cgkGJkJYtSryReLjM2HyBdL5AoF3nNJN+lcgbnlGEvhNFVWA6VymUMj88RSOZRyOYvhJBdtaCRfLJJM51DJ5RRLJeTIsBm1jC+E2NTiQa6Q01HvAiSeOTbDsYlF5pejpLMFdqyrQSbJsOgULAWSeO06ghEVoXiaQqmE3aQjnStQKJbY1llLMpPHbTMwML3MyFyIFq+NYrFM3/gSCrmM0dkQoXiGwekQZYWG9d2dFOQa1q3fTnfPehQKBYFAAJfLhVwuX+sfN+EUEgnfGpEkia985SuV73/1q1+tSvYAFAoF3/3udxkcHOSuu+4in8/zve99j5/85Cevd7iCcM56JfvmKWTgtBqZ12spA7FkhgaPnYGJRWpdVmx2NRdvaiOTKzEwGydwbJmmrk288wNvWzX0/dw5eM1eB3JZjLmhA5jkeersaqxaKGdjZDJluhuqsBvU9M8HufS8dUxNzTA2NY/NqOH8Li/VdiORRJpkJo/ZqOHJo5OML0bwOUxMLUW4/p4DtNc4Mek1HBiaZz4Yw2rS4ak3kcsXmVwKE0lm8UeTNFQ7KJcl+sb9yBVyLt/SzI6eRmb9cQIFPQ5ZEp0K1EoFelmabDLDUjDG07kURo2STL5Irlimd2ASCYn1TVXkS2U8dhOz/igTi2FqXVaMOjVOi4G55RjzgRitNQ7kcshkC2hUSqKJDNFklngqi8tqwm0zUZbAaTFQ57YQS+V48ugU9dU21jW5WQgmeKx3DI1KTkeNk6mlKLvWN2A2aikWS6xv9vDwgVH29k2j16nwR1O0FksshBOMz4c5MDzHx67cTDSXJRhNMTIboqPWydhciFyhyMRSkBsf6GVTmxdflQWzPkcokUEG1FRZyOWL2Mx6liMpmr12NColh8cWGJkL0OS1E4ylyRWKyCQoS7Cx1cfEfIieJje1LitD08uMzAQYmVlGrVJy6aZmnBYdZUlicDrAzHIUu0nP5lYvh8YWsBh0WAxabnnoEJduaqK+2sbkQphnh+aY9kcpI2Pjujbq6upQ2WrRWV2sX78BhUKB2WymsbFRJHtnIZHwrZH77ruP/v6VskZXXXUVV1754qsYv/vd73LXXXcBcNNNN/HDH/5w1fwKQRBOj1e6b14ykyEYTdLe4GFwYpZjU37euqOTOaOOu58eoqmmGplCSSSVw+hws/WKXScsO3e8csnVF29lbHSEQwefRV7O8+btrXTWOZkJRhk7MsaR0Xku29qB02oldGSCvb19qEpp2mqdtPjs1LjMRBMZVEoFWrWSYrGMQaPm2cFZsk3VeKvM9A7Po5TLSGRy1FZZaPTa0WlUZHKF38/pS9FeX0UinKe5rhp/KMbeo1O/r7hh4PDgNFk0JEJ+2hpqyWR0LC3MUoyXoVRidnaOkUKRVDqHTq8lGktiMWr44Js24LYZGVsIE4ymKJTLeBwmGj12RmaDNHpsLATjDE4F6GmqRq9RkUjnUCrljC+E6J9cQq/VsL2rhmcH5zDq1HTWVxGMpbl4QwPLkRSj8yGSmRyxZJb5QJyrtreDTMbg9DLLkSRttU5qXRZaaxwshRMo5DImlyKML4SptpvI5gr8/P5esvki1XYTn3rHdkLxNOF4moOjCyhkMnqaPPiqTMwux1kMxQlGUuSLJYx6DT6niWl/lNYaB4FIEqVcTntdFVVWA4FokmyuxKHRRdrqqjg6tkQwnmTWH2d7Vx0Wg4b2Oiflchm9RsmMP4pCIefSzU3UVlmRAXKFjK4GN3uOTjM8s8zAtJ91jS4ODi/gMGk5MrbIowfHcNlNGPUaalwWrBYjA5N+Bif9RCUr23w21q3rRqFQ4PP5cLvdYhXuWUokfGvkd7/7XeX2Jz7xiZc8trOzk/POO48DBw6QSqXYs2cPl1122WmOUBCE55eMu+W2e15y37yHnz7C0bEF3n3pJta3N/DQU0fxh5+lweMglspxx1PHSOXlNHZu4H3XvPhq26GBfpq9Dhbmptn92GMY1TLWNVTTVe9ieDZANJnlgp564okkDoOK/tFpDg9OEAmbeddF6ygUCjRUW9GqlNS6LBybXCadzZPNl/A4zGyRybhqWxvT/igzSxGqHSbOa/PR3eRBhsTA9DIqpYJpf4R0Pk+hWCZXKGPQ6VgML3BgaJYrtnWCQkUqW2ZocoI6px59OYlCStNVY8Fh0ZNI55kPJvjdnmPUu62YNAqUFj3vvLCLN53XQiKVJ5LK8r+7+9jeVUepVMLnNJPNF5j2R9Co5BwZX2AhFKeh2gYyCMXSHBpdYC4Q5eodnRwZX+Kp/mkC0SRKhRy1SsmxST/rGt1s66phzh/nkd4xcsUSC6EEHruJLW0+jHoNNpOWY1PLzC5HyRWLnL+uHoNOw+hskPv3jTA0E6i8J/sGZ/nwFRvxR5LUVJm5aEMjsWSWsfkwg9MBQEa5LFHjMqORK/GHEwzPBpHLZDjMOtpqqjAZNJgNWhKZHIlMgY2tXg4Mz5EvlhiaXqZYKuO0GHBYdYTiKSbnQ9S4LLTVOJlZilLjNFPjtCAB2XwBp8XAVCJCrlAglStw7zNDfOBNG5j1R/BHUly9swO7Wc/oXJBgLI1cIeOijc10tLbw1HCAjetaKKTCDA4M8M53vQubzfaCz6Jw9hAJ3xq59957AZDJZLzpTW962eMvueQSDhw4AMATTzwhEj5BeB08v2RcMpnEWV/zovvmVbvdjMxH+K/fPUmLz47baaF3dJ49xxZxuKvZfv4VXHHlW152W5V4JISMKMFcBH8wQK3TzEwkyU/ueBq7Sc9bdrTRWevgsN3EwaEZLEYdTdUWNrV6aHRbGJz0E46nafE5AJDLYHwhTHtdFWWpTN/EIg8fHCOTK+BzWUhn88wFYrgdJgrFEkadBp1GSSCa5s3ntRGMp4kksjw7ssTYQhSDtYqaxjYKxQQGtYJsLoPVYEMjK1DntQIyWuuqkMuVpLN5DgzOEowmyWTz2E16RuaC1LhW4h2ZCaDXqtnU6kWpkDEfiHPhhnr84STD0wEiiQy9I/M8fnQSlVyOUilHq1Ji0mpJZvNYDBqMOjUu20qd30aPDblczrODswzPBrCaVmrX1rusFAolLlxfj0KhIJJI43VaMOu1HB1fIpHOEY5meLJvkqPjfkLxdOX9uHB9A+saXNzzzDD+UAKDVs3oXAizXsNbd7RTKJWIJrIMTvt58sgU2VyB7mY3V21r4/Yn+5lailJtW+llm1qMMBeIYTFq2WCqZj4Y58/ftZMv/ef9LATjbGn30VhtJxJbmXPosOhxV9vQa1WoVUpkMkhl8yDBwZF5IokMG5o91LttLIYT7D48STSZxWbSIWNl+lBHfRW1LhvBaJKsTEuiqESp1rBzy3qUcug9NsLk5KRI+M5yIuFbA8FgkPn5lVJTHR0dWK3Wl33M1q1bK7dHR0dPV2iCIDzH80vGGY1GgtHEyu0X2TevtaOL3Xue4eljR9EaTVxwxTtPKsk7rlAoMDw2Tnymn1qnkd6BaVJ1Tja0eDgyusC6hioUMjkjM8vMLIeZD8R5684OgtEkVRY9arWS9c3V7Buco77ahsOsx2LQoVWvJF8jc0G2dtays7sOh0nP0EyAWx89ykPzYwTjGbZ11FAuSzzSO45Bq8Jq0jEwE+DtF/VQ6/Gwb9RPS2sbvaPz1FpkvHVbG/3j8yxHEjRW+5AAg1ZFMp39/fMpIpNBTZWVC9c34LDoUcjlHBlbZPehCRZDCboaXJTLZTa0+SiXJfb2z1LnsrC+xYtSqUCjUuGyGdnU6iGTK3D9PQdwWtTsXFdLJl/EZtLz9gvasZsMjM4FcVj0vPfSHu7dN8zIbJBSqUS9x4rVqGMxlMSoV5PK5BmeCRBLZbGZtMz6I/zy4cMcnViiWFrZSFmpkLPl96uEH3x2lEs2NnLxxkaUSiWlUgmJla21uhurGZ5ZRqf1ki2UWArFuXJrG267iflADI1SwUwgRjCawuMwcV5HDbVVFn77eD8+p4knj06hVirwOc04zHpiqQztdU6S2Ry9IwvE0zmiySzJbJ7F3yeci6E4yUyed+5aRyCWZHY5RoPHhk6lZGQ+SDpTYCGUIJ0vkMsXmVgIYzFoKZZjpNVVNNTVUO9x4nZYSMajot71OUAkfGtgZGSkcru5ufmkHtPQ0FC5LRI+QTg1nr/i9vn72j2/ZNzx3ryu5viL7punKGpo6NpCXaeE3WLCYnOgVL78r9rjsdx7950c2PskFnWZarOarZ21XLKxEY1KQd/YItUOMx6Hkf95pI+55TjbOmpocFuZWYyQzhcJxzNYjDoUMrjt8X42tHjRqBQsR1NML0Ux6FTYjDqQZCxH00QSGdwOI+lsnv7JJUbngpj1Ggw6NVq1gv/d3UeuUKaMjP9+cACzxYxZyjIfiiEvqHl031FCkRgD43G8TgMdta6VFaulMsuxJHuPzeC2GdnU5mNbZw1VVgPheAa7Scfn/v1e9BoVdW4rI7NBWmscXLa5mf5JPwPTy8z6owxOB7hyWytep5nFUIKJxTChaApfi5mJxQjBWIr2WidGnQaFQobNqGNkNohRpyafL+EPJ+lqqCKZybOusRqjTs3gVIBiqUSpLKFSKjDpNAzNBFmOpirvh8Os56/ecwEbWzw81TeNXC7DatKxvauWQCxNnctClc3Ibx47yjPHprGZ9PQ0eVDKFew5OsXEQoRgLM2bzmvhmYFZvA4TjdU2dBoVaqWCfYMrczwT6RwHhuepdpgwG7Xki0UWggmOjM0zuxwnEs/w4LOjJFJZ1Gol4dhKMhiIpdnRVYdep2JpIsliKIFOo8Ju0XG+tY77nhkhnMiwpd1LrcvK7HKM/sklJhej2KtlvPvaC3E7LICod32uEAnfGpiYmKjcrq2tPanHHC9tAys9hC8ml8uRy+Uq38fj8VcRoSCc/Z6/IMNZ4yMYjtC75wGmpya5+u3XvKBkXE9HC9Oziy+6b96VV72FB+6/D6U0sqriyHPPeaJevufGklwcZUenh84aK88OTtPd4MZbZUYhk2E0qDk6usCTRyYJxtJYDBraaqtWFh7UOhmeCeBzmrEYtFy4oZE9fVOMzQXpHV0gmsjgshv50JaNRJNZhmcD2E0rKz0z2QIWo55coUirzwFyUCsUjC+GOTyyiEqrJVjU43FYafY5sRq1qMsZaq0K4qksB4Zm8EeSWA0aFDI56VyeQDTJyGyIGX+Ui9Y3oFYrSWcLqFVK/JEEv3r4MDKZDLtZR121jWgizUMHx2jxOqhzW6myGhicWqau2srWdi+/eXwAk16DQrayUOH87nqUCjkz/igmvYZSqYxSLgcZ5AolNKoSVTYDKoUCu8lAMJZixh8lmc4hk0FrrROdWsXGVg+f+7d7VyV7bTVO/u6PLqPOZSUQTaHVKLl6ZwdL4QRyuRwJGJ4N0juywMRChGl/lLdub8NlMxJNZKivtvG2Czp46ug0Jp2GDc0ejo4vUiiVyRdKyGUyZgNREuk857X7MBs02IxaRuZC/PqRo7TUOCiVymxo8eBzmjk0skC+WMJs0GDSaZDJZQSjSfYNTJMrFIgkMuQLJeYDcaKpLKFYCrVaycWbmimqrSBT0Oy1k80X6JtcxlIooFMWKJVKKBQKUe/6HCESvjXw3CTMYrGc1GNMJlPldiqVetHjvv3tb/P3f//3rz44QThHPH9BxnFd4Qh3PLqPvr6+E5aMs5gNHMrIX7BvXk9Pz0md80TDZs9dlfud/XvY1uZmZ3cDo7PLWE1aYolMJTELxzPYjFou3tjI1GKEWDrz+z3l7CyE4jx9bIYqi55CuUw4niaTL9LVUMXmVh8Hhud55OAYdpMOtUrFBBLDswHyxTIbmj1o1Eo+8uZNAITiaZ7qnyFZ0lBQ6FDIZNjNBsrlEkZSUEiiVtqQy2V4bCaqLAbmgwl++0QfpVKZWDJHsVQiky8SS+VwqZWEYmkWQ5NMLYZRKOQ0e20YtGpmlqJcvqWJSCLD4bEljk35SaZzDM0E2NLu5eaHjpArFvE5jei1xpVeOb2GrkYXA1N+0rk8ifTKopR0toBWpcRhMbAYSiCXgz+cZCmSWEloa5x0N7nRqlcWtOQLJTY0V/P0sRkCkSTbump5y7Y2FMjIZAsshhJk80Xq3FY0KiUHhmYJJ7PIkLGx1ctFGzQMTC0TjKe5e+8QRq2KKpsRlVyO06Lnnn1DdNW5SWYKDE37V1Zom+3k0ymu3N7Krp5GUpksXocJnUbNsUk/gWgKt93E9s4aUrkCbbVOtnXVkM2XmAvEyBdK1FXbWAzFGZ0NVhaCSMDOrlqeGZilqc6LwuQikysyHikjz0aYDybY1NGAt6aOfCLM/Pw8eqPpnK13fa4RCd8aeG7CptVqT+oxzz0unU6/6HF/+7d/u6oEWzweP+leREE4lzx/QcZxTruN1pqqypymE5WMe+cH/viEJeNO9pwniqXZ62BqcpxYLIJV78Vq1OG0GFa2+NCpufeZIdK5Aq0+B2MLIXRqFZ31VUwtRZleimA2aLl8SwvPDs7yRN80E3MhdBol77l0Pa21TmxGHTUuCw/uH+WxwxNIZYn1zR66G9yo1EoGJpepthvxhxIcnViif2qZ6aiEQmPAazGgkMmoc+qwKLIEwwkymRyP9Y7T6LHRXu9kfbOH/93dRzpboKHaxqYWE0qlnAefHSWSzGDSa1bm2xl1LIYSdDdXY9ZrmPZHMGqVPH54kkavnZ7masbmgozOhlgIRlkIxiiXJXatbyCcyFJtN6NWKhibW9m6pclrZ2IhQrPPTiyVYXopSjyVIxxP0zexRIPHRne9G+2CgmA0zcHheWQysBp1pDJ5wvE0Rp2af/vrayhLEvfsHcJk0JDM5JHJZaiUciQkFkMJiuUye/pmaPLZedPmZlp8TkbmgvQ0VVPjsnDX3iEGp5Y5f10dDx0YY2Y5ykIggV6tJp8volGrkJJZYvEEbzqvBZfNTCCSYHY5whOHJxiaCWA36zHrNexa34CvysJtTxyjo66KRo+dpfBK0hpPZfFiJpsrsBiKI5fJUKuUXLKxFpfVxNH5NFZnNWaDlkwuSa5YQi3J0el1qMpyJmb9+Fw27nv4cZTmqnOq3vW5TCR8ayCbzVZun2yNUYVCccLbz6fRaNBoNK8+OEE4Rzx/QcZzPXdO0yspGfdS57SYTTy0/wC33HwjyXgUrd6IQqWhXMzz2EP3YdNKWDUSVqOGpXCMbCZFR52Tu/YOcs/eISKJDJdtamJrZw25fIlANInXaaZYKvPs0MoCjUaPDZVSiValJJ7OcvX5G7j8vFb8kQQTCyEUcjlbO2rRqJREEivzy9LZIuF4mvpqK/OBGN+/9UncNiMag43uVgtatYpsvsD8wgJeg45tHQ08dmiCcqlM/8QSdW4L8XSOu/cOkM4WkMtlHJv0E09l2dDs4ZJNjRwZW6LebUGjVjHtjxKMp/H+fi5iOJEBCdQqJQcG5wgnMwxMLVMslrigpwEZMiLJLNs6a1GrFKiUcuqrnfjDCR7tHcesU7McTXLXU0OolUo0KjnZQplsPk9HXRVdDW4e3D9KJl/gwp4GHjo4yo9++zQbWz2sa3Bz7YWdOM0GjHoNkUQGg1ZNJlvA6tRR57au1BAulpHJIBrPsBxJcP66WkZmgzx+aILlWBqHRUc8kwNJYikc5/GjkzjMetY1uHHbjBSKJYrlMlq1giaPnamFMJMzS6jKeZ4JJbAadahVCpp9Dt60pZm9/TPYjVrq3FZcFj0Os55QLE0mWyBfKBGMpmn02AjHUwxMLROK5zi/u5Z8ScbTkyksVntlLz2Dsszs3Dwum5kN7U08O7JAulymdzzAXCTHn1734XOi3rUgEr41odPpKrefO9/upWQymcrt5w7vCoLw6jx/QcZzvdo5TS92zkKhwD0PPU42nsSnb8dS7eaehx5n2b9ITbULtyaLupxjcTFBoVBidDZIPl/gwNAcEwshvE4LnfVVdDa4MOrUeKtMzAcSVDtM7OqpJxBLsX9glll/jLnlKFvafEQTGYolCYUMsvki+WKZbZ1ephYjNHispLJ5DBo1oVganVaJ1ahjxh9l7PebHmvkGUxaOy67AZ9R4rHEEgeG5qj//fy6kZkANpMepVLB8HSQYrnMBT31tPqcIIPR2SAHRubprnXSP7nEwPQyDpOe5WiS1honmVwBl9XEOy/q4tDIItNLUWRyGZlsnlK5zOZ2HxuaPei1KiYWI3gdJmpcVmaWo5gNWrZ11fLs0BxPHp1mIRRHp1GxGE7QUefEbTPR7HWwqc3LUihBo9dOtd3IwZF5Hnx2jFJZon/CT1uNk2Q6j0WvJZXJsxiMY9Cp6R1d4K2/X2Tx+JEpZpajRBMZhmeDJDMFjk4s4XFaqKky0+SzE0vlGJoOEE/nqK+24bab2NTqZW45hstqoKuxmnK5zL3PDDO5EAbZSmKv1ShpqXFy2aZGHumdwG0z0uC2rcx9DMSwmfUgkxFJrPSQmg1acsUSVVY9MrmMsgQNHhtL4QSxPMylVKCQYdCV8UcStFQp0WqLzEoSLruZUCxNSa7lo+97M8lUmvm0WqzMPYeIhG8NGI3Gyu2XGp59ruceJxI+QXjtOrq6OfD4fZj1/eQzSbLZ/5+9/wyy7L7Pc9Fn7bVzzrlz7pnuyRmDnAiQBMF8SAUfJ8lBdrl8rXLVqWOV5XhVquMrX5sy7StKOjItEQwgSJAAiDiYnLqncw479c45x3U/bGBIQAAJHjOYZD9fsKd77d3/6dWY/fYvvG9361ap0bMWiHP8vg/9P3rNH1zyeJuL12dIJuL85mc+xuHpg8wsrOAwqrj/wCHWN7bRWJQ4jEaMWh/PXljkpRtrmHQqBtwWpoc8jPc6CCXy5IpVBr1Wxnoc1JttZtf36Heb0WnUaFQKVEqRew8P8qFTo2yGU6SLVYLJPMlcCYtBQ73RIl2o0GpL+BxGxvoctDsSoWQep1WHNqJg0Gflo+cmyZdrCIJIoVIgl4ejIx5euLbOs28ukS5UyZdqFKt11gJJrEYNJyd6eOj4MDqVAr1WxYkxH9+8tMyXX19gtMfB6YkeSrUGN1fDTA26CSfztDptnAYj9x0aIOIrsBFJsR5KUqs1MWhVyGQCOrWSiV4HwUSePo8Fg0bFwnYMm1HHgQEXuVKN0V4He6kCmWKV+w8PMdnnJJEro5TLSeUr+OwG/u+XZrm0EPiBuyVRKNX43s0N3DYD1XqTSq1FuVYjW6iwtBtneTdBudqg32vBYdaj16p4c26XWLbE0/ceZLzXgSAIZIoViuU633hzib1UgePjftrtbu7vZL+LQ0NuBGBxO86t1TBeu4kRv52NcIp7pvpwWQxolHLsZh2xTBGf3cD2XoYehwmzXsN6OIXVqO22xWst/A4ToihjO5LBbTMw2D+AJNfQbHVwWvWo5QIz81s8s7OO1ahFEOUs7kTZSVR48OFH8DjtfPfi7f25vV8x9gXfzwGbzXb3cSwW+0DPedu3D6Cvr+8nfqZ99vllo1Kp8Oyzz3LjykXKxSw6g4WTZ8/z9NNPo9VqGR8f56tf+UuW52c4Pu7H57KzEQxyazWMxjnIr42P/9hfc2pqiq3NDf7jn38DsV1DlAm0OxLLWyEePj3N1IEJAFY3tnEYlQj1Ij6rinimgU6lYC9ZwKjT4DLrGe21Md7rZDuSwWrUotcoWQ+nGe6x0+M047LquTi/y8z6HuVak0ajycMnhrn/yADFah2DXs12JIMApPNVZIJAKq+g2WqzGkxwZNRHudrAYtSwvpcnVlMgypX0u9X47EZEUUCvUqFRW5jdjFKuNvDajUTSebYjWYb9NqxGDdlihT63hbFeBxqV4q7tiNduwqDpVqX+1pPHOdDv4oXra0wPujk26mU9nOL5K6sMeW1YjBq2Imm+eXGZ9XASnVqJXJSRK1a7KRU9Nha2E7x5ZwdBgES2zGivg81wCrlMxojfxmiPjXy5RrZYZdhvo1htsBlJcWstwiu3NolnS3fv06Mnhrn30AB7qQI7exmWduKEk3kkCQ4Nu1EoRBa2YqiUCu491I/dpMOkU/HI8WHqjRaiKCJJEpV6E1GUYdCoKFUa6LVK8uU67bZEpyMxNeACASQJXry5TrZYwW0zcHLcT4+ra5Wi1SipNrqvUyhVMWiUDLithJN5Ls4HGPJaKVbqfPPiEi6rHrfVSLWuJpYtYTfrkCtV+LxuNsIpVEqRdr2CUM0w6DJyZ6PEKzM7qNQaBv0u+vv8WM0mvnvx9v7c3q8g+4Lv58DY2Njdx7u7ux/oOYHA938znZyc/EkfaZ99fqmoVCr8q3/5e1QT25wY9+NzHSQST3HzlW+wOH+H//P3/iWrq6v0uU2MHHuEWCLFeqyEXu/gIx+aYCOSYnV19R3trh/l2fc2gkDXD02tRKMSqdbbrG13MBu/X9nP5/M0G3F8PhNOs45IIk+mUEZCQqcRsRo1aBQKep1m8qUa9UaLqUEX0UyRl29uMOixIsigWK6TKVY4d6AXh8VAqVonW6widSQSmSLxbJE/f3EWhSjD5zSSKVZZ2U2QLVaZ6LGjVStZjlYoCXoKtSp1mR6HukmxUkMhilTqDXRaJT6bge/djFGq1lGIIl67ESQ4MeHnW5eX0agUaFUKOp1ON7O33UalkNNsdehxmvDYurOGlVqTkR47q8EUBwYcbIYzLO3G6UgdFncSSEicm+qnUmtiM2ixGDTkyw1Emcg9U73sxnI889o8yVyZerMFCFgMaow6NW6rgWFfgkiqQFuSsBrV/PfvzfKNN5foSBIASrnIZx6c5hP3HcSgVSLKZGSKVa4vhUjkupYrPQ4ToWSe1WCSh475ODPZiyAT6Heb6XRAo1JiN2kIxvO0OxJKhUi73SGaLqJVKXCYdeg0SpQKkXqzzfXVbf7vF2ZodSROT/oJJQuM9TowaFUM+6202xKNVhu/w8TCdgyjTo3VqOXURC9LOzEWdqJEU0VkMoFEvky2WGXQa2O8z8nhYS8v3VxHJzYp1xrsRULgNZAp1siWquSqLT784BkOHznG7NIaiWKTeEPL0XtO7s/t/QqyL/h+DoyOjiKKIu12m7m5ubteSD+Mt2PVAA4dOvTTPuI++/xC8+yzz1JNbPOPP/8YfT733Y+fOxbjj778Es8++yyC1Gaiz829p4/9tefLr91+x0btB/HsUygULCwskItu83c++5F3buqKX2Fna50XvivQajW4dfM64149E14j25E0+XIVnUrBkM9KJJHHbdWjVopkit14tM1ImrE+O0+eHuPGcpj1cIqtSJpUvky22LUIsRq07KXyvHZrm3A6j82o4fiYj2S2zPx2lGsrQQwaFUdHPXhtRi7MBbG6vCSLTfKlGqFEHp0oIRdFao0WNpOOYqVONJXn6lKIF66vE8+UcJi1KORylKLARL+DerNFvlxDrZKjkMtZDSbJl2q0OxI7sQz1RotKrY5GKUcAypUG9WaLq4shvHYjh4c9XFsJoVbImei10++2Ispk7GUKDPttRJIFEtkSOrWlm9IhijxxZgyPzchONEOp2qBUrbO0U0YAgvEcq4E4/+JPXuXW2vc7I90ZQBNyUcbyThy1Uo5GrcCgUeGy6jk+7iMQz9LvttCRJPKlGgpRxk4sw4nxHrQqJaFknnqziVyuR6OSE8+WiGdKmHRqjo56SLzl2RdLFcgq5Oyli+g0CswGNRP9Tqx6DTJZ94xDXhvHRv3MbuxhN2kZ9FhYD6W4vBik1mxTqjRodyTabYk+l4Ujo15uroSp1Bvde1Rv0mq18dmMWJQtKtk9QpEkwUgMo1ZFNF3kzInDfOKR00RyTfz9Q3z0nsf2Z/Z+hdkXfD8H1Go1Z86c4dKlSxSLRW7dusWpU6d+6HNef/11AGQyGR/60I8/W7TPPr9K3LhykRPj/neIPYA+n5vj435uXLnIgQOTH2hLFz6YZ9/Ro0ff05al3W5j0CpZiMRQCC0m+r14zSoC0Sy7rjSlaoNTkz3E0kVqjSbBRI5BjxWbqRt79uTpUXKlKq/e2qbXZUKUyRBlMhLZMrVGi0/dfxC1SslGJAUCJPJFhn1WzhzopdXq2okcHHDhd5gQZAJapYJstc1mTqCdjSITBESZwMbWDp86O4jDrOeZ1xdotTvIBIGNcJpitY5CJuP8dD+HRzxIEqyHkizuxKnWWwSiOS7N79JqdSjWGhi1Kkx6NdF0kVi2xH/8+lVOjvuJZUoUK3V+66mTvD6zxWowzmY4xW4sx2S/g9EeO41Wm2qtSbFc5/WZbUx6NZt7GRa2Y4SSeTbCSYw6JelChVq9hcuqR61Q4LboiWdLFMo1/o//9gqzG3t374HbqqfPZcaoU3Gg38nhES870QwL23FCiRwfPjuOXC4jle/ON9pNWkx6NZIE4UQBgQgOi5a9VBGHWUc8U2TEZ2e8z8Ht9QgCUG+1KZRqeKx6Aok8s+sR+j0WHjs5ytJOHJNOw7DfRrZcY3Z9D4NWyYEBN7VGi5dubHB4xINBo2Q3nuWV2xs0m20azTb1ZotStUFHkjgw5KOtNKKQ6txcDTG3tYdGoeCNO9vUGk3UCgX9Xlt3qzpd5uCQl7XdKG/O73L/k5/eb+H+irMv+H5OPPXUU1y6dAmAL33pSz9U8G1sbHDlyhUAzp8/j8Ph+JmccZ99flEpF7P4XAff83M+l503Fhd/rC3dD+qvV8imcYoKbly/dncJRBJkuAxyzGYz1xd2GB/wo5CLpIsVnnltgQMDLnqdZlZ248SzZVQKObVmkx6niVAix6WF4N3Eh29eXCKVr6BUiHgdBu6dHmTQayEQzzHqt3NmspevXVjk7MF+PnJ2nJn1CIFEjpPjPixGLZVqk3Chjcauo7qXQatScLDfTjgYZFHWYjWQRKkQ0SgVmPVqGq0OKqWcxe0YSqPIZx6aZvytWb1nXlugWK0jE+C1mR1qzSYHB1z0OC3UG01ev73NRjjF9KAbtUpBIlcmW6yQKVT50ndvE4zlMRtU6DVKWp0OPoeRXpcFk17VzYX1WtiMpJnbiBLLFGk02wQSOZSijPmtGPcdGmDQZ6XHYUIQBCq1JuFEgV6XiRsrEQa9FqLpEp9/5BBDXiubkQxuqx6HWYdKKTI95GHEb+e/fOs6rbZENFWk2WrjsugY9Now6tXcXAljN2qJZYrEM0UGvBbOTfXzZy/e5spSdzsYCUrVOl9/cwmTTkUkmUevUdHrMnNs1IfTomN2o0UsU2TYb8VvNzG7vsel+SAdCayGbhTc/3h5jnKtQaPVwmc3cd+hAXqcZoKJLLuxLH1+Dw2FGb1WiUZpwJHPI27HMBvU+B0m0oUKoUSecDLHUJ+PwV4Fl+Z36fH7cA4ceN+Ul31+ddgXfD8nfv3Xf53f+73fo1Kp8Gd/9mf8zu/8DgcPvvcb1D/7Z//s7uPf/d3f/VkdcZ99fmHRGSxE4u8dQRiJp9AZLe+7UZvKZP9a8sCP8uxbjgS5fv06L7z4Eod8Ks5ODaJWKynm2+xGEpiNJhxmPbsKFTeXdnn2wjwDLjPJQhm7Scv3bmxQqNaQCzI+cm6Cm6sh3pzbQadRIBMEvndjnd14lkq9yeMnRijXm4z1Ohj02HBYdNzZjGIxaJjod9C7akYpylAp5OylCoz12JHLRYqVJjW5AVRt/HYTMkFGMBKjnosTSaToSB1mN6MUq3V+/dEj9LotzK5H6HObKVXqOCx6jFo11VoLs15Dn9vMS9fXmN2MMt5j59GTI3hsBiQJIqkCBwdd9LnN9LrMGLQqlnfjCECt2SKRKeGyaOn3WpE6EuFEgXS+ht2sxWM1olIqyOQrfO6hw9TqTYqVOgYtJPNlhr02cuUqN9fC3K8eRJLg6mLgbqyYTIA+t5lP3T+FQi4y0e/k8vwupyd7aHc6BOI5Gu02k31OdBolBo2KjVCK4+M+BMFGR5JI58tM9Dq4vhLi1kaEQ4MetJruQsblxSAusx65KOPrFxZxmHToNAp29tLIZTKUSjkH+l1U603ume5n0GulUmtybakr3J1mHQ8fG2YtmGQrnObl25uolXIeOTGM+61FnGK1QZ/bzPFxH5t7aU4ensJgNLITy5GLFxCFDjq5yOOnRggnC4z47dxrN+K06Hnu8irVtsj9Zw6D0oBM002C2Rd7++wLvp8TLpeLf/gP/yF/8Ad/QKPR4KmnnuLb3/72OxYy2u02//yf/3Oee+45AO69916eeOKJn9eR99nnZ8Z7LUgMjYwhCAKb66s/dGkC4OTZ89x85RucOxZ7R1s3EOl6yZ18+OPvGZv2tth79wbjD6sGxhJJNrd22Atu4dIL0GljUEroVKBU61ELLVZ2Y7xyZZmjE/0oZS18diNnDvYSz5YY9FqZGvTgtum5shBkbjOKRaehUm1ycS5As91Bo5Qjl4v8jQeneez4KF/67i1Ucjn5chWlQkSnUaJWKYhnyygVItFMkXi2RDCR5/CwB41KgUKpJpXr0Gq1abZaWJRNroUDeLQ+FKLIQ0eH2HvLBHgzkmbjrRnBXpeZZruD3aQlmi7gsurYS+WZ3dgjW6rhsRp4/OQYJyb8dDoSHUnCZdWTyJWJpgogwNFRL41mi2cvLqFSyJkadKHXqpgadOMw67AaNdxeixBLF7EbdWgUchqtDo1mi0yxRqpQwWbUdoWoy8xqMMEbd3Z47vIyVqOO12Y2uWeqj998/Bgv3VjHbdWjUsjJFCrMrEVYD6X5yLlxLHoNhXIIlVxOIJajVG0gygRWAglGeu04LXqUchmiKJIrVbHqNRRKNa4sBrr2LB4LPU4LXpuedLHCaI8drVrO7HoUn92EKBO4Z7qffo+FN2a32d7LMDXoZnrQzeJ2gitLQXw2A21JIpmvEE0V6EgSf/PJ45wc76FQrrEWTHF01Ey13uTS0h5FDEiiGkEmw6RXUS3n0coa9LpMb81ehjDq1JiMGsKJHJ1Om0A0h0pnBh0cPXN8v5W7D7Av+H6u/P7v/z4XLlzg+vXrbG9vMz09zYc+9CEmJiYoFAq8+OKLd7dzvV4vf/VXf/VzPvE++/z0ea8FiVgiyV/8//4TBrWSR+87hfOtjz37l1/if/x3keGBfowW210B+PTTT7M4f4c/+vJLdy1XIvHUXcuVp59+GoVCcTc2bWlhjtdu3yCXy2MwGFAa83ezdBUKxV+rBrbbbSKRCKtr6/zZN17GoNfi6PHw2NmDxKMxFnaTDHptNNNF4pkSs+sRgtE0x0b9RNIF7CYd0XQJtVLO0k6CQ8MeTDo1j54Y5tWZLW4sBdnYy5DOV8gUKnz47ARGvYoxvwOlsrvFK0kSdpMOrUqBKAh0Ol0x12q3WdiOMd7nwKhTU6410WlUiHTIZzKg0OJQ1lgOpyhVG6yFk7itRk4d6OHC7DYPHhuiWmsyu7GHw6RjwG0hX6p1/eYKFS4tBNgMpQglC+g1SrRqJQPebsqHgMDWXgaTXoNRqyKeKZEtVoimixi0Kix6DV5HtxKVLlSIpQsoRBlDPhtroTTfurxCvlynWm+xl8pzcX6bzUiKcrVBj8OIWiXHZdEz0mOnVKnzxp1dLi8G6XQkXr61xd/40HFGe+woRBmNVvuub1/hLbsWl0WPWiXS77EQTuYx6tQcGHCxly6wtB3HZdEjCOC06FnaTTDstTLZ7+Q7V9aIZYrkSjUG3N0q5Xivk0GvhTubUbbCGQ4OutmNZRhwW+l1mTk07GEjnCIYz9JsSzx5ZoTv3dxiZj1CIlfGbTPQ6nS47/AA2WKNVquNIAg0W22mB10UmyJz4TKS0KLabOKUa7EqGhSkKg6TAb/DRKnawG0zYNKpKZRq5Io1soUqG8EYNYWVj3/6MR586OEPtF2+zy8/+4Lv54hKpeL555/n85//PN/73vdot9s8//zzPP/88++47ujRo3zlK1/B4/H8nE66zz4/O95rQaJWrzPmMdDvsTLod+HxeFjb3MWp6UCnwbBdgULVeMfW7P/5e//yrg/fG4uL6IwWTj788bs+fNCNTXu70tfjMvPgsZG7lb4ffK0frAYOeW2kk3GikRCJTIlKtYpdJ+PGzVsopnq559AoyJVsBmPsRpIUa01EuYIhn50Ls+scH/Mx6vfxxuwWJ8Z8lOt1Ls4FyBVr3epcqoBeq2ZqwE3RU+Ol6xtsxzIoZCJWg7a7WapVsx3N0Oe2dC1U5CKlagO9RoXFoKNcbbIUSFGrN+7O0SEIVItV9Joqb97e4/pKEIVcztERH36HiXyxRrpQZTeao1JroFMrGfbbMBs0HOhz8tqdLVK5CnJRRqPd4cSor7u12miRzFdotTqIooBOraBabyIIAtt7aa4th7i1GkEmE6jVWwz77Iz1OMgUKyRyZUrVBs12myMjHi4vBFgLpZjfiqJWyEEAg0bJQ8cGOTLiQ69RsRFOU6jU+OalFXZjubs/N0dGvBi1KhSiiF6jRK9RopSLlKp1rEYtm5E0ggDNZodEtoRMJsOoVbIRrvGRsxOYdGpub0RY3IrR4zZTrTWRPGZen+1m3OrUCk4d6OHIsBerUUu70yGSLHBnI8rUkJupQTedjkQo1TWxHuuxsx5M8cffvMGw34ZM1jVoNuhU9Hks/MajR/jmpWWmBlyEkgWuLAWxmbS0OhJLsToGoxmdponbaiBfKGEWFaRp4rLq0WqUZIoV8uU6T5weJ1esEEl1k1dypRoHxwb533/946yFQvz7f/uvGXCbGetzve92+T6/GuwLvp8zdrudF198ka9//ev86Z/+KfPz8yQSCZxOJ5OTk/zar/0an/nMZ1AqlT/vo+6zz8+E91qQWN3YZmqkB49VTyy6RypfJp2I8JnHz5LNZsk1RE6eOvbXtmY///nP8/nPf/6Hfr0PuoH7djXwpRe+w/byLEcPDGMWdfTl89x7uJ+NoA6x0yIUjdFGxGHQoOmzkivVWdmpUW00sehV3Vmydptipc5iIMGI34YgSFxaDBBLFREEOHOwF5NOzWszW/Q4TZyf6idTqHa3PfVqPFYDO9EML9/aQK9RUaw2CMay5Mp1rCY9Jw9PkigJLGwtsbm1S6Fc5+zBXlxWPdlihcXdOPlyjX/0yXNo1UrmtqLEsyVi6QKv3trA5zBydqqfXpeZVK7CejjFC9fWmOhz8fT5Sea34/S4zORKNfRqJZF4nlS+jN2koyNJJHJlri4GuLIUxGHSYTdpkToQqeVJ58sY9Wp8DiM3V8NcmNuh3miSyJZJ5LtVz3MHenHZDGyF0+i1KhxmHSN+G863vAb/+RdfpFDpxlIKwOcfOcw/+9/Ok8pXMeqUJHMVVAoZgmCix2li2Gfj2YvLfOvyKma9mkyxit2kYbFQxaxTc3qyBwQBQda1t7k0t4vZoCZbqmHWa5gedpPMlpHaYLfoWA+m2IlmqNabRFIFDvQ5SReq6DQKlnbiGDRKLAYNJyb83FqLEIhnmduMoteoODHuo89todZoIRO6OcH9bgsb4RQboRTNVof1vQKTai12k45Rl5bbCxGeeXWj693ns7G7l2EtnOLwkIepQRfXl0KolXKGfE6WAmmOT09y/9kTdC5dZ3V+lhMPdBNe3u9ne59fDfYF3/8CCILAJz/5ST75yU/+vI+yzz4/N96e27vw+iv4LSrCezHGRwaZGh+mVCph7/Oj12mIFXKEI2lGehzYLUaajTqxQg7461uzH8Qs+YNu4CoUirvWK2cnPOh1WmZu3+KJ84fodxrocdv55vcuMdZrp9poopar0BhUJNMFArEMhXKFg5M97EYzfOfqKpP9DvZSRZZ3EsjlIifGfJyf6sNh1lGqNEnkS5QqDXocJnLFKuem+9gIp7i6FGTUb8dnNzK3FeWlG+soFXLUSgVKpYpiR82F5QT1ehOLzc7DdjVHh90UylU2QilS+TKT/XYK5Rr/6etX8DmMeG1GRnvsjPrtfO3CAuFUgV6XmUq1wcX5XWKZEgMeK0+eGWes18FGOE2uVGO818FKMEGHDs9fXWW810GhXOflWxtvLZiMct+RAdL5Cos7cQrVGqvBJIej3aSOVK7c9ZKzm1Apur54mUKFbZmMhe04HrsBsS7rmht3Ovynb1zhPzxz+a6Rsk6t5Ol7J/nw2XFqjTYAfS4LW5E0oUSOR09oqNQaJLIlFHIZZr2a7Uia1UCCIZ+NqUE3h0e8RFJFCuU6eo0SlVxOuljh/KE+hv12JAnK1QaBeJZL87tsxzNk8xUUSjnHR70Me60k8iVskoTXbqLTgaWdBH0eMyq5HJVCjlrZzSr+zceP0mx3KJZrBBN5THo181sxjo76KFYbFKt1RnxWZrf3uFVrMmRXYJOZQYLbqxHUSjmSJNFsdTBo1NQaLe5sRtmIpChV6nz78iIqrRFRlPE/vvEd3rxyg367ir3wLlMHJu76vb77Z3ufXw32Bd8+++zzc+cH5/aODNjpsanR6UVmbt8iEIqi1mhI5YooZBJqtZZSKYm9zw9Aqdy1P3mbtz30PqhZ8o/awP1BPz74/sbuncUVRnoc9HusBAMBTDo1crmcuc09HGY9xUoDURRJFevUWx1iyTwz6yIWgwaTXsP56QFypVo3XUGjJl+ukS/VUchFVgIJFrbj+BxGTk32cuHONpuhFI8cH6ZWb3F5IQCCRCpXwWs3MeizMzbcj0JvJ5rKsRNJ0Wk1MSoljg94GPNbabTaWAwa4uki9VaLXpcZBDg85KZcbTKzvke73eHIqIfnLq3y0o1Nas0GZp0Gr81Ao93uikO7idMH+5jfjHL/4QH2MgWi6SIyQeClGxss7sTRqOQ8dc8kn3lgitVQ+q6JMQiEk3m+d2udrT0biVyZQ8MecqUaZoOGIyNe4rkSr97aIhjP8rHzB/DZjWSLVf7df3+D2Y3o3ftgNWg4MuJhxGdHp1bid5jIFCvspfJUGy08VgORVIGdaBaHWcfRUR8PHh1kdn2PK0tBPDYDFoOGnWiGYqWB06JFo9ayEUmhUys5N9WPw6wjXagSSxcoV5vYTDq0agWHhzzoNSoWd2LMrEcwG7R8/Pwkx0a9nDvYy7cvrxBJFtiMpEGSODbmo8dlJJYp0ucyU6836XQ6NFodMqUq37i4RKfTwaxTIwCNWpVYao18UsO1uTZqlRyZKHBisoen7jlItlSl12Ummi6yuBXlu9fW8DvMPHB8jK1ohmBgl8kBDz6blmGfmWIqyvz8HNPTh94h+t79s73PLzf7gm+fffb5udJsNnnmmWeYvfQS5w8Po3BbaVQLHBrtZXKoh+femEFrtLGwEaLosTJ95AT6SJpUrkipXCGRLdE7PHl3keLipcvM7qRIZv4dQi3L3/zUk7gc38+vfnc760f58am1emZmZu5WCZeWlhEqSVr1Gof6+vC5nSRTWa7MzjHgMRNPF7g8v0swkePk1DAHhnu5MreJQa9m2GfloePDzG1EyZfrjPc62I1mSRfLKGtyao0YmUKFnWiGU5M9/N2PnCSSKuJ3GFnciXPfkUH0agX5cpVqvYVWJWfQa0VnMKG3uNGolShEAbVcxiuXb6JriTiPuKg3WqyHuzY1zXabZqvD4WEPMpnAeK8DhSgy5LPxzUvLhOMFfHYDgVgGu1nHPVP9ZEpVao0W5WoDUQanxv3E0kUuzgdwW3XsxnJshFIUynVi2SKfvO8gj58c4c35XdKFCoMeK4dGvF0LmlubBGI5avUWbpuRYqWOTCYwNejCpNMw2utApZDzwrU13FY9w347M+thwskCADJB4L7D/aRzZcKpPJFkHo1aTjhRoNlqM7uxx1Ykw0MfHma4p3vf250OGpWCUKKAKBOJpAoo5CKff/gwpWqDG6th4pkypWqT3WiWYZ8VvUZJPFumUK6xuZcB4InTo6wEkzgsOgwaFU+4xhEEgfmtKHNbMRRyEZtRS+WtGcaTE368NiONZguVQs7ybgKDRkm51kCvVeFzWTHafXz36gqzM3N4HUaUSpGDQ27KtQb3Hx5AlMkQZN0Ek1urIa4sBRj02sgUahg0Stx2IyaDjsfOTpHMlghFU5w/MkqnXsJs0CGTyZgY7CObTRCJROjt7b37s/2DXpP7/PKzL/j22WefH4sPmin7QV5nZmaGZ/7yy6wv3uLho4OMuPVIyJhdDPMXX/sOXoeFfDrHjaUtFGode9k6ekccpVLFGzfmKJbK+HoHcLvdzM/PEQnuEIsnePjUIZZW17BpZeyFA9it5vdtZ/0wP76VQIxKR83MpZcY8TswuV1kQmt867vfo9nqIFWn0SpFOlIHpbybYtHrslCo1FmPpAnGs5QrNRwmNTaDm6NjfuxGHQcGXIQSeerNFg8dH+b6UpC1UAqTTg0CnDvYy0fPH0CtVKBRyTFo1ZTrDZ55bYF4rsiAx4pRq2K410GyItIUVOSKJaLJJjaDEoNUhEaFjXCDV25u4XcaqdZaWE0aQsk8frsJnUZJn6vrkyfKZIz02CjVGvy3b91ALso4Pu5Hr1Ex0mNnbjOKRqkglimSLlRwWw08emKYq0tBZtf3uL4cotlqo1XJ8VgNeGwGFrbjZItVPnpuEqtBQ6vdQSHKKFTrLO8kKFTq3HvYhkGrRiUXGfRaCSfyuKx6rAYNgiCwsJ2gz23BqFXzdz98gj/+1nU+dHqMYrlOrd7ErdXgsOjJl2oE4zmq9Rb5UpVqrclqKInDqsOgURKM57oZw0C2UMFj0TPR6+DVmS20aiXVepNqrUE4mSeRK+F3Gbm+HEaSJFrtNjPrESb7nNQabVrNDp22xJDXisuqJ5UvUyjVODbmYz3U3XxO5kocGvLw0JFhduNZdqJZGq0WggBXFkN4HQb8Pi+xMkSSWUxGAw+emcak7DDZ7+TkeA8v39rg1dvbDHgsuGwm2hLsxHLE0gWOjPqQyQRKlTr5ch23w8J3Li9Rr9e4/8gw9x4aolBtoqTJ1fkwk+NjONUyYtE9ent739Nrcp9ffvYF3z777POB+aBt0h9FpVLhC1/4z1y78DIGWYM+u5ZhrxmhVaFaa3Gg38lWSEKrUWHVK0kkUtzzyFnOnruHwM4W+XqZHCZevLWDbT3KX33rZdKpJDarlePHTvDEg+e4s7BEodjgq9/8DpdvLXL29AmmxodRKBTvaGf9MD++UluFUazz1INnMBn0PPfS67RqJU5P+NgKxbg5twyNCqJMQKOUodWo0WmUbIRT3Huon5nVMDcXMpw/NECh3qDValOs1uhxmuh0JK4sBvHZTdjMOrTJPPlyjakBF9NDbnajWQRBoNORyBarVGpNZKKMIyNeWm0Js0GP0e7BLRNZCyZRyKAt1WgXM8yuhXGY9TjMEIhn6XGa6HGZsBo0bIbTAMhlMhSiiEohR6kQkQkCgVgWq0mLUi7jxHgPmWKFXLHKaK+D5d0YMkHF6zPb9DjNGLRKipU6qXyZSq3BsN+GgEC+WCFdqHbnDg/14zDp6EgdWu0OqVwZJDg44OLZi8vs7GU5e7APtVLEadaRyJZY2IqzsB0HCYrVGn/+0ixuiw6/08y/+BsPcnUhyPSQmzvrEuliGZdFz8lJP41mG7NOQ7PT5kvfucXCdhR4e66uQ73ZYshnI54pcXKiB4NOzezmHvObUZqtDj0uE5N9DhAgHC9w77QSm1HL1aUgtXoLn8OEx2agXGvgsOjQqBSoFHJsRi2SAF67kYk+J1uRNMVKnXShQqPdpiNJ2Exa5DIZAx4rr8/usp2RyK2ksOi7QtikESk3mvjsFoLxHIeHPTx6coTXbm8xtx3j9voecrWe+88c5/nXr7MWTOF3muh0BFQqJaFYFqnTxqxXYTfrEJDQqUWOTfQRiGX57uUF+j02So0ONUnxnl6T+/zysy/49tlnnw/MB91o/WE0m03+yx9/gfDSNUbcBo6NuglG02TzJeqOCq1anaH+HjQaDblqB63ZwZNaNzJ1B41Gw+d+7TdoNps8981vsD53DataoCDUsaisdOQ62lKL7752kXo5z/iAg16Xn2iuence8MOPnH9HO+sH/fgW5+/w8o1rFItFzGYTmUyW89P9WExGbs8vc/vWLc5O+hjtGSWTzfOdywvMrQcxaJXYLSbkcjkb4RQGrYJkroHVqKEjWZjscxLPlpDJBAwaNZIkcWDQRa3RYi2UIJwosBZKMeAxc2TEQ6ZYJVusUt6KARIrwQTlahMBiUq9xfExP2qVkq1MHbvFiNuqp1Mr0GeWcXk+SaXW4PHTo+xEM7xya5NAItfNhhWg1mySyncY9FrpSCAhkcqXeeXmBrfX9jg14SeaLuJzGLGbtawEkjx8dJBoUkOuXEOtkPPG7DaJXLfdKQigVsqp1JqYdGr0WjWb4e4cXLnSJJTIIwgQTRdYDSWRy2WYtRoqtW5u8IOqITodiVa7g89h4sUb6/zHr11FIZfx2YemGPQau+J4IUChXCOZKyMTBMr1BmqlgptrIUZ6bGiUClaDcTLFGn1OM7FMkVqjTafTodZoEYjneH1mG6VSTsZmQBS7Sxz3HRrs2uGki7xye5tcoYJWIefZi0vIBAGHWcd4r4NKrYEgCNhNOhxmPe1Oh3qzTb3ZxqBRsbKbYHrIjUouMjbm45WZTf78hVtoVEom+pyk8mWWQ1nGx8eYHPAQSRao1JpIzRLboQAHBlzcM93P5fldvnNtjRGfjV6Xha29DIlsjsdOHqPX62FjN8jUkI9HToygV8L11QiX7mxxaMBBNF2k0eqQzBZoSDIOTh3icx+1MrOZYCGQJFFsovBMcfSex/Z9+H4F2Rd8++yzzwfmg260vh9vz+vNXHyRh4/0sxlO4bYZ6fU4uLmwTiqVw2HR02m30GtVrIUiJMoSx44dp1Su3H39hYUFctFt/s5nP4LdauHNC68x7DGjUKr4j19+AY1KweeevIdSLs2g14rb1cHi8PLcGzNcvD7DTiz7jnbWD/rx9XutjPjHsFst/PdnnqVeSDA/P8crF27hs6i47/g4Bq2arNWIXKXi9RvLXJ9fZ24ryrERHz1OAxuhLOVqi6fOH+DOxh52kxaf08RaMMGwz4ZaqSCRLaFUiIgyGeV6g363mekhL8F4nlqjhVIuZz2c4vZamHAiT63ZokMvA14bPS4LSBLlWp5cuYyymWNuK8S6AC/d2ODhY0MUSnUuzwc4e6CPU5M9hBI5ri6mQRLIl+t325WBaI5APEux0sTvMDLss1GptShW6tx3aIBwIs+rM9tdP7hKg6XdBMF4Fq/dyBNnxpjb2COaKZLJl3FbDKjlItFsiVimyOJ2DEGASq3BXrqIKJPx6funmd+OMdZrp9nq8LU3FhjtsRNNF/nTF27x2sw2APUmKOVy/tYTJ2h3JF6f3eLC3DYemxGFUsbjJ0eIZgpcXgjxf33lIm6rgVqzRTRZpNJoodcoCESzvDbbosdpRq2Qk8iVqNWbtNptHjwyiMWoxaRTI8pk2M06bqyEGOlxcPpAL3qNimtLAXQaJaIo6xpK69S0Wh2K5TpKucjcVpSNcIoBj4VAIstGOIXdpKNcb9Bqd5jbjKJSysmVqjQENQarh3K9TbpQod1pk4iGKBQKlGt1zAYNClHGoydHWdiOsR3JsBpMMruxR1OS6NsKcnM5wPmjB5CJMr76yi32YilEUUQh73oKajROai0JvV6LTK4CQUAUJKqFFNl8Ed/AgX3T5V9h9gXfPvvs84H5cTdaf5C328GXXv42x4bsnD7YTyZfYjcU5dT0CG67lYtzm/S4zQyUalxZCHN7PUxfbx9qnQm1Rku+3v0n693CU63WUipXGHE5EGlj1WmYGhtkfrnNzEoAo9GA3mRDI7b52nff4NGPfuqvtbPerl5++L4T1KtlYtE9VKJEvVrm4qVLXLg8yxOnRlnZDOK0mWlUy7QbNY6M+GhUSoSTeR48OsiVxR1WdpM8eWYcl1nHgf5uksMjx4cJxrK8ensTj61blVsOJNiOZtEoFXQ6HdKFMia9hvVQimA8T7FSR6kU0WqUyNUaOpKMXKHKTiSFx2bkQJ+NfLnO81cyXFsK0uc20+cy0++xolbK6XQkel1mhnw2BjxWtqMZZjf2ePnmBqlcmePjXdPl+a0YXrsRnUZJodJgasjJSiDFkNfKuak+7mzssRlJEYhnyRSrjPU4ODziZT2UQiaT8an7DvKtq6vsxrOYdRrsRi1b0TQX7mxTaTSRy2SIMoHz0/3sRnPcXAkDEEzk0GucLGzFeOH6Onvp4t37Meq38akHpuhIEs12G5VSjgyBPq+Z7WiGs1N9vHlnh8l+B31uM0atioXtOAadCrNBzcnJHkqVBvPbURLZEm6zsTt3KcH9hwf57EOH0amV1JstCuUanY7E5ICLg/1OPnR6nEyxyl6ywJFhL22pw2u3N7m+EmLIY6VUaxBM5Li9FqHeanHfoQGsBi3fuLjI67PbWA1ajDoVZr2WTz04jdJgI1lsYTFoCMSyrGxHiISCJLNFjo95CSfylCp1dmJZvDYjA24LnY7Ena0ogz4bbUnG2nYESa7ixLgfswbmKnXi2TIPHh2kXG3QkToMeazcWo/z6uwu/W4bq8EEkXiWpUCKQ0eOMjnq/LHGL35S87r7/K/BvuDbZ599PjA/aqP13Vt/P/iGsbayRCISQKsQGB30Y9JruffYOFdmV7kyu0a50SGWK3FjOYgkk2E26Hjs7DRnjk4R3IvxyoVrbCRq6AwmtjbWOPjgsbtfx+3xsrO+SLuzQyqVQkmd23PL6HVaWnI1FbRsRnPINSacPvV7vtmtLi8y5LWxFw5QziZwWvQcn+zn6y9ewGVSY1JJ6FUCSqnO8uo6pWqDoweGkdotUoUypWqd12c2WQ8m8DqMjPbaMenVKBUi8WyRywsBbEYt8WyZq0sBZDIZpUqDJ86M4rUbuTi3iyRJSB0JEBAEiCTzDHisTI8Nojba6NBBkjoE4jnsZh31Rgu1QiQQy2LWqTk66mVxO0Gj0ULSQaneYC2YpNZoUa01+d6tdXpdFj734CGuLAW5NB/AoFWRL3c99dRKkVAix2MnRwjGcjx3eYVhn42OBKIoI1esgSQgCRKXFwOIMoEzB3q7IkSv4U9fnCEjVciWQCaTEcuUmFmLcGLCj99h5tpyiEiqQLFcJ5TsipxErsQrtzYp15pAdwt3tNfObz52BKNWTaHSFWMyQeDggAuFQs7cVpTL87sIgsDT5w8QTOQQBBn3HRpkwNvNsZXLZBwa9nDPVD9feX2eZqvNiXE/15aChJMFnnltnka7jUoup89jZiOcZNRv74prUUCUCQgySObL2Ixa/E4THquRRqvN3GaURK6MWa/GbFAzu7FHPFsmnikx4LbwsfMHkKQOr8/u8PyVFT75+DmsRg0CAieHrdRLMt4o61DLBTQqBelihc1IGp1GSTJXJpEpsRFJo1SIHB/rIVFuMzYxwRf/8gWef/0mcrmI1GnhsRnwu8xIHYndWIaRXjcPnpwg21Awt7zJ4vouMpWWBx94kE995BEUCgWpDzh+8ZOa193nfx32Bd8+++zzgflhG63v3vp79xuGzKVixOjizlqQK/Pb9DtN9HvtfP2VIstbOQ6PeLn/8CCvt5oUay0eO3eIT3/kEZKJOFhVnBzzodHkqKd2SEQC3LgFk6ODiKKI2+3m9q2bxCJBGo0agqRFahRZDAZRGhw89PAjKJVK3rx2m45V+Z5vVKVCjrYoo1wrcmh8AL1OS7ZUx2k1Me4z0Wk3CcXSnJ7swWfTshooE43FEZBYCyTIFKv4HUYODLgAKJTrDPtsmHQaHjgyRCJX4spCgPVwkk5H4viYD41SwdSAB7lcxvSQm/VQiuNjPgxaNeuhVHdjtLeX8cFeZDIZ+XKVbKNMs1zg9dtbKOQyFnfiLAcSPH5qlEPDHhrNDuFUnlShTKPRJl2scG66n5m1PTw2E0dGveSrdXrdZtRKOQgCgXiW7WiWx06OcGdjjzdmt/HZjCTyVV69vUkwkUcAtGoFjxwfxmnRo3irzalRKcgWqthMWkZ8No6N+2i3OsQyRXajWXRaJbuxLJvhNM1WmwGvlXa7TaPZwm7S8dyllbv3QKdWcnLCi82o5+pikB6nmekhN+FUnkvzu3Q6EpVGk3Ayz+JOgsdOjtKRQCkXEd+yljkw4KRQrrMRSmE1dquNR0e9vD6zxf/rM/dway1MOl9mos/BoNVKtdFidn2P5d0E56b6KFcbZItVcqUqHquBbKGC26rHZzfjsxvQqBQcHnbzfz1zmXimRKPVJlesolLKcVv1uCx6ZDIBu8nA4REPVxeD7EUiWJ1e2rUSdruFMl1D6JFeB3JB4J6pPnKlGoFYFkkChVzk/HQ/dpOOF25sYDIaiGdKjPislEtFytUqDxzup9poIUgSo70OdqJpXr29zfRYH2qtgU6rTrXZYmrES7/LRDQaxefzfaDxi3dbJamFJnq1nLETh5kcLeyndPyC8jMRfH/v7/09bDYbJ06c4Ny5c9jt9p/Fl91nn33+J3l3S0ejM5BryPn6y1eY6HO/Y6P13Vt/717wePNCnmFPH5PDvfz5N15hbiuOJhDDadbw8NF+YukCqUKVBgrOHxnEolNwY2aedqMCgoyJ8VG8vQ2iJfjkE/fz7RdeZmFphcPTB4nFYtiMGozuYd6c2yVeaKJQ6zlzvI/daIZYLIZWb/ihVhR6o5nNrTs8cKQr9gC2gnvce2QYqVHBrNMRTGR57uISAx4zMuDynU0Wd+Ikc2XUajnNdpv6W0JmLZjEazPitumxGjU0W20GPVa2ohkePT6CTqMkkswzvx3j7MFevHYjm+E0SoUCURTJlpuMjo0jU6ppSR2UCPjMCjw6Exfm0sxtRimUayBAj91Euy3x5p1dStU6gWiOhZ0YBwddDHpsZAtVVna7yRVSR6LfbUGjUlCs1Akn82SLFVYDCR4+PsR9hwfYjKR5bWabcq1Btd7ioaNDDHmtfOfqKvVmC41KgVohx27S0mi2md3cYz2YYjuaYbTHxpERLw6LnkK5zpERD4FEnsvzAZQKEX+zzfZehkAsT7rwfSPlsR47j58aoc9tQUAgnMyxuB3nxRvrSBK4zHruPdzPnc0Y5UqdXLmKJEkkskXMeg3FSh2jToVKIcdu1rG1l8ZrM5LMlfHZu5W57WiWyX4X4z0ODgy4UIgiAmDWq1gNJAjGc/idJnZjOZQKkQePDnFpfpeXb27itOhQK+QsBXbZiqTRqhT8k0+do9WRuLEc4uzBPurNFs+8scTaXp7Dwx4UchnlWpM3ZrYY9Ga7Rs/h7n2r1pvspQpIHYlBr7WbNKJSMOCxIpcJxLIlri4FCSWLHLWYKecz2M1a8vkcNoOKEZ8NpULOaijJoREvj58cZ34nyWY0z9rOChuBGCemR/j8E2eo1xsEN5dJp1NMTx/6oeMXPzh6cW7CxfExH6Vy5R3P30/p+MXkpy749vb2+OIXv4ggCAB87Wtf4+mnn/6xXqPdbt/10Npnn31+NrxfS6eaaVDqqAkUZKzFIuiNZo7e8xjj4+PvEIdLS8tM9tnJ57Jsb6wRDASQymkmRoc4ONLLhTtbmLQKJntMdCSJaltgbOoEMlOcQwNWmrUyc2vbDPicTB8Yxed2srYTYSMW5vxHHuXa7Xm+/NzLFCp1ouEgrWqealvk/vsfQpBJzO7EGWmJlMtlXnjlAnKj44daUQyPjvPFb3+FQZscWlUUCiXJZBp7j4kWMk4c6MfttFKr1VnYilGo1Jhd20MmCnz8vgPUGh1G/DbWQ0n20nk0KiWv3N5g2G9Ho1KwEUpxay2CgESf24xclGHRa1jciXF7LUKuWCVTqFKtN8lUJRINNX6nmlqzid9mRGwVSKezVOU6Toz5QYCNYBqjVsXcVpRyvYHPbqJQrWEyqPHYu0kSsXSB3ViWrWiGIb+dD50ZQ6tSUK13s1xT+TLpQoVXbm1wbSnIeK+DUrWJViVHo5JzeMjDh8+O05GgA1xZ2MXnMBFNF2i1OygVcix6TTe1Y9iDXBS5vBDkzbkdel1m6s0290z1IcoEkrkyWrWSQU83YzhdqKCQy/j1R47Q5zbz2KlRDBoVsxt7NFpt2u0OhUCdPpeZ84f6USrkTA26GPJaeP7qKqFEDglQKuQ0W20K5TqNZpt4ukij0SaUyBHLlNiNZSmU61xfDjHR56BYa7C8k8DnMKLXKAEBvVbF0k6cD50eYy9VQCkXyRarGHRqMoUq7bfayqlchUA0y//28GF6XRa2oxlUSjkuqx6ZXMXRwyKzG1G+fW2Ds5M+njw9hiCTcX0piMeqp1JrYDZoUavkpPMV0vkyTouej90zyV66wMJ2nGqjhVwUSGbLlMo1ZlcDCIJIu93k7GQPgkyg2e7Q59azHkrw0o11epxWtGoFuWqNSr3NwYOTPH7vEXp9HgA85QpzqztEIpEfOn7xwnefJ7GzhF5sMeBz4nLY8Lgc73j+fkrHLyY/dcH32muvASBJEkNDQx9Y7C0uLvJv/s2/4dVXXyWdTqNWq+nv7+djH/sYf+fv/B36+/t/iqfeZ5993teCZbQ7A3Rw+vDd3/DfSxxWoytsry2R3gvw0QeOMTHgYy8SJhoJ0euxEsw2SKeztFASL8HBY+c4fuwYyedepCnJGBkeIhDLcezQQTwuBwCpXBG9Xo9CoeDJR+7ja6/cIlJR8trNNcb73Txwz3Gmxoe751/dZHVjm+3dJOFsnd/6B7/2vsPmzWaTwO4OsVSB712Z5/7j4xg0SrYCIXLpGEdGfZh0StwWPXazE5dFy8U7W5gMGh48OsCZyT5ur0dA6vDE6VG+9sYihVIVhSjjykI3izaSKqDXKBnx20jlKtjN3cH+AY+N3WianVh3IeLSRhalRo9clKHXKlE1JA66RewGD7Ob3Q3R7b0M1xeDdIBmq82Bfhdnp3oxGzRE4nnWwilcZgPnDvZjM2qpN1tshFNdvzuTnma7Ta3eQpQJqBRyHGY9cpmIUavixevrrIVSOMx6njg9ypDPRrPdQS7KGOuxMbuxx+szW7itBtxWPauBJMFElh6HmQeODpLMlWm02vS4zDxxZpSpQQ+xdBGtWsHZg30sbMdIFSuM9dopVuv8H7/+AIVyDadFz5DXRjxbpFit4zBrqdVbnBz3E0jkCCZyDHqslKoNjBoVaqWcC3M7HBpyo5SL6DUqoukCZr2KmY09nGY9Rq2aVkfi+nIQs07NaijJYydGMWrbaNUK7mzsAWDQqulzm9neS/ONC4uY9BpOTvSwE8+xtB1nst/BvYcHGPRYCcRz/KdSFZVCZCPcNdfWqhTEShKlVgeVUolapSRVbbG1lyaRLbMZSaNRKjg87MVpM+Cz6anUu+3tf/cXrxFM5Agm8lgNGs4f6kcmCLx8axODTsXEgJNcqU6hXKPZArtJi16rZC9d5ORkLw8cHWYt1K2ubsfybIQzTB08wOHxfi7dnMOshv5eP2azGadFz+raOqF8633HL5qZIPdO9xOMxNjdDeB3mPD5/eh1WpwWPbHoHjVJsZ/S8QvIT13wXb9+HQBBEPjsZz/7gZ7z0ksv8fGPf5xarYb0Vkh2tVplZWWF1dVV/uiP/oh/+2//Lf/oH/2jn9q599nnV50fx4LlvcRhYNNHj1Eglq1Sa0kcOjCKIAikM0mW14NIHQ1Op51qW8bRQ8fu5nyOjwwyc/sWahFUmu72LUAqW2AjlOToseMA5AtFJg9O8blf+w0AfNoGR6cm7p7z6NQER6cmePPabSIV5TvaT+9uVaezeSq5OH//Nz/F1evXiWTrSJkqcoWSnWiaY6NeStU6NpMWt0VHsVxhay+D3agFZATiOeSiwEYkjUopR69VcHM1TLnaFRTlegO/w8iRER/lao3XZjcZ9TsY63UQzxa5tBDAYTFw8MABdhIFtGKLsV47K+u7HOrTU63WaGoVeKxGoqkIlxYC3WpWq41cJuOJ02OcnPSzFcngshmQiTIEJDxWA7lyjVK1jlmvoVZvcX0lxNSgG4VCRCmKVOoNCuUqggw2IxlkMoET436mBt2M9jpot7szagjdWbmPnBnnC9+8xkog8ZYZNGhVStKFCi/dXGfYa0MlF7l3up9coYZKKSddKLO9l0WnViKXCQRjedRqORN9Tm6shCjXmzx6fIStSJq1UAqVXI7XZiRTqNDuSIQW8hTLNWbW99Cq5KiUcnRqJWqlnGi6hEalAAHWQymeu7SCQi5wbMzHciDBWiiFXqPio+cn+eabS+y8FZ020efEYtAQTuTxO02sBlrkSnWi6RLpQoVytYFeo+TIsIf7jwwwtxUnEMuxE8sgygQq9SaLOzG0KiUdtYXbO3n0WiXJbJlmvYpJ0cBvdzCzvsdOJMOAx0I4XcTvtpAp1lArFRQqNfxOA+F4gRur3ftiN+m4uhhgO5rh5JifTKnG1cUADx0dRCaTIQgw1msnfmeXL788S7/LDDIBnVpFW1BQ7YgcHXFxYtwLzTKv31jAuxXE5XSQqzS5uBDg/ic/fbfS/e55vUC9gts2QI/Xya3ZRaKxGDq9HqvVil6nZTUcIVlX7Kd0/ALyUxd8S0tLdx9/kOpeNpvl85//PNVqFeBuK/gHqVQq/JN/8k/IZrP83u/93k/usPvss89dfhwLlvcShxISclGk32tlbTvE0ckhpidHWFgTWXp5hnxHw+FjJynWsnj9fQAEg0FqhQy74SgXr88wOTZMvdFkO5IinCpic/qYGh/+a0si/zPLJHa/j4uXdqnXcpQrNQ4dmiaXiuMyqfCalXzrjRJ/8p1bnJ0e4OiIn1srSyxtd2fP7jk0QLPVJpkrMeSzsbAd540727RabQ4MOKk3Wt2lEqsem1GHIEAwIbGzl0EpF4kkC6QLZerNNsdGvejMOgRRzvZeivnFVWjWyBdElgNJdqJZ4tkif/HSLAatio/ff5BwMk+v04wgwJe+e5tIskCmUOGeqX58dgMv3VzHbtJxZNTHqQk/CoWc9VCKaLrARJ+TYqXOeihNIJbDotcgSRIPHhvu2oRU62QKZUw6NYVyHQkJn91ILFtCIZfxD54+w6DHwlo4xV6yQDxXotXqIMpl3eQOGWxFs/z3l2b5z89epdnqYP7YSUDAYzMw7LfT5zKRLlRZ2N7mkkpBMl/CadJzZrKHeK7MSjBBMldmyGvl3kP95Mp1bq+FiaZLfPbBaVYDCbKlGql8hWi6xNJunES6hMeu54+/eQ25KGNqwMV4vwuTTo3bZuDO5h5Wg5qL8zs4zXq8DiOheI6l3QRymcBkv5OpQRdbexkGPVZOTPjRa9V47QZWAgmuLQUpVRtcWghwaKwPldmOXC5iUsnoSBKZVJJiJk6y0Y2a63VZsBi0GHVq0oU6b8xu0+uyIAkC5XKFmdUoHoeBZqvDq7c26QCJbImHjw6xly6wFkrjsuo5O9VHuyOxsBWj0WjzmQeneXNuh+XdBJFUkUIDRJ0dn9uJ225lcnSQkYFeFjYCzK9s8erNFWqSAufAgbsbtu81r7e9tcXuboBTRw7gcjm5eGeD3XiegxNj3Fne4M5ulnOPPLWf0vELyE9d8O3s7ACg0Wg4fPjwj7z+P/yH/0Amk7kr9CRJQiaT4Xa7yWQy1Go1BEFAkiR+//d/n+np6R97JnCfffb50fw4FizvJQ51GjVtTESiCZYDKQ6NB0nlimyEkhw6chS5ycvf/u1/yPPf/hbfeu06skYBFfW3YqHUGMwONvdy3FgJ47AYOT49xmC/n4vXZ3jj5iLVtkhLuNC1UxkZw+wZfM94tB+1TAKQiu5ybqqXa0tBpg8dZrCvhxdeegWhVaGvr5frq1fZe32e595cQJAkxvud2IxaFAoRq1FLMNZdonBZ9OjUCoKJPD1OE612hw+dGqXaaFGudhcg+pxmGs0WR0f9OExariwF+fQD08jlMrajKVp1gVh4F5dZy4fPjmPRa9gIp7i9Fufy4g56jYq/+eRxTk/08LU3lxjyWnn55gb1ZosHjgywG8sx2edkLZwiXahwYMBFrdHEqFcTSxfxWPVkChVem9mi0WyTLVbJlqo4LbpuoketQbvTQSGXU603sRg0mPQaVAqRlUDircWNNoIAgkzAatB0Z/NUCkaG7KwFkrhtBjZCaV66vsFaKHX3e/+9m5t8+Ow4k/1OJvocGHVqpoc8mHVqrq2E8FiNPHLMgyATCCe7m8GNZpv7Dg/gthlQyMsM+6ysBFJcmNtmvNfJSI+dfo+F715dpd3pZtEeH/MjEwSWd+Ns7nXfT6xGLS6rnq1Imly5jiATWA2lKFVq7ESz1Btt7jsygNdmRKNS0mp3uDi/S6nWYNhnI5YucHkxQLZY5eioh2RFRqKmRMqWcZh0VGpl9iJhrDo5vhEvtzf2aLZheqSHl64to1YpGejrodqW0axXuLW8RTyZIZEtYTaomT7kxm0zkClU+NblZVKFMq2OxIDHhiiX0WpLHBpyky/XePX2JqM9DvSabpUzV66RrcnQK1qMek3cXlxn0GdnqL+Ho5NDHJ0c4sbsEl+7uMKHnvjw3bGGt/9fGO11cXhyBI/LwflTh7lxe55UKsnZwyPoNCquLWwRLW2wHoxzzyMf2bdk+QXlpy743hZvIyMjyGSyH3qtJEl86UtfuivoBEHgd3/3d/kX/+JfoNVq6XQ6fPvb3+Yf/+N/TCgUQpIkfud3fodHH30UnU730/6r7LPPrxQ/TtXsvcShRqvHYFSSKtSodHJcXgqj1+s5euw4uXyBeEN7N9bsmWdqXHr524z2unA6HTz22CmmxofJF0t8/eUrGJwDCFKbqyt7bG7tYNMrePDwBE67jVQmy8L11zC5B5k+/RCb66vvWCZ599zee1Uj1WotSnmLkR4HmztBPvfxJyllogw4jXznjRt4HWZsBhUGpcB4jw2tWsmlxQCvz2xzdMSLRa8hlU/jtuq79hl+G/VGmyMjPkZ7HCSyJXZjOWSyNrlSHbfVwJsLIcxGAx6TmhG/jY1IGp/NgIwig24TYz12NkIp7js8wIjfTr5Uo1Jrce+pQfpcFtqShEYp5/LCLnJR5G9/5AR6tZKXb21iNKiJpQuM+O0Meq1olAr0GiWbkTRXFgIMeK0kc2VK1QaRVJ50rkKl3qTPaebERA99LjPPX13lzmYUv8NEq9WhjUQmX8akVfGRMxMsbMfZiqQ5NOwhme161dnNOm6uhDHq1fznb14lW6zd/R6fOdDL8VEP6XyFc1N9eO0myrUGkwNOjox4SOZKXFsO0u50MGlVrIdTdCQJnVpJNF2kAzhNWtw2I6IoMrMW4eCADJVSzux6FLko529/+ARrwSQHB1y4rQaGfFa++voCGrWCgwNudmIZwokCktShVm+xE82wspsknity5kAfK4EUqVyVQDyLXBSQyeCVmxsEYt1c42yxxoEBFyePTLEe7VYUq/UmuXyeZHwPmdTBqNXitps5KSrYSZbo6RvkQzobV24tYne6cLldZPe2EWlTqdi5tRLg9GQvBp0Kg1aF06zn1Vub3NmMcXqyj3Aqz5DHwuJ2jCGvhQ+dHOXyQoCVYJJ0vsL15SD1poTeYmey18EjJ0bZ2A3zV8+/wcRQD+OjQ2TyJa7Pb1LtdBNl3h5p+PM/+a8M2WSUSzW2gxHGB/1MjfQR3EvcrewZDAbcLhdyo4NHD9+7L/Z+gfmpC75KpTt/Y7PZfuS1169fZ29vD0EQEASBD3/4w/z7f//v735eJpPx1FNPceLECc6cOUMoFCIajfIXf/EX/PZv//ZP7e+wzz6/7LyXo/7w6Dgm9wermr2XOHR7vMzP3iSRq/Cbn/nY3fm6VCbL7FqAo/ecBLqxZoLU5rMffZh7Tx97x7nsVgsTfW4ilTaf+7XfYGZmBoVUe98sX/nwyN2ZvvfjvaqRbo+X3fVFWo06qyubvHlBQ3QvSjS4w5u3ljh1oJ/f/uT9XJtZRiG0aDWbDHstfOfaGluhJC6LnnqrhXF6gHShwmiPnUi1iNWoodFqo1EqMOlUiDLYiqTJNmSkmmoMSgM9bh2rwSRatZJKu8FeqsCg10qp2uTqchAJ6HQk1oJJ5KLAoMeGKApkChX8DhPfvbbGJ+87SK/LTDJbxu808drtTcrVBqcne3FZ9GSLVSq1Bgf6XCzvxrm0sEsiW2ZqwMVjJ0fZjWbZSxXoc1tQK+Q4LXoeOTZMKJHj21dW6UgS04Nuzk31c26qD6tBS65U5YUb61xZDLIciPPg0SHurO/xwvU15rZitNodAESZwANHh1ApRN6Y22XEZ+PIsBdRlLG8G+f6Ugiv3cjEgIvXZ7f5yqtz6LVKKvUWHz9/gBMTfvLlGh6rAbkooJSL2I06LIZu1dGgUfHy9gb3TPWjV6uwm3Vk3/LF06gUnD7Qy3owhUIuI1OocnLSTyDaFXD3TPUz0mPj2YvL2E1apgbdby2xaN/yGFTS45SzGkgikwlkilX6XGZSqRSgpt9t4VCvgSmfnp2YmaWdOCqlHKtBS0eCzVgBl8POoQPjXLy9zJ899zr9LgsKOcwsbSFD4tzB3rtRbpFUnpdurCMB+VINk1ZJx6rH5zSRzpV54fo6Q14bZr0Kh0lHIltGo1bx6Jlhim01h6YmUahE/tann+D6/BqvX51jN1XD5/djdXnxHBi4m2W9tzlPLhrG2TuBRa1hZmGVHoeJqQPjPHnfCV5XKXjt5grZSoTBySM8tp+/+wvPT13w6XQ6isUirVbrR1774osvAtyt7r3fUobX6+ULX/gCH/nIRwD4kz/5k33Bt88+/w95r5m2RCrNK9/6S5KFJjqtmrmVHeqNOkqFErPZjNKYZ2Fh4e4bwNs5tD8oDhOpNFeWoxRrDSbzBZbXt99XMH7QecH/2SxfeO9q5NvGzXPz8+TKTTr1Csl0mu9dmgFBxr1HR7GbDbQ7HUShw2YkhVIu5/MPHyYYz5HMlQgHcmztpXFb9CgVckRZ1/JkxG+jVG8gCAL1Vgc0ZqjUqdYr5Eo11mICbm2HjiSxGU4jkwl8+OwE37u5QTpfZiWQQC7K8NoNVOoNJDqoFQoq9QZ2k5Zmq41clBFLF6k1WvQ4TKQLFWSijESuRKlWRyETsRi19DjMDHotvHh9A41KzrnpPlK5CnvpIiN+OzajlkAsS6vdQUJiasjD4k4cl0XPiYkeZDKB9VAKm0mLzaBFp1by7MUlRnw2MrkKf/CVN4mmS3e/rwatiiMjXoZ9NgwaBWa9Gqkj8dLNdT52zwGG/TbypTrroSTfvrTMbjyHx2bAbTUSTuYwaJUoRJFRvx2zXg0IyGQyXr61gUzWtVJJ5stki1XKtQbLgQQOs/atzdgMPocRo1ZFIJ7l1Zkt+j0WHj42xIXZHa4uh+hxGhFlIha9lkdPjHTnMLeiNFod+l0WvnphAZ1agcOkR6tSYDdpSebK3F7e5vF7jrAVytKpgSgaMWg1GLQarCYNCAImnQatUsbc4hIbOjOpXAWh3cSql6OSi5wY7+HORgijTk0yX8Zh6XapzHoNE30OopkigkxgetjDbizH6Uk/6UKVpZ042UK3DR/LlFAr5aztxqg0JSbHhpmN5Bgf8HHPsQO4LHpyDTmDI2N8/eUrSILI3/3bfxMKET710DE2tR1UosTUoJdcscRzr10nlMwz2Osjlc3TkWt44hNP7Vf1fkn4qQs+q9VKoVAgmUz+yGsvXLhw97HJZOKBBx5432uffPJJJicnWV5eZnZ2lkKhgNFo/ImceZ99fpV490xbu92mXs4x5dNxO7/LRP9BinmRxdVNHCYXTz58nHyh+Ncilj78kY9+P0btrZbq07/+W0iSxNbGGlvL799m/aDzgj9ulu97VS4lQWQlEGNy9PvVyFgshih0QKnHaTTwxp0dMrki6VIDl1FBKZ9jdStIu9VgMRRHBnzy/q5gvbK4S65UZXrIw83VMMN+G+lCBadFx9xGFI/NQLstka+2mY+2KNclyrUGYz12ZpbWWV0q0Oc2M+CxMtnvpFpv8MrtDd6c2+bggIshnw2bSYtMkCFJMLOxx7DXjlGvYjWYRKmQk8qXiWdLSBIggdOsx2LQcOHONpP9ToZ9dvLFGgJQa7RotdsIyHjl1hZTgy4UogynWYfJoKFYqSEI3aSQdL6MKMqwm3XkSzVEUcCoUxOI5d7K+81SqtSZGnDx//7Li+8Qe8fHfJw92Mc90310JNAo5ezEstQbTSKpIi/eWGesx0G91eLqcohitcHT90wwNeRBFGW8dGOdl29v0mh1/Q11agVWoxaNUsFmOE2t0eL2WoR2u0Ot0WItmGLI103xqDdbVOoNGs02y7sJYpkiJyd7ePzEKIIM7GYdGqWc2ltefUatkmimhMuqR61UUG/WSOZLeO0G+lw2zDYbbp1Eqy3RanWY2YgQjyfwW7XMb8UwGzRv2dx0N5nXQknShRpep5lQNMXVpRlK5SpPnhnj3OExbi7toJQLqHcVJPNldqNZkCQWd+IM++yEEjmOj/kJJwscGPQgSTleurHJiN/GmN/B1eUg1XqTPreZqQE38WyJVLFGOhah0Rb40te/x5nDEyB1WNiOMrubJhDLI4ajNLMRPvXAFCcne+m0W+zupTg6OcSDR0eY2YgyvxVnK17Zn9f7JeSnLvhGRkbY3d1lY2ODWq2GWq1+z+vq9TrXr1+/u6xx//33/8iZv6eeeorl5WUkSeLWrVs8+OCDP/Hz77PPLztvZ8hWSkVubKyxtxehVS1w8tAEeq2Gxd04h4ecPHTsMV65sUq73ebe08futlHfjlhSKBQcPXr0PStsp06d+qFn+KDzgh9UGDabTWZmZnjmL79MqxhnYsDH8NAgoqLGRihJIJZ/R1rIxUuXicUTHJw+hNQRyGdiPHBsBL9Ny8rqGluhKHuJFG6bgVA8y5ERHyqFnGi6QL5cw2XR0+s2sxJIcHUhwLDPjkbd/fwff/M6Xq8bQWWgUmtRKNeoNRpIlTL3jNlQyJ2k8hW0KgXxTIlmp004kadcbdLjNCMIMqQO+FxG5KKM12e2+NMXb2MzanBZDfjtRm6tRehzWxjyWtFrVHisBvRaJc9dXKbRbOMw6bEZNezGslxZCJDKV5not1Ott3jy7DgAZoOGfo+VZLaEIAicn+5nM5JGlMmIpUt4bUasRi2VWgNR1s2ardZbJHNl/vylGXx2Q9ewWCHyD58+jU6jYsBj4dCQh0yxyvZeBo9VT65Yo9Zoc3M1RCJbYnk3gQScnPBzYryH0R4bTosep1nP//cbl5lZj2DSq7EZNcxuRAnEc/S5LCBI3F7bo95oolEp2NrL8KHTozjMOlL5CrF0EbVKTr7cnbszaFXcWgsTSuSZ24qSypVxWfUks2WOj/vRKOVcXw7hNOsZ8XdF19GJQbQmOy6biVohg1PbFcw9eTOLOzEeOjpMR+rwvRvraNVKepwm7qxHeGNuF0GUo1UpKVabNJptBj1GbCYDL16eo1avc2zMjyi0CcWyCAKU603S+QoTfSK5Uo0hr5XtWI7ZjSgDHhvhRJaXbqyTyJaJpPL87x86zpDPRqnaYHLAxeRgDy/e2uLE8Wm2QzEWd1NE4klKHQ1uJTTyMcR2DYdRRZ/HhsNu4cFTB/jyd67wrQt38DuMKEQw6tVo7e79eb1fQn7qgu/06dO8/PLLtNttnn/+eT75yU++53VvvPHG3Q1cgPPnz//I1z506NDdx4FA4Cdz4H32+RWjkE2jlJeQ19I4LXpyYgujTUu9lKNdrxCLR3EeH6TP52akJ83qxjZHpyZ+rDbqj+K9WsLv1f79IMLw7Rb1zNXXMbRzfOKjZ1DKRWLpPPWGAr9ZZHE+wELRSrYiYTEWmd1J8fCpQ/T6XMzP3eGp+49itxiRy2S8euU2gWgan93AeL+LUq2BTq1gORBjI5wmX6rhsxsRJIGHjg3zX755jc29NKJMoNbsgNpEJlzBbhJw2fSs72Ywyqr09NiY6HPgd5hYDSW5vhRkO5plxG/jkeMjiIKAXqdizGcjka+glIt47UY+cm6CP/rqZa4tBRnwWFArFOzE0nQkqZtza9YTz5V44cYeHrsRv8PEpYVdyrUmaoWIxahB6kjkizUqjSaJbJl+j5VgPMdYjwO31cBWNM3xMR/Fcp2NcPfvcnzch99hpFxrYjVqiOfKNFttHjo+xMxqBFEUeeLMGMdGvBwd9XF5IYDHZsCgVVGuNShVG7iteuxmGWaDhu29NHvpIpt7aZ48M86A20qqUKa62WQ31p0pdJj1rAQShJJ5dGoFAgJatQKrQUOl3sRu0jLktSIhcXUpxH9+9hrHRn243jKEXg0lUcnl3Heon5XdBIJMYNhrY6LPidQjsRZKEk7k+c3Hj9HvsXDhzjaFSp1yrUkVDQ6dHblcjiBAR66hVi9jtRiRpBhroRST/S58dhOzm1Hi2TLVepOFrTjlWo1HT0wwPuBheSfGpblNrEYNep0GQepwfMTDsNeM16rl5RvrBGM5Gs02gkwgU6x0K4/JPC6zlmK1yZ2NMLVGC0EQcJh12EwalEqRVL6bXNJud9BqVAx6LEQTGc4fGWM3VUOmM7MVyXLr4ve476CXbKGOQqcgvBdlwGPBbLHw4fPT3NmKEU4WuL6whdk3ym9+bH9e75eRn7rg++hHP8q/+lf/CoB//a//NZ/4xCfe01vva1/7GvD9+b0PUq1zOBx3H+dyuZ/MgffZ51eMbKFEsxri0Y89iF6nJRZP0OOxYDXpubm0Q71Wv5stazcbWIuE7z73x4lYeq/26vjkwbtvLO/VEn53+/eDCMO3W9Q9dgOjXh8HRgfpdDq0m5vMr2zg9Xq47/AAC4E0DoMcm6+Xe4xmrJo6L795jVo+xR/9eYBcscJ2MEq72WDUb6PHaUYUIJUts7Ad48SEnz6XGbNeTaXWpNrozik/dHyYAY+V+a0oqYaKXLWDWa9hvNcBjRLr62s8eWYCn8NIj9OEXqPCZzcx5LWh16jYjWcJxrM0221297IMeSzo1Ury5SpnDvSxtBsjlS8z1uvgo+fGGe918tyVZeKpIi9cW0cUBZCgUKlj0KpQKkQeOT6C06wjkiqwFkpSqTdpttp4rAZmN/ZQiDLUcpFn3lhAJRfJlWv8f756mY1wikSmhEaj4OL8LpVaC5dVx/xWjGdeX+Ce6X6GPBYqlSZKpUif24xCLrIaSiITBYqVOtlilVCigEwGHUnCpNOQzJUY7XGgUSpYCyZptTpo1AqMOhUL2zGSuQpum4Ehn42jI14WtuPkyzWOjfpQKUWS2TLbexkazRZ/40NHiaZL3Ds9wJdfnuOV25tU6g1CiTz1epuRHhsrwSQ6tZJz032E4jnS+TJyUcSoU6PXqfjj567xO584g8dmoNLoIOrsiKoquVKVHpcbl0FBpZNjN1ak32ul1ZGY29yj2eow5LPR77bgsurZjWaYGnIz1uvg5lqY5GwJ8a1KX6cjEYpnmRxw47PpaLbaaFQKjox6ubESZi2UYi2YJBDN0ZIkDBolHz03wWmvnY4ksbQdRaOUs72XYbzHgVoh5/CwB5fV2I3nW96mXO8QyOZRKxW8fmebckeDUShysM/Oqakh5lYDlKsVArEcI4kUKpUavU7DWJ8Lp93OdqrO5/7W393PyP0l5acu+I4dO8aJEye4efMmCwsL/IN/8A/4whe+8I5rkskkf/VXf3XXjsXtdr+jevd+yOXfP/7bRs377LPPD+fdwmt+7g49BolKrYFep0WlUlOq1FEqFOyl89hM+u+nXbwVbfY275XJ+X5f871yed89B/iDLeG3z/nVr/zlOwTiY49/iNXVgfcVhm8vdqyu57GbDUD3F0K51OTAoI9yS2Rs0E6qKvDUg6d47rXrKExenn35Ms18HJNGRCUX0Ah1fGYlh0f6MOq6Fal2R2LIbyMQz3L2YC/nDvZxay1CKJmn2e7Gl/W7LRwf89HjNPHF78ygVtuwGlUsLK8QjCbRa1QMeq04zDoQBC4tBNiNZqjUm7Q7HcrVBuvhFK22hEmvYnYzhkImUKg0SGTL3FgJ0esyc+5gH4NeG8M+Gz6bkUeODlOoNvBYDTRbLf7bt29iNWqZGnLjNOmRiTKGfFZG/Ha++sYCsxsRnrrnIH0uE9+9tk4sU6Bcb1GudmO8FKIcURTwOAwMuLvnzZUqfOvKMs9fWaXV7jA16KJY1aJWKRjrtRNJFuhzmShWG93kjevrVGpNMsUqIOE065AkibnNGHJRRiDereSth9IYdSoy+QpqtYKzB3rRa5V4bQb20kV6XSY2Ihn6nCYEWXeW0WrUsBFJc2F2mxG/nXSxSq/bhEYtJ5ktI5d1s4oXdmKEU3lOjfeQKZXZCmfxOgwcGvYy2e/EZtJyeX6XZ15bYHTAh6Qy0Uh2l12ypQr9FhmahoxUvkKhXGdhN8laOI1Oq+HUwa7x9looyWYkhUWv5uHjI2ztZQgn8jx6YpQelxW1UsZuNE2mUGXsoUN4nRbypQqRRJZ0vsLBQRfuvIF4uki6WMFtNWE1alnaTVKqtVEqZMQzRdZCSZZ24oz22vA5jGjUSswGDccnelkPpXl1ZovZ7RS7sQyRfAubXsWjjx8nVyjTaHU4MTXM9bk1Oq0WL11fZTiaw2zQsxPPc2c7Re/BM/uGyr/E/NQFH8Af/uEfcv/99wPwxS9+kbm5Of7+3//7jIyMEA6H+f3f/33K5TLQTdb4xCc+8YFeN5PJ3H2s0Wh+4ufeZ59fFH5U9ewHr3u38NqcU9GsFe8OerdaDW7ObyEJIlabHbPJRCJbQhmJvSPa7L38+N6P983lfdcc4A8757sF4vtVId5e7NDr9aRyRQAK+RwGrQqtRkVmL0stJ0Ov199tS1+Y38agVtJpKWnWSjx+bJy5jQjHh104LHpK1QY6lYJ6o8UDhwd5c36HF6+vU2u0CCfz5Eo1rizsIgC9LjOvzmwRTRUwqkQQq4zZjThHxvj6Gy1Gel2Ua03a7Q5f/t4spUoDu1mLTBDYiuYIJfLdOLRyg+29NIM+G9F0gXi2jM2gpVitYzfpWA+nKdebtFptiuUaiVx3IzhTqFCsNKjUmoz36bCbdBh1KjQqxd1lDJ1aQbnWxG7WoFUrMOnVzKyH+VsfPkEqV0avVeF3mHjl1gav3N7CZtSSKVR4fXaLC3d2736v35jdJpkt47Hr2YykyRaqNFttnFY9w14r11fCfPWNRQY8ZhxmPW/O7RBOFEgVKhwe9hCK55kednNoyMWRES+vz2zjNOlIF8q4rXo6EhRKNcZ6neg1arb30hwd9dFud+h1mmi2OqyG0+jUKir1JvVmE6VcjkalxGLQdA2Vmy0UcjltScKgUXN41MvZyV7anQ4GnQq/w0inAyuxKrd2yzTaRVwWHXKhQzYZ504nx5FhL+Vag2SuzPW1GMF4AaNOgyhIPHB8CJtRS6XW5NL89t129NSgh1OTPZSqDT71wGG+dXGBV25tMLMSxKbXMLse5oVrK+SKVTx2I0q5yKDf0d2ANulI5Yq0OgKLgRTlao1isYzdrEWSJLb3soz47KwGEoiCgFqtQhQFOhKcmOhFpjJSXAvQKCQppuPotQYWNsJ87MGjeFx2doNRGs02b85uky5Wacp1HDnzAL/99/7+fhv3l5ifieA7f/48//Sf/lP+8A//EEEQuHbtGteuXbv7+bfbuG//97d+67c+0Ou+neIBYLFYfsiV++zzy8uPEkfditgqq8uLLC8uUMvH+fxTjzB1YAJRFDk0NYlRrBFP51jcTSGXywnkJNTyFsNGgXpbxlokx9dfvYXD6UIURd68dvs97VXejx/XTuXHFYg/yNuLHW9n8k4OFWg2G5i1WhKZItVGm1Ds+8LVbrUQCrzB0bFevvX8LZx6OauBOIlsicl+J2qFiFxU47UbiWeKDHis1BpNvvHmEteWgmztZRjx2bBazFSl7gZpqVqnx2mm123mpesbBI0K7qxHyZWrDPnt3FoNsbgVZTWY5OCgi5EeB6FEFgQ4Me7rVvd0KuxmPWqFiMOkZWkngdWk5ZynF7NOgygXCSdyvHFnB7/DwEogiUmv5tpSkFarQ7pYYXk3waDXSiZfYSeapS11kMtkxLMlNEo5W+EMrZbUrejJ5ZSrTVQKBUdHvOjUSoxaNRqlklSxzEs3NknnK3e/z/ceGmDUb2cjnCRTqOG26vmNx4+yuB1nZiOCADSbbQKJHLlShT6XmVypzmiPlcl+B6/c3kKnUfLEqXGMejWlagO5XMZIj51oukAgkWe8x4FMJkOrUmA1apjb6grZdruDy2rAadVxdSnI3HYUo04FgoBKLnJ4xM1WJN3ND262UIgynjwzzs3VMOO9dk4f6KFQqbOzl2UvVcRqs3PAKCcYz2E1aglFYlQrWR47PkS2UGN2c49Go4VMVLCXyhNLFTgy4gYkNEoRi16Fy6onW3SxtB0jkS1xZmqQerMDMpHJkT4qjRbzOzFeurHGVjhBsdLA7zTy+KkRVHI5q8Ek29EMq8EET5+fwqzXYjXpmB4fIpPNsRmIUqzUWNlNYtFrWQ2l0Ci7Z0aCaK6CICpJVsqYbQZMGhGL1UanVWeip4dILMHXXrrOwZEeLBYTb95eIVMTGJk6zqc/+3mOHDmyL/Z+yfmZCD6AP/iDP6BYLPLFL37xrrh7m7dn+gRB4HOf+xwHDhz4QK959erVu48HBgZ+sgfeZ59fEH6YOHr25at84QvbmJUtRvwO9hQN3P0WSqkw8/MNpqcP3RVGU4M+BI2Zk6dO02w2uXh9hq999w2cPh3Do+Oc8E/Tbta5sR5/X3sVeO9q49rKEgcfPPbuowPvPQf4fgLRZNAjNSr8+Z/8V25dm0SjMyCTK2k369QqJfRGM60OvHlznqPDXhKpDP/1r76Dz6rDbdOzGU5RaMqZmJxianyYZrPJm9dvMz8/h6oaY7rfxolxH2qlgktzu1xfDnJstPtnQZBodzrIZAIOi57Tkz1MD3l4bWYLt9uN1mhFJhMYdqiRNUuUag2+d3OD+a0obUni9IF+5KJAPJ1Fq1bQaLQ5NennyTPjLO0k2NnLcXLcz2S/k9VAkoeOD2PQKIkk81yY22Wiz4nfaaJQruF3mpkecpMpVvnutVWKlQbJXJH/+PUr+GxGHjs1QrXZxGbQ8PzlFWwmHecP9WPUqoimSzRbbXKlGjuxDOVag529NDJB6LZwbQZkMoHF3QT5UpVcqcIL14O0O91/s9VKOR+7Z5IBjwWFXMbZgz385avz9DhNDPtsvHh9jVG/g6OjXkw6Nd+9tsrt9QiVehOQuL4SZthnoyNJDHpsZIpVXFY9GqWCSq1OMJHDatCSLVapNZp0pA75cu0t2xmJRqtNu9NhO5rBpFWjUyu5cGeHQY8Vu1nLA0eGyJVqKBUKPn7fKAtb0a4HodPMViSDxaClXG+iVSmQy2XspQscGvYSKMjJ5Ct89lw/z72eRuo4ugkjUofRXidqpZxKA2RKDUpVnIl+ByatmpdvbuC2GRCA7b0Mt9bCDPrtPHrmIJVanUg8wxsz67x2YwUZApuRFAJwbqqPJ89MYDVqKLy1+OMJGPjmxWWimW5GcjpXwu2wEUumUcpFktkSHpuBswd7sZsNhNNFZlaDrAQS2KwWhvodlKsSA24z/XYNQrtGMlem3enw+SfP8tr1JXbiBYJ7WbINOZ/+G7/Fpz/96X2h9yvCz0zwAfzxH/8x999/P7/7u79LKBS6+/G3xd+DDz741+b73o9ms8lrr71298+jo6M/2cPus88vCG+LI4vJSDAYJBbdo1aroFZraVeybKwF+de/+9vYrRZW1zc5POmn12NnbnWHSCTC1PgwgVCUC7PLaDQq9BYnqUyWnViWRz/6qR/LmuH9qo0XIwFu3ILJ0UFEUXzHc95rDvC9/PaazSbPv3yRdCyCS9lC14izOn+RQDSJ2+PnM08/QaFY4sU3rrK8sUMjn+LgsJdYMsPLN1dIpguMjo7yG595ioNjw8wurvIXX/0W84sruPQK7jngo1GvYzNqMWhVnD7Qw9XFXTRKkX63jXS+QrXRZH5rj2i6xIEBFxP9bhJ1JXO7GcxSBZ/dQKUl0SrVmd+OsrKboNFsoxRlBKNpVoIJDBoVn7jvIBcXdjk46H5rwSOGVq1gashNplBhcsCJTqNEqZDjtBqo1pv0ukw4zDoiyQKFSo16s4lRq6LfbWE1mMBpMbCXKnKg34lSLuKxGFHIRQ4Ouulzm3GYdDitetw2Ax1JIpopksiWsBl1bMeyHB310uMwYTZo2IykCcRyfPXCIrMb0bv3oNdl5gv/5KNoVAqWA0lyhSpeuxGrQUOz1eH5q6vIZDI+em4Cv9PIhTs72Ew6Pn7+AIlcmWKljiIlkilUsei19LpMNJotytUmQz4b90wPsBXJ0OeykCtVqTaaqBRylncSbO6lmex3olHJOTjgZjua5sZKiEarxZDPxqDXyslxPxqVgu9cW2V60EOuWKVQrjM15KYjdZCLMsrVOvlSDY2ya9kiIGA3aQklE4iNLDp5G41KzojfjgQ4rXoabbBbjKwEEvT7nUQyFRxWM36bgZdvrDC/HcNu1KJQyMmX6yjlMubXg6iUSl67vUW+WGLIZ8Vn01GtNWi2W+TLNZ67tAQS+BxGJvqdHB31EUgUiGfK9DjMVJodlnf2WNuN0mk1SRcreG1G1oIJBrxWzrj8jPltrAaTVNsy0hUJoyAy0uPAoNdyc3YRhUrF85cWODE1gtWoJV/NU2oK3PvoR/fF3q8YP1PBB/CZz3yGz3zmM1y6dInbt28Ti8XQarWcO3fux/LRe+6550in0wiCgN/vx+Px/BRPvc8+/+tSKuT+/+z9Z5Sc933eD3/u6b33me0FW7CLDhAESICiSEoi1SzLkiPFTmwnzrHytxLb/+PjnKMnxX6S+Ikjl9hWHMl2LMlWI02xdxIE0csC2/vuzE7vvc8987wYEhZFUqIoW5St/bzBnsHeM78dnBt7zbdcF2a3i7m5WcrZBA6zDp3ZRKlcoZAM0a4VMBu7puSvzbVNDPfiMOuIRSP09vbywD138Fe5HAvbSVTfwyD5+/FW1cZWq8VjTz3H/OIy+6f33nr8reYA38xvb35lg1Q8xGSvmXypSo9ZjmXSx4du38OTF5dZWVnh+OH9nJz04japsLt8tOigMso4ecLOS5dnaUvlPP7sGb7wl39DKpXErlcyNWDHZzeQyxfRaxTEM0VUCik9DiNXJBJubsawm7vLH5lCjfPzs4BAS5CxnpWQLtYIxvOkciXEao6crE2qUObCQje+rN9jod4SUcplDHmsjPXa0ajktMUOcpmUTqf7oVevUWLUqggmcoz4bEgAo1aFUiFFEMCoU2PQKNGqu/8eN9aj5Eo1tsJpVoJJqvUm430OBImEYCKPXqtkLZjk4KiXQY+VfLlGs9VmJ56n3e4w4rWxHEgQSRVJZsuUKg0arTahZIF4psTz1zdeJ/b29Nj4xfsPky/XKVUbeCx6StVuBaneaJHIldEo5ezptWPWqwnEchTKde46MMhGOI1Rp0arVpArVzkzs81KII4/ZmCPz0YqX+HGWhSdRsF2NH3Le28znEGnkbPsT5Iv19GpFZQrDfLlGhcXgwQTWVwWHfuG3AhCh0yxirbZotduYt+wC6dZz/x2jHi2jNPczdad20rSVlrot4gUyjWsRg21eoudaIpBpx6NUo5CLiNbrKJVK1Ap5BSqdbKFMlI6JFNJguEoltuGkap1uOwWPnLnFGqlFLVSwcSQh3M3N7m85KfRliG2O7zvtgn63GZeurqC06IlmevaqUwNOrEYNFTrTdaCKTptGPbZmdmI8+y1ddw2MzeW/axtR0llS/Q4TOwf9XJ1OchfP3uDAY8Zi0FLJFViaSfJ7YemKUVSiPUKk/v2sBNJsLa+QUeQcnUlSjAaYzte4NT7Pro7r/cTyI9c8L3GyZMnOXny5Du+/vd///dvff12PPt22eWfKjqDiZW1Ddx6gX1jA7csVABk0kuo5ALhcJje3t7XzbXptBpihRwA+WIJQaHh539AS4bvbt8uLi5xYm/vLYH5GnccO8il63P89SPPUajUv2cuL7y5397K+hYmlUC5XOLg1ASFQgmH18Fov5tsqcbFxTVMWjmjvU70Oi3hvMg/+6n7b50zkcqwvrmNFg19JinDVhflap1UocbBUR/pbJZ0rky2VCWa6tqITA+5ePLSKg+emUetlGHUditZgkLHUqyJOptEqZChV0uRNotk023Wc1XWw0miqSITA06mBp3IpFLuOzrCi9c3GfZZMWiVWA1qssUq6UIZiUSCKLZJ5ysopDIiqcKrVTORZLZMrdEknikhk0gQhK4X3dXlEBKJgNdhxG7WsR5K4bLqoNNBKkhxW3Ws7iRwWrrtxkiqiFImRatS0GiJaFRycqUavU4THquBmfVujvmIz0q7DbdN9vLtV5aoNVp87NReVHIZMqmEo+M+6o0Wm5EsXpuR0weGODu3zVqwu4FcrTcolmv4Y1nMeg0b4TS1RpNhrxWDVsWIx0a9LtJstfBHs8QzJT50Ypxep4nHLyzT6YBcJqVYrhFJFShW6rTENg6jjvnNGNVGC7dVz/HJHiQC2EwaGs0WM+sRRnxWfvH+I7TENhqVgkGPhdsmeri8HGbAZWak38dyWsJKOE+6ICcWTqBVKbrLHY0WR8d8yGVSxnvtPHd9k1GfFalRSqstoNeo0Wk1rJxfpFar8siZa7htJu48MMKdhyfYDMYIRFP4I2mCiSLFShOpTM4d+wYx6NWshdIE4nlCqQJKmZQRn5Uhj4U+p5l6U6RUrfPtc8uE00WaLcgU6sSzYcKpPEoJhFIFDo562DvgYv+wm+trYWbXI1xfi6HS6qm2FXz43pM8c/Ya8USScrnEqSOTZPJFqqIchVKJpS3DOd7LZz/773bF3k8g75rg+2F49NFHXze/96EPfehdPM0uu7y7jE3s5W+++Dw/fcf468ReKlsgmq3gtJpuVfJea98+cmYGtVREpjb+wAsYr/Fm7dvthSvUCwnm5maZnt53q30rl8u5/55TPPj8NcIVxVv67L3Gm/ntLSyt4NDCaJ+bkYFeLlyZQWftikGPw4xsJUQmlUQ37MHWFl7nF3hjYYVUPMKp6R4cFiM6eZt2s0pLFPnLJ6+zsBlist9Jo9kimS+Tzpcx6dW3BNHJqX7CqQLpUp0jB6YRZIpuy6/TQSVtoxVqrPjb7CRyFCpVTDo1OrWCD58YI12s0e8yveq5p6BcbTDgMtPvtrAdyxLPlHFYugbDM+sRRn1WlvwJ3DYDgiCQK9UwaNXsxHMIAijlUlb8CQxaJfccHiFdqNDrNPE3z99EJe962WWKNdRKOQq5lHimiE4tx2rUYNSpWQ0mabfbqBVytCo500Mujk/28hdPXuOlG1ssbMUp1RtUaw32DjrptRtxWLSEE3m+/uIcj5xbYtBtod9j4UO3j1Otd+1ilAoZ/W4zI14r6+E02VINn93EkNdCvlQjmMzTEtsMHBpmvN9Otlil12nk2+eWePDMPPcdHaXT6XBsohdBEBj2WtiMZBh0mbm0HCSWKRJKFGiJbcx6NYIAuVKVQa+FE3v7qLdEhjwWCuX6qwspaXocRiYHXFxbjfD0XJw+rwSx3SFXqrK+E2NjYwunSc3eARejPhsOix6VUobXYSSSzJPIFhn0OnBbjZSbHZ6/skw2V+Cf3b2PzWiGnViaVMbGhZvLFEt1Li4F6SDwyXsOEUnmef7qMpGkkdk1gYXtKGq5gMeiZ7zfjs9mJJGrILahz2VCkAjoNQpWZxKMDHjZP95PutTCY1Yy4jYiu75GodKg3RYxGHScmBpg2GPl/GKQutzMHoONJ8/N0enApj+CTnsTi93JwQMHmJ7eRzZf4JEXL3Pw5H27Yu8nlH+Ugu/kyZM88cQTXLt2jRs3bvDAAw+820faZZd3jampKaptOS/f2KAmds2RU7ki68Ek7p5+6sUcsUQ3y1oul/PAPXd8x0KGirZF8ffWvt07MYZF0aScTdyqKr5GvlBkYu8U/+zTP/d9n1sul3Pf+97Pgw+W+eI3HyOTjJJMZ7ltzMPdt+2j0+nQarWIRONIOw02A2FU8u5/Z6VyhVgqTzJb4KvfepSN7QBnL19nwmvErOsllclicGhxW7s+ZoNuM89cXqYjNpHLZVgNajxWIya9kpdmtvDaDKhVcj54+zgPXd5BUKio1BpkS1WEepGOsk2vz8p2NMOV5RAemx67SYtaIWf/sIdLy0F8NiOi2GbQa2UjlMLnMDLSYyORK/HCzAYeq550vsJ6KEUgmkWQQOqFCj67gXqzRbMlEkzmqNQaeGx61oNpDox6iKSLNJpNFrdjyKUSStUG473dzdZsocqw19atsNWbaFRyVmsNCuU6/S4zl5dD7Bt2kyvVeOjlRZYDSU7vH2Si386Zm1s4nGZ+6s5JZDIJcxsxRn12Tu8fIl2okCmUWQ+m+NaZear1Bk6zjnsPDxNI5NmKZtCplXz6nv2Uqg0MWhU9DhN7h1ycnwuQLVVottrYTBpOTveTyJb49rklvv3KEu+7bZSxXjudTodQMo9CJiVXrhPPFqk3RPYOOOlzmlCp5Dx1aRWDTsV7Dw9zfLKX+e04fS4zJp2KYkVFMJHgwZcW6PfYcHr72IjmubgQIFOs0qpXCAeDlGo1mo0mgiCh2WpTrjdRq+RshTPUGi2isQq5uoR9EhWhQhqVXMqv/ezd1Go1jHo1S34FiWyJcrVBolDDZNRxav8QwwO9RJNZYrkyTRGev7oCdPjoyQnWw2lGvDZUChlKhZRwMk+mUKHRFKk1O9isZoZ7vZSaMNHrYub6FRKpNMen+tkIJvjLp64x6LFiNWip1Zus7qSQ6QV+71d+mXX/Dgsr6wQyq2y9cJOP3n8vY24956/efEcf6nb5p8UPJfheeukl7rrrrr+vs7xtLBYL73//+3n/+9//I3/tXXb5cUMul3Ps+AnqqW3CeZHVcAidTsfBQ4cZG+rnD774VV65uYHJfv1WK/WdLGR8N2+2Sftay3hvn5LFhflbCyS1Rpvr6xFOf+DjzMzMvC2/wCefeIzlqy9zbNjM4KkRljbDXLw+x825BRrVEjJBJJMvoVXL8YdTaJUKmi2Rhc0QT5+bRa9V0cpH0SsEnFoJ/U4DzXqVcrFIQtqiVKmyE8ugUcoolGus7KSwGjQMei1kS1W2omkGPBbumOrnhZlNcqUqfWYpi/ESMqkMl6pOrFBidifHc5fXqLdE+lxmTk73kSvVqDdaRDJF9BollUYTqVRCr8NILF3guavr2ExajFoVa8EUm+EM9WZ3QWE5EKdSb6KQy2g0RWQygVarTbMpIpFKkAgCgiBgMWroABKJQKcD/U4zG5EML93cRqdWYDVo2IqlWdpO4DfrmBhw0hY7qBQygqKITi3n/uOjfOmxq5yb99PpwNWVEMcnfVj0Wu45MsKwz8rNjSg9DiP3Hx+jJbZ5/toG4VQeqVTC5aUgRq2Sj53ey9SQm0KlzqXFAMcm+rCbtAiCQLZYuXWesT4b85txAEZ6rIhiB4dZx+SAE7Hd5j0HhtBrlLw4s8mFhQASQUK+UkOrknNsogeJINBqtwnEspSqDfpcJsLJAulcGb1aQbMpolUp0GuU6DUK6h05gaKUQiVHtd7CoFORSsYYd+kYsQ9g0aspVhtk8lXWwykur4RQyWWoVQpK1TrNDlgNapRyCdFkirv2DzDotfLI2VnOzwUIJ3PkSlXcFj2FWoO7Do6ARIZEIiWVr6JQqkjn81gMavYNudnT52AjkiFfruEwa7t+jJ0ONzciKBQKTBYLTnuL2c0Yx48d5hc++VH+TGjzzYceZaLPxkfumCQQz7Hij7MVzlBttBjwuii2JGxsrLJveh8Hp8bxuZ1cWkvQ0vu4tBp7xzO5u/zT4h0JvnK5zK//+q/zxS9+EVEU39EL//Ef/zEHDx5k//79aDSa73/BLrvs8pbsnd7PzLk4954+9oaMWavLQ//0AOGK+H1bqd+L757Xu3njOj/1niOIonirdTs1Nox/J8y3X7yAFJETh/dSa4jMb4SJVzo88vBDDHks7OlzvmXaBsDMzAwvPf0oOqECegu5Uo07jkxRqtZ56uICyUyWfZOjBNNlnrq8ikGvo0ejJpxI8+TFZerlPPuPjuI0q5ka8FCulPHaDKhkAiqFlEyhjFwq4LUZ0KsV7B1w0mp3W7L5Sh2bXs1Yn4Oj4z2olVJ8diOL/gQapZyV1TV0ajm9un7G+hzI5FKkEgkui465rRjDHivRdJFKo8l6MM1orxV/NEuPzYhcJmXfkItErszN9QiRVBGrUc3te3u57+gIMqmUYLLA/3roPG2xjdOqR6OQkS7UaIlidyPW0G3v9rst+GwGcuUacqkEpULGT90xwd+eW+Ts7BYem5Fsqeu/V6o2WQok6HOa6XeZ0asVmHRqfu2Pn+Ta6t9Z4igVMgLxPGa9ij09NuqNFsVKnYOjXoxaFY9fXCFbqjI95KbHZmR5J8mZG5tEUkWuC2HkcikWowarUU213qJabxJKFBAQaLVE6o0WN9bDnNo3SI/d2E33qDXQqRWEEnnmNqNkilUSuTL7htz0usw8c2UNs05NOFlgK5Kh12nm+GQPlVqT0R4blVqDZ69t0BLbLPkTDHjMSCQSdBYH+/q8lKoNrq6EaDWbxIJ+9ri0OMxa9g466XGYKFYa3NwIM9pjZyOcQSZXUK01eGV2G5tJw/5hBxIBlnI5Li1sEYwmyZTqTA066XUaXq321qjEsrjMOgKhKFvhNG2Zmn6XBW2PkfmNEDaDGo1SxkSfnctLQbw2A3sHXURSRTLFKtlSg0sLAUqiCmfPKFaTgYX5WdTSNjqtCrlUitNqwGbQMDXgJJEv88K1DWKZIs2OhMeefI5oKs+B6b1sx7K8/wMP7Eak7fI6fmDB98ILL/BLv/RL7OzsvMFe4QfhV3/1VxEEAYlEwujoKIcOHeLgwYMcOnSIAwcOvC6+aZdddvnefK+MWWff+A9VyYM3n9eLbMyxvDiHxaC+Na8nl8vZNz7I5UsXSdcEQvk2Op2eDz7wAVLpLE899yJH7t7/uk3d7zRTnpqa4saNG/x///P/h0Y+woDLSNsop13tcOFqjNE+DxvbOzx2YYXFYI7RwX70JhuRVI6NWBhRFAmEE5ya7kWrVuG2mTBbTIwP+ljzR/BYtBTKVYY9VhLZAia9mrVgCrtJRzpfYWLYgduqp99tpi1RsJmT0KNvIZdJ2Aqn6QiwE8tw575+Doy6sRm1nJ3dZrzPjttqYCOcJl2o0OcysexPoFZIWQukqDSafO2FWQw6FfVGE+hu5g64u21TnUaJRBAoVhs4TBoq1To+h4n3HRvl5kYUnUZJn8vMbRM9pPIVjoz72I5k8TmMkASPVU+x2iSeq2DQqPi3P3U7q8EUzZbIyal+eh0mvnlmnpNTfVhNWpa24/z/vn6W1HcYKU8Nuvj8Zz7QzaKtNSmUa2jVCjrtDmadirmtGMVKnbsODNHutDFoVDRFkdnNKMlcGZNORacDUkFCvSEil0mpN1uUqnWWAgl2EjkazRYGrQqJBL72whyZQoVYpoRUAsl8hccvrDDss3Fq/wAWgwaNUs7CVhyvXc9aMI3ZoOH0gQHGeu3EsyV0agVDXgurOynSxQqJbJGHzy5hNhkQlRbEYJpMoUIpn2NtcxuXWcdojw2zXsNYn5O22KbZEjFoVNxcj3bTRa53RdTxfSPYDSrqtTomvYrpIReXFoIs+eN88u59aFQq1AopewedRNMF/vThy8SyZUb7nMRydW6uBTDIRSw2HaLY3X52WnRY9N10k+evbxLLlEjmK+wkC2RKLXK1NsfvvguJRMKV61cZtBym06px7/FJYrnSrTxdmUzKkj+N2Aa1QuDoaB9tsc0zzz7HU+ducOqeB3Zbt7u8gbct+EqlEr/+67/Ol770JTqdDm63m6997Ws/9AFEUWR5uWup8Nd//ddA14B5eHj4Vq7ma2LQaDT+0K+3yy7/FJHL5TzwwQ/dqsD9MJW8N+PN5vU+eN97uHD+HOGdbaxW2615vc3NLTQaDZ/4mQ9wcGr81nP8zd8+weExH41q6XXP/VraxsLcTQL+bRavvcKYDQ7dth+1Ss5OvECz0eToiIuX53c4MNaLXCZHrjFitDqpZ3IkMmF0CpFem55aUcreATtKuUCtCXqDCavZQHU1wOWlHdRKOZVKnXi2hEQi4LYaODDs5pHzS+TKNQw6FZvpJjqDDp1aSiAvcm42wI2NCM1Wm1q923ptiW1m1sJkChWmhlyYdCqGvVZWdlIcn+wlni0TTReoNVrUXq1sBeN57GYt7zu2B4VcxrGJHiLpIlNGDRq1gnpTpFipI3bArFfz8o1tMoUKUqnAkfEeRLGDx2bArFORzld5ZXYbrUpBvlSlg8D11TD7hlwc3uOlXG1weTnIoNvCRL+T6cEkapWchc0Yf/S3F2m/aqSs1yj5yMkJpBIBBIFep4lqrcmiP8FojxWx3SaVr5DIlhlwW1ApZEgkAi2xTbvTwWszkHhVfCkVMgRBYCWQYNBjRhAEbpvspdOBi4sBlvwJJIKATCrFZdLij2YIxrNU6k1arQ7+SBa1Sk651kApl7GwHWdxO0oklSeZK3N8she7UUssU8KkU3FzM8ZtCh8GjRKpIPCxU3tJ5Cs8d3UNibqETm9AI9Qxypqk82WOjvmo1Ft4HXIEBNQqOfVmC51KwU48S5sOW5EMKqWcQ8NuVgIR9GolKoWMHruJfH+NMze3+fMnrjLitTLaY0erUWAzaLjzwAhXVkNEMxUeOzdHIlPgo3dMMuixUihViaYLyOVyBr1GxA68MufnwuIOc5sxmh0Jhw4e5LaJEZLVOg6jHOf+aeb9SXaiae46OMCNpU2ev7bOeL8LnVZLLJ1nvM9BodZieKCfbC7HWEdOrqOjr39gt3W7yxt4W4Lv0qVLfPKTnyQYDNLpdLj33nv5yle+gt1uf8cvPDU1xcbGBtVqFeB1yRudTof19XXW19f5xje+cevxgYGB1wnAo0eP7orAXXZ5FblcfutD0g/DmyVlBAIBbtvjfF27+LWN3+uzNwinK9xx8gSpTJYnz15jeKC7EfydlEolRl02arXKd78kNouZ565cot9jYciuRmXsZe+AHY/VSLnW5JFziwhSCX12HS/f3EajVeH0uFn3B7k5O4/doOBjdxzAYdLx18Ui9VqVsZ5egokMz527Du0mHzs1xee//jJXlkMMus0oFDIm+53ce2QYuVSKUi5jMZBEqrUhazSQ5ZIYtEoCoRg70TQHRjyYdCrmt+KolTLO3NhCIghIpBKq9RZ7+mzUGi0efHmexy6sMNpjI5jIsbqTpCW26XTAbdVzdLyHO6cHkAoSpBIJcpmERK5MqdqkWKmjVsppNrsVsj6nCfWAi/VwikajxWY0w5ExHwq5jHsPD3Nu3s/lpSDhVAGv1UCz1eKuA4PUmyISqUAqV+b+42NoVXKMWhWf/8Z5/LG/8zc8OOrh5+87wMuzfrw2A+vBJCuBJOvhFEJE4NLSDjq1ArHdoSW2MepUKORSLAY1K4EkuVKNA6NuHn1lmWevrjM15MJp1hHPFvn6i/MMuEwc2uOjUK6xE8+zsBVnrNeOy6jl0lKIYq3O8b19TA44AVgJJNkIp3jxxiZKmRylQsapg0PIJRKuLAdRKGRkS1W0SgUOs44LCzs8dXkNt81AoymyEcnQarW5//g4t0/2shLOYjeo2InnuL4aJpkr47TokUqkyKQSdGoltUaLcr3JsNeG06rHYdKgUSm4tryN16Znos+BUilDJZfTFMXuBwVBgk4jp89p4vpKCLlUxnC/i+DL8zz00gwOowaPxY1eo0QhkzLaa0etUvLMlTUm+x3Q6SCTSGiIHfR6PaPjE/yPz/0a69tB/ugrj3Bi4nZ0Wg0vvnKZha0wkViM6SE3bpuFrViBYiXF/mEXvR4bxUqLPUO9pHNm7D0yah05G2srHD169If6f2CXf3q8LcH3zDPPsLOzg0wm4z/9p//Eb/3Wb92KQ3unzM7O0ul0OHv2LJ/+9KeJRCJvEH3fzdbWFtvb2zz00EMASCQS9u/fz3333ccv/MIvMDg4+EOdaZddftJ5q6SMl5ZuMGI58Lp5vdc2fsV2m+cvzyOxdKuKjoFJJkYdb6gw6HQ6wvEkI6Njb3jdVCZLsVhkxLeH0HoUp81MowXlah29VkWfw8DyZgiHSctWKElLIkUmk+M1qzgw7GR6yIXNqEHsdDi5f5TFjRAus45Oq8lqOMn0kItALEOj2WJywMlP3TlJulDl4mKAJy6tsrKTpFwXsDh7SRQbKKQirbbIxuVtWtUSd0wPMNZnp1ipkS3WGPRYUcllxLNFnGYdkVSBWr2F3aTl4IiHRK7MmZtbLPsTtNsdJgac3HN4hFZTZDOa4dmrawiCwNxmlEN7vMQzJSq1Jul8CX88h16r5ORUPzpNd3mg1mphNWqp1prsxHJMDDhIFSrIZVJMOjXFSgOFoita08UqUonA2k4K6BomC0K3Ivea2BOAU/sHODbRw9xWnGarTbXe4PJSkHanw2iPHaVcSqMpsh5M8dDLC5j1aoxaFR6bnnCyQDiVRyIInN4/xJI/wVIgwdJ2HFFs0+MwkspXiKSLJK+s4rYYcFl19DiN7Bt2sxbOkClVOLTHy0fumMSsVyMVBKYGnDz8yiKXloIMeax86OQ4gx4rkVQe5aYMpUxCpdYkX6qhkEt57+Fh1sN5NrNtNnfyrAbTfOSOce49MoxOraRQqbO8k2RhK45eqySSLvKROyeoNVoUKnUsRi0IEEzkcZi1rAbi1BotfHYjcqkEs16NXqfEadYBAmK7w9SAC6/dwIWFAE6rnqlRH89c3uSbL85j0CjQq7v+fzJZdx5zesSHKLaY7LejkEs5O7uNP5ohminR73PxobuP0VYYkMvlr5qNd1hY2aBdzTNgUeG9a5rtnTC1Wg2DXo/TbqJcb3NwzEu92cLnNhKLxclW2/QOT1Cqtd4QVbjLLvADzvBJpVIsFssPLfZe48KFC3zwgx+kXC4jlUp54IEHOHHiBDabjUqlQjqd5ubNm1y4cIFYLHbrutfEoCiKzMzMMDMzw3//7/+dBx54gM9//vO7wm+XXd4hb5WUsbq+STQcfIPVilwux2Ezc+qu996yW5mZmWHm3DOkvsM0GcDlsPHYUzeY3Hf4da/52qyhyWTEZjGz0wGFXIFGqyWYSKBTypBJOgRjacKJLFuxJPv2DDPqszLoUDMv1pkccOG2GljyJxgb7GF+PcSzl1foc1tI5cr4Y1nO3txCbLcRRYFnr64jESRY9F2LFbPVgVKUU2u0UCvlmHVy3BoJqVAbr9fDgNuETq0A4I7pridfj91IMl+m12GiUKnxjRfnUcqlDLjNSCQCm+E01VoTjVrBR+/Yy0S/nctLO2zFs4z0OFj2x5jfipMqVKnWG+jUSsZ67bTbHfYPu0kXKpj1amQSKTqVgu1ohiGvlZ1Elg7diptcKqVSbzLkMbMeTpMr11jajiOXSQjEctjNWoqVOjqNkhGflZ+6c5Jnr65zYMR9awN30GVhot/G5eUgcqmMk9P92E1aVAoZyVwZt1VPmw7b4SwXF4Mo5bKup59WSShZ4P8+dZ2FrQSHxry02x1+6s7JW3Yv/liWfKlGqdpAIhGQSyUoFBLOzW9zYMTDib19TPQ5qDdbZAoVrqyEUCkU9DrMHB3vYchjJf6q7YlerWTRn0CnUVIo1Tk62YNKo8dfUqKoZNk3MUoxFWE9lOblm356HEa2XhXXcqkUp0WPP5rl3FwAlULKWjCJRBBI5ysUqjXWQymyhQpmnRqZTIJaKaPdgXSuggSIpIuEk3kOjnrRa5QoFXLS+Uo3dq9QJhBO8DP3HCKeyjPgsWLQqZjdiHJxYQeTVo4oiqSzJbajWRKZEi6rkbsOjpBOpUHdJp5MsxyIkclVuBw5z71HRrGq1dh9HnSyFrlCmSvLAZDKqdWblIoFjk2NILY7LKwHGJ06hNfr5fzVm2+IKtxlF3ibgu+uu+7iC1/4AolEgs985jOcOXOGL33pSz/UYkU8HufDH/4wpVKJvr4+nnjiCSYmJt70e9vtNk899RS/8zu/w+XLl28tewiCQKvVAroi8LHHHuPZZ5/lj/7oj/ilX/qld3y2XXb5SeXNrFYADu2f4rHHn2Rlde11gu/NotHecoEknELtGOTq8s6ttI1EKs3Fm8ukSyKFfIZXzp3HoFYQTuZw203odFpajSZb0RyZUp1SrcVwXx93HZ3AbNQjkYgoFQoSuQqTw7301EWy5RaDPhvReJpQMs/CdpLlQJJGs8nP3r2frz47Q1MU+fCJCTwOC9u5Nq2OhEK5zlowxbBTw5RHjVGnIpHJMeKzUqw0CKcK7Bty0e8yc+bmNldWQhTKNRKZEgq5lOVAgpbYYbzfgceqf7V1KCGYzFNvNVnYjhPLlmg0RUKJPGa9huN7e3jy0ipqpYL9w3q2Ihli6SJ7euzkyzXmt2IYNEpaLZHVUIr57Rjtdgd/LIvdpCNbqKJSyLBbdJgMGhY2Y/hjWSq1JhJp94P5Xz51HZNOjUwq0GM38sDtYxwZ8zHWa2dmLcx6KM3eQSeBeJ7RHhun9w8ikQAImHRqbAYNRq2K8/N+PDYjkXQRiQTS+SrpYpWdeBaNUs6RUS+XloLMbcVwW/XotSp0aiXb0QxiG9Z2UqTyFZ67so5Oo8Rl1XfTNzRKQMlGKI3Y7nDf0RG+dWYek1aFXqOg0VITiGUZcFtY3UlydtaPSadGrreSqZZY20mhkEs5caCPhkfOZjDBciDOYy1RDgABAABJREFURjhNLFOkUm0il4psbMbw2U3kihWyxSrFSoNIKo/Y7qDVdJdTfumBoxwZ8/HSjU2ur4QpV1u0e9pEM0XmNqOYdWocJi1roRQqhZxkvsxDL8+RLZTwOYz4bAbS+a733vRIHzqVkkJNZHEzjD+SJJUv02q3+eipKWwmLe2OyOLGDoHkIrOrW4hSLaVsglPjdk5M9SN22gSjSZRyKYMeCzfXI8z5E9gsZhZ3MoyPtik3K+ht7lvmym8WVbjLLvA2Bd+dd97J4uIiv/Irv8K3vvUtvvWtb3Hjxg2++c1vsm/fvnf0wl/4whfIZDIIgsDf/M3fvKXYg27r9v777+f+++/nD//wD/mN3/gN2u02n//85zl48CCPPvoof/EXf0E2m6VWq/HLv/zLFAoFfu3Xfu0dnW2XXX5SeDtWK9Cd17tw1c2TZ6+h0pu/ZzTaWy2QHD31AX5ubIyVlRVWlhZYDu+wse1HLRX5wO17yeSKLM7PonIZKJRLXJlfp89pRCaTEcpUUGkNdFQSbhswM9zjpFhpoNJqGB/qYyeWpFhpoNOoiGez3TbqoIv1SJ5phZZ6rcKw10a5ISK2uy3LQ3u8lJtgaIFWreguVxTTZBIxRo8dYckfp9EUqdSbWPQqYpkyNqMWjUrBB27bw048y/NXQ0ik4DDpODruY9hnY3UnRTRdQqeScyOZY3ErwR8/dJHxPjsui56xPgc31iLEMyVCqRxSiYTjkz3UmyJWgwZBImAzadk/7ObaapjVYBK5VEKfw8RKKMn1lTBjfXYS2TIOk447pvtJFyqIsjZKhYxwKo9Bo+LbryxxcNRDpw3RTAGNUoHYaTPqs7ETz5HKlbHo1DjMOg6PebmwEGC8186w10Iwkadca2LRqylVG9iNWupNkX6XiVK1waXFHbaiWTxWA2qFnJ8+PYXHqidTqrESSGHVaxj22ag3W5SrTaQSgXShzJExH+cX/LjMeurNFolcidFeOwKwHc0y3mfvVlI7EEhksYW0GHVKPDYDW+E0LouOma0k0VqbQDlEu9PBqFEhNCsUkxE0KhljfQ6aLRGTrhtNtxlO06HD9JCb43v72AimQBA4PO7DZtBQb4rMb8ZI5Ep88PYxVEo5d4j9LG4nOL/gJ1eqolHKGfHamB5yUa41WdhO4LSaWQlmmd+KMT3gpI0Ef6KI02pkJ56hXK1j0mtoU+HgqBup0CGdr3BgxMtt00NoVAouzm1xYNiDXpOlKZXT6zYSlhTpdVkQO200Chm9DgPzW1EyhQojfS7qEhX/9df+BX/29WdYCWbRaZSMO4Z2zZV3+b687Zau1WrlG9/4Bj/zMz/DZz7zGdbX17n99tspl8vv6IUfeeQRoLuIcfz48bd93Wc/+1k8Hg+f+MQn+I3f+A2eeeYZ/sf/+B/8x//4H/nsZz/LX/7lX9LpdPjN3/xNjh07xokTJ97R+XbZ5Z86b9dqBboibmJ0iAL6txWN9r0WSF57fGZmBlmnxgfuOEQ0kSIUjZPIV0hnsygkbXaiMLsuIZQqUm506PF48HlchCNh5pc3MBn1iE01w24juZKOR87No5JJaHckLG9HEQSBwwf24el0EGtFxEaNV26soVXL8dkN5Eo1ZFIBl05FvQNmdYO6Xc1zgRBSiYBRp0atlLG0nWDfsBuFXEK51qQpivijWTZC3Rbr+44NE0rkUSnlSAUJA24zT19ZI5EtYdap+fjdUwgdCW6rgUq9SSRdZLzPTqXeZFBhwaxTYTVoaDRF7jkyQjRdZDWYwqBVcXDETa3RxGHSMT3oRLgsQBv+1QePoNMoWQkksZm0SKQC0VSRXpeJl2e3md+K0enAhYUd/vm9++nQYbTHxp4eG26rgWS+zPxWjGAyz4jXilaloFpvUq230KqV6NQKStUGFr2WSi3HldUQ5VoTjUpBJF0kmilxZMzHv/nwMZ6+tIZEEBj2WdGq5Pzu35zlsYsrjHitqBQyNiMZWi2RWqOFKIoICAy4zawF03z56RvcXI9gM+lZCya5xzlMNFNEq1YQz5awGtVoVN2vc6UaglJH38AwXruR5UCCcrVGJZ8gUSjQrhfY47OjUcvZjmZZDiSJZYpYDRrGex3sHXQSyxbRaRR89NTEq3YwAgqZlEaz1bU6CSSYGnBRrNTx2vS4LDoaLRGVUobdpOXcnL87I6lQUqiLaDRaJoZ7OTLZS7ZUIxCKcdtEL1LBwFMXlrDolWSLFTYjGW6uh7HoNfQ6rUjlSjKlBh67iX6PHaMhzLdevMHRERtNY3fMQCZXki2VEdoiVpOeWKaMIDRJZYpEkzk8DiMvzGzj7B1GnmpiMBt2zZV3+Z78wD58H/vYxzh9+jS/8iu/woMPPviOX9jv9yMIAv39/T/wtR//+Mc5c+YMX/jCF/i3//bfMjc3h06n48///M+xWCz8z//5PxFFkc985jPcvHnzHZ9xl13+KfODWK28ls7xmpnrd1YGr10695aJGd+LlaUFBlxmLl2fJ50IM9JjZ/qjp7i6sM7zF26yGUoy1OthZHCQwYFecvkienkHy5CLgN/PWL+bVkfgxmqQPpeJQlHg4bMLVBoi4VSBUZ+NPdUaz56/QZ/DQFtsMrMeQ2i3SOcrNFotylURnQbUsib1RrObkNESkUulmHQqPDYDO/Ecj19YwWPTU2+IIAjd2bRylZ86tZchj4V4pkw42a2KadUqNCoF1XqLf/6+I/gcBs7e2KbWFBnx2Yinizx8boFiucFH7pygUmsSTBQ4tX8Al0WPRilnO5Lm6y/MYjNpEcU2W5EM2WIFj11PpdFgM5Lh8B4vKqWM+a0YUqmEUDLPV569wXoofes9HvFZ2UnksBo1fPjkJAdH3URSRfYrPFj0ah6/uEqp2iCeKWHUqVjYjnPbZPffXCGXotcqcYo6FrZiFMsNXprZZHknSaPRwmnRUyjXGfRZCMbz5Es15rYTDPusVOstCpUai/48mUKVAZeZX/7wMR46s0Cp1qAltnFZdVgMaiQSKeVanSV/glqjhVWvxqRV0m63eeLiKl67kXS+SqapRK1UU2s0KVcbNGpVRiwSjh6fJF+u8eL1TRa2Y10x6E8Qz5Uw6zR4bHo0ajliu0M8W2ayz45OrcSkbRFK5qk1WuTLNVxmDX/78gLbkQyrwRQuq567Dwzy4MuLnH81ki2czCMIUpBKkMvk3L5vmKWtKNlCmSMT/ejUSq4sBRjrdyGRSXj2yhqBWBqHzYLdbGB6wEGz1aJUKpHKFjHrVFQqJcwaGQa1glGfBZNaws21MJ51P8M+K0qlHOgQTRfZjOaQqfWcXwxRrErpG57gP/72f90VeLu8Ld5R0sZr1b6HH374Hb9wu90GoFAovKPrf/M3f5P//b//N6urqzz88MN8/OMfB+B3f/d3OXPmDNevX2d+fp4XX3yR97znPe/4nLvs8o+ZN7NYeU2Yvdm83ltZrXxnq+itNnnfLDHje1Eq5JDL6uRSUT58+iA2swGAfWMDHJ8e5vf/+jnUehN3Hp5kJxyhmo3xwH23YzEb+eI382wnK4z2u2jnylxYSbAZjFOVGjj2nhNkMzlyO/OsrG1h18oZsOsIZqrcf/cJ5pc32IxkOLVvkFKtilGnxmnSsBlOM7MeQatUkCpWiGWKVOstDox6+aunrnNtNYTVoEGnVvKeg4PIPGakgsBWJItCIcOs19AURUqVGiq5DJtRw6n9A1jNRqxGPa/c3OLySpgLc1tU603G+xzs6bFRrbd44uIKWrUClUKGXKbl9IEhzi/4ubgYoFRpUGu0+MgdE0z2O/DajVxdDt3K1hXbbWKZIr/7Ny9TrnVNnQVgetjFiNdKKl/m0B4vaoWM1KtCN5EtUWu0cJi1RFIFgsk8A24zN9ZjfPmZGQY9FlQyGYvbcWbWImxHMkz0ObEYtXzkpJ3FQJxep5FsqYpBrcKka/AXT11DgoQ79/VTrjfJl2vYjFqOjfdyZSVErd6dt1bIpMSzZf75fftRKxXEM0Uq9SYus47F7TjjfQ76XWYo1UhmS/hjGYLJIi7fAIMmCe1Om/WtAH1mKbdP9jDZ56BSb+GxGV9dSPFg1qn48rM3aCiaTA26GfFakEokzG1G0Sjl1Oot2p0O1XoTi0FDrlQlV6yxEU6j1yjRKuXs8dmot0Q6nQ4T/S76XGbsJgMzm3Hm1hN86OQYHpsRiSAQCMcZdRu5fWoACR3O3VxFLZchkcv5wMn93LF/kL99aQaVQordqEIlE2i1mrRFGVqFhqJChstuQSKVc+rACNuRFE9fWuTYRB99zm7Ky+WlEI2OlA/cezef+vhHOX/1JuGKYlfs7fK2+aGydD/60Y++42t9Ph/Ly8ssLi5SrVZRq9U/0PW9vb3s2bOH1dVVHnrooVuCTyKR8Fu/9Vv89E//NACPP/74ruDb5SeS7yfMCtk0+3y9r7vmraxWvrNVNDMz86abvN+ZmPF2vAB1BhOLM2c5fWDolti7dY5Xc2evrga5eE2gWMyzt9dKaMfP7FITT4+PUCzLoy/Pks3lkBmc/LvP/S4HDhxgfn6eay8/hehSENxe4659/azGivh67Ay4LfjsRp47e5mvvTDLiM9KS+wQzxSZ3YwSTuZxmfU8dXGFcr2BQa2i0WrjtOgJxLMo5FLMBjUb4TSJXBmVQs7kgIuJPgeZfIVcuUqr3SGWKZDOl/mjb53j2N4BxnodHBrvpdmGnWgGuVSg32OhXm9xaNTD+fkAc5tR7EYterWSZLZMs9Xm2HgPwUSBer3J7Xv7iGdKqJUy3DY9L9/0IxXg+lqUp6+s3XrvDFol9x4ZodkUUchlHNrj472HR9AqZYSTRZK5EvlyHZlUgkYhJ9epopBJ0aqUGLUK1oJJlv0JOkCnA81WC6Vcismg4tT+Aeh0CCZztMQOe3rsbEczTA+52Ain0KoUBJMFWqKITq3EZtDisRvwpg08/MoCLbHDyb39DPosKGTdrWinWY9Rp0StkLEWShFK5hjyWrEaNGhUcurJAsVyjX6xRK6oZXNjk1G3Hr3GRL3RolJrIpVJGO2xEYhlODe7hUwqQSmXMT7gxG3V0+e2UKk1cFn1FKsNDDolUqmA1ahBbHc4MdXP+Tk/aoUcu0mH16bn3LyfVrtDrljD5zBRqLUo1DqUOyoG+9wc3zfKsakhBImEbzxxlosL22yEEhgNBpQyGWIHDo0PcWTCx82lDZRSgWq9hcusJ5Mvk8wW0alk1BstVgIJDoz1sbQdpdeq5uRUP09eXOHGRpSlQIL1YIpSXeTk4f30WtTMLy7vLmfs8gPzQwm+H4a77rqL5eVlarUaX/7yl/nlX/7lH/g53G43KysrzMzMvO7xBx54AIVCQbPZ5OLFi39fR95ll39UvJXFymvCLFtsver79XrezGrlO3mrTd7XEjNWlhbeluAbm9jLS099G43y9b58pXKFzWAUq0HFXcf2cdcdx/nzr3wTiUIFMhU317awWqycnB7CdudeVreCnJ3zs7W5zvLyMg9+7StYVG3qzRbjPRaCJSg2Jbj1aow6JZM+I3MGFVdXgtQaTVaDSaq1JvWmiM9uoNOBxy6skCtVmex3olLISBXK9DnNjPhs7B920253OL8QYMmf5OhEDya9Cp1aQWKlhEQiodlqc2JqgAGPhZtrIS4s+BEkEs5cW2N6yEmt0aLVElnaSbKnz879t+3h0lKQrUgGBPBHM9hMWnodRuY340ilAgqplJYo8uTlLZpNkZsbUS4t7VB5taoHcGyih//3EyeRSKUksiUiqQLroRSxdJH3Hh7CqFOzHZURyxQpVRoUKjWKr/5Za7ZotyFfqqNUSDFqVDgsWhRyGWK7jValoNPpYFArGfRYWfIn8Fh1yKRS1kIpqvUm/S4zUqkEl0VPvlRFoZBSazRpNkXUSgVTAw6S+QonJrseg/FMkc1Ihnq4hUGj5MCom1i6RCxTJFduEE504+NcVj1yicjpYR2ZiJQ+lxmTToVCKqVUa6B6NflEpZATz5VRyqUMeS1M9jtYDiQYcJtRyKV4rd2ItoXNGOVak2KlhtOsRyJAsVrHbtLy6PklDBo10XSefLnO0Yke+lxmOkA1WqBeq2DTydFq1NhtZjLpDCem+lgNxJlZC7F+eZVIpsxH3nOE6fEh1oNhArEMB0Y8ZIt1nri0Qr3ZQq2QkSlUWFWncNsMnJhwc3bWz8NnF2m3W9hMerKVJrFMEaVKzdSoG7lMSjie5InLa5y458O7yxm7/EC8a4LvZ3/2Z/nTP/1TAD73uc/xvve9j76+vh/oObLZ7i+raDT6uscVCgVjY2PMzc2xs7Pz93PgXXb5R8b3E2bxpQjroSQT3+WX92ZWK99JqZDD5vO+6d/ZLObXmb5+r5by1NQURmcPl+fWMGqV6LQaSuUKiWyJcr2NUa9DqndwcGqcldsO4zVK0WlUmHUKTu3v5+D+SQDkkg4KjZEv//VfoldJODpoYN+Il6cuLtGUaKjWRVQKOTqVApe6TUfe4a5Dg1xZCWIzarCbtISSBWY3o6iVFo6Mezm5r59rK2HK1Qb1ZovpQRe9DhMAPU4T/S4Tgx4r//fp63z9+TlOHxik0+6wEkwhlQjo1UoO7vEiEbqzcH/68EU8NgP9LhO3TfZSqTZZDyeRt6Q8cXGVXqcJiUTg6SuraFQKZIKEptjGH82iVEip1Br85796nh6HiR5HN32kx67n4quepBJB4F998AgfPz2FVCIQTOSoNprdTN9Agldm/Rg0SvQaJTuxHOlCFaVcSqcD7XaHl25uYzNo8Mcy7Bv2IJGA2O7gsRrpd5uhA/1uM4lsiVyxylS/i1KlwSPnlnGadVRqTTZCGZRyGSem+7EbdYQSOVRKGR1gKRBnyGPBbTMSThVJ5EtMDg7S7zLjc5iIZ4pkChUkgoR9o31Mju+h2Wry2PPnmOx3MOAysxRI4LRokEgEavUmVbmMYCqPUimnoRCRCAKxdJFytUEsXcdh1rIVSZPKdTN69w270KgU+OPdzdpBr4UBl5lyrcHZWT9ymZRas1txPLzH82o0XpF9Qy5C8SwdQcLg4CC5Wge9HJa2I4z6bJQKWZRyGccme3Gatfhjl9Go5GQzaQrFIrWmiMtuYajHTbFc5dKCn81Ihl6nEX80zYjPxoFRL7liGY1cYCGeYSOYoFprolSpOLpvjIOTo5TLJc7c2ESmM6MyOn/ofOxdfvJ41wTfiRMneP/7389TTz1FKpXi9OnTfP3rX+fYsWNv6/poNMr8/DzQbeN+N1arFfg7UbjLLv9UeStR9WYt29ewWcxYjEWs3t43+uV9H2sHncH0ppVB6IrF10xf386s38988lM8/+jX8KdqqAoNVCoNvcMTZEo32A6neO/Bron62MggM9ev0W5UGe93o9d0TZBfE4iZQhmnFu45MY3dYuqaKducGDRK7CYt4UQGbSePU68lme8aAOs1Soa8Vt57eJhrqyGMOhV3HRjq2qGshBjtqXP7ZC9/8dR1FDIp4/1OzHoVgViO+c0YsWwZu1HL4nacfKlGuljBqFVy37ExbAYt7U6HSq3JkxdX8NmNfOTkBIv+OGq5jPccGOLpywKrwRSlWoMrK0FWAkmaoojDqKNab3ZTFBxG9g972AynSOWr3QqaREKiVsZjM/Iv33+ILz9zg39+7wF+7RMnUSvl5IpVVoJJiuU6+WKNar1FKJHlfz9yGbtZS73RQquU02p3WN5JMDXg5KN37kUQBJotkYOjHi4s7mDQdGcVfQ4juWJ31tFr17O4neDaWog9PTacZi3PXFlnO5bFpFORLlRpNUU2wimk0m4KSKXWJJWvMjXoQSGTopBLubIcos9hwm7WUqs32Y5myFfqSJR6zE4fHUFKslhGptLT57RQaza5thriGy/N0+l0yBSrHB7zEkrm2XzVrsWsV7McSLC6k2TYZ+W9h4ZxWvSUaw1m1sK8cH0Dk05FudIglMpzcI+HrWiWfLnOsYke4pkC66E0/+L9+xn0Wvnio5eZHHCyd8hNPFvBYLQwOTHG7MIaLouRRgu++tQFeqwapoa6Z3n2ygqVWoOfuWs/V5b8BII7yGRKao0m8UyeVLZEvSXysbv2cWyyjwdfnKFSa7ARzhBIlsgVS7RFkbFeB2a9hv17+mjTXXIst6TceeI2+nu8u7N7u7wj3jXBB/B//s//4ejRo8RiMQKBAHfccQe/+qu/yq//+q/jdrvf8rp2u82v/MqvdFf8BeFNkzVEUbz1vbvs8k+V7yWqNvwx9ri1TIy+8f5IZbIYzdY39cv7ftYOYxN7mTn3zPetDM7PzxMPLDPitRGKxFhZ20Cn0zHgsrEeWGZ+foADBw4QDgUJvnp+ndmMP5LkldktzAbdrTze15ZJnnzmGdR7fVyer/Lk+UWi6TyVlsC2P8jhETvZbI58U04mk6XZbFGodPCYZEhqaeY3JIhiC1FssxnOYDdpef76BhaDmo1Qhn1Dbkw6VVc0BJM4zDpMejVWvQZ/LItFr8Zp1vHUxVUaYpsDI256HUaMeiXbkSySDvz8+w7jsOgplGqoVUqC8TDBeI77bx+j12UmU6yyFc1y574Bfvr0FI+cW2J2I0ql2kQpl/GxOyd5/217eOSVJTx2I71OIzc3uu3HiQEHgx4r1XqDYqWOQibFYzPwqffu73oINlqUqw1S+Qouix4JAgvbcWrNJnajhkvLIbQxOQqZlD09NvaNuAnGc2SLNZ6+vIZaJSdbrPLU5TVWdhLcOT3AzHq0mx0rlTCzFsKkG8Jp1lEo17AYNJRrzVcj2FpoVd3Zxr98Zqa75OA0shnp2qOUai3UKjlyuRS1Uk44learz91kT4+VpthmK5anrTDgdljQaRSk8iWWN0IYlR0sRjWBWB2VQk6l1mRqwMn8dpyvPnuTXqcJg1bJzfUI6WKFtZ0Ubpueuw8MvzqLZ8CkV7N3wMnTl9doil2Llb39LpRyGT12I2qljGAix5mb2xwYceO0dAMFStU6E/1OxvpcaFQ5UuU2ckmHPpeZzWCE4V4n1UaNnViNXKFCq90mX6xxfKqfoxO9rAQSXFwMMdbvplwscX6uTCSVp95oMtFnw2c3MOx1cObGOnpdnYl+E9FkllKlzu3TA/gcVk4dHkMhkzK3HuIvn7qOzdO3O7u3yzvmXRV8Xq+Xp59+mgceeIBgMEir1eL3f//3+ZM/+RPuv/9+7r33Xo4dO4bT6cRgMJBKpTh//jyf//znXze396EPfegNz51MJgHQ6/U/sp9nl11+1HyvOb3AX/0tF28us3ds+C2F2ffyy3sr3jJJ47sqgwtzN0nHIkirGUZ67Nj6fKRyRdY31kjnayzM3eTgwYNvKjoPnLyPYmKbfLGEzWK+tUxy7eY8T1xYZNDnZHzQ262I1ItoJA0cBiXUC8QKdarNDiq5hEg4SHynjlGnxm7ScH0lzKI/zk48x0S/neVAigfPLKCQSelxGPHHsgRiOaLpAn0uM5FUEYNWSaMlYjNqCKXymPRq9o+4sRt1BJM5+pxmnGYd/miOXLnOfcfGOD+3TSpXYmUniUQqwWc3YdGrOTDi4sLCDl97YY7RHismnQq1Uk46X2bYZ0WvUZEv1XBY9Cxsx7EZNejVCm6sR/iLp64z7LHyqx+/HQSot1rYzUYGvRZeuL7B5cUgdrOWXme37ZvIltiKZfjQ7ROUKjXWQikeODGOUirh+nqUcKpANFNkot/BRL8Dr83IlaUgBo2SyX4XR8d68NgNXUuYQgWdWsGV5RAGrZJsscpqMMV2JA0CGLRqDo334nFakaq0pLIFLi5u4rPr8bksRDIlnr+2zp4eG0atiqNjPvyxHJeWQwRTZbQmB3v6NbTbHSKpAslEgko+yYm9faTzZQLxHIVKgyOjHuotkSGPBYkgvJrXWyCRLXd9D/UaDu3x0Oc2Ec+WyBQruK16NEoFLbHNyze2USll/MsPHCGcyvPc1XXCyW7ahlwq4fbJXtaDSUq1JvlyHbHdpi2KaFUKYpksq8tLWHRyzkQzrAeTTPQ7ODLuQypImNuKYtSp+NCd++h323jP4RG++Pg11iM5dDKRWKZErVbHZ+sK5nQ2z6DHCIq9xAstvv3KIluhJMenB3HYHOh0KubXQwhALJ3Dqlcxs7TB+z/yid3ZvV3eEe+q4IPuL4+ZmRk++clP8sILL9DpdKjX6zz88MNvy/bFbrfz7//9v3/dY/V6nfX1dQRBoKen5x/q6Lvs8iPhB7VWgW7L9vSRvTx5YekHbtm+nTOoNDrU1l52io23rAyurSyjb9f58OnbX7eFOzFU4C8ffom1lWXgzU2am80mDz34Tf7T7/85zXIOAZEOUrajWdxGFb/w8Q+wtrFNPBbjY/ft5+vPXKVUqdFjN2A3y9nOtqFWxjdiZyuaZtmfJJlTo1LIUCvlmHQqpBIpnzg9hT+e5fJyCONKCIteTa5YQ6fp/gwmnQqLQUOp1iCZKxNK5NnTa8NjNVBrtuh0OvQ6TeSKNaQSKWdvbnFisgdRbPPgmVkEQKOUk8qXMeq6TgQfuWOSmbUI/miWua0YcxtRDDoV+0Y85EpVNsJp6HQolGu8OLPJ+YUA5xe6s8hzWzHO3vTzgeOjlCpdPzu3VU+/20IsU0QukyCRCCSzZa6thGk0WgSTOa4uh/DajYz32rm2GkYiQLXeot9t4YHbxxn0WPj2K4v0ucx87NQkl5dCCBIBr92AxaDhxnoYpVxGsyVydnabWKaEsBlDEMCs11Cs1Iml89x713FuOzgNwOPPniGXilNtNBj1WVjYjNFotLj70BB2sw6NWoGg0mN2KciWqmxHMpRMGsRqAaNKYHrQTTJf4eVZP3qNCoVMik6rpN4QuevgADp1N3IukSsTSRV4/MIy0WyJYa+VsV47tUaL8/N+rqcKqJVyxHYbj02Px9Zt88bSRQ6NevnQiQmi6Tzn5gKsBVP4o1KUSgVWk45YtoIgldNslSmUK9hNWqwGJS6zlki6xLm5AMF4jr1DLqQSCVODTqRCB0EiJRjPki+WuOvQHvo9ZmLJAtlKk9mldc7ObiORCuh0Jn7+4/dRrTf4yoMC5VqTo1MjuJw2yrUGuVKNaq2OKErR6E24tb7d2b1d3jHvuuCD7rzds88+y1e+8hV++7d/m83NTTqdDoIg0Hl1KPk1BKGbD9npdLDb7Tz++OOYTKbXfc9zzz1Hq9VCEAT27t37o/oxdtnl7513Yq3yGi6HneGhAQ6eOPUDtWzf7hnWQztYfaN88p99+k2fq1gsMtare4Plis1swGvTcXWn+D1f88bMDNV8khGPEaNOQ7ZQIRQOky9KOXP+IuvbYaZHfQRi6VerTjWMWhVuqx6pkGHZ32Cg10YkVeBjp/YikQhIJRIMGgXXVyPEskXec3gYiURg37Cb9XAGq6FbZZJIYG4jSqlWJ50v02M38K0z8wjAial+kvky8UwJnVpBoyWiVsrpd1s4O+vnT799kVK1Qb5U5Z7DIxTKdRa3Yxwb92HUqdFrlNy+t5f5rRjPX9/gtr19NFsierWSEZ+NpigCTaYH3fzXv36JQCx36305OOrh0B4P9YaITqPEH82QKdbYP+yh0WpxYz1CqdoAQUAigNOsJ1+qATDstXBpMUil3uSTd+/jynIIq6ErQjdCKc7NbXPHvkE0SgU2o4YlfxyP3cCg20KP3chSIMH0kBvTVhy1SoFUELi5EcVuNnBwj49ouoBapbmVznLfXSf56kOP88jZGUSxjVTo4LbqWdyO09mOY3P56OvxolLICSfzLGwE6TMKxFoCV5ZDRFIFjFo1cqWKmxsR5FKBpy+v8Z4DgxQrDWRSKRqlHJtBSzxTxGrUEs92c43VSjkWg4axXge1RpNCtcFWJI1GqaBSb/G152fZ02vjE+/ZR7ZUxWc3YjPpmFmNMOizI5FIcbVEkMh44uIKyWwevUpO3WFhdi2M2ajlyEQ/pWqDiwvbWPQanBY9XpuefKHEwyvXWNyO0+s0s6fHjMNipN5oY3MbQKZiYzvAy/MRhnwi1fMz3Fhc5/L8BnJF99wDLhPFSh2lxofX52PTH6R0YxtD/+Su2NvlHfNjIfigK+R+7ud+jk996lN8/etf52tf+xovv/zyG6LbOp0ORqORT3/603zuc5/D4XC84bn+7M/+7NbXp0+f/oc++i67/IPxTq1V4O/m9H7Qlu0Peoa38t0zmYx0qFMqV9BpNbceL5UrdBAwmYxv+ZoPP/ww9ZSfz/2bn6bP66LRaHD20nVoVVjejvLYS9eQKDSozU6cxq7Z79XlIGdntzm4x4sAbITTRNJFzPquyNIo5CwG4oSSHcx6NflyjabYplJuYNJrCCY2WQkkmOx34jTrCCXzfOOFear1Bh8/vY8zNzdZCsRRKKQcHvVRrTeRSyWY9BoUChlrO0lGeqzUGy3qjRZmfTfl4a4DA3zthXm+/MwNJvq7ebrJXIVHzy9h0qn51x88wsx6hNn1CAf3eLDoNfzZo1f40uNXqdRfNVIWuoJtyGMhnCxAB/KVGufnAt0YMKuOXke3bZwpVImk8lxfDSOTSjgw4qXPYcKoUxOI5Zjs7xobX10J4TTpubEaAQFcFgP7h9wYdSrcVgNroRRnb2xRrtRf3RjOkciVqTeb7O1zUqw1iGZKDPc4qNYaPHVphX/3376I02rG53Yw2u9h2Z9myZ+kx6FHLpPicxg5Nt6Dx6onXBII5RqUqw0UnRrSeo6nL4UY7nGyd7SP2/f2YTeqeOSlGXQqGYf39LAVSXdnJMs12u0OSpuecr1BOFVAbLeRy6RcXQ5iNaiRCBKUChkHB7xcWQrxypyfUqWBTq2gUm8w1mdjfqvr8GDQqpAIErQaJVvRLK1mE5VSRkOEYrXF8naE8T4HCpW6u+2sVjAx4OLwRB+JTJGF7TgymYxYukCx2mArmueOI5PU6k3qjRZWswlPTz878RxHjx0nnS/zF3/ztzxxfQfjRgGxWeN9991HOBTAH89z27Qcn0tHKJYmHImythMnU+twdGK3gLHLO+fHRvC9hlQq5VOf+hSf+tSnEEWRtbU1AoEA5XIZjUaDz+djcnLyTTdzX+PTn/404+Pj3Lhx44cyh95ll3ebfyhrlb/PM7yV797w6Bj12AqzK9s4zLrX2a7UUTI8+nf+e9/dMn7kkW9zfNRKNBYn4N9hIxCmWs6jkgoMOM1kWwoMxq5g1Gi0FFsdju/tYzmQIBTPsx5OM7sR5fhkHx84NsrcVhxRbFOudX8B5zodOkAqV6ZDh1SugkWvQasSKVRqiJ0OIDA95GJ+M8b/feYaAw7zq3YjBXzWIs12G4VMikWvJlusMrMWptNpU6w06HWaSOUqSKVSbCYd//qDR3j47BLn5gNEknnK9Sa1eotDe7ysBJKIrTbZQo1nr6xzcSnI89c2br03cpmE0/sG+OTd3WrUciDJVjSDRBCo1ps0xTYXl3bIleuv+gi2KVUbiO0OJp2CXqeRTLHCtdUQlWqTVksEOpSrDZYLCbRqJR8+Oc43X5yjXGvQ6zCh1ygp1xpEUnlWAkmWdrrmv+85OMTefidmg4bNaBqFTMpGIE691eK+o8P4nDaaYoeba0H+4uos2WKZXpcRmUTApNNgN2rZ02tDIZPhccjQxppsB4KspxJIpDIGXGb+n08/QEeq5LmzlxDEFnazlkOjXib6HXQ6IrVGk+khJ/5oju1Ii3ShglIhp9OBar3J7GaMQqXBsYkeRnx2rq9FubQcxGHWMeRV8uK1DQSJhES2zI31KDqNApNWjcWo5cT0EDNrIS7MR+l1mMhXmwiChHa7zd4BO0NuI9vhNNVGA71aRqlS4+4jwzx2fgWdTs9zlxdZCyY5uW+I04fGePnaItdXQowMDzPocVNrtEgnEwyO7OHIsWP88sn7WFlawKtpcPzQNN9+6gxnz5/jTx88w95BF416nfVIlprUxKE7792d3dvlh+LHTvB9J1KplPHxccbHx3+g6z7xiU/wiU984h/oVLvs8qPj+3nevVNrlR/2DKIoEg6HiYZ2ePHqKsAbsnQnp/ZxLRNBZ/ORq5aIFXKoVBp0Nh/tZJvJqX3AG1vGZreL59olZKKOTCpBr9OCVtakLRVoymR4+wfppEr0OE2sB1NYVB30MpFStcXUoBuFQkqr3cakVRHNFMiVa+jUCkw6FUMeK3ObEWY3Yhzf24vdrKPdbnN5KYhKIWffsJtDe7zYDFpKtQalaoPxXjsPvbyAyaDmyLiPdLHK9fUwHpuBbLHKciBBNFMkmSsz4LaQLxc4PtmLUatiyZ9gasCBSa/h1IF+BAl4rAb0GiWb4TQ+u5FCpU4kXcBqVPGFRy6Tylduvc92o4bhHhuf+dgJbpvopYOAP5omnS9xcXGHSq1Bv9uMQatCJpGwHkojAHcdGOLeoyM8dGaBpy6vsafHznifg0Aih1GjZHYzRiRVIJ2vcM+RYejAxICTpUCSI+M9qJVy+pxmJJJu9+XGRpTpITeHx3uwvGp/4o/lQRBodzrcdXCI8T4ngkyBzaRnyG1ELRdIZEr0uc0s+ZMM9boIJnMks2W0agXlVBN5u021UmZhK06tKXLq4AhmvZqOTIUAPHtlhT0+M4IAi9txHCYdgViWiT4HcpmUnXiWVruD06xnphVh2Oegz2VEKgjkSjVmN2No1CrqrTYnpweZWQthNmgw6dT0Oc2M9dkx6lSUqi1qYodWW2T/iAe9RsXhsR5K9Q6BWJo/fySGP5pl2OvAbTewE8uSzJWxm/XkSnV8DhNOiw6HxUAglkepVHJ9OUBbosDq7efqepx8vUNHbDG/FWU+mLt1f167dA6bz4tcLucj7z9NX4+L585e4rkbQcqVCnVBxf/7W7/MgQMHdtu5u/xQ/FgLvl12+Unn+3nevVNrlR/mDKIoMjc3SzmboFXNM9bvwqtpvCFL97Vt3utrr87+uftJZbLcWA6Qb8h49JGH+e+/8x+JRaNYtTJ++v2n6HHuQWy3cVl0OE0a2o0qmzshbAY1Wp2eaAlKlTq1Rgu5VEIxHeOlixEmBpy02x06nQ4b4TRymRSzTsVOPMdfPHmN8V4HGpWC7WiWzUiGZK4rMtQqJUatko1QGotBjd2kQy6VIpNJMGi627k6tQKdRkk8U2Kiz45OpcCoVVKpdv3TyvUmoijS7sCQ18qIz8aeXjtuq56vPT/LYxdWmOx3shXNEIhlGe93MN7nwG7SolUpmBx0ovTLwG1hPZzlyUurSCUSJvrtDLot+BxGoEOmWKHdbtMSReQyKU6LnkYz1PXOG/HQ6zIhit2qo8PctRbpc5nJb8a4//Y9KKRSZBKBjUi2u+jxqpmx3aRlM5Kh1WpTqtb5s0cvs3fQiVoh58Z6hLVginypzh3TA6zuJClXG0TTBYa9VqqNbmKESqmg1e5QK5UQWw00coGTU31cXtrBYDAwMGzC7bKQSQT5P49fYcRnx2HSUq03ub4WJpYpkS3VmCqUePjpM0TSJWr1Bus7MTxmNX1OI42miE6jJpEr88LMBk6zju14lk4blgMJhnw2pBIZc5sRHEY1PocRpVxGMltCIkgoVJpkik2OTg6yp9dOJJGlIbYxaDUM95m5OL9NqVzDH8syPtRDtdVhZTuCRiXhfcfHSWRKOK163DYTKmWQrXCKaq3B7EaERK5CLJ1nwGOnUG1iN+lotZqYLA5+5r73s7oVYGV9i/mlVaqCjp//yN/dn995f8nlco4emOLoge4HtbOXrhOuKDh69OgPfR/vssuPleCbnZ1leXmZXC6HwWDAarUyNTWFx+N5t4+2yy7vCm/H8+6dWKv8oGe49vJTGDQLNKolYtEIxVyagT4vlabAXSePcnBq/A0zfXK5/A1iVKXRUWzKCazMomjlOT1qYlVRxmfTIRZjPP/0o0QTGdwmJaFEBptRSbncpCWxUG1JEGjhj+XQyCEb28GskbAeyiKVSIhli2hVCkZ7bPjsJl64vkG10SK02a3ONFrdzVeHWYvVqCWcKlC5sYnPbiCZLyOXSxEEqDVa3a1bqYBZp+ZmuUa90SIQz7GTyPOeg8Oc2tfP9Y0ItWab1Z0EYgdGfTZ+5q4plvxJVoMpxvrs3HVgkKurIS4vBbm5GaXHYezOnslkIMCiP87kQDdJIl2o8Du/dA8tsY1GKWfQa6VUrdPvMtNoiOSKVRKvLiUMeCxIJAJ//exNBAFkUglCBywGDYIg0BJFmq02aqUch1mLw6RjcTtBud5EKhG4Y2oABIimi93ZNZWCeKZEj81AvtpgdiNOJJVnyR/HbjEyPezi7NwWmUKFHrsJvVZBv9vM3GaMsV47bVEkkS3jtemRSkCt0SCRSlDqzDRlBkz6DplSFZvDhbmcoVipEU0XqDda1Joiwz02KrUGMomEcrWGtNOi166j1GtnwNOtYNKBPrcZvUbBtZUwz13bYHUniddu5MCIj59//xHOzwdYC6fZTjeY2Vij1WqilMtRKqVsRTJU6i3uu22CySEvsdwS19ZiRDNlRvsaBKJplgNJpkb6MOjUbIVTlBsiDpOa6UE3DwUXeO5GgLG+Onq1Dn8iwGMX1yhUGuwZ8HBs/ziCVEahraLYEjk9Mkyh0iCdTnFwapxer4tqW8rBk/e97l59u76Wu+zyw/JjIfi+8IUv8N/+238jHA6/6d/7fD7e97738S//5b/ktttu+xGfbpdd3j3erufdPyRjY2N86xtfY2luhsNjPmS0KBTyfPOpbTQmJ58a6gfefKbvNTE6NTXF/Pw8zzz1BFfOvYRDL+Xu43s4fXQvf/PkRQ6NuqmUy1xd2qZZrXBgvIf1UIpXZv0ojE6szRrlWoNCqUa1mOM9B73Umk3cFi3xTIlkvozdpOPkdD/JbImXb25RqNSZ6LUzu9Wi3REY6bVTq9U5OOpFJZNi0HXbqtVGi5N7+7iyEiacLDDis6FWyiiW66TyFZZ3Uug0Sk7vG+C2yV7y5Srn5vw0WiL7R1zotQrqTRGpIHBtJcy+ERdnb27z1WduMuAyIRekrASThJN5hr0W5DIpm5E08VSRQDzHyze3sRg0FMp18uU69x4dYSuSoVCpYTcZaLbapPJllAop7U4bi0GHVCIQSRao1BvIpAJqlRy1Uo5MKsFp0pHIl1jdSZIrVjGolSzvJDk7u00olefYeA+NlvjqtRJWgylcFj0Os45UvsTxqX4S2RJff3EOn8PCB45PkMzmWdtJMT3UbXl3Oh2kUgk6TTdFwm3VkciW2DfspNFoIZfL2MnXkWsMKBUyWqJIMpVl2m2hb7APtVKBIAjkynW+9Nhl3FYDe4e8PPrKAif39fOxU9NshBLo1QpqDRG7SUssXaJSbzDZ76TebHF9LYSAhE+8Zz9HJ3oIxjPMrodwmHQcnPR0Z/FurjLqNXBkzMfEkI9zs1uUymUW1wM8cHIvwXiOy/PrbEWXiacLNFoit031U6o20et0NOoN9FoVlXqLk/v34HVaCCQKpAspgpkG8UIDQa5ioK+PvtEpPF4fH3I4eerF81xbC6OWikRz1/FHkm95z/443OO7/GTwrgq+RqPBJz7xCR599NFb9ivfacXy2tfBYJAvfelLfOlLX+LYsWP80R/9EYcPH343j77LLj8S3qxK9vfdsv1+rKys0OcyMnLoHmKJFDfnZul1mvjg3eOsh5KsbPo5ONWds/3OLN3XFjEW5m5y+eJ51JImDr2CPR49A3YtcqHNmj+CWiknGEnQ7zR0K0QCqBRSjo57eebKBv5QlGqjg0CbQiaBzySn322iUmsSzRQ5POrl6y/NUa7WWQloUcml3H14GJdFx5WlEIVqg6VAApVcyqn9E6jlAsNeKy6LjgG3hXPz24z02gjEcjx1eZVqvcnkgJPtaJaVnSTxdIFssYbbqkerlLOezJMv1zi1fwCZTEqx2qLHYUYtF5jdjJLMlLn74BDX16K8cGOTy4s7aNVK3FYDVqOWfpeZ569v8mePXEYiEXjg9nFurkXYjKQZ9Fi5Y98QJp2W6+sxLCYjr8wsM9bnQK2Uo9MoaDRFFjZjPD+ziVwmwahT8dzVdVwWHe12d6P3tSrhViSDx6bn8fPLyGVSHCYt+0fceG1GVnaSDHss5Kt1rq2F0am7Vb7taJZqvYXDYsCoayCTdDi2t4+ZtTCDHitmvRqzrpuq0Wi0uLkRRdJ1yyKZKSJVqolmRLYTZUSx61O47fejble4slCi2O/AZTVQf7U6qlbK0ShlyIUO0VSOdLbIzfUQpXKVEZ+N62thLi7uYNKpiWUKyGRSbqxH2I5m2TfkJVescmlxh8XtOA2xwx0Hx7BbDJy9vsSoz8Ztewc4fWiEscEe1naSKOUSvHYjdquZXred/ZMjVBst/s/XnmAxkKIsyvF6HQzQIBzXkExnmN2I8r47D7N/tIe/fuICDqOKQdcwU8Megpk6PS4LSpUKr9eLVCrlgXvuYH5lg5fOXWZlYZX3WIbf8p79cbjHd/nJ4F0VfJ/5zGd45JFHbnnrQVfkmUwmms0mpVLp1uOvicBLly5x22238V/+y3/hP/yH//AjP/Muu/yo+Ydu2X4/VpYWGO9zcedthwC44rViUrQYGexDdm2RlfWtW4LvtSzd71zE6DQq9Brgzv1jzK+skmxU6HU4GXSb8MfTyCSwuB3FY1GhVSrQaRSUqg1sxm57cq9Hx/geBzZ1hz95aIO5dAuHSYdRp2YnnmNmLUKt0WLfiIchjwWpREApl7ITL9Bqd/DYjEQzZfaN+BjudbG07gc65Es1jDoV/U4zcxsxTkz38+yVNR48M8+5OT8ymQSjVoVOo6QNiO02C9tx4tkSgx5zVyDl6+ybmiAWiSB0RDxWPXObMQY8Fg6OunnpxgZ9bjP33zZGqdpgI5zmD751npdubN16f7/x4hyn9w+hVikw6lR06BBJF1AqlSTzJbLlBtVak2qjycJWjFypymYkQzCZRymTYNSo8EczhJKF7iyf00St0WJxO4FUKqEhtlEppLzv2BizGxEaTRGHWUupWkcmFRhWKbi4uMN2JEs0U0AiSBj0Wnnv4RGuLAW4sR4mW6qSL1WZ3QhDR8Qfy6PXKLltsoetSIaVQAqlQkayKkVvNBPLFClXmzjNGhzKOjcyGY6M93Bh3s/sRpSNaB61SoFZq+TAiIcrS0EkAujVcib67Rg0CnLFMv5YhulBF+VanZsbMTbCafb02BDFNma9mmi6wINnF+l02rgsBj71wElMBj3roTRyuYqJPjtKmcCVhW1KNRG1SkW+UsZs1BGJp3BYzVgcbnI7IeRKJW5fD8FMjVxhB7dJTapQ47mrG2g0asSWyPOXFykUChyd7CdRqLH/wAG8+TpWlUg5myAcDtPb29u9Z6fGKZUrePYc4p99+ue+5z32bt/ju/xk8K4JvmvXrvHnf/7nt6p499xzD7/1W7/F8ePHUSqVQHc4fGVlhUuXLvH1r3+dF198kU6nQ7vd5nOf+xzxeJw//MM/fLd+hF12+Yngu7d0XW4POxtLuMsVbCY9q+EQ8PqZo+/07nv2zAWG9w7isRkI65RIX7UEMWoV6JVSAsUCaoWEpy6tIZErkMkUpPMpnri4Sr3ZxGXRsbq+xUy1waDbQq5cJZouEc+VSeZKxHMllHIp+VKNbLFCudZEo1agVKjo8bpp7URRyrv2KD67kRcvF9kIp7vtVakUrVpBJFVgpMfKfcdG+fYri0gkAoNuK/VGE7NBjVapQJAILPkThFIFfHYjyVyFahOUMjlyuZxYKo0oigTiWa4uh3j68hqb0TTvP7YHj81ANF3goZcXXreFu3fAyfSgm3K9yZHJAdK5EhvhNC/d2CJbrEFbZN+QE4NWwYsz66z4U5gNao7v7eUXBg6zEU5zcWEHjVLBwVE3MpmMfLmGw6zj1P4BXpnd5sJigDv2DSAIYDVquLwU7L4fRh1mvZrVnSQalRy7Wcv0kAtBAjuJAul8qbugkSpgNeo4ONZDpVqnXGuhVcs5MdWHWa/m9r39PHJuka1Mm9VYhfpOAYNOhV7ewSLtcGk+yaI/RqXeZNBjw2LSsn/PAGKrQSyeYjWYRKmQolUp2DvoQiaR0GM30mM3cn01TL3ZYqLfRa5Up9EUGe93sLqTwm7UMdTjwmzSsbaToN4SSJXblMUaxbqIUt59f11WI5lyg0y+iFIuQSrR8uSFReh0mBjqpbMaYn49iMlkpX/Eicfr45lnn0WvlGKzmFBpdOTLVa6t7LCwus2Qx8SyP8bQxH5OnzrNwuomM9evMdWvIhaN0Nvb+4b7YZddfhx41wTfF7/4xVtff/rTn+bLX/7yG75HKpUyOTnJ5OQkv/iLv8ji4iL/5t/8G86fP0+n0+GP//iPGRwc5LOf/eyP8ui77PJPnu/0xbt+/RrtjB+dSobX68Xr9ZJOp5hd2WZzJ8zyVpr//Ht/QjiewejsYfq21uu8+0qlEgqTnnqlyNToAMFomtVgigMjHuRSCQIidx8Y5omZHZajVeSyBtJKHrEtYtGrmd9K4LVWmeh34nMayeQrjPc76HEYWQ4kcZr1iGKHdqeDUi6jWG3idjrZPzGMTCbj5Zk1Ypki6zsxiuUqGqWcWr1Jq9VGFNuEk3kEQCLAWjDFkNfCgREvlVqLzUiKQDxHplDBZtQikQhshdNshDMcGtfishkIhoO0Gk28Nj0zq2GWd5JEUkUUcglTgy4Ojrh5+eY2/+tvL9JsiQAoZFL2DbspVRvMbka4//gk2UKJJX+c7VgOiUTGnft6KZfrTA+7SOfL5Ip1BjwWjoz3oJLLKFXqTPTZyRaqKORSzHoN7U63Elms1NGpFdjNWmRSCdV6kwsLAdqdDms7KeY2Y+wfcdPnMrO6kyKSLrB3wMm9R0a4sRF99X3VoZDL6HTAolfxSx+8ja8+fZXLSzu877Y92M1awok8gXiOvYNuRgckXNossh3NcHzEjD8Qxh8rsrqTIp2vY7e06fE4qNUbRJNZlNI29WaL+a3Yra3fn7pzL4v+BNliFatRg0GrJJIqolTI8MeyGHVKLi0GCSUL3HV0jJ993+1cX9xgdi3E0f0T/MJP38fsqp/63BLHJgfQadW4bEZsTjVqrYHHnj+HzagmnEizHcujN9uRyxpoVUq0KimlYgmDtM57j47jteqwmw38z68+Q7lao1QTqYugVqtRabTYbDakUilTY8MEglFevrGEWq1EZ3bszuDt8mOJ0Pnu7LIfEWNjY6ytrSGXy4lEIlit1rd97a/92q/xB3/wBwAolUrm5+cZHh7+BzrpP24KhQJGo5F8Po/BYPj+F+zyE893++IlUlkW52c5MNaLWmdCp9PQqFXZiSb42uOv4LKbOTI9htlkIJvLs+qPshFK8v98+sO89/QJvvHI00grcU7tG8BqMfHSpVmeu7SITiVDIxcoN5pI1BaKDWi1RCQSAa20xadPDZEv1Tg7t0252uDU/gGS2QqlWh23VY9Bq+LMjW0EoYPTbGA5EGc1mGLQY+PQ5CD5cp3L85tsRNLkCmVclm7qxanpfhAEOu02CPDctQ0yha4htMuqR6WQo1HKkcsk9DjMSISuQXOhUidbqrOwHWffsJtP3n2AdqfNVjjJdjTLRK+dl2e3kUig3YFBt5lsscZLM5ucnfPfen8HPRb+5Nc/xqI/TjRVQCmXksxVCKeLSKRyJIgcHXVTqdd5+eY2CqmEZrtNPFPi7oNDHJ3spdNuk8iW2Y5mCCTy3DHVR7nWwKRT4zDrupnBChnBRJ4vPzODxaBhvM/OndMDOC06bm5EWdiK449liWdKTA05+XcfvwO7SctLNzY5N+fHrNdwccFPIlfi5FQ/08MetGolT5xf5vSBAfrdZqqNFkqFgr0DDmZWw2zEK1xZ3Oa+QwMkciVUSiUSQWApkCCRq2DUyLlz/xDNZotIMksomSeRLWHQqJgedjI54CKSLBBKFTDr1Ri1KjbCaWKZIslsN494O5qm32PjMz9zD6s7Mc7OrLETzzHotfKx958mky/Ra9OgUys5f32JoxN9OD1e+gcGeebFcyyvb9KRqTh1/DAHJ4YAuDgzz//68qNMjPTz7/7FR8nk8uwEAuSKFZ67OMu9t01y/OhhHn3pGkoanDx2gJ14jt7hCXp7e2k2m/zVtx5jYTvJ5OTE6/Kud2fwdvlx4V2r8EUiEQRBYGpq6gcSewCf//znKZVKfOlLX6LRaPDbv/3b/NVf/dU/0El32eUni+9sxxr1Om4srHDpWpuvPvICQqfN3tEB9gz1cv7qEha9ip/90HuxmAxU8ykODtq4Y7qfP/zyY7x45mUcFh0jg/08+fgsh/Z4cUol9LgdnDwq5ercGk9c28Du9KHRlJke8iB02mwHduhzqqnUmq+2Xq34oxnO3NhGKhEQ2x1imSKL2wlqjSZDHgvlWovNcJZQsojT6eR//+05VAoZwz4bH7tzH6uBMC9cX2d2XUmPzcig10woVeD6aoRMvoRaJSeRLdMS21SqTfrcZj52ahKZVIpCLmfYZ6fRavPNF2cZH/DgsZt58sIi4/12tCo58XSBuY0IRo2KerPFvmE3E/1O/v3/epxFf+LWe/uhE+N85M69FMs1bqyF6XOacVn07CQKqJRKcsUKfXYNG6EkkXQRj9VAv9tMMldEo+waQ9uNGnx2Izq1An80y+985SWC8TyH9njx2Y0IEkjmytQarVfTNtRY9BoOj3px2QzYDBruOTzMkNfKnz9+lapOwcnpAVZ3EkRSCm6sR1jyJ9Cq5ZycHiBTrHBw2IMgEUjnS0hkAs0OmK0OXJ0qm5Es68EUEgRq5SJCR+TRCyt0gI+cOsBEn51nr6yiUcrpd5nxR5IUynVsRg0/c9cUMqkUfyxLplClVGlgNmhodzrMrEcoVxtkClX29NpxWgwEE3maLTi0d5yvv3CDTK7A9NgA7zmiIhxLcen6LMVam30fvJ1+j5VXrq/w+MVljh2UURFlbIcTnJ314/N52Vcos7SxQypXZC2QpFjv4A8nmFnexmzQshrM8OhLlzkxPYDPYWZheY02EEhXuFutxWFu3Wrh5oslBIWGn//Ff707h7fLjy3vmuBrNBoAGI1vnaf5vfiDP/gDHn/8cWKxGA8++CB/9md/hkql+vs84i67/ETyWjvWqNfx+HOvkE6EuWOqh6JPhT+cYnkrRK4po6evlwODdpqlFKFcnPccP4hapSQcSzDcY+fstVUunn8Fb+8gxUqdrz72CmN9LoKJDIlchUCyjN3Tz4ERD7FMiaWtMNVcknyhgMfQz8WFAK12m312N3ajj7OzfmbWIkTSeRwmfVcMlKrotRqm93hw1QSGBvuwaKWopD4euGM/SplArlDEbpBDp02xXOfMzU1euN65ZWfS5zJTazYRBJhZiyBIBEZ6bEgFCWqVsmsq3Gojo4PLZqBYbXHP0VGuzG+yFc2SyJRY3E6QLVXZO+RidjOGx2EgmMjxoRPjLAUSKGRSPvvxE5zY28/VlRDbsRzroRQCEEnlCcQyvPfQEGtBEa1azuJWggGPhU+9dz96jYIHzyygkElRvyqaBKBYrqNSyjk06mU1mGRywInLqsNu1IHQ4cyNLRa3YsgkAv0uE/lKnWS2RKlcp1ipE8kUsRm1SKUSZFIpM+sRArEsa8E0Rq2Ke4+M8lN3TvHy7DYWvYohj4WNSIZEUWQrJ6OzkUXaLFIq5HBbDRTKVdbDKcwGDWqFggGfk1qrw7denqdYrWMxqLnnyDCZQgWPRY9aKUWnVpEtVfHHs0gE6HOZSOXKHBz1YdSpmFmPo1Kp2E7k0ahUaFUq7rp9mqF+L9V6nX/1sbuZHB8lFApy9cY88VSOpa1tXrg0y77RXrxuB1bfENvJEleXLrC8uoFSo+ee03cQK1bZjIfQ6XQcOnKUjtBhZsnPxcUQwVCYZqtFW6JApzcQTJbI10ROn76L2eUtHjt7E4tWTqnRptaR/0jat98dP7hbRdzlB+VdE3wWi4V4PE4kEnlH12s0Gj796U/ze7/3e9RqNS5evMhdd93193zKXXb5x8Pf1y+E15Y05lc2SCfCfPj0QUq5FGqpE7ED11fDJModQokcfV4nqXiEQqOJWqVkbmmdcjHHRJ+Tpa0Icytb7ITC2IwmwrE0X3joZZrtNof3TzE26qLeaDC7FsJjVjLhkFAzmLm2UqFUraN/NeliI5TGbtIy2mNHLpPhTxRRyGArlAZBgtNmIV2qMTU2wPJagK+fm+fEdD+BUASbScdWKEGzJdJoikTSBYa8Vj54YpxytUmmUCZbqiERpEwPuVEq5ETTBdRKOfF8BV1TRK7o5rf+/9n77zC57vu+F39N773vzM72XlAWvbBXsapRzZJsR4rjJLKTOLZ/17/Ij/1zXG7ixE7u78qWdCVbLqIkiiIpsRMESQBEW2AX23ub3dnpvff7xworQgCLaJEApXk9Dx/Onp1zznfODPa859PevmAUrUKGSq6AWo1Dgy0EYhleOj9LqVJBKBAgF4sZbLPjNOkwapVYDQUeuXWAbrcFpUzKEyenmFwOsG+ghQ8fdVCswaXZNWQiAfFUlkQqTyqTR6+Wc+++Tna028nki0jFW+JILhVTLFUQi4To1ArK1SqH+91cWtzk+OgSWpUMt1VPKldgaiVIoVzBYlCjVcvJF8uUylVk0hpisRCXRUs6V2BjIsmF2Q2C8TT7ul0IhQLaGsx0u61EU1kMagXTq34sOhVlkYqqVEcpVyQUz6CVS5BIRVxa8HJ+dmPbH1inllGrlpGJJIgENZodRtLZPMubMYrFIlqlFLFYQSieRqPcci2Z24hg1Cq3BmJPewjFc+jUSrpb3Wh1OjQaBd9/8TxmsYIZT4Rd/Z0M9HUjFApxu5sIRVMkiusYDFGOjyzjcLez58BBEvEYuUQYSaedcCSK02rAKCvTaHcyOLgDkUgEwNmz50ilM5i1Mg7evR+zXsNjz5+iVikjEotp62ijrbUVd2MjE7OL/OiF4wRTJSSOgfd8hMpPl1mYXU7C0dhV7jZ16rwV103w9fX14ff7WV5eJhQKYbFYfuZjvHEI8+zsbF3w1fml5V9yQ/hpoTg1NY0gG0IuEdPRaMFs0BILbaJXKglGU9jMRnRGIROLG4TjKaRiIUKBAK8/SCYVZ0eXm9HZNXb1tiGuFgnFUixtxln0xlAr5fyrj99NGRGRZJbNYBRhOYNbK6HLbaXRqkcqEbERTCC1ibDoVeSLZbQqOcF4mkgyi0wqpljaSrtKJWI0Sim+SIKxmWXEQiEahQy9WkG1UubZ0xNYDRoO9LpRSEVIxSIG2x0kM3lMWhVHB5tI54r83XMXtizKOhs4NpwlW6oSTRfxhHP09Q8gVYkJLPiQCMrkixUW14NMLHkpFMvIZWLcNj2Vag1fJMXd+ztIpPPcZG/BoNlqPBAIhFuuEsUSjVYDt+/u4LWReeLpLK0OPQ6TBp1aQTKT5/yMh/09jTgtOqLJHAsbYSaX/dhNGgQCAalsgWaHAbVcSiyVJV+s0NdixeNPMLHsxxOIo5RLsOqVlCplMrkSHn+clgYjKrkUq15NJl9kbj1MKJ7FoFHQ4TSRzOQ5Mb5KNldEKZOSLRSpVqpolGKyhSo/GgsiEEqpUWNHu4N8Lks8GkYkFBHNlCiWa5j1ao7saMVtMxCKpZha8TM256HNZSSaqPDyxQX2d7sQCgRoFFJ8kRTrwQSxdJ5Wu4ETYyuMzHsJJ7K0NVrY099Ja1srBo2K1y/NEc+WWA/GiCez7O9r3B7Xlc3lKdZE3H3Ph9h3JM/XH3uRjEjL6OQ8hWQQs0HHRjhFe1cPSnEVl93Ehv8nY1TC0RjTnjByiZA79nXT5LQD8MBt+3ntzAW8/iAm11aduEQiwe2042pu48Gfcs14r3hjmcUb3Th+2t2mTp234roJvrvuuouXX36ZcrnMV7/6Vf7Lf/kvP/MxrFbr9uN4PP5zXF2dOh8s3u0N4VpCUS9Ic/r8RXLFEv/2kTsAkEikxOIpgrEU7qamLScClZKF9RBWRRWBUIA/EMZq0FAolFhYD2NUK+l02rDZ7HgiOf773z3F/ft7kdaKRDM1jGoZ83Mh2i0yFFIJoXiaSqVCi8NAIp3n0oIPhWzLgmx4doNCqUK1CjKpiK4mO1ajjga7lUyxwswzJ1haD6CSS6hWa3j8Mdw2HSqZlNt3t9LWYGJuLUBfiw23VbdVoyaXEoxnSOcKmLRK/NEAt+5uo1ypEUkXkUvEaEwO7r3vAaamJpmamOD8xDwtDgNnJ1eo1mp8/JYBXp9YZdUf49z0OpVqDZNeSVuDgVdGlzHplBRKFQqlIoFYmnBiK+17fnKJbL5AW4MJt01Hs01PIJZmR5uDFV+UQDTDhdl1gvEM1MCsVxOMp4mnc5h1KjyBOGqFlFAizfxGCKNWhU6poKPRhEGtQKOSsbIZxxtJEU/nyRVL7OhowBtJki1WyBeK5AsVgvEMoWiGJ05NoVbK2dXRgMOoJp0tMLMaJJLI0tHkpL2zi1i6wMW5DUw6JdVCioOdNqpVI5vRLHKViu5WJ4l0CYVCTrVaptVhQK2UcnJ8hTVfnIE2O1aDhtn1MMF4mv29boqlMmen1ymVKwy0N3BhwYfZqOPgrm4GuttApiOarTE8O49cLOBX7z9EPJ1namGVCyMTCGsVHDYLkUQWlcGK0+lkdfgS+w8epn9wJ9/6xtdQ1NIMqMzsHtpDd1szL7x6hmPnZ5FQ5NTYMoVKDW9gq8zgcH8za5shioUCapUSuVhAoSxkfS1MWTaLRm++Lh24b+x6fyPXcrepU+fNuG6C77Of/Sxf/vKXKZVK/Omf/il33303e/fu/ZmOEQ6Htx/X6/fq/DLzbm8I1xKKXW1NmHRK/vr/eZQT50Yx61REElmWVtdwN7pw2q28PjpLZ3sLAM+cPkuTXY8tmkKvlhFNFUAkpphPM7+SZG4tyMpmmNXVNaLtBsxKEbubXehVMhbn5Vi0MiQiaLLp0SjlVCoVnBYdr40u88roEhKxiEAsx/0372TZE6DHZaPZ5aBYKqFUafjOS69Sq5T53N27sBnVpLJFXp9Y5fFXJvjIzf3olDKmVvxsRlIcHWym3WUmEE1TAzbDSUo/Tns258v0tdjRatT804uXmNuIYrVJ+MGPniXk8zK6sL6V9ux14w3G6HKbSecK/O1T51jajG5f0zOTa+zvdVGp1JhZDbLij5EvVuhpceC26ZldDRJNZtjf20ilWiGXL5IrlGhzGml1GFnejPLa2DIvDi+ys93Oh2/q4zvHx/FFkrwysoRMIsakUzK3HmLJG6VQLCMUQmejBYVMgkouZXo1yLnpdarVGjq1jLg/x+nJNQxqBQ6TBhAw4wli1qkw65SE42k+cdtOakA8lUOjkGLQKLi0niHrzeGyGTCLRQipohXmaLLZKFQEpDIFErkSWrUKk13PejiD2WigVMiRLoNeq6PNZeP1sUWsBhVNNgM7Oxt56fws40t+3DY9Ro2cXFHA2ekNFCoNOr2BO47uZ1eXm3hRjFipQyyo8NAtuykVCyx4o3T19HH2zGmW1rzkkdHfP4jT6SSWSG7Pvtu9ezcXzvZyuNdJb2fr9vtz/51HGZ2c5avf+h6ZdIJbD+3lyN6dHDtxBpteQbEmIZIX4E/GkcuVPPKxh7k4ucDx4WnEpuvjgvHTszDfyBvdberUeSuum+Cz2+186Utf4n/8j/9BoVDgvvvu4zvf+Q633XbbOz7G888/v/3Y5XK9F8usU+cDwbu9IVxLKIpEIm4+eoThiQXOTc/hbvJiNZswNLRSrJa5OD7LufFFjLYGKiIZ7btvxr/p5dSJYdodevranFiVQqhKKFagWBOTTMSpVaqkMzkaTGqM8hq1agmpRIhMKiGTzRJL5TBoVJj1KoRAg1lLo1WPSCRib18rv/er9/PX//Q8t+zrQ6+S89L5Gc4fGyafSfL5u3fR2mAkX6zQ7DAy0GrjL79zkmVfFJ1KTjZXRCEVb6WHlbKtcwgFWPVqYqkckUQWq0GNVCJhM5TE6bTT39vP6Uuz/OjED9BrFMTicYZ6mhhsd7HsjbCwEeGP/+5lIsmfDFL+lbt28u8/fJB8qUIqV0QgEBBJZpDJBLQ3GJlYWKdWrWLRq2iy6dGrFWQLJRKZPK4fp7Ob7HrU81vjTDRKOdOrIYQCIf/xkcN8+6VLPHd+DptBg0IiJlso4QunyBZL6NUKMvkS4USW6dUgLouWFoeRZ8/O09JgpMGkZc4TYnkzQjpfwh9J0WDS4IumONzvBgF0N5qZXw+z4osSygmpCOUs+2JIpVKWPF4mJqcw72pBq5QTS2cJRRJkKwLkMjnJdA6RAFwWHXajE4VczjOnJrAaVBweaGZXhx2ZVEwwmmBnp5NgNEUwlmQzlMAbSbN/sBOrSsmleS+xWByFvBN/MsmGN7JdWrCwvIZCqebQ7iEKpRrjY6NUZTGa28u8PnzpqsibWqsnHI1d8ZmXSCSIxVtp+IP33cxdd25FsQOROEZpCYWogtPZuD1AGcAbjHHzrXe8rWPGe8W1XsdlLrvb1KnzdlxXa7U/+ZM/4aWXXmJiYoJwOMw999zDb/3Wb/EHf/AHGI3Gt9z35MmT/P3f/z2wZcd28803vw8rrlPnxuTd3hDeTCiKRCLuuf0m1qN5QgUJeoEMh8vC7Pwi58dnyFUlOPpa6B/cuX1z/d73vsdrzz6GkCodLW680QzFVBapQEBVrKKnxcaMJ8Q9+ytIhSAQi2my6hhb3EBADYEAutwWTDoV3lCCFV+MvmY75+c2WJtY5b///bOcnlhkYmENvUqBSqtlPZxlX5sDh0lLuVJFKhUjlYjZ39fEjvZFplcCKCRiutwW+ltt+CIp4ukctVqNYCyDy6KjUCwz743SYNbxyqUlXp/0smvPfuRqHU1WPaW0Ca1Kik9cZmrRy/yKj0AsxcSSn+qPa8gkYiEfv2WQL3/udiQSEZVqDblcxuLG1uBmg1bJ3z1zFptRzSfvGGTBE0avVtDsMJDNlShXK0SSGdRyKaFEBotOiVy65Z17cX6DZrsBsVjEZ+7azdjiJpvhJJ5gglS2QCSZwWnW8dKFReRSMWqFlN5mG/t7G3n27BxKuYQPHeimtcHEymaUiwubBKIpVHIxbquBNqeJ3V1OookMZxIZutwWBECmUGEyUGEzkiIRj9Fm1zLU187Y8iaNjhUGOtxY9E7yZQHDk4tMLno4NNhGqZinWlUytuTFF46zt9tFKGnGoVdQq1XRqxWcHF9DIhHT3WSnVKlitFbZt3uArtZGbtqf5LnXzuK0GbA5W0inQ5ibXKQzW7MS3e29W/6zdx6lUq1y7NwEQuO1I2/dvf2MnHqB3mjsii81Fy9NYNIp6e7q3N7W3dF6wzpmvNnruBHWVueDw3UVfHK5nGeeeYZbbrmFpaUlyuUyf/VXf8Xf/M3fcP/993PPPfewe/duHA4HGo2GTCbDzMzM9hiWYnHrG/SDDz54RT1fnTq/bLzbG8JbCcVEMrVdC7Vl6u5HrXXx6S/ec8101iOPPMLI8Dk24zHmwhXC4RTlYoFVXwxEIh462sc3nj7Loy+PcdOOZnRqOdFkirGFTaq1KoVihXRuFqlEzEYoSSKdp2YRYtKpWPEnmV7x0d6gx6ZXYdQoWAsm2Fj3cP/QQWo1iKXzNFr1VCplhAjobrRw7OIictlWJMyuVxNN53ji5BQioZBqtcbTp2dY8kbJ5Eto1HImVwJkS0Impmfxbqxj0Skw6ZT0NBrRSMGsVfDi+TkWvZHt121Qy/n8vbtRK2R875VxnFYdGoWMeLrA5LKffLGEVi4FAdy5p4PdHU7UChmL3ggmjWLLNSNXJJsvIRIKmVwOYNIqSWfzxFN5xCIRLosOlVxKpVLdsmYTCLh1dytysZiRhU0WNsKIhEJaG4xsBFPMrAXRqhSYtEp2dTRQq8FGJM1GOLX1viskNNuNpHMFBIKtDuGh3W08fWaOC7MbFMsV1GoVcpWG/d1O9nc76Giy8wf/+3t4/DFeHp4nGM1gMelQqTSsBWJ4Agn6Ujm8gQiVcplXzs9j0quoCUQMdLYQCoeRS0WotVK6W8tcXNhk72ALs2sBPnv7Po4M9QFQKpU5PTrNd547y8P360llclyaXiCWSG3X6cFWpM5qNrxl5G1gYIC11RWeOn5uO5IdjsYYHp/j7iO7to8F3NCOGW/2Om6EtdX54HBdBR+A0+nk9OnTfPSjH+XUqVMA5HI5vv/97/P973//Tfe73J2l1+v5y7/8y/dlrXXq3Ki81Q1BZ2+lXC7z7X/6h6vGtbydUBw8cPs1z/dmI2AaHHZyCSHnJxZJJuIYtQr8/k0OthsZareTu2Mnw7NeLs55yZfKUIO+tgZmPWE8wTib4SSZfAmLUUdPezNqmQiZVEognufwQCODzdat7tFqhTaXmeHpNWZWfDhNKiqVKvlCiUxOhFAgYNkXoVyuYDNq6Wg0o5JLiWbyjC360avlaJVyplb9bISSqBUyLEYN+/pb6Whp5NEXzrGw6GNVLKavw83o/DoiQY1kJn+F2LtrbweFYhmHWUtXo5WLc14uzHjJF7fm+hVLFWLJHKcm12hrMGIzqtGqZLQ3GIkls7x6aQWjRkE6XySRzuMJxInEMzTbtzp3U7k8+UKJeU8YiVjErCdEuVLhUJ8btUpGIpXHZlCBoMaaP45Ro+L3P3Mrj70yRjZfIJzI0uIwkC/ViGZSVCpVfOEkBo2cg71usoWttPqZmU2+dWIVtaCKw6RBIZeiVCi4MLfJqi9GKBzm9P/+Hnq1lF+7ezdCiYS59TBnp1ep1ET85y98BKtlgck1L5FUFptWzvjSJgf6mnHZVeTyeZa8YeRSCb1dHXR1mzk3H2Q1UkRrbqBSrrCwvIZapSSdydLisrIQKlJQOoiXYvhXA/Tt2MNAX8/2GJV3Et2SSCTc/8CD25/VOf9WJLC1dxcmi237WNvPvfMo34rHmVwJIZ++PvV6P8vruBHWVueDw3UXfAAWi4XXXnuNr371q/zhH/4h4XCYt3J8EwgEANhsNh5//HFaW1vf9Ll16vwy8GY3hIH9t7HuWWX87MvXHNdy9z33vqlQ1DtaWVtdIeFfvmLf8689y2PffZQWu56uJhtml5NQJMqJl37E8MVxuhq07O1uIBJVYBLnWJ5LIBabUSik7Ol0IRKKCERTNFp1VBHw8sVFooksFp2CgzubcNv0OMwG3G4Xw5OLvHh2GqNOSaNJTV+rHaFQRCCeIZEp0OW2Mzy7TofbSofTSDSVo1gqM70aZGLZz452Bx1OI6VyFblUzME+N3KpZGvmnkzMij9Go1XPh28a4PDONsoVEEpklAoFZCI4NNDEbYeGeOnUBQKROHt73bw+sUokkeETtw2ys6OBJ09OMe8J09tk5869HejVcjz+GCv+GGu+GF1NFmo10KvkLG5EKJerrPqihJNZoskcyWyeYCyNUCDApFPR02whEEtzqL+Z1ydXCcYz1IChbifRVA6XRY9Zr0KrkhGMpilXq2QLZTRKGZcWN3n+7Bz7e1yMLPg4P7OBTCKms1lILlcknkpTrVa4a087YrGISqVKs9tJSqhnciWEwWKgUVuhUKySyOTpajThj2fYDIRptGi4/2AX3c12LFYzBr2RuZV1vvHUKaKJLPfftp+/fexl5nxRLs55yWW36iLtJi0quZTu5gYKVRHrgSiL3gjhnACT3cmvfOQ+gsEAft/mdqOEyuDgQ/fv5rOf/7XtTvKL8/Mks4WfObolkUjYvXv3FU1LIyMjjJx6gf6f+qJzIztmXOt11Knzs3BDCD7YEnH/5t/8G37913+dxx9/nEcffZRTp05dc9yKwWDg85//PL//+79fT+XWqfNj3uzGFvctv+m4ltnZljeNHJRKJSbOHb9q33L5HLPjo+y99WF2DvZvdYlKFVRn15AJy0jEYlodJkySPJveGDajho1AnHV/nK4mKy6rnidOTjKx7Of87AZyiYR9PY3o1DKo1Tg/vQasc+dRGdmqhGxNil0ixqxXIpXJkUqldBr0W4up1fit//kY337xInu7nOjVCoLxFBfnNhGJhLQ5TRg0CmRSMZVqDa1ShsOk5qXhecrVGoveCLfv6eL+W/ei02pJJJIcH55Go5TR1+NkqKeJgQ4XsVgMqaDM6Yll/s1D+1HIJCQzeYxaJRqFjLVAnNm1IDqVjGyhRLVaQyETIxIJuXdfJ3PrYTZCSebWQyQyeZQyKbs6GpBJxSxvRnnx/DwzayF6mi2UyhUUUglPn57FZlTxyK2DvDa2xJMnp0nnCvS32LYaM9aCrPpjUIMDvW7EIiGL3jDzG2FW/THsBg1Oi44VfwK9Vo1eKSZXKNLfYketlLLsi1OTaalFymhVClodBryhGNlEDq1aQakMe3qamFn18drFBT59xw5anBYEQgFarR6VSonTomNvj5tzl6bJZTKIBTV+6zMfIhxL8LXvPMu8J8Te3mYanC4anE6MRiPrviAX//kFDh69FYFURDqbxe12X1EzN7F+jt0DO7Y/1z/v6FY9RVrnl5EbRvBdRiqV8qlPfYpPfepT1Go15ufn8fl8xGIxlEoljY2N9Pb2Xu9l1qnzgeCdjmu5VuTg2//0D9v7lkolJmYXmV1Y5sTp8zSbZWxurDLQ10MoliSTK+ALhOhvcaAQ1xiZmKGYz1Ap5Ikls4RiKfJnyvijKcRiEYViBX80TYNJy/5eN3t7m8kWK8STaXQqKa9cWuXY2Dpak42uwT2kN8ZZD6WosoFMKsFq1mFQygiGY/S6rbw2trztyGHUyKnUaty/rwuHRUcyk0ejkpNI5VjwRvCGk4wv+6nUQCCU4A3G+C9feQKVXEZTg5mpZS8tDiNTKz7+4h+P8+2/+E2kUgkGpZJOt42RWQ82oxZqNbzhBCqFlGK5zOSKH6dZS7FcJpzIUquBWiGlUKqQyW9ZSWqVMsLxLB+9uZlGm4FEOoc3lKS3yYpMIsGsU5HKFtnbbeXEpRVkEjHlSoVbd7Yx6wlyenKdubUQLquOWU+QbL7Eof4mbEYN/kgKnVJOZ6OZ0YUAZ6Y9zHlCVAGZRMDtQ+1UqjWkEhGjSyGUOgsyqZxktkChVMakhOnABg2tDgxqFXqdBrujgUgyg1QipsVpwWrSEYklCQYCqNUqRCIxNoMa/7kFhAL42F2Hue3AIAAbXj/rviALvjRqUxaxKsv0aoCF9RAWqw2H3YrBaHpHouvnHd2qp0jr/DJywwm+NyIQCOjq6qKrq+t6L6VOnQ8k73ZcS6lUYnpygk1JkamZORbXvJjUUg4OtuM0KWl36kmFfYyPj9HfP0gqmyefzdDi1lOtweJmnBPnJ9Aq5eTyJWTCGpVKldFFPwq5DLFISCSZZWe7g/19TbQ4rSAUMbviJZHOolEpmFwN8wef/fecOnmC0xNnqFbKNFq0FMsVPBsBJjJZJld8FMpVOpoc9Lfa2N1uo9Gi5fuvTKBRyehpsjC26GNhI0KTTY9bryaeKpBI5+lptqOUi2lzGrEbtPgjKUZmVogm0sTiKZ45M0u1VuMLf/xN/vzfPUxUDNQqlGtC8uUKCEUEQkl2dTiQScSk80XCiSzheJbJFT/dbht37+1EIhHiCSQwapREk1nanQZGFnw8fWaOXKFEpVrDZdKwq8tBMJal2aZHKhZh0CrobDTT7bawFkigkEnRa+RcnPdSrlaZWPJz885Wepqs6NUKhECxXGFlM0axVGZyLYrbbkIlFdLltpAvVQjEMjgb7IglWqrFClVBiWyuSDEVJRQKI5WIaHeZWVwPoVHLEQsq6PUG9Ho9yVyZJpedXLGELxRFIlMglUqYXfWx7A0glsqYX14jEI7S6LAQjqX4yF2HiSTSjC8F8KVqqNVqdg/tQSQScX4+cF1FVz1FWueXjfdU8N1yyy0MDQ0xNDTE7t276e7ufi9PV6dOnZ/i3YxruVwzlU8EsDcbkMqEBEUFBtxWdEopzU47YlGJnhY3kYifkdEylXIZ/8YKz/hKNDnM7OhsxHbzIEIRxJNZLsx6yJaq3HO0nwazjpHZNWKnJpFJxYiFsBGMQLWGTinh0I4OFGotKy9Pcfr062hERQYGBjg7vUKpXMNp0RCIpHhpeI5ALINQIKLdbaevxUYqk8dTrdLeaCIQS1MollBIRWTzRRRKJSuBBK+MreKyGrlpVxtiQY1ut5WWBiNrgRhLvggzayE2Qont66FVyQnHEpQrNQKRGLNrIQqFAmv+CG6rHqthqxFDo5Bh0ChY9EaQScWUKlX6WmwksjkkYhGH+t386MwMK/44GqWM/lY7epWcVLbApUUf2XwRfzTNvh4XZ6fXmfMESGcLnJ7yYFQr2Nnh4N79Xcyvhxld2CSZKbCjvQG1UkoqV8Bh0iKViimUKpQEUlrdZQZaTKx4NulrsbOruxGt0Y4vUaDRvOWjG0+kiAS8lMplVv0x7jvUh04lRyQSUS6VSGeyrAUSHNjZw4W5DQ7vaMOo05LOlgjFM6TyZU6MeyiWqty2s4W+NiuBcJxXXr+AP5GlVBOwf0cXJquNm27+yYzVE2cvotbq66KrTp33kfdU8J04cYKTJ09u/6xSqdi5cye7d+/eFoI9PT3bTRh16tT5+fJuxrVcdt/4zEN3kg5vsLDq5ZahTnZ1N3F2ykNRKGd82Ut3dxfCZIjF6TH2DHajlomIReN89q5ddLU6iSZzbAajdLuMrPkjlAVyTk+uUS6VWQ3EqArFiMUSfLEsOpUcu8WAQW/AYDAwvZHAatBx/uQx9nQ1cmhHJz/cXOOl4VmUUgkKmZhaTUA4kaHNacGoliERCrBaDTRaNARjac7NePjBicmtertsgbPjy/jiOQrlGnt7GglGU/S3WBCJhKz6YxwbnufxVydIZQsACAUCvvxvP8FvPnInM/OLnLgwxfC8n7k1Px5/lEQqS2+T5cdCs4BUIgIBiEVCOl1mTo6v4oskkUnEiISQL5WpVGtUq1XaXSaSmQK+SBKFVEK328yMJ0Qql+epUzOIRALaXRZkEhESkYj+FitSsQi33UCny0y5UiGWyjK7tuWWkS0UKVerFIsVNEoZ0+t+Vte99DmVGDVyqpUytZoIk9FAOB1iejWIVlJBVE4TjKewGg0IxVIWvFEK5Rq5QpXhmXWOXVxGozcgFAo4P73O7/z19+lustDcYCNdqDC3maQi1fGfvnA7LSYZJoMOu9VCb083//jsWc5NLKGWiZEr9O/os1enTp33jvc8pfvGbtt0Os3rr7/O66+/vr1NoVCwY8eO7Sjg0NAQfX19CIXC93ppder8wvNuitMv1/0N9PUwPl5k4bVhWi3trEdyJIsCcvkCclMjz5wcRynIIZUpmF/zkc7kaHFa8cUyVJa8GA0aoskcSxtBNEoZIqWenjY3w5NLaE12Gspi1kJpDu+10NloxWbZGrYejqUYX9ykjADyKSwqAUpBljuHWgnFksyvh4mlsiSzeYQCIft63awH4wSjYvb1NGLWKckUyqjlMmo1wVajRDqPUChCKBKiU4potOgpFjKYNAr0ail/+9R5vvKD01z+a6VRybljbxedLiMnz15kZcPPy+enSaZz3NTvxqhTcGJ0Bal4awRMJJWlVKqiV2/N3xOLBAgFcHZ6fbuO7/jIEv5QEolEhC+coqfJgk4tJxjLsBaIk0jlsGjVWAwqmu16hEIBk8sB9vS4aG804wkkCMUz5ApF1EoZA60OpteCtDvNaNVyzFoVYrGYSjXCosdHrpDDYlDhNKuZ8YQYbHfgNqoplw2srq4yt7TO/HoYg1bNQ7cd5AsfczG1uMEzp8bwxwssevy4zSrUKjlqpYxP3jbA9KqP6dUww3M+MlUpO3bv40sP7aC71YVncRqH041apQTglj0Jnnh1lO+8dIFD+4ZQzy/XGyPq1LmOvKeC74/+6I8YHR3l4sWLbGxsAFw1biWbzXL27FnOnj27vU0mkzE4OHhFOri/vx+x+IYuOaxT54bj3RSnX677E4lEDA7u4OSFSRaiFTLiHAKRFKVKxJ0H9nP29CkuXrpERSCjIVWlwWbiM/fup1QuMT67zLQnitlsQqmVUklUOD+xAjIt+w8cwqjX8PLZMRbmF3jh7AzpTJ7mVI5wPM344iYznggumwGUkEzEKRkkNNp0JDI5NCo5Q10uUtkc8+shwrEU/nCcTDbPnXs7qdXAF0mh0yjY1+vGH0lRKJaRyyT0tdg5M+khmcky0GonVyrzhf/zcc5Nr2+//p4WB//fz93B6YlVXj03jkgA0WSGUDTJZ+/aQXeTDaNGwepmlFV/jNcuLRNL5alRQyYRsxGMsxFOolPK2IwkWdqIEIylqQkEFAoldnU52dfj+rE7SAWVXIrDtJWmXg/5+NDBbvix84hCLqHFbkQtl6JRSAnGUrhtBqhCp8vM8UsrnJpcZXdXI4ilhKMhzk2tUSiWGWxrIBjP8rGbB3h1ZJ7vvzJBm8uEVCxl0x/CF0kjlUj40E27aW1ykSmUMZmMtLS0ssfRxIXhs0gEZTQKKffs68Zi0vHw7RLm14P44nk2MhKyZTGuBjtOp5NIJMzY7ApWgxq1SkkhnyVfrNAydJiC0szrN9Bcuzp1fhl5TxXUH/7hH24/DofDXLx4cfu/kZER1tbWgKtFYD6fZ3h4mOHh4e1tUqmUgYGBK9LB9T8adeq8PT9rndQb6/4S6Rzu1k7W1lZRafQIxVkMBhldLQ3MTSpwNTRwxx23k476mJoWkc4XuWl3F412M0ubMY4e3IsvECLx8gVuadlLU1MTsWScUlHJQ5/4VVaWF3nm8W/zwvk5LEY/lSoUqwLKVWixqtEqDSyt+RG3Wpj3BIkk0tx/sItSuYIvIkIqFlMolZhZCzKxtEIyk6ev1UYmV8KiV/Gdl8dJZAr0t9rob3GgUckZnllnctHLgf5mXrs4sy32REIBQ92NPHL7LpLpDEM9TdgMaqDG//rucXrcFiwGzVaDSqFErVZjbNnPsi9Gf4uNoU4naoWUUqXC3EaESqXK7Xs6uXlHK3PrYTyBBC8Nz2HWKdmMpPCGkhTLFcqVKiq5FKVCSiyVI5PLE03naTBpkUrEBGIp+lqsOMxa4pk8gWiaGjV8sRQmrYIWl5VsRczwrBexUEA0XeDAQDstbW0srW4wuuSnwazDH0ny2ugyG6EkgXiO1iYXrXY9674wM54QWq2WhfUoTW3d+INBWhttrHnDNJhUaFVSBLUq1UoZYa2CQqnmYEcrT74yQjgao7ezlcHBHXi93u15euuRPO39Q/z2b/+H+t/pOnVuAN63kJnZbObuu+/m7rt/UrcRjUa3xd9lIbiysgJcLQILhcL2c77+9a8DWzeyvr4+hoaG+NrXvvZ+vZQ6dX6h6e7t5+LJ59EbVilVocFmIRJNcGFqAUklS1/fACfOXuTkpUUMWjUD3e2MjiSwmw0srIfpbWkgnS0gk8kBWN8Msh7O8Okv3rctOi87dZSKRZQ6M6MTlzBqEjhsZmRyObVygcF2FxaDhmgyz9mZDUKROD1NFlLZPL5wms4mGzqVnOfPztBg1pDO5tFrVATiec5MrtDhNNHqNPGljx1iYslHu8uC227AF4rz1OuzPHNmGqtOxS272hid93LH3k7CiQwvnp1hZ5eb3nYtE0tefOEkiXSO+/d3YjeqmV0LMb0a2BKnxTIWu4GBFjsqhXRr9l+DCa1CxrIvRjSVo73RSrFSQ6WQcWJsGblUvG1rVqpUkYu3av8S6RwKqYTXxlboabaSyhbocVuZXgkiEgoolqrEMzm0SjlGnYJjFxfJ5svs39HJ/oEOhsdnWdkMIVWosLuaECDEYDLjtqkZm1ulVK7gdphAKOHA/nbuuOkA80urPP/KSV4YfoKd/T3cfHg/Oq2Kp1+eY0erDZkYnFYjVQTEkmmK5SpimQKTRo/VbEKv17GwEdquEb08Ty8cjbEQKnL3kbvrYq9OnRsEQe2tLC2uA/F4fFsAXv7/0tLS2zpvVCqV93GVHxySySQ6nY5EIoFWq73ey6nzASCVSvH97z9GMryJ1aBBrVSSy6Z58cRZwrEkRp0Gjc6IxeHCIK/wyD1HyaZTLM9O4AtFCUciCGoVuju3nCteODOJu/8gX/qt30YikWx3AUc25mlrMBEK+JibnsQfjiKRShFTZWXDj8Wo5TceuQeZVMLs4jI/ODbMnq4GNEoZcpmMFoeJpc0QqUwerVrFmZlN+lobcFkN/OU/PEezTcvHbhnk4GALU6tBdCo5MomYyaUNljYieBMlsrkCa94gxXIFm0lLtVplZTPK0EAH0XgKpVTAnfu6ePS5czTa9EhEQgqlCnKpiP19br5zbIxbdrYy2G5HIZOgVshY2YxiNahZ2Ajz+qSHnZ1O4ukcIqGIU2PL3La7ld5mG5VKhaEuF7VajSVvhFlPiIWNCGuBGA0mDWqljEQ6TyKTx27U4DBpkIiE+CIp5jcijMxvIpTIuPvgACqFmGw6TVtLMzWhBJ1ajjechEqZf31PL57NIGa9hmA8x1efvsAdt92C26TAalCzEYjxxKujyFUaclUJ+w8e5sKFC7Rri6iVclrtGm7avTUaK18ocubSHAWJAZXRjiclQq5QMj58ElElj0gooFKtURHJGdx7lIc//JG64KtT5wbhhiuK0+v13Hbbbdx2209a+FOp1BVRwJGRERYWFqhWq9dxpXXq/OLS19eP12vA79sknE6wuuqh1d3AZx68HavZRDgaY24twIo/zeMvnaar0UokVyMYTTKzEqIsELKeWCSVr9DWf4B/85v/dvvGf7kL+N4juxkduUDSv8ShXgfRuIaTY8soNQo+dtsuXrmwwPjMEnsGOulpdTHUG0FCiUQ6T65QQiMXE4mnUStkLK4HCcZSNJXF1JQmxDIZG+EkQpEQlVqL2yngsReH+Yt/eplHbhmk1WmCWoHuRiOfuKUHrVqFVK5kbH6NUrmMN5LBF4ox2Gzj2LlphCIBCpmYtgYTjRYdF+Y2iCYyWPRKHCYNOrWcSmXrS2kNkEvFGDVbzQsNFgNKqYT59RADbTaCsSxGTZJ2p5lSuUK5WqVcqbLojWDSKUhkcpye9NBo1WLUqrhrbweeQJz1YAKjVolcLqVYrmKxmLC52onnirQ4DDj6eqBWI5HOIRQKSMWjJGMRzkzIEdSqzHlCjCz4KQmkNOik7OhuQa1S4oumObhviLtuOcRTx8/RP7iT9Y0NooF5ejuaWVhdo7elAbNBQ6lSJZMrks6n2cxueS171lZQyCQY5VIUMhG5QoVofqsGsU6dOjcON5zguxYajYabb76Zm2++eXtbOp1mdHR0WwjWqVPn54NGo8HlcqFWq7n33nuZnp5GIXzhanu2zhhPvHQGuamRs3NrrC0tEIlFEUsUtLW00NXTR9/AjqtqbWenJ2m2GTjz+mt4FmfpdRuxaqTo5RqiCROXlkJ8vKOVdLHGqbFlRCIharWaYDTJ/NomnU4TDx7txx9JopRJsRjUjK8EKOSznDx3kfEFDzabncnpOf7umWEuzPu4OLfO06emAPjms8P86n37mVkN4jZ3YdBqkcmlzKz6QCSly2VnbOEcuWyW2VU/aoWUX7t3iHA8Q6NNT6vDiFQq4vlz86z5E1xa3EQiFqJSylEp5OQKJYLxNOvBOCq5lBaHgaJJzdjSJj1uC7OeEKenPEhEoh9bq23N/iuWqthNOvLFCtMrQbzhFG6bkWy+yI52B80OI5uhFCv+KE6zlsVND5JomLREiD1jQVusUCuXWd4IMjU3j04uRKuS8/grY5j0GhLJDKlChYHudlKJCNG4hUyuwMJ6iN1De7bdVybHL5FOxAkE4jx57DSVUhGPL0hno4UaQiKpPCuhALc+8AlqtRpx3zJf/OQDV439eer4OSYmJuoz9urUuUH4QAi+a6FWqzl69ChHjx693kupU+cDS6lUYmRkhMX5WTKpBGqtnu7efvr7+7Hb7QiFwre2Z2u08Mzpi3Q329l3zyGi8RRTs3N415fJF0t09fRddc50Mk6tGCIX8tBgVNHSYEElFyMRq0jnSozObzK9vE5fu5v1SI5QqsTI0grFEniCaTRKObPrUQTUEAiFPHVying6x+FeN1KphNcnVqkCh/obUSnk/P0z51nzR7fPbzdpWdiMkSpUEIqkZMpQLQtw2CwkchUWvFFUcil6lYxcocTDR3rY193IpcVN7EY1xXKFUCyDQaPAZlRTKlcpV2vEUnnyxTDFcoV5T5jNSIout4VUOotCoQDB1ry/HreFybUg52bWmVsPoZBLaXYYqFRqCNga9NzSYEYuE9Ht3przF03mOHFpBZVCSmuDiUKpwnokjcvtoIwIo0bBZiDK2kYAaSXNzhYzVoOaag1m1oIEEzky2SJVBJjUUgr5HD966STeWIGhPXsY6G4HQKfVcO6FF1EIS9y0sxmlUsX47AoTix4mViMMdLeBQIytrZ+777mX//VX/wNDLcb0xChyuRK7owGn03mVdV+dOnWuPx9YwVenTp1/GaVSie8/9hhB7zLtDSZ29joJR2OMnHqBtdUV7n/gQYRC4Vvas1VKRRKBdT702fs4e3GCeNjHLbvaUMq6OTc+z7EfPop3Y537H3hwO8qnUGk49/ozHO22IRaLiKezyCUqdCo55WoVu1FDPJkmmFhBIBCys7edaOISWo2F3bvkDLgNnBifx6CWkc7l8UeSfOauXQy2OZjfiDK3HkQtl3J+Zp2z0+uUylv1vUKBgNv2dHDHvl4MZitnR2eIZoooFEqWNoL4QlGSuTLxVB6XXs2qP4ZcKsJs0FAFJGIxQsHWfFCdSk5fs41SuYJRq2RsyY9RrSBTKOINJUnnikjEIjoarfijGdKFBAqFkkA4jkKew2HUkC+WOTLQjEAgYN4TIpHJ02DWEIxl6Gi2k0pnSGbzhBNZhAIBJp2K7mYb+UKJXLFMV3MDA31tjM6vU6vV6LIpEWVq3L1vF0qlgniuSiSZRSCWMTyzzs7eTppaWvAFwiS9ccxGA+J0DbfTsf3eDF+aRCEsbQ/d3tHdwsfuPkw4luSpV0dobe9kxR9jYP9tvPD8cyxPj/LwkW7aHXrSmSyexWkikTCDgzve0rqvTp067z91wVenzi8hlUqFV155haB3mR1dLWjUKprddno7W+n9qXTcW9mzLS4t47QZ8QXDRIJeHrplN2bDVnOQTiVjNZxnfWN++1ilUgmfP8Dswhq3DzhwmDQEY0lUMhGxVJYlb5S+VgfBRJZkRYZEreWF83NcWgrxrx55gJZcFrdeTLlSY6jDyrd+eIoDfW72dLnQqBQcf+osGoWUiWU/J8dXt9epUkj50kcPo1Cp2buzn6MHduMwqvjHH77C48dK3HeoD5dRwWY0zfNnZ9DINGg0WkSCKmvBJA1mHUq5lNVADGpgN2tZ2YwikUhocZgIJ7Is+bY8bFcDMe7Z30ur08TcWpDptSAyqYyP3HmAF89OshGI0O4wkCtmePy1CQxaJXqVglyxxMi8F5lUglIiYj1dQCYWYTYZWfD4MahkZHIlfNEUyVwNp9VEk15A3G5gbGoGdcXMrs4GGq06Yqkc5WIRvU5Hp0yFQafBE8pyx82HAfAsTrOju4WRmRUWVzzs2zWwJfYnF7h1/yC93Z28+tomP3zxBEqpCJVaRT4d47tPH+fehz+BQCAgsjHP3sEuVGoNDpsFAEcmy9jsCl6v902t++rUqXN9qAu+OnV+ychmsywvL7O0OL/VhatSYtarkUulAFel497Knm1mxcuR/XuYXVimo9GyLfYA1Col8mRx+1gDAwM8+uijjJ89Tr5Y5PiFBW7f00k6V+DZMzOsB5PYTFoqlQpnptb5yEc/wd6dffzjky9gMOYYuTSGVqtjYT5Og1FFRSAmmc3T09yGUafm3JSHeCrLsQubzK+Ht9exq9PFh2/q5+hQD/MbEZK5Arl8AZfDttU4Uali1CpIZwu0uaxoFUukMzkUCgUNJi2hVBl/PIdWpWQjnCQcTyMUiphcDdJoN5Evg1oh5679PSjlUh5/dYJSuYRAIMZiMhBNpKlUK6RzBQxaHTWxghNjs0RiW+KxucFIOl9lfMGDQa2gu8nCwkaAWKpItljjpeFFBLUyNbuBQDrKwkaUrvYW5MIywmqRbjOMlQpcmF3DaVYRTmbxhRLMrIdpbWmjUNgSjlWRBKfTSaVSYW5ujhdePU0qleLiYhiJSEg8X0Oq1NDZ3srU1CRyQZmuFhe1SolUOk25VCJXrHL3Pffy+GPfRSupkSvCq2dGUIsrNLtd6PVb3sKzc/OsJ8p1+7Q6dW4g6oKvTp1fIkKhEOvrWynAQi6H1mig1WnBoFVd8bw3puPeyp5NrLFh1GtYXI5gbnJdcYx0JotcrkRtMDDj9fD0j37IC099hz0tBg537OPS7CpjS5uIhCLKFUjnisTWgkSSWZRqHavLczz57EsglnDfkSFquThGnYaTI0FeG9nAFzCSzhVJZgoIRSLWg3H6Wx0cH9ma5SkVi/j3Hz2I06KnyWbAH4piMRmIxDP88MUTpFMJtEo5E8t+Tl1aRqaQUanWUKtkLK2HkMpKxGJRhAIh4WiMQwMt6LQ65jcTjJ2eQ69R0+K0olAo8cUyIIBANI3dYmTJG8IfnefQYAsDrXa84TiPvXiGzWiWA33NfPz23ZwaX8KqlqBVyggki+wd6MCoktDfbCGZKTC25EdtMFMoVTkxskRXp4SWZje9/S72dTmYX1xm3R+hVqsw1O0iGE+zEUwgFAjYjKRI56vEcyVEYhmhZBKxSMSpE68QCkcQCSpYTAbWfBH8kTivnBunrX+IXXv2M7+4jEMjYFdv27ZNGkBReJH50BwTExNcOHeaPU0qhrqbKeeTvHJ+goYlDzarhXi2xMmJNW6575G6fVqdOjcQdcFXp84vAZVKhbW1NWKxn6RmlSo1clH1KrEHXJGOu2zPNjo6yssvvcD66kkq1RrulnYGdw2x5N1AIBAQjqe2909nsgRjadztvSxvBJieW2BxehRZJUOHq5meVifFQoFypYJBI6dShUAkweiiF38sg9MG58fmKBUL3LK7E2E+Tq5UxO/zsrvNTDQS5cT4CrFIkjNTHnZ3NxFJZuh0mfkPHz/EN565wB//+p0MtNo5PeUhmc2RyVewyTUoxVXamxuJBEXM5nMUqwJ8OSEDTjuVQhq3S0YyW8KoluGwGIjFEozMrTM6v0Gjw0oqX0EgEHK0w0W5UmU9EEGrVhFKFAglsjisZmRSMX0tNsRiKZMLa0hlSvYNuDhxYQa9Ws5gp4s1f5Q2uwaBSEyuEuCjd+zD6w+zvhlAIgS3VcvYshe5oYGBoX2Y9FqOHNqPUSkmFlgBBASjSebWQ3S5rTgtWpY3wjRY9Og0Kiw2HfZGN8FYiuGpcxza2Q3ZMKJchGK5RqhURKUz8Qf/8T7cTjtPHT+HRKbg3PkZ7tnlJhz04ysVkUiklGoi1kNJdvd3cOylFyhmU5gNDfR2ttLR4mZiYY3xmSVeHp4hX5Ngbem7om6zTp0615+64KtT5xecfD7P4uIihUJhe5vVamVo7z5GX3+R8DVStQsboavScd6NdSwaMYfuPbod5ZtZW2fNn0BUzrK5sY5Jq0AqFhGMpVEZrIilcl587RwbKx5u3eEiFajh9YdwmpTs7WtmxRflmZPjCIUCnBYtO9ocPNhgRyxXcOzcFEf63Qx1WMnkChQkkM4KyWQLmLQysgs5kGq4uBTib554nUqlgtWgxqpX87ufvAmNUopELEGnUvDyxQVcFj1WS56BznZ6e3sYuVSltBrkNz79ICu+KLmyEI1chThb5NN37yeWLWHUawkEw8gVco5dWCRelmK36ckm41ycWaWjwYhRr8PjD7Pmi6LXaTHEs3S7DGiUCvJVEe4mN6migETIz2CbnXQ2Ty6bJRKNohAUyZYqdLosbGwGUMql7OhsJJ5IIZJIMFpF+LMi7v/QPaRSSaYX1+huNBOOF/jRy8OseTfRKuWUShWUShn5Qolz0+uoFFIUqjxr0QJef4SaWIE/FEUjqdBgVhOIZXj62FmkGiuf+vjHWPJssLG6hHdkivGJcZKBNe4+2E+D1UAgHGd8yY/GZOfmPT187XvPs6e/g41winAsidmgZXdvG7t72zg/OsX3T85w74fur4u9OnVuMOqCr06dX3DeeOMViUQ0Nzej1+ux2+141lavmao1uTqvSMddHpb8oaND+IJhLk3OkE6nEQoECMoZWnqHmBgb5a/++SUazRosJj1CaZDlzRNk8kVMWhk6hYSh7kYisQRioQCFRIhAIKS3rYHuRjPBaJKqUMy//sS9TMx7GB6fx2kx0GjREEsIkSlV2KwWXj47jsOsx6pX8fK5ScxGPfObcqqVEtFklr3dLiQSIdKkhNjcOsFIiunVIL5oFolUhrOxmRMXphidXqNUk7KrpxmxWMSr5yex6pU027RUatDf3Y7LYSMej+O0Ggmniox7s9SqVR666xBef4T1jXUEShDKtJRJsG9XL69fmMKiVZAqCXE4bFRjaUwqA+ORIDazgQszHsLxNPsG2lj3BsikcxQLBdJpODiwA6lEzNxGlKpGSK8qS2U1glwu58iRIwSDQaYmxjg7tkY8U2Cos5F2pxGVUo4/mqFUqZHOlxhd8JHIe2lq76W/xckDN1mRyaVcHB0nks5jMejYN9jB2HKIb3znCbQyAQNNJozKOGZRM8FIgrMzXlrTZXQaNbce3kOlXGFpeRUB0GgzMzEV5Cv/9BTdzXYaG+wUK3B+cplcVVJP5dapcwNSF3x16vyCIxKJaG1tZWNjg+bmZqQ/bs64nKqdmJhgdnqSOb8XtVbP7iN3X3NYcovdwNmLE0SC3q0GjSYX4XiKzY11Ji6NcODQIcYvVAkEfCxtLpLLF/BFEnS3uBBRxWzQsHNfN08eO8frEx5cFg0js6u4bQZS+TL5co3DQ52IRUJKpa1hw0ubIRpWVEwseImk84jFEqrlIk+fnmV8cavG0OsP0WDRIxWLWdhMIBKJcJp1VCo15FIJG+EELQ4jC5sxLi740Lni6HQ6Dh+9mVopw/TiOpl0ilA0SSAQQC1txWa14bBa8G5sUMimqJRytLisLPnm6W+x0NLczP333c/U1CSZWBCDRsE//egEJ4enqAEKtRZng4NQPIPWZKeQz9NgMxEKR2lyWLjj0E5EQiE/OHae8cVhhEK4ZVc7kXiSQAYSRRFVBAhEEvQaJalEjMbGRhobGxEIBBSTAXa4FHRapMilAiLRBFKxiLPTG3S3NWIz6ji1nObI4UPoazHcDiMdrU24jAoUoio2i5HpZS8jc5v41lf57Bc+SiwWo1SusLPDQTwWZ9UfY9+OHnb3tgFwfnSKs2emyBWqLMxNce/BXjYCUWYW1xhb8KI1mDBaHDj6WuvRvTp1bkDqgq9OnV8wMpkMYrEYmUy2vU2pVNLZ2XnVcyUSCbt3737b4bjpZByJuEA87OOhW3ajUyuZWFjD6w8hrBW5NHyKfDrKvv4OKiY5HY1bjSBPPHuc4ckFqjV47VwZk1LE0V2dLHj8LPuizK0FEQkFOAQSDAYjmh83CRQKRVpdFv7xufOoZSLMWiWtThMr3jD/7dtnCcYz22vb39fMv/v4LWz4/Iwt+dkMpwknfEQSWqQSMTqNkg/fc4SzE8sopRLuu/0Ibrcb2Kpt9Hq9PHfsNUI5SMWzHBTLGeztIJFIUMimMGhV+KMpdDo9Br2e/YOdZGJB/H4/g4M78Hq9+H2bdLQ3s3RuHltDI5PrEZraCnR39eJ0Onn91GsolRrOTFygvdHKE8cvks7mkcskqJUqhme99LU5yK1nkarUIBBQrAhJZwv0tLpIZNPbr3d2epK2BhML0RVC0RyHdrTS5bZTKBQQi8RMeiIIpGp6e3rRGkwE5xdQDzYBoNXpiQZ96ApFwvE01WoVt0WDXCrGF0lSKZeRCGqIBDWy6STfe+ZVpBIx0USac+OLeCNp2poaQAhWi5nezlbuOrqHdCbLa8OTTHgz3HPHznf92a1Tp857R13w1anzC0KtViMYDOL1elEqlXR1dSH4ORmaqrV6pkZOcGSgmeV1P9977gSVQpbuZjs9jQbymQaW/WvMS8r89mfvx2zQMj49T5tDi17WhjecpFyp8qMTl2htMOGwmVAq5JRrkKuKaevuQyOpEE5kSGXzyGRSApEkcqkEi06BWadkYiXAn37rGPliGQCxSMivfWgPH7tjL71tbsZnIBZPkkgk2dHRxKfu2kM4kSGeLWE1GmlpLHD20jxf/dZ3aWpyo1ar6e5oxWE1I9Za+M//n09y4sRrjEydpXN8FmG1SKWUwx9NUapJSGSzNDa6yBZKOIxq/L5NHA4H4USGRW+ERU+QhgYXn/7cr7LuWWXdt4x8M0Q6X2ZmyYt308eyPwHVMnqFEJtBQyCWIFcs4I1mOT/no61FgdEqpVwTkMvlcNod6HVqKsWfdMsmYxEExClmU5RVEqaXNnFY9Oi1apRKOfOeIE2tOnRqDSurq0yNzmCUVTmyfxcOq4VMOs34vIfhqWWqlTJCIYxMLxFN5qiWC1ApsK+/lWw+z8jLYzx+7Dwd7R3oLQ5Ea3GcWgnxRIKvfecZBruaaW5sIJpIc3F6lZTIWE/n1qlzg1IXfNeJSqXCc889xxNPPMHFixdZW1sjnU6j0Whob2/nzjvv5Itf/CLNzc3Xe6l1PgCUy2VWV1dJJBLAVpQvFAphtVrf9TEv264de+kFLl08z+bqIrMzU6gUMhqMSj5+5z5EQgFL3jBNdiPVmgCnQUYum+WiZ4Pl5UWcJhVUikjFIpRqDS0NZl4enmFmPUylJkJnNBNMFklncpSEJax6DWNzHmKJJCfHltjR3kAqV+Sbz1zg9OTa9tqMWgW/eu8ePnrLDqKZEmJBBaFISKfbRrVaJZ7KkM0XaGlsoFKrcm5ylc1IDrVKjqSaxaUTks7F+do3/4mNaJrWtk5kOjsHDx7idLXK909OIS0laXaa0en0JLJZzPZGduyyMD52CZNWQTqd4+mXThIJenGZNfQ2mZFprUycO47O3srggdtZnJ9lzu8lJjCwmdygp9nKrQONaNUKqrUqLomBXZ1l0iURoVQFTSKPUFNDp5FzoL8Xh9XMsycvsvvIvu33ZHFlFXlqjQO9TqRCMGgU+MMJvKEEG5EMFpMBXzCMXGvklr39VKLtnB1fJBSN43I6MRj0TMwHyFTkxHIVMhUJcq0ZE2G6m7oJBwNIZTIsJiP33LSHjmYnCoODx58/SSkTp9naRd/hXkamlhidXuHi3AYd7R30DewgXBDX07l16tyg1AXfdSAYDHL06FHm5+ev+l0sFmN4eJjh4WH+8i//kv/6X/8rv/u7v3sdVlnng0I6nWZ5eZlSqbS9zW63Y7FY3vUxS6USTz7xA1576WnM8hofO9LNWXmWUjGPNxRBWClQKVcwGbUMdjazcXKUTCaDUWnllVNnEFKjxaals9FCrVrlUtSLJ+Tl/iP9SEU1zk2uUawJUWr0lAQyZpc8iGtFFqQS5FIp06ubzG/EaG4w8jc/uIA/+pORL/cf6qXTZaTJpkcqFSNI55GIxYQSGQY7G6kB56fXQSgmkS2g0+mpCaVIBWk+fd9h4rkqep2BS2cuYDUoaXUa2Dk0iFxRYebiCVpaWrnp5lv49j/8HcuhNAMWPUN9rdt+s15fiMePXaBYqaFTybl5VzulKticbgYHdxBLJHnq+DnE7R18+lc+t309v/jrn0enkGAz6Wi0G0nly/ijGfbvMFGuiXn6/CKDu23s6GndbqB59uTFKxpoJiYmUIgqRFJ5nHYb1WqZTDpNg9VA+Mdz+IoVCMdS/LdPP4jDZuHQnp384EfPMj4xwZnJM7jczfR0taGwyrjV3Y9WVCSRSNJs1tLa5CKXK/DahVlG5tbp7WpnzevnxHPnkCo13Hp4Dyq1BrfTgdvp4I7DW84a7vZeVjdDlLLSd/2Zq1OnzntLXfBdB6LR6LbYa25u5siRIzidTmq1GsvLyxw7dox4PE6xWOT3fu/3EAqF/M7v/M51XnWdG41arUYgEMDr/YlfqVgspqWlBa1We8VzS6XSdnNGOhlHrdXT3dt/VXPGZSYmJhgfPkmXQ8PH7tzPpi9AIeXCopayEYwx741wenyJnT2tNNoNqBUSiuUy6WwOQa2KTqtAr5Iglwppd1kYWwow7wnx5KtjiMVCVnwR5Bo9+w8e5I6j+zl59jwnz5znxPkZSkjp7O7m0M0uFJIsnU12/NEUCpmEP/mN+7l9qIO/+f6rJDJ5wtEkiXSBS/MexCIxdrOBqRU/yVwJjUaDUq2luaWV589M4TAqqdaE9Pf3E05ksJqNPHTLHcRiMeJFMfv2D23byrW2dfD5f/WvGTn1Anfdsv+KsTUHhgYYnVvBsx5gn1mHQKHH7WjA6XQiEomuciqBrVpJuURMV2srqZKQszN+KhIVOo2WNqsSs16FTm/glg99nFeOH8OzcgKRUEBjczuDrsbtc89OT3LL3n6eSUR56sQYR3e2U6kIOTG+xuish1xVSoPdgr3BtW13JpfL+MRHHuTI/iGeO/YaoythVPYOunv76e7u5oXnn+OZH32XPR0WVte9BEIxLi14SZcEWNJlcgWIpEv824cOo9dpGbl4gd62rXEsapWy7qxRp84HhLrgu07s27ePP//zP+e222676nfZbJZ/9+/+HX//938PwJe//GU+85nPYLfb3+dV1rlRKZVKrK6ukkwmt7ep1WpaW6/ukCyVSjz9ox8S2ZjfGr/icm75pp56gbXVlWsOyJ2dnkRUydPX2syaZ4N1zxpOkwa7QUW1WkUgEFJGRDyeIJFI0N7UwGoww8lLi+xqs6NTSQnF0yikYnKlKkKRmIM7u/ElS6xs+AlEUzyy7xD33naYmZkptKICv/bAYfb2NDGxFsHV3Ea8KMYzNczvf+FjyP7xh/zZlz7Gzq4mFpbXKVVrrPhiSMRCmh0WDBoF1ZoAbzBKIJbBbjVzbHges0FNtiJmYm6FziY7KoMVp9PJqQvPb1vBlYoF/Mk4cKWt3MMf+RivvnKc//P//nvcFjVWsxmhRE48X2P3wVtxuj0cHXDT29m6fd0qlQoej4fpyTGeenWEU6+9TGNzO7ffeTeVWhWVWk3v4CBr/ii5XI5KpcxmCsRyFTabnYDfh00r4ch9N21H+cbPvox3Y537H3iQdDLOjl4nn3joHn707Ass+pJADa3RykfubSVTFnDi4ix7+nqueD9FIhFut5ujRw4jNHq3I48Ad99zLz94/Pu8dnF2y3VFp+HIUC8GnRadxUEiV2FxM0atUiafjBIMR6+o31tY2eDE+GrdWaNOnRucuuC7DrS2tnLmzBmEQuE1f69UKvnGN77BhQsXmJycJJfL8cQTT/Cbv/mb7/NK69yIVCoVZmZmrkjhOhwOHA7HNZs0Ls/Qe+i2KyNVl6NZExMTV3XpppNxBEAoHCEW9tNoViMVQTqTQyaVkCsUiWUr9DRZSGSL6DRa9Co5CxthZBIRUpmYzXCSVV+UYDyH2aDlzqE+Fn0JfOEkB3a6OHxgD8dPnubC+fMYdSqMBh0bgQiTsx4abBZmLs2w4g0hFZT4+N2HmV7aZGxmhZWNACajgeklL9H0JgadnukVPwtrAabXAui0Wr70qx9hbnmdVy8u8PLIGrOLG5SFcg4LZFSrVdLp9LYV3GULuMuYjVtWcC88/xxKYZ6utiYSiSSXZpdJZMu09Q/xK/fcy5M/+D7h6E+cSyqVCpcujTI/PU484KXPbeS23U6Wves88Y9fJV+oMOGJYW5IoFapUKlU6FVSVJIax06PIVNp3/Z9Umv1hKMxDg4N4vWFfjIiR6/h0vQCl1Zj23Z31+KNDiqXmZ2dpbnBhFVh4BP3HNr2Q77ceTvmSZErlJmZGueugwN85kMHr6jfq4mkdWeNOnU+ANQF33Xg8hy0t0IoFPKxj32MyclJABYWFt7rZdX5gCASiTAajQQCgWumcH86fTs1Nc3hfjcG3ZVp3mulHi+j1urZCIQoJ3202LS4rDrMOhWJVAapREQsnWc1lKXRFyObLzG+HGJ+dZPu5gZ6WmwIBCKmVjdIZnK0Okw0WfU8f/IC05sZ/PEifX09jM0sMzMxwmCLifYmB9988iT/13eOAXDTzlaO9lip5uPMLHkolreihEsrqxhVMlrdDpQqDd5wnB+enKDZYUIqEaKUyyiWK3z32VOkcznUchk9LXYO7u4hn05y7uzpLUcLhYJwPHWFBdxlwtEYsWQacW2ej9556CoXkqeOn2N2dpbu3n5GTr1A74+dSrxeLxurC8hFVVQaDXfetpPdvW2kM1lePDtJdTFKIJlheGoJl9VAk0XNRizHxMI64bwAR6N9ewD2m71P2+fsTHP/nUeZmF1kdmGZ0YUF5j0Bjtz5AO3t7UycO/6OHVSmJsboabLh3di4apDyxelVlqIVGu0GEILBYMBs0G7X722PYqk7a9Spc8NTF3w3MA0NDduP3ywaWOeXk8s1n3a7/Yob7bXStyuT58nFAxw/fhy1WkmpWEAuV2J3NGDQaZnz+686fndvP9/42leo6ATs6WxAJtlqNpCIRKz6QiTTBUx6NSfH11jyRjAYjexsbcBlVrHs2eS+Qz3s63GxuBljdi3Aj07PsLgZQa53cNe99+GN+qmWVrhjbyd2o5rf+1+P8dhLw9vn/8ELp/jf//mT6DUKZj1hhsdn6XA7uH1vF0a1gmVfGLEQet1m+tvsaORSNCoFMpkCxHL+5rGXUSkVfOFTD9Lb043dbmdqahKvZ4WLY6ModCaWFiOk0hmc7hacTifwE1FUrdXeVnx9/BOfYm11ZdupxLfhYWVxhUKpymBvJwMdTVSrNWK5Kgq1DquxCFIlqWKNuWUPiys1KtUaFZGcm++8n0hg86rzvfG8c34vAwMDV5zTbDTgarCTq4q4a+dN3P/AgwBsejfekYNKqVTiwrnT7GlSce/BnqsGKff09bNxZpz+FsebCsL6KJY6dT4Y1AXfDUwoFNp+3NXVdR1XUud6kkwmKZVKmEym7W0CgYDGxsarnvvT6dtKpYLdaiYZC1JIBFGo1PR0tqMUF/EsTjPnjaOwd191nO7ubkrFMtl8jRfPzTK1pGZfj5t8qcLcegSVSoFALCWpNtPR20Cn04ROlEUrr2HWqTk76cGiVyIWidDIJYglIo7s7qGzqweRVsRLo+vYe+2MzXt45OtPsR74SWr03oO9fPj2vUhlcuxWK309XYRCIebXg2zG88iEVexGNSJBFamoBjUBNaGYbLFKQSigs7WVnm4PHU0N3HP3XdvHHRzcgclkxhvJcnEpiFZnZMKbQW2pMLe0doUoKnk91xRfpVKJYDjGa+cmSMYihGMJNrybPPfyKbyeFWqVMg/esouBjkaEQgFLgSSpbAm5VIpMIqLBbuHwTbcyPzt9VfPMY9999IoU8Ru5nIp9p+4o79RBZWJigmI2hdnQQG9n6xWDlMdmV/AmSoRDQSoZ65sKwmhJVo/u1anzAaAu+G5QarUaTz75JLDVeXnfffdd3wXVed+p1Wr4fD58Ph8CgQClUolCodj+/bU6b9fW1jjQZdsWe+PjY1BIEI7EODzYQq4M2XQCgUCAw2Lg8ZcvsNc1eMV5S6USLzz/HAaNjDv3t6KQS3ju9QkuzntpsBg5vLsXbSrNK+PrPPTpL+JZX+e5J7/HgQ4jAwc6GWi2MbMeYtkbJZ3Ns+qLIhRJ+fWP3km8KKR3YBfnzg0zMu/ln596iXK5AoBCJuH3fuV2Dg+2MrUeJRhL4W5qwh8Ic+veXoxLfgo1GZcmJuluNLKv20Wn20S1JmRpM4YnEOehhx5i3/4DvPj6CCr5lX/efrpx4de++Jvb129h+kpR9J1v/xNTM3OkY0Hy+SxisYxwMsdrZ0eIBX24nDaEqXXU+QTV6DoaUZVHbtvJ9KIHrVTA5sY6yWSa5uYmUtkShWIJyiUsjTb27NnDnj17rnq/fzpFfJmfTsW+E3eUd+qgMjs9ye7+DjbCKcKx5Hb9nlqlRCKE46cvIpWIMBt01xSEvlQVncH0lueoU6fOjUFd8N2A1Go1vvzlLzM8vJXi+p3f+Z0r0rt1fvEplUosLy+TTm9ZatVqNUKh0LYl2Jt13r4yPUqHcde2ZVgmFuSmnR2MTsPIgg+lXIbdauH0xXGSJTEWq41KqXDFuS9HCQ8ODSKXV3j49j189M5DnJ1c5pXzUyx6w6xsRjC4OhGKRGgkJQx6LdF0gY1wilK5Qn+Lne6mLbuv770yTkWoQCaTIRdKEAlFnLlwibklz/Y5OxotfOnjN9HdaGLFG2RlPcLhoR1YTUZeOjnM7JKHWLrAejCORaeg3WmGWgWDWoFJr8ao0+CPpllYWePwoYNUqjVyhco1r+0bo2XXEkWlUolAKMzG1EXcd+6hyWrk2VeHGZtdRiUT8/HbBlGqNPhDYRwOPS1mFWvBBH2dLThMGmaXN9AqpKRScVJJHUaVnPW1OMlChUO9/dvn+Gmx3tbRhd7R+o5SsT8vkrEIzTYzE1PBq9K15yeXWQ8meOj2g28qCM+Pz/LpL97zc19XnTp1fv7UBd8NQLVaJZPJsLa2xpkzZ/j617++Lfa++MUv8md/9mfXeYV13k8SiQSrq6uUy+XtbU6nE5vNtv3zm3Xezi0s4fOub/u7Wg1qKoUMOzsbeexYgFdHlpjdiFKpCWhobOahO2/m/Hxge/9SqcQLzz2DoRbDqJYyvrSEwzxLV7OTgbYGpMIqlxYDZNDQvecQCf8yH73zEOVUlEjQy6XlEA69gmgqjz+aIpEtYTIaEUmVhOIZGtt6uP9zv3WF2PtXDx3ltz95C2veIMubYdYDSVpdNrQaNc+fGmHN68eslXNgoIUnXhllZ5sdhUJOvlhizhOmUyCmrcXNgVSRi0sbhKMxKiI50XztHTcuvJGJiQnUogK7dg4ysRpifMlLMpXGYVThMChpdDqolMvI0DCxuIHZoKHZpsMTiNPTtuUT/Nix87Q4LYwvblATydlMVBi66S4GBgbeVKxfy6HjzVKxPw8uu3aUlDnuPdh7VbrWaHHgchVodtqYmJq+piDMVSXvS/3ezzpHsk6dOldTF3zXkS984Qt84xvfuGq7SCTi9ttv5/d+7/e46667rrHnm1MoFCgUfhKxeeOctjo3NrVajc3NTfx+/3aELuD3UasU0emNV9zgZqcnr9lUMLRzgB89/Syzc/PIpUIUWi3Tq6skYlFkEiG//vBRrEYtZydW8ARDRN4wpuOyEFmeHuXhI930dTTxTC7Ny8PzLKyHcdrNeAMxLiwGufdjnyObydDhsqDTqFn1BnBpRLjcrYzNrTLnWSSTL9LqNFOt5hmf3cDqdLPnkJ3PP/IAZ0cmEItFfPT2PfzK/YcRiGWI5SrOzU2QzOSxWYx85Z9/SKVUpKfFhkQsptVpxWUzM9DuRC4R0uhoYFkoJFWoEUlkKZdKeDZDPHX8HIN7jyIQ8K6iZbPTk/Q02Tk4NMjE7CLf+u6TtFvkpLN5nHYLuWwGygUcJjWxhIZcoUypUmM1mKa3V8etRw/x2rlRxlajLPviHL3tbj784N3s2rULiUTCyMjIW45feaNDx3vJZdcOhGKsFvMV6drL41iKpSoLc1NvKggdfVfPffx5827mSNapU+dq6oLvBkSn06HRaPB6veTzeeRy+Tve98///M/54z/+4/dwdXXeC4rFIisrK6TT6e3au3wiSG+TFZvZdtUNLp2MY3Y5rzrOQHc7p4cdPHviAj0tTtZWlgmFQuRyeXpaG3no5l1IJGJkYhHfefkSrw5P8uFP/Trwk6jh3sGubfusL3ziPs6Nz/HKmTESlSzZoojWgf089PBH+Luv/w3mZiejk7NEwmEivgxSYZkOl5GoRopIAEqZmNmNOPt3dpFKJPjKt77L7Pwih3Z2YDObObq3j/VIjrmNGGqVkjuP7GNkepELM2tMr/r48M2DNNpMrPnCjC96UcgV+CNxepvsLKx66e/tApGMde8mw7MbFCW67YjY5df0do0LP83layuRSNg90MOF0XEO97kYm10mk98Sew1WE2q5CINWSziYRVCTIyBDIpVCiJg7brmJAlK8WelV4u3NxPpbjcl5L/hZxrFcSxBOeDPcc8fO93yd72aOZJ06da6mLviuIw8++CAul4tarUY6nSYQCGxZWo2P8+STT/Lkk0/yR3/0Rzz66KMcOnToHR3z//g//g/+03/6T9s/J5PJa3Zz1rmxWFpaIpvNAuD1eiklg3zi7oNvO4D3pxEKheg0KmY9IUamF0nHwjTaTNx2YICuJjvReJJKtUoomsBq1BCriOju7mZkZIRvfeNrtJmE6LQ6RqeX6W5xYjXpOTLUh82gZjWc37bPkkgkqLV6/MEQP3zxVXLpOEKqrPkiWA0qysUSMpmUFy4sMecJ8/cfvpsVzybPnhihWq3yW5+6m8llP5VClt7+dgZ7OxCJRIyMz0A5j6i/g8LLF9jR20FPayP9/X1cmllBEi9ycXYDiVBAvlQjmy8jlghI5qvUlBZ+6zd+44qb/9s1LlwrVRiKxvEHpfR2tlIqlYjGU5w8fwmxECZnF3HcugONVk08nsSfFxPKVKimkzitRnKpGHq1HJnSyuT8xjVTx28m1uEn41feaz5I41huFIFcp84Hnbrgewuam5tZW1t71/vfd999PP3002/6+wcffJAHH3zwqu2rq6v8yZ/8Cd/85jfxeDzccccdnDx5kqGhobc9p0wmQyaTves117k+NDY2Mjc3h1QqJZWI09tse2cDeN9Qo1apVHj5ldd4/Ecv0N1g4ciuIaZmZlFKBKx4NhibW8WsU1AqVbE7HOzctZfVeJUXnn+OyMY8ylqagdYuLAYNP9zY4JuPv8jBnT1YjDrmlq+2z+ru7eeJR7/JpsfDUIeDz967H18kwbeePo2QGnPrYV46P0e1VuP/+s5L3DXUxpHdXcxuxOjpaKGIhOOnL7Dk8dNw5hLdLQ6CwSAyiRh/ssxAfx8qnZnmltYtd5GFVdocOnQqGcPza0jEQkKpcxQFEkRqC0M33cWuXbve8TV/s1ThcjbKt74/TDoWYXJuAe+mj5RSwgNHB5mYWeD4hXn8qRpFgZxVb4hAPINQJEQtLDO96cHiaqEarmFp6r6mIHozsQ7XdsJ4L/ggjWO5EQRynTq/CNQF3w1Ic3Mz3/jGN2hubuYP//APyeVyfOELX2BkZOSa1ll1bmzeScG5Wq2mra0NtVrNmZOvYG5+6xvctQbwTs3M8eRzx2hrtPK7v/4RbGYDDpOaDc8aJq2CiZUgTU47bqcDfzzPpZlFKgoLMuFWuuxFYQWBSERvZysOm5knjp1lcjWM1JfCF4xgdvfQ4HTx2HcfJZ2MI1eqWfdHoVrCbdOiU8tQyU2Y9RpePDfD6YmV7XVPzK/xu5/7EBVE+FJj/OjVETQKIQf7mkinUpQKSc6PRplZ8eNqMGOzOnC53cx7gvS2NZLNZhDWynQ32bE2NPI3382j0uiRS8V4PAGO7N/LQw9/5GcSINdKFVYqFUq5JDMTl/iHx5+l3annozf18fr4Ej84fpEKYjbTAlaGV6jUQKlU09vWjIQCo9OLpMpiPrSnm76BHW+aOm7v7ObYDx8ln4ohlwq3h2DLFKq3bSj5efFBGsdyIwjkOnV+EagLvrfgr//6r7fHYrwbXC7Xv+j8f/AHf8C3vvUtlpaWuHTpEufOnePAgQP/omPWeX+5VhRp3R/i9CvPsbqyzD33fojZ2dkrxGAkliAYltPb2XrV8d5qAO/UlAetVsf9Nw9hM28JGLFIDNS4bW8PZrOJdFXO3Uf38uLrI/zo5dNURAoevHk32XSKjtZmxi6N0Nu2JQCO7uoiXhTT2tHFEy+dIVmRMnHu+BXRMGE5i0yhRCSSEElkubS4yV9/91Xiqa30tEAAd+7v494jg2xueAgk8sQSGXRyAXu7mzBr5Mwte1jxx1CqhUysBFBpDPzGJ+9mfHaVBX+Fp14doZxLopNBIlfmwnKM3bt2c/+dR5FIJJw4exFvtvIzR5supwoNOi0ejwe/bxO/b5NUPMKdB/p58fwszS4HYrmK/Tt6+N5L5xHJlFjNRgwaJQjFyGRyHHYrB/cMItNfZPeRu982hby2usJmIEwxEdpqQJGKOH9x9IpO3veSUqnE3MwUHWYxa+EoX/vOMwx2NdPc2EA0kebc+OL7Po7lrb4UvdP5hHXq1Hlr6oLvLXj44Yev6/lFIhF33303X/nKVwAYHh6uC74PGG+MIhn1eryhGOaKELlSw9T8LF/5ygp6afkKETUTD/Dia6v0dLRis/wkivJ2A3i/9pX/TWC5gtWk396nVqvSYDGRzhUQ1Cps+AJ843vPEorEuGtfFzOeCI0mOZ7FaaQaI0aLg6deHaGj0UKtUmZi2cfEepx0VYZalOeh237iLVsqlTj22mlmQl58kSR/8Q8v8LUnX6darQGgV8v5j5+4mfYmx9b6w2GmVsLEU0WG9vXS2tbG6tIiNQSYTGYO7t2J2erk1YtzVKrQYNEhVemRa438/7/+j8iEZfr6+jl0YA8D3e3bAu/N0npvF1lNJ+MYHHbGx8fIxIJYDWoEWjFWhZaFjSipZJJDewYZ6GxmZHqJ7iYLR4Z6CeUkxBMJjPIaTY0NPH7sApfmV9l98NY3FWuX1/LCc8+wPD3K7r52tFod2UqZcCKHTGNCXEjR6G5+T9Okl7+ABL1rdGhtfOZDBxmZWmJ0eoWLcxt0tHdgtDXgdhc5sGcHy6sb258Hs15DOJ7i3Pjiz3Ucy9t14d59z71XRbPf6/mEder8IlIXfDc4b5y9lslkruNK6rwbLkeRNGo1c2s+svkisBUpUUpgcvQi/7///K+viFx0tLj5s6/8I9987BkO7+57xzc4tVbPZrVGOJ7a3lYsFmlxO8hlM/iiWVZ8MVyWKp+8/xaUCgWRJ15Bpdawo7uFsdkVdvR0knA7mV1YZmJ6jpxAzecfvptLIxeoxBO8+Opp0uk0UqmUsekl1tZWiMcS/M9vH2M9EN8+b5PdyAOHexGIROh0OtLZAidHZtFp1DgtOjQyAUKBAIlMjkim5ODObtxOB4lMgTNT6zz16ghGlYR0sUpzmxy5WsdQTxO/+umPIxKJrnjdP53WK5VKjI6O8r3v/DOJwDpOm5G+7i6M0uwVnc5qrZ7Z+UUcGgE7ultQq5QszOew6EzEMiXK5QqzSx4GOpuZW16np9mBUaOgt6eFi+NTBKNpotkKdpuVmMDwpuNB3ihoDLUYDx/pRqXWsLAewmR18omH792OVC4tzLF///5381G76pzXErvlcpnIxjwf+9AtLC/Oo1SqePiuI9xxeCtVqza7uDi/QXNrJ4lkivvvPMrE7CKzC8vMeTdQq9UYbQ04+lp+bsL07bpwZ2db3rFVXJ06dd6cuuC7wQkGg9uP3yj+6rxzrufQ1nQyjtxkYWbVR6VSBUAoEOCyGVmcKqJTiq9qznDYLHz4zsOcnQ/izUrf8Q2uu7efmbHzTCys09vWiNmgRSaTk0hmSGfzeKIF4pkSvW4JsXiSQDhCk9vFwnqI3rZGrAY1kVCQffsP4HbayVVF2+f8xlf/b9xa6Bhsx9DYwLGT5wh7F+ltsvKy378t9gQCAbcOdXDbnm7mvVFyoSymcBa1UkFzczOJeJyNQBS3Wc3kzDyheBqlXIbTbgUglsywZ2c/vd0d/OiF4wRTJSSOAY7c+QCZ4CqxRPIt03qXxdXMyCmalDn2P3SIdDbPmfEpIukiDRYj5y+MMjU9g6BWYfjEiwx1N6JQyBnoaEIikbIZjOINJRka6GJ0KcyRcJx0JotLp0UikSKoVZBIZBw8vAu3243Zsczr0943fV/eKGjGRy9QyqXx+kOkEzEuTsyRy+f5+AN3/twaEN4qYja76ue+Q30c3ruTRDJzRfRuzevn0uszHL7zIQZdjYyffZnezjS7B3rYPdCzfb2fOn6O/sGd/+J1XuadduG+E6u4OnXqvDl1wXcDU6lUeO6557Z/Pnjw4HVczQeT6zm0tVqtIpLIWfYG6WjZskSTSyW0OC0o5VKC4TBm07UL3+1WC5Zw8WcawDswMMDS4lFee+lpvvLo8wy0O8lk0iysePBFM8gUKhrNKvpb7ajEFVY9PmzWZnJV8RURtXxNckU0cWJiAoWwxM27eti3qw+P14fbpOLoIzczOr/JR27dzbwnQCZXxGbUEIimeG1sjX07e/j8g0dpa9qqZS2Vyjx1/BzTz5/h9PQ6uZqE3UN7yCfD5PIF8sUyC+shBnfsJJ5IEoimsTqbAGhvb2ddKn7btN5lcTXU0UCzWU5rk4vx6QUG3HpG5tZpMMrZ3MgyP3yMIwf2cmigFSp5nj52itMj0zitekbGZzBbbDS5G7g4u8E/Pz9MNBigkk+h1OjxRldQGaw4nVuNNW/XOHBZ0Og0akamlqAQZ29fKzta2jGrJYyOXEAhl6PTqn4uDQhvFTE7/af/G79Pz+hIBZ2sQkoqY2I5iEQaI50Fuc7G/Q9sTQ7wbqy/L2nUehdunTrvD3XB9z4Tj8fx+/10d3e/7XP/8i//kuXlZQD27NnzjvapcyXXa2hrPp9neXkZo9mCZ3EKhzWL22HB7TAhEgoJR2N4Qmm62pquuf+76T6USCQ8/OGP4G5q5thLL/Di+CKCGviCZZSCGr/60H7GF9ZIpDK4rAYGezoIJQt0traScDuviKgN7L8NgUDAY999lNdeOUabSYo/EiORTOH1BTFq5LQ0mBid9TAx7+FTd+3DoFHQYNKwHoiiVimoiGq8dGoEd4MdiUSMRCLGatLz4L23s7EZYDmcpqcsIJKp8q0njxNJZNGZbbzwyutEI2GGetrZt2eIWCL5jm3HLosrCgnUKiVef5BMKs7Ne7rRqhWcmvDgtuq5/3A/EqWOhFmDVlolmyvy7Kkx5jxh7FYrGp2edCaHQasglkgxPONl3aShpWuQ3p5unE4nIpHobRsHSqUSM1MTJBR5TrxyjHA4xB1D7XQ4TdgsJvRqBVqtBo9nidGccHsI9r+EN4uY6TRq8rks8zOT7G4142o04TIqCMbSqAxWErkKvrx8+1q+mzTqu4mm17tw69R5f6gLvveZeDzOrl27+J3f+R2+9KUvXTNNm0wm+bM/+zP+23/7b8DWMN2/+qu/er+X+gvB9RraGgwGyeVyOJ1OopEwM0trCMo5cpnUtkhoaB+kIsy/K7/XN0MikbB///4r6sD+/pv/DznfLBuhOKFonBVPBpezgR39rYg8XiKhIK0dXbia23jwxzf0p578AfNjZzHKBZAJYnE3kkkl+Yuvfpd//NFJ/ud/+DDzq5sIqGLUq+hrc/Hw0QHEIgGnRucJJXI4Gxy8cm6Cx595iQM7uijVRMx7grR1dJGrimgebMGXr5Asq0krGpHIawQTcUqZHJ//xMMM9PVs1+u90Xbs45/41LaouHD21PZcwoGBge1oUTpWIp3JEosnsRo0aJRyzHo165sB7tnfRbPLTqkmIpmPIxDJOLSnm0ypxuRKhFsO7iQcS7I0sYhIJKWxwYhAqsBga8KbqqLcDJHOl9824lUqlXjyiR8wcuEcyk4zYmoc6XfjMqlZWfMQjsbIFaosr/uZXPETyQnonBgD+JnLDd4otI6/+Ay37m7nTK1INBImFg0jFEAoVURUzROOVohFw4hqOsRCEXq5gNNnTnJiYgODq4NkLILWYNq+pu/038e7jabXu3Dr1Hl/qAu+60A+n+dP//RP+Yu/+Av27NnDzp07MZlM5PN55ubmeO2117bHwQgEAv72b/+WI0eOXOdVfzC5Xukil8tFOp2mVqvx8Uc+weLi4lWRku7ubl54/rn3NG1WKpUYvXCOPU0qdnW3cWBHB8++OsyzJ0ZY8YYwGY1MrfqZWI9vn3N0dJSLJ17kUK+DTreNaiGFRi7m2dMT/N0PXwfgj77+LF/+1bsQicRUEdLpMmPWq/EGwmjVCrzhJAtLS2gVQo6fHSMeT7C0GaUgVFKRGbC39l1TAHz7n/4Bp7LIzsH+K7ZfFuiXRi5w/PjLLE1eRK8UYzKZEGS1nA95WF5aIBiOcvLUKjaDEk8uiUwswNm1FUUNx7feD5lUglanp1CqoFLkUemNvD62xGY0Ryaf5+L0MmubIaiU2N3fRW93B+2JJN6slP7Bne844jUxMcH48En6mm2oNEoqxQI9rS7aXGa8/hArvhhPn55DrdVw81A3VbECt6byM5cbvFFotdgNqKQCRi9eYGN+HKVCRkdTAxajhrNPnaLNLCeRr3J6bAGDQoxCJqRUgbHZVda9Ifb2NmMWpzHJVT/zOt5tNP1aMyXrXbh16vz8qQu+9xm1Wo3D4cDn81GpVDh37hznzp275nNbWlr4+te/zu233/4+r/IXh/crXVStVhEKhds/C4VC2tvbEYlEiESiNy04f6+7D9/oqNDRuiV8/tUjH9r2x/VfWiFeFDO4w0HZ6+Gx7z7K2bNnadMKuHlvP2qVknlPgN/+r19lZTO8fVypREIwkSUcTyMWClArJISicdZ8YUrlCh1OE754BqlcwYnxdfL4sVgsFIs1tI62NxURbyXQdVoNL3z7URwaEQ8e6qfRYSEcT7GwHkKmEHH+leeJprOUdRIO9O7Gu1lgeXUNlaRGrlBgeGoZkVhMugh6vZ6l1XVkchUqYwOiLARiK2yEEggFQvZ1WOhtdxNLZhi5eIF8VYRY1/AzNQ7MTk8iquS569AOkukML544h1krQ6+Rk8wWGZ5ZRyqX8SsP3EIgEGA9nEYuKDHU6WJ4ZpaJiZY3PdcbI3rTkxPkEwEeue9W1n1hyrkMuXSamwa6sBm0pAsVIvEMQgGY9WoONDtJFITMLK6iU8lJZrKYdGoevKWJX//oHYzNruB22ejvbv+Zyh7ebTT9WjMl6124der8/KkLvvcZs9nM0tISjz32GM888wxjY2Nsbm6SzWZRq9XY7Xb279/PAw88wIc//OGrRlDU+dl4P9JFkUgEr9dLZ2cncrl8e7tUKn3bfX96lt7Pm2s5KkgkYg7t6iGTTPDf//E5mhtdGGox2s0GRJI8nrkxevZ1opDLePqV83zu9/+KRHprkLJQKOCmHa3s6Gjk6VOTuB1mmhssTK/4KZUqVBDitBtIJNJ06PTkyzU+oTTQ0ezE3d7L6mboLYckv5VAH740iaSc5pN33s6+XX3b23vbkvzzj16DQoKh7nZsVhvDsxu0NRjR6M08f2aGqnABe4Obe+7cQ8C/ybovSDCWxuBsI5XNI5XJSRdrGFVS/uOnb8di1F1x/K88+jwSNG97vX86tSoppUm59Vj0aswGLScuLW/VMhq0xDMFWhrMFNIxkskUPS0uNNIywfAGwmKSqYmxa34ufjp1uikpYm82MH7pIsFInHsOdnP24iSznjAyiQSZVMqp0TmWNyN0uK24rXqWAyk+efcBOpsdvPz6CMveMGqTCbVKidWgxu/bZN/+Az9T2cO/JJr+Xv87qFOnTl3wXRcUCgWf+9zn+Nzn3nkHZp13x3uZLqpWq3g8HiKRCADLy8t0d3dfEem73qSTcfbt7L9igK5Rp2Z2fokfHj+PVi7mtz55OwqZhGAshUprpbPJTjyR5N//yd/wte+9tH0ss07F7XvayRUrJAsVcmUIJXK0tqjwxEo0NUppbzYTDEeIp3NYrRomVrzsGuxFIxfj921iNlrf8sb/VgJ9ZHKB3pYGGhusV+xjNmhxGOQEQhWEQuEVs+NyAhXetACRWMiHdu/CZDQwOb/C//rnF+jvbmefA7ybm6z5YySzJQYdOhSyK8WoXCrGpFOSfhtbw58WYv9ve/cdHVW1Pnz8OzPpmfTeC6QQErr0JkWRIlgQEbAioqj32hAr6k+vDdFrASuoiIoKKIIoSu8tlEASAqT3npn0Kef9I2/OzZAOKSTsz1pZnDmzzzl7CjPP7PLsEF83Dhy8QHyCiglDenP/tBFs3Xea+JQcKip1ZBdo8PdwoKCkDB9fP/pEhKBSqfAqKyc54xAXEuJNzn1pi96c6ROJ6t2L+IQL9Ivw5cipeAJcbDBXSAyK8MfK3IzMghIKNXmk5JagtrPFiJLSiiqqqypR29SsuV2kLSc1t4hbrrsOqMkRma0prnluWzHsQUy+EISrmwj4hG6tvbqLKioqSExMpLKyUt5na2vbVtVuM2p7x3oJdI+cPUuFthhLa2uGD+hFn149AfD6/+uk2ljb8NGPv5OVXyKf54bBYXz4xK38cyyBsCBf+oT34OOfdnAkPoPCCnB1cuK3Pafp5e9CaWkFVQYDToXVuLm7ERUSQH5hEdmaYiqb+eJvKkC3sLEjMMCD0rLyesfZ2VhQXlGFWq2uaS2qkztu0MB+fPrjX2zafZIybRFWNvZ49uiPwtmN9TuOU1xcgp2dHSqFERs7e6JjL+LlYo/a1obSsnJyi0rx8vEjX69u8rm+dAxbemYONtaWqFRm2FiocHO0Zf6tY9h34hw//X2EE+czCfb1oEfPnvh4usut+TbWVpSXlRF9/Ayfr/gQKxs1+QWFqJVVhAV4yC16pfnpnD5dja2NDfnFWiqrq7GzVZCWmY1Br8PLxZ7rwv1xcXZkV/QFohNSsbayYu1fx7AwV5GaXYilpQUHT1/A1dmJqJCaLv/SsnKsrGyA1gVqYvKFIFzdRMAndDmtTf3Q1t1F+fn5pKamIkk1S4gplUoCAgJwdnZuk/O3FZ1Oh6RQ8fvfeyjOy8TT3Y2Rg6LI8HJEWaXly407CQnyxWAwkJGdS3ZOPnnZ2eTm58rBnlKpYNa4fsy7aRC7TlzExtqaARE9cHSwo09Pb85lFGPr7IVfeC9OJqSScSodFwd7dLoqZg0IZNTACMzNzSgtK6ey2khaXv0v/ktfT2tbO6xd/EnRVJkE6JYOpzArz6oJwMrKUdvayOfIKyolp7CM8JDgeufetnM/TtZww+j+GDADYzVp2YVcuHCBAE8Hxg0MwdXZiZ83baWyVEO15ElBpYJsTTFWVjb494xAn55DdaVVo3VW2zuSlJzM0FB3XJ2d0Ol0JCanora24kRCOifOpRDZw4fInj5k5Bah1xtRmllgUFpiZWUtB3tGo5GYs/EkJKXhYmfBiAgfDhw7SerZWKZNHMWI6/rJLXr+Xq6cik/CyUFNXHIKZy+kEexmTb8Qb5AkDHo9yZm5aCoNoFRSWFJBplUxpRU6rCQV8Sk52NtaozdCcVk1+cUa7GysyC0qxb9nRKsDNTH5QhCubiLgE7qUzkykbDAYSE1NpbCwUN5nbW1NcHCwydi9q0Ht86TNTcLJXk38hRS0xQUkJJwjITEDSamkWm8kIyOL7btLUSHh5+mCY5AH9mpLTsYmEX0uhbAAbyzNzYi5kEmYvzu9evigUikxShJWFuZIRgMRkVHcNfduIvv0I3rfX0weNZBDx2NIysqA47Fk5uSz+2gM5QYlPsER9BmqR6fTYW5u3ujreT49FRffUGbPmWfyeh7bnYmLgw2n4pNwd1KjtrUhLTOXA2dSwcoOL3dXk+dh7+Fo8nJzmDH1JuycXJEkCaVSiYudNbGnowkZOJHRQwcCMO3GcRzYv4+qcg1hYWH4+9cky84vLOJiZmy91Txq6+zk5Ul8wgXOHt5J3gUHzAxVnEvJIjcrjRFRAdhZmxOfmE50XDJ7TyYyrF841/XrTX6ZgZyCIlat38awfr1wc3YgMTWDE2cSsLVzoM+gCCJCgzl5Jo4bh0ViYawgIyMDtVpNfrGWiJ7+uDupUZYriKtWUlhcgpOlhJ3aFgszFYVFxVhamBGfmMaxhCySsgrRlpYzZ9oo+vYO42z8BbRaDSMG9GLbkXO89slPRIb44uXjhz49h4uZsa0K1MTkC0G4uomAT+hSOiuRcnl5OYmJiVRVVcn73Nzc8PX1varG7NWqfZ5umzgcBzu13J2bk5PD/pgL+Lk5MXVMf07HnqeqrITx14Xj6GCNziBRWg0zp1xPr8h8YuIv4GRvy5DeAYQFemFlaUFFqYbiEg3nU7PB3JrwiJoUKrUtPH/sPU6QpxNVOndW/foPxuoKeoUEMnTIECwsrTh9aDsZ6WlycNDS1zMqKorEi+c5GH0Ac0Mpkq6KsvIKckuNBPcdRUBggHztwmItZ+PPcTj6LEMHRlFpABuDEaVSga2VBQWF5QwK9yU7938zj6PCe5KSlsXxUyfIKChn1MgRDbZQnThxgrjofQwM8UaqKCI+9Ty2lkpuGhLGmYtpHD0ejVarIcTLDj8XWyKCfegb7M7wqEB2nUyhZ4APbq7O+PgUUKEt4mxCMhczCvH19kSFkUBfL8qNKiLDQwAoLS2lb29fzJUS2VmZhIcEE338GBE9NPJ4Ow9XRyYO78+Zc4ls3BtHVIgfTvb2ZOXmsTcmhTNpJfToEcLovkG4+/YgJa8UJ68AXHzNkQx6QgsqOXw+n1Lrmq7r6kqrywrUxOQLQbh6iYBP6FI6K5GyXq+Xgz2lUklgYCBOTk7NHNVxLu1iPHs2lhGR/jg52KNSqegbEYqrgy1nzkhk9fQgNbuYiB5+fLtpF8u+Pc3CW0cxdWQEablainUWBPQIx8Pbl6JiDZKlNYm5peilHFwd1VRV6zgRn8qBM2kMun66HAhd2sITm3IRb29veXJBbbdlZJ1grrWvpyRBld6A3qBApbJGZWuFu70VPXr2YMrUacTExPDTD2vRa3MIDfSlX78o/LzcyU5PJiU5EW8XB/ROduTlZOHl5sKF3FL53Obm5kydOAqD0cg/h2NQOtdvodLpdPz041oCbCoIdLVCW1qOxliOj6MLLnZeFGm0nE3KZFTfICRdBTqDEQtzM8qAyB6+6CQz/joST65GR1iwLx5BLlSVazGgoFJScCE1BzOlomaIQnjN2MraFr0QP3eyNcUMGzCQlLQsftsVjbXKgJm1AzFxF/FztuS6/pFoy6tJzNViUWzA2zuAyVPDGVxlhkqlYkSEDxGhpt3eAPYunlh7ZbDgkcfb+q0pCMJVQgR8QpfSWYmU7e3t8fLyoqSkhODgYCwtLdvlOpejoW7RpDNHqNLkcvr0KXr3juTs2TOUFeViKCtkUC9/cgpLue/5DzkWmwTAx7/sJj2nEDd3d+6ZN4cBUb3Y8Ntmevi6MXhgX87FnSVPkw+GLIrLKjiXkkdehRJbKzN+XveDyRjK2haeNd+sxrLcieqKUvbv242VlQ2eXt74+PjIwVxrXs+YmBhKshN5/J5b600K+G3HYeLj4zE3Nyc8yJPhA8ZTUW1EEX0ana4Mb2cbqrVFeKkdsLM0cKG4gFRNKU7ePU2uaW5ujrurE2Oun9DgOsYxMTGU5KQxZPpwQoIDOBIdQ2igN/5eLqRm5uFgb0dyZgy9A5wJ9XGkWFPKP4djcLazxtfThWpdNacT0vDycOWBW8fj6mTPqbMJxCVlYO/kSsz5FMqNKqZOHCW3rNW26FmpwMraUQ5M9x6O5pc/duHiac65tAJcbFzoH+qHndpWnmxSu2Sa7v+PPxSzaAXh2iUCPqFL6ajUD5WVlfXG5Xl5eeHp6XnVdeE21C0aGRGOs4WOsqJcTpw8ia60kL7hQZw4XU5KRi57os+RmvW/7sxRfXty101DqTSAhUKPUqkkNz8fD3c3pt94PTEBfsSfT0Sr1WAoKqKfrQOaKri+X1CDYyh1Oh3HDh9gUIAtjv52qJ0cKS0rJ/VCLAUF+Tg52HMuO7tVr2dLWgONRiPODnZUVBsBsLG2JOVCEhP7RFFdZUlxhZ6Q4ADyizX89cMf3OQbUu+atRMVGpqYkZKSgoeLI0np2Rh1VcSfv0CvAA/KHGyws7XCXKXCydmV+OQsfBwtcHewRYeKvGItJaUZJOeUoFAq6OHlSIW2iBKlhNrWmtCwXgweMpQqoxk7D5+mRFsqP86o8J6ciT/Pj38fY/jggagTEskvLCIpu4gbbp6Jj68fCkMlNtZGnJ2dcXWyB2pmXe8+eoaYjDIm3ToPQMyiFYRrmAj4hC6lI1I/5Obmkp6ejo+Pj8laxwqFAkUzudjaQ3OzkhsKhGpbhaICrUi+eJ7+4QGobW3Yuv8076/5g2qdHgBzMxXTx/Tj4yV3YzToKSjVUVSUS8zZOFLzSgnrEWCS5iQ1NZXUC7GUlldSWG0udw9eOuauoRU+4H+pX7K0OajtfVv1ejbUGqjT6YiJv8DREzHEp2RjYWnNyEFRGI0SKpUSD3srytRmbD8Sj5PagrIqA5VGJQkpeWBpz9HT5/Dx9qo3ozQ8PLzBySTbzxxHX12JtiAL/4kD8XS2x6jXUVhYSH5JBfEp2ajMLUnLycNM1YPQQE9UZpZk5ReRnVdIaXklzmor/D2dsFYZSU9NJjGrhH5DR9e8bqE92R9Tf6ZrhVGFb++hVNm4sj/WtKv553U/MPa6SEo0ZXKuRVdHO/KLtRyPTUarcpa73cUsWkG4domAT+hS2jP1g16vJyUlheLiYgAyMjKws7PDxsam6QPbUUtmJTcUCNVOQNh9IpaSogIc7Wx4atkatuw6Kpfx83Tmm1fnE5eUxfodJ3CwMScwMICUjFxO7o/Du2cfDMpK8usEY9lZmZgrIT1fy4CBg+RzXTrmrqEVPqAmqa+5Eo6cjueuBye16vW8tDVQp9Ox+e+9FORm4KkGrwE9OXw6gb27/ib6pBuWKgldRRkjB/TC3dWZrXuOkVdSiZmjLwOvG0z/Qdfx266TZJRb1JtR2thkkr937acgK4WwoGBOX8zGoK9EoylBiYKzSdlo9Wb4eDjhZObGn0cSUJhZEOzrTma+hr+PJKDTG9GWV1Gtlygpq6KgpIxKnb5mcCJQVKJh0JDh9I7qazLTdfCYyY1OoNAUFeDuao6HgyUFuRL7TpzHwsICb29vekf1Jb/KTD5OzKIVhGuXCPiELqW9Uj+UlZWRmJhIdXW1vM/d3R1ra+u2qvplacks1oa6RWvHeX1TXMxfh+P5cuNH5BUWy/f39PfiP4tm4GJnRWiAF8n5ZaRqqtCmlVBaDlYOHix8+BH++nOrSTB2+EQMFRVVhIRFyJMKatUdc9fQCh+1rU6HT1+gwmguv14teT0byimYr6kgNzudCYPDSc/Op1ynxFhVhqFcS09/R/y8XEnJ0nPi9Bn8AwLx9PTg5puHyAmZ9xw6LqeUqUun0/HX1i04SUXExpyQxx66u3tQrClDqy0jKyeP5JxiysvKkYw6qqp0SEjkaSqwNTMyd/IQ9p5OZcuR8zjFpmFtrsTOxorE7BKKKiTOJBcQ4KclvGdPvCoqycvNwc7BUW7VbOlMV51Ox4WkZHQ5FdwwLIrJwyMbHb9X+74Qs2gF4dokAj6hU7Q2eXJdbf2llZOTQ0ZGhpxIWaVSERgYiKOjY5uc/0q0ZNxaY92iJdpSFBY2zJpzN6eeWwLUrOLw39eeIS+/gKzCUiqqDLh6+TFxwnB8fHxQqVTsOXScjHILbGxs6gVjFwuMhPt74OPlxs+/b6O0tBS1Wk14SDDFJRp5zF1DK3ycy0hHrVbj7OGNV+8g+XVu7vVsLKfg0dhk/Hx9OJ2Yi42VORkZaYT5uxEREEFZqRZbK3OG9w0l5lwi+47HEBLRTw5SGxsCUHutxNgTzBgZToCbmuizF9ny107OZ+SCropBYT7YWJhhZ+lAWq6CispqBg32xUKlJDYxi+yiUn7fc4opYwaTW1RGSXklmuIilCozLKz0PDD3RpzsHUjLzcAqqxDJoCcmMYuYtOJWt1LHxMRgrTKA0gwnJ6cmx+8JgnBtEwGf0OE6M3lyXXq9nuTkZEpK/reEmK2tLcHBwVhYWLT59S4nyG3JLNbmukVvnHQTRYUFrPjkY/7vmYUM6tubA8dOcvZsNtMm9mfMqJFyypRLA6FLg7HDhw+z5suPqdIUYGNljqaklKQLGnbs2kOpwYzHn34BqDPWMrTUZJmz2hm1kX36tfh5q23lvHnsYNIys9m+9zBHEvIorFDgWFaJXmWD0tyM0tJS+od6M7xvCKfik4hPzgIzWyqNKhztrCnRlHA+Ka3JIQC117quTxiWVjZExyVTUFiEh6Mlxiorgn388HC0pqisCn8vFwLcnYhLzcHFXk3fnl5IQCQScSm5FBcVMKRXMLnFZZRXOlJYWEJGsY5+vcOJCu8pB8IxseeoUKi5Z0brW6njY8+0ePyeIAjXNhHwCR2us5In11VRUcGFCxdMunA9PT3x9vZul4kZlxvktmQW66Xdojujj+Hm6cWwOt2iTz39DBMm3kBCfCz7YzOwcg3CP9KBizllmB092eKxkAqFAhtzM/ILCnGwVtIr0Au7UHcupOexLyaVA/v3MXjw4DYdaxkfe4YgTycOHY8hLyeD0EBvIsOCOH7mAuboKS3Ox9XaCYPRiKujGjOVEjtbG0KCgxg8IIrgoAAqdh4jPqeS/bEZ8tJtWk0Jq79YaRJ417aoqm0D2LhpC+52Ztw5cRB/7j+Fra8r1pZmpGYXojcasTQ3IzTQEwtzFUVlVZRW6nBQ22BjoUJCQWJaNkOjehDs7cy2AzH8vu8M7r6BxMaf59iJ06jVajzdXdHqwhk8ZvJlvedbM35PEIRrmwj4hA7XWcmT67KwsJADOzMzMwIDA3FwcGi3611ukNvSWazm5ub079+fkydP8s7y/zJ06FAWPrxIbrkzNzdn0KBBDBr0v4kWdVscWzoW8kJCPD0CfSgvymFUnwDsbCwwN7egd+8IIsIyWb/vrPxY2mqsZammGHOzKvLzsokI6UFVdTUlmlKc1JZkZeRSpiqnwtEGlVJJfnEp2vJKcou0+AfUzA6uqKzEwsqWkWNGMHPWbNPAO9A08NYUFdDX15+QID9+2AAKyUBOQQl7o88xIMSdAHd7vFwdSEjOpKCwCF8XW1zsrUnMLqaotIpeQd7kFJRQrismPV/L4bPJ6FFy7EI2KQVV+PrpUVQWEurpSkZOHr9vPYG1ezB3h4e3+Pmo+/q1ZvyeIAjXNhHwCR2us5In16VSqQgODiYjI4OAgIBWd+G2tnv2coPclraUabVaHn74YdauXQvAzp07+fTTT1m0aFGL6j5o6MgWBWKlmmK0Wi2DIoIZ0K+3yX3+OgP+bunyY2mrsZa2dg6cPX2YEH9PCopKqK4sx8nOit79fPi9MI1T51JIL6jAxtqKfw7FoimtwMfbGx9Pd0rLyklIzaGwUmJwRGSzgXeRVk9+YRERocH08Pemp6cN0QlZlJSWo1IqsVfbYGNrS2lFFeeTMynRllGhM+Lk4IDKzAxrSwu8XB1JztWix4yTyUVE9elLQA9LVJZ23H/ndKorSqmsLCckNJzefQdxNC6V+Pj4Vj9PYvyeIAitIQI+ocN1VPLkurRaLZaWliaBnY2NDSEhIU0c1bDL6Z693CC3JbNYT506xR133EFCQoJ83EMPPcT999/fJnWvS23vSNKZAlwd6z9vpWXluLu6otEUN3p8axkMBhydXSnSVqHVaqlWGQnxtKeHhyXm5uZMGdWPvTFpbNx1CjcvX4oLCtFWS4yUzMkuKCYxI5/MEgMDR98g56xrKvDOic0kLiUbvf4wcRdT0GmsKNJU4OfhRHJWEYN7B+HhpEaFgez8YmISs8nXVDJ6cB/SsgsoKizC1saKjLwShvQJISIyimHDRvDqsk/o3dOffn0i6z1GTXnVZbVqi/F7giC0hgj4hA7XEcmTa0mSRHZ2NpmZmdja2hIWFnbFY/Qup3v2SoLcxlrKqqureeGFF3j33XfR6XRAzaSTzz77jDlz5rRZ3esKj4hk7z9/kJaVR0RPf3l/bVei0twKtV3jj6Ulalsgz8ac4kJCPMUaLcnpWZjpSxnT250gZxVlpRoKNeWoLO0IDfZniMaAuZMfSqWCUyeO8dWWwzg6OBLZdwC3zJtM//79MTc3bzbwdlAXk5KVQ/zpE7jbWVBQrCUlPYtefs4UllWz5q/j+Lk7oLayQFKas/tUKjlFWlBZoLY0wygZsLCwwN7WGiuVkdLScnLyCsjIKWTkdf0avW5rW7V1Oh3n4s6i9LDEzUmN1sKSmMRczC2KsLOzF+P3BEGoRwR8Qodrz+TJdel0OpKSktBqtUBNrr38/Hzc3Nyu6LyX0z3b1kFuQUEBN998MwcOHJD3hQb7c89dM7GxtkKn07Vp13KtqKgoekQO5K+Dh3BSW+Hn7S4He9VKa4oryxg0pH4rVkvVtkDmpcRDZTGuUgH6inzMDOXExqYxyM+cnEJr7O3t8fF2JDW7gBNxOVTrDGjS4rl1ykRuGR1l8n6qDfag+cC7pLQcfzc7HPz6ceHCRRLS0og9n4ECI+H+7lhYmFOsrSA5u5gKPdja2aHTSsSmFRIV7EVRaRUWKj0D3F2xd3Ak/lwCx85n4eDhh8q84WEDrW3Vrn2OcjNSCLH3ILxPAL7O1vLYvT59+rL/6El05W0/01wQhK5LBHxCh2uv5Ml1abVaEhMT0ev18j5vb29cXV2v+NyX0z3blkFucXEx/fr1Iz09Xd736P138u6L/0ZbVtZkS92Vjp80NzfnkUcW8elKBb/sPY2/Wxrurq4oza0orizDLSD8igL26OhoclPPMTDUh4Qz2fTwdyHK34Hr++l47as/2XH8ApXVRiJCg6goKOPo2UTSi/Q4qi0ZN3oQo4cOlM/VUKtlc4G3ZDRSmJeLys6CMH9XenjZkZSeSXllNf1DPFHbqtGhQgJKSiv4efsJnBztmTdzKgGeTpSWaknPKUJTVklFqYLCSjB3duKOmydx+tB2Itsg4K9tpb198lgSLyRgbmFJiIebvGxdzNk4sTauIAj1iIBPaDOtmcjQXhn/JUkiKyuLrKwsk2sFBQVhZ2fXJte4nO7ZtgxyHR0dCenZg/T0dBzs1Xz13lJunTweAEtLiyZb6lpS9+ZeRxsbGx57/F9yGY2mGLWdI4OGtCxxdmMKCwuJPn4MJztbMjNSUZvDoMgeZGdl4+Zoy+yJ17Hn5HlOX8zkQraWiPAQonqFkX34LK6OasLDQk3O11Cr5aWBt4O9HUdPniH6zHksbOxIz8ikl7eaHiFhmCv0uDu5EBHkjZ+zNRfS83FUlxMa5Iu5uQqDrhp/d3tikhOpriyjstIStdqOsSFhchLr2IRE9sdm0L9/fzLS09osTU2IrxvDBvapN34vJSObk/vjGDFxuhi/JwiCCRHwCW3iakimfGkXLoC9vT2BgYFteu3L7Z5tyyD31ulTsbdUsPyVpwjyN22xa6qlrrm6Rw0Z16LXsS0fi9FoJC0tjfz8fKoqyrF1dCQrOYWB/o7Y2ViRb25OVbWeoVFBxCTlYG1tgdrKnL7hwZyMPc/F1GyGDeqHj0/9lstLn4u6gfeZ0yc5/Nc2rJU6rh/Sh/DQnrzxwadYGFVUlhYxcEAE9mprfN2dcLY1w1FtjaerHZaWNUGvi7MzaXnF7DudTHJSItf3D6a0rJzUC7EUFOTTp0/fRnMlXmmaGldfH3n5vLormWjLapbF66jk5YIgdB0i4BPaRGcnU9br9cTGxpp04fr4+ODh4dHmiZQ7agxirSNHjpCZmcmMGTPkfc6u7jyxYE69YA+aHhPWXN0VCkWHvI51J2YU5OdRWl6JJEkU5OWgLLfFUq9BpVQDYG+nprCwkLziUoZE9aC6upq/j13E6uh5ElJz8A/ri4ubh5xzsLnnojZYBajW5Jg81vAegaiqC7C3UqFS1Cy119PPg8SUdHp4O+JkZ4OttRXW1tZk5xei0xnpExZEep6mwa7VuJRs7NyD+P67b1u9hGCjz9nZWCqz4yktysXTy5u+EaEm6wNnlFuIYE8QhHqUnV0BoXtoyWSA9mRmZoazszNQ84UeFhaGp6dnu6yaUdtaM2DkjWSUW7A/NoOMcgsGjLyxTVtWJEni/fffZ+TIkcybN88k7Up4RCTn0/Pqdc/WBm/hEQ1PnGiu7hcS4tv9daxtDT6y+0/MqkuwUVRiWV2IQZODJVUU5GRQXlZOcnoO5RVVODnYU1Zt5EBMIlYWKnR6PT6+Pti5enLDzTOZe/e9XMwsaPVzceb0SaTqcrbtOsDn367j+w1bMLewoFInodPpycjKoVhTioezPRn5GgySgtIqiewCDRUGJZoKI0XlekZeF4WllQ2/7Ypmz7GzpGblk5KRzbcb/iIlu4Sy3GR8bKoZEeGDj0010fv+YvPvm+SZ1a15zqL3/UVkkBsVFVVIFcWkXojl9OlTGAyGZh+vIAjXNtHCJ7SJqyGZsq+vLwqFAk9PT8zM2vet3V5jEGsVFhZy77338vvvvwM1X/jvvvsuX3zxBXBlrYxN1b0jXsdTp06RmRRP75BAqqsqUehK6X9dBJ4OlmzeE0253p7C/GxyziRTVq3Dxsqa5OxiLKzU5BVXcCgum7ABo+TuUKDV4+N0Oh2HD+7H185IsLcL9kodeWmZnItPo7KyjIFh3liXVqKwLCfQ3wdJZcXfxy4ytE8P3NzcqS6oYNfxBFwc7dBXlWFvY4ZFndQopeWgqVbSy9ORWyYOu+LW0rot6A52ajb/vZeY5Ax8Xe1IzojhQmoOGp2iXVqYBUHoHkTAJ7SJjk6mXFJSgsFgkFv1oGadV19f3za9Tmc4cOAAd955J2lpafK+xYsX8/rrr8u322umc0e8jtHHj+HsoEZta0Nybg4+zjb07+GBUqmgV6AnKYXVjBzcn/9+voaT207j7+2Bj4cLri6ulOiUzJg7mclTphEfH8/P636gVFOMlY0aaxd/UrXVTT4Xtd2iW//YTEHGRaIifXG2NOIX4I66TwD9Q3x46bNfWfPHYSaNGoiDBs6eT6FQW05BsYZSvZKwEBV+vjZY26rxcLAgJaeAEX3DCPJxM1nWLK0wmrAAjzZZQvDSFvS6Y/fOpuRToajkngcWtNksd0EQuh8R8AltoqOSKUuSREZGBjk5OSiVSqytrbG2tm6Tc3c2o9HIsmXLeP755zEYDACo1WrunXcXfaN6ExMTY/KF3h6tjB3xOhqqK1G72KJUKrE1NxDs6YxSWdP17upox7mMdAb3j2LxY/P55Z9jRERGyePfhkVEEh4ezl9/bq03seR8eiouvqHcedfcBoOeuhOLdIWpDAj1wdoc/FxscHWwxtHJCW93Zx65fQyvfvEHmZsPEebrSmRPH24eM4CLaVmk52owYIarkwMpF6vYczKTQX0juH5oP8zNzUyWNXN0dKgX7NVqbWvppS2v5ubmDIjqxYCoXsRG9mJ/bEa7rz8tCELXJgI+oU10xESG6upqEhMTKSsrA2oCpIKCgm7RqpeXl8c999zD1q1b5X0hPQJ549mHiQjp0WEzntv6dWwoxUuxRoufkzm9Ar3QFWdSWlYul88v1qJW10zWKNFoiYiM4q65d5ucMzo6utUTS3Q6HT/99BP7/v6dUH8PcnPzifR3ItDXGSOQm5dPlc6AUqlCbW1FD39P1Gp7hg8MxVIFllY23HTDRFQWVvz8xy6+2vA34f7uBIb0pkJv5OCpc/WWNevXP7zNWkutbe04G3eO0qJcKivLsbKywdPLGx8fn3ZbjlAQhO5FBHxCm2jvZMrFxcUkJyfLLV+13bfu7u5tUf1OJUkSN910E8ePHwdqHtvkiWP54u3n8HT/X6Lojpjx3Javo06n49eNG8hJOY+7Wom9vpLchHhiY1NIS7Cmf0RPPL28Sb0Qi1dZOZXVes6n5TFg4KAmWxRbu1pIbcveiX1/MaKXB/0iQiguyCE9K4tBYZ64urqSmZ1DWnY+7h5eVGJBeaWB/iFqxgzshdrW5v+vJlKClZUlU8aP5Met+7jzlimEBPmZpEVRq9Xysma9o/q2SWupTqcjJy+f9LPH8Z84iJ7/f3WT1AuxXEhM4mJOGYPG3NTi10UQhGuTCPiENtMeXYySJJGenk5ubq68z8LCguDgYGxtbdvsOp1JoVDw9ttvM3HiRNzc3Lj/3nuYNCTUJNiDyxv71ZDmEiu31et44MABMpIScLO3xN5ST5C/G+o+AQzo6c27327h9Q++4LYpEyjW6vnm1x0UlJTj4uFFcYmGE+dSGm1RbO3EktoJD6P6BhPiZY+VSk/fHh78uTeDlLQsAn088ff1Ia+kHLWjK9HnjmJtDgN6BRMSHCCfpzbdikFlh0qpIL+wiIjQYLlrtdaeQ8fRlVuwceNGXn/9dR68pI4qpRI7e3uGDt3DvHnzmD17dqOzyQMDA0lJSQFg4bzbiEnOo9JQ0/VdWl7JXweP4R85rNGW1/T0dIKDg+UZwZIkNVhOr9fz008/sX79eo4fP05OTg46nQ61Wo2fnx9Dhw7lrbfewsXFRT4mOTmZoKCgBs9X15gxY9i1a1ez5TrT+vXr+fzzzzl58iQajQZvb28mT57MkiVLGszv2JyysjI++eQT1q9fT1xcHFVVVfj4+DB+/HieeOIJIiIiGjwuLi6OL774gp07d3Lx4kUqKipwdnZmyJAhzJ8/n5tvvvlKH6pwDRMBn1BPa1bMaE9VVVUkJiZSXv6/Lj8nJycCAgIazLnWlY0fP56vv/6aiRMn8vvGn9ts7NelOiJBtsFgICUlhdizMVibK1BJ1Xi4e9AzyB2FQoGXhxvzyyr55o8jHL2Qh5O9mlJrP8ytJMwc7MiptmHAyMGNvt9aO7EkPvYMPbxdyM9IJCtTS0SwDyP6BHM6Ponf95+lQFtJrx5+ZBVXoj2bTXFZFW7ODijMLU2va2uDu5OanScS8Qvsyfn0vCZb7xIuJAJgaWmJs7MzRmNNl3F5eTnFxcX8+eef/Pnnn6xevZpff/212R8wR06eZf6cW01bE3tHYOni3Ohrtnz58mbTv8THx3PbbbcRGxsLgLW1NZ6enuj1enJycjhz5gxnzpxh0aJFJgFfXUFBQVhYNLx2r7+/f5PX70xGo5G7776btWvXAjWr2Li4uJCUlMTHH3/M999/z7Zt2xg4cGAzZ/qfpKQkJk6cyMWLFwGws7OTz/nll1/yzTffsGLFCubPn1/v2MjISIxGIxYWFnh7e6PVasnNzeX333/n999/54EHHuDLL79smwcvXHNEwCeYuBpWzICalojaX7hQ0wrm5+eHm5tbu1+7ve3cuZMffviBzz77zKRl5+67a8aqtedM2fZMkK3T6Th27BinT56goryMtLQUfJysifD2Iur/B3u1gnw96ennTkBAQL0xes1pamLJuZQcbN0DTRIdn4s7i0uED+ZKIyiU2NjaYGdjxdP3TOalFRv4afsJvGJSCeoRSkCAH+VVesLDw8guriS/SIOrk718jWq9gbikDOY8dGezqWA2bdoEQL9+/Th06JDJY8jPz+ett95i+fLl/PPPPyxevJhPPvmk0cdsbm5GdEw8Gm0Zd906Rd5fu3RbQ4qKivjiiy+wsbEx+dF0aT0mTJhARkYG/fr1491332XcuHEolTUpWnU6HUePHuWLL75oMtXRH3/8QXh4eKP3X62WLl3K2rVrcXR05Ouvv+bmm29GoVBw7tw57rzzTk6ePMmMGTM4d+4cNjY2LTrnnXfeycWLF/Hx8eHrr79mwoQJAKSkpPDwww+zdetWHn74YYYMGVKvZXbw4ME8//zz3HDDDVha1vzgyM7O5qWXXuLLL7/kq6++YuLEicyaNattnwjhmiASLwsm6gYEo4cOJCI0mNFDBzJ93BAK0hOIiYnpkHooFAq5ZcDS0pLw8PAuH+wZDAZeeeUVxo8fzxdffMEHH3zQYLnLTarcEu2VIFun07Huxx/Y/sevlOWlYFZdiKFCS1ZKAlbGMsC0KzG/WIuriwulmuJWXysqKgoX31B+23GYPYeOE5uQyJ5Dx9n490GSsovR5iaZJDrOzUjh0OHDhPh74+jsxqlzqSQkZ1GsLadPiD9mFjaUKuzxDe2LrWcIwb36obZ3JD4lhzdW/shn329i+4Hj7Dp8mvX/HMPMzoP+/ftfUfJtV1dXli1bxr///W8AVq1aJU9GakhESDAA7336renz2MQPgBUrVlBaWsrgwYMbPe/KlSvJyMjA19eXXbt2MWHCBDnYg5phGsOHD2f16tVERnavhM4ZGRksW7YMgLVr1zJ9+nT5R0lYWBibN2/Gzs6O9PR0PvvssxadMzY2liNHjgA1r2ltsAcQEBDAhg0b8PPzQ6/Xs2bNmnrHHzhwgGnTpsnBHoCnpyeff/653Mr4448/Xt4DFq55IuATTHT2ihl1qdVqevToQa9evVr86/pqlZWVxYQJE3j11VflcVTbt29vcExVYwHNbzsOX/GM51JNcZPdxZcTgBkMBv7++2/iTx3Dx8mCMH9X+of4MKKXB3l5+SRcuEBh0f+C1/wiDefT8nBwsL+s1srGVguxdQ8kwNOBGeOGEujtRmlRLlSV0DvIg9OxCRSWaOgTEYJ/QADFFUaOn8vgbGoB48eNZtKkG1n42BPMnDUbG1s1CQkJXN8/mBEDe5NdWMq6Pw+yYddJqi3suWP2HJOxjnfNvZsFjzzOXXPvZsCAAa1qAZ89ezYAlZWVnDt3rtFyvSPCAPhjx37iztd0FTf1A6CyspKPPvoIoMlxX0ePHgVgxIgRODg4tLje3cE333xDZWUlgwYNYvLkyfXu9/HxYd68eUDLg6zCwkJ5e+jQofXut7KykgPwoqL6rfiNjeVUKBSMGjUKwGStcEFoDdGlK5jorBUzCgsLKSoqIjg42ORDz9HRsV2u15G2bdvG3LlzycvLA0CpVHL7bbdy/egR/LB2Tb3xke0547k9uoszMjKIPn4MB2slIYE++Ls54O1sgyHUm/PJWfyxPxZtJYwcdh35xVrOp+VhYetAhVF12a2VDU0s+f67bwnzcyczPYWyolzcndSonRxxsVHx+7ZdfLNxO3pJhZuzA5VGJbllEsOHj8TB3pac6pofFDExMaiVVUybOAoLYwWh/mpG9AslLTOXH/8+hrNXUJtOSrKzs5O3664DfanwqIFEnIknNv48L7+7ksfuv7PJVDlff/01OTk5jBw5kj59+jR63tr/a4mJiVfwKLqm2i73W265pdEyU6ZMYcWKFRw9ehStVmvyejUkMjISW1tbysrK2LNnD1OnTjW5v6ysjGPHjgEwbNiwVtW3tls+NDS0VccJQi3RwieY6OgVM4xGIykpKSQlJVFcXEx2dnabnr8z6fV6XnjhBSZNmiQHe87Ozjz16AM8cueNjIr0a3Rt1bZoPWpIe3QXe3t7U5iXjbuTmgh/F3xdbVEqFZibm/H4vGlYq+358Z/jfLf1EMcSssHClgqjCo+AXm26DFipphiDrpqyolz6hgcREhyAl4cbEaHBzJo8mtScYg7HpbP/bDoZJQYGDBzE0IFRJGUXyY87PvYMYQEejBk1Ev+eERRXm3EhqxiFtSPDBw/Ew821Tcewnjx5EqhZC7qpMXDDho/gsX89CcBvf+0mNqui0e5jo9HIe++9B8DTTz/dZCA5duxYoKal780337yCR9K1GI1GTp8+DcB1113XaLnablRJkkzWsm6Mo6Oj/Dw+8MADbN68WW7FT0pKYsaMGaSkpDBixAh5zG5LZGZmsn79epRKJQ899FCLjxOEukQLn2Cio1bMgJpup8TERHliBtTMzO0O0tPTueuuu9i7d6+8b8SIEdw2eSxzbx7X5hMmWupKEys3NoO7vKwUa6UdjramM1ttbKyYOKI/Rbvj6DP8Bko1xdi2wazvhupRUFSCvqCQ8QOCUduaDgHw9/bA1c2N/JIyhg0eKD/uP/YeN3nctS3cKpUKf39/kxmm6iYmSFyO0tJSXnjhBaCma9fe3r7RsmZmZixcuJAvvviC6OhosnLyGn2vrF+/ngsXLhAWFsbNN9/MX3/91eh5Fy5cyJdffklsbCzPP/88e/fu5b333qNXr16NHtMRxo8fT0ZGy59rHx8ftm/f3uLy6enp8udOU6ll3N3dsbS0pKqqitTU1BbN1n3sscews7PjqaeeYtq0aajVauzs7MjKykKhUHDffffx4YcfNrved2VlJampqWzbto233noLrVbLZ599Rt++fVv8OAWhLhHwCSY6YsUMgIKCAlJTUzEajUBNN6e/v3+jaR+6mtdff10O9szMzPjPf/6Dl4cbfmp9m6ytermupLtYp9OxccMGctIu0DvQDY86M7jLKnWcvZDO2MGms1rzizTEJWUz4LohrZ6N21Q9GppJHlecw9mEOEZEmqYByS/SkJRVyLRJEzibUkBGuUWjj7sjWrg1Gg07duxgyZIlJCYmMmjQIN5///0WHfvMM88we/ZsVqxYwZIlSxoc2/ruu+8C8NRTTzU6JqyWtbU1O3bsYN68efz9999s3bqVv/76i9tuu42lS5fSu3fvFtVr8uTJjaZl+fXXX1s9g/fixYty/sGWqKysbNX56461q7se96UUCgX29vbk5eVRWlraonMbjUbKy8vllr3S0lKTYw0GA2VlZfKKMpfq168fp06dkm8rlUruu+8+nnnmGcLCwlpUB0FoiAj4BBPtvWKG0WgkNTWVgoICeZ+VlRXBwcHdZk1cgHfeeYft27dTXV3Njz/+yLBhw/h8xYe4+l/5+MgrzZN4OYmVJUli3759ZKWep29YEF5uzoT4e6BQBBNRWERicipJ6ems+/MAUSF+8jJjMefTyK9UMG9i27UMN5ZaJiTInwefPsXazXuZXFop1+F8Wh4u7j442Nsi2Xk3GXi2Rwv34cOHGwy8XF1dee6553j55ZexsrJq0blmzpzJ888/T1JSEl9//TWPPPKIyf07duzg6NGjeHh4yBMOmuPh4cFff/3FqlWrePXVV0lLS+Pnn39m/fr1zJkzh+XLl+Pq6trkOZKSkhq9r7XBGNQkdW5PdWdEN/fc197f0t6HRx99lJUrV2JnZ8dHH33ErFmzUKvVHDt2jH/96198++23HDx4kP379zeYeSAoKIjKykoqKirIy8ujoqKCVatWER8fz/Lly5ucdS0ITREBn1BPe6yYAVBRUUFiYqLJF4Crqyt+fn4mqSC6Ir1eb9JFY29vz++//467u7vcgtAWrUedkSdRr9eTnJxMfNxZ3J3sUNvaIAEGoxEzlQpXZyfGD+3L73uV5FYo2HXiIiqlAoNRwqCyYszEqW36XmpsJrmXhxtTbxjFgaOnSMjUcC6jBLVazYCBg/Byd+WPvccZMLLpL8v2aOG2srIiICAAo9FIZmYmZWVlKBQKnn76aZ599tlWnUulUvHkk0/y2GOP8f7777Nw4UKT/zvvvPMOUBN0tDSIhJqWrAceeIC5c+fyxRdf8Pbbb5Oens6aNWv4559/+OGHHxgzZkyjx8fFxXWpPHx1E7c3NcYR/hfotWRlnx9++IGVK1dibm7O3r17TbpfR40axaFDhxg7diwHDx5k/vz5/Pbbb/XOsXHjRnnbaDRy5swZPv/8c1asWMHw4cNZuXIlDz546fotgtC8rv0tK3QpeXl5crCnVCoJCgoiICCgywd7mzZtolevXqSmpprsDw8PN+kuaosJEx2dJ7G0tJTY2FhKSkqoqqhAbWODp6sDof4emNX50vR0dyMstCe3zL6f0AGj8QiOInTAaG6ZfT8zbrm1TYPQplLLDBvYF3sXT5TW9oSH9qRfZC9Ky8rrjdVrTGMpX1qaX68hffv2JT4+noSEBDQaDd9++y1WVlYsWbKEJ598stXnu//++3FxceHChQsmAcPp06f566+/sLW1rdfy11KWlpY8+uijXLx4kTfeeANra2uysrKYPHkyZ8+evaxzXo3qzrZtrqu29v6WpK2pDbgXLVrU4Fg7CwsLOV3Opk2bmn1OlUolffr04eOPP+bDDz/EYDDw+OOPt2p8oyDUEi18Qofx9fVFq9WiUCgIDg5uVQvE1ai6uppnn31WTqB85513snv37kaDgrZoPWpJnsS2aE2TJIns7GwyMzPlfVY2NliojPi41Q+28guLcHByafOW4cYmZ+TmWxERGlyvfIlGy5BhI4js0++yhyS0Vws31HyBz5s3DxcXF6ZOncr777/PmDFjmD59eovPYWNjw6JFi3jttddYtmyZnFbk7bffBmoCwqbGpbWEhYUFzz//PDfddBNjxoxBq9Xywgsv8Ouvv17Rea8Wfn5+8nZqaire3t4NlsvPz29xOpTKykp55u+4ceMaLTdw4ECcnJwoKiri0KFDLR4n+fDDD/PKK69QUFDAli1bWLBgQYuOE4RaIuAT2o3RaDRpvVMqlYSEhGBmZtblW/WSkpKYNWuWnLgWwMvLi8rKykaDirYYH9kReRJ1Oh0XLlwgPj6e7KwMqioqsFHbYau2JyUzlfwOmMFdW4/GJmds251Mr5BgPNz+N8mnbj3aK2BrK5MnT+bhhx9mxYoVPPLII4wdO7ZViY8fe+wx3n33XQ4cOMCRI0fw9vbmp59+QqVS8cQTT7RZPfv378+jjz7Km2++yc6dO9vsvM1p71m69vb2+Pn5kZaWxsmTJxtMkgxw4sQJuXxwcP0fGHWVlJTIk9Ca+79ce39+fn6L61w7c7ygoMBk0okgtJQI+IR2kZeXR2ZmJuHh4SbLBDU2k68rWb9+PQ888AAlJSVAzWNavnw5jzzySLOzIq+09agjZpEWFxezf/8+yopycHeyw8/PC311BfGpKaRkl7Dx74OEBXi02wzuWk1NzvjPijWs+nkLIwb0bvd6tJc333yTDRs2kJmZybPPPsunn37a4mNdXV259957WblyJR9//DGBgYHo9XruuOOOJtOMXI66qWk6SnvP0gW44YYb+Oqrr9i8eTMLFy5ssMyWLVsAmDZtWrM/Ul1dXVGr1ZSWlnLy5EkmTZrUYLm0tDRyc3OBplPCXMpgMMjDRuq2UApCS3XtZhbhqmMwGEhMTCQ1NRW9Xk9iYqL8q7erq6ys5NFHH+X222+Xg70ePXqwatUqnBzs+GLlR3z/3bdER0ebJFFuS+25zm6ttLQ0qkpyGdi7J1PGDGbEwN6MGTaI2yYOJ8DTAVv3wDYb39aUpiZn3DJxBJKVU4fUo73Y29vLa7l+/vnnJjkbW+Kpp55CpVKxceNGvvrqK6AmbUtr1K760JQdO3YANelCOkpycjKSJLX473Jm9d5zzz0AbN26tcHnITMzk6+//hqg0YCwLpVKJS9j9/7771NcXNxgudrXyNbWlhtuuEHen5OT0+T5P//8cwoKCrC2tuamm25qtj6CcCkR8Altpry8nLi4OJM1IhvLNdXVXLhwgeHDh/PJJ5/I+2bOnMmrryyloiAVH5tqRkT4NLpyRltpj3V2DQaDye342DNEBLozOLIndrb/G2fp6uxErwBPFJKhzVcAaUhTkzM83d1wc3bskHq0pzlz5jB27FgkSWLBggWtSjzeo0cPbr31VkpLS8nMzGTs2LEMGjSoVdd/+umnGTVqFGvWrKm3yk1WVhZPPvkkP//8M0CrZxRf7UaNGsXUqVMxGo3MmDGDXbt2yffFxcUxZcoUSkpKmDVrFiNHjjQ59tNPP8Xe3p57773XZP+rr76KnZ0dubm5XH/99Rw/fly+Ly8vj3vuuYd169YB8OKLL5osHTlnzhwWLlxIdHS0yY/ktLQ0/v3vf/PYY48B8Morr1zxGE3h2iS6dIU2kZubS3p6upxsVKVSERAQgJNTw1/YXc3Zs2fl8TyWlpZ8+OGHDBw4kBP7t9XrcmzPlTPaOk+iRqMhKSkJPz8/+UukVFOMu68P5maqeuXbaz3l1k7OaI9l/jrLJ598Qr9+/YiPj+eNN97gtddea/GxzzzzjByQtbZ1r9a+ffvYt28fAC4uLjg5OaHVauUWJ0tLS/773/8yefLkRs/RVOJluLzkyx1hzZo1jB8/nujoaK6//npcXV2xtLSUxw+OHTuWVatW1Tvuk08+QavV8s033/Dee+/JCeN79uzJ77//zsyZMzl58iSDBg3Cw8MDa2tr0tLS5B9XTz75JEuWLDE5p8Fg4LPPPuOzzz5DrVbj5uZGQUEBGo0GqEng/sorr7B48eL2fEqEbkwEfMIVMRgMJCcnm3Rf2NjYEBwcbDJ2r6ubPn06//rXv/jzzz/56aef6NOnD99/922HzJi9VFvMIpUkiczMTLlVJyUlBRsbG6ysrDp8PeUrmZzRHURERPDvf/+bd999l7feeotZs2a1eObmddddx9ixY8nNzb2sbr5vv/2WtWvXsn//fmJjY8nMzKSkpAQnJydGjhzJhAkTmD9/Pj4+DU8UqtVU4mW4vDF2HcHR0ZGDBw/y3//+l7Vr13LhwgV0Oh3Dhg3jnnvu4cEHH2xw7N7DDz/Ms88+y4wZM+qtDjRmzBji4uL4+OOP+f3330lISKCoqAhfX19GjRrFokWLGpwk8vXXX7Ny5Uq2b9/O+fPnSU1NxcbGhn79+jFu3DgeeuihZmcKC0JTFFJtk4zQLWk0GhwcHCgpKWlyrc7LUVZWRmJiItXV1fI+Dw8PfHx8mp28cLXLyMjA29vb5HFUV1dTXV0td1N/vuJDRkT4NNgCFfv/111d8MjjHVbnlqquriYpKckk/5i9vT1BQUGYmZkRHR1N9L6/6rVc5v//lsvaWbBtpbHrZeXk8Z8Va/D2cG1wckZXGq8nCILQ2UQLn3DZ9Hq9HOypVCoCAwNNxqR0Vd999x0LFy7kgw8+YP78+fJ+CwsLk26rjm4JawslJSUkJyebrC7g4+ODh4eHHNx21HrKtZqbnHEoIbfJ9W8FQRCE5omAT7hsDg4OeHp6otVqCQ4O7vIpV8rLy3nsscfkMTuPPfYYw4YNa7R7rT3WXW0vkiSRkZFhMhPQwsKCoKCgehNr2ns95Us1lVvQ090Nt/zqJte/FQRBEJonAj6hxSoqKrC2tjbZV5uhvqt34Z49e5Y77riD2NhYed/s2bMJDAxs9JiObgm7XNXV1SQmJposGO/g4EBgYKDJ+r91tedqE5fqii2lgiAIXY1IyyI0q3aZrdjYWDlhaC2FQtGlgz1Jkli9ejXXXXedHOzZ2try7bffsmrVqiYXTG+PdVfbg0KhkNN9KBQKfH196dmzZ6PBXkfriNyCgiAI1zoxaaObu9JJG3q9nqSkJDk1gEKhoFevXvVa+rqi0tJSHnnkEdasWSPvi4qK4qeffiI8PLzBVCHhEZFdcvyYRqMhNTWVoKCgJoPYzlBvlq6YnCEIgtDmRMDXzV1JwKfVaklKSjJJIOzl5YWXl1eXbtUDSEhI4Oabb+bcuXPyvgULFvDBBx9gbW3dpYOQqqoqVCpVvRY8SZKu2tetOwXXgiAIV6Oro09HuKrUduFmZmbK+8zMzAgKCmrz1C6dxcXFRR7Tplar+eKLL7jzzjvl+xtbx7U9kyq3haKiIlJSUlCr1fTs2dPkvqs12IOOHTMoCIJwLRJj+AQTOp2O8+fPmwR7dnZ2REREdJtgD2oCvh9//JHrrruO6Ohok2APGk8VUjep8tXEaDSSmppKYmIiBoOBkpIS8vLyOrtagiAIwlVCtPAJsvLycjnTfC1vb288PT2v6tahljhx4gTe3t54eHjI+0aMGMHhw4cbfGxNpQppr+XFLldVVRWJiYmUl5fL+5ycnMR6m4IgCIJMtPAJMktLSzn4MTc3JzQ0tMuP15MkiU8++YShQ4cyd+5ck0XJofFuzq6SKqSoqIjY2Fg52FMoFPj7+xMcHIxKVX8tXEEQBOHaJAI+QaZSqQgODsbBwYFevXphZ2fX2VW6IsXFxdxxxx08+uijVFdX888///DVV1+16NirPVWI0WgkJSWFxMREOYi1tLQkPDwcNze3Tq2bIAiCcPURXbrXMI1Gg5WVlckKGba2tvUG+3dFR48eZdasWSaLuv/73//mnnvuadHxV3NSZYPBwLlz56ioqJD3OTs74+/vL1r1BEEQhAaJtCzdXENpWSRJIjMzk+zsbNRqNaGhoV2627YuSZL473//y+LFi+WxiE5OTnz99dfcfPPNrTrX1ZwqJDExkaKiIpRKJX5+fri6unZqfQRBEISrmwj4urlLA77q6mqSkpIoLS2VywQGBuLi4tKJtWwbhYWF3HfffWzatEneN3ToUH788UcCAgI6sWZtz2AwkJSUhI+PT7dIgi0IgiC0LxHwdXN1Az5JkkhOTkav1wM1A/xrZ6529Ra+goICBgwYQGpqqrxv8eLFvP76653eGnelKioq0Ol03SotjiAIgtCxxKSNa0RGRgYXLlyQgz0LCwtCQ0O7RcoVqMmrN2HCBHl7y5YtvP32210+2CsoKCA+Pp7ExESqq6s7uzqCIAhCFyUmbVwjcnNzUavVADg4OBAYGFhv6a2u7qOPPgLg1VdfxdfXt5Nrc2UMBgNpaWkUFBTI+zIzMwkMDOy8SgmCIAhdlujS7eZqu3R37dqFnZ0dPj4+JsmHu6q9e/dSWFjI9OnTO7sqba6iooLExEQqKyvlfa6urvj5+aFUikZ5QRAEofW6VxOP0CgLCwvCwsKwtbXt7KpcEaPRyFtvvcXLL7+MjY0N0dHR3SKNTK38/HxSU1Op/R2mVCoJCAgQq2YIgiAIV0Q0F1wjwsPDu3ywl5uby6RJk3jhhRcwGAxotVr++9//dna12oTBYCAxMZGUlBQ52LO2tqZXr14i2BMEQRCumAj4rhFdPSHvzp076du3L3///TdQM8N46dKlfPDBB51bsTZy/vx5ior+t6qHm5sb4eHhWFlZdWKthK5q7NixKBQKlixZ0tlVEQThKiECPuGqZjAYePXVV5kwYQLZ2dkAeHp68s8///DKK690+UC2lqenJ/C/5e38/f3FeL1uQK/X8+6779K7d2+srKxwdnZm+vTpnD59usnjJk6ciFKpZNeuXR1T0U4QHR3N448/Tr9+/bC3t0elUmFjY0NgYCBTpkzhn3/+6ewqUlpayvz58/Hy8ursqjTr3nvvRaFQtPhv7NixDZ5n69at3HrrrXh5eWFhYYGrqys33ngjP/74I20x5L8rPafdjiR0ayUlJRIglZSUdHZVWi0zM1MaN26cBMh/EyZMkLKzszu7au0iJydHqqys7OxqCG3EaDRKM2bMkN+73t7ekoWFhQRItra20unTpxs87vPPP5cA6eGHH77sa48ZM0YCpGefffayz9FeqqqqpAULFkgKhUICJKVSKXl4eEjBwcGSg4OD/Hz961//avW5V69eLQFSQEDAFdVRp9NJq1evlry9vSVA8vDwuKLzdYQlS5ZIYWFhzf6pVCoJkJ544gmT441Go/TAAw/Iz79KpZL8/Pwkc3Nzed/kyZOl8vLyy6pfV3xOuxsR8HVzXTXgMxgMUlRUlPxBo1Qqpddff10yGAydXbUrVlpaKqWlpXV2NYR29uOPP0qA1L9/f+nixYuSJElSZWWl9PDDD8tfnpdKS0uT7O3tpYCAAEmj0Vz2ta/mgO+hhx6SAMnKykr68MMPpaKiIpP7k5KSpHfffVd68803W33uKw34EhMTpf/85z+Sv7+/yQ/N7hKc7Nq1SwIkZ2dnqbCw0OS+FStWyI/35ZdflgO7qqoq6b333pOUSqUESIsXL27VNbv7c9qViICvm+uqAZ8kSdJff/0lKRQKydvbW9q9e3dnV6dN5OTkSMePH5eOHTsm5eXldXZ1hHZU27p36tQpk/3V1dWSv7+/ZGlpKVVXV5vcN3nyZAmQtm3bdkXXvloDvuTkZDlwWL9+fZuf/0oDvoCAAJPWrP/7v//rNsGJ0WiUBg0aJAHS8uXL691/3XXXSYA0e/bsBo9/+umnJUByc3Nr1XW783Pa1YhBQsJV64YbbuDbb7/l5MmTjB49urOrc0X0ej0XL14kLS1NHgdTWFjYybUS2tO5c+ewt7enT58+JvvNzc0ZOHAgVVVV5Ofny/u/+eYb/vjjD+bPn8/EiRM7urod4vjx4xiNRgAmT57cybWpz8rKiltuuYW9e/eyZcuWLp/Ava6ff/6ZY8eO4e/vzyOPPFLv/trPo6FDhzZ4/JgxYwAoLi5u1Vi+7vycdjUi4BOuClu3buXBBx+s90Eyd+5c3NzcOqlWbaOsrIy4uDiKi4vlfR4eHoSEhHRepYR2ZzQaG/1irKioAMDS0hKA7OxsnnjiCXx9fVm2bFmH1C89PZ0lS5YwcOBAnJycsLCwwNvbm+nTp7Nhw4Zmv9QPHTrEnDlz8PPzw9LSEk9PT2bOnMmJEyeIj4+XJwfEx8fLx9RdxjExMbHdHtvlOnXqFBs2bGDkyJGdXZU2ZTAYePnllwF48cUX5fddXbWB3p49exo8R+0EoqFDh7ZqOc7u+px2RSLxstCpdDodL774Iu+88w4Affr04bHHHuvkWrUNSZLIzc0lIyND/vJUqVQEBQXh4ODQybUT2luPHj04d+4chw8fZsiQIfL+4uJiDh8+jI+Pj5xj8eGHH6aoqIjvvvuuQ94bq1ev5pFHHpFXc/H09MTBwYHMzEw2bdrEpk2bmDZtGj/88EOD+Ttfe+01XnnlFSRJQqlU4u3tjcFg4JdffmHTpk289dZbDV53+PDhmJubo9PpuOeee9i+fTv29vatqvuZM2cavS8jIwOo+Vxpqpyvry+Ojo719jcUCHUHP/zwA+fOncPX15d77rmnwTKvvfYa27ZtY/369Tz77LO8+OKL2NnZUVVVxQcffMDy5cuxtbVl+fLlrbp2d31Ou6TO600WOsLVPIYvJSVFGjZsmMlA3ttvv10yGo2dXbUrptPppPPnz0vHjh2T/+Lj46WqqqrOrprQQdasWSMBUs+ePaXt27dLpaWl0tmzZ6UJEyZIgPTKK69IkiRJ33//vQRId999d5tdu6kxfD/99JP8/+3uu++WkpKS5Pu0Wq303//+V7K0tGx0PNeqVavk4x955BGTWfOxsbHS2LFjJTMzM7lMXFycyfGvvvqqfJ+Pj4/0/ffft2oyVt3Pi8v9W716dYuuVTsmsC3Gm40bN65Fs2hr/8aNG3fF15SkmrF7EREREiC9//77TZaNj4+XP5MvnaXbu3dv6ciRI1dcn7Z8ToXWEQFfN3e1BnybNm2SnJyc5A9gc3Nzafny5d0i2JOkmsHpdYO99PT0bvPYhJYxGo3Srbfe2mDAMW7cOKmqqkrKzc2VXF1dJU9Pz3qzJq9EYwFfWVmZ5Obm1mzal3Xr1sl1PXjwoLy/oqJCcnFxkQDpsccea/DYyspKqX///o0GfJIkSW+//bZJuo/w8HBp7dq1LQr8umrAV3fyQkv+rjS1TK1NmzZJgOTi4iKVlZU1WfbYsWPS0KFDG6xPRESEtGPHjiuujwj4Oo8I+Lq5qy3gq6qqkp588kmTD5LAwEDp8OHDnV21NqXT6aTTp09LJ0+evGqee6Hj6fV66bPPPpMmTJggRUVFSRMnTpQ++eQTeXbuzJkzJUDauHGjJEk1aVnuu+8+ycvLSzI3N5eCgoKkF154odX5GRsL+GpbHdVqdbPvywEDBkiAtGjRInlfbaoZGxsbqbi4uNFjf/nllyYDPkmSpJMnT0o33nijyWdBZGTkFQUVbZWH79LzdeXgZPz48RIgPfXUU02W2717t2RlZSUB0p133inFxsZKVVVVUmJiovT4449LCoVCUiqVVzy7ujs8p12VCPi6uasp4EtMTJQGDx5s8gF/66231svD1V2UlZXVS5vpI0YAACxvSURBVLshCLXWr19v0m2alJQkeXh4SGZmZtIdd9whPfHEE3JL2U033dSqFuLGAr4FCxZIgDR16tRmz/Hcc89JgDR48GB532OPPSYB0qRJk5o8NiEhodmAr9aePXvkbm6oybn53HPPXVaLuAj4TMXHx0sKhUJSKBRSQkJCo+W0Wq3ccttYnr2PPvpIgpr8iRkZGZddp67+nHZlYpau0GFef/11jhw5AoCFhQUfffQRv/zyS4ODp7sSrVZLXFwcOp3OZL+NjQ3m5uadVCvhalZYWMgjjzyCu7s7H374IQD//ve/ycnJYevWraxbt47ly5dz9OhRbrnlFrZu3cqmTZuu+Lq1kxqCg4ObLevn5wdAbm6uvC8lJQWAnj17Nnlsa973o0aN4u+//2bnzp306tULo9HIm2++yauvvtricwgNW7FiBZIkMW7cuCazAnz11VcUFBTg6enZ6PO+aNEi+vTpQ2VlZbdZw/xaIwI+ocMsX76c4OBgevTowcGDB3n00UdbNb3/aiNJEllZWSQkJFBeXk5SUlKbrDUpdH+PP/44OTk5fPzxx7i6uqLVatm8eTMTJ05kwoQJcjmVSsVLL70EwJYtW674urU/SlqyTnPt/826ZcvLy4HmZ15ezv+DsWPHEh0dLecg/M9//kNeXl6rzyPU0Ov1rF27FoC77767ybKHDx8GamZRW1lZNVhGoVAwfvx4AA4ePNiGNRU6ikjLIrQbnU5n8kvfwcGBLVu24O3t3epUDFcbnU5HUlISWq3WZL/RaESlUnVSrYSuYPPmzaxdu5bbbruNmTNnApCQkIDBYCAqKqpe+bCwMABSU1Ov+NoeHh4AJCcnN1s2LS0NAB8fH3lf7f/brKysJo+93EDNysqKjz/+mLCwMHQ6Hfv27eOWW265rHNdbcaPHy+3sLaEj48P27dvv+zr7dixg4KCAszMzJg2bVqTZYuKioDmW2Zr76+bMFzoOkTAJ7SLn376ieeee47du3ebZFYPDw/vxFq1DY1GQ1JSEnq9Xt7n7e2Np6dnl26xFNpfcXExDz30EC4uLnzyySfy/qqqKpN/69JoNACYmV35x/WwYcNYs2YNO3fupLS0FLVa3WjZbdu2AZischMZGcmGDRvYuXMner2+0TpdSaDi7+9/2cfee++93HvvvZd9fHu6ePGi3CXeErU5Ei/XL7/8AsD111+Pk5NTk2WDgoKAmiTJTTl27JhJeaFrEV26QpuqqKhg4cKFzJo1i8TERGbPnm0SGHVlkiSRmZnJ+fPn5cdkbm5OaGgoXl5eItgTmvXkk0+SmZnJhx9+KLe2AQQEBACwd+/eet2hO3fuBNrmx9KsWbNQq9WUlJTw/PPPN1pu/fr1HDt2DDMzM+bPny/vr21ty8rK4uOPP27w2MzMzEaT854/f14OYBuzY8cOoKYL8dJl6bqy5ORkpJqJki36a0krbGMkSeLXX38FYMaMGc2Wr31d4+Pj+f777xss8+eff8qvTXdpdb3WiIBPaDPnzp1j6NChfPbZZ/K+gIAAqqurO7FWbaO6upqEhASTrix7e3siIiKws7PrxJoJXcW2bdtYvXo1N998M3fddZfJfT4+Plx33XWcPn2a5557Th5rd/LkSZ599lkUCgVz5sy54jo4Ozvz9ttvA/DRRx9x3333mbQ6lZWV8fHHHzN37lwAXnnlFQIDA+X7+/Xrx2233QbA008/zTvvvCOP65Mkie3btzN69GiTYLau/fv3ExYWxtKlSzl9+rS8ri7UtG7+/PPPcgvdzJkz6dGjR71znDlz5or/6i5z2B3FxMTI3eq1a+A2ZeLEidx0000APPTQQ6xcuVJ+D+r1elatWsWdd94J1LTy1m1FTUxMJCQkhNDQ0KtyuTyhjg6eFSx0sI5Ky7JmzRrJ1tZWTq1gbW0tffXVV90m2XBBQYFJIuWsrKxu89iE9qfRaCR/f3/J0dFRyszMbLDMoUOHJGtrazn1haenp/z/6fnnn2/V9ZpaaUOSJOnNN9+UlEqlfH4vLy8pMDBQsrCwkABJoVBIL7zwQoPv8cLCQpP0SpaWllJQUJDk6OgoAVJUVJR09OhR+f666UBqU3LU/ZwIDAyUAgMDTRIxT506VdJoNA3Wve7xl/vXGYmXO9LKlSslQLKzs2vx51RJSYlJehwbGxspODhYUqvV8r6+fftKqampJsctW7ZMvn/ZsmXNXqerPqfdgWjhE65IeXk5DzzwAPPmzaOsrAyAXr16cfToUe6///5u083p7OyMq6sr5ubmhIWFifF6Qqs888wzpKam8v777+Pl5dVgmSFDhrBv3z4mT56MhYUFxcXFDBw4kG+++YY33nijTeuzZMkSTp8+zYIFCwgJCaG4uJicnBz8/f2ZP38+J06c4PXXX2/wPe7k5MSePXtYvnw5AwcOxMzMjLy8PAICAnjzzTc5fPgw1tbWcvm6awPPnj2b7777jnvuuYc+ffpgbm5OamoqBQUFhIaG8sADD7B9+3Z+//130XJ+BU6fPg3UfBa39HPK3t6ebdu2sW7dOqZMmYJarSY1NRULCwuuv/56PvvsM44cOSKn66k1ffp0OfvC9OnT2/yxCG1HIUkij0R3ptFocHBwoKSkpM1nxsbGxjJz5kxiY2Plfffddx8fffRRgwuudyUNDUg3Go0YjcY2GTwvCN3Zli1bmDp1KtbW1mg0GvF/RhCuAqKFT7hscXFxcrBna2vLt99+y6pVq7p8sFdSUsKZM2coLCw02a9UKsUXlyC0wObNmwEYPHiw+D8jCFcJ8T9RuGy33XYbixYtYs+ePfz0009dPuWKJElkZGSQk5MD1KwqYGNj02giUkG4FhmNxiYTN0dHR7N69WqgpsVfEISrg+jS7ebasks3LS2t3viNqqoqjEajyZidrqiqqoqkpCR5HCKAo6MjAQEBooVCEOqYMWMGkZGRzJo1i8jISHmMWFFREd9//z3PP/88Go2G4cOHs3v3bvH/RxCuEiLg6+baIuCTJIkvv/ySxx9/nJUrV161iU0vV3FxMcnJyRgMBqAm/5evry/u7u6dXDNBuPqMHDmS/fv3A6BWq3F3d6eyspKsrCw5h+DYsWP56aefcHNz68yqCoJQhwj4urkrDfg0Gg0PPfQQP/74IwDW1tZER0d3+e5bqOmaysjIMFkc3tLSkqCgoC4/DlEQ2ktiYiI//vgjW7duJS0tjezsbMzMzPDw8GDIkCHceeedTJs2TcxiF4SrjAj4urkrCfhOnDjBHXfcwYULF+R9jzzyCO+9916XH9dWVVVFYmKinDQWatJNBAQEiLVwBUEQhG5HDK4Q6pEkiZUrV/LEE0/Iq2TY29vz1Vdfcfvtt3dy7dqGUqmUH5tCocDPz090PwmCIAjdlkjLchXZvn079957L6GhodjY2GBubo6LiwuDBw/mmWeeMel6bC8lJSXccccdLFq0SA6IBg0axIkTJ7pNsAc1a+AGBQVhZWVFeHi4CPYEQRCEbk106V4FsrOzue+++/jzzz+bLLd161YmTZrUqnO3pkv37NmzTJs2jaSkJHnfv//9b9566y0sLS1bdd2rTWVlJWZmZvVmDEqSJMYaCYIgCN2e6NLtZKdOnWLChAnk5+cDYGZmxrhx4wgNDcXKyor09HRiYmI4e/Zsu9fF3d2dqqoqoCYlyddff90tlsopLCwkJSUFe3v7eouxi2BPEARBuBaIgK8TpaamMnnyZDnYmzdvHsuWLWswHUhMTAyOjo7tWh83Nzd++OEHnn/+edauXUtAQEC7Xq+9GY1G0tLS5Oe3uLiY/Px8XF1dO7lmgiAIgtCxRJduJxo/fjw7duwA4O2332bx4sVtfo2munQPHz5McHBwvfFr3aGbs7KyksTERCoqKuR9Li4u+Pv7N7lKgCAIgiB0R+Kbr5P8+uuvcrA3d+7cdgn2GmM0Glm2bBkjR45k3rx5GI1Gk/u7erBXUFBAXFycHOwplUoCAwMJDAwUwZ4gCIJwTRItfJ1kyJAhHDlyBLVazfnz5/H09GyX61zawpefn8+9997Lli1b5DJff/0199xzT7tcvyMZjUZSU1MpKCiQ91lbWxMcHNzl8wYKgiAIwpUQY/g6wfnz5zly5AgAs2bNardg71L79u1j9uzZpKeny/uee+455syZ0yHXb096vZ5z585RWVkp73N1dcXPz0+06gmCIAjXPBHwdYKffvpJ3p49e3aHXPO9997jjTfekNeLdXNzY82aNdx4440dcv32ZmZmhrW1NZWVlSiVSgICAnB2du7sagmCIAjCVUF06XaCqVOnsmXLFhQKBSUlJdjZ2QFw9OhRYmJiyMnJwcHBgd69ezNixIh6ueNao7ZLt66xY8eydu1avL29r+hxXG0MBgPJycn4+PiILlxBEARBqEO08HWC6OhoAIKCgrCzs2PPnj089NBDxMfH1yvr4eHBK6+8wsKFC6/4ugqFgpdeeomXX365y68XW15ejl6vN5l5rFKp6uXZEwRBEARBtPB1uOLiYpycnAAYPHgwixcvZtasWXJXa2PuvfdeVq1a1ewM2qqqKjl5MtQslebv74+LiwurV69mzJgxV/4gOll+fj7p6emoVCrCwsKwsLDo7CoJgiAIQruws7Nrm+wZktChLl68KAESIIWFhUkODg4SIN11113SgQMHpNLSUqmkpETatWuXNGPGDLksIC1btqzZ8y9dutTkGPEn/sSf+BN/4k/8dd2/3NzcNok/RAtfBztx4gQDBgww2ffpp5/y0EMPNVj+ueee46233gJqovy0tLR6Y/LqurSFr7i4mICAAFJTU5s8ThA6ikajwc/Pj7S0tGbXdxaEjiDek8LVqPZ9WVxc3Cbf32IMXxMCAwNJSUm57OOnTJnC5s2bTfaVlZWZ3L777rsbDfYAXn/9dTZt2kRsbCxarZZ169axYMGCRstbWlpiaWlZb7+Dg4P4IBOuKvb29uI9KVxVxHtSuBq11WIIIkFZB7O2tja5/cwzzzRZXqVScd9998m3d+7c2S71EgRBEASh+xItfE344IMPKC0tvezjfX196+2r++tRrVYTGRnZ7HmGDRsmb19Ji6MgCIIgCNcmEfA1YcaMGW1+Th8fH5RKJUajsV5rX2Pc3d3l7dYGoJaWlixdurTBbl5B6AziPSlcbcR7UrgatfX7Ukza6AQhISFcuHABlUpFWVlZsy9mTEwMffr0AWDMmDHs2rWrA2opCIIgCEJ3IcbwdYKhQ4cCNStDHD58uNnycXFx8nZoaGi71UsQBEEQhO5JBHydYObMmfL2l19+2Wz5jRs3yts33HBDu9RJEARBEITuS3TpdoLq6mp69OhBeno6SqWSXbt2MWrUqAbLHj16lOHDh6PX6/H29iYxMVGMMxEEQRAEoVVEC18nsLCw4D//+Q8ARqOR6dOn888//9Qrt3fvXqZOnYperwdqcvKJYE8QBEEQhNYSLXyd6IEHHmDVqlXy7REjRjBkyBCgpmVv37591L48999/P1999VW71mf79u2sWbOGAwcOkJ6ejk6nw97enh49ejBmzBieeeYZkxnDgtCWDAYDW7duZePGjRw/fpyUlBRKS0uxs7OjZ8+eTJw4kQcffJDAwMDOrqrQTZw9e5Yvv/ySf/75h7S0NIxGI35+fkycOJEFCxYQERHR2VUUrhHHjh1j3bp1HDhwgPPnz1NcXIylpSW+vr6MGjWK+++/Xx7/f9naZIE24bLodDrpiSeekBQKRaNr6Jmbm0svvfSSZDQa260eWVlZ0qRJk5pdz2/r1q3tVgfh2paTkyOFhoY2+x60sLCQ3nnnnc6urtDFGQwG6dVXX5VUKlWTn73vvfdeZ1dVuAZMnz69RWvq3nXXXVJ5efllX0e08F0Fjh49ypdffsmuXbtIT0/HzMyMgIAAbrzxRh566CF69uzZbtc+deoUEyZMID8/HwAzMzPGjRtHaGgoVlZWpKenExMTw9mzZ9m6dSuTJk1qt7oI1674+Hh69eoF1CxpOHLkSHx8fJAkicTERP755x+Ki4vl8suWLeOpp57qpNoKXd3TTz/Ne++9J98eO3YsAwYMoLy8nL///puLFy/K961cuZKFCxd2RjWFa4Snpyc5OTk4OTkxevRoevTogaWlJVlZWezatYvk5GS57LRp09i0adPlXaitIlSh60lJSZG8vb3lXw/z5s2TcnJyGix7+vRpKTU1tYNrKFwr4uLipMGDB0vbt29v8P6ysjLp3nvvld+r1tbWUlZWVgfXUugOfvvtN/l95OTkJO3evdvkfr1eLy1evNikVTkxMbGTaitcCwYMGCCtXr1aqqqqqnef0WiUPvnkE0mpVMrvyV9//fWyriMCvmvYuHHj5DfQ22+/3dnVEa5hVVVVksFgaLKMwWCQIiMj5ffsihUrOqh2QndhNBpN3kN//vlno2WnTZsml1u4cGEH1lK41lRUVDRb5uGHH5bfj3fcccdlXUfM0r1G/frrr+zYsQOAuXPnsnjx4k6ukXAts7CwQKls+uNIqVRy++23y7fPnz/f3tUSupmtW7dy5swZACZNmsSNN97YaNm3335b3l6zZg3V1dXtXj/h2mRlZdVsmVmzZsnbl/vZJwK+a9Sbb74JgFqt5t133+3k2ghCy3h7e8vbzQWIgnCpX3/9Vd6eP39+k2V79erFoEGDACgrK2Pfvn3tWTVBaFJbfPaJT8xr0Pnz5zly5AhQ86vB09Ozk2skCC2Tl5cnb4eFhXViTYSu6I8//gBAoVAwfvz4ZsuPHTtW3t6zZ097VUsQmtUWn30i4LsG/fTTT/L27NmzO7EmgtBykiTJLTRmZmZMmTKlcyskdCn5+flkZGQAEB4ejqOjY7PHXHfddfK2GEIgdKYNGzbI2zNmzLisc5i1UV2ELuTgwYNAza/cwYMHy/uPHj1KTEwMOTk5ODg40Lt3b0aMGIGZmXibCJ1LkiReeukljh49CsBTTz1l0sUhCM1JSEiQt3v06NGiY+om+RYBn9BZtmzZwocffgjAsGHDuO222y7rPOKb/BoUHR0NQFBQEHZ2duzZs4eHHnqI+Pj4emU9PDx45ZVXRB4qoUMZjUbKyspISUnh4MGDfPHFF3Kw9+CDD8pLEwpCSyUmJsrbfn5+LTrGx8dH3q7NVSoI7a2iooLs7Gyio6P5/vvv2bhxI5IkMWTIEDZt2nTZY/hEwHeNKS4uJisrCwBXV1fWr1/PrFmzMBgMDZbPycnh4Ycf5vDhw6xatQqFQtGR1RWuMfPnz29wCUGVSsX48eNZvHgxN9xwQyfUTOjqNBqNvO3g4NCiY+zs7OTtsrKyNq+TINT67rvvmDdvXoP3RUZGsmjRIubPn39FPW5iDN81prCwUN4uKSnhgQcewGAwcNddd3HgwAFKS0spKSlh165dJuMEvv76a5YvX94JNRaEmi9oOzs7MjIyqKys7OzqCF1Q3YCtJWkwLi1XXl7e5nUShOZYWFjg4eFBcXHxFbcyi6XVrjEnTpxgwIABJvs+/fRTHnrooQbLP/fcc7z11ltAza/dtLS0Fv86FoTW2rRpE9HR0UiSRGlpKTk5OcTExHD69Gm5jL+/Pz/88APDhw/vxJoKXc3//d//8fLLLwPwxhtv8Pzzzzd7jMFgkFtUHBwcTJb3E4S2dPr0aXliRnl5OUVFRcTFxXH06FE5B6StrS3vvfdeo9/XzbqsdM1ChwgICGjRgsqN/U2ZMqXeOffu3WtS5u67726yDnq9XoqIiJDLf/bZZ+31cIUuoD3eky2RlJQk3X///SZLqx07dqyNH53Qnb377rvy++fll19u0TFarVY+xtfXt51rKAj1FRUVSW+++aZkbW0tvxc/+eSTyzqX6NK9xlhbW5vcfuaZZ5osr1KpuO++++TbO3fubJd6CUJTAgMD+eqrr3jttdeAmkHN8+fPRxIdFEILqdVqebul3bN1y9UdzycIHcXR0ZElS5bwxx9/oFKpAHj66aflFEOtISZtXMU++OADSktLL/t4X1/fevvs7e3lbbVaTWRkZLPnGTZsmLydkpJy2fURur72eE+2xvPPP88333zDxYsXOXnyJIcPH2bo0KFXdE7h2uDi4iJvZ2dnt+iYul+qAQEBbV4nQWipsWPHMnfuXL755hsqKipYs2YNS5YsadU5RMB3Fbvc5IpN8fHxQalUYjQa67X2Ncbd3V3evpIve6Hra4/3ZGuoVCpuvPFGVqxYAdTkjhQBn9ASdVcnSE5ObtExdX/gRkREtHWVBKFVpkyZwjfffAMgp6lqDdGle42xsbEhODgYqJmxW1VV1ewxdWdFOjs7t1vdBKElPDw85G2RKkNoqdDQULlL7NSpU42moqrr2LFj8nbfvn3brW6C0BJX+tknAr5rUG2LiMFg4PDhw82Wj4uLk7dDQ0PbrV6C0BK5ubnydt0PQEFoipWVlTw8RavVmgRzjakds6xUKrnpppvatX6C0Jwr/ewTAd81aObMmfL2l19+2Wz5jRs3ytsi6a3QmQwGA1u3bpVv1x1fKgjNmT59ury9atWqJsueP3+eAwcOADBq1Cjc3NzatW6C0JzNmzfL25fz2ScCvmvQpEmT5MHza9euZe/evY2WPXr0KL/88gsA3t7eTJs2rUPqKFw7iouLG1zWryHLli2Tl8gaNGgQ4eHh7Vk1oZuZN28eNjY2QE0y+TNnzjRatm4Gg8WLF7d73YRr06FDh1pUbv/+/Xz33XdAzdCsW2+9tdXXEgHfNcjCwkJei9RoNDJ9+nT++eefeuX27t3L1KlT0ev1ALz++utYWlp2aF2F7q+4uJj+/fvz4osvkpOT02AZjUbDkiVLeO6554CaLrb333+/I6spdAMeHh48+uijAFRXVzN9+nRiY2NNyhgMBp555hl+++03AEaPHs3kyZM7vK7CtWH27NnMmTOHmJiYBu83GAx8/fXXTJ48WR53+uKLL5pMpmwpsdLGNeyBBx4w6dYYMWIEQ4YMAWpa9vbt2yfnObv//vsbXONUEK5UcnIyQUFBQM0s3EGDBtGvXz9cXFyorKzk3Llz7N69W54hrlAo+Oyzz3jwwQc7s9pCF1VVVcWYMWPk8csqlYqbbrqJXr16odFo+PPPP+XZud7e3hw7dgwvL6/OrLLQjQUGBsrvt9DQUIYNG4aHhwcKhYLU1FR27dpFVlaWXH7evHl88803l7WuvQj4rmF6vZ7FixfzwQcfNJrA1tzcnCVLlvDqq69e1htMEJqTn59Pnz59TD7UGhMUFMQXX3zB+PHjO6BmQneVn5/PnDlz2LZtW6NlBgwYwLp16+jZs2cH1ky41txwww38/fffzZazs7Pj//7v/3j88ccv+7tYBHwCR48e5csvv2TXrl2kp6djZmZGQEAAN954Iw899JD4wBPaXUVFBT///DNbtmzh1KlTZGZmUl5ejlqtxtPTkyFDhjBt2jRuueUWObWGIFwJSZJYv349q1ev5vTp0+Tm5uLu7k5ERARz585l1qxZWFhYdHY1hW5OkiS2bdvGhg0bOHbsGElJSWi1WiwsLHB1daV///5MmDCBu+++22ThhMshAj5BEARBEIRuTkzaEARBEARB6OZEwCcIgiAIgtDNiYBPEARBEAShmxMBnyAIgiAIQjcnAj5BEARBEIRuTgR8giAIgiAI3ZwI+ARBEARBELo5EfAJgiAIgiB0cyLgEwRBEARB6OZEwCcIgiAIgtDNiYBPEARBEAShmxMBnyAIgiAIQjcnAj5BEARBEIRuTgR8giAIgiAI3ZwI+ARBEARBELo5EfAJgiAIgiB0cyLgEwRB6KZee+01FAoFCoWC0aNHd3Z1BEHoRGadXQFBEIRdu3Zx/fXXX/F5du7cydixY6+8Qt1EdHS0vD1w4MBOrEn7OnbsGJs2beLQoUOcP3+ewsJCysrKsLGxwdnZmaCgIHr37s2QIUMYN24cPj4+nV1lQehwIuATBEHopo4fPy5vd8eAb+/evTz99NMcOXKkwfu1Wi1arZaUlBR27drFJ598AsCCBQv47LPPOrKqgtDpRMAnCEKnCwwMZOnSpY3e//rrr2MwGACaLBcYGNjWVeuy8vLySE9Pl28PGDCgE2vTtiRJ4tlnn2XZsmVIkiTvV6lUhISE4ObmhpmZGQUFBZw/f56KigqT411cXDq6yoLQ6RRS3f8tgiAIVyErKyuqqqoAEB9ZLfPnn39y0003AWBra4tGo0Gp7B7Dth9++GE+/fRT+XZUVBQvvPAC06ZNw8bGxqSsXq/n5MmTbNy4kR9//JHExEQ2bNjALbfc0tHVFoROJVr4BEEQuqG63bn9+vXrNsHeunXrTIK9BQsWsGLFClQqVYPlzczMGDRoEIMGDeL//u//2LhxIyNGjOio6grCVUMEfIIgCN1Q3YCvu3TnSpLEM888I98eOnQoK1eubHEwq1Qque2229qreoJwVeseP/kEQRAEE5czQzcrK4t33nmHCRMm4OXlhaWlJXZ2doSFhbFgwQKOHj16WXXZt28fixYtIiIiAnt7exwdHenXrx9Lly4lOztbLte3b185jcyHH37Y4HnS0tLk24888ki3abkUhHYnCYIgXOUsLS0lQGrpR1ZSUpJcPiwsTJIkSTIYDNLHH38s9erVSzIzM5MAaePGjfIxS5culY9ZvXp1s9d488035fJLly5ttnxcXJz01FNPSZGRkZK9vb1kbW0tBQYGSnPmzJH++uuvFj2ulsrPz5frBkgxMTFNli8vL5eefvppycLCwuS4hv4eeOABqbKyskX1SEtLkyZPntzk+ZydnaU9e/ZIBoNBsra2lvfv3bu33vnef/99k2MPHjx4Wc+PIFyLRJeuIAjXhAcffJBVq1Z1+HWNRiMvvfQS7777LjqdzuS+5ORkkpOTWbt2Lbfccgtr167F2tr6iq9ZtzvX2tqaXr16NVo2IyODKVOmcOrUKXmfmZkZwcHBeHt7U1JSQkxMDHq9HoCvvvqKvLw8fv31VxQKRaPnjYmJYdKkSWRmZsr7rKys6N27N/b29iQnJ5OUlERhYSE33XQTmzdvlmfTKpVK+vXrV++cdVsDAZNZyIIgNE0EfIIgdHuff/45q1atws3NjVtvvRU7OztOnDjRZMDSFiRJYt68eXz//fdATSAzbtw4uevy9OnTbN++HYPBwMaNG7n11lv5448/rrhedbtz+/bt2+iEhtzcXMaOHcuFCxcAsLCw4Pnnn2fhwoV4eHjI5fLy8njiiSdYu3YtAJs2bWLFihUsWrSowfPm5+czdepUOdhzcXHhtdde45577sHW1lYut3//fu666y5SU1OZO3euvD80NBS1Wl3vvJfOwH3ttdcYPXo07u7uTT4fgiCIgE8QhG5Or9fz5ptvMnr0aH777TccHR3l+2pz+7WXd955Rw72IiIiWLduHZGRkSZlTp48yc0330xaWhp//vknq1ev5v7777+i67Yk4bLRaOT222+Xgz0XFxc2b97M0KFD65V1c3NjzZo15Obm8vfffwPw5ptv8sgjj9QLTo1GI7NnzyY1NRUAf39/du7cSXBwcL3zjhgxgj/++IN+/fqRkZHRbJ0vnV0bExNDcHAwd955J7fffjtjx47FysqqwWMF4VonRrsKgtCtXbx4Ea1Wy4YNG0yCPaDRlq+2kJGRwcsvvwz8L+i5NNiDmpQpP//8s3x7+fLlV3ztlszQ/fzzz9m7dy9Q8zz88MMPDQZ7tRQKBc8995x8OyMjg5MnT9Yr99133/HPP/+YnLehYK9W7969mTp1qsm+xuo8fvx4xo0bZ7KvrKyMr776iptuugknJyfGjh3L0qVLOXjwIEajsdHrCsK1RgR8giB0e//61786fHWFDz/8kOrqagDefffdJrsdhwwZIrdenT17losXL172dYuKikhKSpJvN9RaVlVVxUsvvSTffuyxx5g4cWKz5x42bJjJrNi4uDiT+/V6Pa+99prJeYcPH97seS9tuWtqVvHGjRuZM2dOg93elZWV7N69m9dee43hw4fj5+fHSy+9RGFhYbN1EITuTgR8giB0e7feemuHX3PTpk0AODk5tej6Q4YMkbePHTt22detO37P0tKS3r171yuzYcMG8vPzgZqJFC+88EKLzm1lZYWDg4N8u7i42OT+devWycGqhYUFTz/9dIvO6+rqKm8rFAr69+/faFl7e3u+++47Tp06xaJFi/D09Gy0bGZmJq+//johISH8+eefLaqLIHRXYgyfIAjdmpWVVZOzVNtDYWEh8fHxAKjVal5//fVmjzlx4oS8fels1Nao253bp08fzMzqf8zXjisEmDp1qknA1Zy6M43t7e0bPe+UKVPw8fFp0TnLy8vl7Z49e9Y7b0OioqL4+OOP+eijjzh58iQ7duxg79697Nq1i5KSEpOyhYWF3HLLLRw+fJg+ffq0qE6C0N2IgE8QhG7Nzc2tw5Pz1k1FkpaWxquvvtqq4zUazWVfu7mEy0ajkX379sm3J02a1OJz6/V6SktL5dt1u8n1ej27d++Wb99www0tPm9BQYG83dpVQWpbBPv3789TTz2FXq9n586dfPjhh2zevFkuV1lZyRtvvMG6detadX5B6C5El64gCN3apak8OsKlLUytdSWzh5uboZuQkGDSFduaAKu21bJWVFSUyXnLysrk23W7qJtTd/LHlS4DZ2ZmxsSJE/n9999ZvHixyX3bt2+/onMLQlcmAj5BEIQ2VjfIHDNmDJIktervlVdeuazrajQakwkfDQVPWVlZJre9vLxafP5Dhw7J276+vvj6+sq3U1JSTMrWzePXFIPBwIEDB+TbLV0GriVefvllk9bdgoKCesmvBeFaIQI+QRAEaiYZ1Ko7pqwxTXW71u3qzMnJubKKtUJ0dDSSJAE1j6ehNDBFRUUmt+3s7Fp8/h9//FHevrQruG7rHtQf39eYP//802TM4pW28NVla2trMqnDysoKc3PzNju/IHQlIuATBEHANPBpyZJdl6YkqcvPzw8nJyegfhdqe6rbnRsVFWUSxNa6tIv70kCtMWfPnmXHjh3y7fvuu6/J89bOAm6KJEkmE1qCgoLk560tGAwGk5QsgYGBbXZuQehqRMAnCIKAaTBw8ODBJstqNBo5uXBDFAoFI0eOBGomSXzzzTdtUsfmtCThsp+fn8ntpgLXWpIksXDhQrn1cPDgwfXy69Xt3oWaZdOa8+GHH5p0E7dl6x7A5s2bqayslG9Pnz69Tc8vCF2JCPgEQRCAQYMGycl89+zZw9mzZxstu3TpUpPZqg2ZP3++vP3qq6+SnJzcbB1SU1PrjYVrjeZm6ELNEm/Ozs7y7V9++aXZ8z711FPyzF6FQsGHH35Yr0zv3r1NcvQtX74cvV7f6Dl//vlnnnrqKZN9DdW5oKCA3377rdk6XiozM5PHH39cvm1tbc2CBQtafR5B6C5EwCcIgkDN5IXRo0cDNa1ys2bNqte1azAYeP311/nggw9MgqaGTJ06lWHDhgE14+ZGjhxp0iVal0aj4e233yYqKspklYzW0Gq1nD9/Xr7dWMCnUCi455575NufffYZe/bsabBsWVkZCxYs4P3335f3vfrqqw3OwFWpVMydO1e+HR0dze23326SogZqJncsWrSIO+64A4PBYDKpoqEWvsOHDzNjxgyGDx/Ozz//LK9e0pQtW7YwdOhQeT1fgDfeeKPJJd4EobtTSLVt9IIgCFcpKysrqqqqAGjJR1ZycjJBQUEAhIWF1Usn0ph9+/YxevRo+Rq2trZMmTKFHj16UFJSwl9//cXFixfp3bs3t99+u5xfb+nSpQ3OrE1MTGT48OEmEzciIyMZMWIELi4uaDQa4uLi2Ldvn/z4du7cydixY1tU37r27NnDmDFjADA3N0er1WJpadlg2ZycHPr27SvXy8LCgnvvvZdJkybh6upKbm4uhw4d4rvvvjOZULFo0SI+/vjjRuuQk5NDVFQUeXl58j6VSkVUVBROTk5kZWVx7tw5JElCqVSybNkyFi9ejF6vR6lUkp+fX28M32uvvcbSpUvl2y4uLowbN45hw4YRFBSEs7Mzer2evLw8Tp06xW+//UZsbKzJOV566SWTJd8E4ZokCYIgXOUsLS0lQGrpR1ZSUpJcPiwsrFXXWrlypaRUKuXjL/2LiIiQEhMTpTfffFPet3Tp0kbPd/HiRal///6Nnq/u36233ioVFBS0qr613n//ffk8/fr1a7b8vn37JEdHxxbVy8LCQnrvvfdaVI8jR45Ibm5uTZ4vNDRU2rZtm7R7925534ABAxo834wZM1pUx4b+vLy8pJ9//rlVz6MgdFeiS1cQBKGOhQsXcuLECe677z6CgoKwsrLCycmJQYMGsXz5cg4fPiy3HrZEcHAwx48fZ926dcycOZOAgACsra2xtLTEw8OD0aNHs2TJEmJiYli/fn2zXcWNacmEjbpGjBjB0aNHmT59ujx28VJWVlbMmTOHmJgYnnzyyRbV47rrriM+Pp4XX3yRPn36oFarsbGxoUePHsycOZMff/yRmJgYOTlyrRtvvLHB861Zs4YffviB2bNn15sY0hCFQsGAAQP4+OOPOXfuHLfffnuL6i0I3Z3o0hUEQbjGZWdns3v3btLT06msrMTR0ZHw8HCGDRvWbiuVaLVaAgICKCoqQqFQkJCQQM+ePZs9LiMjg4SEBJKSkigqKqKiogJra2scHR0JCAhg0KBBODo6tkudBaErEwGfIAiC0OEeeOABVq1aBdRMcKnb2icIQtsTAZ8gCIJwxSRJarRruC6DwcCSJUtYtmwZAJaWlpw5c6ZFrXuCIFw+MYZPEARBuGLr1q2TW+rqJjuuVVVVxYYNGxgyZIgc7AH897//FcGeIHQAs86ugCAIgtD1HT9+nC1btrBlyxbMzMwICQnBzc0NlUpFQUEB8fHxJjn0lEolb731Fg899FAn1loQrh0i4BMEQRCu2IkTJ+RtvV5PXFxco8u2RUZG8sknn8iJrgVBaH9iDJ8gCIJwxQoKCti4cSO7du3izJkzpKWlodVqUSqVODk54e/vz7Bhw5g6dSoTJkzo7OoKwjVHBHyCIAiCIAjdnJi0IQiCIAiC0M2JgE8QBEEQBKGbEwGfIAiCIAhCNycCPkEQBEEQhG5OBHyCIAiCIAjdnAj4BEEQBEEQujkR8AmCIAiCIHRzIuATBEEQBEHo5kTAJwiCIAiC0M2JgE8QBEEQBKGb+38G360eQ5C76AAAAABJRU5ErkJggg==",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -244,151 +158,108 @@
     }
    ],
    "source": [
-    "true_grads, pred_grads, mse, mae = gradient_analysis(fastprop_solprop_predictions)\n",
-    "gradient_parity_plot(true_grads, pred_grads)\n",
-    "ax1, true_grads_binned, pred_grads_binned, true_grad_bins_pdf, pred_grad_bins_pdf = pdf_plot(true_grads, pred_grads, bins =200)\n",
-    "ax2, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins_cdf, pred_grad_bins_cdf = cdf_plot(true_grads, pred_grads, bins = 200)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "chemprop predictions on SolProp dataset"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 284,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"chemprop_5215_predictions\")\n",
-    "chemprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_chemprop_nonaq_predictions.csv\"))\n",
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\output\\aleatoric_1701\", \"fastprop_5215\")\n",
+    "fastprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n",
+    "fastprop_solprop_predictions[['solvent smiles', 'solute smiles']] = fastprop_solprop_predictions['smiles'].str.split('.', n=1, expand=True)\n",
+    "fastprop_solprop_predictions\n",
+    "solute_smiles = fastprop_solprop_predictions.pop('solute smiles')  \n",
+    "solvent_smiles = fastprop_solprop_predictions.pop('solvent smiles')  \n",
+    "\n",
+    "both = fastprop_solprop_predictions.pop('smiles')  \n",
     "\n",
-    "mse_chemprop_solprop, percentage_within_1_unit_chemprop_solprop = stats(chemprop_solprop_predictions['logS_true'], chemprop_solprop_predictions['logS_pred'])"
+    "fastprop_solprop_predictions.insert(0, 'solvent smiles', solvent_smiles) \n",
+    "fastprop_solprop_predictions.insert(0, 'solute smiles', solute_smiles) \n",
+    "\n",
+    "mse_fastprop_solprop, percentage_within_1_unit_fastprop_solprop = stats(fastprop_solprop_predictions['logS_true'], fastprop_solprop_predictions['logS_pred'])\n",
+    "solprop_parity_plot(fastprop_solprop_predictions['logS_true'],\n",
+    "            fastprop_solprop_predictions['logS_pred'],\n",
+    "            'Fastprop', \n",
+    "            [colors[2]],\n",
+    "            mse_fastprop_solprop, \n",
+    "            percentage_within_1_unit_fastprop_solprop)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 288,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+      "PearsonRResult(statistic=0.660850616042986, pvalue=0.0)\n"
      ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<Figure size 640x480 with 0 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
     }
    ],
    "source": [
-    "true_grads_chemprop, pred_grads_chemprop, mse_chemprop, mae_chemprop = gradient_analysis(chemprop_solprop_predictions)\n",
-    "gradient_parity_plot(true_grads_chemprop, pred_grads_chemprop)\n",
-    "ax1, true_grads_binned_chemprop, pred_grads_binned_chemprop, true_grad_bins_pdf_chemprop, pred_grad_bins_pdf_chemprop = pdf_plot(true_grads_chemprop, pred_grads_chemprop, bins =200)\n",
-    "ax2, true_grads_cdf_chemprop, pred_grads_cdf_chemprop, distance_chemprop, true_grad_bins_cdf_chemprop, pred_grad_bins_cdf_chemprop = cdf_plot(true_grads_chemprop, pred_grads_chemprop, bins = 200)"
+    "from scipy.stats import pearsonr\n",
+    "print(pearsonr(fastprop_solprop_predictions['logS_true'],\n",
+    "            fastprop_solprop_predictions['logS_pred']))"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "SolProp predictions on SolProp dataset"
+    "chemprop performance on Leeds"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n",
-    "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_nonaq_vermeire_predictions.csv\"))\n",
-    "vermiere_solprop_predictions = vermiere_solprop_predictions.rename(columns = {\"Solvent\": \"solvent_smiles\",\"Solute\": \"solute_smiles\", \"Temp\" : \"temperature\"})\n",
-    "solprop_solprop_predictions = fastprop_solprop_predictions.merge(vermiere_solprop_predictions[['solute_smiles', 'solvent_smiles', 'temperature', 'logST (method1) [log10(mol/L)]']], \n",
-    "                on=['solute_smiles', 'solvent_smiles', 'temperature'], \n",
-    "                how='left')\n",
-    "solprop_solprop_predictions.pop('logS_pred')\n",
-    "solprop_solprop_predictions.rename(columns = {'logST (method1) [log10(mol/L)]': 'logS_pred'}, inplace=True)\n",
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\chemprop_output\\aleatoric_1701\", \"chemprop_5215\")\n",
+    "leeds_acetone_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_chemprop_predictions.csv\"))\n",
+    "leeds_acetone_chemprop['logS_true'] = leeds_acetone['logS_true']\n",
+    "leeds_benzene_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_chemprop_predictions.csv\"))\n",
+    "leeds_benzene_chemprop['logS_true'] = leeds_benzene['logS_true']\n",
+    "leeds_ethanol_chemprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_chemprop_predictions.csv\"))\n",
+    "leeds_ethanol_chemprop['logS_true'] = leeds_ethanol['logS_true']\n",
     "\n",
-    "mse_solprop_solprop, percentage_within_1_unit_solprop_solprop = stats(solprop_solprop_predictions['logS_true'], solprop_solprop_predictions['logS_pred'])"
+    "leeds_all_chemprop = pd.concat([leeds_acetone_chemprop, leeds_benzene_chemprop, leeds_ethanol_chemprop], ignore_index=True, axis=0) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+      "MSE chemprop= 0.9868974628737778 \n",
+      "Percentage within 1 logS for Fastprop-sobolev = 70.9104938271605\n"
      ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "<Figure size 640x480 with 0 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
+    }
+   ],
+   "source": [
+    "mse_leeds_chemprop, percentage_within_1_unit_leeds_chemprop = stats(leeds_all_chemprop['logS_true'], leeds_all_chemprop['logS_pred'])\n",
+    "print(\"MSE chemprop= \" + f\"{np.sqrt(mse_leeds_chemprop)}\", \"\\nPercentage within 1 logS for Fastprop-sobolev = \" + f\"{percentage_within_1_unit_leeds_chemprop}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
     {
      "data": {
-      "image/png": "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",
       "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
+       "<AxesSubplot: xlabel='True $logS$', ylabel='$\\\\hat{logS}$'>"
       ]
      },
+     "execution_count": 9,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": "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",
       "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
+       "<Figure size 640x480 with 0 Axes>"
       ]
      },
      "metadata": {},
@@ -396,7 +267,7 @@
     },
     {
      "data": {
-      "image/png": "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",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -406,500 +277,95 @@
     }
    ],
    "source": [
-    "true_grads_solprop, pred_grads_solprop, mse_solprop, mae_solprop = gradient_analysis(solprop_solprop_predictions)\n",
-    "gradient_parity_plot(true_grads_solprop, pred_grads_solprop)\n",
-    "ax1, true_grads_binned_solprop, pred_grads_binned_solprop, true_grad_bins_pdf_solprop, pred_grad_bins_pdf_solprop = pdf_plot(true_grads_solprop, pred_grads_solprop, bins =100)\n",
-    "ax2, true_grads_cdf_solprop, pred_grads_cdf_solprop, distance_solprop, true_grad_bins_cdf_solprop, pred_grad_bins_cdf_solprop = cdf_plot(true_grads_solprop, pred_grads_solprop, bins = 100)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Residual Error"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n",
-    "solprop_features: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq.csv\"))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "merged_fastprop = solprop_features.merge(fastprop_solprop_predictions, on=['solute_smiles', 'solvent_smiles', 'temperature'], how='left')\n",
-    "merged_chemprop = solprop_features.merge(chemprop_solprop_predictions, on=['solute_smiles', 'solvent_smiles', 'temperature'], how='left')\n",
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\chemprop_output\\aleatoric_1701\", \"chemprop_5215\")\n",
+    "chemprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_chemprop_nonaq_predictions.csv\"))\n",
     "\n",
-    "# Calculate residuals for each model\n",
-    "merged_fastprop['squared_residual'] = (merged_fastprop['logS_true'] - merged_fastprop['logS_pred'])**2\n",
-    "merged_chemprop['squared_residual'] = (merged_chemprop['logS_true'] - merged_chemprop['logS_pred'])**2"
+    "mse_chemprop_solprop, percentage_within_1_unit_chemprop_solprop = stats(chemprop_solprop_predictions['logS_true'], chemprop_solprop_predictions['logS_pred'])\n",
+    "solprop_parity_plot(chemprop_solprop_predictions['logS_true'],\n",
+    "            chemprop_solprop_predictions['logS_pred'],\n",
+    "            'Chemprop', \n",
+    "            [colors[2]],\n",
+    "            mse_chemprop_solprop, \n",
+    "            percentage_within_1_unit_chemprop_solprop)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def residual_cumsum(merged_fastprop, merged_chemprop, feature):\n",
-    "    \n",
-    "    #sort\n",
-    "    merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n",
-    "    merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n",
-    "\n",
-    "    # Calculate cumulative residuals\n",
-    "    merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n",
-    "    merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n",
-    "\n",
-    "    plt.figure(figsize=(12, 6))\n",
-    "    plt.subplot(1, 2, 1)\n",
-    "    plt.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'], label='Fastprop', color='blue')\n",
-    "    plt.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'], label='Chemprop', color='red')\n",
-    "    plt.title('Cumulative Residuals vs ' + feature)\n",
-    "    plt.xlabel(feature)\n",
-    "    plt.ylabel('Cumulative Residual')\n",
-    "    plt.legend()\n",
-    "    plt.tight_layout()\n",
-    "    plt.show()\n",
-    "    return"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "PearsonRResult(statistic=0.6541724554081934, pvalue=0.0)\n"
+     ]
     }
    ],
    "source": [
-    "residual_cumsum(merged_fastprop, merged_chemprop, 'solute_nHetero')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 34,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def avg_leeds(acetone, benzene, ethanol):\n",
-    "    # weight average of the three Leeds sets based on dataset size\n",
-    "    return (acetone * 324 + benzene * 397 + ethanol * 573) / (324 + 397 + 573)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Mean-guessing Baseline"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 35,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "baseline_leeds_results_replicate_1 = [\n",
-    "    [1.0320014081273676, 1.0875248176306136, 1.1091777679417225],\n",
-    "    [1.0325258376586919, 1.0872600591835906, 1.1080953499322557],\n",
-    "    [1.0308492419162676, 1.08816756822006, 1.111677189423604],\n",
-    "    [1.02976675966675, 1.0888579361048114, 1.1141973522394397],\n",
-    "    [1.021339399908061, 1.1010218023082272, 1.1473382826518777],\n",
-    "    [1.0221185369543442, 1.0986609017501938, 1.141809300954433],\n",
-    "    [1.0225019277406213, 1.0977239087490607, 1.1395370151783468],\n",
-    "    [1.0220899620699544, 1.09873550081136, 1.1419881602473827],\n",
-    "    [1.0222431378250945, 1.0983438074719059, 1.1410457325647723],\n",
-    "]\n",
-    "baseline_solprop_results_replicate_1 = [\n",
-    "    1.0596170222892463,\n",
-    "    1.0600764961470845,\n",
-    "    1.0586118474168256,\n",
-    "    1.0576735265309962,\n",
-    "    1.0508416197744765,\n",
-    "    1.0513873189637901,\n",
-    "    1.0516714444019486,\n",
-    "    1.0513664732849264,\n",
-    "    1.051478785662978,\n",
-    "]\n",
-    "baseline_leeds_results_replicate_1 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_1]\n",
-    "\n",
-    "baseline_leeds_results_replicate_2 = [\n",
-    "    [1.052422398030413, 1.0842809409393421, 1.0810465219075338],\n",
-    "    [1.0530486422663659, 1.0843236276176862, 1.0804654896196446],\n",
-    "    [1.064468383274447, 1.0859364067664783, 1.071521257598125],\n",
-    "    [1.0328480796606656, 1.0871053127936603, 1.1074460132232844],\n",
-    "    [1.0230000912599797, 1.096652726348915, 1.1368763081943298],\n",
-    "    [1.0245445481857451, 1.0940293523336977, 1.1300182016614662],\n",
-    "    [1.0212861487880267, 1.1012153350103637, 1.1477803695122848],\n",
-    "    [1.0208575132856128, 1.1030212994054933, 1.1518341570312916],\n",
-    "    [1.0211629430491502, 1.1016853332714294, 1.148847573089719],\n",
-    "]\n",
-    "baseline_solprop_results_replicate_2 = [\n",
-    "    1.0780078824185026,\n",
-    "    1.0785820047588262,\n",
-    "    1.0891117763804756,\n",
-    "    1.0603593826020425,\n",
-    "    1.0520507888725492,\n",
-    "    1.053275357924502,\n",
-    "    1.0508065563047457,\n",
-    "    1.0505415374561158,\n",
-    "    1.0507269731853042,\n",
-    "]\n",
-    "baseline_leeds_results_replicate_2 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_2]\n",
-    "\n",
-    "baseline_leeds_results_replicate_3 = [\n",
-    "    [1.0215166973430607, 1.1235512304471333, 1.1921542511221856],\n",
-    "    [1.0217991646268632, 1.1249198031819254, 1.194595666675122],\n",
-    "    [1.0239560724975518, 1.1333071672586001, 1.2091233289934629],\n",
-    "    [1.0201727942507235, 1.1128534359527684, 1.1721816483048668],\n",
-    "    [1.0233218227930796, 1.0960304872408182, 1.1352966556576847],\n",
-    "    [1.0214832399933074, 1.1005243674424996, 1.1461946802387821],\n",
-    "    [1.0206116043329145, 1.1043663903924588, 1.1547766387412624],\n",
-    "    [1.0215336704417277, 1.1003579128415355, 1.1458095898675373],\n",
-    "    [1.022129004370582, 1.0986337554292627, 1.1417441420503431],\n",
-    "]\n",
-    "baseline_solprop_results_replicate_3 = [\n",
-    "    1.052564988307435,\n",
-    "    1.0529169783353587,\n",
-    "    1.0554616734762352,\n",
-    "    1.050599969987862,\n",
-    "    1.052300616683013,\n",
-    "    1.0509380897379963,\n",
-    "    1.0504109322604087,\n",
-    "    1.0509724636700106,\n",
-    "    1.0513949675839962,\n",
-    "]\n",
-    "baseline_leeds_results_replicate_3 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_3]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Replicate 1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# fastprop-sobolev\n",
-    "fastprop_sobolev_solprop_results_replicate_1 = [\n",
-    "    1.0894436355257175,\n",
-    "    1.1721442132408688,\n",
-    "    1.0538208741900625,\n",
-    "    0.9496760013592687,\n",
-    "    0.9101050529427456,\n",
-    "    0.8612530334771499,\n",
-    "    0.8493672435150511,\n",
-    "    0.8206498066598069,\n",
-    "    0.8328533589756244,\n",
-    "]\n",
-    "fastprop_sobolev_leeds_results_replicate_1 = [\n",
-    "    [1.098086998274878, 1.0831588153410066, 1.000226309321898],\n",
-    "    [1.0933644479748381, 1.1135018525731564, 1.1959273540861242],\n",
-    "    [1.0588475452115977, 1.1067116846734186, 1.104706888814891],\n",
-    "    [0.9349734427543177, 1.121364118212081, 1.263639219792161],\n",
-    "    [0.825132921531389, 1.2484484596897076, 1.0482427090523379],\n",
-    "    [1.0321969058209788, 1.2057028634683329, 1.0318606682209734],\n",
-    "    [0.8578904310454997, 0.9761579273014561, 1.0291637648604577],\n",
-    "    [0.8927274052050455, 0.99315855296711, 0.9973063970262499],\n",
-    "    [0.8626893212359744, 0.9686162822954524, 0.9891065764318182],\n",
-    "]\n",
-    "fastprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_1]\n",
-    "# chemprop-sobolev\n",
-    "chemprop_sobolev_solprop_results_replicate_1 = [\n",
-    "    1.1497952565825045,\n",
-    "    1.0610892262698401,\n",
-    "    1.0555695600980208,\n",
-    "    0.9374059529391622,\n",
-    "    0.8831357715289297,\n",
-    "    0.8317885280848967,\n",
-    "    0.8224489219005123,\n",
-    "    0.8492062318078925,\n",
-    "    0.8306845218144837,\n",
-    "]\n",
-    "chemprop_sobolev_leeds_results_replicate_1 = [\n",
-    "    [1.1758190063792793, 1.0677919484098555, 1.0455104638627213],\n",
-    "    [1.0616109589273472, 1.086435521670648, 1.1309164613507312],\n",
-    "    [1.0618566445211848, 1.0926023306937676, 1.0485130420264637],\n",
-    "    [0.93367056236705, 1.1824316745577537, 1.2347912510551324],\n",
-    "    [0.8534371233233713, 1.1636187169234722, 1.120517972566954],\n",
-    "    [0.947122484604459, 1.132224499491962, 1.0214675389763208],\n",
-    "    [0.8733751637142293, 1.1091703852100927, 1.1400552829009736],\n",
-    "    [0.8327461279572382, 1.0850306511995536, 1.0545368211279638],\n",
-    "    [0.8181557795150924, 1.0234250400881229, 1.0474381772041559],\n",
-    "]\n",
-    "chemprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_1]"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Replicate 2"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 37,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "fastprop_sobolev_solprop_results_replicate_2 = [\n",
-    "    1.0530312142392055,\n",
-    "    1.01082443776922,\n",
-    "    1.0604352741699203,\n",
-    "    1.056171392349218,\n",
-    "    0.8838042929417375,\n",
-    "    0.8696819698320853,\n",
-    "    0.8263247385013266,\n",
-    "    0.8137702015159498,\n",
-    "    0.829800696975973,\n",
-    "]\n",
-    "fastprop_sobolev_leeds_results_replicate_2 = [\n",
-    "    [1.085687409051615, 1.0636411676026372, 1.0678980626063548],\n",
-    "    [0.9476257526131346, 1.1851077791567282, 1.0255855590307759],\n",
-    "    [1.1549872998006494, 1.107313039641634, 1.0242152715325532],\n",
-    "    [1.2250952651112454, 1.1985834949035263, 1.0317518597542947],\n",
-    "    [0.8459161637467256, 1.0548880421668188, 0.9910356989046806],\n",
-    "    [1.0189643692170085, 1.0691211427703733, 1.0185920870063536],\n",
-    "    [0.9509314040069956, 1.0156656771062087, 1.0221064792619077],\n",
-    "    [0.8548666252987315, 0.9626886334954792, 1.015161101069122],\n",
-    "    [0.8910725199883144, 0.9587493247998533, 1.0447551559335],\n",
-    "]\n",
-    "fastprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_2]\n",
-    "chemprop_sobolev_solprop_results_replicate_2 = [\n",
-    "    1.097217560426087,\n",
-    "    1.0027572632525492,\n",
-    "    0.974258844934736,\n",
-    "    0.942819322026133,\n",
-    "    0.8180057143683156,\n",
-    "    0.8585457222845644,\n",
-    "    0.8587530424030824,\n",
-    "    0.8351084920718321,\n",
-    "    0.8584380850342703,\n",
-    "]\n",
-    "chemprop_sobolev_leeds_results_replicate_2 = [\n",
-    "    [1.0948089576398645, 1.077160170903479, 1.045944752477498],\n",
-    "    [0.9868853446127274, 1.141529806875666, 1.20830475262909],\n",
-    "    [0.9657469213687935, 1.0704294403163352, 1.0492885576991346],\n",
-    "    [0.9825528047328009, 1.0375153400990733, 0.9874875500589523],\n",
-    "    [0.8873905789101989, 1.2196964707687488, 1.1730644397528451],\n",
-    "    [0.8914024685518382, 1.2216040906015468, 1.1472590780801453],\n",
-    "    [0.8736265845603066, 1.1441671532568576, 1.0690269169248159],\n",
-    "    [0.844797981584856, 1.0255509599186377, 1.010303946468873],\n",
-    "    [0.8397956559092257, 1.0187280808409849, 1.069262249982172],\n",
-    "]\n",
-    "chemprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_2]"
+    "from scipy.stats import pearsonr\n",
+    "print(pearsonr(chemprop_solprop_predictions['logS_true'],\n",
+    "            chemprop_solprop_predictions['logS_pred']))"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Replicate 3"
+    "Solprop performance on Leeds"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
-    "fastprop_sobolev_solprop_results_replicate_3 = [\n",
-    "    1.0735340463533358,\n",
-    "    1.0748311478358001,\n",
-    "    1.0005034004413407,\n",
-    "    1.0015664696436568,\n",
-    "    0.9373605942603657,\n",
-    "    0.8792684981171591,\n",
-    "    0.8522644201935042,\n",
-    "    0.8327109661841252,\n",
-    "    0.8314312929420118,\n",
-    "]\n",
-    "fastprop_sobolev_leeds_results_replicate_3 = [\n",
-    "    [1.0997668004928243, 1.1509695437844811, 1.0773525566319218],\n",
-    "    [1.0310579134991291, 1.1174735053890554, 1.1733326824641266],\n",
-    "    [0.9885269522900566, 1.2216113430153293, 1.131348827163996],\n",
-    "    [1.6732090777177318, 1.258854927727087, 1.0944202313065068],\n",
-    "    [1.0955278415997785, 1.0006046134422104, 1.0785887128891136],\n",
-    "    [0.9530448266136291, 0.9926829361254309, 1.1106648019774872],\n",
-    "    [0.8644083682827283, 1.004185154087811, 1.0850326519747846],\n",
-    "    [0.8534027812395503, 0.9583454248238386, 1.0429539736295064],\n",
-    "    [0.8530558009887815, 0.9777246405907664, 1.0544064910957893],\n",
-    "]\n",
-    "fastprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_3]\n",
-    "chemprop_sobolev_solprop_results_replicate_3 = [\n",
-    "    1.0432325749568507,\n",
-    "    1.0154006949148053,\n",
-    "    0.9487669818636513,\n",
-    "    0.9817818163851326,\n",
-    "    0.9013256254989784,\n",
-    "    0.892905237528099,\n",
-    "    0.8461729991998993,\n",
-    "    0.8096142296422029,\n",
-    "    0.8490784299941238,\n",
-    "]\n",
-    "chemprop_sobolev_leeds_results_replicate_3 = [\n",
-    "    [1.0146586359977483, 1.0865769341874074, 1.1269892770592103],\n",
-    "    [1.024397294822305, 1.1751097975592188, 1.124628703213362],\n",
-    "    [0.9602975242743451, 1.2405920524636158, 1.1533060193313955],\n",
-    "    [0.9964318042149054, 1.2029450025157578, 1.08050080122522],\n",
-    "    [1.021758501189939, 1.1387094584511106, 1.1744960252898953],\n",
-    "    [0.9219943510549928, 1.0952324992343274, 1.1841192113492767],\n",
-    "    [0.8657208570376359, 1.0233809403496643, 1.0788230710135829],\n",
-    "    [0.8397682880017594, 1.0064802116554226, 1.0910553235957072],\n",
-    "    [0.7815839660728953, 0.9857042623579297, 0.990922539361896],\n",
-    "]\n",
-    "chemprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_3]"
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n",
+    "leeds_acetone_solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_acetone_vermeire_predictions.csv\"))\n",
+    "leeds_acetone_solprop['logS_true'] = leeds_acetone['logS_true']\n",
+    "leeds_benzene_solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_benzene_vermeire_predictions.csv\"))\n",
+    "leeds_benzene_solprop['logS_true'] = leeds_benzene['logS_true']\n",
+    "leeds_ethanol_solprop: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"leeds_ethanol_vermeire_predictions.csv\"))\n",
+    "leeds_ethanol_solprop['logS_true'] = leeds_ethanol['logS_true']\n",
+    "\n",
+    "leeds_all_solprop = pd.concat([leeds_acetone_solprop, leeds_benzene_solprop, leeds_ethanol_solprop], ignore_index=True, axis=0) "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 12,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "MSE Solprop= 2.157430388600152 \n",
+      "Percentage within 1 logS for Solprop = 41.24031007751938\n"
+     ]
+    }
+   ],
    "source": [
-    "# average across the replicates\n",
-    "baseline_solprop_results = np.mean(\n",
-    "    [\n",
-    "        baseline_solprop_results_replicate_1,\n",
-    "        baseline_solprop_results_replicate_2,\n",
-    "        baseline_solprop_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "baseline_solprop_results_stdev = np.std(\n",
-    "    [\n",
-    "        baseline_solprop_results_replicate_1,\n",
-    "        baseline_solprop_results_replicate_2,\n",
-    "        baseline_solprop_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "baseline_leeds_results = np.mean(\n",
-    "    [\n",
-    "        baseline_leeds_results_replicate_1,\n",
-    "        baseline_leeds_results_replicate_2,\n",
-    "        baseline_leeds_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "baseline_leeds_results_stdev = np.std(\n",
-    "    [\n",
-    "        baseline_leeds_results_replicate_1,\n",
-    "        baseline_leeds_results_replicate_2,\n",
-    "        baseline_leeds_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "chemprop_sobolev_solprop_results = np.mean(\n",
-    "    [\n",
-    "        chemprop_sobolev_solprop_results_replicate_1,\n",
-    "        chemprop_sobolev_solprop_results_replicate_2,\n",
-    "        chemprop_sobolev_solprop_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "chemprop_sobolev_solprop_results_stdev = np.std(\n",
-    "    [\n",
-    "        chemprop_sobolev_solprop_results_replicate_1,\n",
-    "        chemprop_sobolev_solprop_results_replicate_2,\n",
-    "        chemprop_sobolev_solprop_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "chemprop_sobolev_leeds_results = np.mean(\n",
-    "    [\n",
-    "        chemprop_sobolev_leeds_results_replicate_1,\n",
-    "        chemprop_sobolev_leeds_results_replicate_2,\n",
-    "        chemprop_sobolev_leeds_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "chemprop_sobolev_leeds_results_stdev = np.std(\n",
-    "    [\n",
-    "        chemprop_sobolev_leeds_results_replicate_1,\n",
-    "        chemprop_sobolev_leeds_results_replicate_2,\n",
-    "        chemprop_sobolev_leeds_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "fastprop_sobolev_solprop_results = np.mean(\n",
-    "    [\n",
-    "        fastprop_sobolev_solprop_results_replicate_1,\n",
-    "        fastprop_sobolev_solprop_results_replicate_2,\n",
-    "        fastprop_sobolev_solprop_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "fastprop_sobolev_solprop_results_stdev = np.std(\n",
-    "    [\n",
-    "        fastprop_sobolev_solprop_results_replicate_1,\n",
-    "        fastprop_sobolev_solprop_results_replicate_2,\n",
-    "        fastprop_sobolev_solprop_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "fastprop_sobolev_leeds_results = np.mean(\n",
-    "    [\n",
-    "        fastprop_sobolev_leeds_results_replicate_1,\n",
-    "        fastprop_sobolev_leeds_results_replicate_2,\n",
-    "        fastprop_sobolev_leeds_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "fastprop_sobolev_leeds_results_stdev = np.std(\n",
-    "    [\n",
-    "        fastprop_sobolev_leeds_results_replicate_1,\n",
-    "        fastprop_sobolev_leeds_results_replicate_2,\n",
-    "        fastprop_sobolev_leeds_results_replicate_3,\n",
-    "    ],\n",
-    "    axis=0,\n",
-    ")\n",
-    "# other lines for the plot\n",
-    "training_size = [\n",
-    "    20,\n",
-    "    50,\n",
-    "    100,\n",
-    "    200,\n",
-    "    500,\n",
-    "    1000,\n",
-    "    2000,\n",
-    "    3500,\n",
-    "    5215,\n",
-    "]\n",
-    "lower_experimental_limit = [0.7] * len(training_size)\n",
-    "upper_experimental_limit = [1.0] * len(training_size)\n",
-    "vermeire_leeds = [avg_leeds(2.1720, 1.9709, 2.1013)] * len(training_size)\n",
-    "vermeire_solprop = [1.4775] * len(training_size)"
+    "mse_leeds_solprop, percentage_within_1_unit_leeds_solprop = stats(leeds_all_solprop['logS_true'], leeds_all_solprop['logST (method1) [log10(mol/L)]'])\n",
+    "print(\"MSE Solprop= \" + f\"{np.sqrt(mse_leeds_solprop)}\", \"\\nPercentage within 1 logS for Solprop = \" + f\"{percentage_within_1_unit_leeds_solprop}\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 197,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<AxesSubplot: xlabel='True $logS$', ylabel='$\\\\hat{logS}$'>"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
     {
      "data": {
       "text/plain": [
@@ -911,7 +377,7 @@
     },
     {
      "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAowAAAH2CAYAAAD6Yt3sAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3yN1x/A8c/N3pMkYiQkRoIiVGJvYsQeUbGqdlCUij1ao1XaGq3+VFHVmrVHEbP2jE2MxIiRTXZyz++P9N667k0kZKDn/XrdF85znuec57nXzTdnKoQQAkmSJEmSJEnKgl5hV0CSJEmSJEl6u8mAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZLeQ0IIIiMjuXv3LpGRkQghCrtKklQgFAoFlSpVKuxqvHdkwChJkvQeiY2N5bvvvqNCubIULVqU0qVLU7RoUSqUK8t3331HbGxsYVdRJ4VCkeXL1dU1X8uOj49nz549+VqG9K/IyEgmT56Mt7c3Dg4OGBgYYGdnh4+PT769D8uXL9f6XJmbm1O5cmWCgoKIjo7Ol3LfJwaFXQFJkiQpb+zevZuunTuTmJhAvVImdK9rjaWRgmepgkP3H/LZqJFMnjiRtevX06JFi8KurhY7Ozu6d++ulW5vb5+v5To4OODu7s6lS5fytRwJLly4QPPmzXny5AlVq1alVatWpKWlERYWxsmTJzlx4gTNmjXLt/Lr1KlD1apVUSqVPHjwgJMnTzJ79mx+++03jhw5QqlSpfKt7Hfdfzpg3L59O3fu3CEwMLCwqyJJkvRGdu/eTZvWralRzJAxze2xM9XXON7QxYRoL3O+PvmcNq1bs2379rcuaCxWrBgLFy4s8HJTUlIKvMz/IiEE3bt3JyYmho0bN9KhQweN4w8ePCAiIiJf69C+fXs+++wz9b+Tk5MZNmwYS5cu5dNPP2Xjxo35Wv677D/ZJZ2UlMTIkSPx8/PL0y+nJ0+esHDhQvz8/HB1dcXCwgJjY2OcnZ3x8/Nj2bJlJCcn51l5kiRJkNkN3bVzZ2oUM+SLelZawaKKnak+X9SzokYxQ7p27vzWdk+/j9LT0wu7CoXuypUrXL16FV9fX61gEaB48eLUqFGjQOtkYmLCwoULsbS0ZPv27a/85SEjI6OAavb2+c8FjJs3b8bT05Nvv/02TweBr169mtKlSzNs2DC2bdtGWFgYCQkJpKamEhERwbZt2+jXrx+VK1fmzJkzeVauJEnSihUrSExMYExNC/T1FNnm1ddT8FlNCxITE1i5cmUB1TDvnD59mt69e+Pq6oqRkRG2tra0b9+e69eva+V9+vQp48ePx8PDA1NTUxwcHGjdujXh4eEAuLq6olBkPq/Lly+rx7b16dNHfY0XJ1D8/PPPVKlSBVNTU5ycnOjfvz9PnjzRKld1TkJCAn369MHKykorENq1axdt2rShaNGiGBkZUbJkSfr27UtoaKjW9aZOnYpCoWD9+vWEh4cTEBCAg4MDZmZmfPjhh6xZsybXz/H48eN06dKFYsWKYWRkhJOTE126dOHs2bNaeVXj/+bOncuDBw8ICAigaNGimJmZ0ahRI53n6PL8+XONP3MqKiqKoKAgPD09MTMzw9LSEh8fH3766SeUSmWurqWLsbEx5cqVIzU1laioKAAOHDiAQqEgMDCQmzdv0rhxY4yMjBg9erT6vLS0NBYvXkzt2rWxtrbG1NQUDw8PJkyYQFxcnFY5DRs2RKFQEBkZyeHDh2nSpAlWVlZYW1vTqlUrzp0798b3kp/+MwHjjh07qFWrFu3bt+fu3bt5fv2QkBASExPR19fHx8eHwYMHM2HCBIYNG0a9evXUX0qhoaE0a9ZM55eCJEn/LUIIMpIT3uiVnvScxQu+p15J4yxbFl9mb6pPvZImLPr+O9KTnr922QU98zolJYWaNWuyfv16PD096dWrF2XLlmXz5s3Ur19f/cMeICYmhgYNGjBr1iycnJz46KOPqFq1KsHBweqAsXfv3gwdOhTIHD85dOhQhg4dStOmTbXKnjBhAiNGjMDd3Z0ePXpgaWnJ0qVLqVu3bpYttYMGDeL48eN07dqVKlWqqNPHjh1Ly5YtOXToEPXq1aN3796UKFGC5cuX4+XlxdGjR3Ve7/79+9SsWZOLFy/Srl07mjZtyoULF/D392fRokU5fo4LFy6kTp06bN26lerVq9OnTx8qVqzIhg0b8PHx4c8//9R5XmRkJD4+PoSGhuLn54ebmxsHDhygcePGPHjw4JXlVq5cGWtraw4ePMiGDRtyVNfr169TtWpVZs+ejZGRER999BGtWrXixo0bDBw4EH9//zz5HD58+BA9PT1sbW010lNTU/H19UWpVBIQEICzszMAiYmJNGvWjKFDhxIeHk7btm3x9/cnNTWVmTNnUqtWLZ4+faqzrB07dtC0aVMUCgX+/v5UrlyZnTt3UrduXU6dOvXG95JvxHtu0qRJokyZMgJQvxwcHNR/L1++fJ6UM2HCBDFs2DARHh6u8/jFixc16tG+ffs8KVeSpHdXetJzsb+H4xu9NnUqKgAxpa51rs6bXNdaAGJT56KvXXZ60vM8exaAqFixYrZ5kpOTxYABA0RUVJRGekBAgADEvHnz1GkzZswQgJg9e7ZG3oiICPHkyZMclw0IMzMz4e7uLsLCwtTpaWlpwt/fXwBi1KhRWufY2NiIBg0aiOTkZI1jf/zxhwBE1apVxaNHjzSOrV69WgCiVKlSIiUlRZ0+ZcoUAQgLCwvx5Zdfapxz8uRJYWpqKkxNTbWup8vff/8t9PT0RKlSpcSNGzc0jgUHBwsTExNhZWUlHj9+rE7/5ZdfBCCMjIzEjBkz1Onp6emiY8eOAhDjxo17ZdlCCPHbb78JhUIhFAqF+Pjjj8W9e/eyzJueni4qVqwoAPHjjz9qHIuOjhY+Pj46j+l6P1X38PXXX2uVs3nzZgGIhg0bqtP2798vAGFvby/GjBmjdc6gQYMEIHr37q3xHqenp4shQ4YIQPj7+2uc06BBA/U19+3bp3FswYIFAhBeXl5ZPo/C9t63MM6YMYPbt2+r/92zZ0927dqV5+VMnDiR77//npIlS+o8XqlSJf744w/1v7dv3058fHye10OSpP+WpPTM1hVLo+y7ol+myp+U9vasz/hit/CLr2+//RbI7DpcsmQJdnZ2Gud98sknABpdo48ePQKgWrVqGnmdnJwoWrRoruqVmJjI/PnzNWbQGhgYMH/+fExMTHR27cfGxjJp0iSMjY010mfOnIlCoWDp0qU4OjpqHOvevTvt27cnPDycTZs2aV2zQoUKBAUFaaR9+OGHDBw4kKSkJNatW/fKe5kzZw5KpZL58+dTtmxZjWONGjVi0KBBxMfHs3z5cq1zy5Qpo1G+vr4+48ePB+DIkSOvLBvgo48+YvPmzRQpUoRly5bh7u7O6NGjiYmJ0cq7ZcsWLl++jJ+fHwMHDtQ4Zmtryw8//IBCoeC7777LUdkvSk1N5ebNm8yePZuAgABMTEz46quvtPIlJyczceJEjbQnT57w888/4+TkxOLFizXeY319fb755huKFSvG2rVrdU7i6dOnD40bN9ZICwwMpFq1apw9e/atna3/n5kl7evry5QpU/Dx8cmXLmkTE5NX5vnwww9xdXXl7t27pKWlcffuXT744IM8r4skSe8GPWMz6i299UbXiIyMhM2uPEvNXeCnyt940ZnXXrZGz9jstc7LSlbL6lStWlUrLTExkdDQUEJDQzlx4gSAxrgxb29vFi1aRFBQEK6urpQrV+6162ViYkLr1q210p2cnNRdyPfu3dNoMDA2NtYKCp48eUJISAg1atSgevXqOsvq1asXmzZt4siRI3Tt2lXjWMeOHdXDm17UqlUrvv3221eOgVMqlQQHB1O0aFE6duyYZfnffvstR44cYezYsRrHmjVrhr6+5rCHihUrAvD48eNsy36Rn58foaGhfPXVV3z77bfMmzeP3377jdWrV2s8M9WajC8HiypVq1alcuXKhISEEBUVlaPP8ZgxYxgzZoxGWokSJVi5ciUffvihVv46depgZWWlkXbgwAHS0tIICAjAzEz7/4CJiQldunTh+++/59ixY1rPulOnTjrr1rJlS86dO8e5c+feyoXH3/uAccqUKfj7+1OhQoXCrgoAzs7O6oBVT++9b+CVJCkbCoUCfRPzN7qGQ3Ezyrm7cej+Qxq6vPoXV5XD91Ip5+5GUeeSOoOQwpCTZXX+/PNP5s2bx/Hjx9Uzj1VBzIsTIAICAjh06BBLly7Fw8ODVq1aMXLkSK0gLidcXFyyfEaqIDE6OlojYHR2dtY6JywsDAB3d/csy1ItUq6rZap06dKvrEN2oqKieP78ebbBSHbl6+pBMzExwczMjNTU1GzLfpmVlRVffPEFw4cPJygoiGXLltG8eXP2799PvXr1gJw/r5CQEB49epSjgFG1DqOenh52dnZUr16dFi1aYGRkpDN/8eLFtdIK+30sLO99xDJ16tS3JlgE1INgDQwMKFOmTCHXRpKkd51CoWBI4DAOhycTnZSzJT+ikjI4fC+ZocOGvzXBYk4sXryYjh078vTpU7788kv27dvH3bt3uXHjhlZehULB//73P44ePUr79u3ZuXMnTZo0wd/fP9dL3BgYZN22oupKNTU11UjX1fKkKje766kaEnQ1KGR1XlZ1yOvys/qsvMlnyMHBgZ9//pkff/yRjIwMPv744zyrry7t27dn4cKFfP/990ydOhU/P78sg0V4O9/HwvLeB4xvk0uXLnHz5k0AmjdvrvODKEmSlFu9e/fGzCxzUe4MZfZd0xlKwTcnEzAzM6dXr14FVMO8MWXKFBwdHTl16hRjx46lcePGuLi4ZLueZK1atdiwYQPXr1+nTp06rFmzRj0mMqdenH39stu3b2NgYJDl+PUXqWbYZrdKxp07dwB0boeYVT1U4/Rf1QhRpEgRjIyMXrv8/DRw4EA8PDwIDQ1VL1WU0+elr69PiRIlCqSeUPjvY2GRAWMBefLkCT179gTAyMiImTNnFnKNJEl6X9jY2LB2/XpOR6Qx8XA8UVm0NEYlZTDxcDynIlJZt2EDNjY2BVvRNxAZGUlkZCSenp5YWlpqHDt06NArz3dzc2PJkiU68+vr62e7YPOjR4+4du2aVvrhw4cJDQ2lVq1aOWoVcnFxoUyZMpw8eTLLiQ2//fYbgM7t8fbv36/znGXLlgG8srvd0NCQunXr8ujRI3bu3Jnr8vObalFsVWOK6n5U9/eyS5cuERISgo+Pj9ZnIj+p1lNcvXq1zs9NSkoKGzZswMzMjDp16mgd1/U+Pn/+nPXr12NmZoa3t3e+1PtNyYAxn6SlpfH06VOOHDnChAkTqFChAufPn8fKyoqNGzdqrMklSZL0plq0aMG27du5EmuA/6Yoph+JZ39YMqcjUtgflsz0I/H4b4riSqwB23fsoHnz5oVd5VyxtbXF2NiY8+fPayyWfeHCBb788kut/Nu3b9eaeasaP/7yLGlnZ2fu3bunc6auSr9+/TRahqKjoxk5ciQAo0aNyvF9jB07FqVSSb9+/TInLL1g/fr16rUQda0FuXbtWlavXq2RtnLlSoKDg6latSqNGjV6ZfmqCR/Dhg1Tt4KpHDlyhMWLF+Pq6kpAQECO7ymnjh07xvTp03W2CP/666/cuHGD+vXrY2FhAUDXrl1xdXVl3bp1rFixQiN/XFwcgwcPRgihNYs5v7m4uNCtWzfCw8MZMWIEaWlp6mNKpZJx48Zx//59hg8frjVhBmDy5MmEhISo/52RkcGoUaOIjY2lf//+BRr85kphr+tTGO7cuZPn6zCq6Ovra6z5qHrZ2tqKoUOHZrvm1MuSk5NFXFyc+hUbGyuePHkilEplntZZkqT3R0xMjPjuu+9EOXc3je+gcu5u4rvvvhOxsbGFXUWdyME6jKr17RwcHESvXr1Eq1athLGxsQgKChKAaN26tTpv7969hZmZmWjdurUYMGCAaNeunTAxMREODg7i5s2bGtdVralXvnx50bdvXzF16lSNerm7uwsvLy9RtGhR0aVLF9GjRw9hb28vANG/f/9c30vv3r0FIKysrETnzp1F//79Re3atQUgypQpI+7evauRX7UOY9euXQUgatWqJT7++GNRt25d9c+XixcvZvvsXjR58mQBCBMTE+Hn5ycGDBggmjRpIvT09ESRIkXE2bNnNfJnt4ahEEKYm5sLFxeXV5arWtvQxMRE1K9fX3z88cciICBAVK1aVQDC0dFRXLlyReOc06dPCzs7OwGIatWqiU8++UT4+/urn//06dO1ytH1/F91D1nVdejQoTqPR0dHq+tdsmRJ0atXL9G3b1/h7u4uANGyZUuNtTSF+Hcdxm7dugljY2Ph6+srPv74Y1GuXDn1Gozx8fE5ql9hkAFjAQWMnp6eYtCgQeLvv//O8bVUXxIvv+Li4vK0zpIkvX+USqWIjIwUd+7cEZGRkW/9L5o5CRiTkpLExIkTRZkyZYSJiYmoVKmSWLVqlfo7/cWAcd++faJFixbC0dFRmJiYCDc3NzF48GBx69YtrevGxMSog0BLS0sxa9YsrXpFR0eLfv36CXt7e2FiYiKqVasmfvrpJ53P9VX3olQqxa+//irq1q0rLC0thbGxsShfvrwICgoS0dHRWvlVPwvWrVsn/vzzT1GtWjVhbGwsHBwcREBAgLh9+3a2z02X7du3i+bNmwsbGxthZGQkSpcuLQIDA8WDBw+08uZVwPjs2TPx1VdfiUaNGomiRYsKAwMD4ejoKGrUqCGCgoI0Fgt/UXh4uBg0aJAoVaqUMDQ0FHZ2dqJly5bir7/+0pm/IAJGIYR4/vy5mDFjhqhUqZIwMTERFhYWwtvbW/zwww8iPT1dK78qYHz8+LGYOXOmcHV1VT/7cePGiWfPnuWoboVFIUQB7+30Frh79656Wnv58uV1jk15XdOnT0epVJKWlsazZ8+4ffs2p0+f1lijqmPHjvzyyy86m6pflJKSojE+Ij4+npIlSxIXF/fKcyVJkqQ3p1AoqFixYqEupjx16lSmTZvGunXr6Ny5c6HVQ3ozDRs25ODBgzx9+pQiRYoUdnVy7b1fh7GgTZ48WStNqVTy119/8dlnn3H58mU2btzI48ePCQ4OznY6v7GxsdYuAZIkSZIkSQVNTnopAHp6evj6+nL06FH1jgV///13rjaLlyRJkiRJKiwyYCxAVlZWzJ8/X/1v1RIPkiRJkiRJbzMZMBawF5cMuH79Os+ePSvkGkmSJEmSJGVPTnrJ40kvOVGmTBn1+lcRERE4OTnl6Lz4+Hisra3lpBdJkiRJkgqUbGEsYEII9WKtenp6WgvISpIkSZIkvW1kwFjADh48qO6G/vDDD9HX1y/kGkmSJEmSJGVPBox54Pz58yQnJ78yX2JiIqNHj1b/W7W3tCRJkiRJ0ttMBow5kJKSQqdOnbC0tKRr166kpqZqHN+0aRNeXl6sWbOG9PR0nde4ePEijRs35uzZswBUrFiRAQMG5HvdJUmSJEmS3pRcuDsHfv31VzZu3AjAunXraNGiBf369dPIc/XqVfz9/bGxsaF+/fqULl0aCwsLoqKiOH36NKdPn1bnLVGiBNu2bcPQ0LBA70OSJEmSJOl1yIDxNSgUCo1/ly5dGn19fTIyMoiNjWXLli1ZntuxY0d+/PFHOdlFkiRJkqR3hgwYc6Bnz57s3LmTv/76i5YtWxIQEKBxvHfv3tStW5fVq1dz8OBBrl69SkxMDOnp6dja2uLm5ka9evXo2bMnlSpVKqS7kCRJkiRJej3/yXUY31VyHUZJkiRJkgqDnPQiSZL0ntq6dSvuZVzZunVrYVdFkqR3nGxhfIfIFkZJknIqMTERjwrluH//ASVKFOfqtRuYmZkVdrUkSXpHyRZGSZKk99CsWbOIeBjBzAY2RDyMYPbs2YVdJUl6J8ydOxeFQsHy5csLuypvFRkwSpIkvWdCQ0P5as4c/D1M8S5ujL+HKV/NmU1oaGhhVy1LCoUiy5erq2u+lh0fH8+ePXvytQwp09SpU1EoFKxfv76wqyLlkpwlLUmS9B4RQjAsMBA7EwUfVTQH4KOK5uwJT2P4sGFs37FDa2mwt4WdnR3du3fXSre3t8/Xch0cHHB3d+fSpUv5Wo4kvctkwChJkvQe2bJlC7t272ZGfWtMDDIDQxMDBUOrmjJp1y62bt1K27ZtC7mWuhUrVoyFCxcWeLkpKSkFXqYkvWtkl7QkSdJ7IjExkeHDhuJTwpQ6JYw1jtUpYYx3cROGBQ4hMTGxkGr435XVtrGS9K6QAaMkSdJ7QjXRJdDLTKvbWaFQMKy6+Ts/Aeb06dP07t0bV1dXjIyMsLW1pX379ly/fl0r79OnTxk/fjweHh6Ympri4OBA69atCQ8PB8DV1VX9nC5fvqweM9mnTx/1NRQKhXrDhZ9//pkqVapgamqKk5MT/fv358mTJ1rlqs5JSEigT58+WFlZUaNGDY08u3btok2bNhQtWhQjIyNKlixJ3759dY4zfXHcX3h4OAEBATg4OGBmZsaHH37ImjVrcv0cjx8/TpcuXShWrBhGRkY4OTnRpUsXzp49q5V3+fLlKBQK5s6dy4MHDwgICKBo0aKYmZnRqFEjnefkld27d9O4cWOsrKywsLCgXr167Nq1S2fe5ORkvvjiC8qXL4+xsTFOTk58/PHHPHz4UGf+8+fP06FDB+zt7TEzM8PHx4edO3dmWZewsDACAwMpW7YsJiYmFCtWjK5du/Ls2bM8ude3neySliRJKiRCCJQpedPaF3rrFl/NmY2/hynFLXV/tRe3NFBPgOnRrTPubm5vVKaesXZgmp9SUlKoWbMmpqamNGjQgKZNmxISEsLmzZs5duwYV65cUY93jImJoUGDBly9epWGDRtSu3Zt7t27R3BwMOHh4ZQqVYrevXsTFRXFokWLNMZP+vj4aJU9YcIEvvvuO1q0aMGHH37IwYMHWbp0KQcPHuTkyZPY2NhonTNo0CBOnTpF165dSUtLU6ePHTuWr7/+GktLS5o2bYq9vT2XLl1i+fLlbNiwgV27dlG7dm2t692/f5/AwEAcHR1p164djx8/ZteuXfj7+xMZGcnQoUNz9BwXLlzIiBEjMDQ0pGnTpjg7O3Pr1i02bNjA5s2bWbNmDR06dNA6LzIyEh8fH4oXL46fnx+nTp3iwIEDNG7cmMuXL1O8ePEclZ9T8+fPZ9SoUdja2tKiRQvS09PZu3cvrVq1YvXq1fj7+6vzJiQk0Lx5c44ePYqnpyf+/v7cvHmTX375hX379nH69GmNLXl3795Nu3btSE9Pp0mTJhQvXpyzZ8/Spk0bmjVrplWXu3fvUqtWLZ4+fUqLFi2oV68et27dYuPGjcybNw9LS8s8vfe3kpDeGXFxcQIQcXFxhV0VSZLyQHrSc7G/h+Mbv4I/chDezkbCyVxP7OzmkG3end0chKO5nvB2NhLBH2Wf91Wv9KTnefYsAFGxYsVs8yQnJ4sBAwaIqKgojfSAgAABiHnz5qnTZsyYIQAxe/ZsjbwRERHiyZMnOS4bEGZmZsLd3V2EhYWp09PS0oS/v78AxKhRo7TOsbGxEQ0aNBDJyckax/744w8BiKpVq4pHjx5pHFu9erUARKlSpURKSoo6fcqUKQIQFhYW4ssvv9Q45+TJk8LU1FSYmppqXU+Xv//+W+jp6YlSpUqJGzduaBwLDg4WJiYmwsrKSjx+/Fid/ssvvwhAGBkZiRkzZqjT09PTRceOHQUgxo0b98qyX7yXdevWZZvv6NGjQk9PT3zwwQfiwYMH6vRr164JW1tbYWdnJxITE9XpgwcPFoD4/PPPRUZGhjr9q6++EoAYNGiQOi0mJkYULVpUmJmZicOHD2uUO2vWLAEIQPzyyy/q9H79+glA/PHHHxr5b926JRISEnJ07+862SUtSZL0jguPz+DEw1TalTNTT3TJiomBgnZlzTjxMJXw+IwCqmHOvNgt/OLr22+/BcDY2JglS5ZgZ2encd4nn3wCoNE1+ujRIwCqVaumkdfJyUmjpSknEhMTmT9/PqVKlVKnGRgYMH/+fExMTFi5cqXWObGxsUyaNAljY82xpDNnzkShULB06VIcHR01jnXv3p327dsTHh7Opk2btK5ZoUIFgoKCNNI+/PBDBg4cSFJSEuvWrXvlvcyZMwelUsn8+fMpW7asxrFGjRoxaNAg4uPjda5BWKZMGY3y9fX1GT9+PABHjhx5Zdm5oarnypUrcXZ2VqeXL1+eYcOGER0dre6afvLkCUuXLqV69erMnDkTPb1/Q5vRo0fj6urK77//jvhnn5IVK1bw9OlTBg8eTN26dTXKHTdunM7W3aw+T2XKlPnPLIgvu6QlSZIKiZ6xGfWW3nrj69QVgj/adWDz8UO0f0XQmJwu2HIrlZbNm9Fj7cY36lLWM87bH5RZLatTtWpVrbTExERCQ0MJDQ3lxIkTAMTFxamPe3t7s2jRIoKCgnB1daVcuXKvXS8TExNat26tle7k5ISXlxdHjx7l3r17lCxZUn3M2NiYxo0ba+R/8uQJISEh1KhRg+rVq+ssq1evXmzatIkjR47QtWtXjWMdO3bU+X61atWKb7/9lnPnzmV7H0qlkuDgYIoWLUrHjh2zLP/bb7/lyJEjjB07VuNYs2bN0NfX10irWLEiAI8fP8627NzIyMhg7969eHh4UKVKFa3jqs9DSEgIHTp0YP/+/aSlpdG1a1eNYBFAT0+PDz74gC1bthAeHo6Liwv79u0D4OOPP9ZZfsOGDTl69KhGmre3N9u3b2fYsGH88ssvGkHsf4UMGCVJkgqJQqFA38Q8T661YPEPVPT0ZPXlBD6uYpFlvtWXE4hJESxY/AMGplnnKww5WVbnzz//ZN68eRw/flw981gVxCiVSnW+gIAADh06xNKlS/Hw8KBVq1aMHDlSK4jLCRcXlywDa1WQGB0drREwOjs7a50TFhYGgLu7e5ZlqRYpj4iI0DpWunTpV9YhO1FRUTx//lw9iSe35b94fyomJiaYmZmRmpqabdm5ERkZSUJCAlevXs32FxrV/d69exeAzz//nM8//zzb/C4uLty+fRvI+nna2tpqpX322WecPHmSbdu2Ubp0aTp37syoUaOyDPzfRzJglCRJeg+4u7sz9vPPmTNrJi3KmOic+HI/Pp0/riYxbvwE3N5wwkthWLx4MUOHDqV8+fJ8+eWX1KhRAzc3NzIyMrTuR6FQ8L///Y+PP/6YuXPnsnnzZrZt20a3bt1YtWoVBgY5//GXXd6YmBgATE1NNdJ1dVOqAtzsrqdqIXu5pSy787KqQ16Xn1XwltcTn1SBf4kSJWjXrl2W+VTdyar8zZo1y7YlWTUhKiUlBQMDA4yMjHTm07UEkqmpKVu3bmXXrl188803rF69mt9//51PP/2UefPm5ezG3nEyYJQkSXpPBAUFsXLFLyw4E8WsBlYaP8iFECw8m4CzszPjxo0rxFq+vilTpuDo6MipU6c0ZqVmt6xLrVq12LBhA7du3aJ3796sWbOGGjVq8Nlnn+W43KioqCyP3b59GwMDA52tby9TdWNmt0XjnTt3AHRuh5hVPVQtZmXKlMm2/CJFimBkZPTa5RcUe3t7DAwMsLS0zNFC7k5OTgA0bdpUqxs9q+uHhoby4MEDjXGpKqpnoIuvry++vr6cP3+e7t27M3/+fGrXrk3nzp1fWe67Tk56kSRJek+YmZnx/YJFnHiQzN/3NXcv+ft+CiceJPP9wkXv5CD9yMhIIiMj8fT01FrC5NChQ688383NjSVLlujMr6+vn+1uL48ePeLatWta6YcPHyY0NJRatWq9snUPMru2y5Qpw8mTJ7PchvC3334D0Lm0y/79+3Wes2zZMoBXdrcbGhpSt25dHj16lOV6g9mVX1CMjIyoXr06N2/e5NatV4/xrVWrFkCW6zO+TNWNvHbtWq1jycnJ2a7FqFK1alXmzp0L5Ozz9z6QAaMkSdJ7pG3btvi2aMGic0kkp2fOCk1OFyw6l0RLX1/8/PwKuYavx9bWFmNjY86fP6+xWPaFCxf48ssvtfJv375d3VWrohrr9vIsaWdnZ+7du6eV/0X9+vXTaOGLjo5m5MiRAIwaNSrH9zF27FiUSiX9+vUjMjJS49j69evZsGEDPj4+NG3aVOvctWvXsnr1ao20lStXEhwcTNWqVWnUqNEryx8zZgwAw4YN02pJO3LkCIsXL8bV1ZWAgIAc31N+GDhwIOnp6fTp00c9Q1nl6dOn6pnzkDl7vH79+uzfv59Zs2ZpjGUF+Pvvv9mxY4f636qF2WfPns3Vq1fV6Uqlks8++0znYuwbN27U2iEpq8/Te6uw1/WRck6uwyhJUk7cvHlTGBkaip6VzMX+Ho6iZyVzYWxkKEJDQwu7alkiB+swDhkyRADCwcFB9OrVS7Rq1UoYGxuLoKAgAYjWrVur8/bu3VuYmZmJ1q1biwEDBoh27doJExMT4eDgIG7evKlx3UGDBglAlC9fXvTt21dMnTpVo17u7u7Cy8tLFC1aVHTp0kX06NFD2NvbC0D0798/1/fSu3dvAQgrKyvRuXNn0b9/f1G7dm0BiDJlyoi7d+9q5FetXdi1a1cBiFq1aomPP/5Y1K1bVwDC1tZWXLx4Mdtn96LJkycLQJiYmAg/Pz8xYMAA0aRJE6GnpyeKFCkizp49q5FftQ7j119/rfN65ubmwsXFJUdlq+6lcuXKokmTJlqvxYsXCyGEUCqVolOnTgIQ1tbWomXLlqJ///6iefPmwsTERFSvXl3jujdu3BCOjo4CEOXKlRPdu3cXffr0EZUrVxaAWLBggUb+kSNHqp9Bhw4dxCeffCLKly8vSpUqJT7//HOtdRgbNGggbGxsRIcOHcSAAQNEixYthL6+vihXrpx4+vRpju79XScDxneIDBglScqpiRMnCkN9PTG7oY0w1NcTkyZNKuwqZSsnAWNSUpKYOHGiKFOmjDAxMRGVKlUSq1atEnfu3NEKGPft2ydatGghHB0dhYmJiXBzcxODBw8Wt27d0rpuTEyMOgi0tLQUs2bN0qpXdHS06Nevn7C3txcmJiaiWrVq4qeffhJKpTLX96JUKsWvv/4q6tatKywtLYWxsbEoX768CAoKEtHR0Vr5X1zs+s8//xTVqlUTxsbGwsHBQQQEBIjbt29n+9x02b59u2jevLmwsbERRkZGonTp0iIwMFBjkWyV/AgYs3qNGDFCnTc9PV0sWLBAVKtWTZiamgoTExNRoUIFMWLECBEeHq517fv374sBAwaIEiVKCAMDA2FjYyPq1asnfvjhB5GWlqaRV6lUisWLF4tKlSoJY2Nj4ejoKPr27SsiIiLE119/rRUwrlu3TtSvX1/Y29sLU1NTUaFCBfH555/naLH094VCiH9WspTeevHx8VhbWxMXF4eVlVVhV0eSpLdYYmIiHhXKcf/+A0qWKMGVa9ffybGLhU2hUFCxYsUsxxwWhKlTpzJt2jTWrVv3n5hcIb2d5BhGSZKk95CZmRkLF/1AaVcXFixaLINFSZLeiFxWR5Ik6T3l5+f3zk5ykSTp7SJbGCVJkiRJkqRsyYBRkiRJkiRJypac9PIOkZNeJEmSJEkqDLKFUZIkSZIkScqWnPQi5VpERAQRERG5Pq9YsWIUK1YsH2okSZIkSVJ+kgGjlGtLlixh2rRpuT5vypQpTJ06Ne8rJEmSJElSvpJjGN8hb8sYxqxaGK9evUpAQACrVq3Cw8ND67hsYZQkSZKkd5NsYZRy7VWBn4eHB15eXgVYI0mSJEmS8pOc9CJJkiRJkiRlSwaMkiRJkiRJUrZkwChJkiRJkiRlSwaMkiRJkiRJUrZkwChJkiRJkiRlSwaMkiRJ0jtp6tSpKBQK1q9fX9hVkd5DBw4cQKFQEBgYWNhVeSvIgFGSJOk9JIQgMjKSu3fvEhkZybu05G5wcDB9+/bF3d0dc3NzzM3NcXFxwc/Pj23bthV29aS3yOXLlxkwYAAffPABlpaWGBkZUaxYMVq2bEl4eHi+lNmnTx8UCoX6paenh42NDXXq1GHx4sVkZGTkS7mFTa7DKEmS9B6JjY1lxYoVLFy0mNCbN9Tp7mXLETh0CL1798bGxqbwKpiN2NhYevbsybZt2zAyMqJOnTo0aNCApKQkwsLC2L17N/b29rRp06awqyq9BVatWkXfvn0RQtCgQQNq1qxJTEwMoaGh7Nq1i/DwcEqVKpVv5Xft2pWiRYuSmppKeHg4hw4d4ujRo2zatEn9GX6fyIBRkiTpPbF79246d+lCYkIidm61KOvbDgNjC9JTnhNz6xijRo1m4qRJrF+3jhYtWhR2dTXExcVRp04drly5wqBBg/jiiy+wt7fXyPP48WOuX79eSDWU3ibh4eF88sknODo6sm/fPsqXL69x/MyZMzg6OuZrHcaMGUONGjXU/3706BF+fn7s2bOHH3/8keHDh+dr+QVNBoySJEnvgd27d9O6TRusS1alXOehGJnbahy3d69DakIMdw8sonWbNmzftu2tChr79u3LlStX+PLLLxk/frzOPI6OjvkeBLwLMjIy0NfXL+xqFKqtW7eSkpLCqFGjtIJFgOrVqxd4nZycnPjuu++oU6cOGzduzDZgFEIghEBP790ZGfju1FSSJEnSKTY2ls5dumBdsiplWwZpBYsqRua2lG0ZhHXJqnTu0oXY2NiCrWgWjh8/zp9//km9evUICgp6rWtcu3aNdu3aYWtri4WFBb6+vly+fFln3ocPHzJgwACcnZ0xNjambNmyTJ06leTkZI18y5cvR6FQMHfuXK5du0abNm2wtrbG0dGRUaNGkZqaCsC+ffuoW7cuFhYWFC1alP79+xMfH69xrRcnUCQnJxMUFISrqysmJiaULVuWL774grS0tCzPuXnzJo0bN8bIyIjRo0er86SlpbF48WJq166NtbU1pqameHh4MGHCBOLi4rTuvWHDhigUCiIjIzl8+DBNmjTBysoKa2trWrVqxblz53L13IUQrF69msaNG2NnZ4exsTFubm4MHz6cR48eaeVXjf87ffo0R48epUmTJlhaWmJra0tAQABPnz7NUbnPnz/X+DOnrly5Qp8+fShVqhTGxsYUKVKE1q1bExwcnKvrZOWDDz4AMj9jKi9Oztq5cyceHh7o6+uzZcsWdZ6oqCiCgoLw9PTEzMwMS0tLfHx8+Omnn1AqlVrlKBQKKlWqBMDPP/9MlSpVMDU1xcnJif79+/PkyZM8uZ8X5WnAmJCQwM6dO5k+fTqdOnWiRo0aODs7Y2VlhaGhIRYWFjg4OFC5cmXatGnD2LFjWb9+fY4/IJIkSZK2FStWkJiQiGvDoSj0sm95Uujp49pwCImJiaxcubKAapi9FStWADB69GgUCkWuz79x4wY+Pj48e/aMdu3a4eTkxO7du2nUqBHR0dEaea9du4aXlxf/+9//KFu2LN26dUOhUDBt2jQ6deqkc3JQWFgY9erVQ09Pj1atWpGens78+fMZPHgw27Ztw9fXFwsLC9q2bYuBgQFLly7lo48+0lnX9PR0WrRowcqVK2nQoAGdO3cmOjqaSZMmZXlOamoqvr6+KJVKAgICcHZ2BiAxMZFmzZoxdOhQwsPDadu2Lf7+/qSmpjJz5kxq1aqV5c/XHTt20LRpUxQKBf7+/lSuXJmdO3dSt25dTp06laPnrlQq6d69Oz169CAkJITmzZvTs2dPzMzMWLBgAV5eXty8eVPnuYcOHaJp06aYmZnRrl07TE1N+e2332jTpo3OAOlldevWBWDhwoVZlvGyjRs34uXlxa+//kq5cuXo3bs3NWvWZM+ePTRt2pQFCxbk6DrZUQWKRYoU0Tp2+fJlunbtSqVKlejatSumpqYAXL9+napVqzJ79myMjIz46KOPaNWqFTdu3GDgwIH4+/tnOWltwoQJjBgxAnd3d3r06IGlpSVLly6lbt26ef8LoXhDaWlp4vfffxe+vr7CxMRE6OnpqV8KhSLL14v5DAwMRJ06dcSPP/4onj9//qZVem/FxcUJQMTFxRV2VXSaP3++UOjpi/nz5xd2VSTpnaBUKkVictobvRKSUoWbe1lhX7au8AnclOOXfdk6ws29rEhISn3tspVKZZ48B09PT6Gnpyfi4+Nzdd6UKVMEIIyMjMSyZcvU6YmJiaJ27doC0Pg+Sk9PF5UqVRL6+vpi8+bN6vSUlBTRoUMHAYg//vhDnf7LL78IQOjp6Ynff/9dnR4WFiZsbGyEvr6+KFq0qFiwYIH62KNHj0Tx4sUFIG7cuKFO379/vwCEhYWF8PPzE4mJiepjT58+FRUqVBCA2LJli9Y59vb2YsyYMVr3P2jQIAGI3r17i+TkZI37HDJkiACEv7+/xjkNGjRQX3Pfvn0axxYsWCAA4eXlpfuBv2T27NkCEM2bN9f6uTRr1iwBCB8fH4303r17C0CYm5uL4OBgjWfg5uYmALFr164clT9gwAD1tWbOnJlt/HDr1i1hZmYmbGxsxPHjxzWOhYSEiCJFiggDAwNx8eJFdbrq+Q8dOlTnPZw6dUqrnJEjRwpATJ06VZ2m+pza29uL7du3a+RPT08XFStWFID48ccfNY5FR0cLHx8fnccAYWZmJtzd3UVYWJg6PS0tTfj7+wtAjBo1Ksvn8TpeO2BMSUkR33zzjXB0dNQZIFpZWYnKlSuLli1bis6dO4uePXuKrl27ijZt2ggvLy9hb2+vM4C0trYWkydPzvUXx3/B2xwwJiQkCEfHYgKFQjg6FhMJCQmFXSVJeuslJqflKsjT9areb6UARFnfMbk6r2yLzwQgqvdb+dplJyan5clzsLa2Fvb29rk+T/WDuHHjxlrHNm7cqBUw/fnnnwIQI0eO1Mp/+/ZtAYi2bduq01QBY40aNbTyDx06VADC09NTK3AeNWqUAMSqVavUaargw9zcXERERGhdb9OmTQIQnTp10nnOy9/7jx8/FoaGhsLJyUnn921SUpIoVqyY0NPTEw8fPlSnqwLG0aNHa50jhBDVqlUTgEbgpEtaWpqwt7cXpqam4v79+1rHlUql+lonTpxQp6uCrf79+2udM3fuXAGIiRMnZlu2SkZGhpgxY4YwMjISgHBwcBCLFy8WaWnan8vhw4cLQHzzzTc6r/Xtt98KQAwePFidltOA8dmzZ+LcuXOif//+QqFQiDJlyojY2Fh1ftXntG7dulrlqj6nfn5+Out17tw5oVAohIeHh0Y6IACxdetWrXMiIiKEiYmJKFKkiM5rvq7X6pLeuXMn5cqVY8yYMTx58gQhBPb29vTq1YvffvuNmzdvEhcXR0hICDt27GDdunWsXLmSNWvWsHXrVs6cOUNkZCQPHjxg48aNDB48GGdnZ4QQxMfH88UXX+Du7s66detep3pSIZg1axZPIyMp32YiTyMjmT17dmFXSZL+EzLSkgAwMLbI1Xn6/+RXnV+YEhMT32gJklatWmmleXp6AhAZGalO2717NwD+/v5a+UuXLo21tTUhISFax+rXr6+VVrZsWQCaNWum1Y3u7u6uVbZKnTp1cHJy0kpv2bIlCoVC5xjCOnXqYGVlpZF24MAB0tLSCAgIwMzMTOscExMTunTpglKp5NixY1rHO3XqpJWmqgfwyrGMZ8+eJSoqitatW1O8eHGt4wqFgp49ewJw5MgRreO+vr5aaRUrVgQyZ8PnhJ6eHhMnTuTq1at0796dp0+fMmTIEGrVqsXdu3c18u7ZsweAAQMG6LxWr169sqxrVj788EMUCgWWlpZUq1aN//3vf9SqVYvg4GCsra218uv6nKrqNXDgQJ1lVK1alcqVK3P16lWioqI0jpmYmNC6dWutc5ycnPDy8iIyMpJ79+7l+H5eJVezpFNSUhg6dCi//PKLuj+9WbNmDBkyBD8/v1zP9ilWrBjt27enffv2LFq0iH379rF48WI2b97M06dP8ff3Z/PmzSxduhQTE5NcXVsqOKGhocyZ8xXFvDpg61KdYtXaM2fOV/Tq1Uv9xSlJkjYTI32C52p/4edGZGQkpVYOJD0ld4P/M/7Jv3VWO63la3LKxChvZura2dkRFRX12rN/S5YsqZWmuqcXJ5Kogghvb+8sryV0jBXTFeCpAgJdwZJqbNrLk1ggMzDVxcjICAcHB60xl1mVERYWBpDtd6yrqysAEREROa6H6lnqqkdelp/de6aaTJRTZcqUYfXq1Xz++ecMGTKEo0ePUqdOHS5cuKAeSxgWFoaTkxMWFrp/sbK1tcXa2lpnXbOiWofR0NAQJycn6tevT61atbLM/ybvY0hICI8ePdL4v+ri4pLlmN8X30ddz/p15CpgrFOnDufOnUMIQaNGjZg5c2a2//Fyq0mTJjRp0oTLly8TFBTEtm3b+P3337l69SpnzpzJs3KkvCOEIHDYMAzNbHH2yvyN1bl6Z2JuHmLY8OHs2L79tQaxS9J/gUKhwNT4zVY3K+HsiHvZcsTcOoa9e50cnxd9+xjuZctRvJhDof8frVy5Mnv37uXMmTPUrFkz1+fntLFCNZmiT58+mJub68xjbGyslZbd88ntszMw0P1+CyGIjY3Fzs5O65iuFsT09PRsrwf/Phddzyer82JiYoB/g96svGn5up7bm34Oq1SpwpEjRwgICGD16tWMGzeOpUuXquubXV1V5eem4evldRhfJa/fx+zOyen7mBu5+qY6e/Ys9vb2zJs3T93UnB8qVqzIli1b2LRpE0OHDuX8+fP5Vpb0ZrZs2cLuXbso1yoIfcPML1p9Q2NK1OnLrh2z2bp1K23bti3kWkrS+0uhUBA4dAijRo0mNSEmyyV1XpSaEE3M7eNMnjev0INFgNatW7N3716WLFnyWgFjTqlaCgcPHpyv5WTn5W5FlYcPH5KSkkKZMmVydB3VTOnQ0NAs89y5cwf4t6Xv5Xromsl7+/ZtgFfW403Lzy8KhYL58+ezevVqjh49qk53dnYmLCyMpKQknUFUXFwcsbGxBf65ePE5urm56cxz584d9PX1KVGihEZ6Vp8lyHwfDQwM8qx1EXK5rE7dunW5cOFCvgaLL2rfvj3nz5+nSZMmBVKelDuJiYkEDhuOXeka2JbW/E9mW9obW9fqDA0cRmJiYiHVUJL+G3r37o2ZuRl3DyxCKLPfx1YoM7h7YDFmZmbqcVuFrV+/fhQpUoTly5ezc+fOfCtH1V2Yn2W8ytGjR3V2uS5btgyAxo0b5+g6qvUUV69eTUpKitbxlJQUNmzYgJmZGXXqaLc879+/Xyvt+fPnrF+/HjMzs1f2HtasWRMLCwu2bduW5Zp/q1evRqFQ0LRp0xzdU15R7eX8Yote48aNEUKwfPlyneesWrUKyBxmV5BU77fq/X/ZpUuXCAkJwcfHB0tLS41jjx494tq1a1rnHD58mNDQUGrVqpWnLYy5Chj379+vjoYLStGiRdUDlaW3y6xZs4iIiKBUnX5arRQKhQKXup8QEREhJ8BIUj6zsbFh/bp1xN07z82ds0hN0D3+LDUhmps7ZxF37zwb1q9/a/aUtrS0VP8g79ChA4sWLVJ31b3owYMH7Nix47XL6datGzY2Nnz11Vf89ddfGscyMjJYuXJlti1meSE8PJyRI0dq3N+FCxeYN28e5ubmWU7KeJmLiwvdunUjPDycESNGaIyXVCqVjBs3jvv37zN8+HCtCTMAkydP1pjgk5GRwahRo4iNjaV///5awcnLTE1NCQwM5Pnz53zyySckJCRoHJ83bx6nTp2iW7du6glCeenHH39k9erVWp+T9PR0pk2bBqAxIeTTTz/F0NCQyZMnc/bsWY1zrl69yvTp07GxsSEwMDDP65qdrl274urqyrp169TrkarExcUxePBghBBMnDhR5/n9+vXTaGmMjo5m5MiRAIwaNSpP65qrLunC2orobegykTSpJro4VeuAiU0xnXlMbIrhVFVOgJGkgtCiRQu2b9tG5y5dOL+yP7ZlfLArUwt9YwsyUp4TffsYMbePY2Zmxo7t22nevHlhV1lD69at2bBhA7179yYwMJBp06ZRr149ihYtSmJiIleuXOHcuXP07NlT52zTnLC1teXnn3+mW7dutGjRAm9vbzw9PUlKSuLw4cM8ePCAixcv5vGdafL19eW3335jz5491KpVi9jYWHbt2kVaWhorV67U6nbMzuLFi7l27RpLlixhx44dNGrUCH19fXULU8uWLdXB08saN25MzZo1adSoEc7Ozhw5coQbN27g5eXFjBkzclT+tGnTOHPmDFu3bqV06dI0bdoUc3NzTp48SUhICNWrV+eHH37I8f3kxqNHjxg8eDDDhg2jVq1aODs7Exsby/Hjx7l37x7e3t58/vnn6vyVK1fmhx9+YMCAAdSsWZPGjRtTunRpHjx4wJ49ezAwMGDjxo06JzjlJ2NjY9avX0/z5s3p06cP3333HdWrV+f58+fs2bOHqKgopk+frnNWubu7O8nJyXh4eNCwYUOMjIzYtWsXUVFR9O/fn/bt2+dpXQtsL+mwsDBWrlzJhQsXSE5Opnjx4jRr1ox27dphaGhYUNWQ8oB6oov5vxNdsqKaABM4bBg7d+yQwb8k5aMWLVpwLzyclStXsmDhIm7unqs+5l62HJPnzaN37946l/x4G7Rv355bt26xcOFCduzYwf79+0lISKBIkSKUKFGCCRMmvPGQqI4dO3LkyBG+/PJL/v77b86cOUORIkXw9vZm6dKl6u3W8oubmxtff/01o0ePZuPGjSgUCurXr8/48eNp1KhRrq5la2vLkSNHmD9/PmvWrGHt2rUYGBhQsWJFRo8eTf/+/bNs6Pn++++pUqUKP/30E8HBwRQvXpxx48YxYcKELGcSv8zIyIjt27ezZMkSVqxYwebNm4HMJYdmz57N8OHD87RL9EV9+vQhISGB/fv3c/jwYZKSknBycsLNzY2xY8fSv39/rQlM/fr1w9PTk6+++oojR45w4MABHBwc6N69O0FBQTr3pC4I1atX5/z588ycOZMdO3awYsUKLC0t8fb2ZuTIkVl2kxsbG7N3717GjBnDpk2bSEhIwMPDg1mzZvHJJ5/keT0VQtcaAjqcP3+e6dOnA5nL4SxatCjHhXz99ddMmTJF5ziLsmXLsmbNGqpUqZLj6/1XxcfHY21tTVxcnM4uhoJy9epVPD09KVW7N85eHV6Z/+HZjYQfXcmVK1fw8PAogBpKkiSEIDo6mmfPnmFpaYmdnZ38ha0QHThwgEaNGjF06FAWLlxYaPVo2LAhBw8e5OnTpzonvUjvBoVCQcWKFbl06VKBlZnjMYwrV65k06ZNbN68OVfB3ZgxYxg3bhzJycmIzJ1lNF43btygSZMm3Lp167VuQCp4FSpUoIWvL5GXd5GRpv1LwIsy0lKIvLwb35YtqVChQgHVUJIkhUKBvb09rq6u2Nvby2BRkqQ3kuOA8eTJk0DmyuJZbZD+shUrVvDNN9+o/21ra8uoUaP48ccfmTp1qnogbHR0NIMGDcpNvaVCpFAoWLhgAWmJMTw8uyHbvA/PrCc9KZaFCxbIH1iSJEmS9I7KccAYHh6OQqHAy8srR+Mbnjx5wogRI9RBgqenJxcvXmTu3LkMGDCAyZMnc/HiRfXA6+DgYE6dOvWatyEVNHd3dz7/fCyPzv1JcqzulfGTYh/y6PwmPv98bJbrS0mSJEmS9PbLccCo2iYopwOCp06dSnx8PEIILC0t2bZtm9aSPEZGRvz888/q1co3btyY0+pIb4GgoCCKFSvG3cNLtbbTEkIQfuRnnJ2dGTduXCHVUJIkSZKkvJDjWdKqCSu2tq/eReD69essXbpU3bo4Y8aMLFd6L168OHXq1OHgwYOcOHEip9WR3gJmZmYsXPA97du3J+bOSezK/LvQa8ydE8TcPcPyzZt1bockSZL0X9KwYUOd+1QXtAMHDhR2FaQ8UBifpRy3MGa3mfrLJk2apF5Ms3Tp0gwZMiTb/KpWy5s3b+a0OtJbokmzlti4eHH38FL1BJiMtBTuHv6Zps1a4OfnV8g1lCRJkiTpTeU4YHR0dAQy97vMzoULF9iwYYO6dXHy5MmvXPBb1Wqp2ixbendcvBuDa73+pCX8OwHm4Zn1pCXG0nPoJDnRRZIkSZLeAzkOGKtUqYIQ4pUTU8aOHatuKvX09MzRIqvPnz8H0Lm/pvR2C7kdjYlNMZy9OhBxdiMxYWd4ePZPnL06EP5cdkVLkiRJ0vsgxwGjajbzrVu3stzLc+XKlezZs0f976+++ipHLUz3798HeGv2NZVy7vytzD0snat3xt6+CNe3fYGRhR3OXp04cfXJWzFmR5IkSZKkN5PjgLFz586Ym5sD8Mknn2itLr5x40YGDhyIQqFAoVDQtGlTWrZsmaNrHz16FIVCQenSpXNRdamwpaZlcCUscxhBSSdbxgd9jkKhR732Q9A3NCYyLplbEc8KuZaSJEmSJL2pHAeMdnZ2jBkzBiEEjx8/xsvLi6ZNm9KjRw+8vLzo0qULKSkp6mV0lixZkqPrXrlyRT0u0tPT8/XuQioU1+7FkZqmBOCDMnbUr18foczAt2lDdZ4TV58UUu0kSZIkScorOV5WB2DixIkcO3aM3bt3k5GRwf79+7XyGBsbs2bNmiyX0XnZTz/9pP577dq1c1MdqZBd+Kc7GqCqmz2QuVanR3ETdfqJq0/o0cS9oKsmSZIkSVIeynELI4Cenh5bt25l5MiRGBoaau0LXaFCBYKDg2nRokWOrhceHs6yZcuAzO3mcnqe9Ha4cPvfgLGKm736747WBjjZZi7DdOFWFMmp6QVeN0mSJEmS8k6uWhgBDAwM+Oabbxg/fjx//fUX9+/fx9jYmKpVq1K3bl309HIeg544cYJ+/foB4OLiQqlSpXJbHamQKJWCkNuZLYo2Fka4OFoQ/c+KSwqFAm8PBzYfDSM1Xcm5m1HUquhYiLWVJEmSJOlN5DpgVLG3t6d79+5vVHiXLl3o0qXLG11DKhx3Hj3jWWLmIu4flLHTmg2vChgBjl97IgNGSSoEW7duZfiIkXz/3Xy5iL4kSW8kV13SkqTy4vjFKmXstY7XKFcUfb3MIFJOfJGkgpeYmMiQoYHcvXuHIUMDSUxMLOwq5bmpU6eiUChYv359YVdFknRq06YNCoWCu3fvFnZV3pgMGKXXcv6W7vGLKpZmhlR0zdzBJ+zxcx5Fv38/rCTpbTZr1iwiIiIo32YCERERzJ49u7CrlGPBwcH07dsXd3d3zM3NMTc3x8XFBT8/P7Zt21bY1ZPeEg0bNkShUBAZGVnYVflPkAGj9FpU4xdNjPQpX9JaZx5vDwf132UroyQVnNDQUObM+Qqnah2wdamOU9X2zJnzFaGhoYVdtWzFxsbi5+dHkyZNWL16NaVKlcLf35927dpRokQJdu/eLVsTJamQvPYYxhetXbv2ja+hp6eHlZUVNjY2uLm5YW+v3WolvR0iohN5HJMEQEVXWwz0df/e4V3Bgf9tvwbAiWtPaFfHtaCqKEn/WUIIAocNw9DMFmevTkDmTkwxNw8xbPhwdmzf/lbu8R4XF0edOnW4cuUKgwYN4osvvtD6OfD48WOuX79eSDWUpP+2PAkY/f398/wLyNXVlTZt2jB48GAqVKiQp9eW3kyI1vqLulUoZYOVmSHxiWmcuv6U9AxllsGlJEl5Y8uWLezetYtyrYLQNzQGQN/QmBJ1+rJrx2y2bt1K27ZtC7mW2vr27cuVK1f48ssvGT9+vM48jo6OODrKCXQZGRno6+sXdjWk/5g8++n98pqMb/q6e/cuCxcupGLFinz66aekpqbmVVWlN3T+VrT67x+Uscsyn76egpoVMrulnyelcyUsNr+rJkn/aYmJiQQOG45d6RrYlq6pccy2tDe2rtUZGjjsrZsAc/z4cf7880/q1atHUFDQa13j2rVrtGvXDltbWywsLPD19eXy5cs68z58+JABAwbg7OyMsbExZcuWZerUqSQnJ2vkW758OQqFgrlz53Lt2jXatGmDtbU1jo6OjBo1Sv1zad++fdStWxcLCwuKFi1K//79iY+P17jWgQMHUCgUBAYGkpycTFBQEK6urpiYmFC2bFm++OIL0tLSsjzn5s2bNG7cGCMjI0aPHq3Ok5aWxuLFi6lduzbW1taYmpri4eHBhAkTiIuL07r3F8f9HT58mCZNmmBlZYW1tTWtWrXi3LlzuXruQghWr15N48aNsbOzw9jYGDc3N4YPH86jR4+08vfp0weFQsHp06c5evQoTZo0wdLSEltbWwICAnj69Gmuys+pjIwMFi1aRJUqVTA1NcXe3p4uXbpk2WKd08+Iyvr166lbty6WlpbY2Njg5+fHjRs3sqzPsWPH6NSpEyVKlMDU1BQ3NzcmTJiQJ/eaX/IkYOzatSvdunWjadOm6jR9fX18fHzo3r07vXv3pnfv3vTo0YPmzZtjZ5cZZKj2j1Yd79SpEw0bNsTe3l4jeFywYAGtW7cmIyMjL6orvSHVDGl9PQWVSmcdMAJ4exRV//341cf5Wi9J+q9TTXQpVaefVq+PQqHApe4nb+UEmBUrVgAwevTo1+qtunHjBj4+Pjx79ox27drh5OTE7t27adSoEdHR0Rp5r127hpeXF//73/8oW7Ys3bp1Q6FQMG3aNDp16oQQQuv6YWFh1KtXDz09PVq1akV6ejrz589n8ODBbNu2DV9fXywsLGjbti0GBgYsXbqUjz76SGdd09PTadGiBStXrqRBgwZ07tyZ6OhoJk2alOU5qamp+Pr6olQqCQgIwNnZGcj8BaFZs2YMHTqU8PBw2rZti7+/P6mpqcycOZNatWplGYDt2LGDpk2bolAo8Pf3p3LlyuzcuZO6dety6tSpHD13pVJJ9+7d6dGjByEhITRv3pyePXtiZmbGggUL8PLy4ubNmzrPPXToEE2bNsXMzIx27dphamrKb7/9Rps2bVAqlTkqP6eUSiVdunQhMDCQZ8+e0blzZ6pVq8aGDRuoVasW165d08if28/I1KlT6dKlCyEhIbRs2ZLWrVtz4cIF6taty+PH2j/3tm3bRv369dm7dy/16tWjU6dOWFhYsGbNmjy97zwn8siFCxdEqVKlhEKhEK1btxZ3797NMq9SqRTr1q0TpUqVEvr6+mLs2LFCqVRq5Dlz5ozo3bu3UCgUQqFQCD09PTFmzJi8qu47KS4uTgAiLi6u0OoQ+zxF+ARuEj6Bm0Tfrw5oHDtz5owAxJkzZ9Rpj2MS1fk//vrAy5eTpP80pVIpEpPT8uR18fJVYWhoJIp/2FX9f07Xq3iNLsLQyFhcvHz1jct8+Xv7dXl6ego9PT0RHx+fq/OmTJkiAGFkZCSWLVumTk9MTBS1a9cWgJg/f746PT09XVSqVEno6+uLzZs3q9NTUlJEhw4dBCD++OMPdfovv/wiAKGnpyd+//13dXpYWJiwsbER+vr6omjRomLBggXqY48ePRLFixcXgLhx44Y6ff/+/QIQFhYWws/PTyQmJqqPPX36VFSoUEEAYsuWLVrn2Nvb6/z5N2jQIAGI3r17i+TkZI37HDJkiACEv7+/xjkNGjRQX3Pfvn0axxYsWCAA4eXlpfuBv2T27NkCEM2bN9f6uTRr1iwBCB8fH4303r17C0CYm5uL4OBgjWfg5uYmALFr164cla+6l6dPn2abb86cOQIQAQEBGs9p7dq1AhC+vr7qtNx+Rg4fPiwUCoUoX768ePjwoTo9ISFBnR8Qd+7cUR9zc3MTJiYmWnFSSEhIju67sCiE0PHrVC7FxsZSrVo1wsPD6dKlC3/88UeOzouKiqJBgwZcvXqV8ePHM2PGDK08mzdvpmvXrqSlpWFiYsKtW7coVqzYm1b5nRQfH4+1tTVxcXFYWVkVSh0OX4xg7E8nAfBv5MaIjpXUx86ePUv16tU5c+YMXl5e6vQeM4O5HfEMhQJ2zmqJtblRgddbkt5GSSnpNP5s+xtfRwjB9W0zSIq+zwcfLVCPXdQlIy2FC6sDMbMrSfk2k95o/Hnw3NaYGr/5UHgbGxsMDAxyvTzK1KlTmTZtGo0bN2bfvn0ax/788086duyIv78/v//+OwCbNm2iQ4cOjBw5knnz5mnkv3PnDmXKlKFt27Zs3rwZyOyS7tu3LzVq1NBqdQsMDGTRokV4enpy6dIljec4evRo5s2bx6pVq+jRoweQ2b3cqFEjzM3NCQ0NxcnJSeN6mzdvpn379nTq1Ek9E/zFcx4+fKjxvf/kyRNKlCiBvb09t27dwszMTON6ycnJlClThsePH3P//n31z82GDRty8OBBRo8ezdy5c7WeqZeXF+fOnePixYtUqlRJ67hKeno6Tk5OJCYmcvPmTYoXL65xXAhB9erVOXfuHCdOnKBmzcwhEn369GHFihX079+fn376SeOcb775hs8++4yJEyfqjAdeprqXp0+fUqRIEZ150tLS1N3KN27c0HpODRo04PDhwzx9+hR7e/tcf0Y6dOjApk2b2Lp1K23atNHIHx0djYuLC8+fP+fOnTu4uroCYGFhgZWVFQ8fPnzlPb5N8qRL+ocffiAsLAwrKyt+/PHHHJ9nb2/PH3/8gZ6eHrNmzdI5dqJdu3bqD05KSgqrVq3KiypLr+nCC+MXLRWxnD17Vv26evUqAFevXtVIV/VaCwGnruXP+BRJ+i9LjrlPbNhZHCu3zDZYhMwJME6VWxIbdpbkmPsFVMPsJSYmYmT0+r9ItmrVSivN09MTQCMI3b17N5A5UfNlpUuXxtrampCQEK1j9evX10orW7YsAM2aNdMKut3d3bXKVqlTp45WsAjQsmVLFAqFzp+DderU0WokOHDgAGlpaQQEBGgFQQAmJiZ06dIFpVLJsWPHtI536tRJK01VD+CVYxnPnj1LVFQUrVu31goWIXMIRM+ePQE4cuSI1nFfX1+ttIoVKwLo7MZ9XWfPniUyMpK2bdvqfE5Vq1ZFCMGlS5eA3H1GhBDs378fBwcHrWARwM7Ojg8++EAr3dvbm4iICMaOHUtSUtIb3V9BypNZ0uvXr0ehUNCyZUtsbGxydW6lSpWoX78+Bw4c4H//+x+LFy/WyjNixAhmzZpFfHw8+/fvZ8yYMXlR7f+siIgIIiIicn1esWLFNHZ4GdijDelJ2oOqAwICNP5tXbIKHu2mAZnbBDatrv3lIkn/RSZG+gTPbf3G1xFC0D5yG3+f2IVj5VavbGGMvLyb5s19+fPngW/UwmhilDczde3s7IiKinrt2b8lS5bUSlMtyfPiRBLVbhve3t5ZXktXp5uuAM/aOnP9WV3BkqmpqVbZKqVLl9ZZrpGREQ4ODlpjLrMqIywsc+tVVXCqi6pFS9f3fVb1UD1LXfXIy/Kze8/ycpKr6j3/4Ycf+OGHH7LMp7rf3HxGoqKiiIuLyzavra2tVtqPP/6In58fX3/9NT///DP9+vVjxIgROt/nt0meBIx37twBsv4Avkq1atXYv38/Bw4c0Hnc2NiYhg0bsnnzZnUrlvT6lixZwrRp03J93sTJU7kaWw0AGxMly/+3KEfnpSth6WlBulLBiatPEEK8levASVJBUygUedKlC7B40UI8PSvy8OwGSnrrnjwB8PDMetKTYlm8eCFmJoZ5Uvabqly5Mnv37uXMmTPqrsvc0NPLWWeZajJFnz59MDc315nH2Fg72M7u+yq332UGBrrfbyEEsbGx6kmhL9LVMpaenp7t9eDf56Lr+WR1XkxMDPBv0JuVNy1f13PLj58Lqvfc29ubGjVqZJlPFb/k5jOSkpICZP+sVM/pRWXLluXChQusWLGC7777jq+//prFixezdOlSnS2bb4s8+aZS/Tbw7Nmz16vEPx+4+/ez7h5RvZmv+q1HerWBAwfqXIft6tWrBAQEsGrVKjw8PLSOR6Was/e3zNlk18/sJWCudmtwVsq3mYSta3Ui45K5HfEMN+fCGYMpSe8rd3d3Pv98LLNmz6Fo+UaY2GiP9U6Kfcij85sYHzQONze3Qqilbq1bt2bv3r0sWbLktQLGnFK1FA4ePDhfy8lOVFSUzvSHDx+SkpJCmTJlcnQd1Uzp7HbvUTXmqFr6Xq6HrnF/t2/fBnhlPd60/IKies+9vLxYuHBhjvPn5DNia2uLQqFQt7bqonoGLzM2NmbAgAEMGDCADRs20KdPH/r06UPdunUpUaLEK+tZGPJkDKPqAR8/fvy1zr9y5UpmZbL5LVEVwb9L/f1vq2LFiuHl5aX1UgWJHh4eOo/fi/33Gp8N9OfMmTMaL9X40lWrVmkd69+1ifpcuU2gJOWPoKAgihUrRtiRpVpdq0IIwo/8jLOzM+PGjSukGurWr18/ihQpwvLly9m5c2e+lVOrVi2AfC3jVY4ePaqzy3XZsmUANG7cOEfXUa2nuHr1anVL14tSUlLYsGEDZmZm1KlTR+v4/v37tdKeP3/O+vXrMTMzy7abFaBmzZpYWFiwbds2njzR/Z2+evVqFAqFxpJ7Ba169eoYGRmxb98+nUMEXpabz4iZmRkeHh7cuXOH06dPax2/ePFijrbj7NSpE4MGDSIlJYWTJ0++Mn9hyZOAsXbt2gghOHPmDIcPH87VuXfv3mXPnj2Za4S5uGSZT/WBtLCweKO6Sq/vxR1e2jXJXcDZqdm/s6ZPXJMBoyTlBzMzMxYu+J6Yu2eIuaP5gyfmzgli7p5h4YLvdXZxFiZLS0uWL18OZM46XbRokc6uvAcPHrBjx47XLqdbt27Y2Njw1Vdf8ddff2kcy8jIYOXKlfm+33Z4eDgjR47UuL8LFy4wb948zM3NGTBgQI6u4+LiQrdu3QgPD2fEiBEawZBSqWTcuHHcv3+f4cOH61xVY/LkyRoTfDIyMhg1ahSxsbH0798fS0vLbMs3NTUlMDCQ58+f88knn5CQkKBxfN68eZw6dYpu3bqpJwgVBisrK/z9/blx4wYjR47UCtYvX77M6tWr1f/O7WekT58+AAwbNkxjsfa4uDgGDBiAoaH2sI/Vq1dr/UKnGjtZtGhRrfxvizzpku7evbu6demjjz4iODg4Rx+QZ8+e4e/vT0pKCgqFQudMNxVV62WpUqXyospSLqVnKLl4J3M4QBErY5ztc/cDx8XRAidbUx7FJHE+NIrk1HRMjPJm7JYkSf9q27YtLXx9Ofz3MqxLVkXf0JiMtBTu/70M35Yt8fPzK+wq6tS6dWs2bNhA7969CQwMZNq0adSrV4+iRYuSmJjIlStXOHfuHD179sz2Z0V2bG1t+fnnn+nWrRstWrTA29sbT09PkpKSOHz4MA8ePODixYt5fGeafH19+e2339izZw+1atUiNjaWXbt2kZaWxsqVK3PVHbl48WKuXbvGkiVL2LFjB40aNUJfX5/Dhw8TGhpKy5Ytsxyv3rhxY2rWrEmjRo1wdnbmyJEj3LhxAy8vrxwtaQMwbdo0zpw5w9atWyldujRNmzbF3NyckydPEhISQvXq1bOdaJJXOnXqpDMwmz59OrVr1+abb77hxIkTLFq0iC1btuDt7Y2VlRWXL1/m5MmTjBo1Sr1oem4/IyNGjGDjxo0cP36csmXL0qJFC4QQ7Nq1C29vb5o0aaL1S06PHj0YP348devWxdTUlPPnz3P69Gk6depE3bp18/dhvYE8aWFs2bIlTZs2RQjBgwcPqF69OrNmzcpyhXmlUsnGjRupVq2aem0rc3Nzhg0bpjP/zZs3uXz5MgqFgipVquRFlaVcCn0QT2JK5k47Vdzscz04WaFQ4O2RuU1garqSc6G6x/FIkvRmFAoFCxcsIC0xhodnNwCqiS5xLFyw4K2ecNa+fXtu3brFlClTcHV1Zf/+/fzyyy/s27cPfX19JkyY8Mbbp3Xs2JEjR47g5+fHzZs3+fXXXzlw4AA1atRg586d2a49mBfc3Nw4cuQIpUuXZuPGjezfv5/69euzb98+rRUmXsXW1pYjR44wY8YMrK2tWbt2LevWrcPe3p4ffviBrVu3Zrlc0ffff8+UKVO4du0aq1atIi0tjXHjxnHw4MFXti6qGBkZsX37dhYsWICLiwubN29Wd0PPnj2bw4cP53rllNdx6NAh9u3bp/VS9UwWKVKEY8eO8dlnn2FoaMjmzZtZt24dSqWS2bNnM336dI3r5eYzYmRkxJ49e/jss88wNjZmzZo1HDt2jMDAQP7880+d/9+mT5+OtbU1W7ZsYd26dUDm+6F6dm+rPFm4GzLXm2rYsCFXrlxR37Cenh4eHh5UqFABa2tr0tPTiYiI4NSpU8TGxgKoZ8yuWLEiy/8sI0aMYME/X3QrV65UL4T6X5PfC3dntfA2wJoDt/h2Q+Y6VaM6V6ZLA+0B0dmdD7D//EPG/5z5C0LXhmUY2alytvV5k+V//quLu0uSyqRJk5g1ew7uLccRunM244PGaf1glAqOahHuoUOH5mjyRX7JyWLXkqRLnvUJFilShEOHDjF48GB1xJyRkcHly5e1NoB/MUa1srJi8eLFWe6heevWLZYsWQJk7gbQsWPHvKqylAsvrr9Yxc3+ta5Ro1xR9PUUZChFjia+vO7yP1OmTGHq1KmvUUNJen8EBQWxfMVKrm/7kpIlS751E10kSXq35OkgMjs7O9asWcPw4cP54Ycf2LFjh7ol8WWOjo4EBATw6aefZrtYpZOTE7du3QIyV65/1dpQUt4TQqh3eDE3MXjtJXEszQzxdLHl4p1owh4/51F0Ik52WY+FfN3lf2TroiRlToBZvGghw0eM5Pvv5r91E10kSXq35Musgzp16qin8d+4cYO7d+8SGxuLUqnExsaGsmXL5ngNMHNz8ywXz5QKxv2nCUQ/y1y2oXJpO/T1Xn+MhbeHg3ryzImrT2hXxzXLvK/qWlbNxpYkSTc/P7+3dpKLJEnvlnyfplquXDnKlSuX38VI+eh8HnRHq/h4FGXpjszFv09cyz5glCRJkiTp7fCfXtdk+/bt3Llzh8DAwHwv6/79++o9I9/WVdyzcuH2v7vrVH3DgLFCKVuszAyJT0zj1PWnpGcoMdDPk8n6kiRJb62GDRvq3Ke6oGW1Ba8kvUqB/KR+9uwZERERb80uLUlJSYwcORI/P78Cma22detWqlevztSpU7Pd/vBtpZrwYmigh4eLzRtdS19PwYflMxcmfZ6UzpWw2DesnSRJkiRJ+S1fAsawsDDGjx9PrVq1MDExwcbGhhIlSmBhYYGNjQ2tWrVi8eLFhRJAbt68GU9PT7799tt8/20vLCyMDh060LZt2yy3TnrbRcUnc/9p5gr+HqVsMDbUf+Nr+ng6qP/+OtsEHjp0CANF5p+SJEmSJOW/PA0Y09LSGDVqFGXLlmXOnDmcPHmS1NRUhBDqV3x8PLt372bYsGGUKlWKP/74Iy+rkKUdO3ZQq1Yt2rdvr96CJ7/cvXuXQYMGUa5cOTZt2pSvZeU31exogCpl7PLkmjUrvBAw5nKbwMTERL6aPQulgK9mzyIxMTFP6iRJkiRJUtbyLGBMSUmhadOmfPfdd6Snp6sDRH19fRwdHXFzc8PJyQkDAwP1saioKHr06MHEiRPzqhpaJk+ejJubG61bt1ZvL+jg4PCKs17PX3/9RbNmzXBzc2PJkiWkpqZiYGCAra1tvpRXEPJi/cWXOdiYUqZY5k4CV8NiiEtIfcUZ/5o1axaRkZHMbGhDZGQks2fPzpM6SZIkSZKUtTwLGIcOHcrhw4fVO7d0796dffv2ER8fT0REBDdv3uThw4fEx8dz8OBBevXqhZ6eHkIIZs2axbJly/KqKhpmzJjB7du31f/u2bMnu3btypeyVq9ezd69e1EqlUDmsi/BwcF88MEH+VJeQbhwOzNgVCigch61MALqbQKVAk5d172F5MtCQ0P5as4c/D1M8S5ujL+HKV/Nma2xEbwkSZIkSXkvTwLGkJAQfvnlFxQKBRYWFuzevZvffvuNRo0aaS20bWJiQr169Vi+fDn79u3D0tISIQRjx44lPj4+L6qjk6+vL8eOHWPlypX53uLn6urKokWLuHDhAvXq1cvXsvJTQlIaN+/HAVCmmBVWZrr3JH0dPh7/tvIez8E4RiEEwwIDsTNR8FHFzHU5P6pojq2JguHDhr0Vsw8lSZIk6X2VJwHjr7/+qv6BvWTJEpo2bZqj8xo0aMD//vc/AGJiYlixYkVeVEfDlClTuHr1Kjt37sTHxyfPr/+i5s2bs337dm7evMmQIUMwNDTM1/LykhCCmJgYIPO9EEJw6W4Myn/isCpuede6mHk9e/UEmhNXn7wy4NuyZQu7du9maDVTTAwyFw43MVAwtKopO3ftYuvWrXlaP0mSJEmS/pUn6zAGBwcDUKZMGbp3756rc7t27crEiRO5desWO3bsYNiwYXlRJbWC3FM4q/2w32axsbGsWLGCxQsXcCM0cwvGpk2bUs7djbrdJwE2AFQpkzfjF1WMDfWp5m7P8atPiIxL5nbEsyy3HExMTGT4sKH4lDClTgljjWN1ShjjXdyEYYFDaNq0aaFtfxYREUFERESuz3vVbjaSJEmS9DbIk4Dx3r17KBQKGjVq9FrnN2zYkNDQUK5cuZIX1ZFyaPfu3XTt3JnExATqlTKhe11rLI0UPEsVHLr/kBOX7mNZ3AZ48wW7dfH2cFB3R5+4+iTLgHHWrFlEPIxgZmtbFArNbQkVCgXDqpvTd3sEs2fPZvr06Xlez5xYsmQJ06ZNy/V5U6ZMKdBfaiRJkiTpdeRJwBgXlznO7XVnH6vOe/o0Z5MfpDe3e/du2rRuTY1ihoxpbo+dqeb6inVdzJlmU450ICX+MedOHqJFixZ5WgcfDwe+++fvJ6494aMm7lp5XpzoUtxS98e1uKWBegJMr169cHfXvk5+GzhwIG3bttVKv3r1KgEBAaxatQoPDw+t47J1UZIkSXoX5EnAaGtry9OnT1970sqzZ88A3qkxf++y2NhYunbuTI1ihnxRzwp9PYVWngf6LqQrMie5GMfdoGvn0YTdu4eNjU2e1cPF0QJHW1MexyRxPjSK5NR0TIz+/UiqJrrYm/470SUrH1U0Z09YGsMCA9mxc6dWS2R+e1XXsoeHB15eXgVYI+ndkgykF3YlcskAMCnsSuDq6kpkZCTPnz8v7Krki+DgYDp27EhAQECB7EwmSVnJk4CxRIkSPHnyhFOnTr3W+adPnwbA0dExL6rz3khJSSElJUX977yaRb5ixQoSExMY09xeZ7AIEGbwbytdM8s7nE5MYOXKlQwfPjxP6gCZ3cneFRzYciyM1HQl50KjqOX572fgcsgFdu3ezcBqFuqJLlkxMVDQ1s2In3bv5vjWX/Fu/RF6+v/prdKld0YycPSfP98lJkBt8iNoTEpKwtHRkWfPnrFr16487914U8nJyezbt4/WrVvne1lPnjwhLi6OsLCwfC9LkrKTJ7OkVWMXT506RUhISK7ODQkJ4fjx4ygUCmrVqpUX1XlvzJo1C2tra/WrZMmSb3xNIQSLFy6gXkljrW7oF919IWCsqLhNvZImLFrwfZ4vX6Nrm0BlWgoP9iwj7n998HY2YtONRJLTsy83OV2w+WYi3s5GJK8Zw7FhVbjxy1hirvyNUGbkaZ0lKW+lkxks6gPG78hLn/xsFd2wYYO652n58uX5UsabqFq1Kt26dSuQsvz9/Xnw4AF//vlngZQnSVnJk4BR9R9HCEHv3r1z3BKWkJBA37591UFIp06d8qI6742goCDi4uLUr3v37r3xNaOiorgReov6JY2zzKNEoQ4YzZTPcVBGUK+kETdCbxEdHZ3lea+jRrmi6lbOE1cf82DfCk6MrsXNFeNJi33EsBqWRCcpWX05IdvrrL6cQHSSkmE1LFEoFKTFR/Fw30ouzOzEsWHVuLliPLHXTyD+WVRdkt4+BoDhO/LK39b7FStWYGpqSq1atdi0aZN6nPzbIjm5YFuDnZ2dMTCQPSZS4cqTgLFGjRq0bdsWIQQhISHUrl2bo0ePZnvO6dOnqV27NufOnUOhUFCtWjWdkwb+y4yNjbGystJ4vSnVOB9LI+0u3qP3UwjYEsmep3Yk6WWOGXRND0XxQn7Vb/26HDp0CANF5p85ZWlmiGcpawDuPk7g1PLZpEQ/VB//oGEbPh0ygD+uJvHgme7WjPvx6fxxNYmxn4+j2fhlFPmwNXqG/3aTpcY94cGeZZyf0Y5jI6oTumoycaFn5GLfkvQWunfvHsHBwbRo0YJ27dqRnJzMmjVrCrtaBS49veDHtAoh1DuVSdLL8mxrwKVLl+Li4gJkzgytV68eXl5efPbZZyxZsoTff/+dpUuXMn78eGrVqoW3tzeXLl0CwMbGhlWrVuVVVaRsWFhYAPAsVTNYSk4XfH86nojnGayPLKVOd0kP1chvaWmp87qJiYl8NXsWSgFfzZ5FYmLiK+uiTE/j4f7fcA7bpE67aegJgH215lSf8ReVRy5n6pz5FHMuxoIzCVpBnhCChWcTcHZ2ZvzESTh4t6XSiJ+pvfgSHkN+wL66LwqDf3eoSY2J4P6unzg3tTXHP63BrdXTiL99Pt+Cx9cJoiXpv+zXX39FqVTSvXt3unfvjkKheO1u6dWrV+Pj44O5uTnW1ta0bNmSEydOaOVLSkri22+/pXbt2lhbW2NsbEyFChWYN2+exndDw4YNUSgUhIWFkZCQgEKhQKFQ0LBhQ43rRUVFERQUhKenJ2ZmZlhaWuLj48NPP/2kMyBTKBRUqlSJhIQE+vTpg5WVFTVq1ADgwIEDKBQKAgMDtc5LT09nyZIl1KlTB2tra8zNzalUqRKLFy9+5bOZOnUqCoWC9evXs3PnTjw8PNDX12fLli3qay9btozGjRtjZ2eHkZERpUuXZsKECaSlpWlca/ny5SgUCubOncuDBw8ICAigaNGimJmZ0ahRI86ePauzDo8ePWLw4MGUKFECExMTypcvz/fff8/p06dRKBT06dNH65zY2FjGjBmDq6srxsbGlCpVik8//ZTY2NhX3rP0ZvKsjbtIkSLs3buXTp06qccxXrhwgQsXLujMr/pPWKJECdavX0+FChXyqipSNuzt7Snn7sah+w9p6PJvK5yqS3dmAxt+Nvr3vXBNvwnA4XuplHN3w85O944vs2bNIjIykpkNbZh0ODLbNRGV6Wk8/nsdYZu+JflpOGX0XcGqIQB3izZm4MBJWJWpqs5vZmbG9wsW0b59e/6+b0zdkv/W++/7KZx4kMzmzYs0Fu02MLXAsXYHHGt3ID0xnsizu3lyfDMxFw8iMjK/7FKiHnBvxw/c2/EDJg4uOHi3pahPOyxKVcyTWdYvB9EDBgwotIXFJeldsWLFCiwsLPDz88PU1JQ6depw5MgRbty4Qbly5XJ8nREjRvD9999TrFgx2rVrR1xcHHv37mX//v389ddf1K9fX513xowZzJo1iwoVKtCuXTvS0tLYuXMno0ePJjExkYkTJwLQoUMHKlWqxMqVK0lOTmbAgAEAlC1bVn2t69ev07RpU+7fv0+VKlX46KOPePbsGXv27GHgwIHs3buXNWvW6PyOGTRoEKdOnaJr165aQdnLEhISaNu2LcHBwTg6OtKmTRsgs/du7dq1DBkyJEfP6fLly8ydOxdfX1+qVKmi3s532bJlDBw4EBcXF3x9fdHX12fPnj3MnDmTx48fs3TpUq1rRUZG4uPjQ/HixfHz8+PUqVMcOHCAxo0bc/nyZYoXL67Oe+fOHerVq8eDBw/w8vLC19eX27dvM3LkSFq2bKmzro8ePaJhw4Zcv36dDz/8kAYNGnD+/Hm+++47Dh06xNGjRzExKfyZ++8tkceSkpLErFmzRLFixYRCocjyZWFhIT799FMRGRmZ11V4pTt37ghAAKJ8+fL5Xl6DBg3U5R07duy1rxMXFycAERcX90b1mTZtmtBXIL5uZCOWtLQTM+pbCwMForqTobA3NxQVmgUKn8BNovaQNWJxy6Liq0Y2Ql+BmD59us7r3bx5UxgZGoqelczF/h6Oomclc2FsZChu3rypkS8jPU08PPi7ODayptjfw1H92tfDSTQZvkb4BG4STcdsE2npGVplKJVK4duihXCyNBI7uzmI/T0cxc5uDsLJ0ki09PUVSqUyR/ee+jxGPDywWpyf7S/293TWqIfqdXx0bXF77WzxLPxK7h/uCyZOnCgM9fXE7IY2wlBfT0yaNOmNrie9r54JIbYLIfYKIQ6+I6+9/9T5WZ4+iaNHjwpABAQEqNN++OEHAYigoCCd57i4uAhzc3ONtDVr1ghANGnSRMTGxqrT//77b2FoaCg8PDw08i9cuFDs3LlTI+3KlSvCwMBA2NraiowMze8kXWUKIUR6erqoWLGiAMSPP/6ocSw6Olr4+PjoPAYIGxsb0aBBA5GcnKxxbP/+/QIQQ4cO1Ujv16+f+lklJiaq05VKpTh16pRW3V42ZcoUAQh7e3uxfft2reNr1qwRv/32m8Z36+PHj4Wtra3Q19cXT58+Vaf/8ssvAhBGRkZixowZGs+jY8eOAhDjxo3TuH6jRo0EIL755huN9L179wpjY2MBiN69e2sca9mypQDEwoULNe43MDBQAGL27NmvvG/p9eV5wKiSnp4uTpw4Ib799lsxduxYMWDAADFixAjxxRdfiF27donnz5/nV9Gv9F8PGIcOHaquj8ZLoSdQKISRZVHx4cA1wqP9dI3jL39hCZFNIGf1byCXkZ4mIg6tEcdH+WgFZ+dn+4vYm6fFhJ9PCp/ATcIncJO4cCtKZ72zCkxDQ0Nf6zmkxEeKB8G/inMzO4v9AcV0Bo8nxtYTdzbOFc8f3MjVtXMaREuSDBj/NWDAAAFoBDCRkZHC0NBQlChRQitwE0J38FalShVhZmYmHj58qJW/V69eAhBnz559ZX0aNmwoAK3vmKwCxo0bNwpA+Pn56bzeuXPnhEKh0ApYVd+xe/fu1TpHV8B4+/ZtoaenJypWrChSU1NfeR+6qALGunXr5uq8Pn36aNVVFTBWqFBBpKena+Q/ffq0VjkXLlwQgKhevbrOMj7//HOtgPHcuXMCEB06dNDKHx8fL8zNzcUHH3yQq3uRciffpl3p6+tTs2ZNatasmV9FSK9JV1dHBXsDrscIyrWewI3ts3h4dgMKhd4rz9uyZQu7du9mRn1r9VqJJgYKhlY1ZdKuXaycM44KkYdJenRb4zzbSg1w7fgZ1uU+BMD7aRj7zmVOdjlx9QkflNHu+nZ3d2fs558zZ9ZMKhYx5I+rSYwbPwE3N7fXeg5GlvY4NwrAuVEAqXFPeXpqO0+Obybu+nH4Z8hE4oMb3N3wNXc3fI15KU8cvNtR1LstZk6ls7yu+GfBcTuTfxcc/6iiOXvC0xg+bBjbd+wo8IXFJeltl5yczNq1a7G3t6dZs2bqdHt7e5o3b8727dvZt2+fxjFdHj9+zIULF2jZsqXOxfSrVq3KypUrCQkJoVq1alrH79+/T2hoKKGhoURFRQHkeJb2nj17gMydn3SpWrUqlStXJiQkhKioKOzt/91y1djYmMaNG+eonO3bt6NUKhk4cOAbb3jRqlWrV+Z58uQJN2/eJDQ0lDt37gC6n0mzZs3Q19dcrq1ixYpA5vuism/fPgD69u2rs7wmTZowZ84cjbTdu3cDmcsMvczS0hI3NzcuX75MRkaGVh2kvCHn6f8HqSa+vOhaVAbFP+yCrUt1nL068PDsn5gXdcv2vMTERIYPG4pPCVPqlNBcpqdOCWO8nY34/Iu5LG9TRB1M2lSsh2vHz7Ap762R37vCC+sxXntC/9a6x7QGBQXx8/9+YvyBJzg5OTJu3Lic33g2jKyLUrxpH4o37UNKzGOentrKk+NbiL9xUp0nIfwKd8KvcGfdLCxcP8DBpy1Fa/ph6uCica1XBdFbt26VKwJI0ks2bdpEbGysziCoR48ebN++neXLl78yYLx79y4AO1+x49OLS4RFRUUxceJEtmzZwsOH/67SoAo8cjpzWLW4dnbbk7q6uhISEsKjR480AkZnZ+cc/yJ548YNAKpUqZKj/Nl5cVzhixITE5k+fTrr1q3j9u1/f+HP7pnoWivYxMQEMzMzUlNT1Wmq65UurfsXb1tbW6001fvarVu3bNfAjI+P13m+9OZkwPgf9Nlnn9GjRw8WL17M8mU/U9rWkPupVjh7Za6D6Vy9M0+vH8Ap9Q53FNC33ycMHjxY67f1WbNmEfEwgpmtbbW+6BQKBcNqWNJ3WxSrLycwqnuLzECxgu7F2R1sTSlTzJLbEc+4GhZDXEIq1uZGWvnMzMwYOy6IMaNGMubzcfkyicTY1pESzT+hRPNPSI56yNOTW3lyfDPPbv070+/53RCe3w3h9h9fYOlW7Z+WRz+UprbZB9HFTRgWOISmTZvKCTCS9IIVK1YAsGTJEpYsWaIzz59//kl8fHy2S4ypAhlPT0/1phK6fPDBB0Dm5JEPP/yQe/fu0aNHD3x9fSlfvjxubm4MHz5cXa+cUC2Fk92aiXp6ehp/quTm+0C1DmRerM2oq1ylUkmTJk04ceIEHTp0YPLkyXh6elKmTBkWLFjAtGnTdF4rq4D35XRV/XU1XoDuJYVU72vHjh2z3YbVyEj754aUN2TAmAMpKSl89NFH/PXXX7Rs2ZJVq1a90x/KYsWKkZCQwK8rV1KruBFH7qdSrtUA9A0zAxx9Q2Nc6/Xjxo7Z1C1hxMrlv+Bf0RxLO3OupyaTkZrM3YdPmDN7A/4eZhS31P0xKm5pgL+nOWuupzC56xxssvmtGzJbGW9HPEMp4NT1pzT10v2bb/369UkXaMxyzC8m9s6UbDmQki0HkvQ0nKcntvLkxGae3/l3R6Nnt87x7NY5bq2eyqp7VkQ8fMjM1na6g+jq5vTdHpHtLHJJ+q+JiIhgz549WFtbq5eTedmtW7e4e/cua9eu5ZNPPsnyWk5OTgC4uLjkaO/lX375hTt37vDVV18xZswYjWO53ajA2dkZgNDQ0CyHyty5cwd9fX1KlCiRq2u/SHWPoaGh1K5d+7Wvk5UdO3Zw/PhxhgwZwqJFizSO5cXmDaoWwKy2O1R1e79Idc/dunWja9eub1wHKfdyFDDmZIxDXlAoFGzfvr1AysqNX3/9lY0bNwKwbt06WrRoQb9+/Qq5Vq9PNcbO3EDJ3w/BulQ1bEtrjjW1Le2Ndcmq/P3gIlYGGUz4+gdmNbRBoVAghGD6gVjsXxijlxXV2L1hgYHseEUXkbeHA7/vvwVkjmPMKmAsLKZFS1GqzVBKtRlK0uO7PDmxhacntvA8LHM90QfP0ll55Cb+nubZB9Eepnw1Zza9evXKtutKkv4rfv31VzIyMvjkk0+YO3euzjw7d+6kVatWLF++PNuAsXTp0jg5OXHixAliYmJe2T157do1ALy9NYfJJCUlcerUKZ3nGBgYaHSxqjRu3Jjly5ezbNkynftfX7p0Sb25RVZr2uZEw4YNmTFjBitWrKBXr16vfZ2sZPVMhBAcOXLkja/v5eUFwNq1a+nZs6fWcV3bIKq2Dt65c6cMGAtJjgLGXbt25fsgfSHEOzMR4F2pZ1auXbvGrn8GECv09Cldf4DO1rDSDQZyYXUgcalw4mEq4fEZuFgbEB6fwYmHqQysZqEeo5cVEwMFbcsY8dPu3Vy7dg0PD48s81Z1t8fYUJ+UtAxOXHvyVn8mTB1dcWk7HJe2w0l8GMrj45sZP+ZL7E318jSIlqT/AlW3b3bBT4sWLShRogR///03oaGh2f6yNWDAAKZPn84nn3zCL7/8otGFHRYWxu7du9VrKKparl5cmzE9PZ2RI0dqTNR4kbOzM7du3eLKlSt4enqq07t27crkyZNZt24drVq1onfv3upjcXFxDB48GCGEel3H19WoUSNq1KhBcHAwkyZNYtq0aeou7vT0dA4ePEiTJk1e+/ovPpMX35OZM2dy/vz5N6o7gJ+fH3Z2dmzbto21a9dqBIB//PEHmzdv1jqnWbNmlClThhUrVtC4cWOtQHPbtm0UKVIEHx+fN66fpFuOd3oRmUvw5NvrbdazZ086duyIhYUFXbp0ISAgoLCr9EacnJzQ0zcAhR7O1TthYqN7PIiJTTGcvTqCQg89fX0aTltPjZnBdP7pBM0bN2BzaCrJ6dm/d8npgi23U2np6/vKxdmNDfWp5p45CPxpbDInL97m7NmzWq+rV68CmTsK6ToeERHxGk/l9Zk5u5Ps0Ypjt2NoV84sx0H0rt27Of3XRoQyo4BqKklvn1OnTnHlyhWqVKmiHleoi56enjoAe9XOL0FBQdSuXZuNGzdStmxZ2rdvT//+/WnYsCHu7u789ddf6rw9evTA3NycL7/8ksaNG9O7d28qVqxIcHAwHTt21Hn91q1bA5lB7Mcff6zehcXY2Jj169dja2tLnz598PLyon///nTv3h03NzeOHDnC9OnT8fX1zc0j0qJQKPjjjz8oWbIkX3zxBeXKlaNv37507doVNzc3ZsyY8UbXb9OmDc7Ozvz22294e3vTt29fqlWrxrfffpsnvWvm5ub89NNP6Onp0a1bNxo3bsyAAQOoX78+ffr0YebMmYDmOE99fX1WrVqFubk5vXr1okqVKvTq1YuePXvi7u6On58fkZGRb1w3KWs5amHcv39/ftejQLm6uuYqSDU2NmbDhg2vXd6BAwde+9z8sGLFCpRKJcYWRdQTXbKimgCT+jyKTYcvMGLECAAWLVlKRU9PVl9O4OMqugcuQ+YOMjHJggULF+aoJc3bw4HjV58A8MNvu1jxlfZ2WCpZBe5Tpkxh6tSprywrL1WoUAHfFi3YfHQ/7V8RNCanCzbfTMTb2YjnK4fw98YJ2Fash23lBthWqo9p0VJZniu9zwp+7+DXl3d1zUnrosrHH3/MzJkz+fXXX5k+fbrWxBEVExMT9u7dyzfffMPq1avZtWsX+vr6uLu78/nnnzNq1Ch13tKlSxMcHMy4ceM4e/asekmeb775hs8//1zn9T/99FMePHjA2rVrWbNmjcYWdtWrV+f8+fPMnDmTHTt2sGLFCiwtLfH29mbkyJGvnOWdU25ubpw5c4bZs2ezadMmVq9ejZ2dHdWqVWP06NFvdG0bGxuCg4MZM2YMx44d49q1azRo0IC1a9fy22+/5Un9O3XqxJ49e5g+fTonTpzg7Nmz1KpVi0OHDqm7+1+eFFOrVi1OnTrF9OnTCQ4O5vfff8fGxgYvLy+++OIL9W43Uv5QiLe9eU9Si4+Px9ramri4uGxnCWZHCIFr6dKEh4VRqnZvnL06vPKch2c3En50JaVcXLh754468Js0aRJzZs3kl9a2Osfs3Y9P5+MdMYwbPyHHEzzuPnpG9y+DAaha2or+Da1zcXeZihUrlu0suvwSGhpKRU9PupU3yjaIXnbhOX9cSeCXNvY6n5upUxlsKzfArlIDbDzqYGD2+mOdpHdBMnD0nz/fJSZA7X/+lKS88+uvv9KrVy/mzp37xsGvlHdkwPgOyYuAMTIyMnNT+KJlSE9+RpWPFqpnR+uSkZbChdWBGJhYkvj0NpGRkeq1wxITE/GoUI5iyihmNbDSaEEUQhB0MJ5HekW4cu16jpeMEELQYcoeHsckYWSgx+45LTExencm8+c0iB49IpBhrWsQc+kgMZcOk56YxcLAevpYuVfHrnIDbCs1wLJM1czhBNJ7Jpl3q4URMjuoZLAo5b02bdqwfft2Tp48yYcffljY1ZH+keMxjAAXL17Mr3pk6/r164VS7vvo+fPnABT7oA1pCTE8PJt9V/vDM+tJS4zF6YPMpv5nz56pj5mZmfH9gkWceJDM3/dTNM77+34KJx4k8/3CRblaX0yhUKgX8U5NV3IuNCrH574NgoKCKOZcjAVnErSGPQghWHg2AWdnZybNmIVz455UHL6UOj9ewWvqDlw7f451eR8ULwaEygzib5zk7oavOTetDX8P9uTStx/zYN8Kkh7fLdibk/KRCWDxjr1ksCi9vrVr16p/HqkolUrmzJnD9u3bqV27tgwW3zK5aqrw8fFhwYIFfPzxx/lVHy2///47gwYNyvHWTFL2VGNC9AyNM3d0ObORouUb6Zz4khT7kIdn/8S5ekf0DTLXnXx5KYi2bdvi26IFi47up0YxY0wMFCSnCxadS6Klry9+fn65rqO3hwNbjmWuz3Xi6hNqeTrm+hqFRRVEt2/fnr/vG1O35L8/VFVB9ObNmkG0Qk8fK3cvrNy9cG0/kvSk58RePUrMpYNEXzxIUkSoOm9GYjyRp3cQeXoHACYOLthWaoBd5QbYeNbF0Dz3XfiSJEkFbfLkyfTt25d69erh4uJCQkICf//9N3fv3sXFxYWVK1cWdhWll+SqS1pPTw+FQkGzZs348ccfcXV1zbeKRUREEBgYyKZNmwDIyJAzSfNqDGO58hWIxYHSjYdxYXUgZnYlKd9mklaX8vVtM0iKvs8HHy3gdvD32PKUG9evaU1eeXns3rILz1l7I5XLV66+1j7P8YmptBy3E6UAVycLfp/w+stDFAYhBK1atuT80f0MrGLKkgtJ6j+r1Wmc672kkyPvE3PpENGXDhJz6RDpz2N0Z1ToYeVW7Z/JMw2wcvNCz+DN9pmVJEnKDzt37uTnn39Wr2xhYGCgnu386aefYmdnV9hVlF6Sq4Bxzpw5TJw4EaVSiaGhIf3792fcuHFZ7kX5OqKiovj6669ZtGgRiYmJKBQKvvjiizzbM/hdlhcBI8B3333HqFGjqdp7Kc8f3+DGjlmUaxWEXZl/F2mNvn2cGztmU671eCwc3Dm/sj/z581j+PDhOq+pGrs3o54Vkw7H52qiiy795x3i0p3MwGjT9OY42pq+9rUKQ2hoKJ4eHhjqCRLTlJgZ6pEuFFy5eu21gmgVoczg2d2LxFw6RMzFA8TdOIXISNOZV9/EAhvPOurxj6ZOZeSaj5IkSdJryfWkl8OHD9OvXz9CQ0NRKBTo6+vTtm1b+vTpQ7NmzTA2znoCRVYyMjI4ePAgK1asYN26daSkpCCEoFSpUvz8889vtADp+ySvAsbY2FhKliqFUZHyuPuO48aOmSRG31NPgFFNdDGzK0W5VkGE7pxFatQN7oWHY2Njo/OaiYmJuJcpzePHT3BycuTmrdtvtFfyzzuusXRn5tjVoO5VaVvb5bWvVVjq1avH30ePUa71eG5sn0ndOrU5dOhQnpaRnpxA3LVjmS2QFw+Q+OBGlnmNi5TArlKDzBbIivUwtMh+BwxJkiRJUnmtWdIpKSnMnj2b+fPnEx8fr261MDU1pX79+tSsWZNq1arh6upK8eLFsbCwwMTEhJSUFBITE3n48CFhYWGEhIRw8uRJDhw4oB6jKITAxMSEoUOHMmXKlCw3J/8vyquAMSIigg0bNjDi00+xcCxHkQpNuXPgB5yrd6Sk90fcO/4bD8/+SemGg3l6ZQ8Jj6/z/YIFr9z0/dtvv2XMqJF8PW8+n3766WvXD+DSnWj6zzsMQKOqzszs924Nfg4NDcXTsyIOVdurn+mTkM1cuXw5X7cDTImOUHddx1w6SFp8FpOGFAosS1dRj3+0KlsDPYO3a3/0iIiI11qEvbCWVZIkSXqfvdGyOjExMSxcuJCff/6Z8PDwzAu+RpeXqgr29vb06dOHTz/9NE+7ud8XeRUwTp06lWnTpmmlK/T01a1hunYfedWC2GfPnqV69eqcOXNGvVfo68pQCloG7eRZYhqWpobsmOWLgX6uJvUXqBeDGyEEw4YN5/zlUCp1X6Butb30xzCqVSzL999/p/5/kp/BjVAqeR5+WT15Ju7GSURais68esZm2HjUxq5yQ2wr1cfMuWyhd19n9Tl9lcJYuF2SJOl9lyfrMAohOHjwIFu3biU4OJjLly+Tnp6zNcXc3d1p2LAhfn5+tGjRAiOjt6uV422SVwHj+fPnuXz5MpDZlXz48GF2//UXT548BQSgwNDMDvtydSlewg3f+F/x+OQbKlaqRNWqVbO8bl4GjAATl51i37mHAPw0qh6VS7+9g6B1BTdZjQt9UUEGNxkpicRdP5HZAnnxIAn3rmaZ19jOGdtK9bGt3BDbinUxsipSIHV8UVYtjFevXiUgIIBVq1bp3JtctjBKkiTlvTxZAVihUNCwYUMaNmwIQHJyMlevXiUsLIyIiAieP39OSkoKhoaGmJmZ4eDgQKlSpfDw8MhyTJyUfzZt2pRly41CTx+hzKBM46HYulQD4PuNO3nWsydTpkzJNmDMa94eDuqA8cTVJ291wDhw4EDatm1LUlISnTp1IdXUGdvSNTXy2Jb2xtalOkbJD9mwYR2mpqYFGtjoG5th90Ej7D5oBEBKzGNiLh8i5uJBoi8dJC3uqTpvSvRDHh36g0eH/gDAwvUDbCvVx65yQ6zLfYheNou955VXBX4eHh558ouJJEmS9Gr5smWEiYkJ1apVo1q1avlxeekNqYKbl73YcvPcqBTLD0UD0K5pK/o0HYBn064FWk/VAt6QGTB+0qpCgZafG6rgZtKkSURGRVLZf7JWl65CocCl3idc/GM4u3fvfqNZ5HnB2NYRp7pdcKrbBSEECfeu/tt9fe04yrR/t6p7fjeE53dDuLdtIXpGpthU8MlsfaxUH/MSFQq0+/rQoUMYKDL/lAGjJElSwZB7jEk6VXExxURfSXKGHuGWNdCLOVXgdXCwNaVMMUtuRzzjSlgMcQmpWJu/vUMWQkNDmTPnK5yqddC5EDqAiU0xnKq2Z86cr+jVq1e+ToDJDYVCgUUpTyxKeVKy1WAyUpOJu3Eyc+vCiwd5HnZJnVeZmkR0yH6iQ/YDYGTjqG59tK1UHyProvlWz8TERL6aPQulgK9mz2LAgAFvNBtfkiRJyhkZMP4HLVmyJNvJBAEBAQBUbDYEy/LNSVWY8EfwNYpFLynQyQQRERG42gluR4BSwNpdJ6le+tXBQWGMYRNC0G/AYPTNbHH26pRtXufqnYm5eYjAYcPYmctFvAuKvpEJdpXqY1epPvhPIjXuKTGXDxN98QAxlw6RGvNInTc19jGPj6zj8ZF1AJiXqojdP+MfrcvXRN8o79bQnDVrFpGRkcxsaMOkw5HMnj270FtqJUmS/gvyZNKLVDDyclmdnCxXcutxEvN2RAJQWtzhmwndsg3E8nrSy9SpU/l22WY82k0F4MmVvdwOXvjK8wpqIkmGUnD5bgyHL0awbd8Jdi3oR6navXH26vDKcx+e3Uj40ZVcuXJF58SNt5kQgsQH14n+Z/Hw2GvHUKYk6cyrZ2iCdXlvdQukeUkPFHqvN9s9qx2FLl2+8ta01EqSJL2vZMD4DsmrgDGnhBB0GLmSxxk2AKwZ60Opklnv65zXAWNERARh9x4wdvVD0jIENmb6fNG1GNeuXSu0WbLJqRmcuv6UwxcjOHLpMTHPMpepUW2l+OIC6FlRLYxuUaQUI6csIKBFJVydLLPM/7ZTpqUQd/MUMRcPEX3pAM/vXoQsvlYMrYqo1360rVQfY1unHJXx4naLv7SyUe9Z3ndnLNVq5367RUmSJCl3ZJe0lCWFQkF9x1jWPbQBYHPwRYb1dsx2uZMX/3xZbgM5VX6v08c4cfUJsYkZ2DqXxeOfwKCgZsnGPk/h70uPOXQxgpPXnpKcqr1GpUIBRco1JHTvtzw8u4GS3h9leb2HZ9aTlhhLqbrT2X76CdtPB+NVtggd6rjSoEoxDA3e3vUmddEzNMbWsy62nnUp0208qc+iiL18mOiLmQuIp0Q9UOdNi4/kydENPDm6AQDzEhWw/Wf3GZsKPugb6x5ysGXLFnbt3s2M+taYGGS+/yYGCoZWNWXSrl1s3bpV50QuSZIkKW/IgFHKVtPKtqx/oEQo9NhzOZ6hSpHjMZAve92uYu8KDpy4+gTInC39OOQQCj39fJ0le/9pAocvRnDo4iNCbkWh1NFgZmyoj7dHUepXLoaVeEr4bS/WmfmxddtGipZvpHPiS1LsQyLO/UnlOu0wt3Ei45/rnr0ZydmbkdhaGNHGpxTt6rhSvIh5vtxbfjOytMfBpz0OPu0zu68jQtWTZ2KvHiUjOUGdN+H+NRLuX+P+riUoDIywLldT3QJp4VIJhZ4eiYmJDB82FJ8SptQpodlyW6eEMd7FTRgWOISmTZvKCTCSJEn5RHZJv0MKuksaIO7maYZ/s5sbhpUAWBBYm+JW6TpbGHfs2MGkSZOYMWMGrVq10jr+ul3FdyLi+Whm5oxcrzKWbJgTwOMnj3B0cOL27dA8CRKUSsHV8FgOX4zg8MVH3I54pjOfrYURdSo5Uf+DYnxYvigmRvrASwt3K/SwLvEBFdpO0egmFUJwbcs04u6HgFBiYGJJj+GzSLIoT/iTBK2yvD0c6FDHlTqVHN/qXW5yQ5meSnzoGXX39bPbF0AodeY1tLTDtmJ9/nfyMYtWb+GX1rYUt9T+HffBs3T6bo9h3PgJcgKMJElSPpEB4zukMALG9OQEFg/pxu/m/QHw/bAEU3pV15n3t99+U48t7NGjR57VQQhBhyl7eByTxMNTq7l/+k/KthrHzR2zmTB+3GsHCalpGZy5Ecmhi484cjGCyHjd2+aVcjCnXuVi1PvAiUqudujraY+Ve7Gb/sCBA4wePTrLnV7mzZtHgwYNgMwg2snJiXOhUfx55C4HLjwkPUPzv2QRaxPa1XahbS0XHGzzbsbx2yDteQwxV45kLh5+8QApkfc1jj94lk7fbVH4e5rzcZWs95WXE2AkSZL+z959xzdV/X8cf92kew9WgUJZZW8Q2SDKUmQqiiguvqICKk5QWfpTcSvDiQLuyVCWiMgesgUZBTooUKB7JmmT+/sj7aWhaZtCuj/Px6OP3iTn3ntacuk7555RuiQwViLlERgBtk3rxcvGxzDovHF31bH6/wbj7elaoFxpBUaA1789yI9rd3Ho2ynU7TyK0G7jOLvrGy4fXsXRo0ccDgmpmSZ2HL3IlsNx7D52kUyj/f6IrcMC6dM2hN5t65R4QIqqqgwZOpStOw/Q+q4PtbWkj34/hT49OrNm9epCB2gkphr4fVcMK7ZHcyEx0+Y1nQI929RhZM8wbmhZy25wrcxUVSXrYqS28kzS0W08t/Ys0Sk5fHlbDa3voj2GHJUH1iTToUd/1qxdKwNghBDCyaQPoyhWQMPmdDjyD7s8+mHMtrDxwHlu79GwTOtwQ4uavDnjM1y9r8xzmDef4ZSpU4sMYRcSM9l62Nof8eCpBMx2OiS6uejo2sLaH7Fnm9oE+3lcc10VRWHB/Pm0atVaGwBzft/P5GSlsGD+/CLDTJCfB/cNDGf8zc3YffwSK7ZFse1IHBbVOhfl1n/j2PpvHCFBXgzv2ZBhNzYg6DrqWpEoioJXncZ41WlMvVse4Oi/h9m9uD2PdPQpMiyCdQDM7U3c+HT9eta++hAdevbHt1E7vENbonOpuJO9CyFEZSGBURTLp0FrOu3/gV0e/QBYvTumzAPjpVM7SY7eT/jQ6dqUNXpXd+r3fIB1a96wGSWrqionY1PYcjiOrf9eIOJcqt1j+nm5Wvsjtq3DDS1r4eXuvMuhadOmPP/8c7z+xjx86jQn7uAKZkx/gSZNmji0v06n0L1Vbbq3qs2lpCx+2xnNyp3RXE62Ltd3ITGTj387xmerj9O3fQgje4bRObxGlWpZa9WmLYMHDWLljk2MCPcqtoVxZUQm3eq64Xl8NSdPrAFAcXHDO7QFvmHt8W3cHt+wdniHtpAQKYQQJSS3pCuR8rolHb9vPf++N4EP/GZyUV8PgB9eHkCDWrZ9ykrrlnRmZibNW7QkXVeT5re9VGAgycnVr+KVc5lvV21mT0Qq247EcTHJ/kTS9Wp4Wfsjtq1Du8ZBpTqYJK/esbGxhIaGcvzYf9c1QCfHbGHH0Yss3xbF7uOXCkx12KCWNyN6hjG0W4MKvYRiSVw9WXdhvjiUzg/HMvnitmDq+eiLPKYWIht1wLdROwmRQgjhAIebVFJTra00Hh4euLk59z/WlStXsnLlShRFYfHixU49trh+Pg1boQCdjDtZ6zUGgDW7Y5g0rFWZnP/111/nwoULtL1reoEWNEVRaNjrYQ59O4Vxjzxvd/7Dlg0C6NOuDr3bhtA4xLfMWuG8vLxYtHABU594ig8/eO+6R3O76HX0aRdCn3YhnIvPYOWOaH7fFaNNHh5zKYMPlx/l49+OcVPHuozoFUa7RkGVutWxadOmPPf888x7/TUGNfawO0o6NjWH749l8cKMlxg7/TnSo4+QFnWYtDOHSI86TOaFUzYTias5JtIjD5MeeZi8sf6Kixs+oS3xadQe30btrbez6zeXECmEELkcbmHU6XQoisKsWbOYOXNmkWUPHz7MwYMHAbjvvvuKPfacOXOYM2cOiqJgNhcchCCsyquFUVVVtj/SgqQslTcC5mFBR80AD5bPGWgz8KI0WhhPnTpFq1atqdVhRJGTYZ/d9Q3nD6yg/d0f4hNcl87hNenTrg692tShVkDVGlmcX3aOhc2HL7BiWxT7IuILvN44xJeRvcIY3DUUHzsDlSqDzMxMWrYIJ8SSwOt9/Qq0ME/fnEqcrgb/HT9hN5TnZKWTHv0vaZGHc78OkRV3utDVaPIoLm74NGiFb6N2+OTe0vau1xydS+X8PQohxPUolT6My5cvZ86cOeh0OocCo6jYFEXBu0FLco7vItx0hONu7bicbGDvict0a1mr1M6rqiqTp0yxGehSmLqdx5BwcjMup39k7Sfr8PGqHi1Dri46bu5Uj5s71SMqLo2VO6JZvTuGtMxsAM5cSOOdn/5l4cr/GNi5PiN7hdGiQUD5VrqEvLy8+HD+QkaMGMH2WHd6hV4Z5LM91sjucwZWrlxYaAuui6cPAS26E9Ciu/acbYg8RFrk4QIhUs0xkXbmIGlnDmrPKa7u+IS2zG2FbI9Po3YSIoUQ1UKpDnqR7pFVh0+D1qQc30Vn0w6Ou7UDYPWumFINjMePH2f9unU06DGhyLWZwToAplabwezdsYyz0aftrjFd1YXV8eWJUW145LaWbDp4nuXbovg3MhGwroG9amc0q3ZG07JBACN6hnFL53p4OnGgT2m6/fbbGTxoEAt3bKJLiLu2lvTCA1kMGTyYYcOGleh4dkNkZtqVEJl7Szsr7rTNfmq20X6IbNAK37B2uQNr2uNVL1xCpBCiSqkcfy1EufNp0BqAFtmH8XW1kJatY/PhC6RlZuPrVTp/GFu0aMGgwYPZunMdtdsOLTI0mrONxB9dz+AhQ2jRokWp1Key8HDTM+SGUIbcEMqpcyks3x7Fun9iyTTkAHAsJpljMQf5cPkRBncNZUSvMJrWLbsuDtdCURTmL1hA61at+PZoBg+29+HboxkkGVXmL1jglH6aLl6+BLTsQUDLHtpzV0LkIe2Wtt0QefoAaacPwMbc+uaFyNz+kBIihRCVnQRG4RDvBtYBLi6Y6eZ3jj8TQjHlWNiwP5ZRvRqVyjntzWdYGOs8h8nFznNY3TSt58+zd7bn8eGt2bA3luXbozhxNgWADEMOv2yN5JetkbRrHMTIXmH071AXd9eiRxmXl/wDYFrXcM0d6PKiw1MVXQv7ITKVtKh/SY/K3yfyjM1+NiEyl87VA+/cPpF5t7S96oWj08t/w0KIik/+pxIO8a7fHBQdqBYaJ24CrH1Tf/rrOGFeSQBERkZq3/fv31/gGNeylnT++QxrNu+PR0DB/bOSz5d4nsPqxsvdheE9wxjeM4xjMUks3xbFhn3nMJisg8wOn0nk8JlE3vv5X27t1oARvcIKTJtUEUyfPp3Fn33KjL8vUadObV544YUyr4OLlx+BrXoS2Kqn9lxeiEyLPER67i3tq0OkJdtA2un9pJ2+cm3oXD3wadgan9zpfXwbd8CrbjMJkUKICqdURkmXdNSzjJJ2THmNks6z57neZJ6PYMmRLPa3mIN3TWvL4sFvJmNIii1mb5g1axazZ88u8Xnz5jPM0Nck/Fb78zD6WOKve57D6iY9K5t1/5xl+bYozlxIK/B65/AajOwVRp+2Ibi6lN58lSX1/vvv8+y0p3jr3fd48skny7s6hbKGSGsrZHpeS+TFyGL307l5arezfXJbIyVECiHKm/wPJBzm06A1mecjGNbEjea9G7DquPX5Z19fyoiuARw7dkybVsfeoJOSti7m8fLyYsH8DxkxYgRJkXsIatxNey0pcjdJUftYsnKlhMUS8vF0ZUyfxozu3YjDkYms2BbFXwfOY8qxALDvZDz7TsYT5OvObTc2YHiPhtSt4V3OtYY+ffqQo1q/V2TWlsheBLbqpT2XnZFi7RN55hBpUdYgeXWItJiySD21j9RT+7TndG6e+DRsbW2FzA2SEiKFEGVJ/rcRDvNu0Bp2rSDYU8+o5hZWn3TBbFE5EGNi5sMdtHItW7akU6dOTj337bffbh0As/0L/EM7oHd1x5xtJHb7FwweMqTEo2TFFYqi0L5xMO0bB/PEqDas2X2WFdujOHs5A4DENCPLNkTw1Z8R3NiyFiN7hdG9Ve1SXSWnqnL19rcfIqPyBtZYB9cYLkXZ7GcxZZEasZfUiL3ac9YQ2UZbrca3sbUlUtFVzD6oQojKrcSBMTY2lj179hRbJs8///xT7PQ6+cuLisun4ZWVXVwuHaVnm8FsORxHfKqRPccv41HEvtfL3gAY60CXFBno4kQBPu6MG9CUu/o3YV9EPCu2R7H50AXMFhVVhZ3/XWLnf5eoFeDB7T3CGNa9QalNjH7hwgUuXLhQ4Pljx47ZfL/atfSVLU+u3v4Etu5FYOv8ITKZ9Mh/SYs6pA2sMVyKttnPGiL/ITXiH+05nbsnPg3aXBmdndsSKSFSCHG9StyHsbSoqip9GItR3n0YjUlx7JzSAYDANn1JvfV9nvvU+uGhf4cQBoSlcfPNN/Pnn39y0003lcr75eWXX+a11+fRbOgLRKx5gxdnvMDcuXOdfh5xRUKqgd92xrByRxRxibZrdOt1Cj3b1GZkr0bc0LwmOp3z/s1nz57NnDlzSrzftfaVrehsQmTuLe2rQ6Q9OndPfBq2vTJPZKN2eIU0lRAphCiREgfG0pyMWwJj0co7MKqqyo7HWpOdloirXw26zT/MkGd/JWLvOi4dWUdW0jmtbNNm4Ux+/DEmTJhAQECA0+qQmZlJ48ZNuXgpjtq163Dm9Cnpu1hGzBaV3ccusWJ7FNuPxGG56r+CejW8GN4jjFtvbECQb9ETrTuisBbG4lS2FsbrkZ2eZJ3iJzJfS+TlmGL307l74duwbe6gmnYSIoUQxXI4MPbr169Mbvtt2rSp1M9RWZV3YAQ4+PodJB/dCkD6yA8Yc+9DmIwGgpp0J6hJd1zcfcgxppN0eieJp3fi5e3Fzz/9xKBBg5xWh/fff59pTz/Du++8XaFHyVZlF5OyWLUjmlU7oohPNdq85qJX6N++LiN6hdGxabB0FyhjeSEy7cwh0nNvaZc8ROa1RDYp1xBZ2IeGLVu28O7bbzLtmefsDn6qTh8ahCgrDgdGUf4qQmA89c0sYtd+wp7zRmZsScM/tCNh/R/HzTuwQFlTRhJRfy8k5exBVv/+u9NC4/79++ncuTP79u1z+uAaUTI5ZgvbjsSxYlsUu49fLvB6w9o+jOgZxpAbQvH3rh7re1dE2WmJufNEHs4NkYcwXD5b7H46d6/ckdnt8MkbWFOnCYqubAY8FdYtQa/kLvutUKClG6putwQhypMExkqkIgTGuK0/snf+ZO5ckYhnvQ40GzqjyBYI1WImYu3rmOJPcDYmpkS3p4sa9FDc9D3SulD2Yi9nsGpHFL/viiEp3WTzmpurjps71mNkrzBahwVeV6vjb7/9xtQnnuLDD96T0fHX4UqItAbI9KjDDoVIvYe3tU9kbiukT6N2pRYi7f0fsGjRIpYu+YJXe/vz0tYU7n/gIR599FGbMvJ/gBDOJ4GxEqkIgTE9+igvjO7Oov0ZdLx/sd2WxauZMhI5uGwi7737LlOnTnX4XDLooXIyZZvZfPgCy7dFceBUQoHXm9XzY0SvMAZ1qY+3R8nWVs6bxD02Npb69etz4vgx6cPqRKa0hNwpfg5rQdIYX/wsFnoPH3zC2uAb1t46sCasHZ51Gjs9RJ46dYrWrVoxtrkbD7b34YtD6fx40sSRo//RtGlTp55LCGFLAmMlUhECoznbSMMafhhqdaXZ4Gcd3i9i/VsEcpmTJ4473Lokgx4qv6i4NJZvj2Lt7rOkZWXbvObppmdg1/qM7BlG89CAAvsW1rr05ZJl2ij5Bx+YIK1LpUwLkbkjs0sWItvarJ3tWbvRNYdIVVUZOmQIB3ds4suhAXi4KBhyVB5Ym0zHHjexes0a6S8rRCkq88CYnp6OwWCgRo0aZXnaKqEiBMb4+Hhq1qxJs8HPEty0Z/E75EqI2EbE+reJj48nODi4FGsoKiKDKYeNB86zYlsUR6KSCrzeqmEAI3uFcXOneni4WaeHtd/CrFCv6x2EdhvH2V3fcG7vz4Dtf2HSwlz6TGkJucsd5muJTDhX7H56T1/rZOON21tbIxu1czhErly5khEjRvBKH396hV6Z9XXbWQMvb0lh5cqV3H777df1cwkhCleiwJiamqptlySwZGdn8+677/Lpp58SFRUFgJubGzfffDPTpk2jf//+jte4Giv9wJgFFD2tUVRUNI0ataHl8Dn4h7Z3+MjJMQc5vmo2kZFHCAtreH3VFJVaRGwaK7afY90/cWQabd9vPp4uDLmhDiN61sOTdC5ciAOsrUtTpjzLwaORtLl7vrbSz5Hvp9CxdWM+/PBNrXUpJKQOISF1yvznqu5MqQmkRR4hPeooaZFHSIv8F2NC8XcI9J4++Ia1xqdRG3wbtcW3URs8azWwCZGZmZm0bNGRumoir/XxK7Ce/PTNqVzQBXHs+AHpoiCcQA+UzoIElZnDgfHrr79mwoQJANx0001s2LDBoRNcvHiRoUOHcvDgwQJzOCqKgqIozJo1i5dffrmEVa9+SjcwZgHbAVORpeLjU6hZc9x1tDB+R3Bw+bSOioolw6CyYZ/Kr9vMRNi5w9mhicKIXjr6t1dYu2YXI0a8SvjQ6TZriSee2cXJNW+wcuXL3H77jWVYe+EIU2oqaZHRpEdFkXYmirSoaIwJicXup/f0xLdRQ3zDwvBp1JD3ftzPu/NX8+WtQdTzLbhA2bm0HB5YncgLM8Yyd+69pfGjiGrFDeiJhEZbDgfG8ePH8+2336IoCn///Te9e/cudp/U1FR69erFkSNHiq6EovDVV18xbtw4x2pdTZVuYEwHtmD9ZFX4ipGqqtKk0T2kuja7hj6M0Zw88aX0MxI2VFXlv2gLy7dn8+e+HIy2XR3xdTfyz9IpKD6hhN/6UoHWpZOrX8HbfI4Txxfj5VWaC1QKZzClpJAWFUlaZCTpkVGkRZ7BmFh4iDyXlsMDvydwVytvHmzvU2g56wAYI0eOLqZp03qlUXVRyV24kMCFC8V9YMkBLEAnwNpaLf2irRwOjO3bt+fff/+lbt26Dq/9fN999/H1119rK8TceeedvPTSS4SHhxMXF8fnn3/O66+/jtlspm7dupw+fRp39+tfIaKqKpvA6A4UPXL1nXlf8+z0xdcwSvoxpk4d45TaiqopNdPCuj0mVmw3EhlnAeDsrm84v3857cfNxyOg4H/ahuQL/Pv9FGZMH8fcuQ+VdZWFE1hD5BnSzpwmLeoM6ZGRGBMTrLeb/04mOiWHL2+rgYdL4R82DTkqD6xOoFlYLZbMGol7QCBu/v65XwG4+gfg4iEfKKqz2bO/ZM6cJSXeT/pFWzkcGGvWrEliYiK33347y5cvL7b85s2b6d+/v9YaMHnyZD744IMC5d59912eeeYZFEXh+++/54477ijhj1B9VJTAmJycRt3aw/EIaU/4rS86OA/jMc7G/EBAgK9Tay2qJlVVOXQ6h8W/RrFw+iTqdh5FaLfC70Cc3fUNlw6tYOuuL+naob5T17QW5cOUksy+jTvpMfoNHunow12tvIvd57ujGXx6MJ0ltwXT0L/gnRKduztufv64BQTg5uePa26YtH75a98lXFZN1hbGglN9HTsWzfjxr/L11y/RsmU9rF2zpIXxaoXfe7xKeno6AGFhYQ6Vf/bZK7crO3XqxLvvvmu33BNPPMEbb7xBQkICq1evlsBYCQQE+PLO+A5M/nI/J1f/H41umoybd1CBcqaMRCI3LSI19gBrVs+TsCgcpigK7Zu4ELHpMzz9gqjbaXSR5et2HsPlE38zeNS7tB7+MnWC9NQJ1FEnyPpVO/92gA43VwmUFZ2bfwA3jhzM4EEbWbnjICPCvYptYVwZkUm3um408LP/IdZiNGK4fAnD5UvFnl/n7n4lSOaGTFe/qwOm9bFewmWlEBISTEhI4bN0tGzZkE6dGgFGoANQeBeI6sjhwGg2W0cz+vgU/wv84Ycf2Lt3r/Z4wYIF6PX2L2C9Xk/fvn355ZdfOHz4sKPVEeVs4C2deD3yNLO3HeLg0okENrmRoMbd0bv7YDamk3B6J0lnduHq5s6a1fMYOLBreVdZVDLHj0ezft1uGvSYgN616K4qeld36rQdQsyOZaTHx3LOEsq5eIvdsooCwb6KFiBtA6WekEAd3p4SKCsCRVGYv+BJWre6j2+PZhTZh/HboxkkZ+v45JtXqB/ghiklJfcrmeyUZEypVx7n5DaAFMViNGK4dBHDpYvFlr0SLgOuug3uj5tf7nO5rZoSLkVl5XBg9PPzIykpicQiOicDWCwW7V6/oigMGzaMbt26FblPo0aNAIiJiXG0OqKc+TQI44a67vw4wpW9/q34ZvMZItZv1173DqpHg54PUKtlf1p0kKZ8UXItWjRk0OBubN25ltpthxYZGs3ZRi4dWUuj1l1o07ohF5NV0rPs97ZRVYhPVYlPNXMkyv40Ur6ehQTKQB0hQToCfRUZvFVGmjatz3PP38O8179iUGMPu6OkY1Nz+P5YJi/MuJf2/YofLW/JySE7NRVTSnLuV4r2PTv/49SUMgiXebfBr2q9lHApKhiHA2OjRo1ISkoiOjq6yHLLli3jxIkTgDUwvvLKK8UeO2+gS1pamqPVEeXMp4F1LkUfNx13tA1g1qdfsWnTAQYMeIqNG98jNqclH/1mAOCrDQZevKf4/kdC5KcoCgvmT6VVq/s5v/+XIvswnt/3MxZDMhtWfkCTJv4ApGepxCWauZBo4WKShbjE3K/c7YTUwrtvp2WppJ0zE3HOfqB0c0W75Z0/TNYJsgbKmgE6XPQSKJ1l+vR7WLZ0LfP3pfF634LzMC7Yn0HdujV44YV7HDqezsUF96Ag3IMKdqW5miUnxxokU1MwJSdjSs0NlMnWQJmthc1kcjIyij9eCcKl3sPjym3wgHytlXmtl/kCpl4GjF6zLVsO4aJYv1tvSQt7HA6MXbp0Yd++fWzdupWMjAy8vQsGgLS0NF588UXA+p/9uHHjaNu2bbHHjo+PByj0trWoeDxD6qK4uqJmZ5MeE42iKAQEWG8XBQT40K2lB1/9aSQ9S2XdPyYeHupJ7UDnrisrqr6mTevz/PN38/ob31KzeX+7o6Szks8Td3A5M6aPo0mTK9Op+HgqNK3nQmEzrBizVS4lXQmQVwfKi0kWzPbvamPKhphLFmIu2S+gU6BmgEKdQD2184XJvEBZO1CHp7sESkd5eXnw4fwnGTHiRbbHutus9LI91sjucwZWrpxZKtMq6Vxc8AgOxsOBFarywqX1NniKNVwm5wbM3MCZnZricLg0GwyYDYaShcuAvBbKANvBPQEBWuCUcHlFZqaBuXO+xKzomTvnS/73v8F4ecm1aY/DgXHUqFF88sknpKen8+qrr/L6668XKDNx4kRt7VcPDw9ee+01h4598uRJAGrXru1odUQ50+n1eNerT3pUJFkX4zAbDDave3sqjOnjzpL1BnLM8O1fBp4aLSswiJKbPv0elixdT/S2zwi/9eUCrUsx2z4vUetSHndXhdBaekJr2f+garaoJKSotoEyyWwTLrMKmefeosLFJJWLSTlwxn6ZAB+FOoG2A3LyAmWdIB1+XnLbO7/bb+/J4EFdWbjjIF1C3LW1pBceyGTI4BsYNqxHeVexZOEyO9umX2X+lsq8/pd5rZo5mc4Ol55X3QbP/Z43uCdf38uqHi7nzl1KckoWKirJKVm88srXvP66TP5uj8OBccCAAbRs2ZLjx4/z5ptvYrFYmDJlCrVr1+bYsWPMnDmT3377DbC2Lj7//PPUr1+/2ONmZ2eza9cuFEWhadOm1/6TiDLn06Ah6VGRoKpkxJ4t8Pqdfd357i8DxmxYtcPI/QM9CPSVVkbhmPxTYDz15BiefnohSZF7bFZ6SYrcTVLUfl5+93GOH7f2gS5uJKSj9DqFWoEKtQJ1tGtc8HVVVUnNVAu0TOZ/nJxe+G3v5HSV5HQzx8/av+3t6UaB1sk6QXprqAzUEeyvoK9G0wflHwAzb2cKx5NUWgQqJBlV5i94stKFa52rKx7BNfAIrlFsWS1c2rkNbtv/MsXBcJlFliGLrItxxZbNC5dXboMXnIooL3jq3dwc+tkrilOnYnnrre9A0dH81hc5ufo13nrzBx56aAASRwpyODDqdDrmz5/PoEGDsFgsvP3227z99tt2y3bv3l27NV2ctWvXkpWVhaIodOjQwdHqiArAp0GYtp0eEw0BDWxeD/TVMbyHOz9uNmIwwY+bjTxymyy1JBzzySerrppkVyFy8yf4h3bQ1pKO3PwpoDBt2kKt1KxZ9zN79gOlXj9FUfD3VvD31tE81H4Zg0m1HyZzWysvJ6tYCsmUWSaIirMQFWf/trdeB7UCbFsn8w/MqRWow72STx9kb968u8fdwrJlf6CicjFdYcKEQaSkZLB//0mtjLM+NFQUJQmXZpOpwIAerf9l3mjx3OBpzsws/nglDZcFboPbBsyKEi5VVeXBB97AokK9LqMJbNiZup1GcX7fzzz04Pv8vXkslewzSKlzODCCdQ3pzz77jEmTJmEy2b8X06VLF1auXOlwf8SFC6/8R9+nT5+SVEeUM+/cgS8A6TFRBQIjwN03efDLViNmC/yyxcj4AR4yZYlwyCOP3M7tt19Zr/zs2UuMGTNLGwBzft/PqKY0Vqx4ldDQWlq5ihQUPNwUwuroCatj///DHLPK5RR7YfLKd1O23V0xW+BCooULiYV0tASCrpo+qM5VA3R8vSp2i3/BDw1Wik6vtQgtWbKWJUvW2rxeVh8aKiK9mxv6GjXwqHFt4dL29viV0eIOh8u4LLLiLhRfT09PO7fBbfta5s19WRrhcuXKbWzddgQPnyvzvNbtPIaE43+xZet/rFq1muHD73L6eSszh1d6yW///v28+uqrrF27FqPRCFgn9J44cSLTpk1zeHm/X3/9lTFjrEvFBQUFERsbi4dMI1CoirLSS57sjHS2P/IgAH7hzeG2e+nceSL79n1Gp07hWrlXv8lg9S7rB4zHh3sy/mb5NxbX5uWXF/P6G9/SdMh0Tq19vcovB6iqKknpaqFhMi7RQlpmif8L13h7oN3mtrn1nbsd5KuU66o5V7cw5n1oqN3RuvLP2V3fcPHQCn7+aXaBDw0V6YNDVWANlyn5RohfHTCv3CY3Z2U59dxauCwwBVG+wT3+/g6Hy8xMAw0b3kF8fCrhQ6fbdHNJPLOLk2veoEaNIKKjz+LlJX3v85SohTFPp06d+PXXXwG4fPky7u7u1xRgOnTowIEDBwDw9/eXsFjJuHr74B4cjDEhgYyYGLws9ls67r3ZgzW7TagqfPeXgTv6ulf6W2WifOQNgDnx+/8RGlqrxANdKhtFUQjyVQjy1dGqof0yGVn5B+aYCwTKhFSVwpoFMgxw+ryZ0+cLmT7IBWoFXt2P8srjWgE6XItYfcWZVFVl3rzvcPUKtGkRSoz4mzff/J4PP5xS6foxVibWlsuaeNSoWWxZLVxqI8STbftfJudNpO5YuDRnZZGV5WDLpZdXvtvgV09BZP0+94NVJCSkE9igI4GNbrDZP7BRNwIbdCTh7CFeeeUVuwN8q6tramEU5aOitDDm/9SfueIrcs5Y592M7TWWex/9MHc9Ttu/bp9v8uNAlLXl+dk7vRjVu2qPvBOl57fftjP1iYV8+MHjDBvWs/gdqjlTtsqlZDsDc/JNH5RjPy8WS1Gghr+SL1DqC4RLr+uYPmj27C8L3JIurEUov+p8S7qyMZtM9m+D5xvIk7dtNlx/y+W5tBzuW5WAqtPTftwCu1N1GZIvcOjbyehQOX7ihAzIzSWBsRKpKIEx/3/iD7b35t421vkXn9qQyMFL9jtcedVsTLux1vXE6wbr+OFlP5nYWIgKwGJRSUgr5LZ3botlpqH44xTGz6uQfpS52wE+hU8flPfhNCvLyOjRszB5hhF+60sFplY6+fsruBmi+eWXOXh6usst6TKiqipmC+SYwWyGHIua+x3MZjX3u7Wvbl457bXi9slfzmI9RrbJjCnTgCnLiMlgxGQwkW3IxmTMJseYjcmUQ062mZxsM2YzmBU9ZvRY0GFBj1HVcepCPEdWv0XdzqOKXAzg7K5vOLfvZzq0b8/q1aupW7duGf5mKyYJjJVIRQmM+VsYs08eIev37wE44N2EaZ/u4JVXHmLo0ILLc322uQYHz1j/o599nxeDukoroxAVnaqqpGUVFiit20lp1/5nxMONAqvlXNnWU8NfYc7sL3j9jW9pe9f8QluE/v1+SoXq06qq1hHwOebcQGWxDT9m7XnbQGW3nJ3gVaCcveB21bbtPkWd68rzRYW6wia2r6hUVeXE76+QlRhLu3Hzi11u9ODXj5KdkcSECfexZMmSsqtoBXVNfRhF9Zb/03tmiA97cgOjn2odANWoUYjNoJc8E32zefxD67qsyzYYuKWzW7l2qBdCFE9RFPy8FPy8dIQXMrWuwaTaXX4x7/vl5MJXzTGYIPqiheiL9guYUi9w4JtvqdtplN2wCOAREEKdDiN5/Y3vqNu6PzVD6uYLRdYwVGQ4K6RFy36wunq/wgOZqFgMSbEkR++nQY8JRYZFAL2rOyHtbyNmxzKkXc3K4cC4ZcuW0qyHRqbWqVw8a9dB5+6O2WAgJc66wkBaWiaqqha4zdSxqQttGuk5EmnmzAUL249m07tt5ZroVQhRkIebQsPaehrWLnz6oPgU1e6gnLwvo53eLKqqcmbzZ7h5XZn6pDB1O4/h8om/mf78fJrf9rIMgLkGigIueuscny56Jfe7vceK9bseXHSK9Xu+ckXuk/dYr+Ciyz1GUeUKO1fu/iWpX1ycmduPhXP00G/Ubju02BbGuEO/06lTZxn4ksvhW9I6na7UL0BFUcjJySnVc1RmFeWWdH7JyWm8etcUftwZw9nUKx+pw5vW47HJo5gwYRABAb7a89uOmHj2E+tKBK3D9Hw2zVf+YxeimlNVleT0q5dhtHD0aBSLZz1Kgx4TqNtpZLHHOb//V2J2LKP9uPl4BhUym/p1uBJ2rg5KhYWkqx4XEpKKPkb+8JN7DEcDWbEhzvZxdbjjc+pULM1b3EdIp9HF9mGMO7CcEyeO06RJkzKsYcVV4lvS0jQr8qxfv4c7x8wkIzOLPqHuDGnsyacH0/lfBx8ikhN4ZtoCZr70OT/+PJdBg6xTF/Rs7UqTunpOnzdzNMrM/ogcOoc7HlCFEFWPoigE+ioE+upomW/+f3VUS2J3dmPrzrUOtQhdOrKOTjfewNwp4bi46Oy3VBUZ4gqWy9vW65APt1VA06b1efaZsbz51g/UbN7fbjeHrOTznN//K88/96yExXyuqYXRz8+PLl260LBhQ9LT0zEYDJhMJqeEybVr1xZfqJqqSC2M69fv4bZbn6dLiBvP3uBDkKeek4nZPLI2kU+GBBEe5Epilpm39qSz94KJ31fP00LjH3tNzFpqbWXs2tyFDyf7FnUqIUQ1dupULK1a3U+tDiOLbRG6fHgF//23lCZN6pVhDUVlk5lpoEHDu8jxbEiL22cVGHV/fNUcXA3niI6Kkom783G4hXHYsGGsXr0ai8VCamoqf/31Fw0aNOChhx7ikUceoWbN4ifzFFXD8ePRjB75Ei2DXZjQ2pP4LAvxWRZiUqzdCfK+A0xo7UmGycLokS+xd/9ntGjRkJs6uvLpah3n4i38cyKH/6JzaNVQxl8JIQpq2rQ+zz9/N6+/8W2RLUJxB5czY/o4CYuiWF5eHnz+2dOMHPkSSZF7bOb1TIrcTcrZg6xY8b2ExauUaFqdyMhI3n//fZYsWUJaWpqWyt3d3bnrrruYOnUqHTp0KK26VnsVpYVx8OBnWb9+T4nPMHjwDaxd+xYAK7Ybmfe9dW3Svu1ceWOiT4mPJ4So2grMw+jRkPCrBrRo8zAaY/jl59kyD6NwiKqq9O37BLv3x9J+/CL0ru7aVDrdu9Tj703bURS5+5XfNc3DmJaWxueff87ChQs5c+aM9UC5F3DPnj158sknGTFiBDpdxV7YvrKpCIFRVVWaNr6LIEMiEzs6HvI+O5BOokcQp858j6IomLJVRs9OIT7V+vb7doYfjULsj7AUQlRPstKLKE1XD4CxDnT5lRMnPqFJk7GANGTkd10Td6uqyooVK/jggw+0aXfygmP9+vWZPHkyDz/8MIGBgc6pbTVXEQJjfHwyNWsOZ1Yvf/o1dHzt703RBuZuSyE+fhXBwf4AfLvRwPwV1qWehtzgxsx7va+j/kKIqib/IgGqqjJlyoccPHqRNncv0FqEjnz3OB3bhNisJS0tjMJRL7zwCW++9QPht87g5OrXeP65O3j99XuBPkhgtOW0lV4OHTrEu+++yw8//IDJZLIeXFHw9PRk/PjxTJkyhdatWzvjVNVWRQiMUVEXaNToLt6+KYDOIY6v1LL3gpFn/0omMvJ7wsKsfZAyDCojZ6WQlqmi18FPM/0ICZZWRiGEfVcPgJGBLuJ6ZWYaqFf/DpKT0wgI8OVc7Ld4eSlIYCzIafeM27dvz9KlS4mJieHll1+mVq1aqKpKZmYmn332Ge3ateOWW27ht99+c9YpRTnw8fEEIM1Uss8ZeeV9fa90Ivb2ULizrzV0mi3wzUajk2ophKiK8gbAxB34laTofcQdXM7zz98tYVFcMy8vD2bNvA9F0TFr5n14eTl+56y6cXonw1q1ajFnzhxiYmJYvHgx7du3R1VVVFXlr7/+YsSIETRt2pT333+f1NRUZ59elLLgYH/Cm9ZjS2zJwt3Ws0bCm9YjKMi2ZfSOvu545i728tsuI4mplWxxUiFEmZo+/R5CQoI58fv/UbduDV544Z7yrpKo5Pr0aY9qMdOnT/vyrkqFVmqjUtzc3HjggQc4cOAAGzduZNiwYSiKgqqqREZG8vTTT1O/fn2mTJnCiRMnSqsawskUReGxyaPYGmMkMcuxxVITssxsPWvk8SmjCkx86++tY3hPayujKRu+/1taGYUQhfPy8mDRwicICwth4YKp0iIkRBlxWh9GR5w5c4b58+fz1VdfkZiYaK2AoqAoCgMHDmTq1KkMHjy4rKpT6VSEPoxgXQ6wYegdtApQebW3H/oilpMyW1Re3prK0WSF6LM/2SwTmOdSsoXRs1PIMYO3B6yYG4CPp6yoIIQQwnnyD6LK79ixaMaPf5Wvv36Jli3rASagE2DtQhUSEkJISMH5P6ubMg2MeUwmE19++SXPPvssGRkZ2goxiqJgNjvWalUdVZTACLYrvTxzgw/BngUHqyRkmXl7Txp7L2Szes2bDBzYtdDjvf5tBqt2WgdLTRrmwYSBntf4cwghhBAF2ZumyRGzZs1i9uzZTq9PZVPmgXH9+vV89NFHrF27lpwc64ogqqri5eXFvffey0cffVSW1alUKlJghCtrSWdmGugd6k7vUHd83RTSTCpbYgxsPWvE092FX1a+UWRYBDh7ycxdr6ZiUSHQR+HXOf54uEkroxBCCOcorIXRVg7SwmhfmQTG9PR0vvjiCxYuXMipU6cAtFbFBg0a8PjjjzNx4kQCAgJKuyqVWkULjGC9Pb1s2XoWzv+Vk6fOac838Hfh9qaeDG7mzYD5C/CoUfzSkS9/mc6f+7MBmDbGkzv6St8kIYQQZSkbMCLT6hRUqoHx5MmTLFiwgKVLl5Keng5cCYq9evXiiSeeYOTIkbIijIMqYmDMo6oqmzYdYMCAp9i48T0axp/g7KrlAIT0H0Dzhx4p9hgRsTncNy8NgDqBOn6a5YeLXloZhRBClBUJjIUplaS2Zs0ahgwZQqtWrVi4cCFpaWmoqoqrqyv33Xcf+/btY8uWLYwePVrCYhWhKAoBAdaLKyDAhwZDh6H3tPZDjNvyN1mXLhV7jGb1XejRysW6T5KF9XtNpVdhIYQQQjjMaWktLS2NDz/8kPDwcIYNG8Yff/yBxWJBVVXq1KnD7NmziYmJYcmSJXTs2NFZpxUVlKuPD/UH3wqAajYTvfJXh/a7b9CVwS5fbTBgsZT5mCwhhBBCXMXleg9w4sQJFixYwLJlywrcdu7cuTNPPPEEY8eOxdW15Lc5RcVU1NQE+b+rIc3B3QOMBuK2/I3njf1o2LZFkcdu39iFDk1cOHg6h+iLFrYczqZfBzfn/xBCCCGEcNg192Fcs2YNH374IRs2bACuhES9Xs/IkSN58skn6dGjh/NqKipMH8aSTE1wX1tvHmhnvVV9wbced3/0XrH77Pwvm2kfWT98NAjO5rlhySgl6MoYEhJMSEiw4zsIIYQQgPRhLFyJWhjT0tK00c6nT58GrgTFoKAgHn74YSZPnkz9+vWdX1NRYTzyyO3cfntPh8qqRgNpn78NRgMhGRfIjIvDq06dIve5saUL4fX1nIw1E5PgyoCRC0g5e8jh+s2adT+zZz/gcHkhhBBCFM3hFsbJkyezbNkym4m2AVq1asXUqVO599578fSUyZZLU0VpYSypqOU/E/XLjwDU7tWHlpMmF7vPxgMmXvoiA4BmdUw8OSRFe812Vv6GBfaVFkYhhBDXRloYC+NwC+OiRYu0taA9PDzo1q0bt912G127Widk/ueff5xSoT59+jjlOKLiqD9oKLHrVpOTkcHF7VtpOHwUXiF1i9ynX3tXGtTSEXPJQkScG66BjWnbyPbt2rJlQzp1Ci/NqgshhBCCaxj0oigKRqORLVu2sGXLFqdWRlEUbfUXUXW4eHkROnQYkT99D6pK1PKfafXY1CL30esU7rnZg9e/zQRg2R8G3npEPu0JIYQQ5aFE0+qoqlrqX6JqqjdwCC4+vgBc2rmdjPPnitkDhnR1o1aAdbTLtiPZnD4v64wLIYQQ5cHhFsZZs2aVZj1EFefi6WltZfzxW1BVopf/TKvHnyhyH1cXhbtv8uCDX7MA67yMs+7zIinJuhpMUpJ1QnilJEOohRBCCFFiZbKWtHCOyjroJU+OwcDupx4nOy0NFIWub7yDd72iR9RnGVVGzkohITGN+OOb4NwfRJ05q73etFkokx8fwYQJgwgI8C2VegshhKguZNBLYarNunxHjx7lqaeeom3btgQEBODn50fr1q158skn+e+//5x2ngMHDvDEE0/Qpk0bAgIC8Pb2Jjw8nIkTJ7J7926nnacycvHwIPTW4dYHuX0Zi+PprtDK918OLP0f0duXkKZvSLPBz9Jy+ByaDX6WZBoybdoiQhuMZf36PaX8EwghhBDVU5VvYbRYLLz66qvMnTsXs9l+HzhXV1feeOMNpk2bds3nycjIYNKkSXzzzTeF9sVUFIWpU6fyzjvvoNfrS3yOyt7CCGA2GNg1bQrZqSmgKHR57S18QhsUWn79+j3ceusL+NbvSOObHsfNO7BAGVNGElF/LyTl7AFW//4GgwbdUGr1F0IIUZVJC2NhKkxgjI6OZsqUKaxatcqpx33mmWd45513tMf9+vWjU6dOZGZmsmHDBm0CcoCPPvqISZMmlfgcGRkZ9OnTh/379wPW1W4GDBhA+/btMRqNbNq0iX///Vcr/+ijj7Jo0aISn6cqBEaAs2t+4/S3XwFQ84YbaT3VflBPTk4jtMFY3Gq0pNmQ6Si6wkO2ajETsfZ1TPHHOBvzg9yeFkIIcQ0kMBam3G9Jm81m5s2bR+vWrVm9erVTj71q1SotLAYGBrJ582Y2bdrEO++8w0cffcSJEyd47rnntPJPPPEEkZGRJT7PY489poXFZs2aceDAAdavX8+bb77JBx98wOHDh/n6669xd3cHrMH0999/d8JPWDnVHTAQV39/AC7v2UV6TLTdckuXriczw0BYv8eLDIsAik5PWL/HyMw0sGzZeqfXWQghhKjOrjswJiYmkpCQcE1T4mzdupX27dszY8YMMjMzr7cqNlRV5cUXX9Qef/fddwUmBdfr9cybN49hw4YBYDKZePPNN0t0nsOHD/PVV9bWsqCgIDZu3Ejbtm0LlLvnnnv48ssvtccvvPBCic5Tlejd3WkwbIT2OGr5TwXKqKrKgoUrCGrS3e5taHvcvIMIbHwj8xeskCmahBBCCCe6psC4YcMGhg0bhpeXFzVr1qRWrVr4+/szfPhw/vrrr2L3T0hI4IEHHqBfv34cO3ZM++PeuXPna6mOXWvXruXIkSMADB48mEGDBhVadt68edr2V199hclkcvg8S5Ys0er/zDPPEBoaWmjZu+++m549rWswHz16lL179zp8nqqm7k234BZgDYLx/+whLTrK5vWEhBRORZwlsEn3Eh03qHF3TkWcJTEx1VlVFUIIIaq9EgVGi8XCI488wuDBg1mzZg0Gg0GbcDs9PZ3ff/+dW265hUmTJhXawvP555/TvHlzli1bpu1bs2ZNPv30U6eOIl6xYoW2/fDDDxdZtmXLlnTp0gWw9kfctm2bw+fZuHGjtj1mzJhiy993333a9vLlyx0+T1Wjd3OjwbDh2uOoX3+0eT093Tr3oot7yfqQ6HPLp6U5t8VaCCGEqM5KFBhnzJjBZ599VuiqLHnPf/bZZ0yePNnmtYiICPr27csjjzxCUlISqqri4uLC1KlTOXnyJA8//LBTJ2Bes2YNYB2ZPGDAgGLL9+vXT9suyZKHMTEx2nkaN25cbPnu3a+0mO3bt8/h81RFIf1vxi3Q2sqYsG8vaZFntNd8fDwByDGml+iY5tzyvr5eTqqlEEIIIRwOjKdOneLtt9/WQt0tt9zCn3/+SUpKCgaDgRMnTvDWW29Rq1YtVFXl448/ZvPmzQD8/PPPdO7cmW3btmmhcsCAARw8eJD3338f/9wBEM4SHx/PuXPWpedatGhBQEBAsft07dpV246IiHD4XCXte1mrVi1tO//I6epI7+ZGw9tHao+jfr3SlzE42J+mzUJJOr2zRMdMOL2T+g3rExTk7FHkQgghRPXlcGBcvHgxFosFgPvvv5/169dz00034evri5ubG82aNePpp5/m4MGDtGzZEoA33niDzZs3M27cODIyMlBVlbCwMH755Rc2bNhAq1atSuWHOnnypLbdpEkTh/YJCwvTtksSGGvUqAFYW1ejoqKKLZ+efqXFLC4uzuHzVFUh/QbgHhQMQMKBfaSePgVYW2zvu/cWEk/vxJSR5NCxTBmJJJ3Zhb7BYJ5alM6pczmlVm8hhBCiOnE4MP79998A+Pn58eGHHxZark6dOnz//fcoisLGjRt5+OGHycmx/uF+6qmn+O+//xg5cmSh+zvDmTNXbm0WNQglv3r16mnb8fHxDp+rY8eO2rYjU+WsX39lyheLxeL00eGVjc7VlQaFtDJmZGRhUVVOb5yParE/6Xoe1WLmzF8L0bm4U7NFP3Yfz+G+eWn83zcZXEq2lFr9hRBCiOrA4cAYERGh9Qf08Sl6IELbtm3p06cPOTk5nD59Gr1ez9KlS3nnnXfw8PC47koXJzX1yghZR293+/pemeg5IyPD4XPlD79vvvkmCQkJhZa9fPkyr732ms1zRQVGo9FIamqqzVdVFNK3P+7B1lbGxEMHSD1lbeF94ok7mP/hFNLPHeLkmtcwZSTa3d+UkcjJNa+RFnuQyc89Tt1a3gCoKvy+y8TYV1L4bHUWmUaZakcIIYS4Fg4HxuTkZACaNm3qUPlOnToB1luLDzzwAOPHjy957a5R/sDnaEDNX64krX733nsvDRs2BOD8+fMMHDiQU6dOFSi3a9cu+vTpw7lz53BxcdGe9/b2LvTYr7/+Ov7+/tqXo62llY3O1ZWGw0drj/NaGUNCgpk8eRSrV79BdsJxDi6bSMT6t0iI2EZyzEESIrYRsf4tDi6bSHbCcdasmcf7r9zGT7MCmTLCE19Pa39bgwm+WGfgjjkprNxuJMcswVEIIYQoCYcDY17/RS8vx0af5m+xe/zxx0tYretjMBi0bVdXx5a5y7+2c0nWeXZzc+O7777Dzc0NgP3799OyZUsGDRrEM888w3PPPcfAgQPp2bMnx48f55FHHiEoKAgAFxcXPD09Cz329OnTSUlJ0b7Onj3rcL0qmzp9+uFeoyYAiYcPkhJxpR/qoEE3cDbmB9579zECiSFi/dscXzWbiPVvE0gM7737GLFnf2TgQOvAJTdXhXEDPPhplh9j+7njkvvPmZim8sb3mdz3Rio7jmbL5N5CCCGEg8pkacDmzZuXxWk0+UOY0Wh0aJ+srCxtO3/YdUT37t35888/CQkJASAnJ4c//viDd955h7feeosNGzZgsVgYOXIk7777LmlpaQDFrgft7u6On5+fzVdVpXNxoeHwUdrjqF9s52UMCPBl6tQxnDzxFR99ZF17+qOPpnHyxFdMnToGf/+C3ST8vXU8OdqLb1/0o3+HKx8cIuMsPP1xOlMXpHMyVgbGCCGEEMUpk8BYFv0W88vfx9LR28v5y5U0MAL07t2bU6dO8d5779GnTx9q1KiBm5sb9evXZ+jQofz000/88ssvWCwWLZyGh4eX+DxVWZ3effGoaZ12KOnIYVJOHi9QRlEUbY5FX18vh+buDK2p57WHfPjkKV/ahF1pPd57Mof730zjla8yuJQkA2OEEEKIwpRJYCxrwbkDKMDxqWvy5m0EtD6JJeXl5cWTTz7J5s2buXz5MkajkbNnz7J69WrGjBmDoijacoUA7du3v6bzVFU6FxcajrjSlzHyl4JrTF+Pdo1d+HSaL68+6E29Gta3vqrCmj0m7nwlhU9+zyLDILephRBCiKu5FF/E1oIFC/j++++LLZd/ahpH51tUFIWjR4+WtEoF5L8F7sjciADR0dHadmnNDwnYrB+dNzBIXFG7Vx+iV/6K4dJFko/+S/Lx/who4bx/D0VRGNDRjd5tXPllq5Ev1xtIy1QxZsOS9QZW7jDy8FBPbu/uhoveeSsPCSGEEJVZiQNjQkJCkVPH5Jd3u/DEiRPFllVV1WlLA4aHh6PX6zGbzRw6dAiz2VzsQJb8Qa40W/5+/fVXAHQ6HcOGDSu181RWOr2esBGjOf7pIhKyzKyd/wXNH/qfTZnIyAva9/37TxY4RkhIMCEhwQWez8/NVeHumzwY2s2NpesN/LTFSI4ZktJU3vohkx//NjB5hCc9W7s6dclKIYQQojJSVAeHiup0pX/3WlEUzOaiJ2h2VO/evdm2bRtgndKmW7duRZbv2bMnO3bsQKfTERcXR82aNZ1Sj/xOnjxJq1atMJvN9OvXj02bNpVo/9TUVPz9/UlJSSmFATDpwBbAHXBsZHlpsZjN/PP8ND76I4Kl/zo+J2aeWbPuZ/bsB0q0z7l4Mx+tymLjgWyb5zs3c2HKSE+ahxb92erChQQuXHDsg1R+joRbIYQQZSUbMAJ9gKLnnK5uHG5hjIyMLM16ON3w4cO1wPjFF18UGRgjIiLYsWMHYA2apREWAZ577jktEE+ZMqVUzlEV6PR6Go4YzbDID+hR3x2fsEY0f+gRraXv2LFoxo9/la+/fomWLQv2N72WAFavhp5XH/Thrsgc5q/I5PAZ67/TvgjrwJjBXd145DZP6gTZ/+D0ySermDNnSYnPey3hVgghhChrDrcwVjYXL16kcePGZGZm4ubmxr59+2jTpo3dsiNGjGDlypUArF69mqFDhzq9Pq+99hovvvgiYA2lW7ZsKfExqksLI4BqsbDn+WlkXTgPQPvpMwlsbf3327//JJ07T2Tfvs/o1Mn5I81VVWXzoWwWrsoi9vKV0dNurnBXPw/uu8UDb0/b29SFtTA6Em6lhVEIISoKaWEsTJUcJQ1Qu3ZtJk+eDIDJZGL48OH8999/NmXMZjPPPvusFhb79OlTICwajUZGjx6Nr68vd955JyaTqcC5fvjhh0IH68THx/Pggw9qYTEwMJBPP/30un++qk7R6QgbOUZ7HPnLD2U20baiKPTr4Ma3M/x4arQnfl7WcGjKhmUbDNwxN4VfthhsVowJCQmmU6dwm6+OHZtRp451kvY6dYLo2LFZgTISFoUQQlQGVbaFEaxhr2/fvuzevRuwruAyZMgQWrZsSWpqKuvWrdNGR9etW5e9e/dqk2/n+fzzz5k4caLN44ceesimzP3338/SpUtp3bo13bp1o06dOqSnpxMREcGff/5Jdra1X5yXlxfr16+nV69e1/TzVKcWRrC2Mv7zwtNknrdOedTu+ZcIbNOWv/7az803T+PPP9/lpps6lfqglLRMC0v/MPDjZiPZ+eb5blBLx+PDPend1nZgTHJyGkuXrmfBwhWciriyOk/TZqFMfnwEEyYMIiCg5HN9CiGEKG3SwliYKh0YwdrCd8899/DHH38UWqZTp0788MMPdtfJvjowLl68mAcffNCmTF5gLEr37t1ZunQpzZo1K+FPcEV1C4wAF3du59jCD0g3Wfg7zZffThk5eerKnJnhTevx2ORRZRLCLiSY+ei3LDbssx0Y06GpC3f3MuGjJLBjxxGef/5TDAYTgU26E9SkOy7uPuQY00k8vZOk0zvx8HBj3rz/0aNHG7klLYQQFYoExsJU+cAI1j5pv/zyC19++SWHDx/m0qVL1KpVi1atWjF+/HjGjh2rrQV9NaPRyLhx4/jjjz8YMmQIX3/9dYGykZGRfP/996xZs4aYmBguXbqEl5cX9erVo2vXrowbN47+/ftf90jz6hgYVYuF+Xf9jxkrTmHIUenTwIM+oe74uimkmVS2xBrZGmPEy8uDH3+ey6BBN5R6nY5G5bBgRRYHT9suKxi9fSkXDqzAv0FHmgyYgpt3YIF9TRlJnN44n5SYA4Aqg16EEKJCkcBYmGoRGKuK6hgY16/fw223PkeX2q48e6MfQZ4F59NMzDLz1p509l4w8fvqeWUSGlVVZcvhbBauzOLsZQs5xnQOLP0fviEtaX7rDBRd4fN+qhYzJ9e8hvHSf+zb9yktWjQo9foKIYRwhATGwlTZQS+i8ktOTuPOMTPpEuLOq30D7IZFgCBPPa/29qNLiBt3jplJcnJaqddNURT6tnfj2xf9mDbGk/Qzf2PJMdL4pslFhkUARaenUf/HMRhN/PHHnlKvqxBCCHG9JDCKCmvp0vVkZhp49gYf9LqiB7bodQrP3OBDZqaBZcvWl1ENwUWvMKaPO6ao9QQ16W73NrQ9bt5BBDa+kfkLVpTZ6G8hhBDiWklgFBWSqqosWvArvUPdC21ZvFqwp57eoe4snP9rmYawhIQUzpw+S1CT7iXaL6hxd05FnOVyfEop1UwIIYRwjhKvJS1EWUhISOHkqXPc3cu/RPv1DnVn7rZznNiwkTqhdXH198fNzx8Xb+9Sm34nPT0LABf3kvV30eeWv/2FOFq31BFeX0+z+i6E19PTpK4eT3dZw1oIIUTFIIFRVEh5IczXrWShKa/8wUUfUcfnSsukotfj6ueHm18Abv7+1m3/AO27m58frnnfff3QuTh+afj4eAKQY0wvUV3NueVzFE/+izbzX7QZsE4MrygQWlNH89wQ2ay+nvB6eoL85KaAEEKIsieBUVRIeSEszVSyW8t55T1dbYOmajZjSkrClJTk0HFcfHxw8/PH1c8ft9xWSlf/q7b9rF/Bwf7UqBlEwqntBDft6XBdE07twCeoDmGh/pyLt/05VRViLlmIuWRhw/4r8z4G+ynWlsh6uSGyvp76NXToiunjKYQQQlwPCYyiQgoO9ie8aT22xCbQr6GHw/ttOWukSf0gOtx3L9lpKWSnpmJKSSE7NQVTSgqm1BSwWIo9Tk56Ojnp6XD+XLFlFTc3slOTSY3fhSkjyaGBL6aMRJLO7CIo0JufZvqTaYRT581ExOZwMtZMRKyZMxfMmGyneiQhVWXnfzns/O/KC55u0LTeldvZzerraRyix6OErbNCCCFEYZwSGG+66SbAuuLJfffdV6J9LRYLY8eOJSEhgTvuuINHH33UGVUSlZyiKDw2eRTPTFtAYiezQwNfErLMbDtr5J33JtJw2HC7ZVSLhZyMDEy5ATI7NcV2+6pwaTEaiz1vcqqBFKMFFB2nN86nxW0vFjsP4+mNC1CBhMQ0og/8S73wxrRr5E37xlcuyRyzSvRFCxHncjh51szJc9YgmZpp2xqZZYJ/I838G2nWntMp0LC2jvDc29nN6llbIwN85Ja2EEKIknPKxN06nQ5FUZg1axYzZ84s8f6PPvoon3zyCa1bt+bff/+93upUWdVt4u7k5DQaht5BqwCVV3v7FTm1jtmi8vLWVI4mK0Sf/clpywSaDQZMqamYUpPJTsn9npqKKSUZU2oq2SkpRMVcZOSnRxkR7sGqCCP+DTrS6KbJuHkHFTieKSORyL8WkBJzgNububPipIHvhtegjo8evacnHjVr4VGzJp41a1m3a9TCo5Z128XDA1VVuZSscjJfS2TEOTPnE4pvNQWoFaBY+0TmBshm9fTUDZZb2kIIYSUTdxemQtyS9vCw3nKMiooq34qICiUgwJcff57Lbbc+z0tbU3nmBh+C7bQ0JmSZeTt3pZfVa9506prSeg8PPD088KxVq9Ay9eOT4dPhtK/lTvd6HszedogDSx4mqMmNBDXpgd7dB7MxncTTO0g8vQsPF4U3+vuTblJZcdKg9bc0Z2WRERNNRky03fO4+vpaA2TNmtStVYvGNWsxsps1VJq8g4m8rNNC5MlzZiIvmMkx2x7jUrLKpeRsth+50i/S2wOtT2RekGxUR4+ba/mGyAsXErhwIaHE+8n63EIIe+z9n6KqKsnJ6WRlGfH0dCcgwANFyQb8AC8AQkJCCAkJKfsKVzDlHhizs7P5888/AWQCY1HAoEE38Pvqedw5ZiZ3rUigd6g7vfOtJb31rJGtZ61rSa9e8yYDB3Yt8zrm7285s6c/P45wZf0ZA8sj9hJxaodWrp6fG4938mZQYw983HTM2ZZC47r+NB84AEN8PIbLlzAmxKOazXbPk52WRnZaGmmRp+2+7hYYSLOatWhboyaejWuhv6E2l/UhxBiDiUz24tR5CxHnzKRn2V5nGQY4eDrHZm1svQ4a1dHbhMim9fT4e5fdLe1PPlnFnDlLSryfrM8thLDH3v8pegXMauGPAWbNmsXs2bNLvX4VXYluSZ8/f55Tp04VeL5fv34oisKECRO4//77HTpWdnY20dHRLFu2jC1btqAoCp06deKff/5xuPLVTXW7JZ1fcnIay5atZ+H8Xzl56spAlPCm9Xh8yigmTBiMv3/53T744IOfeWbaAn4YEaz1t1RVlVSTSla2iqergp+bos0FmZBl5q4VCbzz3mSmTh2jHUe1WDAmJmK4fAnD5Utk5X43XL6MIf4SxsRE6xDqktLp8AgOxr1GLdL9w4hzCyPWUpuYTH8iE925mOJYa2KdIJ02sCYvSNYJ0pXKHJcHD0Zw9GiUzXOqamHv3hN88MEvPPHEaLp0aY6i2IbY1q3D6NChmdPrI4So3PJaGHfsOMILz3+MwWCiT6g7ffI1Qmw5a2TLWSMeHh68Me9NevToIS2MuUoUGLdu3Uq/fv0KPJ93iGv9o6GqKoqisHDhQiZNmnRNx6gOqnNgzKOqKps2HWDAgKfYuPE9+vfvWGoTcpdEWfW3tOTkaK2RhvhLGC7lBUtroMxOubZVYzJdA0gIbMUlr6ac19UjNrsGsRneWNTif7e+nooWIPPmi2wUosdFf33/LrNnf1mwhVHRgWop/DHSwiiEKNz69Xu47dbn6RLixrM3+NgdUJmYZeatPensvZDN76tXM2jQoHKoacVTosCoqiohISFcunTJ6RV59NFHWbhwodOPW5VIYLTav/8knTtPZN++z+jUKby8q6PJ/x+Ro/0tnX0L3Ww0Yoi/bA2S8flaKC9ZA2VORobDx8rGhUv6upzXhxLn1pA490acU+tgVN2K3dfV5cot7Sstki74eDoeIvNaAxYvXs1HH61CBYKa3Ehw0564uPuQY0wn4dR2Ek/vQgEeffR2HnroVunDKISwq6Qf7F/amsp/yS5Enz1LQEBA2VW0gipRH0ZFUXj66af566+/bJ5fv349iqLQuHFjmjZt6tCxdDodvr6+tGjRghEjRtChQ4eSVEWICqci9LfUu7vjXa8+3vXq2309OyPDJlBeufV9GcPlSzbTCLmSQz1zDPXMMWDaDulgQSFRV4ML+lAu6EM5r6/PBZdQUnW2c09m58DJWDMnY82szvd8vRo6rSWyWT09zeu7UDNAsdtKHBISzBdfrGHRopUENOxI45umFJjjMrhpT0wZSZz5az6LFq2kbt0avPjivdf+CxRCVFlLl64nM9PAswODiwyLAHqdwjM3+HDXigSWLVvG1KlTy6iWFVeFmFZHOEZaGK0qagtjnore37IwqqqSnZamhcgrfSgv594Cv4yak2N333TFlwv6+jYh8rKuDqpS/CAZf2/lyu3s+nrC67vQoJaOc7FxNGo0Dv8GHWh+a/FzW55Y/X+kxBwkMvJbGjaU/kZVgYyUF86gWizkZGXRut2D1DcnM7OXv8P7zt2WyjnXuhw/GVEhuj+Vp3IfJS1EVRMQ4MvUqWOYMmV0hexvWRhFUXDz88PNzw+/JgXvFKgWC6bk5HwDca4MyHG/fAmfhOM0yzmmlTfhykV9PS1EnndpQJy+HtmKu81xUzJU9p7MYe/JK2HUVWfh8sEVqEDjm6YUGRYBFJ2exjdNZv+Sh5k2bRG//PLK9f0yRIUgI+WFqqqYjUZyMjIwZ2WSk5lJTu53c952RsaV57IyycnMKlAmJctMxJnLjCtBWAToHerG3G2nSUxMJDi4en8IcUpg7NOnD4qiEBYW5ozDCVElKIpCQIC1JTEgwKdCh0VHKDod7kFBuAcFQfMWBV635OQUGOFdXwuVRzAlJ2FBIUFXyyZEXtCHkq6zbTE3mRWiDm8luGkPh5ZaBHDzDiKo8Y38/vsuLBYLOp2salPZPfLI7dx+e8H12Y8di2b8+Ff5+uuXaNmyYYHXpXWxYlBVFYvRqIW3vC9z/sdZuaEuM8M2DGrhMMuh5VyLk5VjvZnqW8IlU/PKp6WlSWB0xkH+/vtvZxxGCFGJ6Vxc8KxVq9BJzs0mE8b4+KtaKPdguLyai5ezOGsI5EJuiIw0BmBIPkfojeNKVIfgpj1IPL2DsQ9uJMRXwc/FQICbkQD3bAI9cwjwUgn2AV9vPS5enug9PHHx8EDvad3We3rg4pG37YnewwOdvvhlKUXpsHdrWVVVkpLSAKhTJ4iOHZtV+g9jFZGqqlhMJttQd3VrXr6AZ30ts0AroDPC3rVQXF1x8fTCxcsLF08vVNUFVm4hzWTbC09VVVKNKlk5Kp4uCn7utn2q88r7+jpvQYjKSm5JCyHKhN7NDa+6dfGqW9fu6zlZWdqAnC2b9vEn4OJesr6e+tzyp9RQYqkNOVi/MoGkfOXUbHwtqfioqbnfL+JrScFHTbN+t6Tiq6bgY0nD0021BkgPD1zygmVuyHTx8LAJly55256eucHzShh18fBA5+4u4eYaJSensXTpehYtuNI3+OabpxHetB6PTR7FhAmDnLrKU2WmqiqW7Gy7oc6mNe/qMHhVK2BhiwiUNsXFRQt6+tzveY9dvL3Q5z22V8bLGxcvL3Sutn3xVVUl/Id72BKbQL+GHqSbLKw7Y2BFhJFzqSatXD0/N0Y0c2dw7gILW8+aCG/ahKCggku9VjdOCYw5OTnExMQA4OnpWeQEl19++SUff/wxERERBAQEMHDgQF5++WXq1avnjKoIISopF09PfEIb4BPagNY+teDZb8kxppfoGObc8npXz6LLKa4k64NJpvhbTG6qwRogs1LxzbCGSB81BV9LKr5qvPW13LDpgv1BQRpFsYZID8/c8Olh27KZFy5tXis8mOpcqsdn/vXr93DnmJlkZhro3cCdu3v5X5loOTaBZ6YtYOZLn/Pjz3MZNOiG8q7udbOGPQdCnb0wmNsKWG5hT6+3DXRFhLqrw6A+t7zO1dXpH6wUReGxyaN4ZtoCNtbL4p09GRhyVIKadKdZjx7aVF2Jp3awaP9OvjicydM3eLP1rIF33psqH/Rw0ijpZcuW8cAD1g7Gb7/9Nk899ZTdctOmTeODDz4ArkzWDVCzZk02b95M8+bNr7cqVZqMkraq6KOk86tMda1ILBYLnp6D8G3QhWaDn3N4v5Nr3yT97F7i4teSlK6QkGohIcVMfKKJ+KQcElJySExTSUyHpEwdqQY9Ks77Q+BpydBaJrVQmduSmddq6WtJxVtNQ8f1L4WquLjkBkwP9J5eV8LkVS2b+nwtowVaSfMeu7ujVMB+nyWbaNnE76vnlWtotOTk5At1GYW08OU9l0FOZlaBMmp2dvEnKg063ZWWvNxgp/fytBvq8kLf1WFQ5+ZWYcNVcnIa9UJGkWXMJqBBRxrZmaoLwJSRRORf80mOOYCnuzvnLlyQeRhxUgvjypUrUVUVb29v/ve//9kt89tvv/H++++jKIq2Mkze90uXLnHHHXdw6NChCvtGE6IohU3/cexYtM33q8n0H/bpdDpuvbUby1dsp2FGkkMDX0wZiSSe2cWokb0I9HUh0Bcah+ixfgDysLtPjlklOV0lIdVCYqpKYpqFhFSVhDQLiakWEtOuvJaWVXzAy9J5k4U3l4rp9qhgwVvNwMeSku8WeKrWWpm37aOm4qVmFBpp1ZwcctLTyElPK7ZujtBaNbVb7vnDZ/5W0HytpIUEU2e0EiUnp3HnmJl0CXErcqLlIE89r/b246Wtqdw5ZmaJV1DKY8nJKRjqMuy38F0ZuJFhEwYt5RX2FEVr0dN7Fh3qtDLeti181aHLhKro8AvtSHgRU3W5eQcSfuuLHP/9/zBdPl7GNay4nBIYjxw5gqIo9OrVC29vb7tlZsyYoW0//vjjvPLKK6SmpjJz5kyWLVvG0aNH+eWXXxgzZozd/YWoyIqb/mP8+FftPi/TfxTuvfceZ8WK7Zz5a75D8zCe+WsBCvDuu485fA4XvUINf4Ua/sW3rBmzVZLyAmRusNS+p1pyn7e+bjAVfSwVHemKL+l6X+L09idZz6NXLPi7mfB3ycJPl4Wvko4v1r6W3jnJeGcn4W2KxzvrEi7Z6dfVXmo2GDAbDNdxhCsUvb6Q2+oeuHh4offMC6e5LaTaYKMrwfTzpX8WmGi5sEEK+Sda/vS975g4tmehoS5v9K0W/HIHclhMxfzDlRZFsW298/SyDsry9MLF29t+C59NK6CXtYW4ioe96zV//q8Yjdm0HODYVF1NBkzm4NKJzJ8/n5dffrmMallxOSUwxsXFAdCyZUu7r2/YsIGjR4+iKAq33XYb8+fPByAgIIDFixezYcMG4uLi+OmnnyQwCk1larUrbPqP4kjrYuEaNgzhlVce5KWXFnNi9f/R+KbJuHkX7HhuykjkzF8LSI4+wGuvPVxqk3a7uyrUCVKoE1R8uMw0Xt1qeSVYJl4VOnOK6WpmVnUkGj1INHoAhbS06gEf8HCDQG8I8lYJ8Mwh0CMHfzcj/i4G/PRZ+Okycgf2pKLLzsCclYXZYCAnKwuzIevK49xtrqPHkmo2W4NYCZajtNlfVfnw9wR6h7oR5Kl3aJBCsKeeXvXdWPD+93Q9taFsAlRuv9QCrXlXt+jZa+HLK+/hUSG7A1Q0qqpizLZ+eDOacr9nX3nOkP85ExjylTOYLMx79zcCGt9Yoqm6Ahp149333uell16q9oHcKYHRlPupzMvLy+7rH374obb9xhtv2Lym1+sZOHAgS5cuZf/+/c6ojqgiKlOrndxadr4LFxIYMqQb58/H89FHq9i/5GGCGt9IcNMe6N19MBvTSTi1g8Qz1rWkH398BIMG3cCFCwnl/m/h5a7gVVNPaM2iy6mqSmrmlZbLhFTr9ySbW+PW0JmUpmIpJr8ZTHDBBBeSFKy34l0B+wOAfDwVgnwVgv10BNXO/e6X+91XR01fCPTIwdfFACajNVAasjBn5QbKvO2szNyWSWvIzNG2rd+tZQ02y046ItWocjbVzJDGniw/kcEnBzMxma3riTfr0TPfIIXtLNq/i88PZfBIBy+aBbnyd4yRVJOKv3vxf+D1Hp5XAl0RoS6vpe/qctU57KmqSnZObiDLBqMpf3jLF+60kJe7bboS9GzL2X8uLwiaruNuf3ZWKhnJl6l74/0l2i+4aQ8i1u+QibtxUmCsU6cOMTExxMbGFngtNjaWdevWoSgK/fv3t9sKWadOHQAuXLjgjOqIKkJa7ao3ex8YEs/sIvH0jitPKDpQLajAwoXLWbhweaW6za8oCv7eCv7eEFan6FtkZotKSl5/yzTb73nbibmhMzWz+JbB9CyV9CyVmEtFz5OnKBDg7UGgryfBfjotWAb56giumfvdT0dtPwU/LwVdIf0MVYvFtjXTYLAGTO1xFjm5IdNsyMJ8NgF++Z1PD6YDCv4NOtJ6QOHriZ/eOJ8P9x6A3MFEAX0GENagtv0+fXnPeXpWubCXY87fulZ0gLN5Lq8lzqb1zjbcXR3gjNnX1QhdpszZWcC1T9UlE3c7KTB26dKF6Oho1q1bh9FoxN39ytJfc+fOxWw2oygKjz76qN39c3LXpzWVV/8RUSFJq131NmJEL5o1s+3fp6oW9u49yQcf/MwTT4yhS5dwlKvWq27dOqwMa1l29DrFGtT8ig842Tm5rZa5t8NtBvTkPk5Is94Wzyymy6KqQlK6SlK6ypkLRYdLvQ4Cc1stg30VAv10BPvqCM6td5CvK8F+7gQHBeHrQZG3+ALjk+Gl33HV6/Cp36HYQQotbnuRk6v/j/TYg2SbLbQZN47g4JItA1cacsxXtaCZrm6RK+I2q6lggDMUCHC2xzGXzzzZTufmCh6uCu5u1u4g1i/wcLN+L/S5vG23K6+7uypkppm5eRnXPFWXTNztpMA4ZswYfvnlFy5fvsx9993HBx98gJeXF5988gmLFy9GURQaNGjAyJEj7e4fFRUFgL9/+V/cQoiKYcWKbUV2Sfjgg5/tPj9r1v106NCslGpVObi6KNQKVKgVWHy4zDKqNoN4EnNDZUKahaTUvNBpbb00FTPNpNkC8Skq8SnFzwHo5grBvrm3wX1tb4dbWzC9qRVSl8txcTRycD3xRjdN5sCSh6lZw5+gIPtTj1ks9m+VXn1LtUCfuKtulZpytw12gl7+UFdcH9XKws2FKwHMXkCzCW+2oc4jL/S52XmukOM4u7+gqgbTtFkoSad3EtzU8TtXiWd20rRZuEzcjRMD45w5czhx4gQ///wzP/985T/yvPkW586da3dtV4vFwpYtW1AUReZhFEJopEtC2fB0V6jnrqdejaLLqapKhoErt8Dz9bHMm4YoIV9/y+JaukzZcCHRwoVEgIKpSlVVUrMUgkq4nnhgk+5kJp7mwbdSMeWQrwUuN+gVE3orCxc99kNZvmDm4QpuVwU4j6ta7NzdFGtLXr4geHXoc3Ol0CmNKgtFUZj8+AimTVuEqQRTdSWd2cXMd9+t9gNewEmBUa/X89NPP9GnTx+SkpIKvD5u3Djuvfdeu/uuXLmSy5cvoygK/fr1c0Z1hBBVgHRJqFgURcHHE3w89TSsXXRrn8WikpKhkpCWNzLc9nZ43sjxxDTrPJj25BjSrm098SbdiTi1nX9PJuPq6ewFDgqn11Foa5k1qOVvTbPzXCGtdx6uBVvn3F2tU0KJkpkwYRAvvfwFUX8vpNmQ6cVO1RX19yK8vLy47777yrCWFZfT1pVq3bo1Bw4c4MUXX2TDhg0kJyfTpEkTJk6cyBNPPGF3H5PJxPTp07XHEyZMcFZ1hBBClBOdTiHQVyHQF6hbdLjMMVv7RybmGyWemGbh1Klk9i2+9kEKlpwsPNz8ighltgHO46rWOfu3V696Lq91zk0CXGUQEODLzz/N5tbbXiBi7euE9Xus0Km6ov5eRMrZg6xZvVpWecnllKUBr5XFYiEtzbpCgU6nk06lxZClAYUQ1UV8fDI1aw6n2eBnS9TnLCFiGxHr3+by5ZXUqBFQehUUldb69XsYc8dsMjMNBDa+kaDG3bWpuhLP7CTpzC68vLz45eefGThwYHlXt8Io15XrdTqdDHQRQghRQHCw/3UMUgitECOkRcU0aNANnI35gWXL1jN/wQoi1m/XXmvarD4z332YCRNext+/XjnWsuIp18AohBBC2KMoCvfdewuzZy8t2SCF07t4Yvb9MkhBFCkgwJepU8cwZcpoEhNTSUvLxNfXi6AgTxTFBMgHjquVSmA0mUxs376dvXv3EhcXR2pqKhaLhcWLF5fG6YQQQlRBcXGJWFSV0xvn0+K24tcTP71xARZVJS6u4JKiQtijKArBwf75WqSvYzmZKs6pgTE7O5v/+7//Y9GiRSQkXLlg86bWuTowHjt2jH/++QeAfv360aBBA2dWRwghRCXm4eEGqoWUmAMc//3/aDKg8PXET29cQEqMdaUXDw+3sq+sEFWc0wa9JCQkcMstt3Do0CHAGhJtTqQomM22c20lJSXRpk0b4uLi6N+/P3/++aczqlJlyaAXIUR1cuFCAhcuJLBjxxGef/5TDAaTdZBCk3yDFE5bByl4eLjx5puP0L17a5mSSVyHbMAI9AFKNkK/qnNaYOzduzfbt1s7jnp4eDB69Gi6devGpk2bWL58ud3ACPDxxx/z2GOPoSgKO3bsoFu3bs6oTpUkgVEIUV0lJ6dpgxRORZzVnm/aLJQpk0cwYcJg/P3lD7y4XhIYC+OUwPjTTz8xduxYFEWhbdu2rFq1Sru9PGfOHObMmVNoYDQajdSsWZOMjAyeeOIJ3n333eutTpUlgVEIUd2pqnrVIAU/GeAinEgCY2GKX2jUAT/88AMA7u7uNmHREe7u7vTt2xdVVdm9e7czqiOEEKKKyhukEBYWQnCwv4RFIcqIUwLjnj17UBSFwYMHX9PAlSZNmgBw+vRpZ1RHCCGEEEI4kVMC4+XLlwFo0aLFNe3v42Nt9k1JSXFGdYQQQgghhBM5JTB6e3sD1vkXr0VcXBwArq7Sd04IIYQQoqJxSmAMCwtDVVV27dp1Tftv3rwZgDp16jijOkIIIYQQwomcEhhvvfVWAHbu3MmOHTtKtO/PP//M6dOnURSFnj0dXy9UCCGEEEKUDacExv/973/abem77rrL4cEr+/btY+LEidrju+++2xnVEUIIIYQQTuSUwFivXj1ee+01VFXl3LlzdOnShXfeeYfExES75Y8cOcLTTz9Nr169SE1NRVEUBgwYwMCBA51RHSGEEEII4UROW+kFYPr06cybN0+bF0tRFHx8fLRQ2LBhQy5fvkxmZiZwZfnAFi1asG3bNoKCCq4RKq6QibuFEEKI0iQTdxfG4RbGLVu2sGXLFmJiYgot8/rrr/P9998THByMqqpYLBbS0tK0ABkdHU1GRgaqqmphcezYsezYsUPCohBCCCFEBeVwYOzXrx/9+/dnyZIlRZa78847iY6OZtGiRQwePBhfX18tIKqqil6vp3379kyZMoVDhw7x3XffERAQcJ0/hhBCCCGEKC0upXFQT09PJk2axKRJkwDIyMggJSUFLy8v/P1lKSchhBBCiMqkVALj1by9vbVR1EIIIYQQonJxyihpIYQQQghRdUlgFEIIIYQQRZLAKIQQQgghiiSBUQghhBBCFMnhibt1Ol2pj25WFIWcnJxSPUdlJhN3CyGEEKVJJu4uTIlHSTtxYRghhBBCCFEJlDgw6vV6XFxKZzYemZ9RCCGEEKLiKXHye/nll5k5c2Zp1EUIIYQQQlRAMuhFCCGEEEIUSQKjEEIIIYQokgRGIYQQQghRJAmMQgghhBCiSBIYhRBCCCFEkUoUGGUORiGEEEKI6sfhaXU2bdoEQFhYWGnVRQghhBBCVEAOB8a+ffuWZj2EEEIIIUQFJX0YhRBCCCFEkSQwCiGEEEKIIklgFEIIIYQQRZLAKIQQQgghiiSBUQghhBBCFEkCoxBCCCGEKJIERiGEEEIIUSQJjEIIIYQQokgSGIUQQgghRJEkMAohhBBCiCJJYBRCCCGEEEWSwCiEEEIIIYokgVEIIYQQQhRJAqMQQgghhCiSBEYhhBBCCFEkCYxCCCGEEKJIEhiFEEIIIUSRJDAKIYQQQogiSWAUQgghhBBFksAohBBCCCGKJIFRCCGEEEIUSQKjEEIIIYQoUrUJjEePHuWpp56ibdu2BAQE4OfnR+vWrXnyySf577//rvm4YWFhKIpyzV9///23835IIYQQQohSUOUDo8ViYe7cubRv357333+fI0eOkJKSQlpaGv/99x8ffPABHTp04N133y2X+nl7e5fLeYUQQgghHOVS3hUobc899xzvvPOO9rhfv3506tSJzMxMNmzYwOnTp8nOzubpp5/Gy8uLSZMmlej4Tz75JMnJyQ6XP3nyJN999x0Affr0oWvXriU6nxBCCCFEWVNUVVXLuxKlZdWqVQwfPhyAwMBAVqxYQZ8+fbTXzWYzM2bM4M033wTAzc2N48eP06hRo1Kr09ChQ1m7di0Au3btolu3bg7vm5qair+/PykpKfj5+Tm5ZunAFsAdcHXysYUQQojKIBswAn0An3KuS8VSZW9Jq6rKiy++qD3+7rvvbMIigF6vZ968eQwbNgwAk8mkhcfSsGXLFi0sjhw5skRhUQghhBCivFTZwLh27VqOHDkCwODBgxk0aFChZefNm6dtf/XVV5hMplKp00svvQSAoijMmTOnVM4hhBBCCOFsVTYwrlixQtt++OGHiyzbsmVLunTpAkBGRgbbtm1zen3+/PNPtm7dClhbF9u2bev0cwghhBBClIYqGxjXrFkDWFvzBgwYUGz5fv36adtbtmxxen3mzp2rbee/VS6EEEIIUdFVycAYHx/PuXPnAGjRogUBAQHF7pN/tHJERIRT67N161atdXHgwIF06tTJqccXQgghhChNVTIwnjx5Uttu0qSJQ/uEhYVp284OjPn7SD733HNOPbYQQgghRGmrkoHxzJkz2nZoaKhD+9SrV0/bjo+Pd1pdjh8/rt0eb9eunUO3x4UQQgghKpIqOXF3amqqtu3v7+/QPr6+vtp2RkaG0+ry/vvvkzfV5VNPPVWifY1GI0ajUXuc/+cqPTllcA4hhBCiIpK/gYWpkoExf+Dz8PBwaJ/85TIzM51Sj7S0NL7++msAAgICGDt2bIn2f/3118tw+h094AaYAHMZnVMIIYSoaNyw/k0U+VXJwGgwGLRtV1fHVi3R6/V2t6/Ht99+q4XXe+65B09PzxLtP336dKZNm6Y9Tk1NdfgWe8l5Aj2RsCiEEKJ602P9myjyq5KBMX8wy39LtyhZWVnadv7b09fjs88+07aLmwvSHnd3d9zd3Z1SF8fIBSKEEEKIgqrkoBcfnyvrPzp6ezl/OWcExgMHDrBv3z4AOnfuTIcOHa77mEIIIYQQ5aFKBsbg4GBtOy4uzqF98uZtBGjYsOF11+GLL77Qth944IHrPp4QQgghRHmpkoGxefPm2nZUVJRD+0RHR2vbrVq1uq7zq6rK8uXLtce33377dR1PCCGEEKI8VcnAGB4erg1cOXToEGZz8QM59u7dq223b9/+us7/zz//aC2WHTt2LMWBKkIIIYQQpa9KBkYPDw+6d+8OWKe2yR8GC7Np0yYAdDodQ4YMua7zr1ixQtseNmzYdR1LCCGEEKK8VcnACDB8+HBtO39/QnsiIiLYsWMHAL1796ZmzZrXde78gVFuRwshhBCisquygfHee+/Fy8sLgCVLlnDkyJFCyz777LPa9vWu9RwdHc2xY8cAqFGjBp06dbqu4wkhhBBClLcqGxhr167N5MmTATCZTAwfPpz//vvPpozZbObZZ59l5cqVAPTp04ehQ4falDEajYwePRpfX1/uvPNOTCZTkefdsmWLtt29e3cURXHGjyOEEEIIUW6q5MTdeebOncvmzZvZvXs3Z86coV27dgwZMoSWLVuSmprKunXrtNHRdevW5fvvvy9wjK+++opff/0VgJ9++olBgwbx0EMPFXrO7du3a9s33nijk38iIYQQQoiyV6UDo7u7O7///jv33HMPf/zxB2azmd9//53ff//dplynTp344YcfCAkJKfaYxbUYHjp0SNtu3br1tVVcCCGEEKICUVRVVcu7EqVNVVV++eUXvvzySw4fPsylS5eoVasWrVq1Yvz48YwdOxY3Nze7+xqNRsaNG8cff/zBkCFD+PrrrwstC+Dv709qaioAx48ft5kT8nqlpqbi7+9PSkoKfn5+TjuuEEIIIURRqkVgrCokMAohhBCiPFTpW9JVTV62z2vBFEIIIUTl4evrW2kHw0pgrETS0tIAZOUYIYQQohKqzHcI5ZZ0JWKxWDh//nypfEJJTU0lNDSUs2fPVto3sxAVjVxXQpSOynptSQujKBM6nY769euX6jn8/Pwq1cUnRGUg15UQpUOurbJTZSfuFkIIIYQQziGBUQghhBBCFEkCowCsk5zPmjULd3f38q6KEFWGXFdClA65tsqeDHoRQgghhBBFkhZGIYQQQghRJAmMQgghhBCiSBIYhRBCCCFEkSQwCiGEEEKIIklgrMaOHj3KU089Rdu2bQkICMDPz4/WrVvz5JNP8t9//5V39YS4br/99hv3338/4eHhBAQE4O7uTt26dbn99ttZunQpJpOp2GMsX74cRVEc/lqwYIFDdXPm9WcwGFi2bBkDBw6kQYMGeHh4UL9+fW655RaWLFni0M8phKPat2/v8PVQo0aNYo/n7PevXFulRBXVjtlsVufMmaPq9XoVsPvl6uqqvvPOO+VdVSGuyenTp9Ubb7yx0Pd33lfLli3VI0eOFHmsxYsXF3uc/F/z588v8njOvv6OHj2qtmnTpsg6denSRY2MjHT01ydEkUJDQx2+HoKDg4s8ljPfv3JtlS6ZVqcaeuaZZ3jnnXe0x/369aNTp05kZmayYcMGTp8+rb320UcfMWnSpPKophDX5OLFi7Ru3ZqEhAQAPDw8GDBgAOHh4eh0Og4ePMimTZuwWCwA1K5dm927d9OwYUO7x3v77bd59tlnAfjf//5HSEhIkecfOnQoN9xwQ6GvO/P6i4qKokuXLtrPWrNmTW677TZq1qzJiRMnWL16NTk5OQCEh4fzzz//yDJq4rr5+PiQkZFBeHg4d999d5Flvby8eO655+y+5uz3r1xbpay8E6soWytXrtQ+GQUGBqqbN2+2eT0nJ0d97rnntDJubm7qmTNnyqm2QpTcsWPHtJaEl19+WY2Pjy9Q5tChQ2pYWJj2Ph85cmShx5sxY4ZW7sSJE9dVN2defxaLRe3cubNWdvz48WpmZqZNmaNHj9q0Bj388MPXVX8hTCaT9n66++67r/k4zn7/yrVV+iQwViMWi8WmeX3dunWFlh02bJhWbtKkSWVYSyGuz7Fjx9T69eurBw8eLLLcoUOHtFtXiqKo586ds1tu0qRJ2rVw6dKla66Xs6+/H3/8USvTo0cP1Ww22y33zz//qDqdTgvRMTEx1/wzCBEXF6e97x577LFrPo4z379ybZUNCYzVyOrVq7WLYPDgwUWW/e+//7Sy3t7eqtFoLKNaCnF9Ll686HCfosGDB2vv86+//tpumbFjx2plTCbTNdfL2ddf165dtTK7du0q8nh33nmnVvb//u//rvlnECKvBR9QX3zxxWs+jjPfv3JtlQ0ZJV2NrFixQtt++OGHiyzbsmVLunTpAkBGRgbbtm0rzaoJ4TS1atUiLCzMobIdO3bUts+fP2+3TFJSEmDtt+Xq6nrN9XLm9Xf+/Hn27t0LQOvWrenWrVuRx7vvvvu07XXr1pWk2kLYyLseAAIDA6/pGM5+/8q1VTYkMFYja9asAUBRFAYMGFBs+X79+mnbW7ZsKa1qCVFu9Hq9tq0WMv4vMTERuPY/jnmcef2tWbNGq+/AgQOLPVafPn3Q6az/3e/cuZPs7GxHqy2EjbzrAa79mnD2+1eurbIhgbGaiI+P59y5cwC0aNGCgICAYvfp2rWrth0REVFaVROi3MTExGjbtWrVslsmr0XlegKjs6+/gwcPats33nhjscfy9fWlefPmAOTk5BAVFVV8pYWwwxktjM58/8q1VXYkMFYTJ0+e1LabNGni0D75b+tJYBRV0f79+7Xt/Len83NGC6Ozrz+5nkV5cUYLozPfv3JtlR0JjNXEmTNntO3Q0FCH9qlXr562HR8f7/Q6CVGetmzZwpEjRwBo2rQp7du3L1BGVVVSUlIA2Lx5s7Z6haenJ/Xq1ePmm2/m1Vdf1Vo4CuPs60+uZ1Fe8rcw9u/fH0VR0Ov1BAUF0apVKx588EFWrVqlzXNqjzPfv3JtlR0JjNVEamqqtu3v7+/QPr6+vtp2RkaG0+skRHnJysri0Ucf1R6/8MILdsslJyfb/cNnMBg4f/48Gzdu5OWXX6ZRo0a88MILhfZfcvb1J9ezKC/5WxjzWCwWkpKSOHbsGF9++SXDhw+nTZs2Ni34+Tnz/SvXVtlxKe8KiLKR/03s4eHh0D75y2VmZjq9TkKUh5ycHO6++25tTdmbbrqJBx54wG5Zi8XCM888g7e3t/acyWQiKSmJf//9l927d5OTk0N2djbz5s3j6NGjrFixwmYwDTj/+ss7nqIouLu7X/fxhHBU165dmTlzJoqiANZW+LS0NGJjY9mxY4fW2n7s2DF69OjBH3/8QZ8+fWyO4cz3r1xbZUcCYzVhMBi0bUenBsn/R+/qP4BCVEbp6emMHTtWG1XZvHlzvv/+e22U49WCg4N56623Cj3ehQsXmDlzJp9//jkAv//+O/PmzWPGjBk25Zx9/eUdz8XF8f/C5XoWzjB+/PhCX7NYLKxatYopU6YQGxuL0Whk9OjRnD592mbZPGe+f+XaKjtyS7qa8PT01LaNRqND+2RlZWnb+ZvchaiMjhw5QpcuXbSw2L59e/766y9q1qx5zccMCQnhs88+46WXXtKee/PNNwvclnL29Zd3vOzs7CL7ijl6PCGcQafTMWLECHbs2KGtuR4fH8/8+fNtyjnz/SvXVtmRwFhN+Pj4aNuONpnnL1eVLwJR9S1btoxu3bpx4sQJAO644w62bt1K3bp1nXL8WbNmaSMqU1JS2LRpk83rzr7+8h8v/x+raz2eEM4UGhrKa6+9pj1evny5zevOfP/KtVV2JDBWE8HBwdp2XFycQ/vkH/nZsGFDp9dJiNKWk5PD448/zoQJE8jMzMTDw4MFCxbw448/OvU/dhcXF0aOHKk9PnDggM3rzr7+5HoWFd2oUaO0rh6HDh2ymRjfme9fubbKjgTGaiJvYlHA4YlFo6Ojte1WrVo5u0pClKqMjAyGDh3KokWLAAgPD2fPnj08/vjjpXK+/HO2XT21hrOvv+s9XsuWLR3aR4hr5efnp3X3yMnJITk5WXvNme9fubbKjgTGaiI8PFzrjHvo0CHMZnOx++StpwnYnaNOiIrKZDIxdOhQNmzYAMCwYcPYu3cvbdu2LdVz5sl/Wwucf/3l/yNX2NQl+WVlZWmjwhs1amQzAEGI0pL/msg/04Az379ybZUdCYzVhIeHB927dwcgLS3N5oIpTF4/LJ1Ox5AhQ0q1fkI40xNPPKGtEfvAAw+wYsWKUu9b9O+//2rbV0/46+zrr3///tr2X3/9Veyxtm3bps0RedtttxVbXojrFRsbq03yXbt2bdzc3LTXnPn+lWur7EhgrEaGDx+ubX/xxRdFlo2IiGDHjh0A9O7d+7pGkgpRlvbs2cMnn3wCQN++ffn8888LnTbHWdLS0mw69t9yyy0Fyjjz+uvTp4+2Zu6GDRs4e/ZskcdbsmSJtj1q1KgiywrhDMuWLdO2r74enP3+lWurjKii2oiLi1O9vLxUQHVzc1P//fffQssOHz5cBVRAXb16dRnWUojrM378eO29u3fv3us6VmZmpkPlJkyYoJ2zf//+dss4+/qbNm2aVmbcuHGFHmvv3r2qXq9XAbVr164O/TxC2GMymdScnJxiyx0+fFj19fXV3p9///13gTLOfP/KtVU2JDBWM88995x2ITRu3Fg9evSozes5OTnqM888o5Xp06dPOdVUiGtTp04dFVADAwOv+1gTJ05Un3jiCTUyMtLu69HR0erIkSO168Xd3V3dv39/ocdz5vUXFxdn80d5xowZBf6YHz58WA0NDVUBVVEU9c8//3T8hxfiKpGRkWqbNm3Un3/+Wc3Ozi7wutlsVr/++ms1ICBAe1/eeeeddo/l7PevXFulT1HVfGPdRZVnNBrp27cvu3fvBqyz0g8ZMoSWLVuSmprKunXrtBFfdevWZe/evdoErEJUdGlpaVqn88DAQKZOnVqi/fv160e/fv20x/fffz9Lly5Fp9PRoUMHunTpQo0aNUhPT+fw4cNs375d67/k4uLC119/zdixYws9vrOvv+XLlzN69GhtypKwsDAGDRqEv78///33H2vXrtUGAcyZM4eZM2eW6PchRH5RUVE0atQIsE4/06dPHxo1aoSbmxvnzp1j06ZNxMbGauW7devGxo0bbQa85OfM969cW2WgXOOqKBeXL19WBw4cqH16svfVqVMnNSIioryrKkSJnD17tsj3dXFfs2bNsjneAw884NB+LVq0ULdv3+5QHZ19/X3zzTeqj49PocdydXVV582bp1oslpL+OoWwER0d7dD14Orqqj7xxBOqwWAo9pjOfP/KtVW6pIWxmlJVlV9++YUvv/ySw4cPc+nSJWrVqkWrVq0YP348Y8eOtRnVJkRlkL8F5FrMmjWL2bNna4/T0tJYunQp69at49ixY8TFxWE0GvH19aVOnTr06NGD22+/nWHDhpVoYI2zr7/o6Gg+/vhjfv/9d6Kjo1EUhdDQUAYOHMj//vc/WrRoUZJfgxCF2rlzJ9988w27d+8mMjKS1NRUdDodwcHBtGjRgptuuokJEyZQv359h4/pzPevXFulRwKjEEIIIYQokkyrI4QQQgghiiSBUQghhBBCFEkCoxBCCCGEKJIERiGEEEIIUSQJjEIIIYQQokgSGIUQQgghRJEkMAohhBBCiCJJYBRCCCGEEEWSwCiEEEIIIYokgVEIIYQQQhRJAqMQQgghhCiSBEYhhBBCCFEkCYxCCCGEEKJIEhiFEEIIIUSRJDAKUYkdP36c1q1bU7t2bVauXFllzymqtoULFxIQEEDPnj25dOlSeVdHCGGHoqqqWt6VEKI8/P333/Tv3/+6j7Np0yb69et3/RW6BuPGfKbsZAAAGC9JREFUjeO7774DoG7dupw7d65KnlNUXRkZGQQEBJCTkwPAjBkz+L//+79yrpUQ4mrSwihEJVYen/fkM6YQFY/FYmHLli3ExsaWd1VEFeVS3hUQoryEhYUxa9asQl9/9dVXMZvNAEWWCwsLc3bVHPbyyy9z8OBBEhMTWbRoUZU9p6i6vL29eeedd5g5cyatW7fmySefLO8qVTpvvvkm77zzDpcuXWLTpk3Ur1+/vKskqiC5JS1EITw8PDAajYC0qgkhKq7Bgwezfv16oHy7yIiqTW5JCyGEEEKIIklgFEIIIYQQRZLAKIQQQgghiiSBUYjrtGTJEhRFQVEUJk2aBEBqairTpk2jfv366HQ6FEUhOTm5wL4HDhzgueeeo1evXtSuXRt3d3f8/Pxo3bo1U6ZM4dSpUyU+99X69eunldm1axdgncpk0aJF9OzZk1q1auHp6UnTpk15/PHHiYmJqXDnzM9isfD9998zevRowsLC8PT0pEaNGnTv3p0PP/yQrKwsAG688cYCdXCG48eP88wzz9C2bVv8/f3x8vKiUaNGjB8/nj/++MPuPsnJydSuXVurz9dff13kOb766iut7I033ojFYtFemz17tvbaggULtOe3bdvGvffeS3h4OF5eXgQHB3PDDTfwyiuvkJSUVKKf8Z9//uHRRx+lefPm+Pj44OvrS3h4OBMnTmT37t1F7vv3339r9Rs8eDAAJpOJuXPn0rhxY/R6PYqicPDgQW0fe++X/KKiorTXW7RooT2/detWxo4dS6NGjXB3d6devXo89NBDREZGFjjG3r17td9P3ntmwIABfPXVVyXqoxwbG8vMmTPp3LkzwcHBeHh4EBoayujRo/nxxx+LPVbez+Hh4WFzzBdffJF27drh7++Pn58fHTt25NVXXyUjI8PucfL/zvL6LwL0799fe15RlEL7M546dYoZM2bQrVs3AgMDcXNzo27dunTt2pXp06dz5MgRh38noppQhRB2ubu7q4Ba3GXy5ZdfauUeeeQRNSUlRW3fvr32XN5XUlKSts+ZM2fUAQMGFChz9Ze7u7v67bffOnxue/r27auV2blzp3ry5Em1ZcuWhZ7T29tb/euvvyrUOfNERESoXbp0KfJ31q5dOzUqKkrt1q2bTR2ul9lsVmfMmKG6uroWef6RI0eqmZmZBfZfsmSJViYsLEw1Go12z5OZmanWr19fBVQXFxf10KFDNq/PmjVLO878+fNVo9GoTpo0qcg61ahRQ/3zzz+L/RkNBoP60EMPqYqiFHm8Rx99VM3JybF7jE2bNmnlBg0apGZnZ6sDBw4scIwDBw5o+1z9frlaZGSk9nrz5s1Vi8WiTp8+vdD6+fn5qf/884+2/9y5c4v8eUaNGqWaTKZifz8ffvih6u3tXeSxevbsqV6+fLnQY+S/tlVVVX///XfVz8+v0OOFh4ersbGxBY6T/3dW1Fffvn1t9jObzeqLL76ouri4FLnfPffcU+zvQ1QvMq2OEE42adIkDh06RKtWrRg8eDAmk4m///7bpsz27dvZuHEjAC4uLnTv3p1WrVoRFBREXFwcq1atIiEhAaPRyP3330+bNm1o27btddctISGBO+64g9jYWNq0aUP//v3x9PTk0KFDbNiwAYvFQkZGBqNHj+b48ePUqlWrwpzz9OnT9O3bl/PnzwOg0+no2bMnHTt2xNPTk+PHj/PHH39w+PBhRo0aZdMqd71UVeXee+/l22+/1c5900030b59exRF4fDhw2zcuBGz2czy5csZNWoUa9asQVEU7RgTJkxg8eLFbN26laioKD7++GOmTp1a4FxvvfWWNpfeM888Q7t27Yqs24MPPsg333yDh4cHAwYM0FrgDh8+zKZNm8jJySE+Pp5hw4bx999/c8MNN9g9jsFgYOjQoWzatAkAd3d3brnlFlq1akV2djb//PMP27ZtA+Cjjz7CYrHw8ccfF/u7mzlzJn/88QcNGzbk9ttvR6/XX3eL71tvvcXrr79O/fr1GTZsGH5+fhw5coR169ZhNptJTU1lyJAhnD59mkWLFjFz5kx0Oh0DBw6kQ4cOJCcns27dOqKiogD49ddfefvtt5k+fXqh55w+fTpvvPGG9rh79+7ceOONuLm5cfz4cdatW4fRaGT79u3cfPPN7N69G3d39yJ/ju3btzNixAgsFgsDBgygY8eO5OTk8Pfff2stsCdPnuSuu+5iy5YtNu+n+++/X2s9/Prrrzl9+jRgfZ/ln+rr6mm/nn32Wd59913tcd++fWnXrh1eXl5cuHCBXbt2cfLkySLrLaqp8k6sQlRU19LC2L9/f1Wn06lPPvmkajabtTIWi0W1WCza46+++kr19vZWZ86cqSYkJBQ4ZmJiotq5c2ftuOPGjSv23I609jVq1Eh1dXVVv/jiiwLlNm7cqHp5eWlln3/++QpzTrPZrHbv3l0r17JlS/XgwYMFyp09e9Zuy8v1tjC+8cYb2rFatWql/vvvvwXKHDhwQA0NDdXKLV68uECZf//9V2vZqVmzppqammrz+rlz57QWrCZNmthtqczfwti1a1cVUG+55Rb17Nmzds/XrFkzrXzr1q3V7Oxsuz9j/lbKXr16qdHR0QXK/Pnnn2pAQIBWbuPGjQXK5G9hvOGGG1RfX1/1zjvvVLOysmzK5W+hLEkLo6+vr+rq6qreddddBX4/u3btUv39/bWyDzzwgOrm5qZ6e3sXaGE1Go3quHHjtLLBwcGFtjL+8MMPWrl69eqpW7ZssVvHtm3bauVefvllu8fKe93FxUUNDQ1VQ0JC1N27dxcol/89B6hr1661ezxVVdVBgwZp5TZt2lRouYiICK312MvLq9Cye/bsUT/55JNCjyOqJwmMQhTiWgJjXmjMHw7t2b17t3rixIliy+QdMyAgwO4xSxregCL/ELz22ms2Qc+e8jjnV199pZWpW7euGhcXV+jxsrKy1I4dOzotMMbGxqpubm4qoDZo0EC9ePFioWV37dplE87sefrpp7UyM2fOtHltwoQJ2mt//PGH3f3zB0ZA7d27d5G3U6Ojo21uef76668FyuR/r3Xq1EnNyMgo9Hj5w9Ott95a4PX8gRGst5ANBkOhx1PVkgVGQG3Tpk2hP/P8+fMLfGD45ptv7JZNSUmx+d3Y6xaRkZGh1qhRQwXrre6irtuoqCjVw8NDC6BXh2RVVW3q5e7uXqDLQX75b+U/8MADhZZzNDAuWrRIKzdx4sRCywlhjwx6EcLJ5syZY3PryJ4bbriB8PDwYsvUrl0bsA6aOHv27HXXrV27dvzvf/8r9PUHH3xQq3tkZCQJCQkV4pwfffSRtj1v3jzt92KPh4cHH3744XXU2NaHH36IyWQCrLdCi7pN361bN3r27AnA0aNHtduE+c2ePZt69eoB8O6773Lp0iUA9u/fz1dffQXA+PHjueWWW4qtm06n4/PPP8fV1bXQMg0aNODpp5/WHn/zzTcFyrzzzjva9qJFi/Dy8ir0eHfccQehoaEA/PHHHxgMhiLr+OKLLxZ7a7akZsyYUejPPH78eHS6K3/aOnXqxLhx4+yW9fPzY9CgQdrj/ANx8ixdupT4+HjA+rMUdd02bNiQ0aNHA9auGNu3by/y53jkkUeK7HLw8MMPa9t79+4t8liOyD/wrqh/YyHskcAohBPVqlWLXr16Oe14+fsfJSYmXvfxCvvDmad27do0bNhQe+yMdWmv95yJiYns2LEDgMDAQO68885iz9mrVy9CQkKuobYFrVq1Sjv3qFGjii3frVs3bdveH3kfHx/ee+89ANLT03nllVcAmDZtGhaLheDgYJs+ZkXp169fsR88AO6++25t++pRzjk5OaxZswaANm3a2NTfHkVR6Nq1KwDZ2dkcOnSo0LI6nY7hw4cXW7+SUBSFoUOHFvp6QEAAjRs31h4X935p06aNth0XF1fg9bx/f0VRePDBB4utX3H//vkVd23k72/qjA+MTZo00baXL1/O5cuXr/uYovqQQS9COFHeIIiSSkhI4Pjx45w6dYqIiAhOnTrFqVOnbKa2KK4lxxHFDaAAqF+/vjYYIC0trdzP+c8//2jbPXr0wM3NzaHzhoWFceHCBccrakdiYiLHjx8HrEHv1VdfLXafAwcOaNv2AghYW+kGDRrE+vXr+fTTT2nSpAmbN28G4O2336ZmzZoO1a979+4OlWvWrBm+vr6kpaURGxuL0WjUWv0OHz5Meno6YA1Fs2fPLvZ4+aetKexnBGtA8fPzc6iOjqpTpw7+/v5FlqlZs6Y2JVX79u2LLZsn7/eQX96HFR8fH5tpjApz+PBhbbuo3w0Uf23kXxPaGdfibbfdRkhICBcuXCAmJoZu3brxxhtvMHr0aPR6/XUfX1RtEhiFcKI6deo4XDY2NpYPPviAX3/9lTNnzpRira4ICAgotkz+W1U5OTnlfs68IAnYzMFXHEeDZVHyRmSDtYVnzpw5Jdo/NTW10NcWLFhAmzZtMBqNPPXUU4B1Dr3777/f4eM7GiwBatSooYWOpKQk7b2a/2f8999/+ffffx0+JhT9M5bkenCUr69vsWXy/9sXFy49PT21bbPZbPNaenq69vOlpaU59d/fzc3N5tz26PV63NzcMJlMBep2Lby8vPjll1+49dZbSUpKIjIykrFjx1K/fn0mTpzIo48+WqL3lKhe5Ja0EE7kaL+g77//nvDwcN5++22bsFijRg1uvPFGxo8fz+zZs2nWrJlT6+dI6+e1tJCW5jnz97sq7o+/s6WkpFzX/kX9kW/atCmPPPKIzXP5p21xRElahfLXJX8fv9L8GUujn1xJ35/X834uzd+No/Vy9vXYvXt3Dh06xN133629D2JjY5k1axYNGjTgscce0/psCpGfBEYhytiOHTu49957ycrKQlEURo4cyapVq7h48SKXL19m586dfPXVV8yaNYu6deuWd3XLXf75FEvS4umM1tH8gadv376o1pklHP4q6vZuWloaK1eutHnu008/ve46FyZ/8M7f6pv/Z5wwYUKJf8aStIhWNvl/Nw0bNizx72bJkiXlV/kihIaG8u233xIREcGzzz5LjRo1AGu3l48++ogOHTrISi+iAAmMQpSx2bNna2Hm448/5tdff2XYsGF2R98ajcayrl6Fkz/clKRPojM69AcHB2vbFy9evO7j5ffcc88RHR2NTqejd+/eACxevLjAJO9FcfT9ce7cOe32aJ06dWxu2Zbmz1jZ+fv7a624ly9fdupk8BVB48aNefPNNzl37hzz58/X3gvnzp1jxIgR2uwAQoAERiHKlMlk0gY3+Pr68tBDDxVZPn//veoq/235nTt3OrRPUlJSsetwOyI0NJTAwEDAuuKGvfXAr8WmTZv45JNPAOvUKV999ZU2COWRRx5xeICToz9j3uotQIGVXtq2bavd9ty7d2+VC0XXQ6fTaaOoMzMzq2yrm5ubG5MnT2br1q1aaDx9+jQbNmwo55qJikQCoxBlKD4+XvvUHhQUVGQftN27dxc7yrI66NatGy4u1vF5R44ccWg+usWLFzsl+CiKok2TZLFYWLp06XUfMyMjg4cffhhVVQkICODVV1+lYcOG2sCXkydPOjQaG2DlypUOtTJ+9tln2vZtt91m81pgYKAWiuLj4/ntt98c/VGqhT59+mjbX375ZTnWpHD5+6RmZ2df83FatmzJPffcoz2OiIi4rnqJqkUCoxBlKH+fqLNnz5KUlGS3XE5ODs8880xZVatC8/X1tZnLb8qUKUX+UTx16pQ2t6Ez5J88ec6cOQ61+sbExBAdHW33tRdeeEEb6DR79mxtVOqLL76ozR355ptvOtSadeHCBWbOnFlkmaVLl7JlyxbAOlF1/jkZ8+T/GZ966imHWlKPHDlS6Pu3Ksn/u1m0aJHNNE+FSUxM5L///ivNatnIP3K8sPcdWD+sFCf/yG5HZjgQ1YcERiHKUEBAgDZ5rsViYeLEiWRlZdmUSUxMZMyYMWzbts2hKUSqgxkzZmitjLt27WLEiBF2+yhu27aNfv36YTAYnDZg6LbbbtPmO0xKSqJXr1789ddfdsumpqYyb9482rZtazNXYZ6tW7eycOFCAFq1asXjjz+uvebj48Nrr70GWFuJJk6c6FAr6Ztvvsn06dPttjR+9tlnTJw4UXv8+uuv4+PjU6DcQw89pE12HRkZSa9evdi/f7/d8128eJHp06fTpUuX6x5FXBm0a9eOsWPHAtYuJbfccgs//fST3bIGg4GPP/6YNm3asGfPnjKrY/7pppYtW2bT9zD/SO2ZM2cyefLkQj/07Nu3j19//RWwjsC/6aabSqfColKSeRiFKGNPPPEEU6dOBeCXX35h9+7dDBw4kFq1ahEVFcWaNWtITU1l0qRJHDt2TOvzWJ116tSJuXPnMmPGDADWrFlD48aNGTJkCE2aNCEzM5Pdu3drq5gsWLCAn376yWaOwWul0+n4+uuv6dGjBxcvXuTcuXMMGDCANm3a0LNnT4KDg0lNTeXYsWNs27at0FvEWVlZPPjgg6iqCliXHMwLwXkmTJjAwoUL2bt3L7t27WLRokVMnjy50Lo9/PDD/Pzzz7zxxhssWbKEwYMHExISQkJCAhs3brRZmvCOO+7g0UcftXscb29vvv32W26++WbS09M5evQoXbp0oWvXrnTt2hV/f3+SkpI4fPgwu3fvdsoI9Mrko48+4uDBg5w4cYKUlBTuvPNOmjRpQt++falTpw7p6emcPn2azZs32538u7SNGDGCuXPnAtYPJZ06deLmm2/GYDAQHx/Pzz//DFjD48KFC/noo4/o3LkznTt3JigoSHv/btq0SfuQ8vTTT9OgQYMy/1lExSWBUYgyNnnyZPbt26f1h4uNjeWLL76wKTNu3Djef/99m3Vuq7vp06ejKAozZ84kOzub9PT0Ai09rq6uvP322zz++OM2r+Xv43UtGjduzI4dOxgzZoy2ksuRI0cKvW08atSoAqt4vPjii9oglVGjRjFgwIAC+ymKwgcffKCtRz1jxgxGjBhhs+JHfk2aNGHVqlWMGTOGuLg4u9O46HQ6Jk2axAcffFDknH7dunVj06ZN3HXXXZw+fRpVVdmzZ4/dljJFUXj44YdLZWLuiigwMJBt27Zx1113sXHjRsA6KMTeWuFgXbKxX79+ZVa/jh07MmnSJD7++GPAuo750aNHAet0UHnyPqBYLBb++ecfu7fXXVxceOGFF7QAKkQeCYxClDFFUViyZAnDhw/n888/559//iE5OZmaNWvSvn17/ve//zFixIjyrmaF9MILLzBixAgWLFjAhg0biI2NxcXFhQYNGnDLLbfwyCOP0Lx5c8B2mTdnLE/XuHFj9u3bx08//cTPP//Mnj17uHTpEhaLhYCAAJo3b06PHj245557bNYnBuvo7g8++AAADw8P3nnnnULP06NHD+6++26+++470tLSeOyxx7T1jO3p3bs3hw4dYsGCBSxfvlybqqdevXoMGDCABx98kE6dOjn0M3bp0oVjx46xbNkyVqxYwcGDB7l8+TI6nY7AwEBatWpF7969uffee2nUqJFDx6wqatSowZ9//sm6dev47rvv2L59O3FxcWRnZ+Pv70+TJk3o1q0bY8eOdXjJRmdatGgRbdu2ZfHixRw7dgxFUQgLC+OOO+7Qyrz22mt06tSJlStXsm/fPs6fP8//t3f3KApDURiGv+kUiYJZgYWWAdEVpHUHYpUNCBYqgmARtBeX4Q60sk9lJ5b+tUpUsHCmmsCAXIT50YnvU4Vwi1OFj9x7zr1cLspkMioUCnJdV57nfblzGvj09v65PwIAMZLL5aKzWtvtNjZ/w3q9XnRF3WAwULvdfnBFAF4BTS8AYudwOETdopZl3RyKDgC4H4ERQOxMJpOouaRUKn37DCMAvDq+ogBiZzQaRc+VSuWBlQBAPBAYATy93W539603w+Ewuo85kUjI87xfrAwAXgOBEcDTWy6Xyufz6na7Wq/XN9fs93s1m03V6/Xone/7ymazf1UmAMQWY3UA/AthGMr3ffX7fRWLRZXLZdm2rTAMtVgsNJvNdDqdovXValWNRuOBFQNAfBAYATy9dDqtZDKp8/ms6/WqIAgUBMHNtZZlqdPpqNVqGQdVAwDuR2AE8PQcx9FqtdJ4PNZ0OtV8Ptdms9HxeFQqlZJt23IcR67rqlarsQ0NAD+Mwd0AAAAwoukFAAAARgRGAAAAGBEYAQAAYERgBAAAgBGBEQAAAEYERgAAABgRGAEAAGBEYAQAAIDRB5k8Bd4vnSLfAAAAAElFTkSuQmCC",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -921,118 +387,56 @@
     }
    ],
    "source": [
-    "plt.figure(figsize=[6.4,4.8])\n",
-    "fig, ax1 = plt.subplots()\n",
-    "\n",
-    "# hypothesized limit lines\n",
-    "# ax1.plot(np.hstack((training_size[0:-1], 5250)), lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n",
-    "# ax1.plot(np.hstack((training_size[0:-1], 5250)), upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n",
-    "\n",
-    "\n",
-    "\n",
-    "ax1.errorbar(\n",
-    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
-    "    chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n",
-    "    linestyle=\"none\",\n",
-    "    linewidth = 1,\n",
-    "    color='black',\n",
-    "    marker=\"o\",\n",
-    "    markersize=10,\n",
-    "    yerr=chemprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] , \n",
-    "    markeredgecolor = 'black',\n",
-    "    capsize = 5, \n",
-    "    fmt='none'\n",
-    ")\n",
-    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n",
-    "\n",
-    "ax1.errorbar(\n",
-    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
-    "    chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n",
-    "    linestyle=\"-\",\n",
-    "    linewidth = 1,\n",
-    "    color='black',\n",
-    "    marker=\"d\",\n",
-    "    markersize=10,\n",
-    "    yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n",
-    "    markeredgecolor = 'black',\n",
-    "    capsize=5, \n",
-    "   fmt='none'\n",
-    ")\n",
-    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n",
-    "\n",
-    "ax1.errorbar(\n",
-    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
-    "    fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n",
-    "    linestyle=\"-\",\n",
-    "    linewidth = 1,\n",
-    "    color='black',\n",
-    "    marker='o',\n",
-    "    markersize=10,\n",
-    "    yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n",
-    "    markeredgecolor = 'black',\n",
-    "    capsize=5, \n",
-    "    fmt='none'\n",
-    ")\n",
-    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n",
-    "ax1.errorbar(\n",
-    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
-    "    fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n",
-    "    linestyle=\"-\",\n",
-    "    linewidth = 1,\n",
-    "    color='black',\n",
-    "    marker=\"d\",\n",
-    "    markersize=10,\n",
-    "    yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n",
-    "    markeredgecolor = 'black',\n",
-    "    capsize=5, \n",
-    "    fmt='none'\n",
-    ")\n",
-    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]]  , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n",
-    "ax1.plot([], [], label=\"Fastprop on SolProp\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n",
-    "ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n",
-    "ax1.plot([], [], label=\"Chemprop on SolProp\", color=colors[4], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n",
-    "ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 10, markeredgecolor = 'black',  marker=\"d\", linestyle=\"-\")\n",
-    "ax1.fill_between([0, 5250], 0.7, 1.0, label=\"Aleatoric range\", color=colors[3],alpha = 0.6)\n",
-    "ax1.set_xlabel(\"Training experiments\")\n",
-    "ax1.set_yticks([0.7, 0.9, 1.1, 1.3])\n",
-    "ax1.set_ylabel(\"Test RMSE (logS)\")\n",
-    "ax1.set_xticks([0, 2500, 5000])\n",
-    "ax1.spines[['right', 'top']].set_visible(False)\n",
-    "\n",
-    "#ax1.title(\"Approaching Aleatoric Limit\")\n",
-    "ax1.legend(prop={'size': 16}, loc=\"upper right\", bbox_to_anchor=(1.1, 1.1), frameon = False)\n",
-    "#ax1.text(10, 0.72, \"Lower aleatoric limit\", fontsize = 16)\n",
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n",
+    "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_nonaq_vermeire_predictions.csv\"))\n",
+    "vermiere_solprop_predictions = vermiere_solprop_predictions.rename(columns = {\"Solvent\": \"solvent smiles\",\"Solute\": \"solute smiles\", \"Temp\" : \"temperature\"})\n",
+    "solprop_solprop_predictions = fastprop_solprop_predictions.merge(vermiere_solprop_predictions[['solute smiles', 'solvent smiles', 'temperature', 'logST (method1) [log10(mol/L)]']], \n",
+    "                on=['solute smiles', 'solvent smiles', 'temperature'], \n",
+    "                how='left')\n",
+    "solprop_solprop_predictions.pop('logS_pred')\n",
+    "solprop_solprop_predictions.rename(columns = {'logST (method1) [log10(mol/L)]': 'logS_pred'}, inplace=True)\n",
     "\n",
-    "plt.show()\n",
-    "# show vermeire?\n",
-    "# TODO: ADD A LINE TO THE PLOT WHICH SHOWS THE RESULT OF JUST PREDICTING THE MEAN (ACROSS ALL TRAINING DATA)\n",
-    "# COSMO can do this"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Combined plot"
+    "mse_solprop_solprop, percentage_within_1_unit_solprop_solprop = stats(solprop_solprop_predictions['logS_true'], solprop_solprop_predictions['logS_pred'])\n",
+    "solprop_parity_plot(solprop_solprop_predictions['logS_true'],\n",
+    "            solprop_solprop_predictions['logS_pred'],\n",
+    "            'Solprop', \n",
+    "            [colors[2]],\n",
+    "            mse_solprop_solprop, \n",
+    "            percentage_within_1_unit_solprop_solprop)"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Figure 3"
+    "Plotting all together for Figure 2"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 365,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n",
+      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+     ]
+    },
     {
      "data": {
-      "image/png": "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",
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAABpEAAAQ4CAYAAADhMfRVAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3wb9f0/8JdkWbIsW/LelmUlcZaJMyELQgijgbDDSCAhhBXKKC0pZZQyCy18WaUtoWUFaAKlECBAwg6QYbKdHSeRZXlvS5YtD0n3+8M/HZYt27Jj+yTn9Xw8/HjId5+7e2skOt/73u+PTBAEAUREREREREREREREREQdyKUOgIiIiIiIiIiIiIiIiAIPk0hERERERERERERERETUBZNIRERERERERERERERE1AWTSERERERERERERERERNQFk0hERERERERERERERETUBZNIRERERERERERERERE1AWTSERERERERERERERERNQFk0hERERERERERERERETUBZNIRERERERERERERERE1AWTSEREREQDbNOmTZDJZD5/zGaz1OEREREREREREfmFSSQiIiIiIiIiIiIiIiLqgkkkIiIiIiIiIiIiIiIi6oJJJCIiIiIiIiIiIiIiIuqCSSQiIiIiIiIiIiIiIiLqgkkkIiIiIiIiIiIiIiIi6oJJJCIiIiIiIiIiIiIiIupCIXUAwcxut2Pv3r04duwYampq4HQ6ER0dDYPBgBkzZkCr1UodIhEREREREREFIYfDgdzcXBQVFaG6uhpNTU1Qq9VITEzEqFGjMGXKFCgUvKxDREREg4tnG310+PBhvP/++1i/fj327t0Lt9vtc5xcLsdFF12Ehx56CGecccYQR0lERETBwmw2Y/v27SguLoYgCEhKSsLMmTORmZkpdWhEREQkgS+++ALPP/88Nm/ejJaWlm7HRUVF4bXXXsOVV145hNERERHRqYZJpD5Yvnw53nrrLQiC0OtYt9uN9evX44svvsBf/vIXrFy5cggiJCIiomCxa9cu3Hvvvfjxxx99nltMmzYNL7zwAmbNmiVBdERERDTUzGYzFi1ahNzcXL/G19fXY//+/UwiERER0aDinEh9sH37dr8SSB25XC78/ve/x3/+859BioqIiIiCzSuvvIIZM2bghx9+6PbcYseOHTjzzDPxz3/+c4ijIyIioqH2448/YsqUKX4nkIiIiIiGCpNIQ+Q3v/kNmpqapA6DiIiIJLZu3TrccccdaGtr63WsIAi488478fHHHw9+YERERCSJY8eO4bLLLkNtba3UoRARERF1wXZ2/RQfH49Zs2ZhypQpiI+Ph1KphMViwdq1a3H06NEu42tqavDuu+/i1ltvlSBaIgpUmzZtwnXXXYfIyEh89NFHGDdunNQhEdEgW7lyZZ8qmwVBwB133IF58+YhMjJyECMjIiKioSYIAq6++mrU1dV1O2bSpEm46KKLYDAYIJPJYDKZsGHDBuzevXsIIyUKLMuWLcPq1asBANu2bcP06dMljoiIaPhiEqmP5s2bh3vuuQfz589HSEhIl/V//OMfcfnll2P9+vVd1n377bdMItGw8vDDD+PJJ58EACxatAhr1qzp8z4cDgcSEhJgt9sREhKC4uJiJCUlDXSoAev+++9HaWkpAOCJJ57A2rVrJY6IiAab2+0GAIwaNQpLlixBRkYGysrKsHbtWuTl5fncprS0FO+++y5uv/32oQyVaNAYDAYUFhb6Pf6FF17APffcM3gBERFJ5IMPPsDevXt9rouIiMDrr7+Oq6++usu6J598Et9++634twRRsNq+fTs2bNiA7777DsXFxaisrERzczPCw8ORnJyMUaNGYebMmbjyyiuRlZUldbhERKckJpH64N1338XEiRN7HBMSEoLHH3/cZxKJdwnRcHPdddeJSaT169fD4XBArVb3aR+fffYZ7HY7gPYk7amUQALQ53nWiGh4WLx4Md58800olUpx2cqVK7FixQq89tprPrd5++23mUQiCjBWqxU6nU7qMIgoiL300ks+l8vlcnz44Yc4//zzu9123rx5gxUW0aDbtGkTHnjggW7nAbPZbLDZbDh69Cg+++wzfPnll9i0adPQBklERACYROqT3hJI1dXVKCgowOHDh7tdTzScjBkzBhMnTsTevXtht9vx+eefY+HChX3aR8fKm+uvv36gQwx4Tz31FJYsWQKtVouHH35Y6nCIaAiMGzeuSwIJaL8R5e9//zu+/fZbFBQUdNlu586daG5uRlhY2FCFSjToFAoF/v3vf/c67vTTTx+CaPxTVFSEF198ER9++CGWLVuGRx99VOqQiChI2Ww2/Pzzzz7XLVy4sMcEElGwcrlcuPfee70SqGq1GnPnzsXkyZORmJgIhUKBmpoaHDhwAD/88APKysokjJiIiJhE6ofm5mZ8/fXX+Pnnn3HgwAGYTCYUFBSI1RTdsVqtQxQh0dBZvHix2H7h/fff71MSyWaz4YsvvgAAhIeH4/LLLx+MEAPavHnz2IKC6BTzu9/9rksCyUOlUmHZsmV45JFHuqxzOp04cOAApk6dOtghEg2ZkJAQLFu2TOow+mTLli14/vnnpQ6DiIaBrVu3wuVy+Vx3Kt5gR8NfS0sLLrvsMmzcuBFAe8vG++67D7/73e+g0Wh8buN2u/Hdd9/hxx9/HMpQiYioAyaR+sBms+HJJ5/EK6+80mvCyBe2raLhaNGiRbj//vvhdrvxxRdfoLGxsduTv84++ugjtLS0AAAuu+wyREREDGaoREQB4eyzz+5xfU+TAldWVg5wNERERCSVnm4mmzRp0hBGQjQ07rzzTjGBZDAYsGHDBowZM6bHbeRyOc4991yce+65QxEiERH5IJc6gGBhNpsxdepUPPvss/1KIBENV2lpaTjzzDMBAE1NTT7nA+vOe++9Jz7mnXZEdKpITEzs93pWNRMREQ0fPbW8j4qKGrpAiIbAO++8I879mZCQgM2bN/eaQCIiosDASiQ/OJ1OXHrppTh27FiXdRqNBrNnz8bkyZOh1+vFn9NOO02CSImksXjxYvzwww8A2lvaXXvttb1uU1VVhW+//RZA+wXT8847b1BjJCIKFApF/0+/QkJCBjASIiIiClR2u52dGmjYaGtr85oD+O2330ZqaqqEERERUV+wEskP7733Hvbt29dl+Zw5c3DixAls3LgRTz31FFasWIELL7wQY8eOlSBKIulcddVV4vweGzZsgM1m63WbDz74AE6nEwBw7bXX+ryoarFY8OCDD2LixImIjo6GWq2GwWDA4sWL8fXXX/e4/0cffRQymQwymUyseMrLy8PFF1+MuLg4yGQy3HPPPT2OLy4uxn333YexY8dCo9EgJiYGF198MbZu3drleF9//TUuv/xyGAwGqFQqJCcn48orr8SWLVv6HGdPvvrqK1x//fUwGAwICwtDdHQ0Jk6ciD/84Q8oKSnpcVuDwQCZTIawsDAA7b2lX3/9dUycOBEqlQoymUyc36ojp9OJ119/Hb/61a+QkpICpVKJhIQEzJkzBy+88AIcDkevcROR/+rq6rpdFx0dPYSREAWuPXv24L777sOsWbOQkJAApVIJnU6HSZMm4YEHHkBFRUWv+2hubsZrr72GBQsWIDU1FUqlEjExMRg/fjxuvvlmfPfdd+LYTZs2id/XixYtEpc/9thj4nKZTAaDweB1jLfeektc9+KLLwJo//796KOPsGDBAmRkZEClUiEpKQm/+tWvsHr1arjd7h7j7u/3OdB+HnHrrbdi/PjxiImJgVKpRHJyMs466yw8+eSTfrXM9By/Y5WExWLBQw89hJycHERFRSEiIgJjx47Fb37zG5w4caLXfRKdquLj47tdd/DgwSGMhGhwvfPOOygsLAQAnHPOObjgggsG5TjV1dX485//jEmTJonfR+PHj8f999/fY+VfZ7m5ubj11lsxatQohIeHQ6vVYty4cbjrrrtw9OjRHrc9++yzxe/+8vJyAMDOnTuxZMkSZGZmQqVSITU1FTfffDOKioq8tm1tbcWbb76Js846C4mJiQgLC8OIESNw++23i6+fP8etr68H0H7z7tNPP42pU6ciNjYW4eHhGDFiBG655Rbs2bOnx/11PPdZsWIFgPbW2itWrEBGRgZkMhkmTpzoc1u73Y6///3vuPjii5GRkYHw8HBEREQgMzMT11xzDd57771ez3c6Hr/jtZtvvvkGV199NYxGI8LCwhAfH485c+bg5ZdfFqdLIKJBIFCvFi5cKADo8nP48GGf40+cOOFzPF9uGs4uueQS8XP+zjvv9Dp+9uzZ4vgdO3Z0Wf+3v/1NUKvV3f5bAiBcc801QnNzs8/9P/LII+K4tWvXCt98840QGhrqtf1vfvObbsdv2rRJiI2N9XlcuVwurF27VhAEQXA6ncLtt9/eY5wvv/xyt69D5+N2p76+XliwYEGPx1Gr1T3uIyMjQwAgqFQqQRAEYfny5V32sWfPHq9t9u/fL4wZM6bH4+r1emHfvn3dHpfoVPT99993+2+murq6x23/+c9/drttXl7eED0DosHV+TvJXzU1NcL8+fN7/F4CIMTFxQm5ubnd7mfHjh1iDN39TJkyRRzf07/pjj8ZGRlex3nzzTfFdS+88IJQW1vba/xnnHFGj/9P9Of7/MSJE8L06dN7jT8iIkJYtWpVj++B5/g6nU4QBEH44IMPhIiIiG73qVKphNdee63HfRKdqn766adu/+3cfvvtUodHNGAuvPBC8bP9ySefDMg+b7jhBnGf27ZtE3Jzc4WUlJRu/00lJycLhw4d6nGfLS0twvLlywWZTNbtfhQKhfB///d/3e5jzpw54tiysjLhxRdfFEJCQro9Xzl48KAgCIJQVVUlzJw5s9vjarVaYevWrX4dt66uTti0aZOQmJjY7f7kcrnw2GOPdbu/juc+t912m1BcXCykp6d77SMnJ6fLdm+//Xa311I6/mRnZwtHjhzx6/i/+c1vBIfDISxbtqzHfWZlZQknTpzodp9E1H9sZ+eH/Px8n8uTk5N9Ln/33XcHMxyigLR48WJ8+umnANpb2vU0x1FxcbFYoTN69GhMnTrVa/2jjz6Kxx57DAAQHh6Oq6++GlOmTEFISAgOHDiA//znP7BarXj//fchl8uxZs2aHmOz2Wz49a9/jbCwMNxxxx0YPXo0iouLodPpfI43m81YsWIFQkND8fvf/x4jR45EaWkp/vOf/+D48eNwu91YsmQJpk6dilWrVuGVV15BdHQ0li9fjqysLJSVlWHt2rXiHUq//e1vMWfOnH63ubRarTjrrLPEishRo0Zh4cKFMBgMsNls+O6777BhwwY4HA4sXrwY0dHRvd7Z9c477+CNN97Aaaedhuuvvx7h4eHYvn07QkNDxTG7d+/GvHnzxLuYzjzzTMyfPx9xcXEoLS3FunXrkJeXB4vFgrlz52L//v3d/r9IRL/Iy8vDOeec0+16z2TDnanVaowbN26wwiIKChaLBRs2bAAAJCUl4YILLsC4ceMQHR2NoqIirF69GhaLBdXV1Vi4cCGOHDkCjUbjtY/CwkKcd9554vfbzJkzMX/+fCQmJqK+vh55eXn44osvvLYZM2YM3nzzTQDAzz//jFWrVgEALr30Ulx22WXiuJ5aT7lcLlx66aX46aefMHLkSFxxxRXIzMyEw+HAli1b8PHHH8PlcuHnn3/G+eefj9zcXK/vZV/8+T7fu3cv5s2bh9raWgBAXFwcLr/8cowfPx4qlQoWiwXr16/HgQMHYLfbsWLFCtTV1eH+++/v8dgA8OWXX+Lqq69GSEgIrrjiCsycORMREREwm83473//C5PJhJaWFtxyyy2IiorClVde2es+iU4l06dPh1ar9dnJ4c0338SKFSswYcIECSIjGjhtbW348ccfAbS3Zp47d+6AH6OgoAC//vWvYbfbcc0112DWrFmQy+XYsmUL/vvf/8LlcqGsrAyLFy/Gzp07fbaIbmtrw0UXXYRvvvkGAJCamoprrrkGWVlZcDgc2Lp1Kz766CM4nU6sXLkSkZGRuPXWW3uMa926dbjnnnswduxYXH/99YiNjcXhw4fx1ltvwWq1orq6GpdccgkOHjyIBQsW4Oeff8aoUaOwdOlSxMfH4+jRo3jrrbdQV1cHm82GxYsX49ChQ1Cr1T0ed9++ffjVr36FlpYWXHDBBZg7dy6io6NRUlKCdevWYf/+/XC73XjkkUcQERGB3/3ud72+xkuXLkVxcTEWLVqE2bNnw2az4fjx415jnnjiCfzpT38Sf580aRIuvPBCpKenw+FwYN++fVi3bh3q6+tx4MABzJw5E5s3b/aro9NNN92ENWvWICUlBQsXLsTo0aPhdDqxa9cu/Pe//0VzczPy8/Mxd+5c5OXlcV45ooEmdRYrGIwaNcpnhvuVV17pMvbrr78WVCpVt1lxouGqqalJvAtVqVQKdXV13Y599tlnxX8TTzzxhNe69evXi+umTZsmFBUVddm+vLxcmDhxojhuw4YNXcZ0rPCZOHGiEB8fLxw9erTbmDqOV6lUwpgxY4Ty8nKvMc3NzcK5554rjps5c6Ygl8uFzMxMwWKxeI1taWkR5s6dK4695ZZbej1ud1VEHashH3roIcHpdHYZs379erHSKi0tTWhtbe0yxnPncGhoqDBu3Dhh4cKFPscJgiBYrVZhxIgRAtBe4fTRRx91GeN2u4UHH3xQjO2aa67xuS+iU1FPVQsLFy7sdrvDhw93e6finDlzhu4JEA2y/lYi7dmzR0hKShLeeustoa2trct6q9UqnHbaaeK/m3/9619dxtx2223i+j/+8Y8+j+NwOIR169b5XLd27Vpx+0ceeaTHeDtWIqWlpQkAhD/96U8+Y9+xY4cQHx8vjn/qqad87rMv3+d1dXVCZmamuM+lS5cKVqu1yzi32y2sWrVK/P8nJCRE2Lx5c4/HV6lUQnx8vDBy5Eifd3a3tLR4vdbx8fE+j010qrv55pu7PWdISUkRtmzZ4nM7t9stfPzxx8Jbb701xBET9c2+ffu8/jYfKB0rkWJiYoTExERh586dXcZ99dVXgkKhEMdu3LjR5/5WrlwpjrnxxhsFh8PRZczPP/8s6HQ6AYCg0Wh8Vg53rAhSqVTC1Vdf3eV7urCwUEhNTRXHeTq1LFiwoMtxLRaLkJSUJI79z3/+4zP+jsdNS0sTEhISfH6Xu1wu4fHHHxfHhoWFCSaTqcu4jn/PTJw4UZDL5cL//vc/n8cWBEH4+OOPxfE9dUmpqakRLr74Yq+KJF/nMR2P7zmHuvnmm4WmpqYuY48fPy6MHDlSHH/rrbd2GycR9Q+zGn7o2Har409ISIiwbNky4V//+pewatUq4eqrrxbkcnmPpZVEw9n1118vftbfeOONbsdNnjxZACDIZDKvkxWXyyV+8aekpAg1NTXd7uPw4cPiv7cLL7ywy/qOyRkAPpMg3Y2Xy+Xdtow6fvy4V2m7XC73eaIqCIKwe/ducVx6enqvx/V1kvXDDz+I61esWNHjc3jggQfEsf/973+7rO/Ytic5OVmw2+3d7uuxxx4Tx7733ns9HtdTcq9QKITS0tIexxKdKnprffX3v/+9yzbl5eVCdnZ2t9u8/vrrEjwTosHh+U5SKBTCm2++2eNPx5tFqqurhaqqqh73vW7dOvHfzdVXX91l/YQJE8TzkP4kNfqbRAIg3HPPPT2O/+6777y+q30lm/ryfd7xPOOKK67o9bk999xz4vhzzz3X55iOx4+KihIKCgq63Z/b7RbOPvvsHv/vIzrVmc1mQalU9njeMG/ePOHpp58WVq9eLfzrX/8S7rnnHvGGr97+HyKS2jfffCN+ln/1q18N2H47JpHkcnm3Nz8IgiDccsst4tiObe09TCaTeCPF/PnzBbfb3e2+Xn31VXFfzzzzTJf1HZM5er1eaGxs9LmfN954w+vfeVpammCz2XyOff7558VxS5Ys8Tmm43FDQ0OF7du3d/scBEEQli5dKo5fuXJll/Wd/565++67u92X0+kU/08CIHz88cc9Hru1tVW8LgRAePfdd3s9/mWXXdbjPg8fPize1B8WFtZrC3Ei6htmNfzQ8U57f35YiUSnqg0bNvR6cnj06FFxzOzZs73WdaxC8lXp15mnt394eHiXiywdL5qMGDGi1311HH/++ef3OLZjFdTFF1/c49iOdwz5OiHsLYl05ZVXCkD7nTw9JdUEQRCOHDki7svXnTcdL/p0rgDryOVyCQkJCQLQPi9Db1atWiXud82aNb2OJzoV+DN/ynnnnSf8/e9/F958803h3nvv7bF3eFxcXLd/gBIFo97mI+r409cqvJqaGnHbSZMmdVk/fvx4cb2vO297098kUlRUlNDQ0NDr/jteBPJVgdCX7/O4uDgBaK8S9+dGD6fT6TXfQedK674c36Pj/4fnnXder+OJTkUvv/xyn645dPxhEokC3fvvvy9+XhcvXjxg++2YRLr00kt7HNsxkTVv3rwu6++9915xfW/zJtntdrGyyde1g47f491VFQtCe7Vwx3/Lzz33XLdjDx8+LI6bPHmyzzEdj3vTTTf1+BwEoX2+RM8NsqNGjeqyvuP3t0wmEwoLC7vd16effur3NRKPr776StzmnHPO6fH4ISEhPd604tHxM9FdxRYR9Y8c1KvbbrsNKpXK7/EvvPDCIEZDFLjOPfdcJCQkAAC++eYb1NTUdBmzdu1a8XHneZO++uor8fEVV1zR6/GysrIAAE1NTSgoKOh2XG/zA3V29tln97h+9OjR4uMLL7ywx7EjR44UH9fV1fUpDrfbjW+//RYAMHfuXMTExPR6LJlMBgA4cOBAj2N7ek327t2LyspKAPBr7gLP++DPcYnoF19//TXuvPNO3HjjjXjuued8/p/p8dJLLyE8PHwIoyMKTnV1dTCZTJDL2//MsVqtXcZMnz5dfHzrrbf6HDMYLrzwwh7nTOo4zmPHjh09ju3p+3zfvn2orq4Wx/kzb2FISAgWLlwo/r558+Yex19zzTW97vOss84Sn3dvz4foVHXnnXfinnvukToMokHX0tIyKPu9+OKLe1zfcX5izxyBHXmuRYwbN67X+Xk0Gg1SUlIA9P73b0/XFqKiopCYmCj+3tO1hY5/6/tzXcGf72ej0YgxY8YAAI4dO9bj+dDYsWOh1+u7Xe+5bgEAy5Yt6/XYQPv1o9jYWABAbm4unE5nt2PPOOMMGAyGXvfZl3MoIuobJpH8oNfr8c9//lP8D7snv/3tb7FkyZIhiIoo8CgUClx11VUAAKfTiY8++qjLmPfeew8AoFQqcfXVV3uty8vLEx8nJiZCJpP1+PP222+L432dCHr4M0ljR6mpqT2u12q14uPMzMwex+p0OvGxw+HoUxyFhYXipN9ffPFFr6+HQqGAIAgAen49gJ5fk47vw3333dfrcc855xxxfG/HJSLv/xf8sWzZMixevHiQoiGSlkqlgtDeHaHbn02bNnXZrrW1FRs3bsTjjz+ORYsW4fTTT0dsbCxiYmIwbdo0uN1uAIDL5eqy7QMPPCB+l3/zzTcYOXIknnzySZSWlg7qc/X3fKTjzRnl5eX93mfH7/MZM2b4dWygfRJsj2PHjnU7TqFQeN0s0x25XI4RI0YAAOrr6wftAiJRsHvhhRfwyiuv9OkGVqJg4EkUAIP396LRaOxxfccbMjv/Xe5yucRk0KFDh3r9+1cmk8FisQDo/fkM1LUFhUIh3lDmz3WFgT7n6G1//TnnkMlkyMnJAdB+Y3BP52GDcQ5FRH3DJJKfli9fjk8//bTbP5T0ej3efPNNPP/880McGVFg6Xih8/333/dat3fvXhw5cgRA+x0i0dHRXus9d8v2R08nUlFRUX3al1Kp7HG95+5mAL3+kadQKMTHngSPvwbr9QgJCenxTujBOi4RtXvrrbcQHx/v19jly5fj9ddfH+SIiIKH2+3Gs88+i+TkZMyfPx+PPPII3nvvPezYsUO8kNPbd/OIESOwadMm8e7b6upqPPzww8jIyMCiRYvw888/D0rs/lQhdR5nt9u7HdeX7/OkpCS/jg0AcXFx4uOe7nbWaDR+3WQH+P+ciE51K1aswIkTJ3DnnXd6XXj3RalU4sILL8Rll102NMER9VPHSthDhw4NyjHUanWP63v6u7y2trbPf6t7NDc397h+MK4t+BPrQJ9z9HZNxXPOIZPJxO40/vD3nGOgnw8R9Z2i9yHksWDBAlx44YXYvn079uzZg7q6OsTFxWHUqFE466yzEBISAqD9P63+fgERBbuZM2ciMzMTBQUF2LRpEyorK8WTiJ5a2QEQy5dlMhneeOONPh3XcyHIl44njMGkYzn3mWeeieXLl/u9bU8nWb29Hh2Pe8stt2DmzJl+H9efO5KJTnUjR47E3r17ceedd+KTTz4RKyY6ysnJwZ///GdcdNFFEkRIFLiuv/568XxCJpNh5syZmD59OsaNGwej0YgRI0YgLS0NarW6x4qXSZMmYd++fXj33Xfx4osvYt++fXA6nXjvvffw3nvvYdGiRXj11VcRGRk5VE9N1NjYKD4+me/z1tZW8bHn7xR/dLyg1ZfteuLvcyKi9sqFl19+GS+99BL27NmDgwcPorq6Gk1NTQgLC0NcXBxGjhyJSZMmQaPRSB0uUa/GjBmD6Oho1NXVoaKiAvn5+V4VI1Lr+Pfv2LFjcd9990kYzdAa6HMOmUzmdR7Rm4E+5+D5BtHgCc4rqxKSy+WYPn26Vy91IvK2aNEiPPXUU3C5XPjwww9x++23QxAEsTIpKioKCxYs6LKd5+4WQRBw1VVXnfJ/FHW82ycxMdHv3sIDedycnJwhOy7RcHL22Wf3ekPJRx99hPLycnz//fcoKSkB0H6n5umnn45Ro0YNRZhEQeXDDz8UE0jTpk3D22+/3e1NJP7c0BUaGoobb7wRN954I7Zt24Z//OMfWLt2LdxuN9auXYuSkhJ8//33fboY0hN/bzLztMgB4HfVoi8dW/d45jr0R1VVlfi4p0qIvtw0V1RUBACIjIxkqy4iP8nlckyZMgVTpkyROhSikyKXy3H22Wdj3bp1ANqr8p966imJo/pFx79/NRrNsPj7V6pzDrfbjZqaGq8Ko54M9DnHQD0fIuqK7eyIaMBdd9114mNP4mjbtm0oLCwEAFx11VU+LyB07GO8b9++QY4y8On1evFunKF8Pfg+EA2dpKQkLFq0CCtXrsTKlStx3XXXMYFE1I3//Oc/4uN///vf3SaQbDabVxWOP2bMmIF3330XP//8s3gR48cffxQveA2EiooKv8Z1bKc3efLkfh+v413efWnRt3fvXvGxZ64CXxoaGvxqY3v8+HHU1NQAOLnnQ0REwevmm28WH69atUr8XggEarVabPt6+PBhr8qkYOXPOUdjY6M4F1RGRobXzSd91Z9zDkEQxLmUEhISvNoedjbU51BE1BWTSEQ04MaNG4cJEyYAAH766SeUlZXhvffeE9f7amUHwKtt2v/+97/BDTIIaDQa8eJNfn4+9u/fPyTHPeOMM8S7rtevX9/nC3FERESDwTOvolwuF88zfPnhhx/6fYypU6fiL3/5i/h7bm5ulzEd5wHy1Y6yO1999VWvYxoaGvDpp58CaD8PmDZtmt/772zGjBniHBGff/65X3Meut1u8RxMpVJh9uzZ3Y4VBAFff/11r/t89913xcdz587tdTwREQ0/F154ISZOnAigfe6bG2+8UdqAOvFci2hsbMSGDRskjubk+XPO8cEHH4h/65/s9/M555wjPn7rrbf82ua7774Tz03mzZvX49hNmzahra2txzEul8ur5fGcOXP8ioOI/MMkEhENCk81ktvtxueff46PP/4YQPsdLmeeeabPbRYuXIjQ0FAAwKuvvor8/Pxej1NdXd3ryUQwW7x4sfh45cqVfpVxl5aWntQxo6KicOGFFwIAysrK8Oyzz/a6jSAIKCsrO6njEhER+cPtdostIDtzuVwn3SKn4524vvrzd5y8u2Mblt7s2bMHH3zwQY9j/vSnP6GhoQFA+znAybT2DQsLww033AAAcDgcuPvuu3vd5uWXXxYrx2+44QZotdoexz/66KM93mxSXFyM559/HkD7a9mX+R2JiGh4ef3118WOJOvXr8eyZcsCpuqn49/dDz30EJqbm3vd5mT/7h5Mzz77LOrq6rpd39DQgEceeUT8/ZZbbjmp4y1cuFBsYffhhx9i48aNPY53Op144IEHxN/vuuuuHsdXVFTgxRdf7HHM3//+d5hMJgDAueeei8zMTD8iJyJ/MYkUQI4cOYKVK1di0qRJiIyMhEKhgFarxfjx47F8+XLs2bNH6hCJ/LZo0SLxTt21a9eKvfAXL17sdQdvR8nJyeLFhcbGRpx//vnYtWuXz7FOpxNvv/02srOzvSZPHG5uuukmJCYmAmi/m+j666+HzWbzObasrAx33XUX7rzzzpM+7gMPPCBWI/3pT3/Cc889B5fL5XPs3r17ccEFF4itC4mIiAbD+PHjxccPPvhglyqg5uZmLFu2DDt27Oj2XAMArrjiCq+WbR25XC688cYb4u++5kE1GAzi440bN6KlpcXPZwAsX74cX3zxRZflgiDgmWeeES+QREZG4qGHHvJ7v9156KGHxKTY2rVrcfPNN8Nut/sc+9prr2HlypUAgLi4OPzpT3/qdf979uzB1VdfLSa+OjKZTLjgggvEdXfccQfS09P7+1SIiCjITZ48GX//+9/F7+jVq1dj5syZ+Omnn3rczm6347XXXhvUuYouu+wy8Txj//79WLBgQbct1Orr6/HII4/g8ssvH7R4TlZxcTEuuugin8+hsrISCxYsEOcPuuSSS7y6wvSHRqPB448/DqD9nGbhwoXd3jhTV1eHq666Cjt27AAAXHvttZgxY0avx3jwwQe9ztE6evfdd8VzmJCQEPz5z3/uz9Mgoh4opA6AgNbWVjz00EN4/vnnu/wx3NDQgEOHDuHQoUNISEjApEmTJIqSqG/S09Mxe/Zs/PTTT/juu+/E5d21svP4v//7P/z00084dOgQCgsLMW3aNJx33nmYM2cO4uPjYbPZcOjQIWzcuDGg7/wZKFFRUVi9ejUuvvhitLW1Yc2aNdi4cSMuv/xyTJgwAWFhYaioqMDWrVvx/fffo6WlBZdeeulJH3fmzJn44x//iMcffxxutxsrV67EqlWrcOmll2LEiBFwu90oKirC999/j+3btwOAWL1EREQ0GG655Rax1do777yD/fv344orrkBCQgJMJpN408pjjz2Gp556qtvkznfffYd169Zh2rRpmDt3LjIyMiCTyVBcXIwPP/wQR48eBdCeQLr44ou7bJ+dnY309HQUFRXBbDbjjDPOwOLFi6FUKrFz506v9m0dXX755fj8889x0UUXYd68eTj//PMRFRWFkpISrFu3TmxbK5fLsWrVKmRkZJz0a5aWloa1a9fi0ksvRXNzM15//XV8+umnuPzyyzF+/HioVCpYLBZ89tln4jyIarUaa9euRWpqao/7VqlUmD9/Pj7++GOMGDECixYtwtixY9HS0oKdO3fiww8/FOdMmjx5Mp5++umTfj5ERBTcbr75Zmg0Gtx4441oaWnBjh07cNZZZyErKwsXXHAB9Ho9oqKi0NjYiNLSUuzZswebN2+Gw+EY1PZkISEhWLNmDWbNmgW73Y5vv/0WI0aMwKWXXoopU6YgMjIS1dXV2LFjB77++mvY7fYe5w2U2rXXXov33nsPo0aNwjXXXINJkybB7XZj//79+O9//4v6+noA7TfGvPrqqwNyzNtvvx07duzAm2++icbGRlx99dWYMmUK5s+fj7S0NLS0tGDfvn346KOPxCqpyZMn41//+lev+z7//POxY8cO3HTTTVi1ahUuueQSJCYmorKyEp9//jm2bdsmjn3yySdPqh0wEXVDIElZrVZh6tSpAgDxZ+rUqcItt9wi3H///cINN9wgzJo1S5DL5cIf/vAHqcMl6pNXXnnF67M9adIkv7arrq4W5s2b57Vtdz+LFi0SWltbu+zjkUceEcesXbu212P2Zfxtt90mjv3+++97HHvppZeKYw8fPtzv43755ZdCQkJCr69HVFSU8O677/rcR0ZGhgBAUKlUPcbc0V//+ldBqVT2etzRo0cLu3fv9nu/RER0auvPd5IgCMJDDz3U4/fRrbfeKrhcLkGlUgkAhIyMjC77iIqK6vV7be7cuUJlZWW3cXzwwQeCXC7vsl3n47355pviuqefflr44IMPBI1G0+1xdTqdsGbNmgF/7bZu3SoYjUa/vs937Njh9/FtNptw7rnn9rjPCy64QKirq/M7ViIiGv727dsnzJ8/36+/+T0/N954o9c+brjhBnHdtm3bej1mx++67uzevVvIzMzsNRa1Wi383//9n899zJkzRxxXVlbWY0yjR48Wx/ZGp9MJAITExMRej1tUVCRcd911PT6HqVOnCoWFhd0e7/vvvxfH3nbbbb3GJwiC4Ha7hccff1w8D+vuRyaTCdddd51gt9v9Pv4PP/wgxMXFdbvPsLAw4fnnn/crTiLqO1YiSai1tRWXXXYZdu7cCQA4/fTT8e9//9vnRMFlZWXdltISBaqrrroKd999tzhnUW9VSB6xsbH45ptv8MUXX2DNmjXYunUrKioq4HK5EBUVhaysLMyaNQvXX3+9V2ub4ez888/H8ePH8e9//xufffYZDh06hJqaGoSFhSEhIQETJkzAr371K1x77bXQ6XQDdtz77rsPV199NVatWoWvv/4aBQUFaGhoQEREBNLS0jBlyhRcfvnluOiii6BQ8CuFiIgG15NPPok5c+bgH//4B7Zt24ba2lrEx8dj8uTJuP3223HRRRf1uo9t27bhrbfewqZNm5Cfnw+bzQaVSoW0tDScfvrpWLRoUa/VtQsXLsTGjRvxl7/8BTt37kRzczOSk5Nx7bXX9rpdTk4OXnjhBXz55ZcoKSmBRqOB0WjEggULsGLFCrGN7UCaMWMGjhw5gv/85z/49NNPsWvXLlRVVUEmkyEhIQGnn346Lr30UlxzzTU+54HqTmRkJL788kusXr0ab775Jg4dOoTGxkYkJiZi+vTpuP7667FgwYIBfz5ERBTcTjvtNHzxxRfYs2cP1q9fj++++w6FhYWoqqpCS0sLNBoNkpKSkJWVhZkzZ2LBggXIzs4e9LgmTZqEI0eO4K233sLHH3+MvLw8VFVVITQ0FLGxsTjttNMwb948XHfddYPyfT1QFAoF3n33XVxxxRV49dVXsXfvXtTX14vnTNdccw0WLVoktrAfKDKZDA8//DCWLVuG1157DV999RVOnDiBuro6aLVapKenY+7cuVi6dGmfOy2dddZZyMvLw0svvYRPPvkEFosFSqUSGRkZuOCCC7BixQoYjcYBfT5E9AuZIPgxSzsNiscff1ycyO7iiy/GRx99xIuwRERERETDxFtvvYUbb7wRAPD000/j/vvvlziik2cwGFBYWAiVSuXXxONEREQ0+M4++2z88MMPANpvRE9KSpI4opOzadMmzJ07FwBw2223YdWqVRJHRHRqG9iUM/mttLQUzzzzDAAgKysL77//PhNIREREREREREREREQUMJhEkshLL72ExsZGAMDzzz8PtVotcURERERERERERERERES/YBJJAoIgYO3atQCAkSNH+tW7nYiIiIiIiIiIiIiIaCgxiSSBrVu3oqioCAB6nXyXiIiIiIiIiIiIiIhICpyERwLbtm0TH0+fPl18bDKZsG3bNpSUlEClUsFgMGDevHmIiIiQIkwiIiIiIiIiIiIiIjqFMYkkgd27d4uPJ0yYgKKiItx88834+uuvIQiC19iwsDDccccdePTRR5lMIiIiIiIiIiIiIiKiIcN2dhI4dOiQ+Li+vh6TJ0/GV1991SWBBADNzc147rnnMGfOHNTU1AxlmEREREREREREREREdAqTCb4yFzSo9Ho9ioqKIJfLMXnyZOzcuRNnnHEGHnzwQZx55plQq9U4duwYVq9ejb/97W9oa2sDACxYsADr16/vcd8tLS1oaWkRfxcEAa2trYiLi4NMJhvU50VERETBg+cMRERE5A+eMxAREZ3amESSgE6ng81mE3+//vrr8dZbbyEkJKTL2A0bNmDBggVwu90AgG+//RbnnHNOt/t+9NFH8dhjj3VZbrVaodVqByB6IiIiGg54zkBERET+4DkDERHRqY1JJAkoFAq4XC4AwKhRo7B//36oVKpux69YsQKvvvoqAGDRokVYs2ZNt2M73yFks9mQnp7OkzsiIiLywnMGIiIi8gfPGYiIiE5tCqkDOBWp1WrY7XYAwN13391jAgkAbr75ZjGJ9P333/c4VqVS9bo/IiIiIp4zEBERkT94zkBERHRqk0sdwKmo4506M2bM6HX8pEmTxBO28vJytLa2DlpsREREREREREREREREAJNIkkhPTxcfq9XqXseHhIQgNjZW/N1TxURERERERERERERERDRYmESSwGmnnSY+Lisr82ub5uZmAIBcLkdUVNRghEVERERERERERERERCRiEkkC06dPFx9v2bKl1/GVlZWora0FAIwYMQJyOd82IiIiIiIiIiIiIiIaXMxGSOCyyy6DQqEAAKxevRpOp7PH8evWrRMfn3/++YMaGxEREREREREREREREcAkkiRiY2NxxRVXAABMJhP++te/djvWarXiqaeeAgDIZDLcdtttQxIjEdFAcTqdyM/PxzdfbcT6df/DN19tRH5+fq8JdCIiIiIiIiIiIpIWk0gSeeqpp6BUKgEADz/8MJ577jkIguA1xmKx4IILLoDFYgEALFmyxGs+JSKiQOd0OrF1y2bk5+UiTtmK7IxYxClbkZ+Xi61bNjORREREREREREREFMBkQufMBQ2Z1atXY9myZeLvo0aNwnnnnQetVosjR45g48aNaG5uBgDk5ORg8+bNiIiI6NMxbDYbdDodrFYrtFrtQIZPRNSr/Px85OflYvaUbOi0keJyq60Bm3cdQFbOdGRlZUkYIRF58JyBiIiI/MFzBiIiolOLQuoATmU33HADZDIZ7rzzTjQ0NODYsWM4duxYl3GXXXYZVq9e3ecEEhGR1CxmE9Lio7wSSACg00YiLT4KFrOJSSQiIiIiIiIiIqIAxXZ2Elu6dCkOHjyIhx9+GBMnTkRUVBTUajWMRiOWLVuG77//HuvWrePdPUQUlByN9i4JJA+dNhKORvsQR0RERERERERERET+YiVSAEhPT8fjjz+Oxx9/XOpQiIgGlFoTAautwec6q60Bag0rLImIiIiIiIiIiAIVK5GIiGjQ6A1GFFfVd0kkWW0NKK6qh95glCgyIiIiIiIiIiIi6g0rkYiIaNAYjUaUl5Vi864D4txIngSSNkEPo5FJJCIiIiIiIiIiokDFJBIREQ0ahUKBmbNmw2QywWI2oaiwBmpNBLJypsNoNEKh4NcQERERERERERFRoOLVOyIiGlQKhQJZWVnIysqSOhQiIiIiIiIiIiLqAyaRiIioW06nU6wicjTaodZEQG8wsoqIiIiIiIiIiIjoFCCXOgAiIgpMTqcTW7dsRn5eLuKUrcjOiEWcshX5ebnYumUznE6n1CESERERERERERHRIOJt5ERE5JPJZIKt0oLZU7Kh00aKyw22BmzedQAmk4kt6oiIiIiIiIiIiIYxViIREZFPFrMJafFRXgkkANBpI5EWHwWL2SRRZERERERERERERDQUmEQiIiKfHI32LgkkD502Eo5G+xBHREREREREREREREOJ7eyI6JTidDphMplgMZvgaLRDrYmA3mCE0WiEQhFc/yUO9nNRayJgtTX4XGe1NUCtiTjpYxAREREREREREVHgYiUSEZ0ynE4ntm7ZjPy8XMQpW5GdEYs4ZSvy83KxdctmOJ1OqUP021A8F73BiOKq+i6JJKutAcVV9dAbjCd9DCIiIiIiIiIiIgpcwXXbPRHRSTCZTLBVWjB7SrZXmzaDrQGbdx2AyWRCVlaWhBH6byiei9FoRHlZKTbvOiDOjeRJIGkT9DAamUQiIiIiIiIiIiIazliJRESnDIvZJCZDOtJpI5EWHwWL2SRRZH03FM9FoVBg5qzZyMqZjupWJQ4U1qC6VYmsnOmYOWt20LX/IyIiIiIiIiIior7hFUAiOmU4Gu3QxcX6XKfTRqKosGaII+q/oXouCoUCWVlZQVOhRURERERERERERAOHSSQiGlJOpxMmkwkWswmORjvUmgjoDUYYjcZBr2xRayK6zO/jYbU1QK2JGNTjD6Th9FyIiIiIiIiIiIgoMLGdHRENGafTia1bNiM/LxdxylZkZ8QiTtmK/LxcbN2yGU6nc1CPrzcYUVxV3yX54pnnR28Injl+htNzISIiIiIiIiIiosDESiQiGjImkwm2SgtmT8n2msvHYGvA5l0HYDKZBrVtmtFoRHlZKTbvOiDOJ+RJumgT9DAagyfxMpyeCxEREREREREREQUmJpGIaMhYzCYx4dGRThuJtPgoWMyDm0RSKBSYOWu22E6vqLAGak0EsnKmD0k7vYE0nJ4LERERERERERERBSZeZSSiIeNotEMXF+tznU4biaLCmkGPQaFQICsra1CTVUNlOD0XIiIiIiIiIiIiCjycE4mIhoxaE9FlDh8Pq60Bak3EEEdERERERERERERERN1hJRIRDRm9wYj8vFwYbA1eLe08c/lk5UyXMDrqjtPpFNvmORrtUGsioDcY2TaPiIiIiIiIiIhomOPVPyIaMkajEeVlpdi864A4N5IngaRN0MNoNEodInXidDqxdctm2Cot7e9ZXCystgbk5+WivKwUM2fNZiKJiIiIiIiIiIhomOKVPyIaMgqFAjNnzRarWooKa6DWRCArZzqrWgKUyWSCrdKC2VOyvarHDLYGbN51ACaTiXMyERERERERERERDVO8YktEQ0qhUCArK4uJhyBhMZvEqrGOdNpIpMVHwWLuWxKJrfGIiIiIiIiIiIiCh1zqAIiIKHA5Gu1dEkgeOm0kHI12v/flaY2Xn5eLOGUrsjNiEadsRX5eLrZu2Qyn0zlQYRMREREREREREdEA4G3fRER9dCpV06g1EbDaGnyus9oaoNZE+L2vwWiNdyq9F0REREREREREREONlUhERH1wqlXT6A1GFFfVd0kkWW0NKK6qh95g9Htf/rTG64tT7b0gIiIiIiIiIiIaarxNm4ioG76qXFyCDC31ZThr2oQBq6YJZEajEeVlpdi864CYAPIkkLQJehiN/ieRHI126OJifa7TaSNRVFjTp9gGo7KJiIiIiIiIiIiIfsFKJCIiH7qrctm95Vu02WsRERHuNb6/1TSBTqFQYOas2cjKmY7qViUOFNagulWJrJzpmDlrdp9axg1kazxg4CubiIiIiIiIiIiIyBsrkYiIfOiuyuVofj5CXA6Ul5cjNSXVa5v+VNMEA4VCgaysrJOu6tEbjMjPy4XB1uD1mnoqm7JypvdpfwNd2URERERERERERETemEQiIvKhuyqXmJgYtNSXo6qyoksSqT/VNKeSgWyNBwx8ZRMRERERERERERF5Yzs7IiIfHI32LgkkANCnp6G2oRm1Nd5VLp5kiN7Qt0TIqWQgW+MB7ZVNxVX1XRJJfC+IiIiIiIiIiIgGBiuRiIh86K7KxZiRji0/hyHvWDFiEw+fdDXNqWagWuMBA1/ZRERERERERERERN6YRCIi8qG7+XsamxyITUhG6ugUVLcKKCqsgVoTgayc6TAajX2upqH+81Q2mUwmWMwmvhdEREREREREREQDjFfYiIh86KnKJTo5s1/t12jgDWRlExEREREREREREXnjFVAiIh9Y5UJERERERERERESnOl4FJaJ+czqdYpLF0WiHWhMBvcE4bJIsrHIhIiIiIiIiIiKiU5lc6gCIKDg5nU5s3bIZ+Xm5iFO2IjsjFnHKVuTn5WLrls1wOp1Sh0hEREREREREREREJyH4SwWISBImkwm2SgtmT8mGThspLjfYGrB51wGYTCZW8ASh4V5dRkRERERERERERP7jFUEi6heL2YS0+CivBBIA6LSRSIuPgsUcuEmkoU6UBEtixlNdZqu0tL+3cbGw2hqQn5eL8rJSzJw1O6DiJSIiIiIiIiIiosHFq4FE1C+ORjt0cbE+1+m0kSgqrBniiPwz1ImSYErMsLqMiIiIiIiIiIiIOgqMK5dEFHTUmghYbQ0+11ltDVBrIoY4ol/0VPkz1ImSzsdzOp1obWuDy9GATRvXocBkwoxZs6HX62GxWCStVgrm6jIiIiIiIiIiIiIaeEwiEVG/6A1G5OflwmBr8Eo6WG0NKK6qR1bOdEni6q3yp7mpcUgTJR0TM06nE1t37IatugL6RB2icjJRbq3GkT1b8dWXXyA9XoeMpFjJqpWCtbqMiIiIiIiIiIiIBgeTSETUL0ajEeVlpdi864CYJPEkkLQJehiNRkni6q3SqKzailFnZPvcdjASJR0TM6bCItiqKzB78mjotBGorKpBWKUNkdFxOLJvN1LHzUVO9tguMQ9VG7lAri4jIiIiIiIiIiKioSeXOgAiCk4KhQIzZ81GVs50VLcqcaCwBtWtSmTlTJd0np/eWrJZbbYhTZR0TMxYioqRlqiDTtt+jMYmB5RharQ4GjEuMwl1dXU+Y7aYTQMaU3f0BiOKq+q7vD6e5KDeIE1ikIiIiIiIiIiIiKTBSiQi6jeFQoGsrKyAmifH0WhHREw0SkpLUFVZgdbm9kRNfEIiIiI0iIiIRHFV/ZC14evY9s/haIIuMQ4A0NTkQI3VjpTM0SixmJEYF4OyhqYu2w9lG7lArS4jIiIiIiIiIiIiaTCJRETDiipMjby8PKTHaRCri4AmQYvGJgdKC46iqLoRGRkjoYnUDlmipGNipryyFhpZKwSXCzVWO8Kj4pGUlISqygqUmEuhjkrqsv1QtpHzVJeZTCZYzCYUFdZArYlAVs50GI1GyarLiIiIiIiIiIiISBq8IkhEw4ogV+CEyYzp4+cg+f9X/QBAWEU1Nm0/iJy08UOaKOmYmKluaMXO/CMIjYyGMXM0kpKSECIPgUqtwaGCcpxzzlivbQerOqq3eAOtuoyIiIiIiIiIiIikwSQSEQ0vbifiEpOw+3Ah0mrroYvUwNrQiOIKK+ISkwC3c8gTJZ7jGY1GbN2yGbZKC6prbWhzCrDaGmCpqEV4khElVfVQHDjMNnJEREREREREREQUEJhEIqJhpbXZgTOnnw634IalqBhFNdVQq8ORNS4bY2RyHCmpBwA4nU6xGsnRaIdaEwG9wTiobdu6axc3ZtJMnK/Xw2KxsI0cERERERERERERBQxemSSiYUWtiUBjUxNysscia0Sm17q8A4eh1kTA6XSKFUFp8VHQxcXCamtAfl4uystKMXPW7EFNJHVXBXWy1VFSJMaIiIiIiIiIiIiCldPp5HWzXvDVIaJhRW8wIj8vFwZbA3TaSHF5x/mFTCYTbJUWzJ6S7TXGYGvA5l0HYDKZBrzV3WAneKRMjBENBbfbjdLSUqSlpUkdChEREQW4qqoqxMfHSx0GERERBTir1Qqz2YycnBypQwlovKJIRMOK0WhEeVkpNu860J5M8TG/0KbvvhHXdaTTRiItPgoW88AmkYYiwSNFYoxoKFVWVqKiooJJJCIiIuqR1WqFxWJhEomIiIh61NLSguPHj0sdRlBgEomIhp24+AQUmEzYf3gnBEFASnoGTp8+E1lZWVAoFHA02qGLi/W5rU4biaLCGvH3gaggGooEj8VsGtLEGNFQS0hIQE1NTe8DiYiI6JSm0+mg0+mkDoOIiIgCnEqlQlJSEsrLy6UOJeAxiUREw0bHip+czDiclZMpViFVV1WKSRS1JgJWW4PPfVhtDVBrIrrs72QqiAY7weN0OlFw4hhaIoEWey2UYWrEJyQiKSkJIfKQLokxomDgdrshl8vF3+VyOTIzM3vYgoiIiE5Fnc8ZACAjI0OiaIiIiChQud1uyGQyyGQycVlKSgrUarWEUQUHJpGISHIDNV+QvxU/nnmT0mrrUFNXD0tRMRyOJgiCDOV1jTjzvAV92l9v+lL51FeeRFd1WRGSQ6OQkZCKxiYHSguOor6uFmPGjvNKjBEFg6qqKpSWlmL06NEICwsTl4eHh0sYFREREQUaq9WKwsJCZGRkeFUfhYaGShgVERERBZqmpiaYzWbExMQgKSlJXC6TyRATEyNhZMFB3vsQIqLB40mC5OflIk7ZiuyMWMQpW5Gfl4utWzbD6XT6vS9/Kn6A9nmTwmNS8fp7H2PTd99A3lwPXagTDbXlaHbYUVleBqfT6ff+euNv5VN/eBJd582ZASEkDCqVCpkZaRg3MgNN9VXIP3YcxVX10BuM/T4G0VBpa2vDsWPHYLFY2ivsCgogCILUYREREVGAcblcKCwsxPHjx9HW1gaz2dynvxuIiIjo1CAIAsrKynDkyBE4HA6UlpbC4XBIHVbQYSUSEUlqIOcL8rfiR6FQICk5GQlxsRiRGgNViAzKMDXOHjcR6nANtu05DJPJNGAVRJ7KJ4Otwes5elrtZeVM92s/vngSXePHjEJjUxM27z6KtEQddJEaVFbVYPP+Qkw983wYjUwiUWCrra2FxWKBy+USl2k0GgiC4FVqTkRERKc2u90Os9mMlpYWcVl4eDhvPCEiIiIvzc3NMJvNaGxsFJd17HZC/mMSiYgkNZDzBfWl4qe02IJJ40YhJ3tsl7Ge4w5UBZHRaER5WSk27zogPldPAkmboD+pBI8n0aVQKDBz2mSYCotgKSpGUU01GtoUCI9O8nvuJiIpOJ1OWCwW1NXVictCQ0O7tKUhIiKiU5vb7UZZWZnX5NdyuRxpaWmIj4+XMDIiIiIKNFVVVSguLobb7RaXJSUlISUlhTeq9gOvKhKRpAZyvqC+VPz4c9zR4ycMSAWRQqHAzFmzxXmfigproNZEICtneq/zPvU2X1THRJdCoUDWiExkjcgEAOQdOIzqViUTSBSwPPMYtLW1icuio6Oh1+v5uSUiIiKRw+FAQUGBV/sZjUaDzMxMqFQqCSMjIiKiQNLa2orCwkLYbDZxmUqlgsFgQEQE5wvvL16hISJJDeR8QX2p+PHnuANZQaRQKJCVleV3VRXwy3xRtkpL+/HjYmG1NSA/LxflZaWYOWv2oLbKIxpMZWVlKC0tFX8PCQmBXq/nhJZERETkpa6uzmueRJlMhpSUFCQmJvJOYiIiIhI1Njbi2LFjXm3y4+PjkZqaipCQEAkjC35MIhGRpAYyCdKXih9/jnsyFUQDwZ/5ojyJrh+25wFtzbDbG1BXX48GhxP6rNOg1+sHNUai/up4B5BWq0VGRgaUSqWEEREREVEg0mg0kMvlcLlcUKvVMBgMCA8PlzosIiIiCjBqtRoKhQIul4tt8gcYk0hEJKnBnC9oII7bnwqigeLvfFGnnzEdH31YjPLCY0jQhSEzPRmhKjWa3S5s/zmXcyJRQIqMjERycjJCQ0M5jwERERF1S6lUIj09Hc3NzUhOToZcLpc6JCIiIgpAcrkcmZmZqKysRHp6Oq+FDSC+kkQkqYGs9vGn/Ztnf1JXGfnD3/miLBYLtEo3Lly8sEtVladiSYokGJGHw+FAVVUV0tPTvdrOpKSkSBgVERERBZq2tjaUlpYiLS3Nq+1MbKzvc2IiIiI6NblcLpSWliI+Ph5hYWHics+ciTSwpL9KSkSnvIGq9vGn/VvHY0hZZeQPf+eL8rdiiWioCYKAiooKlJaWQhAEhIWFISEhQeqwiIiIKADV1tbCYrGI8xhkZGRIHBEREREFIrvdDrPZjJaWFjQ2NmL06NGcJ3GQMYlERMOGJ5miCVcj/0QBLEXFcDiaoFaHw9XcgoITx4IqmeLvfFH+ViwRDaWWlhaYzWbY7XZxWU1NDeLj43lyR0RERCKn04mioiLU1taKy6xWK5xOZ0B0ByAiIqLA4Ha7UVZWhvLycnGZw+GAw+HgfImDjGdkRDRsOBrt0ERFYeuO3bBVVyAtUQddYhysDY3YX1SGgwXlSM/IRGmxBY5GO9SaCOgNxoBpX9eZv/M2+VuxRDRUqqurUVRUBLfbLS5LTExESkoKE0hEREQkstlsMJvNaGtrE5dFR0dDr9cH5Pk5ERERScPhcKCgoAAOh0Nc5mldp1KpJIzs1MCzMiIaNtSaCBw6egxypwOzJ4+GTvtL8sTV1oYdn23Bz5s2YNK4UT3OlxQo/J23yd+KJaLB1tbWhsLCQlitVnGZUqlEZmYmIiKYzCQiIqJ2brcbxcXFqKqqEpeFhIRAr9cjJiZGwsiIiIgokHRukw8AMpkMKSkpSExM5I2qQySwrpgSEZ0EvcGIDzd/h7NzDF4JpKYmB8wllTAkRGJEagxysseK67qbLylQ+DNvk78VS0SDqa6uDhaLBU6nU1wWFxfXZWJsIiIiOrU1NjaioKAALS0t4jKtVouMjAwolUoJIyMiIqJA4qtNvlqthsFgYPu6IcYkEhENG0ajEaHqSFTU1KGgsBiacDUamxyosdphbXZhwhgjVCHedyjotJFIi4+Cxdz/JJLT6RSrhaRok+dvxRLRYLLZbGICSaFQwGAwQKfTSRwVERERBZrGxkYxgSSXy5GWlob4+HiJoyIiIqJA09ra6pVA8rTJl8vlEkZ1auKVRSIaNhQKBSZMnAzYy2BzKlBdaYMyTI2UzNEoq2+FMtQFZZi6y3Y6bSSKCmv6dUyn04mtWzbDVmlprwKSqE2ePxVLRIMpLS0NNpsN4eHhyMjIYPKSiIiIfIqPj0d9fT3cbjcMBgPCwsKkDomIiIgCUGRkJBISElBfX882+RLjFR4iGlYMI0YhP68GmcZRXvMD7dp7EEXllTh73MQu21htDVBr+vdFZDKZYKu0YPaUbK/jBXqbPKKT4Xa70dTU5HUCFxISgjFjxiA0NFTCyIiIiCiQCIIAu92OyMhfzpNlMhmMRiNCQkI4jwERERGJGhoaEBER4XV+kJqaipSUFLbJlxiTSEQ0rHQ3P1BJtQ0lJbXQ7NmP3XkHoFaHQ5+ehtjoKBRX1SMrZ7rXfvxtUWcxm8TjdNRTmzyp298RnYzGxkaYzWa0trZi3LhxUKlU4jomkIiIiMij4zwGWVlZXokknvMSERGRh9PpRFFREWpra5Geno6EhARxHVvXBQaeuRHRsOJrfiBlmBqRcSmIddhRUWRCdIQSdc0tyN3yExwyNebNvwxGo1HcR19a1Dka7dDFxfqMxVebvEBpf0fUV4IgoKysDGVlZeIyi8WCUaNGSRgVERERBaLq6moUFRXB7XYDAMxmM7Kzs1l5RERERF5sNhvMZjPa2toAACUlJYiKioJSqZQ4MuqIVyoltHPnTrz//vvYunUrjh07hvr6eqhUKqSlpeHMM8/E8uXLMX369N53REReOs8PlJ+fjxZbFTJPy0JDTTlkrlZEayMQEa7B7mOlKC4t89o+Pz8fJw7uwojUGLTYa1HvdCA+IRHpacnYtuewV4s6tSYCVluDzzh8tcnrb/s7Vi+RlBwOB8xmM5qamsRlGo0G6enpEkZFREREgaatrQ2FhYWwWq3iMqVSCYPBwAQSERERidxuN4qLi1FVVSUuCwkJgV6vZwIpAPHKo0Quu+wyfPLJJ12Wt7W14ciRIzhy5Aj+/e9/Y/HixXjttdegVqsliJJoeLCYTQiTO6EUXDjz9ByEh//y7yll90FsyjsoJm+cTie+2vg54uQ2pOqSoAlXo7HJgdKCowiPikdynNarRZ3eYER+Xi4MtgavpJDV1uCzTV5P7e+SYiKxdfOPXRJFer0e23/OZfUSDTlBEFBZWYmSkhIIggCgfR6D5ORkJCUl8WIQERERierq6mCxWOB0OsVlcXFxSEtL4zwGREREJGpsbERBQQFaWlrEZZGRkTAYDEwgBShedZRIbm4uACA6OhpnnXUWRowYAZVKhbKyMmzatAlmsxkAsGbNGjQ0NODTTz+VMFqi4OZotEPe4kBsfIxXAgkAEhNiEKkuFhNDJpMJtqpinDd3MjIz0n4Z1+TAoeOFcCl1cDT/8odxd3MwFVfVQ5ug92qT54nFV/s7p9OJEwWFqLAUY6IxwStRtGP7z4gMdeGsaRP6VL1E3WNlV+9aW1thNpvR0PBLpV1YWBgyMzMRHh4uYWREREQUSFwuF4qKilBT80sbZ4VCgYyMDERFRUkXGBEREQUUX23y5XI5UlNTER8fzxtVAxivlEkkNTUVf/nLX7B48eIuGVZBEPDKK6/grrvugtvtxvr16/HJJ5/g0ksvlShaouCm1kSgvLgOmqzULuusDY2IjoqCo9EOoL1SKCkuFq0d7qAEgPBwNWJ1Edh51ILYzAnicl9zMKk1EcjKmS4mJDomLA7s34cykwJzZk+HMSNdTFiYCotQX1WKGVPGIyd7rLh/g60Br7z1HqacluWzeiktPsqrMop6x3mpeicIAo4dO4bm5mZxWUJCAlJTUzmpJREREXkxm82or68Xf4+KikJGRsYpfz5FRERE3jonkDQaDQwGA8LCwiSMivzBszqJbNmypdt/IDKZDL/+9a9x4MABvPLKKwDaK5KYRCLqH73BiH3bf0R5ZQ0S4n+pArLa7CiusCIiIlKcu8jRaMcIowHFFdUwpNqh0/4yp5HL7Ya5pBKT5npXF3Weg6mjzgmLs6eNw4mjB7Fvz06UV1Zh5rTJUCgUOHL0GDRqFYyZmV7b67SRiFQr0Nbi8PncdNpIFBXW+FxHvvV3XqpTiUwmQ1paGo4fPy7OYxAZGdn7hkRERHTKSU1Nhc1mg0wmQ3p6OmJju1bdExERESUmJqKmpgZtbW1skx9kmESSiD8Z1muuuUZMIh07dmywQyIatoxGI5Iyx+GrbdvhaGlDYkIMrA2NKK6wIkQdCTcU0BvaE0NqTQR0ISFQKEKwefdRpCXqoIvUwNrQiO15R6HSJXZpUdeTzgkLl9uFyHAlKkssOHIgD06nC7HRUcg7nI8zcsYiKSmpyz6io6JQV1fnc/9WW4OYACP/9DQv1alc2SUIgtfJm06ng8FgQFRUFOcxICIiIlHnc4aO7W45jwERERF5dD5nCAkJQWZmJuRyOdvkBxn2pAlgKSkp4mO2DyLqP4VCgSuuXIjUsdOwKc+MLzbvw6HCGrgVarRBgejkTDExpDcYUV7bgPGjRyFrXDaqm2Q4YK6GpboZCI/D+fMv6lNrjs4JixB5CMaMHYes7ImIionDz/uOobpViYysHMQlJiFE3vVifUREJCqtzbDaGryWe+Ze8iTAyD+ORnuXBJKHThsptjY8VbhcLpjNZpw4caLLutjYWCaQiIiICED7haDS0lIcPnwYbrfba11UVBQTSERERCSqrq7GgQMH0Nra6rU8IiKCCaQgxEqkAFZVVSU+Hj16tISREAW/sLAwXHPtIphMZ8BiNsHRaIdaEwG9wSjOXQS0Vy2Vl5UiN+8I0uKjMNKYKSZrxmaM73OFiqPRDl2cd0uPEHkIUlNScfq0aQgvrMG55/8K+fn5yM/LhdXW4JXgsNoagNAwJGWOw4879iFM7kRbiwN1dXWotDYjKXMc9Hr9yb9ApxC1JqJLQs7jVKvsamhogNlsFk/qqqurERcXJ3FUREREFGiam5tRUFCApqYmAEBJSQnS09MljoqIiIgCTVtbGywWizhfotlsxqhRo9i2LsgxiRTAPvroI/HxZZddJl0gRMNET3MXdRwzc9ZsmEwmWMwmFBXWQK2JQFbOdK9kk7/8TVh4klebdx0QK5c8yavo5EzMmzIVn3y8DgfzDyFSrUB0VBRGZMQDIW3Y/nMuZs6azcmL/aQ3GJGflwuDj4RdcVU9snKmSxjd0HC73SgpKUFlZaW4TC6X86SOiIiIvAiCgKqqKhQXF0MQBHE5K5WJiIios/r6ehQWFsLpdIrLlEpll7Z2FHx4xTFAff755/jb3/4GAJgxYwauvPJKiSOiQOJ0OsUkR3cVNdR//iSb/OVvwqK35JXJZIJOJeD2Zdd22c/mXQdgMpnEcfxc9KynhJ02Qd+nOa+CUVNTEwoKCtDc3Cwui4iIgMFggEqlkjAyIiIiCiStra0wm81oaPjlhqiwsDAYDAZoNBoJIyMiIqJA4nK5UFRUhJqaGnGZQqFARkYGoqKipAuMBoxM6Hg7EUnG4XCgvLwcu3fvxpo1a7Bu3ToIgoAzzjgDn332Wb/bC9lsNuh0OlitVmi12gGOmqTgdDqxdctm2CotPi+AsyIlsAzU+/XNVxsRp2xFTvbYLuvyDhxGhSME6nANPxd+OhUTsYIgoLy8HGVlZeKdxDKZDKmpqUhISAiKu4IsFgvbNw4injMQEZFHTU0NioqK4HK5xGUJCQlITU0Nivl6rVYrdDqd1GEMWzxnICIij85t8oH2uRL1ej1CQ0MljMw/bW1tePLJJ/HYY49JHUpAG55XyoLEu+++iyVLlvhcl52djTvuuAM333xzny5otrS0oKWlRfzdZrOddJwUWEwmE2yVFsyeku1VkWLoUJEyEBU01DN/kxAD1R7P19xKAOByu+BwNOGrDT8hIUqNGVPGIy5Gi6SkJBjkafxcdGMgq82CgcvlQn5+vjiPAQCEh4fDYDBArVZLGJn/Pv74Y9xwww2wWq1ShzJs8JyBiIh8MZlMqKurE39XKpUwGAyIjIzsYavAsWvXLlx++eWwWCxShzJs8JyBiIh8KSsrQ2lpqfi7XC6HXq9HbGzX61eBqKSkBJdccgl2797NJFIvmEQKQEqlEomJiaivr0d1dTWSkpL83vbpp5/mh36Ys5hNYqVJRzptJNLio2AxD3yy4FSs2uhJl+qiuFhYbQ3Iz8tFeVlpl6qfgUhY+JpbyeV24cjhQzhx9CBkbY2YmjUCqTolSguOor6uFmPGjuvX54Lv9/ATEhKCsLAwMYmUnJyM5OTkoKg+8khOTobdbpc6jGGF5wxERORLeHi4mESKjY1Fenp6UM2BlJKSgsbGRqnDGFZ4zkBERL6Eh4eLjyMjI2EwGKBUKiWMqG/i4uK8Kqioe2xnJ6F9+/bho48+AtA+R0VdXR0OHz6MHTt2iB9gjUaD5557Drfddptf+/R1h1B6ejrLzIeR9ev+h+yMWBj0aV3WmS3FOFBYg4svXzhgx2P7vK7y8/ORn5fbpRrMMz9RVs70AU/k+TpmSWkJ8g/sRY2tCXX2Fpx7xlgY0pLR1OTAoeOFSMkcjdSU1D59Lvh+D1+e5GBqamrQzmPw8MMP44knnpA6jGGD5wxEROSLIAg4ceIEYmNjER0dLXU4/fLf//4XV199tdRhDBs8ZyAiou5YLBaoVKqgaZPf2d69e7Fs2TLs3btX6lACGq8ESmjChAmYMGFCl+X19fVYtWoVHn/8cTQ2NmLFihVwuVz49a9/3es+VSoVJ0Yf5nxVpHhYbQ1QayIG9HhSt88LxKoYKarBjEYjystKsXnXAfHY23fsQH1tNcZk50Db1ARrQ/sdl+HhasTqIlBVWYHUlNQ+fS6kfr97E4ifh0BUU1ODkJAQrwksPRVxwcBms+Hvf/87/vCHP3jd+fz4449LGNXww3MGIiJqaGiAw+FAQkKCuEwmk2HkyJESRuW/trY2vPjii7j55pu9El5MIA0snjMQEVFzczNqamqQmprqtTxY5i0WBAFvv/02pk6divHjx4vLJ06ciD179kgYWXAI/BkxT0FRUVG4//778cUXX4gXz1auXImSkhKJI6NAoDcYUVxV3yWR5KkW0RuMA3o8fxImg8VTFZOfl4s4ZSuyM2IRp2xFfl4utm7ZDKfTOWjH7omj0d7l9QDa462pq8f2bVuwft3/8M1XG5Gfnz8gcXrmVsrKmY7qViUOFNbgRHkDRo7Jxsxpk2EwZKC4wgqrrb3dlyZcjdZmR58/F1K+370J1M9DIHE6nThx4gTMZjPMZjPa2tqkDqnPfvjhB0yYMAEPPfQQnnnmGa91wXhXExERUSByu90oLi5Gfn4+ioqKgrL929GjRzFr1izcd999uOOOO6QOh4iIaFgSBAGVlZU4dOgQysvLUVNTI3VIfVZZWYkrrrgCy5Ytw5IlS7q0sOO1ht4xiRTAzj77bFx//fUAAIfDgXfeeUfiiCgQGI1GaBP02LzrAPIOHIbZUoy8A4exedcBaBP0MBoHNonUXcIEaE8sOBoHb46SjlUxOdljYdCnISd7LGZPyYat0gKTSZqEhq9qMKfTia07duP4kQMYkRQ5KAkOTyXJuef/ChdfvhCnz5iF2OgoKBQKGDPSoY1LxObdR5F3+DiOmiwwl1T2+XMh5fvdm0D9PAQKq9WKgwcPor6+HgDgcrlQW1srbVB90NzcjJUrV2Lu3LkoLCwEADz33HNoaPBdeUlERET909TUhMOHD6OiokJcVlVVJWFEfeN2u/Hyyy9j4sSJ2LFjB4D29nWHDh2SODIiIqLhpbW1FceOHUNRURE8M+JUVlYimGbH+eSTT3Daaafh448/BgDs2bMH69evlzaoIMQkUoC76KKLxMeeE2Q6tfmqSKluVSIrZ/qgzFcz1O3zOgrUqhhf1WCmwiJUlhRiVEYKZpw+FaEKGQSnA2q3HTt/+grffvvtgFfKdIxDoVBg5rTJyBqXDUt1M37IK0CzMq7Pnwsp3+/eBOrnQWoulwuFhYU4fvy4+BlTKBQwGo1ITEyUODr/7N69G1OmTMFzzz0nnozOmTMHO3fuRGSk76QmERER9Y0gCCgrK8ORI0fQ3NwMoP3O27S0NGRkZEgcnX+Kiopw/vnn4+677xafw+jRo7Ft2zaMGzdO4uiIiIiGj5qaGhw6dMjrxs6EhASMHj06KCp3bDYbli9fjssuuwyVlZUAgPj4eKxbtw5XXnmlxNEFH04gEeA6XgAMxhYDNDg8FSlDMb+J3mBEfl4uDLYGr4v3njZpWTnTB+3YjkY7dHGxPtfptJEoKpSmhNbX/EQ/bM5FeEgbYrOyUF9Xi+aGGsTqIpCcmQRHQz12b/kW6jDVgCb6fMXhcDQjRB2Js391eb+OJeX73ZtA/TxIqaGhAWaz2asUW6fTISMjA6GhoRJG5h+n04m//OUveOyxx8QEmEqlwlNPPYV77rkHcjnvdSEiIhoIzc3NMJvNXn9TqtVqZGZmQq1WSxiZfwRBwLvvvou77roLVqtVXH733Xfj6aefRnh4uITRERERDR9OpxOFhYVilxMACA0NhcFggFarlS6wPti0aROWLVsmdjkBgEsvvRT/+te/vOaBJP8xiRTgPJlSAEFzRzkNL74SFZ6EwmC0z+tooKtinE4nTCYTLGYTHI12qDUR0BuMMBqNfUq2eKrBPPsqKqxBTaMTp00bj+joGJRbjmHcyAyEh7f/QT5utBGN7mKx5Zon+Xey8fiKQ62JQFbO9D4/J4/O77cmPBz7Dx3Blh174Wh1Yt/BfKRmGDHtjOnIysoa8Mq3ngRyldRQc7vdKC0t9WpDI5fLkZ6ejri4OAkj819+fj6WLl2Kn3/+WVw2adIkvPPOO16TXBIREVH/CYKAqqoqlJSUwO12i8uTkpKQkpISFHcSV1dX47bbbsNHH30kLktLS8Nbb72FefPmSRgZERHR8FJfX4/CwkKvTjoxMTHQ6/UICQmRMDL/NDc348EHH8QLL7wgLouMjMTf/vY33HDDDUFx3hOomEQKcJ999pn4eMaMGRJGQqeqjomKghPHkHtwP+z2Bui0WigjGmEymfqdsOjNQFbFOJ1ObN2yGbZKS3syLC4WVlsD8vNyUV5W2ueqnc7VYGpNBNTKVtTUVCFWFyEmkADA2tCImJgYxMe1t1zLysoasHgGuiqt8/u968efUFZkgiEhEhPGjIEyVIGi8gJ8/akZlafPweyz5gxZIimQq6SGmsvl8prMMiIiAgaDASqVSsKo+mbVqlViAikkJAQPPvgg/vjHP0KpVEocGRER0fBSXV0tJpBUKhUyMzOh0Wgkjsp/n332mVcCaenSpXjppZcQFRUlXVBERETDUG1trVebfL1ej+joaImj8t++ffvw0ksvib+fffbZeOutt4KmbW8gYxJJArm5uZg+vfeLnVu2bMG7774LAAgPD8cVV1wx2KER+eSZX6W8rBRpCVFIG28QK5L6m4Txx0BWQZlMJtgqLZg9JdsrAWGwNWDzrgNeFUL94UlwqN12JGcmicutNjuKK6zIGpcNZWio2HJtsOM5GZ7EFACY8w9iVMJYnDsjBzpte6VPU5MD2/OOoODIXqSkpQ9ZnFJWxQWa0NBQ6PV6FBQUICUlBYmJiUF3R82TTz6JL774Am63G++88w7OOOMMqUMiIiIadmQyGTIzM3H48GHExcUhLS0t6NrF3nDDDfjwww+xbds2vPrqq5zHgIiIaJDo9XrY7XaEh4cHTZv8jk4//XT84Q9/wPPPP4+nn34av/nNb4LuvCdQMYkkgUWLFmHmzJm4//77cdppp3VZ73K58M477+A3v/kNXC4XAOCPf/wjezaSpKRIegxkuzaL2SQmHjrSaSORFv9LhVB/eRIcO3/6Co6GeowbbYS1oRHFFVZo4xJhzEjHwSPHxJZrgx3PQLCYTZA5mzFyVKqYQAKA8HA1MlLiUdVQMiRxdmz719hgRb3dieqGSkRpHYjQ6k6qfV+waG5uhkKh8HqO0dHR0Gg0QVG5IwgCTpw4gZEjR4rLwsPD8fnnnyMpKSmo7oYmIiIKZE6nEy6Xy6s6Wa1WIzs7OyjOGQDg+PHjXucMMpkMr7/+OtxuN5KSknrYkoiIiPzldrvR3NzsNa+gQqHAmDFjguacwWQyISMjw6vV3qOPPoqlS5dizJgxEkY2/AzfK24BTBAErFmzBmvWrEFWVhZmzJgh3kVusViwadMmlJWVieOXLFmC+++/X8KIiaRLegxUuzZHox26uFif63TaSLFCqL88CS9Hcwt2b/kWje5ixMTEIGtcNowZ6Whscni1XBvseAaCo9EOhRzQRXa9wK8JV0OpkMPRaB+w4/maIyolTY/K8jLYa0qQFh+FEZkJv1QfxScOSgVcoKmqqkJxcTF0Ol2XaqtgOLGrrq7G7bffjs8//xx5eXkYNWqUuG7EiBESRkZERDS8WK1WFBYWQqFQYOzYsV5VysFwztDc3Iw//vGPeOGFF/DZZ59h/vz54jreUElERDRwmpqaUFBQAKfTiXHjxnlVHAXDOYPb7cY///lP3HfffXjsscfw+9//XlynVCqZQBoEw/vKW4DKyspCYWEhgPaJxfPz832Oi4yMxBNPPIG777476NoU0fATDEmPnqg1EbDaGnyus9oaxAqh7vhKcOgNRq8KGIVCgXnz5kEdpoKt0oL4uCgoQ0Nx8MixLi3XTjaek+HPc/HE6HS3z+nUWWOTA61ONyIHKM7u5oj66evP0Oyw4/qFFyOmQ9/7QGj7N9haW1tRWFgIm80GAKirq0NdXV1Q9SP+/PPPcfPNN6O8vBxA+xwGW7ZsYTk5ERHRAHK5XCguLkZ1dTUAoK2tDWVlZUhJSZE4Mv/t2bMHS5YswcGDBwEAN910Ew4ePBhU5z1ERESBThAElJeXo6ysDIIgAAAsFktQ3eBZVFSE5cuX45tvvgHQ3r1r/vz5yM7Oljiy4Y1JJAl8+eWX+Oqrr/DRRx9h586dKCgoQENDA5RKJeLi4jBp0iSce+65WLp0KbRardThEgGQNunRF90lSFLS9DAd3AmDrcGrmspT1eKpEOpun74SHL7mg/K3BZ9nDqX+xHOyr4+/z0VvMOLE4X04bqmAITXJa06kwtIqNLlCMMkwMPMQddcusdBShAahAY6mRqBDEimQ2v4NhtraWlgsFrGlKQDEx8dDp9NJGJX/GhoacO+99+Lf//63uCwmJga/+93vmEAiIiIaQHa7HQUFBWhtbRWX6XQ6xMfHSxiV/5xOJ/7617/i0UcfFSfyViqV+N3vfse/hYmIiAZQc3MzzGYzGht/uVFYrVYHzU0nns5ed9xxB6xWq7j81ltvPaXmyJYKk0gSkMlkuOCCC3DBBRdIHQqdgvytQulMqqRHX/SUIAmPSUVEbCo27zogtuUT26J1qBDypa/zQfnTgs8zh1J/4jkZfXkuRqMRxdlTsGPLt/jvFz9gZHoSFAo5isprUNMsQ87pcwYszu7aJcpkAtKTYlFVWYHUlFRxucvtgsPRhB07dvbpcxzonE4nLBYL6urqxGWhoaHIyMgImgTS5s2bsXTpUhQUFIjLLrzwQrz22mtITk6WMDIiIqLhw+12o7S0FBUVFeIyuVyO9PR0xMXFSRiZ/44dO4alS5ciNzdXXDZx4kS88847vJuYiIhoAHna5LvdbnFZUlISUlJSgqL7ladN/v/+9z9xWWpqKt544w2cf/75EkZ26gjeK21E1Gd9qULpTKqkR1/0liAxjp+KlLT0HiuEfBmM+aD8rVjypb+JwL4+F4VCgbPmzEFScjK2527FzycKIZPJkJKeifPOn46srCy/EzYdY7bbrKi3NUAmkyNKq4EmUoeCE8dgmDauy3ZqdTiczfVobXaIy1xuF44cPoQTRw8iVhOK7Az/P8eBzDOPQVtbm7gsOjoaer0+KJ5PS0sL/vSnP+HZZ58Vy+I1Gg1eeOEF3HzzzUFxYkpERBQMmpqaYDab4XD8cn4UEREBg8EAlUolYWT+EQQBr7zyCn7/+9+jqakJQHsC7IEHHsCf/vSnoJiLgYiIKBh0bpMPACqVCgaDARERgdFRqDefffYZbr75Zq8bZ6677jq8/PLLbHs7hAL/qhQRDZi+VtR0dDJJj6HSW4KktNiCc8//VZ8TPoM1H5Q/FUudnUwiEOj7c1EoFBg3bhzGjeua4OlPzEkxkaipL0NLVSk0ahXC1KmIDlVhR1kR8vLaYNCnIkQeIm6rT0/Dpu+OYGzkLycG5eXlqCyxQBWmxrRJU2HQpwEI7nmS7HY7jh8/Lv4eEhICvV6PmJgYCaPqm4ULF+Kzzz4Tf581axZWr14dVL2ViYiIAl1bWxuOHj0q3kksk8mQkpKCxMTEoLlh46GHHsLTTz8t/j5y5Ei8/fbbmDFjhoRRERERDS+CICA/Px8tLS3isvj4eKSlpQVNm/k1a9bguuuuE3+PiYnBqlWrcNVVV0kY1alJ+qu+RDRkTraipj9Jj6E0WMmewZoPqj8VRSeTCBzM59KTjjFXVFUjPMSN8y+cg1BFCA4dL0RibBTOmzMD3333PfKPHcfY0aPFbWOjo1DfpsCJklpoDxyGThuJ7Tt2oL62GmOyc2DMSBfHBvM8SREREdDpdLBardBqtTAYDAgNDZU6rD753e9+h88++wxKpRJPPPEE7r33XoSEhPS+IREREfktNDQUCQkJKC8vh1qtRmZmJtRqtdRh9cmtt96Kl19+GXa7Hb/+9a/xzDPPQKPRSB0WERHRsOK50aSgoAChoaEwGAxBN9/gpZdeilGjRuHYsWNsky8xJpGITiGDlWQJFIOVIElJ0+PnTRtgs9ZAFSKDMkyN+IREqMM1KK6qh3H8VOTn5/cpGdTfiqKTTQRKMbdVx5h37N6LtEQddNr29yJWF4GqygrkZE/AvoOHsfH7rWhtc3u1S5w2ax6SkpNRWmxBUWENTpQ34IwJ2Zg5bXKX1yhYPseCIHS5WzgjIwNWqzVo5jHo/Bzmzp2LF154Aeeccw4mTJggYWRERETDS+fv3JSUFCgUCsTHxwfFncSd4zcYDHjttdcQFRXFeYKJiIgGUOfv3JiYGDidTsTExAREB6HedI5fo9Hg7bffxv79+9kmX2KB/+khogEjRRXKUBqMBInT6UR5WRnKK6tQUXgMcVoVADdqbQ44ZBpMn/srlJeVoam2pE/JoP5WFJ1sIlCKua06xuxwNEGX+EuSRBOuRnWlDQqFAmdOPx3f7jiE6lalz3aJnpZ6ak0EYpWtPl/XYPgcOxwOFBQUIDU1FTqdTlweGhoaFAkkQRDw6quvYsOGDVi3bp3Xxat77rlHusCIiIiGmba2NpjNZkRGRiIpKUlcLpPJkJiYKGFk/vviiy/w1FNPYcOGDYiM/OWc95prrpEwKiIiouHF5XKhpKQELpcLmZmZXusSEhIkiqpv9u7di9tvvx3vvPMORo4cKS6fPn06pk8f+BueqW+YRCI6hUhRhTKUBiNBYjKZUF9egOhINQorimGz1kKtUkGuUMBmr0Fe3j6M1idgzuk5fUoG9aeiyOl0oqauHl+bDiEpIQZqdTj06WkwZqRDoVD4lUCRYm6rjslLtToc1oZGcV1jkwPyUCXyTxTgh825qGt0AqOyMHr8hG7jCdbPsSAIqKioQGlpKQRBgNlsxvjx44PibiCP0tJS3HTTTdi4cSMA4B//+AfuuusuiaMiIiIafurq6lBYWAiXy4WGhgZotVqEh4dLHZbf7HY77r33XvzrX/8CAK/HRERENHDsdjvMZrM491FUVBSio6N72SpwOJ1OPPPMM3j00UfR1taGG264AT/++CPb4weY4LlyRUQnTYoqlKE0GAmSghPHcOTwIYS0WHHNeZOQGBeNJkczqusbUVrTgJ/2HcDo5Jl9bi/X14oiT/s7odmK8JA2jEiMRKvTifxDB1BeWYXxo0f5nUAZ6rmtOiZ99OlpyD90AIZUO0IVIaiotaLM2gp3gRnhIW04bdp4qJWtPVZyBePnuKWlBWazGXa7XVwWGhoKp9MZNEmk999/H7fffjvq6urEZSaTScKIiIiIhh+n04mioiLU1taKyxQKBVwul4RR9c2WLVuwdOlSr/OE4uJitLa2QqlUShgZERHR8OF2u1FWVoby8nJxmVwuh9vtljCqvjl+/DiWLl2Kbdu2icvsdjsqKys591GACY4rV0Q0IKSoQhlqHRMkTqdTfK5HD+7za66izgpMJ9BQV4WLZ43HhNG/JCcSYpthbzwKTYgLdrvvFoHdJYNMJhOO5h+FtdiF+trRiE9IRFJSEkLk7XdZ+Koo8rS/u+T8s1BWUoTG+ipER6oRFS7Hxo0b8OFnX8I4+jQYxzsDLjHRMemTFBOJJpcc//3iB2jUKrQICrQ1NyIrIwUJY8dgzNhxCJGH9FjJFWyf4+rqahQVFXmdyCUmJiIlJSUo5jGora3FnXfeibVr14rLkpOT8frrr2P+/PkSRkZERDS82Gw2mM1mtLW1icuio6Oh1+sD7vzGl5aWFjz66KN45plnxPOe8PBwPP/887j11ls5jwEREdEA8bTJdzgc4jKNRoPMzEyoVCoJI/OPp03+vffei6amJgDtCbA//OEPeOSRR4LiOZxqAv9MlIgG1FBXoUjFU7ljq7T0aa6izuz2BqgVMiTFeZcCa9RhiFQroQwNRV19vc9tOyeDOsY0KiUG1uoyyJptKC2oR31dLcaMHQe7vclnRZGn/V1MVHvlTWlJKXbt3A5bdRliNXK47W4kqV34edMGVJaXYfZZcwLmYkPnpI8qKhkqeQRcMjnKzScwMiUOWdkTvRJpvVVyBcPnuK2tDYWFhbBareIypVKJzMxMREQE9rxNHl9++SWWL1+O0tJScdnVV1+Nf/7zn4iN9V1JR0RERH3jdrtRXFyMqqoqcVlISAj0ej1iYmIkjMx/+/btw5IlS7Bv3z5x2cyZM7F69WqveQ2IiIio/zq3yQfa50pMSUlBYmJiUNywUVJSgptuuglffvmluGzEiBFYvXo1Zs2aJWFk1JPAuMJIRDTAPJU7s6dk92muos50Wi2aKxSoqrXCkPrLZIQtLa1wuQUow9RocDhh9WN+no4xacLV2LpjN4qqKhCnDcPxo4dRWlmLVih9tmTr2P7Ok2iRu5sxcbQeza1JyC+px7Sx6SgsrULe9h+QkJSMcePG9e/FGwTdJX3Wr/sfsjNikZqS2mUbX5VcHXWsNHM02vtVaTZYGhoaYDKZ4HQ6xWVxcXFIS0sLir6+brcbd955J1555RVxWVRUFF555RVce+21EkZGREQ0vDQ3N+P48ePiPAYAoNVqkZGRETSt31588UXcd999YgVVaGgonnjiCaxcuTIoznuIiIiCgcvlwvHjx73a5KvVahgMhqCZN/GTTz7BjTfe6NUmf8WKFXj22WeD5mbbUxWTSETDQCBfTJeKp3Knr3MVdZZhMKK5thS7DhdAF6FCQmw0mlta0NDYDFuzCyFhWqSNPM2v+Xk6xzRz2mSYCotgKSpGcU0jmusqcMnlV/l839SaCFhtv7TNO5Z/FNpQIMuQhiMFJUhKiEdmRhoS42NRWrkFO37ODagkUnc6P6+OfLX18xioSrPBolKpxLuCFAoFDAYDdDqdZPH0lVwuR2trq/j7+eefjzfeeAOpqV2TfURERNR/SqVSvGtYLpcjLS0N8fHxEkfVNzKZTEwgnXbaaXjnnXeQk5MjcVRERETDS0hIiNfNGUlJSUhOTg6KNvkeGo1GTCCxTX5wOTWvLhMFiIFI/gT6xfT+OtnXpmPlTuf91tTVY/u+Y37t1zBiFBrrymGvq8KmPDOSoqoQHaWFo9WFPFMV0sedgSuuXAiLxdLr/DydY1IoFMgakYmsEZkYaczEgcKabhNbeoMR+Xm5MPz/iqea6gqMTYlEc2sbiqusGDVqFAAgPFyN9KRYbM039/oadWcokpKeY5SUlGJrfh4KLUUYM3oUjBnpUCgUPiu5OhqoSrPBolQqkZ6ejvr6emRkZATlv8Hnn38eubm5+PWvf43bb789KMriiYiIgo1cLofBYEBxcTEyMjIQFhYmdUh9dtddd+Gzzz7D5MmT8fjjj3MeAyIiokGSkZGBEydOIC0tLSgrd84991zcddddqKysxD//+c+gadtLTCIRSWagkj+BfjG9PwkJX69NrdWKLd+sxxcONwwZekRodUhJ0wMASostXfbtq8LF6XRi647dOH7kAEYkxSE7o/fX3Gg0orysFHK5HFqtDnZ7A4ot9WhwOKEfezquuHIhwsLC/Jqfp79VNx3j8FQ8VVbXQ3BYYa6wQRsdA6M+ucPzdItVMH19D4YiKdnxGNmGGCSpx6KqvASbvivE3vgUjMjMQHltg8+2fh4DVWk2ENxuN8rLy5GYmOh1V1BsbGzQzBu0f/9+FBQU4JJLLhGXabVa7N27NygTYERERIFIEARUVlZCp9N5JYs0Gg1Gjx4tYWT+Kysrw8aNG3HjjTeKy+RyOTZs2MBzBiIiogFUV1eHkJAQaLVacVloaCjGjBkjYVT+a2xsxBtvvIE777zT66bU559/nucMQYjvGJFEBir5E0gX0zvrb0Ki82vjcrvQ2FCHtEig6MRRnLBXIVQhx//WWhAbE41L5p+DEZ0SQilpepgO7hQrdwDAVFiEypJCjMpIQVb2RHEenp5ec4VCgZmzZsNkSoHFbII8wo7EEf2rzOlcTeTRW9WNdxztySBLvRPm4ipcc/FY5IwdIcZhtdlxvKgcKelZ/XoPhiIp2eX9HT8G5eXlMBUUYNuug3DIIzBz9lk9vr7dVZoBvc+lNJAaGxtRUFCAlpYWtLa2wmAwDMlxB4rL5cLzzz+PP/7xjwgLC8O+ffuQkZEhrueJHRER0cBoaWmB2WyG3W5HXV0dRo8eHXRVvh988AFWrFiBuro6GI1GzJkzR1zHcwYiIqKB4XQ6UVRUhNraWoSGhmLcuHFB9z27detWLF26FCdOnIBCocDtt98urgu250Lt+K4RSWSgkj+BcjHdl/4mJDq/NuXl5bDVlMPtdiNBp0K0LhT6tGRo0Yg6uwPFRUWYnD0OBn2auO+4+ARoE/RecxX9sDkX4SFtSBg7BklJSeLxdNpIJMVEYuvmH7ut1vGn0qg3nauJepo/yZeOcaSk6bH+f+/CXFoNhSIEukgNrA2NOG6pQH2bAhdPn9mv92AokpKdjxEiD0FqSipSU1Kh1cWiulU5oFVdg9GeTxAElJWVoaysTFxWV1eHlJSUoJkE22Qy4YYbbsDmzZsBAK2trfjzn/+Mf/3rXxJHRkRENLxUV1ejqKgIbrcbQPtNKA0NDV53Fgeyuro63HnnnVizZo247P7778fWrVuDLhFGREQUyGw2G8xmszjXYFtbG2pra5GQkCBxZP5pbW3Fo48+ir/+9a/iec8jjzyCG264AeHh4RJHRyeDSSQiiQxU8udkWqQNtv4mJDq/NlWVFWhqbEKrw465U8eirskJVWgIzpw6Fm1tbdiUZ4apsAhZIzLFfZcWW3D2OeeKyYOiwhrUNDpx2rTxGDN2HELk7W3HnE4n8k+Y8ekXX6K+tgbq6dOg1+uhDG0e8HmlOlcT9TR/Um+ysrIwbdY8HDuwCzsOl0AhB5xuQFCEYdqseeLr2tf3oC+fy/4mZwZivip/q7oGoz2fw+GA2WxGU1OTuEyj0cBgMARFAkkQBLz++uv47W9/C7vdDqB9Qux7770XTzzxhMTRERERDR9tbW0oLCyE1WoVlymVShgMBkRGRvawZeD46quvsHz5cpSUlIjLrrrqKrzyyitMIBEREQ0Qt9uN4uJiVFVVictCQkKg1+uDZt6g/fv3Y8mSJcjLyxOXzZgxA2+//TYTSMMAk0hEEhmo5M/JtEgbbP1NlHV+bVqbHaizNmBksg6KEDlUShVaWlsQHqWFShuBpKgqWIqKkTUi02vfnSuI1JoIqJWtXgmkrTt24/CBA4hAE+aePQn6jFTUWK1QhSsxY9JYbNtzeEDnlepvVZOvhE1Kmh5JyQt8zgnlSYz09T3w93N5MsmZgZivyt+qroFsz+eZx6CkpEScc0omkyE5ORlJSUlBcSGlvLwct9xyCz777DNxmcFgwOrVq3HWWWdJGBkREdHwUldXB4vFAqfTKS6Li4tDWlqa1xyKgaqxsRH33Xcf/vnPf4rLoqKi8I9//AOLFi0KivMeIiKiYNCxTb6HVqtFRkZGUNyo6nK58Nxzz+Hhhx9Ga2srgPa5mx577DH8/ve/D4r2dW1tbQgNDZU6jIAW+O8i0TA1UMmfk22RNpj6myjr/Noow9SwNjQgVB+L6vpGpKZnoKq6Bk2OZgjuUERHaWF1NPW67877NRUWwVZdgeiIUCRHpCB7/BjExsYiscmBQ8cL4YiOGfB5pfpTvdNdwsZ0cCe0CXrMPutsmEwmbM/diu3btkAmkyEl3YBpZ0xvf+368B74+7k8meSMr2P0db4qf6u6Bqo9X8d5DDzCwsKQmZkZNHfUfPjhh7jttttQU/NL4vCmm27CCy+8EBR3Q3vuzNLr9VKHQkRE1C2XywWLxYLa2lpxmUKhQEZGBqKioqQLrA9yc3OxdOlSHDt2TFx23nnn4Y033kBaWpqEkflHEARUVFR4ta8mIiIKNL7a5MvlcqSmpgZN+7rObfIBIDs7G++88w4mTpwoXWB9UFtbC4vFEjTxSoVJJCKJDFTyZyBbpA203hISxvFTkZ+f3yWhotfrvV6b5jYBBcWVULjbMGXyBCQmxAEAzKbjiAxXwS1TQK0O99q3ryRc59f84OEj0IU6UVZZjanjRyA6OhoAEB6uRqwuAlWVFYiKSRiweaU6J4M0UVE4dPQYPtz8HULVkZgwcTIMI0Z1ed96Stj8uGMf/vu+GWWF+YgKdeKMEUlQKOQoKi/A15+aEZMyAs1KNwx6/5KV/n4uTyY54+sY3c1XFRERDiVa8em6DzA6a3Sf56oaqLaRVqvVK4GUmJiIlJQUyOVyv7aXmt1ux5133ikmkBISEvDaa6/h4osvljgy/1VWVqKqqopJJCIiCmhNTU1eCaSoqChkZGQExV24QPsFrXvvvVdMIKnVajz77LO4/fbbg+a8x2azoaSkhEkkIiIKaG1tbaioqBB/97TJDwsLkzCqvnnmmWfEBJJMJsPKlSvx+OOPB81z8Nww7Ok2Q90LjjNZomFoIJM//W2RNth6SkhExKaivKwMTbUlPtuhnX7GdFgsKbCYTWhsckDQpuBYeRUmtLlQU1sPR3Mzyq0OWKptsDncGDUmDnkHDveYhOv8mp8orsaUselITs+EOkLn9YexJlyN6kpbn1oL9lZl1DEZpAlXY+uO3ZA7HTg7x4CKmjrAXob8vJou7dt6StiEyZ3I256L6acZce6MHOi07bE2NTmwPe8ICmoqYY9O8jtZ6e/n8mSSM76O4Wu+KpfbhSOHD6GprgJh7sZeW9z5MlBtI+Pj41FfX4+WlpagmsfAIyIiAq+99hoWLFiAK664AqtWrUJ8fLzUYfVJQkKC10U5IiKiQBQZGYmEhATU1NQgPT0dsbG+z5cClUwmwxtvvIFJkyZhwoQJePvttwPub4ze6HQ68eYwIiKiQKVUKpGeng6LxRJUbfI7+utf/4oNGzYgJCQEq1evxplnnil1SH2iUqmQnJyM0tJSqUMJeEwiEUkoUJM/A8VXskAVpkaoNhEmkwnFJw4gZ2wW1OokpKUkwaBPE9uXWSwpXq/NBRddio8+/B827TuEhMJKREdHIyJOj5LKejQrgQaXCkKrstckXOfXPE7ZCrU6DPmHDsBos4tJmMYmB1pcAqr8bC3ozxxBHZNB+ScKYKuuwOzJo6HTRqCgsBg2pwKZxlFd2rf1lLBpa3HA1dqEkfpEMXYAUCpD4XY5YTHlQ6WzIjXDiOqGSkRpHYjQ6np8nXx9LjsnyI7mH4XKmYj0tGQx6ePRW3LG5/xO6QYo//+dKiWlJaiqrEBZaQla7HVQq8ORNdIIg769fUpf5jPqb9tIh8MBtVot/i6TyZCZmQm5XB4U8xg0NTWhubnZawLOiy66CNu2bcMZZ5wRFCemLpfL67WWy+XIzMyUMCIiIqKuHA4HwsLCvL5bU1NTkZiYGBTzGLjdblRUVCA5OVlcNnr0aPzwww+YNGlSUFRQdT5nAMDKZSIiCjgtLS1QKBRe31lxcXGIiIgImsqdkpISpKamir/rdDp8/vnnyMjICIqbbd1uN2Qymdd5W1JSUtBMUyClwD8jJKKg5CtRMGL0OFSWl8FeUwKNqw5zcjKh1bYncMorqzBz2uRu26GFhYXh6muu9dqnShOBMyfN6XfbPk+CYXrOGGjjErF591GkJeqgVCiw59BxtCmjMGL8FL9aC/ozR1DHZJClqBhpiTox8eOpfPL1/Huqpqmrq4NapYQuUuP12m/bfQCVleUwJmqgjY9CZmZce/VRfKJfFTwd+UqQue0x2Lt3HyLDVZg2bZqYSOotOeNrX7VWK3aY87F/RzkO7E6BOlQGfUoiVEILwlQyHDFboB8VCZfbhRB5SJ/mM+pr20iXy4WioiLU1NQgKyvL6yQoWCZZ3L59O5YuXYqsrCx88sknXidH06f7N9ealARBQGVlJcrKyjB69GivZF7Hx0RERFLqOI9Benq619wFcrk8KBJIZrMZN9xwAyorK7F7926v79lp06ZJGJn/6urqYLFYoNfrvaqPgiH5RUREp47q6moUFRUhJiYGGRkZXuuCIYFUX1+Pu+66C+vXr8f+/fuRnp4ursvOzpYwMv/Z7XaYzWbExsZ63Twjk8mg0+kkjCw48MyKiAZcd1U5P339GZoddly/8GIcP+JGRoIWCfGxMKTasXn3UZgKi5A1IrPbdmgDXbnlSTDk5h1BUkwknFFx2HHYjPLqGmjj03D+2fORlZXl1x+h/swR1DEZ5HA0QZcYJ45rbHJAGaYWt+n4/Huqpqm0NiMiUgtrQ6O43GQpg62uFpNHp6PS2ozIxHTkZI8V51D69tsWhMgEny33fPGVIEtLSUJoqAI/bd2BhqYWjBoxwq85vTrvy+V2obGhDlNHxuPTgiM4csSG008bibKyMpiKKxATpcUIoxGR4XKUl5cjNSXV52vUnb60jWxoaIDZbEZrayuA9gsr48aNC4rKI6C9n/KTTz6JP//5z3C5XDh69CjeeOMN3HTTTVKH5jdPP2LP/FMFBQUYO3ZsUFROERHRqaO5uRkFBQVoamoC0H5Xrk6ng0qlkjgy/wiCgDfffBO/+c1vxO/cBx54AC+++KK0gfWB0+lEUVGR2OrWYrEgIiIiaG76ISKiU0NbWxsKCwthtVoBtCeToqKigipp8c033+DGG29EcXExAODGG2/EV199FTRzJQqCgNLSUpSXlwMAysrKoNVqodFoetmSOmISiYgGXHdVOYWWIjQIDXA0NUIZpkZjkwMAEBkRjggV8MMPP6C+qhTmkko0K+PgdDoH9C5Cn23U0vSIi09AabEFDrhgPO10nP3/kyqe59LdHEcd+TNH0OjxE8RkkFodLiZ+mpocqLHakZI5GkDXdnCeZNePO/YhTO5EW4sDdXV1qLQ2Q1DHQBcWjuOWChhSk6DTRqCotBwJURq0tDrR4pLDmJAIAIiICEebvRYHDx7C/HNm+2y55+v19pUgUygUOO/s2Whrc2KfqQItiii/5vTqvK/y8nI01VdhxuTxaLJbcbSwHBHRCaiprcdRSxWmx8Ri7szJKCopR1VlhZhE6st8Rr0lH91uN0pKSlBZWSkuk8vlSElJCZoE0uHDh7FkyRLs2rVLXDZt2jTMmjVLwqj6xnNnltvtFpdptVoIgsAkEhERBQRPtWxJSYnXBMxJSUlBUXkEABUVFbj11lvx6aefissyMjJw+eWXSxhV39hsNpjNZrS1tYnLIiIieL5AREQBpb6+HoWFhXA6neKy2NhYRET4dy1Dak1NTbj//vvx8ssvi8t0Oh2WLVsWNN+5DocDBQUFcDgc4rLw8PCgudYTSJhEIqIB111VjkwmID0pFlWVFYhPSERpwVHE2xtRW1sNd7MNcpcD0eEh2FtbDYQDW7ds7nPrte50Vx1lOrgT2gQ9zj7nXAC/JI0O7dsDc6EFOrUcE8aOwIiMnhMuPbWc8yQ8OrZWa2lyYP++ozAdN6HV2YZwXSyS9G7U1teL7eA6Jr2sdbXYtecQ3A4rUhNjEBMdjREZ8XCHKGGprMfx8irUfvEDRqYnYe+BI0iLjUC4LgqZo7KRlJQEoD1hE+JywJiWgJzssWJ8vc0x1F2CTKFQYML4MZBH1ODiyxf69T503ldVZQVidREID1cjXBWKkP9/HhKuVkGfEo9j5jJYbY1iuz/P69lTy7y+aGxshNlsRnNzs7gsMjISBoMhKC4Gud1u/O1vf8P999+PlpYWAO3vy8MPP4wHH3wwKFq5dL4zC2ifYNRgMARFT2UiIjo1tLa2wmw2o6Hhl/O9sLAwGAyGoLmTdd26dbj11ltRXV0tLlu+fDleeOEFaLVaCSPzj9vtRnFxMaqqqsRlISEhSE9PR2ys75u5iIiIhlrHNvkeCoUCGRkZiIqKki6wPti+fTuWLFmC/Px8cdm8efPw5ptverWyC1S+bvyRyWRITk5GUlJS0CTBAkngX10ioqDTXdJBrQ6Hs7kerc0OJCUlob6uFj/vOQiFsxGtbS64BRmOFlZhTHYOxo8ehdy8I90mNvqqtzmL8vPzUV1VKSaZZCEtULdWISM5BSq5G+lpyTDI07pNuPTUcs6T8PC0VsvPz8eGzz7FCUslGhsakJ1lgDY8FD/+8D1qmmXIOX0O9Hq9V9JLpnQiQweMmjAWCal6jBk7DiHyEFj/f4s6RdZYVJaX4ucThSisbIEuNhGzTj8LKakp4nxFVZUVUMhl0ETFeL02vc0x5E+CzF+d99Xa7IAmQQuXy4XjRWWorq5GXPgY6BITECZvw4YtB/DG/77EGEMSFJoo5B043GvLPH90nMfAQyaTITU1FQkJCUFxQlFYWIhly5Zh06ZN4rKxY8fi7bffxtSpU6ULrA888xh0vjMrPT2ddwYREVHAqKmpgcVi8aqWTUhIQGpqalC0crFarbj77rvx9ttvi8sSEhLw73//G5dccomEkfmvsbERBQUF4k0zQHDd+ENERKcGm82GwsJCsU0+AERFRUGv1wdFy9W2tjY88cQTeOqpp+ByuQC0z038zDPP4Ne//nVQnPd0bpMPtN/4k5mZifDwcAkjC25MIhHRgOsu6aBPT8Om745gbGQ0QuQhGDN2HMrLylBbX4/jJVVISDUga1w2jBnpUCgUPSY2+qq3OYt2/JyL2AiFmGT6ZtNPOD1nNEZlpOLQ8UJxPp7uEi4dq4w8x/E1R5BCoYBCocDozBTccNk5qKmrh6WoGA2OJkTGJKGxrhEJScmwWCxeSa+e4tEnxqC6VY5ly28GAOTn5yM/LxdaXZSYQAKA2poa1DY044zT0rq8Pj3NMeRJkKXV1onxOhxNEAQZyusaceZ5C/x+Hzon2zxtDWvrbaisrsPU8SMwJjMVKpUSguDCZedG4pC5Ej/uK8SY7CioWpW9tszzh8Vi8boLNzw8HAaDwWtC6UBWWFiICRMmwGazict++9vf4s9//nPQPIeSkhKxJzEQfHdmERHRqaGyshJFRUXi78FWLdvS0oIpU6bgxIkT4rLLL78cr776KuLj4yWMzH+1tbUoKCgQf5fL5UhNTUV8fHxQ3PhDRESnhoaGBhw7dkz8PRirZS+99FJs2LBB/P3000/H22+/jdGjR0sYlf8aGxuRn5/vdeNPYmIiUlJSgiIBFsiYRCKifvE1v5BnvqDuqnJio6NQ36bAiZJaaA8chk4bifKqGrhdIZg+ew5mTpvslRjoKbHR17gaG6wYkZngcxudNhKlRTuRc9ZUMV6Howm6xDiEh6sRq4vwmo/HV1yeKiPPsYsKa7qdI8iT0IqNiRaP50nMyJzN2J67FcnJyV5Jr77E011CK+9YMaK0ETBmdC099lQUdTdvlDoqCa+/9zGiQp0YmZ4EXagcReU1aG6WobK8DEajERaLpdf5ozrH1twm4OCBIygurURqWjpyThsLS1klFHIZzGXV0GhjEKkJQ/qI0bjxltsHrD1bYmIiamtr4Xa7kZycjOTk5KC6CJGRkYH58+fj/fff/3/s/Xd4Y+d5p4/f6L0DBEiCINjL9K7RjKxRsWTJPfHGdmIriVOdfJ1ssmun2kmcrOPE/q2TeFeO13HsWNmN49hxt9XrjKZ3DjtBFJIAiN478PuDJjScypFmxKF87uvSJc4L4OA5hTzveT/P83lwuVx89atf5Z577lnrsG4Ig8HQFJGMRiOdnZ3rwn5PQEBAQOCnC4vFQjgcplwur8tqWYVCwS//8i/zp3/6p+j1ej7/+c/zwQ9+cF3Ne7RaLRKJhFqthkajwe12o1Qq1zosAQEBAQGBFWi1WnQ6HZlMZt1Wy/7mb/4mP/7xj5FKpXziE5/gj/7oj9bVc7pKpUIul1MsFtdd4s/tzvq5CgQEBG4brtZfaLlf0O49d1y1KmfXvvtwtLayMOcn4IsRykvoa7NdJiDBjVulXSuu2UAYp1mBm8urcFLpDI1GY4XgpVKpSWVyACv68VwrLqlUSn9//3Urp5bt/qrVKi8fP0U6GsZpN2CwW9GIypyYHCccXOBn3nznkqjjCzAx7cU/M8FATydqlRJkr1SbXBrPpYKWb3aRZDpHWawmtBjl8NEjdHd14XA4mpZ4c5Ek3Rt2XrVvVCzfwGoy0eeyopCIkCtVHBjeikqt4dDJC3zrm/+BQdG44vVwcf+oS2PL5QtE63oWUj52belHrdERyubxzYeoieQY9TZ6BlrQ5UXNbVxLwJRKpdd9HZZKmTs7O1EoFOumj8GlPProozgcDv7iL/4Cg8Gw1uHcMFqtlvb2dmQy2brKzBIQEBAQ+OlCIpHQ1dVFtVpdt9Wyf/AHf0A0GuX3fu/3cLlcax3ODSOXy+ns7KRYLAp9DAQEBAQEbltEIhFut5tkMrluq2Xf8Y538MlPfpKHH36YHTt2rHU4N4xYLKarq4tIJILT6VxXiT+3O4KIJCCwRqxmoft25Xr9hfz+tsuqcuRKFTK9nWq5yMzEKCqNloENm+kZGMZz4QS5fOGqvYRuRlzzCyHOjc3Q0+m64ve0dXSusOBzdTiZHB3B3Z4lly8gV6pedVyXsmz3V65USEfD7N8+gEG/JAI1ajVkOhMnzk9xbmyChXCYdDTMlu4WcukEGkmVyakpakoTu/dUyeULV4xnWdDq7u7m5UMHkdT9bNizgZlZH2OjY/hnPdgc7VjtDoLRNPqWpQWFqx2/L3z16+zY1M9d+/Zftj9KcZULk6N8+Jfed8Xr4dL+UZeKbdVqlf/72NeIZqMEolnkGiu79m9oilxnR8bQSOTN9y4LXa1WPRplFf/sOU4efBqFwc69b36QeDRCNjbfFLTmQxGOvfQMC/Pz7L/rrubvl9m8sjfU7Uo6nea//tf/ysMPP8x73vOe5rjZbObv/u7v1i6wGyCXyxGJROjs7FwxkXY4HGsYlYCAgICAwEoymQyBQIDe3t4VmcNa7eqTmtaSSqXCpz71KcRiMR//+Meb41KplM997nNrGNnqKZVKzM/P43K5VjwTmUymNYxKQEBAQEBgJcViEa/XS3t7+4pKF7lcTkvLlV1wbicajQb/8i//wvPPP89XvvKVFc/pF88hbmdqtRqBQAC73b7C1l+tVtPZ2bmGkb0xub1XqgUE3qBcr5Ln4sqN25Hr9Rda7he0/N9l+2t/ZX+1lnbU5vbr9hJ6rXHt2NjHwTPTV/+eDS14LpxoWvB1d3YQWozw9OGzlIoFegY2cHZk7FXFdSnLdn+1QgaX3dAUkPL5ArFUlu6uAYrlGk++cJQ9G7u4f+8WtBoV41MzpGIRLDoVvniKHz31PBKl5orxLIuUhw8dxDd5li1D/ei0Dt7xlvvwzwcZn5ji6NkxOvvl7N23n+7ubp5/9umrHj+dSkqlVLji/lRKBXQq6XWvh6shlUrZu28/k2ePMDC88Zpi4rJQuHfbEMH5ALVyip0D7Wzra+W5o+f5zr8/hkGn4gPveTt6rQ5fcBGlRkdnu4x5/xQeT/tN6bH1evH888/zS7/0S/h8Pr73ve+xb98+Wltb1zqsVdNoNAgGgwSDQWCpAkwQjgQEBAQEbjfq9Trz8/MsLi4C4PV66evrW1cZxOPj43zwgx/kxIkTSCQSHnzwQXbv3r3WYd0Q0WiUQCBAvV5HJBLR1dW11iEJCAgICAisoNFoEIlEmJubo9Fo4PV6GR4eXlcVL4uLi/z6r/863/3udwG45557+MVf/MU1jurGSKfTeL1eKpUKhUKBwcHBdTVvW4/cvqvUAgJvYK5XyXNp5cZacbVqqWw6RU/31fsLXdyfp1qt8swzz3Dh+Ats6XPSqCqQSfVsHO7Hnc1z8OQI3Rt2Iu3ouG4voeuRy6TQqBucOXOKcnGpesjWYsfhcGAxGXF3uujfvO2K3wMQjSyuEJk0ajXxkpRCXY8uL0Ijkb+quC5luS/Q849/G+OWLhYjMXI/EZDURhsOh4NiuUbhqUOUigXiiSSlUgmlQsFcRUJdZcJgLDK1EOcd777vsnguFu2U5Sh3b+lCr1cyOTpCaDHCnbu209/TRaerg2hZ3rzWlm32roTJaCSRSKwYq9VrhEIhLoxcIJYp8vTzL+HqcNLd2dGMZ7V9rS7tlaTVavDMzjIy4aEiUiLTLsXlnZnCaTOSy2QI+mZotWipFDLI5HL6Ox0snp3BolSyGI0xF05QqdYAUKmUWA0afLMzt8Xv1vUoFov88R//8Yqs4XK5zMjIyLoRkYrFIrOzs+Tz+eZYKpXCbrcLkzsBAQEBgduGfD7P7OwsxWKxOdZoNKjVard1Utcy9Xqdz3/+8/zhH/7hin04derUuhGRKpUKPp+PVCrVHMtms1Sr1XVxDgQEBAQEfjool8t4vV4ymVdcbMRiMZVKZd2ISN/5znf49V//dSKRSHPs5MmT60ZEujTxB5aqmAuFAmq1eg0je+MjzMgEBNaA1VbyrCXXqpby+sM4TXLcriv3F1ruz7O8jVOHnmGTy8iGLge5fIGF2QmSiTiDQ8M4bUYW5vzc/8BbXtM+V6tVZn1+MuI0e7cOomnRr/iuUl2MVm+4Zs+iSy34VBot9zz0rptuMbjcF2jW4yGUiqJcTCNXqmjrGmhauGWzOdpa2+gZ2EC6KiL6k/ds2rEHh8NBYC7IiC92xX2ZnJxk7MwxHCYNwYU5xBUTdpuVOzb3cuTcNB5fgP6erssEnmWbvSuh1eqY8SVJ/aRSq1avMT42yuK8n1KpxKbeNqzqxgqhSiqVrrqv1cW9krwzUzx9+GUqhQzDfV0MD/SRy+eZPHuE8Wkfb79vD6dPHUcvKmDWGFEqFBRLJerFNNHIIhv7Oxmf9tHRsWTRJ5WIcbW1kNIpGVmFoLXWnDx5kkceeYTR0dHm2IEDB/jqV7+6LkqyL83MWqa1tZXW1lZBQBIQEBAQuC1oNBqEQiGCwWDzfiUSiWhvb6elpWVd3K/8fj+//Mu/zLPPPtscGxwc5LHHHmPnzp1rGNnqSSaT+Hw+qtVqc8xisdDR0bFuFuQEBAQEBN74xGIxAoEAtVqtOdbS0kJ7eztisXgNI1sdqVSK3/3d3+Vf/uVfmmM2m43/83/+D+9617vWLrAbIJfL4fV6VyTN6HQ63G73ChtigVuDICIJCKwB16r4WG3lxq3mWtVS4VCYp148Sj6bRCERNSt+VGrNFa3Hup0tDA84abEt7bM9X2B02kcoFLpp++vxeFBJGigUKswmY9Mizp4vcOzsOL5kjX33v/2a27i0V8+tZDUWbu2dXahUarZsHLrs81cTZ6rVKk/++IeoylFcfRaMEiflQpapqSnCJjMOqxZ/YI7+nq7LtrFss+eMJ4glkvgDcxQKeRoNEfOxNDbXQLNSqFDIMzNxAYVSxfDmLbQa5PR1tuNud3Dw1AQeXwC7zXrd/lFXqnZriKX0dTm5e/eWy6698+dHOHXqDORjbN3cg8Nm/cmrOqbm4ijUOmKpAkbTkh+uQaums60FmUyK3x9YlaC1VlSrVf76r/+aT37yk82FFIVCwac//Wl+53d+Z11MTK+UmaVUKnG73Wg0mjWMTEBAQEBA4BWW+xjkcrnmmFqtxu12r/DUv11pNBo89thjfOQjHyGdTjfH/+t//a986lOfWhf7sNzHIBZ75TlAKpXS2dmJ0Whcu8AEBAQEBAQuolqt4vP5SCaTzTGZTIbb7Uav169dYDfAc889xy/90i/h9/ubY+985zv5P//n/6yb/k0X2+TDUuKP0+nEZrOti8SfNwKCiCQgsAZcq+JjtZUbt5qrVUtptWp0ShHH/X7Myjq9HQ6kUjEXRkaIFUVs2X130x5ueRsRUZVU5uKHdBUWg5bIYhiRVHVT9tfv9bBj41LFysFTEzjtBgw6DalMjinfAgW57TX1MboVXGrhdr0+Tctc2ifoYjweD6VUmIcPbKG3y0UsZiIenseg1XJ8zEu1ZqRQk11xG93d3cwFAnz569/BKKvS2+HAIBMTCMWolES0trbS1u5kYc7P8eMnsGhk7Nq2k86ONqanJhmd9mExaFHL4IWDR2hzua/ZP+riardWqx6Nsop/9hxHTpxGplDT2+FAo1atsMYb7uvipUOH2TvcQbVWo1avk0ylGfGEODUVQqtW4QssoDWY6GyzYTUZrnvMbgdmZ2d53/vex7Fjx5pj27dv57HHHmN4eHgNI1s96z0zS0BAQEDgp4NYLIbf76derzfH1lO1bDKZ5EMf+hDf/va3m2MdHR189atf5d57713DyFZPJpPB6/VSLpebY0ajEZfLhUwmW8PIBAQEBAQEXiGTyeDxeNZttWy1WuWjH/0of/d3f9cc0+l0fP7zn+eRRx5ZF/OeK9nkq9Vqurq6UCqVaxjZTx+CiCQgsAYsV3zciDjwenO1aqlQKIS8UeJNu7ewZfNmjp08zUJwgUq5QrZUp29z6bJtqFRL/Xjc7dlmhZBGrcI7G6Ig1t6U/S3ksvR0WtiyYRCPL4A/MEcgFkWlUtM7uJFMTXHbeapfbOG2bKEnV6qQ6e0U8zmmxs4zGwgzvxBix8Y+LCbjSpHpCuKM3+vB3d6C5CeL9iaTiVwuSyqbQiltcOb8BDprGwdPjly2DalUiqO1lRarhZ52c7PK7MDwVlRqDYdPj0G7E5e7m2OHDyEVgz8wB0BvXz/RqJnIYph0qU4sV+XAdfpHLVeq7d02RHA+QK2cYudAOyZpgZEpPy+9+CLReLxpjQcwPNDH9596CV80Qz4/icc/Ty6bZTFTxag3YJdJee7EBaRTM/R1u8hmMtc9ZrcDSqWS6elpACQSCX/8x3/Mxz/+8XW1kJLL5ZoCklwux+12o9PprvMpAQEBAQGB1xepVNoUkBQKBV1dXeuqWlalUjXnDACPPPII//AP/4DBYFjDqG6MYrHYFJDEYjEulwuL5couDQICAgICAmuFTCZrPuNKpVJcLhcmk2mNo1o9EomEubm55r/vuecevvKVr6wLm/xlqtXqCgGpra0Nh8OxLgSwNxq314qqgMBPCdetQLkNFrqvVi0VWQwjFYuwGMxE43GsOiVbe7dh0GkYnfAwfuogWo2aO/ftb25jw2AfocXIigqh0QkPk6EsO+96YFX7eyXbM5e7G5fLhd/vZ2JygtRcjQ1DA9ha7NzzpjuBJdHr0OFjzIQyaPUGXO7uqwobV/uO5fiu9tpqxalrbb+/v//yPlT2FpxmBefGZjh4Zhp3p2upr9M1xJlCLovL5SKWSmHPF1CrVTidHSQSWrzhFJOBRfb27bzqNhbm/Gwb7ruihV6rVc8TP/o+RrUUZTWBqianFG9wfN5LMNTHvj07aW9rRyRVoeuQX9EW8OJjcOzwIXocOryzCiq5BBv73KjVKqiVEDVq5Gpy0tFws4cTQC6fp29wkM52C6fPnOPgqVF6XS10OqxUxXVC4SDu9hbMthZGvHHMxioqjfaax+zVnK+bLUi2trbyj//4j/zpn/4pX/va19izZ89N3f7rgdPpJJ1Oo9Vq101mloCAgIDATx8GgwGr1dq0QVlv1bIKhYLHHnuMhx9+mM9//vP8zM/8zFqHdMPYbDaSySSNRkPoYyAgICAgcNuiVCqbz7mdnZ3rKskTlizfvvCFL3DixAl+93d/d93Y5F+MVqvF4XCQTCYFm/w1RtS4uOu1wBuOdDqNwWAglUqtG6/OnxZezwXqV8Pk5CSTZ49c1hPp2WeeYn4hRIvTTSWbZP/2gWZ10WIkxoVLqouWt6FRq5oVQvF4HM/cItv33cd999133f29TFz5iejmD8fxLybpsBmgUiQVDbK5r4NyrY5SZ6EBxEJzTPkW6B3ciMVkbAp1d+7bv+J7r/Ydc5EkWks79Qbk4/NXFP0u3daN7MPF2/B4PJcd81q9xuTUNI8/9zJqk4Pevv5rXidPP/k4JlkRhbhOPhnBYtCiUavI5QscPjNOtK7n//ud37vss8vX47e+/q8Mtutxd3ZgsdgAiMUilIsFJmZ8PHf4FL/wtrvRKqXk0nHcrVYSmTynPYvsu/s+2ux2Dp4coX/LHZeJSJceg1Onz9DTqie8GKHdZmTP7p2IxWJisRjnzp0jnq/T291JNC/i/gN3kUpnOHhyBJHaQiERhHKWRNCLnApiMcikcjL5Aq3tLkoiJbq2AR546K3XPC+v5Xy92t/TRqPBv//7v/PAAw9gNptXvFYqlVAoFK9qu68ntVqNfD5/WaVRrVYTxKN1jDBnEBAQeKNRrVaJRqM4HI4V441GY91ksL7wwgtYrVY2bNiwYny9zBkajUbz/nIxtVoNsVi8bs6DwEqEOYOAgMAbjXq9zuLiIi0tLetOaFlmYmKC+fn5y+xt18ucAWjeVy6eHyxXkK/X8/JGYe1XqgUEfkqRSqX09/dfsVrjtXAzxKlqtUq1WmXaH+bC+XO421twuVzIlUrOTs1h1GuhXluqKtK/0s8oly9gtlgQSVX4vR4O3Hv/ZRVXNquVUkPKvoGdqxZfnnzySY4+9yO67FryYSVmq43+gSGkYhg/d4r24XvYsmGQl4+fIhAJY9UrOXv6JOlsnha7ncGNW5qWaO6fCBEej6d57KvVKs888wynDj1Dt7OFiKiKSqVkw2AfbleBbz/+HOVKjfe+/f4VgtqVtnU1lq3bLhXlLt7Gcg8prVbN/MI84VCQ2ZlpJI0ybdoGFQpY5WUmzx4hFFy44vFbtkrcu22IgmnJXi66mKZUa1CRG3ngwENXFJCWBROLRopeIUYrLnHs5eeQSSUM9/ega9Hz0ks+VBQxaORsHh5k0jNLNJ1Er1agqBf5wY+fYnjT1qtW0116DCLRKHp1A1GtjLheJpFIYLFYMJlMlBpSIvEoLdYMgWCasyNjzEWSSDQWLFYbnnSaU6eOsM2l5c7tm6nWakSTOdR6I672Np47cgaf13PNc/Jaz9er+d2NRqN8+MMf5pvf/Cbvf//7+X//7/+teH09TOyW+xhUq1WGhoZW+BALApKAgICAwO1CKpVq3q+kUilWq7X52noQLorFIn/6p3/K//yf/5OtW7dy5MiRFRU762HOcHEfg76+vhVigzBnEBAQEBC4Xcjn88zOzlIsFqlUKnR0dKx1SDdEvV7nf//v/83HPvYxdDodIyMjtLS0NF9fD3OGSqWC3+8nmUzidDqx2+3N1wTx6PZAEJEEBN5AXFY9YbWQSmeuKTpcaxv7t/aSStuZ8Xh56sXD6G1OBrfvp5IOk0rF6G9zNj+XzxeIpbK0dQ1QqTYI+GJX7PlzI9Zi1WqVgy++wOPf+Tc2t2vY0WOjVqsTjC5w7OUQEpmaQXcLiURi6bt2bW9WO417g5SqcP9b3kp3Z0fzuwx6HU6bEb/Xs8JC7sLxF9jkMjI84CSVyTE5OkJoMcKdu7ajltSoFIorxARY6utUK+b43rf/g4H+gWsKdssC0aXbuDieQi6L1mxifGyUfDJCvVLCpKjhbrXjDUaZDMfZONyPO5u/qpCxbJV4+PQYTpsRo7mFVDpDJJKkZ8OOFe9fFhwPvvgCZ46/hN1koN5okI6HkIrBplNg1Kow6jRIZQqi8Qx7NvXi9frx+EMoFHJKpTIKuZRCtYFnPsK7PnD1c3vpMXB1OJkcHcGglCKhSjqVxGKxkMnmqYqVbNy6g2AwSChdIVyQoLW5UKvVSCQSunt6OH/2NIlcjmCygEKuoL2jE3uLFYlEglQsIpVIX/P6uharOV83KiL94Ac/4Fd/9VcJh8MA/Nu//Rsf+chH2Lt376uO8/WkXq+zsLDQjB8gEAjQ19e3hlEJCAgICAispFarMTc3RzQabY4Fg0EsFsu6EI8ATp06xQc/+EFGR0cBOH36NF/96lf59V//9TWObHU0Gg0ikQhzc3MsG5/4fD42bty4bs6BgICAgMAbn0ajQSgUIhgMNu9XkUgEh8OxbqzrAoEAv/zLv8wzzzwDLCVw/OVf/iWf//zn1ziy1ZNMJvH5fFSrVQDm5+cxmUyC3e1thiAiCQi8gbgZ1RNX2sa9d+1tWom53W6iETWHRsfQiMuoFXJyPxGQ1EYbDoeDkdFJVJqlCqXXUnHl8XiYHT9Du1HB/h0b6O9aEq16CkXOjs8y4V2gtdVBoZB/5bt6uujv6SKbipNI55u9dC7GoNcR8MVW7O+WPicbuhy02Jaa+rrbsxw8NYHHF0AuFSO9JPGhWq3y8vFTpKJBHGopGzuvLdgVclkMVsuScPMToatQyKNSqRFLpGRrCrR6A57ZWYzyGsO9nUzNzGJrb6HL2Uo0ladRSRIKhWhva7+qkLFa4W5ZPEsEZwmMn6THIqenQ0exVGPMF+b7T71Aj9PG1qEujp46T0Omo1gXkcwWaNSrWE1Ghrs7SGVyzEVSFCrQ3u665nlePgbLdHd2EFqMMD0xSjUXw5kpki41mAunMFhbGR7oI11q8ODO+5BIJM2GlgAOhwOnsx1NJcZAX9+KirhUOks8U0Srtb7qyrxLY73a9bMaMpkMv//7v88//dM/NcfMZjNf/OIX142AdHFm1jJarRaXy7WGUQkICAgICKwkm80yOztLuVxujhkMBjo7O9eFeFGtVvn0pz/NX/zFXzQXUuRyOZ/61Kf41V/91TWObnWUy2W8Xi+ZzCu9VZVKJW63e12cAwEBAQGBnw6KxSJer5dcLtccU6lUdHV1rQsBqdFo8K//+q985CMfIZVKNcc/8pGP8OlPf3oNI1s9tVqNQCBALPbK+opUKqWzs1MQkG5DBBFJQOANxGqrJ661sO73enCYdYQjUY6fOkMumyWVyS1VqKTTjHsCPPz2d7PljgOMnzqIShfCbLHQ1jWAw+Egm80zF0k2eyK91v1RS2q02a0USpXmuEalpNVmxDcfxutfoG9T62WfLVfrVOtX3m4qnWmKXMvHrFFVkMsXLjpmWpx2A/7AXHNbFwtAs14f0cUwG3qctLm7cbuWBK6rCXYqjZZYIol/foFEeAEaZbLZHP5UBu/8InJLJ+/7+Q/w9LEXuXdrF2q1ilK5hNqoJ5XJsZjM0d/lJLIYpr2t/TIh40bFkmXxrN1mZF4r4+F9W3G12ckVirS2+Dh1YRZ/OEq+Kkap1XP//XuZXQgTDUzx5l27EEvluNuXyqNtljhHzoyic11+Hi5GpdGSSr+yoLBcPWY1m/na17/Jmdlxtm6S0tPtRqNW8/LpUepywwrxSCaT4XQ6iUajpNMpFhbn+fcfPM1AVwcd7a1kcnnmwimqEiWdne5XXZl3aaxXu36ux0svvcQv/uIvMjs72xx7+OGH+ad/+idaW699vG4HrpSZJRKJaG9vp6WlRVgMEhAQEBC4LbhStaxYLKajo2OFjd3tzOTkJI888ghHjx5tjm3dupXHHnuMjRs3rmFkqycWixEIBFbM3VpaWmhvbxesaAQEBAQEbhsWFxeZn59v9tqBpUTVtra2dfGMG41G+c3f/E2+9a1vNcecTidf+cpXuP/++9cwstWzbJN/pcSf9SDi/TQiiEgCAm8gVlM9cT3Lu1QiTiyziFpSp9Wqo5bNkS0sUiiWUUmVGBVlPBdOoDa3s/3O+8jG5hFJVVSqDUZGJ5mLJK/aE+fV7I9cKsbZ6WQuEsHdnsOg0wCgVilpiMSM+4LsfpNpxedS6Qz5moSGVEkqnVkhqqXSmRUi1/Ixk0n1LMxOYM8XUKtVS8dMp2Fybo58TUJVJOOp5w9SK2Rw2g2UDTJscj3zC/NU5Vq2blny27+a3ZnL3c1zP/4OBmkJvUpOrVxmg8uKStHKOb2cEX+Us2dOU6zLODcVoCEWE0tkiUYWaYhk6E1mejramI/nmvuxLGS8GhvDZfEsEo3iarMily350mtUShwWPW12M11OC4l8nY1bttHf08XJU2akeSMzgTAGvR6DMUG+UCQYSWIymTBf5Fl7JZb7NbkvOidSqZT2Vjt37tuP0tSGRNQgn8tSzItRGFsxmUxNz3yDwUChUOBrX/0y6cgcokYDvVaF3WxkbNrPuC9MT28fra4u6pEkYpniVVfmXSnWK10/V6NYLPKJT3yCz372s03xRaPR8LnPfY5f/dVfXRcT0ytlZqnVatxuNyqVag0jExAQEBAQeIV8Po/X66VQeCUZSKvV4na710UPgEajwaOPPspHP/rR5j6IxWL+6I/+iE984hPrIhO3Wq3i8/lIJpPNMZlMhtvtXtEHSUBAQEBAYC0pl8v4fD7S6Ves7xUKBV1dXWg0mjWMbPVcapMP8IEPfIDPf/7zGI3GtQtslbwREn9+WhFEJAGBNxCrqZ64nuXd1IwfkyjNAw/fTS6Xo5ZPsu/e3VSrNb773HEMRiP7d2zk4MkRujfspM3Z8ar6Ha12f2KLdawmPdVajYNnpnDaDBh0GkZnfIz6FhFp7cxHkkhHxjDodc1F/q7BrdQbcPDkSLM6a/m1i0Wu5WO2cbifZCLO6LQPi0GLRq1iZHya4+d8tLt7CS6EOH/6OG/Zvx2bsYM5vxeHxUBPTzfexSweX6BpnXclu7Pu7m5+VBORDgex6WQc2DmEXCYhkyuye8cWenpyfO/gcXI1McVUiXAyT7lcolEp8eCbdrJlqIfAfAi5UnWZkLF8TvduG6KQz7EYCrIYDpGIxXn54EtMjI/hcndDvUq5WECl0TI9NUnnrmH8hTztDjuZXBG9tkihWCQeixOJRqhV64RTRe6+9wEANGo1lt4e5gNz5GsFitPz1OvQkMgZ3rSViuLaiwQul4vjx47yha9+HZ1KisloRKvVgUyJqbWrKXY1Gg3GxsaaCykSiYT29nbGRi8wc+EkVnGaN9+znXypxLMvn8UfjrNjQy/Rn/RACsUzmFq7KORzr7qv0XJvqetdP1fju9/9Lp/5zGea/96/fz//8i//clPE1deDRqPBzMzMCvu61tZWWltb14UAJiAgICDw00M4HG7OGUQiEW1tbdjt9nVzvxoZGeF3fud3mtnQfX19fO1rX+OOO157Vf/rxaUCktlsxuVyNROBBAQEBAQEbhav1rIeIB6PrxCQbDYbTqdz3VTLplIpHnnkERKJBAAWi4V//Md/5D3vec8aR7Z6QqHQCgFpPSX+/LQjiEgCAm8gVlM9cT3Lu0PHz+FsUyGTSohEY1iNGjQqJaVSGZNWRbFcbb53Yc7P/Q+85VX1O1rt/gSmLzAfjrN9Qx+haILAQoiJuQDj3jByvYO9dx4gFglz4YXjSwsHHW527bmjGdP1egM1j1k2z+DQMKFQiMhiGM/MAgfPzGCx2nnTjgGCLSqycTXBaIwfvnQKs06FQmtkeHCAmsiDPzDXFJGuZHcmlUrp6nQRKCWwWhQUq1ATSzDZ2qjX60RCE5TiAZCo6Rtw093ZTjRVxB9JMb+YolqZIBxLoDbZmT85skLI8Hs9tFr1BOcDZBOL1AoZDOIyZruKfFLCsRceJ+rtwN7axl137CaXz3MuEeL5QynEiFjwx5FRJZc5TrtFh0mnxm7SMuoJMj0X4eiJU5RrDcLRBCpxme4N29HptFTLJeRKFbYWO+FYkkRFecUJXZvTRbVa5dmnnqCQWMCsU6JVq6lXCsz4kji6hnlwzx3NcyISiejq6mJsbAydTofb7WZ2dpb0op+edjPtBgddnT+xD2xz8K0nDzMTypLJ5igmwrzj3f+F7u5ufvz972Cwv7q+RqvtLXU1fu7nfo5//dd/5cknn+Sv/uqv+P3f//11tZAiEolwuVxMTk6uu8wsAQEBAYGfLjo6OshkMktzra6udVctu2nTJv7gD/6Av/7rv+a3f/u3+Zu/+Zt1d891Op2k02nEYjEulwuTyXT9DwkICAgICNwgr8aF5WLsdjvJZJJyubwuq2UNBgP/+3//b37+53+et73tbXzpS1/C4XCsdVg3hMPhIB6PUy6XBZv8dYYgIgkIvIFYTfXExIVz17S8U0jB5mhndNpHOLjAQIeNUCRKJlfEYrMRK8mb773WIvzN2p+Fwa2cPfYCC4tH6HBYEIvEpPJllIYWVEYr9VyUrd0t3L21p7mv0cgi/f39SKVS+vv7rylyLR+zF4+fQymuUsxnmZj2cGHKR61aY/eOLWjVakwGDTsHd6FQKDh4agKDxUa1kadYLGHQaQjEosC17c40OgMAw0MDuJ2t1Ot15uYCREMLVAsZNvU6KdSlqJRSorEoHW2txJNJFuI5xvwRxAoNNkkDsahMVRTm+WefxuXuJpdJoVE3qJVTtFn0FNIVXK1L2Z++UJRkNERar2LW62N+foFd27fQ53bywyeextVqw2VV0+e0E1kUEY6nmZmPsXnjIB3dOvq372N6do5kdRS5qY1yLoHVZqdSfsUyJplMc2ZkCpHSwN995q+pFDIM93UxPNBHOpflqe99nbmFRbpatDx873YkYjGxVBa10UZrewcvnxplZmaGDRs2NLepUqkYHBxELpfj8Xj43rf/A4e6Rl5URy9ppVarIZFIsJgN7NnSSzQvorf7DkZ8seb5fq19jVZz/SwTjUZXlF6LRCK+9KUvsbi4yObNm6/7+duBer2+IgNLp9PR3d2NwWBYN5lZAgICAgJvfEql0ops1eX7tVwuXxf3q3g8jsFgWJFc8ud//uc8+OCD3H333WsY2eq5dM6gUCjo6elBpVIJfQwEBAQEBG4Z13PWudSy/tI5g0gkoru7G7FYfFPcc241xWKRSqWCTvfKvr7vfe/DZrNx3333rQvx5dI5g1gspru7G5FItO4Sf37auf1/YwQEBFbNaqonrrewrjWYsNod2C1G5kJR5iMpXEotZns72UYctVTcfO/1FuFvxv7sf9PdtDhaOX70CC9PeqnVakgVehqyBomgF7dZiUrVjrPNgdvlvGa/m6uVPW/fsZNvfcvH2aOHWZjzY1RLaVHL6etoRVVLMzF6jkgyi1Uro89mwWk3EMmVMLfYGJ32sRiJkalIOTsydk27M5e7m+MHnyW8GMftbCWRSFDKppCIGoglUpQKGblcBatew4w/SKUhRyKVka9Keef7fonFUJBsbH6FQDh59gizgTAFVY1dQx1UykV0GiUSiYTDZ8bx+efpd5pxWeRs6NCzEE8x75uiWK6jENVoMappabERCIWxaGR0OKyEUnPMhLIYra3o1Cp0KimpdJoHHrqbF559mh898TTDXQ7sVjMBT4AnXzrJ1FyU3o4W5KIqdpuNsQsZzo6MIKNCIhohFE3RYdmEu6MNgHRulhdfeBGl3kym1MC/mKavrw+xWNw8R9l0Cq/Pj0ElRlHLMtDRSSGXIjjnRyIRM9jXg0QiaYp4l16Tr7Wv0WpoNBr84z/+Ix/96Ef5xje+wcMPP9x8zeFwrIusoGq1it/vp1qt0tfXt2IiKmQSCwgICAjcLlQqFbxeL/l8nuHh4RVihVKpXMPIVs8Pf/hDfvVXf5Xf+73f42Mf+1hzXC6XrwsBabmPQTKZZGhoaIUQtt6yuQUEBAQE1h/Xc9ZZtqyv1WrMzc0Ri8UYGBhYUeG7HnoNApw+fZoPfvCDbNu2jccee6w5LhKJuP/++9cwstXRaDSIRCIEg0EGBwdXiHlqtXoNIxN4tQgikoDAG4zrVU9cb2F909adBKNhejpd7N67j4XZCeyONirVGguRNP3DG2/qIvxq9md4eJjh4eEVpcu5eAhHTw96vZLJ0RFCixHu3LX9qv1urlT2HE+lOPT095nwLpAMBbDo5dyxwcVb9m9lYsYL1TKp6AIanYWFwAJPJOPYrZamaDE4NMzk1DQHz/tQmxyECxJkeju5TIavfOkLpNJptFodXd09dHR2Ua1WyZThGz96jkQ8gkomRiUX4Z+PUK6USKQLOB02NJIqNg1EFufQ2DrobnUjlUrJxuavmHEzvxDi/MQM2wfaqZfLmIxqPHNhFiMRrHoVnS16ejvbcLU78CzECKUqzEXSDHe3otUZsLR1MesPUShXsFnMuDtdjAYStDvs2HViLEMuRr1BvvPvj5GOL7Kxv5OFeI5otspiJEK9UmCr24jNqMCk05JIJRmdDJLKV3hw7yZ27+rl7Pgsk+PjvHDEhVgiIpdK0WbTU2hIUcjFeMMLPP7jH6HV6sjHl4QykaSEqhyhs7WN2aIcsVTK0EAfC/5ZUrEIYYOBtlY7qUyORkN02TX5WvsaXY/5+Xl+5Vd+hSeeeAKAX/mVX2FkZASL5cqVfrcjqVQKn89HpVIBIBKJ0NLSssZRCQgICAgIrCQej+P3+6nVasBSD57e3t7XNYbX0oMhm83y+7//+3zpS18C4OMf/zhvectb1k21MkA+n8fr9Tb7T83NzdHZ2bnGUQkICAgI/DRRyGWv6awT8MXIZrN4vV5KpRIAXq+XoaGhdVGtDEvzjb/927/lz//8z6lUKly4cIF3vvOd66rvUblcxuv1ksksJbB7vV76+/vXReWUwNV5XUSkD3/4w1gsFnbt2sW+fftWWP4ICAhcndfysHo1rrewvnvPHRw7eoSDJ0dotepJFBp856lD5AoljLY2MtkcU/7QTVmEXy3Lx+Hlgy8S9o6zd8cGxEoJeo0KqmVU4hLHjxxiyuPD6bCxsBAklK6sOFaXlj3X6jVymQSdRglnwh5MSgl9rXraTGr0Kin1Wh0pddqMCjR6GaIeBy+dneYbP3wWu8VItq5gZHSSuUiSnXc9wPYdO/ned7/DwswFKKXRKcU4dVqKpSKByQwXTh2mUqvz8N07OHFKyqEzU9SKGRwtVsqVOtl0AlebFYdRhlZWo7/dgkGT5bnTp5hNnWVs9AI2nZywy4FGrWqef4Nex46NfZwfn+K5o+dpNauZn6ty7Pw0WoUIqVhEq1mDVq2kVC5jNuiRyquMTPsZclmpy2Vs374TsViMXlqlq9PJ0VPnmQlEuXvXMAa9limPj2pDRD0fZ9ChYs8GN3K5Ao9/Ac/kIlv62mgxaEhnMmzsaaNSKtHVouP4xDze+UXec/9OjFolkjOTnD0/glqjZc+2jeRKFTL5MhKZEoVGx2JgmmCtznvffj8GvY6nn3+J3VsG6OtsJ548xtiMH7fTjsFiI570MDI6Qb5Y4tjZCVBbGercsOKafK19ja7F17/+dX7rt36r2dAS4F3vete6aQa5nJkVjUabYxKJRLCgERAQEBC4rViulr34fiuTybDZbK97HK+2B8PBgwf5xV/8RTweT3PsvvvuWzfPxI1Gg1AoRDAYpNFoAEtZ0Oul+ktAQEBA4I3DtZx1kqk01TpMTEw0x8RiMS0tLetGQJqamuKRRx7hyJEjzbEtW7YwMDCwhlHdGJcm/sBS5VGj0RBEpHXOLReRFhYW+OIXv9i8UL75zW/y7ne/+4a2sdz7QkDgp4nX2jDwaqxmYf3i14syEzWDHIW+jkKvI1lT0b9lw2tehF8tFx+HcmKBnf1ttOokPHlikqxezraNg7R02pgL+Dhy+CCi7Rtxt9vRqGsrjtXFZc/VapXDx04wcuYkNrOecimHUqrBoNXS2WYlGAwjE9dxWs0YNQqy5QYb+9zkKmLy5RpHxubo7NtAtCynf8sduFwuvvXN/2B+7Djb+9sR1RS4W61U6w0KNQkvnBhjcTGKTCZjZlrHmw/cBcBTzzyDzztLrgKKWpE3WTT0tplRq5RE4ylCkTipVJIWlZ42Hbjs2hVVV8vH32IyMjQ0TL1W4sKsn0IyTKFYYseeITLpFLl8gXgyS7UuwtpiRyQtUypXSWcLtJiW7OVsLfalqrN8Af9cEIfNiEGvJZ8vcH7Ci0JcZ9DdSpddg1wCXZ1OCrk0lUIWtVyHXi3HrLNg0avI5hrsGupArVLw/ZfHefnsJJVKhVqlSiyXIl9XUK5BLJEmnskjqldxdbiIhxM0JLJmpVWhkMdgt6JWq9g04ObgOQ8vn56izaanJlVzbszDWX8KhcHOA29+a7MP1qXX+2r7Gq2GeDzOb/3Wb/Hv//7vzbHW1la+/OUv89BDD92U77jVXJqZBUsNOjs7OwURSUBAQEDgtuHSallYsll1uVyvex+DG+3BAEt9GD7xiU/wmc98pim+aDQa/uf//J/82q/92rpYSCkWi3i9XnK5XHNMpVLR1dUl9DEQEBAQEHjduZqzTjgSY8SzgKX1lQpZrVaL2+1eF4mejUaDL3zhC3z0ox8ln88DSwLYH/7hH/Jnf/Zn68KC72qJP263W7C8fYNwy2ffzz77LLD0C9HT07NqAWlkZIT/8T/+B8888wyxWAylUonb7eZd73oXv/Zrv4bb7b6FUQsIrD2v5mF1tVxvYf1mL7y/FpaPwx1bBvmP2WmCkShzCwtkMhm0UhUahRSZVEJHiwHRlh50KimJVI59+9+EVqtvHqvlsudqtcrLx08xdv4UfW16elztBH1WfMEYvoUIHTYthUKBNqsOg1FPKLxItSEmlm+QTqfJFUskMmUOdPc0K508Hg/+yfMc2D6IUiZCI9MgVyiIBMOMjM+wGIxAQ8KB3duIZrJ4JsfQW+28620PcfDF5zk1OoOiVsEfSWEx6VEri5wcn2UqEKW3w4HZYkOhVeF22jGbjBw8NYHHF6C/pwtYsiLs7esnFk+Qjs6zbfMwnlkfiVSGcrmOViklkUxSrouw2R3M+OdpIGYuXqBzaOlm7nA4SCbiHDs7zskLkzgdDv7vf/6YWDJNMJZhz5YB1AoZpXKFSrkMgFQsQqtRksnm0HVYUKvU5AolqrUaSoUGo1aFWiFjZMLLtsFOXF09lAJRopkMLx0/j04pos2sxtnejt6oY3QkSqYiplavIRFLUKnUpDJLixYGnZbB7g6sjg78gTkm5pOIjR28493/5YqC5q2o4nv88cf50Ic+RDAYbI69973v5dFHH8VsNr+qbb6eLPcxCIfDzTGxWExHR8e6yYYWEBAQEHjjU6/XmZubIxKJNMckEgkul2vN7rer7cGwzNmzZ/ngBz/I+fPnm2P79u3jX/7lX+jp6Xnd4n4tRCIR5ubmqNfrzTGHw0FbW9u6EMAEBAQEBN54XOqso9dpCQQXmV2IodSZsFqtiEQi2trasNvt6+J+NT8/z4c+9CGefPLJ5lhvby9f+9rX2Lt37xpGtnqulPhjNpvp6Oh43RN/BG4dt/xMHj16FFgqeX/f+963qs888cQT/MzP/AzFYrGZtVUoFBgbG2N8fJy///u/51Of+hS/8zu/c8viFhC41VxvkftGH1bXmluxaA9LD+0Os44LE1MU0nE62vXojBradO3MzIX57jNH2D7kplAoopJLkVAnlq9Qr9WZ9UyRDHn5nieAraWVuFFKuVIhHQ2zY8BFT7sFo15Hv7sduUxMpdHg3NQ8dqMSi0GNw2JmIRwjmq0w6p1CrdHQ5WxFbxFhV71S6VTI59CppNhbzIQW5snEsyikIBM36GkzoFXAiDdGJleg3dHChsEBDp6aIG81Y3O0433yIDu6LbTZrUwtxEimc/gXU2wb7MLVYmB2MYdarSaWymK3WXDaDfgDc/T3dF3Sn2oKzeAwKqWM6kKac74wG3pakSmkaDUykrkCR0+PcnYmRHdvP/PRDJ5gEsPIGAa9jlJdjCdWZmaxiEoRo9tpZbjPzcjYFF7vLNFUgXI+Q393J8i11IBSpc60P0SrWUunU061UqVUKBKViPCH42iUcqRyKUWJAaVCikyRQVWukU5EcLjs7N29G7PFjFgsxmTQE/IucPbsWcQiSMYWmZkIo1fLqTdArdHS3dlBJpsjU6hibdXj9y5Zw1x8nV2r/9WPCnXcnS60esMNXZ+f//znV9xzTCYTjz766Krva2tNrVZjYmKi2ccA1ldmloCAgIDATw+Tk5MrKl/0ej1ut3tNq2VX04Nhmaeeeoq3vvWtzYUUmUzGX/7lX/Lf//t/XzfuGjMzMySTyea/FQoFbrcbrVa7dkEJCAgICPzUc6lzzuhogDoiWpxdWK1WtFrtuqqWnZ6eZteuXSvuuR/+8If5zGc+g0ajWbvAboCFhYUVibZSqRSXy4XJZFrDqARuBbdcRLpw4ULz59VUISUSCX7hF36hudB1JdU4n8/ze7/3eyQSCf7sz/7s5gUrIPA6sRqruht5WH21Mdws0edWWe/B0kO7iDz5ZJS3vGknmUQEuaiKq9vBgLuNHxw8x7mZBYrFMkODfRgNJuYuzBLyT2ExaBnoaCE55qeYjnLwqBdXqw233YBeIaJYKpEryBDJlKi1eqSiBmO+RTyBMpF4imiqiG8xTaamwGpr4efeei+z8yG0eRFbNg41q8LmFpOYjEZSmRy5QolyJkVnTztzwTAyMWSyBWhUOX7mAkrtAlarHYdVy/x8EKvdgdHSxnwixaZqnR0bB9HrdRw6PUZvq4lIPE0un0ecy5HP5fD6/MikUmIFESfPjnByZIpCTURNfJoL58+zqceOxWBk/67NjHsCVOoV5uNJvHMpavU6MpUeiUzJQjCExt7F1r33cvbMaRYCJ2g0GohlCu7YvpFtPS3csXUIhUJOIBBALVEhp0pOrkXcqPLMi4fwBWPEFiNkszlSmSyVYoFiuUIsmWd+McnUQhyLSUdbewfu9hZOTPiJpfNQytDlMCBRaCiUKpy/ME4skWTKHyYYinLm+BEO3LmTvZt6OHgix/eeeAGRVMq2Xft47BvfJhoO0d/tZsuWYbLZ3GXX2bX6X02lwugkdizy8g1dn29/+9v5kz/5EzKZDA8++CBf/vKXaW9vf1XX9FogkUhQq9UUCoV1l5klICAgIPDThd1ux+PxIBaLcTqdr3v/oytxrR4MqXQGleYVceXOO+/E7XYzNTXFpk2b+Nd//Vc2b978eoV6U9Bqtc0FLZvNhtPpXDf9JAQEBAQE3thc7JyTz+cZHx+n0WjgcDhobW1dV/ernp4e9u7dy49//GNaW1v5yle+woMPPrjWYd0QFyeYCDb5b2xuuYg0OzsLLHknb9269brv/9znPkc8Hm8ubDUaDcRiMQ6Hg3g8TrFYRCQS0Wg0+OQnP8nmzZtvuMeSgMBasxqruht5WL1Rbrbos1rrvVcjXKk0WmbOj7JrqJ2+bhfjUxWmJyaolPLotWr0GhWnZ8Ls2jLMm+7cw4tHThEOh5hRSziXzxIKx2kodLx1906efOk4Lx87jfmuzSjNevy+eWRyOa3tTlpa2zg/MkaxXCdbqOE/48cbr9De2Y3DbGJDp5UGMBdO0T+8EXilKmzcE6C1zcxcOEU1V6BWKBAMhSnmcmRyObyhKBqFAoVSTkO21CwxX4GaVE2pIWXfm97Eom+CsbkUVlsekVTBYjRNOpWm0ahTq9bpbjXhsNsJhcM8f/Qs48ECqboKs0bKzs09aDVqDj3l5XjwAq52B12dLvrsOo6dn2R+fp5Mrkg8X2XbZjM7tm6kxW4nEI4zemEEi1bKljftxKDX8dRzL6FSiilU6oxMeaFaplEr02rWoZbLiJcl3L13Jy8eOU1yZByTTk21Uufs9AIymRSlVMr0QpSFeAGpRIJEVqNer3Hq3AjhVIWhnnYkpSyLi2EOnX6B6alxLCYj5YYYk05FUiXhyNkJNm8awmKU0NPVQTiRY8wbIiUaRydv8LaHH6C/rxeJWHLF6+zSKr5QKEQ+GWH3lkFMRh3RfHWFCLgaa0i3282jjz5KNpvlN37jN9al+NLR0UG1WqW9vX3dZGYJCAgICPz0YTKZaGtrw2QyoVQq1zoc4Oo9GFZWhC+h0Wh47LHH+Pa3v81f/MVfrMuK35aWFvL5PBaLRehjICAgICBw26JWq3G5XCiVynVZLSsSifjyl7/MJz7xCf7mb/5mXdjkX4per8fhcKBQKASb/Dc4t1xEWhaE+vr6rqsGNxoN/vmf/7kpEolEIj72sY/xiU98ArVaTb1e5/vf/z6/+7u/SyAQoNFo8JGPfIQHHnhg3ZT5CQjA6nzVb+Rh9Ua52f2WVrM/3d3dr0q4crm7efm5HyOXdiKRSBjs66FcrjIxPopckkKm1tHaLsflbCUYjvH4i8fRyxtYFBU6TXoo50gXS5w4eohOu41EpkgoVUahgXRDhbwCdpUKtUqNSOYlXZXTvWELMoUKk0bK5qEe/J5p5oJRJv1R9FY73Z0dK/bRoNeDTIlEJuXlo8cwyUuIaiXK5QqL8RTdbTZsBg0XvGFEogotBiVf/9FB5lMV7jzwZvoHN6BXQDIW4fkzXvTqeQrlBlOBME6zir17drJ54zBisRiVSsVMMEVWlMCskfLut9yDUinnP771HYrZOKV6hXA4jFqlQIIIg7RM1wYnkQI42juQSFVodDq2bBgkHj/E+PnzfPiX3tc8d44WMz12HZlcHpnGhM8zjUGnQ6qUQ6FOqVxCLpOTzeXochgwGY188F2DPP3yOU5Ph1DJpORFKuRmC6lkkmgwR12VRSER8Za772Coz80LLx3CGwggFoupVmrkS1X0egM6rYph11YOXZhjZDaKxVRGpVLzlre8hX3ZHM+fGOXePZsYGhi46nXW399/WRVfZDGMxaBFrVZh0GkIxKJX/Nwy58+f5+Mf/ziPPfYYOt0r1/QHPvCBVf9OrDWRSASJRLJiEiqRSOjt7V3DqAQEBAQEBF6h0WgQDocpFouX9bttbW1dm6CuwqU9GAx6Hal0hrMTs/zz//sWX/zi7hXv37NnD3v27FmjaG+MVCpFoVDA4XA0x0QiEV1dXWsYlYCAgICAwEoSiQSRSIS+vr4VSZ3rRbjIZrP89//+33n3u9+9otqotbWVL33pS2sY2erJ5/PEYjE6OjpWjK8nlxaBV88tF5Hy+TwAFsuVbbku5ujRoywsLCASiRCJRLztbW/j05/+dPN1sVjMO9/5Tnbt2sXevXsJBAIEg0Eee+wxfvM3f/OW7YOAwM1mNVZ1V3tYnYsk0be46O7uftXff7P7La1mfzweD8mQl16nlVIhx+JCHLlSRXebmek5Lx5P2xW/s7u7G73NyenRaZRyKRq1Cr1Og1xrRCaVIJfIsMukBBNFvv3k90kl49x/1yZcrTZSuSJ7tm2gtcXKc8fHOT8+TjxVZcJbR6nS0De8GbVCTiIexe9fJFKU8DO/8CHuu+8+gGbV1Ph8GotGyt3776C7c2VjwFQ6Q6e7G6VaQyI4y/RcjBZ1DZNOSyGfp6vdxh1b+hCLZXhCKY5NzTPgdtBhN2BzmrhrWx/+YJDzUz6ktSL1OoSSRRqImJhLolCqECt0ePwLjE57GZ0KIFOqSUYj6BSgkMv44RNPMzdzgbftHaLegGn/AhfGp1AqlFj1CgKRIg6ni4cP3EEuX+TgqQk8vgCVUgGdSrriOlCp1JSrVWwmPenq0mSgs0WP1WLipaOnqedi+BbTeAJhhloN9HR1smlwgKHeXkZng5ydCXFu0kcoUaC/fxOiaoGuNgs7B9rp6+5kIRimUi6ikEn5xbfvp8NhIV1q4Ha28Y0fPU+1pGL/zo2INFbuP3BXMy6vf458OnXZNXvpdQaXW86UiwU0LUtZtKlMDpVKfdnnqtUqY2Nj/OUn/4L//PZ3qNVqvO1tb+ULX/hH+vv7100zyEqlgtfrJZ1OI5FI0Gq1yOXytQ5LQEBAQEBgBaVSCa/XSzabBZbsT26Fd/7Nsm++tAdDwBfj6PGT/K9Hv0AqleJDH/oQL7300rrpeQRL/RLn5uaIRpeSazQazYrkGQEBAQEBgduBarVKIBAgHo8DEAwGaWtrW+OoboxDhw7xyCOP4PF4+P73v8/58+fXVdXRcuLPwsICjUYDpVJ5W9gNC7y+3PJVMY1GQyaToVqtXve9jz/+OECzCuniJuYX09bWxqOPPsrb3/52AL785S8LIpLAukKuVHHuwjjTnlkKhTwqlRpXh5Puzo6mVd2VHlZVGi39W+54VX2LLmZZ9KnVa4RCISKLYcrFAnKlimKlQS5fuKHtrcZ6zzszRSUbJxstYdKpyFEi5A2QSGcIp0tEs5Xmfl36wK83GAn4Y7TFC2iyFeRKFbvvvId0JsuTLx5BbXJgb+vB5i4ipUwiV8JeW+r74rAtLUiI6mUioQUGevvYtGmISGiel573YbS10dPVSUGsZeddD6yoiFr22V2uCrPbrK/E5wswPjHF2bFJOvu3sGvPHVhtLYjl38FqlnDXnm2IGxU0cjEikYhCqUyuWKZaKtPt6sDS4sSzmKdezuObHCEfWqCnpwdnm5tUKsliqkj/sIL9d24jWqjx9LHjyKmyc0M3XZ1Onn7hEMl0lP/8wZMkF/28aUsPm/o7UCkUtFj0/OCFU/gXFhnzVLCZ9fT29gFg0Gtx2g34A3MkEglMRuOK8+XqcDI+cg6zVkowkgQRJEISXK4O0oU6d999N/09XfzoyWcRiSXodBoajQaL6RJlkQK5QoFRq0KpUvHQ3bs4feI4Tzz+OIeel7FluIdYIgMiMXq1DotBTaVaJZHMYreaUMqlhFN57rzTyVggftl1pNYbVmXxeGkVn1ypIpcvkEpnV9gR1uo1pmZmGJsO8cILv8//+/rXCYYjzW3OTk3wg//4GrvvejP733T3bS8kxeNx/H4/tVoNWFocSiaTtLS0rHFkAgICAgICrxCNRgkEAtTr9eZYsVi8qd9RrVaZnJzkyR//kFIqjLu9BZfLhVxWfNX2zcs9GKxWK//f//f/8W//9m/N17xeLx6Ph76+vpu6H7eKbDaL1+ulVCo1x+LxuCAiCQgICAjcVqTTabxeL5VKpTl28b3rZnIz+4YvUyqV+PM//3P+9m//tjnvSSaTnDp1ivvvv/9mhn/LKJVKzM7OksvlmmOxWAyr1boubf4FXj23fEXMbDaTTqeJRCLXfe8LL7zQ/NlgMHDPPfdc9b1vfetbGR4eZnR0lNOnT5NOpwW/ZoF1QbVaJRZPMDc+xl3bB+lxW0llckyOjjAz66OClKHt+4CVDQNvJiqNlngqRS6TIJ+MYDFo0bToyeULXBgZJ1rXU61WV32jXI313gvPPIFNUmCgawCPP8D0lIdiqbh0PIIhzk/N4XZ3c+e+fRw7emSF7V3cKOVgJMDxEQ/37duF0WQknlra9sXCT6lYICrL02KS0uvuQKNa8tGfD0dpVMvYLQaGB3q4794DhEIhPLOzHD55gYJYy53733TVycHFVWEOs46ZWR/JyAIalYI9W4aw2s14LpxA3+Ji48YNGMUZphZSKCVVLFo5pVIVz/wiuUIJjVpOOl/ke88ewxNY5NAhLeVyheHudnTSGl2dTgaHHiCbzfPP/++blEolBvt7qOQz7N8+gEG/JJTMtDuoN+qM+2ZRiGvYLEYqlQoqpYJ8oYhFr2LANchiKoeEBsHwIodPjbB3+0YMOg1jPh8XZubRqhR8/8dPNIXMNruNJ56J8/wL5+lwmLCZTYzORjh0coSWjl4eeHDJXkalVDIyO8+WzZsYX0hTKFWJJDJkMllajCoQSZE1yhgUDTb3tOGdD+ObXySTzWLU6+losyNTakhncuQrdQo1CS53N/ExD9FYckW10PJ1tGnrTuYi4etaPF5axVesNLgwMo5CqaKlvZPuzg5q9RrHjx/n9OmznJvw8s3vP065spTsIBKJ+G+/9l7+8Dffz+kL05w49Cxe7ywWk/GmTCRvNpdmZgHIZDI6OzsxGAxrGJmAgICAgMArVCoVfD4fqVSqOSaXy3G73TdVvFju/Tl25hiqcpSHD2xBIhYTS6VQqOXs3TbE4dNjN2zfDPDEE0/woQ99iIWFhebYz/3cz/Hoo4+uynljranX6wSDQUKhUHNMLBbjdDqFjGIBAQEBgduGer3O3NzcirVkiUSCy+W6JRU8N7tvOMC5c+f44Ac/yLlz55pje/fu5Wtf+9q6sZmPRCLMzc2tSPxxOBy0trYKAtJPIbd8Bayvrw+v18vU1BTFYvGqzVFLpRJHjx5tXoQHDhy4bg+ld77znYyOjtJoNDhx4gT33nvvTY9fQOBm4/F40Eqr3HXnLiTVPI1ajVarCVG9zpOHz9M+tOs1WdWtBpe7m0NPf59Oo4TdWwZRq1UApNJZFEoVqlLjhh6sV2O9971vp2m1iEgk0xw7cRarXslGdwsGrQq1tE5pJsbxQ89QLJWo56Ir+jW5ceLuaOd7T77IiC+GJV1bUZUFMDk5ycTkBPVEBEpySuVRejvt6DRqLkx4SKWzqHV67I5WJGIJ7W3tOBwOiuUa5zxhJi6ca/aiulQguLgq7OALzzNz4QKDbgdmswmr2YDdYsTd0c7h02Mo1Fr0MhHOjg483gCzE/O0tVhw2G1450K4NTp+9Pwx0rEID+3sQqdVU6nVmF1IcGpkHFenk5DJTHtbOxsHujl5fhIadVx2Q1NAyucLNCRyZBIxRrWUdLaEWCIlmy8x5Q1ydsyDVq2kVquSL5QZdLdhsljweDxIJRKisQQvHh2jzWHDZdPSY9dRrlaZHB3h6Ikq2WQUh82IRmugIVFQlajQqsskowscPHoKs9lAMJknlCjzzGkPdosRvVbDTCCMRlxGShWdrYUF3wxtZjV3DN/NqfNjSORq7GYt6USCQKLIpD+C2ahn65ZttLXaSRbqyNQxXjo1zsDgEF7/3IrraPeeOzh29MiqLB6tthY8M9OcGz1Oo9GgUK7QalEiiSX4xre/j8/vZ3zSw+mxGUbGJpufc7e38FcfeT8P3Pcm9Dot9WoRcSFCOaFg49ae1zyRvNlcKTPLZDLhcrnWPDYBAQEBAYFlEokEfr9/hTuF1WrF6XTedAu4yclJxs4cIxoMYFCCbz5MR5uDfreTSe8cBZP5hu2bc7kcH/3oR/nCF77QHDMajTz66KO8//3vb47diizmm0WhUGB2dpZC4RXHAY1GQ1dXFwqFYg0jExAQEBAQeIVcLsfs7OyKiiO9Xk9nZ+cts2q/mX3Da7Uan/3sZ/n4xz/efE6XyWR88pOf5KMf/ei6sL692CZ/GYVCgdvtRqvVrmFkAmvJLZ/J3nHHHTz11FPUajV+8IMf8J73vOeK73v++ecpFotNEemuu+664vsuZsuWLc2ffT7fzQlYQOAW4/d6cNnNbBzub1rJRRfTyJV6tm7dDFrzLX/I7O7u5keFOlOpMCajDoNOQyqTYy6coqW9ky61+rIH6+s9FF9qvadQqpDp7RTyOX78/e8QnF9AWZKTTKVQSOrcu2MAg05NrlDCbjVxr8WOL1rgpeee5r1vPXBZ7xuz0ci24T4WCxLcPX34vR4mLpzDOzNFJBZHK63S12YmUIpi0cmgUWPUE6TFaiYUz5KtinA520Ek5syZUxTzORYXI6RTSRQ12Nh57UwTqVS6dNx+8F2G3A72bh1Eo16ySVuYnUBttNFq1RNOWknGiiRSWTYP95JOWggH55n1B4mky1QpUyvmef+Du9i7pZ8LUz7a7RZimTz/+sRJXj52jvHZEI7WVlLpHPFMgRcPH2f3gJ1CKka13qBUE9Pa0YVYLGZixkskniQUzzA3v8BCMITNoMZu0TIyFWB8NoLZ1squO4ZIl8Y4cnaSaKZEb08Xj/zc21kMLZCJh6FWgXKG73/vCdptOn7moXvZs2sHMpmMWq2G1z/Ht594kcdfOIqz043R1o5SqaFYrjMXjlNfCBPwz7F90IXObMNoNFDPJ2lts9Bqt2GaD/HSiXF6O2zEYzEWE1memIvT29lGfyiJ3WZlJrCIRGPF6d6E0mxi5AoWjtezeLw4g2hrdwt3/0T48cwvcmZ8lmIui92kwucL8O3Hnyd7kXXjex/azxf//MPk8jnSqSSlchVJvcyg20FVZcbtcgKvbiJ5s3m9M7MEBAQEBAReDfV6HZ/Pt6JaViqV4na7b0m1bLVa5ckf/xBVOYrLqmSgw4ZMKmZqaopw1IzDaiKyGMZobmn2UrzWtjweD08+/mM+9elPEwy+Ur3zwAMP8M///M8rGkkXi0W+9c3/wD95Hp1KislopK7VMRYPrmnyyaV9DGCp6rqtrQ273S5kEgsICAgI3DYsLCwQDAab/369qmVvVt9wr9fLBz7wAQ4dOtQc27RpE4899tiKNezbmUtt8uHWJf4IrC9u+Sz2He94B3/5l38JwF/91V/xsz/7s1ecqH7zm98EXumHtJqqoov/iCSTyZsTsIDALWa5H9FyNUx72ysPn17/HGc9i0xOTt7SDEapVIq704VOYiearxKIRVGp1PQPb6S7s4O5hRDBix6sV1vau2y9d9n77RbmnFYWAl6OnvTztr1DFCsV4vNhoqk8IqmCztY24jkfJ4+9RLu2zuSFU1isdvr6B2hrb0MilqDVanj68MsU0xGU4iqiQp4zx0YZGZvGaG3h/rv3YbC2EkyEMalq5AtFSnUxUwsJxCIRbrWWciaOQlIntRghHV7AF4oTyjRwttrR6vQ4zCbmg7N4PG2XTRI8Hg/pyBxvvmc7XZ3O5rg9X2B02kdNbsBiMtDT08Ps+BkimSByCYxMRYjGU8j0LXgmJ3lwh5ttg13IZVIUChmpdBaNWoXDpOPCrIdBt52NbisjEykapQzBxRgRqwqTXku9Dg2JHJFYzMDQEBcmPYz545yeWaSSSeBymOltt1Cr1ajUobfDTnBxkWl/EJ3eQK4ax+7q5a5tfdgsFgx6HYdfjpFYXMColtNq0dFpNyMVN3j52Cn02qW+RQq5gr7OdhYnovR22LFuGcDjCxAOhpBTRlwrMVEqkyzU2LNxK/lsmkwxifonloK5XBG5XIbVqMUfmCcciZHP5Ulm8vgDC5y8MAOaFn7l1x9heHj4qtf6pdfZsqA0ceEcKo2WWkNEMbHA3bu3rJgAVms1pkfP8dB9DzA0MMCp8xNNAUmnUfHON+/j9z/wEDqNilqtSjqZJ52LoVPJKWQqK+z1bnQieSuo1+skEonmv291ZpaAgICAwJW5nStPbgfEYvGKRQij0UhnZ+ctOzYej4dSKszDB7aQy2bRKxq42lqQy+Z54tAZqiIpGp0Bp6sHpdV12eeXeykdefkQxw4fQikqIRLRFJDkcjm/9Vsf5m//9jPIZLIVn/vPb32T+bHjHNg+iL3F3EzQksikJK4yt3y9SCQSTQFJpVLhdrtRq9XX+ZSAgIDArUO4fwpcieV7Va1WI5vNUi7mmfPO3PLrY3md7koY9LrrJp4sU6/XOXv2LLCUsPHRj36UT37yk+uq4jeVSjXnboJNvsDF3PK/zDt27GDXrl0cP36c8+fP89u//ds8+uijK94TiUT4+te/jkgkotFo4HA4VqXQXvyH4+KyfAGB2xmVRksqnbnia7FEEq/Pj7RRumk+rFdDqzdgkZfZsnHostdS6QwqzSslqjda2nul99979z5On5Ay6/ORzBfxhVMoFHKMJhNTviCnXzzO8dMXEFWyqEVFBls1xJJhTh8Lk+zbyPDGjXhmZynlU9i0bhqFLOHkHC2yPHcNWjgxOcePn3iCA3fuApOdqqjB1OwYkakU3f2DiMo5NHIpRrUEcW2pwiSXL1IuFemz6VBWU5iVWhb8s8QyRWZnplYIFbMzUzz54x9RTMxz7pwEhbiKwWjCZDKhVquwGLScmPBj6drM/jfdTZuzozkhlhgzvONNB7hz1zZ+7w8/gUalJBxPUms0qNdhLhJHbzJh1qtwWHRsGuymxWxEJZdzx4Yu5u1m1BoVu3Zsx6DXkv+JaDXjmUVjauHO+x5m4sxhWhQq1Fo9C7EcyXyV3t4eutssPHnoLP/xo+fZtHEYZ+9GLEY95p9MAiKRCGppnZ1370OtVnFqbBaNXIRMBAvBAIZOJ50OG/lCkUgkzMzMLO97x/0M9nejUirZ0OsmElmkUMjTV2iQrVZxujrxez2k6pAvFPHnC8wEgnR3tHLk/CzpZBp3m5XhPi0NkYRcXcbOnRvRmmwolcpmRdHFDxVypQrEUkT1KqViAYVS1axA63RYmr8rzx48glGvRaO+Y8U1nUgkGO5yUCosNYP8hfe8jSMnztBqt/K+tx7g8JkJpuciuNtbKJZKyORyFuNRSvkCyYKIXR3OFdu7kYnkrUAqldLZ2cns7KzQx0BAQEBgjbgV/vlvRDo7O5mYmKC1tfWafYNuxoKi3+vB3d6CRCzGZrUQ8M0ST6SpV0v0txvxLaZx6BVMjI/hHNat6AFarVY5+OILnD32AuV0lCG7lO0D3WQLJSamdzEfTvKlf/hrFhNLNjuXzn1Ds6M8sHcTmze8Mu5uz3Lw1ARIVWuWfCISiejq6mJsbAybzUZbW9t1beMFBAQEbiXr9f4pCF83h2sdx7a2NhKJBD7vLPV8nI4WEwbHrb8+rrVOt7w+tprz393dzec+9zk+9alP8bWvfY39+/ff1DhfD1wuF5lMBq1WK9jkC6zgdbkSPvvZz3LgwAEAvvjFL3L27Fl+67d+i76+Pubm5vjkJz9JLre0sCcSifjZn/3ZVW33YlsElUp10+MWELgVuNzdTJ49gjudWSHIpNIZTo5MYVBJbooP62uJYy6SpH/LK4vwy6W9Wq2a+YV5IothSoUcuXyJea+fMyMT3LHvruYN9EqlwN2dHYQWIyhUh0mm8jhbW6g36rx0YoxUJoekWmTIZcW0pZdiqURDBLs2DzDjXyA8N4tUoeTc2AyiepWTx4+TioWRNUr0dZjZuMmNWCLmP184zzOlEh2dHezacye/9MEdjM8neejt7+J//f3nODc+TT6pZ6CrndMTPnKZDG/Zt5VWm4G5SAaXw0x3Ryvff/Yos56Z5uQ2EZwlthhEUoox3GkhFo0SC85RLeXI5bI4nR3U6nW884tsu6d7RbUMLE1ILPIySqWS7i43NXGOxUSBck1EDQlyrZ5wLLMkhjdEpLIFYtM+8uU6W4a66MwVefHkFN9+6mU0MpDLJATDMUK5s9z78M/ywJ37+JNjR6gqlSQrcsqFMh0tVkT1Kt65ENValUg0wpTHzyZ7Hyr1KxOkyGIYi0Hb7Iul1WqYnJmlp6OFbYMukCiQKzWIRBIaDTF6lZRUOoNGpWS4p4NZ/1zzHHc6Wzk3E+TQyQsoxVVCiSyh8CKJTJZUtoBYHEEpKvOmvUMUa4BUBRIZCo2RdFlCvVbG7/XQ3d294qFCYzTy0pFjRMMherrdbNmyBc/sLPNj59i4aRMbBvuaE5tYeI75hRAeX4D+ni5gqYfUcwcP8+4DOygXlxIO7I5W/voPfoPtG/oIRRPMhFJ4Qmn+7w9fQq+SYba2MDrjp1prcOddB+ju7Fjx+3Op0HqrKRQKSKXSFVnPRqORjRs3rhgTEBAQEHj9uJn++W8Ucrkc9Xodne6V4yGTydiwYcM1bdNu1oJiIZfF5XIRS6UY6HJSrImIBefYNuhCLGpwYTaM3mDkru5BItnqinPk8XiYGT1FdN7H7s19OM1qtgx2kSsUkcvlFOoy2losyKWyywQhv9eDVacA6pw9P0qpXEIhV2CzWmi16piYSyDWZl/9gb0BKpUKtVptRS9ipVIpzBkEBARuG9bj/XO9Cl+3GxcfR7tJR4tVTb1WXnEcZTIZjUKCu3ZuuuXXx7IwND+/wMuTZ/H5AwwO9NHd2YFUKm2uj3Vv2HnF8//Ylx9l34EHuf/Nb26e/1/5lV/h/e9/PxqNZlXfvZaiZL1ep1AorIhVIpEwNDQkzBkELuN1uSrvuusu/tt/+2989rOfRSQSceTIEY4cOdJ8fdnCbvn/v/Ebv7Gq7c7OzjZ/NplMNz1uAYFbQXd3N6HgAgdPjjSFluUbU6EmYufmntfsw3ojcbxw7CxUimSzGRLJJJlCFVf/JlyuVyw+CrksWrOJ8bFR8skIJr2aejWLOBdHUU1TSJYwSgrNG382naKnu2XF90mlUu7ctZ2ZWT/Pv/AizxwfQyqRUKzUGOqyMzrppcfl4O69uzg/FeDQiVHiqTxqpZzAXIiz3jieuUU6jOAwaenUGtCqlITjaZ47OY5Zp2FHfzs6jRqdCl5+8XmebcjQW1pRabTIZFIUeiPpcp3JhSSz4RR7B9rYtbGXdK6APLHUB8fV6UZUK3Hu7Bm+8qUvEA0G6O/pxKyWcef2jbSbFKTSOS545uiq1KmH48zOR5n0hVAY7HR3d192rC8W7DZv3sSZoy+xUatDLBEjaYjocLYwc/gMY74IllYXvliJcjXP/Nwc5WIeg0FPsVyiXJFSLZeRiEUUyjXyhTL1xtKxtVjMbOoxcffebZw7f44jR06gU8vobrdRbbeQypaxmXXMz45jtbUwF0niTmcoFwtoWvQApNJZlBoD8WyVCW8IsVhMvChCPJ8nnswQSuYRNep86Z+/xpGjR8mXKrRZjOze0kunxcRzPg+55CKHjp3GbLYQixVIxSMkIkG2dtkQ16s4rTpUahUdFhtmk54TFzzkcjmczg5GfTHE2uxlDxWTM7NYNHK27hlm2htgeuwc+Xye7f3t5HKpFYKR2WKhkEniD8zR39PFsVNneeS3PsaUx4tO1uAtD74ZAIfDQTIRZ2zGz2IkRpvDgVar5dDxMxTKJZxlI1JTNyaFmI1DAysmcVcSWm8VjUaDxcVF5ufnMRiWrBIvRpjYCQgICKwdN8s//41Ao9EgGAwSDAaRyWSXWdNer++Ox+MhGfLS67RSKuRYXIgjV6robjMzPeddtRWcSqNFLiuiUMsZm/ETCi+ilMCUd55JX5hUSUTvhm10dDgZGZ1ccY6OHnmZ/98/fIGxqVl+4/1v42O/9LalbSoV2Ixqzk/N8fKLz6MxWljIQLV6f3Mfc5kUxUKe4Jyf/q521EY9+UKR+YCPRKFKLJ7C3rP51R7eVZNIJPD5fMhkMoaGhlZUHAlzBgEBgduF9Xj/XI/C1+3I8nEc7u0klS1QaTQY6u3G7So3j2PAN/u6XB8XC1ob3WYcqiEioXmef9bHKYsDo17D2LSPikjJYqpEJZfgZx86gMVsIpFM8fG//jv+7ze/x0Onz9Hd03OZ5f61hKHbQZTMZrN4vV6q1SrDw8MrrPGFOYPAlXjdZPK//du/JZPJ8MUvfrEpGC2z/FAhEon4+Z//eTZs2LCqbR4+fLj5c1dX180NWEDgFiGVSrlz3/7mjSXgi6HSaOnfcgc18emmzdil3Gz7LKlUyu49d/Cf35oj5JuixaCkq6MVmUJFsV7j2NEjzRuXSqPFMzuLUV5juLeTQiFPPZ9keOsQCqWShZQXnVZDb1cnB0+OkMyUSaWvXB1o1OvQWtqYWMiSikfY0uMglsoRy5bYPNyPzWrmHrMJiUTEVCCGSq1iPl6grtbR1W5j0CbBoROjk2npaLXgD8Z44vAIWqWCjT3tiESQyJVxWxUEoln6nBas8jLn0hFii0EevHMrpUoFhUxCPJXi7NgMSrmEcqlEPBollsqRSSdwWtS06aBVZmRyagyDXs2erRuYnprGbtaQLlT48aFziCRSZCo9be5e7r3vwStOGFwuV1M4tBr0lMRavvPcWdrMGvQ6DeXJEC+f82O1t7Fr951EQn50chCXMoxdmCewGGcxXeaPPvxBtm/qRyqVMuubYz5VJh2fx+Px0NbRyXRgku2b8kSTWZRKObs2diOmQSCcYPf2zRx4016+9fhBgvNz9PX3c/DkCLn4IsVskmA0gW8hjlipR6vT4gkn8SaqSOUKHC024qksuVKFfqcJjUyEq1XJjDdOPlkmmbQTicSpVQq8801byBUrpMpiqkU5IpEdr3+BQqVGNV3EarKi0WjRqmWUizlE9TL+YJw6Yo4eH8E1UCGWSLKx09KcNHq9PirFNJVCA7dNQ0PaoJLJshjMMB/LMuGd551ve4juzg5sLXZ8nmlSkQif+PTf89d/949NP9+/+8p/8vZ3vAMAiVjC4NAwk1PTHDzvQ21y0NbWy2/87gPNCd7yxO7I2fHLBF99i+uKguHNpFQq4fV6yWaXMpeTySSJREJImhAQEBC4TbjYP79areLxBfAH5igU8mSyeTJ1JQfuvf8Nn5lcKBTwer3k83lgqRImHA7T3t5+nU++gndmiko2TjZawmLQomnRk8sXiEXnqWRzeH9iM3w9lhN3dm/uJxqNEU8k6W3VI5dKyBRKqCVyvvedb6LT6onFE0wspAkEAswHw/yP//E/KBaLAHzt20/xvgf24GqzEYtFqJcLKKUNdGoJ5WKGaDDJy4cONufKyXSOerVMW0sLbTYLCsXSQkyLpci3nngZf7DIW9y3bt5QrVYJBAJNp45arUYoFKKtre2WfaeAgIDAq+Vm9Z95PVmPwtftyOzMNHKJmHg63xybX4zR62prHsfX6/q4VBisbRhkYX6Bk6dO8r3Hn6ZQqbNn+ybu3L6BuUCASj7OhYkp8vkiv/Z7f8J8MAzAj596jrc99cQKR5VWqx6Nsop/9hwnDz6NwmDngYfeSn//0nrOWoqSjUaDhYUFQqFQcywQCFyWsCogcCmv6xPNF77wBQ4cOMDHPvYxAoFAc3xZULr33nsv65d0NSqVCs8++2zz38Ifa4H1xKV2Z8v4vZ7r+rDeTPx+P3p5nYd//j2XWdpdfONyubv5wTde5N6tXajVKsKhBVRKGSPTfp4/foFyHb73oyd5x8MP4DDriGUTzUqX5e1Wq1Weev4g01OTvP3e3cgVKn744ycoVhtE8w1MFhsqjRaJWAxi2NDXidZgwma1IZ+YJ5CssLnbTi7iI53OYG01UqvWkErEdDrMnJlcYOcGN+lckVIhT7erHYezE6lex5aNQ4hFDT792b/nZUmVN+/fRl+7GXElz/i0l0q9QXuLlalABJFYjKPFTq+9E4NKSmdLO0qZiPnQIrVajUAkycT0DL1tJvrbrWRKNY6MzVETKQiHQpRSoStmkuzecwd+fxt+r4eNO/YyNeNhIZkklgOtwcT+h3eQiy0wNX6enf0OgpE4Ro2MDrOVNqOCUDLPhbExSpUyWwZ7iaWydHcNEI2n8Xs97L7jTr7z79N87TvPMHLuHB0tWo6PSpBIpEhkGnZt34LZaKC3w8HhKR979+3HMzPN+Qs+CukI2zYNI1eooJyl2+lALpNSLFfIFOuk8mUU0gZDA042drcSisTJZ1Js7rIyH8vyo6eeQ6vV8F/eeg/9vb1854kXKGez3Lu1j3AsQS3XSWuLCqVSjUolpVGrIG4sCTvJdIZyPkNscQGbUcvmbjsnz14gGVQRjUYpl0u89PIxNrmMDO4aoFKpMO6Zw6JV4DIpaNSqTC1GmRwdIbQYYc+OLXjDKT7z6NdYCIWb13RfTxfvfd/78CzEqdbGVghCO+964IqZPtcSfG91iXk0GiUQCFCv15tjdrtdaGgpICAgcBux7J9frVZ5+fgp0tEwTrsBg93K6ISHcCi0Qmh4o3Fxtezy85xIJKK1tRWHw3FD2/J5PdgkBYZ7h5sWuwD2fIGF8El8Xk9z7FpZvsuV9j985hDSUgKFUkE4lqZSreJymOmw6Tk/5SdXSKCVyVE28nzus3/D+fGZ5vadDhuf+tivkylWmA8tIqkWUCoUaNQalCoNpSK8+e69hBb9zblyo1EHiQyRQoM/uIhOo0SpULAYS+ALRZHrOm5Z8kk6ncbr9VKpVJpjJpOJlpaWa3xKQEBAYO1YTf+Z242rCRvVapVYIsmxc1NCn6TrkEgkCAYXaDWpm2NWkx6nfem4LgtEt+r6uHT+MDE5weZuOyqVgvmFeRZDQbyeGRKxCAPtBlra2rl791ZiqSwyKuza2Msn/v4L/PCZQ81tGg16/uyjH8HZ6mgKQ3u3DRGcD1Arp9g50M62vlaeO3qel576AdHIbu7ct3/NRMlCocDs7OxSK4WfoNFobijxR+Cnl9f9L9p73/te3vve93Lw4EFOnjxJKBRCrVazb98+7r333lVv57vf/S6xWAyRSITT6aS1tfUWRi0g8PpwI32KbgarvXF1d3dTESk5NxWgIRYTCc4z6fGTy+fpd7XS7rAyPR9ncnSEfE2MTt+C2mzn37//NKJqEakYgotRkokE73j4PvbecQcSsYR6rYpWVCSZzhCKxPAHY/Q47Rh0GvKFIjTAtxAhX5Ng0Kvo7upiTtzg/NHnETVqFMoVFhYTZIsVRDIpcrmc+EIMhVJBZ08fIpmKUf9SlopULqfbZUcqrkO1RJtZi38hj0QiZTGZIhgPoNJqMWkUzM6Hcck0ZKnRKKYxGXQU8xlOj0zQ0WKkb3svC8EwMwsx0rkSBr2WuZlxouF5Hj6wl0g0ij/gR6VS4zCbmA/O4ve3NY+lx+PBYDKTy6RIpnM0GnV0GhUvPHuBfjPEbGoK+QJ7NnWTSmWRiEV02M0UkDDr8RCJpRjcsBGHw0Gl2sDrWaRarRKMJChE/cjFVWx6JWLqzC8msDjaaLEtTczE4gbB4AKeCyfY2t3CnsF38O0fPcEzLxxEJm4wNNCHWqmk0WjgdNhQq+QcPX2BhkyOq8VJIpnEqFWhoIRMVKdQLFIuZPBni3S7u/DOhahXCuwYcLFj+wZmfXME41n08gYL83NEQiXshn7mw3HimTz1eoMWs4GZYAx3/xbu3r+XaHCeC6MjuFs0bB7s4cUXCpTzEuLJBIV8CXGjSq/bSTmfQaNKoFHX2b99gBdPjPHHf/kM/+vLj1GpVIElP98P/MLP87E/+MOlfl1+/w0JQlcTfG8VlUoFn89HKpVqjsnlctxu94r+EgICAgICa8/yvK1aGycdDbN/+wAGvZZ8vkDUZqF7aDOeBf9tY3FzM733L62WhaW+O263+6o9AK71/al0mlaLaIWABKBWq5CKRaQS6eY2LrZ/0ZpNeGZn+cE3XqQiUrJ1+w5a2zsIJgrEfTOUsinEohr7N7vZ2tdOpVRgW28rF3xRTk3N82+PHyGTe2UhZff2Lfzph9/HXbs2cXZ8mueOjtBqVJDOlwmnSqhzYrp6B1AplSz4z3N+bJpdd9xJMZ/FYHHgXcyiU4gRJwskkmlCyRx2Vz8tnQM3fTGxXq8zNzdHJBJpjkkkElwuF2az+aZ+l4CAgMDN5PVe97gZXEnYWE4imR4focdhZWOn0CfpStRqNfx+P/F4HKlMTqFQRCaV4Gptwah/Zc6wLBDdiuvjSvZxvvEcuUSYJ594HJtBjVxcp1UnwijRIK5piMZTdLQ7sNsqPHfwKP/tL/8X/uBic5v3330n//wPnyYWTxAty5vra4V8jnwywnBvZ3NekyuW8UeLpH+SgFLIZdEYjUzOzDar2FUqNa4OJxq1mkAi+eoP+BVoNBqEw2EWFhZWJP60tbVht9uvazssIABrICIts3//fvbv3/+qP/+5z32u+fNdd911M0ISEHjduNpD9MW2Z6/FPmu1iwSrLROWSqVs3b6DYtRPNC/i4Hkv4kqO//LgnfR3teNfWESpMeLudPGNH72AtKHGbLUjl0lQK5XIpWKS8TpKi45aQ0Kj3gAxuDqcTI6O0G4xUCjXiMZifPe547RZ9SwsxslVpVQVBrbsvptyqUg2m2PvnXfi9Xk5MTGGI5omkcyQK5YolyoEFpPEskV29Q3Q1dXF2bEZCoUCZ86c4uWjxxnobCOdL3L4/AyVQpZkJk+tXkerViCuiolE4wTmSnS53ezd1MNiZBHPrBet3kC5UsPrX+CdB7bhctg4M+ZBo1bRajXh7HRz6uwFDp4+zxFFlX07NtJjt5LK5JjzzxLLFJmdmbqsvLlWSSBJzZMrlFDZ2mjVy9CqxRw8M0Ffm5FIPI1Wo8FisZLPpsmk81hb2sihYnBoGIlYQiyRxOvzE573saHDwPY3v5Xz588jqeYpVerIpGJOnx1hIRhh97aNjM740ank7N+xEY1axcvHTzHsboVSGpFIhEGrIpUrEczkKeVTGFVisvEwwWSBzV1WHCYdVqOWnLiCXinFZNAx4glxZDTAX/3DP2M26rDpFOj1S9lBGrUKq8mAXCrFXikyOuXj6EQIm0FDLpchFE0gkmmwtrTS3+smEolgM6rZ0u9CKgK3s5WezjYatTzh4CLpfJFuVxtms5nZTBbPQoR0vsaLh47wsc/8M5PeheY1PDQ0xGOPPcaOHTuaY6+nIHSjJBIJ/H4/1Wq1OWa1WnE6nUgkkjWMTEBAQEDgSixXvTz1zI/Y5DJSKpWY9SWJpbKojTb6+3opVyZvC4ubm+m9f6Vq2ZaWFtrb21f04LmR71ep1MQzCVLpLAb9KxnGqXSWeKaIVmsFVlrPaLVqxsdGMcpr3Lu1i3NTAXIRL0+fOszZEyfpsqro6LAx5Q1wbsKLuFah1aLFv5jg777+LOO+VxaCzEYdP/fOh+ndsA1PNEfquSO02oyE4xmOX/BQbYjpHxrmTbvvIBJP4Jkco8euxVaqY5WXOb64gNlpo3dwI/PzQQqFPBq7lXt2OslkcyRrV7Z5frXkcjlmZ2cplUrNMZ1Oh9vtXtHTQEBAQOB25Fp9ol8P2/BXw5WEDY8vwOK8j77ONvo3bqW9bamaQ+iT9ArpdBqfz0e5XAbAbLGSDPtpbzFdJiAtC0SrvT5uJDnmSvZxA3291DJhsskQFtcmxI0qKoOcdDpNtVohOBniwqSXf/y/3+VLX/9BU3yRSMT82iPv5bN//gdUqjXOTszSvWEnLz73NGFxkURsEYNKil6rodvVilQqxaDTIIoVmsnaEpmc//jej6CcR6+WYTToqGs1jCVjxPMV2vu23LRzcKXEH5VKhdvtRq1WX+OTAgIrWZeS+Pe+970V/ZDe8ZMeFwIC64HrPURfbHv2auyzbmSR4EbKhLt6+pjMxti1fSPxeAxlKUa300GxVCGazOFo6yAai5FKxpmaeJFU2Mtb7rmT/r5eJGIJx44cwqSWMOGL4PEF6O/poruzg9BihJHpCRBLGNq8nROnznDkpXEkSi079tzJHXv30d/fj8fjWZq0uUq89+fexze+8XVmxs9TKuaYCyXp7WiBeo1UvsaUP0Tqe09yemyajtZWtvbY0SslaGU1qlUpvkgMm0bC3s19FCsQjGcIhKKEI0nkkgaFYoGxGR/trS3093RxdmSUidkg56f8dNvVnBubJp0rcMe2QWz2VpzODqamZxjsMLOx04LDYqCt1Q6Auz3L9589yqxnZsXEJZtNU0uH2ffmfVSqNQ6emkAmkyIR1ajkMpg0LThMGsRiKY2ajIVQEZVWz/DQACPeKBKxhFQ6w8mRKQwqCWatkrYuAyqpCIVMzuGzo2hVMoa72rh/exf+cIpDhw9zeibCL7xvyb5wcmaWdDTMrk19hKNxTGoJUpkMozqHuBDBrjfhMGkJhSOcnZ7DMx9hoNNOuZBFLhWTyua44FmgVq+xqdtOm1FKXVQmkSww5glSb8CFC2OcmvATSxXIZlJYzUZ05hbi+SJnJkK0WMzs2byZXCbD4SPHUGvGcDsMWG0tHD41ipQ6yWSCUi5DIpFEpVJhs7VwfsKLL5wgVxaBSMSfff7/NgUkkUjEf/kv7+Gf/unL66Z6J5vN4vG8YtUjlUrp7OzEaDSuXVACAgICAtdk2fZ0YvQ8IiX4FtPIlSraugZwOBxIxJLbprfDzfLer1QqKwSk1VbLXtZ3oF5DFhKRTsU4/MwPiGYrOPRyfvDcUUxqCSq5lEK5SrJQoyxW0NW95NN/cRX9/ML8ikzfhljMmC+CpJSiRS2m3axh20A7NnWDhWiKg2dmGOi08o3nzq0QkA7s2czf/slvc346hLnDTf/wJo4fPcKxGS/eeB2nq5efeftD9Pe48fgC5BNR9m8fIJ5Ikq5K2bJxiGqtxrPPPsfGDUPcf+CVBMdUOsOUP0T/ltX1/F0NlUqFiYmJ5mKWWCymvb0dm80mZBILCAisC9bSNvzVciVh44WDR1BLKrQMDa6wcX09+iRdKzF52X1jre31Go0GgUCgKSBJJBJ27NjBxLiaI2fGrioQreb6uNHkmCu58Lg6nDz39Hn6HTqy2RwqmQiTUc1iqcpCNE1PRwt/8pkv8uMXjjc/02E3sX3AxZxngl//3Y8xMLSBzoEtqObnyCdCOB1aHE4TMnGDqakpwtEYe7dvJJXJIZcriCWSHD49QWB+nnLMx9vv3sHmoW6yuSJzkRSVRp1wMEz7wCuJsK/1HExNTa1IOrHb7bS1tV018UdA4Grcfn+ZV8H+/fv54Q9/yIkTJzh9+jRve9vb1jokAYFVc72H+GXbs1cz2ahWqzzzzDOcOvQM3c4WIqIqKpWSDYN9uF2FyxYJbqRM+OJJ02I0jtui4MiZMYrlCiqdkbGpabLpFN3tNmLZBfodWrLRecarZQaHhpErVUjEVVqtOo4cO9ks2ZXLFWQrYrI1CaaKgk133Mdb33f5JOfi72+16pHKVDREUsQyFTJ1lapIhiecxWzQUi9myCbFdNl02MwaQtEEKqWSYCjAQGc7mUSUXpeVTQOdpHNFpHIZs8EY2wc7oFrC5dBjVYuZnp6mUKwgEYkIJ7MotEY8wSS5fJGN/Z10unsxW8yIxWJC0QTuVgvuNiuRaKwpIhn0Wsw6JYuxzIqJy6xnCotB2yxvbrPpmVsIUlRUcTmMKCRiLHoV+VIFtVJKLJ2jnofRCQ+ZipSzI2PMRZIUaiJ2bu7B5/UyOenBKG8gF5XpabMw7LZSb0CxWsVs0OF0tjMTSlEqlZmcmeV7P3oSh07EYlhFtZSlJFWjpMjmdi3d5h4yxTr37NlIrlRjLBDHNxdkbErNJncLRqOO6USSSCwJ9TpOq45GrUwmX8FuNXH06FFGz8spFEvolUoGByzMzNWYi6UILITQGFvYvnMPomqWaiFLPpOASpkFXxi/p0652sBg1KNWyelqt7MQApVcxmQgimpyjs4OJ1qdDqNBy/47dvELP/M2tr31V9DrtHz57/8aZEqCweC6EZG0Wi0mk4lEIoHRaKSzs/O2fHgSEBAQEFiJVCqlq6cPq7zMlo1Dl71+u/R2uFne+zKZjI6ODnw+HxaLhY6OjlVVy178/bV6jfGxUfLJCO0GLTv723jp/AyTkx5SBhUGnRqpRIpSpUKh1pIu1eno7AIgm04hkpR4+vmXmBgfXZHpa9BpGJ84RLddxzvu2Y7PP0ellGegw8oGt41D5zzo1Urec2ATZybnyZcqvPueHRy4cxfzoQilSg2t3sDw8DDDw8MATE5OMnn2CO2tdqRSKf7AHE67AZlUQiyVpa1rAIAtGwY5d2GMx597mXKlfkuz6mUyGa2trSwsLKDRaHC73SiVypu2fQEBgfXFzbQqfT15vW3DXytXEjZiuSqbdm1ouoRczM1KIrnS+W1zuggFg+Tj8ysElLFTh3jyiR/hajHisptfU9XxzYjT5e7G6XQyPT29olrWYrFcV0C83vXh8XhIBGdptxmv2E7A41laV1uO6/iRlxls19OoFrC12HE4HHR3dvC8VMm4bxFdooCr1UZgfoFwPEu+0mAhEMJlVrKxu5VxX5hfedteBrvsyKRSkrkSiVwFm15JNb3ICd8ED929h2IyhFpax6yRolKqOHhmirNjM8wvpshVxWQTYbTSBr0WGQObtiAV11kILTLc60alkPDs8XG0WiOievWK+32jLLeAmZmZQS6X09XVhVa79vNSgfXJa/rr8dxzz3HPPffcrFhWjdls5qGHHuKhhx563b9bQOC1cqsa6FWrVQ6++AIvP/19Ok0SrPIShXiA4/NegqE+9u3Zedn2b6SM/OJJ07gnQDxfpqSSk8sUKUUC1Koltm0aJp7OE0uMMjLpoTE+TSZfZOOmzTjb28mVU8RiMXweP5t7WtBYTJwemeTs2bOgNAJgMhqo12rN+C6eRCx//+FDBzl09DSbe5zc/6bduNpaeOHYWc6fO0+bVUsmX6FQrLBncy8mk5HnTozhWUgia5R45337SCSTiEQiLAYdIpGYs2MnoFbh4f27mfDMkS1W0WuVOOsannzpFFWxjJ7+Id7+0IN4JsdIxEK0m9WIxCLEYjH5fIFCqYZGo0UqkVAqF6jVaoQXo8zNL+Dx+ljMyZmdmcK9a2lRolwsoGnRv3IC61Xk4gZWs5F4psSREQ86jQKJRMx8JI1UpkBusjMZyqLQ2zjjWUQkEpOMhhkfbzAyNoFZnOHO+7Zz+PQEO4acdLfbCMcyjHnDJCoyOnqdmHUTfOs738XnmSYUCqHstHHyTIaFQJDZUpHtva0sSiukskXG/VGMOg2JbJFNgz2cn/Dy/RdOIRVvRxfL8PLpCQqlMsPuVvKFPOF4DofNiEktpWxR8uJZL61WAw/uHaJSqVMoFKlX6+gUElwOM5FMBb/XT9msplYu0tvpRNfTQiyW4KmjFzCajNyxeycAh0+NcH5kFL1WjUKhQoSIaX8Qm62FDf1d5PJF/uQjv8xDDz3I9s0bOTsydlvYB12NRqNxWbawy+XCaDQKfQwEBAQE1hnrobfDai2ML6X2kznZxUKR1WpFqVTe0CLExd8fCoVWVhCJxLx0agyFpIFCUmeg04HNYiAUSRGI5yk3lqxWqtUqXp8fVTnC7i0D0GYgl0nw1FP/f/b+M1yu87zvhX/Te+9lz+ze0AECINiLRIqWZEuW5ciJr5PYR4lzybmsxHLi1ynviROf45Jjx/abWI4l27FlWZJVaFEsYidI9LIBbOxeZu/pvZc1bc28HyBsEiwSSJEiac3v02DtVR7MVZnQUQABAABJREFUWmue+7nL/34KkKLTaQlHoty77w4mhr0sbUQ5vxhi3GtlyGHCoFXz4uVNjDo1H7trN4dmhnHaLBgsJi4urVIStdz9kcAN4361rRyNxlB6jCxthNGaHTuZ53K5nDtvPcKz55fItZVva1b9K3sXXMftdqNQKLDZbIPqowEDfox5O6VKB/xgXh3Y0Oj0aJTt1wSQ4O1JInmj+3v2hSfI5PL8n5/6GDar5eX9xQVWr15i/OADzExN7Wx/s1XHbzYweX2c5XQYr83E2Ct7QzkD7N23H5PJtDNf/aAA0c1cf2tznXwmiVQo4neZMP2AdgI2nRyjSopR3iWxtUqpWGB6ZpaD+/cwd/4CqWqfnrJFLpXlnlsPEE0kufjEs+wZsfMz9+ymXG9hNupptNr4nTZKQpflcBaHSYNCLSMRSrK8tIhaIUNs1TGrYSzoQ9Lv8PSJOQKj4yh6AhNBL9laB1VHxR37x2l12lxe3mQ1nMTjdjEzNUGs2KHVFF73u7kZXu1rMJvNDA8PYzabBzL5A34o3tJsUq/X+dznPscXvvCFnYXFm+V//I//wcGDB9m/f/9Ag3HAjxVvdRH/g1hbW+PKueMEzDIOzwTwuR00Wy0SmSKXlq/gdNpfc/6bLSN/5SReq5RpdUTOLi9zdNrLyJAHsaNDrbiWDXJ+YRubTo5LDw6ziUhKJBpaQ6OQEE1mEUpp3HY7DrORExfmyWYzBF0mJPQIaOqoZRKqiVVWKtnXGL7XjY3Idoi9u6b4iTv2Muz3XPubVMJ9x/Yio8daOEUommY9msVW72IyGNDrO4z5g8ytRCjWWpQqbY5fWCJXblCuNfFYNeRyeTQqJdW2lDNXQ4QjcXLFMtW2hKO3TjMa9JMrFLi6vIa0K2DcDlOpCeTLNewePzK1glAkiSBKOH3+EvVyAbVSgcNqRmnRkEtGuXKlw3DAh1Ktod542TBIptIYDTqCfhfJVJqNSIUnz63iteqRSSWUmhLEXp0j9zxEMpkkG1nFaVLj1oG0WSAT3yIvdqDXRRS7WI1aZPTRalQolUqSySKuRIwRtwW1TodB0SPfa1KvVXnwyC0M2XR857mzvHR5nU/efxApfeh1eebMFQRRyk9+6F4q9Q6nLy3y4pUweq2aTK7GR+/cw2TQxYmLK0yNWnDYbGxHoijlMtRKGWa9mkS6gM2kZ3rEi1mvZi0a50wqy1qigs+sQNlv8IEjs3icNnLFCiWJyL23TLGdb/HsqTnkUgmZbIFQsozQ7fPV//V1ioUi//rT/4h90+Msrm8TS5e586472Ts7/UO/S+809Xqd7e1tvF4vFsvLRr9cLh8EkAYMGDDgfcj7obfDm5Ewvk61WmV7exuj0UgwGLzhb68OIP0gh88rr59JJZHTJZ1K0Gm3ubKyRSoZ5+c+dIxUrsDcShiDXodSoUCl0TESDJKIRa71FNBICXq8jPhcpMPrOLUSJvcPc3pxm3AsgaLfJpFI4HNaUavVfOvpFS4uh/m///lD9Po90qU6PQnsn/DiMGnoIaHX6+H3udC2XlvN82pbOVlq0e1kGQ14ESUlrs5f2clorjcajE9M8oEHPvRWb9NruN7HwGAw4PV6d7ZLJBLsdvvbdp0BAwa8P3m7pEoHvDXe6SSSN7q/lXKedjlNvli6IYhULBaZHXHTEuo3nOfNJCy/UeBqee4k58+dxWGz0moKN8zzoVCIQnILv9uJTqslOORDIpHsPIeZjPemZdqbzSbf/MbXiaxdxaCRYzGb6ekNLBeSr2j/EOGpJx7Hrmxw8M5D+JwWLBYLUqn0DdsJpANu1pYWsFrMuBw2ljbCpFIpdHojZaHLvffew5XFFf7zH/81/67ZplwqUqo32ErksRg0TI8HEFoi0x47Oo2SSqyABFhfX0OvVmDXisQjIY7snyVW7XAulODKWph2p0epJcNULmNSgdM3S3U7jlnXp9Xp4HY4mGp1qbQkjIyOIVEmWQzP45l48wHIbre7Izk8NjZ2w99sttf3QQ4Y8GZ400GkZ599lk9/+tNEIpEfKoL5K7/yK0gk17L4JycnOXToEAcPHuTQoUMcOHBgUF434B8sb2URfzOcP3sGm7rPuG8ErVaJ2WgADFiMRuLpAlevLjA1OfWa879RFki322VtbY3tzXXmL8/REapMjgVpNZu089u0qnlKJS0tu4FSqYTQ7JAr1VCp5Iz5nRyY8jIZ9JIvV3n67Apum5ELl+YJx1KMj6n44te/iwSRo/unaQsNJv02FBoDLreXpY0werudUCJCKBTaMUyuOyYWrs5jUECxXGPYf228tVqdTr1Jq1GjUapgMyhRyXrQEzGZDOgKde4+coCa0OLKepR4MofK5MLl8aGNpNGqFHS6PcQ+tDptJC2B6YAVw4yPiytxpKLAuUvzHDmwl1q9wXefeIKrmymGgkEcThe+oQClbJKOXEqnL6WWzuKwmhBabcKpAi7/CJNjDtZXl1lb38DhdJHYWsXVEOh0RSKJHBqNFqHZ4vYD03zwjkMUynXShQqlaoPtSIwh524SiQSptTkeOLYHh83C5atLbG9tMGLTUK5LeeSlBdrtJs9dqNLqdCnXBHKVJlKZHKt5H+VGF1O/hl6v50NHp7m6ESORKRD0WLj30ARnF7dZ2U5SabSwmHT4HTa2MlUisTQ6g4H9+/cx6tIz7DISS+gRxR7za1H0Oi1Wk4HZmUnqjRqJVA6xL8GsU2E16NColNDrMuyxoNcomVtPU8ylGPNMcmjvDE63m5YoojNa6GdKaFRSGrUML548w+0HplBJRTrtJn/78NNUag0AvvX0aXR6I7PTk0zO7mY0OLQTcHyvyAe9kn6/TzKZJJlMAhCJRNDr9SgUind5ZAMGDBgw4Ifh/dDb4c04unq9HpFIhKWlJQr5HJ1WE6fLxcTUzOv+f24mE/769YdKJbZDm3gMEjQmJTI5pNJplNIe0UQSl0XPHXtHmJkapyE0WduKEwlv0S+2uHzpIk51l2pDzXeeeh5Zq4zGZqQjivR7PaRSKYdmg6QzGR59/hx//JXvEk7kAPjSU3N86gMH6fblBH0eJFI5VzbSDE/OYLP4uPfWGbKlColYZEfK7jrXbeXR0VHSmSzx5fPY9UrcTjP1hkBia5VoNEq2JjJ94La37Z7lcrkdZ1CtVsNkMqHT6X7wgQMGDPix4Z1SORlwc7zTSSRvdH9VMgnjQ24i0RiTY9fkXrvdLhuhbWiW2YimyJXqBIb8O2vkm02yfL3AVbfbJZFKE1++hGP/XnaPje3M88lEnEI+h7QPSKRUanXOXV6kWi4iCA0SmRyLGzH2799H+1XBp9ezJ771zW8QXz7PPQencTmt16qL0mVkCjn5+Cbf/EYUk6qPpFNnNGDBaVJRSMep12v4/UNv2E5Ap9WQymQ5MbeK32VCEAROnDxDvStjPVnmLz/zb1lZv9aj+Pf+19/y8Xv2M+Q047XoETo9Gm0JCrkcvUaNUiknX66xHUvid1oYdtuQ0GEtmmdtZYl2q4NNr8DudBNLpJhbC7G+HefjD96B0WhGoy3Q63So1ptYjG20GjXZagWAdKZAVegSGH5zz06lUmF7e5tOpwNAPp8fBI4GvO3c9IqmVqvxuc99ji9+8Yv0+308Hg9f+cpXfugBiKLI8vIyKysrfPnLXwauZVaNj49z8ODBncDSwYMHMZlMP/T13qssLi7yxS9+kWeeeWZnsTA0NMQHP/hB/sW/+BevWcwMeP/yTmWrJKLb3DZpw+/zEo+Gcdqa6DRqVColboeJlxYj6Cyumzr/K50BStqM26S4bMMsb8XJ5kvsnQjywC0TVOsNKi0puVqH7e0ot+6fYWxIQrkhYLJYiKRySHoiFr2ax589QataZHbUyyd/8j7mrixSLJdY2Yhwx75RnDYLmVIDrVaDzaSnItTxO8xsb66TSiZucEzE1iVsbW4T3lpnbWMLu83C0kaEbi3PzJAFu0mFxWqn2+3So8PcUpgGalrtNi67hd0zM4xM7MKokqBQgtjrI5GrqHRkhBM5DBo5d+yfIJ3Nki3WmJka49iRwzz6wjnWN7bIZDN02i30ZjO7Rj10xT5Xrsxx5moIn8uGz2HCpJHSajepNzuMDHkJDlm5uhrm6uoWyfSXOXbLPvr9HqubERqtDuUORONpEtEWQltkfHiIoNfDsUP7CUXjpCsiMqmUyNoC024DtUKKpfk5pJI+WoWEEn2GnAay+RJXNmIY1QqOzgaYmPJxZiWN0mBlK1mi1mhjNhoY8ZgZsauIZfK8dGmNw7NDmPU6LAYdcysx9k14GXWaUarlWPUKXjx9nqZUz913345BJefM6ZfI5wqcb3cw6RV4LQZEqRK9Tke3LyWRq2C3GHHbTPT7fXpih1GvjV5PxKDTEEoUsZoNyGTgclix26w0GnXEbgen1cjKVgKZTIZRq8dksfOnf/Z3PPb82Z1nVK1SMhb0I3QlHNi7+4YMrPeSfNB1BEFge3ubRqOxs02pVO40Jh8wYMCAAe8Ob1cviTfT2+Hd6F9xs46uer3O5uYmS4sLCNUCFr0Wm8+KRtl7Q3mkm8mEv379R556kex2CMWQnVqjQTSZRy6V4bQYKeTzjLqM9KUyyqUiCrkCv9PCqctnEOQFhn0OZoIBzEYt33xkHp1CJF0o02m3kEpl9MQekl6fv3tmjgsrUcTeNRk4mVTC+JATFCqO7p/mjr3DlKp1pHonv/DpX9qRIRL7MRLfx8EWCoXQy7vs3rOHaLZKXyrFZNAhdkVeOnce/+yRt6XqrNPpEA6HKZfLO9uUSuWOrN2AAQMGXOedUjkZcHO800kkb3R/lWoNcrmUsnBtbdntdjl1fg6hUsCplzA7NIRR22dtaYFUJstthw/edJLl6wWuQuEoolDlgWN76KsNDAeuZfJ680WeOjlHplhl16iPnigSjsWQtWuMeC0YHDbq2ShLq/M4dHDnrUeoNxrf155IbS3xwLE97N31sj017KtxYm6VfKnBymaYO4/sp9NpUqrU6HZFfC478XSOYlGPRqOl2+tjMhoR6jX0VgvxRJxMKkktnyQcjbO4ukaz3WUzca139te/9Qjlam3negenhvjEB26hWhOo1Oo4zTqy+QJyhQKjWkq9IXB+YYNOq8OB6SA+f4BvP32cdrPN7IwHUezR7PbZiMdJ5ar87E/czYXFDSTtBqnIOu1Wh0ari82kJZLMUK5UEboy5hfXeGluhcDM4Zu2J3q9HvF4nEwms7NNJpMNpG4HvCPc1C/amTNn+NSnPkU0GqXf7/PAAw/wpS99CYfD8ZYvvGfPnmtN64Vrck6vNIr7/T7r6+usr6/zta99bWf7yMjIDUGlI0eOvO8DS71ej9/6rd/iv/yX//IaacClpSWWlpb4kz/5E37nd36HX/3VX32XRjng7eSdylbp9/t0uz1cTjvFcpmlzRh2sw6tRs12LMNGOMWRD9zc+V/pDNgKrWN0aBgJ+um0m7QbJTL5AgfGZxnx2RFEGcaj+3js8e/isuoRWh0qjSZ+j4dMNkcoEiddFui02tx96wH6EgljQR/5XIb9Ex6+9sRJ2u0OzVYLhVIJgE6rIZep4PQ6Ob+8gMdu2nFMdLtdjEYjBrUUg1oDnTpCReTshcuYNBLu2eMnEPCh1+vJF0uk82XiyTRpQcaffOlbtNpt1Bo9h285gM7s4sr8PNFcDanKwLHbpql3NzAqRESJDKED8XyN3b4xTp09RyG5xXamyrjfwUPHZhFlGkr1DmKnjd2k5eB0EPfQKC+ePIG802A46MfrcSOhzzMvnaFeqaCTtilXKqyHE3R6PXpyHYHACPn0EqLY5cBMEK/NREeocvZSluPnr9IW+9jcftaiYYrxDYbkQzQwYtZKGfc7KFdq1BsNUtkS2+kiYx4L+yc8OEx6+ioDGnMPu0lHrlCiiwyfXcNswIrLauJArUn2/BrZUgOFBHpSOY12F51WjUKpQNLvIQgCqUIZuV5JrlDjvo/ez8bGBnqlHJ1aRqNWQ66QkivX+dtHj5PJF8nXmliMerZTRfq9HrftGcZi0pIv1pDJ5dRaHRxmA41Gm8WVDdxGBRq1AoVORUGtIJUroNMZUOhN/LN/9/8SiiZ3ns9do17+j4/dz/DICBdWo3z9sec4dmD2PSkf1O/3yWQyxOPxG+Y5r9eL2+0eGHcDBgwY8C7ybvSSeLf6V/wgR5dMJiORSJBMJkmn0wjVAhNBP+PDPpzWa30Mym8gj3SzmfC33X4HG2trxPMC8eQiB6aD7J4aRdpr8pcPP89iqUK+UGZ82IdcLsNjNxKPxcgXiswemGFqYgS5sk/A56XbaSFTQMBtRq/RsBxOc3phg//9nTCRVGFnDE6Lgc/87P1Y7XY6PRm9RoNoropGpWRiehKZVIbYE0mlUpw7f57NVHWnaTlAIhbZCfTFYjF2B23s2zVNKBwlEo0RzV+rJJ+ankFttfzQ965UKhEOh+l2X26obbPZGBoaGvQxGDBgwGt4p1ROBtw8byaJ5M3yRvfX4XSxuLCAwXqtL18oHKWSS3PPkd2EQpuMBPz4/T78rjLffOo0yytrZAolgpP7WFtb+74BrtcLXEWiMfwuE267hXDmWsVMvlQhnimgVyuJNpsIQhO9RoWqW+fOwzOYjHry+Txus4afvPcwQk9Fr99j3+6ZN5RbjGyHrkn2O2+8vsmox+swcvz0OcRuh4BdzcGZYeqlDM+fuojZoEWlUlxTtLG46EhUBL9XyXPp0iVMChGhmkcithkxy2ibDVxejfLSyVOEY6mXv2+Vgn/78x/gZz9wCIlSi1wqYX4tQjJXoNPpEM+VWd9Uk680yJcFDk37EDttltc22E4WcVr0iL0+coWMVDpPOldAqzEyNT6MTCEnFE5yn8tOV0yT7CjZztRQ0iEcS9KRqGiHy/hnj/DTn/iZm7In6vU6W1tbtFqtnW0Gg4Hh4WGU3/OtDRjwdnJTVu6TTz5JJHJNh/o//+f/zG/8xm/80I6vK1eu0O/3efHFF/n5n/95EonEawJJryYUCrG1tcU3v/lNAKRSKfv37+fBBx/kF3/xF98TDsM3y7/7d/+O3//939/59z333MPBgwdpNBo8/fTTbG5u0ul0+NznPodWq+Vf/st/+S6OdsDbwTuVreIdCrIRXePgHoHpiTHSmRzZXJ6tVJr5rSzD0/tu2jHxSmdAuymgcxoBUCqkjPudXFqPU67WMXvtVEoNLBYLeqOZeDpLVwSh2SGbL1AT2gyNjLMYr3Fgtx2fz8tGOEG1WqNaa1DKVmkKDU6cn6d3YJaJ6RkA6g0BpVpDuVKlXKlweCa445gIhaPoFX3uv/MwxUyKTl9Ctwd2oxqlDBaiRXQ2J6K0TbZU59JqlEqtzuJqjLLTgsOkRSo2eem5Z1Bo9PSkKj7wgQ/i87jYTuUolKuMzwwhU6ioNnvEc1UaZ8+hU8kYcZkJJ3OY1RLsdhsqvYXnT12k3Wqxb9ckZqsVtdHG9OQkvUoKt1nFiFPHZiSFrFVhymei7dDRlmoIjg0j0xjoIEdt8eI0qkjaFSg6JfLFIq12h25XZD1RZmbvASwmPRvPHCdolhFwW1ApZOhVcjwOE2a9mkq1xkY0SyheYN/oNDMjQ2wWRdLpOkKrc007XyenWKkj6RkoVmq4rCaabRGtUsmo30O5XsfVFr+nzWshX24gtNrkq22O3XKAbLHBs8dP8vTTT6Ohxb4JD96hAAW1mm6ng89tZ2krjdpgYdLiZHlxnlqtSiJboFito1UraHX6CF3oomBm3E8iW+HUlVVmR324HSZWVyJcWAyxEs5yef0yi6HETrWOQi7jl3/mLj714K1Ec1WcJiV2nYxivc3lUIZE9DwSiQTv0DCju5xv6T16O2m322xvb1Otvmz4q9VqhoeHB3I0AwYMGPAe4N3oJfFu9q94I0dXs9lkfX19p1q2kM/hshg5uGsCjfplJ8QbySPdbCa8XC5H7La465YZ9FoNbaGGRCJhIZSiJTQJuky4bHpMejUrGxGurF5zguq0amRSCAz5WVmYJxaLYdLI2BW0Mey102iL/MWjZ3j81ALNVmfn2rce3M3+yQCVRhuj2GNm1Ec8XSSczBMY8hKw2pibu8DW5gbNRoV0oc7hg0exKJo8/chXaba73H/7YcaCNgrlMs/PnyWzpaVVK6DV6ZmZHMXtdiOTytiOxFj4ITL+RVEkGo2Sz9/YuzQYDN50H4kBAwb8+PFO9+T5ceXdqBh+Pd7o/mq0OvJNCfVinSsLyywur2BSdGm0leSaMr797BlaQoNwIoXYbmLUG9h36DDjQ6YfmLTyeoErQWhgctmpNwRkChWbkSSl6rW+SxqNGq1WQw/IZVIE3GZMxmvBy3Q6TbPdYc/eWZLZIt9+7CkkEmjUK1TrbRbWI/zrX/011OprPQmFeg2LxXJD7+gdel1qlSLHbtnPvplxFHI5Tz2fxayVU65WUbZUtHtSRHmDWKnLrttH2N7e5vzFi3zw4CgjDj0uhwWx1+Mr3z3Df/vzbyG8wmYIemzcMuXHatRRrAoo5G1Uag1us4ZiWUEkW2FpO0u92cKs03JwJojLYSdfrvDSpQ1sVitHd0+QrwmUaw3WwinGg0PMTo6STGeZHR9mJZxlbjmMRGyiUGjpS3VcWt9CoXGyd/9BhscmbuoZe7VMPlzzj/t8PhwOxyBRdcA7xpv69ZPJZFit1rftgTx16hQf/ehHqdfryGQyPvKRj3D77bdjt9tpNBrk83kuX77MqVOnSKVejg5fDzCJosjc3Bxzc3P8zu/8Dh/5yEf4gz/4g/dNMOmRRx7ZCSBZLBb+/u//nrvuumvn76Io8u///b/n937v9wD47Gc/y4MPPsjIyMi7Mt4Bbx9yuXznOb1umES2r+mvvlXD5Mitt/Gdb4R45vQVxgMuTAYdyJUUhT5GV4CPfuynv+95X2konTr+HGN+OxqNGqlCuTOJq5QqWjIpJr2OWLaMRiVDoTEglUrx+rwsLm+Sr9TQqpUU6l1cLh9SuYJMrszUiI9GF4Sekj/84lfoNmsY1DK0SinhWIqxoBtjtoBarSFfrqG3+wglCuj1BnRaLWubW0SiMc5dnGPcbcI3uQe1UslGJA0ScDnt7BtzodIaKdRElkPr1OsN5PTpttsE7HqOzvrxOK3oNSrWIhmubKaoiwo+eN+d3HHrYULhKCvbCVbCGQw6FYl0lim/Bb1GBT2RcCJHviIwPhpkK5pAocgx6tCgVBjwWTTMb0RZCWdpttqo+iK37R0lW2khp8unPngQi0HP8xdXEBVG7jg4xYm5VZBruDJ3nmG7GqVUhJ7I1JADtVJBudFElCqYX1qDnkhbaCCa9GwlS/htegIuM2Kng0qpRGi3UShk9JHQlaqYT7VRKRXYzAakMhn1Sp6ARU20Vsbm3MfSZox2u8NSKI5ECpmKQKXaZCuWZs+Iizv2TyCTydhO5Ii+eBWx26FZyzFulSCTGhhyuFHKJCyshbBYLLhcLqRyJVajlkJHzq1HjnF+eZvVeJgZv51UvorFrKPXl9ISpbR6Eow6PTKplFqrywtXQlTKFdQKKTKphBfm1ommX84kDrgsfPE//BOO7ZtgK57BolMy5DCwrpPzwsIV9k4Ns//uwzvVSKHFC+SymXcso/sHUalU2NzcvEGuzul04vP5kEqlP/LxDBgwYMCA1/Ju9JJ4r/WvaDQarKys3JDAJ5dKmB713RBAeuU4Xy2P9GYy4cuVCh6bnHtvO0gokuT0xaukcxVGAm6mPEaMRgN6o4k+cPJKCJlMgdWkY35phbvuuI1ys8fc2QvsH7VTqjXZiOX43S8/z9PnVnauodOo+Owv/AwPffBuNraTrC1eRmgINIQm/X6P9XierUyVvlSBVikjEg3TbLRo96VU83HMeiW7hiwUqwIGvQ6vx8l2aB2zrE10M8oFiciuiWGESp5SscD0zOwPlfF/PYjXbrd3tpnNZoLB4Huin9aAAQPeu7zTPXl+HHmnK4bfTIDq+93ffUfuxun2kIhF2Izl2D/pJV3t4rJZ6AqQSpRx62X4XX6qHQlBtxmNQsKxAzOcvrT8ukkr3W4XsS/hiedOsLq2htVqJTDkR6lUkc4UQCqlqbDA9wJIADJJn/GxcUqVKs89+SjTfisboQgWk4F8LovH7cRqNvHd50+xubLMR+89hNM6zlY0yZnlK3zxC3/KP/uFT5NIJFhdW0XdKdKuZFDIJHi9np2183Y4SleU4HO9rIjVaYsoFEocFgPNtohebUToKWiL1ypzUok4KoWS7WQepdSMXq/jf33jeX7vrx7bOYdapeCjd+zhA4cnUSuk0O+zuhWnT5+7b9mNVmUlWahTbyTQGq0cPTpO0GXh8sIKc2sJAi4zNouJ2WEHXpcFp9lHulCl2epweO8UarWG5HaGutBk/55djAwHuTB3mc2tBLfdfR+fOHr/m/IBiqLI2traDTL5Op2O4eHhnWDcgAHvFDf1lN577718/vOfJ5PJ8Mu//Mu88MILfPGLX0Svf+ulsel0mp/6qZ+iVqsRDAZ57LHH3rDvT6/X44knnuC3fuu3OHv2LBKJBKlUikQi2Sn17/f7fOc73+Gpp57ij//4j/n0pz/9lsf2o6Df7/Mf/sN/2Pn3V77ylRsCSHAtaPe7v/u7LC8v853vfId2u83v/d7v8fnPf/5HPdwBbzPvhGEyOTnJ4dvvZ33hIueX48il0O1BX67m8O33f1+HxKvHc2hmiH6zytrSAm2kdExK7FYzvT6cvbJKpdmjVKlzYWGNO48epCnK2IxmSTakKPVu3F4rG/EC28kihWqTarvHmSurlOttlP0OJk2f0dFhuu02V9ciFIU+hUqbl06fY27JhsHqQtHMYXYPE9CYeenMORwG9bUSapMat1lNKhGlLHQYm5yi225RKpdodRt4TDp2T44w3xNQeUxE4hlsRjWHpn2MeO1kygJTI37uv20/X/nuWU5ejXDy/BVuPXwLAHableWledwGGT6blsmgB/p9GsK1bBKh0eAvvvEsaqWEEa8DnVaN225h13iAfl8k9OICa+Ekh8dtxJNZlrZTBN0WNEoFnW4Xs1FHviXFZNTjd5lYCudJxSM4ZGZ8Nj1GtRFZv4tcIcNi0NJr14lurnH4wB58lhGMKgnbiSxPn7mKy6JDp1ZQqDQJp/JIJBI63S56BYz7bOQqAtK+yNSwnoXNApfXY2RLAolMnoYg4eTj52l2ugwHA5SbECsILG+n2T/uIVeqU641ubIRQ5TI6TTKzPotGPVaqm1wGlX0e11aXZFSuUKzA4HRSTRWP41kibrMxE//41/kiW98iV1eDUGnnmGvE4lcTqpQY2ErS63d49JyGKfLyXIoQb1aYshpxKDXc3T3CNF0AalEwqjPxifv3ceeiQBir0+j1WN0yIMCkUa9TrtW5NZ90+SLJTZCWwhCg35fwvLlc9gdznelp5xGo9lJuFAqlQwPD2MwGH7AUQMGDBgw4J3i9Zw2G+trBA+//hzxTvWSeK/1r9BoNOj1eqrVKiqVipGREYr5LJVX9AYAaHfaLCwscPzFl1jczrK6tsqe/bdw991331Qm/PXvPxGLU4lWMOrUjAb9eF029o+52I5EqZXzePU6/G4nKpWKfUKL7XiObquJTa3g0oXTpAsNdAYjEqWBi+sbqBVwZGZoJ4i0d8zDrolh7jsyQ7XWQC0XMZitbMbS9LU1XE43e/YZOH/+HJeWQ8QSSbwWLUf3TWLRqUmntjm+tsyeqTFGvF7CkQjJWJh8bJ07D02wuqGi0hIQ6tXv9VxKsbau/KEy/pVK5Y5UnUwmY2hoaNAMe8CAATfFW1U5ea9U2rwXeScrht+sH+hm7u/1tW49vYWyJzA74aVb16JTyHCax1FJ+5xdipBJxonF4rTaHTx242uSVq6PrVVKMhl0IxMFWqUUZ6PbxPM1ENvcc8dRRoZ85IpV5DIpVqOOeDJFXexjUIgc3TeDSdlFIRHZiMRptPp4XPDoU88T2dpgz5iHo3smMJuM+F0WAoEhjl/e4H/96eeZCrqY8FopZARAwrmLl/DE4oyMjJDJFTlxeY2hkXG0Oi2NhkAyneW+o7sw6LTMLa6zsBFl3y23sv/APkZqdRKxCOlElHtu3Uu7UaPQqFPezjI5FkAhl9HpigTdVv71z32AveNeoIdGIaNcr6GRy9nKlMlX6gR8bnQGIz25Ggk1vAYZd+wdZsxrZn1zG49FhyA0aTVbVGoNKuUK26kCRosNo15Dtlin15cQS5eZnN3N5NgIgtDENabkAw986E0/QzKZDKVSSaPRQCKR4PF4BjL5A35k3NTscNddd7G4uMhnPvMZvv71r/P1r3+dS5cu8Xd/93fs27fvLV3485//PIVCAYlEwt/+7d9+XyefVCrlwx/+MB/+8If5oz/6I37t136NXq/HH/zBH3Dw4EEeeeQR/uIv/oJisUiz2eSXfumXqFQq7+keQk888QQLCwsAfOhDH+LBBx98w31/93d/l+985zsAfOlLX+KP/uiPBvqW73PeCcNELpdz19134x8aIrIdolYpU6pUkUikVEs5XnjuGQLDowQCASKRyA0Go9iX0ColuevwXkxGA3arkcTWKj6XnYvLW+SqUp5+6Qz9Vp1a45rWrVkN1bqM755dQqeLYHEF+Pg/+RQymYxYeIvwdohysYJGY0GmaxBLbTE9ZOPQ5AgaRZ+2KEEiU6LUGFCbM9REJZuxLIXVPLt3KfAFzYw7nJQrVTbX1wncMkmrUaXTblKuyDCopWxtblBpXqvkG/J7mJu7TF8ip9Go02sLDAVdPH8mhV6jYFfQgdWkI1+qcmZuiftu24fDpKUp1FlZ2+Q//vYf4rVqObxrnBcyOZrlHladn3SuRF1oUqzU0ek0KCU9EqkUDxydYsRrpFpvEYokeObUZZqtJg6jiqiij8NqRKdRUa0L9HomhE4Po0aHSqVBL1UAYDLoKJY2EVod0skE084gbquerUiCbKNOo9mm3Wyza9TDiMtMvd3FoOixvJWkIQi0dArUcgkqOVgNaiQSCc12l4srEaxmM1ablUMjFmRSUMr6XFqNUxE6PHfyHDKdFd/QJH6rA51WQzwZRaEzotPp+eZzl/numRVkUikqpRy5XInbqkEtVyKTSdkIRxBdBo7MDNMUBLLFONlCFaGvYNe+gxwbP8AHHvgQzzz1XX7qww8g1nM0KiUWwnmMOi1drlXqXFyNEc/VGK0LOK069u8dRSntI7TaHJ3xEU/n+PCxWVrtNmuxLE+euoLZaGDY78XvthNLZVndTuD32FlcXaeSS+N3mTC57JSrdVLxME898RiTk5NveTH0VhdYCoWCQCBApVIZ9DEYMGDAgHeZN3LazBdTvHSmxnDA95rf9Heql8R7pX/FK+e3WqVMXyJlZtceVCrVa4JCDaHBl778FcKbaxRLFQIeH4ZOnrkXvsP62jL/7Bc+TSoZeE2mdCRdoNaVs7m2wiPf/BodoYrbrKRc6PHtp46jkEko1QQ+cHQ37bZIuy+n1ARFuUE+m0XS7bC6nUQuleJy2Chn42xsJBgO+pke9TPkNFDKZ7EY9Sxtpxnz2nDYLQSHAuRyBdYSYYbsGvaMOtk7OYzL7eLkxQW2t6I8dHQKg9HEGbHBkF2PTtFj3G9lxGPiwkKIrlAkm5GQrkkwKTscmAoS8HvodEUuLm0z5DRyZT3GdlRCfSnGLXc+8JYz/qVSKcPDw8TjcYLB4GCdN2DAgDfFm+3J82715nu/8E5WDL8VP9APur/Xq4cef/oFpvwWSrkEw24zQqtFq9mj2e0w4jGDXEK73eXcieeQKPUUOpob1rXXx3bX4b3o9VpSqRTZTBpNPk+mGkWi9ZCtiajyedqdHtlijude2CKRr+G26PiJ+29n/2SAVGSd2fEgrU6Hv/nmE1xeWKLfbqKQy9g3ea03djZfIJwq0ujKKGZTbMwvc/e/+VfsmjrAuUvzlDJJZAoll1a2uRJK0+wr0ThG+MC9t2BUy1naCBOOJbBNeOl1mvTbDeRSCZnIBqeKaWQaAw2ZmW5XhL6EydEhNDIRp91GrVbjxfNXEdstVHIpw24TboeFQqlCVxTpdfvEiiUk/T4vXlzCuhFnJV6hK9VgVgtMDDkZ8XsYcjsRuz0y2SzVRovNeI5YvgpSOUgV7J5ysbgeYT2WQ661MrN7hNHg0NsiNRkMBhFFEZ/PN5DJH/Aj5aZnBpvNxte+9jV+9md/ll/+5V9mfX2d2267jXq9/oMPfh2+/e1vAzAyMsKxY8du+rjPfvazeL1e/tE/+kf82q/9Gk8++ST/7b/9N/6v/+v/4rOf/Sx/+Zd/Sb/f59d//dc5evQot99++1sa3zvN3//93+98/kFVUzMzM9xyyy1cuHCBer3OiRMnuO+++97hEQ54J3mnDJPrBsbo6CgvHj9OOh5G0m2SL0G6B2sLl+hIVYx4rARc1h2D8YnnTjAZdKPXawFwu92UigXi6SxSsc1WIo+i36TV6eANjjES8CGXKxjti8xvJNh1+G7uvvvuneBUqykwMjZBYHiUbrfL2uUzLM83MKp79Fo15AoNEpmUC8tr9KRK1PI+5+au4PfYOTY6wkM/cS+1Wp2Nq+d45sXTBM0KZGILrVSOkg5z8wswM8Jk0INAl3ajQq6QpyPVkmtKCc1vMuY2UahsshBKcmzXEFMBByqVgnSuzAtXtvibR56nIbRpNwWmAn7Ghx10eyKRbBmj0cTsiJ1Ov8u5xRA6jQaFDKrVGuM+Kwq5nQPjXiwmHdVGG6W8wsWrS5hMZu45spdyo4VcoSZfbWG1Wml1RHKlGo12n55UjsNxLbs0nSlQFbqo1BpiqQTibj+Neh2LQcX+CS/nlraQSfNMBlzYzFp0HfjOc6exGZT84k8codnpIpfLqPXUSNplLq3GUKnVxNMFHj1xibv2jWFSdsiVaqxFC8iUKv7xx+9CaHZ47MwKGoMFnVZDsVhicW0LVbfEsNOATmnEqFWQKVbJlATyxQqxVJe824JOr8dp0qNXa4hlioi9HrdMDdEDYvkml+cuMn3YRLfbRajXmBkbpVm3USuk6babzF1dQahXMOs1zIz42DvaZXUrxqWlLfwWNW6PBe+Ig3ypxv/3Fx5AaHXYiGXIFGp8+8Wr7Br1Um50SBUqpItVYrkqx8ZmqeTS3HFwakd/GUCnVvLwC1fecrbYzS6wRFEkkUjg8XhuWHBZrVasVuubvu6AAQMGDHh7eSOnjVIh5dHHn+LK4gqH9u3e2f5O9pJ4s/0r3s5s8W63SyQSwWAw8PRTT5LaWsJpUmOxWFCoNKxdOUMmneLI0Vt35HPcVgNPP/s8ic1F/C4zfrsPq8WM0BEZ9Vq5vHKJP/7DP8Rk1BGJROh121jMFtxDQZDIaJajxFazNEpZrGYj24kMYkfgvsO7EMUuT524xNpWjNGRIFqpFJXOyItnL6OViqQKVbRqFbdM+ZAr5BQqFdbWN3j4qZNcPbqXw/vGuXX3MBa9hv/7V36WpbVt5tZTSOUKqq0utGsc2bWLcr2JUmuklM+hlwio+i3anS6pbJZao0E00UAll+CymJkcduN2WDBqlSxHkuRbSoJjDixmIzKpFI1Wj8fjoy/XIpXJiSZL+CeGb9rp2u/3SaVSmM1mNBrNznatVsvExMSbup8DBgwY8FZ4N3vzvR94JyuG36of6I1sgUAgwLmzZ2iVkkwF7AzbNYhtgY1QmaWtJNN+M3ce2oVWq+Hs4hY2g5YJt4HVSIZMRuDRv/vfuEdm+elP/MxrxuZxe+hLVfgCY9hcfjKCjOGxCbY315m/PEdHqDI7MYLdXMaq7lHLxekYbKgNNpY2wsjpYtZIiaRbhLaj7Jvws2vUR60h8Ojxy8jVGg7tmaYz7kKnlJCMbFGtVrFarIS2wiSSKTLZAi3UHDl6DJWxztnzl3ngrltxByaYW9nmysoWdr2MQrnCmNfEiMdMu9tlfnOVUFFKGwW/8cjD/O/f+xydpkC3nUDa6/DA0RmyuSJr0Sy5QvlaywO9no1wjFyuSK/XQ+iInL0aQSpX0EZOrSUi6zb47ovniWeL2KwWfC47GrWCFy4sEc1UUOmM3HbLLDIpzC1tcGl5m05fxp23HkIqgfnlVZK5ypuSmszn88jlckwm0862636/AQN+1Lzp9IJPfOIT3HPPPXzmM5/hG9/4xlu+8Pb2NhKJhOHh4Td97Cc/+UleeOEFPv/5z/Ov/tW/Yn5+Hr1ez5//+Z9jtVr5/d//fURR5Jd/+Ze5fPnyWx7jO8njjz8OgEQi4f777/+B+99zzz1cuHABgBdffHEQRHqf805LmaytrXH+5LOMOvWMT/gwGXSUq3VePL/IdizO/Qf/CbtmZ3b2X11bQyYKpFIpfF4fMqmM6ZlZEvEE65Esz506x+zoEIcP7WP/3r34/df2AbC7l0kLXc6dPfO6zva17SR+kxS1rIffZacvFckVqyQLFSRiG5dJg8ugJ25W4DXKKOaz1MoFdu/Zg1KxwTP1LJMHDrN77xSxaIRRnx2FXEooWSQgUyNRyHE4LDx1ag6VzsKeyRme2NxGFPN0WwIKuRytWkU8W6Ir9qgJLQxqBbvH3EQyFbKVBpFYAp1WzezYMNupAjWhy5DHhdsgpezUoFKpWQ2nSeaKTA7ZaDS79Ps9RLGHRqVCo1LQ77aR0KNUraFSqcjVmrhcw7jketbW1ulLVfQkVSKJHHpThouLm6xHc+w5dj/9yBYr0VVeurTGTNCJx6pjM57nmfPr9EWReqtLoiDgdtpptlocPTLGrjEv8+E8crUBY19CrSYl4GkSzlR58I4A33nhIifnt9iI51Eqlej0eu66/TYeuPdOvvXUi0jadZbOPYdSJqFcrUO/j9djwaiR43NZ0akkGPVa2t0UbqsBGX1UKjmZYh2LQUur2+PqZoJjuwIoFXIKlQaSfheDSk1ic5Fnn30WlVpDrVZn9+wsqZSVC3OXkMuVPHjP7Yh9+NYTL/DcmQVOzW8ikcCQQ89P3zmNSa9Bo5SRrwgcmh5iK5HDYzPSBySSPvPrERTbKRrtHkqNAYlUdq0C6XsBpF6vR7FYJJVMIGnXeOThr/OTH//k6zrcvp9z7mYWWB6Ph+3tbdrtNt1ud9CzbsCAAQPeg7yR02ZyYpyx0TWePn4auUz2jvSSePU8o1RrqLSlvHh+/lpCz/e55tuZLV4qlQiHw7RaLZ568knKsWUePLYHt9NGvSGQL9cQ5SqyqW0iEe+OfM6J4y9wcW6OW6dc3H5gFr/HRrlaYyOS5MS583T7fcLxBA/cdSt3Tjvo9vq0UbK6ucKl+Xlmgm70Kim7RpxYjDq6QplUoY1cLufwnnFkUhmL6xEa9TqVVo9uN4lG1sdu0hPJlLhl2sfs6BDRdJGnzpznhbkNAFL5POfmBObmVziyZ5w+Ei6vRej0VdxhspCJJNGopGzFUvRkKhxIUPQFjswEUCLy2KlLeBwWRtwWum2BUqXKt545jcVsYGJkiGqjxepWnEpbhqxbJxyNYzHqCacL+Lx+qo0WfYmcSqVMrVZlbW0NgEQs8obBvmazydbWFo1Gg1KpxPT09EB+ZsCAAT9y3mu9+d5rvJMVw2/GD3Tdfnh10GZ2aoJ6o8HalTOcP3cWg0LkrsN78VtUIBRo1koI9Sor2ynC2RofNRm4vLJFIplGLpqotzqUKnX2TwTZv3uEp06f45v9PnqNkrERJwANocl2PIPQaiOVSNBpNLSK5Z3nol3L76yRv/PEk8wO23FazSxthHEHJpDa7Zw7fZJOX4JMa0ZnbWMxGam3uoQzVbQaFbfun2JyfITI9hZGo4FOq8Y3v3kclVrLnUd2c+ieQ3z128+QjmwRugpGk421rW1Ca0uMjwZRagyshZN0XQacNgsP3r4fo05DulBmcTtDPLbNo8+epiuK/OKv/z4P3LYHsVlHr1GxHs9SrwsMuZ2g0JApVNFquggd2EwUUCkVlOotJAolH777EHa9mq989xS9ngopHeqlPJFYnBdqLSpCF6Nex0dnp5jaf5Rmq8XmxjpqrZ7dM5MERsbpdjo8f/IcRoefBz704ZtSSul0OkQiEUql0o5soUKheMvP3oABbwdvqUb1elXSww8//JYvfL3ZeKVSeUvH//qv/zp/+qd/yurqKg8//DCf/OQngWvSby+88AIXL17k6tWrPPfcc++5gEsulyMejwMwPT2N2Wz+gcccPnx45/P6+vo7NbQBPyLeLsPk1Y4JlVpDXyrnmScfR9/NM7HvVnxOCxaLBalUSjiaRN6pkEpEbwgiWa1WWqVr5co+r29ne6VSoi+2CHpdfOz+W7GaDWSiG9SqZaZnZpFJrzlczixexe80v66z/fTJl1A19UyMDGG1aBjx2dncDNGjj0amR6bSki032DXmZ89EgIVwno3VZewOBy2hznTQQzKTw2a7jUq5hMui47ZbDvDihau8dGkdtcGG3jnMHXfcRaktx+QJYnIGqBdCuE0aAk4jQqtLv99HLpMitDpoNQrsRi3rsTxDTgt1oY1R3iHo0mHUQDgS4YkXL/Cx2yaw6DXkSw2azRZqhRxR7KFUSMmVBbwuO36vG41GRShZJFssMx9KMTw+Ra8Pq4kMiG2SxQYnLp9m2OdgatiLRa8iXaxjMFvxer2UCjmkUhnZYpV6XcBl01MTOqgUMiaGHSiVSuLFJs+fukihVCNfbXJyrUCjI8GrlmIx6tBr1VTLJUq1LCajAZPRQLpYR6XR4TMZsbu8TI6Ps7oV5aVTZ3AbFQy7TQQ9dtYjKYqVOoVyjaq8x+pWC6VSgUwqwe+00hJFrDolrXYXh0lLsd6hLSqZHfFQrDbJV+pIkOCwGjHafHQlCuZOPktgcg9NhchwoIHP62N5LcSxI/sZD/r473/+Nf74bx6j1mgC0O/DUjhNsyNikYBRoyRbrBNOFihUGqhUSvQaFUMOE6V6B6fTzpnFKMHp/QidNsrvGWG9Xo9YLEo5n6VerbB7YohQpv66Drcf5JwTGvU3XGD57CYWrl6hWn35PS6VSrTb7YEMzYABAwa8x3gjp41MKmPfvn0U2gpybeVN95K4Wd5onmnKOlQ7cjKCjGjxja/5dmSLi6JILBYjl8sB19YhuVSUO/ZOsnfXy8e6GgJLG2HUUtmOA3FycpLTJ08wE3DwU/ceZiTgpVoto5ao0Qy72I4k2UgWUSNycMrH7PQUtVqDv3vsORqFGAcDeu49Nk2tWqFcE8jmity9f5TjF1e5sLiOxahFpVLRkanZTlcwalXIzQbi+Srz63FG/A4+cOtuHn1pnt/966eIZUo7442l8vzTDx3kxOVNTl5aodHsIqDkYw/dRarWZ3k7ybDHTqUtwWeVs2tiiGgshkrWRyrto5T1CTgMJPNFfDYjXruBmaCDrWSRhbUwC6EUUomEQ7NBHHo5tWqZC9tRlDoD5lqRdDKKUiFnwm9jYtjJ0498lWa7y/23H2YseKM9cey22ykWi8RiMfr9PgCNRoNarTbolzhgwIAfOe+13nzvNd5sxfCb4Wb9QK+0H5S0GbdJcdmGyVUEEuk0tx0+yHBA4H/+xd8y6neyvrrMxYsXqeST2E06VAopXruBXK3JXz1yknqtwojXgiAIZMst2mKfRrPF7NQoQqvDC1eu4h2ZplSukMwWSGYLfG+6AiBXKKHRXfsuXh2E1Gi0lKt1hv0ebCY9+XyW/fsP4vP5MGhUKModZHIVF1dW8Lrt5Mt1xgJudBoFmVyR0wtbOG1m5J06s149xXqb9bU1nnnxPCY1fPK+fdQabTpijYPjDmrNHql0htWty7SEGtmsnrsPjBNJZmmLfebXYnzhWy+wuBHbGX8kkaFcrlApl6/1K/Y6iKRKpPJlen0RrXaYUCoFvS4HZsfQqRVcWg3jsJpoN2tY/DZ2j7mxmzRcXEuSXtzCoFUik8qoVesUiiXaEjU/98/2UCqVMCtFZseDrIfj5BoSPnDPnZS/Z7vJ5fIfaF9eT/zpdrs7z0OxWMTpdL7lZ2/AgLeDH2pl9PGPf/wtH+v3+1leXmZxcRFBEG4o578ZAoEAU1NTrK6u8s1vfnMniCSVSvmN3/gNfuZnfgaARx999D0XRLqeqQYwNjZ2U8e8smJrEER6//N2GCavdkzorRauXLnCZmib8PoSP3f/AZwmFYV0nHq9ht8/hFTSZ8TroJDL3jieIT9no9to8i8bjKlUikw8gkqtYd+e3ciVCkaC/h0nw/WqpXKlSqVSQWpR8vSTj5NKxKDfw2i2MbtnLxadklK5zKHZMa6srKCUdkhm8xhVElQKObF8iZVwjqDXgd1hY49Kz3I4SzaTpt0UGA54ubAQolyp0Wm3sZi1yOUyhjwOtGtJPvaxjzI5NsJ2JMZCOM8HHvgQ7W6Pv/r//TZug4lbpvzEsmXm1hPoVApK1SbVeosXLm/RaHUI+tyMeq1kClU6zQYHZ8eot7o88dxpnjyzxNHZIZQKFclcmVimiF6j5PY9Y1SaHVJFAYWqQrPdo9JoEc812Hf0bn7ig/dz5sIlaqUCOq0cm9mA2HWyd2oMk83B6OgY03I5tVqNU8ef4Op6lHajgUGlodnuUG8IKCRSJgMOWq02pVoVuUTC7XsCbKRrtBVmmqKUdrdLtdlmyK6lJhSJJFJoVXIMKgUWvQaFtM/YkJNPfuQ+avUmW9tbPHr8AnqlhNv3DNPudKgJTQShhcuiZ3U7hUIG+yc89JHislvYTuSJp4pMHZ5ieStBgx5dsceZy3E+cMsEWo0at92Ey2YhWWxQrlbRG8zoVFI0kha1rnqnR0I0GqNrVvKbf/iXfPvpkzvPmtmg4ecfPESv1+PUQpgJrw2xJxLLlqk0MsjlMjqdDsERNz6Hmb6kSrvbwx8YYvexY2xthbhwdY1kOks0kSKTSqBRaxgZHcFhs6EweTh8cPdrHG7XnXPHDswgNOo7z5xR2Wdz8SKCKGXy9v2vefcaQpNSvUW5WILha9v0ej3Dw8ODANKAAQMGvAf5fk6bWq3OyNjEW2pu/IN4wyBQoMqL5+fpS+VodHqEeo3IdghgpxIpFArxyMNfx60V2QqpcDhduN3unQQev8PM1ua1NcEbSd1Vq1W2t7cRBIFcLkchnyMc2qCQiqDa60UUxZ2efVqtBptJTzZWoFev7Yw1Ed3G77bT6/VoCgLdVguTQUen22ViyMG55Siz48Oo6FAsFsmXGyglXUZdeqb8dpwWHWaNBLOqx4sXV9BK6gQdBuZCeTQqBRtbUWxGLVupMtVGGZlKg1Jnpl8WuP/ILr70+Dl+8wvfQexd82Yp5DI+ce9e7ju6B7/HjmUjQale5ti+MTLFBsp+A71SQ1eiYHbPPjpCGbErUKlUSGdyKOiQL1UYH3Jj1KrYjjfZNzaB1aglV64TcFnppiq4LHqmJsaQyZUUaxVGvB6mx4KcXdqmVq1x2+5hLixt4wuMMzs5hlKsk680MOh1DAf81+5zpcrx8/OcONHHaDTufKdqtZrh4eFBH4MBAwa8K7xXevO9VxkdHd2RdH1ln7+3o0r5lX6gV/YdyueyvHRxBY3FTa1Splyt06zk+MRD9xCNbGF0aBgJ+ilXapyYWyUUjjIaHKKYz5CT1inE1pB1BTwmOVpVDwl96rUqFy5vMRb0oJBLyJYEXHYzH7h9F/1+lxNXo4QiSVxOKwZNDFHsshhKUGl26bRbVKtVpH0RvVZFJF3i6D0P0e122VhfIy1tEolG0Gi0iH2IJIsM+2rotBpymWuFAs2OyAvnr6DT6gg4jGQUMp586QKNRpOju4I0hBYr0TwyuRKfTYe8W2HEZcDaaNMW+1zNJ9m1Z5Tp0QDJVJqRIS9Wm52XLq9RqxupV8rY9EZimTLRdIF8pcFKNMuXHzu5k6gKcGjXOP/kp+6jVSvx0K272M5U0BpM3HvMQjZf4uFnz/HEiQVcVh3T4wG0Oj2roTBem4ldo26Wt1KcvriIx6pnbjWO1aBm1O3FalAj9vqEknlKtRYKZZ+/f/wZpka82Ex6tFoNJoOOaP5aEs/NVPqJokg0GiX/Cr+cXC4nGAzeVPHBgAHvNO9at7x7772X5eVlms0mf/3Xf80v/dIvvelzeDweVlZWmJubu2H7Rz7yEZRKJZ1Oh9OnT79dQ37bCIVCO5+HhoZu6hif7+XqkOuZhAPev7wdhsmrHRPxRJwhu45bd91NMh6h3mrjdtixGNtEkhmKRT0ajYZytgQq1Y3jCQ5x8qyaK+sxbK7la9VFZ88S3t5GpTehkCt4/tQlVHIZE6OBa06GTBqNVsfFq6tcnrtAZqXLpNfMbMCJyaAjX6qxcPZ5CrkihXIN2lVMBg2LG3FKpTItnZzFYpVovoHWYGE06Mfv8dAnR7+XJpmI0xQEcqkY9XaHx144i1EtpVxWoVSoODW/TqnZZ3s7zOraGqlMAaXFS7PZJBmPUm12CSULKOUSXFY9qXyNaKaIQaNCLpfS6/XwOs24zGosBjXxTJFsJovFZMJlszIx5GQjkual+TBep414UaAvkSG0RZRqBcMWIz25lmypypkrG8yHcvSkMra3Ixw/fZ5WpcDHP3gbCrmM/Dfr3HH0IIf3zbKwvk21Xken6OO36Bl16QmHWozMDOF3Wgmny5y9ssSx2SGkEgmZUgOh2eLwTIC2TEdbJVCut/G7bQgNAUmjSCZRZWk7xVYiz4jXSbVeZ9Rrxmn2kys3WFxaZizox6qTsR2O8MCRScKpPFqVnAm/HavOR7ZQw23VUxda1/obpQr0+mDUqrCYdEiUWowmC/FkEkFokS7VyJYFhnU6+n0JNaGFKPaYGnYTSxeolUuU8hnco7sZn5wmsh3i9PwG3/7Oo2TzxZ1nb2bYzW/+nw+QzFUoVBsYdVquhJJkCzV0WhUKmRyVQo7faeHQTIBGS0SmNqA1WokVY5w4/hx33f8hTjz7GKVKGaOix+yIB73RSKZU4XgoyUc+8pHXGG3dbpcTLx2nld0kunSOXruJz+tkfHQEq05NZKvE3Fqao7tHGOaaM6jf75PKFUlmC5QrNRQqNRKJBJ/Ph9PpHEjSDBgwYMB7lHcyq/j78UaSQXq9lk6twOLiEg/dd8cNlbCxaBSpBGr5OOpenamhAEZ5l8TWKqViYacSXKfVcvnkKTq1/GuqaZOJOMMjo+RyOURRJLS5QbNWZMznQNc2Emrq2dzcRK9VMT0xthNIutYnsYjb+XJvnn6/j85oIluqoVHJMOtUyGVSRLFLs9UhX2kwOzmCQaemUi4RTRQY9TkIR5po1AoSsRgGjRyVtM+w20Kp0sBs0JLL5alWynhterxyFclMFo/HyVDAj3vfOP/7a4/yj/79nxGKv7zumRxy8M9/6laCHiexfINCuc6+ST8+p5lbdo9y8soml64u8fGf+AA2q4VkvkrQocNtdZApV+j1+kgUMor1LscOzJLOFpgIOKnWBRQyKUMeB/Vmh+10kd1jXkS5ionJCWhXMWrkaBUShOYafVEkUWpgc3sZ8vvJ57MEvQ4s5iaRaIzJsWvStt1eH0m/TzwWxTi7CwCn04nP50Mqlb4jz9yAAQMG/CCuz4n+QpF8sUQkGkMQGvT7ElLFOnd+8CPv9hDfVeRy+Y6ka2Q79JarlF9PNt3rD6C1+njx/DydWgGZKCCVwlooSq8pYOypaZWSKNoCzUaRxdV15L0mHo8FAJNRj99lYms7zFYkRiqRoJHrMT1k5e7D0/hcVnKFCrFMAa1aTbHawG41c2TvNBpZm4PTIygUCiKpHFPDHqKJFDarGa3eSL/fR6oxcnZuHr2iz5DTiEYmYWNtm1JHTjwWI5NK0iim8Lv1zA7bKVfrhBMForkKL15YRtZvI1EbuLKwzLmrG2xsx/k/fuI2pke93LF/lLNXVvn2s2c4vbDFbE9PpS1ldsSDz6bBoOxTqQnUm33KNYH9Yy5kEpHQdgSHWU8ul2V5Y4vz8xtsJ7J0euAyuBl2W5gI2Pmzh0/yzLnlne/frNfwL3/6LqYnx7Ab1CRpIPZEfE4zixsRbp1yMeYdwWLS8dUnz2E0m1jdzhBX55kYcrAr6KDbaeN1mNhMFtCoFEikEg5P+XCY9UwGXfR6fYZ9Dk7Ob+Py+dgKbaCSdBk6cC1IVK7W0Wi0O2N6ZaXfq58PqUKJQqnGbDbv2GVms5lAIDCQsRvwnuFdCyL93M/9HH/yJ38CwH/6T/+JD33oQwSDwTd1jmLxmiMymUzesF2pVDI9Pc38/DyRSOTtGfDbyCsl/F7ZHO378Uqpg3q9/raPacCPlrfDMHm1YyKbSWMz6fG47MyMBlgOxagLTXQa9c7C3m41c+rcRfYfPHzDueoNAZvTg2/KS67dJ7yV4fiFFUadOu7YP4ZJr+Ol81f4ztMvMTbsw+9xsxbN8uKFRWKJDO16AYvDwoPHptGq1chVKnZNDBOKJrm8vEU6V2U9ksZh0tBqClzaiCPviWjUCqZndnHfHUdJJ2M0W20KlRqpXB6DToVRp2c+W+LIrmn6SNhMFNmMCLgcdrZSVabHhnAapCjlBir5NK16kS9+4U+ppCMcmgli00ChkCeRLSO0u9y2O8iRmSG2EwVenN+mVm9h06ugJwLXnEmnLy0QCARx2cxsJAoYbC50Ri0z42qyuTyZUp3vnl5iYtiL2+nk0vImVzbiDPkcjA25KZdSPPndKGM+O1cUHXKlCpl8kSN7p1CrVSglIpFElMP334lWq2FlfYvZ8QCTwx5iW5s8dPsuxE4br1OLRafgaiiFzWygJjEgkSgw6Prky3XiiSQ2dY/VSIp2q0O50WLca+PIrI9Ti1H0WjV7JwIshBIsbsYRWiISqQy5VEK51sRm0HB0NsCQ00S90WKuGWX3qIv5zRRyqYwDUz463R7RTAW5TMbF5S0sBh0Ws4l8JU2/LyWWr+NxmGjV2rRFCR6vF6WsTyZbYNewk2guy/bWJvd/8EG+8IUv8Od/9Tc7Mi5ajZpPf/IBLEqRzPd6ZPV6fbrdLhLA6zBh1Km4tJYAiYQHb9uLXq/n0uYWZquN6YADjazLerrOxVMvEI9GMMs9iDIRr9OK12ml15eQKrV2nvPrRlu32+XEi8eZO/ksB4Imgk49VpOdQqVBbDvExNQU+6ZHubgSZX55k7FgAJVKxXY8TV1oIQhNirUGgbEZZmZm3nQl7YABAwYM+NHyTmYVfz/eSDIolUohEwVG/U727X5ZXni4UuVr33kGpULGxz90LypJF7my/7qV4Eur6yj6zddUObmzeZ4+dYl6Q8DlcpHL5WjXi0wFXNSqFeLJFGK/R6XRJJVIYNQbkMmkZHN5VjdDXF5Nc9/YLSwtLZGIRcjl8nQLNUwaL7WNGH6HEbPJwEY4zYn5TZQaPV63HbVKRaXUQBAEjEY5Or2BWCqLRi4h4PSSLRRRyKWkEjXyFQGppIe032FsbJhms0uzs0LA70HS6/LHf/UIX3/iOJ3uNftMIoEP3zrDr/7cvcRzZebXI9gtJmaGrBQqCvQGPZMjPhpCi9XIJcLJHLMjXpbiOUpFKU2vAYNGTk+uYjNbpt2TIJP0KVWqeCwmlCoVuVobnbFPsdZGIpWjlMvIt0UMeh0Bh4d+v0c2l6cnVaIzGti77xASiZRYvoYodtA5jUhkMqL5HN2uSDiZoVSpX5Prq9VQKBQMDw/fUJE0YMCAAe8Go6OjxKJR/vyrf49Z0WV8yI1JISWaytNsSsikkjfVs+UfMnK5fEfW9WZ5ZVCgVimzHY5g0kjZOzO2I3MaWryA3uZDbnCyuLjEqN8JvT7Dfi8fuP0QfeDE3CpNmYR7j+5hNZxGlEiw6xWUqg2iiRRbkQQXVrZxm/WMuA2sbUXw7AtAr0syncdk1OO0GpHJs0yODSGRyLDaHcQim4RiSfp9Ca1uj267w+WNKBqLi2ZPTqfSQaksUS6VsHhs9CQq+hod99y3B5vFzNcfe456rcqEz0qzlqdRKeJ3uQh4nbx0YYWuXMPCegqUTZbjFZY3I9iNGkSxi0IuRa/Vcmz/FIVynZcuLhBL5xCEJgGzB4/DSrNepiZ0sOg1nLy8iVQK/SysbGfZPeJGqpCilCvYO2LDrJbQ7EC2VCWUyPP//s3TlGvCzr3YNeLiQ7fOICJBRIJUoeCW3aMsrIaoN3volVLcNgOdTgdZt0m72eCh+z7M0uIC5WIOm16O2BGQARqFBFHsEU4XGfPbMWg16LRqWp0efYkUu83KkKdKtdXCqFVQLFepNwTKlRqxdJnJ2d0747pe6fdKVSGv3UTXoCCRyZGpNSgYrExMTjE8PIzN9vqykwMGvFu8a7PC7bffzkMPPcQTTzxBLpfjnnvu4atf/SpHjx69qeOTySRXr14FeN1Mrusv2/VA03uJVwaB1Gr1TR3zyv0ajcYb7tdqtWi1XnaavtWeUwPeed6KYfJKXu2YaDcFdM5rC9PZ6Qnm18Ocu7rOsNeO2O0Sz5bpyrQUOypyNZErC8s3OFEsnpGdfjFra2tsLl/hvv0jO3r5w343V5Y3efrEHPObKTKVDjqVDJ1SgtBo0hDa6DRajHoN5WodUa5Eq1bRbnfodLpoVQoq9SZIZEyNDFEulTBrlSjlUvKFPJFklvVQhLVICpCg0Wipd2XY/OPIlFpcFh0yuYx8pcmllW20Sim3H5hGqZCTL9fYf+AASOQ8/uQzBH0eRIsCj1FBo6CHXodKo0Wn26XWaNEWewRdVoq1BtvpEnar6ZqjQq6iVGlCqkSjLcFqd/OZf/qzSOlRKOQ5c2mRU+cus5koUeqqKJ4PUShXuGXPJD//kXuIJFJcDaVJ5bcoF7KkcnomRkcJRZOcOX2CZHiNmtCk2uyh+J5RXiiXsVpM3Hn0MF/YiPDVx89QqtXodRpoVHIqNYHZ8QBupwO1Usl2Io1F2UbRbTK3nGM1ksWkVzPqtfITt06hVCqZGW6TKzdo9WTcsmeKufU007t2U61W0Wp1bCXy7Lt7LzL6tNttNCoZuXINhVzGgUkf1XqLIaeZcr3BxJCN+c0MZxbC3HfLFFMjXpxWCyNDZU5c3mB5O8nuYSde5zVpvHq7j8/tZt+Ul2z2MleWl+l2uzz11FM7AaRdM5N8+uc+hqJdQGzWWAknqAttQMLppShOk5bJgIt0qU4kW8VlM+P3OskUqkjoc+vuMZRyKUKjTi6XR6VUcNcePxPj40QiES4vbxLLN7j/9sOY7B4SySSzU+M7RlsoFGJr5TIjHgs2k/ba92uzUBdaXF2PkIxF6ch1TI0FKQs9TlxcwKRT02h1dwJIDk+Qu+66a5AVNOB9zcBmGPDjwtuVVXyzXHckra6tEl6pMzUxjtfjASCRTLK6skS1VMQdGKPb7e5c32Q0IOk20arVmIwGAkN+1pYWGPbVMBn1O5Xger2RpfUtDu2ZfN2+fUatmkI+h9vtpinU6dRL5BIt/C4T1r3jhEMhlreTvJBa4Op6hBGfE/oiW9E0breDy2dfZH3+DHccPcgH7zjEI488QrdVQ6+UEUrk6AHRTIXNTJ1dk+N89bGX0Cik6IwGkMjxW3VMToxx/Phxhh0G5tcjhOM55jcTrEQyNNsibpuBrz9zkeFAhnylTqcvpy1KKRVyXF3d3Akg2U06bt0VxKhTsxbPk8xVqNSafPDINEp5n1i6iMvppCP2UMgl7JnwY9Iqcdp1rEVT9DVDXN7K0K5kcJrVqFQqFAolT5y8Sr1WQ7trmEN7p8hWmsg1WvKpCkaLg25LwGgyotbqaLZajAT9eD0uzi9sYNKp8XpcbIVjKNXXEknqDYFKo4lGo6XZalOqXFvvCUITo8nMrl27djKLBwx4PzKwGf7hIJfLcXs8OO02xnxWVDIJSrWGe2b3o9HqOH1p+aZ67v248kYVRqlkkkYhjttqIJ4Okw3NY/DaiIW6OA4eZvfsJMO1BicuLpCrtnnovjvYt3uGy5fnMMq7GI3XZAT9LhPnF0LIpFL8LhPL4SzHz17BblAx4rWTlosMmZX47CqKlQ6lisB6LIvNpEMhkxCKZ9hK5hHaffxOC12kKIwOSq0wT51exG834HVYCMdzbEUyqKtd+hI5+/fuotNqMjnpxOW0ozU7dqqfxZ5IKrJJq1bAJfdSKpVIRCPYbWbGx8eR0mZxPY3J5cdnM9DvNtm4XKQvtvj2s2d5/MQVZsb8rG3FaQkNZPTJpWMMe52EInHq1Qo+m5ZOu0O2WEWtlOEw6VAqZbS7ItupLEqVml/62O1EEhl6Yo++VE76apX1SGYngKRTK9k77mE64MRh1jE65MJh17KdyFEpybAYtCxvhbCaDCyvbtIRu6yEUrQ6IrFkElm/TbPVpliqIXbaOEw61iMZ0vkiEqmC6WE39VaHKYsJtUqFQqWhKrRwOpxcPbeM2Wan3Whx+vIKKrUGpy/IaPCa+tQrq99fqSqk0WhY2ojg93mwCU3CiTRqtXoQQBrwnuRdTS34sz/7M44cOUIqlSIcDnPnnXfyK7/yK3zuc5/D872F1uvR6/X4zGc+gyiKSCSS180eFEVxZ9/3Gs3my/qcN+uAfOWi4/stQH77t3+b3/zN33zrgxvwvuHVWsZKtYZ649rkqdaoGZ2YIpxvkavEqdYqVJp9LJ4RPvqJf4zH5ycRi7zGiQKwtLTEX/35F4iFFjlz8kVcdhv7Zie59dBu9s2M0Wy2+PLjp3E5rBye8tJpN6Gaot5s8uXvnuX2feOolDIK4SzpkoBKpaTV6VAoVwk4TZhNBlwOKy9eXOXiWhh7poxeLUMuhcuhBOeWQgz5PPQ1VqZHRnjA5yESTxKJxojn6zTQ4hieYcgkpdLqo5TI8Y5M4Xa7uTp/hdkRN/WeHJVGR1kQUMiVOPRajPou8xtxLqwmSOQrTAWc5Kp1Hj6+wPjQtYwSg0HPkNdDR66jL1dzYHiac1dD+F0mTAYDs7OzXFyNkytWOTAyRbOzwidvO8BP3XeUVqeDRK5idmqMRCrNaMDN+EiAUimPWSWh2+5h1UrpNrtkqmWeeuEERw8dIFsSCPiNXFhYwWEx4rDo6EvkrK4sI0GC2WjEYtChlnaQiCIuTZu+SY1KDrGMgqDXTsBt5c69Iwy5LKRzRYRWByTw4qU1nFYjdVHKrplr2WQvza3w9PFT1OoCuYoMKT0UChm1ehOXzYBeo+bcSgx7xUS13saslyH2QSKRsHtiCL1Wj1zRxqxXY9QqePzEVVKFGkikGAwGTAYVYk/k0tI24USWbKrGiRMn+Mu//Evuuece/uN//I989KMf5ZFvfZ3NyBqqXoupgJuZUQ8S+lxcDrMezbGZDmE1GwkEg4x47VzdTLO6FcNnN1Eq5qk3OxSrTew6BT6niYDbitttY/f0OOHQBpF0iWZHxGo2kNjO3WC0RbZDaGUiQ9NjrK6u0Gpfmy90GhUum5HFrTSJaoGJ2QNURRWTew8Q2Q6RzSWRyVUcuvUWZmdnf6yz8wb8w2BgMwz4ceKHTd55Na/nRAoMjxIIBDh39gyl1DY+k4J8skx49QpPP/kkPamCTzx0O0GbmsvpOitLC/zB/0jjsDuRSCWYjTq2tkJMjvgReyKjwSFSmSwn5lbxu0x02x1WoxnixRYKjYHRkZHXjEutUhLwOri6lWFmZoZzp0+g7bW44+B+TEY9vV4Pm0mL12Xhy4+9xMpWAqVKjVSmYM/BIwSCw6wuzmMzarGZDJTKFYb8XprVAtlynUyph0yhIN/oM+T3Y1LLsKuvVXULzRrJQoNMWka9LVKsNsmXq5i0KuTSPgGXiRGPhdVojnZXRNrr0ul0mB32kBfgynoMSbPIv/2Fn+Kzv/3n3DI9xIO37kLoiJxdCPG1Zy5zZHaYXq9HOl8mW6qi0aix6FXE4mmanR6zk6NsZysUKzUk3TaNUopUoU47n6WUa+MwabHpVBSyAvVWh1A8j309itlspi+HqdndgIxvPvY0IxYfDqeLxNYqroZApyvSkyipdyCZzpEv13AHJsjmsrx0do5ouoB/eIJEKoXDYiCRziP2++zZt38QQBrwvmdgM/zDIhGLcGB24oZq2Ov8oL4t/9B4o/n89ZJMXt2X+rqU7NkXniCTy/NPf+YjrG5uEQ+HOLY7wJ6JIKFIktWrF6lUSkzPzOJ3mJlfOs/d+6/1R283BVRWHWuhKNFEikg8xVY8xyW9iokRP6VKHYVUQsBlxqhVks4VmR3xUq3Vubq6jUQKqUKN9VgOuRRUSgUHpgK02l0ePb1KudJlKDhCsVCiUcqgUCjIlmpsJQuYdCpsRkBjZtfUKIlYlF3DdpxWM/Mrmzz3bIpapUgmnWR+7jw+hwFl38qYz0q70yWTL/Gtx55GotSysJXD54lSD/gwqfvsDZoZ81joSWQ8/Pwlnjx+loMTXu44uotktsDZhTCxRAaXRUsoVkMhc6JXKRB7IncfGCGcLCKTStGpFVTrTeKpHH/4t8/Q7/cQe31GfA52DTuZCLr53b9+CplEgtWoQyaR4nOaUMjlyOnTqFawGtRcXg5h1qnYiGfYq1ZSqdbp9HqshFMUCiW+9PXHmByyYNZpCHgcpAsVrmymuBLKoFEpCMWLnLm6ScBpodlqMzrkweGwodEZQCHQkanpK/UIopJcz4im1WdEqyWWSL2m+v2F5565QVUo4HEQTmSYGPGjV0lJxqPs2rXrR/0qDBjwA3lXPWA+n4/vfve7fOQjHyEajdLtdvnv//2/8z//5//kwx/+MA888ABHjx7F5XJhNBrJ5XKcPHmSP/iDP7ihD9JP/uRPvubc2WwWuFEG7r3CK6WPXpnN8/0QhJdLM7/f/+k3fuM3+NVf/dWdf1cqlZvuuzTg/cWr9f2vL3LV6RzJXJUP3nsXxWKRuctXWF6LY/UMs2tsN7ffeRdqtZrZ2dkbzndd4uvKmRdQNWJ8cJ8fmRS2E3muXJkjHA0zPTFBoVxFr5Zy56Fpdo96SabSFDIJAjYtm4kiC1sZtGoFPST4PG506g0seg06jZrTCyHiqSzNVhejXo8IJEodwiURuUzK4dvvYN+B/TSabUZHRnY05SfHrn0eHx1h4XsasruDtp3GxddpNwVcdiuJcofg2DDnzp4hvhVnesiEQiYhV2lQqbeJpAsITZFQMkdNaLNLqWJ62EWz1SESiTIfrbB730E+ftdt5Itlzl28RCKZoNPuIFMb2X/sFmpCEYtRT9DrIJrKkCvV0RrNtFstdo35iabz5MqXUIgtAi4zW0mBk/Ob9Hp9JoJeVldWWY3k8AyNkM5l6LcaHJoZQqbWo7e4EEWRxcVFlEoFV9ajTFSreJwm3DYzCnqUqzWSuSpGnZJ+v89WssDUqJdyJIVKIUOvVVOqt9GppdTKXU6en8dmMZItlMmWBa6sJ6jUjCikoJTLKNZbOCx6Wt0ew34XXqedDgqarRaipITNYqLbl1Oq1lHSRi3vM+U1sTlkY3krhVTSx2zSUSzXKVXr+FwOdk8EsTsEXnjiW7gC4/yPP/x9+hIZZ0+fJB6LsHvMz56JAL1WFb1ajij2OLRbRacnodJVcs+tB0iVGlSLeWQaI9HcKnaLCZlKS8BpYiVW4Ja9E+hUcqqlIuVSkeGRUeouN/F0gfOXF/C6nKQyNU5cXNgx2lYX51HKpUyPBQnHEhyfW2XfRAOTXsNWIs/cagTn0Bgmo4G+qNlxOna7XaRS6aCPwYB/MAxshgED3hpv5ERau3KGC+fPoZG0cJuUOFVGAqZhhFoJg9TM4naWk+euIDTqaNVK7jkyxfJmhEYujFypoC2xo1NKKOYzrCwvMT0zy22HDxIKR4lEY6yuR2hKdRzZdytKvY1arU6+VMHyveDQ9f1W1jZoSrVEo1EqlQp+hxrT9zKcpVIpfv8QOp0ej+0q3Z6M2++8C4fThdvt5vkXTzEecGHUqrk8P4+s3+ef/+xD5EsVzl2+SiiaotXqIJcUuPfwHvrtGiadEiRSGs02zYUtYrkKx89chl4Hh1HFpM9OryfituqxmbRMB5yshNPIFCryxRKb0TR33HqIzcgWwx4rPbmW/88v/iSHZkeYHBvG7bDwd48d5/T8BrVun4trSVqiyC0zQVxmPRvhOIVqgyGfj3SmSDxZYCLo4cHb9rAdibG5NE8iXcCpl3Fk2o/bZmR2xMviVoLF7RzffHaOvbunuf2Im1YX4pkCLZmBTKVFOl+iKPT5+6dPUhdaGK0u6oLAl79znOHhAPn6Culkgni2hEwmx6oSOXvqBB2pCqvDjcM/9o7JJQ4Y8KNkYDP8w+KN5Fbhxr4t73W+X0JHJBL5gYGhV87nbqsBCQ02ry5x6vknMDr8PPChD98g7ffqvtTXqZTztMtpLi+u0KmVGPXZmR0bYsjjRCGXUqh3aZSypFKpa1XHEslOQrBUoeTEhXl0Sil+hwmlx4ROraBYqfCNx49Tb/d56I69SFUa5rdSFOtdFMU6BrWCMZ+N3aNOel0RqaRPp9sD+mxG0qSLVTZjOaz+Cf7qa99GyEUY99tRKCXEUgWCwSHsJiNqBagNDor5PBqNlnK1js9pZ31tjW6rwa6JIMVYFZNOdq3S16zG57SRq9TJFsq4jEpEJOwfd2PUyEmHl3GN+7nllt2oaCOTK7hn/yhzKxH8DiM6pZQxjwWTVsVWMk9D6NARRZa3krjMeoY9ZoRWh0ypjlohR62UY9CpMOvVRNJlChUBh1lHvSEw5ndit9n5w1/7xyikEj7/jWdxmfWY9Wok/R6FShW3VY+k16LbbfPw8RX0Og12i550scrcaoSVcAa3SUtXFCmWasjo8+LcCnqdlrYoIeD1ML8eodHq0EWOzW6n2RYJJXIUBLBae5y6EmJ4bAqnx8fMwdsZHR3deS6Tr0rc7na71KsVxkYcO8+P1WxAr1WjVCoQ6jVi75P3b8CPH+96GvWePXuYm5vjU5/6FM8++yz9fp9Wq8XDDz/Mww8//AOPdzgc/Jt/829u2NZqtVhfX0cikbwnDRu9Xr/z+ftJ072SV+73/YJIKpUKlUr11gc34H3Dq/X99Xod0VydF84tYnW6kEXCFLIpNAop991zF2MjQVKFNOfOntmRrXsl1yW+glYFe50TTAWcOO1W0tkCT56+SjhdZiMSp9GRcMu+3djsDuoNAYfdhkarp1CtMxV00u3LODgToNrssR5JsxbNI5ErkPZFhhwmRhwGLHo14WSGRB60Zif7DxzitsMHkcvlXL48R3x788bGxN0uoXCU4yfOkK93UahUqLouhvweZNKXMzuVag3x7QRas5uJyUlWN7d58vkTLG+EabTbZIp1Ak4TKoWcPj32j3vYNzmExahnK1lAlCoxWiwokg1Kgsif/+23yGdT1GtVDGoFWo0Ki9aATiayWaihEGW8MLeKWa9DpVLidvUpl0tMBN2cuLzG5naUew+MoFPbCTiMvHQly1aySCRdpi60iJfW+eTHHcQyBTQoiSRVoJfRy0QwWuyo9Wb6YodzS2FWthMEnWa8NgPRZI58pUGlIXBsdwCv08LyVpo//frz6DUK7CYDpVqTdLGGw2xgzGvl0e8+RbHWQamQcseBaartFtVGB5mkj0QCPSSkSw0K1QLjAS/Njkip0aIr09DowmggSL5cQ9mr47EaaHdEtlMF9GolfoeBqYATqUzK86thnr+4gd9l4f/5bBC9To+jX8MmKSNvdhDbAnWhRSmbpKQ2sxbqUapea7I9FvAwOz3F0naKC3PbHD5ylFuPHeTUuQuE0yl0BhNulx2b1UKuVEcqV+F3O1Er5USiMVq9LOHtLdqtFnKlks1QnHiphXtk1w2SRRqdnnymR6vd5v7bD3P+4iVi+TrRXI1ktoTK5MJkdxNJF9l9y8sZQIPKowH/0BjYDAMGvDXeyIk0XKnyF3/7DcwGLT6dg9mJYdRqFQtXr+K2GtBodfz9SwuMjwxx1y2TeB1mukIFtc7A9Ngwz59fwmgwoNNpycQjmC1WfF4fk2MjuBx2Wn05k/tu3UlsuHTmRapNEb/bTiQaoZhO0BJqlHMppCot3/ybL7IdzzBqGqHRENBqryWySaVSNBotOoMej+LauiQWDrG0uMCJU+eYDVrRKRU8e36Z2TE/Z4Us/T6oJV18Dgv5ioDDICcUjnB03zQzU5NUKmWSiRgWo4pMXqQt6bEWyzB8cJRcuYbHqseoU1FtNDHqlMhlEo5fWufkQph+Hz7xoTuR9wUiiTQzs7OMeMyM+6y4HXYAtGol+yaDGAwaVEo5UvrI5CqS+TLFcp1uX4LHJXLiwlU0Og1lh41KrUGn1WQ2YEEh6XJwcoiJoA+7SYtKqaDT7dIR+1RENT2liWwDNH0ZvuExDqvN6OxDFDt9mgoLokmJythDazRg0+kJzMiJRcMsL6zg9/q494EDeO1mioUchXyeK+sx/NP+17W5Bwx4PzKwGf5h8WpVk1dyXQL8vc4bJXQsz53kqScfJ+A0E3BZb0j0SCUTN/wuX5/Pb903zeLqOo1SjsMzPpTyIJeWNjj7whPkspmdY673pdbrtcQTcbKZNO2mQCoaxqxXMT9/lQ8e201O3qNcvSZrqlapkAvijiStRK7BOzRMLFtiqFQimkizFdrgodt2YVBLKVVEbj20l0qlxpWlDbaSJUa9VqanJjh07F6KHRXtcpKfvO8oz77Yxajsky7USKTzxHMVhpxmgh4rlaqA2OthMaiZW1hDJ++h1ou4bAb2zU5gMxsIJ7L4nWaKQo+a0GBqcpK1pQUqpXkUPYFDe0YxmKxcunwFh1mPWiWnUCijVijQqJQoERl2W5gPF9gzuwu6baZ8JsRuh0SuTLNRJZMtYtYp8dr1VOsNqnWBcb8Dp9UEEim1Zod0tsgz59fIWvWYDWokEikBt5VOp0u328VnMRJK5PnbZy6TLdX5f37pIdQKOdlSFalCTa0mUC5X8NkMjPodjHqtuCx6QvE8q+EMcpmUTqdLtdGiJ5EzH0pTrwlsJbJMB5zcsTcI/T6JXIVMuU4il6LTg9EhNxajAY/DyOSYD5d/HLfTRqdWoFUrc3Z+lUpLhs0zhM3pxuIZ2fE5vLr6vd/vk81micVidHu85v1TKq+pVL1f3r8BP568Jyxam83GU089xZe+9CX+63/9r2xubtLv95FIJDs9NK4jkUiAay+gw+Hg0UcfxWw237DP008/fa05u0TC7t27ea/xSm3LVCp1U8fE4/Gdz8Fg8G0f04D3H6/R948WMXin2OffRTwa4cLCAvtmJjk8NcFocAi5XE65UuXExYXX1Ti+LvFl1avwmo30en3EbhePw8qB6RG6/RhtlMQ34wSHh3cqn6ZG/EzPTHHy1BnmVq+SyFZ44ZyVeqdHsihQ68rZP+yi1W4jQ+SuAxOolDIUsh4KhYLA+Bibq0uEtsLYLEYEQSCXzmLpXAsOdbtdTp2fIxMPo5V12HN4F5lckcuX5zFoVRw8eJBsNks2kya0ucmLZy8xNTXD2bOnaZey3LUngNhtUyjVqLeuyZj4XRaePL3CRjxHqwdyqYxuT2RmaoLR4SHEvoz57W2cY8Ok4hE0CuhKtdi9dg4f3EssXWKpVqQvV9Dvwe4xL267hXK1zuZmjlPnLrERTSMIbUq1NtupEk6LiWN7xzg03aJSbyH2+ixH89RzEbZCmxjUU/T0CkzyHnKFApN7hNvvMPHUU9/FZ9czM+ymXKlyYTlMtlTDbdFzeCZAu9tHENoEXCby5Rp6tZJev8fVjTgVoYvVakUrdJAhopL3UUh7+JxWZqfGyWWS6JRy9Do1G+Ekp+c3kcjkOBw2CqEkXZmGD37oXpYTNTQaJefmF3Aa5LTbXfLlBq1WC5dFS7UhoJDL+J8Pn2QhdO03LRTP8eXHT3L7/kkOzI7S6XbZim3x4P13YjAYOHH2IpuRBC6TCosKWk2B81fXmF+PEko3UOotrEYLrMZewuUdYvft+0k8/ghXQ1lcniGGA0M4sxW2ozF8NiOhWBa5vIjVasRqNFAsFknniuwa3cOn/vHP39BXLjA8SnRjkXAiy6HdE0xPT9ColBD7sF3ogtinUBZwGdyD39sBAwYMGPAarjuRXq8fkdOkJppIcve+kZ2gjVqlxGk2o9Qa6R2fRyntky1WWNsMYdIqEZEhNAVk9FBq9Sj1Zh5//jTPnr7M7Owser0BFGosnhECgQAXL15keXGBaCLDVjiCRqXEIG0jl3RoNmoc3DXK5PgY2VyRr8a2OL8Ywut24LKa0Gk1VOt1tsIJQpEk7XaXSjJEv99DKOToCQXadTmSpoR4NMqYTY7OpUKrUZOolWlXW0h7cqZHvSyuRxAaNUKb60QiUbQqGX6LhlbDgFVvp1Kt4rYZoddDJZdg0CqxGjSE00W+cXyRC6svr29++0+/yk/etY+1aI7FpRVG3CaqpTzTY20CPhftrkg6X0YphyMzQ+RrIjWhwlTQi0Ff5uJyhD/95gtolHLuGnXiMylQ9gQi0QilagOfw8iQ24bX7SRXLNOqNEGqQKXUYFcbkGg07Nm1a0dyxu4f/74BoEajwSPfzrFv9278Pg8SCbhcboKBAAA21zK5dn8QQBowYMB7klermlznlRLg7zVeXXVUKFVoVnJ84qF7sFktL+8nLrB69RLjBx9gZmpqZ/vw6/hCrs/n+WKJSi7NHQendip31Uo58XKbSiayc4xQr6G3/v/Z+/Mgx/Lrvhf8ALjY931H7pmVmbUv3VW9b2yySZHUQovPJuVnWW9m7LAdmvCMPbLDGjvkmHA8j8OWPHq2adGyZEsiJZE0yW6Kzd6ru6prr8qs3Dcgse/7Dlzgzh/FSnaxFzbJJpv0w+cvZODi4neBexPnnvM932Nlc2OdViWP3WxA7zLRrWoJ78cIR1IYnjyDVq1mZ2eHcX+TTreLUqVCr9OyH8nQRIfN4eTNi6/zZ3/6JzTrZU5O+diLJpEkGMqUVOtLiMMBi9NBjBY7434XJq1ArVZBkkCQBlRKRQS5nLY4wKxT07PoEQQ58XwNo1HP1Jifs/ed5sJKBJk05OjiIYIuM0GPg0m3Ea0A+/EUjWabcq2H3u04sNH95te/zrxPS73d5/Wbl9lP5gm5LKhUApvRLHupIgatBoVCxs52EZmgYSLoY3llFV/ATK1SYz+WYC7kpiLIUSvlKBWQLTbQzAlodVpEcYAMWN1NotcqkcllNNs9UoUaJp2WhQkv+UoNBkNevL7Df372KoPhnfzwF5+9yr/49SdZiWQp1HuUam38Nh2zYx7USiVeu5lipY7NpEWSJHRqJXK5nPkxN8hkqBWwla8AEgsTThYnPEjSkFNzAertHte3kyTyDUDO6l6SkNvK7OQE04ePYbI4iMZipNNpBmqRoULJyQefZGJq5qDzeHt7+54uOK8/iFwuP2gO0OoNhFMZxkM/P9ffiBHwM1JEgjvFob/5N/8mn/vc5/jyl7/Ml770Jc6fP0+z2bxnO0mSMJvNfP7zn+e3f/u3cblcb9vXF77whYPHjz322E966T80c2/5Idvf339fr4lGowePv9+GbMT/fHQ6Hc6fP8/K0nVatSo6k5kjx0/z6KOP3pMMfzd//5deeJ6T0+63eRybTcZ39DgWRZHdnW3ykV2S8h4TPgduhwlxMMCo1yAIMlqdNpV2E0FrRKXR4PF4qJRLbEUSGHUaNEYrjU4CQRDoocBkd1Jo5dFKbQwagXS+yoTHRLs/YChTYDSacHRFqpUqqqFEq9Hh8IlJytUGe9ubrOxlmZ2dpVqrs7u5ysyYD9f8IQ7NLyANJZRKgfMXr7C2uYPDqEaQy6g2mshkcq68+TqyYZ+/8fRpavU6+8kccxMeZvwOrq7vM5RkiEMJq1FL0G5ifsJDqljl9uYea5Esx6cC9LttxHaFR49P8uDxORrtLjc3o6TSOR67/yQ3llYplHN86uHHUShAkgY4bUb0ShnpbA6nSYtnzMmEx4zTrL3zvFGD2Wil3hZZ288xPR7i1LFFklURBC2BYIiBBLVqFamUp1iuIkpynFYzY24zs/cv8MrVdTQCIA2ZDLj4q4trbCfyPHh4AoNOTbXeQVBpmRnzkitV6Xb72E1qTs0FyNe65Eo1PGY1h0J2MnolGzsRUpUO5daQVneAzaRCkElISBSLJf74S19FaXbTKBRxGFTctxDAZjLy8vVNzAYN7Z5Io93jH/2Hb9Fo9w7OqbNHJjk26UIxaOG16mm02tQMSkr5LOu7+7hNamwGFWNuCwatcMc+ptjk+UvrqA1GPv3UA5y9//6DQMqg1/H0xz5OJrxKpTNkdXOXZq1CrFig6DCj1wg47HZqLZFGt0GuIfHUU08iqHXEYrF7zvdQKMQVg4PnL77G1ZtLuGwWmgMF2XKLelfEGxhnav4oZ86cGSkuR4wYMWLE23gvGyCr1crq+hZ63ffsq5UqFY1WizeuryGTRHwWDcfnJ9nZHpDMFshUu4QmJvEFQ2zd2MbrsHHm6Cz5Uh1J7LAXreCZWODRY8d5/vlvU84lMRu0TAacpFMJlpdv0O20OLUwxac/8hDjY3eSFZMhH81Gnecv3KTSVaAVBfLZCtlcnlwmQ63eRCkoWFpZR+x1mBlz88zDx3nhjZsMB33GPFamfQ4CNj2DoYTcZcXpFHhzLU4qncegVSK26+Q7TXTKITatQLsh4jSp8dqNeCx60oUaeq2SaZ2dYqXJta0kv/sXFyjVv2fVfSjk5NETM2SKNbSKIdlUjCOBBTrdDhcuX0ep1pGtdoimC1h14BvzMztuoVSpkcqVuLERY3UvhaCQ8fd+5THGvVbqrR5dqUfQYaTd7gDyO3a7Lht+lw2ASCJNHxXxukRLrmf1LZYzoVDoHS2SJiYmKBQKpNNpmvUGA3mfze0dlLIhxWyKsVCQybHgz5Ud1IgRI/7Px/e7mphNxrfNbflZ4p26jq7mwnRaBda2dg5cTQDK5TILEx667Xtzie+UC7n7e74bjtyZg2z6XgeIXqdF3ejf8xqt3kA4EsGiGrAwPXYgFlHIIZPN0et2iUQTPPbAKbKFIq9eW0fBkMDYOBuRTTZTddQmJ/3mLkFdj+CRIJt7MgSFxK3NOCaTEaNeT72Z49EHz3HM4eTV61tICg1+t4N4Jkcuk8BnkLEdjtHri8hkUChUCTgM+F1WDEYTj52aI5opozZZcLlcpKpp9HodlUabo1o5Fr0KAJ/bwa21HepDNR87HbgjVD5zki/9xVdJldr0d7Msb0WZdOg4OuXBYzexsZ/l6kaCvUQBtUpBo91nLOglEk2QL9bo1MoIMpFuT6TZ0iMhMRwOkckUVJsdugMoV1vI5RIGrQqP3USqUAOZjHSpQcjbRatW0Wx32Y7m+cO/usZ2vHDwvYRcFv72x0/RHw6pNTsolWrkDFApZBQqLeKtHnNBOzKZDLdFh1IhpycOGA4lzi6G2IzlcBg1OEwa+qKSMaeZeLZMo91jKEl0+n0K5QbNZhuTSo1GJYBcgclqx+v1HXSID4YDrt1Y4rVr67SbDd688DoX3jhPIZNi0G2yMDPBwtwM2UKJa2++hlJnwWw2UymXkEkDcvkCf/7sS5w6PIPdavmZvv5GjLjLz0wR6S4KhYLPfe5zfO5zn2MwGLC9vU00GqXZbKLT6QgEAiwuLr7nTIrPf/7zzM/Pc+vWLX7pl37pp7j698fs7CwKhYLBYMDy8jKDweAHDlu9fv36weNjx479pJc44kOk0+nwxT/4T7QyYRYmPLjnJskWSiy//i12tjf43/4vf+eeQtI78cN4HN8NyJrFNHYtuE1a1FKbSLROpqDn9MIEqXyNdh90FienjxwiXagx1WhxaH6BTCbD9Zu3qDfbnLvvJPNHT7O4uMiVG8vYr19ib2eHSZ+Djb0onY6SdLaAyWig3urQ6UsMB21OHpknnKkyHvDisrUpVw+jChdYjRZJxaNMeRzMHj6Ox+NBIVcgDkXGggG+88rrLN1e5/SJRYLBEJNTs8yOeVlbuU0skSKWq9FqNZkb8zLms9Pt9bFbjLy+HGXMY+PkrAdkCpxWA267mXG/h29d3uQbr11BpzOgk/c5MhVgbsKLQibHYtTw2tI+uVIZtVKORiGRzmZRyGQkc0oazSadXp+FCT/FWp1jsz46nQ5em46VvTSiUc9kwEmpXmQ/U+bxJ55CY/WwMNdkL5rk0tUbKGV9hGEHjSBnN5rEplchqA3k6yK25pBys8fjJyYZDkQS2RJ6rRKn1kC+2iBfrtPqDvj1v/4kRrWMa0trvHFrG7VCQi6HZl+OzmDEpNfRrleYDPgwquVcW9tHY1Wz+JETxIsNqo0umUIZtUaDUqPBY9FwfSvOQDdEHIDdakSlUjEcwh/91XVubn9PSeyw6Pm/f/YxVEoVzXYbv9OCRa8il88T8LpYmArw6p9+i3GvBZfVyMxkiGq1xqDVweWwMem1ICoNPPzgWfw+P/A91ZjS5Mbu8iJIPfZ3EtjMZmStAcvhDBNuE2NBH9linfpwwKn7z/HAmZOsbe7cc6MgiiJXr1zGpBpy9v7TJBJJIsUqjU4LvcXBE4/ez6FDh5icnESpVP64l/OIESNGjHgXfphB1j9r63ovGyClWku9J5HJFXE578RiJrOF1y9cIpsvsDAVwGQ04nHY6LV9KBQyWgMlOr2J/dQ+YrfDI6fnKZUr1ESB48dPUq3VeeXyEs899xz9VoUJv5tUMkm3XmDCKkc962ZpM4JNLyB83y3F/OwUS9sxljf28HkfQhIkatUa67tRbFYT9y1M0GpUQTVgP5YmnCywsZ9hOBjy5JlZctUG+pyARq1Gr9ejV2mg3+GVK1vMT/ioVip0u11mgk7aDUjlK4z5bJSqLaaDThLZCha9mnC6xEvX9/irS5vc9ZlQKwX+14+d5FefPI6g1vHtN9dQqrXkCmVyxRKz43764oAXr6zTlRvoD2RUam0sVhsyJNw2E3KZHIVcRrvVxaBTYTHeEbjkSjWqrS7tTheNICdfa5Cv6KjWW5iNOjq9PuVak+4QOpKKT/3SX7snVnhni6Q3Wbl9m+B3u42KpRLqQY2zRyZxWo1U602211fJ5PLodbqRHc2IESN+Znmbq8n3zW35WeuifCcb2VwqinXGy1Y0SzgaP7DCb7dbeB02ep322/bz/bmQu7/n7XYLs9txz7bNVhuVRnvPa0Ljkzz3F6/z2LEx2u0WqVSCXC5POl/i8souzU6bb71yiaDPjcdhJV+sUu4MaKVq7KcqOIIzlJJh/EYRj8mIWWdH7A9wmZToNCpkCiWCoKTRVFGtVVGodQR8Xkq1Bn/0le+Qy6UI76d46PgUw6ENuVLLcCiSLdcJuUwIShUGnZZCvc9AY6fTHyJDQq/XIigEbFol67tRatUKZqOebLHGG8sR3KEZwpEIuztblMtlcsUKE+4ADoses1aO1aTFbTPituppdawo5HJK9RbRdAm5vMPhCQ9ip8qt9V0MKonHT0wSdJnRqxSkej32G20kcYhJr+bGRhTp0BC3Rc9OokinP2R+ys+k387Xzi+TytfodHos7ST52uur353zBDIZPH5yimMTHiqNNia9Bo1KiduiBbT47EYyxSq5YplvvnGbx45PgCRRrrdI5Ws4LHr8ThONdpu9RAmVIKfT67OfraLXKgk4LSCDRqtDtd5hL1mkJ8lI5iq0Oj3OPWrB6bwzx2gwHLC2usrNq5fIp0rU8knkwy5GnRqr2cDhozMUai1WdyL4vV4m/G4uXFvCbDRwanEaj9NOqWrl9sYeF5Z2GR8LYTCZf2avvxEj7vIzfWYqFArm5+eZn5//wRu/hc9+9rN89rOf/Qmt6sdHo9Fw7tw5Lly4QL1e5/r169x///3v+ZpXX30VuONh/swzz/w0ljniQ+L8+fO0MmE+98lH8b4lkDmRLfCnz57n/PnzfPSjHwXePdGh0mjft8dxOBymktlndsxDOVnHolfhdxhRq5VcXI6wuZ+m0gWd2Y7G4uHsgw9RyOfuUS3linVcThfHT5zg0PwCe5EYtUKWX3j8fr5SK7MRSVKstbDoBbQqBd2+iCCo6Q5AkA1J5wp0ezIi0QTFagNPYIzHfROU+xrsVgvzwTvt6Su3l2k1G6ztRKmWi/SaZUIuI26LHoXYppRNcmQmQNFuxm/X0+oNUMhEZsc8OKx6qvUOs0GJF69tMzvnwWrU0eqKTAbc1Ftt+oMBHqPAK/Esn34iAIMu6VyeWMpMyOfGaTXjMmu5dH2JdqPChM/BiSML5PN5csUKrT7Mzc7gMBtY2Y0yFfIRTWZZCefo9kTi2RLD4ZDlcB7B7MVgcTCUJNwOK29cXUElVnn85DROs5Vmu0s0KqJS6bGbBAYyFbVWj2qjyfLWPk6LgZ1EkVy1y6LFyJFpP4Vqk3SphdWoodduIUfCpFXhshnIV5p4bAbW9hIkkymqzSZjdZF2p8uN1R3mQw76agXD4QCLXsXDx0+j1erYTFbYzhb4hUdOEN7b49JqhFylya3tJN+6uEr5LUric0cm+fzHTmHS6yk1eyiVSvQGE3qdlny5TkhvRK/VMOh3MVkMmC0WGu0ugiBgs9lI5CqEPFYi5QEej+dgv3dVY7m2iNU7wZXXnsekkCMOh8jlMnbiRQYyBXZfn1YPtBYzDpuN1y5cIh5PkKn1DxKAd29AHj59lGanR2jsjsqn3e6wF0vh9/vv6RYdMWLEiBEfPO+WpH+neQU/rfWEw2H293a4vXSTfrt+oCBttlr3rAtgIMn49isX2NrexmazEQoGmBwL0my16QwFJudP8MKlFdrdPm6XjXK1weX1ffxWLTqNlmShxnYkdqdDRlDjt5sJRxOs7sRYmAmiFBQUqw18E3MMBkOqjTZIQ9bXVnCYtaRjEfq1DPctjHN4dgw1IrvhGAz6dOoVSkU9MrmMWrVCLJ5Ep1VTHmrItRXcuLbOsF1HIQj8+qceZHbcz+Uby1RKRSzGPre2k9gtRgSZHL/TTiSd59WbYRYnfSCrs7WfYXk3yU4ij1qQMxOwI/b7FEoVUoUacrkMo0FNvy/x2PFJvvTSLa5sxLmyESdX/p4qfNJr43//u8/csU8eSugVMsY8FsLpKkGfm+1EiZ1EEaNBx8x4kGihSbYjYrS5UOjMxJMJ9CoFWq2OmYCC5a19DDoNt3bSqOSgVgmoVEr0GiWxXo+13RRup4tvXbyNUi5Ra7RIFaqkqyIzpx8j9N3CELxLsrJYodkbsr2foKDTAWDSKphxuFicCh6o0cf9DV66tEypK/D4M7/4UzqDR4wYMeKH591cTX4WeScbWZVGi0IuEnCb75mnrNXqyBYy+Men3raf78+F3LX1kyTZwQwjgFarffA7XCjVDl4zOTlJV1LxyqVbTHpM9Ho9GvUatUabkMvKTNDHqze3+c9/+SL3nTjM+MQsExoN6UKNc7OnuHHjOrJ2ntm5SQxqBbVaDbVcpNODmaCbSquLUhCY8oe4tZ0kVmijMdnRKwa4rToGTSU9p5FErozbaWc65KHe6tKoVsiUW6SKWbyBENWhDo1GSa3RotHqoVOrGBsLUsmlQaFiLVagWN5jeTNCV2lBlAl87VsvoVLKMeh0dLtdbt7eQNFv4TTr6A8kmu0+4VSJvWQRnUaFUpCzmywy7nNwdjHExaUwc34znV6f9f0cU347k347TquBa5c3kSQ5ixNObu9lkJDR6vRAruC+w9M4TBourOzjMBvpdbt8/Y11suXGwfdhM2n5f/+vT3LfQohYtkI8V+HyWgyLSYPLoieWrXA7nMZp0WMza7m0GieSLtHq9NFpVPgcJmb8dmqtLrNBB+IQpIHEizd2iGYr/K1nTqIUFPT6A3xzQTYiadYiOca8To7OjbGyl6FayLCzvcWh+QVSyRRLN69QqZSZCjowKOHYTICdcJxOr4/baUOmFtnaT6FS3xGAGwWRwxMuzp660xQwToCpsRAXbqwye/TEz8V1OGLEz3QR6X9mPv3pT3PhwgUA/vAP//A9i0g7Ozu8+eabADz88MMH1e8R/3OysnSdhQkPLoeVVDpLvlCk2+uiVqnxWrUs37zGRz/60fdMwNR6cjqK/vvyWI3th9HIRUwmFS7DLJlknK1EAYtWRa/f5cvPvY7e4sAzPofN6iYejdBuNqjUexQbBSymNsWmyJEzi0zPzLIXifHNv3oBrayLIHXZjGag3+SBo1PIkHCadRTrLSS5SKVSw+H2sZepY3e6qYkCvok5PB4P8USaVLSIWqNleXmZoEOP3Wyg0qqxvbaE16IlYFYwO+7DZddyeyfKyuYesXCQXreHRa9CqzfRavfZjmXodK3Umi1S+Qq9nojDrKfVuRMIcXUduQz6wyFyQKdV8cT9R+4cZ7nM1m4MvVbLUJJQCwKVYgaFXIFMJkM26OH3OBkPBblw7RYMRFRqNTaLlf5QzhMPnCKayvOdi7fY3k+RKbVQWX0cP34U4bty4UqlglKs8dCJGQIeG1ajHq1Wi1KtI5rOYzZoSKQL5OQiQZeFVruFYDPitBrIV1v0hxI2i4l8pY1CIefFV95ALod8sYIgKEgVG3T7IidmrYScBl69vkGvL5HI5NmMZpCQsJn1SJKE1aDBbNAiKGRoFBKKYY9SPo923MqxWT/JbBG1IOfPXrjO8LuexFq1ks9/7Ay//NFHaDSb7CbyqJUCA0nGdiKHXq/DbDYzHA7pdnsMpSGZUo1HHzyLIIdwLInOoKLZG6DRGXEqlCjk90qpzSYj8XKRRx5/km9+/Wu0pDqTGgfTQS9aQcFgKOKwWxnzuvnOpWXC2xsE3GZUXhN6Xe8gAdhuNQk4LdRaHQrl2sH+nXYLGgEqpQIjRowYMeKD4d3ELqIovi1JD+88r+An8f5vVXm+NZ5S0WPaLsdtH6dQa5PKZnngzEnGQ20u3Fhle3ubQj5Ht5JmdsyDYtCmW8lwJb7PxSsa7C4vVu8E/7dPfIZvfP1/8NryCkZtAqvFgtZow2o3M5QpiCbSfOXFq0yP+TAZ9Owl9ljbz1JtSUjDPuH9OG1RjuzqBv3BALlCRbXeotVqMOOcwGAZYPH76PR7hONZ5qbHuLy8SaFUYSj2Ce/tYDXpEeQyhsMBRo2Saq2DRqdnfmGRZj7KtMeIUlCQyBTYCqdIZbKolXIGA5F6u8eY24bRoOPs4gRvruxycSWCQavEZtCzMOHm5FwAZDI2ImkqjRZeq5GQxwIyyJUaHJ32oteqmPBZ+YPnrtHpiQDIZTIeOTbO3/rYKQJO053kV7uLJJNjNemIL4X5xCPjTAXdOJ0OyuUKqztxVvYLaE0WTHY3E+PjBP1eStkk/U6LYqlOT5SQyxSI4gCDXolRr6ZYabK+n2F9P0sqX+LFyyvYzAaMGgGTXoNab2R+cZGQ18rVK5ffNjj9rQWkeKaAWq3GatBRrZQxm02cOTqLWj5kfTd6Zy6GTkuz1abbadMemkZ2NCNGjBjxAfFOTit3ZzTrtRra7e8JaK1WK6/cWmJy/ug9279TLuSurd/G0lUyySh6jQqFXE6x2kBncaLV6UlsxQ5eIwgCbq+fYjhHoS6SyWQ5OhvioftC+J1Wrq9u4w5Nkm9K9DQOCh0BrULD5OIs+/v7bC1fZc6np9luo1Ro6fb6PHBsis39NNc3owwliXZvQKvVIZ6r0UTL2eMLHD01h9ckY86jptcfsh7OcGN1h2yxzHAwQBzKSOfyTAQD+EN3OnDEoRyZQiCRStOSNLx+4RLFUpFef4Db5UQhU+B1u1lYmEMnF2k19STSeZRKJSefOcd2ZJ8bGxFCTiMWo46Xrm+jUirQqZUMBkO2YnlylSYOi5H1cJrbOzEcFh2xTJdMqUVHHBDJVHCa9RwZ95AqNUgV22zs5+kN5JxaGGfMbaHX6/LK9RiVRoezh8f5//3F+XsKSHMhB3/9iaNo1QK7iQLlWgtxMCBXaSAOJNKlGp1+H7lMxum5ANVmm61onr44xGM3YjNqCbitNDo9zIY7BZ1Jr41ipYlBq8KkV7OXLKFQyHBbjOwk8kSzVQ5NBVg4NMdkyI2o3GEvlqErDqm3ety+vUwsss+D951GLge3UcnRuQkkscdePMOtzSgT4+NYjFoqlQomnZrFMRda5b2OWu82bmLEiJ9VfqaKSMvLy2xsbNy5yEwm7HY7R44cwefzfdhL+8D5tV/7Nf75P//ntFot/uiP/oh/8A/+AYcPH37Hbf/RP/pHB4//8T/+xz+tJY74kGjVqjhmxtnc2aNVq+Cw6NFZTLTaHeTDLnvbiYOkyLslYF6/dpt6XzjoFtLrdKxv7bC+E0GpNaIy3AnAJicnaTcbyLttnE4boYCXlMvF1s4e4WSKeKFDrjlgbipEcGoek2qIWzvA7HZRrWnveLY63Jw6Y0Cp6nHlxjK1QhaPUcZcMEgqV0avlAj4fQTcTiKJNOv7WYw6NZVWi3i2TKLU5PiZc3zyk7+AWvW9+TN3VUIDScZeeJ+zi4/idtr4+ndexWtW84kH5rm2uodVp6JWyODRDqjZdehkfSaDNt5c3iFTjvDIiSlK1QZjThPScMhWNE+n1yeWKWM2aBn3OzDp1ZRrLZrtHrWuiMNiYij2GffZSdInV6pxY2UTn8dDplikUqvR6YtIMgUaAVSKAfVaEdlAJJZIotQYWJg/RK1V5eZGBI/dRNDjIJIs0hLh7OFZvB4HcoUcm07Fc3sRvA4zQa+HqXE3HuedDjSVRkupUiNXqsOwh9ei4ZHjE7xyeY2rmwnGPDa0Shnb0SxKhRybWc/pGS/NTpc3l/fYjucw6nXMTFqZDrixGLVYjDZ2EzlWI2n8LjuDgYhcLidbqnPfkWlsJj0WvYpkocZQgkazSb3ZpN3pELCbQCHgNOv57FOn+NIL1wl5rJycC+H2eLmyskO7K9KXq2g06mjVAhqtlvO39vA5DHR7fXYTRXZieXQagWarjUKhIDgxTSAQpHn1Fut7S3gCkywt3aTXuWMhYLc72drZYyOcZXl5mcjOGkcmfDgdDsaDfhbnptjb2yGdTHHh6m3CsQRBj4sbMpCQ8+jjj7MwN803XrzA9l6UxQk3Pp8PSdDgsFkJeJ247RaicciM5heMGDFixAfCe4lddmNZHjo+fU/8Ah/szfT77Xa6G0+dOzHP0o3r2PQCVp0craBiNbzFjsPG/Mw0AaeFq5ffxGFU8ciZoxgMOjKZDPlcFm2xyPJOAv+c72C/n/1f/jrb26e4evlNovEouXKLTrPJ6SPT/LVPPEql1iQcTbAVzZDM10jVwKkXMOvUmEx6orEE5VINp92OzaIn2u7R6zepFTMcW/QzPeah2xH5i1euc/HWBsvbccR+l063h91qxO/x0Op0kQQ13aGSJx48RT4Xo1Lv0ahUOD7l5ebqLplMDoWsz6GgjYE4YKPZIpMrsLYbJ5XJ88zZQxi1Grw2A2fnA8TyVTq9LiGXEZlMRqvVYjpgRyXIOTzhIVmoshPPA1BttGh1RM4cCvDG7X1mgw4+enqaR09MYtZriOUqWAx6BEGgWK6zEsnQ6w146PgUap0Rj9sDY0F6ksCNvQL7uRznL1VZvr3K3GQAr93M6uY2+/EUlXqLaLrIR85M0egoWNkLU6jUUcjlTPvsLI65SRYblJpdzH43zzz1OIuLR/D5fVQqNb767deIhMPYLCZWbi9z/9EZRFFEEAQcVhO5UoVuT8TjtJGr9xn0uti8doIB78F5UMjVUGm0TM0tYmzJRnY0I0aMGPEB8U42sndnNN+6dYvWQMl+LEG1VieZr6DzTLKbKNDq9KnW6uyF98kUipicASYXxYP/73dt/RxOF99+7pv856++il6lwGw2ozOmkS3tMnP41D2iALlchslowGUzceZQgGOH7nRANdsdOr0+JouOyekghZ6Kp57+2EE8snnzAhMeCx6rBr0S6vU64USGce88Dx+f5tmL61xYimDVq/HY9Dx23yL72TKKYZNrt1aY8ZpoNFp0On0WJ5y023Vuru3S6w8o1tu0+hI9SY4vFEKjNSB269xa2WIrUWLMZSK+W0Ihk2h1+7yxuYHBYOCXP/EUSrFNr9/CqtPw0MfO8u03bmA2a/nkkw+ysRvjpWs7BFwWJv0O3HYTw+4ApSASdNmQJBDlGjLVLpvxIt5GB7lcxqk5P+cWx5GQCKeKxLJldhMFSrUm/SHkam22k1WaooxUOo/JoCbktjDhMfP/+rUn+Xv/5itYDFoWJ1ycWxzDaNByfTOJVq2k2xeZH3NzbMpLo9Oj0xXpdkViuQqJQo3FMSdeu4nVcAaf00zQacZmNuAw67Ho1azv53DZTMSy1YMupXSpTrPdo1BtMZRArVZz+nCAvUyRI0fmefrRc7x6Y5vWQOC1a+tEwnEeXJzmqYdP8/yrb2I2WgAwGfS4TBrizTtFMIfFQKHcpFTI0ho2KFbuxAlOl/tgVMNohuKInyd+JiLb//gf/yP/6l/9K5LJ5Ds+HwgE+NjHPsav//qvc/bs2Xfc5ucNt9vN3//7f59//a//Nb1ej09/+tM8++yzLCwsHGwzGAz4rd/6Lb7xjW8A8Mgjj/Dxj3/8w1ryiJ8SOpOZnXCU2aCDhakAeu335h9t7MYQ5NKBqvb7W7rhTgIm5LaRaysYn5ohsrfD0sU3UUodTh2ZZXJigkajeZBEUWu05BJl9LP+Own9gJdgwAvA8sYu09Ei9aEGm07+rophpcnNjdU1bGqRp84dYz+qxaSWKJSqHJ8N4HFaMZgsTIdkRDNFMtUOfZmcrlyDSqHCZ9FRKBQOZuBUa3WimSIaq4/lm9fIlSr88ddeJOC2srUT5smTkyCT43TYWY+kGHPpOXPIj8OsJ5IpMeaxc2F5l0q1Sr5URSPI+cvXlmh3+sgFJRIyLq7u84uPHOOhk/PIZRBLFRhIA27uZNBqNVxd3uKxExPoNCqGwyEr2zFytR63tpJIMjnPPPEwOp2Glb00AacZrVpJoVTh2nqEh+8/hdPl4vpShpW1TXKFCoVqg1pniFqjRVJeRaNZRRoOaXU6RLNlTi5MIw76aNTfK6R5nFYcThuvXN/AYRAolytE5DLUahVGvYG9VIFOd8hmskK50eGXHzmCRi0wREarJxJw27DoNSB2CXos6PQ6NvfT9PrDO63oqSoBp55Bf0CnJ6IW5DSabawGNQ6TnrVohkypjlatvKOI6ku0+qAzWfl//vovEvC4WNqJUxfl1LrQqFbQqgWsdiNOT5B+u8GMz4JGKSeRyZIs1Lm1k2YnXcZhNvLN15e5//hhggYlK1thVsMpbu8lGR8bxySI6F0m6o0Gr778bVa2E5jtLobNEo8tuJEGPfa21shlMvgDAUw2Oy9euMXG7j4PHp9mccpOo90jmqvx/Hde4GvPPo9OIaEW5FjVDhw6if1MBqV8yPH5SWQy2dvsDUaMGDFixI/Oe4ld1lZuU6253/F1H9TN9Hu9/1u7nWL7YbwOE+lknFwywuEJNy6Ljk63i1He49Kly8xOTWA2GUnFr3H80TMH+/P7/Aexi929QaEn3VM4KORzOIwqjj96hnjcxdbt6/TbDQrlGudOHubcqSOkswV+94++zsnFCT7+xDkiW6uIrQrnFscZ9zm4tZ1AJoPpI15SZSPXVvZIOA343RZWd9NEYikMGoFPPrjAbjzPVjiBXJBjiWSwmI00ukPkagPB8Sl6rQ4b62H2tlbYXldTLZdwmzU8c26BSr1Jt9vlUNCOXiOwHs1TrNb5xoUVdGo1M0E7u8kChWoTmQwYDvE6TVj0IUr1DnIZJAtV2p0e7V6f15cjCHI5DpOO+xeDzAYdPHl6mnKtRSJXxTKlxWzQ0RtINNo98rUWSzspFqaCKAUlOp0egFK1zvpeHJ2ih1sPDx0dQ6tWsRFJ8fKlJTx2E+N+N0gir93a4dUbu/jsRnRqJUbtnZiqWGthM+k5PuNBUOup9eQMUODz+xBFkfMX3yS3v4FarcZxeBG7ZsjO5iqCoDgY1j7h9zAYDonsR9EZ7nz/1VqdcXngnvMAYHl1A71C9WOfwyNGjBjxYfGzNrfwru3ceO17TisKuQKvP8i1tQgqjZnV7851mj/5IB8NhQiHw7zw7W/RrWYZ97s4snAOlUZDeO06hXzuQPRx19Yvd/oMEYMSnWKASpDTE4e0BgrksnvXYjEZafXdvHLpEpNuA6vbEZDJ0Kg12J0OtLp75yjdjUeOzQTQKHxEwmFkcoH5STfJdJ6tSIpxn4NoKk/QZeKpcyfRGQw0mw0a7R4nDoX4q/PX6FRUOGwmBr02BpUBj1XPmNfO/fMByrUW4XSZvXyXCzd3UauVtJot9hIZDIJEwKFj0uPDYdKwFUkRT6UxCyo2l64S8rtx2kxIvQGJZBrFoMOzL10i4DLz6PEJLHoBtULBYCCyn8pj0KooVBQoFQqypQZKzQCrUYdWq0arFjh9KIg4GNIXRSwGLUGnmb98ZQmFXM7TZ2YRpSHdnkRfpkAmaPF5XejlPRRIqJVyTsz4+b3f/DQPHB7jf7y+gsWgZWHCjctiYNJnZyeep9sT6fZFMoUax6e8HJv2cKLj5/J6jEtrcfrigK14gXZ/gNOiZy2SxW7S0ej0aHdF2v0qWq0Wu9VCszek3emjUqm/a5Eox+910x0qsDu9BAJBVrbCTE+OMz05wep3v9fxoA1BENBoNAdWiCaTkUhURM2AkNtMPNGkVC5SKebQyPo8ePYMRkEkFdmiUi5xaH5hlIMY8XPFh1pE6vV6fPazn+Wb3/wmknTHFkkmk73tcTwe54tf/CJf/OIXuf/++/n3//7fc/r06Q9z6R8Iv/M7v8P58+e5cuUK4XCYo0eP8swzzzA/P0+tVuP5558nGo0C4PP5+PKXv/whr3jET4Mjx0/z/F98kbmA9Z4CUq5QIZarcurowkEw9/0t3Xe5a/11V8XbbxTfswCUq3buGQANUK01SGSrGAxG0qkSgcXxd1UMZ9si7YGMbqdNqVxBJpezHYkRSaQZc9txWAy0ul0Oz44RCniwO1zUWz2evXCbodJAOJGl0LjM+Pg4sViMvXiGbKXN0blJPLoBj3zkLLV6g/OXb5LIlpEkOXabje4ALtxYx2PR0OkPkYB0qcmtnSRqQcGxaR9LOynMBi2Vah2zQYvHbUZCQbXVJZKtcns3hcmg4fZWjGKthVKpYMpnwe20cWs3i8uio9Lsspeusppsspss8tSZeZw2E0gDCr0+19b3UatVVDpDyn011zfC5DJJdCqYCvkIhcZIxfcplOsIah0b4SROoxKrUYfN5WN2Zop2q8m1tX1CbhtGg55KtUapXGF1K8LyZhSNIGMrWiDoc3JmcZJf/eQjvHljk0y+QKbaotFp89rtfTKVNnaLAUmmwGbUohQE8pU6mUKZYq3DEDkGnZbTi5OYjEasOgW5Qhmv3cReskC/3yOdLzKUZFxY2acnCXzz1ZtUGm2OzY0xFvARL3YpVavItGaCfpEHTxzi0Qfuo9frkknE6IpDLq/F6YoiTqsft9VIr9PC77QgCCrWEyW6Mg3Fcpk3lnbw5RoMJRmljgyj1QOCilqrg0yhIBLPkEhm77TOyzocmnGxMO5iMBBZ24kj0mV1bQ2d2Uq33+f4jJ+nzh7B43ai1WqJpfJ87dUbdEWJx05OISHR7raQxC6PnZ7l0tIu4Wgct9PxNnuDESNGjBjxo/NeYpdxv4u98D5PPHzuba97t5vpHzah9V7v/9Zup3azgV4jMuhVmQj60OlUWExGwMjcRIfIlQ0ymQzVWh2ZTPa2/b11v28tfr21w6ndarK7WcVq0tNvt3jz6g063T4uh5VEtopcqcJnN2C22sk2BsiqNUJ2FyaDBpNWwa3NGJ947DQut4dwLMuV1V1S2SzJbBG3Wc10wMWxxRmmxyr8ybPn0WvVWC16xkM+TAYdqXyJP/uzP8NmsyBTKJkLOZG3S+isGqYDTvZTBWrNNmfm/HT7Ig6rAZ1aTaJYp9zosLaXQa9RIpPJ8bnsJLJFkMkIOi30BwMqjTQPHhnn0uo+//ufnqcnDjg85eWJ45M8dnKaTLnJdrzAVjSPy6qn2RPZiBYIuS3U2300KiXVRod4rkrA62I1kmV6UkskWWBtL0Gj0eTIpJeOTMeZ00do1SrodFrEXhezyUi93aPeFBH7EsPBEBlDbEYNc0EnPoeJYr3Jsxc2uXQ7wicePo7FaiQW3iUWnePF195gf3uV+TEnAxTo5AN0ei30B2QS+4RdTmanJtDrNG+zQvr+hObd83cUT4wYMeLD4oMo/nzYcwvf6RhcHh/ltsQf/tlXcJk1WK1WlGotnaHA1OKpd1yTIAhMh9w8dOrJt/2f/n7r3HA4TKOY5FNPP0K71SSfy9LrtOkOJPY2l3B5vAeCb5VGy2o0Tr/bplEfYtQoUKrUtLt9MoUKM87APbHM3XhEEtXoZF16gSBLuzskcyWGwMXVCDe2kuyly3z0wVMsHjmKSq3m8o0VSs0+Kxs7DLoN1jNNzhqm0SkVbIQThPNNBIMDBA0Blxq/14krXmYzVaXT6jDps1GpFPCa1Rwdt3P80Dg31sKoBTi7EGQm4EAmg06vQSxWYWbMSyxWJpHKsJ9IYlFL1CoSRo2KTrePXqvCrJAxGAxQyGWUak0EQcGY08heNEGn1QGTGrNBTavTJ5ErU2u22c+U8diMnJwJ8OipWXLlKpX2gAFK/sUfPEs8U+I3P/MgFqOGdKGK3azj6fvnSOfK5Ep1ao0OrU4fp0XHVixHvtJEArr9Pi6rgYePTaBTK+mJA+ZCTl5f2uPVW2EmvDYEhZx0sU63N0CpVOB3WrCbtcgAvU7DWMBDrtbC7XIyHvBSKOSZDARwOSzspsosHpqh3miRyFaZXTh88L36guPEMxGK5RoytZFwJs24v4lWo6HWFml0ZaQSSS7dXKfd6aJSaxElFQG/F5vFjLvVZn03yvbO7ihmGPFzxYdaRPp7f+/v8Y1vfAOZ7HulfZlMhsViod/v02h8zwfzbmHp8uXLnD17lt/5nd/hn/7Tf/pTX/MHiVqt5rnnnuNzn/scL7zwAoPBgOeee47nnnvunu1OnjzJn//5n+P1ej+klY74afLoo4/y7Nf+gpevrlNttHDazORLd6xB9A4f95+5j5107R1buu/yTkHLexWAPBMLvHDp6sEA6Gq9SSJbRaE1MkTAbDK9d9KkXGRiLIRLJ1ETZXSGSnqCidYgT28op93pks2VsRm1mG02LGYTW/tbpHJlZuY8ZDJZvn1xmZkxP1OTIfxeD1Ztngm7knpLg91i4L4Ti1j1ShqNBoV6B41aTbFSx2424nPZqDS6rEezIGiYmhhDNhQBieZAydMPnWTCZ0GvlFNrddHpllArhqhUGpYjebq9PrlSlZDTzH2H7BSbfX71ow8STubZjqZY3tsmXW7y5INnCPob9LoNNldvMxHyMu2zklNKxNJ5NvdidFpD8mIDVU+LNxBgzOFEpVLhseqIx2JUml1sRjWffPIsNpOBG2t71MUeDoOS7XyTr798lfsWcyhkcHN9j7XtGGcX/Mz4rRj0OurtAbvRFJliA6NWgcuiYzHkIOCyMJQpaPeG6HV6LGYT/YHEfYtTvHFzl3ytj9OmxWE2sxnNsjDho9MfIB92UcghX6qgkMupNloUqm3q7TbXN1Ns7mcYDIf85bfPc+TYb2LzjtPtdfFYfaRrEgGbhjNH5zAZtFQrHdQqgUG/SbeeR6ExoTdauLy6i2zY4775o3g8HnyZEvmmhMPh4MXzl5C0NianZlAlEjz18P1YzSZi8QTxYoGtcI7FhTlSiRRaRZ+pkA+1RsBlt9IRJVL5Kua2yNW1MJM+F5NeKx6vF4/TQaZQotTs43Z5UNaadIcKjsyN0xcHrG3uMBgM0Snh/IXL+ELjmFyh0fyCESNGjHgPfpjk1HuJXUKhEC++fonq+0zA/ygJrR8otvluwUerNxCL3Ob0nB+1ykoyHsVl76BRK4mm8+QKJf70z79Cvtql0R3yxhuvU1k8dI8Vyd21v7X4tb+3gzDscuG1V+i3KiB2WJz00u50iSTS/P5/+xoP3H8Gp8vNUOyTyuS4evM2crkCSWtFrtRQbXZRa/UMEKjUm/R7Nbq9HtlSDZk0ZNAXcVmtqFUC5UqDq6u7zI55eOaBRRqdAe2BjGm/g4LTQCqZZj+bxWM3E3C7iTUGlKtNhl4rOp0aM2oKtTZjHhsGrRJxKNHoSbgdduRygYDXxuFJH3K5grW9JEmFjHCmRK8nolEJPH9li9/6T9+m1uoCMO53spOqoF+NcmjMi0yhZCOWx2bSsTDmZidR4PzSPnqdBr/TTKXeRlDrCUzOs5dvk6hsYzYaafdEbHol19b3yZabrGzsoFLfmSOhVog0Gg0Oz88yNTHO//GHX0Il6+G1m3no2AQzAQdGrQYZIIoS/+07t7iwtIvX46Teg43/4wvUqyU++cAi0yEX0VKfYr2NVq2m2u3SKBQ4f+EyKqXy4Nx8a6yQSacOrKPNJuM7bjNixIgRPy0+qOLP++3k/WkdQ7Fc4dtf/zJKhZzxkJ92s0kknqbeFgnNHuHp+8/+WGISURS5dPECqk6OV1+MopB6jPk9BN1u2p0usUiFF57/1sExb2xuUUpH+ZUnT6ATZFhMOuqtHh0RbodTWEp1hoJ4EMvcjUeUgolUZIsTi7O4nDZW13fYy+W5sVvEYTMTGp/h0Pw89VaHbCJLIlfEZlCikovM+O1IQ4lMtkCnL6I12unI9BjVSnZyHUyqAWN+L3vxDUrFChaLlaDXza3b67hMJoJ2A1u7MSqVMmcXg+wndWhVAhq1Er1WxV6ySKNeo9roUq01mA86efTYOLlKgxtbCZRKBX/tiaOEk0U2ojnsJi0zQSfxTIWeKHL6UJDXb+2SKda5uZVgzG2l3uoyGA558/Y+drOeXLXJKzfvWOMV6iK//Z/+kkSuBMCzF9f5h599CORyIokiL6fyqFUCNpOWYq2DUadEp1GxGc2iVCnRa1S0uwO8diO7yQJOsx6jXoNcJkOrUSKTgSCXYzfpqTV6DBigkQS0KiVymZxKs0e7UkGp1ZGp9TE6lNT6MpqSnsu39yiXinh9PrR6A9uxDGaHF7vVwuXYJrPHzuL1B3n+G/u8eGUDs0lHra/g669cQ68RqLRk6O0eXlmKsB0tc2xujEcePEsun+fS0i4BtxmzUU8uX+TCSpTTDz89ihlG/NzwoRWRrl+/zn/5L//loNvoIx/5CP/kn/wTzp07h/q7dk6DwYDNzU0uX77Ml7/8ZV555RUkSWI4HPLbv/3bZLNZfu/3fu/DOoQPBIfDwfPPP89Xv/pV/ut//a/cvn2bXC6Hy+ViYWGBz3/+83z2s59FpRpZIvyfBY1Gwyc++WnSe7eJlNqsxaPo9EYOn3qA+06fYHM7fJC0eT8KyPfTsfTLv/IZvipJ9wyANhjuFJCs3gm05ub7KlhpVT2OHZ4HYDAcYL18jfXbN2m2u6SLDdzuLk6PhpWtMN989TpDQcuxaTca2ogdDxMhD6JMIhGLMu2zEPTYCMfS7EbTeN0ubFYzx+ZCbIaTXFzaJpPPo9YoGQ6HmE06dDo9Tzx2BotOQateYS+exWQyMhXyYDcbaFSK6NQCojjAqNPhtugpVlsYHGY8LhfFQpZorozJbKZYa6AUZAyGEmqNlr/z2XO4XS5eX9qlmO8iUyhY2QxjMxnQaVXsxNKI7ToevZJTR+eRCWpUCjmNRgtkHSacGrQhFzc2Y4z5rGRzBWqVCsKwg9RoMzCY0Kskbq7vkc7k0Ok0FCt1jk4HmB+zoQBsRi0Go55vvrFGJptm8f5FKtU6JoOGuXEvkwEnSztp/B4XNpuZ27sZvnl+mWa7Q7nRZqzVJqtVYzPqOb0Q4urKHiu7SWYCTmSSRNBjI5YtkSnHeOHaHul8+eB79rhcPHz2DA+d/V4X6MVLVwi4DEjSkFI2iVGvYW4iQLlSQbe0TiSbRWlyMjGjJOQyMDUeAqDe7pEsFzh17DCCQnHgF/3s//gKboed8VCA2ak73tJ8+zscHncQDUfwugzY7TaKhRwWYx+7xUyjC2arjctbGVRKJf5AgHqzA4oGq9ESCpmASikgKBS0Oh1MZgs2m412t89+poJMUFNsijx27OyHZs8wYsSIET8P/LDJqfcSu6g0GkzOwPtOwH9/V89dhbBJJbG3dgOH03WPJfQPev+3xi6h8UluXHiJEzNe3C4H5WqV1Z0YmVyOpY0ITqOBRq1IwGqm2pKIxuIcnnCTilQOrEgajdY9sZcoitxeuolDaOA2Cpw6PEGpWCSTy2LS63n89CzN3pBBq8r2WoZaZ4jTKlIvZUmnsghig4zGhkbpZSeSJJ0tcHVpwHA4pFarYzUaEJFjtRixGA04bWaKlRqVZo9Hjk9j1Guot6p0Wl2spnHW9xL0+z1iySxq+ZCKTs7xKTfbMRmtTg+dSkCrEmi02xi0SuRyGb3eAIdFR63dx+2wkqu0SBWqWHRKpv12NCoFhUqTS6sxXl+OsBrJfu+zVyuxWq1YveOcX9llJ1XFatJRbvZ4bTnCtK+GzWLk3Ik5vA4LtUaX/WKHo0dtBMamOHN0lnAkTDyWYGV1nWg0gdOi56nj04z5HWTLTZ67sIrbbuYXHjqGNzjO7KF5jszPUMrG8NqNIEG720OtVCABbpsRpSCn3mpx1KQmoDdTLleoKXTUuiKphgyTzYlSKZDOV3BaTFSVAomKeGCRNPt9scIDDz50UFSNv8s2I0aMGPHT4oMq/rzf4stPgnc6hl6/z6TLgN2kY/bw4j0W+BdurBKLxQ7W81axy5vnX2Eq4ECr1TA5Frzn//JdMcnd2Ca6vcyRoAWTRsa41404HNLrthgLBun0RL766k3C4TAAnWqWh88cJuBx0mo26PX6aBQS0WQOaSBxa32Hh5/6hYNY5m48cnhhlkq5xPZ+ArvZwKPnTqLX61CYfIwfOkYyHmUnUUDQW4lny3Sqeca8dhLJDLlCkWKtic1ioqNQUWkP0agUdPsihUKRzVKJ1Z04h4J2js96yVU6rK6tUSjXYdyOWpCRzuWxGzUIMhkmvYa1SAaXTY9UhP1MmVS+hl57xxHkI6dmsJt0jHutFKstuuKATlfEatQx5bMTcJnpikMKlSY78SK3tWmMOiUem5GZcT/FSp1Ytkyt1UerVbM44cbtMCMOhvyn//Emf/XmOtJ3vwu5XIYEdPpDXDY90XSZrnincKZSKmi27ty3a1TKO/ZxSoEbW0lkkoTXbqTdG9Do9Gn3RPriELlcjk6jItNqotOqsJi06NVKWt0emWKVUrSLXKXl6OIC1VYXuWaAZAqwk28hFwfIlCYyrTKZ9T029/aRC1q0Oh1/2u6iNrsYqi2EQiG8Y3MUM3HqnRpKuUClr2IrW8Pm8jE+foQzT86wfvsWxyZd381vjBOOxg/EsvW+gM7q+Yl39o0Y8UHyoZ2pf/AHf3Dw+POf/zz/7b/9t7dto1AoWFxcZHFxkd/4jd9gbW2Nv/N3/g4XL15EkiR+//d/n8nJSX7zN3/zp7n0DxyZTMZnPvMZPvOZz3zYSxnxM8LU7CEG7crbAsC3FogmJyd/oAJSFEVKlRpXc2FyqShKlRpJJgdpiNjrsp/M0VE5EASBX/nMX+P8eRcrS9fZSxTQmfocOX6a++4/SywWe18Fq81bb6JSbtFtN+l12mjVKvRWN4lEAot7gvVEhf38KtFMmaGg4//xt38Fo0HL5eur2MwGjCpQ0KWlHuKxaCjmM7TqVTLlBs16Bb1aQCmT0ewNeX0lhlwSMWnknL8VxmLWMzUxxYTfydrGFpFEnjeXw4yPBag3WwQ8LrrdNtFoglK1Sb3VR6eUoVJIWCwWvDoD6VyBzb0Uk0EFl1f36YkD1vbSzM+Mc9+RWdb2EiBTcHp+EkGpYGMvjiST0xkqcJgNHJ5wU+goMZt0DAZDHBY9ktilVS3QqyvRKJQkc2XG3WYMwhCPTYPLIGez32UoH3Lq6CF2kyWK9TaZep8jk15OLExgUEkoZBL1ZpN2qUa318WgFbi+ukO93UdQCCxtx5GkIQq5xMWlLXQGPQx7tNptaq0ehUqLZDbPiYVZHj8zRyJdQCYN8XtdpIs1FAo5k2NeXrq+zZ+/eBNxMARABvzSL/0if/fv/l2qlQzLqxsH51o8kydo9aOSDwl53ajVd4rdVosZh8NBstzB7fEi9roY9frvnTf1JlqtDni7Gvz7E35arY5qvclgKCIOJCxmE41Wk1imQK3eoN2HXKlBtlhjbmoCCTm7mTqNcB6x38NuNtLudKgVszhnvdhsNuRyOT6vl75Cj9pgwxhU/cRuhEaMGDHifxZ+2OTUe4ld0oUaT3/sEwiC8L4S8G+dW9Sq5LGbDehdJpqt9j0K4be+7v2KbSYnJ1Gb3bx6ZYVmp4dBp2d1a58by3sEvC6cViNOJD71safo9kT+8CvfYWk7zvyEn92tDVK5Ej1U9xS/wuEw/XYdhVFidsKPz+1E7Pdo1krYjWoyFTCoBQbDIWePH+LWVpxCpYpOOSRo7FOvdqjV61y+mWdlO8mRuQnmJ7zc2tilL4oEvV4iiSzlahePw8q03shQrmIwHKJVCUgoyJdrSCh49cYGe+Eo424znY6P6YADo16NNIRHT8ywGk7hsOoZDIaUa23SxSrFapv1aJ6ZMQ+ZYgatWks82+H2bpqHjoxhMuopVWpcXInyzYvrNNq9g8/3+Iyf6alxgsEQUxMTaJQy4vEkiWIeFBqK9RbjMgXBgB+r1Ua5PSBbH2Cy+znxwCHihRbfPn8Fg7xHrZSllC9gN2o4PuMl5LFwcsaPQqkkHM+BNKDaaBJS3ZlfqVHJ6feHmPRqmp0ujXYPtVJAIZezny6hVQqE3EZ6vT4Dqc6Uz0pb8hAttlGZ+sw4NQhyOZNuPdV6m1pLxpmzD/DU0x97x2vi7hyNUQwxYsSInwU+qOLP++3k/XF5p+7mRCLB4TH7PccQiyeYDrkx6TTkc9mDItJbj2tycpLt7e17ZiBNeUwYlX2211fJ5PLcd+IosWSaWDzB1s4uHbke1csv062kOTY/S6ecYnzKz0TAS7fbI5bOUSrqyRWKDDotvvKl/46gUlPOZzHNLNDs9Gj3hoiDO/MQ9SYzgtjDZRu7pzBwEI80WhyaXyCTyZDPZdmPZNjONDj98Ed48sknCYfDbN56k15fpJ5PMOUxMu4xQb/JejhBqaOggY7uoE+j3WVx3IVy0OByPE+n2yVbKlEqVzg87cduMfDkqaOUKzWK1RbVepNSrYXfYUQhBzkS9XaXraU8IbeFMbcVmUxGq91jOByyk8wjl8twWvQMJQmPzUgiX0WvVaPVqFApBTLlKhq1BrNJh9Nq5NShcRL5KscPTaDRqPgPX34RcdAm5DLT7fVJ5iv83l9cYDueP/hup/x2jkz5MejUfOviGkemvNhMeg5P+lEpZDjNegyH1GzHilSaPTrdPq3ugOmAk+FwSNDnRuz3afXvzFNqd/uUa206okSzN6TRETnsd6CUy2m2WhQbXVx2K+lyh3i5w6999ldodzqsxcrYDQJnjx1ibWuHE3Pj9LotXjp/iU69iEMPC/PjmGwOVq+9wfaWkwcefAiL1Uq304KBiNzYwB6SYzHpkSvudKm/Nb8hCAKzUxMHYtnl1Q0KPdWogDTi54oP7Ww9f/78nQUIAv/u3/279/WaxcVF3njjDf7hP/yH/O7v/i6SJPFbv/VbfOITn2B6evonudwRI36qvJ8CkSAI76mABHjz4gU6tQKdVgHzlJtiPkE6m8NksRL0+6mUCqCD18+fRy6Dfi3LU/cfecv7Zbl65TL33X+WTDrF+avL0O/QaNQpVyoHLeSh0J0Okxe+81ds3r7JwoQHt8NGNpMikUjRFkwcWbiPzbUV6u06gs7M06eCtNot4pkcxUabcaeBx88s0O60qV3bwmDQY9MLxPYrGNRKpifHSaUzrO2nyJRbzB89Qb3e4PbKCtlcHoNORbkFW9EknWaNVK6EWm9GoZBz4dptMoUydouVm3s5Bgotw8GAfL1PKOBnduEo9WYLvTXJQFGgLirpyrTY3Ra8bYnHTs9RbzSptHrY7Q5cHj17e2EePjGDx2lnJ1FEpzcgGOwMO1XanS5yGehkHSY8Wrb7d1qqd2Jput0OggKQBgz6fYxaJcdng2wlSshkCk4fPcSkz8FfXVjGbjUxEPv05TJEmYRGoyWeKVGqtpDLJFw2E7MhN0qNkUKpxMpeika7S7rcQaMWmHSZuH9hDIcnwH48gazfIVGqcGllH41iyMKEl08tTPGHX3uJa1sJ/uAbl9iNf09J7HHa+Fu/+gtYvFM89PAjhMNhrl5+k1T8GjKZDEFrYTOS5tzRKRQKBdv7KeLpHMVKjaXtOJVGj1fOX6DTbrOy0mYs4MNiNpHMVZk/cgx4uxr8+xN+oWCA27euM5ApyFVaNJptAl4v6Wyejf08okzgdiTP+KFjVLpwYzPOZMCN2aQkXyhSLRfIp5PUOz18gSByuRyAZuuOx3V+5EE8YsSIEe+L95OcmpycPIhLGrUq+7Es+Xyeo/NT2Mzme2KZu0Wf95vQuju3aGF6DJ1Oe/DcWxXCb93X+4ml4M69yNPPfII3XnyOWKGDTNYmUe7y0ANneOy+47xw/k2mx3wYDHoMwBMPHGM1UqAhaUgUm3TKWT71S3/tnuJXbD/MwswEm6u3DkQZoihit5pptdpc24yiNlpRKBSYDDp8Lhu31ncIGfq4HE6Gosi1jTj5YoUxj4VBt8nzF5cpVhvotFrKtTrIFMSzFVY1McxaAYvJgEYpJ5xMo1LKqXeH9AcSg3qb+XEPtXqDdLnJ4UkPkz4bF1ciKBRyZMDqXpZuXwRJQqlUkC7UcVmN1BpNtuJ5bGYjSpWAVqOh2B5SqTb58neus7STPPi8NWol/8vTp5Ep1Dz8xEepVhucv3ILh8XAQK5GqVbgNKtJJlMk8k2UezmyjSE6nR5JoWNyykm7VuTShauYNArkUh8NHRxmLWfmAxyZ8LKfLXN7N8WxWT8GrRKZpGA/niY0PsX62hoMREr1NvVmF6WgoFLv0On2GUpwZT2O2ahBrlBgs1kpVtvku0rkgoBBp6Xd6aPXKHHoIJdts7G5Sbg44COz9yOK4ijJM2LEiJ95Pqjiz/vt5P1xeLfu5hv7m2iHAY4tHjr4v9tutzC7HejUKgq52j37MZuMRCM53rx4gY2lq2h7BT7+2DEUcjnbkQS9XpsTC7Pc3Ijy1efSmNVyHCYNAbsendXNjYsvMzvmYX5hnme/vszxmTsjJNRqFQadmtsrK2zHssyEnHQkgVopTb2UZX9fz6eeOEtf7FOuNcnWejT6HbZ2I/SVZQZf+A9MTE4xMTVDKBR6WzwiE7S05QZOP/z0QcFpcnKSK5cvcf3Sq+gGVTw6G4VylXSpw9jkDB5xQMBpodZo0WrUaZfTSEo5Zw4FEIdDhhKs7Ka5tLzLR88tcnjaz1P3L/D8xdss76YQxQGiKFFvdqm3e0z57AhyOQsTLtpdkaE0xO80Mea1sZsoEM9VGPNYcVj0KGRyen2RUr2DQaskV2lS6/Qpt7rEchVmx714XQ7y9S6XVmO0eyL76SJHxp34nCaevbjJNy6sH8REgkLOLz56jIVxLwuzIbxmFV/8+kUubyTQq5U8fmIKi0HFYDBgiIzZkBOZXIZRpyaaKTMbcvPazV3a3QFTQQ8dUaLd6ZIoltlMlFGr1JxZdOM0q+l1+5TbHXriAKWg5Mj8FHMixEpdBEGB3WohdfEWxx45TbFcoVbI8uiZBVY2djg+4+WJ048iU2jYyXfRGK04XXKu3N4mEonw6U9/Go1Gw5sXL6Akdk+8ub18mVpPTpMO4mBAuVym3W6h1eqwWq0k8xXmTz74Y19LI0b8NPnQouFUKoVMJuPIkSPY7e/8Q/du/Nt/+29pNBp88YtfpNfr8S//5b/kj//4j39CKx0x4qfPDyoQ3Q2o3ksBub29TS0X41eeeYy1rR2ur21hlPeYDLhZDydJFJocOnyMxbkZvvrt11ApFfzSxx5/R3VxLObjvvvP8rWvJshEd3CZNUwEvd8dZjng6pXLOJwugk4z/oXHKZfLpOsttBYPH3lqnmS+wuyhBT728V8gHA7z1S//CU1RRk0U8E3MobuxhcOswWzUI0lDHBYju9EUR8ZsBNxW0rUhRxcPMRYMUO8r0Lmq6GxBat0kPn+AcyfmUSvlhPejbCxHGcoEFg9N8L/96qfZjSa4dnOJize3CQaDONx+7vNMELTryRbKDAQt67EiWq2OU6fPYTWayVQ76E02HHYz2UKJtZ19BkMJq2+KcrrA6l6SaDRLVidQaQ3ItWT0uWPDaTaoadbr+A0S3WabjlGOUa8lma9wayeJz2oglioScJjQKKFebzJQKNFq1KztxpkcH0OtllGtNUhnssy4tYx5vdQaTXb2U7TabXriAIVMIuCy4HXZmZqeIZ7K0mi2eXNpixubCR49PkbA70FnMON12tDI+3TbTXRaNZl6G6PNhF6rIlMosZ8p8+fPX6HT6x989888fIo/+ff/glgizStLEcLhMIV8DodRxZFHTtFqNulWM7zw8gqxRJyA147PZsLvMNLq9HCZdTRbPb71/It86omzaFVyGuUcN29voLP7+Kjf+45q8O8PsOuNJuFcg9ZQR61S4asvXcFjN9IXJQZKHUOZCpM7xOGZI+xtrVLrdIikCthMepTyIWsbEUrNHg7fODfXI+xH48gZsLmfYah1cvrBJ0YexCNGjBjxPvhByam7SZy7CaGpSRcBq4obqzu8cWuHibEQeqP5h7b7EkWRYrnC9ZUrBF13bsyDPg+TIS+CINATRTwO+z2zDd5ayKrUexQbBSym9ru+/+zsLIX8fQdrLxRKWI16tvcTCCotHrf7YFu7xYTd2uOpxx5menKC1WjxbXFYu9lgYW6G8P4+r17foNXuUSoVEeQSO+k6bZkejSBHUKrQGwy4DWW8RgXH5ifJl6oUqi12EgU0colUrky51mTM52A2NIGgULAezZPKpJHLRMrVJldW97AbtVQqDS5miqSLdZxON4OBiNdipNZqEMtXEeRyKo02g8GAoNNMpljn8JSXi8th3lyNIghyeuLgTveVxcCNnQSVeofNRAWPw8a4z0mz2ebf/dmLZEvfSzD6HCacFj1bkQwGqwOD3sDW1jY2Hdw/78PnWmA/lmE3nsIocxBwW5ApdTTaA2QaFWN+D91KnnQ0wrBdQa3WoBUkjk35yJTqzAZduG0GZDKJrXiRvtij3+8zGAwQOwPCe9v0u10GYheFQuD121HOzAdRq9VsxgrEsmX20yXGvDbG/B4mJqcRKn10SgX9XgdJ1iGRTLAqayJ2m8TTRZbDWXwTczQLcd68eGFkNzNixIifeT6o4s/77eT9cXi37uZatcjG+gbhaPygY+OuM4U0GKDSaO/ZT7VWp1JrohjG8Fj1hGbsTE/cEbg6bBZefOMym7v71MoF1iMpPvvMI/QGQ6bn5jk0v0ChUCSTitPt9YllSvznv3yRh08usDAdJBxLcvX2Nvffdx82m5lwuopJsBCyH2EvliZXqjIz5md9N0ksmUQBeExKAkEnUq9AcqdBp5ojk059193F9wO7r3PZNEadhvDOPp12E6/HzUBlwKSW0e2J5Ms19HRQdKtIkpmjUz4EhZz9dBmf04TbYuCFaztU6i1ubkSYG3fz0hUFL13fxWrUUKw1cVuNKORytuI5Jn12StU2uWqDfn+IUikwF3KgFBQkchVy5Tp6tZIb20mMOg0GvY5irYtcLifosiEOBWYCferNLjuJEqcOjSNT69lc2cRq1OFyWPn/fuk8a5HMwTEGnGb+1sdPsZsoU2/38NpN9LsdZoIOFKkS6WKNZqeLy6qj3h+gUsjQaVVo1SoSPZFkvkKm0qLU7HNxPUm8UMNjt4BSw3qySrHR41efeZR0oUQhm2I+6MTnNNBodmj2JGQM2Evn6aEiFk9gs9soFIqsbWyyH4sx7THTbDZZ395lJujEaDKzlW4iKJXUG02Cfi+THjPxeASDwXCQd3unTv1XL9/i1kaE3fXbLEx48DpsZAsZXrm1hM4zyUe/K8YeMeLnhQ8tEu717tgemM3mH+n1v/u7v8tzzz1HJpPhK1/5Cl/4whfQaDQf5BJHjPiJ8X4GU99VowAH28X27/jwvp/ky13FsN1m5YEzJ/lWMUetmCVRatMS5SgN+oOW7p3NdVwWDZFwAKfLjcPhIBpPEYsn2N/dZTMc58jx0+gVff723/jM24LJCzdWCe/tcnzSdTAT6a0IqxsHyZ3Z2VnOnH0Ah6rH4qEZwtE4uVyeZr6DNJSwGHWYjVpur2+xubGBRiXQlZTojBZ6QwWe4ARTczpWo0WOHprk3F//xMF8BJPJwgMnj7Cxn6ZQqvBf/vufoRQElCo1Bq2S/WSGsalZtsNRdIoBhxYPc2h+4WAodq/fI5mIs3tri06nzZXlAeVaDUESefzhB0GpgX4bg1Li+GyATrNBsd7myu19/B4HGsWQgE2NotmkVB2gUQnsJQq0uiJ7iRKZQpXj0x6Qqwiny/R6PQw6LXvpPMlSh7oo4+SiwKUbK8hlQ1QqNY3OAJBQKAR0GoHBQEmp2kSvUaHXKFEq5DRrVTRqJSJKRJkacQh2ux255o7/f9DrxKiVE0ukyJYalCo19Fo1y7sZkCtQqe60pHd6fSxGHZ9+9Bhmo4E//vLXcDudeB12Ll+8gMui4dyJeeLRfTZu32TMoeU3PnWOy0vbZNM5zEooK2U4HXZOWG0EnSXCuTqlNpSLRXqdFhaTkUalwLdfOo9Kb3qbGvydiqef/Mzn6Xa7/PmX/oTvXF1BQMJsNuL1+nB6/Jx58EmqlRILMxMoBSWJRIJwMsNwOETUubBp++hUMuqNBslkjXK9iUylZ8xpYCi97XQdMWLEiJ8p3k/M8NPgByWn7iZx3noTPR4KMD0xxoUbq8weOfFD237dVSpLnSpG1YDFMQcatZydnR2yhSIL0xMkslXGx4Ls7mwzHAy4vXSTfrvOwswEi3MzNFvaO91HDjcPPPgQwNs+T18ghNVmJxIOs7x2lZWVFSbcRh667zhDIJPN4nLakcvlVOtNNBoNyVSSq9eusZep30lqyQVkQ5Fup83W9hbDho0nHnmYS29eJFpokUgWMetUTAZcCIUOuVKNMZeFU9Me/nxzHZNew8Kkn5bbjNhpM+GxYNQoMOtVnJr1o9OoUapUdLo9hn0DG7sSeq0av9tMJl8jkipRa3XJlFukKh0WpgXyhTynZr0ICjk6rY52u0exXGctIjEcQiR1R5UezdbwO81o1CpKzT47qRj95X1MJhPT4wGEQhu7zUqz3aMvH2DSa8mW6qgEBY+cmGQ+5KTTHxL0OHHYLbz64nPsxTL86kdO8+kn7qNSa6BTSDxwJMTzF29TrdY5MTvG4tHjvLm0QyGVQBCbDAZDJv12TGo4NulCrZSTLlTpiUMsZiONdg+5TEY8W8FuNrAdL+BwmFAKSvrdHvVGi2Pz43znzTWev7rDlK+EWa+m3RvQGUjUOgMOzc3iCU1QHWYoF/PoFEOapTR7kSTlfAqrQUe12WXx0AwL84fQKCQKiV1efrmLQiZ9qNfgiBEjRrwX77f484Piivfbyfvj8G7dzZMTE0R2d3n5/AVi8QTtdotypc56Kc/CpJ/5Y6fedlySNLzTER2vYTZ+z0LdaDRwbH6GaK5OsztAGg6RNCZ83813bO1EuHj1FnoaGBR9PvHICcKRCBvhBJuxHEqFhM/r4+ThOS7f3kWtEvDY3Ax6LfLlOt+5uMRONEO1WsFn07EdzXDi2BGefOQBGs02F25u4XVayORixGK+97Q/FUWRl19+ma3lazxxcppm2YJNK+PBxSBlUcNuLIdIn0Y+RU8hYbfomQu5cdtM7KeLNLt9dGoNQZeCSZ+NcqPD7a0o1VYPUezjsRkQ5ApWIzkur8U5MeNjKIHTosdq1DIYSmiVPXp9kZ1Ygemgi0q9RTxXod7qsRrOYjZqcJiMtDpdEjoNxfoeQ+SY9UrKtRbFegelUkG92UWQDTEb9ahVKg5PelmLZJDJ4PET0xyb8tDriZh0ah45OkYuV0Cn0+FxWMmV6hyZ9CCXwXAwxKzTsDDpJVOsEMtWSBSqdywFa028zjuznt64uUOh2sTqDmA0Wji2MMehSR+vXlnCZVDwwNFx9BoluVINUVLg97rZi2fIlaoUCgVWtsI0qgViex3KpTLpYYNLV/rEEynOzBxDLonI5ApUgkCr12HKb0NqV9m+Fn7Pc9lsMiIf9DArhzzz5NMHIx/841NMzh9lN1G4Z57XiBE/D3xoUa/NZiObzZJKpX6k1+t0Oj7/+c/zb/7Nv6HT6XDp0iUef/zxD3iVI0Z88LzfwdQ/7ADr7+etimFBEPA6rJxdGMPltLOfSHN7L8fVW7epFbI49AqmvBZMgkhsd52XzxexGrQE3VYs8yG24jnWrp3HYjKg192rPLprY3N7/RqPHp96x7V8f/t8aHySjZsXSWWyDNp1Ts35EYYdeu06Fza3aHREJt1G+moju8kS2XKRQusKp8+c5ekTR8nkCqQu3OTII6fuGbA9HA7o99ropSZ95YBHT87QbLeJpYqsxcoU+lqacjNdhQGd1X1PAWkwHLCzvYXYbTE7Pc6hqRBbu2FK1QbVnsD5a6tYdXJ+6SMPkM5kiEVjtJsdTHolZnmLTqOC1a9CPRAxqJXobRaa7R6v3Nxjcz+HXq/HatAxRMG5xTFK9T57sSSdXp7+EKqNLhqdnt1IghtrEQwagaEkcWs3w/puFIdZi1JQEE2X6IpDjo15qDb7iFINmVLNynacpZ0UfUmB1ahBp9Fg0chotRpEEil8Tjt+l539VIlKs4+m3uPyWpzD00GGyDi1ME62UOEff+5J1CoFQwkS+QrpocTYhJ43rr7Jb/yNX6TdarK7tYHDqObxMyeQSQNKlRpmnZIJn4Nstcv4WJBup4dBJafRFclkUvzyxx6FoUg6k+XG6g6vXFnm//p3/wGCIPDaKy+97QbmrcNRt7e3Of/KS1jUQz7y0Bl0WjXDoUSh3sXiDvLAgw/ywl89i81uZXZyjF948oF7rrc/++qzXLpyjccfup/Z+SOEggEmx4I0W+0fasjsiBEjRvy0+XFjgQ+SH5ScupvE+SAHcd9VKn/q6Ue48JpIpVZjdsLCrFbFq9c32AhnmJmfJ7wfo9VoQUPHtF2O2z5OodYmlc3ywJmTjIfu/L/f3t6mkM/d83nmSiX+5Iu/j9htszAdwqnpc3LaRaVaoVopE/I6CEf20aqVuDxe4tkycqWG7dUlKqUCpxfnSewsU8hmmJoc59ixY6hFN0tLt5HLZczMz9MqF5idmqRaylMoVciXO+g1StxmNStbYZa2o/R7fZ5/4yZK2ZBGq0vAbaNcruC0GHCY9Rh1GvqSjE6nSyxbxqhV0uj08Vr1BOwGeuKARrtPoysRztbYjudoNpscnpYzOxUim8tTbzTIVRr0h0PylSaN7gCXY4hCkNNpiXjdRkIuCx6XA5VKza2tGFfX95nwezg0GSCfTnLm0ARz437+P3/4LT52dh6zRsFUwInNYsJutzM77uePv/4K+WyGpY0IocAm9UYTr0WFXtCwEHLw8rU8G9u7VCoV4tkSq5EsDrOBpx88TSKbpVIqMBN0I8ghkiqxHslyeMqLTqfFbNShEHooBQWXtrJ4NAY0Gg2TQRflRptwMs9Hn3iYfr/P5k6YZKJCs93F5fHh9XmYWzxCs17Fqh4iN6holbNsRZIoJJHDkyHsDgdWh5cHzpyg1eny+vUNNiMpNJowTzx09kO9BkeMGDHivXi/M5PfT1zxflxR7vKjiF3erbvZ4XBQqHeI7kcI2TR4HTboDFhKJImkS5i84/RF6Z7jEmVZzCbjQcfSWzEaDBhbQwwmE0eOujh+/OSdz+DaTTZWVwnYVEy5Qox5bRitBtSKcSRpwGY4Rb5cI+D3c/n2LiaHG2HYIegyU6qUcdrK3N5Lcm0zitso0Gg2GMo1PP7gWRQKBWaTgYDbTKFcJuB0ENnbAXjHzwjujCFYu3aeCY8FGX1m/Da67RZru3H8Xg86oUc6l2QvmcNq1OG2GdCqlLQ6PfLVFkatGp/bSjiRx2zQkKs0uLC8h0wm49RsgEmfDa/TxF6yyOu3wnhsWkq1NnqNmkmfDUGQs7KXodbsUm912Irl0WqUeO1uirU2AZeN3WSBWLqCTqOiJw4w6lT4HWZkMhkuuwmZXMbl5W28NiOnDwWxmvQks0U++9QxMqU6/+Czj9Pr3Pmd7okDHpgMoFYpcOk1dEWJdrdHo9PHoFNTrLVYjWQ5PuXBqFMRThfZSZTo9iWkwZDZgB2zXofPZSFgN1BsDcg3odKVsJuNlGtNqvUW4w4bkgRKlRqlUkWv3afb7aLXqSnu5Li1tkOj1eHU/BhuvRwpZEVgQFfsky9U2IumcVtNjLlMpEoNQg4DZr2GbKGEzmR+z3MZoNGo47ZqmZ+be9tzvf7wR4qNR4z4MPnQIt7FxUUymQzhcJh8Po/T6fyh93H27PeS2Zubm6Mi0oifC97vYOofdoD19/P9imGVRkuz1QagWm9SrTdRSCIPnZyjUsqh1miZGAtQa7ZpFlI8dOQBxoIBbq+uo1MpMCu6FFJ5Ll29zgNnzxwUX+BOgkgmk72rQrlYrlAsV3jphedpNxuoNFp2EwXEcoyPnjsKTj2peBSVXMLnsBBNF9HpjcyPe/H66gT9Psq1BtFilVgyTbvdQZIkCtkM/UoaBn3a7Tbh3S1cOhnjLgtNm5XF6TG29lOoNXWajRr5ahWNwczHP/lLhNeu02i0Dj7bTCZDLhlDo9XxifsepFAqMTsuMhdyEY0nSWYK1Mp9/uqNWxw5coTAjIm9tSUsBhUnD4XYjGbJFqp0OmpqjRbKcpP+UI7LYaHZHTIVdLE45afW6NCVVExMeNEb9FQqBWLpEolclekxH3aThpOHxqi32xSrTSwWOxeWwxg1cnRqAY/NwHTQzcm5EBarmdVwikuv3qLVauO2GpkZD3BtZcDVW6vshCM889BxqtUqRoOBaqvH6k6Mm+u7PKzVoJAN6DareGwGnjozh1waUq43OXdshsmQl2KlweXNNANxgNiu0+t0yOeytNstDo+7MBvvDNpUCErMBh0hn5OhvEyhWKFca2CzGHBa9Ki6cGJxBoATR+aZnZ7kK6/cYnXlNibV8F1vYIB7/a0fP4lCLiddrCHTmPnE3AyXbm0Qi8XQGYwYVD2ctnu7WwVBoNvp8PiDZ/jVX/70Pc/dTWx+f1Cv1miR5AIMRXqd9tv+HimQR4wY8dPix40F3osfNunzg5JTd5M478SPOoj7rrrTZrFw9PhJLr/xKt+5uEy5XCZXqjNUmzHZHUTDe5w5vkglm8Bj1TI95mFWUPLmrZ0DS5yA08K1K5exG4SDz3MwHLC2voZT3SMYtGG16+i1RM5MzxLLVLi1FaZaraKQRP78688j15qxu/1I7SrFao1aq0sslUepGHJ4dpxMYp9Gs4nX62VsLMDK6hr+sUn8Lju7e2FurUZRq9UcnZ/DpOxzdXWPRCqDXqtmNmCn3WqylshjMpuZDTqIp7IMxAGFaguVWsVgKHFtI8ZgMOTwhJtsuYlSISOVryIIArVmm0Ktx4THzkBtQqlUU+sP2IplaJRK6FQKNHotrXaP27spYtkKt3cS5Et1LEYdYz4nOp0OjUqJTA69TodYIoPfaeGZBxZ54fUWyXwJm1HLr33kBLf2UvgOBQl47bhsJpKFBis7EVQKicOTbiKZGuubO2zH0vhsJj75yGG63Q59UaTZ7hFLFdiNp4nFCwy6Vt68tUqv1yVXKKNVKjh3OMSU3871zSRfeuEmzU6XrWiOXLlBuzdEozfi9XZ49dYuDpMOQaGiK8o4NBXksQfvA2AnHOONpW167TZmh5fvvHEDo7zH3IQfrULPs7cKbKeq3DfrodbqETI7eODMCZQqJWaVEq0wpF7Oc/8j5+7ptv8grsERI0aM+CB5P8Wf97Leeuv/tPeyzX8rP6rY5d26m6PxFHq1gicffQh/0E+v0yY4McNvzB3lyvIWG7Eyubp0z3G99spLVGt1QsEA2+urjPsbmE0GRFFkdSvMaiTDdjiG3+thY2eXTCbL9voyUq/NqVkfDIcUG11MVtAoJJqiglZvwGq0jHdMzvH7DjM5FmR19TadbpdDM1Okc2WMtgGtZo2pqRCdVhWLxYZSpTw4FrNRT7xYQK/TsXTxTfqNIgGnBYPNSjgS4dkvnydbbd0pcgxaTHqtqEMhYokoD8x7cBrVhJN5ssUK0ViGlf0cZoMem81EslDj2mYcl0WHXqvGYTGwvZ8hka/Q6w9otHrsp0t47SaShTLr+xni+QrD4ZD7F8ZQCQKHJ0zUWx2urMdRCnJmgw76gyGFaos3liMIgoLJgItxv5tmJ0nQaaLbFzFoVXjtRp48NQtyOUvbCcqNLodCDpa2E8SyVY5Pe9EpZQwGA3bjBX7to6colioUK3U29nMsTHhYnHATz5VRKZUICjmr4RTlehu7WcfpQyGK1S3C6TLhVAm5IKDTaKi169hMau4/FKArDtDrtNjMesYGEi9d3yWxn6M+bafb62Mx6VAKArd3k7jtZoZDKDc7bKdKVGotmp0+fbmGI5MWfuVjD1Ovlont71OstTg8aeH6qpbXb26xMDdFKKAlXyzjcflIZwusRzIce+QT73kuA5QrFSaC3nd87keNjUeM+DD50LJfTz/9NC+//DKiKPKFL3yBf/bP/tkPvQ+Xy3XwuFKpfICrGzHiJ8cPGkx9N6H9zf/xl2iGTdQy8aBzQhCE963o/X7FsNPlJhXZQpMtkMhWGUoSAbcZpaBAq9VRaYtUaw0KpQozQSdDscfW1jaraxuoNFqEYQe6DV5+6SX6nSYWixmx10Wl0ZIv13H7gyTylbcplIulMi9fvIbLYcehch0EltcrWdxWC6JCRyabJlFo0m9VMCjBY9WzGUmzn8qj0RlQqtSkMgV2Enl2Y2kMJgvxTBmbvM6pw9NIgy4hl5F1vRpJ6tLutGn34I3rK3R7fQJ2I5NeG8jK/OV//X0WTz+My+Pl/NVlxjx2zCYjV69do1IqcOjwMQAquTROsxLFQMIzH2TPoMJodbCVKJMt1ZgKODl8aAq3WU1fimAo1JiZDJIt1Ynms+zGc8wFXcxP+iiUm1QrNVJZFZVGl2ZXZHF6gMdp58b6Hrc2YthtVqbG/Oj1OjriEJVsSDRdRKZS8siZw0y4dIi9DnJpSENUUGwNMZjlJNIlmo06swEHKkFBo1biiTNziN0OV1YjvHjhFg67Be16mK39FP/9W5epNdukskX+/t/4OHqTGbNGYNLvot9pkas0MJitWCxW+gMJFX0u37iNSqlkZWWFo/NTgHRgFSCXyVAqVQxlCmRygU5vQIceSq2BXL5Ir9th0JNTLBaxWq3I5XIUcjlaQcbW0mWefOgU3UaJitjGbnciyOGF119gffU2Gq0OqVPFZdESnJxBq1axF8+SKTWoNlOAhNdhIrYffk+FfKZQ5MjCuXe8Tt4pqF9eXmYvvI/D7eGB+06ztrZ68PfDZ++j2WqNFMgjRoz4qfCDYoYfVcH4oyR9flBy6m4S5534UQZxi6LI7s42WXmHaDRKOpthY30Dn1nJsWkvkuTh5laCv/yLr3BoMsBcyEEs1saqEyhlk6gNZnxOE7F4gtmpCcwmI6n4dY49cvoeAUksvMsDx2ZxWA0sbcU5PhfE47DSbjVxmbTs7SfxuS0k8zX2CymUQhiHWcXChJdPnJtndWeffLbE/k4Hv8eBUdWnW0qSTpepdwdsRTMotGY09iD3PxKg12lRqtW5cjtCp5Lh2Kwft1lPrlim1WjgtBrpDyW2oxn202X0agGLSUenPyCer5AvN1gYd9Jod6k228SzFcTBkEy5gVoQKNeaDGVyHC4NcoWCG7fXGXcZmPFZMGhVpIs19jMl+oMBAZcZo1bNlNeKxail1WmzHcsy5XcRTRf4wtfOk8hX2U0U+LVPPMSE20S9UafXH5AtV9lPFHj4yDixbIU3lyPkKk1cNiMqQY7VqEMcwENHx3EaBa6t7/ON164zH3TjsRlQqdQIgsDCmAuXSYugFCgVCyiVCqwGNRuRNJFkHpNBg89l4eZWhky+iNdm4Oi0B4tBT0cc0qwX8bqdmHUqlGoNfq+Pays7WG02eqLEjc0Y1Q4gqfnlR85x+eoVasUsm4ky8XSGVl/ikdMLPLAQQC0fUKmW2A5HmJ2cIF8ssReOkM2k2YsmCexFfuh4fMSIESN+mvyg4s8HHVe8l9jl/NXld7UC9QVCvPHic0RjcWQyCY1Gg0at5tqNW0idCvqJMZwuNx6P50C8Kg6h0FPx1NMfO3gfURQZSDK+/coFxrx2csUyyUyeY/MhdvbiRPYjuN0eHrn/BN12nVdeeJ5ILMVH7pujUhti1qro9nrUejIiqQK5/z97/x0rSYLfd4KfyIg0Eem9fd7WK+/a2+kxzZnRkKKTuBKXewQWku4g4YDFnQDtiaeDoMPuQjpB2tvV8nZFcWWokTRDM7anx3R3dXV1ef+8z5fe+4jMjIi8P2r6TVdPd5NDcsSexfsAD5X5KiJeZEZG5C9+5vstlemZVo6dOI0zuUQqHiIaDiFJEuFIlMzO2qPm1UyeyUSUetOOKIlYJAdOp/Ox96bZ7iLLCncerpDeXsNutNh40EftqcRDPhaiCoNGnUqjR2oiynAkYOn3KXd0Ng6qaFEPo9GIgT6i1TdJxcKcmE6yW+qwU8qSLlR44dQUx6ecVBodSvUOA3NEsd4hX+/QUQfohk6+0iQZ8jGXmmbjoILPaUcb6jQ6KrW2hmGO+NT5GaySRKbUwO92MjcWJhHy0R+YiKKBxQKxgBNtoBMPulmajLE0FaOvG4yMId+9sck//483WEtXsAgCkYCTWNDNc6enKNW77OQbLG9nkO12gj43Q8Pk7sYBdpvIRrrEQaXF1kGFLzx3kleePMHGXhafx0Xc7yIW8qAbJk6Xl0t31llMevG5HdRaKi5ZIhkJog2G7MZcPNzO8tb1h+TLdXazVawjHY9Lptkd0umpOOx2nE4HHVXD7nTTrFdxJMe4/WD9UaO1atBVDdR+lclEmO9c3+Qr379N2LdOKBKl2OqztldCiU3z4osvAh8/qd9Wdaz2x3283v//P2lsfMQRf9H8hWW+fv3Xf52///f/PsPhkH/0j/4Rn/vc57h48eJPtI1KpXL4+MgP6YifFT5s3FXXdXb2D7j/cIV3bj1gciyJNNI4f2YBhzxiY+UhhVKZZy6eO7xx/eO6Fj7YMexyOTmodHnz+jKhaAxj0KfVarOytc/swjEaHY3Lt9fZ399naTzA2vomhXIVt6Jw7tgEhq5z58Eq15b3ufL2W7z83BPMTk1QKFW5e/cB8fnzKIHkj3UoX7u3hsMm8aXPvkDA5zvcv/WNDWwjjU6vR8TvZjZ1lktvX2H7IM3IMNjM1XG7FJzWKrJlgFdx4LIMWN/eYObYKSJema3dPSIeC5959gIuRcHrUui2BtzezGEVLQS8bryynesPtxkMdfyKFdkpUNy4TjkbITIxh80V5KBeZSPbZDwaQuv1+OpbbzPSmjitI1JRPxbJTkUFb8TBRDzEfrGEIpqMeUQi4RDBWhvFVebs4iSxcJBLN1f4D6+9Q2+o843Ly/SHAwJuhWqtxVPHJxlJDjLFClvZMjfWMgS9fj778nMMRiOalQ5a30AbdvE7rWznq8xOphjoOpVah71cCafLRUczuXzzAfpwwMmZKAG3TL7SRhFFFqeSOGU7Q2PEvfU0azsHvHVnh918ldEPPYAqjQ5ur5dEJEhf7XLu9HF2d3YZGga3lncYGQPK5SrlWpNWu4PP5+HSO1cYDTUcNsuhVEBX1XDIDpqqjmmR8Pl81NQRardLOlNEN4ZMjSXY396gHY4RCkcoN9rU6g2cVoOk14ZTkWl3u9y5fomhbjAbVWjrGt16A0Uckq1rWIc+8sUKktWKS5bQukNu37iK3aFguhM898JLH90hH05h+4jviJX1Tawj7fDGJ5vLMhZy8tTxF7m9uk+pVHzsuTkyOX3i2FEH8hFHHPGfhY+TyPizdDD+aSecPi459XE30eliDbsvfjiR/MdNPb1X5OrVC6RiLuJ+K/WDBiGXhNfjQRAkyvU6ssNG2GtnfjyES1EIh0Io9hGJcJB0vgSmFVXVD/djNBo9tm/lUhGb1UI44EV2WOn3eyiyg+FwiCyBbAULQ8JeBdfJGTz7JVa295hLzvFf//Jn8HtcrO9mmUqGeGJpjEyhRr1eRPHHCHoUStUmhWqdQb/P4mSCsyfnCXi91JpNivubSLIVj+xgoOt4vV66fZ2DapNGs8Pafh5hZDAamWgDHa9LptXVCPsU7FaJ2xt5wj4nFxdTiBaBtXSZ1XQFi2CiOKxs7GVJBWQuLsZJBj10u13aPQ3ZJiJaLCxNRLmwOEa6WEe0WJhNBZEkicsP0vzLr7/Dv/3WVXraIw/bRrvHpWt3ePHsND7FRzTgReur3N7IUmv3kEQLAbcNlywiWgRKtS7qoE8yFiYaDtBXu5jmgNvrOe7tFgh53USCHpbGQlxb3qXa6j4yRA/7yNWazI9FcNqt5Gstbq5luL5eJBF0cW4hRTzow+kQWZqM4FRkfnBri3ythssWZD9fQvGEsMpeLj/IUGt3kV1+jp85Tq/X48bDTTrtNoszk9SbLXq9Pp969iIWCzjFIUEZqHfZWFvl+q27BFwy/V6TyZifuVTwTxWPH3HEEUd8kvjzjis+qijlVGSqpTyNrc0fkwLNZQ4wDANN7dAetUlG/eTS+9x+uMGDjTSffvokWrPM2z94HYfTQzQcRu0PyJfKbOVawKOYY3x8nOvXrtJv5JmfiCEaKtNRF1sHJX7nK9/DbjF45uJZnnvueaKxKO9eucL+xgMEU6PT69Mf6qzsZnE5bGiaht8fYHYiQbUzoFktoQ1duII/ym/IioPr9zfZ290hGg5zetFNrVziO5eWGU8m0IZDBn0Nt9uN3SGTztcJxVP8T7/zeywlPRxPKNgkF9lsjlqjQLpt5enT87y9nCU1Nkmn22VkmoR8HgSrgG6RSdfqHBRrGKIDt9+LXXFhWjROziYplio83CtSarQZjUAULbhkmWxVRbbbeObEOGdm40iiSCrsxmqVkO027FaRuOymWO8wNEbMT8bYzrXYzVdodfp43TKqNqBYbVCsd/nS88exW0X2cnXiYQ97hTo2SSIS8BDyOLi2nOaff/UKjY4GgDkasbZX5DVJJBFyo9it9PpDBrpJLGTn5HQCxWFndS9Ptdmj0uywni7j9Tg5MZ1iJhnCq4j01D4PtjKogwH5SptPPXUKczTCbrOCIJCM+IgFPERCAXqaCqMRLofEqQk/0ykf40GZrb0su9kKdqvEwmQcv8dJsdHDEB08fWaMb71xhWnfiIl4CLfbg2jtgyDQGwmIjiH+cAI5eZJMrUI538flUzj9whd48cUXD3PQHzepPz5/Es00aP4xPmVHHPGzwl9YESkWi/G3//bf5p/8k39Cv9/nC1/4Al/+8pf51Kc+9SfexmuvvXb4OJVK/TR284gj/tz54Ljre5q8rUoRQatzbjrAqaVJ7q1tsp8t8Is/9xKTyUcFnvckWT6qa+GD0jR2h4zVE6Wo6hzU67gTC5xOHQdT59b1q3iaA55dOkMsFmNkjtjZP2BtL8fDnTyDoU4y6OLVF5/A41IwTJPVrX18TjsSOiub+zjdHjLlNidOnmSISSweRxobe6xD2eEJceHU/GMFJHjki1bYWwejz4UXn6VaayAKJvOpMLquY5UkfB4Zq2hh2B8Qjvuw22IEQmGGkoTF7mTYq7O5kyMS3CUZDVOstymV6ngUB5lCjVKtQ9insDAWYizsJldpc1BpIxgaEwEbnVqaWiPKL/3yr7C9s0uvUcJw6BzsbjAVkpEdMpouINvtmHqHvUyOsXgMp9XEyhDdlChV67RUg4mJSe5uHCBuplnZSmMVLcgOK5NRH9lKk6Fu4nUrbOeqRINu4j4v3b5Bq91lYTpFIhal32sTmojQbjXZ2Nplcy9LqdYl4PdRqZRZGA8T8IxTrPWo1kvEfE66moVowA8jg9OzcUyLRKlcY356nLF4mDdurvOtK6sU653D9z4e8vHf/o1f4tyxSdrakHy+SKvdJRoNow363F3PsraTo9NTMQULF5ammJ9K8ObNdW7de4jbpTBQVQRhRH9oMj8/x9b2Lt+4dA8sEoZhEvLK7Jca2CWBFy/60bot7mbzuAIJbO4AA7XDufkFpiZSGIZBpVLBVFuoPY2+zUUXmUgoyFzCy1e+fRlD1zl/fI6u2sPUhyymvFhHMldXDtjN1Lh+7SpPPPkU6XTixzvkj+vsLN/80OBtZXOX8yfnD39fLhUJel3EoyFStQY3Hq7xyhNLh8/f39F+1IF8xBFH/LT5OImMP0sH409jwml8fJwb16/xL373y7hlCb/Ph8vlxhRtZKttxkYjJmJBnD4fK+ubfPXyD7DKbk6dOcfkzNxjBaX3ilyvvvwMnUoWu2gyFvUR89nYyZQRLF4WJpNEuypqT6XTbrOytolosbBWzDGZiuKw28hWKsihicOb9cTYxGPv50BT8brdNNtdRiMHdrtCT9XQ+yaZQpFCoUTAZWM+4SddrGGzmAy0PsVikdcv3UAQRW48WOfZ4ynq9Sa9gYHF4cNmteJxmPhdVnbSOcZcI0K2AHaLyVgqjiiMiLlGDCSF6bEIx2bGyOZL7O4f0Go1EQWB8/Nxwl6FwVDHKdsYjSBXbSLbRW6sZzFHJr/w3HFiQRdD3UQ3TGotFbvVigWoVqucSE0QdMuEvQqzCR+moRPyKpTqHcJeJ6dmY4wYUay18Dod2Gx2vvb2A+5t/cizNuCR+T//8gv8+uefYGUry26hwVt3tni4laHd1ciXGyymgnjcCorDznAwYDYR4BtX1ihWWuxlclgt4JUdmIbJ8laeVEzDq9hY3y8gAP2BwdAwcMp2Xjg1hSAIeFwOAj43gmhj63t3GY1kjs+OMxb2IGDQ6KgYhslcKkBH7TMcaER8bm7sVTjzxCL+WJyZYIhQ6NFPIpEgnU7ztT/I0FhNo2oDFuan+fTzF9hJ51lbX6NV7yJiwHCApPcJu91crzQYHxvj2Yun6fb+ZPH4EUccccQnlT/vuOKjilI7+wdIhsbpudSPSYF+9Zvfp1Sp8syZOdROi71MgUIuy4mpOCPDIOBzYROGWPoNDKPLwG5g0Yc0ixlGQys+UWXj3lVuXL+G22rwwsVTuFwKhUKBcqmI0xMgU6qTisdYXJgnn01TrZYZ9DVmZ6apNDrcXN3F7XbTa1X5zPkZAqkA9VaPXDZDuatjkQO0Oz12dncwBhprOwdoqoY5GPH0cy/Tbrd48+YaA12nUO/T7mxhE6awo5M+OGArU6EvupE2svgd8HPPnSYR9pPL51kYjzIamby7fMB2qYcgShiGgd/jptvtEHUKlCt1nju7SLvdIVfvEYslaXb6/Kc37mIZqnz+qUW++OQce9kS29kqGwdFtL5O0O8h4LZj9zu4sJj6oV+lh2TQQ6HWxuuyc1BsAE58TpmdfJPRSMQ0h0xEfBCBWrtHudYiU2owQmDjoEap1sMiClyYS9BWHxVabq8d8OUf3OMHt7cPj6/TYeOV89O8+sQ8vb6BaRr0+kO2MlUOSg0CboVsqc7xqRiffWIBt+JgO1vhX33zOopsZ3mvQLnZ49byFubIwKM46Pd1wl6FXKnKbqaMyyrg88hMJ8M47TbK9Qab+3l2shVEwUQYmeQKZeKRIPFwkPsbu8g2CcNixensYQp2njh7BsvIYCLkQrLJWKw2/IqToM/NWNRgd2+fveqAFz79c/zG/+k3P/Yc+LhJ/fcKnR/nU3bEET9L/IVq8PzDf/gP+e53v8uDBw+oVCq8+uqr/J2/83f4e3/v7xEIBD523bfffpvf/d3fBUAQhMNRwiOO+KTzwU7dnf0DWpUi545N8M71KsfnFjlz6jiRoJvvvHGF5Y1dTi/NkYp6SR9kiIZDH9q18FHSNJlyFU9knFc+87nHun2nZubYuHcVl8vzaETcAvMzU7z8wrP84AdvoMgmx6bH8LgUADpdlWavz9kT81TqTd59uMXU4inmlx5pBC+vbZLLpPn0Z199LPH09T/4CgHv4z41AONjKa5cfptz8wkURebK9Zu4bAJht4cH2zniIRfHxsNMJsK8fm2NbPmRzvGJkymuP9zm4UGJeDhAwu9gr9Cgro7QRRcNtcR0TCFfqjEV9/PMyUnCXif9oY7PrTAWC3Dpfpp2t8sLT13gzXsPeOutCG4bSCPo1EuMBRXmJ2O4AxH2ii2MnsZUMsTm7gH3ChlUHZqNBstaD9MYcnxxkS9+5kUuvfMuDx8+oFipE/a7CHqcTMZ8vHZ9A7/TxsnpBF1NI1OssbpXRNUFPF4v9VqTg/0dXnzyNIoss9vvMJMIsJ8tki5U8bicnFmYIORTkDDZzqwynwwQ9LmodgYEAj5G+oCo10FHHZAplzENnd/5+hV+7/Vb6IYJgGgR+PSTJ5hKRVmaGSMScKMWWzi9fpa3M8wkglSbPew2Cb/HhdVuQ3YJzE1PMNQN/qtf+SJvvnuLL3/7bVZ2ctxb3+PciXnGU3EamsHDTJNqvUPSZ8duS5CIhuj3NSotDUWGWrOLIQ+JeC0YI3C6XBiGwdrmNvu7W7hsAhZD4MH2Fun6kFA0gWhZwqo46fb6dHoqgjHg4mwYcTSg3Bog2uxMjwdpldKk04kP7ZDXdZ1KufShwZtVdjM9NXW47EBTcUY8wCMd6163jVORD58fVH80AXvUgXzEEUf8tPm46Z4/Swfjn3cnsq7rXL92FbfV4PzJeYZ9lXq9zvZ+g5EcYCrm48UnTuNUZK7cuI1FV3np9CTFah06eTbuVR+T0XuvyDU/N8uaPmDt3g3atTKTUTdzY0Gy1SbH5qfw9VQsjPjelXuYIwuff/kJfHKCVrPB9l6dm+tFnn8lwuVbDx/drB+PsLN88/D9tDlk/F43W5kyAY/M5MQ45UabVqVArdZAtku8cHGJsP+R3FzM52A87MHtsOK2GuimjscusrZXwun2Y7M7GRkGxnCAyy7gNjvUSxkC80EiXjudeolCIcDG+ioBlx1/wodhjhgMNKrVKjG/QsQZJV9rMh7xEfa7iAec7ObrFOsdai0Vw6gQDbh47sQkQZ+CxWLBJgkIgoDa1xmLeFnZL2ITH90j6cMBg4FGB4NsucGd9T7pYoNowM1ANzFN0PoG//b1O/zed+/Q6vUPj+vFpQkWUkGsksj/7/cvU6q1sFstDIYGWl9HkkS0wZBMqcEpj4zW71OutZAkK0szSYq1DtWmiqZ2aba6iKKIZJM4KNSYSwZZHE/RD7hYO6jQVnUm4zJ2m5Vmb4DeGaLp4Pb4CbplQl4XToeNwXBA0KMgjEyK9Q6Ndo9sqUFfNwnGUri9AWbnF0mlUoiiyPj4+OF95fz8PF/6y7/Cxr2rdOslTi2mkCSJ6fE4tx+ssLud4eyxaartNr1ej61Ch6mZObyySKFQJJVK/rHx+BFHHHHEJ5n3xxXvL7zUqlXubWY4fvFFdF3/SLnuDzatrm+sY9ejjxok3ueZnD7IEHA7CAQfjzVcLoV2NUOnUiXlP4kz6WfUqyGqCsfmJ4lGw7x1fZnxoJuJRJird1bZTueYnphAH4lEfB7cLiezUxP8i9/98mPNgMlEkmQiiWEa3HuwTK9ZxWszsbucrG3v8+71WzhlGZtdJlvO8nNzk5hBmYNCjeHw0eRtfzBkeX2fg8oyY7EgLlHj2Wefx+YY4423r6Fhks5k6DaqxMI+vG4/Y16JTLHKfqWHEkgwtNgZn/Kxvl/gwfIqkx6RSqlI3Gsn6LIjSRb2KipWp49csYovGKTZUZmYlBnIHpxTCb7y2mX+2e99B7tocub4IslknEy+yl3RRsJnZzwewG63MZEIszAVJ7LsBExW96uEvQoOh43pVITN/Tx2UQRBQHFYiXidbKTLPNguMBb2sr5XgJHBs6cmcMsyVklA7XuZSQb47o1NKs0eK7tZ7FYrU3E/Aa+T6VSIS/d2+SdfvsRBqXl4bJcmIjx7YpJU1M3L52bpaQP2C3X8HgWfW+GgWMfnlinWOzS7e3zpuRMYWDiodHAqDhYnwuxmiuznqzjtEhcWJnEpNr5zdY1yq0ulpVGpt7k9HBINuIj43AjAfqHGlfu75KstYn4Xk1E3XqdCQ9PoquoPYwcdExHBYqVaqaKpbWx2N8eOLaJqfTa397BZRXyyiMcO1VKJtb0mr/7aj9Sy/jgv0ffyEO9fbn35PrYfNnaXVJ2D+o/7lB1xxM8Sf6GfWIfDwTe/+U1eeukltre30XWdf/pP/yn/4l/8C774xS/y6quvcu7cOeLxOG63m263y+rqKl/5ylf47d/+bQaDAYIg8KUvfekxf6Qjjvgk88Fx1+XVNbxWnWyxgmSTiUWjAEyMpZgcT/LurYd4nDL6YMj6Zpr+SPrQroWfVJrmo8Zus+UGSmyarbvXiHnseDwemu0umXITq03mmbNLrO5kKGt2Pv3S84fbe3/SSdd1NjY2uH71Cu++/RZvWE1OnzzBhXNnmJ+Z/OEyBqs7GdRuE0Gycf/hCjGvlcFQRxAlBkMd3TARLQJOu8jNzRxnz55haixGvlzn/m6NrmbgdSmcTCWZnp1jYmyf/+Ugx+999zbD4ZDZ1CN93Hq7hySJxEI+XD2NoMdButogFPTR77X4o6/+B46lfLgsAwyhz/zMJMWeiVsQCXsVspUmEUVATjj5N6+voWPBJndIpsZp1Io49vb4zg909rJFSs0ekVCQmWTw0bi1IhP0KjyxmMTtVAj5FKbiQQamhf1KF6srxGtvXKFRq1EslWFkUiyVKRQrWCSJswvjTMWDfOqpk+gjC5s7aYoNlZDPSTIaBKtKutQi4rLQH0oIjNjPVfl//Pa3WD/4UcEjFvTw9X/23zCTivA7X7vEndVtEtEg3V6XkydP0+n1eLi7wZ3VLMO+Rq3ewCJaiIZC1OoNgtEE7V6HyZiHX/7UBRojhcFgyDsP97i1W+fsxSf51Wd/ga/++3/DdERifiKGx+Vgaz9PoVTF71WAEdu7aXbyDZITM6j6o9fTadSQMHFYLTjtThTZxnNT02zkWly7t4HfLWMIsLGzz0LUQb0usZ8rUdfA7w9hcwc+tnP+47qDbK4gnU73cFmbQ6bbU4FHOtaK0/3Yc1lWDpc96kA+4ogjftp8nETGn6WD8c+7E/m9GOSFi6cOYxDDNNjY3OJ3/s1/pJmTcdsfNRD0WzVeuHAMr8fF7n6Gli4xNT13GKtMT0+zu71J3w39Tg3JZgebm3Jjl5DbisNmp9lW0Yc6/f4Qr2JDH43YyVbo9AZ4vD5a6oB0YZ9crc1aukIqJTMY5dna2mRra5PrN67jctiwjEx67QrZUhO3U+bMwgTlcpn1jU1MwyAe9rK2neaBPgJJwuUQWZwIkS41qdbqnFqY4MlT89zarbJf7jIWtdIf6Ih6j4HRwyaNmIj6sAk65VwaQ5R5sLxOoZAn4JJY362xm3tAIuRhP1chFlDQdQOvYsPjcaI4rNhsVsajPlyKg2KtQ7neRnHYkCSRVrePxTJE7Q84KDXp9fvoukKzo1KsNel0VRbGgtzbypEIuplPhVFkK+lSg1qry5u3t2E04utXVnnr7s7h8bRZRf7GX34Ov0vm5toe37j0gPmxIM+enCDic1FtqThlK4IoMhkL4XQqlBoazZ5Gud7hxGyKhUiQSn0Dt0PCalHYz1XQ+gP2shXU/hBGI5o9FQyoNjtkyw1CHgWLKD36Eay4/D7MZpNo0IMkWrCMhlgtdjpdFUmy4LCJ9PoDFKeMzx155M84MFhdecjCwgLT09PYbLbHPqvvnVMPHjzEaRmg2G10eyrCaMT01BSSM8jDvVXikSCvPvUUE8kob1+9wa0HqwyNEZqq8fa797l5fw2r7MbmCh5u9ygZdMQRR3zSee8aeOnGfYadGqKhIlkEam0Nn8eFVs9x5Z3LH+qN+GFNq2YnwN2793Erdi5evHhYSKrVatgZEY5EH9tGoVDAomukokGmJh6pCbkcVsYWJ+gO+nicDlpdjdevPWQ2EcDntCGJFjS1g6Z2MbU+3/nOazz/zJOMhj0Gau/HXmOhUMAmAg4bY8kY795+iNptc/HYOHpfpTMUMIYDcsUSZ6YjdDoG6/sVSo0uDlnGqcgcm5T59Pl5hqIDcdBEskuEFIGHu7tUDYOw18HWWob9Qg2bzcFf+cLz7OabPPPM00xPjHHlxm2Ggz4Hu5tMxuPYrRZUtUOjM6RvkRmJNkajFrlyDZ/Py/7uAdfefYeAz00gEGA/V6beaOBzu1nbL9HWrSwsLBINbRBzDlH7fex2K16XgmK34nHKNNtd2l0V53iEaDhAs6Nit0p0+0N8homAgChaSIQ8mOaIvVKT7XyNmVQAj+JgLOLHMHVUTcflsBLzuxAEgUTIg4BARx1wYzXDarrEv37tNuYPdfIl0cJfemaR49MR8pUOToeNYq1Nf6jT7GpIVpGQV6E/GHJQbOByOijU2lx+sMfSTIq+Ds9fOMnK5j4WYYRiE3n54jHiITdfv3QHxWHj+YkwiYifWNDFd66t881310gXGlglAd0YoQ51TkxHiAe9ZMotDsptPC6FdrvDS2en0QYGbl+Qpak4jWaTu/stKu0+PqtESzfoqSqyruFwOOl2RvRUDYvFQrlUQtcfySJ/WMP26u13uHH9GuFggL6mYnfIlKs1XJL+2PT9yubu4fT9x8k5H3HEJ52/8E9tMpnkypUr/NIv/RKXL18GQFVVvvKVr/CVr3zlI9cb/fCC5fP5+Mf/+B//Z9nXI4748+CDCe3tTIXzx8ZITC0gyR5U7VEHqMViYX52hnJ3REuXWD8ooVmcH9m18JNK03xUYv3YuWf53Pg4/+yf9ri9vUxnMEIULYR8bsajXorlMulilUQi8djfqTWblGt1/uX/+ttcvXKZViXHbCrMc8dSiKMBg1aO7323QD5/BkESqRUyTCXDJCMBsoUKl2+tcGo6yudfOMez5xb57ju3KTd6eD09TAQQJI7NTSJaRIaGicfjIjk+zu9//w3G43sMvnWZvtZjaTKCZHTZThco1Tvs5RvMjYWYTIaR7VYarS6dnkavZ/DWOzfQum08IgSdVhI+hVzmAMXlBVVjdb9EQJGwDlrsHxiUGh10w+TVl5/CrrgJp6bZ289w9/59Xr/2Xer1Jk+cmCJsd3NnM49HsdJs91DsEhZRRNd1xpMhPF4PpXoXi8NNpj7E4faTqfX43rsPMIYa9WaHnYMiAa8Tt9uJ16VgDjQciptUIkY0GsbldhONRBBsXYqVKtuZKuVaC5tkYXWvcFhAEoBTs3H+6194AcVuoVipMBbycGXlgNffuYeqjwhNHMcdCKMeVCkNHBQOcpj9LsemE6TiMSTRgtpt02m3kEUQ0CnmMpw+dYITx+YoNVSeefYFlpaWePO73yIcGHFsOokVg7lkgGypycZelrur62zXTH7lr/x1liYC9Pt9Xrv0Ln6HSaVSwWLqVNo9rDaF49EYisfPrdU0e7kSSyk/dkngoNRkv9jA5fFx5tQJuqpGoy/9WBHzo7qEPqzI9P4u/3AkSm53HUexQqbYZHFxkWqzc/h8fukEcKRjfMQRR/zn4eOK4B8WC/xxXZLv8WETTrquc295je++9S6h+Bjfe50/8Y3uB2MQwzRYW12h1yizmHAzRCKkjPj2mzeYn4jgcj6a8HQqMpVS6zBW2dvepJDPUckfELf6mIgk6fZUZKtAT+vTVYePiirxIE6bQGOgsraTIez3MZScVHom6UqZXk/D5fORiJrUs9ucn08w0uv02nlSTpOdgxpapUel0abWHWITRfR+j0s32nTbLe6ubTMR9eKUrZTqbSIBN7lyFY9swy1bsYxMEATWdgu0hwJuWaatDqg2Ogw7VXoWA9luo9Ts4XXayZUaKDaRUlPFarMz5rfjdki0W00OckVcNpiNu0mGPNzZyiNJMp3egPlkiLmJKNliDW1osDAeptJsU2+pbGerOB02dNOg2dHQBjohr5PdQhWn3cZCKozdJtLraUgWgVTYRzTgZGiYRPwucpUWXpdMyOvkxtrB4bGcTQaZivvxeZyIAvgUJ1aLhYvHxpgbCyEAHqeDY1NRvvnuBrphYLVa+dzLTzEYDnn9ygMqLZVyrYHFArlKg3qrh1txINutfObCLIIgsFess75bpD80kEQLjEYcFOuMBHA5FYyRhqtnUGs1sdutlOsdBrpJPOQjna9gmCKJoIdb61mcniBz02N0tCFyQ6OY2Xk0ofWBAtL7zylV67N84y1kd4FAMIg/FOHU3BiyLHNzeYfzx6eZnx4D4PjCPPc209T6At96+zaqNuS5py4yPTVFp9Nl497VxybpjjjiiCM+qbx3Dfz+9/ssL68wnYrg9AV48mSK6Ykxuj31I70R32sYeer0ItV6g62dXUbGEFMQ+f2vv06j3WNxfp5mq81OpsT8RIxYLIZhGocTT5trq3TabRwuAdM0sVgsIIBTcWC1GXzr3VUqjSaO4KNGim6ng9/j4djCFGdGQ96+s0mn18Yj6Zj9Hhsb67z66mcfm4Iql4p43S4OSk3urW7Tqtd47swcAibr6xv0yx2eu3ACpw3ubWVxiAYjBCbH4kT8bvLlBg6byEQiTFUdsTQ7wdvX72ExVIIybKbLzIYSzMxGOJbycm3lgC9/4w2Ozc2xu7f/qFn24UNkq0Cz1WYwDFJpdilX61gkG33Rhc0qkivV2Njc4OnZAP6gjUxa441re7gVO3ablcWJOCfnHymCaGqdK5ffYnN7h8UnJvEpdnyy9dF3nd3GM2cX+XffeodmR6PXH2CVLGxnKoQ8dor1DvGQB6tVxByZDHWT+bEwX7uyRjLiY2kqjjmCZldFtlnRBkOa3T4Br/LoX4+TmN9FpdWjXO/y9SurhwWkWMDFTDJIIuRjIhLA53IS9insFRuU6x0cVgmX00HY50ISRSrNLuNRLz1twOX7u/SGIxSni05P46DcxO9yUOs06WoaV5eraP0hn7owi8thY2jCucVxrKLIjfUMlx/scWIqgsNmZWEsjAAoDhsvnolQqnco1LtE/E7WD8okwz6arRYuWwKLz0NMlah08pgjE5eo4xh1iYbCmBYLkbCfSk/giWSEXi3LxsYGBwcH3H7n+0ynIpQFHVl2sDA7Ra5Q5GDlFpbxcTwuma2VfTZ39lk6eZpPPXWG2w9W/tjp+yOO+FniE/GJDYfDvPXWW/z2b/82v/Vbv0WlUjksEn0YgiAAEI1G+epXv3qkI3nEzxwfNKYO2QYkE0kAcrvrRHsqiiLT7vZIJJJMTc+Rrfd54vRTH+lR8JNI03xYkmnh+KnHEkWf/+Jf4t/9rzsII52FVAyfx0UmV+SNB+sU2ga/9tc+fbi9WqPBpSu3yBZLeKwGIavKqeMJzs2PIVodYLVjlyxsHxR4++1LiJLIc+dP8PRTT1HIpjk3GyGfncZlg6hfYWQM8XvcyA4r48kom5kKPq8LfWjQGWhsZUrEYnG8bhemYKXX0wh7bSTGkpTaGi3NJBr0YrVaqbS6jA5GKHYrI0ZkSi36QxOv087y+gazU5NYHG5q9QpLyXEGfg8excDrj1HMF1jb2qbWUlEUF6Jg0FYHHJTqdNUC7nSGl5+9iFNcJOW3UyqVCPhcxHx2TFUC08AtiwyHBu/c2+H0TILZyQQb+yXubmXom1bWDqqMT84SdFr4wZUbBBUrM+MRLpycQRoNubGcRsTkxFySZqmJP5LA5w9Q6/bYy1ewShJn55Lsu+y8fWuVnWwFi0Xg6ePjbGWr/Pxzx+n2dUSLidptE/C68TmtWMwhVx7sICoBepduIrs91JsdlsaD/OrLJ0nv7pAIubBa7fSHJhu7q8QDTjRzhDHsE/FI0Cmxnt6hUGvxcG2Lv/W3/68Ioo1ut85o2CccDWKVJMJ+P4tTSZodlepqleT4BJVmkadOL/Lg4So/uPYuTvGRB5fXYcW0mLx56W3snigOEYpdlULbw1TExexEgmMLc/j9ftqdHpdvrzO/dOKwc/6jZB0/KsHzwS5/l8vJQaXLm9eXCUVjzB2Lsrz88PD5omDh3sPVIx3jI4444qfGRxWCXvrUpz/2ZvMnuf598NrnVBTevnqdSrHA/PQkp08v/UTJ8Q/GIIVCgV6jzNLsBGqnyWa6wOljs6xv7iKaQ3L5EqJo4eHKOq2+gc0how1H7OwUSUX8fObFp8nubVNrtOhrKoNeC9PQqTbbrGdKzE+mHhk+11os7xZBsnFiaYbjc5Ps7u6SV9u4nApzyRFBv4dRr8ZgoPLFl59keXWVenGfc2ePMz0e5+tv3GQ3W0SWHbjsIjvdJmdnkzx3aoKwT6GjDinXmhzkqpyajdHUBtitEgIm7U6bQr1DRbPTbLeYcIUJ++z0hzrZcotOf0C+1MIY6ZyYjjEelkhEQ3S1IZ12B4tg4dxCkhPTCdpdlYl4kHKzh9cp01VV0oUqYZ9Ct6fhlu343Qou2YFNsvBgp0Ai5MYlO3DYrPhcDtyylZ1cg6lkBMVuQbTAVq7GTNyPaBG4v12g0uhimCOa3T6FahsQ+Nu/+Az/4+9f4fNPLhDxuzi9OE65rlFvdwj43cy6/JyYihIPPkpCtdoa2lBnKu7n1voBilPGqSgMm20S4RC3N9Jcvb2GwypRqnZwKXYM81Gx6KUz08iyldeubnB/O8+5hSSJgJtuX6fXH9AfDNnLZwl4nVhFAYERnU6PvVyNL3//LpvpIhaLgKr2qbYfFdOCvjrBQIBELELAKVFb6Xysr5ckSbzyyivIDjutUhpDsJEu1Lhz7yFDA/qIbGWqnK01CQa8aP0+8UQSQ7Dhdjr5tV/5LMcWFg6391FT/0ccccQRn0QkSUIURvzcp557zK8IPt4bMb23QyzgZnl9k0YpjyyZWIcDEh6RfKbDv/uj7/PzX1LoaUMEh4eN3QPeeecdRqaJQzQI+9xYGTI0DPrNJitr6ywtLuD2+Kg3qzzcyZPOFhgPe3n6eIpTsyluPtxCEC34FIlYKMx+vspqvsvURIq5qTGu3l1hY3PrsWtyrVpFF6yMT8/ynUs3GQ/auLti0umoHBRKNFWdaCxBr1NjZOiEg27Gk3H6gyFdVeUgX+LM4gTqQMdqk1EUGcEYYDEHiCOdgMvOy+fnCHgUOl0ViyDw5t0das06V67fovad7yMO28g2CatF4OFmmoEaJOz3ELRLNDptStqA7c1NUh4rnWaZ25t5yo0us3EvDrsEpsDJcS8xt4VIJMpGuki33sBjNXnj1iZdtc/x6QTHJmIUyxU6qs5evkG53Wcn18ApO+j0ulTqLaySSL7SRhvq5CstDNPENAX2iw2OTURJRvx4nDLVZg9zNMKt2ElGfBTrHcwRtHsDPE4d0WKhrxt85uIC/+kHdzkzlyAV8bKVqdLsalSbjzyTQx4Fc5QRzEwAAQAASURBVDRiN18j7HWi/HCiutnR8DplxiI+bKJIqd7j4XaOk7NJZpNhnlyawGaTuLl6wHevr2PoQy4uJogFvRjmCK3VY2SazIzHcDoV/r9feYuQz4Vsl7BJFjrakDOzCSbjfjKlJlo/y/mFcb51dY1sqUUy6qff7xHxONm3Qq/Xo11pcHw8iGwVOD6bwhAkXJ4AK3slwgEP8ZCH11/7JmavzslxH0sLKZrtLhsrD7l+6y6G2iTkMGkXtkjOzXAs6WM+JnNrbZf/5X//MvOp8MdO3x/FDEf8rPGJKCLBo8LQ3/ybf5Pf/M3f5Ktf/Sr//t//ey5fvkyj0fixZf1+P7/xG7/B3/27f/dIxu6In3ne3w0ci8Vo1GusbO1jEy082DzAG4r/SMv/YxLWf1Jpmj9pkkkURbyBED3TYLfUxVbX0PoGRdVCrauSyWZxOZ00W23urGySK5a5sJDCIQmUchkuHkuxNJ0gW6zS6Bm4fEEifZP+ahq708f8iTMM+kMK2X3SxQapRIyV9S3eubvJeCwEgoVivcvX37rHSrqIw67w21/+BuV6l3S1i8dXRzQ1XnjqPHabRMQlEvR7aN/fxOdyoFgdeJ12UmEPu/kqr11bYzYVpqcNKTW6tPsdPC4nxXIZu9dCq1RluDjG1HiS9MEBM+ER4+4QjVoZn9dLqd5lc7/E/HSKC4vjrG3uEA8plMsVHNKIX331Ga7ffkilWub84jifvniM77xzm05XJeFX+PbVNTrqPpv5OqIgEIsEMNQhQZedTrXA976/TMhp4zMvnice8eOw2ak0O6SLTbYzZa4t7xAOx7B4TE6eOsP9Bw948+4uQZeNy7e6yHaJbLlJrd3DJcscm4rx6QtzjMcD1Nsqrd6QvjGi2R2wnatQafWx2Zx84bPPc/HMSe4vr3FpZ5nETIJ40EO1qFCpNlicTrCye0AuXyLsSmGx2fF6vLi9Ik6bQHw6iHhsjDsbGa69+W10fUC21SadL+Nw2LDbbPQHA7KlBu2BwMxEEkwdT2Scq/fWKFVqDNUe585N41NEHDYRt1Oh1ta4/GCXtqbjCE7y/Ge/xMHmA9LlBsFwm0ypTqbYxBOKEvT7uJpeY/70Uz+xrOOPdfkf1HEnFjidOg6mzma+9djztWzjSMf4iCOO+KnxkxbC389Pcv374LXv6vIKvVaHL37+s8zPzTIyR+zsH2Cobd587Q/Y3dnh6Wef+8jpp1qjxfXSDqXcPjaHTLVSYSLiRlFkTEFC1XTurWxyUCjRa9VZ3txneixGxOfi5NwkNkln+eEay+tFLvzyz3F8YZZ3b9xmbW2V49NRNLWDR3GwslfE6w/S0y3c2q7g9wUYm5ikUGngCcV44+p9VldW6Pb7ZAsVAh4H05OTjCMRclkpl0sIgy5PLE2CJDGVjOGWrfQ1Db2vYQv4EDF59elFUhEfEZ9MrdUjX2lSqrZo9wb0hgKz4xFsVgmbJGIYBnu5HCs7OUr5LE6HDY/TzpPHxqhmu3Q0FZsk8vr1NU7PxEnEIjS6Azb3SzR7Gs+dnGYs5uPmyj7pfBWbKJCv1BmL+Cg32tQaLZpdFZso0ur1CXld7GSrCKLAfqGFS1bpqH20gY5hmoxGJnabgGGO6Pb65MpNZJuEbo4QgJ18nfGwl1TYi9Uq8WAnz1wqzH/zV1+m8UN511K1zZUHezxxcgovAoI5xGIRsNtsOBWZoW6iDk2iATeNTp9b61m+885d9KHORrZGud7CYrVhsYzIlBuIFkgEPfylZ4/hdzvIlduUmz1mx8I8uTSOW5HZK9TQBjpqX2c41NnOVnHYHRgjC/PjIT53cY7v39rgtWvrSDYrI33IbDLIE0uPJpBq1SInpiKUByNCAS9qt/Ox59p758DGxgavf/ublLMFvHaBp84dw+V0ceXOCr/zle/wzNlFqo0Wij/KrQcbzE9PMj83+9i2Pi7pesQRRxzxSeRP442odjsI9OjUSoS9VkRjQCgWQFlIMBX18Ptv3eXByirnj89x/MnjbO/u8+7VG0imypkTC1glid1Ck3hqjFQkxOXr96g2e7gVmR/c2iSbK7A0N4ExEpDtVuw2C9MTcXYyZWqNNgGvh6Exwuty0mx1sMsuIvExXnvjCoOheSj5e28zg9ulcGpujte/+33EvhNFMgn4fMxPJik0+mTrHeqlCmNRP/F4Aq/HRavVxO1wky7U8PncuNxudIZcv3WHYrFAp1VDsAjMpkLMJIMIgoBbsTM3FuL2RoZCrkDvoMKpmRjT41FK1TrTySDZfIGOqjLQdQzDQyLg406xQrXZxiqKfPPKOnaryEzcz1jYS7XVIRl0Mx71MBgO2NreZW2viM0q8uSxJKv7JTBNbq3ucn/jgFjYw3augWi1MR6P8XC/zMpenpDbjlO2YbOK7BXqVBtd/E6Fk7MxAl6FVNiLx+Vgr9BkMuYn4nfRHxjEwh7WdvLcXMtQbamYoxF7uQpn51NEAy5mxqIkIz6CLgeFeoelyRiiBR7s5GmrGrlaG7/TQa3dw++WGY/5yZWbbGUrTMX9SBbLo0mr8RC1bp+JqA+n08mc28vI6CMKsLZXQB0MGY/4sFpGaFqfdlej1lHxe91INhtep8J4NEBH1ah3NJIhD1uZCvd38rQ6Gtu5Gi21jyLLZEoNXE6Z7UyFktIid1ClXsoyFgmQLbdQ7CJ3ljexufxoZhVfIITf42Rra5cHt95lbiyCqlkZDHSOz00ynujx3/3P/5qUX2Ey5iUcCDGZDLC5vUcqGkR2yPzv33iX05PP4/U8ysN9cPr+KGY44meRT1z2y2az8Wu/9mv82q/9GqPRiI2NDfL5PPV6HUVRGBsbY2lp6S96N4844s+NH5+E8JIr1Xi4vsNQcBANjTM1M/fHJqw/yny71mhwZ2UTweHl63/wFWqNFlqrwi/93EsEA/7D5T6YZMpl0nzm+Sdxu5ykDzKoao9QROG/eOJF1je3Wd6voNuDyE4XgsPLdCrKwlSCg0wOUbTgdclYJQmvW6Y36GARYH5ujrvraVz+KMlEkrt3b/Pik6cZYeH+8jqd4RaXH2Z40iIDJnv5Fnv5Kq1Ol7NLc/R0C61eH4s5pNdp8cUXz3FqaYabdx7giqWwONyEA17+0ovn2d3bR7QIVFsaXpeCqg24vZnjwXYeU7By8fgUJxemaeoS2Uob1YDv3VzjuVMzlFt91i/fZzA0MU2TYqNHsaWRHBvnN3/xRXLFOmfmk6TiMV67usLSTBKbVcTv92K1DNlJFzh/YoZ42M+daod6d8jMeJRbGwW6A4Pnzy7gkBWMUY+ff/k4jWaL/d0NDF1nJ1MiFnBxdyfDym6Rek8nV+3w7755lYtnT/G0M45FlMhVu+yUu/z+966xlylycibOzz0xz6tPLTGTirCWLpEr1fDIdlyynWxNpVjvog677JT7nDt7ivMn5tEsTibHU2xsbjEWUrCZXURd5ZVnTnHr3iqbewVKlSqleoeVvSJ+v5++AfV6DadVpKdpGCPw+AKMulXMXoO13QLDwYC5TJ2pRIiBbtLoDfEGI0RcAQaayiuf+RwbGxv87u99hanxMTzBCDMhK4mgG2Nk0FOHZMtN0g2D+FiMRDJFIpni9de+yVffuE0sFGRmehKnonD13tphkfXNH3zvJ5J1hB+fDDziiCOO+IviJy2Ev58/jazt41PRkxxbWHhUyLpxm1alyHjUi+/0FIVm5UMLWe8VvbRWBa1XwT8XR7TobJcy2EYh/H4fjd6Qnmnh3eu3GA8qlIwumDqddgPJ4eC5iXFUrY/dIWO36DRbbdLZPGMhD8mlMRrNFjeW9xARGGCl3e3RVHVOLM7S6qpsHFTIlaqEE1nSO1sIuspkPEDKKxFwOzAsBlvbW/SiIWx2CZ9dwq342Mo2effuGp12i7DHxnQ8wJUHu/T7fdb2SzS7KrsOiXjAg80qEY8GeZDTiIX8XFhKEHTb2cvX2M7VKNSanJ1LcHIyjM8tk6+2+d6tLQZDg/PzSZYmI/zR5RXWD8q0dQtul5uZiQRb6QI2q0ixXEfXB6imBZtNxDRHrB+UUbUhtWYPi0VAN0dYJQm/x0F3Z8ixiRAIAg+2CyiyFa9ix26TiAXcfPvdVRJBD9PJALGQG7/bgWGMeO3GBq9dXefisRRffO4UXrfCSLQTCbkolFs4HVbiAQ9ORWYs4kUcGeznG4xFvWTLLXxuF7LLhW5aEK1WKk2VtmbQM+FrVzYY9Pt4vB4iHjcXFmzoQxWXXeT0TJy7Wzm66oDxqI9oEIrVFuMxHyt7ZVyyjf7Q4FNPnSJfbdHoDrh7fY258RhPn5knGXAgWwX6JsjeJslYgG41SzLoYX4iBhaJ3WKTO8ubKN4QPp/vT+TrJUkSkiQxOx7l13/+JfLZA3qNMgGvi88+e44/+t67/OFb94inJjg1FicUVzl9eukx2aT3ZJqymX1urT6SBTzyOzjiiCM+ibx/0vnhg/vkdyRefO4ppifGHrtefZQ3os0hc/XSJcIy9CojJlNRbFYfIb+HkRnn3GKdKw/WSL50kfOnT3D6+CL/9j/26FYLPNzKEFUloslxGuUsfqdE3e3k9uoe09PTZBs6LreHcDhGOl9it1BnqBu4XU4M0+TSzRXWDwpsZ6oUmwMqza8zPj3LFz/7ad55sEVlYDuU/F089xx3r13i8uW3CHtsnF+a4sRsinqzS7034LknT3Dz/gr3Wi1qmoVqd4jVYbC2X6ZYqWF32Li7uo9PsbG0MEMq4GTdGNKo1Wn1NBbGpuioA+w2iZ7ap6sNCXoURuaIuOLC7xDIFMsszM4yNmkhH3ZjQ+egVOdrlx+SioZIhn28+tQiPXVAu9dHcUhkik38MxFsEkT8LkzDxOO00+pp2K0WZJuVvq6jagN8HgWrReDudp79YgPTIpGIR+ipA5IhO1ZJpNd9JOOfr7bp94ccn4ySingZi/qJ+pzUWhqCMGLroIgFg/GoH1EQuLayz+ZBic1MlRtrB0T9LuZTQdShTsjrBuq4FAcul5NTIT9LsxM0GzXC3jzfu7XJ5YcHnJlNMpUIsF9oIADd3gCHXSLglml1++zma+QrbRTFQSToozMQAIFatcXSVIzhUOfbVx6ym6+RiniptnpUmh3sdht2SaTdVRlLJrA77EzGA7xxa4N2b8DQGJEKu1HsVjrakP2GiWFxUGmpCJY6umEgMaI7MDi3NMPLZ6d5/eoqG+kimn7A5KyTC+cWadSrvHHlBtVygZmQm1PTUawWk83NTYqVKvMTCZwiiBaIh7wEgyFi4RCtZgu108GtOHFIAsPB4PD86fZUbI5Hcs4fVag94ohPOp/oyFYQBBYWFlh432jqEUf8H40Pm4SQvSm++Ksv/EQ3oB9mvl1rNrl87TbaQOeVZ6cJ+n1cL+2g9Sosr2/yzMVzh9v/YJJJ7XaYmQgyOZ5ifmbqsb+lyA6s+1X+0l/+ZQC+/gdfodzM4XU7qcgyhmFS76hEVBW116PTblLvDnB6VQYm6Oaj7Qw0lXjEQyQcZHYyieyQuPlwB8UbolZvkm3qeP1hPv+Zl5mbmaTb6zPotTg+P8XvfuU7JGIRZibHqVaqtOo19nJVpmNexNGAat3DZDzMvdVtHm5lGOg6m9k68ZCfX/zscwxEBzZZZs7tQhLzRH1Omu0O33hnhV63TbvXRxQtNJodCk2Nv/KlV/j88xeplvOUqw2mYh58Ph/9vkqpWMBiDDANA4ddYStTRO0Pqba6ZOs9JNkJNheK28fTFxZxyhK9TotTi1M4ZTuN2oCLx8YZ6CP6Q4Nvv7tGyOck5JWJB0SOpXzc2shRqHd47QeXGVkkIqEA71y9Q7laA2B1r8j/7a9/inOLY3TVASGvzM2VJhuZMrPJAKWGis2hYHUHmVs8zovn5rDabDzcq6DrOjfv3scx0Ai5Xai9DrItwuc/9Qz72SJf/vr3KbY0amqF5/1B9tJpPA4L0+NxAu4o5XqHlYMqlWqNmbEU9IOcnk9Rbva4vV3izPF5Fsb9ZEtNBLsL2elCFEWazSbJeISJmJuBaWEg2PF5XQyHOobRJRULsVXOkYj4+dbX/4CF+QWOHVuC46cQTJ2epjIyZOZPHz88V/40XXVHHHHEEZ8UftJC0Pv5s1z/3r/u5u4eBzvrnJiM4BCG6NIIr2Ll4tljvHtn9bFC1ntFr1/6uZdYXt9kfb9IKurF7XLyYHmVrWwNm8vPwmSCkzNxjGGfb3znDbyKzOLcJJvZOq9duoYoyUSSE5wzBbZ39jANnYlEgNPHZtF1nYfrO4zUOr/y6fMMDdjJVvjD197CqchcOD5NNRWlXUxTq5SYjAV45eICa7s5vIqNgMfJVrbCTqGE1SIQOzlNvlSh2VERMAl5FUaGxnA4JOCyMb8Yx6XYkUQL1WaPd/P7eAJhJIcfi6WMYY7YrgwQGLGeLnLt4S7JkIf/6tXzOB0S2mCI3Wql0dawWUUifhfJsJdTcwlmEiEMi41SU8U0DOqtLmv7BRJ+Ba9TJhFyU2v2sIoi97by3Fg9IB7y4HMpOOwSC+NhxiJ+xmNNZpIhZpMBYgGFRNjHXr7GRrpMva1ybCLCZy7M0OvrbOdqLO+W+N6tLXbzdQCurRywMB7DwILDbsFlh6mEj5AnTr3d5cF2EYdNxOe0s9rX2C+YaIMBumlhegCa2qPVUVneyWGTYDKZpNQx6XSH+Fx99MEIURKoNbu4I14Ei0Aq4iNXbbIwFmJlt4hHsTObDHJ8Kkajo7F2UGU3XyfikYkH3UzEg8zEvQRdFpyKTKmpUhk4iIRFEESSY1O4hB7lZheHrJAI+2mkq5QaXYKpBOOTfzK52ffOuYDv0Xn3nm/HoD9kanqauC3EX/v1/xJJkvje66/R+eG0Fjzu/TXS2sykQoRsgyOPpCOOOOITxwcnnV+6uMT2+jL379ykUCof5gU+yvdV13WqtToH+3tMnUyxNBlDN3Ru3rlHT/uh5Hu5jtZp8sald3C7nExPjBH0e3jx7DTGcMDKTp5wwE166GE3U8BuGWEd9TFNE38oyuJUgrHJcTK167TqPSKRGEGfE63fZztTpt036OsjTsxPMTmWQNXhxt27TM2d5qVPffown5Le3aSQz6JYdI5NJmh0+vT7A2S7lXZfR5Ed2EUQRCtnLzzNxvoqN5bv0mm3cdkFjk1EuXx3C61vUG80KZZrNFpt7m3nSQQ9eFwOGq0u5mhEf6BTb6kE3ArVlorLIREIBRD7FgTRitcuYcYS2AZ1njk5QaneZajrPH1qmmFfJV2okQq7WRyP8C+/eZ2DfAOPy4FumAQ9CtW2Sk8bkAi4MUyTg7JKo6uynavz3Ilx5sciXF/L4HLJGIMBS5NRpuJ+yo0uVvq0O12KlRaVVpfpRBDRInBnI8fK7ojZsSjXVvZwOezsFhqUG12K1RbFWpv1dJnN7KO4cb/Y4Ox8Ao9sp9LoUG91kR0OTsymiAXcOJ0OYtFFrJLIYCRQV2E+GeD6yjbv3t1mLhnk9FyCqbgfi2gBRkT9boq1Dqo+wmpXMHWDZDxCr9el0e1jswrIdhvXVjPYrRIBr8J4PEDA7WJ1r8CDjQNOLMyyla0QdNmotVSskoUvPL2AVRTJN/pEkpPYuo8aU4ORODNBcNis7OWrNDoD5sdjLO/kGY0g6HESCwdhZPD2O9dY3tzF6bAzlwqwODOOS3HQ7XaIhJzcWlklf7CHW7FRb7bQDfD8MG4PBgPs7zUp1Uq4PS5qzSYAvZ5KtdkhMfUot/1Rhdojjvik81ONal966SXOnz/P+fPnOXfuHIuLiz/NP3fEET+z/HlMQnyY+Xat0cIhu/hrv/ijqaNSbh//XJz1/SI7+wePFYjen2SSnY++9Kw54dHNtPaocyIciVJrNh/70pOdLvpDg/tr21QqDa7e3+DOw1WWJqOEfE7sdjvBoMiDlXUKtR7OoI1mq43NIdPtqQC0Oz1GVievfPrTuBUby6vrKAWV584u4JTt3Lq/QrFQJBn2MTEWJxz0kM7kefLcSeKxGNfT++xkisTdc3TbbTwuN5FYnHCtxynZjdUi4AmWefmpk4ysbtChXC3T63WxiwYeF5RKKk5ZQlMFxpMxfD4/6WIZLV3h+Ow4suygqQ7ZTOexiSNMIU270aBpGTIZC1CvN9F6PQIeF8fmJrm7totDdjIxd4ZGu0Nvq0pHG9Jo90gEXchuH41mE8WpkIwEqTQ7uGQ72wclJuM+hv0+U/EArV6fcMDDdrGLZsLdtV1++3f//eH777Db+MyTxzgo1FFsImMRHyG3zFwqxFt3drixmiMe8WNTvAT9fgzTxKUolOpN7DY7V27cZn9vj2cWQqQiPrShSbVSotPrMjUWJx4OsJlrEYhEyWQLWEYGT5+Y4qmlcUxzRKWlEfS52C61kWUbHp8PWVF4bnqM1f0i2lCnUO1gc/kYIhFLpFhbW2N7axO7zYrX48Eh9BHNAeV6G5vNiomFVkel2x8imSqF3S2GjRzNRoP2YMT0sbP8jb/5t3C5Hg++/qSyjkccccQRn0T+NIWg9zqL1zfW2V/rsjA3y/hY6rHO4ve+czc2Nn7Ma2l6evrw2mmYBu++e5WQdUDEa8dht9Nq1GjVu+Szjwoa7y9kvZeADwb8PHPxHDv7B6QPMhQ6I3J1jaRHJO5z4zC7YAzpdbvY7Q7iqTFkTxCx2GYzU+dLn7/I9MQYNyWR1958h26vS9glcpDJUWt2aDUbzMd9nFiYxmF3YLHuEouEcctWRlYnyfFJ6vl9TF3D45BY2c5g6jptc0DUKxP1yWSLdfZzRY7PjbGdrWKMRCymBasFTBOGwyHPHJ8gGfWBadLT+kSCPlo7bUzRjlWS8LjkR0WnQYe1A5PtfAsTODEdo9bqsZNTMQ2TvUKd+bEwumGgDoYAeBQ7awcVphIBBF1FHMFE1EOmWGfY73NsMspgoGO1ij80iBYwDINWb8hsMoBgsVCpd2h2VFwOK+uZMgelOowEDAMqzS6DoYHb6eD5kxOcnInR7vZ5+94ev/vtWxjmI79ZQYCnlsbo9jQytRYz8QAe2UrA7SBXaZEu1gl5ZdKlIWv7JZ5cGmMv30Ad6NzdzPJgJ4fPaadY79LThixNxOgZQ4xWmbBi5/R0mIlYgO10nnoNutqAjjrA75a5t5njy2/cYzg0mUoEsIoi8aCHsM9FyOdmPVOmXLawtpfHIQr0BzqlWpuqJrGdb7Cbr2KXHknfJlwuuqrOQjRAozek2uyydVBEE1089er5P7Fn4fvPOdEikkwkD31KI+kMD/erh+fRB6f+3/P+SkZDFGtdLpw8wfzM1JFH0hFHHPGJ44OTzoZp4FZslLJp1h7eQ9cNgn7fR/q+7uzs4JJ0jh9boNkqUq/VkG0SCZ+D16+vIcsyEbeERw4RcY7YWHlIoVTGZrPTbHcRTJ1hr8Gpp09z4eQCO+k8l67doaZCd7+AEogzt3iMaNDHhVMLtNspqmoH2SUywIooShgjCwvHFvjVL7yMJEnkixX+3dffIjZ75rECWd9rIXFhnndu3CdXrtJRHHyj2mBxegyXS+H63Yespku0NYNU1E9IWaDfidFtlBkONC7dXCMW9nN8aZGbD9ZZ3dxF8XjJ1btIFoFrD/cRjo9Tb/U4KDdxK3aGhklbMzg7PcfAMLBbR+SrTQIuG2avQabeZCLqw2Gz0hs8kmwtlisUKk2ifjeKTUKxSzzYLfCFpxYoNbrEAm4aHQ1VG+KwW1EcNhTZxqcvzJKrdNjJ15mI+Rg80LFLFrqqRsDrJByO0FazOCwiss1KIuBmN1cFi4WF8TAWAX5we5eW2ifi97BfbuELRWkONB7slri3laU/0A+P/ZNLY7z6xDyTiSAjBAqVBqv7Zfr9AYxMMtkC43ETm83GyDAo1dr8ymef5Mq9TeJBDyG/G5skgiDgsFk5Numhpw25v53HaZfQNA2fN4DPo6DIdoyhxtpeEUW2IopWNnMNTjnspItFNtMP2MlXqbU1fuNXvsCtewNW9ksMTAObVaRQ7dIYShiSQk/t0+sPEAQBY9AjVzEQhRHnFifIlRukCxWylTZdzUAfmfSGIyZiA9xOB1GvzNAYUe+ZhEMBJGFEqZDDJhhEvHa20nla7R4rewUunljA5/UA4PN62BpJ3Fldx25V2MlUuL+8wcAwUXxhwuEwq+vr/ODyVRR/DDiaXj7iZ4uf6qf00qVLvP3224fPnU4nZ86c4dy5c4fFpWPHjiEIwk9zN4444v/QfJQB93vSXqGp0GOydTaHjGjRSUW9pA8yjxWR3p9kT6TG+e7XvszJ8QATiTDOiIduT2Xj4V0epGt85kt/9XC9RGqc73zjDylnOwTcMsmQk9FQQx/2qdR0yi2NnpElEIljIJIuVPnt3/09fE4rigSFSp1ae4A3FOfpi+fo9lTSlR5eb5X03g6JgMLJsTAJRQdT5+bNm6h9g51mm1qjSb3VROsPaHfa5AsVhnof3YD76zAzN8c5j5dLV67hcPvoDC1ovTYOq4RNFDC6DQJuO8vrO2zt5PnFV54g+vQpxuJhyrUW15Ylak2N//Tty5w8liceT7B09klWl++ztZ9F6w+4v91GsDqwW0yEkUky7sLr9eIPxfjVE2e4dP0BpVqbJ88dZ2kugdau0m61WdlMYwxVKuUym3s59vNVRFFkMu4nX2pwfCqCU7ZRa2s8cXKeYuMe/+O/+hbV5o+6YE8em+Of/9b/hdWVFeqVAiPBQkcd4rBZiQe9TKXCVJtdzp1c4jf+i19E0/p89613WN3YpjO0UGr3WV9ZplKpcGfUxWmzkIwEiYatlGs1KtUmB5U2I8nBzNQk6w9uE3I6YDQiW24xGBq01D4+l4MZycbd3RrxWJJgapq93D7NdpfNfIeL589hjERsnjCapiEIAsO+ht/no9Fs8MxiFK/dguSwMTQMWprGdr5BPBKkmM9iqE0uXJgiHJgmky/zg5tX+B/++wZ/77/9+zgcjsP346NkHT+qq+6II4444pPET1oIf39n8anpKL16EZegHSZvnvnhd+p+oUrXsDLsXP1Qr6VEapyd5ZvYNrdo18s8++QxYuEQXVVjZLFy9sQC9UYZw+ZF1X6UWHh/Al6SJOZnppifmcIwDb7/gze5eneFQi7LqXEvWqNEqdZEVVXKpTyhgI8nzp1mPds4jEUsViuNrk6rskN4Lsb4RJBiNo2VIcXOkJ1cFZswYi+TZ3YsgmSxUB8a6P0W+/kybXWIyzqiWq3z6tNLlOptCtUmQ13H0HU20zV+71vv4HIq1GtV7us6AY9MplhjKubDngzQ6Kh4ZTvlnoDgkHEqBrlKk822RrNewd5XGMg2EhE/jEw8TifVVh/F3iERchH2Oal3VCzCiHZPQx3qbGSqDHSDwWDIQaGObuj0en0kSaTc6FKqdzAZ0VUH1NsaYZ+TWMDN6bkY97eKZMpNmh2NTKmF3WpBsolUGz1mkgG++PQSHpeDG2tpBkMDqyQyAm5vZPjvf+9t7m3lD4+XW7FzYjJCLOBBEEyOjQUxRgLXl9PUWypBr0I86MGl2BkMTdrqALfiwG6TkCQ7y3s5Gq0ufo+TF8/O4VTsZCpt9K7K55+cpdJS8cg2kiEXTmuMvtaj2urxcKdIttKgVO+SCnmYS4XQzRGVVo9bGxkSQTeCRURTVe5t58mUmpycjWOXnWTaFnr1Ju1Wl6BbIaAI+OwjGq0WPV3A6Q9TV4us7ucZ2dzMzJ1CH2h8++t/+FhM/FHJmZ/knPvg1H82s89Ia1OsdfGEokyMJcjmspRLRRqFPb62c8CX/vKvHCWHjjjiiL9wPjjpLFpEFo8t4fMHKLcHXLu/yRNPP/uRvq9725vYGGIRTJa3Dwg5LZyZHyNfaxNwyyxOJekbIwqVJolIkAtnF7h8ex2ry0em2GDQrhIJ+lCUR3Je0ZCfSCTG+NwjlYubD1Yo7a0xHvVwejbJqYVZ6h2Vje00b93dxa04iAe96IMBtXqT7g8nO2amJylkM0R8jsMCmdauYHWOOL+QIJMv8eSZY+iGwU46T2u/jEX2EIpPUOnuUytmeeL0IsVCDjkVwGazc201i9dmpdUboA5HHJ9NMTMeZyHu4dq9jUdyb5ky8aAbr8tBp9rn7l6d5NgkyWScu8tbuOwSEafA8YSd71yvcWcjz/pBma1MmVTEj88pYQ6cuBxW+gOdfK1NMuQlU25xfS2L22nj/lae8YgXn1vG75aptnq47DbmJyJMJzSurR5wUG5SV03UQouRPmAmVWY41NEGQwYSzMR9mMaASrP3Q38jAacskwh5ME2B+ekEdcPBMy98in/4//mfebC6f3jMZbuVv/rKac4vJDg7l3g09VxoMB7147BJrB/UUGwC/aFO0G1HGJk0u33Wdgt8451l9otNZKvEQbFBqd4hU2kxlQhgl6w0Oio2qxXDMLh+fwuPx8mVaypqT8XrctDoaCxNxfjsk8d5sJPna5dXMUydgEtmLhXGGMHbN+6RzpZw2CwM9RFOb5CthojPqyBYRLraEJ8sciLho1yXOChWub+Zx+Gw0+oNaHSHfOGlJ/namzcRRZFoyEux0cPl8TE77WcqGWZ9v8T1+1ucm4txZnGKlqYzFLqU2/uYpoWR1cXlB7t4fD5iIT/Ndpe1gwoWZxDR5qLS1vjB3V1OLEzjlV1841vfYXtnj1A0xvMXl+j2ekfTy0f8TPFT/4SORqPDx51Oh3feeYd33nnn8HeyLHP69OnDaaXz589z/PhxLBbLT3vXjjjiZ54/zoC702oyMx15bJ1wJEpudx2n7EBVf3TT/GFJdm2gU2318Ps0BFGk1dOotnpo7+tMeY9ENMygNUTrtvnMxXlMQ2froEi62MAmuzFGdkSHlznPCF8gQDSeZHNrm8v3V7mxnuGl554iEY2yvLZJptygo0sM1DaeoJWff/kiXreT3f0DrMKQTq/Pt69v0h5Y+dr3r2Eze6RiIfL1Hu+uZpkdjxDyKiBY8Hq8IFkpqBI9XWA7XSAa8hILu/ElnHT7QfKFCmvpIs12l439HOrQoFJrka/UsCDwwrlZ8tUOM4kge7kDhqbEndU9Em44vziOxWqjUKxQa3dBEKl3VC7f2yaWHEOSLAjDDhNjCV568QWuXHqDuNNgMiyzny3zcCdLp6vidFj53JPzrO+XCLjsFKtNon4HoxFY7TL/9js3+X//b1877CSWJJH/4f/5d1man8LrEohFQoTdNp48d5xmo0E2l6ehDplIxYlEdG6uZzD+wzcQLQL7B1n28lUWjy1RK2SZisgcjy2QLpS4tbZPutSk0h2gagO2Cx28kQnOTPip1vIgSrRVlVy5STLoxe9RaKsaFsGCPhxQa3SZnPPx/AsvUCgUuHf/AY3VA+yhcewOBafTedg4ICtOZsbibG+scfnuNh6rSTzsRTdHj7qzmion5mNkc3l++TNP8/TZR9Osx+cmcdgl/vU3rvKP/7t/xFPPPHuYJPowWcf3Ptsf1lV3xBFHHPFJ4uMK4eliDbsvzvdef+2wacQYCfQbeV64eAqXSzmU1hoLu7m/uU6j0UJ0OOnoEm6rznPnT32o11IoHMETGee1N16nr/bJlGpYrSKVRhfF42NyPIUlk+fmeprg1KnD9T8qAS9aRELRGHZPhTur76A1S49Mm0N+Jk7MM1Db5NI7rOwcEJ9YPHyNd5e3ObUwzezYE9RyO2CRiEVDnD8xy36pRaHWo1wusblfIOJ3EYvHKG6XEEZDxoJOxIELRTJw2CTqnR5LU3G2sxXubWXJVtukaz2KnREzYxa20hUmQjJT0SiYBuPxIK1un0ZngNUdZGCKmL02zW6fdL5C9iDN+bkYSxNhhobBXrbC9eU9ZNkGFjg1l8QhgeKwE/G7sQhglSR28g1Ei4WA180LZ5Pc2Tzg+kqOWNDNRDJKPOSh3dW4sZJhLOqj2++TsrkxRybZwiOvpZDPxR++s86phRQWTGyiBd9xBx1twPJeiUTYw0G5zeJYiFZX49985w6v39ikP/xRvPbsiQniQRfxoIfTcwlCXoVsuUVPG7C8V8TrtPPcmVkKlRYbBxWWZuIUKi1283UqTZWJqI2nj43RHwxZ2X8UL4xHfOyXGiT8LgJuBz2tz/pejrBHRutrBDxOfC4ZwxxxUGowHQ9QbfUQLBYCbgdDQ6TY0Gh1h3icNiwWC8ZIYHosysjmZb3URxJ17HY7Y1Ef9pFKu9lkaTqFbsJmvoXi8jM/7+Xd9RL94ZBqbpd6yE4imaRcKPLVyz/AKrs5deYckx/iMfqTNJ98cOr/1uoBM6kQF06eYGIswdbmBr1GmaDXxcJYhMZq+ig5dMQRR3wi+LBJ5/emL5+4eBFlv8qnP/vqh66r6zr3794mauuxEHVSDQXYydfxeZ3s5usEPE6ypSqJRBKPa8BwOMTrcZGKeim1DUTZzVtvXeblJ0+zl8nTbHfZz9U4qLQYE0Z4BZXjCZmBLrC8uoZjpKIPNPpYsdgcHFtc4OmT02SyOa7c2+TS9fsEQmHmF44RSI74j998k3NzFw+v4a1Oj3ZhD6fDTqvd4fe+8SYXjs8S9HkQhA6uSBTJHUbMNri9vEG5mKddL6HrBr0hWB0uTs7FGZpgt4w4MxPHNAZcmIti9HvkKw20oUGx2mav0EC3euiOFAzD5Nb9DQYDjZBNICQrPNjOUW32eHppjHytgxb1sTAWolJrMzMWIRJwU67UWE+XqLdVZhIBLBbxkS90b4CJyfgIbFaJ2VSIqXiQTLmJ1WrF5XDwIF0lGAhgaG38Xhd+p4RfsVDShmRKbaZiPoa6Sa7aRNWGGIaO02HFYhG4v3mAsGtFG9n4W//3/xfVevPwmB+fivHU0hinZ+NE/R4cNolOT0O2iViEERaLBVEwqTQ6RANuAm4H97fy5Gsdji9McnNlH7v1kSeiORrhcdqpNjvkyi0mY35GI5OhPmTtoEI04OGUI07IKdGT7GxkKhgjCxaLwG6uQl9VWRgPMJcKYY5gba+AxSISUixU7CKSJOL2BVFREBGot/oIwogxn8RS6pHEsqb1WZqIYpojlqZTDIdDrq1myJYbpMJexmJBjs1NUqw2mUqEaGs6fq+HYzM2Xrt0i5jfgWQR0E2BtjYEm5upRIRXXkrw/RtrvHl3D4+SRZEdVDs64eQk86ee4IknnyKdTpPe2+HSrXUq+QKf+dTLnD6+eBgTHE0vH/GzxE81kv0H/+AfcOfOHW7dukUmkwEeLyoB9Ho9rl69ytWrVw9/Z7fbOXXq1GNSeCdOnDgKvI844gP8cQbcjfaAZkt+bJ1YLEajXuPOnTv0DCt76cyHJtlzmTSvPHsRt8tJ+iDDQbWCLCucOnuBqU6XXCbN0tLS4bIvPHOejXU3ll6Zem+Ayy5x4fRpziAg2F1Umz1uLu/w6Zeepd4zeOKpp/nU809TrdX56rffpG3IrGUbyE4X08cvcPXddxiqHUZDB7VqmV63Tb+vUms2sNslBHPI1OQUgijRqLaptMukphdIzlhxWg1sDGhWK3zje2+DEsKquHHqItlSgem4j0TEh8vtoViuMRyksQgiF49PMpcMMDSHZAtFFLuNmYkEGnZy1S06zRrzMTdv3d5AFvrMpxLoJkimiToY4nPKZCtNVjoaQb+XSMDL9m6GsD+A4ZA52N1ia3uTplNiKual1mqjan2m4z58bpmnT82gGyPs0iMJl2y5jcvp4nt3N/nv/tU3D49hPORlaXGOVqPM9y/liXgVYl4rIe+j0fBAMEi12cG0tJlKxam0ehSaGbxOBzariBmPsHFQYXdnizOTAT775BJ9XScecoNF5PpKmhsrB4yNj5Ecn8IXn2Tu1JPcuHaVSqGALJo4FZlco0vMYkWy2umoA1Z2cwxNgcnJcUbmo47qbLGOZHNQq9Xw+QWcTicAkUgEp9PJyq3LCHaZdKaATRiym68y1HXy1TY9Q2JzL8N0IszFk3MAGKZJJp9HkQSWxgOM+jV8osob3/5DvmUITE2M41BcWD1RSqrOQf2RwepHddUdccQRR3yS+KhCeLpYI11qMDYaMRELHjaNfPsHl5mfiOFyKYddxe95ulgkic1cjS/95VfY294kIhsf6bWUy6R56VOfZuXhfUx9yK31LDbZzfTEBNFICFEUMUyTvWyJsy//qBj/cQn4bKlBq9UiFfHilAY8e3YeYWSSKVZpdfuY+oAr9/e5aA3wtW9/j5XNXfazBRbGwuSsI2r1PvnKLjbLiFjQw6jfYXk7z9MXzxAIRvAoAtvb+zRrbX7585+iUc6ha22K5RoL41E6vT67uQrDoU6t1afQ6OCTJZ5+6iwWqwLDPrNxNxOJMKYgMpWKYBXgylaDXLn9wwSJhW6rht4u87mL04gWCx6ng3pbxe2SmUiESecfdf1WG10sAkiSytA02c/XkO0SdpvIZCyAqguPJPQsNp48PsGJmTipWIR763v0NY3TszF+4bnjvHFnm3Spiddp5+Z6h+1sjf7QQJIsfObCPI1OF7/bgc/tQpIkrj/cZXW3iFexk6+2KNa7vHFn+/BYuBUbTxwbQxQemVYfn4zitEskgh4CHgWvS6bbH7CdrfLKBROvW8FhkxiNBEr1Lrpp8tSxJGMxPz1tgK7r2GwWdnJ1au0ufbVPXRQoVpokA262clX+6NJdJqI+5lJB9ot17m7mmYj5+dT5Gb729gptbcDc1Bhnzo7x7u2HpDN5Qj43FslgIhHk+OIxdgt1trJVGm2V6agLW9+KiEGnb3Br7YBIwINiF3nt0g1qzRb31rIcm5viN3/hBUSLhbeu3UawCLxwapJyrQmdPBv3qj9W0PlJm08+KEEdsg2Yn5kim8vSa5RZmp1AUWRavS0W5ma5eO7EUXLoiCOO+AvnzyL5vbOzw1Bto7isLM2NYbMKVCoVDkptlrdyLExG8bpdOOw23P4w1Vab3f0M+mDI5k6asak5XPFZir0RD/ce5RQc3iDjgsCJmSjpnR4TqSWmxlP8b7/3RyxvHVDv6lisds5eeBJrpcrdO3foagMkUSTgdaHYBFqtBn3TgiAIhzGIYRrk83loN7B53QTdMrVmG9tIo17t82A7w/Y7qzz74iuU8weUtQbVgozPZUW2SrgVGcFisrmfp97skPDZsAo6DVWj0+1ht4qE/C6qrT57hTpObxiH7MLqMLGKAq1GjYhikMlpXLvfRLbbefL4GHOJEF+7ssJ4xMdUKka53kawSCTiMUZYKNS7XF/JMJt65FtU72rMJYP4XA6eOzWJx+lAtAh0NY3RaES+0qTZHbCfr3Fq2sYzTx+j09NodTQiPjdOxUH7oMhmpoxpjsiUWpxbSOH3OFnd38MqiZyeiVFodPmXX7vKe1laqyTy8vk5/sufe4J0vspQN/G7HbR6fXpa54f7YaFYbZOrtslV2owQ+N7NTbYyNSSrgxfOHePhxg5WS4igU8Q0hrxyfg6P08bb93aI+t1o/SFbmSrxkI+xWJhmd4BstxGPRugOTHZyVfbyNXYOynS1Ac+cmMAwR+hDg/FYgFTEj90qIolw0BJIeHxsZEq4FRmbxeTUmIuwR0awCOzmq4iChcWJIE6nQt8QiPidPGl10GyrVBtt7FaReFzDZrMxHOrYJcgUyoSDARTFQSIep1RrUGp2ydWHPPv8CyRCPva2N4iFg5w4vsT2zh6ZShVPeIpnXvkC8/Pzj8UM33sdLh6b4PSJY4+dX38S39Mjjvik8FPNpv3Wb/3W4eNKpcKtW7cOf27fvs3+/qNRyQ8WljRN48aNG9y4cePwdzabjZMnTz4mhXfy5EmsVutP8yUcccQnmj/OgLvaqZApNx5L7ogWkXhyjBvLu9gcXh7uf3iSXe12mJkIMjmeekzyDmAvnSG/Xz2U0rv+7jvEPFbypRJPnZwhFXLhtkEsHKJYrbNfajEcDPAoVkSLBZvDdritYMDPk6cXqQxsfPqzrx5OV2W2HpIKuUhEfKysbyPbBFwuF93egPR2hk6nTS+XxesPkEpG8QcjuN0uOp02Dzd2KRQrVCoV8tUOZy/4mZia4MS5ca5fuYxmmLT6I0qNAtvb2xSKZWTZxlMnZlmYSuDz+vj25duMx4I47CJrGxmCXhenT52k0+ky0FdxOqzEgm60vo6hD/ArdmIBJ1G/k81snclUhC987hXeefc6D1ZW0Fo9nHR58dQkHqfC7eUt7myk8Sp2plNhXA6J22tpvC4H1WaHqN9JsdZF6w/5zBPH+Jd/eIlKo8O5hRSJkI8TC3F+7uIs2WKFr3z3OrVGg889ewZTkGh3emzsZvD7PCSSKaqtdZ67eJovffZ5AHb3M3QNiV6jjCzLZIoVMEfU213sVonZVJBCs48+GNIZDZmKTx0GQfdvXsHjcDA9NUnQ56Ld6VGrdFjbTrNXamJYHGzupNnYzSOZKoo45OUnjtPXYTezQ7fT5tOf+Sx+vx9d17l18wajYZ8XnjyH1u+TyxdpdDosxSbIVVvksjl+4+eXkCQRgEazRb/XxedRmBlPkG4adHs9AnadvqYSUUbIskGmXMUTGedTn/ncUeHoiCOO+Jnhw/wNZacLuy/O2GjEi0+cfuw7f31jA9FQKRQKJBPJxzxdfIEID/erzM/Ps758H2/0472WJElidm4e3+IY3V6PZqVIudFGGxocZPNcvvGATMtkd3sT4I+d/mz2BUa9KktjAQZal3fvrjEe9uL1OMmVamQrbfr9IV//7iWevXiGkM/J8sMSVbGFz9JmKpbALoe5t7rFH71xi7lEkGQizvNPXeTNa3e5cfcehXyBeNDN8v1bCFjoqRp7+To9bUA86Kba6pGtdJAkkblEgJDPzfR4mDevP+DssQmmklHSB/tIgsBbN9c5PRtjwmdBsrmRBJNyPsPWToaA14kiO9CGJrLLhcXmIBSxEgxF+Z++/F0abZVMpcVE1IdhmAwGQ3YyVfqGQcjrBATK1QbpQpVkNIgiyficDtqdNk6HRLOl0x8OWd4v0ur1ebCV543bPbwuB6mIl1jQg8/loNl5JH03Hg3QUocIgsHQMMiWmwQ8MpIo8Nc/c4adXJX9YoMXz0zxC88eo1DvsJmpMhbx8sRSitW9Mqv7RebHImj9IcmQl/X9ChvpMtpAZydbpr+n09aGzMQDxEIerJJIV+1TqrfpdPskQx4EBE5MRelpQ8rNLqJo4edfOMW/+uY1irU2tXaPSqNLo6vxXMTLYGjgd8scFFucWRIJ+P34PC4GATcOq4VGq0vU48Ax6uB1OUgEndTKebxWG6Ig0uhoKE4X4+PjtDod8qUG97aKjAQL58+f40svnWV+eoKbd5cxtTaSYLC83KWvm9jqHc5feIKD7Dbf/34fURgdTvQlUuOEwhFymTT7uyUarS6jkYkuFHnzB9/7SEm89xdRy6UiQa8LRZFptjpkik3ml04cJYeOOOKITwTvXa9ipTJ3l9d48HCFXreFJNkxRAe/8Fd+/SPXTe/tsDQ3RXZ75ZH3nstJPODE51JodTTa3QELsxHsTjeRQASp0qOlS6wflNAsTuZOPYnVE+Xe1TfxuzVkWSGfL3BiKoTa7aAOhjgtAq1qgZcuLnL7gcBUKoxTUbh/5zoBRcKrWOnrBmfmoqjdNoY5otvdJdOGxNjkYYGsUCggW4ZY3U7UXpdE0MVIEFBkB7u5CtpQwOcAo5Eh6hiQSgTw+/14PD6WJgJ4XE7ub2b48uvXOciXGX9mke1cFUPX6Q+G9Ic6FkGg3mxTbnQ5NZsExY3isOERNda2yxRUiUZbYz1d4dlTk4S9TnpDg9EIwn4PTreXtjpgJ1PEJglo/QHVpkrfAFm2ow8N2t0Bre6QcqPH4ngUr8uBNjBgaKD1h+QrDardHoPhkHOLKc4uzVKod3nt7Tvkqy1mk0F8Ljt3VvfRjBGjkQWr1cr3bm/T7miMRQOEfU4MRIrNAV9/6zYTiRDPnPj/s/efQZKkd3on+ItwD621yoyMjNRZWlfLaoFGQ8xgFEgOZ7hUSy6Pp+zOjHu827Ozszu7szWu3drsrXEplzzOzJKDEcQIAN0NNNDd1V1VXVpmpZYRkaG1cvcID4/7UKhEVys0gN1Bwxi/L2UVmRnKX3d/3+d9/s8/gc9uRhkMCfjdXF/ahKGG1Wygpw5w2R5tzGxlaxSqbdbTJW6tZ4j4vfzKy6eZHA/zxuWHBJ1mWrLCXr7CzJiPfLWJxegm6LZzbSVNr6ei9AZ0eypGAY7Nx5lNRFlLlQh5nXjsZpqdHv2+wq21fSrtHgGvC1EQSPjdhDw2rGYT6EV2b28zGLqwmk00G1UEtcsgFKdQU1lLFRAFPVNRD6o2JOBx8mC7gMHkw+UyUao0KVabnJyf4PzRaXKFMg/XtlA1jcFQx53lbfbLLQrlBrKioooOTp2b4+kzJ9HpdRSrDfo16GIleeQsL3xKhO5P0/d0xIjPG39pyprf7+fVV1/l1VdfPXisWq0ebCg93lza2dkBPrqxpCjKwe/863/9rwEwGAwcOnSIU6dO8a/+1b/6y/ooI0Z8bvhxNyK3U8LpD32suDN16NQnRmuoqkqlVufN7WXCQS8Wi/WJJt2PG3Q/jtKbCjsIu4zY9Aobm5t022GSYQcep5OuJGMymqg2flje22gTnZz7yGtdv7+B1GlTrTeRm2UOz05Rzu3h97qwGzQUpUeh2sTl8hCIRCl0dGxkS/iHVixGkUhAxS70SRXzWLUup5M++pN+VIMLuz+KwRHkwoULDPoKcjlFuavj5q01fA4jbreHybCHQq1F0NfGajYxVHvIUvdRLN9elpdfeJapyQk0TeO1H7yH0WtHVTWUfo+w10HEa0FVBzhsJjbSJXqKQjZXpNGSyOYrPPPUGbrtNvFIgEPTcZIxN8V6E0E3JOJ30+v3kXoNxoI+9sstlrZLDLQBO4UGQbeDv/mVcwDoNZWGrBJwuxgP+ZCkLq+emeFbl+7zYLuAaLKhFwwkZg8xGXFTrtbpyH3OnEoA0P1hfrTH4yZg0Wg16iiyRMTrxOcIkS3V2MnkuLqSxe6P8tf/ztcOxkkymSQYGWNQz3Dp/g5jfjteh4W9XJmdfB2dXsdC3E9me42N7V0iAQ+TyWkMDBiLRwmF/Gzs7lMqlfB4PIiiSMDnJXDyOAGPg54sMbt4mEAwRDgc5q2Ll/iXv/sH5ItVeFT0RrPZwiDoKbdlNEDq9WmWC3zhqWNUa3Waqo5jhxc+tiz80/qHjTaaRowY8Xnhw5UOAN//3huPKpA+ZBrxer0o9UeVR7Fo7ImffdBZ/GkO5GqjQbXe5Pvfe+NRHFctzxeeO0fA7yWT2efqvbt0202GeoHf+PLzeI29J6o/LT+s/ix8oPozeeg0r3/nL/BYdFgNcHRygv18kVZXpin3URFxud08E4tzfyNFNOih02wwEbDzyplpbGYj67sZjDYXJw9N8913qmzsl4mNx/mLNy9RKhXIFcsUylUW427odRnqRZptmf5gQKHeodTosrFfYToW4CvPHKFYrVNvKQg6DSN9pE4bq2UCQTSznt6m1uiysqvH57RRrUjYTDoYDogFXCRjXtTBEKPBxDPH5mh0uqRyNXayNYI+O7FwAL3RwnqmAmgw0EjEfNzbyLGRqRBwO6h3JAqVJrqhhjrQ6A9U/A4bzY5EvtpCL+jZylSR5B4Wk8jsuJ+ZMT9m46PYGa/TjjqE7WyNy/e3ODE3gc9pZibmZ79YRx2ozI6HKTe6/OdfPY06GDAXD9KRexz3O7CYRKwmI125TyLsZmm3QKMr4XfakeQeA02jUGuzli6xuldC7vUJuOwQ8TAcQtBtxyjoyJaa9FSNZNRJqSFhNoqo6oBDiSC1tkyrqxALuIn5bCj9AX63nWKtzRAdJouVxFiQrUKLd+9sImsGljZSSJ02hUqTaMDFQiJAtd7BKYrMzXnI7EDQ4+D0oSnSxTr1low61HA7HazuZCk2ujxz/iyzk2N4nA4ymTTLDx/SlzuYrQa8Dj1Wi439apPM7gYP1/fAsMIvfeH5g4q+7Yc3cQbjPPv8C1y/dhVBSz0xb/6kSLoPbqLW87vMjQdpdjfJFBo4/SGSE+PASBwaMWLEz59kMsne7i7/z//2n+MxyBydHsMVDZDJV1jPlbn41veZnZ19otfsY6ROm8W5GcrlAu/cXCHid7HbbhLyOBnojTR7PSLhEJpgot6WmVtYwG53sl9TOHnoNOVSEbVVZHYijDCQUOp5dtaXaVc9BF1WbFYLUqcBfRHdcICialxb2mZ+MkYln2FsYZpiu09f02ExieTLFe6s3aIla4QmD/PXf/uL7K3eIdFsUcznMOlBkRTcDgu7uSoRvxuP08Z+pYXdBPNjATpSjemYB7dFIBa0cn8rjU5TmB7zo2dAV5JpdmX2shWCHiu1Zhu3zczhZASzQY+g09GSFNL5Csfn7HgsYDMZKLusjIdczMcD/P737jIYDMiWmwj6Rz0Q5Z6KYDTSaHaoNdoYBTAaBAbakIjPiTrQgWgk4HXjc9nIlmp8/+Ym6nDIdMyPTq+nrQyw223YWn3CHjuC0crC4iLCbpZj8w3cNgOZQpl8XeFBqo5uqJIIOdjKVinV20T9LnSCiGAw4bSYePXcAs+fPYIqd3nn5kPOLY7R6sjcXNmjUG5QqraYjweYCLvJVZqkSw1sZgNum4nTc2OcXRynUO+Qy+XIFUoUShWOTEwT1NlJ68FqMpCrtGh1ZLazFdb2ipyci3HKEaXeURioCu/f32ArlWcwhHMLcXoalBpdGA6ptHtISh/BaMYs6HDZLDhtZgwGEfR6on4XiiZxbsrLO7dLZKtdNgtt5iYitJUOA1Um6B0gGFQqrQ6t3pBz0/PUKiVC/hbzU2M4PT5MRiM+l42JsIdUNo9BMJJpy2ymCixt7HLy8AJnz55mIhZGp9fRbnfpYeRrv/ZXPpNJ5GepBhwx4vPCz1U183q9vPLKK7zyyisHj9Xr9YNNpcf/bm1tMRwOP7Kx1Ov1uHPnDnfv3h1tIo34T5IfdyOyOVwf62iePXaeeDz+sYJ6PB7n+rWrDOUGVqHPVMhBT1UPmnQfmpshU6pjcIYOovTa7TjZnTVOHpkjtbdLudGm0DSh7mbIFqvYPQFWd3K4XU6s7gDhcBj4YU+nG7fZXF1iKuzn8ISP68Vt5G4ZyRSir4ms7mT44pkZJqJJ8pUa1VaPXrWNZrCSjLvZy5e5VdhjLh6kqwxoywPOHD9M2GXknRtLzExPMjU1w6VbS+zs7DA5NcN6u8KZk4eRpC6HE352tjaxInF/PcX1B9ssTD7q+7S0maKraLQkmdnJR0JArVaj1WwS87toSX3MokAy6sdhNbGZLrK0nQd0GAQdr799mWypQbsPPpedTruNqmkA9PqgDobY7WasFjNGUSTsc7Nfk/hnf3qF3371LDdWMwTddqbjEYJBE622jNthJhLwcns9ze//xVt4HSZOHZnDFwhw8UGaicQUfqeZfKXG6m6B+0sPmUnEsFtM7OxlqDTaWN0BIj2Btbu76Htdwv4Yom6Ay24h4nfSVzXubmRpdgdEo1Heeev7B2MkEIoSnAzSU2TW19e5vLyF2u/x8oVnUOQu5VqTal3myGwCv03AaQOlnmVfaWH3BIkFXE+4cRVZ4vDUFIn42EfGcHJykmAkzls31wj63IxHg+zt5xlqA0STlWJTwmZ3MRZy4XLaURSFcrEJfLQs/Mf1Dxv1KhgxYsTnmU8yjcTHx7iW3sVSeVKg/nA/l0+KnavW61y6dhuzxY5/0s/EmUXeu9rmje/9gKlkgnA4jMNixO8ZJxib4OyJo1y/c/8Tqz9f/mH15/r6Op1qjueOLVDKZmi2O5w9PInf7aTR6pCrdrm6mqEt9/A5bXTqBcJ+H3HvAqVqFcFjY2EiSFdRcVgg4DLw/nIGgyfG1t4KHqsJq8mAyWRC6g/J1zqki3X0wyHjITcDDXweJyaTmZdOzaCqfe5vZBkPezEOOoTdVgw6jbvraWxmKwbRwPS4H6MgcOXhDqV6l+eOTXJqIY7ZILKbq2I1Gah1etxe3cFiEpG6XXbSOXx2C6VKnfGAk+hEDFE/RBhq5KpNdvINpt02TCYjh4Nu5sf9oNejDXXcXksjyQM8DjNKf8BY0InSV9nJN3DYLBybiuCwGbm3mcdmMTEe9hINeFnZzfPu3U3KjUdi1LcuL3P+0AQGQY/VbKAt9VicDJEIudncrzA75scg6tkvtdDpdNzdzPHUoTheh4VUvo4k9dnK1ig3urx7dwelPyAa8CDJCg+2c8QCTs4txkGnoy31MBoEnjk8Qa0tkSnWaXZkDKKeoTak2VF47fJDOr0+7Y6E2WQkMR5mYW6a5Y1ddjIlGlKfZDyCpKj8x+9fp9JRCXgcLHqMPHtsiqDHxr31fexoSJKMySCSKlRZmIzicXvoD1vkCxWCXicDDSbDPiIeK+lsAbdxwLjXTEdScFpNvHRmDnR6hjo9JksDm8fKysMWZrv9iTiZx8aTixcV+s3CJ8ZEfziS7oOVg3+xnaa+kmJuZprZxcMHxqvH5+NIHBoxYsRfJh9nntvdS+OziXzl2afwOKwYjEZOnTqF3BvwB995j4sXLz5h+n6MxWan0+3y8oXnuHn1MrKmZ7PQYSVVwe2wYFb1/PGb1wiFwkxOzyFU6txdS+EMxgFoFlMHvRsfR+4ma03S2QI2hxu1XsPsMjHmDWC1OKlU/Fy8t8vrV5YQh31iYwrPnD/H6uYOO9kiQdeje+RmpkIzv8P3Xv8OwXCEd2/cJ7O5hFtQqFRbtKU+c8kJzh2doV6vcen2Ch6ryImFSa4+2KTVaNBuDpFlGQZ9NlNZBqrK/a0s+6U6fqcddagj6POg10EsGkE1OxB0bcaDbkI+B69dXaVQrjEdSRDzO+n1VFpyj4DLTjLiodlR8LusLO+V0BiiDYe4rQYcRhtoKoIoYDGbqbZKREI+2l2Jpa19ah2Ffr/H2cVxVveK3FrLIvU1PA47qXyduqzRVDSiATdXbq9y/NAshXKDsM9B0GPHajKwm6tyeHoMs6ghDDX2Ck2++fZtvvb8cf7Pf+c0uWKdZldhqDdw9sgC33ztHdodidurGbxOC8eSQY598QRXl3ZIFapUGl38biuKomI3Gzk1P4ag1zEZ83FsZozXrq5QqtUIuOyoGkRjUTSdiNM0RJJk8vUutZZMLOhiIRGiWGlhNRkxGQS2cxWaHZlnj04S8FhZS5VRBxpGAfweJ4OBhslswWg2s1XpEfLoKFXb7GYr6NDwmAXCARdPHV+g09PodiX8wTD+UJi7aymMrhAyQ1bSBWZnpvF5vTxYeki90WR6apLY2DhvXLqL3TBgZiJMKlfm+koG0WJnfipCKlui1upQzGa4pbS5dceOwe7FHU585p7LP0kPxhEjPq987hQzt9vNSy+9xEsvvXTwWKvVeqJa6fbt22xsbKD9UIwdMeI/VT7LjejjHM2fJqjfvHEdm9Dna198ntx+ms7jBsETRt6+do/V7X0Wjp9F7nYOXJp2u5V6rUqlWmCgE2k0GmxmSsQjISrNLlKmy9ARxRPxE4mNI+gfRZNt76Up7u8xMxFl9vBxYtEYxewenpkIKzsFVI+P+7c2kSWJQ1MxlJ7C0naOXEMlMRbl0HQcpxEEvZtLtx7SUoYsTIbJlJuUqypOtweG2hMbCi+89IUD12i+WMWm66H0VArFEg6TiE4UWN4tsLS1T6XR5dlTCyRtLlbWN9jd22V1bY29/QI6NKJeKxNBDwNNoy0pWExGmt0+BouVSltlp5Tm2JFDeD0O7m3uw0Dl7nqKttRnaTNDva3QbEtcuruFUdTz/3vtJu/e3QTgz997wGQ0QHIiRjQcYoAeRa3icdrwueycPzzFZqbM0ekYPVlGURT8Hiezi4dJpTPsVzp0sRKbO43PpWO/2sFothCdnCMcDmMwp/jWn32TmNuE1WQk6LUzGAyot7rk613Qi2TTu3zj3/z3HF2YIR6PYzTIpPstljbKfOXF80zGY1y5doOJgIOJWJAHq9uMJedRdtMkJ8NMeAwUqw00pQVan43sPqIjiGYNHozFxxuhA21wsKjoyRJGs4VSrcWXvvJL3Lp9mz948xaTEQ9qv49J0KGJBmzeKJ1uj4drW6QzWRqtDg5fCFVVEUXxCefvj+sfNupVMGLEiM8zJrOFja0t6tXiwTUyEAwxMR7lsmDm3kYGX2jlE/u5fFLs3J3lDeSeym//+gv4vB4AEvEY9x6u8ubF97m2tM30WJAzJ06TnBhney/9mao/U7vbhP0+HA4nhCOsP3xAxGvHbrWgKD0203l0BgutRhOL2UTYbUOvG+K0mul3BEwGHWaDDklSKOUyWAToKzLZTI7j0wHG/Q6GPTeFqOuRW3kizNmFOAZRT7Xe4OZyiisPdtDQYzTo0A1BEB65VWNeB9rcJHc3i1g1Hc2ujCaYSUY8iKKe95f2WJgIMh8PEnTbqbW67JfquGwW2nKPf/qHb+Gxm9Hp9GznKpw/NIHFZKbZluj3+wy1IaJBoNFREEUjBpMBnV7H1Lgfm0EgXayTrbYZajqylRaFeofpqBejKKD0B7jsRgrVNl2lB7ohAbcVv9uOovS5dHcDPXB2fpzv39zk2koagKtLe5xdGOfWWgadTseLzmnkvopOB1bzo+jvWMBFud6mUG2xX2mCTkezo1BryZTqHeJBN22pR67SxGw0MDsRoFhv05F77BVq5Cot3HbTI8NJwMl2rkrE5+DoVBhB0NPrq9zZyPP23W08TitRv4uTCwF8bheiwUC93WNpY5/eYMBENIRgMILJyVTYi1EY4vMbWNsr0Oo4aEoyoqDj1lqO8YiXZrfP6n4Dna6FUdRjMghU2z3CoQC+wJBxv4NBoc7l2w/5ay+fQO73mQw4sZpEWpKKPNAIeN2U6zWcZpGlzW2+9fp3n6i0Hwu4+f61m3zh3JFPjIn+uEi6x/Psr/3aX2H93lXOnDw8EodGjBjxc+WT1vp//N73eWoxyplTJ9Dr9U/8zeJkmAd3b37sJtJjzWF8LML8ocN06yXmp+PsZvK8eekWfZ0Jm28cY2QG2eCk1jcze2yRZDLJO299/4n4/ceRu4FgiHfe+gHlpoRt0GH2SJyxcIBGq4teNPKrL5/lT964gs/rYn4yhtFowGLQ8fUvPk2r3SSXLWDQC2gGK/c37pDaXMbmC7O7vc1M0MJgoJG06pifDNFstZA6HXr9Pj6fm4E2QNTBeMBJxOtEHmjcXc9wd7tIIp7AYrHgcTrxeRyUGh0u39thYX6KgWih2lJItyT8pgFBtw2/00ap1sYg6lEHGtNjfm6u73N/K4/SV6m3JFZTRRRF5eUT09SkHqu7OcJeB5NRH6linZ39Kqo2JF+qow6HYLTx3MIM5VIBvWjk6Mw4A7VPttQkW5Eo1tsE3HaeOzqFwIClzRTvXr7K7fV9vnB6mog7QavVxGYUODI/js1k4I3L9/l3375Cr6/yP71+ld94+SQht5X1dInJiQQ3HmzSaTUIuG04rQbmxnw47RZEQc/R6TAnZyLcWMugqkOmxry0uz2eOjTOerrMw+08Tx1KYBAfjSmP08ZaukI8nmA85EXutnBajaQLNeS+yumFCXQ6PblaC4MgMB50YbMYuLORw+e0ovT61Jsdyk2JjtJHL5oQTVaurpWYn56gVlP4wf0s7UYVq9OFzwxGs5mWNCAW9uPyBqg2Jda3t4mEw/iCUaqSDoPJwsLJ88SjQTKVNnVZo9QZ8CvPHeLIwhSvNRq0GlVW9yrkm33aqsCpmI+zh6boyhIbqQptuUd+O49gsnLmuUM/kRH1J+3BOGLE55HP3SbSx+FwOLhw4QIXLlw4eKzdbnPnzp2DzaURI/5T5MfdiOLxOOvr6x+pNlJV9RMF9X/7H/6EqYlxvO5Hz5fJ7HP3/n329/fJ5stoFo3nXgmysfIAV+jRZoCgF5iZnWNpqU8zX6ZUl7m9kQPnGCfPfIGp2bmDCqf376wcvNeLl65iFfoEF+YPqpOMZguCXiUe8WBuadifeYqtjXWureWp1Bq0+wJnj87wq688RaPRotJsk4hPUG60efvKbeotCY/bTWxsHKvJSKbSBp7s+fDYNVpu9bix9hCXWY/Wljk1G8XrtlOsNijUOhhsbqrtAbIic/X6TeJhL5VqnanxAJKscOVBAVE/xONx0W50WN3LY7eZObY4Q7EhUVMaREIhWlWYnJlnczvFlatXuHxvl/GQm2ePTLKyl+eP3rrLlQc7SEr/4Fjo9QIzczN85YvP0Wk1aSoDejyqOjs8l6BYabKTqzAVj2IURe6u7tBTzcxOTTI7Ncl0cpKlvQpzh46yfu8qc4tPHmufx0220qVWq6PnFuMhF311SLrYYGO/iqz0mAyYCAht1Po+aaXJ7OJRvvzCU/x3/+Lf8vt/8CdcOL2AKnXoSzreu1FEE21EXDpsVjN9dUBXVmm3GswlwvT6Gh2dwtsX36JtCDCzcIRkMslgqOP7777PvdvXcJr1TMTCjIdCFMs17t59QGzhDP+nf/x/4fLlyzy4e5NMao++3ObVF09js1q5d/smbo+T6aibtZ0OrUaNKzdu8/SZk084f39c/7BRr4IRI0Z8XlFVlVKlyv7Kfb741BEmgj46XYnszhrpdBqPP0Rs7hRFSeXGyhKNZhO73cGk3cf29vZBZOfHVSbrzC5efiZ5sIEEj0TxU8cOIwoCr128wSsvPndQLZpKZz5T9afUaTOVTJArlzl3ZI50Zp876/s82M6TLVa5v5UDo42OJOM2QtAhIFpctGs9Fsbd2Ix6soUyXblHXwOLxYjXbqKU32Px5UUCHjtyp4nHYSJXrOF1WDCJOuReD7fNynTMT6nepTfQsJlNmE0GJkJuXHYrD7NNHJ4Afa3MdraCwyJSLtdZ1fXo9TVsFjMvnJih2ZV4uJPDIAgM0LNXqGM1CczEvIQ9djazVXSAMtDx9RdO0JV6PNzKcG8thaZpTE2ECfudpPMVzFEdu/sVLCYBUS8gCHpOzE8gGk3cXU/T6Mg02ibmJ4J47CGuPNij2uzSH5iYCHkQBD27+Rq1toyo1/NvX7tJrvKjSnSjQcBpMxEPeVD6Kv3+gHK9Q7bcwu2wIOoFZmI+2lKfYr3I9YdpeuqAWkuiJSlYjCJnF8epNjqIog6TUYfNaODsfAyjKNDuKPQHEs2OTKHapNzoYP3hdxr2OhAEPW25x+FkmI39CmcXJtBEC8VmH3OpSUdScFhNxCNe+uqQWCzGTrmLPGhweDbBvYerZMsSOo8RKVtjO1uh2ZGwO+w8fWyWbKVJIBThjUv3Mej6OO02nj1zBItRZLdQp14rYxb01FsSt9fSdDoylabIZrqAwWTF4/djNVu5encFtScx7rNxOOGn0eocVNpHQyG6zcZH5gmP+XGRdCNxaMSIEZ8XPsk853dbcZoFarUaPt+T1c0hv5fbO9sf+3yPr2/v31kh4ncyMLq4u5lid7/I2Pxpvvjlrx70z/0wn1RJHQ6HCYRjXL7zA+bCNu6u7bGWKlCqd9EbDHgFgeRElEKlQb3bo7Ozx1jAxVAboHQ7mI0i2UqTiXE7L5ycoq+JdPpDOkUTAwy88uI5bt++y+tXVpC6bQyCjnJTxuMcUCjXWUhGsRnBYTUy6Xai0+kptXqEg16Wt3apd2RCfjcen5ehzkB/oEOSVWCIQT/EZjFRrHcQRT3ZSou1dBmH1US7q1Cqt9nL10gV6hTrbZZTJb5wagqdfohJFBmoQ1qdHhG/D1EwYrbAuaNjvHblIZWWwsJEhK+/+gwmQWNtc5eN3SxST8ZuNRONRoh2WgScVkwWC+VyFZfNwkDtwaBPrd6gJ7VZ2d4nEQuh0+n5R//dH/FwO3fw3bvtFlZ2sugngjS7Paqbu5Tz+xxJBskUjczGvLidFlxWM9lSjWZbZnrMx1TMR67U4MzCOFce7JGrtNHrdchKn2qrQ70p0ezKGAwitbLE0lYGv93Ifi5Ptyuxnio82jAyParwbksqZsOQYr2DURTIVZq8dXsDj92CxWxkesxLqSHT11spSnpasky90yNTabNcK3EsGSIWDnH97goIBk4ensNisRAJBTl22Ieg1/He7TWMrhA2pxNLb8ip2Ql8HjeNZgtpaEXRWVjf2iGbTVOrVElEvYQCfqpdlVinxyvnFpmdjFOo1LDYXczNzHDp9hqaaEHQDX+iJJMPz8V/kh6MI0Z8XviFHZl2u53nnnuO55577uf9VkaM+LnxSaLQ47i669eufmy10Wa6wHMnZj5WUA+6zLTbj4SJoTZkbz+PMBzy9IkF1F6ftXSR7Yc32UkXGPOaSDDGQBuwsb7GoFvnxEISj8NGYCxJNJ7A5nB8ooBV6agcOXOI+YXFg+qkQDBEdmcNm8WM0mtx7sxpxv0OYiE/t1f2qLYVjk4FMRuNPCjW0QxO6m2JcNDPeCyE3SLypWePo9fr2dnLYDRbgCejRB67RpPJJH/0h98g9fAqZgR2iw3KbYVKU8bn8zFsKTQHRtrtJn2phcfjIx6LMB6wU601+Rd/+i43VvaxOzzo9To8Thshtx2X1cid9RSVaoP37ywTCfn5pcV5njp7GsFgYO3BLeYmQrS6HS4tpXjv1vrBMTAaRH71Sy/wD/7Ob6MoCqI4wBsIMj8+Tb78He6sr9MfQK0p8XA7S73RpN9XubeexhNNIssyZrP54PN+kqiRKlTRjFaM9Km1JMrNDn1Vo9GWUOQebovIqflxTh1OYDCZ2MtVuX7lIsfOPM2hRIjOQMTkDtMa5Cj3TLi8djRNo9PuEgu4kGp5mqpAyOsCTaMvtTEO+8iyhFlo8o3f+x9pdiScZj25XJ68SePCiVlqlRL5cg1Vb2bx0CHylRx/8kffwOdxc/zEKb7yy79GMZ9j7cEtSO9y5sg07VoJpdfj2NFFHC4PV+5scO/hKvlq68D5+1kbWY76Jo0YMeLzxvb2NnZR5fCRI6RLLYZ6PS6HjYE64L3rNxhbPMuXL1zg+rWrRPwuzixMfGIvlw9XJn/rT/8En8f9sa/rcjrQ6XRPxOZKUhdXyA9Apysd3GMB7HYbN24s8/3vwdKD+3gsOuwOB1furuP1h7hy/RZGnYqog5DHgc1qZL8oc38jTTzswueWWE/lmQqeIur10e85EAwm0qUma/v79FSVQb/P6sY2uqk4Ok1hK1XghTPzCILA5bvrmEQ9s/EIoaCbl2w2+hjw2k3s7eexOxwIziDDxqPqG4PRRKPVppwrU6o2UXsenj48gSDqaXUVJkIebqw+qh4eahrJqA+f00KmWMNoFDm3GCfkdbBf7fJgPcO5wxN8+Zkj+JxW7q2lWN/N43U7SYTdhP1u2nIPHQaMJpFwwM9k1Eut3aHZ9jId9RHx2TAaBIq1NjariWqri16vo9rokio1SBXqbO5XePfuDtoPI74Nop7ffPk4E0EnHocVnV5HrSmxtV/h9MIYer2O6ysZpmNeBL2OSqOD12Hl5noGhhAPujm7ME7YY6fRVejIPZ4/lqDeUgh7bfRVlfGgi6DHwe21DA93CwwGQ5Ren5dPJXHazch9FaWjUm8r1NsyMb+LrVyNs8fCVFIVvvPuHQJuC+cWx4n5Q2gWL35/AIuzgTqAdCZH1KmjXmvQ7gh0O10EUUCWB5yY9VPvSIgGE2aTiWjYj9uoceGpkwT9Xpa3Mpw9dZxOq8nbV24iKT36Q5F0uUmpXKba7DCXHMdkdbGyuUqr3cXtdjE/niQxFgEgEWtz6fYa9XoTq9P1U/cr+LQ5+WgOMWLEiL9MPsk85/b46MoKzUb9I5tIhfKjqo4P83htJHc75MoNVrfTj4wqyUP88nO/BEA2k2JrbfmJePxUKkVqd5ulB/fJbYtcePb8EzGfgl7AHwpjdQURnE4epLK4HX0Cfg+T41EioSDyQGT59YsY7H42N9YI2MfJ5QsM+zI3l/ew26y8ePYI2WKJtd08LosFv0Nkay/Fv/r9PXQDBZfFgNWoR9WGZApVMoUav/2Vp3HYLBRLVTZTRfp9lXz9kTniG69fIlusMzUe5sKFZ7l47T6NRoOY34HTIhC0DJAkA7WWTLOjEPI4SdkaXFtO43VaCHvsTIY9rKRKKD2VkNdOp9snVWhQrHbQ0HN8NsKx6SixkJdE1Mt6pspTx2coNzp8850HJMdC2OxWVlfWWdvNUShWkCQZ54SBa3dXWIj7cNrcGI16SsMBZoOORlsiEfZyZyOH22Gj2xtw6e4Gf/C9m3Tl3sHx/NL5RaZiPtZ287Q7MvmGTE+WSEbcRP0urGYTLpsBg6DHYhIZC7hYlx/1JDIIInq9nkqjQ9BjZ2bMx7v3dmhJPbqKijYcMhzqaCsDTs2NkZgYI5Ut0JH77OTrbOfrTEQ85KtNEtFH408D9IJAqtggV2nTV3P8lRePspiM0ewqyEKPiqRDajQZ6AwUai3cNiOi3k+63uPG61cRBCPRkAmdXofD5cUg6kmn9tB6HZrtNl/60te5cOHCwZjM7VUwmS1g8+FS2kRDPqxGAaXbplCq0dOZKNQ6zMRDBH2PTFaP+3y7nHbGQi6W9yro7e2f+Nz8oA515fKlz9yDccSIzwujUTlixOecHydqf5woBLC+vv6J1Ua3b9+iJ49/7Ot5PB520o+cKo9ja549OYfLaWdnL8Mhu4fJ5Az72Tz3V7aYmojTbjfp1kssTk/QVwcs7xS48Ox5QgH/E/E2H36vFpsdi7GHoBcO4swK+RypbJFUOo0q2pmbm2W30OSPX7+E3mBEVSS0dpi1vQIWp59A0E2jWsSnDZgdD3BvaYX1rT2ajTo76SzB2CQra2ukClXmTzz9xGcVRRGf14Nt4RDZ/RQ75TyiYYDdamEyGSXSV1lNVZgNWwl4PUQjIZYeLnN7NYVBEJifjFGrt1F6PYJuKw6rB00wsVVoUWlrPP/c06hDE0Zn8KACSzfUWJhOsJra55//h+9QrNQP3s+po4t84cXneerUUXL5ImubW7TqVS488xQtLY1uIDMTj4LWY29/n1qthtRtMhHykIz6KHcq/Mvf+wN+81d/6Yk4w6efeZb19XVuXLtKNn2T4XCI3mAi5HVhV1V+89WzHJl5NB7+6R/9gHKlil6nZ3YizFgkQDjgZyIa4o3Ld7hx7SpH5qeo9wQOHTpEHwOF3D42q8igLyNLXeZjYa7k07y3ucvMeBCfTUQ0GFhNVRgMoV0ukt5L4XHbmT5zkqBdRGo3KLR6ODUD5XqdxaMncDus1IsZujWZw8enDppfW70xDHYPNjOIFie9lkKxrWH16Oj3+ugGMm9efJ9nXv4KyeSjyrtqvcn14jbF7N5BDFQ4HEbQCwfC0Khv0ogRIz6PpHa3mQj7ODQ/w/ZemlQ6Q7pSxmKxMje/gNnrIZVK/VSRnT+ut2J0PEGmVD+IzbVYrDRaHbpdiUqjTXRyDoCBNuDevXuUc3nOLEzwwplFttYeYtBkOqqFbqePMoBkPMRQ7eNXFSJeJ0enY5iMBgqVFhNBD5l8he9eecChZBS3w8Lq3g7lpsRYJMALJ5IUqh2K1Ra1zhYn58ZoySoBjxOz0YigEzk8FWMs7GN9L4fFaKYmqxiMRtbzHbpCg3jEQLc3oNXtEwv5cQxr9LoGNrNmrBYj29kKTpuJB1v79HoKjZZMTwOzyYTDZkIbQnI8jN1iIOaz4XfZaN/b4cq9ddSejNEosl9pc20lRanW5KVTsxSqTfQMeepwnPGAi1SphdRXSWXytDsSPqcFv8uK22FhPOhiL1dndszH1ZUOb97Y5NBkkKDbwbeurFCo/kiwmBv38//+L16l3pZwW82omoY60NAx5NrKPvlam2TER0dWebhb5v2HafQ6PR6nBZ/TxlTUy3NHJ/E4zAiCHofVxL9/8w7aQCMWcOB1Wql3FMpNiUNTUY7PjqEX9LRkldtr+7z/MEOy1sXntFFvS6SKDbwuG0G/hyv3t7Fv7DE7FadZL3Ek4Sfo87JZ7qNXZbpKAYPZwty4n+9evMbxmRh6nY4T01EcNhPlaoM3r6/xhz+4zXwySiAcY6+6y8pmimNTIQbDIctbGaxON5FQEF04xL3VHVrrVd67t4nb5SbiNnPyyBRSV+L28gapXIWZ5DilWpug33vwPbqcdvxOM+/c2+HkMy+TKRV+6n4FnzQnHzFixIi/TKROG5vbzfrWDql0BknqYrFY8Xi9rK8/YGK8yGRy6uD3c4Uyyzt5jj3/1See58Nro5lzhw+uhwajmWI+R7uy/8S6aeX2Zb733deIB93EQ96D+cD9OzfJF0s8feYkoijSaLbIlZscOnKMqFOHEnLT79YJ+lzYbVYkRSFbqmH1jaGKDno6M5uZCsZhD52gQ9EZOXt4ikK5TDaXI+y2YjaJJPwmCllYzRZ5+vA4EZ8DoyDQHwzQhkMu3dvh0t1N5if8BBxm2tKjuPy9fB3BYMLs9GJ1eEhOT6BqevxuBwx67KX3CYhtdDYzbWVAq6swUFXqHYmg14WmDfDYzVSbEl25R6XZ5UgyjCjqUQdDgl47ktLnwVYBkyiiDgYMNY1ao0mr3WJ7L8twOKTVlRgfH+Odq/doVwqcnothODTG29cfcnctQ6Up8cLxSfRAvljFYTUxFnCyvFMAnZ5Kp0euofCHP7jLVqZ0cCyDHgf/7T/6bebHvHzv2hK31ksUWmVKlRomASI+B7GAm0angF6nY3EyQqnaYKAbIgg6XHYz1VaVZlfm/nb+0fsS9WjDIYeTYYIeB3q9gAbotAFH5iY4c/wIO3tpeocmuHJvE0EQaXT6aNqQkNdFU+rT6SrEI37K9S5PHZ7AZbfSkvpsFZqUZJFqa0BDGiCYLAS9HiYSCfR6AYfNQqsjoT18QMjxKDY4XevRG+YpFbJomsbS5j4GkxW5luX6tas8/cyzB/fn9fV1pEYRw7iHptTC6XYyOT3H1uYGN++v01FF4uNRZEWhIxko1zvExicAcDls1OpbhKZ++l6Ho6j9Eb+ojNSwESM+x/wsovanxXeF/T5SqRTnz5z6yN8ZTBZakvqoWuUDsTUfFIxcTgenDs9w6e4ml24t0anmCbuMbOztkyk0cPpDB06jT4sKi47Fee/Nb7Ozt0c+m2HYV5idHGNuMsbm7j6lRpM/+94VBIOJUCxOzO9gY2uH9kBAHOiwAE6XE0E3QJXbyJ0W6+kS//6b32Ey4iMUDtFpVfn2aytYw0m+GI9/5D30ZImjh+Y5dWyB7M4ai9MTWK2PnNW7mRzX7q3TrfbIFSts7e7hddmIx6LYTTrUocbSdoFvX37IwmSY8WgEt8+CPLTxhS99lWfPn+Hh6gZFSSAxNUNqd5vdXJWtjRV+/0++w/CHTmK7zcbv/L/+K5596hS/+ydvsLWXJugyc/roApt7WS5dv43XbuLckSQWYcDdhxvohkO+fH6WVLFBPOxnMuZnM1vj8t2b/POWwstf+uUnolPKpSI+u8ix50/jcjp48+33GPpNdFsOvnt1mVKtRU/VePv6CucWYkh9jVKjzckfuszdDhvxkI+tu1sovQSSKpItVvF7PTRaLfLlPKZejf5A4+ZDiUqzi93pplhp0m6LuD1uCnWJgNuB32HAahSwWCxUW3UkecCrTx9H6vWJjU+g9B65lXo6mROL02wVWgdRSo8nVoOezNlzZ0jEx57op1QtNtGZHfgjDp5+5lkArly+hNwsI3fLeGYiCHqV7M4a9VqVSGz8QBgaTeZGjBjxeeRxJaUoigeRpY/ZTWVY2qv81JGdP6634plz5ymXigfVrHpB5Pq9JWr1FsFY/CCKdn1jk63tXV556UWOHV5goA1wWI3k07vcfLBOqlBlLuZFJ1rY2MszGbSRjEcxm4xoQx3fu7bKVq6KURBYS5UY6Ax0ZQXQ8fUvnmV2PMLr793C5xFRNR13V3do9zTkTosbD7aw280ogwHKYMB2toJoMtPrDejIMjVFxWxzs5uvYTSZMAhDjAMZuQXFcouNvTR2q5lI1IMsq6ynyqynitzZyBL0OnDaLAjKgLGgk3gshNvpJJXJoEOH321lIuym0upRrLdZ3c0h9Ye0JZWTc3E8DguaprFfqlNp+Gi1FTqKQrUp05VldrNVjk1HmRrzYTMZqbdkFFVFpxdpdXoYDAL5Wod//ufX6asDAPR6HV8+O8vf+6UzLCZCvHlzg6ENBEFAp9NhMpl56fQsKzsF5IFGqS4x5FFMbiLsQO4NGA958bvt6PSPekVZTQZMBpGo18FKusRTiwn6gwGzYwFSlQ63NwpIskJT6lOqd7FarRhNJhx2Gw2pz1q6gjzQMFssbOWybGQq+LxunvH5sJpMdHR27mW69NUBgqgSCZiZDZnJl3vU2hLVZouziwmcTiuyLNPpDUmMhXmwlePaVoPfOPEKZqsdLd0mX++zvFPEYbWg0WJpeQ2T2YI0EJiemcFrM7AYc1Gp1dkvNwm4rPi8HtZ2C+QbfVyBGJLSY2cvg81qodOVKFRqGCyP4tOvX7s6iqQbMWLELzRGs4WL71/DjILbImAzikjVCvqewnahzZ+/c4eGpBHyeymUqyzv5LGGk0+0j4BPF7r/8Fvfx2gQ+LUvvfjEz9TBEmsP7jB98osszM0dzAeK+ylWl+7R66kMtT5La9soQyONdputboVf/cIZDIKbfL7I3aVVhgYbPYOb//y/+E1MJhN1WSOzu0rU62JmLIBorTMYDKhVG/gcFkxGI+1WnbGQn3f764z7rTx7NEnQ46BUa6L0B4xFQjQ7Cg+3MoS8NkrlOkaDnmeOJvmV5528eWuTjs6F0WIhX2nicTqYT4Q4+twM71y7y8PdLA6rgXylic9pe1Qt3JLRGwxYTSJhvwuX1chmukwi7OFwMozSU2nLPewWMyGvg2ypyUa6RCLiZTNdZHu/QjT4qAr2wVaGhjxgZ7+IoEr86ksn8dhMNNtdvnR+kfcfmPnBzQ1WdkscnRGZjAXodLpYLCaSYwGWtnKYDQL/ze99j0ZbOjgmpxcTfOXpw+i1Hq2uzEaqhM0s8stfvEAhl6Feq9LpdLm/mcFiNtJoy7isFiS5x3qqSL+vUap1WNousp4uYhD19PoDbq5lMRsEyo0u15YzSP0BPXXARqrIkWKDwH6RB2u7lGs1PE4bv/7iKV67dI+1TA2zOYNOL7CRKbOWLjHUBjDUOBFx09JM3NlrU2lKGIwmouEAbg0swTD/2d/6O0/oX+vr66zfu8r5Y/Msr66xdPcWAa8Tg8GI1RXkb/3y88QioY+s5T/OoNXt9Glhx2iRUCotGm2Fte19DEYjLl+AUPBRJX6hWKUlqcQTP/2cYBS1P+IXldEm0ogRn2N+FlH7w/Fdqqoe3CDL5TLLKyWOHF5kdmb6IEqu0WwhayLx2SNcurXE7uYm7oU4O3sZKo02VnfgQDDyedwkJuLMHj3Bn/zB79PpGhgXncwuHn6iVP2TMuRVVaWYzyFLbQqtHG7jELfXwebODreWdzhz7jwBn4c/+NPX0A01vvTS0yQnJzl67Ch37i4RCXhotDs4LCKnDp9lfWOTv7h4h1DAz+LCNKIoopnMWG02Xnppkf1Sne3tbURRfKKqq1KrU3EKHD+yQL1WZXlzD5/Ljs1q4cHyBiubaSYCFs7Oxzi5OIWs9EkV6yiaSCQQIOh30+obiM0cIxaNYLXZDpo0i6L46PPXKk84U102I7/3x98G4Lnzp/l3//SfMDkxzptvX8RpMfB3f+vrB8dbVVX+ze9/g2Z5n1KzR6NapFJvcnoxzstnFlnZybGTq2E1mTgxP0m+KrFTrnP23PmDCradrQ3KuTSvXHiKQ/MziKJIOOjFJXQJuROs7BT5N9+5DlqftqRQ7yh4XTb2clVK1Rp2uxVBp8NkEOkpfbYzBaYPnQAeiVbPnD5Gq5XgP37zL0hli/h8HrrNDlNBK36fA5/HSbYi4bRbObMYx2589LkcNhsyRt68vkauXGU6HqZUrhAJh6iWN5g8PEOzK2OxWA/GzeOJ1ep2+sA9L+iFgyatAPeWVjD1jIiieFCR9xtffoGHaxus7RUYC7mwWczcuXOHGw93mDp06mMbv374NUeTuREjRvw8+HHVQhab/TNHdn6YD0aehr2PBPOt7V3y5QrOwBjxORWP18fO9jYPVm6iqgOkHoiVPq6InnQmR6PZ4q1LV/GHwhw7NA/8qFdiuVzBKGi0GzUSZ+cYj4Up5rPEgl6sVhN9RSHqt3P+yCSxoJdUrsqD7Ryh2Dgmk5kLx6ZptSV+/7XL3Fvbw2kxcv7oFF84u0ilO2CvP+C9pSzJMT8Y7XQ0E2Gfh/1sjuWtDA6Hg6DfyaHpGFupAka1i13Xpyn3WE7vU6g0GQu4ODr1SOgxCDoSYTfqQEXpa9gtFtKFGu2uQsRr46Uzc+QrXSxmM5liA6vZgNwbIOp1JGNB3A4bP7i1gdNm4pWnjxH02ElnC7x+dZV37+0yGfEyFnRjNKpsZ9sofZWHOwUcNhNhj41CrU2p3mEnV+XG6j4vnJjC7bDwzYtLAATcNv7Lv/48i4kg5UYXdKBpGhvpMmNBF9lyi2ylRdDnftSToCkxGMKvvHSWWq3G/LiHaysZJFlGFEW6Sh9jR0Gv0zEEXA4rqXyDw5MSVosTh9VI0mhiY7/Gg90K+4UqXUXm9Fwcq9mAz2FhX+6xOBki4LFjEPXcXFFJxvw4nB62czU2s1UsTjdzyTg2k4jWl+nLTeq1ARt7JTxuD5GAj2A0jiwr9AQDsQk/J8/4SW6myfUd/K//d/9HAMKhEO+9+W3WdvY5lAzhsAjs76d5uF2g3hNw+CM8e+4EAbeTleUlVtY2WNsrYrFaqUjgQ+Sv/cavUS6XKRULlItNjGYLVk+Io+MRzGbzKJJuxIgRv/AMhjrWV5b42jOHSI6HMJtMyIrCdrrAfacR1RbhteubyO0GZruLU+ee4a/9tb+G2Wx+4nk+TejWqTJWs/kjP6vVaixOhlGkDvBoPjC/sIjb46XYkPnTN95mPBJkcWYSr8fJ9toyqayBK3fWOHd0nr6mI53Nc399D509QmTqEC+99BLJv/m3uXL5ElsPb7GZKdFTZDLpCpNBGxaPk77SpdnqgE5HqVzlzHyMrqxQbYDFJOK0WbDZbcSDLjbSRWwmPdFQAKfdzOxkDKfDTrHR5f31CuHgBIViEU1pE3Db6LQaPHtsCqnT4dbKHvvFBn6PnXOHJ1mcmeK715cJOe2EvQ6UvkqjK/PU4Qnm4wHWM2UUVSPs97CXLeGyW1hOlfD73HQlBXQ6vH1IF2pUJT1nTpzkB5dv8dtfOEbY76Pd6ZAp1jAZDHg9Ls4eSrJfbrCYCLCbq5IpVOj1VQbakJur+zx3YhJRrwPAYjLwV18+yStPHaLZ6rC6s8/rV5axWoxMjYdwmAVkqwnz0EJLHNJsS/T6fdx2KxfvbqADNnMVak2Fy0t7NDoSqjYkaLOytlei2ZVBr0PU6zk2M8aLp+Z4584mFRnubedRBQvZUpOo08wXzh7m8v0N5IGGaDRx8e4evX6fckvBYjQQdBnR63RspMu4vAEEQSDodeBzWpiPO7m1lqGcS3Pl8qUnjNSP57FX763SqeY5NJvA6XSQKTRYODzJ7FTiY43Nn2TQGmgDbty6y5+8/h5r2TrxoBuPTiBkMlGp1skXK7x3e5X4wpmfyVjy087bR4z4eTOaCY8Y8TnmZ3EofFB0UlWVKzdu0yw/EtDPHZ7g0p0e337te0wl1zl27BjtdodMqY47nOCL586TSqVY3U6zli5yyO4hOjl3EP8Fj4Qru9PF7OwsZ596Br+xx7HDCx95H5+UIb+9vU27ss/f+Povc+fmddR2Fbfbgc3pYSNTot1q4BAUnKJKwGMn5jKS3VnDaPcSCYfIFwo4hD47W5tIssLdpQ32Sw0OjbkwaApep5PZuQWisSiCXkD34CHfe+M7TI+HDqq6qo0Gd/d3+N33L1ItnMXn9yNY3TR6GruFPFdXMhw5vMC4E6bHPCRjAQyiSDzi57VLd9nL14kFvaznu3Ql+WOPw4c/fzyRRG4U+Xv/2V9lbnqS/8M/+NsIwqNItaW1bRZnJp843qIoEg0HWBj3oAxFRL1Gfj9DyO3AYBCwW00o6gCjxUJsbIIjFYmN97ef6IelOCBicJNL7dDpdnn6zEksFiudIbRbXXYyWWI+J6fmx9gvlNGjYTQaqXR6XLy1SqHewe92cvXBJqmqgn1MZD45TqOjMBENYrOaadgsHD9znnPuCGgqV99/n6u3rzAV8zBnsKMXjTx/coatVI5ao4koCGiDAXOzM8xNRHm4mSYRC6L0VDpdCXQw0DQyhQazi4c/Mv7tdscTEUsf/L4/GDnz+BzyeT08febkwUaqJLXoDgwYza6DiehoMjdixIjPIz+uWmj22HlSu9s/cS+XD/Y5yBSqvPHWeziNcGR+iiPPP4XeYOD1P/sGZqPIs+dO8syRCbZ3dri3vMnKdppKW8HjdjGRSGL1hHnuzOITInupVMIqarz6wjNIQyPxRIJjC9Pcu3ePviKTzuQJeR3kinVkpc9E2McLJ6fIVBoYrG7S6R2uLu8Q9jpxWIwcn44wNR6k3mihDvU4rRaeO32Ib751E8noZyzgoVgtYDYYaPd12O02nGbQlAaKamAmKNJpt7i1kUfp92l0FIwGgVfOzOFzmhH1em6v76OqAyYjHu5vlbBZDIR8DnTARrrI2nYebajhsJmo9wVurWe5t5Wl19PIV1so6qNKqBdPzhAL+XCaBVTFQcBpoVRvo6FjNVVCVTXsVgsRn4PLD3b5xvdrvHQyyZHJEHv5GvWWhN9l5eRslIjPyQsnkuQrLU7NRdlIlRkMNAS9jusr6Ueu5mwFUS/gcVixmk0YzSbaisb9jSJ+n5+GArlqC1GA1VSJiMeKoNezX2wghHWYTSLVlsR+ucFwCO8vpTk6FaHZ7ZGvdekNDZxYnELpD5ifnGd2zM/1pU2+fWWZRNTLrz5/hEZHZjdb48hcgpDfjaKzomoDzh6dxmkWcNuMjDn1oIrkqiIbe1nurOWwOrw4PD5OHj+K3W47GD/drkS62EAeOA8eEwwmnFYjT5+YQ1YU8g0Ji93L02ciXLqzxmCg4XI4aDbreOwmfvml8wfVRm+8d5Od/QKdrvSE8aTRbLF/a4nZqRlgFEk3YsSIX3zyuX2CHgfo9EhKH51eQFL6qNoQtd/DK/b49d/61SeqLW/fuvmRlJNPWxuJejCK+o88LkldIn4vPflHlTCPDX8TiQThVI5/+Ld/E5fTwd27t3n21CLOFxz84Wvv8i/+8A1MQ5lE1McLpxcY6gwsXX6D7a11/t7f/1/x9DPP4g8E+d4b32F7e49GIU3UNcdQg0azidNmYjAYoA01LEaRXq/H6dPz6HV6SvUWLUXDbjFgM4notCGpUp32nsz1lRQ+jxOX28N42Ecw4KNRzmE16lFUjc29Ir1+H6/TwhfPzlHrSIiiiNls5c7WPvVag9BCmGOzY6RyFYwGgeFwyEADWVFJF+qMh30IokBvMCRXlVjKNJiKBXHbzeyU26RKHYw2Jy+/8BT/7t/vU24rPNzJPYr2G+iRBtDoqlhMAtlyg++8v8aY30486EQ1CFSaXYZDjSsP9jg2HWU9U+Yf/daLhIJ+NPSMRYJMTcTg7hYeu5G5iQjCoItBr9EbDtDrdKgDja39KucXH5lari2nMJpMmIxGYgE3L5+eoVBroch9okEnybCXUqPDUKdHp9PxYCdPX2/myy+ewWYREA0mPA4LzVad3/vWO5SqTQ5Nxbhw9gRLa5tcvPEQf8BJKBhiY30VAQ0VPS/HooyNB0mGnOyls+xm8qgYeeXCU+SLqSeM1B/sR/iTGJs/yaAl6AUsFitf/PJXsFht1PO7CHqV9WyDWm2XYkNmbPEsv/4bX/+ZjCWfxSA2YsTnkdEm0ogRn2N+FlH7g6JToVQ+6G1kEAWW+yp/67f+CuVakzcvvk+1Z2ByauYJp+Xs7Cxf+7W/wvq9q0wmZz5VqP8sAtcHUVWV9y9fwtwrs7mqUS2XmE1EODQ/gyAIDN6/xcrmDi+eepWbD7dwOsxMTowR6krcX9tGp7PS66tcXtqg3JAIxsZpV/KY+zXCDgcuoUttf5OrpRxzh45z6PBherJMs5Th2V99GbvdSnY/S2Z7DZeuSa9V5e3L13nq+BzaUMdAsGCwewnFp3nmaJKdtYfsV2sMl7dxO63Umy0q5QqZfJVQOELM3UcvVbDhx2O2sL68RL5Y4tDcDNfurXJ3dYeXX3kVnU534Jb55a9+GbNe5btvvkmtVqPYkMlW2nz5pY86WiwWK6pcp94oc2Jhhp3NLbr9AV25T7Ul4/W4Cfk8dKUuXblHV+5Ry+0QC7gplcusrq1j1A/RCyLFuw/Y3U3h9/tZ2y0g9uvQ7/LrLx5nbiLE0maapY00Y0E3Yl1ioOm4vppDkndY2spz4at/lbnZWe6ubhPzuyiV9Wz+8Di7w4mDxcfLr7zKP/3//g6d/AaFaotcvsjq5iZoKoeTUWbiQXYyJQqlCjqDGUmFt2+uYLNYyVc71Dt93r72gPnDx0hOPNm/q9FsMZmcwmK1/djImU87h2xWMy2p+6PveTSZGzFixOeQD1YLfdr17ie9D38wLleIedG1PMxMRAnG4swvLLK1kyIZtONzWgm4nTSbddzGAa+cmuL+RhqX34dgtmG22kgmp+h0u0+8RqlYwOey0+zKRCNRMoUGiVibQDBEfm8du8WADhtduUfMZ2V7d5dUvsJ4OERfatHp9mm32px6apGlzX2m4iHiIS9ep5XV3TytZpdAIMyJ+Ske5rqIRhMMzNRSLRaSEVw2C7s7m+zulzEZDRyfCeEPuYj5HNjMBt69u02q2MBhNaL0B0iDHnod6HTQ7PawmAWOT0cwmw3cWk5xZzPLf/9H73BsOkrQYwfRwEa+haYzMDXuZHosRLMrU6p1MJnN5Mt1DG4TQbcdh9mI0WvHZTUQ9VhR1CGapjLUhpxfiNOS+/RUjW+8dZ+VvSJ/89VT3NrIUGl06Eg9XjwxjcNiJOK3U2/LXF1KUetIvHxyCvTgtJrQC2A0ClgtZsw2J1ann3xbh2Z0sF3ski/LlOpthujoDzTm4kEebKW5tZbFYTFiNhpYT5Vx2c2Umh3eur2FzWJEMFiYmYyRr9Rwez187ZVn8diNWMxGfvD+PexmA5liE1UbojOYCIQiqEOBbLHKvaUMXz43i91uo1Is0G8LSHKPckthK9egjZWvvvgqbl2b1e30QSV454cRygPBwsT4j+ZFOk1ldjqJyWQkGvQ+8buz00m2il22d3ZwGwdPxBMDHC1WebBV4C++9y4nFmc+9jz6cX1IR4wYMeIXgcJ+mvNH5kgkximVK5RaTUxGE3qTg+mxAG6f8wnz5yelnHza2kjVoKdqH3ncYrFSKOeJxifZz+5TKhboyRJGs4X79+8R9P7IINuTJUxeG5V6k71UCq1b5etfu8D81ARmo4FKS8bhCfDvv3WRixcv8uqrr7K4uMjs7Czr6+v8X//xP+KtWxscTTYJOM3U6yrNrkLU56ItK/R7fTZSBWbiIZRen1yhRqHSQuoNHpkhY0Fmkg5Q2qRLLTbTBYx2D06rkb6m4/V33mci6KTW7GA1Cnz5qTkMBhPsl9jJV+nIFdZTJXp9lXsbWcJeJxajgB4d5UaHjiwj6HWEPHbqzS79AXTkPi6Xk4A/wGqqiEE/wGIwIup0+C0C9+7cRtV0WBw+zO4wbUkiV1MoFAuY9Rp6hkwEXbidNtxWI3/4g3tcOD5JwOPgb7x6iveX9qg1urxyZoZap8ehYISFySg6NEz6AduZInvZEr/60lk6sky31USzWFD6A5S2ynq6TLXRwe2w4nPZiPicdBSV+USEdKGGUTAgmHWMB10YBD12q5H+ANShxps3txmbOYrV7mQsYGd5O4MsyZQbHXqyTCLsIRjwI8ldZqaSGGwuri/vk6tLvHD+BDPjIWDIzt4espJCqlvY2i9yYyXHV3/l1zl2aB5xdeMjRurH2tVPYmz+LPpVMplkeztKancbrdMmHJzh7P9Mc4KfVD8bMeLzwmg2PGLE55ifRdT+oOiUTe0yFbJTrdUp1VvIA4FKucigp5CM+ZGNNl546QsfuRl+nHBVbTS4v7JFQ9JQdXdI7W4THYtj9cY+U4b8Y+Fqb/0eF45NMhF0ojQs5DIpBEHP/MwU+qGKIAqkym16mp66PGQw0DAaDaQyOeqtNudOHCYZtHJrNc3uzjYJvxV3fJJExMdMPEix2mQrWyO9vYY6GPD+lUso7TZbm2u0Wm16rSpOncTx84cJeWxcvLvHdqFN0OdhL5Pn2Pl5zKYGxXwWbaCiF81Ue3pS2wUUuUs0GqY9tKHXDTh3ZBqTQWBtfYOZaY3psXEu3rjLv/jdP+ZPv/0GiqIwMTHB6ZPHkTptBIORjXQJuVHAZTXicbuZmggwGOzx/s1bTCfjTxyL+PgY77y1ikEPna6E2WIhna8S8rooNiQWphN05R6rOztcvrNCq6PycOkBw0SEsZCbgENEatYYagJ+mx5Dv8nuVp1ao4nUbhB1m5FkmVvLO5TrLWptiQF6dIKBTEPBZHUwEFxMH50gMR6jWStTb/WotCu4nTI2h+tjo16SM3P8h8sXQa5TqVRZnAjwq88fRR2odCSFhZkkBoPId99fQqezUmwoNIs9wjEn3mCCfrvGobmZJ57zoxO7T4+ceXwOfbgazxXys7y2TSGfPyiLH03mRowY8Xnkgy7LD1/v4vE429uPYksfru+yvrbK4bkkycnJgwrjj+vl8jgu9/yxeSq1Orffvo9Fp9Dtdlh9uITd4SKVzjAdD+G0mtlYX8Nh1h8I80O9nnJXx5mTh7l0awmDM0SmVHni+tmTJQZWgUyhwdlTJyhXq1y6vUaj2ydVqCHLPR5s5Sg1ujgsBpSeylqmypGjR/EFY2h6I/p+jVKzR7s3ZNLqwGI2MxYNI/VBM7p58cLTjG/s8vD3v8Xs1AkmEwkqtTqoMivpPFu5BmZRQNBrTEV8RIIeyvUmfped5d0iqUKdrUyJI8kwBoOJWqvLerqE0u9zeDLEq+cX2M1W0Q+HRP0O/uy9Zd6+s81wqKHT64kGvZw5nMRldxCNeLHWmsQDTpZWt1nd2CXgteNzWNjKVzk3N0bIY2e/0sJuMTIRDtKRFDx2C3vFOgaDyDfffUhX6RMNuDg6HeXWWpbxkJugx0lbkkgVGhxOhml2Zbb3q4iCQF/VmB3305Z69AdtrFYT5Wwdn9fPXNzHbrFNp90kHgtTqxbpVDsossxbt9aZDLsxGw3sZKvsFmrsF1s47WYWEiFub+QpywPcLoFqd8i5YwvY7TYkuc/0RAyTJcVYOEAi7CQc8FNrK9QGA3LNAdLQiNrvYRL1mIwCU1E3BbOJnVyJfE0mEhtj0hpk2jPBhRdeYvXOFex+P02pcxAxZ/fHMMhlEj+sEAJQZIljx45hNgpPxNFFJ+fwxgZUbyyztLbNS8cnn9hAajTb1Dt9vvjC0zQ1M+We8SPzBuCn7kM6YsSIEZ8nhsMhmqYjGgkRjYQOHv/BpRtEfC50H4qt+6SUk09bGw1FM93BozSND/7M4/Hwgzt3GBpsqFLzkTkg6CRfrLC6vkl8cgZVVRFFEb3ByKWb9zEL0G5U8DuM7KX3Wd9O43I5OXn8MJGQn8XJMA/u3uTVV18FfrRpMD09RWHrPtWWjKQoWASYjfvx2E186/IyHqeNjVQOpdcnU2qQK9VIlRrEgi5mpuK43H5EUc9UIkDAW+FP331IttRir9CGXguPRWBu3M/WPpgE2C/W6fYGtDoyrY4MwyHnF8fIlhqYjAJv3lhB08DnspCvtLi3nsNiNuCwGtHphuzuF1nZLfDM6SNYBIWgXcDncuF2WNANNULhCKoG6f0c799d47kzx0nlS6xs7tJp1gi4bGTKDTRtSNSk53/4syvs5mpkqy3+y996gUTEx0Ab0lFUxgMuKt0+26kcVqNAwOsmVSrSbHUYDIeMhf1spTJo2oBoKIDRZOH+Vo50oU662CDitTER9lJpdjAIevbyFWxWO7Vmi4DTQNBrp9XtwUCj0u7icdqI+t2g9ai0OqxtrKOpCicPzdLoSHhdTrwBLzaHjWyxQXI6yMyMn5bOA1tp3B4rhXKF1Y1tJFkm6LHjsFvJlRv0hxANBw7G6icZqX+StfxnMWj9L1mZ/FkNYiNGfN4YzYRHjPgc87OI2qIocvbceS5eVLi9/CZyw0m11aHTlTEJA1pmA3abHeOgy8pqmiuXkx9ZIH9YuNrbKbKzl8IiDHn2+Aw+j5tGs8X2w5vYfTGSh06TzaQ+NUP+sXB1bGEWp9NMMOBD0EM2tUOjUiLvdJItN9EZ7dQaHTREZBVypTrdbgetL3FqLs7MRIzlzT2sVjNHEx5ifhdWp5dms4HFaGJ2Ikq10WIzvUe5UqVYKnH6yCL9ZolyJo3f7SAZD6HT6xF0YBY0us06rukppkwWXv/Wn6G0KtTCbhZnJhDUPjG/C8lhZTzkIVtu8v1bbzMbcXEkGSEU9LG2scNOOstOrs4/+/0/58Hq5sHn/jf/+l/yxX/9O3gmfNx/uMqglualp89w5syZg4jAlbU1vv3a97j3cJVTx34U4ebzuKkpAns7m0itKkGfkzv3MtzfyuF12RlqA7pdmb1inT5GjkwGaBZ2qVo1HILEUG4T9tgQBZE3b6yxni7gcbow61SaQwFpoCeVr5KI+liYGicxFmE5XaMk6Wn261iGZoLBKImol4gdXNEgjabl0STHH/rIuHm8UVjaW+P8oTFmIkd478YDLIJGs9vD57LRlHoYzFZEg4G+OuRBKsu5Z1/i61/+6sFE7crlS1y9t3owsarU6txa2kAa6BjoH21gxhPJj90A/fA5pA5WD6rxXE473a5EOeAjuXCU7eyjsvjRZG7EiBGfVz5uIfvhaqJff+Vpltc2uPVgnfubOY4eP/mJvVxSu9uEvQ4erm3QLBcIO3TMjY9jEEXure/xg4vv4fV4mAqFsJqMVMobJA7NHAjzLoeNdKV8IDwVJBVnMM7F6/egL9Nut1heXkaRJY6fOkNyYozZqQTbe2m++Rff4eZ6EQMDPE4L4wE7dpMZUS+wOBmmXa9jcwd47vxpOrUsis6I2x+i2ZFQvTbylQZOl5seJgCqbRmX148kS+gFgYDfx1jYj5E+hn4DVenS6/U4PBPDbjHT76sUKk3KjTZBjw251yfgtiP3+gB0FBWr0Yis9Lm9sovDZmEi5KZc73Bibgynw0G92aFYqTEecuOzm/C4zbx3c4mNVJ54wMmRZAiP04LPYeH+dp5Moc6hiSCTVhNJk4lIwInVJJLKVcnJTf747QfcWt8/OD7v3t3hr37xKa6tZHHZLRyeshMaWijW2rx7d5t2V8FlNfFHb91D0Ot45mgCm9lIwONEGw7ZypQZiwQ5MjmB39/EZbdx8/5DdrNl8oUyRyaDRANOmt0eqqYRD3tZTMZ4f2mX3VIbpzfI4UN+Zg6fwOYJIbQzPH1qgdsPN/mDb7/De+/b6EoSuVIdt9OCbyhQlEVsTsejjSNhSHrfQLHeoFDpYDOWaXVljEYTx48mcbm97FclHNGZg3vvdvbROA5Gg4/mltkq7nDiiXuvxWan3e4wdXjhII7uMfeWVphIJLlTrXF/I81Qr8flsNFodcgUGjj9IaKhEKv7db7wxS995Bx73EPxp+lDOmLEiBGfJ6LjE2ym1znZbONy/sh0WqnWkZUeY2OBj/zNY3H+gxWZnVaDnXSB/WyeU4d/tPbPlOrMHD6FXsdH1k37pTpdvYuHaxv4Ty2iEwRy5RqZUoupqSn0Wo/tvTSzU5NIyoBSqch40INZ1HF6fozzR6fJVZpcvrvJQG9iemqakN/L7Z3tJ97v9vY2LpsJ2eVGJ4iMBZw4TDr6qobc62M2Cezlquzl6yxtF2nLChajkanEGEaLi1J7iMHcY6ANeNhWQWkxGfVxbSVDubzN6dkYAW+CWMhPvtYm4DRTbrRptGX6qsZY0MWhRACDILC0lcdkEDAa9Vx+kKLX72MURRodmcmIB7fDSqOjsF9ukqt2qFRrtNodDIKOWr3BCydnScbH0QkCO4UWJ+YTvHH5Hv/b//vvMBGwMRPz4gxGkBUFpW/juzfW+d03bqJpQwA2MxV0OpGAz0OpJaPT6bFajPTRkJQ+D9d38AeClKo1VnaypAtV/sn/+E1E/ZCeOmRyTGU3U6LVlXnhZJIvnJphZa/IpQfb3F7P4LJZiAZdjAXcbGerPH88idvjxe8dUqg0MFvtTIQ96AQj99Mtnj2a5N+tLpMqtQmPTZEuNrlwYgqLxUShVCFfbrCVb2GyOzCYnZTKZXaHRg6PO5geD5AMOdA0DcFoYjoe4VmDG6lZY3svjSTJn2ik/knW8p9m0PrLqD7+eb/+iBE/LaOROWLE55ifRdRWVZXr167SbxY4uTjDZMBKrVpGrReYnZkgMTGOJCvs5/KYDSK13A7b29GPLJA/KFytr68jaMonLrCjY+MfuzD/II971BhNAW5ffx9dX8JsfJTTXKnWWc/fJ1/rYDGZ2EzliY3FcFoMvPbOdTa3NrHqVYqVOnvFFtNzC/TldSb8bsbDHiRNAFxcur/FWMBFuyOxtZPG7g8TiiWYiEcQhwMWkzEymQzv38xhMxuot7qMB12E/E7eeP11TEYDXiMkDo1TyBd4uLqOYDBjMhupFPOk02nevbtFuVThy+fnOTw3hSgKmI0Grq38gP/6X/0urc6PYn2++urL/Mv/z/+DaDgIwOb2Ds+dnEdQu+Tz+QMhZHZmmqnkOm9efB9REJ443uGJGfLFEst7RdzlFg1VRNU0Bk2F9PsPsdqs+MJjfO2V59h4eJeI1U63r3B/aY1EyIbbZmArU8JtBnU4wGXScHnd7N2u4op5WZhOEA950OshXesRDFvpFpu4vSYOHT+NRafw8lMnPpOw8nijcCbuJ3I4jNthI1tp4TZp1CUJuyeAL+BmPVVgoDPgiUxwYTbK3/sH/5snJkwfnFjtbhfZ3UvhsgicPjqF1+X6TA7hx+fQmz94jSNxN4qisLNXp9JoY3UHmJ2ZptdfP3DejSZzI0aM+EXh8bX2g/fk6eQEF555dG1OTM18ougtddro6NKtl3n25By7exacpiGTYxE8TiuvXX5IXTDSaHUYDgYwBNsHKztaHSwWK/BD4alW4cKLL/PN/5ghv7dB0GVmcXaaerWEQZO5fuc+T585yezUJAZRZCrmw2bQYzLpOZaM4LKbQKcjXWqytt8im06xtraB3QhOuw2Xx8tqNo3H5WB+OoG+2Wa/0uH7l2/xYDOLXq+nUqkiCDqSYxGcditLQw2L2cRuqUKr3eHBZo6I38Veoc6N5V36vQHxoIut/Sp3N7MIOtjIVCjXOxxKBhH1evKVFnq9juZgSEfpc2ohyXqmzETEy8KEH4/DTFvSMBpNBN020nmBiYiXybCHdKmJ323nuaMJ9vJ1lncLTIZ9OBxmDHo9FpOR25tZ/sn/9A611o96R8zGg/wP//hvsJuvMRby8szxWYJeO8ViBb0OEiE3W9kK2nDIYiKETq+j1e0T9bnxuy3kK22mx/yEHAY2d3apdcFm0pMIumg2GuwX6vjcTjxOO3aLCZ/PDQONfr9PtSPTp0q6WKfZNxCWepgdKhs7WdqNCplMhr7SQZZ1eGxG1nbavHZ1g0iqw1g0QsBrxGk1otf0+D0umlKE5UwVvcmC0tMw2czMxpKYzDbqmTVauRyvf+vPMJotGJwhipJKuvbJ997PYq4aAnI5RbmrI1UqISsyJqOIqMncvnMb2eg/cMF/kJ+lD+mIESNGfJ44e/5pvvUn23z//XtMx0MHG+qruznsZoGX5j4+7stktjxhTpmaDDLmNXF/ZYtLdzdJTMQf9UT+QAXnh9dNCyefwWD30a/t0x6aKO2WsViszC4e5sgxgUvvvsPq2gZTk3H2szmkrsTWVpVEyEnQbcPrtOKwmjAbDdzYLLGdylEoV7E6XU+839TuNkfmphjKTTqtEpliDYfViEnUMxb08CvPHuHGWoadXJVivUrAbWdqaoY+IhajgCAKFKpN9GoLUVPwOO1YLUbQ6Zjw2YkFXEQjEbazBcr1DiG3lXjIQ8XUYStbJh5wEfI4qDY6HJ2O0Ov3WU2Vcdst9AcDkhEPqUKd3VyDgKIi6PSEfS6S0R4Oq5Go14rW76OoKvlqg1jYz43lPfRGM6fnpxj0e9xd3sTvNCErPUJuK16njX/7+m3ubWQPvofZ8QD/8NfOMxMPI5ptlOsdjAaBVL6GyWLGatLRajbJ5IpYzEY8Dgt2axhJkujICkqvz0DtU2m0OTkbYyzgwmE18fKpKaYiHv7grfuUai3Mgp7pqBsdGgY9bO7lqbUlGm2JgNOOy2pkoA2pNposb+zSaLWxGvWkChXWd/aRGiUWJ0N4vF5cHh+WwYA+Q0rFLN1akbVan6Hi4dziBEfnJ6jX6mxkylQkeOnFQ1RbHVbXNhAsjk80Un+cAbre7DAcaqi6Au+89f2DiNoPjt2fV3ztqAfjiF9ERorYiBGfY34Wh8IHxaVCPMzl9y5i7Hd47uQsNosZq8mAxWTCZDLjtgF9+ccukP/nWGBLnTZ2r4d2o0q30+Hu8gbJWABFg41il7VUCb3RisVowB+O8IWnT/GdN98hm92HXgdfwIHLbkHqqdTbMgB9bYgoCgy6A546Ps92pkA6V+TmSorldJlfP/0cZ0+dYHt9BYtOJuIy0JO7DFWJ2fEIN1dTTIScSL0BEwErQ7WPy2Hl2ePTNJshsvkCV+5v8/qlCiYU9osN9CYrc4koaAP2C3ksFjt////2T/n2xVsHn9Xj8fAbv/Y1LhxPUsxnGGp9wuEw3U4Hr8dAp1XnyrvvMDO/QCAYIhAIEA6Huba0zWsXb6DT6YiOJzh5+gxrr3+H+XEv8WACk06l31d5uJPlwXoKr8uFLxTj137jN7CajOwt3yboc9NV+mztZjjz0lHqzS6pXIUXTs5QbCvkym2cNgtRj41yuUK+5GGoaUg6M11Fpd6UyJcq6G1BvG4nUTuf+bg/HidKu4rDZsPn85FIJPBYdOg1lZ18nYGgoy/Yefr5FyhU6lRkw0Ek0872Fu12C5fTyUQiSWLqh7EHw0/ewPwkh/Djc2ht+QE6M+x9IPomHA4j6IUnyuJHk7kRI0b8ovBx92RVVSmUymRTuzxY2eTM+ac/dlFssdnZerDMmYUYLqedgN/HfnqPoE/GaBCIR/1UFB2bqQI+pxWvP0Cn+2ijo9Fskyk0mF08/MP/P4rXTaVSOI0aX/mtr+NyOhhoA1ZXlinup1hduoeqDvB53Fy5eZcT41YS0SBjfhuHJ4MYBAFJUbh0b4dOt8/8TJBuRw9aH9Gow++x0WzYuP5wB0Qj67tZJM3EUC/idjlBpyefy9GtFbHNJoBHm14Wp4dUcZWIx8pGpsxmtspAG+Kw22l2JPoDja7c59K9XWRVRVUH9PoqlZqEpPYpVFvc29LTUzWiATcmg55WV+GpwwnsNgs9RcHaG1JsPnL+HkqEkXsqijpAUvrs5Gp4HBaSUS+31jMsp0r43XZqLZk/fuse33znPsMfHhOr2chvfuVZQh4Hmk7gweY+M/EwU/EIIa8NRZYQBT2xgAO7zcSN1TTz8QA9VePuZpZnjyaYivnZLzWZHQ9gMZu5t5FBQ6Am9jg+O4ZBP2C/1OLE8WMcmo6ysrpBKt/AKOppdWV2szVuLO+SSMT58hee4rlnnqLd6XDtSpO1pW1eOTnJi1+8QKZY583r6/giEwzQYzGJ6DSVnb00S80q4VCAE8eP8KUveLj6cI+g24nVAE1FA4OFH1y5idxTeXlxGpfDwfLaBssbOxgsDo4eP0k8kTyIavygwBMdi2P3/fj45PV2hZPHF8jtp+nWS/hcdgaaxtJyGawcxNh+UgN5VVXZ3kuTSmeQpC6tdpeWZv7UyucRI0aM+LwwOzvLmWdeZmPpFjdW9hH1j3oY6a1eBKsZm+PJNd3j66jBGfqIOSXBGFMTcS7dWmL26ImPrJE+uG56XMV099YNwk4D1vEx5mZnSU6MI4oiA22ANxDm9YtXuXf/ATvbGwgMOD4Txe9ykS032M2VmUqMk4hbSVcl7i2vs5evc+z5rz7xulKnzexUkvXtXa5dv8GRSR9BzxhOqwl1CIgiTqeTUE+jreqYXTgMRjNKR8JsElkc92PUWuznJDYzddDpkfogCHosVjOLU2NsZGv01T6nFhJkCxUkESRFwWU143FYaLQlctUm8/EQXUWH226m0jRSaXSxmU1E/S7QgddhxedyUGp0qLUk1H6PeDLKoK+QCLu5tZpmeWufniyxEPWg6zWploosjHv48tOH2MxUePvmCr/3+g3kngo86t/4tWeP8Hd/6QxduYfRZODe6ja7+yXOzI/zxrUVLIpKMtpj0B+gSB16PZlELMRLp6bZ3i/zYDPFg80cK3slnjua4PyhCZxWM7u5MuvpIgNNh6ADh83E0akIEZ+L4XBIvtrCbTcz6Pewm0SCXgupfIXXrq2jDSG3v8vpQ1NsbO2wu3wHl0WHzWrG5w+j6kQsRpGA00unK7GytMTRhAtBMLC2k2Ui7ObBxj56vY58tUVbNSCKIs1mi3srO7zwpV/7VCP147V8MpnkyuVLCFrqifnC+r2rZNJp9DpoV/ZH8bUjRvyEjM6MESN+TnzW5r0/raj9QXHJZrXw2vdUGrk840EnTluPlXQZeSASDIdJWC2sZ+ro7e1Pfc4PLrA/zKfl034Qi81+0PT4r371JTKFCg+39ilWarSkHhaLmXOnTyEMZXZ2NvmvLl0h5BAebX6UXfjdVsbGYvQwslssoDcayVarWA16nB4POr0On8uK3LXSkWT0ooFIJExyYoxytcq7b3+fhFtkOBzQ6XS5vrSD2WJmJublT35wE7/bjUkU8Pp8TMVjDDSNeCxMs9vjO5fuMzURZ2zCzbG5JH6HkXq9xn984zL/9b/9NtXGj76/ZDzGP/z7fxezoDI3HsQpqmR31qiUyxRLRWj2SY4FkBUBp6iS2Vrhzu1b1Gs1klEfM9NTbG3vsrd+j42NNbq1In/v1y8wm5ygVqvRbNTx+XykC1XOHV9kIjnNwsw0d+/eJhYJgjikXqg+ahDebnN/I43HbkIbgtIfYjeL1Ot1fE4T/Z6Oh+kGFdWG0aBRbbTo9obohkOikRA9WaLSV/j+O+8hSV0sFivx8TGSE+Mfe9wfj5O6Kh2IjuPRMBsbG8zGA8SiJgL+AE1VxG53cntll1ZfQGpcplLMYR3IjPnMqFqTVnaN1WaJ7f0Sz52Y+ak2MEVRZHJq5jM32hwxYsSIXwQ+LHqvb+3y5tsXaVZK2MwGnHYXbkH62EVxPJHkytuvYxQnAAgF/dQaDe6t7tDv9TCbrTRKVfIDPdm6zNzkOA/WdylWGpSbMk5/iOTE+BMVIB/e1BL0AvMLi7g9XgoNmdfevkYkFqVRb1B16XA7ZY7NxNAQHm1g5GqYDCJz427mxvzYbRZqLYW+NmS/0mAyPsaDh6v88TsPH7makyHCQT9Om4VsvojT5eTy1Zt05B4zU1OkcmXq0hBnaIJOt8IQPWGvC6vFRLHe4t5GmnSxAUMYCwpU6h2sZgNBj42tXJmJkJeg10G92WUAbGdKXHmwiyiKnJqLMQQ6HQmf3491oEdqG3BbXeSrTdSBxlzcj9tmRh0MmIx4WE9X0Ov1rKQrfOO7NynVf9Tzcj4R5n//W68i9YfsFxt859IShXqXY3NxtjJ5FNnFEB3JMR9mg8BQG7KTreG0Wgh7HfjdVt65s02tLdOS+mSKDZR+jWjAjVHU47CZ8brszMZ82Iw60vkyoh5EUcBusyBJMnvZCtlKk0jAzfOnFxn0ZPbzeZ4/f4ZXnjvLm68XsFqMNDo9Kp0h0XiCqViAar1Fqlij025iFYdUewNmZ+Z49swxqrUG88lx/OFxLl66SqWj0tRXMVvs/Pavv4DL6eDKjdvoVYkXjiUoVGrQzrF6p8T3vvsa4wEXE2HfgcCzcf8aDUWHIkm89e5VOu0WLreb+cNHSR56VO39uAL5L773LoZenROL0zS7MplCg/nDxzg0N8PVe6uf2ED+s/RQHIlLI0aM+DwjiiLPX7jA2Pj4E1rDs2Nxivkc799Z+diNeKnb+akNox+M2J0KOwi7jDitQ9aXl8gXSzx95iQA2XIdg16HWVA5NhMnk8vjc7mYnUlQrdZY2ysg9TREQaRabXB9Y4PDT73EM888w/LyMjeuXSWb3mVrcxOrYcjxuQTzyTEYShTKNTalPi1ZwWqxMhQMVGQRzeSj3FIQTRYQjFRKJUrGLhGvDaOox+u0EA+5ubWeo9NR8DuttNsd6s0u/Z5Ks9Om1e2Sa3exmo2U6m3ubuYIeu2Igki+2mQ4hEOJILv5Gtu5KgGPDb/TijYEs1Gk1mqzna2QjHnR6fSMh9zceLCBz25kKubnvfvbnJ6J4LYIdKUuOlScVjO1eovf+cZbXH+4e/BdjwVdnF2cIOp3c2Uphd9tpy5lSO0XGA+60Qsi4xE/Tx1foNfr8e7tNQJuM6emYphMJlb38gz6fc7Oj+G0mPjzd5eYjHiRlT6y3GM9VaI3GDI9FuDcoTiKomIwiOzlq6DTUW/JbOeqmAwidpsNnWhir1Sm3urw4vnjHJ2ZpNJWGIRdvHBsgnfu76E3OSm2VXxOA0qvTzabpdOo4rIKzI2HmU2OISkaRqOFckvG5/czHp9gLV0hU2mTb/SYmD32me/BH1etDzBWrfHPfveP6babnDg0Q0mnYrGYOTQ/QyIujeJrR4z4MYxmwCNG/Bz4cB+D/yXcDx8Ul0RRJDEepaRTSJVaGKo6ZBXOnz1DMh4hky9RW9olNPXpQvrjBfbH8VmF+Hgiybf/6F1eOj6J02knaTZR7fQw6IdYTEZmLGb8bgsvX/gC3/vBRe4/+AZPzR1iIpEgGBmj3arjd7uo1Js4THo8Lhf5doNvXVkm6LFx/e4KvV6PRkehWOtwbC6B3Czz2ps/IBryISl9bqxm6XY6RP1OZicizE2EUHoq1WoDo6BnPhlD6fXY2UvTV/sYRAMhn5PD02N4g2H0RhvLWyksokq3K/F7f/7uwQaS02bhV148jaLpUDp1ZG3AneUNnj93gtnEGJdu3KNcyJGTu6TzRYxmO/GJSVx2M2urKyg6M3Z3kG69zJmFGEZxgu++cxlFbXN/ZYvEWJRKo0s6W0WSJETBwHY6gycY5e7d26wu3cckDBGGAu2eCnqBvf0yzbbEeCBEqlAFDU5MRXmwk0dRmowFPTRxUKq1UYc6XC4HX35qkb1UhrVql929FJZeibPH5nCF/FTrLS6/d5HXvqeiAwqtAZVaHYfNSqvTZW11lXraQSTop9zrEvB5SMYjFMqPXFQ2i5V8tYPVE2L/1hJtVcQu9okF3Oil/z97fxrlaHrdd4I/7Hix73sgIhB7ZGRG7ktV1k4Wi5IokhIlq23ZHi/Hbm/jtj3T7jOe031m2nP6nOl2+7TbHrvbm9qWZEsmRYoUWWTtWZX7HvsORGDfd+DF8gKYD8EMZlZllapEasQx8TunPlRGBID3xQM897n3f++/xOXTi0e+Reu7BxgcDh4+fECnNfLUNfVpCpg/jr/YkCFDhvw08uGk997WOg51m8+9tEgqm2cvU6PRbHJxcfYjSfNQKITJGeDB+i5atRK9TkCr0RDvKugMBKplkY7SyJe++lUA4gcRdsNpNuL7zE+N43O7WdvceaIDZGtt+SNCE4VcgcfjwWa1YNan+NyF41T3l3Ea5ITjGXQaOV96bpFuv8v6fgav00Rd7CGnR0fqMzUzg0qjpXl3hd1kGZ3VTaXUZDEUPBRM9CWKhSIef4BfPHWC1995n7dvrfHG1Qds72xRq5SZnRhjoDJyc6/ESEmk1WoTzRSJpisMel3mx5yUayJOi4FXz0+SKzW4urzPmNeCUiFHYzNiN+mRK2Tc3ogTz1a4uxbmVz9/nm5XIpbKUmp0ERttCq0mbamHoNEwYECh2kQhg0rjsLizGy8Qz1eOCkgKuYzXnl3kwsIE65EMOqOR2ekJVnaj5KtZdg6S+OwGarUGglpBt91BpZCxmyyikMvx2Aw02h1mRlw83EtTaUqkyiLhRJETMwEG9NmNFwm4LPT3Epj1AnOTQWLJLFq1DJteSyKbIV2oYreYeOakHhlyLAYVa7tbfO+t9/ju936AQqHAaTHg93lweXzci+5ht5gwm0woFDLo1JApDZw4foz3rt0gdhAhNuqkUhcRBBtupwNfcIwXf1hsdIw7sNusbO9FnvAr3AkfsBErUCzXWb19B+WpU8yO+wn4PAR8HpLpDInNJTSCjpMhBzZjAKk/oEeN3ZXb5HNZnnn28mEX/94uTbHBXqZ2NErpkRr+kwzkP42H4jC5NGTIkJ92Pk6IOj09/bFTTl7/zrcwu58uGDUY9Ny5s85bb/BUAezjSft6PUgyssXUqJ8xv4er97cIH8So1RsUsxleOH+ChZAXjVrF77/+Fh6XlW67xURoFJ2gZfsgRaZUI1Nq0lObGPGP8M//P/+MzP46Dp0Mn8OGZFOSTCTQ9GzMjvso5HPIZAN8DiPLew1KtTI6nY7RkSBeVEiShNNswGkRePuDA95KJQk4jTAYYNJpub6yT7Hewe+2olLK2YzE2UtV8NhNNPoy+r0eg8GAUq2JXC7n3lacqREnX37uOLuxNEZBzcO9FIlchUm/HZ/diFatIlWocXV5H5fNgKBWoVUpaXYG5ItVCuUG343lGPPayBUqyKe9FKtNmm0JtVqNXhC4u3nwRAHpl55f4NXz09zZSLCTKDFQ6bCXe+i0LeyCEkFnYC1a5OTsBBePjVKpVLn5QM/CqJNxr4Wa2KVYEwk4jLgsBupiB5lcRqbc5PyJKW483KLbH3BhPohSIaNSa+AZNTE94uKtezs02j1ePDtDTWyzspMknG0iyZRoNAJffvEMgZERQkEPW1fuEHBbEdQKrFYHaq0GjUp5OD5PrFCp1pgb9+K1myg1mlRqTbq9LuFUEbtRS6PVw27WodIIGK0OhAacOvXMp86RfVy3/trWDu1yimm/nXNzASq1xhOFzuH42iFDPplhEWnIkD8BPk4Z8bTRXJ+2Y+nDfLjgYzAY0Y/4MGtlOEwCqHWMhw6T8plskZooERwLPfU51VoB5EoS8RjXd1c5iMaYnZk6Oox/lkR8KBSiK9OyvBOjhwz6ElvrG+QqLewWA6OjTrLVKnuRKGubOwgaBeVGmy5qJkIj7Eb22YtnkfW7lEtNwgcF9vZjZDI5Ot0OBYUMlVpFudnFE5zgxcunMKhk3F3exKyc4LmTk2zvyLh2f51z82OMB/3kqnVypRpGs5l+f0CvP0BsNlHJuljMOtqdDpl0llarQzJdYGrOg81mQdGt4jbr+cqLJ/k3377G5KiX//Zv/jrRWAxBq6In62G12umKNVZW10g4naxv7qCV9wgGnFTKZUwaGbfu3mM/kUetGDAQLMw7BkfJC4BsMorPaSaXz/Ifvv0WLrNAwGnG7HaRSdq5cmcZvaDDsDCLot9CbDbYC1dY2jpgasSFRm8kX01ybyuGRqXk9PQIXUki6POg1BjY2I1gsSkwmexoVHD5zDRKtZJSo4MoDnCaBUa9PqZG/Wg0ahr1GqN2Det7OcqNNgGLhWZyk4NqG5dZi03ZJJOuMzvq4qBQ5d3rt5mfnsBpM3Ol0qaa7eDxmzgx4mV6YorI3g5uoUcunz9U/f7wunU6AbvZQFVs4HHYiUajXDx35iNr6tMUMH8cf7EhQ4YM+Wnkw0nvSb8dv82Pz2lHpZARmpxiPZKh4HJ+5FCsVCp59bWf59Z7r5OodFBUWuRKVdpdOf3+gHi+welnX2F6ehqlUsn8/Dwvf/4LR7HBZqL8ROIJoFiucjsbJps8QK0VcLrceDwe0uk0uXSCxblpFhfmeHBnDEO/wljAzY2H29zbiDE16kWu1KJU9On2JVoSTIRGMRqM1GoV7CaBcDLPeNDHZvgO+6kCrW6PydEAswuHo3JkchmCUkYtn8BuFHh5cRSjZox6o0Gx1qHa1nI/XMCokeP3j3DmzHl2tjdIptK02y1ePTfNuM/ObrzE86fG6fUG5MsNXDbDoUm1Rs2JCQ8yIJ0v8+btDc4fC1GpFYlnqyQzeYrlKrOjThTyARaDFqOgJVuqkis1kKQBK/s5PFYBl9VAfwCXT07RlSR+cGuDv/2XfpWxES/pfJ3Q7HE63/oOkdg+Zo0PlVFDryfR70kgkxHPVbGZdNjMBjQtCblCyfHJES6emOD+Top3bq7R60r4XCbsBoGa2OL9extkyiIBj5NbKzv0Ok0un5qm1ZFQyPo06nXylTr0B9S2D5gIODk35UDQQ6pYIVctUypX8Xk92AwxjCYTfrueirxOPNJEkg+g20Apl/HGtfvcXd6k0WxjtLs4eeY8cycvfqTYGI3Fj/Z9SZLY2D0gmcoy4rXz4slRitUUb7/+Ha6a7YyPjSOJFebHPKTyBb708gsfEZw8XuSxWy0snJxgLBj4yGfnaeKTz+qhOGTIkCH//8gnTTn5OMFor99jaWmJfCrNubnRpwpgH0/aGww6yqUi67sH2M0GdCoOu1ErdaZDY7gcFvQ6AbvNQjAYZCOyx2zQwX5Mwmww0OgMCASDmJx9JqaPsblxl4P1JY5P+Pj85TMMBgO+/0EN30KIdqtJo97k3HyIriSRzRewGAWy8Tw6rZZeu870wjkqlTKtRp5IJY/PaUYfsHP94TbZQpnFaR9euxWjSQ4yBTuxHLfX9knny3z+3DSnpnwcH7PT6krsJYsM+n1K1QZ7iTzv3d+m3+tRE9vEslXsZh0nJz2IbQmLQUAGrIYzjLjVjLhNvH0vzMSIC/lA4rnFcVbDaZb3EuzFC8wEC3isBgpVEZWsT6fXZ37cw8tnJnm4k+S//Quv4rToePvODplam7Mnj6E2mNE5Q7TrFerZKEWxj8/tZHbUQzqTQ6kAo6Ch1ZUw67X0BwOK1T4euxmrSU//IEvQ6yBbFik0epTqHQwaNaVak16vT7EmMuq1oVYpsRp1bB4cMBt0YxQ0mEx6zGozDrsdjVqO26InW+2g1WhoNpuYRuyo5GDXFsm2JUJuMyGHGrPex521AwS1ijvrUXbiOSKJHCGfC5tJIJnJEUtmkQZyQhMT/MH33kDnCfFqMPip1/nTJuiED2JU8xnOzo3itpsZC3gBGPPXjwqdn3a6zpAhP6sMi0hDhvwJ8Gm9hX6cjqUPd14ERwJsrhZRdQc82DogND5GNlcgnS3wwf1NgnPnCIVCH3lOvcXCBzdvk8+kGRsLcu74DIVsivfeOeCh08fE+CjpYu1TJ+JFUWTx1Gnq2Qjv31mjnE8h63WYCLiYGbezvrPHg/0CSnq49APUE15k3Tpvv/seWr2JFy+ewWQwshuOcGtpi4N8k5lRD3/uKy8R3gujGHTx+f34AiPsxvMkcnWEXgWv3Ug6X0Qll9Hs9JgYCxJOl1gJpwj6vczNjTBQG/n+ezfRaDJcOn0cuUwOgx69/oCK2KFaq9FQyLBn0/yZL79CKp3hvas3OTkT5H/6O4HDxE4yTbst8aWXzlGutcjWJXyTI2TTKa7evEelXOKF01O43D5afj8mg45Spcb9jQgTwRFQqhj12Y4KKQAGw6FKSDLBvZVN/uqvvILLbqXVbuOxGzGZzESiCeSDPhMBO9WuiEIhJ5Gv0Zb6TIwHUeuNROIJ5sdcoFQhST1cTjt6k4nbK1t0sxkcUpsG8P61BtmKSE9lRG32cGJuAo28z/ruAf1um0a1yJjXQT5foFht8utffZXt/QTvfHCLF86dwed28rvffYet/RRjPhe7+3HevbNJqd7G5Jvha1/8+aPEJHCYUHLbicaimN2OJ9aLXieQz1aZCI1x98EylWoNg0F3mJTMZigWCiztxDl27oWnGmU/4sfxFxsyZMiQn0Y+nPRuiT2azQHRVBaNwUwgEKDa7BCNxZkMjX/kUDw9PU0+l6WUilDIZlD2WtiMWto9CYNGwd2rb7Jy/zYnTp5mbGKKUCj01MTTo7ihVc3TauaxTnlRyA9HuJZLRQrFEg2xzbmZKQAWTpzkzvtvMm0+LB7c3ojRk8mJZkuoFWBzejBaXSgVCtKpOAZBRSoZp5pPouyUMaokJhxqrHYjWp3uSNCSSCY4CO9g0io4Ne3npXPzGA06svk8d5a3ubsRxecw8yu//BWefeYSAN/+5u+x+uA2m+EDotkKQY+VgQxG3FaKlQYWo4Be0FCsigwYoBfUuGwGdFo1Vx/u0Gy1mR7z47Z0ebBeJZWv4LDoubl2wLFRN/1Bn6srUVqdPlq9jkWfnVcvHeNPf+klFuam0el0rG1s8/2rD1iLZLG4RghNz7G2sYHPoqGQgES+zOzoFDKZjFypilwm59i4n0KtiUxjwGHScn15F5/dSLpYp9kBh82IXquiPxjQ6nYZ9PscH3djztfQqpVMeKw0xTbv3dtiN5bDbhKYDTo5M+lCp1FRrIpURYlas4dLr+W584v8q9/5Lmt7CU4nU1j0akzqLjZBRjjcpNToolDK2I+myBWKWPRqFie8KJUKUsUGkfAuMyfOAU8mKUWxidntQJIk3r5+n1t3H+Bz2dne3sauV2IXtEyOu7izGefKuxEuLE5R77TxWPRPFZw8HkN/1u75z+qhOGTIkCH/ufFxkxu2d3bZC+/z+ZdfemI0+OMC2MeT9o/G2T46r1XbfQoNCYd3hMXFeWrlPI2miMtp53PPXeB7XYm723v0+j0M+kPPQptHj9NspN+qUEzvc2HWj92sR6mQE/C4cNr2sOuUVBpNJKlPo9MHZLhdLgbIUKmUBNx2dnMtZsZ92KzHuX/nBldvPaTVrPLiheMsTAWpuCz0pA4ru0lkDDDoDjtmnDYL9WabVlsiU6rT6Q0I+Zx84aKX9x/sILYl2p0eb97eoS62USjkPHt8lBcXx5EGfXKlJq2uhNWsZzropNrscHMtQSRZYGrEwU4si0GnwWs3UqoaqTfaLO2maY+5mPDaCKoUJPJ17mwWmQk6eG4xhF6n5eFuhkZPwS+8/AwOu42uyox99BhyhQKpFKNdTpBNpdiOxAh5TXjtdpxWA+FUkVMzEjqtGpVSTrfXI5opsrKXYmFqhFy5wbfevo1GKUfnMNKWeuwni+SrDaLZCr3+AKWcw3HJOjWVepNCpcEzlxYxG/Vsb22QSCRBqeXesoJqs4PY7eP02BDUaaRimQlXkHK1yvZ+kjfubKOSQaXVZcxjYz5oQ6WUIShhxGOjJnZJVrporF4unjhOIlcmGo1+ahHH02KAR8KVTLKB1B8c/bvZZCDgNhONxXE6HMMx90OGfALDrNmQIX8CfFpvoc/SsfRhHu+88DpMNBsNHm7sUirksNutNOUG1g7y5KptAvPn+aVf/hpKpZLt7e0nnnN7L4LTqOUL518gkcnjCU4hX5gnHIlw494aotzAM5ef/0MT8f1+n3g8Ti6XQ2cwceO9bbzaFufPTSN1W8jp06hV2Y2l0MlkhHw2dptF6kgYBCVjAQsPdxJcuXads6dO0OuDNJDz3MUzXFoYZXFuEkGtwGsRaLU72OwWur0Bt1Z2mZoYoVCqsrwVZWx0nFZPzp//6ks83IyQKokEA0oqdZF0vkIkWydXrnPyxAmKYp9MLEUsVWCg1FNpSvzBB+/wdUniV37uMpPjY/z277+Jz6jgxPQoMoWCZK7KwKAimszi87iIFQrMTk1gNZt5/94mfalHvQ1nRsdxuxwoFAoACuU64Vgao8WK2ah/4t4pVGrEbh9Bq8XjdqISjGTLTaT+gEqrx6vPnWMnEqXc6NKRCfRUPean7diNAm/d3SFbqjE54qNca7Cb69BS1xhz6amlC+ylytSbEr6gmWqtjlqrZ4ACjUbNbiKNT2fHZjYzEvCSTqe5feMaVo0C1DoMJjN+NxiNBsqVKsdCbtotEZPJwAsXFtmIFRBleuqSgpZcx1d//c8/dZ08CvIEQUel1njiZ42miForYBbUaMxu3r+zTLdeRNETUcplFGstLCYDrVLyD/Uq+KP6iw0ZMmTITyMfTnqXywW0Gom5kXGsVityuRyzUU+skP/EpPnbb7cp7+6wOBXAZLEQTWYZ9elwmnRHHjXbS4WPFa88ilV++Ysvsra1w+ZBCqNGTqfV5Mq1m6zspRgd8ZNNHtCslXDYHfjHZ4gm99FqNazsZUiWWySyJdwuB8987hyNWoFYKotKMBHZy3CQSHN2bpS9RAGTRs7m5hYudwVtOofDZmN6YowrV29wd2kDpQL242ruaeV4HCYEjZaA28HDrRghr5lM/ICVZd1hp5TbjezYLDIGZMs1VCoVgvbQFLspdrGZtIhiG6VCzvSIk71EHo1KjSdgJFFs0pIU5Kod6MsZ9doIOC2UGiK5cos387t8/9Y2iVyF/+d/+RWkVJmXzk4yGQxgsLsZKAQiyTSZQhWX1UhTFHnx8iXCBzGKmRhf+9x56LVp1atUGi36A9iM5tFplZydHYWMnHfvbeH3uCm3ZaS3E2xHM7TaEovTPhqtLqWaiEFQI6iVmA16PC7rD0fwOMiUaowHnCQyBVwWLc8vBjEIatRKBfNjKtRqFf/2B0tEch2eM9kI+r082Nin9lvfQyYb0Gg08Fr11Ns95BojE0E3m5EYmVyZiwuTTAS9KFRKRuoNdhIlHt68gs8feCJJKQg6CuUqsWSGleUV5kZseF1WMpk2+VIdURoQcJkolIzsxTJoZF32sllOzE48sQb1OoFcpsxAOeDOnbuIjTrFcpW9ap6Az4PdZj363U/qnh96KA4ZMuRnmY+b3PDO1Zs43B4Wj80+8fuPC2A/nLRXyBX4fX78Pj8ypYBxRA1Avd7A6XKTjGzhborodAJf+vxzfE+lYm0vzcp+ksnxIAazFZtOTrVYwKpXo1VCtVLm7Ss3MZhN3F/dIWDXI2jUyOUqdGYH9S4oBTXky3jcHk6fnEMXL9EXKyidLmaPLbC6uYPKrKEptlAgcWE2wO2tOEahy3TQASgwGEx8/d37TPptTATsjHrtaNRq9uJZ8pUaIy47O/E8Wo2KfLWBxSBgMmiY8ttRKJV4bQamAm7ubMbZSZSRqdRsR+LUag00SiXdbg+XRYdGKWdlL0mmWGdh0s3X31njt958wN/9U88zM+JAoRhQLDeI5eqotHrSWyka0oD/4pe/xBdfvEAskWYzXqTdEpk5doLNUhqHd5xipcn99WVcpinylQY6QYNaK/Dd6xsYBDUWg5Y3b20Rz9co1VpMjwXwuWzcXouyl8rRkvrMCnosFhPNjkQ4nqcn9VArFSjkcm6u7dPu9jFo1UT3d3HYnVgsZm483MLrD7ISK2O0eyg2ehjrbertHhajwIOtA1Z2YxRKVfwOM6MeK1vxIn63DbPVgUV3mEOpd2U8/9xzGMwWyh0VZxYXUK5ufKZO4KcVREWxidpkZKBQ0+7Jaf5w/QGHhbB4nPZAORxzP2TIJzAsIg0Z8ifAp1VHftqOpafxKDm0vb3NG9//LtVcHJfLzdh4CLHZYD9VxOQM8Nov/coTXSEffs5Hig2v20Gr1aJQyHHy5Gn8Pj8ms518R/2Hbublcpk7d+6QSafotltUqjXuL69xKmhiwmfFKKhJZ3LsZ8qks3lePL9AKpWiVivhdxgRBIHBADwWPZF0hjffvcpGrMD8sQW8LvtR0UWj1iD1ehj1WqqVMmajnlazwVgwgEZX4hmrjxcvX+Lf/Yc2N5f38DrMFKod7mwlSOfKmOxOZmZmkaQOH6zEMOlUWMxGjE4fr//Be/ze99+n3+8D8Gf/q3/I3/+rv0ZLbDFxYo5nL52nWqszYBePy8ZuOMpWs41gfKxYOOij1qhBrqLfk5DJZEc/cjltvHtrhfOBsScKKc2mSGegwOkb5dbN62i1AnqjhUZTpFqpozVYMeqUnF+YoNKGX/j88/T7fUqlEnfuSIQCJRp9DW2tA629g1RvkKl06MlV2PQqBjIVc+MeTk56KDfaTE5NYtTr2E/mqTYlavU6lWqNMXng8CDg9zPqMuFy2lnZDGM2W4DDDjOPzUK70z5co0YDXkef8xefZTI0zupB4WPXyaMgz2OzEo9GGPPXj0bUFCp1DA4/u/E803PHWFl6yPbqXfwuO3qDCafdhs1kgE6TjYe3cThdzM/Pf+xa/KOOhxwyZMiQP2larRZXrlxh5eFdmtUKOpOZ4yfPEhgZw2sY4DhxnGRkC0HQIZfLAajUGgwGsk9MmitkA16+fJHFhTm29yKok2kun57DbDKwtx8lmq1j0iq48fYfEN7b/Yhw5FHcYLdZuXBmkbfeKbGxu4tC3mc/keXgIEbQqia6u8HYaJB2rUhwbBzfSJAPrl5DY/UwMX+cM3YXlVKeWw/XERt1bCYBjUZDLJFG3pVzfyOCQaflc+emGSAnU6ywn4jwW79bwmoxsbW+hNciYNGr8ejlZDJpxEYdt93Exu4BsViUxdkxZFITg7xNMrJFrlBGI+iYm57k6v018jUJGTLWIhkcRgGtRkm7I2HQaciXa2SKNSYCdpqtLuePTzHmd3Plzhp6tRydoEanVlKst5ErFfz263dotDoA/JPfeYvLi9NoFTLSuQK96gDZQCLgNGOa9mNU97i+keT6nfvUazV67RZb+0lK1SZOkx6FQsWE147bbmY1nGY7VqDTl5Mttyl1ylj0Kow2J+1mnarYpFCuY9SqkQE2k4DUGyCXD8jkK4TjeU5P+9ELatrtNnJgdsTB3KiLWKZModpkzOtARIfZ7iWdKBLJlDh98gThjMhyJIVJc7jvi+0uAY+NXk/k5r2HiK02Yz47NqOaSimP1WzAa9WhksN6Mscb3/8u/+Vf/1tHScpeq82De6uYNQMCTiPTo240sj6j9hDhRIZUUaRUbTPqczHob1IqVyhXG/RlT+7XtUaDTDZHrVbHrlexMGqnaFFy9dY+//o/fotXnj2H3Wr5VGNshx6KQ4YM+Vnl4yY36Kwenjs3j0wuI5FMkMtm6LQOhX6t7oBGU2Tu+Ck2H1xHrdqiLTaOfq4R9EQzRWZPPQPA9tJNRgJedBbn0bi7Xr9PJl/B4R1BY3Zx6cQEKqnG/OQoD1dFqo02GlmXY6MOwokCMrGKz6ql3myh1yrJNiSqewnGfS7ShSYrsTKCcoD0cAeN3ozZIFAo5Dh+YhGd5SqJ6AEMijxzbJxOu4XVIPArLy5gN+t5sBnng/UEWsWAU1M+XFYjZr0aq9mMbNDj7kaMcrXBcjiF3SjgMuv54jNzbEdzlOotLI02vf4Aq0mHRqPG4zGTyJVQDAacnPRxfNKPxSiwnyxQror4HUa2Y3l+73evU6qJAPyLb93gz752hmarg1Ih58svn8XnMJEu1tmJ5dEqelQqFQSthlKphMc1dVQALKT38QQnuHbnAd+/u4Pf7UClVHNydpR3b6+zEs6gUsrIFGpcOj3H87NTbMazZHJF8hWRZqtDutLCVmmjlffRCwLNlggyOcv7OarNNuF0mXG/m7lRJ6Vqjd1wGJXRidU7gVKrxmQ2olYq2E0kef/eOjqtkhdOzXHl3hrRdBm31UDQ50SlUqDVapge9aDRCPQHfdxuJxa5nsuXzhFLZUnt54FP54H8OE8riKazRaqFDMdPLCKDo/Wn1wmsb4UJx8s8O3N2OOZ+yJBPYJgxGzLkT4BPe0D9tB1LH4dSqUSpVDI54ubyV175yHNdvbd69DtwmGDf3dkmI28RjUURBB2R/QPGzs4APxot9mlfw2AwIBaLcf3aNcRaAatBh85hJLa3gU3TY3YiwEAhkKm2kJQC8yEjuVKNbqvJ5vY2frueibEgRv1hkFioieTKDcRujVy9zxc+9xKrq6usb2zRqZdpiQ3KhTqTQS/dTg+xPUCnN5LOFjhIl9Ga7bx39QZyZBykK4QTRdR6ExeOH+OFVwLYrRb+5W9+nZPzE4TGx4nG4uxF9vl//L//Fbv7saPrCngc/Nxzp7izss2phXkkuZpavUmr3Ual0WDQ69Dpdbxxc52XLl/kxp0HNCpFxEYDp8OKw2Hl9r0HeOMJxsfHEVtt4ukiWruf9kDF7aUt9Fo1Crn8sIhidRHy+Hjv1jIatfDEiBWFYCIZXkdQKxGEw2KaXC7Hbrfj8QVwpquY3aPMHlvE5PCSTsQZ9Lo0KnmCfi/Xbj8k5DJTqLfpKXQ0uzIGbRkzM7P0FTq+fzdCPFc+WqtqrUCjKVIoVljajaPXqvmDN99nKxIjpZFxevE48KMOokdr7ZOUu4+CvEQqQqHW4jvv3MJm1B6aZSsEFI0s8UKVkcGAMZuSsz/3LPuJDPlcAZNKz7GxcepNkXTigDde/+4TRdHH+azjIYcFpyFDhvy00Gq1+Ff/8l/QTIeZH/fgngmRyRdZev+71OUGTs9NPjUpc3tpC3QO5kaPfeyhuFGroNcNePjwPtdv3WHUaUTqtpEkLdVyiWwizvnTi5yd9rGXSX7kO/NRrNLr91hbW6NbzXD+WJDlrX2Cdj2BZxZw2EyY1H0alSJWh4t2rYDJNcLkwllmL7nY3lwjHVnDarYgWJ0UK01ShTr5copOrcSkR4/HYeWLl2aRyWTUWgMmQ0F0Wwd84+37CILA5cVZtLIWHbFG0GnAZNDz9r1tcnmBgMOAz25i0O8xkLq02m1mxgMUimVqtQ7VuohMruLedhy9aoDY6rCUq6CNKxl1W2l3ezzYTmI36dAp5dw/yKDVm7j5cJ1UNovPacHvMJHMlnjr9jrlunh0f816LV84P0utLRFNZ2l2ZfQGcZ49NQ0DCbPRgMUgcHp2nHI2xft3Vwia5RhUBgJOMwGXFa1aQSxXxWIS0Bv0GExW0sUGasuA08dm+OIrzyI2apiUXd6/+QB5q4RWrSKcyFJtShi0CqwGLdV6C71WjV6rRGxLSPQw6tX0B30iyQLZYp1svUO8oUGr7dLrD5DLFHhcLiLRKCZBzjOfu8D5hTFCAS+JXInNcJQ/ePcWK9tRpkacLE56cZgFJvx2+n0oVOt4nFb6agN3I3Gi0ehRkjKyt0M4e4tptxq7zUatLiIpekhqFVaLBbEr487aLl6nDblcwfWlXdy+ALV2n0r1R4KTyEGSfDZDrtTA7HCzG44QHAnwa1/5It975zqrBwXs1d6nGmM79FAcMmTIzzIfN7mh2qizubFOs5w7TLy7TDSaImurm+T7Jl75ws/zxg/KbC7fP4xTHDYS+0nWI+kjPxulUkk6leTGgw2cVj372Sbffe8u6VwBtdHBF7/0IrK+RDy+ydkZPzqdQL5YQykfoBME6s02NqOW03OjlOttfuP794jVWpiNOuSdCrVak267iUCLcaeFWqOMQqViY/cAp8dHvd7EbPdQKNWZn3Njtuq5ce8hOo0ClUJOvlTnwV6KZCbHcyfHOTc3RqvbpVRpgqxJOFGk15dQqeScnwsw7rWxGskgtrpcPjHOnY0DynWRYk2k1uqiVCiIptIsb8VwmHU4rQbMeg2S1EOjUrIRSbO0l+LG6gGPhqtp1Ur+2lef5fikm3fv7bGbrhLIHfo3P3NikokRD5lSkWImwX66RKYkcn4s9FgB0Ed0P4zFN00pH2PM4KRRr1A4yDA77uXifBAZh96XM2Nu7qxFqDfb+O16TIICrVqNTAYKqYXDaSaaaRHLNnE4Xfi9bhb0amwmPZVWn0ypSrUu0ZSb0cm0+AI+zCYLg0GfXCaF3OxnIXSK9997i3/+rWt0WiKnpwN47QZGfG48HjddeZh6s02nKxFJlXGY9SgEOZlsnmL5sGMZPnsn8NMKomqrj26rQiA4elhU+uG4xf1Imu10ndPPvvKJU02GDBkyLCINGfInwqc9oH7Wee5P47P6LzVLaQIeA/NjDgrlKpubW6SiYRbnp6g1mhjtbiRJAmB5bZOdZBG++fWPJNhFUSQSibC/v49YKzAZ9OOwmQm47Xz/9e9hN+nptZr4bAHc7jHMJiPNZpPVcIJoOo9SIzDim2R2dpZqtU6pniRfbqBQaxlxminsF1hbXUUhieQrRRbG3Yw4jaxuFbhxfxW9yUahOUCpEXj92hJKjcC0TEbQa2X89DQrGokP7qzitDgZCwZpNJvcjG4SnD5OV9bD5bDz3rVb/L3/7n+kKbYAkMlkfO0XX+PXfu5FLpyY4D99921mJkdodSTevbOOgj4mq427q2GypTpynZWBUks2l8LvceL0B7FZTJw5eZxSqcyD1S1qUgydyYKktfGX/sqvoVAoeOP17/LN95YY9TrQG/TUk9tE375OV6HDaHUwOXsMm8Vy9F6uPLhLvV7ncy8+d/RvzaZIqycHnZ2DTBmjJYFGrabZ6VEr5jEa9CTKEmt7CXRKL89dOsfiiQVUKtXRY+xFk9hsVnQ2P7/znbeQSS3qtSq5TBKxI+GwGAh5LUz7LNBp8O7tFXRGG1OhcQqVOr7xmScKo59UlHkU9Eb2doiE98gWaphNJkZHQgzkSkbkMl44v8jW+jJSq47LJPCF888QS+WpVirIZeAyqrjy8D5vvPEGY2NjJOPRJ55HkqRPPR7yx/EjGzJkyJCfJJIk8Vu/9VvsL9/gyy+ewuW0U6q1UauUeKxaPri/xvfSWXZ2tvFYBeQyBQ+a+xRrLQSrj1c///OfWFyPHESpyatcOjmLSavAaVJTzCRIJZNUSgXGR3yMjwaQKRQ0Bnkun1l44jtT0BsoVio0aiX2NpYZc+rpSxI9scKxMRtyjRFBb+IgFsfYk9Fodam3+2RXomisbrTZLDZZjYWTs9TEDuWaiMvpwGlUE9lZxzM2SktsMOG3I5dBo9mi1e5hNFvRC1rGvXZ8Pi8T4yOsLz8g6DDQ6nbRd0VcpkMzaatRwGM3sLSXwmQ08oM33mAgV2PU66m2+txe3kCvHKDGQKzZRAGk83Xq7Ta5SoNRlxmlUkm2UmczlmU/VeLM3CgjDhN2vRKXzcTdzRj//Fs3aIido/t7dnaELz9/Ap1Ow83VKL/9gwdMjjg4PeVHajdo1iEaLXNvPUJfpmJjL0okmuXFX3wGQaNiYSZEq93h1HSAvWiaQrWBhAqLZ5y+ecAr00ZOT3mYnprkje9/j6qsS7fdRGy0OR300JQGOM1qjFo5A0mi1e0zGXASdFnYTeRptroYdBoO0hV0Wi16owWV0Yw0GJCvNKi1OhjUEPI7+M6b72M1CgTcFqxmPYlciVgqi1wmQ6mQY9JpGPdaqTVbnJoK4HdaETtdKrU69UaTPlo8DvtR3Pnov1azjks3oFEpsL32gKDLyJjFzPyID+VOlHfvbpEsNvH4/OzFM6A2k691jgQn3f6A+8ubSO0Wk1PjPHduhobYYnt9FZPDzfGZEOWewOdefe1Tfd6GHopDhgwZ8iTBsRDX3voOoxYF5xdnj0aAVap1NFoBoT3g2rVrjDjN+OdfolQqkao1ESweXn557gk/m/MXLvLOO03+/Te+ibxVZizg5uzpl/B4fWRKeaodOfuxNKemvAC0OxITASeNZovvXl/n2JiTXLlOvqUAjQWp0aLR6pArVigVsvzFnzvHRGCCzUiSWqONTtbh6o1bpCodDMY3MNpdNJoi5XqbgMdJWRwgyHuEU0W6fehIPWZHXSxOj6FWKjDr1RgELVcf7lIXW8wGHezEi8yMODg5HWDEbWF5N0WlrsVtNRLLltFo1MiVaqLZPLfWo9CXmB2fQCcIHGTKzI666HR7fPfmJtFM+eg+Twfd/M1ffRGxKbIayeOwWXH4xliYGiXgtKCQ9Wi1WtQabVK5Mj+4+gD/wrNHuaPHC4C+QJA3v/0fcVuUGD1GSlUT9UqRPrAVzTMecLMeSSO2uzgtBmrNNidmxvjis8eRDfp88527GPU6zIYmtXabXKXNyQk3QZcRp81EsdJkQ6kAnY0Jtw+j0UCjI+PyhTP4XDYOYgmWwllsTjc+qxatXOLdd64QsIBKoaDRGTAzGUKhFvjg5n3cJjVOqwG/w0xPpmRra5PVgwKf+/xrf+RO4A8XRB+d72882DjKj8mUAqLcwNnnXh2e74cM+RQMPyFDhvwJ8GkPqD+JkRqf1X/ptZeeoZ5PYDMZiSUzTAasNCtlLJoesi7UKiXev3mHZqPJ1uYGJ0+eYGr0Rwn2VDLB5NQ0mUyGwWBAsZDHZtQxMerDYTFy4+4DWrUyx0ZtdHs9Wo0ahbyMerNBwOvF53Hz1u01js/6aXV7RA7i7B3EqTeaiG2Jz11apFSusBZO8t7Vm/y9v/g14hkzK3spAk4zdruNWyu7VPoV3COTnFg8QbGjRipFGXWb8TisNJoiXp+fl19ysLmf5u0760xOTTO9eJFgMMjr3/sun/+Vv8i9B8tH98puMfHX/9Kf5f/6N/8S91fWub9xgCi22d2LcPbUCXKFCqVWj35XTbGrodyqEvAHkAYytDoj+QacPncBOXDt/jaCso/YFNlPbaHU2/CMzzM1NYVWq2V6evpHYwiju3gcds6eOoFer+PKzfv85te/w+ULp7GZzRQrFQ5KEplknov1OtlcgUZTJJ6rkBdBMDkweS3Ue9BoSkzOLyJXqpH1JcRmHYt3nFa/g0oO8VgUk9mC1Wql1WoTSxfwBkaRy0CtUqDTanGateQLWTrlMrOnphnxOkhlCyjkMo5NhVjf2iVdqHDixAkUhTIPt6KYXEGCweAfWpT5OL+it974PqMe+1En1PbWJgtjLtx2M+vbYRqZHCfmQox7LezFtPzv/+R/YnLMx9nFBUbHxlCrWmwv3WQ3muHyyclPNR7yx/EjGzJkyJCfFI8OvLevvMFz8y5mgm6uPVinVCozFvBwYX6MbDLOViyG5DYxkJsp1WrUxB7B2dP88td+Ba1W+5HHfBR/RPZ2iO1tofJaaIptxKZIKiNhFtQc7Mfp9MDl8RMJ77GyGSbbGFCvV/E6TEffmY8nlzx2MyN+B6vbBwRcFrRKBSqNmokxL0qlnNsruzTENtFsFbQWLp6xEnCaoa+nLQ2oN5q0xSb5TIroTomAXUupUiWbK3Jx1otBq0LqdOj1ZYQjBySzVaxGgXwuR92hRa1W0Wh3yZQqrDXbyGWwcZCj0mhRrrXIlSqs7xxg1KkR1G0KtTLrsTzpbBWtVk0kWWRmxMbcmIfnT00iB64u7xFJlRn0B5TENn6bGYfZyLFRB+1uH4/NyW+/eZ/ffvPB0T3WqBQ8d2KcxUkvXrsRj9PObrzAoC9h0KiYGXFgUstIxBPkynUseh3zMyFWtsPEFD02wgnmp0YRlJArlHnndgWlbEA4XcY3PodMZ2N8dITN9RXi0X3Cm8tkUjHG3FZOT3lZ3e3y+gdLZAplRlxG7EaBdrdHKOjFaYN2r0e7I6FWKTBoNdTaPYx2HxJy+u0uyBSYBRl398PINDp+93tXSBVrLE750esEljYOqFQrWPQq9GolTqMKyWPhIF1EbHc5NxtEbHfoSj3UajUH0RSphhKN3sKdm9efEB3pjWYEdYdzZ07SqNepV9Kk81UErUAqX6YzUPDsxbPotRp6qn1OXHwJ+tKR4KTdbpOpiPzy587z0jNnjmLoMX+dq/e3kCwORHpPXf8f12U89FAcMmTIkB8RCoX4nthnp5LBajFiNuqp1BrEMxVsngDySo3f/8bvMD/uQaecJDgSIDQ68qPv1B/62YRCIa5fu8bda+9iloucPTONoNUykJqo5QMunZrj2r016pKSt64vsb4X5c7yOq16BdlAoiG22ElUaMp0OKwmAi4L8wYddqOaN6/cwGgXUChVyJQaLpxeYHk9TDKfR6cEm07Fs6dDtPpKVndr5AtF7rXbNCUZGkGg2VcjtjrYTDrKlTq31/ZQymR0+32mR1w0Wm0sBoFqo0Op2sSs12A16qlZ2sjlGfYSBV46PcHt9QP2MxXUOjPVjgK704tZLdHvDdDp1Fycn+Q3/uAm//h3rtCVDsfky2Uy5sa9/LP/259HbLW5tbSNWqVCGshxez2YLBZkShX9gYydRIHVSI5MvY/DP87czNNFQtPT02TPv8A73/sGHr2MntRC1od2d4DGYEdSGNiKhTk148dtN/NgPczUiAub8bDzZ2bUTb4iMhbwEcs3SGcLGOYDaFVKiuU6WVFBVy5QqhZxeOSYDAL9Wgu/+zDvVKnWKFdrKAdtnj93ArPJyH4kwrhNwcyYj9sP1jhIZNBp1cjkcvaSRfQGPYJOh9hpU2uWyRWarG3tcPXuCmJPRk/+gOh++DNPBnl832/UKpTrEvlaFotJxGAyD0UiQ4Z8BoafkiFD/oT4NAfUn8RIjc/qvzQ9Ncmm1OGta/eoVwp84eJxHqxusbOfYH52hhmni999/X3anR6/8NrLnDt3DoVcARwm2N+6/oBGU8TtdgPQl7pMT47gddrY3otQzWc4uziDWdFGrVSwGc0yOaqikS2ye5BhfT9FW+VgYz9DKRNjasRJuVpHLpNj0evxWHVI3Q4XTs2Sy5d588YyZxbGkXoW7mzFSefKNBUmjp26wJ//C3/x0O9BoYC6jYHWeDQKLhCa5azHQ2B9m3xHfaRQ7fV6/Nd//79hd3f36D5dPrvAX/9zX0UQjNxfWef8qRNEEym2DlLcWttnZOoYFy8/j8fjQSFXUCyX+fYb7yPTmrm3sc1EwMHZ4wuERkeQJIlv/MEPWNsKI+936aJgZnQEFF1u37p5pID5uDGEk2NBvvH6e6zuF7FZJAS9gV/6M3+Zhw/u8/7KFq5oFsFgotmV0R3I0VscTM/MMjY2hs1mO3qcR4nJE/OTpMMbRJNpvO0m2XSKvlyN2FdSaMmYmvZTLyT46msvHb0OvdlGv55DFJtkaxJavRuNrs+cT0NPbWC/0KWlslLqaplenCcYDHLlyhXuX3ubUMBFTiYhCFqOzU4xFhS5em+V7e1tlErlU5M6jxdCnS43hXIVQeMnnSuhGEiM+ey47VZ2wjHkgz6TXj1fODOO3WVE6lTQ6NRcOjXH2soylar7qZ+FD49m/HH8yIYMGTLkJ8WjgrbDomN6fIRitYlSBr/w3CKdTpd6t8PcmJuJETdKS4Dp+QWmJ8aPRtZGo1FCodATh+fIQRRBMeDMwhQ+I9iPBXjrxhIHkTDjfgfJbA2TVk44mkCh0jA72aTbl9FstQh5PSQjW5TEAS2VFYBgMMhvRDOsPThAJevz/YFEOlvCYdEw4rGzOD1KpVpBqxgwG3TisFt59+4u+UYPVbdGNCEil4GCPlaTFp9BQCoNeGczzl6ky5jbhMVsYn0/jUqhoN0bkMpV2NxPUe8pUCtkiGKXca8Vg1rGzn4MjVKBSqGgUG1QbXbYPMgiaNW8dGaaaKaCXCZH6oNWq2Y+aGdxwkNF7BPLVrhwfITZERcPtqIoZAPOzgRotNqs7WdJFqvsJvP47EZW9tIE3Rb+t9+/yZWH4aP3bNxr44WT47itek5M+tDrdOyncjhMOr5wboq7WwkypTomgxaLQYtao8Vut6E3WciWGpzoK6AnUSpXsQTcWI0Cyzv7hBMFCi0Fv3Tyc4zPnyGXzVLKJrFICkadBkbMQcIHMZLpFsVKjWyhTKFcQ2y10KoVeG1GEuksvR6kC1X8DiMWg4Z4sYnG5GItWsBm0qFWKZFaNSLZPKV6G4XcgsY9zQXXFLpOgYNUjmIuzTMLo/hd5kOz8f044x4LK+Esawc5fu/KEhcWxtBrtWzuJ1mJ5Lhw4TwOq5X9vPiEgORIMFVvcurMOVYe3CJfLRO+s0k4WSQ0MUEileeDe2tYPKPI+hJjE1O88vkvoFQqeeuN7zPpNjA56n8iAWQ2GQi4zdzZ2Cd0/Dww7DIeMmTIkD8KSqWSsdEgRoWbfFMiVsgjCDpC03NkczkaxQwBE4RceoqJPe7fuYnaYOXVl19kemLs6Jy1vb3NnWtv028WubQQ5MyxCZpii1SuzM7GElarjaDbRiYUYnv1IdVqDZ1azojPitdhYiOSJtNWMxVwsjDhpdXuolP0mPLo2fVY6HQldqNpVEoFnXiWdlvEZzdjMprRWNx87Rc+fyhMyWYolkqMe8x4T86Tz+fo9iRWtiK0Wy3sZgGToGbUbaHS7JDM1zhIlZkbd9LtgdNqolRrsZ8qYDbqcdlMvHd/B7/DhKBRE/A4mZic4PQ5O/lCmavXrpEu1pgZdfGvv32Tf/Qf3j26tz6HiXNzIxwUmvzz330blUKGTCZHJpNzbHYSr0WLVqPBFxjhIJ6k0ITF0+d45sJZ5DI5m4nyx4ojLj7zLJsbaxjlLXb3dpnwuzl7Yp5Q0ItSqaRUKbMw6UerVnNraYdoModsICFoNDTbXfZiGU6fPI7dYuYgGea71x5iN+pQm1x0ByB2+gyQIe91sAhy+hzmlR7lq2Qy+RPnaavZSK6S55ROh8dp5+aDNbRKOT6rwI1Emr10lZ7gxO7w4napUBqKfOeta/idFvxuG/XsAJpGNoqpT7VnS5J0KMx9/bu0KxnG/C6CwSABm41UvorJ6f4j7fvDkfdDfpYZrvAhQ36K+UmM1HhaN1Ov32N7Z5d3rt5EZ/UAENnbYezcPAq5gtm5eda29nDYbXQHcgLBIFKmhmAPUGm16fVljI74niggwWGCfcLvYDtTxu1243a7Kfp8tNuH4+CisTgBt5lQwM71G7cIOTXIFCZSpSYH8TSZsojc6OIrv/wy77z+TcLpHHvxPFMjDp45MY5Wreb+ygY9tYmJsVFmx4MkK13KbSViT8X49KG30aOA6tH9EZt1XIanj/77cPFAoVDwN/7G3+Dv/J2/g9tp5x/87b/Mzz17nPHRAJXqoao1mkgxPTHOi889w1Wji2pHQb5YpSsNjoKmiWNnOH/hIv/xt3+TRinJ1vY20Vic3gCMKvhrf+ZLFEtlqpKSkydPHyX8HnW4fFwRw26zcmFx9onCF8Dc3NzROmnWayhbHewWK6FQiImJiSfG1MGPEpO/+vOvsLLuJ7K7RSvbgEGPg1QeucHN2WdfptNu4frQ62i1WixMjjPo9Y5e/yN8wQlWDwp86atfA36UsFm7c4XjQQvzMwEqtQbb66ukszmeOXcaj83IG69/l8mg+6lJHY1WOCqEejwejFYnW5EERkGJSg79Xo+H67sgB5VSybljExybCiL2FLg9PtZ3DxCtNsb8LvbC+7z83KWPrIMPj4f8cf3IhgwZMuQnwaO9wGK1ky2WqdQaBJxmHBYTpWqV7VgCnUaB1WBFsJqJxuJMT4wfFbz393ZIp5JHSXO9bkBNXkWjEWg0m1iMOtDKeP7UNO22iEpjIJrK8DCcp9nqoes1SWYKtHpy/IERLp1eoNPp8q03r9ExKlhfX+eN73+XfHQbt1VHqdxA0W/hsmiYGnEx6rWRSOfZCKfwOiwcm5siU6zRl6uYGPdzdmGC1z+4h1yu4KWzM8i6ddrNBs8ujqNVwfv3NqjUW+j0evaSFcTOAINWiaBSEBpxU6qKPNhJUKg02QonGTCgK/V4+dQ0iXyV5b0k/6efn6JWr7MSyRDPVZgbdfDCqWnKjRYyBqjkkK+KbMeLFGotej2IJHNUa03mxpw4TAKRVAGHWc/LZyYpVJooVSoabYnNWI4vXJjh2so+SoWcX3rhOFaDBpCzOOXjWMiHWqVmbS+FQSvDYdYxFbCzG83gsgiM+xyotDrS5RatUpWDdBGbQcOZmRHC2Tr5epeBTM4LZ4/jc2epDIx4LDpWlpfQK7p8/oVL3L35PoshN1q1ko5Y5fZylka9yfk5H7lSA5tJy7jfTbne4vb6Af3BgF6/R6JQxaTXoVHKOD7mIFkS2TlIUyvl0eoETi4ucvb5V+nrXHz5l/8U29vbXHvrO2zvRpn2aJEB79/fIZEtsr6XxOc04nUYKLdlFJqwFCnRaYmUKhUCPi/TQTebsQKXn7mEz+0+inkeF0x5HSaUOiutcp1cU45MsLGyE0fW73Bm8RjPPf8cYvOwuzgei+Hxerl94xragUghk+TSGZFj0+NH8Z9aqSSdL/Di2KHoathlPGTIkCF/NAwmM3Z1h8WFuaN/296LUC/lWZjw0axXkHWbnJ31c3LKy7t3N/jg/ffJF4vodToEvYHbN69jUUmMjnmZnxjBbT8Uo7jsVsq3lnnnvfdQaQ0sP9xEUA6YHB2jkJMh0OTSiQn8DjP/+vX7yGVOLIISsV1CqVAdxkcNEbNeoNvrodeqKabzCCo5fWQolQoGfVhaWadYLKClTX8gJ1NuYukraXd77EajbO6nCLosnJjwIZdBW+ozP+6h2ZK4t3HAw+0U546NY9JrqDXbFMo1lEoFRp2Gbq/P8l6KTLmJx+PjrNGCxWwkfJAkV67T63bIFCo8uxDgN8w6SlWR5xZDTAddFGsiHVFkL5ok6HGgFQQGSi0yrR6FSsn+/j4daUC7r+Ti5Rd45txplEolS6sbqLXCJ4ojxkMTuIUeLqcDh27AdGjk6P1TKpSUak0kqYpOq0IrHHZXia0OlWoTsa+kIXapNURUGhVWowGDoEBnUDJQ6ulIfbKZFEsrKzSaDawOL7/7jW+yn8iiMbvRatUYDKNHzzc2FmRvq8H15V06zSqFYpVqs4ls0EerFTg56uXiMxc5trAAwNe/8U30iHz5+Rdwu2xH3W8KlZJSKkI47PvYPftRDmLj4W2ETp6fe3Hxh37TPxKY3niw8Zn3/aEYZcjPOsPVPWTITyE/SXXDh7uZDAY9S0tL7IX3cbg9PHdunkazyZ1UjKWlLmNBPwq5AkEQmB8bYSzgJXIQR2MLHBUL1naiWE06FHIF/X4fuVx+9HwWswlNocX09DRG46HP0aMilig2MbsdBDxOovE0D9Y3GPG5cVhNOF19cp0Kn//5XyIcCXNxfpTJ187xvTffZzJoR65QI3b7DAag1OrxeH3UihmsFu0TXkAAS6sbRwWBD/s9PDIBTUa2KJeKtPty1Frhib9fmJ/l7/+f/wr/l7/xl2i1miQjW7ib4pGqNRqL43Y6SBdrvPrFnz/qoIkdFNBoBVQmN41alX/6j/9H8uk4dr2CC/MB+oMBr793h+lRF3IZZIoVJKWRt977AFFsks4Wydc6H+m++TAGg547d9Z56w0+sj4eBUGNRoNms4nT6XzqYzxKTNptVi5fPIfP6yEaiyOKTSw9HWqrj8vPv8Dr3/kWZveTr0MQdFRqDbwOK/lsFTgsTKbTaW7fucNeuvYRH6LFqQAzI07qYpt8oUSjWmZlYxux1UYuk9GuZLh85pWnJnVUJjfxXOGoEHrp0kXu375BNV/CplNhdBjo99u47AK3V/c5szCJVqOhWm6i0wnYzQZy2QzBYJA3379B5VOMh/xJ+JENGTJkyI/Lo73g+MI8S7ev4bHpmPCMAaBSqSiXq2g0SgITXhQaHbFC/uhvzSYjdzZW8TrMR0nzhw/vc+nkLDarhav3t+jJZNQKGRbG3JgMWqptGV/70iuEoyn+zW//HrvRLHKDk9deunykXG00W9QaLWLpHWTtKnZZhS9emiWyH6Oj7jM3FsRm1FOqVFArVZi0cu6tHpAtVlDr9DzYThKcOobDaqYjSWjlPbTKHiZVj3ylwfy4j1qzycx4gINkDpvNyvR4kLdubRBOlbi0MI7FqKdYE4lmU7isJvq9Psu7UZxmHdVag3//g9s0xC6CoOG0VkmuKOGxGHh/OcyzC0EarTZiq4PXYabZaiO22sjoUyrXSBb1lIpFQl4zBo2Scq1JvdnlxIQXn9PEeiRNqtAg6HUQTuaZGvPyj/6rrzHutZLKFHjn3g5jXhs+uwWTTovRICBolPR6PeqNBvNBB/Fsgd14nn6/j0qlYiNeQqE1o1Br0WqUaLUaut0iXoeF+YkFJKlHNN9g2hvk8pkF/s1vf53RET+C1sPuQZqtzW3sJg2n58YpNyV6vT4mgw6H2UA8W8ZtM/LMYoiA28ZuPEe7JXJvO0FN7FMR2xzrNDkz5abjVbMZlYHWwkjAT7neoC01kCSJUChEcvYkP3j9e0iijFS2iM9uxG8V0M16SeRqFCsNrIKMgM9Jo1FHp1agddkYD3hZ3QrTGSjpNOsYDONPdPU+Lphqqaz0rWo8lnGqlTK9gx2mxgLYrRai0TjBkQBnj03yf3z9D3A57Ex4jLhMVsRmkxu377G1d8Dlsydodzo8WN/F5Awcde4Pu4yHDBnys8ZPKq/wNGFqNBbHYdKSKVRw2cz4XGZ8TjsajZqm2OEg3ySbOKDYVvLSF7/C7RvXODvmJJnNc2d5g2wuh0ajxmI2kckXSRXrnDx+DJ9N4NiED61KxfpmmXGnnqWdJA6zgFWARCxKN6CmJ0mUa3UarQ5eu4lCVcSs1+FzmmmILXw2PVsHaR7uppmakFCMmHEalEz4rBRraboDBcvhFE6zQKUN0kCOUadBo9Fgt+hptTpkSw2SuTKS1GMzluPUTACP10Wn06ba7JDejnF95YBmS0IyyvjcxRNMhUbY2Nlhb0/G5Kgbp8VIOJamUmui16j4c6+dYT9Vwu8w47Wb8Nn1BJ0GtBo1ZqOAzaQnVRLZ2Nyl0RpFrFZI1OR87atfOhoT+Oj8qjK5qWajXDo1h9hskMtm6LRETOoBe2v3cI/NEc+V8disxKMRAu4KhXKV3cgBqXyF7fABx0ZdLEyOIvVlOO1WZECiUGNq1Ei21mE7XsJt0fFf/OLLaNUK5PRodOXoVPAbvx9nNVKmq3ViKYv4XU7OnjocX/fmlRssLfWO8kter49uo0ynJXJtbZueXIXO4mTEYWTE68Tl8VGqFUin0wAkYxFOH5vgwuljR+vw0ahalMIn7tmPRCMeq57glJ3J8SAA7qZ4JDD9o+z7QzHKkJ91hkWkIUN+yvhJqxs+3M105846+VSaz7/8EovHZo8eS+r1eOedd9ne2WVuZuaoUNBsihQqdXzjMz96jX3oSH1K1TqxVI6JES9areqJIoLBZCY4FiIYDB4VsdLZInpZh0Gvh9lsZHbxLGqNlkarRUPWY+rELJeff4EbV6/wzLSTsyePE03k0Cu6+HwuVEoVeoOZWKWPy+NlfX0do83zxPV+uCAQDocRFAM0GgGb1YLZdJj8dzdFrtxa4h/9H9/GaHHwhS/+/NFjiI06f/XP/xp2m5Ve30S5VGR99wC72YDU6bK1E6U9UGJyBY/Myqenp59479R0mLTLuTR1nPXdfW49WOOFC4s4zVrq5QIf3F6iIPawGpqMuK2Y3Q70sg53tze5fu0q6se6bx6n1++xtLREPpXm1HQASaqx/mCNa+++jtkZ4NXXDg3U9Xo9er3+Y9fF40UqpVLJ9MQ40xPjAOxH46z+sNOmWK5yOxsmmzxArRVwutz4/V72NjeQ9fuotSZ6/R6bG+tkE1HKxTwXTixgV3ee8CEaSEqu3l1Gr5YTcJqZcI9gUPdZX7pPuixycv7jvYoyooTJFTwqhOp1OjoyLSs76cPilM3N6t59+j0Jk8WKWq2i1W6jUqsB0OsE8tkqar0FkzPwqcZD/iT8yIYMGTLkx+VRQfuFS+fY2Ytw4+E9FP02XUkimcmxG88xOz3B6Ogoazv7CILu6G8r1RqVapVzc6NH32OdlojeZToSRWzHi0cjQnWCllytilKpJOBxcGI2RN7jot3tI7bbxNO5IxVoGxUGZYuQ14Ky1Uen7JPPpDl+egrk0JGgWBPJrO7hd5pxOy3ES23eW06g1hn58muvkMzk2F5fRaVUYtYr2dw7wGfT0Wq3SWYKqNQalGotd9fC5Io1Eok0fpeRhztxtBoN9YaIyWjgF146x9LqNlcfbtFqtTAKKjKFOjaLAZvJwK21KBaDDr1OQ77SJJ6tMh70ozeoaHZ6NJpNbCaBXEVENuiyH0sTTeexGTU0Wl3WDzK4rUYsRg3feG+Vb32wytdePEG1KaJVqwjHC3z18xe5u7LJnc0YCoUSsd0lU2rgtJnIVXJUmyJKmZxBv09HknjmxDSVWpN8qcRuPMFyJMuZk4sYdEpShRq/88YtVGoNYwEfuwcp4rkKRvNhoeTO/Yek4/usrK6SWzzGs4uTVItZOp0WKztx9tNlFkJuJkYD6FRQarS5sxGlj4yOJJGoDYjFCtSbLXTaww7ejUgap9WEYDARCipAYybkd/DurRXQybl+7SrPPHuZy8+/wG/8m39Jp1dkZtSDz25Eq1bgdlhJFup84+27JPNVZqY07B0kSJXqzEyMsmB1cmzEj8dhZXs/TjqdfqKr92kjniVJ4p/+L/+YMbeZU9O+Iw+O7fVVqu0BRnmHCb+N0Pg4ycgWZxZmmZkY5c1r97mxsofb46artvDqi1/8UWf6sMt4yJAhP0P8JPMKTxuzv7WzS8CuR6ZQsjA7gVopI5rKYtRrkckG5ItFtIIesW8iFArR7w/YikRRyQa0JJGTUz6Uchl3H66RLxQ5FgrictrxNXtMT4zRkuTY7AeYLVq8diP9fh+bxcJGOIEoTSK2Jcr1FmazGbfdwsYHa9TafeKZAstb+9yTuqxHshTrIjaLkdWNHSxGHQadjpOzo6RLdfSCwKXjk5jUAwIWDRoVyBQy+v0BrU6XUk0kX2ngdphodiVKNZFopoRaIacj9bi3FefeTgqn047FasNm1tNsS+jVsLMf5x/+i//EP/jLX0JrMBHPZVGp1Bj0ehZCGk5OeBDbXWpim/NzAZQKBYlCDb/DwvGQl7cfRGl3WkxNTxLPVRHFFvFk+onza6vZwOswkUrEaJZzmA0CzVadg4M4Wzv73F1aJxia5v6Dh5QLWX73Oz8gaDcwNebh/IkpvvGDa+wlsqi1KhLZNtuRBDpBjUFvpDNQsF+VY3D6OTFhJuD3IWg11Ot1VM0G9XoDg0GH3jTg5cvneeH84kfO84/nlzweD+VSkYd3b6BSq7l45hS1RpOt7TDB0SBjwQDyeIpcNkOt0aRWb3Lh9IknHu9R/Lp+UEBuqH/sen0kGonGqpiNP8qJPC4wtdhcn3nfH4pRhvysMywiDRnyU8Yfh7rh8cP5W2/AubnRJ1rRARaPzbK8tsH3371Op9tHrlBye2mVUrmGyx/E4zks1lSqNfoKDUVxwNr2PoKgJRxPQbtGPhX7SBEhnUpy/sJFolEf+dphkURltBKanOf8Dz2EHo1ym168iFKpZDAYIEl9FAoFiwuz7Ozs4Ha5MRv11JptZNUGgk5PoSWjUWqwtLrxsQWB6H6YMwtTNJpNrt7fwuc0QV/i3et3+R/+t9+lWD4s1PzWb/0W586dI7ofZnVlmVRYyQuXLxIaHWF2bp50Ok0um2ErlqUl1z91pODj710kvIPJKTA64sNtM/Htt6/z+pU7lMoVXGYt/WoLh9XEc6fnjgpb3U6HdLXNtbe/R1+pRS61kHq9J4p92zu77IX3efH558jkS2SzWUbcFuZGXaRTSW699zr5XPaph4LHlWgry0s0s0ZUStmRl9MjKtUaaq3A1fevkNzfRqpmsCpFtFot+WQUuzeITKPnjRsrnDx5gjv3HrK3tYZGKzC7sHjUYj9WrR35EKkUMoqFPC++fB6XwwKAoFUhV8bYjy+hUD1p/P4Is8lIrFTglc9/4UdjHUtl/FOLDPRuEvsb3NtKkK4NmAo4OHMqwPbWFvT7jIYmAWg0Rdq9Abl8lVdfe7Jz7OPGQ/4k/MiGDBky5MflqKAd7PKXf/1X+S1B4MHyA+qdXSQJRmcXcbpt5Apl4pkK0/OHI0AefV8ZDMYnYgm1VqDRFAEwG/VoNc2jEaFehwlRUhA5iFOo1DHanOhNJsptJfmm7MgDYXp+gXjuGl6HBbFexSzvMB0KsbIdoT/o02q2yRQbqOUDenIlNs8olUERvbzNmRPzVGoi4YMEADeWNrl75zZBjwWn1cr8mItKs4taq6cvV2OzmumFkxg1cuwGFXajGqVCQY8BxXIVr8OAXqsm4PNi3o0zH3IRsBuojXvIVposTIywHs1Ra0nc34pSbXbYSRa52JPRaLZQ0MVpMlBtdUlkS0yOuDk36+d//Z33iGXLeGwGKo02VqPA3/5fvsODnRQA7y+F+ZxKSXegIJIqor2+xk40Q6M94GsvnKBQb/FwL0WnD2o5yGVyGu0O5UabVElkOjTCqE9PvdEgma/idVi4fDyARq2hUCzwzp0CyWSdwEiJ8aDAeCjE0voWtUaF2TEPpyY9bGyHsetAqVITcNtYmPAhR87f/ye/y040Q7lSYzAYIGgFsqUy2ZoEGgOxfAOtyc6MVYfRoKUnSewmSnzj3Yecmx9hNOCjLEpsHeSYXVjk2MwUN5c2j+JPr9eHvtnj5MIsglqBRjHAajKgNxjxOK1E8m22EmUCI0H0zgG/9IWLnFn4kRDpUfJGphQ+sas3HA7TrmT4uRcXjxTEcKhC/rf/6XXsZiMahewoKbUZjmE3G5gaHWEvU0foKJg4duaJmHnYZTxkyJCfJX6SeYWnjdlvyfXorG5MWjkmoxGH3UqpZKBaKbOfKtFXCEzMHENX6xMOh4knU+zm9jg5M062WOG3v3cDv9NCplBBKZfIV0WmLE4stT5b0QJ+jxOj2U44vs+pKR9+t5NcpUksXyNdaVOr1XFYjdTEHgeZEgO5Aq/dztt3doimMjTEDpMBB8+5x/G5rEiDPrsHCdJlka984QXqYodwooi83yHgdlIoFPA57ZiNJmRyGYVagVqjzfSoB61Gjc/t4MTMOFv7Ca6thFGrVUwFPYx47KDWoVHIELuwtBLmyu0V3ru7AcC//f2r/MY/+r/z777+bSKpDKVqnedPhtColMSyZQIuM9MjTgqVBjKg3BCZDDiY8FnYzHbRKGTorF7yHfUTk0/EZoNbV68Q8hhwmwUW56Z449pdsqkETrOOuREr9zcPqMYl7E439rEg6n4bj9PEQKVnam6RLw4EBHmX3UiURluO2FaglRR4DGYGKh1OvxHB7EBraLO+F8dh0aMTtIjdASVxgMvjx1xIMuqxf6Sw8uH8ktlkpN2Xsx4to1TqqHbkCCYXgQktuUqX1e3IoWA3liWRqyKY7Tispo+sRbNRT6m8h3vi4/fsR6KRR8Lox3kkMP2j7PtDMcqQn3WGRaQhQ37K+ONWN3zcxqdUKnnu4nnevrNOvqOm3tMgqp0clHuYvXJi8RSVao1wMo/FHaTf77MbTWA16FDKB5RS+2iFjxYRDo29D+fVhkKhIzXUhz2EHk/M+0ZG2Y1tc7paJxT0kskXuPpwB7tJYDsSo600cePBBovnX8Dl8ZKMRz+2ICA26kyM2lk8NstOZJ8PPrjGN779Om9df8BgMABArVbz+vf+AKOyS9Bt48Vz8+xtrbH84O6Rb4/f58dgMJEotTm/ePGp78Gj906vE9jdizDoNHj/xm3kfQmroEAwWliYGuXOg2USxT0Wv/jSUQGpWq1z5dYSOr2e40ELqA20uxLvvPMuD1fXmZkYI5lIcPPuAxRqgTtLmzRqZUbcVuj3UCkVOCwGtmIp3vv+N4mEw1x69vLRvfiwEu3CiSl2N1fZXn1IuRRkdm7+qKAXz5WR6x0s3b7C2UknhZKKfLmG09yjK/V4//09dPYx/HPnwGDjvTu3sOtVnDt19qjF/tGafeRDNBb0MRb0U6nX6Q8ktBoNsUSautghNDZCqVp56np9FNx9nEr50TVNC3oq+RQtUSRfa1NoZJHpbGSLNR6s79JVW46SSY8e65P4SfiRDRkyZMiPy4cL2i9cOo9cBvlMmonQGAvHF1hdWeWDe1dwuD3MyuQsrW4c7avjBvsTSXOny300orVSa6DT67k0PcmND65QS5awOb1UJSW+8Rl01irf+8FbvPzDzuXtvX3u3n/ItRu3uLu0xouXztLQq7EETaiUKgrVFv12k5DXSqfVptuDSrbJbqZGT6ZBowaX3YJaJeeNd6/Qbzfx6gd8/sI8skGffq/DyvYB+brE7GSQVqOM1Jdx6tgECwEr2VIZnVbDpN+BVqvBLChotSWu3V2l3urQ6fWJpIqsbEfx2IyIfTnP2h3MKrTc30kg9hVMjnio1ETeu7MGfQm7SSBvMZMpNeig5PiMH7ddYGrURTJXgsGAWLbMP/2964htCQAZ0OsPaHV6pKsiibqcxloCjQJEacDKQZqFcR+Ntpluf4BJp0Eml5GvNLnyIELQ78JR67ATz/Pm7W1KlQZfe2UWvUZJuytRLDd44eIpDrI1XC47r1w+x9L6DpVSiS+89Azjo0Ey8QMmgx6eOznN7Y0IhWaHRDpPOJlDr5XDoI/HIuCwGMmUG7RxojaYiKRKCBoVDqMOh07PpeMhBr0up6tN3rm7xU68QKbax+jwcv6FhaM9/fH4c3RslNR6nN1YBpOgwmXRU66JZEo1XDYbF0/ZQKnh2VPzPNhNkc7XqVTrR/GOXiewH0kjyg2f2NUb3Q8z5neheGxkMhyqkJ0WgUK5jForHHl5PhL7VNt9Cg2JF5+yXw+7jIcMGfKzwCPh4Le/+Z/w6HpEwhqcLveRcPCPmlf48HlsZnub7aWbdPo9Gk0Rl9OO3W5HqdKg0JW5fHqOg4Mo71y5y87qfby6HgO3CWVfxGVSglyJXNZnP5FBoVQSnD2DSm9FqW2QTSWwWdq4nQ7ikW029zMUKg0yxRp+j5t7W0lypRKTIx5KjRY2i5WXXngOrUYJm5scG/cQyxRZCLmwmwRMBh07sRwalZJms8lWJI7T7UFzkEUhl+G0WyjU2thtfYxmExo5ZHIlbCY99WaHcLLApZOznJgaYXrUS9DnJZ4tEXQaiGVKbCeKJGtN3r29xgcPtml1pKP7JugOu8QvHp/h5j2RbKWBWqWi0+uhVCoIOi0wGKDXqulKfXKVJv2exKAvMRj0abY6uNxjfO7V1544/3psRvRq2N1cQzli41/cvoNsMODnnzuO12FlOxyjWjbh9DoRzC6KjQ5/6quvMTXqZ3VnH5lSSa8nodPKeeHcMXLNAWNjYxTKNZpdqDdboDGj0Qr02mnkKi07B2naLRGNVsDucDKQqzAYP5q7erReHs8v/eg8fYGFUTtnFhd+tF4PYkRjcbZ2orTketxjs7h1PSp1kWZTRKf7kf1AJlukJkoExz5e1PlINBIcCbC9vsqY/0dxyJHA9I+w7w/FKEN+1hlmwYYM+Snjj1vd8EkbX6PZZHJqms+9+hrwZOdKYj+PNACtxUPA4QCgWCzSbbdYWbqPXa/i/FOKCI8HqJ82MX/+4jN85+th3rqxxGTQjdfloFSt88adHVLFGheeP/nE38zPz/+h1zsWDJBMpvmf/8W/YzsSO/r57FSIf/gP/i5721tMBhzMzczQ6/cw6tRkE1E2V5eQpB52q+UP7UIRG3X0FgvX79ynkM/gNykZ8ZlQKpSs76fZjyf5xVefY3c/wdLNe6SSSfwuG42myIP1PWRyGV984RzdTpeDbJUz5y+yubnNv/udb7K8vsXC9CTBwAidrkQkvEvIZ8NrMyIo+yyvPqDdbjPq92JzBEhX8k+MKviwEk2SJJRKBdnEAcnsA2rNDoKgO7rG3d0d7NoBl04fQ61WEY6miCXTNFpVMvkq3WaWV2eO026JDAYDJkJjT7z3j3jkQ2Q26jgzM4FZr6FaKZPNlEiURCbmTuDv9Hj76q1P5VX0OI+vp8jeDpvRHPmVKHOT0yhVWu5tHZDOFzA5A7z64heP1uCn5WmFqyFDhgz5/yWPvue2t7e5ffM6ydgB/f4AlcFDBSObsRJG3wyLgWPQl9hMlJ/YV8Ph8BNJ80ddG7eXNtk5SDI5u0Cz2SLfkqNVq5kbCWExm8kXq0QzRXSeENF0gQcr3yAd28cmwIzbgOHUJL1mke10A83Ai0qtRaOSM5AN0KiVmAxamn0Fo3oPxXqbbKmJSqPj3Q9uINYrbO4dMD/uZfH0HGOhMXb2YpTzKXx2I+lynZt3l5HLBrQGSn7umRNs70WwmgyM+xxMBV2oNXo8DhvxTIE7axGWtqOcnvFzctJJPKti4yBHoSqyG03T7AyIJHJ8+bVX6XVE3r+3yn5epFGrYRBUKFVFDDqBE3NTaOUSqWKduYkg11ci/L/+/XvEcz8SOTgtev7KL55nLuiiIkqsxveZGh3nF197hXwuzb1797i/ecDOQZavvXQasdfn1kaccDyL125EqVSjUB0aZtsdAuPBKif1avL1Ho3dLN5AEHtwFrfdSEs64NbDTca8Lq7fX8VlN9OXOiwvPSSaSONy2CnXawhKyLcH3NtOUiiWOT07SqlSJzTiQNCoGQhWxEwVuVyGoFETdBqwCTI6rTo6rRK1UoNKpeLs/Di5aotKq8+JE8ePRtzCk/FnKDRJM7NHvd2n1qiSL9WwmPQIghaDyUA4n6PTE7nzYAWt1YfB6uDq/S0CbjNmo571rTDb6Tpnn3uVUCj0sX4djVqFYDBIoVLB/aEEkkEQWNuN4XS5AVDIFfh9fvw+PzKlgHFE/dS9e9hlPGTIkP/cebzIoO03mBkJYlJKR37AU9Mz5HI5EvED7m0cnol/XO/lvbV7RCNlWh2JjiQRz1TQWWzsbG7w+6+/hdWg4fzEOLv7dTQDO9NBF4JWy93NA9xOOy9cEIikqzQkBbVGC6fNSrVWI5bMold2GCg03NuKURO79GRKAh43PbWBsiSn1urRl2lBqWZueoyDeJaZcT/ZfIETM6NolXI6fTmNdh+p16fT7R2OVo3mMFrsdPvwcDuKyWgmEBwlW6ny3Q9W0apkxJMZ5AoFrb6KAUosZhMdlBgsZhy2OqlCFQkVsXSBcrFMMl/mzVvrR/dHq1Hx61/5PP/1X/lTVKtVbGYtIEMll9Hv93BbDNTFDsliFaNBi17QsHmQoytJ5MsNtqNZsm0N84s+ND88I4fDYUqpCB6rkas3bnEQCdOsFvBatFRKRV46M82414parUWllLM4FSBZqFPKRFnaS3Fi7BXUahXtepmbdx/Skfok90sEHHoK1Tbtbg+P242s2yQWS2APaDh/4SK/95v/O6punbkxDxa/g3K1zvrWDhupJrPHznzq/BLA9g+Lj4/O/o9G67udDtoD5dHZf/PBdXpKxZGtgF4nkM4W+OD+JsG5c5+4Zz8SjVxcnMXkcB/FIWql8gmB6Wfd94dilCE/6wyLSEOG/JTxx61u+Cwb36Mkut/vJxKJ0G63j35mNBo5efIkarUa+hILo3bGgoGPPN+HC1+fJjE/PT3NuWdfYWf1Hnc2Eijlhz5M3rEZnv+FMzz/wgufOsgNjoXYeHCd7/zgn/Hf/6N/Rrcr/fB1KPi1L73Kf/P3/hbJVIr5cQ9t8bDV+ZGq1WK1kat1uLW8w/lLzx4l5eAw+Ins7RAJ71Gv1zCbTJTKFXJRcJi0fP7Z02Sie4x6LHgcNlRKGYUHEdZ29vF4fXgDBbZjWZy+KmqtQE8pcHrBh9VsYm8/Sr0hsrK8RCaVxGFQYLQHef65y1y7dYdmpcBEwInDqGbSrUdstXGatNgNRsxOJ15/EG22ysz8wtGogg93uCmVSp45d5qwy8mVqzd578465y4+c3SN1668wzPT9qOkzXRohOnQCJIkkc6XCCdSuIQeZredZtbI7uYqSqXiqAvtEWqtFpMzQDieRS/vcPbELCjvOPymAAEAAElEQVQ0dGRdpo6dYnZunqW1zU/tVfRhHl9Pj4+8Ext1QsfP8+If8VA0ZMiQIT9N5HNZHEY1J1849+R3pMP9iZ4GT0uat/tyDso9RLWTWk/DoCfwpa/9OgDJeJTkDwUes6ee4dVgkCtXrvDwwX0mXEbOLEzjdrsR2x12trdZ34kQSWbZi2cIuQyUKnW+ez2LweLEYbeg06nodEW63S7jfoFkvICi32bMY2FuzINGoyKZLmIzCUwFj7Ozs8dBNsZOvMCXXzrDVjhGqVKj2enz0rkFLEYdmVIZjbqHVquhUK7RardQK+S8dDLEmNfO9IgLpULBzfU4v/md9xElGUGfi1yxQCKRwWIyki/VKLf6dPo9VBo5waCTdrfHXjyByyKwvJNgYz9LV+od3cvpEQd/9UvnGfVYyZTrXF2OopbJcGs77O9uMBrw8Ff/7C/x7nvvc+fhGl+/8hC/28ni/CQej5tKqYLHJlCXlFTqTQrlGqW6iN1qYmpykpPnn8Hv89Pr90in0xTqEsW1OG/fD5OMZfCY/JRyGWpiB5Vag0GrpNOTo9LqqYglms0BYwEvXbGG32VFYbCzna7QkyQGQKnawKxsk0mVsYx7YdDnweo2XqcFvaCn02mzshlhLHTYnfQ4j8efYxNTxHbXUahEPBYtUquG3+2gWm8SSx+gkMPxyTHWNnewyDX0GSE0PUc8HueDBw9Z24owEppGbDbY3t4mm05RLyQ+4tcRiWXwnQgh6JxPJJAaTZFkvkKzr0LQ6T/yOj+t+GTYZTxkyJD/HHlcOKiRSSjVA8ZHA7ibIqvbEW5cL6BT9hm0akwEHDgeG0H/WTySHgkAxGaDpiRncyvD0k6CiVCQibFxdre32dpcx2kx8NozC8yMOtnd3cHnseCwWZAp1QS8bjK1HoGJY2Rbu5Srh2dxjUbN5y+fZz8a480rN+gZ/UQiu5gELUb9oUjF6/EScFqI7O/zC89fJJMv8/b7tyhW6iyGXEQSWaymEHaXm0atgkYlw2k1Uqq10AgC+7sZvvnWTWpin1ypyuyEgvMnZ7m7tMHOThZ6XRqtLnarnrn5eTrdHrlal9F2D60A0USaSqNFt9dnbTfO7Y0oiVz56P5MjTj5lZdPMza3QKHSILwbRq/q0wfGR3xEkiWUMtCoFdSaHTLFGjJgOZKmXBO5unxAotTizLnzjAYD1DncgyN7OxSyKQrxXRzqNi9++Vl+/63rXH24jdOkwWzQkEnnaQ8U1JoiFp0Kk0ZOMVeiVS2ztbnBoNtifWsPmSTx0ul5VrcjHCRzqPQWUpkclXqLaqNNt9MhG9vloUyO3mgmUaqTL++ilA+Q+jLaAxVGsw3/yCjxXP6p+aVopojS6OI3/s2/Ihk7QCaT4faPoFKquXJ76WgM3tPO/ulUklx6H61cQS5epFQqka20CMyf55d++WufuFYfxb83lzbx2Iy0jTa+98F9DmIJlIKRs+dHcDhdn+3DxVCMMmTIMFIeMuSnjD9udcNn3fhyuRzRaPTo/2UyGYFAAKfTiUwmA37yhS+lUsnzL7xAYGTkCWWqL3A4E/+9d956Qq36SQd/h8PBf/c//GOWlpZ/dA+CPv7WX/hTnDpzhumJMfbCe3gdNjot8eh3Hqlaz587h+6g8ER31vVrVymlIhSyKXS9FgG7FqlfpdVvcPvuJl+4tMCI/xSp2AHZYhWx3aVQaeCw6Hnz6n2efe45vvh5Jw+WV5mZP3FYaEvlsJoN1OsN1rf3UKsFTG4TkgBjXhsbyRIP1jbpdCV0GhUGtQyLuoPUbhJLFQi6LGiUMvoyOY2miForHHWC7e/tEA7vkZG3iMaiCIKO4EiA0OgI0xPjqFUqVh+7RuDIl+rDhKMpuq0mi9M/8tVSKWVsrz4kmzgg7HIeqZcr1RqpH/oQxWIxlm++S6G2RLsrodFq8XYUtKQNErnyp/Yq+sPWzbBzaMiQIf+58eN4Gnxc0vzZz33pqd+vT+vsVcgGHJsa4+yMn/HRQ7FIr9ejUq2xF01ysBFBJgebIEOhFpA0Wmod6BbquOVqQl4z9Wqenljji88ucmNpixHBwDNnF3DaTLx19R4el5XpsRGcFhOo9RTae2i0OkxmM6J0GGcY9BpmQwFWd3pkinWytTZbsRwKGQQ9FnrIKFSalBstxgMu0qUGsUwJpVJNyGNiY/khO/EsXWnA8akAswEziVSRZCJHqVjg9PwELoOaf/2tq1xdDh9dv0FQ88z8KFOjDpKFGslCjUS+SqnW5OefXSDgtpLMJtgqp0jF7fhcTi6fXiBXriFXKumiYSLk5NrdZb5zfQOLTsOI14lcpaZRLXN7uUhLbuDFVy2H9/uH8Ue+WOWXf3UCaSDjwfIKB8kcGo0au83O6UUPlVKBgdRmIFexcOIUzUYDTa/C0lKGwOgYqC143Ro6nQ5ysiQO9gi4bYj9HlJbxGs3YjcbKNfbVMQq+Wobq83KbNBJNps9uv4Px5+hUIjksdMs3b5CTawiKHpsRNY4SKToytRMhMZRaPSMTc/js+jY3VilJ82RyORoNZu8+sIFFhcXqdcbfPDmH9AS6/z6176EzWJ5Ym0nkmlWt/f5xVefR7TayGUz5LNV2r0BWluAc2OnufFg48cSnwwZMmTIf248Lhz8yCivXpdSNsnU6ZNkig3OHl9gemL8M3skfXhM+vTlk1w4Nsa91R3Enoy9dJkHa7u8fO4EaqWcUZ8bj9OBx2Wn32ujUMjR6HSMjo6R2smhFozIlCpK1Qb5Qh6DRsHbqw/ZT2RRG514HU4sWgV2HYx47BRLFZbXNxko9TiDU1TFARPjIxgNBm5+500ajQatVh+V1oDTbieRiNPTKOhJElajhmK1TbVaAZWeL77yIt1GGb2g5ur9LRS9Ln/6K1/A63awvZ9AJZfjc9v54M4Ku6ka6WwB6LO8E0Op1nH74TpL2/v8cEo+gkbF3/rVl7CaDZRrDcLhfQxGMxs7YeQM6PRlyPtdxJbETrKE3ahFIYedWJ71gwwM4PikB4VSy6Vzfkpijys37x+JfSLhPXS9FmN+O36bn/GAF7NB4J//5repN+rsRLOYjpnoAb2uRLczIOC2Ei/UsZr03Hq4wfu3HmLSa3j54mnUGjWtvhJxoKFeEynGc3S6PV65uMCFkydYXt3g9R/8HgOZjHG/C61BQG/Q0x+AXqZGodVBX8LkCn4kvxTNFImkCjQ3NrFp+lyY8KBUyomlo+QawMgkGVFBrPT0s/9h/Oojuh+m36jjcU1x/lMKRD88seThVhRBb+BrX/4iofFx6vUG4bW7H+sl/WkedyhGGfKzyHCFDxnyU8Yft7rhs258BoMBmUzGYDBAp9MxPj6OVqt94nf+OApfHz7kfzhYfVyt+knKKavVis/nZ2lpGZlMxkvPnuPv/rW/yOTE+NH4NUHQkcmn8Y9NfOTvK9Uaaq3A9vY20f3DICSfijE9MYpNp+KFc4uYTQaaTZHlrTDxZJJUOsPq+iYqrY5iuUAkXUVCjtXupKXq88y50yytbaIxu4/e51q9yfpWGI1aRVfq8eKlBYxGA12xhtVkJDAw0KpXabXbTAUsSGKVaDyPVqMmnSth8NmwWKzUu30KlTq+8Zkfvn963rpxHXlPJOAxMD/moFJrsL2+euT39LRC3+O+VI/mBwNs7u6jVoDeYODhw/t0WiIqtYaBUks6E+bWb/w289MhpD4MlFqmFs4c+WHtbG+QSYeZH/fgdtjI5LO883AZnSfEF0IhtFrtMKkzZMiQIR/i03olftxYsFAo9GMlzcVGHbVSjv6xcWIAJoORbg8iyTwMBggqGb/w3CK6ugyTTqDf7zPq1NFsNmmJbQyqw+KTWqtH0B8aHY/5XZj1alqtFgDtbheZUsPi4kkUOg1zMyb2IjGMRh25Yo2m2EYQtMzPuNmLpXFZTeTyeTRqNblyk3Shjs9holSq0mp3sRoFsuUmYrPO3KiTC/MBkvkqrY5EPFdBqejz2rkQ7W6fbqfJ5n6eRqtzdI0L4x7+3p9+iSsPdjg+7ub4hJdopoQ5pqUmtvj/svfncXLlV30//K5936urqqurqqurN3WrtY80mpFmNKu8YgwYnB9gloAT+NkJBCeQ+IHw5PUiIY4JTyALCeBgMBAINt6wPZ7RLJrRNtqXVu9bLV37vu/1/NHuklpqbTMaaca+77+kW3WXunW7zvme8znnOM0aHHoVrWaTar1FOBEmnZKhUiqodWTsHB7i8nwQlVLJ1i0j0IFcvkir08Fu0DI+5CWfz7Gw6uf/94f/g/c//xS9vU5Uag2hRBbf1kd48YVvsWPEg1knY2KoH7lMQrZQptHqMOcPMxNI8/iTTxNLZiimQlhtdizWHqwmI7F4A5OshktjplZ2UixVKFUb1Oot2u0WWpUSn88LSEgcu8RWRx+BSIJ4ScRKILSp/ymVSjn45NpMyjNvnmLOv8TkVBylVMru7WN4fP0MePvpdztJJpOky6d54egZXHYjH/7gYUaGh5CIJQD4A0EKnQKVcgmuSyIZ9Dr2TAxz7OICx89dRSlu0qhVuipkx8A4H/nhjxIOh4UgjoCAgMB1rLdXn1tcZnnFz9XFAPOLS0wMe0gkklTKJc5P+9Fb7fj63cC9z17eTNzi9bgYGujn2LlJkoU628YG2btzjMWVELnCWoWR02YllYyxGk+h1zbIVDtUq1WiyQw6owWNTcfMSpR8IoTDauGRXdvJ5fIszF/k8Uf34HG7SaUSxFJZJoZ95OqwZ+9jKJVyAsEQLZmG4dFxGo0G23Z7WQyv0KyXMWmUmPQqri5FaHZk5CpFPv6BJ1lN5YE29j4XoZUFVv2L7N7iQ6tWkMqXcXoGCQX8zMzOopU1iVQqyJUSIokMKo2ePpuJyRlpN4G0a4uH//ipH6XZAWdvL5dm/Pzd0StoHYOs5lqYlG0O7hyi1miSSGVZDsY4Nx+hUqkRSuaRiEU8s2cIi8nM+NgoKoWchWiOVOOaTSsWC7gsSuQyMWrVWkzG5bAyMugm4A8SThbZL5cTi8Zpt1vI5GpK1QYLwST9bgdmjYPXz1zBotdzaWaBK/MrKLVGRjw9yKVS5haXWPTH2Ttio5CK4enR0GdS0um0eHa3D7vVjEJrwOVyUyiW+eYrbxLwr/CL//T/vSm+pDD2IgtHGHLoee6xHd2YQrlc4fSlGfzZJAP7H7utEOrt+K/Xz0FuFFNvSYz1TlyXgMB7GcHDFhB4ANwusHPjQvdBqBvuxfCpVCr6+vpot9s4HI5u9dH1PIiy3reqxBaJRHzhC1/gh37oh/jVX/1VjIo2B244hslk4pULF/GNbd+wby5fwB9NUWrJaBRP4eoxUtNBr8zI3Pw0Br0ajXrNeVOrVdjNBrxuJ1ppm5VoFrVaTb4Cu7Zvx+txMTm3jLIsolSuEE0XOPyBa9U3hbaSWDTKoNPMjrFhdLo1J6tab7IaSzK6ZRvlao1EMonJ5ME57GUhGOeNS8tIJFIMOi0ieYVIpsrw1l04HI61+7a8TKNS4Iff9yTF5Co2sxGvqxdvX5Fj52e5dHWGaLpwU6LvxrlUBp2GXKHEmcuzKKVthlUy9NImGpueQrHIYmyVTqOGXNLBpFdTb7YptySIv/e4BAIBPDYjQ7sPU6uUqFcr9HoG0Fl7OXt5ji9+4Y8ZGh55yz25BQQEBL5fudOsxJWlOFNTU7z4wre6gZdBnxeDRPKWWtTciEqjJRVvUyqvVeu2Wi1m5hcp57MoJW32TXgxatX4wzGml8L0OWzIRDIkohqnLoUJxjMEYymkUin5uoRspUE4kWN5JchiIMzMwhKrsTQnzk7SbrdYzdR49MCTqAxm5qYmSRQb5GsF5jNRsoUiGo2GejNBIBxnNZ4imsjy5K4hPvDYBHPBBBdmV7iyGMZu1NBsSVEq5PSaNQy5LAy5bfijac5OB9g36iSWKeC0GpDJpOTLDaxGLR2RiHy5zrDLgkYpp1RrI5NIUCvlKKQSoukiA04zhXIdELGayCCVydgx5MRbrBBOFVmJZQnHimzdMoReq+KDzz7BkWNnMRp0jA3189yj28gWCtRaIgq5FHqVlJOTAY4dfZVWq0W82GHbo0/RbDbJJ0L88JOPkM0XuLIYwdVjQKWQkcvnmQllCeXbFFoK5CYnyUCQPdsGaDbqSEQdHFrIJ4tM+uPUanUuzYfIletEklmGek0gUVKXaogk85jNJpx9diKZMoVmk8nb+J/r8yjXK9e++dUvb9rWeL2iezFa4JmDexkbHd3wukjUwe2wkIjH6HP2bXjNYjLicfdRqLe4OjeFTiXFZDQy2N8Dkgbnz53l8QMHhSCOgICAwHXIlSreOHWaHp0Sl93Ajz67l6mFFc5eXeLKzALbxkd5Ynziplm2d5q9fH084/TJ4ww6dBSLHrRadVcYoFGraFVLnHj9OBatlCNv1HD3OfDHMnj7bNh6LORzOWrNJtF8jfnVDCq9lUq1RjIRR6LpoFOIeN9TT5Av5CkV8ywur7DFa0PaKiOWiNm2fQeR8CoqUYNyLMl3X36F/Y/swqhTopZ1sJq0vHF+BkRiUqk0J86GeHTMicloBLGCWrvN8KCXwwd3842XT/HVl19j344R2u02+UKFeDrNgj9Mj7Mfu8lMrZDC4rVz8uxl5v0RHt25hT3bexGJxSh1ZmrFHPlCicd2jvKZT7yPbLGGWqtly2A/kwtBPANDWGwO+gwSdo/2oaCBRiUnky2ikF4ins6RrbT4wKG9bHFZaNMhV24SjGXIFUr09g8xauwh5F9mZGSEaqXKxalVNAox8wY1e7eN4nPZ2bN1lHAkTrba5JvHJqFZZ/uIm9V0mZdOXaXegp/dM4xMLOb4+WmK5Tp9vSbcPQbEEgk6cw8OrQiHvEQxn6dQKNGqlZEq1ShVKnwOHTqNCk+vjUAkTiajxWKxYNYpiacKm8aXjrz4AtJ2gyFP3wZRqlqtot/ZQ6KweteJy7fD3YqxBAQE7owQpRMQeId5KxU0D0vdUK/XiUajuN3uDckiu91+2/0eROLrbo3/3//936PX63nuuee67+nt7eXMmTO0Wi1OHD92U7JrNZFF7fCxEEpSb7Q3JMGyNTHNfASXx0qtmKaUTTHi7UUuaROJp1gKRBjxram4FHI59XqdqWAcgy7H7j2PoDbLSGSLlMqLXJkPYrD2cuzcJHqbh5GREaRSKT6fD6fLw4vf+RYvv/Em4bCbZCaPTK5gZiVOvSNl64CDTKHI3EqEM1cWMWll1NsitFYXlVqD8wtRvKUm23bvY8vYOBKxhFy+wOTsEuPDA4wMDzHTrG+YKyBqVXnp6EkOPPvBmxJ9t5pLFc3X2Oox8diebWi1a7MIms0mvSYVnYYWu2eIj/7wDwNrSbjrZzJ57OZuAKnVbjEzPUWrkmfUqSPXqL7lntwCAgIC38/crmVsKpNlxR8gEw9hFed5/und3xtqnUQqlbB/xxZOXZq5pdDibkQuHq+P4MJV/OEE9h4L2Vyecj6Lo8fEq2eaOHtM9Lt6yZcqHLu0gHk5ikwqwmbUoNFoOLB7jHNX5ihXyuRyWZ58fB/Hz1xifjFAvZTBopEx0KMmXyoQzZRRKBVcPvcmhdwYErUJt2OUSrlIIF3n+FwOtTyHStKm06yRzJYpVZoUSxVePjuDXq2gz6onmSkg6kCxXkWvVeMwG6g3GtTrdTrtFplcka39Vqb8Mb51coYtbhu1Fhj0KvKlKh99ehdWo5YTFxc4emGePrOWQCyPVqUkX64z6Oqh39nDyctLGLUKnt7jwmmzEE0XqLVgJV5Ap5Tx4tGTbB0dYt6/yuWZZZRyCVt8fdisRrK5DKVcnh3jw4g7HS7NBZlfCuB1OaiVCvjnrxKPRekxGWl3Ojy2e4KlQIRgOEollaXUEKPRm3n/gUf5oR/+ETqdDv/tDzJMLYXpMarIZTIsrSyTyWbJF2vIpCL67QZG+h1cng+zFM0ReOk8j2wr4rAYEHVavPT6WdSWPp5/30E+8OGP3JdnNJcvIBKJbvLfAFQqNc1qdkM74ev3K5SqWLRSfvnn/tFNle5vRT0sICAg8H2PWEoyFuV9+w7Ra7cCMOR1sXdbkt/573EGvP3d1uPXc2Nniuv9g1Ihx7I/gErSYc/EMA69DIdBTnh5lmwmzZaxcTrtDifOnCeXjDDUq2XYbadUzJNLJUnky7x2bhadXkswnscfiqC1OBDJVGg7Dcr5MoPefuqVIpcnp2jkoxzYM8Gg3UpgcZZWtUQ+Jyayuko2k6ZWzGA1qRhxWfGfmmTy3Am0OiP5YpHFxSXcGilGJTiGvLwaDXP0SoRnDzgZcDnpNKrsHHax4A+Ry6bp0Un44GNb19rPp1LIZAre99TjzC6HWFqYx2vX43H18q0jb2DWKYlEY3z88D6Cq1FW00UsTg+HH81jNpspN8U4nU4cPSaC4QTnZ0PsOfhhMskoLouK8S2jZDIZ8rks9XaH0cF+OmIpL55bZjVRxOfsQadVIqaMQafCYe+h2W4yd+Us09Eq4WiMQiqKuJajVRGRikeJxhMMuJ0Me52o9BZQtam22yyshAmncoilSkotKc/uGaVQadEUieix95DNZNgzNoheJSZXKOMwiKhWKrTaHbYM9BKMxBntM7MUy2IyrolX8oUSCoUcnUZJPpdds+HtDga9ftNHsVIqIhWDQae56TWNWoVcKqZSKt6nB/9m1p/h0yeP49DLSCST3Zb+6z7unZKnAgICGxEidAIC7zBvZ5bBgySVShEIBGi320gkEvr6+u6803W804mvOymxp6cC/MzP/Axf+tKX6O3tZXJyErPZ3H2PSCTqJrvm5uY48+YpwsGzdDodnO5+njz0DFKplHAo0E2C+bY+wvy3v0mPtEifwYlGraKWUxEJBai1wKRV4A+F0arkRGJxXjl2hmarRY9eiUYlo56Lk8xXmCvWaHXEtKVq7FYPA4PD3QBds9nk9aNHmZ88h6xZQqExMBdKMR+M09fn5PDTT9KqV5j3rxKJxonG4ohbVYpKEV63E4PJwkIgxpVIG32PCqQKgqFINwnWECkZHx1GIpawZWycaDTanSsgUuqw9upumcjcbC5Vpi5FTZZWu9N9byKZQqtWUK41MZrXjtNsNoklkoQDK1yZXqDT6fDo9mGazSZSqZRoNEo5m2B8qB+r2cDkSpIdE2Pvur8LAQEBgYfN7VrGnpucx6CSMNhnps/g6M4sWq82Tdl6bqmy3EzkkspkefU7X+PbLRED/R40OgNOlwf38DaunDtGOH6cVrWERAxn5+NkKm3KojbqeJxn9wwx7DRwfiZIKlukVm+we8yEmA4DfT2Y9UqShSbZYpV+h5ktfXqmZhfp0MZuNeFTKwmniowMuDg37ee7R17GM7KNH/nRnXgHh/mFf/LLvPLKK7zwtf+DUadAIdXxpMvBkn8VfzRLLF3ApFMjlYi4vBRhqM+C12lBLBKjVcupN5qkcyWiyTytdpu/eukSX/z2GURiEQcm+hnss9DqiDg7E2JpNUl/nwOD0YQ/nECrUtCR1LiwnEQqllGutnDZFCyG05j1SobjOSr1DsvRNMuRHAaDgQGPmz/+2msMDI2RLIvo9w2RS4Qwf0+NW6/X0SqktBpNquUCW/odiBUqPvTUo5y7usDl5QSh+TDbJiYIxXJ4+6qM+Nxd4cr0/ApfPzaFQqlmdXUVj8fD4Q98iDde+gfEahXTc3Ocn1ql16zBaNCxY9iJx2FFLZdiMZnJFktMr8TIl2sY9U3odLD3mEmWyqSzua69frvPaCiRxen2bppk8rhdvPbKDGM604bt6/t1Om1BPSwgICBwD4jaTQZ9XlZjSarVKhq1ilK5QipXZHzLKOF4htwdWtDf6B9o1B0K4jwKhYpSuUyfsxe9Tsxwfx9TC36i0SilSp18Msb2YTd9zl40cpDQQz6bJpErECm2WYwnCUYKNMVW5GontXyMIZ+PLaPD+PrdfO3rX2e8vwdPrwWHxYCz187oYD8aSZNKtcrMzAwqhYxGrcnF2RWKpQoyUZsPHtjJf/ubF5CJWjzzyDDuPiehaJJcpcW2EQ+ZTIbB/j6ePvAIAf8K0WSSUqGAXCpi24iXkYE13ykQifPGuRlWowksBi0roXm2DtiZW/TzzZff5OSlWSq1OnsnRnjm0a3IVRnsdjuJRJIrSyv0u4I4bSWOnr7M+dkQGFx8/OMf5y///AskM2HOnr8EIlDIFdRb4LT3kC41ee5QH2q1mkomjK7TweO0ky7V0GuU9Bi1iFoNppYucvQ7X2aL18nI8BAum5HVcISFQIRj56ZoSVQoNXoWV2LQ6aDWGVGrRTz5yFamlkJ43TYsDjfJfBWbw83KapJiuYxSLKPVblOoNFhYjhLPFul39jK1HEYjl9BExtCAl0hohUwxQqVap1arkSvX6OlNUBcp6Pdu3nVGpdHSbNNtZ3g9pXKFerON7h5nZ98t1z/Dgw4dDoMcvbqzoaW/VCp9S/O7BQR+kBGSSAIC7zB3qqBZXpzvvu9Ore7eCRqNBoFAgGw2292WTqfp7e1FLBa/4+e/W26ncn3x1WP81uf+K4lEAoBIJMJf/MVf8Ku/+qsb3tdsNpmbm+M73/oG/oUp5GIxVrOBairIyVfTDE/s4alnnuve97m5OQqpMIef3t0NzEnEEA4ssxpLEU0VyIZSGJUi0pksGlmH3TuHCSUKSHU9OD0eVJkM6fkQ2/ce4tChQwQCAQIrS8xevYxKo6XebHPx9Ou4LFr0DjO9PQYyqRT15trQcrFYwti2bczNL3Dq1fOIOh2ef+bQ2qyqTptGvcZWvQW53kbv4FYyDTHh6yrBZFoLpXL5e9e+Nqx7vWXMpclpFHX5LZ+zzRKDxXyOWjbCsfOzuOwGDDoNk3NLtFtNjGYrPSb9mtN25jz5ZIxBu5aeWpt6s83CzCRSqYTH9+4mEY9hMWhRq1Xk/KuoVGpACAwJCAgI3MjtWsZWWiIe2T5Is5TdMLPIoNfishsIBEMM+QY2VVneKHJpNpsEVsOYFU1q1QpmRZN0bJmvH3sFpEpaIgnTCyvkMincThselwulqoy4UeSJPaMM9pqJpHpBJMGsV/Hiqaucm12l0BDjsBjRmew0RTleevUNntrpRYqIAYcRpVLO/h0jNNtippbDXJgNYNAqGe+3MeA1Y1O1ulWq0cgq+8a9fPjp/cwsLDM1PYXRaMQfTlAqlQjGc/TbjXgcJmRSGWaTiVargUwqRi5VEIxnuTC/yl+9eIGVaAaATrvD5FKMH396GxKJFKtezTdPzZHI1/mxH3qO+VCGViHOkE1FuQmXppc4cXUFuVyC227ErFMRSZeY8icpVJs4HVZ6bTaSuTJGs4PDzz3Nnh0TzC0u85Wv+Ikm19r6VKpVTHotoXCEQrFMj8WITKXDqNcx6OkjWwVRp0VoNcTgwcc22N1QPMu56QBStRGr1UoikcBmszEyMkIysY98PECPtYef+PDTrCwtMjFg55EdW1DIlRRzaQaRcOTMFAaNEqNJx8HdW5ldXqXQlrNjyE2D5j2JOe7Y1nirjaWrZ29KMllMRrINKYurafST0zft1xTFNq1gWnvGBfWwgICAwI3UqhV27NiBUi7pCgflShXOgVGetw/w9ZdP3bEF/Y3+wcWL53ls5xbMJiPHzs8i0xoJxbJ4+xxYDNq182RLWPVK6q02wyOj5PNZCqkobZmWtlRDMJJGbzAxuvNRPvaxH+fyxfNY5XV2TIx1rz2TKzBgM+B1WkkkUzh77bidDubn51GKW1ycnGbbkIttI/2Ui3JOnp+k2YRvvXGWYj7LrmEX46ODiIGmUYndLEUth4tXS7x67BR0mjjtPVyZWcKglpHM1Ti4dwsApUoVq9mIs9fBC6+fZccWH/FklpfeOMN//J9/w9TCSvc6/9MX/p79232AiGathEqlQqTr5TsXVqmX52ghpn/Ax7NPP0sgEKBYKlMt5CgXlGgVUrKZGPPLQXLlOg2RjKZMj1vlJpLMs298ArlUQiKzTI9WTrVcIJbMIJeIcFt1PLNnGIVag0LcwblrgqFBL//328f46itnGRzbwfaJCX7iw88ST6U4fvRleswGzOkCs6s5iq0IzTbI1Ho8g+MsRnJkNWIazRZ2ZOSbUpoiOZlSlWZHiliqwOd00UTCq8djjA/0olbKENGgLVJRq9WIpBtMHLi5sg3WBCaL05dZCMTw9jk2zETyhxOUWxJ23SIB9Xa5/hkuFj2El2cZ7u/D2+fg2PlZlvxB7D3Wtzy/W0DgBxUhiSQg8A5zuwoajVrNxeMnaBRTd93q7n6SzWbx+/00m83uNovFgtvtflclkGBzlWulUuXXfus/8L/+/G+679Pr9fzX//pf+cQnPrGhDL+Yz7HiD1ArpCmmVtnuNuCw6Gg0O7TEHVqiOmeOv4yjt7fb4z+wsoTDaqF+3f0xmUyUSkVSmRxzK6vE03lGXBZmV8I4LDrEchUDAxZaSLA5etm1+xEs9mlilSan3zx1U1vDv/3Ot5GJRfTvGEGjVtHudLDqVcgaed44G+Y7L71Co/EEoUQWu2eIJ3YNs3vb1pvuj94wTbIu5rnD77/ptdupg+/VadLqDbhMcnRaDYFgiGAqSbTQYdhlZcznptxRsOQPkktG2DpgZ3U1TKNSwWLtQdGpEg2tsGTroV6toLHpyeWLhGI5RsYnuucQAkMCAgIC17hdy9iW+AJmg4Fsq9adWbSOQachmEreUmV5o8hlyR8kn4zx3GM7iCdTHLs8j82o58ntHq7OLlBrgtbrINNjot9uRK/TEfAvs8UqotVoEE1liacL1OpNxCIRY14HyTIc2LMNtUxEtdUhGGuSzuZRqzXUG3U0GhUWgw6zQU+uUEKrUaOQy3jqka2cnFxGpZLRalTIrM7z4re/yXwgyo8+tZtzV2YoFXN4ey0oXCYMSrg862c+lOLRCS9P7x1nbjXN4mqaVrNONl9BJRfzJ984ybErflqtNgBisYhPfmgv/+LjB9Eo5SRyJXRqOYNOM5P+MLt37WJ8yyivvhxE1irw5K4tDPSaee30JBfmQiSzJYwaBY4eIzqjEblCSb3RRqrSkUtU2LP/ANF0gVy+gK/fjcc3xBsXppGKIZ4uUK23iMQSqBQS6m0xvl4bsKbaNRr0qORSvvH6JbaODpOy9bDsD3A1GKbW6NCRabDZe1lcmEMhlZBJJfB4fex7dD+BgJMr0wtY9ToqbRlI5DTbIqTtDvlyndVEinYH+vt6ueqP88Kb0+hMPTz22H6GB7xcnZm/JzHHndoaAyQT8U0Dl3sPPIujt3dDJfj6fq+9cuS2bfIE9bCAgIDARlQaLcViicGJsZtmzV2anGbn7j0MDA7ftgX9jf7B+rptXaASK7TQW+0cOz+LWgb5WpvVeBqXRcPQ6BjOPieWnh4uVdsUyyk0ejP6tpr9B55g37596PX6TWMkCqUSsbiFVCKhVl/zaXyeXvyhCC+8dpxapcy2QSdGrZJGs8nggJceg4avvnIWhVyK02FFq9aQTsYxaNWk8kWkNCjXGiyspsiXjtPndlHIZpBJwGLUUywVePH102TyRdQ6A7u3beGqP8l8JMfXX7vAGydPUavVu9f4kx96gl/6+Pv48rePUq3V6HRgOpji0BOHyBbrqJQyDj66G7PBQC5f4I2X/oFMLMRWrxOFSkWtVkClkGPUqSkUS+QLJbZvdzPYb+H4sSSvnLqClAYWvZJQJEoss9barlEr0WexYrcaCERzRBNJ0ok4nXaTTrsFEgX79+/HbZBg0OuIJVIUahL+/o1pOiIJjXqVRK6KWCpHo1LgcjmIR1aptdrIpVI8OitPDk8QiEQ5ceYKlh4by9E0DZmWWLpEsQ4qtRaFSkujI8Zo0JPMV6k2q7d8Fn0+H6GJPZw5/jL/99tHGXI7kErFBKMpUlURO/Ydui+zszfj+mdYq1WTzaSZnF9BLmqRT4X5i7+8jMXuxDEwjsfjeUeuQUDg+xEhiSQg8A5zuwqaqdl5ZJ3qA29112q1CAaDpFLXAvVSqZT+/n6MRuN9P9/94EaV60pwlV/7zf/AciDUfc8zzzzDn/3Zn+HxeG4qwxdJaqjqCarFJDathB95dh8mvZZSpcrUYgidqYdsborTp050k0iVUpFBn5dgLI5eHYBWg0a9jlQmoyNVEk6VcPT2ES5JiBXbjA7bcbm92G1WAqFId1C0Qa/j1NUruGzG7nfd6XSIp7IYdDqUkiaNRgORSEWfRY9tyEE2m2VpNcErlwLsfFy+IVi4GbdKvNxRHXyPjtt6Mm9o4Fo/7dHFZS5fOMtqLM3IxE6mZheQtqsU03FKhTwjXg8atYpLqSiRaJhMuYHbbiERDdORKNFb7fj63d1zCIEhAQEBgY3cqmVsYGWJXL5Aj81OeHkWe7mC+nsVSblCiU5HdEvBwI0BnEAwtFbpotcyNb9MLZfi4DN7adSrJONxMnUxSoWSWHIZf6jG03vNtEopbCMD6PV60tk8i6Ek9baYNjDm62MykMNus6KStNBptZy9PI1Or8dms0OnycrSAq12C6lEjEIuJRROoFXJWQmGmV9coUOARCTI6ICLp3d5ScYizMxOk04n+cc/dhiTUUexWKTZaCLpNImmS4gVGoYGfUxsGWVyIcRffecNjl3xc/rqEvH0NX9MIZPwE09v4//9sQOolHLShTLxdBGpTE6fzcCbcwlMdidatZZWB87MRpkPJPA4bUikcs5OB1gOJ4lmyoiUegbcDsRSFQqVgpZYQU2q40Mf+mES8Th/+80jiJpV2s0GC5Esi187Rp/ditlQplrMo1XJGB/pxeeykyuUCCVyDA8PEwxHkap0nLo0g0mrQqrQotWJqRdKtMUtZO0Kow4nJqP+JhHSnr2PQjFCr9NJtlxlZiFIs9VEqVBQa8tArKAtkjI4NMIH3/88DoejOxz9rYg57tTW+E6zM9d9r+u5U5s8QT0sICAgsJG7+d28Uwv6G/0DuVLVFaqsC1SePXSQJX+Qo8dOkSo1kSk0qE12toyNk8mVCEUTyJUa3G4NIrEMi0vHM8880xWqbhYj6e3tpZaPshSIUG7AyXNXWPKHiKezBOJ5XD06VlMFxEo9LrcXs9mMVtZh0L3KaiyBSCInX8hTqZSh1aBZa6CVizFr5Yz296JSK4kl8zSkenb43Mg7VRYDYXx9dowGHdFkmm++fJLF1TSzyyEi8WT32vQaFT92eD9qpYzvvnacPquOYa+N+dUkOpWcWMiPUa9jq9uH3WLsJvD8gSDKppFyo82lmSX2jA0glYhotCCQyFOpdchlkoRCCraPDZKMhZn3r7Jv2xAOFGwfd+Nz2TlxfhpRu83cop/VcIQ+q46hsT7a7Q7VC/OcmFzgW9/8Bp/6mR/nxJnzpGIRhrx9uJ09JJJpzl9dIJUJ8uy+rQz7PETjKS5Ek+QMRnZP+IhmSiRzSyRyZdoKA+Fih2S6Taadpd2s80NPP4pMJuXcXAiRTMHgkIvxbWNI5hf59je/yuLs1E0dddbb4zt6ezl96gSn5pfJ5fNIpDJcbje1WpWlpaV3pAPP9c+wRCxheGSUE8eTBMJBKrUa7Q4M9rtB0uD0m6eEecwCAneJ8FciIPAOcztHbmp+mT3bRt7RXu83Ds0Wy+TI5EqMRiMSyVqwwGg04vF4kMlkb+tcb/fabtfKb13lOjs7y+f+4+/yV3/9f2i315TESqWSz33uc3z605/uOqY3luEfee0N9u0Y5eixDC6LAolobaaPRqXEatSQr1YYcjt4c9HfPadKo0UrFhEKVfjuqycYdvfQYzaQWM1x4tI8+YaUf/PTP82WER9HXnsDq7qDs9e+dly1imQ8T6vdYn5xkcuXLqLd5mV5SYHBZKHaElGu1BFLxLSaLa7OzOO26UnH1BScDnyeXlwuF0Nldbe6aD1YuBm3SrzcSR18r87SZkmpQrHEUrxIOFvF0Jtl8uoMveomeoUNV7+XLcODSCQSbFYLX/3u60yFUkjUFpKRLM8feowdW7d0r0MIDAkICAjcPes+htvVi9rYw9SCH4tBS6vd5vSlWVBbGevfuqlg4MYATqVSxvC9IdxL/hAepxWFUsH56SXSpQaNVguHWcd2n50LV+d58+wFMoUy/kgKq9FAsVqnz+WiI45TrVVotUUYTWb0BiPp2CrtlojlYJxiucY3XzuDzaQjlUyw1WsjX65SLtdYCESwmrTMLGWx6BTYTFr6e02UqnlqTTE+dy+VcgGTskM2l8Ni0qPX6VAo1IhEUnaP+8hXmkwvR7Aa1FiNGtqtDi+9OUWt3uh+1qd2DzPgNGE3qnlzKoBRoySSzFNuNLGZDSxFMig1Wvbt2s7//LO/ZNhtZu+onXAsRaFUIRhLY3X2s+PRA8TTZcIVGbVIGZNRjlItptrpsGPfIYaHh0kl4shlEtRKJXKpmqf27+byfJBopUEomyMZDTHcZ+TR3SquLgQIJXLoTWYsRj1HT19mz97HMDgGWF5ZplGrIlMokWtM9KuVPH9gz6YipLm5ORKpNKvTlxl2W4mFk3gtKhQqGR2JlGJVhkwq5tz0Eo8/tp9EPAaAw+Gg0+5w+eoM8+E0fPXL963N8luZnXm/hTACAgIC3+9c/7vpMK/9Zi4urRBNptD3uPBtbd5x5t2N/sH1QpVcoYRKpUYqlWLvseL0eHnqe+u2mQsnuDq3QqN1bXZus9mgDUxs29FdpzebTVodEa8cO0UqFsJssdBjs+Ny9XHlYoxKu0MwkUMeSeFxWvG5e4knMwz02am3Rfi8HnQ6LamUlHRsFZlMQr3RIltuEArH0Ss6qORS5DIppWoDhVLFTzzzCJlcnnRdRrGtJBpLsHfEjn3cw+XJGdqNGtlMjkw6xfkrM+TLte5nGPQ4ee7gbvZPDDA5vYBVr6W/147JqGNEoeGZQy5eeP08sk4Ns1beFZICiEQdvH09xNN5TD2D5BswNTlHIpHEYtShVSkYcZoo1Qo0qwUWAmFsFhNP7NvJ7rE1G1eqVNFoNISSOcSiDkO9JnaMDaJWyqnWGsyHUmwd6qOYj/Hlb36HsUEPfb09qJQKYK37TbuWRy7u4Ohzg0yNZ9DCL23ZzvHz05SkJvL1KrlMHq3Wxu4DgwwMDuPxeAgEAnzlb/6SakeKo9fNR3Y80vUVTpw5TzETx6GWMtG/eUeddZHIyMjIxjmc37Pn71QHnhuf4UQigUbWYe+zTzDvX6V/VMRzTz1BTpjHLCBwTwhJJAGBd5jbLYBlKh2+gc17yN6Pll6bDc1eCUVZWQmQ1pkZHhnF6/VisWzebu+dZLNru5MjIZVK0el0fPVrX+8mkCYmJvjVX/ln2CxmXjnyYjfQcWMZ/npwTCqVoNeoKJdL6HVrr6lVShKFPFKpGJFI1D2fx+vj+JFv4jKqsfr2kExnCSTLtDtyjNZeRkVa5haX2DLiw+N2MTc1ibeviEGvpVSuIJUrOHPmDBcvXsamlzPqtqGXNpmbmaYuVmGz2ahUG3QKSSa8Pez0rSmQ5+fn8YciRJNZnO7BDdfzVhS5byVwcytulZT6oY/9NADhUIBZfwylR88TviHsNms3WanTabGaDNjaen7+k7/MiePHiMYDSGfmhcCQgICAwF1wo/hCrlSRr4s5fu4qfTYjLbmBs7MBVlbjKAx2Dj//IUZGRjZdmN9oU1QqNblCiXK5QiqbZ3zYS7nWJJnO0Wo16LVa2OZzUC1pUMrEuPqcXJ4P8PrlFZxuH44eGwatmnimSK3S4c3pFcbGJ8iVasytpnnt5AXqjQYT/RYcNjPReIpcucFLZxeYD8YpVWoshhJY0mr6bCaMOiW9Zi09RjXWNhyfCiIRt2m3O9SbLSZn5tHqtJQrVZbDcRpiGQ67lisLqyCR44/lSGby/M1LZ7sJJLNRx6/85GGe2NbP/FKAWr1OJJmnWKkz1m9Do1KQyJZYjWUxWT0s+UPUixmee3wcuVTC8888hcViIZcvrrXxMVoptBSMb9+1qSBmaWmJYmqVH3n/0xj0OlrtFjPTU/SaNcz7w3h8I5y7eJmXX3ud+eCX8XmcbB8fweqQ89qZSbINKU9u245cLmdsfK2VrdFoZHF+FpuyiUatYm5xmUAwRKVSRqVS06rWOPb6azQrOdoiCSfPT5JNpSgWigz0WYil8pRbYsrlGsFInJXlJUq5FPVGm77+ARDLmJ2ZYefO7QzfIij0oLjR5/Avx8nmS3Q6bZqiGK+9cuSBzhEVEBAQeLez/rs5NzfHi9/5FrVcDG+fjW3jjyFXKlm6epZkIn7b3/Mb/QOHw0E2k+b0pRnm/WGGtkxwaXL6pnVbMODnwtQcRq0KlUqJRNShXG9idvTTbDY58uIL3RbzWnkHvU7DajhKpZDFv7RAHTnLsSKFQh63VcMzj25DIhaTyhUZGd3CiMtKOpPixLlJRgZcqJQKkvkqS6EEhVqbjlTJK6evMu4xYzToaDZbTK3E6evrY2LIw8WpOXKNDtvHBjl/ZZZFZZt8UU+hUkMl7ZAvFvFHM90Ekkal4J//9AfRqFVML0d54fgkuwetOGxGeh1W6s0ObpeZLT4Xl67Oky9XaTXqtKvX2gurVGqa1SzNeo2J0QlsPRYymTQ9Wjlb+m0Uqy2MOhXSfJlDj3mZ90eI5yqcnVpCp1YglYhJZkvs3D7Od185jlbaYdxro9Zoki+VWY3nyFebHNo7waXZAFdn5pgY8XYTSGqljEYpjduixe1xI9JY2blzd/f6Gu0OkytpPIPDm4p6R0ZG2Lv/8ZvmV80tL5NPxtg+7Kaj1OP1rM2PvlVHnRsFvuu8Ux14bnyG1+cxN5qtDa30hXnMAgL3huBtCwi8w9yuEkSutVAsljbd73609NrMWPe7+9BOzjG7HEKpVD6UBNKtrg3u7Eh4PB7+4A/+gH/yT/4JP/OJT/CRw0/g7bXepGYp5nMM+mzd/daDYz0WK8lceq3M/XuUK1XoQDCawum+ltTz+Xx8u9KmnktgtRgZ9LrW2szEcuzcPcBIqcjFqUUOHVibdRCNJzh2fharXkkslaHSlhEMhpjYtg2JCKRyMQP9LqwWE6+emyMYbNBrVCBXaTHq1CikoFfL0MtaHDl+kkgJfvSnDnTVYu8WRe7tklLj4+MszM+hrifRaDTdBBJALl8kXaii1Vrve4WUgICAwPc7txJfVCUNCg0pqaqMWrWJZWA7u56+ObB+YwJKoVSRq4k4evoS/Q4LYomU05cmyWQL6Ew9IJZi1qlo1CrIxbDD10OvSc2lWAytVsuebaN87P0H+asXzjIfySNTqpEqtKwmCsSSKYzOQXr6vEwFUiQrEjz9/TgNcsLxJEODg2zdOkE+n+fF4xd4czlFOLJKrVpj1C1m3zYzBqUIj92ISikjnMwTTeaw9/Zh1Kmp16vM+GNoTKu021BqShgeHqHRljAVLnFuNozHaWVwdJx/8Ys/wb/+3J/w1OOP8Fv/4pNU0hEuzUzRrFYJJzKIxSJarTZGrYpKs00iW8Sg19DTo+c7L72CTikjmcoyMOjDZDIBdOdCnJlewbdt3y1t4o2Clmg0SjmbYN+OLeh0ao5dnGf7iIexvg+zuLgMEimLy0GuLsfx+obYe+BZHnnkEZaWlqhUKrjdbiwWC1OXL6AxGzlx5jz5ZGytDaHdSq5Q4qJ/lW+/epbD+yd47tFxAisq4nEdC6EEK8kyKoWMaq3J9vEhdovaSFo1hp0mytU6R157hXSpwT/+6Z/gsf37u+3t3uk2y7dj3efw+XycOH4MSfvBqJgFBAQE3ssEg0HalQyPbPV1K30cDgeDxfIdf883W3PW2mL82RYVeQ+FloJOXX7Tuu3QU09zVqtjcX6WyGqcUqmEWq2m4o+glYvZMzHcbTHv63Vitg8gV2tZXY1QSqdZCsXZsf8popFVNM0MmXILuVKOc2AUrc3D4sw0bmcvmXKbfFNKMlmkqTRjdm9BVG4QTFfJ1kRcDWapLcSQSqVsHfHxo889RqvVotXuoFarMRsMWIx6hrZMcP7iZRw6HZVKjS2DA3z4qUd49p98jjGvg3/8kcdRKWTIZDIknR4i2RLNZoPp5Qh6vYltY0M4ekxIxBLMRh2xVJ5isYjR6OzeS4/bxWuvzKBWKbotAbO5Ir16CblCGaVKTaVaRaZQ4HG52LN1iBNTISoiLV87ehmvswePqxeHXUeqUONipYjFYiFbaVOpN8mWGgz5vPTZrQRjORqLUVYjEeKpNApxC7kYZpYCHD6wE4fdTjBZ7F5bq90iGYvin5tmx4D1lqLezYSsgWAIq15JvdXGabN3j3mrpMyN/tCd3v92uWkUgj+IXiFmajl2Uyt9YR6zgMDdI3jaAgIPgNsF3d/JXu/+5UWsBs2GY4tEInaMDSKlRWQ1yNatW+/6ePfSfu5O3MqR0KhVtKolvvHVv2N0ZJRCqcyW8Qm2b9/ePcfP//zP43Q6aRbit0xCZQt1cnlVd3u3Uqi/j2PHA5iCCVQaPe12h7nlVUotOamqiOcPX7vnUqkUb78HncROstwkmEqiUqkZGZ/A1+/GHwpzdfnaoGin3U42m+e1S8vIVDra1BndMsZTB/YTDEc2VCqN9Jl54/ws4wO9LC7VWIpkCMWSqOUiNCoVPWY9NbmYRj7GiePHuk7ceyHxMuAbZHV+TaXtshsw6DTd5FtTomTAt1ZddT8rpAQEBAS+37ml+MKzZve8g8O3/D29ZQJK1qLYlBGrSKi0FJSkVvzZFiarjavzASR0qBXz2E0KzHrNhnk95XIFkVjK0888zdDoVq5cPMv55SUqdQV6q5ef+39+GJt1rT3ekdfeQOsyI5KIsbqHkco6GA1a+nrtlGottNY03uExchE/onqO2ZUIbqsWvVqOvCJnOZyi0WyQSOfQa1VcXY7i7HXQlGqwO3rp6R8hEw+zmspw+LnncTntBIIhFqJpWjID//xTv8Snf/bHkNDmu5MXkIjaWCw6lAoplUqNmWCcl8/No9frKdc7DI6MY3X0ceTEBZ7et5WmVIXZbO224gGQS6VEkyme8t5awLHek7/ZbK7Njjh6FHGrQi5fIBxPUcwm6N0xSEbcRqXVkik2GPB5SRZqDG7dzZOHDiGVShn4XtW6XC4H1tq0TM3OI25WOLh7FIP+mugolUhiVbUYdNvYPTGCVtriqUe2IBKJOXZxnlyxzEokicOk4eC2A/gjGfQmK4p6Da+zB2WqgKXH3k0gwbtDqfugVcwCAgIC70XW7f354y+zzWNk64CDUrlCeHmWbCbNlrHxO/6eX1/NdPrUCcLBM4hEIpxuL4ef2t+tcC4WixsEg1KplD179lAsFCimY+ilLYqpVdKJKFKbjVzBQbNeY9+OUYb7+5ha8GPt6WHsqScAuDQ5TbIupsdsYqJ/qFvdAmBvNkkk00wuzCKWSvENbyGXL5BIZHns6fex79H9LC0t8ef/+0/IxJaolqrsHHHx+M4hMvkcxXKNtliO1WxjfnGReCrN5NWrRKNRDm7fTyyRRiep0d9r5Yu/9QkMGjmVeoMeox6lSkkiW6LXrMPdY6BUqYJEjlGv7dpKqUxONJVnNZVnePe1pIrFZCTbkFJotjl5cYZqvUkinSOXLDHS34u3z0K1Wkem1BAOLFOuNdDpDXzi4z9GKpMlEAyRKJfpdFr0enyU0lEuL0SY9seQyqT09zlw91rJFsoUKzXEMhXNWhmvTYdOKaVSb6JSKlgIJel1OJArr8VHotEoiegqO8ZGulVGrXYL+fwCL7z6IlOTlxkaHsHp8qA2921IKs7OL+CyaBgaHcPhcGx4fgx6Hf7lOHNzc9240ZXLl3h0+/CmrRTfiSTOjXGTmdU8Fo2UQwf34+t3b7gGYR6zgMDd8+6IOAoI/IDyTlaWVKtVopEIHYOSSrXWLWkGkEmlGA16QvdgrN9K+7nbcePAzu45zpwnl4xgV0mYvXyWf/f5/8qBx/bx2d/87e45RCIRUjE4bqNmSRWThBLZboJuvVJoObBEttLhwnKKULpCtVanjhyd1cWOfbtvcqa1egOWG8q31ykWS2zfuRvv4PBaUieTRWMf4McefRafz8e3vv732HQyZlfCjHh7u5VKLruBZr3B0soyomYJo06LxaQnnYihUqtBIsHj8eBSmTm0b8eG4Mj9Trzcz8TgOgODw1RzcXp7jCQzmW7yrdczQDuRZWBw+L5cu4CAgMAPEm9HxXmnBJTH60Mul+P0DCCVSknEIswHUyQvLqOSaSi34OWTl8gUKxjNVkS0mVrw05KoGB4e5fD73sf73vc+4Jq/cObKPL3WGPVqldeOvk6fWUWf28v2nbuRSCSkUgmS8TwduZZiLYHDpKEUqbJr1IlWrWAxGGM5muaRLf2M+3qJpArMrkZ436NjXG61yOSLXLxwEb0piMnSw0vHzvK1bx+h197DZ3/lk+TyeQqVJp6Rbew0GikWSzRqJSSdBgP9DgxqOYFIglqtTkcsQSGTIpKpGPV56HH24/QMspIoMzaxHYW4zcxSEItBi0a9NmD8wtTC2nyJ2/hqKo12LQi0GiafjGHTiPD29tHpiHhlZpZ4psRqKEi/3UTPzmGmgzlqEhVGgxza1wIt68mjdZu9uhrm9SMv8dTOQUolF1qNColEQrlcIZ3Ls3vLAPFkGgCZXE61VsPRY8XVY+DS1AJNxLh6DMhlUux2Gzu2jQOQzxfQa5NcuTJJrZSnXq0gV6rosdnRajUEg5m3+PS+fTZ7/pvNJrFEknBghSvTC+zd/7jQ3k5AQOAHmnV773PZGB91YetZW2/byxWmFvxEo9G7DtonE3GsOjk7D+3tximWrp4lHovhHRgglUrR29uL07lWedNsNnnppZf4zlf/DwM2NSP9TkRaNfK+AbLlJmfffBO90czw41tRq1VYDNoN84M0ajWnrk5RLBbIhVpk06PdCiqpVMrje3eTzeaZD6e5fEN709dffZlEKk1/nw2RSYpBLSMcCjA9t4zF2oPD6UZUyxFNJJmaXcRp0fKHf/KXpDM5Rnp1SBRKxFopyXQGj8NELJXDpFVjNmjJlxto1SraogZXFsP0mrUs+oMUi0XcTisGnZbZlQjhbAV9os5YKkuj2enGdfYeeJYem42XX3qBr7x6Hn8sh03VQSqVEkvk0BkMdMQyCuUytWYHtbGHU5dmcPUYGfINkMsX8EdTaM128okw7h49+yYGaIkV+FN1jp27ymosy1K0wMToALu3DrNvxxbU6rWEkc+7zFe/8wqnLkp59vnD156V5WVKlRp7R9fW5ustd8vZBCMOLblGFau8ztLVs2gtffi2PkI4FCDoT1EVa1Cb7GwZG98gOgFI53Is+wNI2rVu3Kgc17EwM4lUKuHxvbsfSBLn+rjJejWVvcd607mFecwCAneP4F0LCDxE3onKkk6nQyKRYHV1FZFESrlSZWU1ztige8P77tVY328F6I3DDgGW/MG1tiw2I7/zR3/Dq8fPAPDdI6/x2L49OHqd3XNsloRax6DXYdRX0FvtGxJ0GrWaXFOBsX8rKqWCdLmMwaFnyOvDOzi86T2/mzlEmyV1CoUC5WqdWK2Iq09JKJbmsUd2sRwIEQiGmJ0PEM428Dg6vO+px1haCTDutTHg6qVWq/Pi8Qs0Go13VP17vxOD66wnR6PxAK4e64bkqKl3QJh3JCAgIPAWuJPdu11A6HYJKLNOzYXzZxndMo5EIkEsFvPc4ffz7PPvY2lpiZPHjzE9exG3owdzr50ek55yR4HWakZWTeK9QRiwYR7DC98inwhRa4LFamXc10tidQm1sYdt23cgEUt46dWj6FUyPvjsAf7P6hxtROze0s/jE17OTq0gFndYjaVZTWSxG5Vk8gXcfXb6HDZSmRwXJ6e4uhTj1LlLwJp9/vZLr/LTH/swMoWKartFOpulUWqRiyyybaQfhURMs1ai0oDFcJado/2olXKyDQlbtwxTbCvI5Qs43V4iyTyP7RqjYjKTiMdIxvPUWh0aciOHn/rAbe2kx+vj1e98DbOiyXOP7SCdjKGStNBptWiVUjp6GcMuK163k3Nzq7SlCtqNOkv+EDNLYQau802ut9kTXjMhlx1pp8GVy5dYMpjptfeQKVSQylUMD/m4uhCgXK6gNxhJx1Yx6evIZFKShRJ2i2nt39kSfe7+7vU2W21q1SqZ4DKPjDjR2PRdBXswWULnHL3jc/pOcePz32w2OXbqDMsLs4hrRTTNJqnlywQXrhLespODTx4SEkkCAgI/cKzb+4SoSa5wrW3+9UkbkVR1xzjArdb+9niSl05coFypYLfbiUQimEwmZDIZJ44f4+Vv/T1uvYgffWoXcpmEpZUARr2eXVvtpI68yVJwlVTWTb3e5Mr0PKuJDMlsCWdvLydOn6VcqjDc7yYdWyWwOM/JEycRyRQMDg1jNltApuSDP/QjJBPxDe1N5xcXWZ2+zNj4OFpNH7lkDJO9SSRXIZJeYT6co9aREkummZr38+Vvvki9sTYv8QtfeYmf++gzzCTKNMp5tg+7CKeKFCpVVKUqV1fiVBtNktk82VINlVKOQd2h2ajz2ptXWIpkEKlMPP+Rj/PI3n3EIquEN4nrjI2NsbS0xBf++I+Q12LIdWbqMjmFhhSFRIzZ5kSry2CxDTOyY/+G+JDS5KTXHEbmcVEX15mOVNBoJDRbbZZjRS5Pr6C3u/nw4afRKMRMLfi7whexRES73eG7x84jkiqwWMzIFCrOX77KQH9/t7Xbesvd8aF+rGYDkytJdkyMdeM9Tpeb5w6/H4DRuTnmLp2iWCzfFCO5PL2IStLZ8OzIpCLmJi8SX/WzZOthZHCg+/5QIotv6yMbKpfuh7D1et4tYwEEBN7rCJ61gMBD5n5WltTrdVZWVigU1pIzZouVZHgFo1a14X1vRXFxv/vY3qq37vTsHP/xf/41mdy1BNPP/MRHeeaxPRvOsVkS6vrPp9EZNk3QPf2Bj96TM3I7h0Nt7usOCV13dlweL0qlklQqhcFkJhZawlavY+mzIZPJGBkcwN5jpdaRUuyokYrytDtQq9dQG/W02i2WQlEuzCzTlsU5Yl6bU1FsKe58sffIO9Ua5r3Sdk9AQEDgvcSd7N7tAkKbJaDqjTqXp+eZW1rGH8nQbnfosdnZs2dPtz3NtVk0vmuCg3U1cjiN0eHddOEtlUqRSqUMue0c/OizxBJJ5qYmsVos9NolXTW0VqtncnaJ8eEBRoaHsNltVEsZTl1dwaZXolLKmfbHWAgkaLVbmE0G2jItj+8e5MCerVyaWeaP/uV/JhRLd8+9b/d2fve3/w397r7uvTl6+hLFpowzl2Yw7PbR57CymipSaUvR6Iw8sWcb+XKZ8/NhMoUKWquZpXCavY/uJ5mIc/LCNK4eI0azrds+Z3DrnjvaSJ/Px7dbImrVCulMlnoLAv5VZHI5iGWMD/SSzFfILSWZXAgjkUiwWwyoPCYimdIGUceNNjuVTCJr5OkxqJhZDFAXKdkyvhWpSk8osITO1MPUgh+TXk2x3uHUxWmmlkJIFDrypRpnr8yzZ/d27La1loPlcoVcqUYim2doaJiB/mtthJSxJK+ensSKYYPP8yCrfm58/ucWV7h88RwT/RZ0Sg0imQqz1YY/nODS6aPYHL2Mj4+/49clICAg8G5i3d6rVMoNrdRhrW38ynKUilh7xzjAjWv/TqdDNJkhksyiVytJp5I4HA76+vpQKpXMz8+TjwfQKsTs3jqIx7nW0q1erZBMJum0rQy5bMwE53jlxCV8Dj1GjQzbiAu9usPrr73CldklfukXfobhQR9/+pf/l/jCMiNuC512i/TqIhcvXkbt8DHQbN60hs2m4xx+bBvBRAGbtx9nr4PlFT/L/iCLywHEygJiiZyv/P0/sLAc6H7OfqeNXVtHWAhEqHekxFI5VlN5ookMnVaLYqVGttTA4XAw0NfD+58apljvcGU+RLolR663YRUZeOLwD3P48GGkUinbtm3b9J6ux30e27+fWjZClTZW07XW74uracz2PhRGw03xoSMvvoBc1OLpA3so1jos+0NEo3nEgEmn5tG9O2lJjdisFtyu3rVWdfEYiViWWDxBn7OXhkSNRK5iORihUGlSaMrweq+1dkvEY1gMWtRqFTn/KiqVGgCtVo2cenfcgEqjxenyoLX0bRojyVXaHNw5vCG+4HA4yGY8hOMXOHrsFHKZbENMJR6NUEyt3ldh6433XohPCAi8fYS/FAGB7xNSqRTBYJBWq9XdNj4+zopKxfmpeVyJxNtSXLwdBfRm3JicEYvF/Nv/+AecOnf52nF1Wn755z7OM08+Tr3RoFjNdV+7mwqh+5Ggu5XD4dv6CPFohKWrZ7vOTjyZ5s03XqbcEKHRqGnUaqQzRdqNeRTSDoW8YcP9H25LaRbiHDs/SzmfolzMkc7kWQxEsBp1jPg8WNUdTl+apCLv2bSH8NvhnRxwKcw7EhAQELi/3I3duxU3BuCzhSKnzlygVMjRadToMWmxacSU06u8+N0EFrOJerXSTRTse3Q/gYDznhbe19sYjVq1oaVrpVLh+MnTaMwOGiIl46PDSMQSRrdsJR9ZQK9TsbSySjSZJldpYjSZsOnlWKw2jBYrHmcP//nPvs7v/K+/o9VqAyCTSfnZHz3ML/3jn+4mkGDNpvU7LMQqElQWF1f9SdoyDcmqGIPRiE6n5aUz05RLeaL5JmKDG1k1ib5nTZlbKZcIxbPMLAUx6PX0e32M7NiPx+Pp+gbFfI5svoBIJMao16DRGboJloF+D1Zli5VYjmQ8SjKZRKuS0RGLqaFiKZJFIivTpsPuUQ/DDj1zSy3MPQ7275noijputNn9Hg9zU5PsdHlQafTkm1L6nH3kC0VmlmMceupJnHYriXiMhlRLXtQkVpUzsGWMcCzGfDTB9kaLVDpLqVwhlSvSEsmotGVkig0uTS90A1vBWIZGs01keZo9gz3vSIDnTtz4/J89fxGLWsyOkX5S2Txmex8WiwV7j4Vw/Dhn3jwlJJEEBAR+4Fi391u3DG+wuwadhqnZJeaiRR554vAd4wDXr/2rtTorqzFKldraOVRKspkycrmcK5cuUCkVmZ2bZdhpRiaTIZNcmx9oNBrJZ7OkUmlkEjEiESgVUnQqGVKxGFuPFblcgULcRKeUcvbiFU6dOU8+GWPX+DA9Ji3RWAxESj78wQMshJKcP3uabQNWisU8y0vz1KsV/P4Vtg17cPboCUciPPfUE91ql2V/kD/84lf4X//zf1Ct1rrX9is//zH+/b/6JI16g7/6xhGWElUazRbfOHEOlbiDw6Rmz7iX3h4TJy4v0qpXUKtVSFUyPv7j+7pt+NZnOd2tHdTqDbhMcnRaDYFgaMPc5UKxRLaluqnl/OXLl+jUS7h6rditZuxWM1KJGI/dSL1S4uSVJaZDOXL5Al6xiz5nH33OPlbDq4jbDWxGHe5BJc99b/5ULl/gb795hKm5FUZ9Axj0OurVChqbnly+SCiWY2R84lqLu0wMZbvERL+l29ZQbd7Y4m7dN2yKLmAxGTd8ZolYwpaxcQrlOq+dmWLy+vc3myxdPfuOzzwU4hMCAm8fIYkkIPAep9ls4vf7yWaz3W0ymQyv14ter8flct0XxcXbUUBvxvXJmW9+42v8p//0e8QTie7r+3aO8+//5S/g8zjJFUo3JVIeZEnyZg7H3NwcxdQqB/dMoNdpiSQyiOVl1DJYDSyjcPSya+sIrWYP568u8MaFeQb6PWh0hu79f+2VIxitKnRaDadOn+Mbr5/HqJbyoSd3Y7foaCDH7nCSyRbwZ1v3fWj0/U4MCggICAi8c7wdu7cegPdk85SqdWYXlykVcpj0WorlOnsntrBtbJCv/8O3eeONU9jtNoYHfbS1OqbTkW6iYN0GrQc3XnvlyC2rUq63MeuzDJb8wbWASSRPNN/gY09/FJnWQqlcBmDL2DinMzHUahXPPrGPyXk/F+dWmV1codEy8MRTEywsB/mpX/8DLs4sdz+f22nn1//ZL/DoFjfNeo0bMeh1BDMpnnn+/Vx6/Vvs3bkVm9VELJ4kEotz8eosL18I4Brahs45iqt/gGjkmlBk5LFt3XutVGvweDycfvMU+XgAh1lHKhuhlgijUSlQqvowyRTdBItcoSIaXcBt1eDdNoJSsY2ZpSBLiSrRbAWNRoxI0mTQocNllJBMp2mL5dh6HBtEHdffz1a7hUImIZ7N83+++gIGrYKmWEVbomA1nkXt8BFNFVDI5OiMVhKZAourSTQmB8OjW3jymee5dPECr12exeaPr7UiUqgIJfOMT+xgx8Q44UikG9gyWuyMecs0JeoNMyLvd4Dndtz4/M/MzvLoSA+pbB6F1oDJZALWWja5HRZOzK28o9cjICAg8G6km3D3VDbY3blQiKVQlt0Hnr2rxL9KoyWbyxNPZVmNpWg2myTSGTLpDLFYhOVwkk41x/axQQb7LeRCLXLJCJVag5Vwkt2VKhqVEq1Wi0qrZTkYZX41Tb3eZKCvh45URr4NqhrIECOSyPA5TTRLGfp6TDg1Vlr1CuW6il3bt7OaLjE2Okq90ebKq2/Sq27Syq9VzmhsejJRCdFQAJlaR7km736OeCLFL/7qZ3n12JvX7pHTzv/+/L/m6cd2rX1WpYL+3h4q8g4mqwNpJcEv/8RzVGtVysUiVoOaYDRFqZjnwtVF9j7+BA6Ho3u89XXz7WYNA93XlhfnSUaCPH/oMZ46+Fj3u8jlC8wHovi2jm5oOS/TaIkYVASDKeZXQlhMBsx6Nf12A1KJhOVUknqzjdPdv2EmNKxVF8klYoLpEiPjQxuuec/EMMcuLnTtajJbIBEN05Eo0VvtazOlv9fizm4xoTH34vWsVSmv23+p+1qLu3UCK0ubxo0kYgkqlZq9+x/fsM+RF194x4StAgIC9xchiSQg8B5ncXGRYrHY/b/ZbMbj8XRb0dwPxUWz2aTVEfGdV44xOze3dg63C1+/m1K5skEBfTvn6UZnVSqVEo1G+Ve//q/pdDoAKBUKfv4nPsTv/NrPYzSsORLlcuWmRMrDLkm+XhG84A+TK5bJ5XKIWnXGB5woNDp2TazNDhj2eTl2bpKRbbs2fA/rTv7QQD8/+eMfJZPLYZXX0KrkrEZTKLRGUgt+bH0eDL3irgN1L/f4dtzvxKCAgICAwDvH27F76wH4F4+fQymTks2m6DRqVKoN3G4nE6M+vvXdI6RWlzm8dwi5So+zz0IolkMik5KJLLO05OzaoLuZp3ejjZFKpYwMDjAyOPA91a68axPXK0ycfU6Gx3YQ9i8Sm49waS6CTGvFYGuh1MlQabT848/+F6q1OgASiZgPH3qEn/5/fhyD0UwsGaXPO3jT51+3aQefPMT83DR/9c2jjA84sFvNxFJ5MhURB9/3UX7xk7+EUqlkbm6Ocnr1lqrYo0dr1LIRhlxW5ubnSYWWeHzXKGazmXAqj91iZLDfw7Fzk8TyDVJLK+zfeoheu5XVZB6D1cHYSJMLkzP0eR0Usyk0Cim1thSVXoukkcfm6AWuBafW7+f1g68PbveRzFh5/dQFlqPLZNBz+P0f4rDPRyAQYGVxniMnT9CoFBgfHmB8dJhSuUxg9iJ9fS72PLKXcChApVRErNHiGICRfgvjo0OMj14LNl28eJ68TIreaN5wXx9kgOfG5z+eq1CqdzDb+zCZTIjF15TvzWa761cKCAgI/CCxmeCkx7rWSv3A6CMbEki3W1N6vD4unX6dYq2NQi5j0R+gXirQ36MhF6syYJbRb5SgELdxu3rZOjaKqJqn3mgwF1zl9JV5vE4rapWSVKGCP1HBn2khVemQqAxs274Nh8OBRCxhNbyKUTuF2dZLri7GYtLSb3OilMs5dnGemXoDS+9adfCagCZPIrrKgecPoFavte2fGB9lZWmBcDhMR7uW4Gk0Gux//8dYCax278/BvTv4y9//LO4+e3dbLl8kXaii1VpJxSMMD7hI58uY9Cpa7Q7zoRSxbAW1QgoSOVvGxpGIJdftX0ChVN3SNwqHgrQ7UE6vtWvz7h3n0qUGr7zyKpevTvPE/n2UyuWuKAjotutrtWF5NYZvwAutBrF4nHIhx94ta8mccrmCP5yg3JLw6BOPk0zEN3z3V6dnaTeb9A+NdmcfrWMxGfH2exjZvovAyhLhAiQjWZ4/9Bg7tm5BKpXeNgnl6jGyvDhPs9nk9KkThIN+RCIRErkSrUKEy+nAYjZtuE+bVc4LwlYBgfcOQhJJQOA9jsvlYmZmBqlUisfj6Sox7xfrwaJaNsJIvwNJq0ItG+XN4ArH31RisfVi6h3A5/OtDTl+/SjLMxdRS1rIpWJS8fZthxwfPHiQp556ildffZUnnniCp548wIhVSiabo16vd1us3JhIgYdbkny9s2M16ckVyxQLBTw2PRaDmqvXOTu3CrLc6ORrVUo0KgVXluNI5Sq8PWacjl4cDgfBUITw9xROdxO8uxveTmskAQEBAYEHz1u1e+sB+LkeGxfPn8MfyeC26dm7ZweDXg9L/iCJsJ9n9m7BoNfhj+fZMTaEt6/IsfOzIFV1bdjdztO7Wxtzky3Um5BoLfhXcyhtg9h7+5DqeliYusg/HDnJoX3b+e4bZ3H3WvnUT34Ik9nCI7t3kczkeeXCRXxj27vnajabXLo6w0tHT2L9XgDq0FPPEgyOMHXlAueXl1DrDex48kMcOnQIpVIJ3Lnd64snzzBoU1NM1iikYkz47NgMCgr5FK1KlXg0Qt/uPlw9RqYWLmO1Ozg/7ceVzqJUKglFU5SqTaRyFal0DoNWB1IVSBRE0wW0JltX5byeAFu/n/L5he7ga7VahS1fJF2o8/wHBoimC0ilUpRKZfcZqRdTt/yublQQz31vUHbuhu8snUqRLlR5dNu1OUnX35MHFeC5/vkPhUIUY3NIZYoNCaRcvshCMIrTLaiWBQQEfvC4W8HJndaU+x7dTyQ8yMriDPVqhVY5yyNbXDTbHZQaPft3uRkdcHVnHPbY7ISXs2wZcJKvtvCnaiTzq9Bp4Y8kEWvtfPDHPkq9VsWmanVbwcFatUx/n4NgIIhEpUMhV1CuVLFbTNiMGs7NhfjIjkeANZsokcooVWo0mtfa+NttVgLhCJfmLmB1ilkJhMjlC3z4/Yf5b3/8Z1itVn75l/4J3h4Nl+dDpPMFDDoN6WyBy7MrzKxE0Vva+JcX+OEntuFwuklnMtTaUux9Hp432bkyNU271bwpgRRKZJHp7eTjAR7bNUalXCIRj1GvVtDLO5w+/gpqrZaf/OH3dW2r19PH3PwCL7x6gpfPTDE0PLKhW8m6D9JstZBLJegNBvo9HnLJMN966SjtehWpVEwwmiJVFbFj36Gufbz+u4+WJQw7e3h87+6bYgS5fAGt/tr8pWbzOU4cP0Y0HkA6M3/HJJRGrebc629w8cxxjLImjw46kErFBCJJri5H+ZO/zvH8E49iMRlvWzkvCFsFBN47CEkkAYH3GJ1OB5FI1P2/RqNhYGAAnU6HTCa77+dbDxY9uXc7Wq26O6RRlUpxaT5E36izm7iYmpri0umjbPOY6Xc60KhVlL6njlkfcjw2Nrbh+sViMV/84hf5yle+wq/8yq/wza/+HTZ1h3xTRDKeR65U4RwY3ZBIeTdwvbNj1Gvp7TFTTofx2E1EkpnuIMp1NguydIN6c3OcPnWC01cW6NFJ2b5tK1u2TTA84N1Q3q7SaO86eHc3PMiWgAICAgIC7wy3UxJLJJKuzZVKpYyPj+NyuTj+holeTZvRobXf+UAwhMOowWYxkckXUcgVABj0Wlx2A1P+FGLtWtXz3c7Tu1sbc1PAK5hBZXDx/h99nFgkTC4ewKQwIyo5WVlZRqtRMTbk5an92xHL1bj6faRyBVYTa23cFkJJ6o02GrWaN06dJhmLMuLzsmPHOLlCgbNvvEiu0mZocAit3rBpJe+dVLHR1QAjln7Gh8aJxuK4HD04eqyY9HXS2QXisWj3vdVinieePUy70yYQDFFJZRBJFezc7uXxvbs5emEWuUrN2bkZZDoTvu/5PBKxZEPCbf1+vvDqi4w4tFjNBnL+VUKxHHqrfU01PDO/QbByr7MPb/WdXZoPYdRrbwogwcML8Ozb/zjf/PISR05eYshj785vWgjEyDak/ND+xx/4NQkICAi8G7gbwclma8pOp4O3UOTYuUkCAScHDj6B2WLlO9/6Ok6NFJHKgNNmJ5KtYzJoUatVWAxaEvEY27bvIJtJE56dRioR0z84yuLSCtFkCr19lMPv/1A3wXGjwKRerWDQaImXmpgkLWr1BivJNLTbFMtlRDIFDoejaxNdbjdGtWjDvKdcoUQi18DqGqJYF3dn7nz6134Du9vHJz/5SXK5HNPnj9PbYySZyeCPx1kJhRG16mwdcDAyPsEL+Rh+/zL9LhsT46Pd7i7NZpOT56dYjie4NDl9k09TKZfoteqJrAYpZxPdNnulcgVxJYE/HkWj/mj3/kvEkm57vmRdvkHQsaEdsERCf5+daq3OrjEfWrWCrx85wZuLGUQiEU73AM8f3t/t1AJs+O5HvycOKZUrdxSNbpaAvF0Samp2nkI6yu4t/Tz32A4M+jVfoFyu0HtxmotLSSb9KSz51m0r5wVhq4DAewchiSQg8B6h3W4TDocplUqMjIxsSMSYzebb7Pn2uDEAsT6kEcBinyZZ73QdgTNvnsKi7LBvx5ZuaTnQHXL8ja99jV/8xV/kd3/3dzl06FD3dY/Hw7/4F/8CAI3OgEpe39Bzf513gxIllUpRKBRucnacNjPxsJZoPEUoUWBkfGLDfre79mQijlUn52MfeopyJobdomFxZppEMs3je3dvaBl4rwGh2/GwWwI+TO5XS0ABAQGBh8mtlMSzF0+yuDCPs8/F1q1bNyiPo9Eo8XicM3OX8AeCbBkdplQsYjLqyWTzJPMV+tz93XMYdBoy2UXsg2s2bLMES6vdIhqNshryc246CKwFBfY9up9AwHlHG7NZwOvUqVN89rP/mt0To7z/4B6ef3wH7N/Kij/IsfPTVGVmLL5dNJR6Mg0lY7sP8D6Ph0AgQGBliVNXpyjni3z4g4cZGV5rwTIzPUW/UcJ8LoZOYscir29ayXsnVWy13kQqFqFWq1CpVOQKJQAUCjkSsYhycW3GUzSRRq7RUSyV2LltvDvke51Lk9MMDY/w1DPPdb/HZDpPo9m5KeG2brOnJi+Ta1SZXLk2iNvX70Yqld4kWLnXFjG38gu27j1ENRO+qyDUg2JkZIS9B55lfvIcZ6ZXkYqh2YaOVMneA88K8xMEBAQEbsONa8psvkQwmmDI07thTblt2zZWFmaZ6Ld05+FMzy117Z5GrSIZzyMRS9gyNk44nqaegTJqfNv28dQN66vNxAorq3Gy6SSj4zvwup2kknEyiRz55Ri1ehOt3szk1FzXJg5pLVjkdXRazdqcxVQSiUTGV4+cpFQu808/9SsbkjK/+Zu/CYDFYiEaCRONB3D1WBFLpKgiIYZ9Hmx9HraMjdNoNDh38iirwSAmgwG7zUosnmRmfpFgNI6yx8el5SRGfWXDrOPvfPNr1GnSque6lcLrbPE6iJ6bY8kfvMkPuN4WV6tVgsEgcqVqgw+i16rRa9cEqhqNlsMf+PBNc4huxb2KRm/0x26XhJqaX8ak16wJOfTX4hxqtYqBPhupYgOLy3XHaxWErQIC7x2ESJmAwHuAcrnMysoKlUoFgFgstmGY4zvJvQQgwsEVHh+xbHCaAJRKBWcuTfFHf/UNGo0mP/dzP8elS5fQ6/U3HfPdqkRpNpv4/X6y2Syw1kZQb/NscHYSmQLnL1zCYnMgW/EzOzeHSqXGZDKxmsgytvvATce9XgWm1aq7cw7cPTouz8+SzeaRKDVdB2r26uX72jP4YbYEfFjcz5aAAgICAg+TzZTE9UaTjmSFi9OLdBCh0+m6LWfXf/smvGYcqjES0VVee8VPOFVg1GkgkUjQ39+P3WbtniMWT1OoNPF41xbxNyZYrp/R06kWGHRZsd6QnLlXG/PNb36Tn/3ZnyWTyXDh4hV+/ocPsWvrMAC7to0xOODllYvLHHzy0E3HXg82XLxwDodBSa1SIhqN0m61KWcT7NuxBZNRR7LcZMfE2KaVvHfyRewOJ+lClVy+iNvpYH5+Hm9fCalUQqFSR6HUMbPoZ8YfwenqZzYQY6DffUu/5m5FHVKplKHhEax3KbZ5Ky1iNvML1p+dd1OARyqV8uShQ7jcbkEQIiAgIHCPrK/xW60WoViKZCYPwMpqDL1OSzCQ7r73RlvicbuYm5rE21ekVK4gV66t/YvFMnXkfORHfvyWdn8ze1eVW0ENE2OjWMwm+j0eduzc1W33pjap1uYofs8mrlczDQ30MzI4wLlLk/zsp36dqdkFAN7/kY9tOOf14sFSIUe22CRZiBNcWWakz8rIxM5uBfC+R3ax7F/hzStTLIQS9FjNJOMxkrkSA75BDh58nESmhN5qv0l8Eli+zCOjfTfFQtpIMOnWEl43JpFy+QJKtYZ4PE4oFKLT6aBQaQglAnjzBTRqFfPLK1y5MkkwGGDBH8W7ZQdOl2dD9dGteLui0dsleGQqHUZFG4NOc9N+GrUKuVRMpVTc5Kj39xoFBAQeHMJfo4DAu5hOp0M0GiUSiXQHBItEog1VSO809xKA6HQ6NJvtDe8JhuP8wm98jpePn+tuk8lkRCKRTZNIt3JUArE0xaaU5cV5Zq9efqCBgmw2i9/vp9lsdrfVarWbnB2pyk5ZoqcTi9KrFdNrXRvy/cqFi6gdPt7n8dx07BtVYFvGxrstA8VSKfPhNB/5kWe7n1PoGfz2uZ8tAQUEBAQeJjfakHS2QCCSoNUGk1ZNOpVEKpXS6XRu+u1rbd1CNBplaXmZ+RffYGY1x97tW2ghIRCKoFGriMZTvHF+Bs/Y3m6i4MYESzQapZxN0Ge3EkuX2LV1DL1GRT6X4uTL/8DS4gKPH3zyrux1Pp/nV3/1V/mzP/uz7ja5TMLCSpAd40PdtjIOmwWbIXJT9e31iTJlu8So24Ne2iS8PEskmWXc50StVmHQaQimksDmlbx3UsXu3WckujTJsfOzOKxayg342xdPolXKaYikNKQy4pdmUGhMaLRa5mbD/MGf/Dm9VguDPu/afUsXbmrrdzeijnsR29wvYc67NcDzgyiEERAQELgdd9ttQaXREkukKVab1BrX1rgyqZRMLrNhTXmjLfH1u4nGExw5eYlatcLg6FYuTU7ftbDgxt/uddt96tLMTTb3kScO3yTwW7fRR09f4rsvHuFP/uJvabbW5iPJZTJarWuzkm4UDw4O2LrHjikU7N61e8N8JoVcwcd/7Ef4+re0fP3Fo+gUMcZGfDz9/CH2PbILhVxB7hbik3PHjrBruHfDZ83li2QrLfQGPel0+obXCvhjafS2foLBYHe72Wym025x9PQlErEw2VgQowKsSgnmcQ+1Vo5vfvkv2XvgWZ48dPPM6Tvd73vhdvZfrrWwMnWuW5V2PaVyhXqzje4uYxOCPRcQeG8gJJEeEq1Wi+985zt89atf5dy5c/j9forFIjqdjqGhIZ5//nk++clP4vV6H/alCjwkarUay8vLlErXjLJKpWJgYACVSnWbPe8v9xKAcLr7WQjOsTtfRK/T8NdfP8I/++3/ssGx+NSnPsXnPvc5NJqbFSuwuaOiUKooNCRopQ3sqhYG+4OpHGm1WoRCIZLJ5Ibr83g8mEwmYGPP4bm5ORqlFEMuK7VKiXq1Qp93EN/YdhZCSQKBwE2O0Y2VXhKxpNsy0Gi2MelPbdjn3Vqp9V7ifrYEFBAQEHiYrNuQZrNFIJIgk7+m+NRp1bQqHTzfEzDc+Nt3vb1Ra40cu7hAR2kg32ySCqXJZDLEc1Vc4/v40R/72C1b0ayG/HSqBWLpEjpzD/VykXA8QJ9ByyMjThZj4buy16+//jo/+7M/y8rKSnfb2KCb3/ln/4g+u56Z+UW2DA8ikUgolSuYTKabFK7ribL9O7aQiIS4MDWPw2pELBazuLiMz7nW/jdXKG2YXXhjJe+dkiZLS0s0iil6e4xkMhnkOjPytpxMtU4qW8Laq8Pp9JLP5ajnEzz9yCiNmpdAIMDZC5dRGOwc/sCH7kpFfCP30vblfraIEQI8AgICAu9u7rbbQrvdRq3VMz25wJBHjEqlRCIW4XJYkUnEzC75Gdkx3j3uZrZEo1aTrkmptPXoyiI0Evk9CwuuT3gV8zmyhTqp4s2t4m48nlQqxWLt4Z/981/h8uXL3e1bt27lr//6r9m+fXt32+3Eg3OzM0zNzjPk699wfIVcwejwILvTZZ57dNtNlb+3Ep8oDHaOnLjE1GKAYrFENlcgX27g9vowW9UsheIb5ikthBK0pBp6r4uL2Gw2+vr6aLfbvPzyywTPncNjVLB1ZABXnxO7zUqxVOHIyUvMT57D5Xa/43b5dvZ/ee4qC4EY3j7HhplI/nCCckvCLq/Qik5A4PsJIYn0EIjH4zzxxBPMzc3d9Fomk+HMmTOcOXOG3/u93+N3fud3+Ff/6l89hKsUeJgkEglCoRDt9rWqHofDQW9vL2Kx+IFey70EINaHHP/9Syf4m699lyPXVR/p9Tp+7/f+M5/85CfveM4bHZW5uTnqxVMc3LPjgVWOFAoFVlZWqNfr3W0Gg4H+/n5kMtmm+wRWlvDYzYyNjt70Wr3R3jQ5ca+VRULP4LfPvc6IEBAQEHi3otJoicRT5CsNGs1ryluzQYuoVaOjVHa33e63z2Iy4u33sGX7LgIrS7RLRRy2YfZtol6WSqXse3Q/R4/WOPLmWaYunWe438GBx/bj6nWQDC915wGIJBJKnSQH90zc0l5Xq1V+8zd/k9///d/vVl1rNWp++1/+v6hEdfrsVsYHXUwthojFkxgNelK5IjKFCvENNjKwsoTDrOPq7Dydegm1tI3PYaDRaDJTr3L0xFkcNjuhWG7D7MLN7O3tgibrtnh9roLH7WYpGCGaztPjGcU3OEShUKBZTPDUY7u7vsv+vXu6CmapVPqWBDD3UhX0bq0gEhAQEBC4/9xNtwWXy8Xy8vJahwudmYXAKg6zAZ/bwepqeNM15a1sydMf+Ohd25IbK6QUShWJVBqttEm/w8Kgz0Yur1o7/w2t4q6n3W7z3//7f+c3fuM3uq3+JRIJn/3sZ/nN3/xN5HL5hvffTjw4Merj3JU5Dh3YXJyp1epu2u/6/W8Unzzz/Pv40p/+D/L5An02Pf1OK8VyneXleRYjaYbGdnJxKY5eW6KFCI25F6vVikQiQSaT4fV6u51axGIxElGH8SEPj4z2MdDvuu7cWoY8ds5Mrz5U8aPP5yM0sYczx1/m/377KENuB1KpmGA0RaoqYse+QxueI2EmsYDAex/hL/UhkE6nuwkkr9fLwYMH6evr67YaOXLkCNlslnq9zq//+q8jFov5zGc+85CvWuBB0Ol0WFhYIJ/Pd7cpFAq8Xi9a7cNpU3YvAYiRkRHkWiu/9v/9bfKFa+rgvXt28v/5zd/mQx/+8Fu6hgdZOdLpdFhdXSUWi3W3icVi3G43Vuu1GRGbOUEL83P07x3f7LC3TE7ca2WREBB6+wgtAQUEBL5fUGv1zE4uMOSRoFIpkUrEeHptiEUdpuaXNyiJ7/Tbp9Ub7qrSpNlscvrNUzTyMZ57dBu9ehkGWRNlp8yVy+e7LePgWsXPrez1wsICH/3oR7l69Wp3267t4/zdF/6Qfk8fL7x4hHPTVzFoFSgkMDk1i7nHRkuqplptseUGhWulVEREmXI2yUeefZRINEYpn8Vq1LBnfIBvHT3HX//Da+zcvQdfv7v72e+1kvd6WzwzNUlqcQWZXIHd5aOnp4e+vj6uXrmE12HZ1Hfpteo5efzYWw6k3EtVkFBBJCAgIPCDwZ3WzDPTVykWi3Q6HSQSCYNDw7TbbfLZNHPh3G3XlG/HlmxWITW/uMjq9GUmtm1j65bh7vluJxLNZrP8+I//OEeOHOluGx4e5ktf+hKPPvropue+nYDGNzDA5YUIR09fgkaVYrFAJptdmwM5sg1Pv/ee1oxSqRSX08Y2jxm3w0wklkDaTrOt34JcJsHnNoNUTLMjxjsw0G3Ra7FYcLvd3f9ff+1yqRiN+uYuNAadBqmYu5o59E6xPpvQ0dvL6VMneHPRj0gkwuke4PnD+zdUWwsziQUEvj8Q/kofEvv27eN3f/d3eeaZZ256rVwu86lPfYovfvGLAPzWb/0WP/VTP4XD4XjAVynwoBGJRCiVym4SaT0QcaND8aC5W6dRKpXy/OHD/JvPfhYAnVbLr/zzf8Ynfvbn3laC40FWjohEog3VR1qtFq/Xi0Kh6G67lRN0ORPljVNFvJ6+DZ+12Wxy+eoM8+E0fPXLG4JF11cW9Vr11KtVAoEAK6txFAY7vq1Nms3mTcpiISD01hFaAgoICHy/4PP5CPhXWAis4rQY8Ll7CQSDmyqJ38pv32aCiVZHRDUT5tC+tepglUrJ3NQkfXYri4uLNBs93ztucUPFz2b2uqenp+vzyOVyfuoffZzPfvpn8HnXWvA998xTfKvR5LVLK6gkHQp1GDH0Uq22MDq8N1XfqjRaFq9MsXesD7PRgEGnJRZPkkimKNQ7KHVGgokCB9RqQuHo26rkXbfFOp2OcDgMrAl/BgYG0Gg0nHvzBIaem32XVrtFMhbFPzfNjgHrey6QIiiJBQQEBN6d3GnN3IzHuhW/D7JN/mYVUtl0nMOPbSOYKLDkDzIyONC9zluJRHU63YZ1+qc//Wk+97nPoVaruRUKpYr5xUWy6Tj1agW5UkWPzY7D4aBYLLF12w4yuTxR/zw2g5IBdy8yhYpqu0U2l6dRbOD13NlvajabnHnzFDaDmmqzzbFzV5G0quyaGMXhcOCMpklXxYyOjPDyqYskkzr6+vo2tMm/EZVGSyreplSu3PRarlCi2eahix+lUinj4+OMj28upF3n3TCTWPBfBATePsJfykPA5/Nx8uTJW7YlU6vVfOELX+Ds2bNMTk5SqVT46le/yi//8i8/4CsVeBj09fVRqVSw2+0YDIaHfTn3zMTEBJ///Od54YUX+NM//VN6e3vvvNMdeNCVIx6Ph1KphM1mw2azIRKJNrx+vROkUatY8gdJJJOoZSLOnDmLwWDgI+97BqlUSrPZ5KXXjjE7M83OndsZ7r85WPT4gYPMzc3x4gvfIp8I4bBaeGTXdgx6HUtXz5JMxN/1QaX3EkJLQAEBge8XHA4Hj+zdRyaTIZdJMbOavaWS+F5/+24lmHjl2CmMei0K+SPMLS6zvOLn6mKA+cUlGtUCog5Umx1CsRx6q31Dxc+N9tpgMPDFL36Rf/kv/yV/8Rd/QTQcolgqd19XyBV85APvY8kf5OixUxTqTcQGF1tusej3eH2cePU7yKVr8w0kEgnOXjtGg55GR8wHPONMBVJkWyoi96mS1+FwkMvlUKvVuFyurn9/K98lGo2SiK6yY2xkw5yFBxlIeasISmIBAQGBdy93WjPrjUZ6e3vpdDo4nc6b1rjvFJtVSNWrFfptFjpiMYFgqJtEgluLRCUSCV/84hf50Ic+xB/8wR/w/PPP3/a8zWaTRCrN6vRlDj+2jX6bhVK5Qnh5lmAwSKLYQmHsRS9v88Gf/NhNiaLXz1ym0JDe0W9at43+uUsc2jHAqM/DxXoJhViFTqfFZDJRqNRZzSRxO+24bSYyxTzj48/fsk0+rPk0wYWr+MMJ7D2Wa1Xe+SILgRgdqRLPe2Tm0MOeSSz4LwIC9wfhr+QhcGOf1s0Qi8V87GMfY3JyEoD5+fl3+rIEHgK5XI5ms4nFck0xJBaL37IBfdDqilqtxh/+4R/y6U9/eoOK6dOf/jSf/vSn75tj+k5WjlSrVRqNBjrdteNKpVK2bt16y0TvuhOkUas4ceY8+WQMl93AwP4JlJ0yx15/jVwuxxP79zE1O8/szDRPPL6XvXv3IhGvVZXdGCySSqUMue0c/OizN33Gd3tQ6b2G0BJQQEDgvUi5XCafz99UmT40NHRX+9/ut8/j8WxacVTLRnhy7/YNdikVCxEIhfnKP3wXg0KMy27gR5/dy9TCCi+9Eeb0VT8/ZXazdXwCX78bqVRKLl8gGM9wfnqFLeMTuFzXevs/88wznD17FrFYjFwu79p7rVa9lnCJx0inUhQrVXY/eoinnnn2lr/TPp8PfY+LC1MLKOVSNGoVpXKFVK6I2thDrS1mYNDMc4ff/xa+gTU/q1AobFANi0QiRkZGbvIZbuW7LC0vU6rU2Ds6vOH9DyqQ8nZ4NyiJBQQEBAQ253q7o1KpiKey9Nkt5AvF7prZ6XQ+8OvarEJKrlyzzwadhmAqueG1ddHJt771LcxmM4899lj3tYGBASYnJ+9qTvTS0hJaaZOJbWsVTx2xGINOQ6vZ4o3TZ3CN70PZbt4yueGxm4lXJHgHh2+7ZlxaWiITWcZmNhKORKkUcswvLWPWqUnmyhRLVaotESrVWsXUgLuXSiC9aQLp+nhOMZ8jXWoSDARYjSXx9FppNtssBKNkG1L2Hnj2PSN+fNgziQX/RUDg/iBEyt7FXG/g78ZICrx3aLVarK6ukkgkEIvFaDQalNcNv34rPGh1xaVLl/jEJz7BlStXiEQi/P7v/373tfutanqnKkfi8Tirq6uIxWLGx8c3OHK3+5tbd4KW/EHyyRgHd49i0K+pq9WKA+hMc/gTRV4+M0WxWGDnzu0bEkhwc7DoYatzftAQWgIKCAi8V+h0OsRiMcLhMJ1OB5VK9ZYrlTf77buV//CdV44x0u9Aq93YJsZssRAO+gksLfDLP/VDXfs35HXhsVv4m+++SSJfoVKpdlvGXZpd4r9/4a84c+Ysx44d47vf/e4GO7v+73V7//qZyzSKaSStClKxiHShilGvpZoJc+L4MfY9up9AILCpaObw+z/Em699h9VcHUWxgVypwjkwikqt4eSF6Q1zou6FXC7HysoKrVYLuVyORqO56fqv51a+y8lzV/F6XN0Kret5EIGUt0NgZQmHWUcskeTM+YtUKmVUKjUetwuHWSf4KgICAgIPkXW7c+TkBeQSMQqFgqUVP4VK/aF2W9isQqrHZie8PEur2eomV2AtgTQXiPDlf3iZv/u7v8Pn83Hx4sUNgs+7jY0FVpbod1jYumWYJX+QQDBEMJVEpVIzumUMpdlErVrBYL9NciOTuuOacXlxnlQ8QrteZSkUYO+oC1+vkWQZqtUWFyanSZfbPPf8moClUChu2knlRn9s0GfDZZJz+nKb2XiWYC4JIhFO9wg/tP/xDTOH3u087JnEQqxFQOD+8N74xfkBJZFIdP89Ojr6EK9E4H5SLBZZWVmhVqsB0G63SSaTG1S5b4UHpa5otVp8/vOf59/+239Lo9EA4I/+6I/4zGc+Q19f39s+/mbc78qRer2O3+/vzmFot9tEIhE8Hs9d7b/uBCWSSVx2QzeABlCp1vANDjI4qiJZl1MpFRnut2xIIK1zfbDoYatzBAQEBATefdRqNZaXlymVSt1t8Xj8vra7vZX/MDs3h6RVIRqN0ue8Zt97bHZyhSJKKRvsX7lcodkR8cyTjxMrS0jW5QT9KU6ePst//x9/1LW5R44c4fXXX+epp5666VrW7f3LL9e4enUKn8uGxmjm0W1rSZdSucLR05f4+6+E0Mvbm4pm9j26n2Riz7WkmF5HMp0nNBt4S0G0VqtFKBQimbymlA6FQnf0zW/lu9i9Wxjst2zquzyIQMrboZjPkcpGUEvaa/6P3UquUGJuapJyS4zC+PZbGAsICAgIvHV6nX0US2XSqSSNYhGlWs2u3fsYGhp6aAmHzSpzHQ4HwWCQN06fYXTLGCuBELl8ge++/iZ/8D//jEgkAqz5KH/+53/Opz/96Xs+7/r6WiqVMjI4sKFl3kogxOT37PLbTW4sLy2iblU5uHuEE2/miZc6yJQ6pPI62UyRfKXRFaverpPKZv6Y1+NiaKCfY+cmGdmx/z2b6HjYM4mFWIuAwP1BSCK9S+l0Onzta18D1hahH/rQhx7uBQm8bTqdDuFwmGg02t0mFotxuVz09PS87eM/CHXF4uIiP/MzP8OJEye627Zv386XvvSldyyBtM6t1NP32r4vnU4TCARotVrdbT09PfeUxFt3gkqZNIP2a/uVv9cyxzkwSqPZ6QaM7sYxfdjqHAEBAQGBdxeJRIJQKES73e5uczgc92XW4PXcyn8wm83Usmvt5K5PIjkcDuotKFfrLPtDN7WMM2sMNIIZdu3Zy6c+9Sn+9m//truv0+nkf//v/71pAmkdqVSKRNThA88c3DAzCNZ8GhpVov75m+YXrItmAgHnfROeFItFlpeXNwzyNhgM9Pf339X+676Lz+frXk+1Uub1k0uolTJGhoe6IpMHFUh5O2TzBWqJMIc/eGhDAtHbV+T/fvsoCrHgqwgICAg8DHK5HH6/n0ajgd1ux263YzabcbvdD71a5VaVuYlia62lnNnEhYUof/vlv+fvvvwVOp0OABqNht/7vd/j6aef5siLL9y03gduGwu4cX3dbDa7FUmz8wtUxRq27XyEQCyN1/PWkxvFYgGXRUm1WmV4eIhqA1LZPNlCjWQmT6vZ4NHH9nD81BmcHu8tBS3fz9UyD3smsRBrERC4PwhJpHchnU6H3/qt3+LMmTMAfOYzn3kovWsF7h+VSoXl5WUqlUp3m0ajYWBgAIVCcX/O8Q6qKzqdDn/8x3/MZz7zma4aWiwW8xu/8Rv89m//9n37DPfCvbbvazabBAIBMplMd5tMJsPr9aLX6+/p3OtO0JUrk2jEddQK+YYAmsPhYHJqruvI3o3q5mGrc95NPOjZXgICAgLvJhqNBisrK93KHQCFQoHX60Wrvf+L3Fv5Dx63izeDK6hSG/2HYrFMR67H2dNLviklGc93W8at278rU9P800/9866SGOAnf/In+W//7b9tmCd0r9e0dv4CNoPyjkGWt9OytN1uEw6HicVi3W1isRi3243Var2nY93or/TvHeeNU0X+4dsvMuibY8eOHRSLpQcWSHk7iERiNCoFMunG6mqZVIJGpaAlEtpvCwgICDxINquWlUgkeDwezGbzQ7yya9yqMnfLrsfx+XxMTk7yiV//19154AAHDx7kC1/4AtFImPnLb9603g+HgrQ7UE6v3jIWcP36+vpZxla9EpdFg9pkp5IJE0zkeP3MZTx281tKbhj0eoq1HKVojh6TFrtejd1iwKjycnVqhulwjlJTRKrU5KnbCFq+n6tlHvZMYiHWIiBwfxCice8C2u02pVIJv9/PyZMn+ZM/+ZNuAumTn/wk/+E//IeHfIUCb5Ub5xjA2rwgp9OJ3W6/r7OD3il1RTgc5hd+4Rd44YUXutsGBwf58z//cw4cOPCWjnkv3Cqh0Gw277p93/XKrHXejjJr3QmqVGtcPXMUlS6K2WLpBtCKxXLXGblb1c3DVue8W3jQs70EBAQE3k1sVi1rtVpxuVxIJDe3Rb0f3Mp/8PW7Of6mkkvzISz2abRaDUvLy0zOLhHJlGh3OihUGrZt39GtplmNxPg3//6/8MKRV7vHMZvN/NEf/RE/8RM/8bavCSCTzTLg3rwa634EWcrlMisrKxuEP1qtFq/X+5ZEM5u3p+nj0tUZXjp6knRdxsDg8AMLpNyJ2wk5jHoNSlUfUwt+LAbthiq0HkcfVZnmzicQEBAQELgv3NgmH0Cv1+P1ejfM+n03cKuuIp///Of57d/+7e46XS6X8zu/8zv82q/9GouLi7dc73/1hVepN1p8/Ieeu2Us4Pr1dataIpeMsH3YTb3VZmh0jC1j4xSLZY6evoTC2Euy3rnn5Ea9XkdvNJOPl2jXS0hoo1ZI6dGIadYqyDQ6du8ZxtZjQ+eW31bc8v1eLfMwZxILsRYBgfuDEIl7iPziL/4iX/jCF27aLpFIePbZZ/n1X/91Dh8+fE/HrNVqG5yI61WsAg+edrtNIpHoJpBUKhVerxe1Wn2HPe+dd0pd8Zd/+ZcbEki/9Eu/xOc///l3RA19I7dLKCwEYhzcOXRHJXKr1WJ5ebkbkJNIJPT399+VEvp2SKVSnn32WVRKBfl4AJFURaPZYXJqboMzcreqm4etznm3cD9newkVTQICt0fwGd59JJPJrr2SyWT09/ff1/lHm3Er/6FUrmCx9dI36iReaXLk5AkalQLjwwN84BkfJ8+eu6ma5mvfPbohgfSBD3yAP/3TP73nivrb+TSFShOZQrXpfvcjyOL3+7sJpPsh/NmsPY1UKmXPjgmkkrXZUc8dfv/buub7xZ2EHEq1FqtSgd1iJBGPbahCk6SyZBrKh/0RBAQE3iEEn+HdRzqd7n4n97NN/oNieXmZf/fv/l03gbRjxw6+9KUvsW3bNuD27d3UkhaNSvWOsYD19fU3vvp3ONT/f/buO7ypsv0D+DdNuvfeaVqgpWXKEhGRJQq4caGCoMhwvS9TwIUiQ0GcuBGQ1wUqQxCVjaACLVAoXdA23Xsk3VnP74/+cmzoStokJ6e9P9fVi/CcdSdNc+48UwLm5IGQgEAEBQVBbCeGp4c7IoJ8UaZinboXFxQUwN3TG7XKCri5uaKhpgQOUAFiD0gcXKGxa0SAj69R9TG2MlqmO36HproWQsyD/lJskKenJ9zd3ZGfn4+GhgY4ORn/hWzdunV4/fXXLRgdMYVYLIZMJkN6ejoCAwMREhICOzvLTPXRvHdFkE9Tz4qMTDmKysrh4R+GqH4aaDQak2+QixYtws8//4ycnBxs2bIFkydPtkj8rWmvQeHK5UtQKANbPa55T2T9cP6srCyz98wypYHImF43fPbOsRXmmguaRjQR0jHKGWyPTCbDlStX4OnpCalUapXPqfZ6Z3oHR3L3OVVNucH9uHeU1GA0TYQsCjeNnYRJCZdw8s8/MX/eXMxf8CwCAgLMGpM0egBq1SokJCahsrIS9fV1cHZ2gbe3N/JLqxA7pGujpCMiIpCamgonJydERkbC2bn1BitjCWl6mo46cth7BKKwrBy9IqQG62QplNW4mJaD6EFxFoutO1ZqESIklDPYnrCwMCiVSkgkErNOk2+srn4u9+nTB+vWrcOSJUtanSa/vfung8QOkjaqVZrfW/Xfr2OiY9A/whcyact1kLtyLw4LC0NlZSVqaqphp6qGA7yRU1oLSXkdKqoboBE7gf1/PtXRaBdbGC3Tnb9DU10LIV0nYvohEsTq9u3bh/Pnz4MxhpqaGhQXF+Py5cu4dOkSt49UKsV3332HUaNGGXXO1noIhYeHQ6FQmLzuCzGdWq0GYwwODg4G5Y2NjVZJ6jQaDdLT0/HHwQNoVBRDFhoAqVQKBycnFJYp4REg7fDGn5WVhcjISIOy7OxsuLm5wde39STOUg7/8Rv8HFQtFtYGgJ0/7YaipgFPPzGdK9NoNLgmz8HJU/+gok6L4SNHcYlsXV2dRf8GqHLDPH7Z/WObCb48Jw9J2eW4674HOjxPeno60hP/aVERpvj/irDoQSMpgSQ9HuUM/NLpdFCpVC06C1krZ2iuo3tYW/fjrOzcpsWxGyRwcnGFsiQHXi4O0Gg08PL04Co+OlPp0FZMISEh2Lb1S9QVZSIuMgiBfj4oLqtAclYRXIKiMOfp+e12wLr+vI7OLpBF9Ta4X1dXV8PV1dUsHX/ay2USk1JsaiRSR7GW1Iu533NrFVyWqlxqUallpesSQv5FOQO/GGOor69vMaOJSqWCvb29WafJN0ZnPpcLCgrg4+NjcI/W6XS4dOkSBg8e3OIaptYF6LV2bzXXvbi1Trm1tbUQi8XIycmBPOMqsuWZUCiVcHNzR2RUL0T26mN0nQDfdQr0HZoQ0h7Kttshk8mQnZ3d6eOnTp2K/fv3t7n97rvvxt13392iXC6XY/Xq1fjqq6+Qk5ODiRMn4s8//8TQoUM7vKajo6PVKx5Ik8rKSmRnZ8PFxQV9+vQxSOSs9TuRSCSQSCToLQ3E6KETWr3xtzUdWG1tLZYtW4bPP/8cf/31F4YPH85ti4iIsEr812uv95FUKsWhk39D8f/DvTUaDU78fQ7Z2TmwgxZjh8fB2UFl0GvGUrpzjx1rM9dc0OYa0URId0Y5A3/06xgwxhAXF2ew3hEfv5OOemdefz/WarV45+Ov8Or697Du5cVw9wtBsJ+nWaYi7Sim9PR0SAO8EDVoIooL85GVXwQwIKaXFGW1amRmZiIurvURMc3v10E+7nB0EqG6ugxpF0sN7tfu7u6tHt8ZtjI9jTE6HDVVWY7xt91u9elgzDnVLSGkcyhn4E9jYyPkcjnq6uoQFxdn8Hu4vvOqtZj6ufzDDz9gwYIFmDNnDt5++22u3M7OrtUGJKD9+2edVgwmceLqAppva+3e2tV7sVarRV5eHqqqqtCvXz+D+52ra9N6gOYY5cL3aBn6Dk0IaQ/VatogmUyGLVu2QCaT4dVXX0V9fT3mzJmD8+fPW72HCemYRqNBbm4uKioqADT1Xi0rK+NtPuLO3Pj//vtvzJw5E9euXQMAzJgxAxcuXOjyFC5d1V6DgoOTEzz8w3AqIQmhfp7IKSxBZmYWAny94B4YhN59esPPy9MqFQxUuWE+5qpsE9L0QYSQnoMxhoKCAhQVFXFl+fn5kEqlPEbVseb344ysHMx6bhlOnz0PAHjtrQ/wn+efwfDYW6xS6ZAjz0RogBfANHB3soOsXx+4ujijtq4ef19MxR+/HUB0dHSrDRr6+3X/6EhUVdfBWaKDs4sL3F0ccVWeY5H7tS1MT2MsYzpy8FHBRZVahJCeqrS0FHl5edDpdACaOhzHxMTwHJXxn8sVFRV49tln8f333wMANm7ciLvuugu33HJLh9do7/4Z2XcwdAxG31u7ci+uqalBVlYWVCoVgKZZWnr16mXqSyYI9B2aENIeakRqx3vvvYeamppOHx8W1nI6JlOsXLkS27dvR0ZGBi5evIgzZ85g5Ejb6a1Imobxy+VybjFIAPDy8oK3tzdvMZly41epVHj99dexfv16LjF1dnbGCy+8YNJaXJbSXoNCYZkSk+6YCsYYki5fwtWrufD3cENgSBgCA/zh8v/xW6OCwdYrN/geFm8Kc1W2mWtEEyGEmEt9fT2ysrJQX1/Plbm6unZqzSBrk8qikHbxbxz/bDteXvsuauvqAAAikQi3TxiLwMDgFvdAPXNXOtTX1sDVSQOtSoG43hFwcfm3w0uDSoOfjp1vszFInnkNjhIxyqr+ze/tJWIE+vmgvrbGIvdrIS3mbKujpqhSixDS06jVamRnZ0OhUHBlDg4OCA0Nbeco6zHmc/m3337Dk08+icLCQm7bQw89hH79+hl1jY7unwCMvrd25l6s0+lQUFCA4uJirszOzq5bT99I36EJIe2xnW8tNujee+/l9fpisRi33347Pv74YwDAuXPnqBHJRuh0OuTl5aG0tJQrE4vFCA8Pt/q6Qdcz9saflJSEGTNm4OLFi9z2G2+8ETt27ECfPn2sEWqHOmpQ8PHxQWFhIXr3iUZdTTVCfN3Qt3ckgv19DNYxMLWCwdRGF1ut3ODWyPrtAJSleQjy80WvKBk8xWKbnWrPXJVttloRRgjpeRhjKCkpQX5+PvRLkYpEIgQHByMoKEgQo8ydnZ2x9t1P8M8/Z7iy0OBAPL9gDm4aMxH1dbVWq3RwdnVDTtYlDIsJNWhAAgCVRoMgP99WG4MUCgUKCgoQ7P3vehLeHm6QhvhDIhZb9H7N9/Q0xrLVUVNUqUUI6Un00+RrtVquzM/PD2FhYQbT3/Kpvc/louJSfL5lO/Yf+JUr8/LywieffIJHHnnEpOt0dP805d7a0bma1wFUK6rQqNHCw9Mbfn5+EIvFcHNzg0wms+lpHbvaeZS+QxNC2mM7NYekVYGBgdzj2tpaHiMherW1tcjKyjJYWNTd3R0ymYy3OYmb6+jG36v/cGzcuBEvvfQSNyRbIpFg1apVePHFFwXRoBDVbxjs7OyQn5/P7evk4gpPV0eEBvq1OI8pFQydWd/IFis39M8j40oC/OyUuG3cEKg0GuQVl0EiEWPkoL74JzHVJqfaM0dlm61WhBFCehb9OgbNR7Y7OTkhMjKyxeLYtmrXrl2YP38+N20vAEy6bQKefeYZ9I3rj6ioKGRmZlqt0kEqi0LCqcO4oU+wQblCWYO8YgV6RclQV/vv663VapGfn4/S0lJI7B1QX98AidgO4cH+8PE0jLWnN0bY6qgpqtQihPQE10+TDzR9LstkMnh6evIYWUttfS4fOn4as557EYXFJVzZpEmT8NVXX9nMKKrW6L87K4qz4eHiCFeJDiJ1I4rzMqFUKDD6llsQGhpq0x1/zLFOM32HJoS0x3Zqi0mrSkr+vfk2b1Ai/GhoaEBqair3fzs7O4SGhsLf399mEoqObvybNm3Cl19+ye3fr18/7NixAzfccAOPUbft+gaFxsZGpKSktOiZ5eo6FNcunzV6cc22dGZ9I1us3NA/j16hPgj1DEJkRNP0mrLQGpw6n4byAH+bmGrPUmy1IowQ0nPodDqkpqZCo9FwZYGBgQgJCTEYLcsXY3qrfvTRR3j++ee5YwIDA7FlyxZMnTrV4FzWrHSIioqCo2cgjp25jNoGFTzdXaGorkVesQIefoFwdXEB0zaNUNLpdEhJSeE6/vj4+qGyKAeh/t4tGpCoMaKJLY6aokotQkhPcO3aNYOOw97e3pBKpTb5vaW1z+VDx09jwZJXofv/UdcuLi7YuHEj5s+fz0tdiSmjcvTfncODA6HRMbgC8AEQqtMiv7gUdXV1NlPf0xZzrNNM36EJIe0RMf28GsTmaLVaREdHIzMzEwCQkpKCvn37mnQOpVIJT09PKBSKbj13qzVlZ2ejrKwMrq6ukMlkNrF20PXaS5iSkpIwYsQIaDQaLF68GKtXr7bJ59Ceq1evQqlUwt7eHhEREfD09GzZ8+a6CgZjp207/Mdv8HNQYVD/2BbbEpNSUKZywMRJdxiUm+va5qR/Ho01FYgI8ECA/7/T7SWmXENZnQi9oyKRlF2Ou+57wKqxEUJsE+UM5ldSUoLc3Fw4ODhAJpPB3b31dYOszdj7VmlpKQYMGIDi4mI88MAD+OSTT+Dn13LEr/6c1lp/Lzk5GX8e2o8gb1eIRAzOzi6QhofB19sL/ySmInrQSK6iJC8vDwUFBSgvL0djfS2upaVAXV+NuD6RiIvpg9q6Ol7v18Q4QlrfkZCegHIG81Mqlbh69SrEYjGk0qap223Z9Z/L9o5OWPriCiQlJWHkyJH4+uuveZsm39Tv5/rvzmFhoZDnN3XkDvLzQrC/Dy4np7VaB2BrOlOPQQghpqCM28qqqqpQVFRkVGPQxo0buQakYcOGmdyARLqOMdaix0lYWBicnJwQEBBgs71R2utFOnjwYHz00UeIiYnBrbfeykN0XSeTyZCfn4+wsDAu+TNXr5nOrG9kiz129M+jSlOP2rp6g22e7q7ILS+jqXsIIcTMrs8b/P39wRjj5tO3Fcb2VvX398fWrVtRUVGBRx99tN28x5ojWKKjo1FWOqJF5dA/OaktRqYEBAQgISEeqK+CLMgH/W8bhcysLCSlZSI1pxSDhwylHrYCYIsjpAghpCuuzxk8PDwglUrh6elpE9Pkd6S1z2VZVG/s3r0bS5cu5fWeauqoHP13Z18vD9Q1NMLb3Q1urk2jmvlc49gUtrpOMyGk+6BvSlZWVVWFG264AYsXL8bzzz/f6hR1SqUSa9euxdtvvw2gacq0d99919qh9nj6dQz8/Pzg6/vvzVgsFgtmasGffvoJn3/+OX755ReDRHTu3Lk8RmU8nU6HvLw8eHl5GfRws7e3h0wma7G/OSoYOru+ka1Vbuifh39AIAqy0hBYV88tQK6orgVjIpq6hxBCzESr1SInJwf29vYICwvjykUikU3mDDnyTK7xRe9MQiKWvLoOr7/4H4OpTidPnsxXmG1qrfOGk4sr/KUxCA8PN6i4ksvlEKuUGD1iIPd8e8mkGDF0CE4lJCGyV58O7918joKhETiEENK9MMZQWFiI2tpa9O7du0XnEyHIzMzE008/jbfffhtDhw7lyvv27YsVK1bwGFmT1vIcoKkxRT+lu7+/P2pqahAeHm5QBxAeZPg7EErHS1tcp5kQ0r3QNw8eNDQ0YM2aNVi/fj2GDRuGwYMHw9fXFw0NDUhLS8OJEye4BZhFIhE+/fRTjB49mueoe5aysjLk5uZCp9Ohrq4O7u7ugugNpFdVVYXnn38e//vf/wAAq1evxurVq3mOyjS1tbXIyspCY2MjqqqqEBcXZ5XKEltc36gz9M8jPCwYLl7+SL6WDV9PN2h1OpxNTANc/BAb0Y/WESCEkC5SKpWQy+VQq9UAAE9PT5uZtq4tzXurqlQqrH7nY6x771PodDq89cHneO6F//AcYcead97Qd/ypqalBUVERvL294ezc1HHCmIqk9hqRzLFQdWfxeW1j46MGLkIIMV59fT3kcjnq6uoAAKWlpQgICOA5KuMxxrBlyxYsXLgQNTU1mDFjBhISErh7rq1ob1SOm6srknNzuVl/3N3du0UdQHd4DoQQ20bZvZW5ubkhODgYhYWF0Gq1OHPmDM6cOdPqvpGRkfjiiy8wYcIEK0fZc6nVamRnZ0OhUHBlEokEarVaMI1Ihw8fxuzZs5GXl8eVpaWltTo1ny3S98wqLCzkyrRaLerq6qwy33Z3WbxZ/zz+vpCCYD8PaB08EZ+WA3l+CRw9AzHptqmIjo6mSh5CCOkknU6H/Px8lJSUcGVisRgajYbHqIyj7616JfUqZj6zFBcuJ3PbCotLwER2PEZnmuYdf4CmPKKmpoar0Orq9C7Np8Rxc3NBUVERmKYezroaxP/5B+obGjFhwoQ276ddaWgxxyLZlmLrDVyEEGJLGGMoKSlBfn4+9MuSi0Qi7t4lBEVFRZgzZw4OHDjAldXX1yM3N9dmZuPQa2tUjrKmDimZudDh3zxHqVTafB2AMbmErT8HQojwUWZvZX5+fsjIyMCuXbtw4MABJCYmoqCgAHV1dXBzc0NQUBBuvPFG3HXXXbjvvvtsav787q6qqgrZ2dkGlT++vr4IDw8XxO+hrq4Oy5cvx4cffsiVeXh44KOPPsLjjz8uiAak63tmAYCrqytkMhmcnJysEoMtrm/UGdc/j/oGDXwjB+KGcdRDmBBCuqq2thZyuRwNDQ1cmbu7O2QymSA6nYSGR2DjujfwzQ8/o1GlAtB033jx+acxfMRwxPYbwHOEHWut44+DgwMiIyPh5vbvlC1dnd5FP5LJzc0FqSnJqKsqha+nG4Ijg1BfXYXzp4/A2cmx1UaT9hpa8nJzERQcjIK8nDYrhLo6isqSbLmBixBCbEnz0bJ6Tk5OiIyMhIuLC4+RGe/HH3/E/PnzUV7+b8eLOXPmYNOmTTY5+vr6UTk6nQ55RWXIKShBmaIGgWFREIvFkEql8PHxAQCbrQMwttNGd6nHIITYLvoU4YGzszNmzpyJmTNn8h0KQdMol9zcXIOESCKRICIiAl5eXvwFZoKzZ89i5syZSEtL48rGjx+PrVu3QiqV8hiZcdrqmRUcHIygoCCrN4DZ2vpGndVdngchhNiK1kbLikQihIWFwd/fXxAdNuRyOebNm4c///yTK+sTFYHXX/wP3L19BdFbtbKyEjk5OQYdf/z8/BAWFtai409Xp3fRj2QqKipCXVUp4npHcGsMxsVEoVaXB2VJTquNJm01tIRVVGLL93sQ4OeLG+L6tFkhZMuLZNtyAxchhNiK60fLAkBgYCBCQkJgZ2f7o36vnyYfaIr/yy+/xJ133sljZO1rPirH39MVtY0aKKtrUVlTB2d3H0RFNXXaaN7xx1a/O5vSacNWnwMhpHugRiTSo9XV1SEjIwOq/++FCwBeXl6QSqWwt7fnMTLjvfHGG3jjjTeg1WoBNPVqeuutt/Dcc88JIjFVqVTIysoSdM8sQggh3Z9arca1a9cMRsu6uLggMjLSaqNlu+qbb77B/PnzDdbevP+++zD9oWnw9Pax+fVstFotcnJyUFFRwZVJJBLIZDJ4enq2ekxXp3fRj2Rimnr4erpxDUgAoKiuhY+PD/z9Wm80aauhpbyyCl72GvQK9cGg/rFc+fUVQra8SLYtN3ARQgjfGGPIyMhoMVpWJpPZ5Mid1pw6dQrTp083mCZ/2rRp+PTTT+Hn58djZB2TSCS4adTNiI93xNVrV6FubIC9oxOCwnth8ODBCA4O5jtEo1GnDUKIrbDNb4iEWImDgwM38kUsFiM8PBy+vq1/IbZV9fX1XAPSsGHDsGPHDvTt25fnqIzHGDOokBNSzyxCCCE9h0QiMRhpFBISwsto2a4QiURcA1JERAS2bduGsWPH8huUiWpra7nHXl5eiIiIaLfRq6vTu+hHMjnrahAcGcSVK5Q1yCtWIDquPxzs7VttNGmroSUnNw+9w4PgKDZ871xfIWTLi2TbcgMXIYTwTSQSGdxfhDRNvp6LS9M6gADg6emJjz76CI899phg8h57e3v4+flxo42sPU2+uVCnDUKIraBGJNKj6aetKy4uFsw6Btd7/fXXcejQIdx1111YuXKlYEZQ6Tk6OiI8PByFhYWC6plFCCGkZxGJRJDJZMjKyoJUKoWrqyvfIZls+vTp2Lt3L1xdXfHee+/Bw8OD75BMIhaLIZPJkJGRgfDwcG4dg450ZXoX/Uim+D//QH11FeJioqCorkVesQIefoGIigjHldSrrTaatNXQUl9fB097Ozg4ObfY1rxCyJYXybblBi5CCLEF4eHhqK+vR3BwsGCmyW9uyJAheO2113D8+HFs3boV4eHhfIdksoiICKSkpCAgIEBwHX/0qNMGIcRWiJh+GAbplpRKJTw9PaFQKARXUWBujDEUFxfD19dXcA0tetnZ2Th79iwefPBBg3K1Wi2Y56RQKODm5taiF5ZOp6PRR4QQwiPKGQyVl5fDyclJkI1FQNM6Brt27cLTTz9tUC6knKG2thYSiQSOjo4G5Vqt1qq9uTUaDY4cOYLzp48gKiwAPj4+kIaHISoiHLV19TiVkIToQSNbNFKlp6cjPfGfFusY7Pv1D1RXFGHs+AkIDQk1OCYxKQVlKgdMnHQHd239KKr62ho4u7rZxLSDLRb6vq6BS7+uk7mvaYuvBSE9EeUMhqqrq6HRaODt7c13KJ2iUqnwxRdfYO7cuQY5glarhUgkEsT39MbGRmg0mhZ5m7VzBnNrK5dQ/P8UuK3lH4QQYgmUbZMeoaGhAVlZWairq0NNTQ169+7Nd0gmYYxh+/bteOGFF9DY2Ii+fftiwIAB3HYhVAY1X8fA398fUqnUYLsQElNCCCHdn1qtRk5ODqqqquDk5ITY2FjB3aOOHDmC2bNnIzc3Fz4+Ppg2bRq3TQg5A2MMhYWFKCwshJubG6Kjow16D1u7MkgikWDChAlwdnKEsiQH/n5ecLC3x5XUq+2OCmprJFFRZS0aGkRwdjGs6GptFI+tLpLd1WkCTdWi0crPFwplNdIT/0FRYYFFGq0IIaQjOp0O+fn5KCkpgVgshqurq+BmN0lOTsaMGTNw/vx5lJWV4bXXXuO2CaXxpaysDLm5uRCLxejXr59B3EJ5Dm2x5VHJhJCehUYidXM9vYcQYwylpaXIy8tD87d6bGwsXFxceIzMeCUlJZg3bx727NnDld11113Yt28ff0GZSKlUIjs7GyqViivr27evYHt3E0JId9TTcwagafROdnY2NBoNVxYZGWn0tGl8q6+vx4oVK/D+++9zZVFRUUhLSxNMBXt9fT3kcrnBeokRERGdWsTb3CNX2jsfgFa3SaVS5OTkGJSHhElRUlSImvJ8q43isTZzv/bUE5sQ20I5Q9NoWblcjoaGBq4sKCgIoaGh7RxlO3Q6Hd5//32sWLECjY2NAAAnJyfI5XIEBgbyHJ1x1Go1srOzoVAouLKAgABBTr3XHhqJSwixBdSI1M315OROpVJBLpejuvrf+WOdnJwgk8kE03ixd+9ePP300ygtLeXKZs2ahffeew+enp48Rmac5j2z9MRiMcLDw+Hr2/rikIQQQvjRk3MGrVaL3NxclJf/uzixft1EoaxjcO7cOcycOROpqalc2bhx47B161ZERETwGJlxGGMoKSlBfn4+1/FHJBIhODi4U+sYWHO6tc5cqztXCFnitT/8x2/wc1BhUP/YFtuunwKQEGJ5PTlnaD5aVk8kEiEsLAz+/v6CWHdHLpdj1qxZOHHiBFcWGxuLr7/+GsOGDeMxMuNVVlYiJyfHoOOPn58fwsLCBD/6iBBCbJGwv6EQ0oby8nLk5uZCq9VyZQEBAQgNDRXElDQKhQL//e9/sW3bNq7M398fn3/+Oe69917e4jJFaz2z3N3dIZPJBDfEnxBCSPdVXV0NuVxuMFrWy8sLUqlUEFO/qdVqrFmzBm+++SaX9zg5OWH9+vV4/vnnBZH3NDY2Qi6Xo6amhivrasefzMxMKEtyWoxckf3/yJXMzEyzjVzpzLVsdZo6c7DEa19fWwNPv9Y7IHl6uCM3u7zVbYQQYk7Np8nXc3FxQWRkJJycnHiMzDiMMWzbtg3/+c9/DDrbLly4EGvWrIGzszOP0Rmn+TT5ekLr+EMIIUJEjUikW9FoNMjOzkZVVRVXZm9vD5lMJpgeUseOHcOsWbOQk5PDld1zzz34/PPPERAQwGNkxukOPbMIIYR0fzqdDgUFBSguLubK7OzsIJVKBTNaNiUlBTNmzEBCQgJXNnToUOzYsQOxsS1HbNgi/ToGOp2OKzNHx58ceSY3CqY5Tw93hPl7IUduvkYka15LCCzxeji7ukGhrG51m0JZDWdXt07HSwghHWlrmvzg4GAEBwcL4jtucXEx5s6dazAtvlQqxbZt2zBu3DgeIzNea9Pke3l5ISIiQvCjeAkhxNbRpyzpVqqrqw0akHx8fCCVSgUznFmj0WDBggVcA5K7uzs++OADPPHEE4JITAGgoqLCoAFJSD2zCCGE9ByNjY0G060KcbTsypUruQYksViMl19+GS+99JIgRlABQF1dHbKzs7n/Ozg4QCaTwd3dvZ2jjGPNkSs0SsaQJV4PqSwK6Yn/QKasbrEmUl5pFaIHjex0vIQQ0hGtVovCwkKuAUlo0+QDwObNmw0akLoyTT4fU7JqNBpkZGRwnU5omnxCCLEuakQi3Yq3tzd8fHygVCohlUrh7e3Nd0gmkUgk2LZtG26++Wbccsst2LZtG2QyGd9hmcTHxwdlZWWoqakRVM8sQgghPYuzszNCQkJQUFCA0NBQBAQECO5+tXnzZpw4cQIBAQHYsWMHhg8fzndIJnFxcYG/vz9KS0vh6+uL8PBws3X8sebIFRolY8gSr0dUVBSKCgtwKiGp1XWWoqKiuho2IYS0ST9dWkZGhqCmyW9u5cqV2L17N4qLi7s0TX6Lde/8fKFQViM98R8UFRaYdc3B5iQSCcLCwpCTkyPIjj+EECJ01IhEBK2hoaHFCJfw8HAwxgTRC1ej0aCyshL+/v5c2ciRI3Hy5EncdNNNgkhMtVqtQYWPSCRCZGQk1Gq1oHpmEUII6d4aGxvh4OBg0FAUGBgILy8vQYyWZYyhqKgIwcHBXFlISAj++OMP9OvXTzDrGFzfSBQWFgZPT89O9YRujzVHrtAoGUOWeD0kEglG3Tya6/mem10OZ1c3RA8aadGe74SQnkmj0QCAwWeLl5cX+vXrJ4icAQAKCwsNcgYnJyf8+OOP8Pb27tI0+dZac5AxBsaYQZ2Iv78/JBIJvLy8BNfxhxBChE7Emk/oSrodpVIJT09PKBQKwawJZIzm6xhERUUJbsQRAKSlpWHmzJmQSCQ4efKkYKbca668vBy5ubno3bs33Nx6Vi9bQgjpbrprzqBfxyA/Px+BgYEICQnhOySTlZaWYt68eTh79iwuX74syLynuroacrkcQUFBBp1nLKVFT+nrRq6Ys6e0Na8lBPR6ENL9ddecAQCqqqqQnZ0NNzc39OrVi+9wTFZfX4+VK1fis88+w7lz59CvXz+znv/wH7/Bz0GFQf1brr2YmJSCMpUDJk66o0vXaGhoQFZWFlxdXSGVSrt0LkIIIeZh+8McCLlOXV0dUlJSuIWws7OzoVareY7KeDqdDh999BFuuOEGnD17Fn/99Rc2bNjAd1gm0c9HLJfLodVqkZWVBa1Wy3dYhBBCiAGVSoWrV68iNzcXOp0OhYWFqK2t5Tssk+zbtw/9+/fH7t27kZ+fj+eee47vkEyi0+mQm5uL9PR0qFQq5OXlobGx0eLX1Y9ciR40EmUqByRll6NM5YDoQSPN3ohhzWsJAb0ehBAh0mq1kMvlyMjIgEajQVVVFcrLhbWmXUJCAoYOHYr33nsP9fX1mDFjBlQqlVmvUV9bYzACqTlPD3fU19Z0+tyMMRQXFyM5ORl1dXUoLS2FUqns9PkIIYSYD2XwRDD007g0X9BSJBIhKChIMF9Gc3Nz8eSTT+Lw4cNcWXR0NMaNG8djVKbR98zSD/EHYJYFsAkhhBBzqqioQE5OjkEnB39/f0FM+wY09fJeuHAhvvrqK67Mz88P06ZN4zEq09TW1kIul6OhoYErc3V1tdoUNBKJBNHR0WaZVseWriUE9HoQQoREP1q2eYOLp6enYEZZqdVqrFu3DqtXr+a+pzs6OnIzn5iTpdYBVKlUkMvlqK7+99xOTk6CqeshhJDujj6NiSA0NDRALpcb9B52dnZGZGSkICqDGGP49ttv8eyzz0KhUHDlzz33HN566y24uLjwGJ1xtFotcnNzDXpjSSQSSKXSDqfV0Wg03Bz29bU1cHZ1g1QWRXPYE0IIMTuNRoOcnBxUVlZyZfb29pDJZIKpDDpx4gRmzZoFuVzOld1111344osvEBgYyF9gRmKMobCwEIWFhVyZSCRCaGgoAgICaB0DQgghNqH5NPl6dnZ2CA8Ph5+fH4+RGS8tLQ0zZszAuXPnuLKhQ4fi66+/RlxcnNmvZ4l178rLy5GTkwOdTseVBQQEIDQ0VBDrRBNCSE9An8bE5pWWliIlJcWgASkoKAixsbGCaEAqKyvDQw89hMcff5xrQAoNDcUff/yBDz/8UBANSNXV1UhOTjZoQPL09ERcXJxRDUh/nT6F9MR/4OegQv8IX/g5qJCe+A/+On3KYEQT6RlWrVoFkUjU4sfe3h5BQUGYMmUKvv32W7S3ZJ9MJuOO++6770yOIS8vDw4ODtw52qLRaPDtt99i2rRpkMlkcHZ25hZzHTBgAJ5++ukW01zI5fJWn9/1P2PHjjU5bmv69ddf8cADDyAsLAyOjo5wd3fH8OHDsX79erNNB3b+/HnExsZi+fLlRh9TVFSEN954A0OGDIG3tzecnZ0RFhaG++67D2lpaWaJiwiXQqFAcnKyQQOSj48P4uLiBNGA1NDQgCVLlmDcuHFcA5Kbmxu2bNmCvXv3CqIBqaGhAampqQYNSC4uLoiNjUVgYCA1IBGTUM4gjJwBAH766SfcfvvtCAwMhLOzM3r16oXnn38e+fn5nTqfUqnE+vXrMWLECHh6esLV1RX9+vXDK6+80u70VpmZmR2+nmFhYZ19mqQbuX6afKDpnhsXFyeIBiSdTocPP/wQgwcP5hqQxGIxXn31Vfz9998WaUACgKioKHgESHEqIQmJSSmQ5+QhMSkFpxKS4BEgRVRUlNHnUqvV3DT5+gYkBwcHREdHIzw8nBqQiMkob6C8wdS8oavH9iQ0BIDYtIKCAoNKCEdHR8hkMri5dW6ItLVVVVVh4MCBBs/h8ccfxwcffCCYRbFLSkqQm5vL/d/UnlmZmZlQluRg9ND+Bj2VZMpqnEpIQmZmJk110kM5OTkhIiKC+39ZWRmKi4tx8OBBHDx4EFu3bsWePXvg6ura7nneeecdTJ8+3aRrb9q0qcO11FJTUzFt2jQkJycDaBr9GBQUBI1Gg+LiYiQlJSEpKQnPPvssfH19Wz1HZGQkHBwcWt1mq4vENjY2YsaMGdi1axeApi9yQUFBKCoqQnx8POLj47Ft2zYcPXoUISEhnbqGviHo888/h1arxT333GPUcTt37sT8+fNRWVkJkUgEf39/uLm5oaioCHv27METTzyBmJiYTsVEhK+yshKZmZnc/8ViMSIiIgRzv2WMYdy4cfjnn3+4sjFjxuDLL78EYwxHDv1u86N5lUolrl27ZvDFPDg4GMHBwdR4RLqEcgbbzBmAporsmTNn4ptvvgEAeHl5wdfXF1lZWfjoo4/w7bff4o8//sDQoUONPueFCxdw9913Iy8vDwAQFhYGlUqF5ORkJCcn4+uvv8aJEycgk8laHFtRUQHg3++NrQkKCjLtSZJup76+HqmpqQbT5AtttOy8efPw5Zdfcv+Pjo7Gjh07MGLECIteV7/unX6mkdzscji7uiF60EijcxONRoPU1FRcSryAxvp62Ds6wcfXDzExMZDJZBCLxRZ9DqT7o7yB8gZj84auHNvjMNKtKRQKBoApFAq+Q+kUlUrFLl68yOLj41l2djbTarV8h2Sy559/ngFgvr6+bNeuXXyHY7L6+nqWkJDA4uPjWWpqKmtoaDDp+EO/H2QXju1lutL0Fj8Xju1lh34/aKHIia167bXXGAB24403tthWWlrKFi9ezEQiEQPAnnnmmVbPERERwQAwBwcHBoAdO3bM6OtXVFQwNzc35uLiwgCw1m6FpaWlLDQ0lAFggwcPZocOHTL4/FGpVOz06dNs1qxZ7PLlywbHZmVlcedNSUkxOi5boY9/8ODBbO/evUytVjPGGNNqteybb75hXl5eDAAbP368SefVarXs2LFjbPbs2czR0ZF7jQCwF198scPjv/vuO2ZnZ8fEYjFbtGgRy8nJ4bap1Wr2+++/s9TUVNOeLDEg9JxBq9WyK1eusPj4eHb16lWmUqn4Dslkn3/+OffZtnHjRtbY2MhOHD/Gftm5nV04tpdlJhxlF47tZb/s3M5OHD/G/X3aCo1GwxITE1l8fDy7fPkyq6mp4TskInCUM9i+l19+mQFgXl5ebM+ePUyn0zHGGEtNTWWDBw9mAFhYWBirra016nzFxcUsKCiI+70nJydz206fPs1iYmIYADZw4ECm0WhaHP/bb78xAGzkyJHmeYKkVULPGRhjLCMjg8XHx7MrV66wuro6vsMx2alTp5idnR0DwF544QWj/8b4plar2Ynjx9i+H7axX3d9zX77+Ru297uv2I//+9ImcxsiLJQ32D5byhu6mnP0NNSI1M11h+SusrKSVVVV8R1Gp9XW1rJnnnmGFRQU8B1Kp5WUlLCioiLuw90U+37exTITjrbaiJSZcJTt+1l4DWuka9pL7PQWLlzIADAnJ6dWKyH1id2YMWMYADZ16lSjr//mm28yAGzs2LFtJnZvvPEGl7yY+vkj9MQuKyuL/fe//20zSfr++++553flyhWjz3vs2DHuOFdXV7ZmzRp2yy23GNWIlJ2dzVxcXJidnR3buXOnSc+HGK875Ax1dXWspKSE7zA6TafTsSVLlnBfGNPS0tgvO7ezyowEg/tnZUYC+2XndpaWlsZzxC0pFAqWk5MjyI4/xPZQzmDb8vLymJOTEwPADhw40Op2d3d3BoBt2rTJqHP+97//ZQCYTCZrtQIpLy+P69Cyffv2Ftu/+eYbk3/PxHTdIWdQq9WsoKCgU99xbcXGjRvZoUOH+A7DJM1zm/r8K+za+ZOssTDZpnMbIhyUN9g2W8sbuppz9DQ0wSixGQqFAikpKS3WyPHy8oKnpydPURmvsbERy5Ytw6effmpQ7uLigs2bNyM4OJinyIzX0NBgMB+xnr+/f6fXMXB2dYNCWd3qNoWyGs6uwpiakFiXfsh4Q0NDu+vcPPTQQwCa1u9JSUnp8LwNDQ348MMPAQB33313m/vp5xW/+eabBfH5Y05SqRTvvvtum9NIPPjgg9yUohcvXjTp3CEhIVixYgUyMjKwcuVKo+c5f+mll1BXV4cFCxbgwQcfNOmapHvSr2NQX19vUO7s7Ax/f3+eojIeYwwff/wxFi9ebFAuEomwYcMG9O/fHwCQI89EmL+XwXSwAODp4Y4wfy/kyDPBF41GA7lcDpVKZVDu4eFB6xgQq6KcgT/bt29HQ0MDhg0bhilTprTYHhoaihkzZgAAvv/+e6POqd/vlVdeaXXt2NDQUMydOxcAsGPHjhbb9etHtDX9D+l5VCoVrl69arBeItA0LZtQplvdv38/HnroIWi1WoPyxYsXY+LEiTxFZTydToe8vDzU1NQY5DaODvaICg+CvURiE7kN6Rkob+CPreUNXc05ehr6dkd4p9VqkZ2djWvXrqGurg45OTl8h2SyixcvYtiwYdiwYQMWL16Mq1ev8h2SSRhjKCkpQUpKCsrLy1FQUGC2c0tlUcgrrWrRkKRQViOvtApSmfELb5Kew9393wrT6xuWm+vXrx8mTZoExhg2bdrU4Xm3bduG4uJijB49GgMHDmxzP/2Xyebrq/QUHVX82tnZwdnZGQBaVB63Z9SoUcjLy8PatWsRGBho9HFVVVX48ccfIRaLsXLlSqOPI90TYwxFRUVITU1FXV0dsrKy2l0Y1xbl5eXh9ttvx7PPPotNmzbh4MGDbe5bX1vTogFJz9PDHfW1NZYKs11VVVW4cuUKysvLkZ2dzUsMhOhRzsCfffv2AQDuu+++NveZOnUqgKZKs+rq1juW6VVUVKCoqAgAMGTIkDb3mzBhAgDgr7/+atH5jRqRSHMVFRVITk6GUqlETk5Oh+uU2Jrq6mo8/fTTuOuuu7Br1y68++67fIdkMn3Hn+LiYsjlctTVVNtkbkN6Dsob+GNLeYM5co6ehhqRCK9qamqQkpKCsrIyrkyr1QrmD1Oj0WDdunUYMWIEkpKSuLL4+HieIzOeSqXCtWvXkJuby73uCoXCbL+DqKgoeARIcSohCYlJKZDn5CExKQWnEpLgESBFVBQ1IpGW9CNcJBIJ+vbt2+6+y5YtA9DUM6S4uLjN/XQ6Hd555x0AwJIlS9pNGMeOHQugKXFZt26dCZF3f9XV1SgtLQUAg8VKO+Lg4NCpnp779+9HQ0MDbr75ZoSEhJh8POk+GhsbkZaWhvz8fIOGI6FUCDHG8O2332LAgAE4dOgQV37mzJk2j7G10bz6jj8ZGRncZ2hdXR0aGxutGgchzVHOwA+dTodLly4BAIYPH97mfvqFsRljSE9Pb/eczT/P23vN9SNO6+rqWjRkUyMSAZreP5mZmcjKyuJG74hEIpM6QPHtzz//xKBBg/Dll19yZf/8849gOs8wxlBYWIjU1FQ0NDQAaKp7ENs72lRuQ3oeyhv4YWt5gzlyjp6GGpEIL3Q6HfLz85GWlsZVPNjZ2UEqlaJPnz6CmALl2rVrGDNmDFauXMl9+AwaNAjx8fHc8Fhb17xnlp6/vz9iY2PN9juQSCQYdfNoRA8aiTKVA5Kyy1GmckD0oJEYdfNoSCQSs1yHdB81NTV46aWXADQNNffw8Gh3/wkTJmDIkCFobGzE5s2b29zvp59+wrVr1xATE4O777673S9g8+fPR1xcHABg5cqVmDJlilFD2C1twoQJ6Nu3r9E/+l4z5rRz504AgKenJ0aOHGn281/v7NmzAIBhw4ahvr4eq1evxsCBA+Hm5gZ3d3fceOON2Lx5s2AaEkjnlJaWIjk5GbW1tVxZUFAQ+vbtCwcHBx4jM055eTkefvhhPPbYY6iqqgLQND3C77//jlWrVrV5nC2N5q2urkZycrJBxx9PT0/ExcXB0dHRanEQ0hzlDG2zdM6Ql5fHTSkaGRnZ5n4BAQHcZ0RHM074+flxU+b+/fffbe7XvFKpoqLCYJu+EemDDz5A3759MXDgQIwbNw6LFy/mcgrSvSkUCiQnJxtMX+fj44O4uDi4urryGJlxGhoasGzZMtx6663IysoCALi5ueHLL7/Erl27BDH9nn6asIKCAu7z08XFBbGxsegT09dmchvS81De0LaeljeYI+foaaj2llhdfX09srKyDNYxcHV1RWRkpCAqIRhj+Oyzz7B48WLU1dUBaGoAe/HFF/Haa68J4jloNBrk5OQYJNb29vaQyWQd3kQ7QyKRIDo6GtHR0WY/N7EOfW++HHkm6mtr4OzqBqksClFRUWZrCFQqlTh69CiWL1+OzMxMDBs2zOgpG5YuXYrp06fj448/xvLly1udz3bDhg0AmuYO7+jLl7OzM44ePYoZM2bg0KFDOHjwIH7//XdMmzYNr732Gvr162dUXFOmTGmzgnvPnj0d9ny6XkZGhkm9X/S9/swlOzsby5cvB9D0muuntbOkK1euAGiadmDUqFG4ePEi3NzcEBAQgKKiIpw9exZnz57F999/j4MHD3KJIOkeVCoVsrOzDTo7ODo6QiaTCeZ3feDAAcyZM4ebLgEAHn30UXz00Ufw9vZu99ioqCgUFRbgVEISt36AvpLFWqN5dTodCgoKDHpf2tnZITw8HH5+fha/PiGtoZyhY5bOGZpXpPj4+LS5n0gkgoeHB0pLS1FT0/40VWKxGHfeeSe+//57rFmzBo8//niLz8nq6mq8/PLL3P+vXxtP34hUUlKCkpISrvz48ePYtGkTpk2bhq+++soi33kIv7RaLfLy8gw6O4jFYkRERHR4v7UVFy9exIwZM7hZTgDglltuwbZt2wQxgwdjDKWlpcjPzzeY2SQ4OJhbf8oWchvS81De0LGeljeYI+foaWx/uAfpVvTr7uj/8EQiEUJDQxETEyOIxpeSkhJMnjwZCxYs4BqQevXqhT///BNr164VxHNor2cWfZkirdFoNPjr9CmkJ/4DPwcV+kf4ws9BhfTEf/DX6VPtDv1tz5kzZyASibgfT09P3HfffSgvL8eKFSvw559/Gj0VyYMPPojIyEiUl5dj27ZtLbYfPXoU586dQ2BgILdQY0cCAwPx+++/48svv0R4eDh0Oh127dqFgQMHYubMmQZfUNuSlZWFtLS0Vn8608Ajl8vBGDP6Ry6Xm3yNtly7dg0TJkxAWVkZJk6ciBdffNFs526PPtl87733kJWVhS+++AKVlZXIzMxERUUF1q5dC3t7e5w6dQovvPCCVWIi1qG/X7U2WlYIDUgNDQ2YN28e7rzzTq4BycfHBz/88AO++eYboyq0+B7NW1dXh9TUVIMGJDc3N8TFxVEDErEqyhlsL2doPjLUycmp3X31242Z+vK1116Di4sLiouLMXz4cOzfvx81NTWoq6vDr7/+ihEjRhhU4lx/P9i7dy/3nHQ6HSorK3HixAk88cQTEIlE+Omnn3DfffcJZkowYhz9ujvN/9Y8PDzQr18/QTQgMcZaTJPv4OCADRs24NixY4JoWFGpVLh69arBNPmOjo7o27cvQkJCuIp1vnMb0jNQ3kB5gzF5Q1dzjp6GGpGIVdnZ2XEJu7OzM/r27YugoCBBDMkGmpKg5sNMFyxYgIsXL2LUqFE8RmWauro6btonsViMqKgoREZGUrJG2pSZmQllSQ5GD+2PQf1jIZOGYVD/WIwe2h/KkpxOLwjp5OSEmJgY9OnTh5taQiQSYcmSJVi7dm2HiUVzYrEYixYtAgC8++67Ldb0evvttwEAzz33nEnnFYlEeOqpp3D16lV8+OGHCAsLg06nw44dOzBw4ECcOHGi3eNTUlLaTLoGDx5sdBx8+/nnnzFixAhkZGTgnnvuwd69e632maFfTFOpVGLXrl2YM2cOd20nJyesWLECr776KgDg66+/Rn5+vlXiIpYnFou5dQzs7e3Ru3dvSKVSiMViniMzjr29PVJTU7n/T5kyBUlJSXjooYdMOo9+NO/ESXfgrvsewMRJdyA6Otoqf4Mqlcqg409YWBiio6MF0WmGdC+UMww2Og5raf5Z3FGHIn0lkDFTifXt2xc//fQTPD09kZGRgbvuugvu7u5wdXXF1KlTUVpais8//5zb39PT0+D45r8zkUgELy8vjBkzBtu2bePWljl69Cj27NnTYSxEOOzt7bn3YfNp8u3t7XmOzDgikQh5eXnc9/TBgwcjISEBS5YsEUzeo9VqDUYN+Pv7tzmFIJ+5DekZKG8YbHQc1mKLeUNXc46ehhqRiFX5+fnBy8sLgYGB6Nu3b6vDQG2Zp6cntm3bhtDQUBw8eBAff/yx4Fqig4KC4OrqCk9PT8H0zCL8ypFnclMNNOfp4Y4wfy/kyDvXiDRo0CCkpqYiPT0dSqUSX3/9NZycnLB8+XIuSTPFk08+CV9fX1y7dg179+7lyi9duoTff/8drq6ueOaZZzoVq6OjI5577jlkZGRgzZo1cHZ2RmFhIaZMmcJNt9Yd1dfXY/78+Zg2bRpqamqwfv167N6926qf3fop82677Tbcdtttre6zaNEiODk5QavV4siRI1aLjViWm5sbgoKC4O3tjbi4OMEl7WKxGNu3b0dwcDA+++wz7N+/H8HBwXyHZRIvLy/4+vrC2dkZsbGxCAwMFEzHH9K9UM5ge9zd/80LO5puRr/d2M/xO+64A1evXsUbb7yB8ePHY8CAARgzZgxeeuklJCYmIjw8HEBTJaFUKjU65ieffJJbz3Hfvn1GH0dsn729PaRSKVxdXREXF8cthC4kb7/9Nvr27YuVK1fizJkz6N+/P98hmcTZ2RmhoaGwt7dHnz59IJVKBbHWNemeKG+wPbaaN1gq5+iO6BOdWIxarUZpaWmL8qioKISFhQkiofj999+Rm5trUDZu3Dhcu3YNd9xxB09RGU+n0xlMAwQ09Xbo3bs3evfuLZieWYRf9bU1LRqQ9Dw93FFf234CYAw7OzvMmDEDP/74I0QiEd59912D5MwYLi4uePbZZwEAGzdu5MrfeustAE2JX3tz7xrDwcEBK1euxOnTp+Hu7o66ujpuYc7uRi6X46abbsJnn32G2NhY/PPPP3jxxRetXoGsnzKrvTmdXVxc0KdPHwCgkUgCpdPpUFRU1GJ6oZCQELOuvWZJiYmJLRZtl8lkyMzMxNy5cwXR+KJQKFqUhYeHIzY21iproBFiDMoZbIO+UgVof+HrsrIybhpwU9ZH9ff3xyuvvIIjR47g0qVLOHHiBN58802EhoYiMTERADBgwACTR2mMHj0aAExa94HYFsYYSkpKWvRk9/HxEcw0+fn5+fj1118NylxdXXHhwgWsWbOmzXVObIlSqWwxIiMgIAD9+vWjafKJTaG8wTbYct5gqZyju7H9WnwiSJWVlbhy5QpycnJaVEgIoRKltrYWCxYswB133IEnn3yyRXJkyhBVvujXMbh69arB3KMABFEZR2yHs6sbFMrqVrcplNVwdjXfaLwpU6ZgwYIFAIBnnnmm1QrN9jz//PNwdnbGX3/9hbNnzyIvLw87d+6EWCzGwoULzRbnDTfcgOeeew4AcOzYMbOdtyMTJkxA3759jf6ZMGFCp65z7do1jBo1ComJiZg1axbi4+MxZMgQMz8b4+h7YTZfx601+nuLMUPeiW2pqalBcnIy8vPzDdbeAYSRM2i1Wqxfvx7Dhw/HI488wk3BqCeEnEG/jsG1a9e4Ren1xGKxyb8HjUaD9PR0HP7jN/yy+0cc/uM3pKend3oNPUJaQzlD+yydM3h4eHAVQhcvXmxzvwsXLnD7m2tdl19++QUAMHXqVJOP1X+vo850wtTY2Ii0tDTk5ua26OwJCCNv+P777zFgwAA89NBDyMjIMNgmhJxBq9UiOzsbV69eRUFBgcE2kUjU4ytZie2ivKF9lDeY/9juhhqRiFlpNBpkZWUhMzOTW8fg+sTC1v31118YNGgQPv30UwDA4cOHTe6lwCfGGIqKipCamsqtY0A97UhXSGVRyCutatGQpFBWI6+0ClKZeRd6XbduHYKCglBQUIAXX3zRpGP9/Pwwa9YsAMBHH32Ezz//HBqNBtOmTUNkZKRZ4+RjKHNGRkabi2e29nP9F1NjNDY24u6770ZhYSFWrlyJrVu38jr16Pjx4wE0rV+gUqla3aempgZpaWkAgIEDB1otNtI1jDHk5+cjLS2Nm/e6qKiIyx+EICMjA2PGjMGKFSugVquRlZWFTZs28R2WSSoqKpCcnMyNXM7Nze3S70Cj0eCv06eQnvgP/BxU6B/hCz8HFdIT/8Ffp09RQxIxK8oZ2maNnGHSpEkAgP3797e5z4EDBwAAd911l1lmorh27Rr27NkDOzs7PP744yYff+rUKQBAbGxsl2Mh1lVaWork5GSug2RFRYXBgue2rqKiAo888gimT5+OyspK1NbWmvy5xTd9x5+ysjIAQHFxsaB+B4RQ3tA2yhvMe2x3RI1IxGyUSiWSk5NRUVHBlXl7e3NTDNk6lUqFlStX4pZbbuE+DF1cXPDJJ5/g3nvv5Tc4I+l7ZuXn53NTAjk7O5v9hkZ6lqioKHgESHEqIQmJSSmQ5+QhMSkFpxKS4BEgNVvvED0PDw9uiPjnn3+OP//806TjFy9eDLFYjN27d2PLli0AgKVLl5p0jvj4+A73OXr0KABYddFKuVze5uKZrf3I5XKTr/HVV18hJSUFI0eOxJtvvmn+J2GiKVOmICAgAPn5+fjwww9b3Wft2rVobGxEeHg4N00NsW319fVISUlBUVERV+bq6oq+ffsKogcrYwyfffYZBg0ahL/++gtAU+/bF198EcuXL+c5OuNoNBpkZmYiKyuLazSyt7dHVFRUl34HmZmZUJbkYPTQ/hjUPxYyaRgG9Y/F6KH9oSzJQWZm59bRI6Q1lDO0zRo5wxNPPAEAOHjwYKuvQ0FBAbZt2wYAmD9/fleeDoCmCuzHH38cKpUKc+fORa9evQy2Xz97xPV27tzJTTs6ffr0LsdDrEOtVuPq1avIycnhfseOjo6IiYkRzFSrv/32G/r3748ffviBK3vkkUcMFmy3ZTqdDnl5eUhLS+M6ddnZ2SEiIkIwvwNCAMob2tMT8wZLHdtdUSMS6TKdToecnBxcvXoVarUaQNPUJ5GRkYJZx+Dy5csYMWIE1q1bxyWmI0eOxMWLFzF//nxBDIu/vmcWAAQFBaFv376U2HVD1pwqSCKRYNTNoxE9aCTKVA5Iyi5HmcoB0YNGYtTNoy3yN/7YY49h7NixYIxh7ty53CgFY/Tq1Qv3338/ampqUFBQgLFjx2LYsGEmXX/JkiW45ZZbsGPHDoNKbgAoLCzEokWLsGvXLgAQXA/CjuiHa0+aNMnkz75PP/0UHh4eXA8tc3B0dMT69esBAMuXL8eHH37IvR8aGhrw2muv4e233wYAbNiwQRD3nJ5MP1o2JSWF67kqEokQGhqKmJgYQUzjUlhYiKlTp2L+/PncPTcqKgonT57E+vXrBbEWg0KhQHJyssE0kT4+PoiLi+vyOgY58kyE+Xu1WEvP08MdYf5eyJFTIxIxL8oZ+HPLLbfgzjvvhE6nw7333ovjx49z21JSUjB16lQoFAo8/PDDLTp5tJUz1NbWYs2aNQbrJWi1Whw8eBA33ngjzpw5g379+mHt2rUt4snJycGYMWOwd+9eg9ERpaWlWLRoER577DEAwOzZs3HjjTea4RUglqafJr/5Or9+fn6IjY2Fm5v5ptS2lJqaGixYsACTJ09GYWEhgKaOtt999x2+++67Lq+hYg36afKbTzns5uaGuLg4bu1SQoSE8gb+2Fre0JVjeyRGujWFQsEAMIVCYZHz19TUsMuXL7P4+HjuJy0tjTU2Nlrkeuam0WjY22+/zRwcHBgABoDZ29uztWvXMrVazXd4RlGpVCw9Pd3gd3D58mVWXV3Nd2jEQtRqNTtx/Bj7Zed2duHYXpaZcJRdOLaX/bJzOztx/JjNv3dfe+01BoDdeOON7e535coVZm9vzwCwV155xWBbREQEA8COHTvW6rFnz57l/qYPHDjQ6j4HDx7k9rnerbfeym0DwHx9fVnv3r1ZYGAgV+bo6Mg+/fTTFsdmZWVx+0RGRrKYmJg2f1JSUtp9DfjQt29fBoAFBga2G7v+Jy8vjzu2f//+3HMvKyvr8Fr61/nFF1/scN+VK1dy53ZxcWFRUVHM2dmZAWAikYi99dZbXXrexPI5Q0NDA0tNTTW4X125coXV1tZa5HqW8MMPPzAfHx+Dz4d58+YJ5p6r0WiYXC43+B1cuHCBlZeXm+0a+37exTITjjJdaXqLn8yEo2zfz7vMdi3S/VHOYNs5A2OMVVZWsiFDhnDPw8/Pj4WGhnL/Hzt2bKuf823lDJWVlVy5u7s7k8lkzMXFhSsbPXo0KygoaDWW5q+nvb09k8lkLCwsjIlEIq589uzZTKVSWez16CksnTOo1WqWmZlpcL9KTExkVVVVFrmeJZw+fZr16tXL4PPh9ttvN8idbZlOp2OFhYUsISGB+x0kJCSwwsJCptPp+A6PkFZR3kB5gyl5Q1eO7Ymouy7pkoKCAq7V3s7ODqGhofD39xfEyB2gaU7sZcuWcf/v378/duzYYdUho12VmZmJmpoa7v9+fn4ICwsTxHRApHOaTxXUvKe3TFmNUwlJyMzMRHR0NI8RmkdcXBz++9//YsOGDVi/fj0efvhh9OvXz6hjhw8fjrFjx6KkpASTJ082+dpff/01vvnmG5w+fRrJyckoKCiAQqGAt7c3Ro8ejYkTJ2LOnDkIDQ1t9zxZWVntbm9oaDA5NkvTx1RcXGzQ47At+hGoALBgwQK8+OKLuPfee+Hr62vWuNasWYMJEybggw8+wN9//428vDwEBARg3Lhx+O9//4shQ4aY9XrE/EpLSw3uV4GBgQgJCTHLXNfWkJ+fj5kzZ3J5T1BQELZs2YIpU6bwHJnx8vPzuXUMgKYpPWQymVkXmHd2dWuxhp6eQlkNZ1fb7zlOhIdyBv54eXnh77//xvvvv49vvvkG165dg1qtxk033YQnnngCTz/9dKuf823lDK6urli5ciUOHjyI7OxsFBQUICAgABMnTsT06dPx8MMPt/ldMzg4GKtXr8aBAweQnp6O3NxcODo6onfv3rj55pvx9NNPY9SoURZ7LYj5KBSKFtPkS6VSwYw4V6lUePTRR7m1iV1cXPDOO+9g3rx5gqkrKSsrQ35+Pvd//TT5NMsJ6Q4ob+CPLeUNXTm2JxIx9v8Lp5BuSalUwtPTEwqFosvTk7RGpVIhOTkZTk5OkMlkgpiG5npPPfUUtm7diiVLluCNN94Q3HPQDy+XSCSIiIiAp6cn3yERCzv8x2/wc1BhUP+WCwInJqWgTOWAiZPu4CEyQoiQWTpn0Ol0SE5OBmMMkZGRgpiG5nrvvfceFi5ciAcffBCffPKJ2RtLLU2j0eDKlSvQ6XQICwuDv7+/2a+Rnp6O9MR/WnR0UPx/R4foQSO7RUcHQgjpySydMwBNC5rX1NRAKpUKYtq36x06dAiTJk3CTTfdhK+//hq9e/fmOySTMMaQmpqKuro6BAUFITg4WDAdfwghhJgfNSJ1c+ZM7hhjUKvVcHBwMCivq6uDs7OzIFpnKyoq4O3tbRCrUqnEpUuXBLMYu06na5G8VVVVwc3NTTA9s0jX/LL7R/SP8IVMGtZimzwnD0nZ5bjrvgd4iIwQImTmrhBSqVQtcoaGhgbY29sLYrRsbW0txGKxQecSnU7HVQoJIe9pLWeorq6Gg4ODxdZu0mg0+Ov0KShLcri1kRTKauSVVsEjQGqxtfQIIYRYjzVyBrVaDcZYi3JbpNVqUV1dDS8vL4PyP/74A+PHjxfEfa+1nKGhoQEajUaQHX8IIYSYF3UjIEZpbGxEeno60tLSoNVqDba5uLgIoiLlxx9/RHR0NHbs2GFQ7uHhIYgGJJ1Oh5ycHKSlpeH6tl8vLy9BJKbEPGiqIEKILdNqtcjKysKVK1daTKPg5OQkiAakv//+G4MHD8Yrr7xiUG5nZ4fbb7/d5vMexhiKiopw5coVaDQag23u7u4Wa0ACAIlEglE3j0b0oJEoUzkgKbscZSoHRA8aSQ1IhBBCDDDGUFBQgMuXL0OpVBpss7e3F0QDUkZGBm699VY88sgjLb6nT5o0SRD3vYqKCly+fBl1dXUG5U5OTtSARAghBACNROr2zNFDqKysDLm5udDpdACa1tyJiIgwZ5gWVVlZieeffx7ffPMNgKZGo8uXL0MqlfIcmfFqamogl8u5dRiCg4MREhLCc1SELzRVECHEEsyRMyiVSsjlcm6tLFdXV8TExNh8o4ueSqXC66+/jvXr10On00EkEuH48eMYM2YM36EZrbGxEXK5nFt/ysvLC7169eI5KkIIId2JOXKG+vp6yOVyruHC3t4ecXFxgmh0AZoawL744gssWrQItbW1AIBPPvkE8+fP5zky42k0GuTk5KCyshJAU6NRbGwsTVtHCCGkBWHcnQkv1Go1srOzoVAouDIHBwdBzUd8+PBhzJo1y2BByNtuuw0uLi48RmU8fc+soqIirszOzs6sC2AT4YmKikJRYQFOJSS1OlVQVFQU3yESQnoYnU6H/Px8lJSUcGVisRj+/v6CaUBKSkrCjBkzcPHiRa5sxIgRCA4O5i8oE5WWliIvL4/r+AMAjo6OYIwJ5vdACCGke2OMoaSkBPn5+dzIHZFIBH9/f0GMVgaAwsJCzJkzB7/++itXFhkZif79+/MYlWkUCgWys7O5jj8A4Ozs3GI0FSGEEAJQIxJpQ1VVFbKzsw2mQPH19UV4eLggEru6ujosX74cH374IVfm6emJjz76CI899pggKlLq6+uRlZWF+vp6rszV1RUymcxgfQbS8+inCsrMzESOPBO52eVwdnVD9KCRiIqKEkzvPUJI91BbWwu5XG4wdZ27uztkMpkgpqHRarV499138dJLL0GlUgFo+pxdtWoVXnzxRUF8prbV8ScyMpKmoSGEEGIzrh8tCzSNfomMjBRMR89du3Zh/vz5qKio4MqefvppvPPOO3B3d2/nSNug0+mQl5eH0tJSrkwsFkMqlQqqwzAhhBDrsv1vxcSqtFotcnNzUV5ezpVJJBJERES0WCTSVp09exYzZsxAeno6VzZhwgRs3boV4eHhPEZmnLZ6ZgUHByMoKEgQDWDE8iQSCaKjo2naOkIIbxhjKCwsRGFhIVdmZ2eH0NBQwYxAysrKwqxZs3Dy5EmurF+/ftixYwduuOEGHiMzXmVlJbKzsw3WrPTz80NYWJggOv4QQgjpGa6fJh8AAgMDERISIojp066fJh9oin/Lli2YOnUqj5EZ7/pp8oGm6f4jIiIE0fGHEEIIf6gRiXAYY0hNTTXoSezl5YWIiAhB9MIFmnoFTZ8+natIcXZ2xttvv41nnnlGEIkpYwxXr15FdXU1Vya0nlmEEEJ6hszMTFRVVXH/F9po2QsXLmDMmDFcb2iRSITFixdj9erVgnkOOTk5Bj2J7e3tERERAU9PTx6jIoQQQgwVFBQYdDpxcHCATCYTxMgdACgvL8egQYMMpsl/4IEH8Mknn8DPz4/HyIxXUlKC3Nxc7v92dnYICwuDv78/j1ERQggRCtuvVSdWo5+HGGgaziyTydCrVy/BNCABwLhx47gkbsSIEbhw4QKee+45QTQgAU2/g+aNRYGBgYiNjaUGJEIIITYnICAAQNO9KyQkBDExMYJpfAGA/v37IzY2FgAgk8lw/PhxbNiwQVDPwdXVlXvs7e2NuLg4akAihBBic3x9fbnv5H5+foiLixNMAxLQFP+ECRMANHW0/eabb7Bz507BNCABgJubGzdK3NXVFbGxsdSARAghxGjCaR0gVuHv7w+1Wg1/f39BDmf28/PDli1bkJCQgJUrVwqqAUwvJCQEDQ0NCAwMFFRiTQghpGdxd3dHWFgY3NzcDBozhMLe3h47duzAu+++i7fffhseHh58h2QyX19f1NTUwN3dndYxIIQQYrMcHR0REREBOzs7wUyTf70PPvgAALBmzRqEhYXxHI3pXFxcEBISAsYYTZNPCCHEZCKmX3SFdEtKpRKenp5QKBQGlSP6dQx0Op0gEyAAkMvlWLJkCTZv3ozAwEC+w+mUyspKaDQa6gFECCGEd23lDEDTNC5VVVWIiooSZKVDVVUVFi5ciGeffRbDhg3jO5xOqa2thUKhQEhICN+hEEII6eHayxmqq6tRWFiIXr16CXJtPpVKhdWrVyM2NhaPPvoo3+F0SmNjI4qLixEeHi7IvI0QQojtEd4wDdJlDQ0NyMrKQl1dHQDA09NTUCNeGGPYtm0b/vOf/6C6uhoqlQp79+4VVHKk1WqRk5ODiooKiEQiuLm5wdnZme+wCCGEEANqtRo5OTnc2kelpaXcNHZCceTIEcyePRu5ubk4c+YMEhISBHXP1Xf80a8l4eLiIthe3IQQQrovnU6H/Px8lJSUAADy8vIQERHBc1SmuXLlCmbOnInz58/D09MTY8aMEVyn27KyMuTm5kKn08He3h7BwcF8h0QIIaQbEMZCMcQsGGMoKSlBcnIy14AEAPX19TxGZZri4mLce++9ePLJJ1FdXQ0ASExMRFFREc+RGU+pVCI5ORkVFRUAmn4v+seEEEKIraiqqkJycjLXgAQ0dUQRirq6OvznP//BxIkTuYWk8/PzcfnyZZ4jM159fT1SU1MNFiMvKyvjMSJCCCGkpdraWqSkpHANSEDTaBidTsdjVMbT6XTYtGkThg4divPnzwNoek5//vknz5EZT61W49q1a8jOzuZe9/LycsH8DgghhNg2GonUQ6hUKly9epVreAEAJycnyGQywaxjsHv3bsybNw+lpaVc2axZs/Dee+8JYhHp63tmAYBYLEZ4eDh8fX15jIwQQgj5l1arhVwuR3l5OVcmkUgQEREhmBEw586dw4wZM5CWlsaVjR8/Hlu3boVUKuUxMuPoO/7k5+dDP/O0SCRCcHAwgoKCeI6OEEIIacIYQ0FBgUFnB5FIhLCwMPj7+wtithC5XI5Zs2bhxIkTXFlcXBx27NiBIUOG8BiZ8SorK5GTkwONRsOV+fn5ISwsDHZ21HecEEJI19HdpIdITU01aEAKCAhAbGysIBqQFAoFZs2ahfvvv59rQPL398fu3buxdetWQTQgtdYzy93dHXFxcdSARIgVjR07FiKRCMuXL+c7FEJsVmpqqkEDkpeXF+Li4gTRgKRWq/Haa6/hpptu4hqQnJyc8P777+PQoUOCaEBqbGxEeno68vLyuAYkJycn9O3bF8HBwYKokCOkO6CcgZCOpaenGzQgubi4IC4uDgEBATZ/v2KM4auvvsLAgQO5BiSRSIRFixYhISFBEA1IWq0WWVlZyMzM5BqQJBIJevfujYiICEGuSUWIUFHeQLo7akTqIbRaLQDA3t4effr0QXh4uCB6pBw/fhwDBgzA9u3bubJ77rkHSUlJuPfee/kLzEj6nlmpqancFEAikQjh4eHo06cPHBwceI6QEH5oNBps2LAB/fr1g5OTE3x8fHDPPffg0qVL7R532223wc7ODsePH7dOoDw4f/48XnjhBQwePBgeHh4Qi8VwcXGBTCbD1KlTcfjwYb5DRE1NDebMmSP4OdYLCwvh4uICkUiEWbNmGX1cV59/dnY2Fi1ahP79+8PDwwOOjo6IjIzEU089hStXrnTqnOakUqkAAHZ2dpDJZOjVqxfs7e15jqpjaWlpuOmmm/DGG29wec+wYcNw4cIFvPDCC4LIe8rKypCcnIyamhquLDAwELGxsXBxceExMkL4QzlD2yhnMK9Zs2ZBJBIZ/TN27FiD42tqavDRRx/htttuQ1BQEBwcHODu7o7hw4djzZo1Bp06TXXw4EHcf//9CA4OhoODA/z8/HD77bfj+++/5zoc8KH5NPnBwcHo27cvnJyceIvHWKWlpbj33nvx1FNPcb+XiIgIHD16FO+8844gnoNSqcSVK1cMpsb38vJCv379BNHRlhBLobyhbZQ3mFdX8wa9q1evYsGCBYiKioKTkxMCAwMxdepU/P77752O7cCBA7j33nsRFBQER0dHhIaGYvr06YiPj+/0OcFIt6ZQKBgAdvz4cZaVlcU0Gg3fIZnk22+/ZQAYAObu7s62bt3KdDod32EZTavVssuXL7P4+HgWHx/PkpOTWX19Pd9hEcIrnU7H7r33Xu5vOyQkhDk4ODAAzNXVlV26dKnV4z7//HMGgC1YsKDT17711lsZAPbiiy92+hyW0tjYyObOnctEIhEDwOzs7FhgYCCLiopinp6e3Ov1n//8x+Rzb926lQFgERERXYpRrVazrVu3spCQEAaABQYGdul8fJs3bx73uj7xxBMd7m+O5//NN98wJycnBoCJRCIWHBzMvL29uTgcHBzYt99+24ln03XNc4a0tDTW2NjISxyddf78eSaRSBgAJhaL2apVq5hKpeI7LJOkp6dzOcOlS5eYUqnkOyRCeEU5Q+soZ7CM5cuXs5iYmA5/xGIxA8AWLlxocPyTTz7JvfZBQUFMKpVy9yUALDIyksnlcpNi0ul07KmnnuLOIRaLWXh4OLO3t+fKpkyZwurq6sz5UnSoec6QlJTEampqrHr9riopKWEBAQHcazh79mymUCj4Dsskubm5XM5w4cIFVlZWxndIhPCO8obWUd5gGV3NGxhj7Oeff2YuLi5cXUBERARXXwCAvfrqqybFVF9fz6ZNm8Yd7+npyWQymcH35M8++6xTz5cakbo5fXJnarJqSx5++GE2duxYwT6H6upqlpCQwPLz8wXVAEaIpXz//fcMALvhhhtYRkYGY4yxhoYGtmDBAu6L8PVyc3OZh4cHi4iI6FKlqi0ndvoGDScnJ/bBBx+wyspKg+1ZWVlsw4YNbN26dSafu6uJXWZmJlu7di2TSqVcMiKUxK4t586dY3Z2dkY1Ipnz+d96663M3d2drV27lhUXF3PlV65cYWPGjOGSx2vXrnXmaXWJPme4evWqYO9Xb775Juvbty87d+4c36F0SmNjI7tw4YIgO/4QYgmUM7SOcgb+HD9+nAFgPj4+rKKiwmDbokWL2FtvvcUKCwu5MrVazXbs2MHc3NwYAHbHHXeYdL2PP/7YoCJJ31jU2NjI3nnnHS6XWbZsWdefnAn0OcOVK1eYVqu16rXNZc+ePSwgIIDt2bOH71A6RavVsqSkJEF2/CHEUihvaB3lDfxpL2+4fPkyc3Z25hrw9J0Zampq2JIlS7jXYu/evUZfb/bs2Vzj0fbt27l7dElJCdfZxc7Ojv3zzz8mPxdqROrm9MmdEHrVqFQq9vPPP7cor6mpEUxi2tjYyBoaGlqUC60nNCGWpO8ZlJiYaFCuUqmYVCpljo6OLf5mpkyZwgCwP/74o0vXttXETi6Xc5UAP/30k9nP39XELiIiwqC36+rVqwWd2DU0NLABAwYwR0dHNnLkyA4bkcz5/J999lmWnZ3d6raKigoWHBzMALClS5eafO6uElLOoNPp2M8//9zis0KtVlu9N3ZnaTQaVltb26KccgZC/kU5Q0uUM/BHp9OxYcOGMQBs06ZNrW5vywcffMCNQr6+8q49w4cPZwDY9OnTW92ur2Ty9/c3+pzmIKScgTHGjh07xkpKSlqUC2XEr06nY9XV1S3KVSqVYDv+EGIJlDe0RHkDfzrKG+68804GgD3wwAOtHn/fffcxAGzgwIFGXe/ChQvca/nrr7+2us+DDz7IALBx48YZ/0T+n+1PDk96hLS0NNx88824//778dNPPxlsc3V1FcQ6BuXl5bhy5QrkcnmLeamFsJYEIdaSlpYGDw8PDBw40KDc3t4eQ4cORWNjI8rKyrjy7du349dff8WcOXNw2223WTtcq0hISIBOpwMATJkyhedoWnJycsJ9992HP//8EwcOHEBYWBjfIXXJSy+9hMuXL2PFihWIiYnpcH9zPv8PPvgAUqm01W3e3t647777AAAXL17s9DW6u5KSEtx///24//77sWbNGoNtEokEzs7OPEVmvOrqaiQnJ+PatWvcQth6lDMQ8i/KGVqinIE/u3btQnx8PKRSKZ555pkW20UiUZvHjhkzBgDAGDNY964j+vVuRo4c2er2W2+9FQBQVVXF69pItqq+vh4LFy7EuHHjMG/evBavkbu7O0+RGa++vh6pqalIT09HfX29wTZ7e/t233eE9DSUN7REeQN/2ssb8vPzceDAAQDAqlWrWj1+xYoVAIBLly4hJSWlw+v98MMPAIBbbrkFkydPbnWf119/HQBw/Phx5OXlGfU89Gy/Zp50azqdDh9++CEGDx6Mc+fOAQCeffbZFsmRLVOr1cjIyIBcLodOp0NNTQ1KS0v5DosQm6XT6dr8kqv/23d0dAQAFBUVYeHChQgLC8PGjRutEl9eXh6WL1+OoUOHwtvbGw4ODggJCcE999yDn3/+ucMv6P/88w8ee+wxhIeHw9HREUFBQXjwwQdx4cIFpKamcosqpqamcsc0//KXmZlpsefWWYmJifj5558xevRovkPpshMnTuDdd9/FwIEDsXLlSqOOMefz76hThKurKwBApVJ1+Vrd0b59+zBgwADs2bMHAPDmm2/a5N9MW3Q6HXJzc5Geng6VSgW1Wo38/Hy+wyLEZlHOQDmDrdBqtXj11VcBAC+//DL3vjNWXV0dAMDFxQWhoaFGH6dvPDp58mSr2/ULwI8cOZIaE64THx+PIUOG4L333gMA7N69G7/++iu/QZmAMYbi4mKkpKSgrq4OjDFkZ2fzHRYhNo3yBsobbEVHecMvv/wCxhj69OmDfv36tXqO4cOHIyAgAABw9OjRDq955coVAMCQIUPa3Cc2NhbBwcFgjOH06dNGPRc9iUl7E2JGubm5ePLJJ3H48GGuLCYmBjt27BBEL2KgqcdXdna2QS9iX19f+Pr68hgVIbatV69eSEtLw5kzZ3DjjTdy5VVVVThz5gxCQ0Ph4+MDAFiwYAEqKyvxv//9D56enhaPbevWrXjmmWfQ0NAAAAgKCoKnpycKCgqwb98+7Nu3D3fddRe+++47rrK/uTfeeAOrVq0CYwx2dnYICQmBVqvFjz/+iH379mH9+vWtXnfUqFGwt7eHWq3GE088gSNHjsDDw8Ok2JOSktrcpq+kVqvV7e4XFhYGLy+vFuWmVpTYqpKSEjz++ONwcHDA//73P6NHfFjz+esT+4iICKtdUwiUSiUWLlyIr776iivz8/PD559/jqioKB4jM15tbS3kcjn3+QI09YAODg7mMSrSE2g0GmRmZiJHnon62ho4u7pBKotCVFQUJBLb/jpIOUNLlDPw47vvvkNaWhrCwsLwxBNPmHz8hx9+CACYP3++SY09b7zxBv744w/89NNPePHFF/Hyyy/D3d0djY2NeO+997Bp0ya4urpi06ZNJsfUXanVaqxduxarV6+GVqsF0NTTff369W32zLY1KpUKcrkc1dXVXJmTkxPCw8N5jIoQ20d5Q0uUN/Cjo7xBP/PI8OHD2z3PkCFD8Ntvvxk0DLZFrVYDQIuZLq7n7++PwsJCJCcnd3hOAyZPgEcExRbnKtbpdGzHjh3M09PTYNG0F154odW1AWyRRqNhWVlZLD4+nvu5ePGiSfNbE9JT7dixgwFgvXv3ZkeOHGE1NTXsypUrbOLEiQwAW7VqFWOMsW+//ZYBYDNnzjTbtdubp3jnzp3c59HMmTNZVlYWt626upq9//77zNHRsc156b/66ivu+GeeeYYVFRVx25KTk9nYsWOZRCLh9klJSTE4/vXXX+e2hYaGsm+//dak9eCaf5529mfr1q1GXUs/77E55ikeP348i4mJMfpn/PjxnbqOSqVit9xyCwPAPvnkE678iSee6HBNpOuZ8/k3V1FRwTw8PBgA9u2335r13MawxZyBsabFSJvPlQ2A3X333QZ/Y7ZMp9Ox/Px8g5whISGBFRUV0ToGxOLUajU7cfwY+2Xndnbh2F6WmXCUXTi2l/2yczs7cfwYU6vVfIfYLsoZKGdozlo5w/V0Oh2Li4tjANi7775r1DFqtZoVFRWx/fv3s9tvv50BYHfddVer69p0JDU1ld10000MABOLxSw8PJzZ29szAKxfv37s7NmzJp+zq2w1Z0hJSeHWkdL/DB06lCUnJ/MdmtHKysrY+fPnDfKGnJwcwawTTQifKG+gvKE5W84bxo0bxwCwl156qd1zzZ07l/v+25EFCxYwAGzIkCFt7tPY2MjVxz/33HMdnrM5akTq5mwtuSstLWXTpk0z+CAJCwtjhw4d4js0oymVSnbp0iWDpO7q1au0EDYhRtLpdOz+++9vNbEYP348a2xsZCUlJczPz48FBQWxiooKs127rcSutraW+fv7MwBswYIFbR7/ww8/cLH+/fffXHl9fT3z9fVlANjzzz/f6rENDQ3shhtuaDOxY4yxt956i6sUAMD69u3LvvnmG6MSPKEmdtc3DnT009kFO5955hkGgD388MMG5bbSiKTT6dhDDz3EALDY2FheKnZtLWeor69nixYtYiKRiPv9u7u7s6+++kowjS/19fUsOTnZIGdITk5mdXV1fIdGeoi0tDT2y87trDIjgelK07mfyowE9svO7SwtLY3vENtFOQPlDM1ZK2e43r59+xgA5uvr22Gnx3fffbdFHIMHD2a7d+/u9L0rPj6ejRw5stXnGBcXx44ePdqp83aFreUMWq2Wvf/++8zJyYl7bcRiMXvttdcE8z1dpVKxa9euGeQMly5dYkqlku/QCBEMyhsob2jOlvOGQYMGMQDsnXfeafdcS5cu5d6/Hfntt9+459JWp9Rly5Zx+zz11FMdP5lmqBGpm7O15G7GjBkGf6AzZswQ1Oid+vp6g6Tu/PnzrLS0lO+wCBEcjUbDPvvsMzZx4kQ2YMAAdtttt7HNmzdzX/IefPBBBoDt3r2bMcZYbm4umz17NgsODmb29vYsMjKSvfTSS6yhocGk67aV2Ol7LLm5uXX4eTlkyBAGgD377LNc2ffff88AMBcXF1ZVVdXmsT/++GO7iR1jjF28eJHrsar/6d+/f5cqCPSJmLmSIkuNxLGUjz/+mAFgAwcOZDU1NQbbbKERSa1Ws6eeeooBYB4eHiwxMdEs5zWVreUMb7/9tsHfwa233mrQa8/WabVadvHiRYO8IT8/XzANYKR7OPT7QXbh2F6DBiT9z4Vje9mh3w/yHWKHKGegnIFvEyZMYADY4sWLO9x3+/btLCYmhvXq1Yur9APAQkJC2KZNm0weTXLixAmuYeSRRx5hycnJrLGxkWVmZrIXXniBiUQiZmdnx3766afOPr1OsbWc4eDBgwZ/BzExMbyM0OqKlJQUg5whKyuLaTQavsMiRHAob6C8gW/G5A29e/dmANjmzZvbPdcrr7zCALCbb77ZqGuPHz+eAWAODg5s1apVLC8vj6lUKpaamspmzpzJRCIRCwkJYQDYf/7zH1OeFjUidXe2ltwVFBQwHx8f5uvry3788Ue+w+mU7OxsFh8fz1JTU02+qRBCOvbTTz8x4N9h3FlZWSwwMJBJJBL20EMPsYULF3K9bCZPnmxShWxbiZ1+iPCdd97Z4TlWrFjBALARI0ZwZc8//zwDwO644452j01PT+8wsdM7efIkN+weALOzs2MrVqzoVAV0T07sfv75Z2ZnZ8f8/f1ZZmZmi+18NyLl5OSw0aNHMwAsODiYnTt3rsvn7CxbyxkaGhpY//79maOjY6cq3mxBSUkJi4+PZ0lJSS0aMAmxhn0/72KZCUdbbUTKTDjK9v28i+8Qu4RyhiaUM1hOamoqE4lETCQSsfT0dJOPLykpYZ999hlXYTNx4kTW2Nho1LHV1dVcQ9SyZcta3efDDz9kAJiTkxPLz883Ob7OsrWcQafTcTOeCGma/Oaqq6tpmnxCLIzyhiaUN1iOsXlDTEwMA8Def//9ds+nHzk0adIko65fWlrKbr755jZHW73yyits8uTJDAB79dVXTXpudiDEgmpqagz+HxwcjN27dyMpKQnTpk3jKSrjMcZalIWFhUEqlSI6OrrbLgBHCF8qKirwzDPPICAgAB988AEA4L///S+Ki4tx8OBB/PDDD9i0aRPOnTuH++67DwcPHsS+ffu6fF39YpBRUVEd7qtf0LakpIQry87OBgD07t273WPt7e2NjumWW27BoUOHcOzYMcTGxkKn02HdunV4/fXXjT5HT3fq1Ck8+uijcHR0xL59+xAZGcl3SAZ+/vlnDBo0CKdOncLEiRNx/vx5DBs2jO+weHN9zuDo6IjvvvsOCQkJWLhwIezsbD9tvT5v8Pf3h1QqRWxsbKsL5BJiac6ublAoq1vdplBWw9nVzcoRmQ/lDP+inMFyPv74YzDGMH78ePTp08fk4/39/TF37lz8/fff8Pb2xuHDh/HRRx8ZdeyWLVtQXl6OoKCgNn+Xzz77LAYOHIiGhga89957JscnVNfnDCKRCJ9++ikOHz6M999/Hy4uLjxFZrzrcwY3NzfIZDLExcW1uvg8IaRrKG/4F+UNlmNs3uDu7g6g5f3setXVTXm8p6enUdf38/PDyZMn8d133+HBBx/EDTfcgOHDh+Pxxx/HkSNH8MYbb6C4uBgAEB0dbdQ59Wz/2zgRpIaGBixbtgxxcXGorKw02DZmzBgEBQXxFJnxGhoakJaWhtLSUoNyOzs7+Pv7QyQS8RQZId3XCy+8gOLiYnz00Ufw8/NDdXU19u/fj9tuuw0TJ07k9hOLxXjllVcAAAcOHOjyddVqNQAYVUmt/9tvvm9dXR0AdNiw3FrDdEfGjh2L8+fP47bbbgMArF27tsXnEmndq6++ioaGBtTX1+Omm26CSCRq8bN9+3YAwPbt27kyuVxu0bh0Oh0WLVqEadOmob6+Hu+99x7++OMPQdwbLUGn02Hz5s2QSqW4cuWKwbb+/fujX79+PEVmPI1Gg4yMDOTm5rbY5u/vL4gGMNI9SWVRyCutatGQpFBWI6+0ClJZxxUatopyhpYoZzAvjUaDb775BgAwc+bMLp1LKpVy5/jxxx+NOubMmTMAgFGjRsHJyanVfUQiESZMmAAA+Pvvv7sUo1D88ssv6N27N/bs2WNQ7ufnx70Wtkyn0yE3Nxfp6ekt/s59fX1NqggmhBiP8oaWKG8wL1PyBn2DYU5OTrv76beb0uBjZ2eHRx55BDt37sT58+dx9uxZ7NixA+PHj4dGo0FycjIA4IYbbjD6nAAgMWlvQoxw8eJFzJgxA0lJSQCA5557jvsjEgLGGEpLS5Gfnw+dTof6+np4eHjQqCNCLGz//v345ptvMG3aNDz44IMAgPT0dGi1WgwYMKDF/jExMQA6vukaIzAwEACMajzQVxKHhoZyZR4eHgCAwsLCdo/tbELm5OSEjz76CDExMVCr1Th16hTuu+++Tp3L1kyYMIHrnWWM0NBQHDlyxKh9dTpdZ8OyGJ1Oh0cffRQ//PADevfujZ9//rnV93dPkZeXhyeffBKHDh0CAMyYMQP//PMPHBwceI7MeFVVVcjOzoZGowEAeHl5cZ8JhPAtKioKRYUFOJWQhDB/L3h6uHMNSB4BUqN6xdoiyhnaRjnDv0zJGVpz9OhRlJeXQyKR4K677ur0efT0f28VFRVG7a/vjNlRo4J+e1lZWReis31KpRKLFi3Cli1bAABz587FqFGjEBAQwHNkxqurq0NWVhYaGhoANI020H+mEEIsh/KGtlHe8C9r5g39+/fH7t27cfHixXb30283tcGnLYcOHUJDQwMiIyMRFxdn0rHUiETMRqPR4O2338aqVau4lnYHBwcMHjwYjDFBjNxRqVSQy+XccEGgKSnXarU8RkVI91dVVYV58+bB19cXmzdv5sobGxsN/m1OqVQCACSSrt/KbrrpJuzYsQPHjh1DTU0N3Nzant7njz/+ANA0qlKvf//++Pnnn3Hs2DFoNJo2Y+pKQiKVSjt97KxZszBr1qxOH29JGRkZ3BB9Y+i/dBvj+PHjHe4za9YsbN++HU888QS2bdtm9Lk7a82aNfjhhx8wYMAAHDt2DL6+vha/pi1ijOHbb7/Fs88+C4VCwZWPGjVKMPdcrVaL3NxclJeXc2USiaRTvQAJsRSJRIJRN49GZmYmcuSZyM0uh7OrG6IHjURUVJRZ7qHWRjlDxyhnaGJKztAa/YihcePGwdvbu0vnAoCsrCwA//Y+7oh+Gt7ExMR294uPjzfYvzs6efIknnjiCYNK2BtvvJG/gEzEGENRUREKCwu5PEE/Ap4QYlmUN3SM8oYm1swbJk2ahNWrVyMhIQGFhYUIDg5usc/FixeRn58PJycnTJo0qUux6W3cuBFA50ZY09waxCyuXr2KMWPG4KWXXuIakAYNGoT4+HgsXbpUEMlRRUUFkpOTDRqQ/P39ERcXJ4g5lQkRskWLFqGgoAAffPCBQW+8iIgIAMCff/7ZomL22LFjAIC+fft2+foPP/ww3NzcoFAosHLlyjb3++mnnxAfHw+JRII5c+Zw5fqeOoWFhW3Oc19QUIBNmza1uu3q1atcotqWo0ePAmj6wjlw4MB29xUSuVwOxpjRP5aeas6SKioqsG7dOohEInz//fc9tgGprKwMDz30EB5//HGuASk0NBS///47PvroIzg7O/McYceqq6uRnJxs0IDk6emJuLg4o+erJsRaJBIJoqOjMXHSHbjrvgcwcdIdiI6OFmQDEkA5A+UM1skZGGPcdGn33ntvh/uXlpa2OwI6Pz8fX3/9NQDg/vvvNyoG/XslNTUV3377bav7/Pbbb9zvu7v0HG+uoaEBS5YswdixY7nfp5ubG7788kvs27dPEKOQGhoakJqaioKCAu6zycXFBbGxsYKInxCho7yB8gZbzBtGjRqF3r17Q6PRYN26da3us2bNGgDAY489xq2h1BUbN27E0aNHERgYiIULF5p+Aka6NYVCwQAwhUJhkfPrdDr28ccfMxcXFwaAAWB2dnZsxYoVrLGx0SLXNDe1Ws0yMjJYfHw895OYmGix14wQYuj3339nANjdd9/d6vbhw4czAOzFF19kKpWKMcbYhQsXWHh4OBOJROz8+fNGX+vWW2/lznW9zZs3c59js2bNYnK5nNtWU1PDPvzwQ+bk5MQAsDfffLPF8dOmTWMAmFgsZm+99Rarra1ljDV9Th4+fJj16tWL9evXj7tGSkoKd+zWrVtZUFAQe/XVV1liYiLTarXctoaGBrZz507m7+/PALCHHnqo1ed2+fLlLv9UVlYa9Tpu3bqVAWCBgYFG7W/LnnjiCQaAPfHEE0YfY8zzz8jIYL1792Z9+vRhGRkZjDHGfvjhBwaASaXSroZtEZbOGRhjbP/+/SwoKIj7OwDAHn30UVZRUWGxa5qTVqtlubm5BjnD+fPnWWlpKd+hEdIjUM5AOYO1JCYmcq9/UlJSh/tv3bqV3XjjjezHH39k1dXVXHldXR3btm0bk0qlDAAbNGgQ997Uay1n0Js8eTIDwNzc3NjHH3/MHatWq9mWLVuYp6cnA8D69+/f4ryWZI2c4fz58wZ/BwDYLbfcwjIzMy12TXPS6XSsuLiYJSQkGOQN+fn5TKfT8R0eIT0C5Q2UN1iLqXkDY4z9+OOPDAATiURs9erVrK6ujjHGWHV1NVu8eDEDwHx8fFheXp7Bce3lDV988QU7efIk02g0XFl6ejp78sknGQAmkUjYgQMHOvUcqRGpm7N0cvfAAw8YJHW9evVip0+ftsi1LKG2tpZdvHjRIKnLzMxkarWa79AI6RGUSiWTSqXMy8uLFRQUtLrPP//8w5ydnRkA5uTkZFABvXLlSpOu115ixxhj69atY3Z2dtz5g4ODmUwmYw4ODtzN/aWXXmr1i19FRQUbMWIEd6yjoyOLjIxkXl5eDAAbMGAAO3fuHLc9PT2dO1afKOl/nJ2dmUwmYzKZjNnb23Pld955J1Mqla3G3vz4zv5s3brVqNdRqIldayzViLRx40budd24cSNjjLH169dz7+OYmJgOfz788MOuPj2TWDpneP311w3ebz4+PuyHH36wyLUsQaVSsaSkJIOcITU1lTU0NPAdGiE9AuUMTShnsI5PPvmEAWDu7u5GVfhv27aNe23EYjELCwtjISEhTCQSceWjR49mRUVFLY5tLWfQUygUbOLEidx2FxcXFhUVxdzc3LiyQYMGsZycHLM9d2NYOmf4/vvvmUQi4Z6jg4MD27Bhg0GlmC3T6XQsLS3NIGe4fPkyq6mp4Ts0QnoMyhuaUN5gHabmDXrNvyPrfzeOjo4MAPP29mZ//vlni2PayxvuueceBjQ1FkmlUubn52fw/Xv37t2dfo40nR3pkttvv517vGDBAly8eBGjRo3iMSLTODo6ws6u6c9AIpEgKioKkZGRgp3egxChWbp0KXJycvDuu++2Ogcs0DTf+alTpzBlyhQ4ODigqqoKQ4cOxfbt27nhveayfPlyXLp0CXPnzkWfPn1QVVWF4uJiSKVSzJkzBxcuXMCbb77Z6hSd3t7eOHnyJDZt2oShQ4dCIpGgtLQUERERWLduHc6cOWMwTVfzKa+mT5+O//3vf3jiiScwcOBA2NvbIycnB+Xl5YiOjsZTTz2FI0eO4JdffjHLMGZieffccw+ioqLQq1cv3HPPPQD+nWO5oaEBaWlpHf50twWyJ0yYwN1zp0yZgqSkJDz00EM8R2U8iUTC5QcikQhhYWGIjo6Go6Mjz5ER0jNQztCEcgbruHTpEgAgNjbWqKnZp0+fji+++AKTJ09GYGAgiouLUVFRAalUigcffBB79uzByZMnDaZS0mstZ9Dz8PDAH3/8gR9++AFTp06Fm5sbcnJy4ODggHHjxuGzzz7D2bNnjV5nSShuvvlmbt2QwYMHIyEhAUuWLIFYLOY5MuOIRCI4OTlx/w8ICEBcXBxcXV15jIqQnoXyhiaUN1iHqXmD3quvvorDhw9j6tSpcHV1RVFREcLDw/Gf//wHly9fxujRo1sc017eMHv2bC4XKSoqAmMMw4YNwxtvvIGUlBSjptpri4gxWv23O1MqlfD09IRCoYCHh4fZz88Yw9y5czFt2jTccccdZj+/NSiVSpSUlCAiIgL29vZ8h0MI6cYOHDiAO++8E87OzlAqldRgTWyKpXMGAFi9ejUCAwPx9NNPC2K9xOs1NjZCLpdDKpUKYu0mQohwUc5AbJk1cobvvvsOSUlJeO211+Dg4GCRa1iSVqtFRkYGgoKCLPYaEUKIHuUNxNLoHUWM9ttvv+H06dNYvXo1VyYSifDFF1/wGJXxdDodioqK4OfnZ5CEenh4UFJHCLGK/fv3AwBGjBhBSR3p1hITE7F582Z88sknBr2GX3nlFR6jMk1paSmcnZ25ntBA0wjmmJgYHqMihPQUlDOQniI/Px8rV67E+++/Dy8vL658+vTp/AVlIoVCAa1WCx8fH65MLBYjOjqax6gIIT0J5Q3E0uhdRTpUU1ODpUuX4tNPPwUAjBo1CpMnT+Y5KtPU1dVBLpejvr4etbW16NOnD98hEUK6GZ1Ox03V1Zrz589j69atAJqGGBPSHWm1WmzYsAGvvvoq1Go1+vTpg6VLl/IdlklUKhWys7OhVCrh6OiI2NhYwUyfQwgRBsoZCGma1eT777/HM888g6qqKjDG8PXXX/Mdlkm0Wi3y8vJQVlYGOzs7uLq60jS3hBCzo7yB2AJaE4m066+//sLgwYO5BiQA2LlzJ48RmYYxhqKiIqSmpqK+vh4AUF1djbq6Op4jI4R0N/fffz9efvllXL58Gc1niq2srMTmzZsxbtw4NDY2YtSoUXjsscd4jJQQy7h27RrGjBmDFStWQK1WAwB27doFrVbLc2TGq6ioQHJyMpRKJYCm6esUCgXPURFCuhvKGUhPV15ejkceeQSPPvooqqqqAABHjhxBaWkpv4GZoKamBsnJydwaljqdrtutZ0kIsQ2UNxBbQGsi2ZAjR45gx44d+Ouvv5CXlwe1Wg0PDw/06tULt956K5YuXYqAgACTztnZuYobGxuxatUqvP3229DpdAAAFxcXvPPOO5g3b54g1jFobGxEVlYWamtruTJnZ2dERkbSOgaEELMbPXo0Tp8+DQBwc3NDQEAAGhoaUFhYyCV6Y8eOxc6dO+Hv789nqIS0qrM5A2MMn332GRYvXsx10rCzs8OyZcuwatUqQfTI1Wg0yMnJQWVlJVdmb28PmUxGU94SQsyOcgYidF1ZE+ngwYN48sknUVRUxJVNnz4dmzdvhre3t7lDNTudToeCggIUFxdzZXZ2dggPD4efnx+PkRFCuivKG4gtoEYkG1BUVITZs2fjt99+a3e/gwcP4o477jDp3J1J7i5duoQZM2bg0qVLXNlNN92Er7/+Gr179zbp+nwpLS1FXl4e1wAGAEFBQQgODm53CCghhHRWZmYmvv/+exw8eBC5ubkoKiqCRCJBYGAgbrzxRjzyyCO46667BNEIT3qmzuQMBQUFeOqppwxymKioKHz99de4+eabLRWqWSkUCmRnZ3OjpwDAx8cH4eHhNJ84IcQiKGcgQteZnKGmpgZLlizBZ599xpV5e3vjk08+wcMPP2ypUM2q+TT5em5ubpDJZILoNEMIESbKG4gtoEYkniUmJmLixIncsGeJRILx48cjOjoaTk5OyMvLw+XLl3HlyhWLNyJptVq88847eOWVV6BSqQA09cJ9/fXXsXTpUkFUpKjVasjlcm4aGqBpEWyZTGawMDYhhBBCDJlaIfTDDz9gwYIFBqN35s2bh40bNwrintt8HQM9sViMiIgIQfSEJoQQQvhias5w+vRpzJw5E5mZmVzZ5MmT8eWXXyIkJMSSoZoFYwzFxcUoKCjgev2LRCKEhoYiICCAKm4JIYR0e7bfKtCN5eTkYMqUKVzlxYwZM7Bx48ZWp6y7fPkyvLy8LBqPSCTCr7/+yjUg9e/fHzt27MDgwYMtel1zqq2tNWhA8vf3R2hoKC2ITQghhJjZn3/+yTUgBQcHY8uWLZg8eTLPURlPpVKhvLyc+7+HhwdkMhns7e15jIoQQgjpfpKSkrgGJBcXF2zatAlz584VTOOLTqdDSUkJ14BE0+QTQgjpaWgkEo8mTJiAo0ePAgDeeustLFu2zOzXMLWHkFwuxw033IC5c+fijTfeEOSQbP1IpIiICHh6evIdDiGEECIIpuYMtbW1uOGGG3DDDTfg448/hq+vrxWiNC99r+KwsDCaP5wQQggxkqk5A2MMU6ZMgVKpxPbt2wUzTX5zSqUSV69eRVBQEEJCQgTTAEYIIYSYAzUi8WTPnj247777AACPP/44duzYYZHrtJfcFRYWori4uMVIo/LycsFUBNXV1cHFxcWgTKvVgjEmiOn3CCGEEFvRXs5QW1uLhIQEjBkzxqBcSDlDfX09HB0dDdZGZIxBrVbDwcGBx8gIIYQQYWkvZ9BqtThy5AgmTZpkUF5VVQV3d3dBzBKiUqkgEolajE5ubGwUZEdbQgghpKvsOt6FWMK6desANC3CuGHDBqtff9euXejfvz/uv/9+VFdXG2wTQmWQTqdDTk4OUlJSDKaiAZrWM6AGJEIIIcQ8/v77bwwaNAiTJ0/GtWvXDLYJIWdgjKGoqAgpKSkoKCgw2CYSiagBiRBCCDGTjIwM3Hrrrbj99tvx+++/G2zz8vISRANSRUUFkpOTIZfLW2yjBiRCCCE9FTUi8eDq1as4e/YsAODhhx9GUFCQ1a5dWVmJxx9/HA89P0xNdgABAABJREFU9BAqKiqQlZWFVatWWe365lBTU4Pk5GSUlpYCAHJzc6FWq3mOihBCCOleVCoVXnrpJYwePRoZGRmoq6vDggUL+A7LJI2NjUhPT0d+fj63KHZtbS3fYRFCCCHdCmMMn3/+OQYNGoTTp08DAJ5++mk0NjbyHJnxNBoNMjMzkZWVBa1WC6VSya1fTQghhPR0NFyDBzt37uQeT58+3WrXPXToEGbPno38/Hyu7IEHHsCKFSusFkNXMMZQUFCAoqIirszOzg6hoaG0CDYhhBBiRpcvX8aMGTOQmJjIlY0cORIff/wxj1GZprS0FHl5edDpdFxZYGAgLYJNCCGEmFFhYSHmzJmDX3/9lSuLjIzE119/LZiROwqFAtnZ2QadU729veHl5cVfUIQQQogNoUYkHvz9998AmqZQGTFiBFd+7tw5XL58GcXFxfD09ES/fv1w8803m2VqtiVLluCLL77g/u/l5YXNmzdj+vTpglgQsr6+HllZWaivr+fKXF1dIZPJ4OTkxGNkhBBCSPfy/vvv480334RKpQIASCQSvP7661i2bJkgpotVq9XIzs6GQqHgyhwcHBAZGQk3NzceIyOEEEK6l927d2PRokWoqKjgyubOnYuNGzfC3d2dx8iMo9PpkJeXx81yAjRNjy+VSuHj48NjZIQQQohtETHGGN9B9DQhISEoLCxEVFQUMjIycPLkScybNw+pqakt9g0MDMSqVaswf/78Tl1Lv+BlcxMnTsTWrVsRFhbWqXNak37qmYKCAujfqiKRCMHBwQgKChJEAxghhBAiBK3lDP369cOOHTtwww038BSVaSorK5GdnQ2tVsuV+fn5ISwsTBDrMBBCCCFC0FrOEBQUhC1btmDKlCk8RWWampoayOVygyn3PDw8EBERQeslEkIIIdehRiQrq6qqgre3NwBgxIgRWLZsGR5++GGDyo7WzJo1C1999VWHjSaNjY0GSZBCoYBUKgUAODk5YfXq1ZgzZw7s7ISxHFZhYaHB9HVOTk6IiIiAi4sLj1ERQgjhk7u7O3UiMIP2cgYAeP755/Hyyy8LZsRvZWWlwSLY9vb2CA8Pb1HJRQghpOegnME8OsoZ7rnnHrz77rvw9fXlIzyT1dfXG3Ti1U+T7+fnx2NUhBBC+EZ5Q9uoEcnKMjMz0atXLwBATEwMioqKoFAo8Oijj+K5557DwIEDodVqceHCBbz33nvYs2cPd+zGjRuxePHids+/atUqvP7665Z8CoQQQgivSkpK4O/vz3cYgkc5AyGEkO6OcgbzoJyBEEJIT0B5Q9uoEcnKLly4gCFDhhiUffrpp5g3b16r+69YsQLr168H0NQampub226P2ut7CFVVVSEiIgI5OTnUE5d0ilKpRHh4OHJzc+Hh4cF3OESg6H1EzEH/PqqqqqJ7mhlQzkAsgT7vSVfRe4iYA+UM5kU5A7EE+rwn5kDvI2IOlDd0zPZXR+aRTCZDdnZ2p4+fOnUq9u/fb1BWW1tr8P+ZM2e22YAEAG+++Sb27duH5ORkVFdX44cffsDcuXPb3N/R0RGOjo4tyj09PenDlHSJh4cHvYdIl9H7iJgDDS83D8oZiCXR5z3pKnoPEXOgnME8KGcglkSf98Qc6H1EzIHyhrYJY2GcbsTZ2dng/0uXLm13f7FYjNmzZ3P/P3bsmEXiIoQQQgghhBBCCCGEEEIIaY5GIrXjvffeQ01NTaePDwsLa1HWvFXczc0N/fv37/A8N910E/e4KyOjCCGEEEIIIYQQQgghhBBCjEWNSO249957zX7O0NBQ2NnZQafTtRiV1JaAgADusamNWo6OjnjttddaHXpOiDHoPUTMgd5HxBzofWRZ9PoSc6D3Eekqeg8Rc6D3kWXR60vMgd5HxBzofUTMgd5HHRMxxhjfQfQ0ffr0wbVr1yAWi1FbW9vhG/Ty5csYOHAgAODWW2/F8ePHrRAlIYQQQgghhBBCCCGEEEJ6MloTiQcjR44EAGi1Wpw5c6bD/VNSUrjH0dHRFouLEEIIIYQQQgghhBBCCCFEjxqRePDggw9yj7/88ssO99+9ezf3eNKkSRaJiRBCCCGEEEIIIYQQQgghpDmazo4HKpUKvXr1Ql5eHuzs7HD8+HHccsstre577tw5jBo1ChqNBiEhIcjMzKT5GQkhhBBCCCGEEEIIIYQQYnE0EokHDg4OWLt2LQBAp9PhnnvuweHDh1vs9+eff+LOO++ERqMBALz55pvUgEQIIYQQQgghhBBCCCGEEKugRiSezJgxA08++SQAoLKyErfddhtGjx6NxYsXY/HixRgzZgxuvfVWlJSUAACefPJJzJ4926IxHTlyBLNmzUJ0dDRcXFxgb28PX19fjBgxAkuXLuViIQRoWtNr//79eOqppzB48GB4e3vD3t4ePj4+GDFiBF566SXI5XK+wyQ8u3LlChYuXIgBAwbAy8sLHh4e6NevH/773/8iOTmZ7/CIjYuPj8fSpUtx8803IyAgAA4ODnB3d0dsbCzmzp2Lf/75h+8QeyzKGYipKG8gHaGcgXQF5Qy2i3IGYirKGUhHKGcgXUE5Qycxwhu1Ws0WLlzIRCIRA9Dqj729PXvllVeYTqezWByFhYXsjjvuaDMG/c/BgwctFgMRluLiYhYdHd3he8bBwYG9/fbbfIdLeKDVatnrr7/OxGJxu59v77zzDt+hEht1zz33dPgZA4A9+uijrK6uju9wewzKGUhnUN5A2kM5A+kqyhlsE+UMpDMoZyDtoZyBdBXlDJ0n6aCNiViQRCLBpk2bMH36dHz55Zc4fvw48vLyIJFIEBERgdtvvx3z5s1D7969LRZDYmIiJk6ciLKyMi6m8ePHIzo6Gk5OTsjLy8Ply5dx5coVi8VAhKeiogLp6ekAAJlMhtGjRyM0NBSMMWRmZuLw4cOoqqqCSqXCsmXLYGdnh8WLF/McNbGmZcuW4Z133uH+P3bsWAwZMgR1dXU4dOgQMjIyoFarsXjxYri4uGD+/Pk8Rktskb73j7e3N8aMGYNevXrB0dERhYWFOH78ONf78Ntvv0V1dTX27dvHY7Q9A+UMpLMobyDtoZyBdBXlDLaHcgbSWZQzkPZQzkC6inKGLuC5EYvwKDs7m4WEhHCtrDNmzGDFxcWt7nvp0iWWk5Nj5QiJrUpJSWEjRoxgR44caXV7bW0tmzVrFvfecnZ2ZoWFhVaOkvBl79693O/e29ubnThxwmC7RqNhy5YtM+hFlpmZyVO0xFYNGTKEbd26lTU2NrbYptPp2ObNm5mdnR33PtqzZw8PUfYclDOQrqC8gbSFcgZiDpQz2BbKGUhXUM5A2kI5AzEHyhk6jxqRerDx48dzfxRvvfUW3+EQAWlsbGRarbbdfbRaLevfvz/3Hvv444+tFB3hk06nM/i9//bbb23ue9ddd3H7zZ8/34pREiGor6/vcJ8FCxZw76GHHnrIClH1XJQzkK6gvIG0hnIGYi6UM9gWyhlIV1DOQFpDOQMxF8oZOs/OPOOZiNDs2bMHR48eBQA8/vjjWLZsGc8RESFxcHCAnV37Hx92dnZ44IEHuP9fvXrV0mERG3Dw4EEkJSUBAO644w7cfvvtbe771ltvcY937NgBlUpl8fiIcDg5OXW4z8MPP8w9ps8Yy6GcgXQV5Q2kNZQzEHOhnMF2UM5AuopyBtIayhmIuVDO0HnUiNRDrVu3DgDg5uaGDRs28BwN6a5CQkK4xx0lgqR72LNnD/d4zpw57e4bGxuLYcOGAQBqa2tx6tQpS4ZGuiH6jLEOyhmItdDfdM9COQOxJvp8sQ7KGYi10N90z0I5A7Em+nxpHb0SPdDVq1dx9uxZAE2tq0FBQTxHRLqr0tJS7nFMTAyPkRBr+fXXXwEAIpEIEyZM6HD/sWPHco9PnjxpqbBIN0WfMZZHOQOxJvqb7lkoZyDWRJ8vlkc5A7Em+pvuWShnINZEny+to0akHmjnzp3c4+nTp/MYCenOGGNcbxGJRIKpU6fyGxCxuLKyMuTn5wMA+vbtCy8vrw6PGT58OPeYhgkTU/3888/c43vvvZe/QLoxyhmItVDe0LNQzkCsjXIGy6OcgVgL5Qw9C+UMxNooZ2idhO8AiPX9/fffAJpa8EeMGMGVnzt3DpcvX0ZxcTE8PT3Rr18/3HzzzZBI6G1CTMMYwyuvvIJz584BABYvXmwwHJR0T+np6dzjXr16GXWMTCbjHlNyR0xx4MABfPDBBwCAm266CdOmTeM5ou6JcgZiDZQ39DyUMxBropzBOihnINZAOUPPQzkDsSbKGdpGd+0e6Pz58wCAyMhIuLu74+TJk5g3bx5SU1Nb7BsYGIhVq1Zh/vz51g6TCIhOp0NtbS2ys7Px999/44svvuCSuqeffhpr167lOUJiDZmZmdzj8PBwo44JDQ3lHpeVlZk9JtJ91NfXo6ioCOfPn8e3336L3bt3gzGGG2+8Efv27aO5ii2EcgZiCZQ3EMoZiCVRzsAPyhmIJVDOQChnIJZEOYPxqBGph6mqqkJhYSEAwM/PDz/99BMefvhhaLXaVvcvLi7GggULcObMGXz11VcQiUTWDJfYuDlz5mDLli0tysViMSZMmIBly5Zh0qRJPERG+KBUKrnHnp6eRh3j7u7OPa6trTV7TETY/ve//2HGjBmtbuvfvz+effZZzJkzh3qyWgjlDMTcKG8gepQzEHOjnIFflDMQc6OcgehRzkDMjXKGzqHmtB6moqKCe6xQKPDUU09Bq9Xi0UcfxV9//YWamhooFAocP37cYN7Hbdu2YdOmTTxETITI09MT7u7uyM/PR0NDA9/hECtpnpw5OTkZdUzz/erq6sweE+meHBwcEBgYiKqqKupZZkGUMxBrobyh56GcgVgL5QzWQTkDsRbKGXoeyhmItVDO0D4RY4zxHQSxngsXLmDIkCEGZZ9++inmzZvX6v4rVqzA+vXrATS15Ofm5hrd8k+6v3379uH8+fNgjKGmpgbFxcW4fPkyLl26xO0jlUrx3XffYdSoUTxGSqxh9erVePXVVwEAa9aswcqVKzs8RqvVcr07PD09UVVVZckQicBcunSJW9Syrq4OlZWVSElJwblz56BSqQAArq6ueOedd9q8j5HOo5yBmBvlDUSPcgZibpQz8ItyBmJulDMQPcoZiLlRztBJjNisiIgIBqDTP1OnTm1xzj///NNgn5kzZ7Ybg0ajYXFxcdz+n332maWeLrEAS7yHjJGVlcWefPJJ7jzOzs4sPj7ezM+O2JoNGzZwv/NXX33VqGOqq6u5Y8LCwiwcIekuKisr2bp165izszP3/tm8eTPfYfGKcgZiDpQ3EGuhnIFYC+UMLVHOQMyBcgZiLZQzEGuhnKF9NJ1dD+Ps7Gzw/6VLl7a7v1gsxuzZs7n/Hzt2zCJxke5FJpNhy5YteOONNwA0LVQ3Z84cMBr42K25ublxj40dMt58v+bzFhPSHi8vLyxfvhy//vorxGIxAGDJkiXIz8/nObLuhXIGYi2UN/Q8lDMQa6GcwTooZyDWQjlDz0M5A7EWyhnaRytE2bD33nsPNTU1nT4+LCysRZmHhwf32M3NDf379+/wPDfddBP3ODs7u9PxEOuzxHvIFCtXrsT27duRkZGBixcv4syZMxg5cmSXzklsl6+vL/e4qKjIqGOa34wjIiLMHhPp3saOHYvHH38c27dvR319PXbs2IHly5fzHRYvKGcg5kB5A7EWyhmItVHO8C/KGYg5UM5ArIVyBmJtlDO0jhqRbFjzBSfNJTQ0FHZ2dtDpdC16C7UlICCAe9yVJIFYnyXeQ6YQi8W4/fbb8fHHHwMAzp07R4ldNxYTE8M9lsvlRh3T/AtjXFycuUMiPcDUqVOxfft2AE2fMT0V5QzEHChvINZCOQPhA+UMTShnIOZAOQOxFsoZCB8oZ2iJprPrYVxcXBAVFQUAqKioQGNjY4fHNDQ0cI99fHwsFhvpngIDA7nHtbW1PEZCLC06Opob8puYmAitVtvhMfHx8dzjQYMGWSw20n3RZ4zlUM5A+EB/0z0D5QyED/T5YjmUMxA+0N90z0A5A+EDfb60RI1IPZC+d4ZWq8WZM2c63D8lJYV7HB0dbbG4SPdUUlLCPW7+IUy6HycnJ25aiurqaoPErS36+c/t7OwwefJki8ZHuif6jLEsyhmItdHfdM9AOQPhA32+WBblDMTa6G+6Z6CcgfCBPl9aokakHujBBx/kHn/55Zcd7r97927u8aRJkywSE+metFotDh48yP2/+bzXpHu65557uMdfffVVu/tevXoVf/31FwDglltugb+/v0VjI93T/v37ucf0GWN+lDMQa6K8oWehnIFYG+UMlkU5A7Emyhl6FsoZiLVRztAKRnqcxsZGFhYWxgAwOzs7dvLkyTb3PXv2LJNIJAwACwkJYQ0NDVaMlNiiyspKlpKSYtS+69evZwAY8H/s/Xl43PV57/8/Z6TROpJGo9G+75JleQPMFpYEMAbC3kICIZCFNM3WpidJ6UlTkub09KTfpkl+IQlpQhrWACkQIA62MTsGvCBjy7Zka5c1WkfSSBrNSJrt94eqiWVJtmxsj8Z+Pa6rV63PLLpnNJHefF6f+34TPPfcc09xZbIU9Pb2BhMSEoJAMCYmJlhfX7/gfW+88cbQ52PDhg2nsUpZ6t59991F3e/tt98ORkVFBYFgQkJCsK+v7xRXdvbRmkE+LK0bZCFaM8jJoDXD0qE1g3xYWjPIQrRmkJNBa4YPRyHSWeqRRx4J/VJNTU0Nvvzyy3Pu8+abbwYzMjJC9/vNb34ThkplqWlrawvGxcUFv/3tbwd7e3vnvc/IyEjw7//+74MGgyH0HxFvvfXWaa5UwuVb3/pW6PdGSUlJcN++fbNu9/l8wW984xuh+1x66aVhqlSWqqKiouAdd9wR3LNnz7y3+3y+4H/9138Fk5OTQ5+j//t//+9prvLsoTWDfBhaN8jRaM0gH5bWDEuL1gzyYWjNIEejNYN8WFozfDiGYDAYPGltTRJRPve5z81qA7344os5//zzAdixYwdvv/02Mx+Pz372szz00ENhqVOWlvb2doqLiwGIiori3HPPZdWqVaSlpTExMcGBAwd44403cLlcABgMBn75y19y7733hrNsOY0mJye57LLLQrPQo6KiuOaaa6iurmZ0dJSNGzfS0dEBQE5ODjt37iQ7OzucJcsSU1RUFPqMVFRUcOGFF5KZmYnBYKCzs5PXX3+dnp6e0P3vuusuHn74YQwGQ7hKPuNpzSAnSusGORqtGeTD0pph6dGaQU6U1gxyNFozyIelNcOHFNYIS8LK6/UGv/71r4eu4Jjv/0wmU/A73/lOMBAIhLtcWSIGBgaC2dnZC35mDv+/4uLi4JYtW8JdsoTBwMBAcN26dUf9fKxZsybY1NQU7lJlCbrqqqsW9TsmKSkp+OMf/1h/o04DrRnkRGndIMeiNYN8GFozLD1aM8iJ0ppBjkVrBvkwtGb4cNSJJOzYsYNf//rXvP7663R1dREdHU1hYSFXX301f/VXf0VZWVm4S5QlxuPx8Pvf/54NGzawe/duuru7cbvdmM1msrKyOP/887n++uu5+eabiYqKCne5EibBYJBnnnmG//qv/2LPnj309/eTkZHBsmXL+NSnPsXtt99OTExMuMuUJSgYDLJ582aeffZZdu7cSVtbG2NjY8TExGCz2Vi9ejVXXnkln/70p0lOTg53uWcVrRnkRGjdIMeiNYOcKK0Zli6tGeREaM0gx6I1g5worRk+HIVIIiIiIiIiIiIiIiIiMocx3AWIiIiIiIiIiIiIiIjI0qMQSUREREREREREREREROZQiCQiIiIiIiIiIiIiIiJzKEQSERERERERERERERGRORQiiYiIiIiIiIiIiIiIyBwKkURERERERERERERERGQOhUgiIiIiIiIiIiIiIiIyh0IkERERERERERERERERmUMhkoiIiIiIiIiIiIiIiMyhEElERERERERERERERETmUIgkIiIiIiIiIiIiIiIicyhEEhERERERERERERERkTkUIomIiIiIiIiIiIiIiMgcCpFERERERERERERERERkDoVIIiIiIiIiIiIiIiIiModCJBEREREREREREREREZlDIZKIiIiIiIiIiIiIiIjMoRBJRERERERERERERERE5lCIJCIiIiIiIiIiIiIiInMoRBIREREREREREREREZE5FCKJiIiIiIiIiIiIiIjIHAqRREREREREREREREREZA6FSCIiIiIiIiIiIiIiIjKHQiQRERERERERERERERGZQyGSiIiIiIiIiIiIiIiIzKEQSUREREREREREREREROZQiCQiIiIiIiIiIiIiIiJzKEQSERERERERERERERGRORQiiYiIiIiIiIiIiIiIyBwKkURERERERERERERERGSO6HAXICIiIiIiIiIifzY1NcULL7zAG2+8wf79+xkeHiYQCJCSksKyZcv43//7f5Ofnx/uMkVEROQsYAgGg8FwF3Em++1vf8tnPvOZeW9raGigqqrqNFckIiIiIiIiIkvVI488wt///d/T29u74H1ee+01Lr/88tNXlIiIiJy11IkkIiIiIiIiIrIEfPWrX+WBBx4IdxkiIiIiIdoTSUREREREREQkzB544AEFSCIiIrLkKEQSEREREREREQmjsbExvvOd74S7DBEREZE5FCKJiIiIiIiIiITRxo0bcTqd8952zjnn8MYbbzA6Osrw8DBvvfUWlZWVp7dAEREROWtpTyQRERERERERkTCqq6ub93hsbCx/+MMfyMvLCx37yEc+crrKEhEREVEnkoiIiIiIiIhIOA0MDMx7vKKiYlaAJCIiInK6qRNJRERE5DQJBoPs3LmThoYG+vr6MBqNpKenU1NTw5o1azAYDOEuUURERMLA5/PNe9xqtZ7mSkRERERmU4j0ITU1NbFz5056enoIBoNkZ2dz6aWX6kohERERCRkZGeEHP/gBDz30EP39/fPeJyMjgy996Ut84xvfIDEx8TRXKCIiIiIiIiIylyEYDAbDXUQk+sMf/sA//dM/UV9fP+c2g8HAxz/+cX75y1+yadMmPvOZz8z7HA0NDVRVVZ3qUkVERCSMNm3axJ133sng4OCi7l9YWMjGjRu1RhARETmDtbe3U1xcfEKPvf/++/nud797cgsSERERWYD2RDpOXq+XT37yk9x8883zBkgwParmxRdf5LzzzltwrrGIiIic+R566CGuu+66RQdIAB0dHVxyySW0tLScwspERERERERERI5NIdJxCAQC3HrrrTz55JOLur/dbud73/veKa5KRERElqI33niDL37xi/j9/uN+rMPh4K677jqhx4qIiIiIiIiInCwKkY7DD3/4Q1588cXjesz4+PgpqkZERESWKo/Hwx133LHgJtk333wzv/71r/nFL37BjTfeOO993n33XZ555plTWaaIiIiIiIiIyFFFh7uASGG32/nOd76z4O2lpaV8+tOfprCwkJ6eHh577DH27dt3GisUERGRpeJXv/oV3d3d8972y1/+ki984Quhr7/4xS/ygx/8gPvuu2/OfR944AFuu+22U1aniIiIhIfJZKKysjL0dU9PD6Ojo3PuFx8fT0FBwaxjNpvtlNcnIiIiMsMQDAaD4S4iEvzjP/4j//Iv/zLvbR//+Md5+umniY+PDx3z+/187nOf4+GHH17wORsaGrRptoiIyBmopqaG/fv3zzn+8Y9/fN6u5kAgQFFREYcOHZp13Gg04nQ6SUpKOmW1ioiISPjdc889854/uOyyy3j99ddPf0EiIiIi/0Pj7BbpkUcemfe4zWbjsccemxUgAURFRfGf//mfVFRUnI7yREREZIno6emZN0CC6YtS5mM0Grn88svnHA8EAmzbtu1kliciIiIiIiIismgKkRbh0KFDc64MnvG5z32OlJSUeW+LiYnh3nvvPZWliYiIyBKzUOiTnJzMueeeu+DjcnNz5z3e0dFxUuoSERERERERETle2hNpEXbu3LngbevWrTvqY9esWXOyyxEREZElrK+vb97jo6OjREcf/9JreHj4w5YkIiIiIiIiInJC1Im0CP39/QvedvhGmPNJTk4+2eWIiIjIEjY0NHRSn298fPykPp+IiIiIiIiIyGIpRFqEo10BvNAoOxERETk7mUymk/p8wWDwpD6fiIiIiIiIiMhiKUT6kLxe71Fvd7lcp6kSERERWQrS0tLCXYKIiIiIiIiIyEmhPZEWwWKxLHib3W4nNTV1wds7OztPQUUiIiKyVBUXF897PDExkZGREaKiok5zRSIiIiIiIiIiJ0adSIuQk5Oz4G3vvPPOUR+7ZcuWk12OiIiILGEXXHABsbGxc46Pj4/z7LPPhqEiEREREREREZEToxBpEc4777wFb/vlL39JIBCY97b29nb++7//+1SVJSIiIktQXFwcV1555by3ffGLX+Tll18+5nPs3r2bZ5555mSXJiIiIiIiIiJyXDTObhGys7MpLy+nqalpzm11dXXcd999/OAHP8BgMISODw8P85d/+Zd4PJ7TWaqIiIgsAd/61rfYsGHDnONDQ0OsW7eOtWvXcsUVV1BcXExiYiIejweHw0FjYyNvvvkmra2t3H333dx6661hqF5EREREREREZJpCpEW69957+da3vjXvbf/f//f/8cYbb3DbbbeRnp7OwYMHeeihh+jt7T3NVYqIiMhScOmll/LJT36S3/3ud/Pevn37drZv336aqxIREREREREROT4KkRbp3nvv5cc//jHd3d3z3q6TQSIiInK4X/3qVxw4cIC6urpwlyIiIiIiIiIickK0J9IiWSwWHnroIYzGxb9lRqORO++88xRWJSIiIktVYmIib775JrfffvsJPT4mJuYkVyQiIiIiIiIicnwUIh2H9evX87vf/Q6TyXTM+xqNRv7jP/6Dm2666dQXJiIiIktSYmIiTz75JK+//jrr168/ZjBkMpm4/PLL+c1vfsMDDzxwmqoUEREREREREZmfxtkdp9tuu43ly5fzjW98g02bNhEIBObcZ82aNfz4xz/mkksu4b//+7/DUKWIiIgsJZdddhmXXXYZHo+Hd999l46ODgYHB5mcnCQxMZG0tDQqKiqoqanBbDaHu1wREREREREREQAMwWAwGO4iIlVfXx9vvPEGdrsdr9dLTk4O55xzDtXV1eEuTURERERERERERERE5ENRiCQiIiIiIiIiIiIiIiJzaE8kERERERERERERERERmUMhkoiIiIiIiIiIiIiIiMyhEElERERERERERERERETmUIgkIiIiIiIiIiIiIiIicyhEEhERERERERERERERkTkUIomIiIiIiIiIiIiIiMgcCpFERERERERERERERERkDoVIYbRz506++c1vcvHFF5ORkUFMTAxJSUlUV1fzhS98gffeey/cJYqIiIiIiIiIiIiIyFnKEAwGg+Eu4mx000038fzzzx/zfnfccQe//vWviY+PPw1ViYiIiIiIiIiIiIiITFOIFCZZWVn09fWRmprKpZdeSmlpKbGxsfT09PD666/T3t4euu/111/PCy+8EL5iRURERERERERERETkrKMQKUzOOeccvvrVr3LHHXcQExMz67ZgMMgvfvELvvrVrxIIBAD4wx/+wI033hiOUkVERERERERERERE5CykEClMJiYmiIuLO+p9vvSlL/GLX/wCgNtuu42nnnrqdJQmIiIiIiIiIiIiIiKCMdwFnK2OFSAB3H777aF/NzU1ncpyREREREREREREREREZlGItITl5OSE/m006kclIiIiIiIiIiIiIiKnj5KJJWxgYCD078rKyjBWIiIiIiIiIiIiIiIiZxuFSEvYs88+G/r3TTfdFL5CRERERERERERERETkrGMIBoPBcBchc23YsIGbb74Zr9fLhRdeyNtvv62RdiIiIiIiIiIiIiIictpEh7sAmebxeOjt7aWuro4nnniC5557jmAwyPnnn88LL7ygAElERERERERERERERE4rhUhh9Nhjj3HXXXfNe9vy5cv58pe/zOc//3mio/VjEhERERERERERERGR00vpxBIUExNDZmYmTqcTh8NBVlbWoh87OTnJ5ORk6OtgMMjU1BQ2mw2DwXAqyhUREZEIpDWDiIiILIbWDCIiImc37YkURnv27OHZZ58FwO12Mzw8TENDAzt27GBqagqAxMREfvjDH/JXf/VXi3rO7373u3zve9+bc3xkZITk5OSTV7zIGaauro6NWzey9sq1WNIsoePOQSfbt2xn/cXrWbNmzZzHPfz4w0yaJ1lz4dzb6t6tI9YVy9133n0qSz8jHfm+vrvtXfpH+5nwTzDpmcTgNnDpDZcCsL9uPwdeP8Dffe7v5v0ZHc7r9VJfX099Qz3OESeWFAu11bXU1tZiMplO+esKh6mpKWJiYsJdxofy4x//mK9//evA9EkLOTm0ZhARkcP5fD6MRmNEj1L/4x//yF/+5V8yMTGhNcNJpDWDiIgcLhAI4Pf7I/o8yp49e7j66qvp7e0FdK7hWBQiLUFOp5MHH3yQf/7nf8bj8QDws5/9jC996UvHfOyRVwiNjo6Sn5+vxZ3IMXi9Xl548QUO2A9gK7BhsVpwDjlxdDqozK3khutvmPeP409+/hOya7MpqSyZc1vrgVZ663v52pe+djpeQsQ7POCpr6+nd6yXK2++kuqaat546w36R/sxxhtxtDmorq2mZPn0e+7odbDr5V1cWH7hUQO7E/0ZRzKXy0VzczM2m428vLxwl3PcgsEg3/72t/nXf/3XWcfk5NCaQUREZkxOTtLU1ERcXBylpaUR2V3yyCOP8NnPfha/3w9ozXAyac0gIiIz/H4/LS0t+Hw+KioqInIblrfffpuPf/zjjIyMAFBdXc3+/fvDXNXSFnk/5bOAxWLhvvvu44ILLuDKK6/E7/fzjW98gxtvvJHc3NyjPjY2NpbY2NjTVOninI1X/kvkMZlM3HD9DaHPaq+9l5SUFNZfvP6on1VLynQQMR/nkJOUlJRTWPWZ48iAZ83Va3hr81s8/7vn2Ve9D1OciaaDTcTExFBUWkRBZUHose5xN9Z0a+iP/0Lq6+s5YD8wt9usYrrbrL6+/pidTJFkZGSE1tZWAoEAfX19xMfHk5aWFu6yjsszzzwzK0C6//77w1jNmWcprhlEROT083g8NDU14fV6mZycxG63R9zFJ/v37+eee+4JBUe33357mCs6s2jNICIiMH3uprm5GbfbDUBbWxvl5eVhrur4jI2NceONN4bOIZ1//vls2LAhzFUtfZHbp34WuPzyy/nUpz4FTC/sH3300TBXdPxmTgxv3LqRSfMk2bXZTJon2bh1Iy+8+AJerzfcJYqEmEwm1qxZw9133s3XvvQ17r7zbtasWXPUsLO2uhZHpwPnoHPWcefgdIdLbXXtKa76zHB4wLPmwjVU1FRw91fuZt216+jY30HPnh769/WTnJjMuR89l2jT9DUQHpcH15CLeFP8MQO7+ob66Q6kwwIkAEuaBVuBjfqG+lP18k67oaEhWlpaCAQCACQlJWGxWMJb1Am45ZZb+PSnP43BYOCBBx7gu9/9brhLEhEROaO4XC4OHDgQ+u+yuLg4MjIywlzV8Vu2bBk/+MEPAPjyl7/ME088EeaKREREziyTk5McOHAgFCBFRUWRk5MT5qqOX1JSEo888ghRUVFcffXVbNmyJeIuuA0HdSItcddddx0PP/wwADt27AhzNcfvbLvyX84+tbW1tLW3sX3L9nlHpNXWKkRajPkCnmhTNGsuWoNj0EHnB51kWDJo2tNEWlEaJeUleNzTAVKiMRG3x03tuUd/r50jTrILsue9zWK10GvvPZkvKWz6+/s5dOhQ6OvU1FSKiooicn8Do9HIr3/9a+655x4++tGPhrscERGRM8rhXcsACQkJlJeXR+RYGoBvfvObrFq1iiuvvDIix/GJiIgsVYd3LcP0RdgVFRXExcWFubITc9111/HKK69w4YUXRvwe0qdL5J1ROstkZmaG/j0+Ph7GSk7M2XTlv0QGr9dLXV0dDz/+MD/5+U94+PGHqaurO+GuuJkxeOsvXk+sK5be+l5iXbGsv3j9GbnHzqniHHFisVpmHfP7/ezZs4f+0X7cRje3fvFWMlMz2frcVrY8tYWBgwMwCu4eN9X51ccM7M6G0YPd3d2zAiSbzUZxcXHEBEgDAwPU1dXNOmYymRQgiYiInGTzdS1H0r4Gk5OTvP7663OOX3XVVQqQRERETqL5uparqqoiJkAKBoNs3rx5zvHLLrtMAdJxiIwV4lmsv78/9O/DA6VIcbZc+S+R4ch9d7ILsnEOOdm4dSNt7W0nHPrMjMFTV92Jmy/gsdvt9A73Yk42M5U0RVtzGwUVBSQmJdLd3s2UeYrK5ZXUnru4PdZqq2vZuHUjzgrn7M7I/xk9uP7i9afglZ0ewWCQQ4cOMTAwEDqWnZ0dUa3lHR0drFu3joGBAd566y1qamrCXZKIiMgZKdK7lsfGxrjpppt48803ef7557n22mvDXZKIiMgZKdK7lv1+P3/913/Nr371K374wx/yd3/3d+EuKWJFxk/8LPbHP/4x9O8LL7wwjJWcmLPhyn+JHBqvuHTNF/DYe+z4g37qt9ZjzbBitBjJL87HUmhh0jjJ1OQUd9x2x1HDI6/XS319PfUN9QwODdLb1suGJzZQuaYSq816xowe7O7unhUg5efnR9R+Bvv27ePqq6/GbrcD8LnPfY53331XVxKLiIicZENDQ7MCpPT0dPLz8yPmb25/fz/XXnst77//PgD33HMPbW1tJCYmhrkyERGRM8v4+DgtLS0Eg0Fgumu5tLSUqKioMFe2OBMTE9x55508++yzwPTY249//ONUVFSEubLIpBApDN577z0uuOCCY95v69atPPbYY8B00nvLLbec6tJOujP5yn8Jn8ODAeeIE0uKhdrqWqqqqmhsbJxzfKZLZTHjFWtra+d97sV0usjxOVbAs+/9fXS3dxObEMtlt16GJd0SemxCcgLbntt21ODvyM6zvII84nPi2bttLw1vNVBUUoQ11cr6i9dH/M83PT2doaEhvF4vRUVFWK3WcJe0aO+99x7XXnstw8PDAFRUVPDUU09FzMksERGRSGKxWEhMTGR8fDxiu5YPHjwIgNVq5cUXX1SAJCIicgokJCSQmprK0NBQxHUtj46OctNNN/Haa68B0xOEHn30UQVIH4JCpDD45Cc/yUUXXcR9990375Xvfr+fRx99lL/5m7/B7/cD8I//+I8RdVX5jNraWtra29i+Zfv0yXur5Yy58l/CY6GRdH9660/87qnfkZydTGZx5ryj6o41XtF+yL7guLum5iaKi4ppaGpQuHQSLCbgCQ4GiQpEseIjK2YFSABGk5Hs0mzqGxYOkebrPCupLKF8WTnbt2znsosuO2M6z2JiYigvL2dycjKiOjw3btzIrbfeitvtBuDcc8/lT3/6E+np6WGuTERE5MxkNBopKytjZGSEtLS0cJezaPv27WPdunV0d3cDkJeXx6ZNm1i2bFmYKxMRETkzGQwGioqKMJvN2Gy2iLnQs7+/n2uuuSa033JiYiLPPvss69atC3NlkU0hUhgEg0GeeOIJnnjiCSoqKrjwwgvJzMzEYDDQ2dnJ66+/Tk9PT+j+d911F/fdd18YKz5xJpOJG66/IdRt0GvvJSUl5Yy48l/CY6GRdHsT9/L+nvdZt3Yday78czBw+Ki6hcYr+v1+DjQcYM/be3gj+g2qVlZRkFhAQUkBJZUlOIodPPrTR8nIyqD63OqTtpfS2WwxAc9lF13GP//HPxMXP3uzRo/Lg2vIRUlpCSOOkYW/xyI6zyI1RJqamiI6OnrWVUBxcXERs7ElwO9+9zs+/elP4/P5ALjiiit47rnnSEpKCnNlIiIiZw6/308gEJi1Vo2Ojo6oAOndd9/luuuuC3UtV1ZWsnnzZgoKCsJcmYiIyJkjGAwyNTVFbGxs6JjBYIioizzb29tZt24dTU1NwHTX8p/+9CfOP//8MFcW+RQihUFFRQUdHR0AHDx4MNSOf6SkpCS+//3v87WvfS1i0t75mEwm1qxZE7Ena0+VhUaynUnh2ql4jQsFA2OeMXKX5dLf3z/r+KxRdfOMV/T7/Wx9ayt12+qIs8VRsrKERHMiO97fQXdXN5dedSmOfgcBc4CMqowFAyp9vo/PQj/HJEsS/lg/v/yvX1JZUcnEyAQfvPsBpkQTieZE3ONuXEMuslKz8Lv9xKfEL/g9jtV51mvvPZkv6bSZmJigqamJuLg4ysrKIvLvwwMPPMDXvva10GzlW2+9lccff3zWYlVEREQ+HJ/PR1NTE4FAgMrKyojZBPtw6loWERE59QKBAO3t7YyOjlJZWUl8/MLnWpaqvXv3cvXVV8/qWt68eTPV1dVhruzMEHmryDPApk2b2Lx5M88++yw7d+6kra2NsbExYmJisNlsrF69miuvvJJPf/rTJCcnh7tcOQUWGsl2JnW2nKrXuFAw4PF4SMtMY7xnfM5tM4HBfOMVDzQcoG5bHStXrSQ2LRZroRVblo3RslE+ePUDmhuaaWlqIbcslyjT7M0Dz4SOlnCZ7+fo9/vZs2cP/aP9uIIu8lblsXpiNTt27KDlgxYKigpISEigpqyGxLhE3n/t/aPuq7ZQ5xmAc8gZUWPfZoyPj9Pc3IzP52Nqagq73U5eXl64yzoue/bs4atf/Wro6y984Qv8/Oc/j5jNOUVERCLB1NQUTU1NTExMANDW1kZ5eXmYqzo+TqeTT3ziE6EASV3LIiIiJ5/f76elpYWxsTEAmpubqampiZj9j2A6BLvzzjtDAZK6lk8+hUhhYDAYuPrqq7n66qvDXYqEyUIj2c6kzpZT9RoXCgbi4+PpPNRJunnuVYkzgcGR4xXth+zseXsPcbY4YtNi6XP04Q66saZbSbYmYyuw0dLUwrhrnChL1LxXYkRyR0s4zfdztNvt9A73kmJNwZZoo6CkAPe4mwP7DlD3Zh1up5tVq1fRf6ifoa6hY+6rNl/nGYBzcHpftqMFUEvR6OgoLS0tBAIBYHqTy8zMzDBXdfxWrFjBj370I77+9a/z7W9/m+9///sR2U0lIiKyVE1MTHDw4EG8Xi8wPRki0i46AbBYLDz55JNcf/313HTTTTz22GPqWhYRETmJZrqWZy7YMBqNFBQURFSABNN1P/nkk3zkIx+hpKREXcungEIkkTA4k/dqmXGqXuNCwUBSfBL2/XZqrq2Zdf8jA4OZ8Yq1tbW88OILvBH9BiUrS7AWWpmKnaKzrZOouihq1tSQlJpEd1c3RowMdA1w/uq5M1QjtaMl3Ob7Odp77BAFYwNjrF65mjdffhN7n50VV6wg6UASPa09DB8apjCjkDs/cSerV6+e0812+AjFwaFBett62fDEBirXVGK1WXEOTX8ejhVALTXDw8O0tbWFxr8lJSVRWloasd07f/u3f8vatWu56KKLwl2KiIjIGeXwrmWA2NhYysvLIzZ8Wb9+PW+//TbnnntuxK57RERElqIju5ajoqIoKyvDbDaHubITU11dzeuvv05RUZG6lk8BhUgiYXCm7tVyuFP1GucbSeccctLf3k+ZrQzHIQd179aFji8UGMx0SlWtrCLRnIgty4Y1w0psfCxN+5vw+/14nB6G+4aJM8YRnAySGJc4+zVGaEdLOM2EPLvqd9Gyt4X9jfupXFlJeWU5+97fx+TEJNVV1RgwYO+zs+pjq0i2JpNdks2IfYQ1tWvYvmU70dHR8wZIh49QzCvIIz4nnr3b9tLwVgNFJUVYU62sv3h9RO09NjAwQGdnZ+hri8VCcXFxxFwZ5HK5ePvtt1m/fvb/ThQgiYiInFzzdS2XlZVFzJrH7/fz/PPPc/PNN8/qUtZm2CIiIifXfF3L5eXlEbUX0h/+8Aeuu+66WeucSLpYONIoRBL5EA7venCOOLGkWKitrj3mCeozca+WI52q13jkSLpeey8pKSlce8m1VFVV0djYOOv4QoHBTKdUQWIBO97fwWjZKMnWZErLS5n0TNJ9oJvh1mFqimpYf9V62jvbef+192cFV45OB6WZpfh8Ph5+/OHj+gycjY4Mea74xBXs37Wf+vfq6dzdiSFoILcsl0uvupRNL2zCVmAj2Tq9L5x73E18fPxRO9nmG6FYUllC+bJytm/ZzmUXXRZxHX49PT2hmb4ANpuNgoKCiBn/5nA4uPbaa6mrq+PZZ5/lhhtuCHdJIiIiZ6RI71qenJzkrrvu4ve//z3/+q//yn333RfukkRERM5I4+PjNDVNXzwNkde1HAwGuf/++/n+97/PnXfeySOPPBIxF9lGMoVIIifoyBPi2QXZOIecbNy6kbb2Nm64/oYFQ4Qzba+W+Zyq13is4G7NmjWLCgpmOqUKSgro7urmg1c/wFZgIyk1ibHeMYZbh7n92ttDP8c1a9bMCa6uWHsF7Z3tbNm25bg/A2ej+UKeipoKnIPT+2QVWgvpGOrANepi3DVOTnEOAB6XB9eQi5qy6VGFC3WynWljIh0Ox6wAKSsri9zc3DBWdHw6Ozu5+uqraWxsBOCLX/wiV111VURd2SQiIhIJXC4Xra2toa8jrWt5bGyMW265hS1btgDwT//0T9x2222UlJSEuTIREZEzi9fr5eDBgxHdtfyVr3yFBx98EIDHH3+cO++8k2uuuSbMlZ35FCKJnKD5TogDOCumT4jX1y98wnqhkWyRuFfLQk7Fa/wwwd2RZjqlSipLuPSqS2luaKalqYXurm6G+6Y7kA5/vvkCqrq6Olp6W07oM3A2mi/k8fv9jI6P0ufqY3/dfqypVjY8sYER9wiBhABBYxDXkIus1D8HKAt1sp1pYyKtViuDg4O4XC7y8vLIzMwMd0mL1tDQwLp16+jq6gIgOzubTZs2KUASERE5BcxmM2lpaQwODkZs1/KOHTsAiI+P55lnnlGAJCIicgqYTCZycnLo6uqK6K7lGT/5yU8UIJ0mCpFETtCH6XpYaCRbpO3VcjSn4jV+mODuSEd2SlWtqKJqRVWoK2b9xeuPWeOZ1vlyvI53nOORIY/f72fPnj30DvcSZ4sjbjiO6vOr2bttL55eD+0j7aRZ0qiprCE3N5eoqKijdrKdaWMijUYjZWVljI6OkpqaGu5yFm379u1ce+21DA4OAlBWVsbLL79MUVFReAsTERE5gxUWFpKUlERaWlq4S1m0zs5O1q1bx4EDB4DpDqoNGzZo30QREZFTKDMzE5PJhMViidiu5ejoaB5++GHuuOOOMFd29lCIJHKCPmzXw/GMXotUJ/s1nszQ5mR0Sp1pnS/H40S6wo4Meex2O73DvRRXF9O2v42E4gTOu+Q8ypeV8+6md4nzx+Ed8uKwO/B5fMf8+UT6mEifz0cgECAmJiZ0LCoqKqICpJdffpmbb76Z8fFxAFavXs3GjRvJyMgIc2UiIiJnjmAwyMTExKwOX4PBEFEB0pFdyzk5OWzatInly5eHuTIREZEzi9vtJiEhYdYxq9UapmqO30Jdy+pAOr0UIomcoDOt6yESnMzQ5mR0Sp3Nn4ET6Qo7MuSx99gxW814p7w4Oh2sXrmaxj2NtDS1cLD5IAmBBC6/+HKmnFPz/nyO7IQyJ5oxTZl4b/N7ZBRlRNSYyKmpKZqamggGg1RVVREdHXl/np9++mk+9alP4fV6Abj88st5/vnnSU5ODnNlIiIiZ45AIEBLSwvj4+NUVlZG5KjYbdu2ce211zI0NARAeXk5mzdvVteyiIjISRQMBjl06BADAwOUlpZisVjCXdJxO7JrOTU1lQ0bNnDhhReGubKzT+SdpRJZIiK96yESnezQ5sN2Si3lz8Dxjpo7XifSFXZk91d7SzuGWAPtrnay0rLo7eqlZ7AHW4GNsgvK6Gvuo2Oog8rcSj51x6dm1b1QJ9TE8ARx3jhMTlPEjImcmJigqamJqakpANrb2ykrKwtzVcdncHCQe++9NxQg3XzzzTzxxBPExcWFuTIREZEzh8/no7m5OdTx29LSQk1NTcTsfwTT44w/+9nPhgKkNWvW8NJLL6lrWURE5CQKBoO0tbUxPDwMQFtbG8uXL1+y50UW8s1vfjMUIOXk5LB582ZqamrCXNXZSSGSyAk6GePQ5PgstdBmqX4GTmTU3PFabFfYfN1ChdZCppxTOBodRCdH89H1H8Xv81O3u45VH1tFsjWZzpZObCk2qsuq5+1sOlYn1MralRExKtLtdtPU1ITP5wMgNjaW/Pz8MFd1/NLS0njmmWe49tpr+fSnP82DDz4Ykd1UIiIiS9VM1/LExAQwPfK2qKgoogIkmK77ueee4+KLL6a2tpY//OEP6loWERE5iWa6lkdHR0PHCgoKIi5AAnjwwQdpaGhgYmJCXcthpjM8IifoZIxDk+Oz1EKbpfoZOJFRc8drMV1hbrebn/3iZ+xu3Y053Yw13cro5CgGp4Hq/Gq+/Pkvs2XbFrJys9j6+lZsBTaSrcl4XB5cQy5qymoW7Gw6mftjhcvY2BjNzc0EAgFgeq5veXl5xP7uuPLKK9m5cye1tbURd0JLRERkKTuya9lkMlFeXh6Ro+wAKioqeOuttygqKlLXsoiIyEl0ZNeywWCgtLQ0YrdbSE1NZdOmTURFRalrOcwUIol8CB92HJocn6UY2izFz8CpClgO7yra17CP9u52/D4/qy9YTbRp+s/JTFfYFWuv4Gc//xnvNLzDmvVryMjJwD3uxjXkIsGSQMOhBvJy86jMrWT7lu0cPHCQsgvK6GzpxDXkIis1i9zc3Om659nv6mTujxUOw8PDtLW1EQwGATCbzZSVlREVFRXmyhZnamqKp59+mjvvvHNWYLRixYowViUiInLmGR8fp7m5eVbXcnl5ObGxsWGubHGCwSCPP/44t912GzExMaHjVVVVYaxKRETkzDNf13JZWRlmsznMlS3eCy+8wEUXXYTNZgsdy86e/9yPnF4KkUQkoizF0GapORkBy3xj6IYcQ0xGT5JRlMGaq9YQ3BFk8582s2fnHi5ZdwmuUVeoK8xgMLBj/w5qPlLDsjXLQs/ryfTQsr8Fp9vJbx77DZUVlXhHvEw5puht7sWWYqOmrIbc3NxQoDLfflcne3+s08nhcNDR0RH6OiUlhZKSEoxGYxirWrzx8XH+4i/+go0bN9Le3s4//uM/hrskERGRM9Lo6CgtLS0R27UcCAT4m7/5Gx544AE2bNjA448/HjHrHRERkUhyJnQt//znP+crX/kK5557Lq+88gpJSUnhLkkOoxWciAjToUldXR0PP/4wP/n5T3j48Yepq6vD6/WGu7Tj9mEDlpk9lTZu3cikeZLs2mzaBtt4e+/bDHmG6O7qpm57HYnxiaw8dyUjwyPs2rSLWFcs6y9ezw3X30BDUwOmBBO2HNus546Nj2VkdISekR5cQRd5q/LIrs0moyAD77CXiuIKCgoK/hwg/U9nU2317FGFtdW1ODodOAdnv86F7r9UjI2NzQqQ0tLSKC0tjZgTKkNDQ1x11VVs3LgRgH/5l3+hs7MzzFWJiIicebxe76yxt2azmcrKyogJkKampvjUpz7FAw88AMCTTz7Ja6+9FuaqREREzjzBYHBWgBQbG0tlZWXEBEjBYJDvfe97fPnLXyYYDLJjxw5+85vfhLssOYI6kUQk4h3ZNWNJsVBbXbvoEXczockB+wFsBTayC7IZ7B/koScfIvqxaIpKirCmWo/rOcOptrqWjVs34qxwzt4T6X8ClvUXrz/q4w/fU8mcbKa5oZl9e/dhP2THMeqg5twaqldW4xqZ7jxKSU2hqqqKu++8+8/fa8SJNc3K2PDYrOfu7+nHG/QSlxhHcWExJZUlABQUF/DoTx9l41MbqT63+pj7XS21/bEWKykpCZvNhsPhIDMzk7y8vHCXtGh2u52rr76affv2AZCcnMyLL75IQUFBmCsTERE585hMJvLy8jh06FBEdi3feuutbNq0CZgep/PQQw9xxRVXhLkyERGRM4/BYKCwsJDm5mbi4uIitmt5xn333cfXvva1MFYl81GIJCIRbb4AyDnkZOPWjbS1t3HD9TfM+8dzvv19PnrdR1lx7vSeLu0t7QQSA7gCLowZRiZjJ4/5nEvFhw1YZvZUMiebefPlN7H32ZkwTGArt1G4qpCgN4hnykPVOVW4yly8+cybNDY0znoOS4qFlIkUHJ0ORstGSbYmAzDQP4AfP+4hN0Vri+js7MTeY8fj8ZBamMpEzwQmp2ne/a7mG7FXaC1kyjm1JPbHWqyCggJSUlKwWCzhLmXRDh48yFVXXRXqOsrMzGTTpk2sXLkyzJWJiIicuTIyMoiJiSElJWXWHoRL2dDQENdddx3vvfceAHFxcTz99NNcf/31Ya5MRETkzJWcnExZWRmJiYkRtdfy3XffzZNPPhk69sMf/pC/+7u/C2NVshCFSCIS0Q7vmpnVdVPhZPuW7dTX18/ZP+nI4Ck6O5qM1AwamxsZGxsjMysTe5+dtdeuxTnsxDhpZM35a476nEuJyWTihutvCAUuxxuwzOyp1NzQjL3PzqqPraKrp4vkgmRKVpQwNjjG8NAw/T39ZOVlkZieyGj7aOjxXq+XaKJp3NOIZ8pDW3MbpbWlFJQV0LizkaG+IVbWrMTtc9PZ3InZaibFmkLiSCIHGg+QnJTMp+741Kw6FwoLOzo7qMytnHP/pSIQCDAxMUFCQkLomMFgiKgA6f3332f9+vU4HA4ASkpK2Lx5M6WlpWGuTERE5MwRDAYZHx+fs/l1JK0Zurq6uPrqq9m/fz8wve/jiy++yCWXXBLmykRERM4sLpdrzpohOTk5TNUcv/m6ln/zm9/w6U9/OsyVyUIUIolIRJvpmjk8QAKwpFmwFdiob5gb+BwZPDlfd1KYW0hMTAwfvPoBbQfbyKnNIdmazNTUFCPOkWM+51JjMplYs2bNouo8vMNncGiQrW9vJfBegCnfFBmVGbjdbqKjo4mOicbj8ZCQlIAJEwN9AwQI4BhwMNwxzMOPP0xVWRXtne20OdooXl7MuH+cwd5Bdr22iw+2fMCEa4LyFeWsuWgNzYeaKa4uJt48Pae3v7OfqpVVHLAfmBPUnUhYGG4+n4+WlhY8Hg8VFRWzgqRI8eqrr3LjjTficrkAWLFiBRs3biQ7OzvMlYmIiJw5gsEg7e3tDA0NUVJSQmpqarhLOm4HDhxg3bp1oa7lrKwsNm7cqK5lERGRk6ynp4fu7m5ycnIi8r/NBwcHue6669i2bRugruVIoRBJRCLaTNfMfCxWC7323jnHZ4KnJEsSnZ2ddPd209bTRmZOJsZ4I117u6i8tBIA97h71maECz1npDq8wyc1JxX7mB1fig9ftA/PsIcEWwLtHe0EAgGmXFMMdQ9htVkJBoK0NrdyqPMQAV+A0hWlTJoneeSZR/BMerj93tuxpFmw2+3Ye+w4+hy07GqhKrsKkqC9vR1zujkUII0OjeLodHDeOefhHnfPCepOJCwMJ6/XS1NTEx6PB4DW1lZqamoiZhQNTIdgX/nKV0IB0iWXXMILL7wQUVdEi4iILHWBQIDW1lZGRqYvWmpvb8dsNi/JDuuj+fa3vx0KkEpKSnj55ZcpKSkJc1UiIiJnjmAwSFdXF/39/QB0d3eTnJxMYmJimCs7Pg888EAoQEpJSeGPf/wjH/nIR8JclRyLQiQRiWiWlOn9fubjHHKSkpIy9/iIk8y8TPbs2UPvcC+puamMecbwR/txjjvp7+lnZHAEW7YN15CLmrKaYz7nUnDknkGWFAu11bULjrDzer08/fTTvPTOS5SuLqXtUBvD7mGu/+z1OIYcbPrdJlyjLvKq8mjd10pfcx/Z+dkkGBNo72pnYnSC8tXlDHgHOP+886laUUXrwVYmXBOMT4yTFpVGQUEBBQUFANSl1xHljMKSZOGpPz1FweoCDAEDY8NjODod5GbmUlZdRmdr55yg7kTCwnCZnJzk4MGDTE1NARAdHU1JSUlEBUgwXfeLL77IxRdfzNq1a3nqqadmBaoiIiLy4fh8PpqbmxkfHwemR94WFxdHXIAE8NBDD9HS0kIwGGTjxo1kZWWFuyQREZEzxuFdyzNyc3MjLkCC6QtPdu/ezbvvvsumTZtYsWJFuEuSRVCIJCIRrba6lo1bN+KscM4eczboxNHpYP3F6+c8xpJioelAEyRDcXUxsQmx2LvsjLhHIAp8fh87tuzAM+6htLCU3NzcYz5nuC20Z9DGrRtpa2/jhutvmHePoedfeZ6MmgxyqnN444U38EX5qP+gnrj4OFJtqXTu6yS3MJfCikK6d3fjPuQmejKaoc4h4k3xDLYPkp+dT1l1GQABAtjybNh77KHwyO/3Y7fbae9qp3lbM1dfcTWpMakMNg9idBtJNCdy3jnnUVZdRrQpet6g7kTCwnBwu900NTXh8/kAiImJoby8nLi4uDBXdmJKS0t55513KCgoIDpaSwYREZGT5ciuZaPRSFlZGUlJSWGu7MSkpKSwceNGYmNj1bUsIiJyEh3ZtQxQWFiIzWYLY1UnLjo6mieeeIK+vj4KCwvDXY4sks4IiUhEq62tpa29je1btk+PO7NOhw2OTgeVuZXU1tbOfUx1LS8/9DKVl1eGxqnl5uUSaA8w3jNOQVkB7h43k4cm8af76WjumPc5j7fz51Q63j2D6uvr2d+5H4PJwMjACNu3bKdhZwPFa4sJxAeIT4+n9LxSdr+8m/a6drKLssnKz8IcZebg2wfpPdTL8vOXzwp/ABLNiYxNjYVOiPj9/lDH1+jEKJnFmfgtfhLSEnD1uvjY1R/DlvXnhc9CQd2JhIWn29jYGC0tLfj9fgDi4+MpLy+PmKuJA4EA//mf/8lnPvMZYmNjQ8c1ikZEROTkmpiYoKmpaVbXcnl5eUTtn/jEE09w5ZVXkpGRETqWmZkZxopERETOPPN1LZeUlETUBRuvvvoqNpttVsdRXFycAqQIoxBJRCKayWTihutvCIU5vfZeUlJSWH/x+gXDnNraWmJ9sbS+3wo+SEpNCo1UO3flueQV5tG3t4/LLr5s+jnr5z7n8Xb+HM3JCKOOd8+gXfW76O7rxhPwkGBJIDo2GkxgjDESmxSLKd6ELcHGxTdcTG9jL527O0kwJLD6stXccvkt7Krfhd/ip2pF1azvV1peyoYNG0izpAFgt9vpHe7FlmVjoH2AgvICJo2TmPPN7GvYx6P/v0e55LpLsNqsRw3/TiQsPJ2cTietra0Eg0EAEhMTKSsri5juHa/Xy+c+9zkeffRRtmzZwlNPPUVUVFS4yxIRETnjRHrXcjAY5F//9V/59re/zerVq3n99ddJTk4Od1kiIiJnnKmpKZqbm0MX6UZFRVFaWhpRXcvPPPMMd9xxB1arla1bt+oi1QgWGWe3ZMlaSp0YcvYymUysWbNmVkhyrPtfdNFFtA22EXAG6O7qnjVSbc/OPVit1qM+5/F2/izkZIVRx7tnUENDAxNMcPHHL8Yx4qCvo4+KtRVMeadwOV0Yg0YS4xLJycvB6DMy1jXG33zub2a9pvk6g2wZNowuI/2N/dSZ62jvamd0YpSB9gF8Hh8uXETFRpFXk8fgyCDNbzfT8FYDRSVFWFOtoaAOoK6ubtbvlqqyKvLz8mloalhUWHi6TE1NzQqQUlJSKCkpwWg0hq2m4+F2u7ntttvYsGEDAM899xzvvvuuNrYUERE5yQKBAM3NzaEAKRK7lv/X//pf/PjHPwZg165dPPnkk3zhC18Ib2EiIiJnoPb29lCAFIldy7/61a/44he/SCAQoLe3lx/96Ef89Kc/DXdZcoIUIskJO5mdGCKn2+ra1fRt7WPt5WtPaDza8Xb+LPg8JymMOp49g7xeL21tbbhiXUTtjmJ0ZJRDLYdYvm45485xmrY1kZicyLJly7AP29m/bT8DzQO8vvV16hvqqa2upaqqKtQZlJqTysjwCE2NTQz2DpKXlsfq8tX4nX6atzWTWZxJQXkBLlyU1ZaFRghW1FYQ5Y4i05rJZRddFnqdC/1ueWX7K1TmVnLHbXcsqd8tMTEx5Ofn09nZidVqpaioCIPBEO6yFmV4eJjrr7+erVu3AhAbG8uTTz6pAElEROQUMBqNFBcX09TURGJiIqWlpRHVtfzZz36Wxx57LHTsBz/4gQIkERGRU6SwsJDGxkaMRiMVFRWzxs4vZYd3Lc+45557+NGPfhTGquTDiowVqyxJJ+vkt0g4fNjxaMfb+bOQkxVGLbRn0GD/IA07G7DEWvjJz3+COdHMkGMIt8FNakEqWcuysIxZ6O/pp2VbC6vWr2JidAJ3txtvmheH08Hk5CRFy4rIW5U3Kyi+Zv015NXn8fhTj9M72kt2aTYr1q4g1hRLV1cXlbmVXHPFNXgtXiaNk0TFRoUCJICx4TFsGTZsObNfZyT+bklPTyc2NpakpKSICZC6u7tZv3499fX1ACQlJfHCCy9w+eWXh7cwERGRM1hSUhIVFRUkJCREbNey0WjkV7/6FZ/97GfDXJmIiMiZKzY2loqKCqKjo5fUhbRHc2TXMsA3vvEN/u3f/i1izpXI/BQiyQk7WSe/RcLhRPZSOtzxdP4czckKo6qqqnjltVf47QO/xZxuxppuJS46jubdzQz0DJBVlEXUaBQDPQOMT45TvqqclPwUTPEmkmxJrLl6Dds2bGOwdZDK5ZVkX5hNXm4e2+u2Y4o3cfHFF1NSOT27dibMKW4sxmQykVWcxQ1X3jCno2v7lu0UWgvp6exhMn6SnOqcP9/ucNK2rw2bzcaBlgM4Gh2hUZhL/XdLMBjE5XLNmUMcSfsBNDc3c9VVV9He3g5ARkYGGzduZPXq1eEtTERE5AwzOjo6Z41gNpvDVM3xGx4e5uMf/zjvvPMO8Oeu5Ztuuim8hYmIiJxhxsbGSExMnHWRSXx8/FEesbTM17X8b//2b3zzm98MY1VysihEkhN2sk5+i4TL8e6ldLiFOn8WOw5vxskIo7xeLy9tfImJqAmKSosYGRmho6EDR7cDR4+DVR9bRXJmMlP+KQZbBjHbzDhGHcSPx5NbkMuEdwJrmpXsgmxatrcQNRlF1vIs3nj5Dfr7+1m9cjVl1WV/rvmwMAc4auAz4ZygMreS5155jsGRQcpqyhgZGuFA3QGCwSAZFRn0tvUSnRwd6nAaGh4ityB3/vcrzL9bAoEAra2tjIyMUFJSQmpqathqOVG7du1i/fr19Pf3A1BUVMTmzZspLy8Pc2UiIiJnlq6uLvr6+sjOziYnJ+fYD1hiuru7ufrqq9m7dy+grmUREZFTxeFw0NHRQWpqKsXFxRHXtTNf1/Kvf/1rPvOZz4S5MjlZFCLJCTtZnRgikejDjsMLPc9JCKNmxr9dePWFs57joV88RJ+zjy57F/SB2WomJjEGS76FsaExGusbmfBMkFmQSWZmJsXlxQwdGCLJlUSgP8Bw8zArL1zJpVddSrRp9p+LmTAnSPCYYfKn7/g0E54Jnn/leQwuAwajAVOciZJzShgeGaazuZO156yldlUt77/2Pv5R/5L83eL3+2lubsblcgHTm1wmJSVFzF4GM/75n/85FCAtX76cTZs2RcyJrWAwGHGLaREROfsEg0E6OjoYHBwEoKenB4vFElGbYQM8+OCDoQBJXcsiIiKnRm9vL3a7HZjuAE5JSSEtLS3MVR2fP/3pT6EAKTY2lqeeeoobb7wxzFUt3tjY2JxpMzJbZJ35kiXlZHViiESiDzsOb8bJCKPmG//m8/rYt3Mf8WnxJOYnUlxTjGfEQ8N7DUQlRlG0pgjPiIc4cxz2VjtDh4YIuoN89IKPct+37sNkMvHw4w8zaZ6cEyDB7DBnocBnyDHEyPAITzz9BINDg2RZsjB4DfSO9WJKM9Hd2c1o7yiJKYm4cNFp78SaZ6VvXx+OTseS+t3i9XppamrC4/EA01fVRNJm2Id7+OGH+ehHP0pcXBx//OMfI6abKhgM0t7eTnFxcbhLERERWdDhXcszCgoKIi5AArj//vtpaGhg586dEde13NvbS1ZWVrjLEBEROaqZruUZGRkZWK3WMFZ0Yv7iL/6C+++/nx/96Ee88MILXHbZZeEuadGGh4dpa2vTlizHEHlnv2TJOFmdGCKRwuv1hkIj54gTS4qF2upa7rjtDkwmU+j2J55+YtbtRwuVTkYYNd9oyeaGZgIxAUrOKyGzNJP80nwONRwivTgd76SXaFM0SWlJZOdnk52ezd5te5kcnOS6m68Lfc/FBsXz3Wewf5Dtr28nNjqWyfhJRkZGcHgcdOzuwN5lZ+XlK0lLSqPsgjIKKgvwTnppa2gj2ZhMckoyBbkFS+Z3y+TkJE1NTUxOTgIQHR1NWVkZiYmJp7WOkyU5OZlNmzaRkJAQMSe0Dj8hpxBJRESWqiO7lg0GA8XFxRFzwcaRoqKieOyxxxgeHo6YQCYYDNLV1UV/f3/E1CwiImefI7uWAXJzcyP6b9f999/PZz/7WQoKCsJdyqLNjBGUY1OIJCfsZHViiEQCr9fLCy++wAH7AWwFNrILsnEOOUP7+Fyz/hpe2vjSgrffcP0Nc/43MV8o9ZELPnJc//vxer04h5zseX4PaZlpJJoTKS0vpbmxmbzyPIIEQ90y/e39VFxQQV97H3tf3UtOcQ6xk7FMDEzQsa8DBmFX/S7eeu8tLCkWqsqqKM0qPWaYM1+Y3LCzAY/LQ25tLqOTo2RUZVB6YSkJuxJwv+qmv7uf3Kpcdm3bxQfbPsBqsxITG0PfcB/nFZ+3ZH63eDwempqa8Hq9AMTExFBeXk5cXNxpq+HDevDBB7nxxhvJzv5z0Giz2cJY0fHx+Xy0tLSETsiJiIgsRfN1LZeVlUXUaJTnn3+egoKCWSPrYmNjI+aE1kzX8tDQULhLERERWdB8XcuFhYUR9d/pu3btorOzc9bIOoPBEFEBUk9PD93d3eEuI2IYgsFgMNxFyKkzOjpKSkoKIyMjJCcnh7sckYhVV1fHxq0bWXvl2jldOdu3bKfQWkjHUMeCt6+/eP2s1tgjQ6kjA5r5QqfDeb1e6urqePypx2nqaSLaEk3VqirMZjNDXUN0NHZgzjRz8MBBzGlmbLk2HB0Oqi6vwhhjpPHVRpLikogxxFBdVU1PTw89rT18/PaPz6qlNLOU4qJiGpoaGBkZISUlZU531eFh2Mx92tvamYidwB1ws+pjq0i2JhMIBNi+czudLZ1sf2Y7patLKVpdRGxiLL5xH442B317+/jh93/I+eeff9J/hsfL5XLR3NyM3+8HIC4ujvLycmJiYsJc2eIEg0G+9a1v8e///u+sWLGCN954A4vFEu6yjst8J+S0F8OpozWDiMiJORO6ln/zm99w7733YrPZePvttyNqdB3Mf0LunHPOCWNFZzatGURETsyZ0LX8+uuvc8MNNzA5OclLL73Exz72sXCXdFwO71qekZmZSV5eXhirWvrUiSQisgjz7TsEYEmzYCuw8eaWNznnynMWvL2+oX5WiFRfX88B+4G5oVPFdOhUX1+/4DzWmQDq5a0v09bXRlp+GsPDw+x8eyc5BTlUr6pm8zObsY5ZKaouwmg2AuB2udn7yl7K1pZRWFFIQX4BteXT3USHXjzEstXLWHPhmjm1lJeVc/eddy/43phMJtasWTOr3p/8/Cc09zWTUZVBsnX6PyydTidenxeCkJqfSpw1jsT0ROIT4hmPHifWEktCcgIGg2HhH8RpMnMiYiZASkxMpKysLGL2QPL5fNx777389re/BWDPnj28+OKL3HXXXeEt7DhNTk4yMTEBTJ+Qi7QTWiIicnZob28PBUiR2LX8b//2b/z93/89AP39/fz617/mBz/4QZirOj5er5fx8XFg+oRcSUlJmCsSERGZy263hwKkSOxa/sMf/sAnPvGJ0Lrn3//93yMuRAoEArMmnUT6GMHTJTLOhomIhNl8+w7NsFgtDI8MY7FaFry9194769iu+l24vW62vr6Vcdd4aAxdWXXZnNDpyLF3ziEng+5B+hx9xKXGkVuTS7mlnP5D/TTVNdFzoIe03DQKqgu48qYrsXfbGRwZxBRtYv9b++mq72L5yuXkWHPIzc3l1VdfxT3qZvkly2fXvUAAthiWFAtD+4coTS0NHRseHibKFEVPaw/ZFdmkZqYyMTbBaP8oU54pJscnSctP46FHHyI6OjqsYzGNRiPFxcU0NTWRlJREaWkpRqMxLLUcL4/Hwyc+8QleeOEFYPpEyoMPPhhxARKA2WympKSErq4uysrKIuqEnIiInD2Kioo4cOAAUVFREdu1PONv//Zv+dd//dcwVnViYmNjKS8vp6WlhaKioog6ISciImeP3NxcxsfHmZqaory8PGL2KQZ46KGH+MIXvkAgEADguuuu4+mnnw5zVccvKiqKsrIyDh48SGZmZkSNEQynyDgjJiISZpaU6RFv83EOOUlNST3q7SkpKaGvvV4v77zzDvZ+O0aLkZzaHIwWIzve38GbL7+JOdkcGsUx03W0cetGJs2TZNdm0+nspMPRweD4ICuvWEnFuRXkleWx8tKVVK6tpKOlA0OcgRHnCG+//DZ+j5/s1Gwy0jNISUmhb28fKVEpJMUlsXv7bna9touc9BzKqsvmvm6rZdZYkMWqra7F6/bi6HaEjo2MjRA0BvF7/ETFRBFliiKrMAuzxcyUdwoMULamDFfQxcatG3nhxRdCexGFQ1JSEpWVlZSVlUVMgDQyMsL69etDAVJMTAxPP/00X/jCF8Jc2YmzWCzU1NQoQBIRkSVrJsCorKyMmADJ5/Px2c9+dlaA9C//8i/8x3/8R8Sse46UkJDA8uXLFSCJiMiSNRNgVFZWRlSA9G//9m98/vOfDwVId911F88991xEvYbDmUwmli1bpgDpOKgTSUTkMEd2/VhSLNRW11JdXs2WbVtwVjjn7Hnk6HRw6QWX0tHZseDt6y9eHzpWX1/PZPQkledUsmzNstDx0bJRPnj1A0aHRinPLA/d94D9AGsuW4Oj30HD3gbsXXZGx0dJzEpkyjeFz+vj0IFD1L9dT9u+NgJRAZJzkimqKcIz7OFA/QHSremUlZSR9/E8uvd0U5RURP++flJSUqgpqiGjMoNo09w/CUcGYIt97waHBjFOGtn58k5izDFk5mYyYB9gbHwMU6wJz5CHQGqArsYu/AE/5hQz8anxxETHUFFTwdrL1x5zrN/J5nQ65+wZFEl7GfT19bF+/Xo++OADYLqL5w9/+ANXXHFFeAs7Dk6nE4/HQ3b27K6/pTDiUEREZMbIyAhJSUmzwpb4+PgwVnR8juxaNhqN/OIXv4ioi07cbjcDAwMUFBTMWidozSAiIkuJy+UiNjZ21pQVk8kUtqkrx2u+ruWvf/3r/Pu//3vEXHTi9Xrp6uqioKCAqKio0HGtGY6PQiSReSwUJIRzvNaZaKm9zzNdPwfsB7AV2MguyMY55GTj1o2UZpZSmlXK9i3bp/dGsk53Jjk6HVTmVnLN+mt4aeNLC95eW1sb+j71DfVUrqwEP3hcHuLN0ycdkq3JJKUncfDtg9xy+S2h+6bmpLKnbg/2Pju2Ahul55ey+93dxJpjaW9sZ6B1gKGBISYDk2RVZjHlmQIjRMdFU1hbyOjAKEa3kbzcPBx2B8trls/a46iuro6NWzfiHDx2AHa09+7ZPzzLe3veI5AQIDo2mtSKVHq29vDW029RvKyYtkNtTAWmCEwFIAg5FTmMu8YJGoOM9o0yPj5OW08bl11y2YcapXe8gsEgnZ2dOBwOsrKyyM3NPaXf71RobW1l3bp1tLS0AGCz2XjppZc499xzw1zZ4jkcDjo6OoDpq7MyMjLCXJGIiMhcfX19dHV1YbFYKCkpibgTECMjI9xwww28+eabwHTX8hNPPMGtt94a5soWb2xsjJaWltDelYWFhWGuSEREZC6n00lraytxcXFUVlbOCjAigc/n4/Of/zwPP/xw6Nj//b//l/vuuy9i1j8TExM0NTUxNTUVGiEYKeHXUqMQSeQIRwsS2trbuOH6GxQknQRL8X2e6fpZe+XaUJji8/rY5dvFMxueIT8zn+TEZPr29jGeMo411cr6i9eHQq8brr8hFIr12ntJSUmZdfsM54iT8ppyxibGaGtow2w1k5CYgHvczcjQCCnxKaHQyTky3ZnRM9jDqo+tItmajLXLSkdzB8npydib7AQDQUrXljLVOoUlz4JvyoejzcGEZ4Ip3xTGeCOjw6M0NjSCkzmhUG1tLW3tbYsKwBaya9cuNr29ibSqNAKBAMMDw4yNjJFUkMTooVECvQH6GvsgFlKzU4mOjmbnn3YSFRuF0WQk6A3iG/eRbknH7XPj9/vn3UvqeB0rqAwEArS1teF0OgHo7e3FarXOuZp4qQWeR/qv//qvUIBUUFDA5s2bqaysDHNVi9fb24vdbg99PbMxtoiIyFJit9vp7Z1emzidToaHh7FarWGu6vhs2rQpFCCZzWaef/75iNoQe+aEXDAYBKa7qgKBgE4IiYjIkjI4OEh7ezsw/beqt7c34i5Yra+v53e/+x0w3bX84IMPcu+994a5qsVzu900NTXh8/kAmJqawufzRczo4aVGIZLIEeYLEgCcFc7TPl7rTLYU3+f6hvrpEOWwAOnNl9/E3mcnoyaD2LhYsvOycXQ6KMgpmBN0mUwm1qxZs2DdM0HE/ob9NPQ3sGz1MtIS0/B6vIw4R4iPjycjOYO8tXmh57WkWNizaw8Fqwtwu910tHfgcU//x3LL7hY8wx5iE2Np2t6Es9tJMDpI4bJCjFNGuvZ24RpwYc200tXUxaH+Q9x9y914vV4efvzhWWHINeuvobix+JgB2EI2vbyJYFIQ74SX0fFR0orTyEvKo2VXC+0H23n59ZexFdhIyUyh9NxSutu66WnvYbR3lPiUeFLSUrjooxex7JxlHGo+hN1uxznkJCkxibq6uhMKb44VVF537XV0dnYyNjYGTLcyFxUVzRsgLbXA80jf+973aGlpYffu3WzatIm8vLyw1nM8urq66OvrC32dkZERUfWLiMiZ7/Cu5Rk5OTkRFyAB3HbbbTQ3N/OjH/0ooruWAVJSUigpKVGAJCIiS8pM1/IMq9VKTk5OGCs6MatXr+bJJ5/kU5/6FI8++ii33HJLuEtatLGxMZqbm0N7OMXHx1NeXh72czeRTCGSyBGODBJmnM7xWmeDpfg+O0ecZBf8eS+W5oZm7H12Vn1sFVNTU4zYR1hz4ZoTCroODyLSi9Ox99sZmRoBP2SlZnHB2gsYc46xvX07K89dGXpcbXUtv//j7xnzjeF+x40hykBMfAwxlhhG9o0QDATJrcklLT+NnoQehjqHiDHGcMHHL6Btdxsd9R2Mdo/iaHWQE58DQXhl+ysLhiEn+p43dzRDBoyOj7L88uXEm+Opf6OeYFSQZVcuo6elh5zcHEb7R9n/9n6yqrNYuW4lvU299Lf1Y8m2kFmWSWJKImarmQMHDuB3+In1xrJx68YTCm+OFlRue3kbca/EkZWVBUxfVVNaWkpycvJxPc9SCZaNRiO//e1vGR8fJzU1Nay1LFYwGKSjo4PBwcHQsZycnDn7IYmIiITTkV3LMN31m56eHr6iPqR/+Id/4POf/3xEjY49smvZarVSVFQUMeN0RETk7HB41zL8+SLJSP17dfPNN9PW1hZRa4Yju5YTExMpKysjOloxyIehd0/kCEcGCYc7GeO1ZNpSfJ8tKdNj3Ga0NLVgK7CRbE2ms6Uz1KEyE3Ttqt8FsKgumcODCHOyebrDqdVOUnoSe7r20NvRS9Rk1JzxcVVVVYz2jtI/0U/NZTWkZqQy0DNAy/YWrFlWkjOTSctOIy0zDZ/PR4onhbGBMbpbuknNSSU+Ph6v20v0ZDRJk0m09LWckjAk6A8y2D3IssuWkZSaRMf+DpzDTpZdtozh4WGChiDxCfHkr8hn24vbaNvVRmZJJnEJcUQFo/AMeNi7cy8uh4sxxxiduzo5r/o8JqInuPDKC0+o3oWCSnOSGXOymbaONrKysoiKiqK8vJzExMQ5z+H1etnw0gYcRgd19XXEx8eTm51Lbm5uWAPPxx57jKqqqllXD8fExERMW/aZeEJORETOPH6/n5aWllldy8XFxRFzwQbAW2+9RV9fH3/xF38ROmYwGCLqZNBCXcuRekJORETOPAt1LUfSRZItLS1s2LCBr33ta7OOR9KaQV3Lp45CJJEjHBkkHM455CQlJeX0FhThFtpLJjkxecm9z1VlVTzyzCO0HmwlQICG+gZqP1pL24E2Du47SJoljXe3vUtudi4J5gRe+9Nr9I32LapL5shA49KrLqW5oZmWphaG2oeYMkzxV5/5qzkBVGNjI5YcC+ZKM4VVhUSZoohJipkeXUcQU6yJSdckCckJpAXTGLQPEggE2LFhB7Z8G4YpAyaviQxLBoGxwCnr/iotLuXgOwcxxU7X3tvWS1p+GjGJMbg73cTGxzIyNEJ6eTpF5xTRUd9B3so8oqOjGRscY1n1MoYcQ+x/ez/mWDM1RTVYbVb8Fv8J1ztfUDk1MUV/Zz9xcXGMDo5iMpmoqKggLi5uzuNnusfeb3ifyssqSclNwT3uZl/zPgYHB1mxYkVYAs//+I//4H/9r/+FzWbj7bffjqi9j2D6hFxzczMulwuIzBNyIiJy5vN6vTQ3N+N2u4Gjdy0vVS+++CK33XYbfr+f5ORk1q1bF+6Sjou6lkVEJBKcCRdJ7t69m6uvvpq+vj4MBgNf/epXw13ScVPX8qmlEEnkCLXVtWzcuhFnhXN298OgE0eng/UXrw9fcRHmaHvJmCZNTDonl8z77PV6ae9sxzPpYcI1gS3Phi/Kx3tvvkdGYQZFpUUUFhficXvY17yPpveaCBgDi+7qmQk0/H4/drsde48dj8eDNc/K2rS1BPoD8wYi9Q31ZJdlY8m3MHhokKj4KEaGR+hp6yHJlkRgOIDBaMC3zYc1x0psfCxRhii6G7oZbh9m1ZpVfOTyjzDcM8yYaQyL1TLne8CJdX8dGRCODYyxf9t+YswxDPUPkZ2WzaB9EJ/HhzHKSFJyEn1tfXh9XgJTAbr2deEadGEMGilcUciy+GV0N3Qz1jl9te+mVzZRdn4Ztk4bubm5REVFHVe98wXCQz1DBHwBPOMeEhMTqaqqWrB7Z6Z7rGplFYnmRGxZNgA8mR7aGtpIs6ed1sAzGAzyv//3/+b//b//B0xfYfPkk09y//33n5bvf7L4/X4mJyeByDwhJyIiZ4fu7u5QgBQdHU1ZWdm8XctL1cMPP8znPvc5/H4/AP/5n/8ZcSFSIBDA4/GEvo60E3IiInJ2cDgcoQApEi+SfOutt7j++usZGRkBptcMX/jCF4iNjQ1zZYsXDAZD6zZQ1/KpoBBJ5Ai1tbW0tbexfcv26a4N6/SJaEenY86oMTm6o+0l8+6md4nzxS2Z97m+vp6W3hZuv/d2xifGsffY6TR30t7VjvV8KyWVJaSlpQHQH9PPi3tf5OIrLl50l4wlxcKQY4gR9wi9w72YrWZSrNOdLXt37sU8ZsbtdtPY2Dira2tfwz5SM1LxBX0M2gdpb2hnamqKnoM9xJnjyFmWQ4IlgYmRCfpa+5gcn8Tr8lJRU8HKS1fidXoZ7R9lWcEyRlNHT1r310xAuL9zP5OBSSZjJ4mNj+XA9gNgBM+wh8FDgyQlJxFjiGHYOUxGfgYen4fhlmHGneN4J7yMOcYoXF5Ia3Mr7gE39j120lPTqVhfgcPrYHRidFbnz0yQdKx6vV4v0USz4fkN1H9Qjy3DRml5KUVlRXQ2duJyurj60quPOv5tpnusILGAHe/vYLRslGRrMvHm+NC+TcGh4GkJPH0+H3/913/Nr3/969Cx7373u/zTP/3TKf/eJ1tMTAzl5eW0tLRQXFwcUSfkRETk7JGXl4fb7cbn81FeXj5v1/JS9cMf/pBvfOMboa8/+clP8tvf/jZ8BZ2gmZHDBw8eJDs7O6JOyImIyNkjPT0dl8vFyMhIxF0kOdO1PDExAcAFF1zAH//4x4gKkODP4Z3f78dsNqtr+RRQiCRyBJPJxA3X3xDqsOi195KSksL6i9fPu9eNLGyhPWksaRYyizOJckaxunb1knifZ2pNy0gjjTQKCgoY6BgAE/Q397PLvYvKZZWMDY/h6HSQmJBIXNL8JxPm65Kpra7l0eceJTY/luXnLyfePL2/0ujQKDHGGCYNk/zsFz/DG+Od1bXV3t0OThh0DRKfEk/BigImPZN4J7z4fX6iYqLIKMog4AswNT5F+/vtBIYClJSU4GxzMjU4xd1fvpva2lrq6+tPWpfdrl27eGPnGwxNDOHxesgozuDae6/l/S3v0767HbPZTLQxmkBBgKGeIfyTfpzDToxRRsZHxkkvTseAgajoKIY7hjnkP0RPYw/FhcXc9dW7sGXZSEpJYsf7O7Bl2ejt7SXNPv1zOVa9MwFXm6ONwmWFTDDBgHuA9i3txL0SR3ZGNsuKlrFq1aqjvsaZ7rGCkgK6u7r54NUPsBXYSEpNwt5ip3NXJ7dfe/spDzwnJia44447eO6554DpxdEDDzzAl770pVP6fU+l+Ph4ampqdFWQiIgsWTMBRiAQiJg9B4PBIP/wD//AD37wg9Cxr3zlK/zkJz+J2L0AoqOjqa6u1ppBRESWrJkAY2JiIrSXdiQ4smv56quv5plnnonYCz0NBgNlZWVaM5wiCpFE5mEymVizZs0J7w8j0+bbk2bGTNCyVN7n+Wqd8Exw7sfOZah/iNbdrXT7u0k0J3LeOefhHfMy7Bie/7nm6ZKpra3F/5ifjoYOEpMSSUpNCgVSxYXFDA8Ms7t1N/d85R6SLEl0dHTQ3NaMY8RBy84WMsszyVuZR3pJOvte30flpZU4e510ftCJd9yLJdPChHOC0d5RJocn+cxXPsOenXuIdcWG3t/5uuyGHEMcqDuAf9zP67xOfUM9tdW1Rw3yvF4vjz/5OB2uDkzJJlZds4qYhBgmxie48lNX0vR+E3te20PsaCwHXjuA2+gmozwDZ5+T/rZ+3MNuDPkG0nLTSLYmM9AyQJwpDnOsmY/e8NHQ2Liy6jK6u7pp3NaIP9qPZ9CDw+44ZrfaTAfcBesuIMoYxdDIEN193ThSHLTsauEjyz/CjTfceNSg0uv1Mjo8SuvbrbT3tBOTEkN+dD6uIRfdXd0M9w1TU1QzZ++rk210dJSbbrqJ1157DZj+3fToo49y++23n7LvebK5XC4cDgeFhYWzFnNa2ImIyFIyOjpKfHz8rL/r0dGR85/LPp+PL37xizz00EOhY9/73vf4zne+EzF/cycnJ+nq6qKwsHDWex8p9YuIyNnB4/EQDAZJSEgIHTMYDBEVIC3UtRwpF874/X7a29vJzc2d1S2uNcOpEzmrYhGJOPPtSTPjdO4lsxjz1ZpoTsQ95saWZyMrPYsLz78wdFvjnkbaW9pxDi7c1XPknkGDzkGiE6P54OUPGHePk2hOZPU5q7no8ot46r+ewpxuJsmSRF1dHW+++iZeg5eyS8poOtDEuHOcxnca6WrswtHpoCKjgmWXLqPnQA89B3uYGpnCaDCSW5LLwMQArlEXfW19lKSX8PDjD4fG41WVVZGfl09DUwP2Q3baW9vxRftYfvFy0jLSQntWtbW3LRiQ1NfX09HfQXxGPDnVOUyOT9KxtwPXqAvvlJe8vDxq1tZwQdkFHGo/xKvbX2VP5x7Sy9Kp/EgltgIbYwNjDLQN0LqrlcysTKKCUeTm5JKWkRb6PtGmaC696lKaG5rZ9tY2mnc3U2mpPGa32kxXGX4Y7hsmwZzABWsvwGAwUJdeh8/lO2aA9MKLL9A70suQd4iCFQUETUE8kx5yy3IpyC3g/dfeZ/3F609pgNTf388111xDXV0dAImJiTz77LMRtZ/ByMgILS0tBINBAIqKisJbkIiIyDyGhoZob28nLi6OioqKiAqPYLpr+ZOf/CR/+MMfgOkTKD/72c/467/+6/AWdhw8Hg9NTU14vd7QCMFI7Z4SEZEzl8vlorm5GYPBQGVlZUSNu4Uzo2vZ6/XS1NSEx+PB7XZTWVkZMeFXJIus1bGIRJTa6tqTNj7tVJuv1tLyUrZu3UpKdgpr16wN3dc56CTWGMvKkpUL7ulUVVXFCy++wAH7AWwFNtJz0ul7uQ//pJ/l5y2npLIEl9PFQOcA77z+Do4BB8U1xdjtdvbs2YPJbGLVpavY89YeLDkWcmtyiTPH4fV4IQg9e3tYeflKTCYTsfGxZBZmgg+693fjnfDy7qZ3Ge0Zpc3QRkZRRmg83ivbX6Eyt5I7bruD+vp6PEHPvHtWbd+ynfr6+nm7xOob6knLSqNvpI/ulm6MMUbS8tOwldpwdDs4uP8giYFERjNGcXvd1FxSQ1d3F1OBKXxeH16PF++Ul4HOAQKTAS678TJ2/HEHlgQLW9/eSntPO/Hx8eRm55Kbm0vViirc427OrTiXu++8+5g/y2HnMJZkC6OOUQA8Lg+eMQ8JyQnzjhqc8/r+p5Pp+k9dz566PXTu7cRWYCMmNob33nmP/YH9fGT1R075GLvXXnstFCBZrVb+9Kc/cf7555/S73kyDQ4O0t7eHvra6/USCAQiZmEqIiJnh/7+fg4dOgRMBxkDAwMRN0d/3759bNy4EZjuWn7ssce47bbbwlzV4s2ckJsZp+Pz+fD7/VoziIjIkjIyMkJrayuBQACA7u5uSkpKwlzV8RkYGOCRRx4JfR2JXctNTU1MTk4CEAgE8Pl8CpFOA4VIInLKzDc+7fCg5VSfhF+MmW6hXfW7aNnbwv7G/VSurKS8spyxkTFGu0aZHJqkP70fn8cXqn9ZwTKuWX8NjY2N8+7pNBNEzAQ0jXsaySnLITEvkeS8ZMw2MwUVBYyWjfLui+/Stq8Nn9dHS2ML9i47RSuL2L9tPwN9A1R8pILU3FTMaWbGh8dJTk/m4DsHaXinAbPNDIDL6cI96Gb/2/spSS2hILWAQ4ZDXLDuggUDoqPtWWUrsFHfMH+I5BxxUl5VTsMzDUwZprj0k5diTp2uw5xuJio6it5dvYyOjDIyMsJU7BRFa4pwu9wMdg3S3NlMfFI8cQlxjHhHeOdP7+Af8BMsC9Lf30/BigJ8Jh/7mvcxODhIQW7BokPHQCBAXEwczn4nyUnTm1mmZqaSkDzdZr6YDriZ98WWZQt1QrU0tTDoGoRxsFgsp3yMHcDtt99OR0cHP/3pT9m8eTPV1dWn9PudTH19fXR1dYW+Tk1Npbi4OGIWpiIicnaw2+309v754pL09HSysrLCWNGJOeecc3j66ae56667+P3vf89VV10V7pIW7ciu5cTERMrKyiKuG0xERM5sg4ODdHR0hP5eJScnU1hYGOaqjl9GRgabN2/m8ssv5/vf/37Edi0DxMTEUF5eHnHdYJFKKzMROWVMJhM3XH9DKLA4Mmg51Sfhj2VmbNlMt9AVn7iC+p31vLXhLd54/g2yMrMoLSyltKiUwGiA3p659S+0p9ORAU1LUwulq0oxJZro7OpkyjVFWVkZYyNjNDc244/2MxE1QXRMNDGWGLrauhgZGGHV+lUkpiXiGnJhzDBiNBoxJZow28zseG4HWeVZxCfFE/AFGLOPkWHJoPaCWup211F9SfVRA6LF7Fk1720pFmLiYkhOSiZgCDDuGscQbcA76WVkcARzopm0rDSMBiPmBDO7D+6mLKMMs81MbnUuBGCwe5DO3Z24hlw0fdBETmYOy9cuZ2xs7IQ7f/x+Py0tLWTaMtnXvA93lpv8inwSU6Y3hVxMB5zX62Vfwz6is6Nxvu4MdUStv2k9UVFRtB5opbe+97R9dr/1rW/xhS98AYvFclq+38kw3wm5/Px8BUgiIrJkBINBOjs7cTgcoWPZ2dnk5OSEsaoP5/rrr6e9vT2i1gxHdi0nJydTWlqqDiQREVlS5rtIsqioKGL/Xi1fvpzm5uaIWjMc2bUcFxdHeXm5OpBOI4VIIvKhHLnvjyXFQm11bShkOVrQEu5aR4dH6R3p5fpPXY8ty4bP66Oro4vSNaVMBaZYUbOC+Nh47J12KnMruf0vbw91Hr313ltzXuvhZgIan9dHc0MzO9/dSVZNFrlFuZhjzYz3jTMSP0JfZx9BglReUkl+WT5DriGiB6Lx+/wMdA0wPjqOKcGE45CDga4BYs2xEIComCjG+sYYaB0gsziTZEsyyanJXHPjNVRXV/OL//cLSrzzt1XPBETHu2eV1+ulrq6Od7a+w56De5gITJBlzaJzdyfJ6cnExsfiGfOQbEqmMK+QeE88ff19OPudHNp7iOTsZPra+2jd0Yp9n53o2GjiLfGYU82UXlRKU3sT2WnZrF65mo62juPq/PH5fDQ1NeF2u8nKyqLxQCNbNm4hbkcc1nQr8aZ4DB4D1fnVC4ZRM6Fie3c7GakZFOYW4h53hzqiVqxYcUr38nrppZdwOp188pOfnHU8UhZ2Z+IJOREROfMEAgHa29sZHh4OHcvPzycjIyOMVR2fvXv38tJLL/HNb35z1vFIWTOAupZFRCQyRPpFkn19ffzoRz/i//yf/zOryzeS1gzqWl4a9G6LyAk7spNnZt+djVs30tbedlpGfi3WfLW2vt3KkHeIPXV7QmPL7H121l67FuewE+OkkTXnr8FZ4eTdTe/S+otWvDHeRb1WS4qFwf5B2lvasffZiUuJwxhrxJBowDXgIikxicsuuYzf/vS3JOUkUXVOFZVVlbS1tNHX2oe91Y5n1EPbB23k1eSRkpsCQXANuZhyTTHaN0pCSgIFqwuoWltFwbICnH1O9jbvxdHnwDni5I3X38AYbwztLRQVFQX8OSBa7J5VM+HRI088wu6G3cRnxJNTm0NPRw/GeCN+v5/R3lFiYmKwJds4f9X5OOwOBvYP4Iv2ERMVw9jAGEP2ITr3d5JoS6T0wlKyyrMITAXoO9jHQO8AV//l1ezfup+8ojyuu/U6gEV1/kxNTdHU1MTExAR+v599+/fhjfGSV5zHyMgIHQ0deN1ezlt2Htesv2bB55oZQfjR6z5KY3Pj9OvJsuHJ9NDW0IZpn+mU7eX1xBNPcPfd0/s9WSwWrrnmmpP+PU6lQCBAW1sbTqczdKygoID09PTwFSUiInKEma7lsbExAAwGA0VFRVit1jBXtnjvvPMO1113HU6nk+joaL7+9a+Hu6TjFukn5ERE5Mx3Jlwk2d7ezlVXXUVzczMDAwP8+te/jri/tepaXjoUIonICTty358Zh++7sxQ6kGD+Wtt72ilYUUDn3s7Qvje2AhvJ1mSmpqYYcY4A0yPgJgOTHGg9wD1fuWdRr7W2upaHnnyIQGKAtdeuJa87j4b6BuLi40jLTsM75MVut9PW2oZtmY3MrEwC/gD9rf1EB6NJL0zHN+nDPewmxhxDsi2ZBEsCxigjzh4nPQd6iI6LJsWWwuT4JHFJcUSNRNHZ3MlA/ABpJWmMj47jnHDibHbSP9BPmjWN5uZmdr22i5qiGqrKqijNKj3qnlUz4dur771Ks6OZrOVZLLtsGUajkdR9qfR09hCXFIdxysi5NeeyavUqDjYe5O0tbzN0aIjhiWEmg5MkxSdhwEBGWQb5tfmkFaaRlptGlCGKtPw0Gt5soH5nPen56bQ0tVC1omr6/V1E5093dzcTExMA9Pb20ufq46JrLpoTjG3fsp3GxsYFP5MzIwhXnLuCsbExPnj1A2wFNpJSk+iz93HgrQPcfMXNJ30vr5/+9Kd87WtfC3391FNPRVyIFAwGQ3OJI/GEnIiInB0cDkcoQDIajZSUlJyyDuNT4aWXXuLWW2/F4/EA8OSTT/KVr3xlyVy0tRjBYJCpqanQ15F2Qk5ERM4OY2NjswKkSOxaXrduHT09PQBs3ryZvr6+iNv7ceY8A4DVaqWoqCjigrAzhUIkETkuh4+Ee+XVV0gtS2V0fJQkS1Ko0+XwfXeWTIh0xB5FAPHx8UwaJpnyT/Hck88xNjpGZnUmw6PDuD1u4oxxdHZ2kpuby8jICOZ081H3GJoVItXWEv1YNK6AC+ewk0RLIkFfkHeee4eCsgLiE+J54+U3GOwdJLsmG4vFQvv+doaGhrjwhgs51HmIoe4hABytDiZGJ7DmWPH7/Ngb7JjiTZjiTUy5pwj4AiQmJXLQfhB/0E/lJZX4XD5GW0dxtDpItCXy1p638E34MAaN5Jfkk1GZwSvbX6E0s5Qrz7+ShqaGefesqqur44D9AEnpSSR7kilaWUR+WT5Tk1MEAgFiomLo7+4nOiaafbv38earb3Ko5RCWFAvuODfGBCPLVi1jcnyS3a/upvSCUhLTEomOjWbSM0lSUhLZxdkMdA6wt24vF3z0AnyjPmBxexjBdMfLxMQEPp+PwZFB0ovSF/1zmjFrL6RJJzEpMeRH5+MactHd1Y3BZSA7KfukdtcFg0Huv/9+vv/974eOffGLX+SBBx44Kc9/OkVFRVFWVkZTUxO5ubkkJyeHuyQREZE5MjIycLvdjIyMUFZWhtlsDndJi/b4449zzz334PNNr5OuvPJKnn322YgKkODPF5v4/X5SUlLUtSwiIktScnIyubm5dHd3R9xFkod3LQNUVVWxefPmiAuQALKysvB6vQSDQXUth5lCJBFZtCNHwsWkxRBni5u1Z0woSPqffXeWipk9ig6XmZ7Jc79/jknfJLHpsUyNTDE4PEh8djyGGAOWdEvotQ0ODlJUXTTvc8/3Wk0mE0UlRRgzjBgnjbicLlauXIlv3IdrxEVXcxdTg1OsrlpNx/4OXn7yZZr3NZNRnsGkZ5KoqCgCUwEKVhSQZEuir7WPwfZBzKlmLJkWUnNS6TvYx+jgKOl56YyPjtP0XhNRcVHseXMP3lEv665YR1ZWFnU76zjUeAhLgoXb7rmNsuoyok3Roe6c8rJy7r7z7nlf20z45jzoxBBlwJw6fbIlJjaGxJREEmoTsFgtvPnHN9nbvZeU9BTWXrWWpKwkXv7vl8mrzKPmIzXYD9qnu7By0jBEGfBN+YhKjiI9a/rEQVpWGj17e2hqaCJxMpG6d+tmdUQdjdFopKysjGAwyCtvvkJ2Ufa891voM7nQXkieSQ+5ZbmsWLGC3dt3E+uKPWknavx+P1/5yld48MEHQ8e+853v8L3vfS9iF0XR0dFUVVVFbP0iInLmmwkwpqamiI2NDXc5s8xcqLWrfhd79+6ls7OTKd8UKSkptDe1s/XtraH7FhYVUlBSwPd/8H2qy6tZWbty3j06lyqDwUBpaanWDCIisqRlZWVhsViIi4sLdymL9qc//Ym/+Iu/CHUtr127lg0bNmCz2cJc2YnLz88PdwmCQiQROQ5HjoTr6e7BaDZSXF1MW0MbafY0CgoKgMWNITudLCnTo9oO5xnxYDAYSCtKY6xvjFhzLFFRUZhTzRiDRnIKc0iITWDvtr0M9w5TvaJ63ueeea2Hd2k5R5w0HmgkLyaPdZesC4VrM+rerSPKGcVA3wCNWxtxupwQA6ZkE80NzTh7nJiiTUQFo0hKT8JkNjF8aJjM0kwAuhq6mBifwDXo4tD+Q3Q1djHhnqC4uhhTvIno9GjsvXYMGCiuKSYuM46gMxgaEweL6xibCd8SzYkE/UFcw67QbTExMXjcHmItsaRmpWJNtHLedeexbO0yWlpapgMnEwwNDhGVEEVUdBRet5f08nQGDw2Smp4aOnng8/gwJ5oZah+aDvVcsbM6ombV5HSSkJBATExM6NjMhorz/ZyP/Dkd6XTvhTQ5Ocldd93F73//+9Cxn/zkJ7NG2i11Ho+Hrq4uiouLZ21mqZNBIiKylIyPjwPTGzDPMBgMSy5Acrvd/OwXP2NX0y4GhgcYHh7GnGHGVmzjnT+9Q1t9W+i++ZX5lK8tZyJ9AneKm/0D+7G/ZV9y+5HO8Hq9tLe3k5+fP+sknNYMIiKylExNTeF2u7FYLLOOR1KAdGTX8lVXXcWzzz4bMZ3XgUCA9vZ2bDabppssQQqRRGTRjhwJV1peyo73d5BXlofZasbeY6egoGDRY8hOp9rqWjZu3YizwvnnPZFa2ymqLsIX8DF0cIi8ijx8Uz5663tJsiVxcPwgKQkpdDR0kBKbgsFjwDnonLPXjqPTwZXnXzmrSyu7IJuBiQHqttWRaEnk4ksuDgVJzkEnfW19GFwGGuwNVJxTgdfoxdBjwDvuxZplxeVwERcfx0DnAImZicQkxmBOM2OKnw40eht6GTo0RExMDDHEEDQGKVlZQnJGMonmRGqX1RJjjOGDVz+AXjAlmUgyJ815X47szjkyCNvfsJ/R6FGKSopobGikp6mH7NJsklKTmJqaIuAP0N7QTnAiiDXNSlJqEoFAgIHBAeKS4wj6g4wMjhAdE028JZ62XW2YM80EA0GGu4aJjYplcnyS5u3NJMcks2LVCvKS8hbsjBoYGKCzs5O4uDgqKytnBRgL/ZwP/znN95k8nXshjY2Nccstt7BlyxZgOvz67W9/y5133vmhn/t0cblcNDc34/f7aW5upqKiQptaiojIkjM6OkpLSwsGg4GqqqolexLI7XbzD9/+B3a17yK9JJ2J4QnSK9OpuaSGlx54aVaAVHNpDbUfqWXVx1YxMTGB1WzF2eMkz5bHgYYDS2o/Upi+cKapqSn0/ysrK2ddBCQiIrIUeDwempqa8Pl8lJaWLqkLohfrJz/5CX/7t38b+vq2227jkUceWXIXzizE7/fT0tLC2NgYIyMjVFRUzLoISMJPIZKILNqRI+HKqsvo7urmg1c/wGQ2EZwMEhuIXfQYstOptraWtvY2tm/ZPh2EWS0c3HcQa5GVFbUrCAwFyFuZR3ZRNp0HOmnY1UBrYysrV65kZc1KogujKc4vnvV455Az9FqDweCsLi2AgpICop+N5q1NbzE6OEqcKY6mxiYGegYIjAeYCkxRdkkZyy9Yjr3DzkDnAPYDdqyZVizpFsYcY3hdXlp3tBJliiI5I5mRvhG69nbRe7AXn8eHLd/GxOQEpctLMUQbGOwaJLE8EYPBgNlixlZgY+87ezFGG7nuuuvmvC+Hd+ccOa4wPScdX7OPF59+kfzSfKICUXS1duHodWDJszA5McnE0ATDncOsvWAtFpuFseExnE4nXr+XrKIs+tr7wDu9IMgpz6F5ezPvP/c+1nwrKWkpdO3rYqBtgKSoJG758i1MTU6RMJEw78+wu7s7tCnkxMQEDocjNNP38BEwLXtb2N+4n8qVlZRXljPqHD3qZ3Lmcx1tiubSqy6lsb6Rd994l+5D3bjdbuKD8eTnnZz26YMHD7J16/Q4mvj4eJ555hmuueaak/Lcp8PIyAitra0EAgFgel+nQCCgEElERJaUoaEh2tvbCQaDAPT09FBcXBzmquaaCZBefu9laq6qwTfpIyo+iqzyLAwmA60ftIbue8GtF5BRlIE504w1y8rQwBAT3gnMVjNjnrEltx/pzAm5mQ2xZ9YMIiIiS8n4+DhNTU34/X5g+rxDcnJyRHXMTk1N8cQTT4S+ntlr+ciJOEuV1+ulubkZt9sdOjbz85ClQyGSiCzakaPCZk66Nzc089rG1/CN+liRuWLBMWThZDKZuOH6G0JdNr32XswGMxnJGaxYsYLu1m7GhsfIL8+nZHkJ0fHRRE9Gc+H5F1L3bh2x8bGzHm8/ZMc14iIQDNBBB5tf20x6cTrxifF0dnZi77Hj8XhIykrCEDDw3K+fw5xtJqckh4LqAsYnx2nf305MXAyp1lQOdRwioyKDsbox9r6zl3hLPKNDoyQmJzJkH2LEMcJg+yAel4coUxR5y/NIzUxl0jVJW10b8enxFC4vJC02Da/by949e7GmWnGPuRk6NERGega2jNkzcI/sztm1axdv73qbjKoM+kf6eemFl3BNuLAWWRmPGseSaiF6JJrmnc0YdxlJTEikoLAAS6KFCfcEJWUl7Nq9C3+Mn+SUZGLiYxjoHKD1/VaSrcnkl+ZDALY9t42+g33kluUSlxBHWUUZl191OXlFebz/2vucf/H5s+oMBoMcOnSIgYEBYHoxMTY2xt7GvThHnCQnJuMYcDARPUFmcSZXfOIK9u/aT/179XTu7uSitRcd9TOZnJjMgYYD9Dn7cI25aNnXQiAqwLnXnot73M2EY4It27ZwqOvQhx4Tc8455/DMM89wzz338Nxzz3HRRRed8HOdbkeekEtKSqK0tDRiFqYiInJ2mOlanmGxWCgsLAxjRfM7PEAyZ5mxFdno2t+FMdpIgjWBRGsi5996Ptuf3U7VxVVceMuFNL7bSJx5uqNqZqxwckoyI84RMrMzl8x+pId3LcP0KKDy8nJ1IYmIyJIy07U8c5FDQkICZWVlERUgwfSaYMOGDVx66aX85V/+Jd/97ncj5jUc3rUM09NaysrK1IW0BClEEpFFm29UWLQpmqzcLEoLS1l/8folc/XjfEwmE2vWrAnVWFdXx8atGxlzjoVG842WjWKKMeEaclFTVjMraJl5fG1t7XTHTvAAmQWZ011Ngwc51HeIxx96nIzyDFIyUjAnm9nx2g66Hd2Yi8zc/JmbiYqJomF3A1lFWUTHRNPb08u7b73L6PgovoAPa5EV16CL7sZuRnpHMKeZMaeY+di9H8Mz5mG4e5iS80pwO914nB6m3FOMDoxiTjJTXVlNSXkJ/T39tBxsYV/dPsa6x0iKSaK2vJadr+0koyhjThdVbW0tXq+XRx5/hD76sH9gZ89be4g2R7Ps8mVkF2TjGfHg6HKQlJ1EeVw5F194MVfecCXRpmj27tnL8797HteIi9zMXLa9vo3Mqkz8QT+uYRej3aP4hn2MdY/R39VPfl4+195yLQMjA9gKbMTExrCrbhctO1v4yOqPzOoWCgaDtLW1MTw8DEwHSE1NTXQMdYTGBh5oOEBdQx0rV61kxbkriDZFU1FTgXPQyfYt21lZu3LBz6XX68Ux4KCuoY4169cwMTGBc9JJyZoSYi2xGAwGzl99PsmJyWzfsv2kjIm55ppraG1tjahFUX9/P4cOHQp9nZqaSlFRkTqQRERkSTm8axnAZrNRUFCw5E6keL1efvbzn/Fu/btYC60kpycz5ZkiJiGGsaEx3E43FII1x8r1f389wYkgo4OjmGJNTLgmgOmrjk0xJtzjbuLj45fMfqRHdi0nJCRQXl4+ZwSxiIhIOJ1pF0nabDZ27NgRUecZjuxaNplMVFRULNkRxGc7reQk5Mi9UCwpFmqra5dcR4mEz3wj4Y4MIyLJ4a8nNSeVaH80m5/YTEJyAgW5BfQf6qexq3HOa6uvr58zuq7P2cchxyEOvH+AnOocCkoLaN3biiHaQFp+GgnWBFIyU7Bardi77Ez4JggQoG1fGwOOAeKT44kxx5CzLAf/pJ8pzxRGk5GktCSmJqYYGRjBN+HDVmzDGG3EPeLG6/EyPjpOTnkOUf4ohvuHMVYZ8eMnNS+VqeAUI+0jLLtgGV6jlzhvHCaniV57LykpKbO6c7Zt28aO+h0kZCfgxz8dIH10GXk1eXjGPCRnJhObGIvX7SU+ED99H9P0n5Dqmmr2Ve/jzU1v8tHrPkpKYgot21rwTfiIIYaVy1eSnJrMwOAA1jQrlaWVXHn9lTQ3NNPS1MKgaxDGp68UPrzTx+/309rayujoaOi9n5iYoGOoY857v2b9GhytDpobmqlaUQWAJc1yzNEu9fX1TERPsHLVShytDrq7ukkrTSM2Ppam/U2UZpeSm5tLVFTUCY2J2bZtG5s2beKf/umfZh2PpIVdpJyQExGRs9eRXcsAWVlZ5ObmhrGqhe3atYtX33uVOGscCZYETAkm7I12DtUfIrUgld6WXtIK0khKT6KvuY/CskLszXaSUpMY7x9nqHdo1p5I+bZ8uhu6w74f6Zl2Qk5ERM5MR14kabFYKC4ujpiLJMfGxvjWt77Fv/zLv2C1WkPHI+k8g7qWI49CJAHm7oWSXZCNc8jJxq0baWtv+9AjnOTMMN9IuCPDiKVqoZD0mvXXUNxYTH1DPXlJeSQHkjEajJinzMS74+d9bfUN9dMh2v+EGAC52bk0tDRgLbAy0DNANdV0tXZhTjdjb7djy7bhHHFitVqJjY1l5xs78fq8BIwBelt7SctPI92STl9zH+PD46QXp1N2URkHtx7EYDTQc7CH5PRkkqOSGXWMMjkxiTXHij/gJyklCVeHi/o36wn6grgDbmJMMQw0D5BoSuTjt38c16hrTleO2+3m6aef5s333mT7ju30DfZRml1KZlEmhhgD2WXZ0+HaUDSjPaNEB6OxZFgYs48xPjkeeu1RUVGcc945GJ1GEiYSSI9OxxXt4tJbLyUpJYn2tnbGXeOMj47jnfRSUlZCtCmaqhVVocCn9UArvfW9offZ5/PR3NzM+Pj09zEYDJSUlPD8huexFdhIsiSFxgbu2bsHY4yR4YFhfveb37H2krWUlpdSVl2GxWo56miX+oZ6MoszWXHuCpobmnlq31MEJgNE+aLIyc4h0ZwYOvFxrOc60ubNm7nlllsYHx8nLi6Ob33rW4t+7FIw3wm57OxscnJywliViIjIbEd2LQPk5eWRmZkZxqoW5na7+fEDP6bf1U9SVhLRidE4+53seGYHnjEPmWWZZJRmMGwfJsmWxJRzisb3Gpkan4LM6YtsXnn0FdLz0klNSSXeEE9XXxfV+dVhvaBLXcsiIhIJIv0iyYGBAa699lp27tzJ7t27efnllyMqPAJ1LUcq/XQEmL+zAsBZ4TxpI5zkzHDkSLgP61R2wM089+763byz/R1GPCNULK9g2epluEZdbNy6kabmJoqLpjdaNkYZKSouora6lqqqKhobG6lvqOet994iOTGZmOgYJnwTbHplE2Xnl2HrtIW6VHJzc4kORDM1PkVbbxvF1cW0NbaRVpRGSkoKBgx4p7wE/AG6DnbhdrupXVeLd8LL1t9txTXkwhRnYnJ8ksyKTErPK8Xv82PJsdCxq4OR/hFcAy484x5Ss1IJTAUYaB3A0eFgLGmMOFMcyXHJ9DX34fF5yCnIwWa1kV6UTrQpek5Xjtvt5v7v3U+zo5ncZbnkBHKYapjCGGfE6XCSkJzAuHOcDEMGplgThigDAV+Acc847S3tpMWn0dnZGXr9o85RllUv4+4778br9fLsc8/ywssvEDAHyCnNYcI0wah3FGefk9dfeZ2+3j484x7cbjeJ5kS8Hi/FaX/e8HpwcDAUIEVFRVFWVobZbMY54iQzL5NdH+yitasVf7Sfsakx/D4//lg/k4ZJSIYd7++gu6ubpKSkBUe7eL1e9jXsIzo7Guekk/j4eEoqSrDmW1m+ZjmOXgcj9pHQ/Y9nTMzTTz/Npz71qVBb9saNG/m7v/u7iFoUGQyGWRtg5+fnk5GREcaKRERE5hobG5sVIBUVFZGWlhbGihY2sw/SB00fYCu1YU4zM9w7zI5nd+CdmF4zjA2MkWxLpv9APxm2DJbXLCclMQVblQ23x83o2ChTk1PEDsWSSCJV5VWsrF0Z9gu6ZrqPANLT08nPz4+YE3IiInJ2mJycpK+vL/T1Uu5ank9nZyfr1q3jwIEDADQ2NtLa2hpxU4GA0LkGdS1Hjsg5myWn1HydFbC4cVAS2cI5xvBUdsAd/tz+WD9xxXFkWjMZGxijq6OLS6+6FGexk0d/+igZWRlUn1sd+v4b3tzA7576/7P350GS3Nd9L/qpfd/Xruqu6n26Z5+ewWCwECBAEgAJkhJJkZZEU7QWW3p6smTa971nPTveteRrKW5I14priRRFyyYpkaC4AQQJAoN9ncHsW+/7Wvu+ZlVlVeb7ozzNGWAADECAwJD5iZiY6OyuX2Z2Z1WePN9zvudbOEIO/P1+Ar0Bzp4+y9LsEkF/EG/ES7lRZnppmlwux969e9FoNAwNDVE8U0TX0RGfjKMVtahaKhxuB2ceP8NyYJnTxtOsL67Tt78PvVFPNVfFHXbjH/YTGA3QETt0Wh30Zj2NagOjzUhH7FDNVknlUlRyFdQHuhWdFreFnvEehLJAajFFyBNi/4H9uKNu9Ho9F565wOjY6Pbv5MpOmu9+97ucmTtD/95+mkKTWrGG3WPHH/WzOb3ZTV6spLEH7ajUKpBBQqIQL1BJVxi7c2z7/CPhyPbcKOgKjQP9A/iDfnyjPlK5FKIoMn5wnEq1wtLZJVY3Vtl7y16iY1Fmz8wyeWySPl8fatTbiRBBECiXy4yMjGAymbrn4HCyMLdAppXBHrKj7qixeq04wg4ScwmK2iLukJvIaIRTj55CXVPz27/62695fazF1/C7/ETDUeq1Oi1Ni/lz8/QO9W7PGACumo31RnzpS1/iD/7gD7aTKZ/85Cf55je/eUMJSJeJRqN0Oh1cLtdVbfIKCgoKCgrvFex2O729vcRiMYaGht4Tc4GuxZVzkPxDfjy9HmLLMc48fIaO2LVyMZgNWH1WCvECIW+I3Tt3YzFbMNvNaFQabBYbAFVNFYfD8Z4RkAACgQCiKKJWq5WuZQUFBQWF9yQGg4HBwUGWl5cJh8Pv2a7lazEzM8M999xDLBYDIBQK8cQTT7Br1653+cjePA6Hg/7+fkqlktK1fANx42W0FN4RiqUiPZGea37vzVo4Kdw4vNs2hu9kB9yVa88uzWLttxIZilDOl7nwzAWWZpcAkKwS/jE/E7f8ZD+n26c5N3mOX/rQL7F77242Njaw99q559A9zJ2cw2f3kS6l0Zq0nJ89z/JqNwBpVpuUYiXuu/8+Dhw5wLf++7eYXprG5DCh1qtRm9VgAZWh25WUmEngcDqwWC00a03qxTpGm5GW0KJeqiNUBFr1FipUDEwMUIwVqRVrJBYSjN81jqfXg9yWKcgF3L1u0rE0CxcXsCQsaNoawoEww+PDtMU2S7NLPP3jp8luZZmcmuTZZ54luC+ItdeK2++m2CgyfXwaZ8GJK+QiH8+j0WqYe24Oi8eCVq9FrstsXNxA29Zis9vQ6/WcOH6CGWmG2w/cflX1y+ziLOOHxvGGvXSWOgyMD2AwGTj14im2XFsIBYGl+SVOPHECvUnP8OFhXE4XW80tEscSrK6t8rGPfoxQKHSVJ+6e8T08+FcP4p/wMzYwxursKo6AA1mSySfyGFwGTr90mn037aMltbC2rdesyrl8fdx1/13MLc2h1+vxBr243C4e/9bjPPu9ZzGYDezdtZdzL5+7rrlfsizzp3/6p/yn//Sftrf9zu/8Dl/+8pdv2KoalUrF0NDQu30YCgoKCgoKr0sgEMDlcr1tPvrvRJHV5OQkp6ZOYQ/a8Y/4mT81z/mj55GlbtGJ2Wlm4NAAsixjsVow6oykSeN1eNlKbNGROrRbbSx2C32jfQgIzGRmiL0Ye8/Yj/f29r6r+1dQUFBQUHgjHA4Hu3fvvqFm75w8eZKPfOQj5PN5AEZGRnjiiSfo7+9/dw/sp8Dj8bxnO8cVro0iIikA3er+Yr54ze+9GQsnhRuLd9vG8J3sgLtybWFSwOHuXsN2tx1vxMvy4jIA4eEwGt1PEvxtsc2ls5dQ29WcuXiGilAhn8tj67Hh7/OTTWRpZVq0hTYnnjyB0WVE0AlUa1U2pzdRlVSk1lI8sv4IxVoRjUpDJp7hwD0HcDgdzF2YQ6PToFKr0Jv0uLwuNGMa5i7OUXPWEMoCzVoTrV5Lo9YgtZDCGXKiN+nRGrRoTVpcPS5MFhNCUcBqsbL38F5y6RyXnr7E6vlV/L1+7rr/Lg4cOQDAC0++wPLqMvlmHt9uH+ViGa1PS/9N/bgGXDSqDcK7wtSbdVbPruIIOiglSzTLTSxOC9m1LK1aC7vJzsG9B9l38z5imzFyyRzUukMoX5m4uCxMxxIxrG4rJmu3o8dkNmGxW4hNx6gUKrTbbTwRDzq9jkazwcz8DK1qi0ceeYSnnn2K3/zcb3LgwIHttffs2UM5XaY100KWZDaXN+nIHYSygM1lo2e8h+R8kuRykt3juyHLNRMql6+PvYf2UqlUuPDMhe6sJZcNZ8DJ+pl1RnpHkNISBpfhDed+SZLEH/3RH/E3f/M329v++I//mP/yX/7LDWPl0mq1WFlZIRqNbndgKSgoKCgovNdoNBoIgoDL5bpq+9spIL0TRVbnLpwjXUojW2QWzi9w7tFz29/zDfjY8b4d2IN2GsUGfcN95BN5Ju6eILGcoCN1MNlNCGWB/n393S5tvYnV2VV6vb3Mz87/TO3HO50OKysr+P1+5TlRQUFBQeE9S7vdplAo4PP5rtp+IwlIV85aBpiYmOCxxx67YazmZVlmY2MDo9F4Q3V+KbwaRURSALrV/UePHaU4WrxaTHgTFk4KNx7vto3hO9kBd+XaJpOJeq0OdEWiYq7IwokFmq0m1rCVYrGILMsY9AbiS3EWlxbpP9KPNWClbWizkdigz9aHJEnYXDamp6YJj4cJjYeYOz/H4rlFAj0BjDojLVOL9HKauZU5JLNER+wwsGsAn9NHq9XCbDLjj/rpNDvYPDYqtQrefi+aixriM3FkWcZkN1HL1agVatiDdqJ7olx64hK9Y71MPTeFzW8jsiOC1+vFbDbTbrWRJInxiXEqUxV+6SO/xHxsnktnLpHP5Lk4fRFXyEXYFSYYCHL86HG8ES/tTptyrkxH7uD0OhHyAh2xgyRJRPZFEOsi2dUs5XiZ8T3j/Npv/Ro79uxAq9Oy//B+AFbmV0hOJl+VTLksTAvNnwh4ANl0llK2hN1nJzASQKPXoJf0lNfLlNIlatoa4dEwrnEXs5lZ/s8v/Z986t5P8elf+TQ6nQ6dTkdPsIdYPsbc8TlqjRo2n43gQBBkyCxncHvc2D12quUqEVfkda8PrU7LHR+6g6XZJZYXl4lvxdHWtOwa3MWf/ec/u64kUavV4vOf/zz/9E//tL3tv/7X/8oXvvCFN3XNvps0Gg0WFhYQRZHFxUXGxsZuqMBaQUFBQeEXg1qtxtLSEu12m+Hh4XdEwHgniqxEUeTRxx+l2qxSTpRZOrm0/b3ePb0M3jSIJ+JBKAoM7B2gEC/giXjQ2/SUsiUcYQeVTAVH2IEn5KFYKuIecGN1W6kIlZ+p/Xi73WZxcZF6vU61WmVkZASr1fqO71dBQUFBQeHN0Gq1WFxcpNFo0Ol0CAaD7/YhvWm+/e1v87nPfW571vLdd9/NQw89hN1uv67Xv5vjK6BbbLu2trY9u1Kr1SrdRzcwioikAHSr+1fXVjn11KmuqODuJoCvx8JJ4cbl3bYxfCc74K5cO9wTZnppmoq7wvTpaZbmlnAPulm5tIJUk/CP+BG0AqlYiuX1ZVx9LjRqDZ6Ah8hAhGw6S76Qp1gsUilUaLaaOPwOevt7WV9ex+q0sv8D+zHbzDz9/aeZSkzhH/Gz6/Auzr90HqPDiNFoJNwfpiW3MOS6YtXMizOoNWo8QQ+VcoXMWoZaoYbRYcQ/7Ce6L4rFbmHxxCLtepvxiXGmnpmi3WhjM9mgDYVMgVK+BB3IZ/PENmL09fbRG+5lbmmOmZdn8A/7cbgcbG5uslZdQ9bJ9I30IYoiuUyOeqHO8197HrVGze4P7UZsiqhR09a3MQwbsGqtmOwmymKZeCJOOBzetmd75d9JFEXOnz/PieMnmN2axTXgwhV0ceDmAwTDQVKxFKVMicMfPUwulcNmseGxeMhpcnQ6HdxeN46IA3fITTlTppqq8v0nvs/w0DCHDx8GwGK0UM/W2fG+HUiq7jDGyO6uWHTy+ye7vxsNzF+c5/7fvv+a14fdYmd+dp5UMYUgCJhMJvbctIdwOMzFUxcxVA3XHVTlcjmOHTsGgEaj4X/+z//Jb/zGb7z5i/Zd4sqEHIBarb5qOLaCgoKCgsJ7gXK5zPLy8vYg5kQi8baKSJcTLX/31b9D5VFhW7IRKAUQSgJrK2vUqjVyqRw/Kv3oTSdfTp06xdTcFN6dXrIXstvbfQM+7vydO0kuJLF4LNSyNcwOM5n1DEa7kU67Q0fsYLQaKcaLGK1G9Ho9Ql0AwGwxUyqWCPQEfib241cm5IAbpttaQUFBQeEXi0ajweLiIq1WC4B0Oo3P57vhbOaPHj26LSBdnrVsNBrf8HWiKHLu3Dm++e1vkiwn6RnqYXBoEEEn/MzGV3Q6HZaXl6lUKkA3ZlDihhsbRURSALp2Tx//2Me3FepkLInD4XhDCyeFG5t328bwjTrgPnD4A5w7d+4tVU1cuXY4HCaXy3HyyZPE43F8/T5ogNqgxmK20L+jn2ajSTFbxOqyEluJsbawhlatxawzEwwHyU3nWFlYob5Vx+VxYbaYWZldYX1hnVvvu5Wdh3eyMrWCI+hg1527KGVKqM1qBsYGkIwS6+vrXDp3ibbcppAuYLAYkKoSqYUU+XieWqGGRqNh5wd2klhMsHZujeRCsnuTlWHH4R14nV5cDhfVeJVGvkHH1KFarSKrZLR6LcVkEVfAxVMnn2IoMMT4yDjPPP8MWoOW+el52qo2t37iVtR6NXqnHqEhMHdijma1SavVYvcHdhMYCdAsN+nt66VSqrA5u4nFbCG3lqPYKFJcKpLL5di7dy+VYuWqTsV6vc5/++J/45mTz6B2qhE1IonNBPlSnq21LXxuH8tnlzG5TVjcFmqZGj6nD71Rj9SWMIfN6IN69GY9YkukJ9qDKqrifPY8jz/5OIcPH6Zer7O5tYnBaUDSSVhdVsrpMotnFjFYDJjsJvKxPCudFQxtwzUFcFEUyWaynJs9x8R9E/jDfuq1OtNL06ytrFFP1PnI+z5y3ddxT08PTzzxBPfeey9f/OIX+ehHP3rdr323eWVCzmw2Mzw8rHzmKygoKCi8pygUCqyurm4XOVitVoaHh9+29a+0sCu3y9i0Nl5+8WWWLi1hcVjYe8te+nf1I5klps9P88Mf/fC6ky+iKPLFL38RlVmF0Wrktl+9jaf//mlMDhN9B/qo5WuoVCra9TYev4dKoYLeqKecL9M31IdGp6FRbWz/32q10Om7+63X6phMpp9J3H5l1zJ0nx9HRkYUC1wFBQUFhZ85r9dh02q1riqSNBgMjIyM3HACEsBXvvIVstksPT09/O3f/u0bnsOV4tHsyiwqu4pbPnwLDreDcqFM0Bzk4F0HOfvs2XfUBvfKrmXoFqoODg4qFrg3OIqIpLCNTqdjYmLiZ+alrfDu827bGO7Zs4fFpUUe+upDNKQGKrUKWZIxqo3cuv9W1jbWWE4uvyU/+ld219mddrIrWVRGFWa1mWKxyME7D6JGzcLLC2jMGs6/dB5PvwfPoAddTMfmwia5ZA5/wE8pUWLyiUn27tqLvcfO5IlJNuY28Hg8jN80DsDWylZ3WHKvH6POSGozhd/n5+RzJzH3mNFZdVjMFlSG7jyk7HqW4HCQkVtGqBQrzLwwQ61UI7I3gsluwua1oTfrya5miS/F+cGXf0CkL0IhWyA1lcIatFKX6uh1erbWttCIGj7x2U8QDAX5x7/+R/xBP1q7FpVBRalcwtnvpE2bQH+A1ZlVNEYNeoMejVaDWqvGHrBjMBlwuV2Ui2UazQY9gz20s23kskx2JYvNZ+PS1iWS60k0Tc12p6IoinzxS1/kuXPPEbktgrvXTbVSJbGQILORYXN5k8nkJEJZ4MAvHSA5lcRpcyJ1JJqNJvlKHsuABY1Og6SSeOarz1DJV5AkiVa9xan6Kfbu3su3v/dtluJLjI2MoVFpkGQJu99ONVelFC+hElXoOjrC/jAD4wPXvEbOnz/PZn4Ti8PChRcu4B/wEwwHadaanDt+jlt33vqmuy/HxsZYWFjAYDC8uTfBu8grE3I2m42hoaEbMrhWUFBQUPj5JZPJsLGxsf210+lkYGAAtVr9tu3jsoXdxJ0TXJq+RCqZwuFz4B/1E9wRRNJLCC2BnqEePE4P87Hrn0F0/vx5ZlZm8EQ8SJJEai1F795ezA4zdo+dcrqM1WOlnCwT2REhsZrAaDeSW8vRGmvh8DooxAqY7CZKsRI5b46RkRGEqkA1X6XP20d8Nv6Oxu21Wo3FxUU6nQ7wk4TcjRT3KCgoKCj8fPB6swsXFhcYHhre7ngxmUyMjIzcsEWSOp2O73//++h0ujfs4rn8e3nmxDPk5Tz+UT/WsBW1XY1aryY6FmV9bh2Px/OO2uC+smtZo9EwPDysWN/+HKCISAoKv8C8J2wMVaA36NGatWgNWtrNNuq6ms3NTdrGNkfuOfKW/Ohf2V2XjqUxq8xMvG+CI+87wve/8X1CgyF6+nvYmN/gxUdfpNPp0L+nn8hYBBpgwsTipUVmjs9g0VnY3bubQ2OHWFhcIB1PY9KZOHT3IbS67kdpqVDC0mPB6XBiMVgopUrE1+JkE1ksHQuOHgf1Uh2tVku5WAYVWENW1GY1dqOd0HiI1FKKwHAAq89KNVNl7H1jFEYLLL+8TDvfxu/xc2TPETazm0w+PwkGsFltaFVabnvfbYztGWNpdgnJKuEf83MwcJDTZ09jNpmxOCxUahXcvW6S60nOPX2O8O4wxUwRvVmPUBTwR/3dv4PUnbPkCrhYXFxk74G9DI8Ns7y4TG4tRzKbZPfu3ayzzgPfeQAtWk5NnaJ3by+9472gA/+An8hYhM2ZTeZPzyPJEpIkYW6b0Ta1SGYJoSrQNrepiBXknIzslnnh6y9gsBoYv3scm89GfjPP2pk1Pv+vPs+uO3fRu7sXh8+BXq+nWWziDrvRaXR4PB6qG1UC/QHMOjMH9hx41XUhiiLf/KdvUrPV2H/7fgrJAuuL68TmY/hdfsbHx3F73a8bZM7Pz/MXf/EXfOlLX7pqbtCNlEj5WSTkFBQUFBQUfloSiQTxeHz7a4/HQzQafdvsUF5pYVd8poioFukd76WSrzCwb4DgaBCxJpKNZ1E1Vdx2021kY9nrSr4kk0l+4/O/gWgU8Tg9CGUBlVqF1WXFFXYhS91u8lquRrveZu3CGuV8mUajgUFj4Nh3j+ENeammqpQSJdqtNo1Cg1q8hho1RoxspbYY7xt/x+J2pWtZQUFBQeG9xGvNLkyGklx47gIGvYFIJLLdtXyjFEm2Wi3+8A//kD/8wz9k586d29vfaFbx5VjmR4/+iOm1aVQmFZHdEQrpAqGBEN4ebzcnZbVgdVuJJWIE3O+MDa7StfzzjSIiKSj8AvNu2xhOTk6ynFzm/l+//1WdUF/5i6+w58ieq7YDOD3O666aeGV33de/+XWahiYajQaL1UKlUKFvpI/B3YNcPHGRPe/bg8vVfaA3W8wMDgwyuHuQ88+fZ+GlBX73d36XiYmJ7QqPbz/ybVbnV7G6rNRrdWrFGhaXhU67w6VzlyikC6RWU/iH/GhMGiqxCrl4Dv+gn8BIAKPLCGow2oy0Gi2sbislawlH0IHWoKWarWLz2FCpVazr18nkM6wsrnB472H6wn2UMiWMPiO9kV60Gi1CQ+DBBx5keX4ZV9SFWqNmeHyYzbVNTj97mngsztK5JXQ6HS63CzVqpLaEWBPRGXSUEiXknTKSXkJsi6hUKuqFOpVUhYH3DWC0G5ENMqVWiZWVFZrGJna7HUmSWJ1dBS34D/npSB2MeiNarRatVouklkADKlT0uHuobFRopBqoNCpahhahgyE0Wg1bU1vIHRmj3cjtv3E7PSM9NOoN/IN+gsNBzv7gLIV0gYkPT1Ar1AjvCpPeSNOoNzCYDSQWEkw9M4VYFbFoLIh5kaGhIcxm8/Y1Pj07zfFzx7nlo7fQN9jHwI4BJu6cQKgKrM6uYlfbqWVrr3lNnTlzhg9/+MNks1nq9Trf+MY3rkt4uRzYnZ88z+zsLJVaBavVis1oAxVUahWq9SoOh4PxkXH27dn3jr0HX5mQ83q9RCIRxZ9YQUFBQeE9gyzLbG1tkU6nt7cFAgF6e3vftn1cWclckSv0BHuYuTSDwWmgXCmzOrvKiGuEUrFEs9qkWqlST9W5YLhALpEjOZNkbXUNtUqNyWqiVqkhS/L2PV2tUvO9b32PbDaL2WEmMB4gv5UnsCOAVWPFHXEjlAQquQp6jR6DzkBmJUMlW0Ev69l3cB8dqYOhZCDcE8ZqtP4kZliv4nQ4GRsZe0djBqVrWUFBQUHhvcbk7GS3CPqKXFElX6FVa22LJHv37r2hiiSr1Sqf+tSneOKJJ3jkkUc4fvw4kUjkDV9Xr9f54t9+kYsrF0lmkoR2hiikC9Q7dZrNJpV8hdBQCKPFSLFUxG6xUyqWKEpvvw2u0rX8848iIiko/ILzTtsYvp5X7bVu/tAVinRmHYIoXHNNp9v5pqsmRFFEi5YfP/xjJi9M0m62Kc4WCfYHMZlNlPNlDrz/ACqVio3pDSIDEbLJLPVanVK+hMPk2K7wvCy+NYQGjx1/jLgjjjfg5dDBQ5w5e4YfLv6QYq6I2WqmUqlgCVsw2Uzs2b+H+bPzaD1aPFEPhXSBWqEGKtAZdDSqDXQG3bbVndFspFlrsnRiCbEpMjQxxM7RnUgeifWNddwuN6MHR6kLdWKpGK6Qiw4d1jfW2cpuEV+OU0vVmLs0h6SRMDqMePo8iHWReqEObXA4HSBAaj1FPVenECsQHg+jMWgoZ8qUNkr4HX7WYmtk5jLU23VEtYjJZaKiqoABPD4PbslNYiXB7Muz7HXvpZQuUUgUaNabZBIZVs6s0Cq0GLxlEFfYhcFqIF1KE5+Ms/jVRfp29SFWRTIbGfZ+ZC82r41ytozYEGm32gRGAvTt62P6yemuHV9llZkXZzBajd3qXdosvbxEdiPL7Z+8Ha1Ry9GzRzn7L87y6U99ms3CJt6IF22Plr79fSzMLJBOpYnsimC2mPH5fZidZlbOrzARufZ74emnn+aXf/mXqVarAMzMzFAqlXC5XFdd6+cnzzM1NcXGxgaNVgOpI1EulrEGrWgNWixOC+5eN3Nzc7Q7bdqtNha7hb7RPgQEZjIzxF6MvWPDLq8MpIPBIOFw+G1dX0FBQUFB4ael2WySzWa3v+7t7SUQCLyt+7hcyXzwroOsxFbIl/LozDrcETcqnQqtUUslU0Fj0NASWmjUGuqtOjOrMxRiBbJrWbQuLWanGSEmIKtlctkcZrsZq9PKI//9ESrF7jBpsSGSXkqj0qoIjgaROzK5jRzR/VGsDitCRkArabH2WwnuC/Ibn/oNbr755rf1fN8KV8YMSteygoKCgsJ7gWKpSE+kZ/trqSNRzpYBMFlMVCtVBgcHb5giyVwux/3338/JkycByOfzLCwsvK6IdHn20V/9t79is7LJ/nv2U9fW8UQ91Oo1ms0mZq+Z+FKc0HAIvV6PUBeoS3U6Yods6u0fX3FlgYnStfzziSIiKSgovGO8nlft6toq+UKecOTaCWy3x00+k7/m997s8ODLx7GaXSW6M0qDBiqzisJWga/+H19Fq9OSXE8SW4/h8DroDfVijVopxUqYTCZ8Nh9SUOKB7zxwlRD2iU98AqPJyHxsHoNkoKFqcOnYJXROHYMHB3H3uCkVShTTRdrtNpv6TVrtFrnlHEa7EWRo1Vu0G21EQSS7kcXmtVFMFUmvpAmPh8msZ2jWmvQf6EctqpF0Et6wl+hQlKPpo7zw6At4Bj1M3DPBwoUFCsUCg4cGwQCp+RSPPvoodr+dD/7mB8mmshTyBbwBLyP9I/zTX/8T5x49x/DEMGNHxpBUEsV0kflj81RyFaS2RP/Ofrx7vEyuTmK2mTEajFSzVbz9Xnbds4u22AYR1EY1Rq+R1TOrnPrBKbz9XnpGevBYPcTX43Q6HTq6Diq3CnvQjjqopk/Th3PQyanvnmLr0hYH7jpAciWJ0WqkUWmg1qjR6DSo1Kqu9YunW4FbzpXp299HLVMjvZBmc34Ts9sMHTjwoQPsumUX0Z1REisJvvcX3+N7R7/Hv/4P/xqnx0n+mTxBMUgmn6GUK9FoNrB4Laytr9EsN4kvxfn8vZ9/1TX0ve99j89+9rO0Wi0A7rjjDn74wx/icDgQRZFTp07x11/6a2KlGK12i0azgaPHgaSTaIpNtEEt+rAeqSnRf6SfTrWDu8+N2qBGKAv07+vvtnnrTazOrtLr7WV+9vrnLbwZAoEA7XYbrVb7tifkFBQUFBQU3g6MRiNDQ0MsLy8TiUSw2+2cO3eOydlJcvkclVIFWZIplotsbm5uF22IDRGj1Yjb7WZkYIR7P3QvBw4cuCqJcbno48t//2VqlhorD68QL8TRNbs/06g16N3ZS3R3lNRqCovHgsvnIpfIobPqiIxGyG3kkAwSZq+Z/uF+zp04x9DOIQwpA+jgof/rIarFbtGJ2Wlm6OYhmrUmao2aUqpEYCiALMksnVxiaNcQob0hEosJtG0tdx+5+z0zo9bhcNDf30+lUlG6lhUUFBQU3nFerwj58r3c6eiOYbiMWqPGH/WTWkshSiJen5d2u/2G67wX2Nzc5N5772V2dhboFmw88sgj3Hbbba/5msvdR8+efJbN1CZ7PrgH37CP5EaSerXO8L5hZs/OMrhvkNhsjB/+zQ+RNTImgwmD1kDUG+XOQ3e+7Ta4RqORkZEREokEAwMDStfyzyGKiKSgoPCO8VpetZfnGnXKHXLpHK1mi+XFZWrVGharhaGRIaxWK5trmxRzxVdZ3WU3Xrtq4lpBhxYtq9lVjtxzBJvTRiwWI5aI4bA4ePirD2OwGxi5dQSdWYfFaaGUKLE8tcxnf/uzVMtVvv3UtzEZTISsIQK9ARbnF3nyfzyJoW3g8OHDRN1RWsUWzz/8PGanmeHbhrG4LajUKvrG+4gvxpFVMm1Vm/DeMLHpGDPPzqAxaJAlmcJWt2MHNQhlgaknpjA7zFi9VhZeWuja3dVbtOttDBoDR58+is1so6aqsTi7iMqjYubsDMlYkpEjI1SLVTZmN3AEHdh9duwBO86gk0A0wPyFecrJMnlDHrvDTqvZIro7is1vo1KqIMoifslPq9lCakrYfXaEqoDepiexliC3mkOn1dEz3oMr6KKcK1PJVkAFBosB1JBP5IkejmKwG9iY2cAesLP73t0Ut4rIVplYLoZW0BLaGcLZ46R3Ty/nV87TrrRpVprUi3UsLguyJHct74QWsixTyVboiB0EQaCx1cDqsGJxW2i32xRiBcwWMw6/g/hSnOjOKD2DPVj9Vurq+vY11BAadNQdIqMRVqdWWbm4gqfHQ1Nocv6584QN4VcFU1/5ylf4vd/7vW0rl49+9KN84Qtf4H/7f/9vnDl7hkwhQ4cOgeEAQ/uHSG2ksDlteHu9CEUBqS0RHAmS3chiDVnxRX2c+OEJQkMhMlsZHGEHnpCHYqmIe8CN1W2lIlTetmGXsiy/KumjdB8pKCgoKLzXsdvt7N69G2C7KMkVchGrxNhKb5FJZqiWqlgDVpqdJpVSBYvXgiViQe/Vs1pf5cvf/DL3rt/LJ3/5k+h0OkRR5MEfPMixC8e4tHaJvoN9qI1qHFEHxc0i69Pr6Of11Mt1ZFmmmCxSyVUIDgcRagI6nY7kQhKHx8HwzcPkV/PMnZ8jOBIkuZWk3W7z8F88TEvoFp2YnWaGbx1Go9WQmE/Qf1M/9UIdtVbN4OFB0otpWrkWG+sbxGfi/MFv/sE70oV8vVwrZnC73bjd7nfleBQUFBQUfnF4oyLky/fHPeN7OHrsKMXRn+SKdAYdJqeJ8oUyNx2+6brW+WmO8+0QqObm5rjnnnvY3NwEoKenh6NHj7J3797XfE29XueP/8Mfc37tPHqHHnuPHVevC7QQGAywtbBFIBqgVWvxyN88gs1jwx/tjhzoiB2EvEBoJMSH7/vw2xJrvDJusFgsDA8P/9TrKrw3UUQkhV843q4PfIU35vXs6rwRL1sXtnjp6EvYe+2ERkOEBkJUChWOHTtGcaPIvh37OPXUqe4a7m61SXYjy47wjmtWTdTrdb74pS9yeuZ0147E48bRcDB/aZ7+3f2YbeZtAUkQBPLpPJ4BDxN3TnD7h25ncWaRQrmA1Csx+ewk3/jKNzCqjDTrTT7z25/B5XNx6dIlsMOO9+9g5ewKa/k1ypky2raWXD6HPWzH6rEydngMg8lAejNNrVSjnCnTqrWQhiTanTblZJlqqYoj6KBZbVLOlLsdN6jQ6DQER4Msn1omNh0jtCOEtc9KdH8UoSqQTWbJVrNYDVawgNlhZvHcIsEdQWwWG+FAmM1Lm5gdZorpIha3hVQ8hdViZaB/gI36BhdfvEhsKYY9YmdrbQtNQoNGr0GoCXijXnRGHfVMnfBwmJVLK6gNajrNDrViDaPNSKVQYfn8MiqVClmSMVqMCBmBZr2JO+ymVWoxtzyHQW/At8OH2BSxuqxIbYnBmwaZe2GOSrYrlDgDToxmI7/6b3+Vcy+dIzYTY8ftO7B4LCB3A8LsepbYVAyr20o5U8ZoN5JeShObjlGv1YnujTI0MURiPkF6Oc1NH74JrU6LwdytCL6MSqXCYDbQv6OfjtBh6tkpti5todVocbvdjPWObX8OyLLMn/3Zn/Ef/+N/3H79P//n/5yBgQF+6/d/C9koY3FbcLgcyB2ZwVsGaVQa6E16BvcPktnsCkSFrQJGmxFZkjE5TYgdEVmW0Rg1dMQORqsRnV5HPpdnZXWFXCZHNVllpG+ka3f4U9But1leXiYQCOB0Ot/w5xUUFBQUFN4NWq0WhULhqg7ZVw6KPnDXAWpCDVEtMn7TONUXqxj8BgbGB1g6v4Q9bGfi3glUahWdWoeQN0RsPsaJSycYGRphz549PPDAA3zzR9/EPmhH59JhcVlwhpzIapnMegar10pbbLM1vYUj4MDispDfzLNyYgUJid4dvQweHKRYLGIP2pGaEqsnV4lMRDj/+HnOPXmOTrs7C8AdcnP4nx3GYDXQaXcoJUq0G220bi2rZ1Zxh9wEI0HEikg1W+WmvTfxmc985l0VkFZXVzGbzQSDwXflGBQUFBQUfnF5oyLkyy4du3btYmZ2hpNPnsQX9b0qV6RSqbbXMZqMPPfYc5w/e55iociPij9idmaWf/tv/y1ms/lNH+PrCV2LS4sM9A8wuzh7Va5xbGyMubm5q3KQaknNF77wBXK5HABDQ0M8+eSTDAwMvOa+LwtIT554kl0f2kW9VEdtUlOv1FHr1Th7nSycXuDbf/ZtVFoVVr+V4ZuHMVlMyHWZHQM7mNg7wYXnLzA3N/dTF6vG43GazSb9/f1Kp/IvCIqIpPALxfVWNii8PbzSq/ZKnG4n87V5DGYDjh4HVo+1e3NTyzh6HDTzTd532/swmUxMzk6SjCVxOBzcd9t91xT8RFHki3/7RY7PHmfX7bvwhrxUChWyG1ka7QZ1qc5zzz9HR9PB6rbicDtYf3wdz4CHltQCFYzsHCGdSJNJZzDZTSyeW+R9t76P0ftG8Qa9bGxskCwkGRgfwGQ10Wl0mDs2h6vHRVWqYvKZMAfNNBoNUmspQkMhUmspfFEfrUaLpZNLxC7G0Fv0jN4ySi6Tw+F30Kh0LVgkSaLdalNKlMisZlg5uYJWr6V3rJeJ2yeo1CqIapGhyBDJxST59TxGsxG9SY9ap6avv4/BgUGgaz+i8+io5WoIBQGbzYbf7WfhzALnXzyPxqLB0ecguDOIyWGiUWmg0WjQ6Lr/bF4bQknAHrLTJ/dRK9UopUu0Gi0qhQqBsQD9h/oRSgK5zRyJpQStSotqvorNZ8OECYvVgtFuxGg3kkqmqOaqrJ1bI7eRI7+V5+VvvczH/8PHqRaq1Gt1/v5P/552u01mNcM3/903sfvsHPilA4gNkfVz62TXs+y+azdCRWBrdguxKjKyawRLnwXPoIfQYAi9Wc/ss7PEFmNEd0YppoqIbZEv/L++gEqrQmpLuMIu4uk45a0yvl4fOw/vZOrMFM989xmeVj/NX/+Pv6ZRadAsN7eHQgL80R/9EUJT4Cvf/ArWgJXIvgh6s55aoYbUkvAOeFk/v06HDiaHic5KB5PTRDVTpVqsYrQYu4JiuUyHDsmtJPVGnXQsTUfboVltdv+XmqiMKi5NX8JasSKK4lv6XGq1WiwuLtJoNKjVaoyMjGCz2d70OgoKCgoKCu8kjUaDxcVFWq1u53EwGLwqZt8obhA5EMHoM3L8keMEB4PkMjlUWhXhHWGyqSxqjZrQaAij3YhaVlNtVmmIDQL9AdZya5w+f5qnn3mab3z3Gzh3ONGYNXj6POTiOUwuE41aA7VOzc7378Tmt7F5YRO9Sk98LU45W2b/HfvxDnmxOCxEd0ZpXmxSr9axuW2o1WqOP3yc04+d3j6nnqEe7vt392GwG6jla1TyFSITEYrxIla3FZ1JR2Y1QzvXRq/WIxZFPvvbn33XnkMkSWJ5eZlyuUyhUECr1eL1et+VY1FQUFBQ+MXkjYqQJ2cn2bt3L6urq4yOjOL3+Ymn46/KFT3wnQfwRrwYTUa+8l+/QrKUJDweJhqIEluJ8cTZJyj9SYk/+d//5E0LSa8ldGUHsvzjX/8j/qCf8UPj27nGR198lG99+1vYe+wEBgL0RHp4+dmX+dJ/+dK2Vf7+/fs5evTo61rNXykgWYNWvP1e0itpNE0N+Xged9hNbCZGo9HAN+RDremKSsH+IH6Xn75wH5sLXfvfn9bxRJZlNjc3yWQyAGi1Wvr6+t7SWgo3FoqIpPALxfVWNii8PbzSq/ZKivkiVaHK4bsP4+/zE0vEKBW7M4gOTxwm7UuztLbE5z/7+ev6m0xOTnJx5SIT902wc2Ln9vbycJn5S/MkE0lkvcytd92KyWoC6M7ZcVvpyB2KxSJut5tgb5BgbxC5KTNbnMXpduLxewCIJbqdMJdfXylVKAkl7v3IvRQLRYrpIqJKRG/UszG/wfrsOs1GE3efG0/Eg1AS6NQ76M161AY1dp8dvUlPq95i5PYRxLpIvVSH3dARO5z9wVmiu6J0xA7FfBFBFLC6rTi9TvKbedKraSZun2BzdZNSrsRLP36JjbkNhIrA8tQyGpsGv9dPZjnDwNAA1XSV5dllHH0Ohm8aZvb4LHa3ndDOEMmVJOvn16lmq2gMGjRqDWqdmnwmT2o1Ra1Sw+KxMHRkiEatQXYtS3wmjifiIR/PU8vXCPYHKfWWcDldGFVG2to2OoOOTrlDp9kBGXyDPnbcsYPEfIJSosR3/v138Ea8tKotcpUch37lEDafjXKmzMaFDZ7+66dx9DkIj4YJDAUoxou0W20ScwkOf/gwv/oHv8rc3ByxbIxipojckQmPhZl6aYozj59h/tQ8wZEgA+EB/MN+sqtZdEYdzVqTXCLHamqV5FqSlx97mcj+CNEDURx+B4VEgZe/8TJCWQDgz//8zwH44v/8InqrHlfIRd+ePnIbObRaLRqLhkalgcFioFaoUc6XMVgM1It1zD4z8YU4Vp+VzHK3ytnoMpJcTmJymEitptBatfj6fHTUHUr5Ei6zi5aqRVvbfkufS1cm5KAb2Gm1yi1fQUFBQeG9Rb1eZ3FxkXa7DUAmk8Hn810VsxcfKRIaCtE31MdF50Ukg0Rxs4hKo8LusZNeS4MGrG4rkiSh1+lRq9U06g0a2QYL0ws8/+Dz2HvtGHwGBvYPoDPraDVb5NZzLJ9ZppKt0LOjh3a7TXopjTfspbe/F71NT6fTYWtpC3fETavaolqqUslUmDs/hyzKNItN1ufWt8+pb7yPe37nHjQWDWJLpNPpIJQEekZ7MJgMrJ5dxdfvQ2yI5Kt5OtUOfpP/bZ9NcL20222Wlpao1brdzyqVSimqU1BQUFB4R7mWQ9D07DQTH7r2c6/T7SSxlWB+fp5Go1sA6/f7ueOOOzAajVf97OVi5ucee45kKcn7P/t+fGEfAH07+ogPxVl6cYmHHnqIz372s9d1bJfdi15L6Mqms0hWCf+Yn4lbfnIOU5Ypzl46yz2H79nefvL5k9vP6QcPHuTpp59+3ZnfoijyxS99kZcnX8YddWP32WkJLbz9XrZmtqhn6zz214+hN+sxWAz0jvdSTBTpG+pjx64d5JI5xI6I1W0llogRcAdIxpJv/Ee6Bpe7lguFwvY2vV7/ltZSuPFQMkoKv1BcT2WDIiK9fVzLqxZ+MtfIZrXRFJvb9nImk4lwT5hwOExbaJOcvP4b2+TsJFafFX/If9V2u9vOwK4BzrxwBl/Uty0AAWjVWvKxPL2393bn0Vzh955L5XA5XFcJYYIg4HD/5Oa+Mb9BcDCI3W2n1WoRDAc5e/osGpMGk9PUTW4Y7ZTTZWJTMfp29tEW2xQSBXKbOUI7QxTiBfyDfnQ6HdValUa50bWSK9axOC3YAjYQ4fRjp3H1uvD3+8lv5Fk5u0JH6HDzvTcz9xdzlIolHCYH8XScRqNBR9+BDniGPVx86iIP/d1DSCoJrUFL7+5e0uk0Nq+NcqqMZ8BDIVZAlmX8I360ei3FRJFmtcmFJy/gCroYPjRMZiuDNWLFGXayeHyR2edm0Zv16E16+g90Pf6NGiP6ph5JlmgKTVrqFi2xhUanQUZmx/t2EBwNUkgVqOQrqFQqkktJovuj3PzPbsY34EOlUnVnBRwa5MWvvYhKpcI34GPtzBoWhwVXyEV6MU2hUuCBf3wAtV6NKIhszW9hspjIrGZIzCdoNptE9kUA2JzcREbGGXSSWkyR38yT3cziG/Bx5tkzRA9Eef+/ej/+QT+oQKPSEN0X5YF/9wBSU+Kee+7h3//Jv0elV2GwGjCYDVjdVqq5KuVsGYvFQnY9S1tsk13LUk6VsXqsdNoddtyxA5VORWo1RaPcYPKpSfQmPaVkiWKySLvZpllr0iq3aIttNG0N2XKWsYExBvYMvOnPpVqtxtLS0nZCzmAwMDIygsFguO41FBQUFBQU3mkqlQpLS0tIkgSAyWSiv7+fixcv8ndf/TtUHhW2JRvNZpNSvkQffThcDhqtBjIyckemnCtjtBi74k6+irevO0y72Why9tmzFAtFhJJAXV9nYO8AqbkUHalDMBykI3cwGLsFH8mFJKV0CVEQsdqtZLYy1Kt13EE3/qifmZdmKOVKmPQmjn71KLJaxh10U6/WMTvMaHVaWvUWFqcFT4+HQr6AVtTSbnXv8Wq1GrPTjM6oY/3COuVsGbvXjsvrQqyIWEUrjx197GfuinBl1zKARqNheHgYq9X6MzsGBQUFBYVfLF7LIWgtvkb7RPcevraydtXM7FK+hFaj3b5fabVaRkZGXiUgwU+Kmc+fPU94PLwtIEH3vufv9SPsFHjhxAuvEpGudWy5dI7/8U//A+03tMQzcUaOjODd8BIOh9FoNAAsLy4THg6j0WmuWq8iVAjvDJNOp7e3/dq/+jXymTznT5znd3/vd19XQIJuwfSpqVPYg3Z0dh1ak5bsVpahw0OUU2VaYguD1YB/yE8xUQQ1GPVGjCojBqMBo8VIsVTEbrFTKpYoSsU33Oe16HQ6rKysUC6Xt7f19/fj8Xje9FoKNyaKiKTwC8Ub2au9VTVe4drs2bOH1bXVq+Ya5dI5pk5OoWqqmJqdYqm6xIH3HyAQCiDUBaaXpsnlcnTqnTd1YyuWirh9buq1+va2tthmdXqVtYU1NhY2KOaKLJ9dxh/1gwSp1RRt2uy7fR9iS9x+XXozTWwmxq/c/SuMj49vC2Emk2l7/XK+TCFdYMehHUgdia21LXL5HGJDpJgodmfdOIyINZHMaoZqvkohVcAT9KC36MlsZDBYDTTrTRq1BuVsGaPViMlhQu7IVPNVtHot1VyVmz98M7PHZ6kkKlSzVZwBJzqtjvGJcdKbaby9XixBCzIyRqeR0bFR2q02lx67xPrsOq4hFytnVhDKAo6gA41eg1qjxtHnIL2Q5vSDp1FpVPTu7kWWZBqVBhaXheBokJmnZijryrQbbWRRRq1WI+QFenf20ml0iE3HGL5lmEatQW2rxsjYCGJTpFlrUm/XyW5m0Wi7gVRwNIh/yE9qNcXxfziO3W9n9PZRLjxygf6D/XijXsSmiN6kR2pLOHuchHeFOfPgGUwOE6GdIYLDQbJrWdRG9XYSRq1Ro9J050m1m23qhTqesAdb0NYVxQxaVk6usPDCAoGRAB2xQz6Wx2w1M3LLCAvPLxA9ECUw3G0flyUZCYnI/gi3/4vbOfHACSZnJ2l0GqjUKtQqNWKj2zXmjXrJrGZoVpsUU0VkSSYwEthObhWTRU586wT+ET/NShNZlIktx5BlGYfbgc6ko9Po0BE65BZzqLVqvEEv0V1RQqEQHq/nTYmp5XKZ5eXlqxJyIyMjSkWxgoKCgsJ7imKxyMrKCrIsA2C1WolEIjz62KPMx+apylWGh4dpG9q0NC3mz83TO9RL72Av506cw2wzU8qWiM3HGBgfoBgvEl+IExzozvKZOz1HqVwitDPE/PPzePo83fjHpGb10irePi9ooFqokl3LotFoaFaauNwuJEHCarYSGYhgtVsRcyLVUBUxK5LIJFCpVYweHgUJfA4fPYEe2vvaOC1OwvYwW8kt4rNxbD02mvUmGr0Gq8dKdi1LvVRHb9Fz+FcOY7aa0bQ0FFYL3Lr/VuZn53+mrgiv7FrW6XSMjIxgMpne4JUKCgoKCgpvnddyCGo1Wnzj779BOptmx8SO7ZnZx48dR8pLfPB9HwS6nS+jo6OvWSS5XcxcKBINRH+yfrNFo9Yg5A9RDVSZvTj7hsfWFtusLa8hWaTuCIOOiXKjvJ232rt3LxqNhlq1htqhRqgLvHzy5e0i6XgyjsfvoZa8etbx7/9/f5/l2WXSM+lXHcOViKLID3/8QzbTm+hcOvQGPbIso0bNc//zOSRZondnL1szW+jNetxeNz6PD9kpk1hJEB4No9frEeoCdalOR+yQTWW577b7rvfPBVy7a3loaOgtiVEKNy6KiKTwC8Ub2aspH4BvLzqdjo9/7OPbrcCxjRirq6voLXpMfhP2kh0ZmVqzRkNs0DvQSzPQZOrkFM3NJp/7xOeuaz+iKFLMF1lcX2Tq0hTh/jDR0SjJzSTz0/PIVpkDHzuA1JRIraRYnVkl1B9i9827ufjSRZ746hOMHBihmW+SS+WIzcQY9g7ziU98Ap1Oty2EdQwd0uU0ua0clUwFn9uHRq1h+tw08UQcURY5dP8hGo0GMydnMJqMuAPdClZHwEE9X8casJKOpynECnRaHURBpJKp0Lenj5bQQm/S06w1sfvtxC7EiM/GmXXPghqCI0FUGhUmm4lGrsGuQ7vYWtkCHVisFgKBAGavGZvPRqfdoX6wzrknz2EL2vBEPGTXsth9dqS2RHo5TUtoodaoqeQreCIeqtkqeoue4GiQar5Ku9HG4rVQTpWpFqoYTAacTieekIdSqcT4LePU0jX6d/azfmadcChMYCSA3qwnX8qTvJQkNh1DKAmM3D6Co8fB1tQWL371RVSouPeP7iUwEmDm6RlcYRdGu5FGuYEo/C8hqSPRbrYx2U2YnWakjsTapTVa9Rbh3eHu32DAR8+OHqrZKsVUkcXji/ijfn7tD36NUxdPERwJYvPbCI4EOfPgGdQaNe//l+/n4f/8MLIs0xJa6Mw69CY93/vj73H//+f+rpD3v5Jarh4XBouBXD6HUBFot9oIJQGhJqDRaTj8zw7jH/Iz8/QMOpOO6IFukFov1mlWu1aG8Zk4c8/O0X+gn97dvVgcFkZvHSW7kiW6N8rG1AbuoJsj9xyhWqoiFAU8Dg+lWOlNfS4VCgVWV1evSsgNDw9vV0cpKCgoKCi8F8hms6yv/8T+zeFwMDg4yIULF7YTN6JWRK1RExmK4HK7ePxbj3PsR8eI7IjQLDfJbGaQWhLVUpVmuUmz3qSyUiEfy4MKkstJAsMB1s+tI0sywdEg3n4vNo+NmedmOP3j02hUGjqdDka7EavPSjVfRfAJaGQNbqubZqlJLVcjsZDgjrvuIDoc5at/81UkjcRjf/MY4aEwgVAAdUXNkTuOEP5UGHPDzJ7xPfyb//3fYDFbugKSz4oj4KCcKTPzzAyOgANUUMlWKMVK9Ln6GN81TqvW+pm5IihdywoKCgoK7xav5RBkc9i6cwMduu2Z2Z12B5fDRaVWAa6vSPJyMfOPij8ithKjb0cfrVZXQHKYHTidTi6mLuJyuN7w2JZml4ilYhz+yGGKhSKJma7jiTfoJZlM4ol5iEQiIMHS9BIDYwPYDXYcbgf1Wp1sPstLD73E/v37r9qPSqWiXCq/oY3dgz94kMefexzRLOLyupA6EuV8meR8knarzcChAay+7u9KI2sY3jNMMVsktDNEo9Rg6rkpdDYdBq2BWrqGXbJz+4Hb35SFrtK1rHAZRURS+IXijezV3qwar/DG6HQ6JiYmmJiY4Ny5cwgIHP7gYY49d4yJD0xQq9ZIzifJbGYopUuoJTXrs+v4VL7XvLFd6VGbL+RZW1kjW85iCVjo7eta0z35gydp1BtEDkRwhpwYNUbamjY33X8TZx85S2Y1Q6lQYufhnZx98izZc1mkLQmXw8Wv3P0rfOITn9gesnhZCLs4eZGN1Q1SMylGd4/i3+/npSdeoqluotVoSa2nwAT9u/qJjkVRGVTY/XYsTgvZrSyFrQKddgetVosoiEw/NY1Ko6Ittslv5NGb9ciSTCVbITWXQmfUYTKZKMVKWD1W4ktxWpUWUlMiFAmh1WlZmlyipWmx8/BOTAYTTo8Tt7dry9ceanPhhQuoNWrsfjuVdIXceo70ahqdXodaowYV1PI13L1utEYtrpCLQryAUBaQpW6FS6fVwWw0M7xjmHK9jNfXtYqZmZyhXq1TWa9g09uwuC0YrUZkh4w36qXWqWH1WHnyr5+kkqkQn42jN+rJLGc48utH8A35SMwnaNVbzDw9w8JLC9SLdXRGHTqjDt+gj+XTy6g1atLL3QodsSkit2X8o34GDg6Qj+Vx9Diw+WzorXqWX17G5DTR19/HqfOnaAktkMHsNBMYCjD/4jzH/uEYsekYWoOWUrKEUBJ4+m+fplFuUEwU+dwXP4fepAcJSqkSzVqTtdU1NFYNA70DqHQqmrUmmbUMj/3lYwweHkSSJHQGHcV4EY1eg86gw9PvIbo/itVtJTGbYOfdO4nsiTDz5ExXvNLraFQa2H12ivEilUIFsS2i0+uo195cldBrJeTUavVP+xZWUFBQUFAAXn9GwPV2vCaTSWKx2PbXHo+HaDSKSqW6KnEzNDLE6bOnKQ+XsbvtHPzAQdILaRrJBu1CmxHXCIFAgGK5yObmJo1OA6vZSnIlSaFdQGvUojVqsXgs2AN21Bo1uY0cqaUUlXSFUqqERqshsieC3JYxW83IrW4MJkoipVqJra0tSskSnWaH5cVlarkahWwBoSQgCiK5TI7bf+N2phPTvPAXL3TnI2Wa+H1+FhcXcWa6HdUmZ9dqVygLaPQabH4bqYUUJrMJsSpy+EOH0Wg0PzNXhGvZCCpdywoKCgoKPyuu5RDUFtscf/44OouO5GKSTqmDx+0h4Alg1VupqCs8/cLTVBtVGo3G68Yel4uZZ2dmefTko1TTVUqZEp1O1+2mJ9JDdjPLr97zq8DV8c2PH/8xwzcPb9vVLS8u4414t0cYuPwuNC0Ncyfn6Gg7CDmBbCxLbDFGNpPl7o/fTU9/z/Y5fe0/f425k3MsnVvirg/ftT0X6coc5GvFV5VKhe88+h3KrTKePg9SRyI+H6dWqmH329EZdXj7vejNeiI7ImhlLWqLGlPVxMqZFcx2MxadhcmXJtGKWnYO7uTXfvXXOHDgwHXf85vNJgsLC0rXsgKgiEgKv2Bcy16tmO9+eO8I73jXBtr+tLwdD/U/i2NaW13DP+7H6XFSq9YIDYQYv2mcjfkNLp64yMxLM+zcuZN9u/ZhEAzXPPZXetSqdWqqmSpWuxWNrMFuseP0OUmtpGjRvdGFfCF0Oh2lRolsMovGqsHgNKDz6NCatUT3RhlyDPFXf/lX19znlULYP//1f759XslkkoXTC1j6LAzfNIyISKPVYHV+lXq+jtqkxtXrwuazkVpPYbQbEdtdGzT/gJ+1C2tojVp8Az6WTy3jG/Sh0WtIziURigIDewewmqxEXBHUsprpS9PMLs5iMVlItVM8NPsQlXyF3t29BINBtja3ELYEOuoOJqOJjeUNjBYjFpcFvak7ZDEfz+Pr99G7pxdHwEE1V2X19CrLLy+z+57dJBYS6I16fP0+jFZjt6NmrkkhXaD//n5OPH2CH7/wY5rNJomlBK1yi9xSDpvPhs6oQ3bJqKwq6qU6ua0cPTt6MFgMCGWB3t29+Af9vPi1F3EEHCweW6RerDN86zCiIGJymDDajBgsBux+O3PPzlFOl4nsjXTFGL+VSqrC4vFFNs5v0Kq3qGaqTD81jd1np93qdi2ptWrUajVWc7eqWGfUIUsypXSJlVMrNKoN9n14H/aAncRigs1Lm9Bt3kGoCNSLdfQmPYnlBGvn1miUGizGFwmPh0EPzUaTjqeDyWli7cwaL3/zZdQ6NUabEUfYgcVhQavX0m62abfamJ1m1Do1+a08vogPR4+D9HKaYF+QxHKC4FAQi9/ChScvoDFr6An2kFpJvakqIb1ej0qlQpblqxJyCgoKCgoKbwevNb/g6LGjrK6tXtcsn06nQyaT2f46EAh052C220xOTvLM88/gHfPSVDcJ+AL0+Hq48MwFvBEv7U6bcrFMxBPh87/y+e39XRlvTk5O4ov6WMotkd3IklvLMXh4EJVaxcXHLqJChSPkIDoRRe7ICCWBUqKEWlDj2eHBEXCQWk+RX8kjtSX8I37anTb1ap1WvYXKoNrumAaQOhJGu5Gx948Rm4mxcHyBcquMRtLg6HWgNWrJrmeplWqY7Cbsfjs9Yz2YbCZUKhWtWgunxdmtYOZn54qg0+lQq9VIkqR0LSsoKCgo/EwRRZFyoczKSyusJdYwmUwEfAFWZlbYiG/gGfYQDAVxmB0UVgpsLm5icpgwBUzoJB0tW+u6Yg+dTsfv/d7v8aPHfsSWsEX0QBRXj4tCosC5E+cwCkbu/b/ufVV8ExgIXGVXVylX6B3oBaBeq2O1Wblp4iaWZpc4+eJJli4uscO5g6G+IaweK4tnFimkCxhMBv7+T/6exQuLAHTaHU48e+JVOcixsbFrxlePvvgojz/0OMYhIza/DVkls3hqEb1ZjyfqITQWopqr0ml1sDqsRENRcks51i+t4w640Wv0xCZjGNVG9vbt5bO/+tk3JR5dRqPRbMcISteygiIiKfxC8Up7tWQsicPh4L7b7ntXBZefhrfjof6n3f8rxaKx4THWNtZYTi5fdUzTa9OU1WUOHDmAxWqhUqjQN9LH4O5B7F47pViJu99/N+dePoeheu0b0ys9al8++TK7b9uN0+Xk/NPnsalsGPQGjCojprAJt8PN2NgYi4uLaCQNatT0jvV2Zy55HBy65RClXSVO/eDUtg/9leeUy+eolCqoVWqsDitul5s943v49c/8Ot/5zncIjgY5cP8BTDYTW/otitkivhEfW/UtqoUq+XieerFOfCaOyWkitZxCo9fQf1M/GoOGjYsb6AxdO7X0QhqjyUin1qF3Z2+3s6dpxNfno16r4/Q66R3rRafXYXfZu4OaVWpiizGWFpfw9fooFoo0mg0yiQybS5tYvVZKyRLlTJnCVgH/oJ8DHz2APWBHbIpYXBaMNiOTj0+yfHKZ8feP07e3D5vHRrPaxGAyEBwOsja9xtf/4uvdY3IZUQtqbH4bTXOTQqVArVhjK7GFYcqA1JaQZZnAUAD/oJ8dd+/g/PfP89xXniN6IEqr1iI2E8Pb72X09lFOf/80dp+dyIEIOr2O5VPLGK1GJEkiPBZm3/37iO6LIskS88/PE94dRqyLqFQqnEHntn2bf9DPxoUNaoUa01PTBENB5ufmUaFCb9Ez9+wcwR1BDn/6MBaXheRikgsPX9gWkPRmPXs/vJf4bJy55+dYP7/O+vl1dr9vN5EDEVwhFyuLKwhVgXK+jFAW0Bq0SB0JlUaFu8+NxWEBGbR6LWJDpJKuILW7lb5qtZq55+ewOC20yi3WL61TTBdpZpsM7Bzo2uas1MhfytMf6H9TVUJ2u52BgQFqtRrhcFgRkBQUFBQU3lZea35BcbTIqadOXdcsH41Gw8jICPPz8wQCAYLB4FVxrNauRWVQ0Ta0mV+bxxvw0hPuYW1ljaXpJawqK/d9/L7t4oqTJ0/yzW9/k2Q5Sc9QDwWhgDVipbHWwGA2oNKocPQ4mH16lnarTc+OHsbuHENv0tOoNpA7Mo2+BluXtsjmsoR3hXFJLqwBK7GpGIWtAq16C7VWjafPw9STU7Tq3QIls9PMx/7Dx7D77N2ETsSDfcGOVqPF4XewNbOF3W/HG/Vi89ow2AyoUJFaSpFeSmN2m3E6ndxyyy1oNJqfqSuC0WhkZGSEVCpFNBpVupYVFBQUFN5RLudXLk5e5Pip46xvraOyqgiOBlnbWOPhbz5Mq90iPBZGZ9Lh8rgQRZGSqkQunWPQN0hwLIihbWDi5onrjj0ef/xxgqNBdn9wN6JGpNVqEQgF2LN/D1NPTfH4448zPj5+VXyjN+h5/NHHqRVrnE6fplVq0TF1cPldVPNVdg3vQqVWdQtFjWqMOiMADbHB++55H8gweWGSL//Nl4mvx4FuHvL+j93PnTfdSXLy6hzka8VXl0yXyHw7Q5+2D7PdzPzJeWRZxtXrAhlsPhtGq5HCZgH1iBqNqdtd7fK4ul1StQ637bqN+z98/0+V69RqtYyMjLCxsUEkErkhc6YKbx+KiKTwC8eVXSU/D7wdD/VvldcSsP7h+/+A0BT4Z//yn+Hxe7Z/PlfNcenMJZZml15lU1Kv1TGZTG/Y1ruxtoFvp2/7XAVBwOF2YHfb8UV91Io13n/P+8lv5VlOLSNJEmq1Gp1eR34zjzPopJqtYrFZ6Onpwe12Uy1U6RnqYXJ2kj179myfkyvkIlaJEc/FMdvNRPQRTGbTtkD3/LHn6dvdR9+OPtw+N4M7B7nw7AXmX55HbVDTETsUE0Xym3lqpRqeiAdn0IlGp2FreovsehaL24JYF9n7gb14ejzIbZmpJ6ZAB8unl5GbMrHlGJVSBRER35APdUfNwbsPYrPbWJhZ4OEvPczZR88ycc8E1UqVtak1SplS9zpIFVGhwjfso5wq07unF3vQTqvWQmvQYvAYcPqdFDYLTD4+STFRxBP1kN/Ik9/Ko9Vp2XvPXqaOTpGJZ/Dv8GNwGKjmq9h77HjCHqYem2J1ZhX/iB+n3YlaraZeroMK0itpCmsFtBYtm5ObxGfi1Et1Nic36dvbh9VtRRIlvINeTHYTYkPEaDUSn4vTEloMHRnC4rQgSRLppTRCWWDPPXsoJopsXNhg7P1jqFQq1s+tI1QETE4ThY0Ck6cnCQ2FcDgd1IU6qeUU5WyZg7cfxDfoY+65OR7/q8fpiB2gG4TVi3XOPnQWg8VAq9ai1Whx92fuRq1TY3Vb2bl3J1Nnp1g6u4TeoMcZcmL1WrG4LRRiBTYvbKLRaDA5TGj0Gkx2E5mVDLGZGFJLIrOWQW7LZBez2Ew2EGDYNUzQF0TYEuh39DN2YIx9e/a9YaAny/KrhCKXy4XL9WpfZwUFBQUFhZ+W15pf4PQ48Ua81z3Lx2g0smvXLrTa7mPolXFsJBbh9NnTOF1OfAEfq7Or7BrexW2R29C1ddx3233bxT4//NEPeebEM+TlPDd/4mbUOjWr319FLaixuC34h/3MvzDP8W8cR61W44l66NvTh7PHSbvVRqVS0W62wQUauwZJkjA5TNTLdfKJPJmVDI6gA3evm1q+xtSTUzSrTQCsHiuf/vNP4ww5EcoClUxle66lwWLA4rTQONmg3Wzj7HFuxwQtoYV3wEt6OU12NUvH30HdVnPu5XPvuCvCK+MGs9nMwMDAO7IvBQUFBQWFy1yZM+oYOhgHjBw6cIjZU7M8+MUH6RnrQdJJuKNujB4jxXSRudYcQ7uHMLgNaMIa5lbmEDQCd99+N3D9sccLJ16gb3cfE0de/TOlZInnjz3P0uoSG8UNio8UMZvM5FI5Go0GslXGPeQms5zhzAtnKBQLHDl0hGAwyKVLl1heXyadTrPvln00rU3W4mvI52XuuPsOvv8/vr8tIFlsFj75uU9iUpu2c1rjI+OIosg/PPAPPPiDBzH3mSnryxh1RlRqFUaTkcXFRSw+C5uzm7hCLkK7Qti8tu7s7OkY6+fXOfjLB2mUG6yeWaXcU8Ztd9OutTFpTXzik594ywXlr4wZdDodQ0NDb3odhZ8/FBFJQeEG5+16qH9L+34NAWtloWsZVmvU8PATEWnHjh0sLSwxdX6KX/71Xya+FefCMxew+WyU8iX8dj+n1k69blvv2dmzHPAdoNPpdBP2JhP1Wh0Am8tGfKt7sx4aGeLc+XMACFUBp8OJUBMwCSZSqyksVgs+vw+hKlDNVxkcGqSULV11TslYkramzT2/fg86vY7V2VX8fX6Gx4Y59dQpNuIb7Nq7C6EikKglqJQqtKQWKq2Kar5KfjOP2WVm6OYh/MN+Vk+vojPqsFqtlBIlenf3UkwUSS2luPTEJXbcvAOdXsfC2QWMTiO+AR96rR6VrCIejxPaEcLd56aaq5LL5YgORQkOBLn1U7fy/APPc+IHJ3CFXahUKvJbeeqVOhqtBmfYSaPS6Ao0ZiPIICNjspvQarWo1Cr8Q350Fh2ppRTNWrPbVeOyYPfY6YgdVFoVRreRcqaMoWBgY30Di9tCs9JE1svs+8g+sptZVKhw97pxyS5mn5vl2D8co5wus+uOXUgdCUEQcEfdXPjRBZILSQwWQze5YjP9pKtIho7YIWlOYnFZAKgX6yTmE7jDbkx2E5V0d7Bmp9VBpVZhsBrYuLiBLMr0RfooLBWo5+vorXp0Wh2ltRJmm5nQYIj14+s89pePIUvdFqToRJSdd+/kzPfOEBmP4Aw6sXqsaPQaELuDry++fJEXf/gihVwBh9/B0M1DGO1GivEiFpeF0M4QCy8ukF5JY3FZyKxl0Bl1lBIl8ht5NGoNla0KPb4ejhw5wp6de65LLLoWkiSxsrKCxdIVQhUUFBQUFN5prjW/4DKvNcun0+mQTCbp6em5qtvlsoAEV8exVrt1Ozb0RrxUq1Wef/J5AtYAQ4Eh2u02X//m15mcnCRZSWJxWBjbP0b/WD9tsY1ep+f0s6fxDnvZmtyiJbS6cVDIiclqwuK2oNaqMei63e6yJNORO+iteoSiAEB6OU16OY3Nb2PsrjFWz6wy//w8nXa36MTsNPOB/+cHcPY4u53M0v+a1yjJqDVqTHZT10ZXlikmikiyhNlsplltYnaa0el12/FDebWMdKuEzqYj6o5SrBT50n//0luypX4ta+vdu3eTSqUQRZGBgYFt68DXs8B+L9pkKygoKCjcmFyZX5ldmsXUa0IWZTqqDvV2nabcpFqu4h324jQ6sY5aqeQrXSEHGWePE6EooNVrrxI2rmeOYKFUYDww/qrtnXYHEZEnn3sSq9dK364+bGYbjVaD+Y15RnaOsOPQDjZWN9C2tbgsLpKzSdKBNKerp7k0fQm9Ws+BfQe440N3oNVpaTVa/ONX/pEv/x9fplqqAmB32fnMb32GbCHL0E1D4IazS2f52ne+RqfV6ea42kW8IS/JUhIJCYfbgUvloqqqYrAZyKxnGLx5EI2uW6zq6fXg7nUzeXSS+EycnbfvJLOYITYdoyJX0LV1/NIHfuktC0iZTIZcLsfIyIhidavwKhQRSUHhBuetPNS/XbyWgCUh4e31EkvEtn3eAcLhMJFwhPMvnOfS6CV6o72U82UWXlrAYXLQe7iXfYf2vW5b78rCChuxDWKx7trhnjDTS9MIAYFKoYLF2hUdvH4vFslCba3Gsw8+iyfsIb2UZv7EPDanjejNURpCg3wiT9AVpFPvYHKYrjqnY88d2x6iCGB1W7vndHOk68/faiOUBWStTLFWxO63gw56xnrIbeVQa9RYfVZymzkq2QpSR0Kj1VCMF7EH7Oy4YweFWIGzD52llqkhFkWWZpbQ6rUER4JYPVaQYHRilLbYRm1Qo9KoGNg7QC6eIxlLko6nERoCepsem91GJBLBbDdjNphZmVvBPeBm1y27EESB9HKaUqqEo8fRTaRo1KACSZao5CqYbWYi+yPIHZn+/f2Igoiqo0Jr0JKNZTEYDGgdWkxOE9GhKEWhyNzLc4TGQtj8NvwDfuaPzVNKllDr1DTKDTrtDu//nfdjMBhoNVvE5+Lk1/OEd4cpxAvbnUCNSmO74qVe6s4kMtlNFBNF3L1uWvUWzVoTnVHH1tQWq2dWKSVKyJKMI+igUW2QnEtyy4duYeK2CaafnSabzdKW2pjcJuxeOxqdhtM/OM3s87Pb19OuD+zirv/HXcw+PYtapyawK4DdYye5kMRoMmKz2ihmi6zPrmN2mNEauoO62602yOAb8CGUBUx2E1JLYvXcKjqzjtR8inKmjF6rZyA6wH0fvI+PfuSjb8mH+Era7TZLS0vUajVKpRJarRafz/eW11NQUFBQULgenI6uh/+1uNYsH1EUWVxcRBAEms0mAwMDqFQqRFHk/PnzPP7k4yytL7GwsMD4kXGcASfRaJQ7PnQHS7NLLC8uk1vN0cq1+PV/9eusbazx1Mmn8Ea8VFQV0sU0Ky+vYDlp4dijx9DpunMudQYdpVQJudMtlgG6Hc0dqWtFpwJUYLKZ6LQ6tGotaoUaubUcL339JSRZQm/uxiDVbJVLP76E1Ona0voGfEQPRqlkK917v8OESqNCq9dSTBSp5qv4BnzU8jVkZISKwNwzc+y4cwdanZb1lXUyaxka5QZanZZ9E/v4g9/9g6uLpgbfvC31azkDPPbSY0xOTTI+Nr6dCDp/4fzrWmAD76pNtoKCgoLCzxdX5leq56usr6/TEBvkC3n6D/fTM9zTnW3cMSELMg6LA0ufhUq2gtyRqaQrhHpCDIwOkEgl6O/vB65vjqDL4SKXym1/LUkS+VyeyelJFmYXaNPmwEcPYHQaKQtlmtUmez+4l/x6nma1STgSJhqIctPETTzy7UeITcVYbi6jtWu57b7bGB4fRqvT0hbbzE/Nc/7YecRmd26iw+Ng95HdXLx0kYN3HiRTzbCSXaEjdbCP2InNxlhcXWRg1wBatRbZIGNxWtAZdSTyCVR6FTqDDqPVSKPSwN3rRmfQUc1X8fR78A54WTy+iM1qQ2yKGPQG+p393H7g9rd8r04kEsTj3aLs5eVlRkZGFJt8hatQRCQFhRucN/tQ/3byWgKWxWqh0qogCMJV2zUaDQFfgIPjBzFUDWRjWUYCI3zy/Z98VXXjawlUuw/s5sc//jHz8/NdESkcJpfLMXVyivXZdfbt2se5l8+RWk2xd2QvtXqNC1MXWDq5RKfZQWvUsvuW3XgtXvSinoHhASxGC2efPct9t93Hiyde3D6nWrVGaCC0vW+zxUyp2LWJc7qdhPwhFs4sMHTrEKP7R2nLbRLLCVpii+x6FrPDTHhnmGK8yMVHL+IKudBoNbjCLvwjfmRJRmvQ0jPaQ245x6EPHWJpcgl3n5vsRpb1C+tYPVZK6RKVTAWrz0qn0cEddNOsNJm6MIWsk2mKTUI7QvhCPkxWE26PG7PZTCKRYOcdO3EEHOROdYOn2EwMq68rTukM3d93PpZn48IGerOeZrWJSlYRGY2QTWTJb+WJXYzRrrQZHxmnb08fBrMBsSPi0Du2EyWlZAltnxZPr4dGrYEsybj73Gj12u7wZlnCHuiKcevn1tFoNZjdZkZuGWHxxCL5zTzeAS9anZb8Zp7gjiCFeIHNi5vYfDaCw0HUGjVLLy9hsBqw++34B/1IHYn8Rp5GoYHRYESj03DxzEUalUbXci7qZPTwKFMnprCvdIO1yxz85YO8/1++n+xGlsRCgv4D/bh73QT7g5hdZiafnOTco+fQWXR4o1769vUBoDfpqeVr1Io1hm8e7iaaclXcETeJhQQmm4lAf4BeZy9/+ed/yeHDh9+WhMuVCbnL7yej0fhTr6ugoKCgoPBG7Bnfw9FjRymOFq+2T77GLJ9ms8ni4iLNZtf+rVKp0Gq1UKvVPPiDB3n8pcdROVUEbwrSdDbZTG3y0Hcf4o6772BiYoKxvWOM7R3j9IunSc+mOfrkUabXpjlw1wGsHisXTl5A69Uyfvc4ZreZRqnB/LF5VLKKXDKHzqBj5PYRhLKAWqVGb9ZTL9ZJr6RxR92YbWY0Wg2dTodiskhyNonWoKUjdRi9dZT8Vp52q016Ob0tIHmiHj76xx8lvZJm/cI6tXwNV7g7l6BRaVCMFzHajUgdiXKqTKveon+in0qu0p2H6LJgtBrx9Hkop8uUNkv88u/+8ttiS32tNSRJYt22zvzZeew2O5FIhK2trTfcF/Cu2WQrKCgoKPz8USwV8YV8zF2a46WjL1GsFxk+NExH7uAIOtAYNET6ItTSNSwmC1Jbwqg3orKrcNqcrJxZYecHd2KxWijF/pdl/3XOEbzjyB1875nvkT6YxtPjYX5hnq3kFqViifRamsCOAJVyhbWZNVQqFbVCjabQpG+gj5WZFUIDIXYN7+pa/N+0l6QxiYxMz54eBncMAtCoN3jg7x7gqcefoi22AbC77dz24dtYnFmkZ2cPklmiVClhdBpRoyYyGEFWyWxe3KRcLLM2v8b43eN4PV5UqNC2tXSKHTKrGdy9brQGLXqzHlmWkWSJzEoGu9dOYa3A7IuzFDeL7B/Zz6997vpnKl+JLMtsbW2RTqe3t5nNZkVAUngVioikoHCD82Ye6t9uLgtYnU6HWCxGLBFDEARqzRqLM4u43+e+6ueLuSL5rTz3f/j+N3wAfS2Banh8mNCpEGefPYtYFUllUiwtL7E2tUYlXWH25VkGIgP09vTijXoJ7w/j3eVlZXmF2FIMISsgZkQc/Q7cTjfZWJa5jbltH/rJ2cltUc5itVApVLb3Xa/V0ev0zF2a49mjz9JRd7pVKjSRZImm0GRjegOxKeKNeDE6jOQ2cth9dox2I9GJKPaAvTszR6OhXqkjd2R0Jh2pjRRf+9OvUUgVcPe6MdqMhHaGcAQdtBttUivdmT4Wh4VOp0O71aYiVPB5fVQuVvD0eQgOBBkYHWD6hWlKyRLesBexLvLM3z+DrJKJTkSJz8ZZPrFMKVrCuGBEbIlkV7PIKpmbPnUT8y/OE5+L8+w/PovVbWVzahNVQ8XIyAgWp6U7HNphoGFtIKZFrF4r7UabRrVrl6fSqrB6rdudRWqdmmKyiNVqRS2qsZgtOPyObseORcfC8QU0eg1bU1vkN/N0xA56sx6hLLA1ucX6hXU67Q65nTnKyTKddqebNLKbcfY4sTgtFONFzj50FovHwsriCg6HA4/fw9bqFrW5GlavlY7cYfSWUZq1Jm2xjX/QT9/+Pi4evcjW5BZiXeSWX7+FdqvN6uQqKrUKGZlGo0H0cJS+XX34R/xUMhXMDjM6s465Z+fIbeYIjYegAC2hhcFiwKw38/FPfxxtScttt93207/RgEajweLiIq1Wd6D35QGXZrP5bVlfQUFBQUHh9dizZw+ra6uceupUt8jH3Y0BXznLp16vs7i4SLvdTaTo9XpGRkYwGAycO3eOE5dO4N/lZ/fNuzFZTURGI8xMzZDbyHHp0iUCgQCRSIRsMstLR1/CH/RTFspEDkQw+ow8+E8PIhpEjvzSETwhDxuLG6xfXMfkNiGUBYKjQfQmfbcgZz2LVqdFq9di99u3LXsvCznxuTjldBmb18aOO3YQn4kTGA4AdDuNrCb23b+PzGoGT8TD7POzuMPdGC02HWPx2CIqlWp7dlKn3eHS45doVpoYrAa0ei29e3oRSgJqrZp2q001V6WwVcDv8PPpT3+a7z703Z/alvqVhVedTofMRgaNWtPtok/GuOuuu3j4xw+/4b6Ad80mW0FBQUHhxuF6rU+tFisvPvEieqce9OAL+WhIDRrNBoVYgR5XD7qojs3SJsmVJJlqBmPGiLahpaKrYFFZmDo9xfTUNEaNkWaxiUpQMd43/oZzBD/xiU9w4dIFjv7DUXQeHbJRplKokF5NUyvU8Ea81Co1AiMBDBYDpVSJrZUtCqkC6pYaq93KAgvEEjGKiSK9ll7UWjXFfJFGvcHjDz/Od7/2XUStiHfYy27fbtYvrNO/v59ipes+0z/RT66Qw2QzMXJwhGwqi86kwxVy0aq1aLfaZLeyZFezGM1GOuoOtUKN5GKSZr2J0WbEYDEgSRJavbZb3CJDcatIJV2h0+xw76338uf/5c/fUm5AlmXW1tbI5/Pb28LhMMFg8E2vpfDzjyIiKSjc4FzvQ/07su/xPTz64qMcax6jJtWwuq043A7qnTqpH6c42zqL2+rG7XW/6WN6rQ4rrU7L4MggW1NbPP3w05TFMg2hgcVrIXowit6gp1FrMLk1yS2RW8iUMmxmNtGYNfh3+1m/sE58I46qoaJ/sB+3y819t923HexcKcoNjQxx+uxpysNldHodpXSJeqLOfH0eLHD48GHaujZ1qc78C/PUhTrNdhOtQYs36iUXy7FxcQOhJFAr1Fh4aYH+iX7CO8O01C00uq61iNgQadVaZGNZVGoVarWamz9+M/VGHb1Zj0anwTfg49n//iwzz8+g0WgoZ8rIkoxQEjAajaj0Khrtblu41qplc2mTfXfv4/Szp5FkiYlfmsDb52XfR/Yx/eQ0Gxc2qGQrdMQOOz+4k30f2YfUlrB6rQSHgkw/NU1TaOKyuzhyzxFK6RJ6i55SsYTGqEGj1iCUBJqVJqVUCZPdRNlWJjgSxBVysXh8kXKyzODBQYwWI81Sk95QL4ViAZ1BR7PRJDGXABWIdRFJJVFNV7fnGyGDUBHov7kfm9NGfDpOKVUiuCNIo9LA1eOilq9RSpZoVBs4wg6qqSrldBmDxoA6pObIJ47wzD88w0sPvkRkXwStVktoPESlWKGcKnPiWye6yaSIh9s+dxtafdemTqgI27MNzA4zobEQFo8FZLB5bJRzZQKeAJ6Ih+x6Fm+/F1EQKSVKuINu7rztThwWBwa14W15n10rITc6OorB8Pasr6CgoKCg8EbodDo+/rGPbyeMkrEkDoeDDxz+ACqVige+8wCZbIZaqYYsyzSaDepCnWKpSLVSRZRESqUSjn4Hh/YdwmDu3sP8PX5KhRK5WI6l6SWapSaqtorlmWX0Zj0f+PQHmDk/Q+9QL31DfTyaf5TwrjBag5ZCusCpB0/RaXcYfd8oyfkk7kh3dmSn1cEZdFLNVdEZdTTrTRw9DkrxEksnljDZTLj73Dj8Dly93U7xZr1JMVHE5rVRzVVR69W4e90MHBqgkq2wfmGdlZMrqGQVmraGqC9KW25TK9Uo1AroNDpsBhsaSYPNawMREMFqs9JsNGlVWjRLTZxmJ7/1md/CbDa/LbbUV67RFttkNjLbdjpmm5l6qo7T6byufcnI75pNtoKCgoLCjYEoijz40IO8cOYFGlKjW4ApyZy6eIo7lu7gYx/9GHNzc0zOTvLCCy+wlFripg/fRLVWxdvnxewx07+vH01eQ7vaxuAyEN4VZvrSNOnpNEJO4LbbbsPpceK408H64jqTxyZRdVQsnVzi8J7D/Ot/8a9ft+NGFEXm5uYYGBzg+MvHWX5mGUfQQbPRJLIvgsPvQEZm/K5xTBYTnXa3M8poNbJ0fIlKooLD4yCXyWEwGYjPxTHuMnLbrbfx9e9+na/9zdeIp+IYnUZ23razW6CSKePocaBRa1i/sN6dSX3aSLvTxmg1Us1XkToSzpCTWrGGwWzAaDNidVlxeBxkN7OU82W0ei0Wl4Whm4dILiQxu8zoDDrElogaNfVincxyBq2sZc/wnrcsIEmSxPLyMuVyeXtbNBrF6/W+petC4ecfRURSULjBea2H+iuFkXeKsbExvv6PX+flH72ML+LD7XdjtVuhA3v27mF5bpkHvvgAKq0Ku8XOwb0H6T3ce11rXynmWO3WbX/8bDrL0uQStGHsjjGqQhWxI7L3A3vRGrRszmySi+fwj/q5MHsBvVXP3jv3YnVaadQa5DN5xGS3U+jOW+98VTXllaKcK+RC29HyxANPYLab0YgaUtkU7ogbm80GBgj2BbH0WFi8uEjvWC/zc/Pk0jkmH59EFEUcfgeRfRFquRrtZptKtkJqKUV0Ikqn1aHT7FCMFfFH/AweGKTdaNPWtqlVaohtEaEiYHFZtm3vEtMJFo8vktnMMLhnkMhNEdBAtVTF1+OjVqmh0+iwWqwIJYHUWorAUID0UppKuoK338uuD+0isi/CyukVFl9axOK0EJ+OU4gVUGvVHPr0IRzHHKy/sM7w2DA2r41SuoRslFEH1dRKNcSUSClVQmfSodFqyG3mcIaclNNlcms54rNxtDotnqgHSZRo1VqsLq7SltpUShWcPU4GjwyCBMn5JKnlFPagncBQYNsGTygJZNYyVLIV9n10H6nFFJLUrbzJbmTpiB20Wi0WpwV32E12JYsr4GL0jlEWTi9QapZYmVrB7rHj6/ORj+XJp/PotDpsPTZkZAD69vUhyRKNagOhJCB1JHwDPsrpMmq1Gr1Fj9lhppwu4wg5QIbkQhJRECkkCqycWkEoCTi9TkLRECpZ9bZ1AVYqFZaWlrrnDZhMJkZGRpR5BAoKCgoKP3N0Oh0TExNMTEwgiiLnzp3jm9/+JslykmA0CHVoik1q1RpoIVvJktpKYfPb6BnqobxYRjSIJHNJbJs2+vr6UGvUjOwcoVqoMv/CPNV8lUg0QrlcplVu8Zf/v7+kkqtg89iwOCzEVmJ4o17OP3qeQqKAo8fBnnv34O51k9/K4wq7sHqspFfS9Iz2UC/XabfaSG2JzHKGwlYBi8fC4KFBQrtCxKZiBIYDyLJMciFJvVDn4KcOotKqEAWRTqtDbb5GLVejWWsyMDTA7/+736e4WOQPf/8Pr/l7+r+/9H8j6AW20lu4w27iG3EKhQKaoAadXkduIcfBAweBt8eW+vIaYlMkvZ6m0+7Om1Rr1EgaCZfb9ab29W7ZZCsoKCgo3BicO3eOHz75Q+y9dvpH+7G5bFQKFeILcX7w+A9YXVtFMkl4I17MATNOo5PFlUXK5TIeyYNWpWUwMki2lSWzmqFRbyBoBDR6DcggCRI90R4y1Qz1TJ10LM3Ogzs5dPchCukC08em+crff4V/84f/5prPxZdnBc5szBBPxdF5dEQ9UfZ8cA8bMxs4e53EZmK06i3O/7A7x0hn0OHscSJ3ZIxOI3Qgsi9CIVVgeWYZt95NWSrz9DNPc/b8WVK5FG2xzeiBUcxOM512h3qxDjI4e53obXoSs4nuTG6PjcBoAKEhYHPY2JzZpLBZYPjQMGJbxOLqFqz27OghZAhRzVdpN9uoNCoWjy2yObmJyWZCrVGT3cpSjpcxyAb2Hd7Hb37mN9+SgHTlrGUAlUrF4OAgTqfzp708FH6OUUQkBYWfA658qL9errf9+PVe/9jRx8g2sozdMobNbaOYK7K1sgV1CO0IYfQbUWlUDIwPoJJV1Kjx5Ikn2YptveGwv8tizsuPv0w8FachN7D4LKgsKhx93YqQjeUNhIaA0Wzk0jOXMJgNaA1axJaII+BA79GjVWmJjEa2121Wm5xaPkVTal7TkuOVolyvrReLaCGVTHHs1DF0Hh1qg5rAvgCiTqSlaZGZzdBsNUnFUxgdRvpD/SydWMIWsDF8ZBidSUctX6OYLNIROyQXkzSqDVSoKG4VsZgs2CI2TFYTm/FNbEEb6Y00jmD3QT21kupW0up1hKIh6uU6OnSEo2F6wj14vB5KhRKlUglkWJtao5QqsTC70J3LtCvc7eApNdi8uImskhm7Ywy7305TaDL/wjzDR4axeq2YHWYqmQpuqxvVoIpOu0MhUaAu1SluFDl06BCOkINCrLBt34YKasUaYkOknClTTpXRGrTojDo0Gg2SKCGrZMqVMjqjjpbQIjgeJLOU6Xb7uMy4e91YPVYi+yNo9VpMdhM6k470cprV06ssvLiAzqTD5rUhVARcvS4MZgNWpxU0kJhJoFarCe8O4/A60Jv0PPV3TyGUBMrpMj3DPXTo4Il6aNabqNVq2mKbUqpEfCaOUBLQGXWY7Cb8g36sXivNWneWQ24th8VlQWyIFDYLmJ1mhIpAcjFJfDJOYbPA4MQg7qCb9EIai8vC7Qdu/6m7AEulEsvLy8hyV+yyWq0MDQ2h1Sq3bgUFBQWFd4/LyZlnTjxDXs5z04dvIreWI11K4/K6wAwNfQMEGJgYYPiWYXx+HydaJ5CQUOlVZAoZbDYbToeTdCLN4vQiDbGB1+Ulm8tiDpkxa82U0iX8AX/X7talZzA0yNKxJVQaFb5BX3fO5JAfo82IyW5CbssEhgNUM1U2L21idppBhtXTXatas8vM4OFBenf1Ui/WaVQblFIlzv3gHNnVLLn1HFqjlvDOMJ1mh3KmjNSRaNVbuAIu/uS//gnri+uvK6Y4HU40Wg2qTRXPfP8ZMHXnI9j0NpIbSZq5Jqtrqxw4cOBtsaXeM76Hx158jFX9KkZTd1aiRqfBYDOQv5DfXuN69/Vu2WQrKCgoKNwYHH3yKJJV4vBHDmN327e3hwZCfOMvv8Hy0WXu+7X7iOfjXJq5RGgihN1vR2yKVBNVgtYgGrcG35CP7EaWrdQWsdkYgb4Adrudnb6dJGYSbGW36Kg73HrfrYzfNI5Wp6V3uJdcJsfDTz1MppBh1/iuV+Wxzp07xzMnnqHWrJEqpjC6jFhNVnRaHb4BH+m1NPGZON4BL56IB4vHQj1fZ/PSJu1Wm9BYiFQphVAS0KLF5XWxPrfOyZdOIutkWu0WidkEAAMHBxi9fZT5F+dp1pqM3DpCdjNLcj5JbitHYDjAjvftwOqxIjZEhJKA3qJHrVMj1kWyyWy3g7va4OKTF7H5bWh0GlQqFbmNHK5eFxanhaUTS+gMOkwWE063E6/ey4du+9Bbsphtt9ssLCxcNWt5aGioWyitoPA6KJkoBYVfQC4//M/H5vFGvPREeijmixw9dpTVtdU3FHjgJ0N8hw8OExoP4Q12W16XppZ4+sGnQQ2OoIPBvYNMHJ5AqAqszq7S6+1lfnb+DQfzXhZzGt9pML84z9CBIbwBL+GeMAtLC2wVtjj9+GmEmsC+e/bh6/dRK9ZIzCdIraVQG9QYHAZqqRq1Wg2T2YRapUZsirj8LkqlEiVj6VW/l8nJSc5Pnmd2dpZKrYLVaqVZbyKoBfom/v/s/WmUJId5nok+kRG5RGbkvmfWvnZ1o7rRjZ0EQYKLSEoiLUrWbksz174e+4evfaxzfObYP+61r2eRzvE5oxmb0mg0c68sy7yStRKEuIEgCRBAoxu9VVXX0rVnVe77FpEZkRl5f4RQJEgQaFBcRDGfX92VVZHR0VEVX33f+73vJEuPLCHZJXbXdtl4ZYNANMDxzjHtWhtP2sO5p85xvH7MSBgRm4vhCXnoq31Eu0gwFaRT6zA0hqx/dh1vxMuDTz/I6rtX+ezvfJbD24fUq3V8KasQU+sqosMawgy0ATbdRtATxOfwMbcwR8QfYXpmGl/IRyKdIH+S59n//CzH946R3TKeiIfITIRAMkAgEcA2YUOJKdx78R7FvSJ6T0cYCbgDbiKzESrHFZoFaxClDBR01crfOdg5wD3tRqtqbHx+g6O4KWUAAQAASURBVPhCnGa5STPXZDQaITkkUudSJJeTzFyZIb+TJ7eVw9RNDq4fYA5NhsaQ6kmVdrnNQB/Q7/bxxX2cf/95Tu6coLU0kitJ4gtx+p0+7qAbh9vBQB/QrXWpnlTptXqMzBFOj5Oyo4w75AbTyi3YvbqLElJILafot/tc/a9X0ZpWUWQOTE62T5i4OEF0Ooo75Ebv6uy9uodTdloDrIjCQBtQz9ZpFVvIfhnZL2OTbOR38jgVJ6mVFENjSD1Xp5lvUjmu4I15ic5GaRaaFO8WWZ1b5Rd/5TsLtPxmXC4XoigyGAzw+/3Mzc1hs9n+WsccM2bMmDFjvh33KzB6vQb0Rr3E03EikQjlvTLRySj5fB7/jJ9mtolu6iyeW8Qf9WMMDdILabavb9Mut3G6nOzf26deqlOtVFl7aQ1zaFLIFQhNhoimolSzVWYuzxBIB8jv5fGGvNx85ibeqBdv1IsgCHhCHgzNwKW4CE2GqJ3UCKQDTF2eYv/qPtnNLO1yG1EUmX14lvJRGZfiwibZ8Ea9IMDzn3yeduXrGZgOt4PSQYlOpYMn7LHyLB0yv/Yvfg1REN8wTHmzazbsD3nmvz6D7tRxxVzIiow5NCmdlBi2hvzsf/uz7Bf3WV9f/67YUq+urrJ/sM/O5g5KQEEJKAxtQ6o3q284xv2+1w/KJnvMmDFjxvxwsH+4T/pK+myANDAG7G3vsXFnA1VQ0SSNYq9IV+3So0e/18fpdTJ9aZrybWsr2NAMhrYhpW7J2t5JBIjMRShsFrCLdnpqD5vLRmolhSfpodVuoXgUbn71Jo1Gg+TFJFJSoq/039DHAvj9//L7nGqnqD2VyHyERqlBR+tw78Y9Ji9PUjmqIDpEItMRdE2nuWn1QALpAGpDpVloMugPuPqXV3H73ERmIvgX/BRLRTqVDpWjytm10DoavpiP2kmNTrXD8a1jy83E7SCQCHD+6fOkVlL0u33EqEjb1cYm2HAsOageV1ErKhISASXA8e4xnZplw+v0OGkVW6x8YIWJ1Qnym3nKB2UkXaKdafOr/+2v3lff7s0QRRGn04mmaeOs5THviPEQacyYH0Fe/+X/0Q8++kaV4VKDa89de9sBD3w9xLdv66N21bOPa7pGeiXN8dYx01emCUSt48uKjBJSaGvt+w7mtdvtDBjw1I89xZUnvv652XyWQXGAP+XH3rITn48TnY4yGo2wOWyUMiWKh0VCyRBIkC/lsY1s2Ewb2d0sU0tTFHYK+Je+riL95pXnHj08Mx5OT05pNVuWzZppeecbhkFwNkh2K4sn7uFC/AI3P3eTo9tHxJZjlI/LSC4rxNkdsB7GI3NEt9ZFVmSC8SCKR+HJX3wSu8tOcb9INVtFlEWmLk0xHAytAYbNZqlmA25MzeRk74TpS9MUTgv4Q37S8TS3n79NZCqCN+hl4+oGmb0MExcn6Lf7eGweBEmgdlrDpbiQ/TLBZJCJCxMc3zq2LOHMIfVsndJeifBUGK2tcbJ+wsnJCclgEl3Saakt+vn+mU1bab9ENVNF9sssPGHZ3UkOidppjfBUGLtsZzQasfzUMidrJ9z53B163R5qQyWQDJA8l8TushOZiSDaRdSmilNxooQUbDYb7pAbAQGX4sLlcVmewAEPslfm4PoBDtlhZTBVWhR3i3TKHcyRydJTS2T3szzzPz1Dr90DsLaa/PLZsEcQBHRNZ8SIxFKCkTmitG8Fa47MEZJLQtd0bA4bSlBBEAXalTa5zRxGz0C0W1lQ9WydYCqIP+Tn+PYxkUiEWDzGP/0n/5RHH330vr4P3w6n08ni4iKVSoXJyUkEQfiuHHfMmDFjxoz5Zt6JwOj1GrBxr4Ev5ENJKvT0HuHJMJ3TDiE5xNAYWkOegAdJktBVnalzU5SPymTXshzdOcKluDBNk9O7p/S6PVyKC93QMQyD/Vv79NU+2KFeqtOtdclt5RBsAgvvWqDX6jE0hsg+mUa+QXgmTHQ2SqfcYf+VfUSHSL/bx9AMRoyYfWSW+cfnMfoGA32A2lAxTZONL2ycDZBEh8iFD14gOBHk+OYx5YMyalOlV+vx3/yD/4aT3RPqufrZMOXNrlmtUuPzX/g8uXKOBz7yAOGZMJIk0Sq1UKsq/WKfQDiArMhntfBf15babrfzU3/np7h16xY379ykW+gSCAS+5Rj3a4H9g7LJHjNmzJgxf3P5RtHE/vE+Zsq0+hJBPy988QVy+Rw2yYbL56JT79AX+7ijbuYenqN4UCSQCCD7ZZQ5BUmVKBwXODo6wh/zE5oI4U/46da79Fo97pbvUm/UMU2TxacWMSWTXClH67RFrVJj8fFFzL6Jd+Qlko5Q7VT51Gc+xRee+wKM4Nr2NRafXKRf7hObi2Fg0M10ERA4WTuhU+vg8rlolVukzqUIJAP02j0qmQq1kxqNfINALIASVoiuRBFEAaknUclUaJesmkEQBB75u4+ADf7s3/wZzXwTJaIQm4/hdDvPXE38cT+yX2ZgDKxeh9+N0TEwGgYuw8U/+Uf/hBEjfvs//zYjRvhiPkS7yKA/QIkotIttis4iDtlBIBagddjikYuP8HM/93Pf8TNZEARmZ2fJZDIkk8lx1vKY+2Y8RBoz5keQ13/5/8YBEkAgHLjvAc/r4bySLHF37y5aXENWZPr9PsF4kN1Xd5EcEgH/19/D7XHTbDSJJ+P3Hcz7ZiHA6WSa67ev44/7MTSDVrWFElKoFWpUshU8IQ9HN44obBdIraSs5kOlSyvfwuPx0Oq00Ds6qytfV1O+PliLTEao9Cs8+n5rNfu5P3oOd9JNJB2hVqpxePcQb8zLwsMLyB4ZraoxvTrN3voexXyRW8/cwh1wowQV9J6OOTSRfTJOjxNTN+nUOvTVPsP+kOvPXqdRaJDfzeMP+pm8PMnEygS5vRzFnSKeqIdOpYM5MOm3+jgkB6HZEPv7+2Q2MiwvLKM3da599hrmwOTurbskLyWZfmCa5373OWYenmHiwgTNQpPyYRklrNCtdelUOxy+dkir3LIKFH1AX+tTPirTKrVw+934Y37Uukr5uIw/5ic8Fabf7ZPfydOpdlCbKlOXp/AEPShBBUmW6FQ6bH55E4BurcvWV7Y4uH5ANVtloA2IzESQfTL+hB9d1fHFfXhCHpweJ7qqW5kFpondZmegDxDtomUh09VRwtZAx+60IzkllLBCcc+y+Vt4YoGhMeTul+5y489uYPSsMGmH20H6gTT9bp/0hTSBVIBBf4Cu6agdFZfHUi23pBbn3n+Obr1LYadAp92hf9KneK9IcjmJoRk4FSeNfIOBPkD2ySQWrQGU0+Yk5A/x3/3T/w61q7J3tMe73/3u+7q334zRaPSGYZHb7WZqauotvmLMmDFjxoz563M/AqPV1VXW19d5/qvPEzkXoVwqMzoekZ5PI3gEOkYHt+KmXWsj2kVGoxHdRteyZpFEhuaQS09dYu1La9z+2m1sNhu6ruNP+Vn94Cr9Xp9aroau6kguieh8lKExZOvLW4Snw/hjflxel5X1eFDCHJiYQxObw8b+K/v44j6UiEJmPcPe1/bQ2hqR6Qi+iM/KW3RKxBfiZ2rhr/zOV+hUOwA4ZAexhRjtSpt6to5TcXLu6XMwgqAnyPqNdRK+BL/887/MlStXsNvt3Lx581uumSRLeGe9TLmmcDvcKB4F0S4iO2Va9hZSSOLo8IiVB1bOauHvxJYa3lgz2O12Hn300bcVstzPe32n5zNmzJgxY/528s2iifkL83T7XXZ3dylmiqhDFW/Mi1Nx0q636at9SoclUudSpC+kUesqx7eOcXqduBQXil+hWC8yNIck5hKoHZVes0e33CWejpNaTdFX+7z67Kvcfv42P/trP4viU1j76hqxqRiiJCIaIqV8iWqrysA2oNwtc1w4RkAgshQBEYpHRSqFCt6ol16zh9q0BCS10xrTV6aJzVt2ub1OD8kpMegNsEk2Ji9OWj2RhN+yumuqXP3U1bMBkk2ycfnjlwlPh7n30j1ESWTmoRkcbgfR2Sj1bB3BJiDaRbqNLqFhCIfLgambOEUnitsS3zz1yFP87N/9Wa5fv87p4SmtTgslrOCL+fBGvFz+O5fR6hqVTIVurYve1AkKQX7553/5HQ+QvrnPYLPZmJmZ+a7dH3+dqIwxPzyMh0hjxvwI8maDmddRfAq3XrnF7/3B773lA+D1cN5Lj16iWq1yuHWIErJ8XrPHWYb6EFvf9oZgPrWrIsvyOwrmfbMQ4HQ6TUAJ0Mw2GQ1H1At1cns5JKeEJ2TZjtjddgzVIL+ZZzQYISsykVSESCLCq3/xKo/OP/oGS47XB2v5XJ7IVOTrq9nDAcFkEEES8Mf8nG6d4jbd1Mt1Wq0W+7f2OTo4QnBa3vz7r+5jl+1Us5anfngyjBJS0DpWUGTluEI5U0araDhzTrwRq7Hin/AzGAyoFqpEp6J0qtaadL1QxzRMgskgoktk584O5tBkY2ODTDHD4pVFZh+apV6uY65bA6vbn78NAoTSISYvTpJcSVK8V6R2WkNraVRPqgDMPDRjDYH8CuqxSr6aZ+5dc0RnoniCHtS6iifiIb+dxxv1cu695yzbwFqX061TqsdVojNR+t0+akvFE/LQqXXY/so2WkfD7XcTTAYZCSNGwxHzj8+jNlTC02EK9wq0S20Siwmic1GObhxRPirjDVs+vIP+gPJhmZP1E4r7RcIzYYbGEKfHydxjcyw/tczsI7Osf3adylEFramx8YUNzKEJgOSUCE5Y4dqeoAdfzIfL48I96abf7bPxuQ16nR4O2UFf61sK6UtTRGei3Pr0LQ6uH+AOuplPzVM7rZ1tUL0+7BoNRwyaA6YSUzy89DAXrlzgYOeAwvr9DUe/mdFoxPHxMaZpMjs7O946GjNmzJgx31feTmB0Z/0Oh0eHbJ9u4w64ERwC0Zko99bv4Y/7Sc2l2NnYQfbKlDIlApEADpuD7HYWOSgTjUVRmyohJUSn0WH1iVVK+yXqWp2ZKzMEE0EKhwXC02HCk2Hu/OUdDq4d4PQ48cf8zD8+T7fWxW7Y6Xf7xBfiZO9mER2WWlcQBE7unNCtdynuF/HFfPjiPmYemkFrafTaPUbDETMPz1A7qfH5/+XzGNpfiU48Di588AJuvxvZL9OpdZi4MMHIHFE9rvLTH/tplhaWuPbcNex2+7dsZAXCAYbDIdlslhdefgFDMAhMBGiUGiw+ukg4FgYg58hR2i3R7XTfUS38ZhQKBer1OktLS4ii+B0fZ8yYMWPGjHk7vllo4nQ5+dznP0ez1aTRbeAJehBdIiNGDI0hqZUUalOlelpFkRTmH5pn99ouh68dMjJHJBeSRBIRBp0Ba59dQzAFwokwH/r5D6EkFASXQCAcQNd17nzpDs/+zrMoIYXdm7uUc2UkU0KSJBrtBqlUil61hyfiYfryNJntDGrbigVYfPcijUoDc2giiFYuoj/up1Vs4fQ4rY3poAfJKVE5srKJ5h+bZzgY0ql28MV9SA6JZ3/9Wcv2Hytz8NGfe5RmscnxrWM8QQ8Ot4PU+RSNXAN/3E+n1qHX7iF7ZWqnNUITIQKRAD2zh12yU2vVqJ5WMVMm6+vrfOG5LzBihCiJJM8l8Ua9SE6JzK0MwVSQ2FyMolkkv5Zn9twsL19/me297fse1DQaDU5OTlhaWvqubx19N6IyxvzwMB4ijRnzI8ibDWbA8rJ98Qsv0m63WVQW3/IBcBbOO98gGAySy+fYX9+nUqxwfPeY1QdWEXoCnUYHX8iH1tHo1DqkQ2nWX1wn4Azwm5/8zbdVKbxZCLAoiiQiCY63jlmeW6bRbcAAnAEnDqcDzdSYXJokthhj66tb9Oo94pNxyodlWkctJiITnH/g/Bve7/XB2t69PVKzqbOPuz1udFXH7XVjDkxEu4jD4UDtqGgdDYfbgRJTyG/nMYcmM1dmSK2kqJ3WyO/k0Voa8cU4DqeDWq7G4fVDes0e6XNpHnj/A1ROKvS7fcKzYTCxrFkCslUsLMaoZCoc3TqiW+8iCiJ+hx8loTDpmCS+EMfr8dJoN2g0GzgUB6ebp3RqHbwRL9VMFbWl4o/5iS/FCaQCHL52yMnaCVOXpwimgvhCPpKBJAe9A7xhLy6vi6ExRG2oODwOkstJ1IZK9q41GOzWukTnowiSwObzm2x/dZvUcopAKkA9W+f07im1bI3wZJjJC5PUcjWUoII/5WfmygzZjSyYkFxKkt/J0yq2SC4naeQaFHYLdEodvFEvDrcDvafTyDVw+V1WEXpUZe7ROUbmyMoGGkFwMsjmlzbZfWkXRn/1fxZ0c+HDF2hkGmc5VK1Ci9h8DJtoI7uRxTRNYvMxlIiCElHOfI8nL00SmgxxdOsIyWEVp6mVFN1aFwCXx8VIHjEyR+i6jqmZLDy0YN1D32FDyDRNDg4OaDatwlSSpPH20ZgxY8aM+WvxjarQaq1Ku2l58Ct+hVAwxOrKKufOnWN7e5v1rXWe/fyzLDy2QCQTIZ1Onw0mhsMhWl/jmWeewR1wc/HRi0zNTFGtV1l+3zJDfcj1564zf34eo22wf3efUX/EsD1kNBhxePOQymmF5HwSn9fHYeuQzHoG2S9TrVWZuDJBYilh1WRHoGs62y9u06608Ua9VuZRzyCYCmKoBi6vi9ppjfkn5vEEPbQrbQSbQL1Qp7BToFvrEp4Is/D4Apk7GQKJAMnFJMW9IlpHo56r89J/eulsgCQ5JNIraZLnkoSnwuQ2c0xfmiY6F6W8X2bQH/Dg5QdxOBzfsq3/eu04HA5ZW1ujUC/QH/XxBDz09T5dtUulWEHxKThdTlweF41qA6/f+4ZcpXfCaDQim81SLBYB2N/fZ3FxcSw+GTNmzJgx74i32h4B3vDa5tYmE6sTuL1uMpkM1U6VRr1B5aiCP+Wn2+iiazq10xp2l52JBybIbeXoHfbo0EFra+Q2c3gClguJZJMobZU4lz5H4lIC1a7infLin/CTzWXxRrw43U7OXTnHxpc3ONg4YPrBaWKL1u/zext7mJrJzGMzDHtDNl7YQPJJIFh5yYJDIL2aRvbJ9LQe2GD68jRHrx2dWeW/bsFfOa5gDkwqmQrJ5SRyQKaZa+LyuKif1nnx916kVWgBVs0QmgrRyDawy3aic5b4dzgY4pAdSA4JrakRnYrSyDboq30csoO9l/YIT4SxSTZahRaFzQJL00vEVmL85Yt/yTOffYZWs4XT66RRaCDaRdwBN5JdonCvQLPQ5GT9hPREmic//iSReOS+BzWVSoXj42MAdnd3OXfuHJL03RsFfDeiMsb88DAeIo0Z8yPImw1mAG5dvUWhVODv/OLf4YGLD5x9/M0eAKurq+zu7/KH/8cfIgQEIhMRXC4X9ME5cNJv9bEJNl74kxfwRD0IIwGH6WD/pX2MnsHSR5YIx8Jv+/B7/X2e/S/PMnAMqLaqlItlikdF9K5OPB0nFAoR88UYOAbY7DbKnTKxuRizF2exYWPtc2sUtgpEg1E+8fOfwCbaqGxV3vA+rw/WPIqHdv3r4cqp2RQvffklEKHf71MtVLH77aTmUgw6A/wJP71uDzkgk34gTbvURgkrJBYSZLey3PvaPSpHFZSQYoUp2kTC6TCrT68SSoZolposPbKEYBewK3Zsgo16vo5DceBwOlCbKrXjGj6/j6f+/lPU6jXUikr8XBxzaHK0dkSr0iK3l8PldeFP+QlPhwmkAhTuFbj2qWvMPz6PXbajqzond04sD9yHZvH6vYxKI/S2jlpXCc2EcEacuMNuBv0BrXKLQX+AN+pl7dk1WqUW4akwmbUMNtHG0ruXyKxn2PrKFtjA7rRjE214Ah6is1Hiy3HqhTrpB9IYmkE9V8ef8lM5qjD3+ByNQoOdF3eIzkQtRVClReZ2BkMz8EV9hKZCxOfjOH1Oeq0eeken2+jij/oRbIK1et7q4fa5zwZIvpiPyGwEtabSU3sINoHpy9PkNnPWtczU6Hf7LDyxwMi0vmj+8XlGgxHHt4+pn9ZBAKfiRHJIdBtdZudn0RrWppOAgKEbGKqBLMp84mc+wcLKAo1q4ztqCA2HQ/b29uh0LDsdQRDwer3v6BhjxowZM+ZvD29nCfLtXp+fn+czn/kML1x9gVq9RrvZJhwP89gHHiPbzpKr5nD73Ew5ppDdMs++8Cyf+sNP4U/5ic3EiM/GafVa3N27S7Va5eLFiwCsra2xdncN1VC5cP4CkiyhtTVM3eTuC3cJTgQJVANsfm0TBw5SthQLFxdQNZVWu0VsKka300XdUrH77Qz1Ib6QD0fMYTWMJv2YgolpMwlMBLj9mdvYRBuR2QjRmSjNYhPRLqKrOv6kn3qujt1uZ++lPXxxH+1qm/J+mUaxYeVOpoNMX5lG9stIDolGvkF8OU6r0uLk9gm6pmP0rQGS0+NEdIhMPjjJxPkJ5KBMfieP7JcRJUtRLYkSN27dQNM0GuUGw/wQwzCw2+1ntaOUlSjUC8yuzDIUh7TUFkdbR/iDfsyhSfYoSyAcILufJXcvR2AmwCOPP/KGjfj74fWt5Wq1evYxn883HiCNGTNmzJh3xFttj+zuW+LM/eL+2WvXNq9RbBZ55jPP4PK70Ac6/nk/6pFKt9alXW6TvpAmMhvB6XaiBBQmkhOUN8pUjir0233CsTByTCa7laW+X8fn8tEb9rizdodKu8ITP/8EQYI0Sg0O1g8YmSPquTo2ycbyQ8sk55OUT8sMBgMSUwnWvrLGzqs7uNwuiqdFlKiCTbBRzVVJnEvg8luZ0E6v88wS3+62Uz2pMhqNaOQaiKJIZCaCJ+Shnq0zHAxR6yqSQ8KX8FkC4JaVtezyubj8scuYAxNPyGPVCz4rx7pT62D0DGIzMaonVWauzBBIBMht5XAqTtweN3sne1YWtODkiSee4Of/wc9jd9p56cWX0J06kfkIk6uTjIYjOrUOtdMa3ogXrWUJYHxRHx/4qQ/w6FOWbe3AGHBrcIs//Mwf8urNV7mwcuFbxNmFQoFsNnv2/64oyjvaXr4fm7rvRlTGmB8exkOkMWN+BFldXeXw6JBrz12zfuCHrF+Cv/zsl1k4v8DKhZU3fP43WpkAZw+Rarlq5c2k0owaI7yKl5/82E8S+JUAn/3DzxJ1R+mqXVpHLQL+ALJTpif3+Nj//WNEEpGz47+tSmFkWeHdfOmmpfAMefBEPeimzisvvoISUojORrHZbXSqHSLJCMlzSdqtNrJfJjIRwT6084lf+ATnLp7j5is3v2VjZHVllWe+8gy5co61Z9d45Suv4A9Z3vutaou1L68hyRJ6X2f/tX0ytzOkJlK0tBaZtQzJJcvqzOF2ACC6ROYfm8cddFPaK6GEFHJ3c7hcLvpan/3b++y8ukNyMcnU+Smuf+466VUrt6ev9tE1nVK2xOnGKQ6XA6fiZPv6Nj29RyPXQPbKeKNe7F478lBm8oFJovNRuvUuw8GQ0GSI2Udmee1PXmPnazu4/W6UiILaUPElfbgcLrwjL11bl2axiT7Q6bl7xFIxXF4XCGCX7ZT2S6g1leFwSOp8ikA8QLvaJr+dx+V1cfFDFy1f4WwNSZIoH5SxiTaW37dMZCrCva/ds9bbYyLlgzJzj87RKrY4ePUAJaTQLDbZfH6TfrePN+IldS6FL+rDJtkY9Ad06h0kl0RiMYEoiWx8cQO3302n2qFZbGL0DGYenqF0UEJtqCSWE8QX42eZVGpDxRyaSG6J9c+t0y63SZ1PUT2pond1QpMhbDYbgktACSmcrJ0wGo0wByayV8YT9HDw2gFqU0W0iUgOCZvdhl2yY9NtVg7W1VtvCNq+XwzDYHd3F03TAMuXeGFhYTxEGjNmzJi/BXwn/vBvZwny0Y98lM9+7rPf8vozX3mGW//DLUb+EZMXJknMJWhuNdkv7rP1v28RSoaYf2weh+JgK7NFppChUWhwcO+A5dEyS94lZL/M4fEhI/eIrZ0tXnrlJfS+Tktr0Sl28Lq99PQeal9lIA6o2qo0Mg22N7dpN9toJY2f+LGfYHF+EROTequOr+k7237yeX3kT/JsZ7dxjVw4g076HcsOt1vr4vA4LDXvcMjMwzM0C028US/D4RCjb1DP1plcnaRdbmPoBkNjyPrn12EELsVFKpBi6sEpcps5ZJ9MfCGOIAhkN7KU98tEZiIICGS3ssw+MktuM0dwIki32mWoD0EAm2AFXg/6AwbGAK1h5X0OnAP8IT+ZkwylXIlPP/NpPv6xj5+JsqqdKkpUQVYs277SeolWvoUNG4JDQJRE9tQ9jm8dMxOc4Vd+5lfO8qXu9/745q1lgOnpaSKRyLd87pgxY8aMGfNWvNX2yDN/8AyVQoUHnn6Aeq9Ofj9Pb9ijVC+RrWex2+20W218SR/hqbCVdRzzsfrh1TNLeu1QQ+gLCDYBd8CNZtdIziepF+r4o35aRovJC5NceOQC9zbvcfrVU+585Q5DfUi72saf8OOL+Oi2u/T1Pu1mmwfSD2DDhizKDG1D+v0++f08C48uMPHABIF0AFEU8Rx56Na6VI4qhCZDDPQBLsXFaDjCF/XRzDfRezruoJuZh2ZweV2IdpFAMkCv1bOEtL0B8rFMcbdI+nyaeq7OI3/3EUuYshBHiSjUTmr0O318CR+deod6tk70XVG0lsbBtQNkv4wv4SO7lsWBA4foYG5pjp/+ez/N8uoykl3i4OCAe3v3sDltGDUDraURSAWYuDjB7ku7GD2D0GQItaHiD/lRAgoDY8D2+jaf+/PP0dSauENuuq4umls7qxc/9pMfo1QqnW0tA8TjcdLp9H0LT+7Xpu6tojICocB9Z6GP+eFgPEQaM+ZHELvdzsc/9vGzX14L2QJ+v5+Z1AxXHrnypuoEX8DHl77wJfKt/NlDZO0v1nClXSw+uMjFixff8HWX3n0JZ8fJr/7yr5597Pf+4PdIKak3DJDgrVUK6+vr7Bf3SS4mSekpHv+px2m1WlRrVdSmSr/e59YXb1HOlFl4ZIHYdIzUYgoloKD1NE7WT9A6Gv6g/y03Rubn57n1P9yioBcITARwBpy0ei12N3dp59v4I34UFISBQKvWYmgO6Tf6mE4Tu8uOElWs0MW6CiPoVKzNErWuUjutUc/Ucdgc2H12YosxAqkA7WKbWq6G2lQp7hUZDoZIkmQNcUzra1MLKfJ7eXq9Hja3DV/AR7dpeenbPXZSF1LUT+uEp8MoEYXj28c0C02K94r0Wj2UkEL1uEpgJYDD7aBZauIUnXS3u/SknmUF02rTpMkgOyAyH6GWrVE5qmD0DXqdHicbJ7gDbqIzUbxRLwNjQHQ2SiAVIDgZxOVxYXfaUSIKJ+sneKNeRLtIs9A8s8Zbef8K3WqXo9eOUCIKgiBweOOQ+kkdb8xLcDKITbRZYdYeJ56AB3NosvjkIk63tYk06A8YmSMKOwW0pobNZkPraJT2SrgDbkJTISLTEVyKi+BEEMkh0S63aRabDNQBoijiVKxsBcklMdSHjMwRakPF7rJjd9kZDod0611sNhsjRkysWgWc2TdJXkiid3Ui4Qg2m41uvcvOxg4+08dPfeyn3rTx8+2aiEtLSxwdHdHv9wHLwm5hYQGPx/MdfEePGTNmzPeHcXDuW/P69bm1fouXX36ZvtRn+dIyixcWaTVab2s78naWIL0/63FcO/6W1z+T+wxFo8hHP/xRVi6v8NxnniOxnGDqyhTX/+I6qk2lM+gg6zL2gJ3scZZWo0XqwRSOqIP93D5qU6XZaFK/UUfyWJu4g/4AYSAwmZzEho1Gs4GgCPTdfUb+EYImEJuN4Sq7UBWVjZMN7mTu4PP5qJfq1Fo1ZI/MwsICDODOrTvMPzJPr9TDNrSBG9rlNuGpML1uj9JBCafbidvntgQs+pDYfIzCTgFscHz7GG/Ei9pSOVk/wTRM4otx6rk68YU4sfkYnZpVf9lEG7GFGNVMlYNrB/gTfmw2G3annehsFEEU6FQ7jBhRO6lx7b9eIzwVxuF2cHTzyGqMaTpLK0tMzU/RqrUQByJP/8TT7GR3WF9fPxNl/eFf/iFTl6cQTIFmtUl+PU+n0EFJKpQOSmgtDdvARtAR5NIDl1jbWON3/q/fue/74822lmdnZwkGg9+bG3nMmDFjxvyt5PU65bd/97fperqUvljC5XARjUTptrtU61WubV2jU+0QfSSKN+ilOWiCApndDIlzCTpqB7vbjjfqpVVqcXDtgIkHJjB6Br6wDzNvUj2tnuUxDwNDnCEndtFOwBvApbhYvLSIx+bh4hMX8cQ8SD6Jl//kZW5++Sbzj87Tqrao5CsIokBsMYZW0dj42gbxyTjx2ThOu5NnC8/iCXlYenwJh8NBMVfEF/ex+O5FsnezlhjVKdGpdrDZbFZ/otSkVWphaAZGz2DnhR1raLM6QbvSRm2ouIIumvkmw8EQp+IkdT7FpcQles2edV1mo4yGI2LzMdSKysTKBMaUwcn6CXfqd4jORWnX2hzdOqLX6BELxbhy+Qp6V+fpn30aRvD5T3+eVrPFjVdvMHKPSJxPEO6Fz2x6T1unRGetLGpPwEOr2CI9lcZhd/DCF1/g1s1baJLGI594BF3XqWVqiG6Rh55+iNeefw3vV7yEw+Gz//d0Ok0ikXhH98r92tR9u6gM+M7t/sf8zWU8RBoz5keIt2v+/N4f/B6tRutNv3Z3Z5em1nzDQyQcDxOeD1OoFwhnw2/IcXkz1cHbqRSymSw3b958w/kdHR4RW4nxytVXiM/H6TQ7HO4cYndb1m++uI8L77/A1le3SCwnSM4kYQAOwUG9Vqd2WsMm2EgkE6y9tkYlU3nTjZHPfOYzjPwjfvzDP86AAbVSjUKuQGw6hqEZrL5rlY/83Ee4e+cuQ2nIK595heOtYxJLCQzDwOgbeAIeXIoLraUxMkdoDY3KUQXRJiIiEkqHCM2FcHqdaC0NX9xHYjlB8aDISBhhc9ioZqrYsJocsyuzYELhsIDD56DTtPx2RZfIzOUZykdlWuUWQ2OIIAi0yi3cATdG30CyS4iSiC/mo5apkdvOkbmdIRwJs7S8hEtxYQ5Ncoc5tre2SZxLoNZUXvnUK/jjfuLzcZSQ1fzAhFalxfU/uU7yXBIBgdRKCl/ch9pUEQQBh2xtSzndTmSfTPW4ij/uJzoXpbhfZObyDMvvXebg+gGNfAPTMC3rv6jCQ594iHalzeH1Q0zDRPbLROeiNAoNapkaNslGv9unnqszMAYc3zxGkiWis1Hqp3WGwyFOt5PoXJRQOsRwOLQGcSMQbALNYpNeu8e5p85Z2U6DIaFoiG61y52/vIOhGdbwqNZloA+QHBLDwZDKUYX8Vh5d1a1NKJtIwB9g+sI0fa2Pd8VLZi1Ds9n8lgaqYRjcvHmTP/jDP6DQKpCcTzI3P4dm1/jsi5/l1q1brK6uIopWxtbi4qJlBzlmzJgxf0MZB+e+Nd94fVRDxQyaLD+0DENo99pcevQS7aX2W25ev50lyAvPvcBDH3zoW14/ODhg6tIUAwbcvXWXbDaLL+HDITjwJ/2YpknqfIrtL29TL9YZ6kO0lkZiMYFkl4hORykdlnAFXXjcHraublE6KuEP+Vm9vEp0Kkqn3KFcKONwOJAVGZfpIlfPMRqMONk6QXEp9Iwek3OTFPNFfJM+3v/Q+9E6GusvrDPqjZi7OIdu6tRrdYLLQdKraU7WT8jv5PEELeXw6/Y1/rifer5OcDKI0+OkW+9i9A1ONk7QmhqNbIP0hTSiU8RmsxFfiuNwOUifS1M6KNGpdfBFfVQzVbq1LoJNIL+Zx2a3asd+p4+syMRmY0w8MIFoF8+yLO0OO81C09rivqiweW2TSqZCOp7m8uOXWXtt7Uz49PGPfZyNzQ0yhxlsqg2P4uHS6iUckgN/wk+9VkeOy3zgAx9gb3uP19ZfI6Em7vv+GG8tjxkzZsyY7wav1ylbJ1sc149JTacQwyKtZoudqzuIbhF/1I8v4QMRap0a9U6dc1fOYdgMDnYOOLp1hD/hR/ZbWzpaS2M0GlHP1jl+7Zjp1DStbItWqYXe03FOOfFN+qAPsVCMilnBG/QiO2Rahy1uvXSL1155DX2g06l3cHqd2Fw2oukoA31ALVuj1+nhdDuRRhIXHr1AOVfGLJr0u30SDyTQVI1mo4nW1dAzOnanHdkrUz2qEkwFUcIK7Uqb7HaW4xvHBJNBJi5OEJ2LggnVk6qV1xTy0Kl1OL59zPKTy5x7+hz7V/fxRX0oQYXQRIjcdo5uvWtlTs/HOaoecXzrGE/EgzfmJbuR5fj2MUbfIBgM8tEf/yi/9I9+iZ7W47d//bd59k+eJTYdIzIVYaSPMBwG0fkopmni9rvxRrz4k35O75xSz9Yp7ZfIb+fpVrsEg0F2bu1Qb9XRRzrJpSS+iA/DMFBkhUK9QCgYwhv0cm/vHk+EnwC+863l+7Wp+3ZRGd+p3f+Yv9mMh0hjxvyIcD/Nn7d6AOzc2WHpgaU3fNyjeND7OkpYIZvPvmGI9Gaqg7dSKVRLVQ4PD9HQCE2EwA4392/y2tXXSJ4kaXabJIIJctkcnrAHJaLQ6/SondSsIYbTwfZXtlEvqgTCAQbNAa1Mi3gwTr6SxzPw4Ow4+ci7P/KmiukXrr5grVQ/fOHsY6+98hrNThNPwIOmathEG9FYlDt37lA6LZE8lyS+GMfoGTQLTbrVLi6vC4fLQbfeRZRE9K6OElTQ2hqepAfZK1M6LeFSXJZFymCAL2752RuagXPaiWSXGA1HIMLuzV08YQ+yTya1kmI4GFLaL+H0OvFGvdROayCAvqETSAUYGAMcLgdTl6YYDodkbmcYDofQg8npSeaX53EqTgDEgIjL62K4bg1QHC4Hol0kvhDHITsYDob4435mH5tFa2oIgkC/06dZbDLz8AwuxVLp1I5rGD2D4zvHtKtt5IBsbfOINjxBy1/42h9fIzYfwyZYA7JCpoDD42Dy4iTFvSIur4v0hTSHNw4xNIPRaERiMUH5oIxgE3B6nPTaPVrFFmpDhQa4vW6cHidDY4hTdpK+kCaQCFg+x8MR7rCbSqZCPWs1o07WTygflDm6dYQgCIh2kdBE6OzYoXSIQCKAIAm0Si1K+yXuPncXo2cwsTqBx+8hPB9m+9VtRFMknorj8Xo43D38lobPp5/5NM9ffZ7aqMZjn3gMm91Gq9Yiao8yNT/F8dYxoWyIpaUlFhcXcTgc38F39ZgxY8Z8/xgH534r3yjOWV9fp9Au8MFPfJCjnSPmLs1x/sp5tI7G4dbhmdjmrfzh305sU2/WCYQC3/Jap90hNhXj9OiUbq9rqXpdEp1Wh9FoRG4jx3Z8m06rgz/pJ5gIkrmToZ6vYxomE+cnEJ2WqMEb8lpijkiUSDCCOTAxhyam3aTn7HHv6j1iczGO7xyjtlSik1FiczGrJjutIZwIzFycseqVTAm1o6JqKo1Cg1ajRbffxRP00Kl3GJkjph+cpnZSo1Fo0K60kSSJZr5J+nwara2x+9IugWQAQRAoH5QtW96oj9hCjNBUyLKnifvAtDZ0InMRGvkGey/tkd/Oc/jaIQAjRtjsNpxuJ+1Km+h0lPhSnH6nj8PtwCE7WHh8gb1X9uirfcoHZSRJojRbIpVKMZmeRHAKfOr3P8XRvSP6tT5G30B2yozMEeVcmaExRPbInJ6c4gq4mFqcIqpFGTaH/PH/748pFAoEU0F27+3y5MeefNv7wzAMdnZ2xlvLY8aMGTPmO+LN6pSL77qIElEIhAOce/AchzuHFAoFJlcmLWHrng1ZsazYipkiazfWcAfczD06x8G1Axq5Bo1cA13VmXlohtBEiFauRbfb5eD4AF3TMTFp6A2SviTegBdRFDk4OqBVbjHlnaJer3O0eUSulENUROhA+nyavtrn6PYRF3/sIrGZGEpQobBfoFfvobZUywLuzgGl0xIjaYTsk9FUjW6ti9pSGegDS1xbapHfySM5rWxEtaEyMAaEJkKc/+B5WsUWoiTij1l50i//55fJbeUoH5QBKO4XefyXHkeJKNhdVp5St9YlOhO1ahWHBAJEF6MwtAZRJxsn6F0dQRSIBCL83K/+HB/4yQ8AcPUrV9lc20RQBJ48/yTOkJPdl3eJLkVJLCfIb+dxyA68USsDyRVwkd3IImD1X2SnzI3P38DutrP8nmWG3SHusJtyuYyhGiwvLNNtdDnaOUKxK7S01ltuLd+Ps8D92tR9u6iMbyfeHvPDzXiINGbMjwj30/x5qweAXbcje2Se/ZNn6Xa6eBQPIiLFoyJOt5OjrSNqpzW6nS42bLTLbX7lZ37lDefwVkOqjVc3cHgcPPT0Q2SyGVr1FjMPzWC4DHbXdilmigg+gQsfuIDgECw1ilOi3+mzu7NLv9/H3rRz4y9ukJhKMLc8h+JTUAcqDy4+yP/4//4f31IhXW/WWYmtUKvVaDQbGLpBq9Wi3W4TiAXI3M6wfnOdbrvLna/eQetozM/MW8Mgv0wj1+Bk/YRgOojklKgcVyjuFqkcVYhMRUCAntajUW6gtTSUsILT46RVsZQ6alMFQJREonNR7A47e7f3ON44Zv6xeUKTIZLLSURJhBFW48InUzmuIIwEmnqT1EqKvtZH9sqMGNGtdelUOwRTQSpHFZaWrA2k0FSIrt6lUC3g8rkIpoNUDiv4Yj4mVicIJAOYpomu6gz0AamlFJVMhdxWjtBUiOJukezdLObA5ODaAQ6Pg+hcFMWm0C63KR+USSwlsDvtjMwR5546R247x8YXNtA1HSWkkFhOMH15GkZW0eVSXBgOA4fLgdpU2Xlxh/CktYI9ao1o5BscXj+kW+0C1oaRzW5j7pE5DM2gfFimdlojsZjApbionlTZeXGHdqWN0TMoHZTwRX1WiLZdxCbaCE2GCE2EKOwWCE2GOP/+89hEG2pDRe/quP1uTtZO6LV69Jo9bNgoZUpMr0wTSljexPeu30PVVG6t3zrLN3jmL5/h7tFdBFlg6oEpppamLOu9uMbB5gGTyiRKSCFfyvOxj30MSRo/iseMGfM3n3Fw7hv5ZnFO39knEA1wUjlhd3eXhz/8MACyIqOEvi62eSt/+LezBAn6g2evD4wBe1t77O/ukz/OU26XCU4ECUwGcAfciA5rQ6dZbNJX+5zcPeHSRy8h2AQScwnsDjs7r+xgmiZaS0OwWeKKzE6G8nGZ5QvLKG4FtalSr9fZ39/H7XfTLDY53ThlMBiw/N5lFq4s4Al4KB2V6HV7dLtdXvvca3iCHiZXJpG9MuG5MKbNpFvo0ig2mHxoEofTweFrh/gSPmSvdY3cfjeNfIPgdJDD1w7xx/wMjAEHrx1QP6mjqzpyQCYyZ2Uu2h12glNBAqkApYMSDo8DySURmgrx2p+9RuWwcnb9XB4XyZUkDtnBwbUDonNRAskA1aMqgVSATrVDI9dgaAypn9ZxeBxcePwCUxen0JoarVGLk7sn9Po9XGkXjqCDL9/9Mp16h1jYypM8rhzjFbwQAEfUwdWvXqV6VLVyO8PWBlG/3+ful++ytr5GYiFBOBL+tveHJEm43W76/f54a3nMmDFjxrwjvl2dclQ+wuVz0cg1aFVb1Gt1nIqTvdt7DIYDsveySHaJTqeDy+uiW+8Sng7TKFnPyMsfv4wn5OEr//tXqBxVSJ5LEolGcHQd1HN1mpUmZshElEVKByViczEC6QDYoNVscbh2yPGNY5SwQuRCBNEhokQUEgsJzJHJ/tV9Np7b4MrHruD2ufGGvZT2S3TzXW49d4vDzUP8af9ZTeKNe6lkKlY+tezA7rIzYmTZ8q+dkFhOkDqfIreZI5C2co+cHicDfYDaUqln69RzdapH1bNrJzpEurXuWR/FITuQHBJLTyyx/sV1MncyjBgRm4mhdlT6Wp/J1UkcbgdbX9rCsBv8yR/9CZ/5k88w6A+Q/BJyQkaJK1QqFWqNGrnTHHPJOfrdPkpEsYSxihO7y041U7UGXXaRRq7B5Owk/oQfURYJTYXI7+ZpVpsEUgGGfcuVxqN4qBfqaF0N2S2zuLj4plvL9+sscL82dd8uKuPbibfH/HAz7lyNGfMjwv02f97sAfCBRz9Adi/LxvYG5x89T2o2RbvepnBYoJFtcPvl28hBmYuPXUQMiJRPy4z6I44yR1y5cuXswfFWQyppILH8xDLdXpdCvcDsyiyyIuNwOqiWqxxvHlMv1mlWmyhhhaE+pHJcscKV9SGxhRjhdJi9l/boVXtoTQ21rqLVNX78J378Df/mN1NeDHtDdrd2sYVsuDwuZLeMN+Ill81RypYYmAOG9iGZTIZ6sY4gCHSrXQLJALJXZuk9S+R38pT2S1YRclxFbagk55OIDtHa5EEgvhDHHXRbmTzGkMhkhMp+hZE5YurSFN6IF62pYYiWTy8CtMotJJfE7b+8DSPL51+wWV7+3WqX8EwY2SZT2Csw1Ickl5MUdgoU9grIPplgMkin1kH36giygBgVsfVteEYeBv0BiaUE9ZM6alNFckgM9IGVE2COGA6GmJgEUgHUlkpiMUEj22D7K9s08g0YQXI5iWATMIcmoYkQfbVPp9qxNqxsAqd3T1Eblu2dL+rjwZ94kPRqmnapbVnvOSQYQSPXwByaTD8wTbPY5OjGEQ63g6Ex5GTNsq8BcMgOVj+6ehY0OegPUCIKmbUMvXYPl+Ji7+oe7oCb2UdnUZsqLsVlrYobJoIgoDZV0hfStAot7E478YU4noCHgTFAtIuMRiP8cT/SRQnb0MbenT18ER+rT68yszADgNbVUDsqOSPH7Vu3Wb+zzvrxOo12g8mLk/QaPdShSvY0S3oijazIeMNe2po1mGxmmuMB0pgxY35oGAfnWrxeQ7wuGLj89GUi6QjObScTFyaIJCOsvbxGLpNjasna0HZ73DQbTeCt/eHfzhLkqcef4jhzTGW2wtrNNTK5DMbIYCgOKWwXCE4Hkf0yTsWJ2+9GbamYQ5PwTBi1odLr9jCHJp2aZY/rcDqonlTZ1DexO+y0620a+QaBRID0o2kcAwf5nTy3XrnFyDZCDsp4415KhyWSK0m8YS+egAdPwIMSVKhlawyMAb6oj9lHZ3H73OiqTmgyRHw+zrU/usZwOEQYCUw+OEn1qEqz1Dwb3njCHiuQu65ht9s53TxF13QGPctqtq/1qWfrNHIN7C77mZVwMBXk9O4puy/t4vK6uPXpW9RP64AlOnn4px9GdFjbx6/nKyphBafbaW0oCTaUkEK/3Se1kgIBRoMRsUAMu9vOcfYY38CHIAmsvmuVesHKuczn8qTPp7nxhRtoXY3LP3YZl9fF3sYeolOk1+vR1JpMRCbQ+zp2xU7yQtIS+XQ7bGxssLCwgOyWz+ykv/H+EASBmZkZJEkikUiMt5bHjBkzZsx9s76+zmZmk8hkhHwuz+7OLvOPzSPJEqJHpHJS4TP/52dwhBzIPplWtYXW0hgYAwD2XtnDG7GGEJVMhcNXD1EbKrLfsoqLTEeIzkWxiTY6tQ7ySEaOyNgFO0sXl1AFlZONE07XThEFkVq+Rq/Zo9vsoms6clBGbas43X/lkuIQEe0iiaUEmTsZ8jt5Fq4sIDtlGqcNBt0BL/3pS3jSHpxeJ/6kn3bZssS3iTZSKylkv0y31uX07inx+TiRuQj+uJ/wZBhDM0ifT2P0DcyhSX47z86LO1SPqjRyjbPrNv/4PFd+6goInIlzD65b2YrdahdBFFAbKq1Si1qmhiAK6KqOP+Fn75U9RLtIeCHM9Oo0zXKT0mEJva8zHAw5d+Ec7qCbRrGB3tNpFBr4Yj5ESUStW8cc6kMqmQrNQhO7y04wHmRifoJzj56jXq0jDAXSC2ky2xlmlmeIxCM0W00kU2IkjejUOnzg8Q98W9vb+3UWeCc2dXa7nStXrvxIicl+VBl3r8aM+RHhfps/b/YAuHnzJg6fg+nJaWbPW8MdgImFCZ75nWcwRyYPPvIgkWgEWZZ57PJjeFwebnz5xhvsbd5KpfBV4auEIiGy+SxKSEFWZMyhidE3KOfLtGotTJvJxpc2SC4l6at9tKZlMedP+nG6nTSLTZxeJ81yk42bGywsLzAxM0GmnuHTz3yaj3/s4wBvqrzo0WP3lV2WH1smFA0Blnp49+Yux7ePufDuC+ze3KWYK+IJeiw//W4fc2AiOSS8US+yV8Zms5HbzoEA8bk4Uw9OITklknNJqvkqTsWJaBMxbZY9TCPXoJFvMPPgDNGZKIJNwBvxWuqfSIdWuUX5oEx0Loo34sXlcaH3dYr3rG0gtaEycXECX9RHI98gcydDab+EHJAtqza3k16nh91lp9fq0fa2iQViuDQXtWyN4WCIZJdIr6Yp75ep5+tn6hd/wo8SVojNxyjuFfHH/UxdmkIQBeq/X6ewU2D1I6vY7Db0jo7W1jD6BqsfXqWWqbH/6j5KUAEBvGEvjEBySpxuniIHZDwhD4JkWdUZfYN2sU0wHcRms+GP+zkVTvEEPWx8YYNeuweAy+vi4Z95GLvLTuFegZP1E9qlNgN9gN1lZ2gM6dQ7+ON+0hfS9Bo9bJKN+cfmMfoGSkihkbeaVUpEoZ6tY7PbcPvdDIzBmRJbcknIfhm1qjIajBgZIwRRoN1os7+xT61Yo9vq4vV4cQVcfOGZLxBaCHH5xy9zcveEyGyE061TGs0GjU4DT8NDKBQ6ayS6nC4CgcD35Ht9zJgxY74XjINz36jezDQyTF2ewhV1cXfvLo16A2/Ny+TiJFPLUxxvH3P+ynl8IR9qV0WW5bf1h39dbPPK51+hb/ZpNptUShUq2Qphb5hCosC9e/f48z/9c0SXSCQVYSSPSK2mrG2kwzKCKOCL+6id1KgcV3ApLtLn0+xf3adb69Jv93E5XTg9Tq58+Aq5jRwbX9mgr/Zp19skF5PY7XaO7hwx89AMQ+8QJazgi/nIbmdxeV0EU0EmL06iazpX//Qqo9GI6nEVQRSITljWLIFkAL2nIzpF2tU2w8GQerGOy+uiUWgwGoxILCeIL8YRbALdmpVTOLE6gSiK1E6tgRQjcLgcGH2DoTFk5qEZvCEvwYkgRzetLIJmsUlkJsLh9UOu/9frlggHa7v7yk9fwel20iq2GPaHGJqBKIr0u31GoxF2px21aTVuJKeEMBIYjUbEJ+KcWzjHza/cBI+VDRqZi7B9axvZIeNyuhgwoKE1cMfdCC2B6FyU3GGOZrnJ+lfXMfoGgXSAZqOJO+hG62pUTitMPTDF3mt7tOotmmqTZq9JSA7RqDYoH5f56JMfPbsnbDbbG+yix4wZM2bMmPvh1votcsUclb7ljBKdiaL2rK2ZbrtLcDYIRauGKx9alqzn3nsOp+Ikt5XD1E1yWznUhkps3rKtdQctcUhxr0hwIog/7sfoG7TyLfpS38p8DiZoVBskLyYJT4c5WTth40sb1PI1ZJ+MaZo4/U5cXhcuxWVlK3udOGQH5tC0XFoaKvndPA7JQe24ht7UEUyBQrFAwmVZ3rfLbXRNp9/ps/jkIg63A72rMzItmzt/wo8gCDhlJw63A5too3RQwugZZDezOD1OiveKdCqds2t24ccucPHDF6md1gimgpgDk9RKipM7J5T2S/Q7fSS7RGw+xoUPXuDwxiG7r+wiSRLmyBLUTj80jUN2ILpE4otxYosxjm8fc7JxQrPcJH0xTXAySLfRpXJUQXpEQld1zIGVGf16VrQ/7kf2yKw+uUqv3aNHj2AsSK1U4/x7zqM1NLa+tkVyNolpmPRrfXymjycvP8nDDz/8be+L+846GtvUjXkTxkOkMWP+hnA/vqR/He63+fNm55E5yrB4aRG7187h1qFlOeJxo3ZV6o06k4uT/Mzf/RlEUXzDcd/M3ubbqRTWt9Zp1BpofQ1/yI85NNnd3OXg6AC7187E+QkCEwHKh2V2XtjBHJq4A27SD1gbHvuv7uN0O5l9aNZSltzLU6vXmJ2Z5fJ7LrP28hrr6+sAb6q8KNQKnP5/TnnuPz3HwiMLBONB6sU6x3eOMVWTo1tHOANOZh+dRWtpZ/77+e087VIbX8KHoRqcrJ3QyDfw+D0YukFhp8DcI3Ocf+I8r33xNQ5vHJ5lIalNldpJDYfLwcxDM8QXLW/+erZO+ahMt9pFiSl0612yG1kSywmcHiftcptqpmpZ1dht6F2dml6jmW/iCXoQJZGZyzO4+i7qah1/2o/kkNh7ZQ93yE2r1LLWvIcjREmkelRFsAmWcqfaxb5iR7JLmKaJP24VX81882zrxybYLD/gapt+t0/loIJNsuH0OHG6nQSSAUaDEYXdAk/9w6dw+90Udgvc/sxtojNR6tk6uy/vEl+II/tlBv0B+9f2EWyWMjmYClI7raH3dG5/5jaDvqWGcgfcLL5nkdK+lSnlUlz4oj5ciot+u09yJUmv06O4WyR9Ic3slVnufPYOSlDBG/WS38kTm43RKrcwhya9Vg/JKWHWTXqdHqLdsgo0B9a2kt1lp11t4zJdzD8wz2g0orhfxOlx4o/6iaQjFA+L3HrxFh06XL5ymbkH5ug1e8gumYUrC+Ru5+gEOtSddUKhEGpXZWgMqRTHIZNjxoz54eJHNTjXMAxu3rzJ5774Oa5dv0aXLo9+8FEEh0B6Ls3U/BRaXCN3mON485ipxSnmH5infFTm9vO38Ua9NGtNYr4Y146uveUv3na7nY9+5KMc/NYBOwc7yCEZwzRwxVyUO2XUtkryoSSj/Ih6uc725jbtchuX10W/00draZQPy9SzddwBN8FUEG/My97VvbNgamEo0Kl1rK3hQofju8dUTivMLc2RnE+SOJfAFEzyu3nKmbJl1zIXY2SOsDvsLD++zNaLW+S38vQ7fTqNDlpTQ9d0AokA7XKbqQenrK3x4ZBep4eu6Ry+fIjklEidT9Eqtth+YZv4fBx32E272Ka4V6SZb3Lu6XMklhJsfHGDk7UTAokAI0aEJkKEZ8LUjmskzyWJLcTwxX0c3jgkv53nZO2EkzsnZzWD5JBYfM8ibr8b2Svjj/vJ7eQwNIPhwNpw9if9iJLIcDA825jK7mdR/AoLiwu878PvI1vMcnftLic7J8QX46RmUjicDm6+cBPBLhCSQpiY9NQeuqmTPcxSzpVJnU/hCVmZls1yk3alTXI5aYl3fBIOl4PdV3cREdFqGhfmLvDq/qskvAkWFxe/n7f4mDFjxoz5W8jGxgbZcpaEO8Hx7jGNaoPi3SKTj1jZR8VskdhcjPBimP1X94nORInORhnqQ9x+N+WDMjbJhjvgZmgMkRwSnUqHr/1/v4bP7UORFapU0Ts6pmGSWEzgD/nJ7GSolCvEhjEC0QByUKbf6+OL+TBNE8EUUIIKnZrlXOKNebE77GADT8hDu9SGERzfPKZ6UEXrWI4ukkMiNhtj8tIkkSnLBu90/RR3yI3dZceluLDLdgRBoHpSRfbL9No9nIoT2SejNlX6nT5KVCGQDHB04+hsgGQTbVz++GUkl4ToEBEEge2vbuNwW1tavU7vzKY/uZJk+6vbvPyplxmNrPpk9pFZ6tk6SkghPh9HckkU7hVw6A4iMxHL+SVXp7BXYPLipDVsW0xQPiyz+aVNywknKNNr9Vj/3DqeoIeV96zQyXeIzcUo7Bfo9/uEZ8OoLZVbz93C7rbjMT3c/cpdWsUWT1x+gl/8pV/k8uXLb9k/fCfi8rFN3ZhvZjxE+hvC3bt3+d3f/V2ee+45Tk5OME2TyclJPvShD/GP/tE/4vz58z/oUxzzPeR+fUn/OtxP8+fbnceNrRtcjl7mQ49/iHAhTDafpdloIssy0XCU1ETqWwZI8PWH0DcOpmr1Gp1mB3Nk4vV7CYfCrK6ssrK4wnOvPgcBKBQKHGWOKJfL6COdQX/A9IPTCHbBCh7cytOpdpi+PI3oEDm5c4JdtnPxoxdRwgpqQ8Um2nA73Ozs7mB7xsa51XOsb1lDpDdTXrg8Lt770+8lezvL6bVTbtduY8PGyBzx9M8+zdoLa8QmYugdHcklodZUlt+3TCPfoLRborBbQHJKlA5K1hbMuTSRVIR+t09P7bH50iaLjyyS28tROiyRv5ensF8gOBHEYXdQPi6DDUbDEcPREJfXRavUwul1MhqOsNmsrJ5O1Wr8iHaRXquHWlfZ/uo2hm4gIBBIBBDtIto9DWfESdgTpllt0q61EUSB7GaWgT5ACSvUTmtoHQ3ZJyOKImbIRGtqHFw7sFaq25a9Xb/TxyE7CE+H0doarVIL0SHSKXeoK3VS51ME0gHMgYnRMyyrv3r3bHNKsAkEk0Fri6qnM3VpipONE0p7JeyyHZfXhdbSGA1GdOtd6id1Np/fpHxQZjQaAeAJenj8lx5HckrW9pBowybamH5wmuxmlvT5NN6Il16nR7PQRPbJODyWJzKAoRnYnXa69S5KSKGaqVLat/6v6qd1SvslQhMhbKKNgTHA7rTTKrYY9Ad0eh0km4Q0kHDOO5m/OI/L6eKFP36BeqWOzWEjmA7ijripVCs4FSeVTIVzq+fo+XsUdgr0G33Mtsnu2u6ZQuj7qd75Xg+px4wZ87efHzVF4uvDo//0X/4Td7bu4E64Mb0m6eU0PbnHaeEU546TiYUJZEVm/tI82y9tc/v52wylIcnJJPaBnXtfu4df9jPx6ASXHr70lj93DcPgz/7sz7hzcIf5y/NoHY3BaMBkYpKD/QP8k34Ep0AymsRVcBGYDHC6doogCUQXonQqHWwOG5IuYXfa0Xs6w/6QdrENQLfeRTIkUtEUmZ0MnV6HgT7g8fc+zvyFebqdLi1aJBeTxOIxtl7aop6r41x0sndjD1/Ch6maNLNNyrkySlAhmA6SPp8+q0sKu9aW8PTlaRxuK0Og1+pRP63j9rsJT4XxJ/xUDisc1g+xSTYGgwGdcge724436qW0V6JVbLH45CLJxSTVTJWpB6ewiTZe+L9eoN/qE0gEMKMm5sBEtIm88l9eORsgyX6Zd/29dxGeCp81fxq5BsXdIg7ZwaA/oH5ap1PtkFhK4Iv6aJVaHN88xu6043A5kESJF156AW2o4Qq6mF2ZZWZ5hpmVGQ43D7E5bCgxBXfEjXFoUCvVePnPXqan9ogvxJlYnWCoD5EDMqmVFIevHaLWVTx+D61KC5ffRWW3wuErh5gdk6fnnyY2HSOdTnN0dMTKysrY8nbMmDFjxnxHGIbB5tYmZtTEN+GjZ/Sw63YGhQF7r+wRW4zRLrcZDodnAyJBFKid1lBClpNI8aCI3tFxB9zEFmIgWBax6XTaysseyagdFVEULcv+kBt9pNMsNamd1ji8c4j72G05qxyXmVidwO60E5mOcLp5Si1TY+ahGQLJAIP+wBKD3itSz9URnSLugJtQOgSSVb/oPZ3YXAxRFBkxwu6y4/Q6CaVDhCfDJM9ZFvsjc0RuK3cmfm1X25SPykgOidTDKQ6vH7J/bZ9W0bKRFe0iH/pnH2LlvSvcfOYmOy/sEJ6y+h6FewXMoUlf7eMJegikA+x8ZccSGLut7anYQozJ1Ul67R6RmYi1WaU48cV8NHNNTNPEE/bgj/vpNrrsvrxLZNrqE4l2kcK9AkpIQWkpnG6eItgElt69xKWnLrH78i6qqhKfi3N675RQMoQ37UWQBLrZLgN1QMQdITGX4D3ves/bDpDgnTkLjG3qxnwz48r0B4xpmvy7f/fv+Lf/9t8yHA7f8Nrm5iabm5t88pOf5H/+n/9n/sW/+Bc/oLMc873mfn1J/zrcT/Pn253Hwb0DMtkMhUKBqampN9hq3P7qbYb68E3e0XoIeT3es8FUaCJEq9sio2dQWyopWwo5JfO5lz7HfHyemcgMf/L5P6Hn7uEOuLE5bGQPskhOKyS5WWqid3XcQTf5nTzNUhOnx8lwMCQ8FWY4HNLX+hh9g5FthCmaRGYjvPD8C5wcn6DYFGLRGA9+6EEymQzZfBZN05BlGbWr4nQ5GYkjlh9eZoEFOq0OWze3uLd5j4EwYPHBRXR0dEOn1+6x9/Ie/rif+GKc0n6J0kEJT9CDN+pl7sociXiCcraMI+SgtF/CoTjwxixbt5E54vjOMeHJMLJfplVo4Ql5ADCHJkpYQXSIFHeLuHwuFp9aRFZk1LoKIhR2CnRrXRyyg2DaUhrrqk6/1SfhT9ApdOjQQepItPQW7pibx37+Mda/sM7eK3vIPpl+p08gFSCYCtJr93C4rSLodO2U0kGJZrFJ/bTO3CNzRGeiNPNNyodlOtUOsl8mNBlC71kBliNzZK13OyXKR2VKByXSF9IMh0Psov0sh6Fb6TJxYYKJCxOEJkJ06120lobstTKddr66gxJWsLvtIAAj8Ea9PPUPnkL2yZzcOSEyHaFZaOJP+rHLdstOMOLFJtmwu+y4/W60lobW1LA77YxGIxq5Bt6Yl3quTvp8muh0lOO1YxqFBubAJHMnQz1bJ5gOIvtktJZGq9AiPBEGw7reTsNJNBKlvF/ma3/6NUaOEQ+8/wGObh8hSAKaqmGX7ShxhVF9RGGjgNPtRK2rnO6ccnL3hOnYNL/4C2+vEPpu8v0YUo8ZM+ZvPz8qikTDMLh27Rr/2yf/N+6d3GMgDojNWbXD1stbxGfizJ2fo1vvcrB1wPyFeabnpvH6vcxfmCfgDPDlZ7/MbGqWxZVFfvp9P31f1+f1n9V/8aW/IHo+iifl4cZnbiB6LbFMaDaEJ+Gx7F1Hf5Ud4BCZf2Ke0/VTnLKTgXdAIB7AqThhBOX9MoevHiKKInOX5uiVeySTSWRTRvEpXHj0Ap3jDtHJKKnZFI16g92TXVLhFDOPz5AMJLn1xVsYRcMSh4S87F7bpXhYJDAZIHUuxcr7ViwLGVVH7+koEYX9V/e59cwtEksJRJtIYa+A5JCIzkfptXssPrlIMBWkelKlU+lg9A20psbEgxPUT+tkN7N4gh7mrszRqXcYGANO7pwwMkeYQ2s7PHnOsslxyA5skg1BEABw+938wr//BbxRL1pLo5Fv0Cq2KB2WcHgcVlMn36RT6TA0hpgDk/pJnV6zhyAKROYiGKpBU2sSkSKoPZVKvsLswqyV4emSyJ/mCaQCeBNeMMHQDaLzUXZf2SV9IY0SVqycRX1Ap9bBPesmNBminq0TSoSoHFY4vXuK3+fnXe96F2klzcNXvm49EwgE3lScNWbMmDFjxrwV35jbWNNrrKys4Aq56LV7pC+m8U36uPfiPcoHZcs9JexhcnWS6cvTaE3NspLVB/TbffxRP45Zh5V/GPSg1lQuPXoJoSegNTSMnkFyNUlLa9GoNbApVrZ0v9cnlA5R2CtQPiwDlrgjOh2lWW5SPipjDk1G5ojTdWtoYqgG5YMylZMK/XYfm2QjNBnC5rShRBQEUSA2F7Psb+tda+snrCBKIg63A62lMRwMERBoV9qMzBHFvSLugJvaSY12uc3cI3PEl+Lc+9q9s5rBITs4/8HzxBfiONwOlt+zzNaXt6hkKuQ383hCHqKzUZIrSa7/8XX+9P/1p4QnrNpjYnWCRr6BElawiTZLfNu1+itG38AdcFuClUqHVqlFu9rGF/cRnY2S3cxS2i/R6/QYGkN8UR+Z9QxGzyA8FSY+FScYCjJ/cZ699T1CqyHcipu1r64RDAWZSc1gukwUu8LExQkefOJBbr146776hj+qzgJjvjuMh0g/YP7lv/yX/Pt//+/P/v6+972PK1euoKoqX/ziF9nf38cwDH7t134Nt9vNP/7H//gHeLZjvlfcry/pO+X1IuLO+h22dreo1+r01B6uLRehUIhzi+fe0PxZ31onmApSyBZ46Ssv0e108SgeFEXh6PSInZ2dNwyQGtUGLpsLm2qjUX3zh9B0aPpsMNXqtij3yzz92NMYumHZvPi9LJ5f5Npz10j70sTCMUr1EtsvbBOdj2J32IkvxXEH3JbF2sjEODDoq31O1ixrEdFuhSW7A25G5ohGoYHRM+g1e7g8LpxhJ3JaJugJUsgU+OP//Mc8+IEH8cf8+EN+1K6KOlBZe3UNvaWTsqfo9/skVhI4Qg52bu3QrDe5/vx1ojNRdFXHLlvNoFaxRT1Xp11pIzmtFWunx/Le9zg8uBwuavkaw9GQtefXGA6HlA5LNHNNXD5rA8cm2uh3+9RP6kTmIoxGVkGVu5uzCqb5GIPeABRwKk6KB0W8YS+CTUCtqTz0Mw/hDXnRWzr1W3WEkYAwFLC77fgu+hAbIpJDQlZkzr/3PCfrJxxcP6DX6tHv9pEcEr6Yj2A6iNpQres4Gp0Nh0zTpLBboJar0a12cbgd1LN1GEG30SW7lSUyHUHXdLq1Ls1i0xryJKywy3apzen6KUpUYaANOHztENlnBX+3ypbyt5Fv4HQ7mbkyg91tRwkrnHvqHFvPb/Hozz2KP+FH13SMvoFot6xnPEEPgiBgDk3alTaRGevaRWYi5LZytFNtbHYb/Vofh9tB6aBEt9alW+vijXlxuByU9kpobQ1G0K62aeSsQtAdcJNYTOCQHLROWjzy5CPcu3qPW1+4xVAcMhSGrLx7hehclOJ+EZvdRrvcptPo4DbcxNIxRsaIo7tH7G/t85Pv/0l+4qM/8T1ptL7dltH3Y0g9ZsyYHw3+tisSVVXlf/0P/yt/9Ok/QvAL+OZ8DPQB8ZU4Nq8Nl9dFvVxnMBwwf3me6mmVq395le6jXTqdDr1Kj5Ey4ud/8uffMKB/favp2/2cNgyDP/qjP+KzL38WdaSi23Rq3RojcURoysrKcXgdOFwOhsYQd8CN3tXpVDr0u33Kh2WMvsGjP/sofbVPM9+08nhSActyN+hjYnkCxVTQ6hrXnr/G5fddZjm1zL3KPWSPjCAIpM+nqQ1r7KzvYLPZGAwHlPIlKrUKwYkg3rgX7UjDHXTji/qIL8QJTYQQRIFBf0Cr3CI8HaZ6XOXgmhVCbRNsZO5kAMtibjgcsvn8JuGJMKmVFI1sg50Xd6hlawg2gYLdUv1OX54GG2hNjU61gyiJRGejLL1nifJhmexmlurJX+U3hhQe+dlHuPXMLeYfm8cb8eJwO3C6nWeby3sv7+HyuojORIlNx6hla0gOCZfiwhvx4va7qefr1DI1ArEArWaLa1+5xtHakaVqduVw2pxc+9I1IvMR/Ek/1dMq3Ya14Zy/l0eSrXpKDsgMh0O8US99tU/1uEq/26dZbFobzoUOi+cXmZ+ex9VzkYgmzu7BVCpFMvnmNjNjxowZM2bMt+ObcxvnHpzDE/CQy+cwMQkkA/jjfiYvTpK5lbGs3/4qDxjA6XZaOTwBmVqmht1tp1PtYBNsFLYLLK4sIhoivW4Pp+yk2W9ysHNwNsTpNDqIomht87okRrYRhm4g2SXiS3G0rsbBqwcgQGIpQXQ2iiAKbH5pE4fLQXQ2SnAiyM5XrU0gb9waXkXnomx/eRuXz2Ud2ymdRRsoYYV2pY3slWnkGnTr3bOaQW2qDPQB0dmoZWXftWzvJYfEY7/4GBuf2+DJ/9uTNLIN9l7ew1ANWuUWRs/KTnQpLrxxL712j5d//2Vkn8zUxSnOv/88J2snKGGFbqOL5JAYmSP8cT/VTBVfzGf1K/QhNtFytqkcV6zsyWKbTC+D3tPxhr24A25K90oU7hVwepwEZ4OEkiH6vT6laglvxEswEuTwxiHugBv7wI6RMzipnKB4FFYfW+XSuy9hd9jvu2/4o+YsMOa7y3iI9APk05/+9NkAKRgM8ud//uc89dRTZ68Ph0P+1b/6V/zGb/wGAP/sn/0zPvzhDzM7O/sDOd8x3zvu15f0nfB6EbF1skXTaNL1dml1WxTzRYSaQESNEAlEOHfu3FmTo1qrkm1nGYgDIlMRUrMp2vU2hcMCWk3jxvM3CCvhNzxonnr4KRD4tg+hRrtxNiDb2ttCCSnIioyMtcly/ep1Fi4tkKlmeP6zz/Pen3ovv/CBX+A//E//geqwiuSUaBaaeENeS8U6GUVracxemWXv6h6l/RKBRACtqdH1dBkYAzxBD7qqI4gCgVjAUpdKAu/90HvZ29njz/7wz+irfabmvz4Qc9gdfOm/fsnajDE0YrMx1L6Ky+OyFKqdHvV8neB0EHfQTfWkit1pxxvx0iw2CU+FqRxZVmbJ+SS9Vg8kKOaL9LQeA2NAcb/IaDQimAoSiAfwJ/0M9AHNQpPIXIT0uTStcotmvnlmNaerOhMPTOBwO6wtl7BCca9IaCpEu9q2gprrGt1cF6fqZNgfMugNMG0mr73yGufc55AVmVaxRa/TQxAEatkaTsXJ7COzYILaUMluZsncyVi2L90eatOyBHR6nNY1aVjqnmAqyHAwJDQRsmz2RBuD/oCNL24gCJZXsRJRSJ1LcXr3FF3TcfvcqE0Vf9KPPCmz99Ie3WqXwr0CI0YMjeFZUKfL76JTtuxl4gtxAHxxH7JXxhyaON1OtKaG0+2k1+7h9rvxRr20y208IQ+SQyKYDFI+LJNZy2ATbag1lV6jx3BoFXJaQ+Nk/YTRaIQ36sUcmaTPp0kuJkmdS+H0ONFaGv1qH/VE5cc++GMkkgm2XtyiW+8yco6QXBKyXyYQDDB/ZZ57N+7hkl1Ub1bpe/s4XA5sIxsnpyc8cekJ/vt/+d9/T1T697Nl9L0aUo8ZM2bM3yYMw+A/fvI/8vmXPo/oE3nggw9Qz9dp1VoEEgHssh1f0kf5qEw5XyYSjbB4ZRE9r9M97bJzZ4eHVh76ls2s139Ob2Y26Zt9ms0mtc0az3zxGdKBNCvnV7h+4zo7mR3mH5tHP9S5++pdfAc+igdFTMm0nktNjWFiiGgXMfoGJiYuxcVoNMIT8qBrOntX91h4dAG7bEdrabi9bsITYSq7FVyiC82t0W13UVUVr9NLuVSm3qzTE3sIEYFascaQIbqmc3z3mO21bfY394mvxInNx8hsZeirfUKTIWSfjC/uYzgYMjJGZzWAIAj4k37alfaZ+rdZaBKdi6I2VBaeWEBradROahTuFRgaQ9rVNtOXpvEn/Rg9g3alja7q1E5qVDNVBEFg/tF5JKeE0TMwNAPJKVHcL1rZkm4HjXyDmYdmcHqdbH5509pqdtqtvMrNE7S2xtKTSwRTQfpqH72nE5wIcrp+ik2wFM+J+QS6qlPeL5O5l8EX9uEJeVh6dImhMeT2F29TOCzgCrkA63c1l8dF9bRKu9QmlAphDkxsNtuZfW5sPkan0qG4W6S8XybXy3H+ynkCwQDl3TKPXHiEdDoNwNTUFNFo9Af2PTBmzJgxY374eF1Q+Oxnn+X65nWCkSDbW9sEF4N097r4Ej7cATeCTcDldmF32lFb1vM4t5Xj6MYR/U4fc2CeCSubBUv0EJoKkVpOYSgG4UgY0zCxiTYIQ3oiTbPcJLudpZaxhCCKX8Gf9lM8sOxjvWEv1UyVvVf2kOwS0bkoLsWF0+OkkW9Q360zdXmKxXct4nQ7Ke4V8YQ9TF+ZRmtruP1uotNRcrGcZa3nd0PbcnWpZ+t4gh4K9yyHlk69gyRJ6H2doT4ksZxA7+gYPQNzaNKpdEguJ5l7fI7yfpkf++c/ZolJ3C7y9/Ic3Toiv50nOBEkmApaxyx10Ps6vpgPX9xHZDpCbN7KWLa77ARTQSpHFULpEL64j3alzc5Xd7C77Qz1IWpTxdAM1JaKElQITYY4vXsKQwimgpzePMUm2ZhcmSQQtGpNh9dBu9xGnVIZDAZMPDCB2+fm8Ooho8aIyESEiw9dZPb8LJF05Gyr6n77hj8qzgJjvjeMh0g/IEajEf/6X//rs79/6lOfesMACUAURX7913+dra0tnnnmGXRd5zd+4zf4rd/6re/36Y75HvNOfEnvl9e3DxLLCU5eOyGzm6GjdvBEPDicDkITIV7eehl+C/75/+OfY7fbaTfb5Ko5fuyXfgxfyHd2rImFCcqFMoFBAGfH+S0Pmtff780eQp/8Pz5Jcs4akGmahuJTONg4ILOfYffuLpWTClJQIjIT4fbLt9k93uXGb9yg1W6h23Smz08jukSq2SpDfYjW0Ti6ecRAHyB7ZbwRL0N9yMH1A6YuTRGeCVtrzbKDrta1hj2yHZtpI51Oc5I9YXJpkltfvYVTdtJutsnsZKgWqtRzdeSAzOTFSRJzCXqdHruv7NJqtDj39Dm0lkblqEIwFcQT8Fi+/2snmEPzLE/H6Xbi9rmhD5hg99jxJ/1k1jL02j0mL00y9eAU7XLbUuDmGoh2kfJhmWaxSXwxbqlZRiPic3FufeYWgiBgd9pp5q1g5vxOnoE+oLRfIrmUxC27MZtWqLPT7cQVcqH3dZwHTrIbWZyKk4E+oNfuYfQM+t0+84/PE0wFMXoG/oQ1zDq4fkBpvwQ2cHlddKtd1KZK7bSG0+MkeS6JaBeR/TILTyzQ7/RZ+9waal1l+T3LxBZimAOT6rGlzNXaGpnbGZSQgtPrpK/2URsqkl3C7rHj8/qIz8fpdXtUj6p0q130rs7IHKGEFfpdy5pQbaiWokcSUcIKpYMSyXNWRoLdaSc8E6bf7bP78i7eiBdREvFGvGTvZtFVHafipJ6rY3faic5FCSQD1vUsNjE0w7pmbhend08ZGJYVULfUJWAL8PClh3nkiUf45G98kpPSCXPvmrP8oAUBvafT1bpEpiPkdnLIuozNaaN8VGbQH1Aul5mLzfFv/p//5h0XY/ebYXQ/W0bfiyH1mDFjxvyw880/Zxu1BldvX8WX8OEYOohPxRn0BrTrbdSmSnQ6SnQuSrvYZvOrm8SmY+hdHZ/gw+fy8fd/+u+fbR994+bR3a27HJweEI6HcQQcxM7FmPHOcPXzV7l2cI1MJ4M35MWdcJM5ytDX+3jjXpIrSWyyjeJe0RJQtDXLJi1oDYwwwS5bKuG5x+YYmSNqmRo7L+0QnY3i8DjwRry0ci0Ep4An7SE1n6J6XMVoGezv7zO5MEl4Isz6zjodf4dQNAQi6KbOvYN7HO0eoQ90dF3n3mv3GBrDs+DqgTGg37U2fXvtHgB2p52hYeUr6JqOrunWs1q2k15JMxgMyG3m8Cf8ljVtsUlxr8jIHDH/7nliszH0ns7aZ9aondaIL8Wtz0/6cXgcdKodeu0eua0c1eMqieUEmfUMoanQWd2SPJ9EFEUKOwVGoxGyV6aZbzJxcQJBEhgMBpY62RigtTRcXhfZe1l8CR9DhgSngrRrbexuOw/99ENUshWqpSp6XyeyHKFZt2oHw23QqXbIVXMMh0MCiQDJpSS1fM06ruIit51D9soYfUvd7HK68Mpe7CM7+onOwxce5tLFS0iSxOzsLMFg8Af8XTFmzJgxY36YUFWV//hb/5E7B3foDDvYojYK/QL1Th1Xz0VsIkan2kFtWc89t89NYbeAaZhnNnWFewW2nt/C0A1ESQTB2hyevDjJ6gdXkfsydbWOJErghOawidE1sHVsJM8lGZpD3EE3gXiAtc+tce/qPRCsfkJoIoRTcVp/TofOhLGyTya+GOfqp66i1lRqJzUYYfVjfJZ41BP0WM/qjoY/6aewXcA0TUzTJDwZPts06rV7DAYDbKINXdUJpALEF+OMhiPL2m40ovS1Ev6YH62pMfXgFNVMld2XdpH9Mrqqn1nbuoOWG0l+O0+rYomIRqMRMw/N0Gv1kP0ynWrHylXO1onNx2hX2uy+sovsk5EcEp1ah/pGHXNg4vJZopP4fJyldy3RbXRpFppkbmesrG27RHwmzpX3X6GWr9FsNTE6Bm6fm4PrByhRhZq7xqg6wjl0Eo/GWTq/xPLlZfzRN/YI30nf8G+7s8CY7x3jIdIPiM9+9rNsbGwA8JGPfIQPf/jD3/Zzf/3Xf51nnnkGgN///d/nN3/zN3E4HN+X8xzz/eF74Uv6ujXd1Revclo8xZ10c271HIPegOO7xzSrTS598BJ3vnbnzM7KJthw+9zYHW9seNsddpSgwoRjgl/95V990/f7dg+hbxyQOewOrn/5OoIk4Il6CC+E8cV91Ot1svtZBATyp3kEl8DDn3iY9ZfW2X9tn+hsFNEusn9tn8phBdEu4gl40DoaSkzBqTjpnnbZfnGbdCVNfDFO7bRGYafAyqMr+KN+4kocURTp9/ssX1rm2Dhm+6VtmlqTxFwCX8THwDHAHXYTnYji9XjRKhr1eh2728rdefjvPkztuEYj30BtqHRr1pDlyb//JJ1qh5E5opVv0Z/o4w166XQ6Vs6RAM1CE0EUEESBfqePL+pD9ssM9AGekFUgnW6c4nA7wAaSXbJyijwOTjdOqZ5UCaaCJM4lmL48fWYdhwaD08GZvY077qYrdRntjYhMRbDLdvZf2cef9BOeCjPQBzjd1sZS9m6W5fcsE54K4/A4kH0yOy/uYPQshW9kOoLNZqO4W8Sf9JNYSmAOrIGZL+6jfFAmkAxQzVQJJAPW9o1oQ74on6mNZJ9Mp9ahUWgwMAYICGdr8+efPk8gHeALv/kFKkcVAI5eOyK2EKOeq5NcTjJxYYJqxrKrsUk2lKhiqXmPy6h1lU61Q7vSthRRwN7Le5gDk+BEEF/Mx2AwoN/pM3VxioUnFmiVWgRSAWugphsUigX0jo53xctAH7D70i6BaACf4uOJDz7BY08+xu/8L7/Djddu4Il5mHxgklq+dqbS6mt9hrYhD1x4gG6xS71gBXUrLoV/8vf+CZ/4xCdwu93v6Hv3nWQY3c+W0fdiSD1mzJgxP8y82c/Ztb9Yo2t2GQ1GKEHLoiQ2EyN/kKe0XyI8GcbldjG5OomW0zjdOEUrazz1yFNvUG9+47GDqSAVo8Jh7pCdkx0WHlrAM+mhV+2hxBTe8+73cOPZGwy7Q073TrErduYen0OySxiGQWwhhmgXObp5RLvcptfq4U/6kRwSA32A3tWJzkXxxXx0a138cT+bz1u2MKF0yLL37Rucf+95JpYn8Nq9CHWBfrxPvVCn3WrTF/voho50INEsNunWuuQP81RPq+iaTno1TWQuwu7XdplYnUCwCTjdTtqVNoV7BYLpIC7FdbZV3Cg0qBxVEEQBT8BjNY6mQqhN1VIWNzUauQZaS7NqmWqX+GIcRlZmgjfqZfl9y9z72j0KOwXUlkogFaBb61LNVNl5YYeTOyeAFfDtCXmw2WzUT+u0Si3kgMzM5RmWn1o+qwVHQ8tmxhyYGD3jzAKnW+sCMBwMcbgdjBjRqrY4unNkWczkSzTLTbqNLgjQqXSwu60tL9EhWlvJXhmtoyE5JESniBJS2L+6TyAVQIkoFO4VKO2WqJxUSKVTPP7Rx+llejx+6XEuXbyE3W5nfn4en8/3VrfsmDFjxowZ8wZe36B+eetlrnzkCgcHB2imRmIygRyXyW5kcbgc+ON+CrsFcps5QpMhBv0By+9bpl1pc7J2gtpQ8Sf8zFyeITQZ4ujWEaXdEpJNwjg2EOwCDoeDcqaMOCHinfTSLDXp1rvYJJu1MWwTWPvcGnaXndUPrzIcDq2sI82gclQhvhg/6yfoXf3MIcQX81n9j9HX/11KRKF8VCYyE2HQHzAaWta+xzePyb2YY+LiBNXTKlpDo56r01f7OD1O/Ak/Q2PIxAMTANhEG8e3j1n7yzVGpmWt11f7CDaB6Qen2Xx+k92XdtE1nYE+QHJJnP/AeZqFJmpTJbGQYPUjq2x8YQNf1MfQGGKzWfZ03qgXtalyun6K5JRQqyqH1w8x+gZ2l53YfIxgOmidiwmnG6dWJlLUhzfiZdAfIDkkIqkI8XSc6EQU2SvTutVClER0TcccmZyunyIbMpIuMR2b5un3Ps1efo+RbfSGe2GcZzTm+8V4iPQD4s///M/P/vwP/+E/fMvPXVlZ4eGHH+a1116j2+3yta99jfe///3f4zMc8/3ke+FL2mg20DSNeqvOxAMTRGejxKctezBvzMudz97B0AyUqMKd9TsA7BzuQAhe/vLLxCfjxONxNFWjU+swlZ5C0ZV3/m/7hgHZoDugVqnxrk+8C83Q6A17zD5k2TN+/nc/D4DW0Zh7YA5VVZk8P4nT76SarVrK2Z7B7EOzRGYiGIbB3it7VI+rzD8+z/n3nz/bFMrv5DGHJoP+gHAyjNftJZmwNjFkWebo+IhOs0OlWcEddlMpVGhVWsQX48hhme3r2/iDfiZWJpi6PIXRN6jn6mRuZph9bJbpy9P0u33uPn+Xm39xk06lQ6fesWz16hq7L+2y8ugKpeMSoiwyUAfk9/LIPmtzKjJtnX+33mXECJtgIzYXo5FrINklWuUWjUIDURJZevcSvXaP0WhkbTvZbNhdltJ3+vI0NsOG1taswZ8bzJDJoDqgnq0TnYvy/2fvP4Mmye/7TvCTlVmV5b2vpx7v2vf0WGAMDOFJAidDUUsjrRR3R8atqLjQrhTUruIU0r3QHi/iIiStidWtJEpanUhJ9HADDoDBzGBm2punzeNdPeW9r8yszLoXf8xDDDACZmgwBFCfCARqop+nOru6q/L//H5f0y628ca8+ON+3AG3KJyUROFku9hm69Utlp5ZIpgKMuwM6Tf6nP2Js4z1Mb6oT3Q15ZuoHlUMiLojKvsVKvsVCo8KjEdigeWLiY6mtwqyjYFB9bBK+myaflNkBafPpkksJagd1miX2uy+ucvr//51erUeIIZBlmWhj3Sq+1XS62ky5zP06j22X9vGF/XRb/bxp/yiy6g3RO/qdCtd3GHRzzB/ZR4AfajTrXVpFVssPLGA0+dEURUUpxi89Rt9JMRCz+V30dhv4PV6URLCJZVdylKulvnvfvm/o1gsEkqHcAfdmJZJbDZGabeEZJPEoCgeJOQIIVsyykThIx/8CH/r//a32Nzc5D/9zn/6nk6id+K9dBi9G5fRc888Ny3PnDJlyo893+482tjYoNQt8bG/8DHOnDuDLMtEEhH6Vp9SuURADVDP1Vl7do2Z1Rm2rm1x7bevEc1GwQTVUIm6o3zy5z/JX/w//cV3dIhe+dAV7ty4w0n1BFfUxcLqAvpI5/UXX6eeq7P8xDJJW5LySZlAOoAv6SM8FyYyE6Hf6gt1bX/ExJrg9DlpFVunLpxQOoQv7iO+FCexkqBX72FZFqpTRbErmIZJNBvl1hdu4fQ68cf8DLoDavkag9wARVXwzfhoaA1sdhu9fI/yN8sYI4N2oy3EOiEPlz56CWssehFtio3ofBQm0Kl18Mf91I/r3P38XdFJyIT6YZ16TvT/rH9oHa2vYXcKF9KgNSB/P08kK7qQmvkmxe0iDreDucfmMHWTfqOPN+LF6XMSTAUJZoLsfHOH+nFd9Bp9c/d0gQSiJ5IJIkpmJkwoHWLUG5G7n+PkwYlwcjvs2BQbrXyL+FIcT8hz6qbyRX08evkRg9aARqHBeDimclChU+2w9qE1fDEf+khnMpmwf30fT8jDmQ+fwSbbMDSD+lEdf9qPvWlnYk1ol9o43A5kh0y/1adVaGGZFkiw8swKw+qQ21+9zeNrj3P+3HlUVWV5eRmPx/N+vCWmTJkyZcoPMRsbG1x/eJ1zz53j7JWz7Gzv4Aw5CSQDosMx12T7m9siwl6CxkmDbq2L6hVnheOHx+gDHW/YizE0qOfqVA+qIIEn7BGCVFkIJ7S+RqFWwGpbOFwOBp0B+kCnXRIdjLJNxhv3cvb5s/ijfsp7ZbxhL6ZhUj2onv4+sl1mwoSxNhbpMW4HNpsNQzdwup14I17CmTDVoyr7V/dRVCFKnVgTevUepmlSeFgQvUeyOKu8NZspbZXABoFEgPTZNA+/+pC7n797+nq5A0LYWdouCSfxwwLtcpv02TThmTC1wxqlzRLugBu70076TJpQOoQ34gUJAskArWILT8iD1teIzEQYNAcc3zumV+sx7A6ZuzzH/JV5evUedtWOzWbDHXTji/io7lfFMkszcPlcPP7Rx7FZNvK5PKXjEjNnZgieBKkX60ysyanQZjgaMpuYxeV18fzzz6O8qUz7jKa8b0yXSO8TX/ziFwERifQTP/ET3/frP/zhD3Pjxg0AXnnllekS6UeMP4tc0mAgyL3b94gvxDEVE9Wtnv6aw+UgPh/naOeIbCbL69dep9gpogZV/Fk/3rCX/H6eRq7B0sIS55bPUclVcA1c7/k6vn1Btnu4SzgRJn+Qp16t4/V5RSRYq08gHkCOyAz6A5qlJmNrzPLlZUIzIR698QhjZJBaSeEOuVEcCoP2gOVnlmnmmzi9TtLrafShLv5cd46oH9dRbAoTbUIgGSCbyWKaJr1Wj2/+wTeplWrMPjZL4kwCb9DLzS/dpDfo0aq30HQNT8aDI+xAH+lofQ1zbLJ3bY9Be8CZj57B6XFijcWiyqbYGOtjhu0hTEBVVOoHde586Q6yU8ayLLwRL8F0kLE+xul3Eg1HKe+WMYYGjXwD0zABqB5W6Va7mIZJOBPG7hKxa+kzaXwxkSls6AbugJv1D62z+Y1NjreOhTJZUZCaEp1KB8kmEVuMUTuqEZ0TQx9toFHdrxJIBkisJIgvxulUOhzfOmbf2MfQhDo3uZqktFNi2B5S2CyI6w958YQ91I/qmGOTyGyEzLkMo+6I0naJ/av7zD0+R2Q2gjbQ0LoazWKTsTbG7rTjj/vJnM3QPGmiqAqzl2d5/f/4tgWSLLH2whrm2KR+VMcT9PDwaw9F1J42ZtAacHjrEMkmEV+Ik1xNClv7txTGydUk2lDDrtpFaWgqwNbLW3hCHrwRL4PWgI0XN7A77TjcDuEiaw0YdUY89bGn+MRnP4HD6WBsjHnjK29w8ys3uX/jPv6UX5SJR8WwrlVqsfDkAr6Gj2FniCRJ5B/meVh8yHJimScvPskv/V9+iS99+Uvvykn0TryXDqN34zKalmdOmTLlx53vdB5pqkYwFiRXy2HcM7h48SIer4dQNES1WqXf7hNLx9j65hbBVJDMWobNb26Su5EjGU3yyZ/4JJ/55Gd47LHHvuvzfOPRBuGZMPfv3ef166+TPJekuFsUkW8SZC9ksSwLZ9jJvav3kOwSmQsZ2qW2uO877fjiPjqlDpPxRPT3RX1MrAmzl2aFa9npIL4SJ7mSxDRMhq0hEhK1oxo2uw0sGHVGdCtdbDYb1tCiU+9w/PAYh+xg4cIC9WEdW8WGYleIzkbplDs08g3mnpzD7rKTvZAlvhSndljj9h/cJjwThgmkz6XRb+iMeiNC6RCNfIOT+yfomi4KpM0JieUEC08ucPv3b6OoCrJDZu1DaxQeFuhUO3TqHfqNPvpAJzIfOXUnFTYLBBNBtIGGYRiYI5NgOki70qa0XeJk4+T0dX7iLz2B0+tk0BkgO2S8US92p1jmmLqJ6lFxuByM9TGdklD2rn9oXTiXFBueoEf0S40Mhu0hBzcO0LpCoRyeCTNsC3fRW8MrRVVYfW5VuMi1MQ6XKAEvbhax2+3UjmsYusGgMWD1+VVmL80y7Axp5puMjTFLjy9Rvl+mcKeApVrs7e/xuc9+brpAmjJlyo8s7zaee8p7463X9X/93/9Xtne3GflGHBYOqVVqhN1hLMvC4XYw//g8269tUzuoUTuu0cq3iMxFsEzhcOlWu8gOGWNonC50JuZE1CFs5Oh3+gRCAeySna6tS3QtyvG9Y7qVLqGZEIF4AG/ES6/eo3pQJX0mjd1up3HcoFPu4PQ5cagOHB7HadS9ZJNwB8U8BwmcXieVgwoOj0PMc/piNpReT1PZrVDeKdNv9PFFfXRrXQLJABNrwupzq/iiPvSBTj1Xx+F0kFhNYHfaGfVG3P3iXW785xunr9nMhRnC2TATxDKqdlij3+yz9NQS6x9Zp3ZUwxpbaH2N+cfnqR5UsSk2MadKBqjsVZi9NEvtsMbBjQM8EQ/+mOhAGmtjkmtJ7A478eW4mMuoCoPWAEMz8Cf8DNtDqvtVjJGBqZlkF7KsXVyj2WySO8qxfXcb3JBYS2DZLBpHDSzNwi7ZWbq8hF22c/P+Tf7lv/6XfPLjn2QmM8Pm7ua0z2jKD5zpEul9oFarkc/nAVhfXycYDH7f73nyySdPH+/s7PxZXdqU95E/7VzSC2cu8Dtf+h3OXjhLrV1j0B0QjAXRdbEUCcQC7O/tM/KPaA/bPPWxp5jNz3L95nUWn1lk7fwaB48OmMnM4Pf42TzZ/GM5Fr59QfZPN/4pkXQEv81PrVOj0qrQrDRxOp1YkkW/28cf8lMpV2iUG2y9uiVKEOs9HD4Hi08uin4jbCiKQnIlieJQqOxX8MV8qC6V+klduGH6Bna7nWufv4b/p/0ME0P+88v/mdvXbqOPdOIrcS58/ALhTBhpIok4Np+Dbr1LJBvBptjYeHmDQWtAeCZMcjXJsDOktFVi55s7xBfjIk94bHFw44DmSRNDN7j40Yt89C9/lN/6//wWwZkg6TNpDm8fsvDEAqpHFfE3nSGRbITM+Qz5B3nxv4d5ZEXG6XPSyDdILCVwBpx4w16hdI378Ua9DNtDhr0hDo+DVqGFy+/i3uv3ULYU3EE3DpcDb8RLbDHGqDtC62r44j4s06JdbuNwOZg5P0N0PsqoMzrtGdp9c1cUWYY8bL2yhTvoRvWoeEIewjNh9KFO47iB0+9k9sIslf0K9aM6o94I1SNed3fIjeuyC5fPhTvsZubcDHvX93D73cxemsWu2lGcCvFMnC/+2hfpN0WMjGyXmbk4g9bVMC2TdrnNqDdi2BtS3hHK6LEuuhdWn18lNh/D7rITSAQIJoIc3zumuF3E7rCTPpemtF2i8KiArMrMXhZOsn6zT+2oJmL/fG4G7QEAZ584SzgdplFrkJxJAjDqjxhMBkQXoyx/YFl0YtS6Qrms2jm4fkAgFkAdq5R3ynTLXdK+NH/3V/4ujz322HtyEr0T76XD6N1EYU7LM6dMmfLjznd+Lu9u75I+lyaainLw6IBIPsLSyhLVa1UyMxl2NnaQTAmH28H20Tb1fB2P5OEXfvEX+Nu/8re/Z0xpo9mg0+9w//59nFEn5tjkeOMYV8DF2Y+eJZgM0msI51Aj38Ab89KtdRl2hiIGxWXHaBtYlkWr0CKYCWKMDDrlDntX95hYE0bdEf6kn0FrwLAjzgSqR6XwsIDdYaeWqxGIBPB6vbhcLhwuB4ZpoGka9qSdrtTFFXThCrtweVwMWgPa5Ta1XA1P2EOn0qFdbhOIB6jsV3AH3GTOZtB6GrIis/yBZWpHtdNzQf24jtPtZO7xOXZf3wXgwR8+oLhZBODW792ivF3G6XMSmYuQvZjl4PoBhYcFZIeMzWYjMhtBcShYpkVxq4jW11Bdok8xv5Fn0BL3bckmce5j59AHOkiInkOXHbvdTuWggqzIWKboZ9T6GoFkAEmRUH0qB7cOCCaCBNNBOuUOlb0KdtVOai2Fw+VA62ksPLGAK+gS55qwOAtpA41wJozT60Qf6khIDJqiM7JT6dBv9ek3+/jCPlx+IbiqH9cxDVMosXWT8l6ZsTYmkUjw07/w09z6xi12dnamfQRTpkz5keS9xHNP+d68tTS6vXGbe/fu8ebVN+mbfQwMdF2n2W5i89vABqYuBJneiDhbeCIeQukQvVYPV99FdD6KPtTplDu0S220oUZ8Ic7ys8tU96qEF8NEshGaJ01aJbF0UrwKHp+Hk/snIt0k5MYYCvHp3GNz9Jt9eo0epm4y6o8wNAOnTwhucYo+oPyDPGN9LM4433LiGJpxeu89uX9CJBvB4XJQ3a+y/do2NsXG2Y+dpX5Yp1Fo0C61cQfdnPnIGWILsdN0Fn/cz87rO0i6xMyFGb76P32V6n719PWLr8QBOLx1eNpbFEqHcLgdLDy9QLfWZdAYMHN+htyDHDbZhsPtOE0v8YQ89Oo9jm4foXpVtL7G8e1jxvqYXr3H3JU54otxCo8KWGNLuI8CbqyxRXmnjOpSaZw0aJfbDLtD/B4/gWyAo6Mjlq4sET2Isn17m36nT3I5KSoYRhoTY0IinUANqKhBlaXQEjWpxktXX2Its8bP/ZWfm76HpvzAmS6R3ge2t7dPHy8tLb2r75mfnz99PF0iTXk3rK+v45bcbLyxgSvmolwo06q28Ia82G3C3eJ3+qkeV1k9v0owEsTr91I4KXDna3eIzkbp9Xp87ctfY9KZoIwVviF9g41HG9+lIPp+KqO3FmQf/dBHGbqH4IST2gkOh4PITISJOeHg0QHF7SKXP3aZw5cOSa4mmXlsBl/YR3m/TGmnxKOvPuIDf/UDIIE20vDFfJimOCg1802aJ00sy2L24ix6X8clu2gftCncLbD55iaHx4dgA5vdRjgVRrKJfN9OvUMgEaBdb2OThTq1X+uj93UWHl+gUWhQ3i1jmaLIMXcvR34jT6PQIH0mLQ5AqoNgPEgj3+CL/98v0uv3OPuxszjcDgpbBeJLccLZMJX9Cve/ch+tr+GP+6nsVageVkUHUk+4emw2G7H5GKYmeo58caGywYKAI8BQH4KFiFnR9NPlUWotRfpsGtMwqR/XObp9hDbQsHfsp8Om5PmkWEZ1hmg9DcuyGI/HOH1OVI/K/OPzNE4a6AMd1asSmY0QzoTZvbbL/vV9lj+wzMmDE3EoDXkIzYRwuBwUHhXIP8zji/mYTES591uvryfsIb4cPx0gfeH/9YXTYZDqUXnuv34OJDi8eUi33AUTodLRTTwJD4nVBLH5GIc3DnF6nEysCQ6Xg2A6CBNwBpxsfWOLg+sH2Bw2erWeiP/LhhmPxgyaA0pbJTLnMiw+vsjh7UOObhzh9XupHFdo1ppcV64Ti8UY9UfU63XcUTeSQyI+HwcJ9q/vU92vcu5j5xgWhwyPh1QqFcbamGw8y//wf/8feOqpp4D35iR6J95Lh9G7dRlNyzOnTJny48x3fi57vB66zS7ZlaxwXxfzPHnlSQonBW7euslsdhZMyD/Mo2s6ZzJn+G9++b/hqaee+r4/sLebbbY6W4zGIzrHHbxRL8FUkPBcGHfITb1Qp3xUpvCwgKIqrH1ojUAicOpstat2vDEvkiQJp7MxplPusPTMEplzGXq1Hg+++oBHXxcxbJHZCPpA5/DmIZZliT6Cj14gkozQ2+9h1+xU81XSK2mMkYHqUQnPiU4ERVVwepzY3XZkh4zb78YX9eGL+rA77ey+uUv1sEpkLoIv5gPg6NYRvpgPh9uBL+6jVWoJx/fFLImlBIWHBdG/6FVxh9yobhVvxItNsWGTbZzcO+H49jHdapd2qY0n5CG2GMOu2hm2hlimRWIlQXmvTHmnzMn9k7ctkGYvzaL1NYyhQfJM8vR85g16WXp6CVM3RdTcsRAVXf7Jy2y+sok/7ie5nKSwJeJr/HE/4ZkwY32MoRmEM2FsdjH48cV8dKtdKrsVnB4ntZMabr9bxOfYZWpHNRwuB5G5CIFUgPJOGb0vllpOvxObInoeLNNCtalIDYmj4yNSiRSzc7NEk9F3dR6YMmXKlB9W/qSiuimCt5ZxGwcbbNwTcbyapZFYThDKhpBtMt2acBTZ7CIWDkmkmxS3ikRmI3jCHkzdpJlvUj+sY5qmcPRMJkTno4SzYYoPi0wGE4LrQVx+F6n1FFuvbrF/fZ/IXAS3303tqCbSY+wyDqeDYCqI7JAZdAZMzAnNQlMsX95KahmNiZyLYIwMjm4dcXD9AEmSYIJIiKn1mDBBsStU96tc/c2rIk437MHhdjDqjMjfzzNoDHCFXDjcDrxhL/6YH6fXieyQAQimgzhcDjrVDq//29fftkDyJ/zofZ2159ZwBVzsvLbD+U+ep7JXQetr9Oo92sU2s5dmSa2naBQa6CNdzIZKbQIJ4SpafGqRvTf3qO5XGfVGSJJEJBshPBtm5QMrSDaJ0naJ8l6Z8GwYh8sBkojYP7x9yMndE+rHdVYfX+WDz32Qvb09KocVLLuFb87Hgm2Bw5uHbL+8zUxsBrffjRSUcPqdnHnuDKPRCJfkgh5cuXBl+h6a8r4xXSK9D+zv758+zmaz7+p7MpnM6eNarfanfk1TfrQwDIMvfflLBBNB+p0+mZkMzW6T6nGVTrFDIpWgsd8g48+gjTTOPnYWAMWu8MLHX2D30S57O3tUd6vs39vnsWceY+0Da4Sj4e9SEAGnKqPwTBjscGvvFl/4+hdI+pP81b/8V5Flmc3dTTY2Ntg+2Sa6HiWxlkB1q2hjjd6wJ0qNPQ727uzhjXpZeGqBUDqEzW4j48wQXYiy+fImu9d2WXhyQdyYJ0JtIztFHMlkMiF7IYvNZsOpOFlcWKTiqnDv6j163R7OiBN/0k+/3RdK23IHf9CPDRvhuTCGYZDbyCE7ZCbjCb6kj+J2UcStzEZQVFE6XdmrkLufI5gMklxLYmgG1sjC6BnsXdtDG2tc/ORFvBEv5lhEqtSOa9x/6T7FrSLD9pDdN3dx+p0oikJiJUH6cpqNFzeIzkdRXSpOryiinpgTFIdCp9Ihm86KYkk1THAxiGmZlDZLpNZTohOh1qNX6+FP+AmkA+y8ukP1oEqv3iOQCuCL+EisJvAEPdSP67TLbTFQ8qmEMiFG3RHuoJtwJkxuI8ewMySQCJwOVZhAYauAoiikz6RxB924g25sNhuekId7X7pHZa9Cp9zBpthw+py4/C5ssg2tq1E9qnL7d2+j9TUA3CE3P/WrP0W31iX/IE90PsrKB1eo5+q0Ci369T7NQpPlp5fJXswyaA/o1rrMXJg5Vf6E0iFM3UQf6iRWxb+p6JUoW69sUXhUYGJMGPVEp8TM2RmahSatXAvLsBhbY3whH6pfpX5cp9VqYQwNsuezuIIuqgdVuvUu6TNpEssJdq/usvXFLbJzWex2OwFHgEqjgmWz+PorX+fy5cu43e735CR6J96Nu+gtpi6jKVOmTPn+fOfn8tLKEtdvXqez3MHtcdNutVHsChevXOTo4RHJRJJAKEDgQ4H3FL0zGAx44/U3yA/yYqHjtbP8wWUsLPwxP5PJhGaxKZY/cxGcXicOl0OIQdwOevUeO2/sEJ2LYlkWg9aAVrGFaZgEEkJAINkkPGEP+Yd5iltF2qU25lhE4sqyzFgfo4909r+2j31sR5d06p069VKdZqlJcD6IPtCxO+1CKWta6AMRRRfOhsleyDIeCwFGs9BEVmT8UT+NXIMzHz2DqZuUdkrC7dzX6Df6zF+Zx+60o/U0nF7hNrLJNgLJAItPLKJ6VeHYHhm4Ai6Obh0x6o/wxXzEl+OMtTGdSodRd4QxMrDJNvS+zt6be6dxv3annRf+5gs4PA72r+9jDSxUj4o/6keSJUzdxBpbeKNCfR2dj9Jv9Mk/yLP8gWWKW0UkWSJ7PstkMsHld9GtdulUO6huFXfQTSPfQOtreCdeMmczWIbF/o19iptFVI8q4gHtNiRJ4sm/8iSRmQj5h3kcbgep9RSmYaKoCqXNElpXw2V34Zf9KHaFsD2M1+5leX0ZeHfngSlTpkz5YeVPKqqbItjY2ODh8UOKlSK1YQ01qOJSXbiCLoatobgn2SSahSYTa0K31hU/1xZauINunD4nhzcP6Tf74p4/sUQqyWyU4maR2cuzhDIhBicDWg9baHmNrtxlPB4TW4gh2SS6lS65ezma+SbxxTjZc1lyGznKe+XTn+t9UR/D9hBf1Ic5NtF6GqpXpfCgwP510W3UKXe49+V7qB4Vu9OO6lEpPhKzltUXVokvxjFGBsXNIt1Kl5mLM0zMCVpPOz2zuEIuESGnj0Vn89hk2B5iU2zsvbkn6gUQtSGxxRhOv5O5K8It1Sq1sCyLXqPHWBsjyRLj0RhP2CN6oTSDSDZCv9EnmArSrXc5vnuML+rDFRC/LxLEF+PEl4W7qV1qM+yIP3d4Jky73ObwxiH+uJ9+s0/9SPxdDBtDQv4Ql85fojvo4k64KdfLbN/YJrWawu6yk15MY+/bcdgdXPrQJV7/2ut0lA6bdzfxu/34vD5ivtj0PTTlfWW6RHof6HQ6p4+/XVH+vfD5fKeP+/3+n/o1TfnR4i3lz2f/2me5d+se+XKehewCWkzj4Y2HbD/aZiWzws//zM9zf/M+vU7v9HsVu8L6xXXWL67zu//H76KPdH7y537yv6ggAtjKb/H4Rx7nOH9Mp9lh/vF5Zi/OcuMrN/gf//n/iM/r47lPPceVT17hzj+7w8ObDzFkg8X1Rdr5No9uPMIX8hEMB7n6B1e59OlLRLIR7E47Y2MsyqI9KomVBLm7ORaeWsAb9tLINajsVsCCTrlDci1JKBOikWvQ7/Z56bdewh1240q5GEpDJrYJ+c08Y0OoYyKZiHAfKbbTP5sxNNi/vo8v5sNC5Alf/qnLmGOTg5sHDFoDkZHvc4nIN7dKfD5Odb/K7pu7BLNBBp0BwRmhzNGHOrJT5o1//wap9RSZsxncAbF8GXVG9Bt9ZLvMzjd3cHqdXPz0RWS7zO4bu7h8LvxxP2NtzOhgRO2RiGNzuB3U9mp0u13Gxvg0nk4f6LSKLfSRzrA9xOF2EEgEsCYWubs5tL7oKQomgxiagTfiJX0mjSRJHO0f0cg3GOtjQpkQqlcsVhr5Bt6Il8peBWtiMeqMWH56GX/CT6/Wo7JfYdQZYRpikZN/kCdzPoPiUBhrov/J1M3TuDmbLF5rb9TLR37pI1iWddrbtPSBJYqbRVx+Fw6Pg7q9Tq/e49bv3+Lh1x+SWkthjk3yD/K4g24GrQHdSpfKfoWJNcEm2yhtlRhrY4LpILGFGLIii46FmSCD9kBE3agyoWyIYCbIynMrFB4WGHVHzD42y+bXN7GpwsKeWE1Qz9XxJXxEF6M4TSfdgy6F+wUG3QGdQYf1F9bxB/289MZLyP9c5r/9O//te3ISvRPvtcNo6jKaMmXKlO/tiv7Oz+XlM8unzmtTMfE7/dx64xa14xoffeajfPpTn2Zzc5ONRxu8+uar7+jC/k4GgwG/+t//KrlOjvBCmGaxSWQ2Qr/dp1sV8XGD5oDxaIw/6f+j2JaDKsFkECaQvZSlV+9R2iqJe7I25syHzmB322kUGgC0SkJkEZ+Pi+WRhBBsYKNZatKtdplUJqRmU6dReIbToFar0a62Ke+UmXtsjmgiymQyYWJNaOabDDoD/AmxkAnFQ6cOb5tiQ3EpmF2T7Ve3T4UVrUKLoztHp4KRZrHJwc0DnD7hGM4/yJM5l0H1qtjVb/URNvs4PKJL6OjOEUhiOSTZJCQkfFEfkiRiBD1BD0e3jjANE6fXyQd/8YPEl+P06j0yZ4Uj660OqXAmjOJSuPv5uxgjg3BWqIBtso3CZoFQNkQoHSL/MA8ThNv6W8MnWZZPHdaWKc452Dh1QPWbfbxhL8FEkMyFDJ1yB62vcXjjEMuwqO5XqefqSEgYI4NWUTizXLKLZCTJWBvTKrSo5qucOXuG5TNiifRuzgNTpkyZ8sPKn1RU9+PMt59nvvq1r6I5NA4OD5i4JhT3isw/MU98MY4v4aNbEUsjfaAz7Ayp7FdQ3SrNfJP0uTRbr2wxbA3RR0Is4va4MfqiC3DhiQXC2TARf4QxY5SeQjPfZOKd4Eg68Mf8eCIeejXReTRoDxibYw5uHojuQZ+K2+/G7hYzm8rrFY7vHpO9kGXUHTHqj2jlW9hdQlAjIVHaKYnI3GKbCRNcPhfP/NwzKA4FY2hgs9tIrae4+/m79Jt9qvtVXF4XsYUY7VIbh1OknAzbQ+EOdsi4A268US9I4vWTbBKR+QiRhQiXP3MZT9iD1te4/fu36bf6VHYr6AOdUXdEYiWB4lDQRzremJfkapLc3Rz5+3lUrzgnnNw/wRgZtMttFp5YIHspi022MWgNcAVc1I/rQuAT9RCeDZO/n6e0WyJ/P4/NZmP2zCyZbIZ2sc2br79JeC7M0hNLLH5gkdJ2iUFjQC/fIxlO4kq4GHQHbN/dplapsbS0xNz6HOPRmOJ+EbfkxjTN6XtoyvvGdIn0PvDtSyCn0/muvufbv24wGPwXv07TNDRNO/3vb19YTfnx4S3lTzQZfZuzSO/o2Ed2ZGTmF+bZ3N3EqTjZP9h/R9fD9v1tLjxz4XsqiACis1H6oz6lZomFMwu4vCIPvnRSYmuwhX/Gjy/gY/XcKpeevsTO8Y7oLir0sNls2BU70ZkoteOaWHwkA9idIlrF5Xfh9DppFVtCCfMt1woSnNw7oVloEp2PIskSsizTLrVRPSpOh5Nqrooz4ETXdJwBJ76Ij9BMiNpJjWaxSafWwRPykD6XxuESww2XzwUT6NV7SEisf3idiTRh/9o+o+6I9Nk0vWoPY2TQrXbZfX2XmXMzjLojVK9KbDnG/vV92sU2oVQIb8TLqDkitZZi7YU1xqMxa8+v4Q66qefqnNw/AQmaJ00CSWEP71a7tAotrv/2dRavLBJ2hLGw6Lf7tKtturYuuq7jCXsYdUcM2gOa+SYuvwvVrRJKhyjvlkmuJilsFmgVWqInaSEmolZ8TvrNPo1hA0/Iw1gfM+qNmH9sHnfQLRw4tS6D9oDCgwLJtaTojHI7KO+U8cV9FB4WMA2TyGwE55qTVqGFOTbpN/tofY3JZIKiKNjsNlSvKvqjTOt0UZQ5n8ET9lA/rCPLMrGFGFpPQ+tpONwOKrsVwjNhlp5aot/oU94rc3znGNkuo7pURoMRvUqP2UuzuPxCjdXKt1CcCg6XA3NsUjuuMeqOqB/VCaaCHHZEHJ7dZceX8OGP+vGGvaK880ya9HqawsMCE2sCgDfspVvvcnT7iMWFRRymKAYd9UY02g0+/Q8+jWJTCHqDGEODb1z/Bp/Y+MR7chK9E1N30ZQfFNMzw5QfFb5f98KZlTO8dPWl08/lt5zXt9+8zde/8HU8aQ9qUOVTz36K9fV1vvTlL72nHgfDMPhn//yf8cbmG5z5xBkSiwkevvyQYCqIJEsgw8HVA0zTJDoXPV1iJFYTNItNju8d44v4TuNfurUudqediTWhuF0kkAqg93UURTntScycz1Ddr3LxUxcxRgaSJFHbr5F/LY/X5SUyH8Ef87O3s4c74ubCYxfIPxLdQg9eekDxURFJkRjUB+Q38zi9TjwzYtDSKrbEfX5s4o16GXVGLDyxQKvU4uTBCbIin3YNRhej7F7dRbEr6AOd7IUswUyQbrUrugN6GvpAR3EoyHYZp9tJh86p2KWRaxCIB3B4RKejrMgklhKcPDxh9sos7UKbZ//6s1hji261S7fWJZwNE0qH0Ic6NpuN8m6ZXqNHr9E7dVnFl+PMXJhh0B5QP64LwZAJ9ZM69aO6iA2MeFE9KpFshMRKAoAHLz2gdlQjsZogNBPC0i2Sq0n6rT6jzkj0QQTdnNw/4e4X7zLqjHAFXSSWEjTzTexOO+eeOofTFD2KSDBWx/TMHv1RH8kmvevzwJQpf56YnhmmvBf+pKK6H1cMw+C3f+e3een1l9je3mZ/bx/d1HH6nQSSAcLZMGvPr526hCIzEaKzUXbe3BFLoqBbOIr1Mb2qSHsxxyaxhRj1wzpDhowOR6cRcEZBdA9PzIlwORfyHNw6IDIrYmwrhxUauQamaaJ6VQ6vH7L8zDLpM2mcfieWaQkhSmNAbCHGoDmgelglt5HDoTq49JlLRBejKHaFYXdIdCHKtf907XROkFhJCLdRX0NxKNQOaoz1MZZpcXT7CFM3RS1AJow34qVx0mDm/AzxpTj6QEcf6kwmE0pbJVSPijE0iMxGOPuxs6w+u4rT72TYHp4KgSfjCfXjOqn1FBNpgj/px+13Uz+u43A7iGQjrDy7wuHNQw5vHmKMDBIrCeLLcVqFFuPRGHNsMtbHKE7RrdQutdl6dYuZCzNMxhPR5dzVsDvs/OT/9SdJJVM0W03iq3E2v7lJ+aiMiUlkLoIkSchjmYuPX4QJNMtNCocFCuUCnoCH0naJZCpJMBFk5ewKelsnn89P30NT3jemS6T3gdFodPr43Q4DZVl+x8ffyT/5J/+Ef/SP/tEf/+Km/Ejw7cqft5xFK+dWuHfvHpqs0ThsMHN5hlajRe4wR6fY4Y0X3yCxkHib6yHgCrCytvK25zZNk3w+z+HJIbtXd3E5XVz52BVO8id4w97TBRLARJmgelXSq2n2dvZYv7iOP+AnFA+BG1SXKg4v2wbFgyJHd4/EgafZwxVwISvfiqkzJ6gelWF7iD7QefTyo1Plarcu1L0O1UGv0SO+FMcf9VPbruHyuZhIE0KpEJIi4Ql6kCSJ6EKU8n6ZTrlDI9+gelxl6cklTNNkPB7ji/sYdoY0Thp0611G10VB5OrzqxQ3Rdnz0tNLWKYova4d16gf1XH6xKIqkAzQyDVYenoJu8tOs9Dk4qcvMjEnBFIBodbRhUsnmApS3ivjT/jp1sTyyOlzimHNSYv+oz4jaSQi9qQJx6VjdEM/XVAZujj46QMdY2QwNsZCpeNyUNouUdws4gl5WP7AMopTYe/1PaoHVWRFpp6ro/VE6XRkNsLCEwtC0Rxwsfv6LuFMGF/CR+5eTvQwNMXS78FXHuAKulh5dgWtr1F4WEDvi6JpySZR3i6LQZHfidbTyJzL4Al6aBVb9No9fHEfnXKHXq2HoRkAp0s1m2yjU+4QW4ix8vwK+XtCBXT+E+cZtAfk7uY4uX+CLMs4PA4M3UBxKGgdDcu0sKt2Dm8eonpV+s0+pmkSX4iTPpNGUYU7qrhVxB/3I9kk2uU2Nskmsp6DbpLLSY7uHOHyu5BkiXA6jHFiMCgOaJfajLojDo4P+MivfEQUgg4NDNMglo1R3Ciy8WiDn/srP/eenETvxNRdNOUHwfTMMOVHhe/XvTCTmWEts/Zdn8vNQpOf/amffdti6NatW++5x2FjY4NvXP8G6QtpVq+sivvCbAx32I3qE0MNfaQDEEgFMHSDXr2Hu+Imez5L7bB2ms+vDTT6zT7nP34e1avSKXc4vndMI9cgsZzAGBn4435K2yU8IQ/DzlAsZJwOzIKJMlZQfapw5zZKGLJBLVejVW6hqAruoJt2sX268LDJNuEcTjsZ9oYiRuZbrpzkWpJBa4BpmOQ2ckTnosQX4nRqHXq7PbHwKotYmfSZNJPJBIfbQTgTJrYQY2KK2LhBe0Cn0mHQHpx2MKbPpEmuJunUOpimKc5oNgl/wo820micNAilQzzxF57ArtoZtAdofQ2bbMMm2UCCdrmNNbaQ7TLRuSjBTJDKXoV+s8/JxolwVkkS7qCb8WjMyodWyD/Io7pV9l7fw+lyklpLEZ4NC2eSbqI4FDwhD3OX5qgeVkmtp1h4YoFmsUlxs0i/2cfpc+KNeDm4fkBsKcbC4wv4435qRzWWVpeIR4RjaqyP6ek9BpMBsxdnuX3jNm6XG1mT3/V5YMqUPy9MzwxT3gt/UlHdjyvXr1/n13/z19k72kMNqmQuZ1CcCr64TzhbFBv6UCxP3kL1CzHExpc3xL1/pyTue8aYUVXMHoftIf64n/TZNM1CU8Tq9xSsgUV9KESdPXp457zsPtilVRZRulpPQ1EUDN3A0AzhPM438YQ9SLKEoRl0KsKhOzEnjLojaoc1VLdKbCFGfFlE1MmKzKgzYjKZwAQmTDA0A1/Uhz7UObpzRGWngjPgJL4QJ3UmhU2xMWgOsNls2BQb0bko5d2ymFPMhkXVQLFNI9egtF1i1B+RXEuy9sIac5fmcPqcVHYrbL2yhWmYuAIu1j60JuJ3+xqVvQp21U76bJrNb2yy+/ouw/ND/DE/+lDH0AzcITcXP3NRiH/cIqll7+oekiQRSAao7ddOz0zNkybtUptBe8CoO2L5yjKtcotSoURyMYkn7GHh8gKeYw+7G7sM2gMi/ghBVaTE6EOddrdNjx5LzyzhcDnQeho7t3eYW5jjQz/1ISHS3tpi0phM30NT3hemS6T3AZfrj4bs367m+V4Mh8PTx98ebfed/P2///f5O3/n75z+d6fTede9S1N+dHgn5U8+n6fULBEIB4h6oiyuLQJiKPLmV95kIbrAuDd+m+vhrv8undYfqcxM0+TevXuUmiU6ow6JhQSD/oB7D+7hDXk588SZt/2e7XobX8CHL+SjcFIARA/BrVu3kKMy/oSfwmYBJhCdjzKRJlQOKuTvi36c9Foamyz6dtqVNsVHRULpEMF0UKhb+xrW2OLxzz0OE8ht5HAFXKgelV6nhzW28Mf9tAotZFnGNEyWPrBE7k4OWZEJZ8XQoFkQESzBRJDZy7PsvLZDbDmGPtLpNXri+uai1A5rdCodlj+wjN1pR+/pBGNBKt4KzUJTHK50EaPSKrTYeHGD1FoKy7LwRrz0aj3cQTdYMLGJ+DVFUcAEm82GZVpEZkWPQCwTYxweixLMkybtapuW1UJ2y4Q8IVafXxUHtd4IraeRWBHRMsbQwOl14gq4aOQbTKwJDo+D+y/exxv1EluMIcsyo96ITqVDbiNH5nyG2UuzQsljTlBURaiDTxpkw1lKmyXaxTadYofxeEztuMbKzAon90+YmBNR2Bn0iNdAMzi4dSB6ogxLdFbZZYKpICsfXBGqoltH1I5r7F/bxx1yA9Bv9hm0BkJNLUskVhIMagNG/RErz67g9Dh58NIDAokA8SURH1g/rnP3i3dhAtbYwhP2EJoJ4Uv5ThXdhc0CskNmrI1Fr1JrwOHtQ5oFcfgFUH0qg7ZwePpTfswbJoc3D5m9NItbc2N1LZq9pljyGS0+9MsfwibbsCYWkk3CHJviYOlUabfbUyfRlB8apmeGKT8qfL/uhc3dTX7ur/zcu/pc/uP0ONzduEtX75INZRlbYxGxqopBjmEYjLojZs7PUD2o0m/28YV9dKtdAokAroCLmQszuPwuqodVaoc1Vp9bFZGsdhnVrTLWxzCBSDbCzIUZaoc1ipvF046h5lET59CJOTBRXAqBVABb0oZVt3B4HJR3hbgjthijVxOCkLlLc/jjopy6elilkWuIs8jYolfvkVxNkr2QZf/avhCsaGOO7x4z7AxpF9uEs2ESawn23txj/sq8iHIJek7dv/64n8p+hUAigMPlYNgZ4vK7sEyLxnFDFIBrBu1im8qwQvFRkfyDPB/+pQ8zbA9R3Sr2GTuWaeH0O5FkCWtsAWBoBt16l9JWieh8VCxxkn6GrSF2h3AYPfraI7Ze2cIb8mIaolB82BXXEMwESSwncAfc2J12WqUW3XKX0k4JWZFZemaJ5FqSZl6UhI96I3xhH71oj0auwbA9PBU6hdIhPBEPWk8jaA8SCoSwTAtJkijWiig+heXzy1R2K7QrbU42Tvilv/FL0/PAlB86pmeGKe+F9xrP/aPK94rafSdX8z/9n/4pe7k97AE76x9dxzRMJpIQ1Fpji3axTavQIjQTYjKeMOwMUVSFYWdI9bBKKBMikhXiyHa5jakL10xyLcnS00t0q12ssUXUGcXv89Put2meNMmX8hiyuNc7nA5a5Ra+qI/MmYxw1QLNQhPFoRCZi1A7qFE7rBGaEcLWmQszdEodUudS6F2d0m4J0zDJP8yjOBTsLjv6QEfrafTqPYKpIKpPpbxTBkmIi+euzJG9mEUf6gzaA3wRn4ix+5bwJTIbQbJJ9Bt9Hn39EQfXDkiuJXG4HfgTfjx+D8bY4GTjBG2oMWgOsHQLd8jNyrMrNE4aOJwOHG4H1tiivFOmuFUkuZpk5QMrHN4+pLJXobxbpnkiZgXZ81m2Xt5iwoRgKojdaad2JATEs5dm8UV9BFNBvGEv+kinU+mI7uXRGLvbTqffwRP1MBgNaLfE353qVJEmEs6JE4cphNCVowrtXpvGoEFyNYk34iWzkhEu6O6I/c19PC4htjm+fczPfuZnf2zeQ1P+fDFdIr0PeL3e08ffK5ru2/n2r/teSyRVVVFV9Y9/cVN+JHgn5U++mAcZutUuTz7+5OnX+oI+Jq4Jr7z5CmfPnH3bwQZ42/O8tYiKJqPUjmo8+bx4nm9+85s0W03K5TKxVAyATkNk3WaXs3SbXTxeMbBfPrOMS3KR28tRy9eQHTKrz6zSaXZw+p2c//h5HvzhA+598R7V/arovmkMOHl0QvWoijfipVvtCgeKXcET9VA7qhGeCYMEx7eOic5FGXaGdGodIgsR9IEOMqTWUwyaAwbtAapHZTKZsPDkAvOTeYadIcWHRXIbOWSHzPyVeZIrSU42RNycTbFR3iuL3H2HQr/Zp1PsYLQMivtFJkJSQ2otRT1XZ/UDqxQ2CxzdPqJf77Pz+g6yLCM7xEDIG/FiGRbD3pDRYIQ20JCQGOtjUvMpbE0bmk9jrI+pUaOu1Tn7qbMUHxVFH9O38ocNzaC0XWLn9R0xaDLG4nXYOKZVbGGz2WACTr+T+cfncTgdGJpBIBmACYw1UZ7dKXdOreySLOEKuBg9GHFw84BhV1jAR4MRLq8Ll99Fv9XH6XGy+NQiWl/j5MEJo75wTHmCHlFeWW0BUN4WBzG9r+OJePDH/QSzQRrHDUpbJVwBF7l7ORweB4PWAKdXKHxzGzmCySCqR6W8W2asj5l/Yp7jO8foA53YYkx0Jx3VGTQGp1F6obkQnqCHQDyAMTSwxhatYotbv3eL6HyUYXPIWBtjjAxMw8Su2iltlfAEReZzMB2ksltBrsv0uj0Uu8LclTmq/SpyXsbmsGEaJqZpggWj4YjSfgm/339qK586iab8MDA9M0z5UeHddC+828/l/9JzjY0xjWqDh288pNVu4fV4cSpOhtqQf/eb/45Ko4LzyElwNijKq02LvWt7aEONpaeWiGQjyA6ZRq5BfDGO3W2n8KiAP+4XA5mjGrl7OfwJP9nzWTq1DpIkgYRYVITEeccYCbFIIBmgelBFa2osLy8je2VsNhutSovD3CGPPf0YgWyA/Zv7jHXRFaiNNGoHNVxBF7tv7KJ6VIKpINmLWTGA2q/CBEa90enCZ+HxBXrNHvVcXdznZZmxMabX6oElCqbnHpsT7lzdoLxT5uD6gXAU9TQevPTgNH43mA5S2a+gqAq9eo/yoMzyM8tc+61rFB8WAfjq//JVPvG3P0HmQoZWvkVxs4jD6UAf6UiSRDAVpH5cZ9gaItkkVI9KPVdn/4aIHXaH3AQTQcbmmHqujjvoxuVzocyLOL1WscXEnBCcCVLP1QkOxFAokAogycJRHUwFmUwm+BN+EX8zmTDoDJiYE9Gb1BvRbwm3syRJ9Go95JaMihjyKQ6FsW9MP9dnfW6dcDSMXteZeWaGlcTK9Gww5YeS6ZlhynthKqr7/lG73+6CNgyDf/fv/h2vXXsNS7aYX55n0B6IJZFDQe/r+GN+4VCudBg0RTzboD1g1Bmxd20P1aMSngnjDrpxuB0kV5PEFmLsX9vHZrMRyojFk1yXGVaHuN1uht0h5VaZyJkIoZkQpe0Sj77+6FTIa1miIzp7KUvzpEn9uC4cNU8sUD+uow00FLtCfCmOMTQIJoPofp1BZ4BiV+g3+jj9Tnr1nugw/NbMxhf1gQ3ahTbx1TjtQpvYQkzUEvicWGNLnBuSQUzDpFvtEkwFmb8yz/61fa7+xlUs0yJ/P8+lz15C9agU7hdIraWQbBJOjxNpIroKE0sJwtkw7VJbzGBMC8WnkD6XpviwyOHNw9PXTZIkqvtVZLuMO+hGcSp06h30vs6oN6LX6GEMDGyKDXfATSgdQvWJ6N7j28e0S23Gxhinz4k20lD9KoFEAH/cT3GniOJR6NQ6xCNxIuEIikPBNEw6Wod8KU90TvRVNvINjL7BzJkZwvEww9qQ2y/fZmFhgXPz594xWnnKlB8E0yXS+0AkEjl9XCq9uzK0fD5/+nhubu5P/Zqm/GjxTsqfBzcfoI00zqz/UanvW86iSqdCb9IjdeHtB5tPf+rTb3uew5NDOqMO5f0ysi6zu7lLt9cVGfn5E1qVFk5JdBDVjmvMp+eZ2CYUtgs8++yzgIjXCyfDWC6L7bvbxM/E0foadtVOKB3CMiwe++nHuPUHt9h4cQN/3M9kMjktXFbsCuufWMeyLDqlDvmHeXbf2OXJn3mSK5+9Qmm7RO2oRjPfpJ6rk1pN4U/4T/uWKrsVkGAymbD8gWVUryqiWjQTp99Jeb/MxJrQqXQIZUK4A25apRZaT1i07U47g8aAw1uH2Gw2wqkwyfUkvqTvdJnjCriYWBMSqwlqhzWi81Hcfjfh+TC9ao/aUY1Be4DD5ThVxGh9DdWrMrEm6D2dSXPChAkjY0SxVcSb8DIxRQF2OBsWTh9LDCpUr3oaT9ev93EH3UzMCUtPici9UXckFM2KTDPfpHJYYTwSCyNXyMVkMhE9DD1R/jzWv/X/4zH6UGfYHor4nKRfHDxtMu1yG/8FPycPTjB1k9BMiHQoTavYYu+NPVr51um/x/kn5unX+6heFXfATafSoVfoiYib5oBWqUWv1hPOoAkEM0GaJ01GnRGRbAQJidpBjWBKdCz06j0Sqwkkm0Qz1yS+GCfyYeHgKu+Waeab2GQbgWSAlWdXCGfDFB4W2H5tm9zdHL64D2NgsP3NbRLlBIF4gFapxWv/9jVUtwqyKORstVukU2ncYTe6Tyc2E6OWr3H/D+8TzoZR7ApaS0OraVgDi1gwxoUzU0XQlClTpvyg+dPsXnin5xobY175w1e4++Au8eU4sTMxXv3KqxRKBbDDJDYhHotTO6kxfnmMNtToVDoEM0EAwjNh4RBKBujX++Qf5onMRWACh7cOyd3LIasyNsVGKB2inqsjO2R8UR+D5oBgOshYH9PMNzEN4fB1uITy1uwJQYPdZcem2lBcCv1HfQoPCyRWE3QqHWyKjWAqyOYrm2JpdDlLZCbCsCvi6zZf3qTf7tMpddCGGvGFOOZYRL/YZBtOnxN/wk+v1uP4zjFOvxPVrZJcTmKMRNxLOBM+HaqUtkuUtkt0K12aRRGbZ1ftuINuYgsxLMPCFXDhDrnZfXP3dIEE4PK7sLvtyDaZQDJA7l6OzVc2sbvseIIeEUO8X2ViTU7d5FpfEwKVZFD0TBaatPItEksJZi/NMuqNiC/FCaTE6//waw/p1XuMuiPa5TZLTy1Ry9VIraUYdoZYY6Eilu0y5b0ydpcdy7Cwu+wEEgFkh0x5t4zWE/1RsiITjoYJjAO0K21G7hHD4RDVqeKNeinsFTB7JoFUYNphMGXKlB8bftxFde8UtTs2xtwe3+Y3P/+bXL11lXNnzrE8v8xXX/4q/+Jf/wsG2gAssEwLy7QIpoPYXXZUl0q/0WfYHsIEPGEPrULrtCuwVWgRnY8SyoTEIoIJpm7SOGngCYvEkL03RUe2W3czao5oFBp0rA6xtRjBTBCtJwSs7oCb1FqKYDrIsD2k1+xReFjAn/CLfumjGrG5GIGEELP4Ej4auQa9eg9f1IfW13B6nPQaPSSbqBIYD8fMXJoR5xjdFIkekkj0GA/H2J12ovNR7E47nUoHcyxEGrqmY1NsVA+qeKNetl/f5uZv3TztMHZ4HLRyLRr5Br6Yj8h8BGNgUD2sinqAYgvZLmYgTMTr6gl5RKSwT7iRPWEP9eM6/WYfh8uBJ+Lh+M4xzXyT8m6ZxFKC6GyUbrXLoDHA4XYwm5nFMi0Obh0gK+L8ZnfacYdERL8+0Knn6sSWYjhcwvnkcDlIr6W5tnENpyTidAeNAfs7+7SGLcKZMDMXZwhnwmh9jfpRnZ3rO1z+yGVWrqxwMDpgaW6JTz37qekCacr7xnSJ9D6wtrZ2+vjw8PBdfc/R0dHp47Nnz/5pX9KUHzHeSfkzqU/ILGR44eMvoNjFW/97Rdxde+kaC5sLb3ue3au7RGejOOwOTNVEjsjMLM4wdo45Lhxz96W75O/nmZmb4alnxWHp5ms30QYa3XaX/a19YWM/qZFdz9Kqt8isZ1i+skw5X8bmENEvzUKTmXMzeCNelp9Zplfvia6ggJNmvkmv0WP+sXmSy0lSZ1Pc+/w97r94H62t4fA60HWdfr2P2Tcp75SZOTfDoDUQh5tGD0M3SK+ncQfdjPojDm+I0sTUegrVpzJsiqiWym6FhacWMDRDDHgUmW61y1gbgw3mnpgDC1y6i2A6eLqM6BQ7XN26SiAVwBP0MHN5hsZhA1MTg57iZhEsGPaGWJYFFoxHY0LZEA63g3anjdE1kHSJvtxHG2j44j7hVNLG9Jt90TVgTbDZbHjDXtaeX+Pei/dwup1E5iKibykZZGyMefCVByJH+VEey7BIrYqM4W61S3GzSPFRkYufuYjL7yL/II8kSaJYcjYi4vBcDlrFFqpbZfbyLIpT4fjWMXpfR3bIrH94nUAiQKfS4eX/7WVxSAMkSeL5v/k8S08vceO3btBv9EmfTROaCbF/bR9rbDH32BySIqEPdHIbOdqFNtpQQ1ZE59GoM8I0TMbGGIfbQf5BHlmRkRWZTrVDZDbC+ofXUb2qUFjNhChuF+lWu7RLbRafXCSxlCC9nsam2Ljx2zeIeWM4Eg4xjDppiD+zTUIbaAwaA7SBxsLlBfK5PJmzGcyQSafawT4Qi857L96jvFOmslUhFAzh9XgJq2GefezZqa18ypQpU94H/jS7F97puXYf7XJwdMDcmTmeuvKUKGj2K8zMznByfEI0GUVxKowGIx597REA8eU4ieWEcL5MJniCHkb9EavPr3Jw44BmQTh0TcPk4qcuklxNsvnKJvpAp1frEVuKifMGnEbOOVwO/HG/6PNTbHgjXlp6C/uMHZ/Lx9A1RG2qqB6Vhy8/5ODmAcbAwKE6uPUHtwgmg5z/xPnTCDabZCOxlODr/+Lrp+KaRq7B7OXZ04hZb9SL5JLQShrDzpDKfoVOqUMwGcQb9WJ32mkX24SSISybdbpIis5HObpzRGQ+QrvURrbLpM+kCaVDPPrGI2LzMe5+6S47r+2cvvbps2ki8xG2X9mmvFNGVmS0gUb9uM5YHxOZjeAOuFl/YR19pLN3dQ9b08b84/PEF+OYhonD5UBf1XnlX76CP+YXcXheJ4FUgOhslNhcjEF7wNXfuIpNthGZjRBfjouOCK8TQzOoHdVOndOdaoe9N/Zw+p3YbDYkSWLUH5FYSeAOuUUZuFOhP+oTWYyQezNH62oLm2QjOZfk/sv36Zf6PPfUczgkx1RsMmXKlCk/JnxnPO5bgpR8OU/8XBzFqTBwDvjHv/aP2TvYw+axEU/HGWtjAskAmTMZurUuek8nNhcjlA5x43duUD2sEp4Jn/78WnhYQBsKQWpiOUEgESC3kRM/z2cjjHojchs56sd1onNR4Yyp+nnzpTdxRV30mj0h6mz06JZF37Q/4Sc6F0Uf6qTtaY7vHDMxxexhPBpjs9to5BsUHhVo5ptCMOKwM+wORRdhyE230SW3kcOmCFfT1je2ONk4wTIttK7of/RGvMxenuXk/gm9Ro9AMkA4Gz51A406I/H7KjbufuEuhYeF09c3Mhvhub/xHMP2kMnrImLf4XIQnglT3Cqi9TQswxJLLa8T2S7TrXWxu+wgCfGN0+ekeSKiaxefWqRdalM7rOEOubHb7WgDjYObB8iyLGYvdhtOjxN/yo9DdbD2whr6QGdsiHSXo9tHLD21RHWvSrvUZu/NPap7VdwhN7Ii0yq0KO+UCSaC3HnzDr1Kj+O9Y6ILUbKXs6RWU4TSIUzDJJAMsPnyJns39/AH/JT2S6x96scnCnLKn0+mS6T3gdXVVdHPYprcvXsX0zSRZfl7fs+NGzdOH1+6dOnP+hKn/AjwncqfW7du8eVvfplep/d9I+6+M/f/259np7xD1+hy5aNX8Aa87DzcwRF2cOnTlwjGgswmZ+k2u+zf3ueDH/wgv/zzv8xkMmFzd5PShrCxf+4nPse1R9cA0LoadoddLEjG4kBis9kwdANpIpYm3oiXsTYmdSaF6lbZfm0bfaAj22V8ER/nPnGOu1+6y90v38UYGrTLbRKzCZYfX2Zim1DaLdFr9Nh6dQtv1IupmyLjvjOislfBGBosPr2ITRExZfpAx9RNWsUWG1/aILYUIzwbprJTobJXwR36lpJ2bGGOxcAi/zDPqDdi2B3SrrYxRgbDzlBEyKkOFp5aoJlroikanVqH/IO8GDCsJ8leyhJbiFF4VKBT7pA5n+E4fyziZIIuBq0B3Wr39KCYf5DHHRJ2a30oFjmNkwa1g5qwtqsK7VKbfr0vHDOqwu7ruzi9zj9yX31L2ezyurj34j1u/+5tkETpZnwxjmVaxJZiQvmzW+X47jGTyeS09Fsf6VT2Kyw8uUAz32Tr1S1u/OcbdKtdQMT/rX1ojeRakn6zTyAdwB1wozgUutUunpCwwTdyDcb6mJmzM2QvZNn8+ibNQpOTjRNcfhe9ag9JkRh1RjSOxdfKdpnRYITiUEgsJ3D5XULRJFs4nA4CsQC9Wg9toBGeC4seBdPCExSRiqP+iMhshHA2fDowUuwKxtCgelyl8KiA3W1n1B1x46UbxBfjuANuBvUBlf0Ko/qIWDhGypEi6o6yMr/CJz/+SR577LGpKmjKlClT/owwDIPbt2/z4h++yO7RrnDcLizxqY+LaJydvR2+8P/7ApbbQlEVxtoY28DGMxefeU8/cL+Tm/vrX/46eGBpbolMJsOXrn6JntXDoToIz4YZj0R0yWh3hD/pxxgaTCzhXg5nwrQrbQzNwBvyMplMSJ9JC9FIuY0v6iOcFfEu3oiXo6MjvGEvnqCHYXeIZYpI1vpRnUAygDEy6NV66ENduLtnwjijTiy3RSQSIZgOnjq1h82hGM48OGEynrDwxAKhTAhjaABgd4pY3MRKAtku4414QYLYYoxha8je1T0R1eJV6ZQ7HFw/EGrgiBe7akdWZCKzIjb48PahUNuallBFF0UfZSgTIpAMMGgO6DV6IhquOeD69esc3fojkdyln7x02u9YPahyeOMQa2Lhi/rEmWQxxsLjC9jddrxhr1gWDb5VLP6teF530A0SaHUNm2xjMpmIuJlMSJR+TybkH+Y5un2EK+DC7hLPZWiGUEQbJtH5KCcbJxxcP8Ab9RJKh8g/yHP06hGKqpA5myE+HyecCdNtdNm9ukv+oTjTtWNtGpUGlb0K7WKb8eUxwUiQoDeIQ3JwdvbsdPgzZcqUKT8mfGc87u6jXfLlPJc/epnhYMjD1x7ylWtf4dadWyguBXfQTTgbZqyN6VQ6TJiQWk9x8uCEdqmNO+RmrIk0kaM7R4w6Il6tXWoTnY+i2BXMsYmhGdhVO7HFGE6Pk5MHJ1iGxeLTi9hVu+j0TZl44h6cfiemYcIE3H43ydUkNskm3Lq9EcnlJE6fEGI0ThpgQavU4u4X7gLi3OJwO3AFXGh9jUa+QWolRTgbxu60cz9/n0dffwQTUL0qqldl5uIM5e0yw9aQ8ExYCGajPnq1HmNdnKecPietYgvTFL1K9aM6lb3K6WuZXEvykV/+CC6/S8T1jwxcPheWYSEhiUXM2MTld1HP1VFUBUVVsEyL2mENm80mlkVhN/16n8JmgYk1EX/WeAA1oFLfr5/2Y8fOxsR9vtxGH+p4w16Sa0mcXiFyDsVDdKtdFIdCIB447Zcea2MKjwr0aj2cASfpM2nmnpxDa2sMR0PwQmwhxvzj8/iiPurHdfxxPy6/SIsJpoMU7hXouXtcXL04jbGb8r4zXSK9DzidTj7wgQ/w2muv0e12uXHjBk8//fT3/J6vf/3rANhsNj796U//IC5zyo8Y7zbi7i3e6hD4dtaX1/n3//Hfk7iQYHtrm2F/iGEaLJxfoN/t45E8eC0vf+nn/xLXXrrGYxceO10+vfVv3DAMbt26xb/9D/+WptGkp/ewOW2Ylomu6SKKjQnD5pC5x+ZIrCTo1rsoqsj8RQJ/zM/s5VmGrSHFrSJjfYzqVFl8YpHmSZPkQpKFcwsMygPiy3Hsqp3tB9tsvrYpnsuu0Cq0cPlclHfLhGfC2F12OmUxdDF1k7nLc8SX4jRyDXHQ+lYpZbcmolm8IS92hx2Hx8HWq1sodoXYQgxJloRFutbj6NYRWl+julclmA4y/7gonj6+d4xlWHijXi5+6iIhTwhTEge+/euiwLp+XEeSJcp7ZXGIsIQl3RVwUdoq8eDFByTWEgw7Q+yqsH0bmoHdZSe2EMMdcp8uwjxhD8WtIstPL2MaJv1GH2MkvnY8FkqnR18Xyuns5SySLJG9kCWxlKB50qQXFAXbha0CkVkxoHL5Xey8vkN5u0wr3+LBSw9OF0iKQ2Hx6UXG2pjtV7cxDRN/3E8gGRBF05tF0mfTp/E4kiThDrqpHdWE+6g7IpwNY40tTh6d0Cq2cAW/1cPkd2KMDGy6iNdxh93CzWWDsS7i9yzLwhvy4gl4RC+BNsYm2+jWu4yNMWNtfNpr5Y/7icxH6Of6mCWTjtTBHJm0NltEYmIw1rzbpKt28Xl8fOTyR/jF//cv8uSTT04PcFOmTJnyA8IwDH77d3+bF197ESkokXwyiambbO5usv2/b/OZj3wGJNA1ndFwhGSTxDDA5oTJe/u97HY7n/7Upxn9zohXXnqFZrtJuVLmhZ9+gXPnzgGws7ODHtBJeVNIikSz2KTX7qGNNLxhL8PWEIfLgTbQiM3H6DV6HFw/wBfzYXfaaRVa5DZyxBfiqB6VVrGFL+bDGBoUt4pCcFHv4ov5YAKNXIPoQpTMhQy9wx6qodJqt7BMS5wtZAlDMzA0A6fPyYQJk/GExPkElmVhV0VcizsoxBxv9fhYAYt2qU04GxaLqb5OdC5KI9cgezGLNtSoHdZOI4RrxzVku4zW0zDHJjbZBhIsPLVA47jB0e0jupUu/Vaf0EyIUCqENJEIJoP4wj5apRaG2xBxcrWeeMElePIvP8mZj5xBdavEFmMgQTAVRFEVZIcsVLzf6pnyhDwEEgHsLruIvnPZ6dV6OFwORr0Rpm7Sa4rI3Ld6F2w2G1pfY+PLG2gDDcuyWHhygV69J5zOqgNf1Ef1sMpccI7UeopOpUMz30TragzaA2YvzeKP+YlkI4QSIeSGjGZqeEJCoHKycSJcWuUO8YU4AW+A5z70HLVSDa/k5Sdf+Mkfmx6QKVOmTJkCXo+Xe9fv8ej+I/q9Pntbe8xenEWxK3z+33yeh1cfohka2GDYGTJ3eY7shSwTa0L1oMruG7tiviBJ5O7nADDHJrIi4w15T3sTr3z2Co0TkbjSyrcYdUfCRTyRaOw1sDVteCIeyjtlsWixLLrVLs1CE+vYwh/3s/r8Kt1ql8RSAldARM7vX9+nUxW91d6Il/qRiGlzep0Mu0ORUON14PQ4yZzN0G/2ufelewy7QwzN4PjOMXaXiLLNnM+QXkvTKrXYfHkTJhBIB4jMRk6FIcPukOM7x3jDXhEXWxLnnNy93B+dGRALpGf/2rPIssygOcDyi4h/JECCdqmN0+ekcdIgvhzH0AwObx4SmYsQSAYoPCzQrXXFDMmtMndljlFvxFgf44/70YYaVskikArgi/no1/swAcWl4HA7qB3WkGwSoVSIwzuHOJyOU9Fv+lya6HyUXlVc76gz4onPPcFge0Cv36NttBkPxlhji8hMhNFohGVaROejJFYSHN44JLeRIzorIgktw6JX7bF2YY2/+df/5vQMMeV9Z7pEep/43Oc+x2uvvQbAv/pX/+p7LpF2dnZ4/fXXAXj++eeJxWI/kGuc8sOLYRinEXStdotgIMiFMxf49Kc+zcLmAhuPNsjn8tQ36yhRBdNhcv3WdTKpDJlMBlmWv6tDwDAMDo8PGepDLIfFaDIiX8xjd9sZPxqTSWZIzaQoPSwRjAQJz4T5wpe+8LZrWF9e5/D4kL3SHuFsmGwyy8bVDe586Y7Ixv+WWvT49jGmaTKZTITzoy1szKZu4gl6iC2JDF5fRAxjdt/cFYsECfShTmwphmZpFAtF2q02y08vs/zUMqPhCMWlUN4ps/fmHrJdZjwe44l4MDWT+lEdySax9PSSOED0NbS+ht7XObx5yMSckLmQofCwQLPYBAmMnHCxLDy9gDEQhdLD9hCnz4kn7MHutBOZjzBoDth9Y5e5K3PUj+qEZ8OYmonUkLBJNhSbwhOffoJv/IdvcOcP7mCNLXwxH4pTIXshK3oRWgPapTaqV6W0W6K8W2YiTZg5N0NsIcbM+RmcHifeqBdfTCh3QzMhdt/YhYnowNKHIjpnrI/pVrvYFBuZcxlahRaD1gCbbCO2ECOxlIAJGLrBsDtkwgRZFhZwh9vB/KV59q/u02/22X51m36zD4DD5WD9J9YZtUeiXPNMkEFnQL/Z5+j2EeGZMDbZRmI5IRTPE+i3+viiPka9Ed6IVyy66n2yl7JkL2bZu7ZHeaeMJ+hB9akoirh1vTUE88f9IvLmW39fpm6ij8QBV0JCUiR61R65jZxQdreGjPojPHYPNsVG/s08QXuQQDTAhccuEIlGWMuuMRlMmF+YJxKOcOHMhenwZ8qUKVPeJzY2Nnjz3pvEz8U5//R5XF4XAJ1Gh2tfvMbvvfh7ZGYz/IW/8Re+K87u2kvX2NjYOBW1/JfOSG99xhuGwZe+/CWOGkc8/rHHCYaDvPh7L1KoFHjw4AHBYJCROWLUHSE7ZAaVAaPuiEAygKIqaEMNmyJi0trlNpFs5PTen9vIMewOGbWFeliSJOq5Og63A5tswzItUmdS9Ot9agc1GrnG6fnIGBm0H7WR+zLqRGVUGqHLOuFsGHfAzbA9pFPusPP6Dvf/8D6jzojDm6K/0ZcQ54lOuUN6Lc3EnNA8aVI7rNGr9TAtsRBSHAoOl4Neo8eDlx4QTAeJL8c5unWEaZji3h0V7vBhe0i73MYT8qC6VCKz4qwDEMqGhEtpTogx9KGOJ+RhuDPk6m9ePR0GSTaJ1edWCc+EKWwWwAJtoOEOukk8maBXE0Xcpx2JsoSEhNPvRO8LJ5apm8gOmV69x7A9RPWp2J12nH4nzULzVJSz/+Y+Y2PM7GOzAPjjfpw+J91al2FnSHQuijbQOLp7hMvvwmaziTNDZ4jD7cDhEoOjYXWIc9lJeCaMo+pA1mXa3TaeoIdQOsT68+vsX9tn5fIKyYUkiUCCTz37qR/bTpApU6ZM+XHEMAwatQYPHj7g3LPnSGQTvPnmm1Rfr/Lif3iRXr9HbDlGcjXJvRfvoXrFMiM6H6VT6bD+kXX6jT5Ht47QhzqtYovZS7N4o15axRbVIxGX5ov4GHaGGLrBqDNi5/Ud0WXod6KMFUKOEIqhcOnpS0hRieZJk+N7x/hiPhaeWODgxgGWaXF44xBtoCFJEivPrYhElICLkwcntEotmidNWoUWvrgPWZZPewZdPhfdapeT+yc4PcLFUzuqUdmrUNgu4HQ7cc44Ke+UKW2WKO2UCCQCZC9lGbQHjA2RMuJ1i7NFtyaeq3HSQB/qQtD6bQuk+HKc9RfWcbgcyHYZ1SPcTaFMiJP7J3hjQkgamRdnsONbx7gCLrDByf0T8vfzaH2NxacXWXt+TSyo6j2cPifm2GT3jV3RIxX0cOYnzqD1hZgmthDDE/LQKrYobhXZfm2b0k6JYWuIJ+zBZrfh9rlJrQhxkcvvIrmaZOtrW9Sv13GoDtSJSm+/R3soIvdjSzHG4zGj7ohGrkHmXIbYQkz0XDf79Jo9yntlevUeyWBy6mSe8ueC6RLpfeIXf/EX+Yf/8B8yGAz49V//dX7lV36F8+fPv+PX/t2/+3dPH/+9v/f3flCXOOWHFMMw+P0/+H228ltEZ6OkZlO0Gi2+/M0vc3B4wGd/+rNcuHCB3/+D32d3dpeG0cARcDC2j3mw+4B6vc5sZva7OgQ2NjbYK+3x9IeepjlpYmHRb/ax6hbl3TIFVwG34mZ1bhXTNClXy9x+dJvE+QSp2RSVQoV/8P/8BxTKBRLZBP12n3A/zNoH1mjWmuzd3sPoGVR3q0ykCZ6YB1mVkSSJiTRh2B2K3ODmgEA6wKg3wmazoagK/rjIvNcHwoUyaA0gCHNPzVHZrbB5cxNX2EWz2CSUCTFzbobje8dsv7qNJEsEYgHIQj1XJ3UmRXQuyrA7pFVscXjrEH/Mz8qzK9hkmyiQ3K/SzDeJLYi+gpkLwpJtjk18MR/pc2lGnRH9Zp/jO8csPLGA0+ekU+6Qu5s7XTL5VT+1hzVaagtJkuhaIubN7hYFzopDIZwJM3d5jvzDPMbQIHUmxczFGU42Tig8Kgi7t9/JqCPy+S3TYv/aPrJdvHahTAhvxIukSHQrXfS+jmEY6H1dLFhsEv1mH9M0iS/HUd0qNllYtXu1HtX9KhISDpeD+FKcyGyE+nGdZqFJOCui4myyDRAFnx/+pQ8jKzLHd44Z6yKCsFVsodgV0Xf1rb6kbrWLP+FnrIu+h2F7SL/RZ9QZYXfZGfVGFB4V8IQ9mIYYbkUXo5iaSe2ohjEyGPVGKE5FqIAlGHVHWGOL2nGNwoMCkbkIu2/u0q12yT/I06v2+ND/+UPc/O2btIttRp0R3f0uQU+QwPmAWGDZTFKLKVwpF0ePjki70mhe7W3vn+kiacqUKVN+sGw82sByWyTmE6cLJAB/2E96Nc3mzU1S66m3LZDgu+N5380Z6Z2KsD/yqY/w6muvcufBHZq1Js1+k3azjTfpZdQV9y3Vq4qC62pXDESiXka9Ecd3jvHH/SKuV7bRq/Zwep089tnHkCThOM7dyeFwOZi5MIPDLfL88/fzyHahsrWrdgKOAJ3dDpIk7t16V8ez4OFk44TwTBhssP3aNtU90ZWQWEzgCrkobZdEp8JA5+T+CaZlYmrivmpX7WhDjcZxA1fIxdzlOUrbJRIrCQbtAfWjOr16D9kuM3NhBqffieyQsat2io+KFDYLIh43FWSsjzm6e4RNspE+m0bra8JVZRfq4MKDAu1qG8u0ALDJNtxBN56wB1/Mh9PvpF1qc3T3iJkzM0ysyelSaqyPGbQGyA6Z4lYR2SGEI6Zp0sg1WHl2hXA2TGWvgupVGXVGoiB8MObRy49Q3SqDzoC5x+YIxAPUD8WAJpQO0a11ObhxgD/pJ5AK0Cw0Obp9JCJ/JEm4qjIhfFEfqWwKuSvTrXRpnbRo1Bsc7B9gU2zYFBuuvovh3pBhc4jiULj99dv87Gd+djr4mTJlypQ/Z3w/QcmflI2NDTRF4/lPPk9H73D/xn1kp4zklBjLY2LLMdx+N4XNAr1mj9hcDH2gI0kSlmVhGRaZsxk8IY+4R8X9+KI+Nl7coLhZJLGUYPbSLNH5KPpAZ9Qe4Uv40Ic63XKXhDdBPBjH4XbQrXXpFDqkl9P0m318MR/LH1gWXcN2mdR6Six/cjXqx3V4DeKLcbrVLsbQwBfxoTgUvBEv3WqX8l6ZzLkM0dkow86QQEpE1lb2K/RbfRrHDaJzUbxB72nHkWyX2X1jF0/Iw+pzq0Tno7RKLVqFFsPWEFfQhU0W99LM+Qyj3oilZ5Z49ddfFS+oBJlzGexOO71GD8sUDqqxLhJGMucy5B/kyd3KEUgFcPqcjMdjmvkmg84Ah8sBQOZ8huRakupeFWsiXMnl3TL7b+4z7A3RBzq+qI/1D62jqArl7TLp9TS+uI9+o0+7KMQzgWQA1aNijS06lQ6esIfss1kMzWBQGeCP+ym+XmQ+M48/6scdcNOut5l4JrgcLuEMdyk4HU4y5zKUd8qcbJzgDriZmBOwQb/ep3XS4vLjlwnNhNjc3JwKUqa870yXSO8TiUSCv/W3/ha/9mu/hq7rfO5zn+MP/uAPOHv27OnXmKbJr/7qr/J7v/d7ALzwwgt85jOfeb8uecoPCe80/ABorf6RGhdgK7/FZ/6rz/CNl77B1ZeuCiWJx8XDmw+Jq3FeuPLC237ofasY0tF1sPXNLXRDZ2JOiC3E8Ef9NAtN9q/v47ScHB0dcZw/ZuX8Cm6Pm7u37vLS771Ez+qRejJFcj5JLVfj+OExuZMclz5+CdWrog00nH4nqfUUjXyD/av7JFeTuAIuKrsVSjslvGEv3phwq0xsEzrVjujOqfdQvSqyIjOZTHjyp54UQ4t0gfJ+mb0be5T3ykysCZc+c4nEWoL6YZ2TjROO7x5j6IZYVMxGkR3yabGyN+Rl/cPrKHbRM+QKulDdKs18Uyh8ZbHIGvVHLD65iDvoxhvyMmgP8IQ9XPuP17j/5fvElmKoXpX8gzztUpt0JI1NsjFmjOpR0b061tCifdg+HTA1C01mLsxQ2a9gjAzOfuwsqkdF62vIioysyJhj4bppFVpoIw1P0ENkNiJ6DkYGrWKLTqVDZadC66RFIBUQZZ2JANGFKIPWgLEuIt5apRZaV0TU+GN+ABxOB3aPndJ2ieRKksRygshshOM7x0IRPJFYfGaRVqHFpU9dotvoYowMnH4nvUaPYUd0LGl9jdhCjHaxDRIc3T5CcSgYIwMm0CqI66zn6rgDblSPSmothaKKJZExNIjORgnNiC6H0m6J/Eae49vHdIodgpmgiLqxLIadIRNrQu5ujsNbh6eW/s/+Pz5L/l6eYXeIzW4jk8rgc/pQVIVGsUHppIQvJQZZ558+j8fnQWtpXPnAlbe9f6aHtylTpkz5wdJqt1BUBbfH/V2/5gv5MCcmivrOP9Z8ezzvuzkjfWcRNsDC6gKvfuNVbr56E8kuiWHCbp9bv3eL1HoKd9BNM9+kdlRDH+hE5iKcbJwQTAeRFZn96/tiUPItV0tiJUHmbIZutYs1tkT/Y9hLej2NZVkc3TkSg5SzGQCsioXDciA5JDJnMpTrZfq3+rgMF/pAZ/Mbm7TLbQatAYnlBCvProguongAWZEZdoac3Dsht5FDH+pkzmVwBVwYA4PGcYPGSQO/5ufgxgH9el+4jxWZQCKAaZj44j7SZ9Ii3nds0sw38Ua89Nt9iltFyntlurUu3VqXYCqIK+QiMhMhmAoi2SR6jR6Vgwql7RKqT8Ub9eKP+1E9Kok1ca4whgbxRREj7PQ76df7SJIQqmTOZRh2hiiKOIsd3DgQzp+ZEJW9CvkHefqN/qnL+q2zljcqBl6Gz8DpdeIJeXCH3IRnw3TKHYLpILMXZ+lUO5R3ytQOhQjFFXDx+F98nE5ZnEtiCzEUXcHr8mIL2lAUhf37+xyfHJM+n0brabSLbVrFFrFMjGgiSmmrxMef/fhUfDJlypQpf854N4KSP+nn9sajDYLJIJVihd//j79Ps9NE9aiMjTGKqpC7m8MX8xGbjxGdjRJdjFLZrxBMB1FdKsbIoFlo0m/0KW4WRZzccZ1+S3QeP/bZxwimg9SOagRTQbIXs9z70j08AQ9nHzvLpDXBG/biCriwBW1sXN1g8mhCebeMP+pn+9VtRt0Ri08vklhIYJqiF8kcm+xd3yN3L4cr4GLm/AzBVJD4YlxEwNf6fO1/+xqFhwXC2TDGyBARwkwIz4rEkdnLs0yYELEizD8+j+yQqZ/Uke0ydqedCRMG7QHBZBAsOLxzSHQ2KuoLmkLAYmgGlb0Ksl0muhBl7rE5lp5e4vjuMZW9CpFShOhclMlkgjEyGOtj7Kqdbr1L/lGeYDKI3W3HF/Xx5M88SWWvwlgbI0kSvpiPXrXHzqs7hNIhZFXGptjolDs4XA48aQ/5R3kkJJKrSRafWqRb71Ldr9Jr9Fh8alHUGrgd4pykiXnM2BijdTVOHpwg35aJuCPEFmMiblcbcevNWyRWE+I1+1YFgjEyCCaDdKtd9t7cwx1yow90JpMJ1b0qNtPGz/yNn0HX9FNB1JQp7yfTJdL7yD/+x/+Yb3zjG1y9epX9/X0uXrzIpz/9ac6cOUOn0+HLX/4yR0eicDadTvMbv/Eb7/MVT/lh4J2GH/B2NS4gokMqBdwpN1l3lma1SbFYpHZSAwd8+r//9NsOT28VQw6sAZIlcbJ9wspzK8ItpAinyvkXztM+aPPKS6/Qb/XxSl6u37zOydEJltfiyk9cwRPyICERng2TXEvy5n96k1tfusXqs6sc3z8mvhzHG/USX4yTf5SnuFUULp1qVyw3zvppnjQJpUOMeiOYCDWrJ+zBG/bSsDfwhEQXzmgwYsIESZFw+pysPreK6lLp1ro4vU4SKwkkm8Tmy5uYhokrKPqGvBEvjVyDZqHJ0lNLOJwO6jmxcHIFXCSXk8w/MU/juMHJgxNG3RHLH1zGHXAjyzK9hohfeSv/92TjhNpRDVmWKdwvcPHxixhtA3dC/Lrm1ugP+ky6E3wxH56QB9khiw4kvwt9KOJqHG7H6eHLrtqxKTbcITej7ohhc4ilW6TPpFHd6mk/kN1p5+jWEd6Il/iS6F6wyTb6jT4HNw4IJEXWr9PnpFVoUcvX6Lf6SOckZEVm7BkzPBnCBFGG3RrgjXjxRX3C8eSQSawkCKaDtMotAskA/oSfYWvIeCSKJBeeXKCRa2DkDOonwu11fPOY5kkTV1DE9DARJZ2dSud04JU5m8HhcRBIBggmg5R2SsTmYwTmA7gDbtKraZqFJve+fI/8ozzhbJj02TQrH1wh+V8nkRURb3P/D+9zfOeY279zm/yDPHbVzsUnLhIIBBh1RqJUWzEoPiiiWRpXPnIFl9eFL+SjcFL4rvfP9PA2ZcqUKT9YgoEg++19Bv3Bd/1at9lFlmTG2vgdv/fb43m/3xnp9sZtHm0+YugZ8sbdNxhqQ5wOJwFfAMtjEU6GyW/mRbmzDUaDEd1Kl+pBFW/ES/ZClnqujtbXUN0qhc0Co/bo9Otj8zHS59L4oj5K2yXG2pjIbIROpUNyJXkqqGEC2fNZ4ktx3IYb3avj8rsobhepdCqUK2Wi2SjNYhNDM8heyhKdi1J4VMAf9wuhjTXBmlj4Ij5Mw2TYGxJfjnP+Y+fxJ/wiHqfQIpQNMZlMGBtjTN1EkiTy9/N0a13h9B5bxBfjOANOhu0h7pAbxa7QqYjun1a+xdxjc+gDnU65w7AzZFAfYLfbaRfbaCONfq1Pt9ElMhc5Ldwu75axu+xoPeFYcgfc+KI+FLsQmLwVB2waJqpHpVlokn+UB0BCYiANMOsms5dmkWySGL4E3YyNMc1Ck26tSzgbJr4cJ3M2Q6fSYayN0foa/oRfFGk/KuAOunG4RJxgp9JBsknMX5knNh+jXWqTPZ9lZnaG/mH/NFLHsBs4553MhGeIzkZxBVwEYgEefeMRqqmSWc3QzXX56c/89HSBNGXKlCl/zng3gpL3+vPedzqbrt24RrFepGf2CK2FWJlfQZIkbvz+DfKP8sxcmOGxzz5GOBvmm7/+TdEhaJPYv7ZPJBtBcSrUT+oc3z6muF0kvhAnsZKgXWoTmgmdCjKahSayQ8bpdYpeYMmLa+Ji7ByLzkCjR9fqojgVrv3Hazi9TkKpEKPuiNR6ipn1GXau7uDyuUitpkgsJ6gd1dh8eRPVowIietYf92MZFqpXJbmaZO/qHs18E8uycAfcBNNBTMPk/ov38UQ8NPNNEssJ9KGO1+1l+xvbJFYSIno/7CWUCQkHT1TMPUo7JbSuRr/VR3EouIIuBo0B2QtZHvvpx0AS4tan/6un+eKvfZHjO8cMm0PRJ6kZNHINyrtlVI9KaCbE+U+cZ9AQcXn6UCe5kiS3kUOWZXZf3yWSjdBv9dm/sU+r2BJikEobgG6tCxLEFmKobpXaUY3SdondN3Zxep2oXpVOuUNACeDwCIeT2TG5+htXicxGiMaiKH2FQEKcPQt7BcrtMopbYe6xOdGZfVDF0AwCiQCdauf0+opbRUzNZNgZYpNsJJNJ1i+sc7x//F195VOmvB9Ml0jvI6qq8vnPf56f//mf5ytf+QqmafL5z3+ez3/+82/7uitXrvCbv/mbpFKp9+lKp/wwUW/U0Yc6X/itL9Dv9fF4PSytLLF8ZvlUjTthAnboNDssX1h+WzTM7t1d3vjtN77LLhsMBGk1WgyHYqHgj/npNXr0233MsUk0HSW1lKJdbHPz5Zssry9jOkwe/+jj3Pm1O6TPp5k5M4M1sWgWmrhVN5nVDDPnZsjdyxFKhihuFUWsScJHt9zFE/aATShiJFmi8LCAwyXKGw3NIJgKYsPG/Zfu4/Q7qexVaFVaeONeHr76kHalTbfRFcrgkc7yM8vEFmNMJhOObx9TP67jDrpJriep7FUYdof06j1Sqylssg3VpYreHgnK22XG2pjMmQyWJaLm/HE/2YtZrv3Hayh2hX6jf1r03Cq2OLx5SL/Zp1PpMP/4PBN9gjwn4/F6GLQHyE4ZI2Bg99qRx6Ko2ibZWHpmiXa5jdbT6Nf72Bw2MRQam6LIWrJhaAYSEqOO6GXwRD34Ij7iy3GxwNHHIqO43iWQEjZyp9eJ4lCwKTb0oY4v4iOcEcupXq1Hp9xB7+pMxqKLajwaE1uM4U/4RSSeTeLO5+9wdPuID/61DzI2xiJWULKhelTWXljD0Azsqp1RWLh/Hn39Ec2TJqn1FKXtEp2qUPiYpkliIUG/2adb7TLqjehUOkwmE2JzMeondXwxH+1SW+QMO2z0aj3uf/U+4YyI7WEM9Xwd1a3ij/l56meeIn02DYBlWJiGGIb1632xdJNtuANuLly5QMAXYGJOcHgcyDEZf9pPuVKmslU57Z3rNrt4vJ7T94DX7+X2G7f5N//+3/yZxB5MmTJlypR35sKZC9zZvEP5sEwsEXtbJ1Jhu0AsFMM2sNGqt76rE+nb43nfEsS8E16/lz/8/B+yc7CDZ9nD/OPzeJweRp0Rx/ljsdjw2FEcCqZlMntxlvF4LJS0wKA1IDofJbYYI3cvR6vYolvpMmgK8cWzf/1Z9q7u4Y14kR0y0kjCF/UhO2SwiU5HJKjuV4ktxHD73MgNGXMiOiLtLjtj35jdm7v0633GxphAMkDqjHDtdqvd0+GOoipoA41+s4/NbhORuCOD5WeWRdm2JGFX7cQWYvhiPrxhL7WjGqZu0m/28Ua8RBeipFZTYhHWG9E4ahBdiKK6VeEk1g1sig27U7iVu9UuiqqITkKnE2NkYIwMtr+5zezFWYLJIJHZCP64X7i6vSrZC1nG+ph+s8/EmtCtiqLrtxxNkbkIY31Mp9whko1Q3ikzaA8oPCpgs9tEAbk5oZFrYJoiUrhdEeenxFKChSeEiCW6ECWYDJLbyOGNerGrdlaeW6GRa7D58iaD1gBfzIfqVTn7E2dxuB3CPVZskYgmUIaiK0of6rSHbexhO3JXpnZYQ/WouINu9KGICS7nyqiWynPnnpvG2E2ZMmXKH4M/86i5dyG6fS9LpMFgwP/8v/zPXH94HbvbTiAY4ObNm0y8E879xDniC3FCmRBaX+Pa717DH/ez+vwqyx9Yxmaz4U/5aeabXPjkBar7VSqHFfE6DA0G7QGRdIT4cpxBa8CoN8Icmzz62iO27dsgQXotLdy5agi/W9xjtb5Go9fAcluEM2HG2ph2qY0kSVT2K5i6KRY/lomERGo9JSLiAcWhkNvIoXpVHG6HuOdrBqZhog017C47Do+Dk40TUusp7A47jeMGD/7wAePx+HTu4A66GetjHn7tIa6Ai/UPryNJEo1cg5kLM/jiPvL386gelUA8wHHpmKNbRyTXk4CIv3/yLz9JciUpnDkHVUzNJL2epnJQobhdJP8oL2YmzT6BeACH24HT5jx1YhtDg2auyfJzQvDbq/dAgtzdHI2TBpPJhEAiwCQxES6vTJj5x+fpVDv0qj1K26XTtBZZkTn78bPINpmJOaHf7RNZjDDsDGmVWoz1MemZND67j06/gyvgolFpcFw8xuF24Iv6GBtjZi7O0Gv22Hlth8RyArvTTnG7SO2wxlgf06v1cLlcXP7wZRRdQbEr39VXPmXK+8V0ifQ+E41G+fKXv8xv/dZv8a//9b/m3r17VCoV4vE4Z8+e5Rd+4Rf42Z/9WRwOx/t9qVN+CDAMg8ODQ6qTKmefOkt6IU232eX6zesUTgr4fL7Tm8+tvVvMPz7/tgUSgK7pRJKR7zo8XThzgS+88gW2jrcoFUpc+tQlMmsZeq0euUc5rIFF9aCKU3YSDUZR7AqJhQT+sJ9Ou8NCYgGny0mvK7L1+53+/5+9PwtyLD3TM8HnnIMD4GDfAYcv8N1j89gyI5PJTO5LkVWsolQqsYtiWWm0zshkc1M3uhhr6zGbi76Q2ZhGbeoZU7fUraW0UMNikSySyUxmkswlcokMjwj38PDwHQ7Hvu/LAXDOXPwMMLOKW411T3EovGZ5keHhcDjcA+c/3/e+z0u/18cb9XKqn5LeSzPoDkjdT9Gtd1HtKrVcDU/Yw+zyLJWzCuXTMsn3kriCLmwuGxIS9XyddrWNaZpi2RFyoagKp/dFSWRkKYJqV6kX6ihWRSDp3BreGS9Wu+j5cfgdqDaV5aeWOd06pXJemTB2C4cFuvUujWKDmQ2BrGlX2ww6wiljjAz0nk7ptITm1VC6gvc7Ho7xz/lxBcTyZdgaMs6MMUcmql1F6kgcJ4/J1DO4Qi7cQbfoQjINwkth2pU2vriParaKTbPRyDUmxdrD/pBuvYvNbRMllft5bC4btqs2Dt84nHQMqDaVWrpGKBFCtsiYponNaaNZFAjAxI0E/Waf8FIYYyxSTOGlMCYmsZUYB28e0K130QIau9/fpXxaplloAvDq//gqnqgHi2qhlCyx9vwayJDfz1NJVTBNE4vNgmpXqaQqeGNeGvkG3ohXDK2CbuauzaF3dawOK418g92Xd1l6eolus4vW1DjdOsUYGjhDTkonJRwBhyjmbory8E61Q6vcQvNojEdjWqUWqlXFNE0KyYLoRtrL0ql1CC4IrI5z6MTj9WD32Ok1e/SVPt1KF5vfRmQhQuFxgVKphKZplFNlbj11C4DRcMTrL71Oq9VizbX2vwv2YKqppprq110/bTB0YVUMFfYO96g36ricLuwWO/pIp9lpTv7OrUu3+P7b3+cHmR8Qmgsx1sdkjjLIbZkv/sYXsagW3v3+u2IwFBDGl3KqzMbsxmSY/8QQ89P06N4jCo0CnrgH02ISX4rjDXnRdZ0j2xHJe0ly+zk0r4ZH8uDwOVBsCpWzCisfWkF1qJxvn4s0sUXBYrUw0kdYnVZufOEGocUQlbMKkiShuTWG/aFYPnR1HG4H2b0socUQo9EIf9SPy3DBENqNNhabhUq3Qr1Zp3JWIbYWAxkiSxHcEbdIa+tjxsMx3XoXX9xHv9nHF/Nx+OiQTl0MV4IJscQZdAcMe0M8EQ9qQxXpnLCH8XhMp94htBRCsYjuo+hKVHQq9XRGA4Hg7VQ7dGodqukqdpedeq4uCqGXwyTvJJEUCbvXzv0/u48xNkg9SPGJ/+MnBC6m1ARJvOZ6T8cT8dBtdNHcGoZh4Jv1sf/avsDYWMXrWM/WqaarBBeCJEIJDt88pJKqUDwu4gq4CC+HUVSF43eOGQ1GeCIelp5ewhcTqJ/qeZW5y3NYj6zk9/NYbBbcETe18xr9dh/fnI9n/uYzHL15JBLxARel0xIOwwFNGLlGIEF71KY1aBHTYnTqHWxOG6pVpVVsUelXAOjX+7zwGy/wj//RP56eC6aaaqqp/pL6/wVq7ucZSt6PwP1ln++/+H/+C27v3ebyC5cJxoI8uvcIXdYJz4YJr4SRFZnDdw+ppqs08g0cPgflZJn3vvYeNpcNu8tO7nGO1//169hcNsajMa6gi2ahSTVTRZZkZKssZgqDIebYZP7qPJpHo1lsUk1XMQoGcl9m2B/Sq/doGS16Ro/5xXnRz/M4h8PnILQQ4nznnHa1zag/otaqMXdlDk/YM+l0fGJWtagWWkWB3e3UOiiqML12qh0xz5Aluo0uzVKT7KMsFquFy5++TCgR4t6f3qOaEkuazKMMK8+uYHPY8M/66Ta6HLx+QHAhiDE2SD9Mc7Z1RvGkiDk2yexkePr3np7g+Y2xMPDa3XZqmRqZ3Qz9Vp/oRpRBc4CsyGgejaVbSxN6Tbfexe6xiz5Fi8LhG4d4Y17atTaVswqtcgtZkUlcTzAejUndS+H0ObFqVlRN5cLHLvDen7xH4aSAM+Bk+Zllyskyw86Q4IUgdo+d/H6edrkt5kEdnehMlHgsPvm6p49OKVQLLFxboF1p4/A6qJxV8Mf9rH5oleyjLPmjPKPeiPSjNC6/MLlYrBZuffEWo9aIxGriLxiipprqr1LTJdKvgCRJ4vd+7/f4vd/7vb/qpzLV/59rZ2cHxamQmE+wdGnpJ07d1Sbvfudd5I7M3/v9vwfAt3/wbRauLnzg85vVJuVUmbULazQajcmfD4dDRqMRj+484rB0iOJU6LYEUka1qqxdW6NdaqMMFWYXZ8EJd/fuYrWJ5adFsdCutieIEsM0GOkjxsaY5P0kqkPFGRYJpGq6KgYMJnjjXuY25xh0BrQqLS594hLtWpv0TprxaIx5RZQu+2Z9zF+Zp1PrAJB7nMMdcZO4mUCxKFSzVYbDIYPOAHfIjebTcIVdtIotco9z1PN19K5OMVlEkqUJAm6oD2kUGsTWYrQrbcHRtUhYHVbKJ2WalSaesIf5a/OUz8pEViJUM1X6zT6rz61id9k5efcEY2zQyDbQdA1FUejrfaSYxGxQdBJUzsVBxhV0ATBoi+cpyRLG2KDX6JHcEkMZTDAMA0zoNXp0a108Mx5kRSyJBp0BiqqgWBVMw8TqsIrDWq1Lry26GJ58T3a3HVmWMcYGsixz7beuTboEeh2BvRkNR7SLbdql9mSBBGBRLfRbfRLXEzRLTYb9IQ9ffsh4IFxNmlccajvVDo9/9JhatkYlVcEVctEsNgkthrA77XhCHrKPs5zeOaXf6oMEqk0ltBSikWsQSoSEM7k/YuWZFcJLYVolETHPPMqw/d1tKmcVnEEn59vnzGzMUEkJlJA37qV0UiKyEsET8WB1WOlrAnEoW2RGnhFWqxWn00k1V6WRbTAcDHnj22+gqRqRUASrS6Sm7r19j3wxzxe//EWuXL0yeR2mXUlTTTXVVL+cftpgqFKs8M//53+OzWHjmY8/Qzge5vWXXidfzLN6cZWnbj1Fs97klXdfYSW6wt/70t/j1R++ytGdI8yxyYWlC3zu9z83ef/d2dnhwc4D7t65S71Rx+10U/fU2dnZYXNzk82Lm7z45ovU1+u4fW4ymQyZXIZyocwPX/4hbr+buStz9PU++2/sE5wP4vQ5qaVr5I5zVHNVLqxdoHq/SqcuDAqmaZLZzRBZjWCOTU7unFA5q2AaJrF1sWzQfAJNa3VYKZ2WcAadGGNxFrLYLISWQuT2c1TOKsiKTDVdxeq1YvQNhsMhfVefTvbHhc4BJzMXRELIGXSiqAr9dh/Nq6F5NdrVNr6Yj269y4PvPqBT6WBz2FBtKpjgCriwOqx0a10sdgvqQKVdaYtBUKFJ/EKcmY0ZhgPRMeCJemiVW+T2c3QbXYFceXhOPVMXwxlVQdVUFFXB4XXgCrlol9vc/ne3wRQ/e3fYLToNB0N6jR6hRAhv1Ev5tIzNZUPv6ow8I6JrUYHNDbgIzAaQFInke0n67T7xS3Euf+Yyp3dOBeLOYWPjIxs4/U5MTIpHRbwRL96Yl8JhAbvHjqzKxC/EJ7i81Q+vkt5Jc3bvjEa+Qem0hDfqZe7yHGdbZ+h9nVaphdPrRNVUDM1gNBoJF/CgTs/soXk1TMkUA6yVqBj42Cz0233a5TYem4ePfeRjAGxtbf3v5qSfaqqppvp103A45Ktf/Srfvf1dVm6sMJAHWDQL1565Rmu99Ze+5/pZiSaP0/MzDSW/KPHx/sesVCvsPdzj9tZtnCEnjRcbSBYJLaQRSASwu+30230O3zqknCwz6AzwzfiIbcTwx8UyJbOboVEQiLrQYghjbNCutimflRm0B4QXwnRbXdGL3B4QXY2y+twq8YtxjLEhupPOa3QaHRiIFJHu0mkVWlgdVlIPUpSTZUonJVwB0Uc4tznHzos77P1wj9BiCE9EIG6fJKXLqTIOv4N2vY3L50Lv6aLzpy8oJJndDKZpEr8g8LzlszLD/pDEjQSzl2c5eecEq8s6Qb/1Gj28MS+1TA1v1MvyrWUq58IIUjmrsP/6Pq1iC9MQhwZf3Mf6R9bJ7GSopCqij3E8xsTk4csPkSSJxacWxbKo2iUQDyBbZMIrYSSkSaJ5YXaBnrtHt9nF0A2Sd5NU09WJCXXu6pww3zS6zF+bp5FvMNSHgn5jt2Jz2EjdT7H09BLtahtkqOfqxNZj2F12rJqVVrElehxrHWKrMYbGELNpMrQOSR+lcfgcOLwOuo0urpCL0WDEwZsHomvcaUVza1RqFYyRIYwpdhWLauHR64+Yn5/HseLg3e+/+wFD1FRT/VVqukSaaqpfI+3s7bBxcwPFoXC6d4or4MLhdNDtdNENHdfINbn4xDwx3vv+e3SbXdx+N61ai3KqzGx0FrfbjaMvyqvfP/TRYhpPXX2KcrVMclssf5bWl7DarWKR0Bwi2SU++5nPUq6UOXhwgNVlJTwb5mz7jMiacHeOh2MGnYFApDT7bP7GJjMbM3QbXSRFLE6Sd5MiNj0YUzot0W12sV6zsnhzEUVVyOxm2PjIBsn3kmJQYJGRLTLxS3FSd1OodpXRSCBSJCSaxSZ6R2fh6gLDnkCwuIIuBr0B2b0skiQWNCvPrtBr9GhkGizdEqmYfqePalM53zknvZvGE/FgsVmwWMVbqCfsIXU/RXIriUW1iOWLPmLnezsYY4PAQkDw9nWZ9lmbYrvI+vV19J5O/GKcwEKA7e9sU0qWkEyJ0kkJm8uG0+vEHXITWYmQe5zj8Q8f4wl78Ma9VM+r4lClSLiD7okLaHZzFl/Mh1UT0fPz7XNaJdFD0N/v0yw06TfF9yPLMqqmkn6YFq9FZ8B4KFzIVruVq791lcc/fMzeq3tUU9XJ79ni04ts/sYmtUxNIPb0Mfuv7xNbj7H+4XUqqQqZhwKdMxwM6da6nN45xWK10Gv0sDvtmKZJOVlmPB6T38/TKDQIL4Xxz/rRPBrJrSTl0zK1jCgh3fzsJppHLNyMkSH6GwYjYhsx4ZjqDcnuZfnWf/8tIisRLn/6soiZ1zos3lxk7bk1yqky/WafYq2IZ9MDJcTHryxiHBrcffcurUILs2eysLyA7JL52n/6Gp1Kh0KqwMrNFVweF+PxGEVRgGlX0lRTTTXVL6uf1kGgD3Q8cx68M14i8wLVYvVZ+exvfJZyvozVaeXmxZuThf3a6hr/7f/lv/2ZX2Nzc5PT5CneqJeVWyuTRNITB/PnP/d5TpOnvP3S2zSGDfr0GRkjMo8y1Kt16u066ozK5WcvI5kSxbMi1VSVZr6JalUnAxuH10EpWSK6GmXuytwEndqutRn2h0TXolhsFhSrQnZPGCXmrszh8DowxyZHt49QVIVmsTnpFwrMBgjEAxy+c0gpWaJ3qUfIHUJ36gwbQ9FXKEtc+/w1nAEn2cdZKmcVrJoYdLhDAseW2k6x9c0t2pU2pmGy/MwysiKu95XzCv5ZP3aPHavDyqA1oJwUKe9+pw9A4qkEDp8D1a7SLDUZdAYE5gOUTksc3j4kvZtGVVXsHjt2tx13WJheHF4HlfMKx+8eUzwsTn4mFz5xQZzx6l08UY9YGnV0ZFXGMA2RHuqPUO0qhcOCSHa7NRJPJbCoFtGvuJ+lU+nw4M8eUDwu0sg3WHxqEXfYTafWQe/qNPINEtcThJfDdBtd9K4unMhuOxIS+6/tE1mJYBoiuW6MDJx+J9d/6zqusIv0TppOtUN6J41FteDwOggsB+j1ezx49wEDU3QpjQYjDl4/YObCDCvPrnD89jHKSCEQD9BINbjxsRt87/b3+C9f+y94414ii5Fpenmqqaaa6hfoyczhG698g8jlCPGLcbqdLrtHu1QqFa5evfqXuucaDof8yZ/+CW9vv43hMLDYLJw0Trj/+D5RV5RRfUR9/ecjcH/Wc9zP7OOP+0nVU2ydbhG6EmJ2Y5axPuZs94zifpHxcIzVbWX7xW06tQ52j53gYhCX3yX6js4r+GZ8xC/HcfqdLNxYQLEo1HN1/HG/wKq+e0K30WX2wiwWu4XyWZnNz27iiXoonhYpnZYEfn4ljDkykasypXqJ3I9ywtBRbaMoCg6/g5VnV3CHRXLZGAvySfW8Sqfawe6yk7iewBgb1I/rtEotwsth0jtpBi2x+PJEPFh9Vob9IZ6oB1mWyTzMICkSY32MVbPiDDhJ3ReVAZHVCJIkiQqAmAdXQCyo0rtp/HE/Dq9DdCu9dUwz/xOjanQ1ykf//kdxB904A04KxwWBd/NrZB9m6da6xC/FCcwFON8+x6bZmNuco5qpord1gosCfWuxWji7d4Yv7kMdqOTP8lTPhVnZ6rCy+ZlNTEzGQ4HCja3HSO+m2X9tH2/ES/G4iGmaBOYDJG4mCMwHaOQanG+f8/Dlh7hCLkzDRB/odM+7yIpMMBHEmrCSeifF9pvbzF6aFb83gyGhRIhqqkriZkL8/JMVYQhudJFlmcWnFpFlmWahSbfeRa/o3Fq9RcKR4NrmtakBZapfGU2XSFNN9WukJ9HsxGqCYCZIJpehUW+gaRpXL1/FKBqTi89X/puv8G+/9m9pnjU5evuIdqeN2+PGalo5e3TGH/6NPwTE0GfvfI+5y3M8OHjAjHeGpzef5uGbD0nfTzOuj4nORdGrOuXDMp/8zU9y48YNAP7jt/4j/VKfi1cvUvhWgTv/5Q6xCzEki0S73ObwrUMiqxHCywKnNugMiK3FaJVbE2evaleZvz4PBhRPirDHpBi5UWjQ7/RRbAqYMLM2A2OoBqo4g07alTa9Rg9X0CW49ZqNRqFBaEng3c4fnFM+K+OP+9G8GoHZAKpd5eFLD/HN+UR/kCRjd9mJrkaRFIniQZFKqoJqV3H6nAx7YrBz9XNXaVfapB6ksDkFZs7qsHLpU5fQXAK31ql1GEpDOqkOB28e4A656VQ7aF4N1aZSOikxHo3pt0XRpTsohiPD/pCFawucvHNCPV8nf5ynVWwRmAuw9vwaNqeNbr3L9ne3efi9h5P+Igyo5+sTZ7BpmpimyXg0pl6oI6syEhLtapvYRgyH30G/2Z+4hSyqhbtfu0s1LRZIkiyx+uFVnvv95wguBskf5snv51n67SXu/uldRvqI5FaSYX9IaCmEalOp5+robZ3cYY7QfAgAiyYOwYqi4PQ7mb8qOg2ufO4KnrBHOLFlmeVnlxn2hmQeZahmqlidVuFMliUqyYpw//540LPy2RWMkcHjHz3GYhPLM82jYbWKsmxHwIGz5aTj79AoNDh69wjDNBg0ByQ9SXKPcug9nc98+TNsrG3QLrR58Zsvoks67pAbd8TN/IV59k72qNVqXL169SeLpL8k9mCqqaaa6r9G/bQOguPDY+LrcVxBF5lchmq6SmghRGQ+Ql/vk8llWFhY+KUX9r+oLHvp8RK/89u/Q/+rfb7xyjcIzYWoFWv4wj5uLd7i/OwcQzJInaZQZbEo8Xg9jNQR9Wodi2ohuBAUfUeF1iTx4p/1E5gLAGB32vHGvNSzdUbDEa6wGOS0yi00r8bKh1c4ffeU4kmRcrIs+gyW48TiMTqVjuhAqHepFWtINgmXx4Xe1Ckdl5BVGWTI7AqjRv4gL5LX1xLYnDYkWSyzmsUmvhkfFpsFX9wnULz1NjaHjeN3jvFGvdg9dnL7OU7vnDIajAgthWgVWzQyDWRJZunWEtG1KEdvHgmndLFBr9Fj8alFfDM+mgVRBD0cDJFkCX/cz9FbRx9YIK0+t8rH/8HHSe+kKR4XkRVZXJN9DuxuO4qicPdP71I5r9Br9nCFhEs6tBii1+jRb/fR+zr9dp/gfBCrJjoFOrUOvVoPvatjGubESdxr9yidlpBkiXq2juYR56vZK7OkHqTIH+ZpV9q4/C7cETGg6ja6eGe8OP1O2sU21XaV5FYSb8yLoirYnDaOHhyBBLF+DIfPgWyR6bf6JO8m0bu6OJNmGwQDQf7gH/4B23e22drZ4oufmaaXp5pqqql+np4ke771nW+xm9xlaBkSngsTiAQIySF60R6ne6cEM8G/1D3XvXv3+N4b3yNyOUJ0MTox1haSBR5vP2Z9bp1v/4dvTxZMo8EIuSvzoasf+pmJj/efMfKZPOVGmcSNBIGVAJJFAgkuRC5wvn1Ofj9Pbj/HWB8ze3kWZ8BJfCOOpEhs/ekWzXKTZqHJoD1g7tocsiKjWBVxnbTIOH1O7C47ek/n6b/5NCfvnmAaJrIiY1EtZB5mqGVqzGyIXkRbwEbP3mPx0iIHPzpg9+VdfHEfiZsJIsuik8nmtGGaJlt/soUnLLqTTt895Xz7XKSKbSq9Zg9jJLqFx/qYVrlFLVcjthYjshxh6dYSK8+uUM/XqWfrlE5LtCttxvqYQXsg0kYxLxISvrhPnC8WQlTTVRLXE/TbfbqNLsPCkP3X9jl883Dy+i4/u8xH/+5H6da6oicS0Tf59n9+G1fIxemdU2YvzRJZieAOuykcFYShNipMNIXjAks3l3D6nXTqHUb6iPROmm6jy6A9QFIkZIuML+YjMBcguBSk3+wz1kX3pDvkBomJQSZ+Kc7JOydYrBZCiRCaW2PQHdAqtcgf5MXnGSaRlQjzm/MUT4tk97JU01VUu8rcpkg6VVIVlp5eotfscXbvDO+MF4fPwaA7QO/p+OI+LKpFGF+cdujC3/7Dv80/+Sf/ZLo4mupXTtMl0lRT/RrpCet/WVlmYWGBhYWf4Oq23trC5rdN/v/mzZskz5J88+VvYrgMlm4soVgViudFmsUm/+4//Dtee+s13r79NiP/iOPuMY1uA2fbSVSLsvLMCtYdK8PKkFK1ROo0hcvmotlqsrOzw5UrV3gh/QL7mX3W5tewf9HOt/7kW2x9cwvFqmB327E5bPhiPrKPsmgeTaDb1J7AgUQ8aB6Np//G06hWlUF3IBIq95KC8z/jQ2/rdCodxsMx85vzODwOlLEyOQTJiozDI5jDwfkgt/7GLfrtvoiTtwT2zRgZjAYjaukajWyDVqVFp9Zh6aklRvoI/7yf2YuztCttikdF3BE3MxdnRPl0o0PppESn1kHzaMyszyBbZOE+7inMr82jWBTa1bbgGw/H2Jw2withGjmRvKnnBOdf7+n0O33mr87TLDY53z4Xh0mLgmEa9Bt9JEkSLN9yG2fASeKpBJIk0a13hdPHJt7SbU4bNqf4WY+GI/KHeTq1DpGVyOTj5w/OMUbCheQOuek1xeveKDaQFAnTNPkPf/QfJgskRVW4+vmrrDy7gt1nR5JFpwOAYlXwz/mppqrICXmy2NK7Or6Yj/jFOPe+eY+ZC4I9XTgq4Aq4mLsyx7A/pJ6rY3PaCCaC6B2ddq1NLVMjshzBPmdn0BswaA9o5BuodpVOtTNB5ek9ndhGDM2rTRjLgXlRHhqKhfAMPfQqPRoF8X1JSCw/vUxuP8fx7WN69R4MoZ6pE1+ME41HKSQLnJ+fE1mPcO3T1+h0Ouy8vEO/12fz2U3OHp8RzAQn/76mRZdTTTXVVL9YP62DoNPuEF+Kozk1GvXG5P8BHE4HjfpP0Lq+gI9MKvNzEWG/bFn2iBGf/uKncTgd3Ll7h+ufvE6322X4wyGZZAbfrA99qGO1WAWu5KBFKVkivBrm6K0jqukqzoDAqDXzTQpHBWYvzRJcCIoexh8vkKqpKgtXFxi0B9TzdZqlJjanjVa5JRC7QTden5d4ME51t8qDrQcEEgEWby4SXg5TTVdJvpfEE/bgm/NROChw7+v38M36cIfdlE5L5PfzODwOvDNejt86xjAM4pfixC/EaRTE6zdzYYbTrVOGfbHwSW2naBVFAn1mfYaNj2zg8DvIPs5SPa9ia9rIH+bp1rsMe0PmNudwZpzofZ1moUnmYYbE9YQwpMgyvriPl/+Hlzl++3jymq9/dJ2VZ1fEWWrOT/qRcPgu3lxkqAtDTS1TY/7aPMZYdCGFF8JY7BZa5RaY4PA7sKgW3AE3skVGUiT8c37GxpjCYYH61+tYrBZUq4qERK/ZQ/NohBIhCscFzrfPCS4EJx0H4/KY+avzXPz4RQpHBYrHRc53zjExUVAIWAP4rvrIFDKkHqREL5RdRe/pXP7MZZaeWhJF3R3RT7nz/Z0Jfmd2aZaoO8rL33qZu2/dxRq2kjxPcvHyxWl6eaqppprqz2k4HLK1tcUf/+c/Jt/M0+w2Wby+SLvaJplM4o14mZ2bRXNpuALCaGIzbL/0Pdf3Xv4ekk/iyrNXPtABHY6GKaQKPNh+QGguRL/XR5IlTMPELtsnGNafpvefMd545Q2a/Sa+VR+aTwNZGC5pwng0ZqgPaRVb2Bw2PFEPzUKTRqFBNVMVaPn1GHOX50g/TOMOummWRAKl3+jTqrTwhEV/oVWz4vQ7mbs8x/Hbxwz1Ied3z1HqCnMX5wgthzAMg1axRbPcFNSPHyeFEzcTxC/GMQ2TZqlJ0BbExMTqFBSZmQsznD84J/0oTafSwTvjFeliJIqnRWxOGyvPrqDaxXKp1+gJHL4io5QVPFEP+QNxVrC77KQepBgNRsJ8++OEcq/RI7YW4/TeKYe3D7G5bMTWY9z/s/sc3T6avLahpRBXP38Vd8jNsD+cpLhtLhsW1UL6QRpjbOCNebG77BhjYzLv6Na6xNZjlFNljt4W3YZ6V6ewX6BT7WCxC2yw3WUn+zhLfD1O7jBH7jAnTDhumzCD5Bt0yh3S3TRrz60xHAzxxcWsyjfjw+oQZ0IAX8SHy3QRmAvQkluomkrhoIDFJsxGY32MJEtEViMTo3EoIfo8D18/FHUKfR2Hz0GzKH720UQUc2QSd8f5oz/6o+kCaapfSU2XSFNN9Wuk97P+f140+4njZ3dvl2qzysLSAlarlUgwgtfhpTHbILmbpHHUIFlNMr88T2BeINlSBykiiQizS7O0ai3Oc+eEI2GWfctcvXyVoW34AWzM0uMlceAiRMQawZw1ufjJi+g9nXapTXQtiifioXBSEMXNXV0UMrvtIMF4OEZCQu/qqHYVd8hN8bjI+gvrJG4k8Ea93P3WXbrNruD117pUc1Xq5TreuJf4RpzcQY65y3M4A85JXPmJ08bmtPHgOw8ILYaIXYoRWgqR3k2L8udiE82j0a11aZfFImjlmRWGgyGNvDgERlejWKwCbTccDCmdlAi4AvjcPpwWJ2bDRLKLKHez2ETVVMKLYUYDMVQxDAPNo5F9nMXmsFE6KSErskjcWCT6jT6NQoNyqiw4vPk6xthg5dkVJCQG7QGaT2M0GDGzMYN/1o874kaxKNiddtwRN/1WX3QsZKr0W31mr8xiGKLE0ua00W/3qaQqzG+Kgk6bw8ab/+ZN2uU2INjKf+3/+tdo5BvY3DaBwbOJIm7DMCbdS91qF+sl68QR7PSKnqtGrkFoMUSz2CS6FiWyGqF8Wib7OCs4zpkagbkAZ++d0SyKXq5hf0hwMSgWZxEvtWxNLOisFmqZGopFQbJIzG3OEUqE6Lf71NI1VLuKaZg4rA76J33sDju2sY3TH50yUkaMBiMcHgftSlv0QY0M3Jqb+qjO3OIc2b0spUoJHZ2Z9Rk8IQ/esJfWlRapoxRLl5cmNzILCwvTosuppppqql9Cw+GQerXO9je2CUaDOF1OVtZWsGt2WrUWpmyiaRpOl5NWrQVAt9NF034y+KkUK5yentKj9zPLtn/Zsuwnf2/v4R6hhRCegAeX10UkFiF1kCK3n0PzarQqLeyanVq6RrPcFEMLlw1v3EtgNoBpmCzeWqSSEkmabqOL0lEoHhfpd/r0Wj0KRwXmN+dRbApnd8/IH+YZ9oYsXF/A5XXx1OZTDFoDQrMhDItBtVclth4jsCCSTU+QLyfvnGB32fFEPQQXgoz0Ee1Km0ahQep+Cmlbot/ps/HRDXr1Hs6gE0fAQfm0jCRJJK4mKKcEJrZT61A+KxNbj/GRv/8RevUelaRIARuGQXonTemkRHAhSGwjJswqiiQ6niod8gd5mqUmHtmDO+TmR//Tj0jdTwFiiOaf9WMaJu2ywPs1C036jT6yKjMejjm9c4qiKsTWYsQ2YrRKItUVmA8QX4lPlm61TI1WuUVwIYgr5CK0GKLf6lM9r+KNelGtKuHlMFaHlf039jl/cI5qU/HN+Fh/fp3z7XOahSaVVAVZlScdB6Zhitcy5KGcKpPdyrIQX8Dsm1isFqSGhCvg4urnrqLaVbZf2mbUH2GMDSQkrE4r8Y04+aM8VqfoVkzvpuk1ejjCDuwhO955L9lKlu3t7Wl6eaqppprqfXqChXv17VepmlWe/evP8vb330ZxK0S9UYqZItlcFqfLSSAQwOF0kE1lsfVsv/Q919HZEbFbsQ8skAA0l4aBQaFT4B/8nX/wF2YmT9Kim5ubH+g+ajVavHfvPcLLYXLZHPfevcfYO8YT9CBbZBSbgsVq4fS9UwqHBYyRuMeXJInKWYVhf0g1U6VVaOH0O7E6rdSyNfSuTilZolPtTJBo3pgXd8TN6Z1TCkcFyskysiwSSufvnLNxeQMtpOGP+JFcEja36D00RgYmJrGLMYqnRTxhD5jgDDhpZBsUj4soqoLVaWWUGVFJVnAFXTh9oqdRsSqkH6Yxxyah5RDhxTCqXSV+IY5kEVjYs60zXAGBwW+WmjSLTfxxP/PX5hkNRiKhlK/jCrnEfXbITafR4fKnLvPgOw9IPUjx8HsPqWVqk9d9+dllgokgp3dOsbvt6B190hW19sIapmHS3+3jiXhQNRW7y44kSTj9TlqlFuWzMg6fg/iFOJVUhXKyTD1bp1Fq4JvxsfT0EoHZAJm9DDaHDUfAQXgxzPnOOY1Cg6AtSDVVJXk3icPnwB12Y3VYkSSJ6FqU/H6e7e9t4/ILJN+wPcRluCbX/1FrROZxBlMymbs6R6vYwjvjpZau4Z/zs/j0IoWjAvnDPP12n3qhjupQcfgdxC/GSd1Pobd1ZvwzLC8vM+OYweFw/G/yb22qqf631nSJNNVUv0Z60gXw7vffFS6ZH3cBlFPlSRnf+1m+mVaGyx+9zOzaLO1qm263y0gZsfmhTZqVJpnTDIubi3hiHqxuK8tzy4yGIx784AHNQpPzw3Oq+Sqr11ZZSaxw9epVAPace3z961/nrXffmhRZX7hwgXfeeodioUi/2adZbNIsN6mX6qx+eHWCKMGEflssTmRJ5v637iNbZAA0ryb6jGSZXqPHvW/fY9gXuLNmvsnMxRliqzESNxKc3D0hs5OhX+8zaA+QLTLZvSwW1YLNbcPusqM5NRiLkumbX7hJZDVCr9Gb/P0nhynFqtBr9Zi5MIPm0VAGYkCkuTSu//Z1mvkmj3/0mPBymOd+4zkq+xW6ta5wvlgsDIdi6dQsCbxMNV0FicnhxGKxkH2UZTQc4Yv72HhhA7vbTi1To3pexRlyiqGGJBFeDgtEi1tD7+jY3DZsLoHpW3p6SbiiC00Rf+/q9Bt9AnMBgXxBlHyvPLOC5tX4xv/tG5xtnU3i84WjAr5ZHwCqXThfLDYLGx/dwD/rp11p06608cf99Jo96vk6To+T0WCEMTQY6kMcHgdWhxXVqqL5NYyRQa/VI7Ic4eTOCd1qV5RjjsSiSe/o6F2dzKMM6YdpvDFRih1ZjpC4nmA8HOP0Ovnhv/ohreKP0UFuO4vXF6nlRDlnZCmCZJHI7map5+v0cj2WV5fp633MsYniVjDGBuf3z1EsCnpPxx/zUz2pEvKGoAEBW4DCYYFKtcLsjVmMpoHFbaFcKWMOTZYuLTFsD3n7O2+zsLqAOTCxGbYP/NuaaqqppprqL+rJuaM+qIMTgitB9IHOnbt3kPoS3WKXwFyAZ24+g1/zc+fuHYozRdrVNpdXLwNisPPwnYdYndafiarb2dmZJLJ/murVOk6nk62tLR7tPeLdR+/SbDa59qlrGGMDWZHx+DxceuES5UyZ/HGearrK/No80Zkoh8YhVqeV6799ncpZBaffSaPYIL2TRvOKNHX+ME8lWWE8HPP8334eq83Kg+8+ILWdYvbiLIqqMB6ORf+fW8Pn9tHv9VEcCm6/G2/VS+6h6DIY6SMsNgvplB8BAAEAAElEQVQBb4BGvkG71mbpljAyOP1O9J6OrMh0qh1q2RqhRIhgICh6DlJV9K5ObD1Gv9kntZ3C7rQz1scoFkVgXSSJlWdXqCardJviZ2Bz2wgthtj7wR7Ju0lCiRCD9oDRYCRMFVGv4PqfV7G5bMxdmaNT7eCJegCRWr7wiQtUU1XRrZCrc/dP7mJz2eh3+qw9t8bs5VkkRWI0GKFYRf+DzWFj2BvSb/QpnhQZ6SNy+zkqpxUCCwFiGzEG3QGmaVLLCMPIxZsXKR4XUTUVV9DFpU9cYufFHTK7GawOK5hgGqZAylybw2a3ofd1gdqZEag6xapw7ZPXGKaHpO6l0Ps6rhkXtpgNZaxMUHozyzPkj/IUDgo4/A6sdqs4B2XrWB1WGqMGvXaP+FNxBvIAWZWRZZmFtQXytfw0vTzVVFNN9WMNh0O++tWv8o1XvkGz28QddmOMDKKzUVRVxRl24m66Odk6oZVvsXFpg6PdI+ondf76p/46Fy5c+LmJ5CcyxyZjffxTn0M5W8Y/6/+ZqeUHOw84TZ5Ouo8yrQzZShYioIQU8EImm8Gm22g2mng1L+PumMxehsPbh7hDbqJrUarpKrm9HOPhmOVnltn+zjamYRJdjzJ3eQ67y0670qZyJvoKL3/qMiYmvXoPq9PK/NV5OrUOt//4NoqiYDWteFweZFMWqPx6B3fcTavYQlIkXCGXwMAZYs7whJDSq/dQVIVGoUFgTuD7LTYLvWYPq8OKzWnDGXAiS8KwGVmKYHOJdI4z4ERRFQLzAdoX2xSOC/TbffrtPu1qG3fYTWAugCvgEkj8qJd+q4/NYaNT6xCYCzAcDCkcFRgPxyw9tUTucY5atgYmPP27T7N4a5GTt08on5XZ+e4OkiLRyIt+av+cn8evPBa9TTcSDAdDTMOkUWzQqXfo1rvkD/OkHqRYuLqAzWlj0BKYuPBSGF/Mh2JRaFaalE5LLFxfQFZkmqUmql3l9O4p+cM8md0Mo8GID335Q5xvnzMej0GCs3tnDPtDYdrJN3A6nYScIXxhH4pVwaJZGHRFx7ZqUwnMBjB0A3dYGHmP3z7GP+MXJhanjXa5Penxzj/Oc/jGIeHZMF/4gy/wsQ99jHKmjK1t+6m/t1NN9aug6RJpqql+jaSqKr/z278zcc3kM3m8Xi+fe/5zk4PV1tbWhOVb/7M68ZU48yvz9KI9XnvpNWILMXLJHA/vPGRkjnCP3NQbdQIzAXrWHk9/5mnu//A+5zvnHN0/InEpwTM3n2F2VhQHbm9vk6/l8S37GDQHDFwDXnzzRV559RX6ah9VUckd5IisRvDOesnt59j57g6eqAdvzEur1CJ3kMMcm8KlG3ShWMTQpZquUj4rM9SHNEtNostRNJdGdDXKqD/CFXCJSHCpSeJGgtxejpP3Thi0BkTXo4SXwthcwoHaLDRpSS2KJ0V8cR+SJFE+K9Pv9GnX2phjE9WmilJMTSx7rHYr3WYXh9dBPV/HN+vD6RMFkrIss7qyijyU6bq7DDoDkskkHtkjFjImuPwuxsMxZ/fOUO0qj199zHAw5CB9gObWcHgdzF6aJboaZTwcY45N4WpWFRweB8WjIku3ltj53g5IEEwEJ8WWZ1tnjEYj3AHRFdCtd+k2frKwSd5LYhriNT25c8LMxgzBRJDRYMTiU4sE4gG2X9omdS+F3WMnvBwGYPbSLL1mj3f+8zti4KIqKBaFfkscHuc35ydF44pFoZQsYXVasTvsdBodMMGqWRkNRkiyhIFB7UygA61Oq3iMa/OMB4K5bHfbGXQGxDfiWO1WJE3i5J0T/HE/xshA74sDIbIoqRwOhlhsFqx2K/1On1gkhlMRfVgWi4We0SP5ICm4zGEf4cUwtXSN9HtpHH0HX/nKV3A73fzxf/xjCtUC3hkvcxfnyB/l6XdF31az1STii3DrE7fYf2uf2mmNUXPE1ejVD/zbmmqqqab6ddGTxPIvGtL8Mo/z1a9+le/e/i7L15ex6BaKhSLxpTgLngXuvHSHRqrBqDGiGC7i8XnQ6zov/buXWL24Si/S47t/+l32H+yTOcyw+fFNmp0mbp/7pyLCfl4iu3BawD628+KbLzJzaYa9/T0KhQLvvP4O5WqZy9cvU6uJlI5hCBOJoRsYhkEhV8ARdDC3OUdwXqRky8kySzeWKKfK5A/yYjC0FkXv6CRuJIguRydDjIfff0gwEcQddrP49CKB2QD2oR2H7AAJhvoQ02sihST0nk49W0exCjSvaZic3DkhuBAkfjGOMTJwBV3IFhl3xM3x28fYXXZUm4qqqQx7Q2YuzFA8LjKYG5C4maB4VOTk3RMqqYpA1PWHojOg1gHgwkcvTLDCgbkAhmFQOhXJaKvdiubRJt0M/lk/wYUg2cdZYusxrE4rs5dm6VQ7uEKuybBq4yMbRFYiwjhUblLPimSR5tFw+p0gAT1hHLJ77Mxfn8cX89FtdKmkKjSyDUbDEd6IF9MwGfVHdKtd2tU2wYWgSBRhIkkSnogHV8jF4tOLVM4qotz8wRnNfJPZK7OsfGiF0kmJRqnBcDAks5PBE/VgV+xIZYlutYvdbWckj9CWNS4+e5HTd04pnZRQNRWnx8lYH7P3wz3CiTBWp5Veqydc3ZKCN+Jl+Zll4hfjMIbCWYHKgwobFzeQbfI0vTzVVFNNxU9MJd+9/V0ilyN4R15km8zezh7jzhipI+EOu1nYXMAf9HPy4ITj1jHFsyJf/NQX+fznPs93X/wu+5n9SSK5Uqzwr/7Tv8Ly7y0sLi8S8AfYvLjJ8sIy+0f7NKtNPAHP5Dk0q00q+QpPffipn/ocfQEfd+/cxRv1cvNjN3nvzfc4PD1k6eYSwVGQ7HkWh9eBI+qgkCrgPnXjjXtRZIW9V/ZweB1sfm4Tb9RLKVmifFbGFXQx7A0Z9AfYnXbsLmEW7TV7aD6NGfcM3rAXVVMnM4fyWRnVrrL+kXXu/9l9rGMrqxdWkZBw+B20u22Oj4+Z98zj9DlxeByTDqN2pY034qWarhKcD04QfaomKgJO3zmlUWwwGowILATwhD3oXZ3UXmpCRDFaIkWkKAqF4wLDwZBBZzCpIXjSTx1eFGng8XDMsDfE4XNgjA2qqSqdquh2NgyD/EGeWrrGaDCimq2y9MwS81fmSdxIUDmr0G2Ks8mTLsTxcIzNYaN4UETv6XhnvIx0kXQ6fOMQT9hDbCPG8rPLFA4K5B7nePCdB7iCrgltZuHGAsOBoJ6MBiOs9h93JXsd6D2dZrFJ8m6SXqNHdC3K83/7eZFytqvc++Y9AnMBwsthzLGJ3tMZNoc4h048IQ+BuQC1Qo39/X1a9RamYeIKuui3+/hn/dSyNZY/tEwz16ScLNOqtOjWRdfT8q1lLFYLxtjAarXypf/zl7CpNvb39zGr5vSMMNWvtKZLpKmm+jWTqqrcvHnzZ7LW38/yfT82RnNpoMDee3u4vW5ccRfRhEC1Hbx3wO2v3mb5xjLSVQmAUX9ELBrj2vVrALz73rtk81kq9QobmxuseFbI7ea4+dxN6ut1/uU//ZcYksHM2gyBlQDD8ZB+q8/Mxoy4gG8lyT7KYrEJXFk4ESayHMEZcIIJvhkf5WSZSqqCaZg4/U7G4/GkCyi2FsPuttOpd7BqVuo5EaOOrcdoV9sYQ4GgecLQlWWZ3H6Oer7OpY9fwuF2cLZzRrvWxj/np1lo0q11ye/ncfqdDHoDatkado/4fL2ji3LFzoDqeZXFhUUkXaJVbSErMuGnwygVRXyOS/Q/lVNlmoUmI32EzWnj4fcfYprCJbvxkQ2RMPJq4uCkj5EUMRjpN/sMGdKutdl/bR+9qzNyjZAtskDOJEtUziqT4U9kOUI1XUWxKCK1Ne4RSoRw+B34Z/2CB/woi91hp96s44/7xfcd93Pls1fAgFquRum4ROZRhpE+EsWfnQH9Tp/CYYHgQlAc+lIVymdlmqUm/jk/5WRZoPQ89kkJpd1tJ7ObwR12Mx6MGfaHXPzURTrVDrvf36Vb7RJcCOLwO+i3+gw6A1LbKRrFhlj2lVv44j4AGlkRS9e8Gu1qm/P75wTiAcb6GJ/dhy1uwxVykd5O06NHc9CkkWtgDkxWFlboJDuYFZM/+tt/xBe+8AVe/N6LfO3bXyPTzLD83DLddpdKQTifC8cF6rE6Ds3B2BgzGAyIzccwneJwN+0zmGqqqX4d9f7E8s/Cxv2iRdL7uw7ubN8h8UwC16wLN26SB0nu376PXbMzNscszCzwh1/6Q46SR5RzZZ6+8DT2K3Z6gx4//NoPafQarF9ZR9VUtLDG7tEulUrlpyLCfl4i2z6yM1AHPP2xp9l6e4tOu4Pdb6fdalOql7j92m1KmRKeqAdnyEkhVcCz6OHo0RHV8yrhpTBWzSqGDetR6tk6mf0MTq8TT9TDoD1g0B3gnfFOXK6KqoAkzmbx9TitisDYLM4vopoqhaMC3U4X3aqjDEQqZ9AZsPvKLpGVyOQa2q11md+cZzgY4vA6sDqtGGOD4lERE5Olp5cYj8ZYVAuVVIXAXACH1yH6lCLCzCIrMv12H9Wu4vQLdE3hsMD1L1zH4XNMun2GvSGGbky6mxI3Ezh9Tkb6iKE+pHhcZDQc0a13OXn7BHfEjSRLzF+dp56rE12Nkt5N0613xXnHZSMxl0DzaJzeOaVRatAoNESBuCRjdVhplVt4w158sz5CKyF6zR6SLE3OfhbNgiwLFF49I3oUR/oIDJFSdwacdOtdrA4r3piXa791jcJhgeN3jzENE72ro7k0nF4n68+tUz4rk3+QJxaM0QwLTKFr3kVqO4V5buKb8xFeCaPaVHKHObK7WaxY6Ra6NOwN3CE3vpAPj9tDJVvBlE1kVUbv69g1O7H1GOn30jx8/SHBmeA0vTzVVFNNBezs7LCf2Wflxgrxi3Fy2RySJuH2udl+dRujZ3D49iEuv4uAP0A4GkbpKcR8MQrVAv/0//5PqQ/qfO6/+RzBSJDRcETyOInhNGgbbeSIzMAmDKx2ux2pJfHud94lvh7H7XfTqrXIHmSxDC1EQpGf+hzr1Tr1Rp3FG4tsb23zxhtvMLM5Q3w9TjaVxbSapDNpFE2YK4/fPkbv6gTng1TOKlz+zGUcPoe4P09VMIYGxsgg8yjDWB/jmhcmEL2nUzgsEF4OCzNsSCR5TFNgVVWbKpC4BwV8Dh9Lq0tE1iK0ii10WceWsOEcOckf5PFEPJimSf4wT/GoSGgpJHoVM1X2X9sXHY6mSTlZpnZeo1Fq4A67CS+FxdnGYaXf6hPVo9QyNWRFFkuXHxtpe40eB2cHHL99jE2z4fA5RFdRzYIz4MQZcOKNesU5xGohcT1BdjdL+aw8oY/IskwgEaCaqhJZjqC5RZ/xaDiikha4v9BiiIXrC/Sbfc63z4Wh5aSEzWlDVmRaxRaB2YDoot6YYTQY0e/0cUfcqA6VWrpGq9QiMBfAP+9HlmVqmRr9Vh+Hz8GNL9ygWWky6A7oN39Mq1FkZi/Ncu23rgn0Xq0zmcn44j58UR+9Vg/NrqFpGq1iS5yB+l1GgRE2i43Ddw6RFAnVptIqtlh7YY1hf8jZ3bOJyWXQE6luEMu85J0kiqLgiXg4fnyMMlaoHFb48m9+eXpGmOpXWtMl0lRT/Vem9/cFrKytcOfuHZqrwqHTq/VoNVvc+MwNRndHRBYixJfj+GZ93P32XXKPcjhwUC/UifqitMwW1XKV3aNdXAEXilfB7XCTL+apn9eZ9Yp0ksvjotPvUG6UmbkyQ6/Zo1FuYGJijsV/7qCb7H6WwHyAwFyA6FoUWZFFH5Kuc3b/DGNsEF4K02v2mL04Sy1bEwkYWcEb8+IKuigcFTDHJsPBkNnLs4z0EctPL1PP1dn/0T6BeRG3bpfbpLfTNItNep0emYOMKLGMepAVGXfQTeG4QHY3y8FrB5iSSb8pDiCVVGWCuCsdlfCMPXg8HiRJol1uM/KO8C/6CWwEeO1fvTZZrCCDL+7D5rTRqXYYj8bU0uJ7aFfbIAlHrt7RGekjEUOXZcbjMYqqEFmO4PA5kC0yjVyDN//tmwTmA8xvzuOP+6llagw6A87un4nBjcPGaDhi0Blw9fNXcQac5PZzwlFjmNjddqqZKne/fpeDNw74+D/4OMbI4Hz7nOq5QNGYponm1bCoFhZuLNAut1E1lXKyzMOXH+L0OXH6nWhujVqmxlAXLiXFqtCtd6llamLh5tWQFZncQY6Z9Rl8MR/VVBWLaiG8HBb9Ts2BSBS1+7QrbZx+J91al3AijDviZtAdMOwOGQ/HOLwO5q7OsfeDPR585wHzc/N43V764z79Vh81prL84WVkWcbpc7LznR0++dufxGbYsLVtfOUrX+Gdd97hmy9/k1pP8IqXry3TrDVJ76dFqs3h4PzeOb6Ij46tw6A6wGN4eOHGC9PD3VRTTfVrqydDnp+Hjft5S/Rut8u/+B//BS+99hIDywB7xI5/1k93LFym3jkvY8uYufgcgVCA/R/tky/k+Vtf+luTr7+zt8PByQGNXoNP/NYnuPGhG3zn69+hVCrRLDe584M7PLzzkFsfusXqxdUJIuznJbIf7Dxg6BtSyBa4e+8uiRsJnEEnR/eOqOfqAjVnjBn1RxROCjhCDmrpGp6QB4tqwelzimvyaEwzJwqpR/qI0mmJ5N0kw8GQS5+8hDfmpd/sUzgq4Aq6aGQbAjtbbIAJMW+MQWWAGlTxRr2cZ87xrno5ePOAQWfAhU9c4PD1QypnFewuO+PRmNFoRL/VZ9gbYpsVC5T91/apnlfRPBqeiDi71PN1LDYLx+8cE1wMomoqR28fiaGHPqJVahFdiaJqKsjQKrYmAxOLzYLe1ann6rQqLcLLYTHQGpuMhiOQwBPycHj7kDf/7Zt4Z7xYHdbJoqhwVGDQEUOSdrlN7nFOLGKsqugBaPVBgnq6Lrop7SrZvSz1XH1Sap4/zNMqtei3+3hiHjwRjzD85Oos3lyk2xBJb2MoyrVN08RisaD3dIGwaQ8Yj0SZtcVqwRvz0i63efyjx/hmfAy6AwonBeymnYubF0XSC5PeuEe728YdEoOo5N0k/lk/Tp9TdHEeFlndXCU0E2KkjLjw4Qtofo23/vNbzF4WSOihPhRDv7YYNn3sdz5G+bhM5bQyTS9PNdVUU/ETM+tAHtDtdAlHwiTPkvgjfsKJML1SD5tmI/04TfFBEafsxD/j58rzVwhGgnzvG98DJ6QyKXxBH0d7R2QKGZ75zWeo1+rIA5mbzwoD61vfe4ur61c5L5+TvJucXGfssp0vfOoLor+nIlLL4/GYTCbD/v4+935wj261i/vQjY5OJBFh8dIiik1B82skrglsfqfdQXWoZB9nKadEZ9GoP6JVbnH67inj0ZjAfICF6wvYNBupHZHy6da7KDaFxNUExtAguh7lbOuMRlGkegJzASxWC9nHWU5eOcFr9xJeCAuDi89Jd9wlk84QCwtEffW8Sno3TbPQpHxWxmKxMHt5lvFgzPyVeQpHBVLbKWrpGhISsiqz/KFlDN1g5bkVMYsxTBauLdBr9Nj65hb5wzzRtSjtSnuCxUtvp/HFfFz85EWcPieVtFiQeSIenH5hNLG7hIlU82hoAQ25IOONetl9aZf5a/PYJBuqVSWwIFD7B28cEFoMiWXaUpjEjQSaVxPPCZOTd05ABmNsoNpVoleilE/LxC/Fmduco9/sk95O0+l1CM4FJ7OPS5++RGgxJNCzjR6lZInCUWFi7nEGnDRyDZrFJvGLcQbdAcmt5ISGUzotMbMxg2malJIllKFCQAtgdVpxhVyU0iXMuEk9V8futE96mlS7iqIqnN45xRfzMdSHHL19ROmohObTWHxqkVq2RqvYYtgfsnRtCQsWjh4codd1Ep4En//c56dnhKl+pTVdIk011X9len9fwOrFVbLpLPdfvU9oIUTuNIctYKOcLhONRDEGBpIp4Qv4BN6kYXDhxgXe+/57OFUn3oCXZCbJzU/dJDIfobffI+gL0mv3ePD9BzjXnbzx5hts3d4iV8xhWkyBiWkaeGe8IjlU7VA6LYEE4USY6GqUbqtLdCUqotK9AYP2gFapxczGDHpPp9fsoWoq7WqbTrVDpyoKop9cvLv1LrH1GLIimPTemJflDy2TepAi/SBNZpDBolpQFAVFFg6i5WeWJ7g2vatPDoKJmwncQTfFZJHsbpZOtUNgPsCwJ/j5a0tryKbMoDtAdaoUWgUicxFcARep+ymcASfRtSgAiRsJzrbOBIpuIYisyBy/dUzuIMfZ1hneGS+n75yKEsfVKHaPXSxzRgalY/EaGWMDVVNpFBrY3XbmrswRmA+I4UlnQD1bR9VUrHariG+nxWKpmqkS3Yhiz9g5f3AuHLxAr9kjdU+UYb/2r1+j1+ph1awEF4JIsiiWzh/mye5nqaQqxNZi+Gf9+ON+Bu0B3UaX8WjMeDhGtsgkLicwRoboO2rr1PN1moUmq8+tUs1Uia3GuPDxCxM8oX/ej+bRsFgtBGYD1HI1hoMh8QtxmgXBKo5fjuPwOSiflbHarXTqHUb6CNWqMn9lHkvbwqA4oFgsCrfPmovYhRiYYLFY8EV/jCsslCeFrMPhkH/9b/412UYWxa7gsDnotXtcfu4yY31M+mGa6HwUm2rj4PYBUk/i1uVbfPn3v8yNGzemh7uppprq11bvTyy/X+/Hxv20JdKT9NE/+x/+GclaEovdwtJTS3RqHZqNJu6+m16/x8LSAja7jVFvhMvl4sK1C+xn9tna2iKdSU8SUJYZCxF/hMdHj6nX6tSKNY7Pjrnw4QuszqzSq/a4c/cOR3tHKGOF3/robwE/SWS/vxT79bdfZ+v+Fjc/fZO7b91F9ats3NpAc2osXVji6N4Rb37rTfr9PuVkmfmb8xSOCxhDg+u/fZ3jd4+RJZles4fFJjoKh/0hdrcdX8yHMTJQVGFocQfdaB6NXr1HPVMn8ygjrtHNAevr69hVO+1am16jR8tsUSqVOD85p1vvkriRIPs4S3AhyMzGDL1WbzL4qefqhJZD1FI1MnsZsvtZElcTIo0lQWQlQqvSYtAdIMsy5w/O6bf6NHINHH4Ho/6IUqdEo9ggshTBMEQBdzlZnriN9Z5OuyqSycbYoJ6pc/DmAaFECGfQyemdU+7+yV1xDT+vcvOLN1m4tiA6lmSJ1P0U4ZUwc5tz7L+2z8MXHxK/FGc8GtNv9FFUBVkRHZWtYgvFptBr9ug2u5P0si/mYzQcUc/V2Xt1D9MQyLqTOyfYnDZiF2OY/MSpbXVYGbQGDPWhcGgPdPL7eUb6aFJsPugMxOvR6RPwBLj+/HX8836x7CsUKDVLdGtd1p5bI7YRo3hcpHJeoZqqUjor0Sl3KBfKxFZiqLJK5kGGdDJNvVhn5soMFruFVrGF7wUfY++YcWdMu9em0qzQqre4vHj5/ysc5FRTTTXVr5OemFktmoXdo10W1hfwe/ycPz6n2+mSO83hD/mJ++LEF+P0lT7P/cZzk/NIMBokuBKcdM0dHx4TWgjhCXjQdZ1GvQGI80p0KYpSV/jExz7Biy+/yPHpMZIiEUvE+OhHP8p55px3v/8ugbkAhVKBZCpJ9jSLxbDQ6Dd48VsvcuNTN5AkieTjJI6wg5E0AhkUu0Kr2KKRa5C4niB+KY7NaSN5N0kj36Bb6/LC/+GFSRL44csPcXgcaG4N1aGycHUBw/gxDl5VmNuc43z7HFdAdBr1233SO2l8qo+ljSWBfXXZ6Upd8ILW0sg8zOCJeHCHxZmjXW0zd2UOE5Pke0lsThuSItGpdBj1BVb+Q7//IUqnJbr1LvGLcSRTolkW99ulZEncj88FKCVLtMttaukaNpeNeq6OxWph+dlloqtR2lWB/neH3VTTVaxOK8PuEKtT9CI3Cg36rT7ukJtX/sdXGLQH1HN14pfizF+dJ5QIUUlVSD9M02v2QIJrv3kNq8PKsD8EILoSZfelXfGYqkpsLcbSU0u0ii0sVgvNfBPZImN1WVFqCoZhIFvkSW+kahWLHVdImIdVmyoMNgtB8gd5Tu+eYo5NvFEv8Ztxes0eilVh0BHnGWfAKYwy9RFhXxjVrgrjitdCfjfPOD8WyzKvhmpTCc4HMcYG7Vobq91KajtFt9alVWmBDAvXF+g1e7TLbYLzQVSLyoWrF9j82Canu6fsvrRLIBrg8ePHU9rJVL/Smi6Rpprq10y/qMfgz/cFfPQzH+Vo74iH9x5SPa+yFllDGkhEE1HKpTJ7d/ZQ7Spel5fUfop3vv4OMU+Mr/yNr7D9cBv9SOfxO48p58o0ug1ahy30po6qqpznzlH8CkPLkKWnlrjz3TvY/XZufPEG45FYIsiKWPKUk2VaJeF8tTrEAsQb9orET7snenjafVqFFqOBcOBKskTiZoKRPqJ6XqVeqNMut0VSxeegU+tM8C02p42VWysE54N0Kh00h8aDbz4gMBdAtovItqIq1LN1+q2+QN6pMsbYIL2bRtVUgokg5dOySC+1esxfnqfb7CIjU8vX6Ng7dDuii6hVbpE7zOGJChxdYC7A8e1j8kd5QokQo8GIRrGBFtC49MlLk+VQs9Dk4csPMUYGkkUit5cTiyGbiifioZ6r02v2MA2T5VvLxNZjNMoNkveT9NpiudZv9aln64SXwsxcmEFRFcrJMuf3z5m/Ok9uP8fuK7tkH2apZWqT3x1v1ItFtTB/dR5zbGJ1Wll8ahFn0ImsyNRyNZxBJ66AC4D5qz9B6+gdneT9JFbNijfqpZFtYJgGdo+dfqsvisRn/Cw+vUhmJ0PpTCzF7G47lVQFza0x7o+ppCos3FwgfiFOv95HCSh0G11cQReeiIdOtYPe00ndT2FRLUgWiV6/h9SU8Ea8JD6TAA1G+gjTFC6mSqbCoDPg6O4Rv/uZ32VlZYV/9s//GW/cfYOlDy9hjkwMySBzmME36+Pqx66y9/Ye+YM8ylhBGSj8oz/8R3zpS1+aDn+mmmqqX3u9P7H85/UEG/fn9QSB9+rbr1KRKzz7e89yfO8Ym8eG0+ukkqlQrVRx+V0Mx0PsTjvZ8yw04dZTt+h2urz48ouoXnWSgKr/sE5iNoHVauWlf/cSilXh1qduoaOj2BWsqhWn1cnWi1t8+OKHP5AQ/WlIPsuJhe3dbQ4fHbL5uU00pwYguoViboKLQexeO9n9LBbVQrfa5fKnLxOcD4phSq6GalM52zrDFXJhjAw6tQ7n2+eYponVZuXxDx8TWYlgsVkYD8cT5OzlT1zGE/SIomYreONeWlKLzO0MmUcZZEVm6aklLJqFfqvP+gvrJK4n6NQ7E7xNfl+87jaXDYtqwR10CwydadIqtpi7Msfy08vkj/LUM+I81Kl1sNhFb+CTQuvM4wylZAmH14EkSZROS1jsFiyqhZE+QnMLPFxyKymQuI0euYMcjVyD47ePJ9g7/4yf+MU4ikVBkiVCiRDF4yKaW2P1uVUkWeLwjUPOt8+RFIlauoYxNnB4HWJppFpY3lwmeTfJ7MVZrv/WdaKrUZDANEwq5xVe/9ev4/V6iW5EaRTE8ssX95HdzfL4R4+xasJYotpUyqdlUMBis7D7yu7kZ2DTbJimiS/uw2ITP9dKtoJpmrSNNmcnZ1TOK+hdnc3PbYoehesLRDeiVFNV8gd5eo0e6f00mx/exOFx8MY33qCSreAKuzANk7nLcxzePuSdb7zDwsYCyHD++Jx+sc/N6zeJbET+UjjIqaaaaqpfRz0xs1575hqVSoXUQQqHz4HX8HJy74Tz3XPmb87z5d//Mjt7O4x94w8YWpwuJ/pAxxV0kcll6LQ7xJfiAHQ7XTRN+8nXCvjIpDKkM2lUr8oLv/PCBHH7w7s/ZCW6wqef/TTfe/l73Hl4h263i2SXCK2ECKkhtt/eplgpIpsylq4Fj+LBFXXRqXZolpr0Gj1mL81y6/du4YmI67vdbZ8QPV7/X19HkiS6ddFRHJgX+PX5zXkSTyXoN/rUMjWSW0nWn19HkiWSW0lq5zXKqTL9dp+oLyrMFxaZltEivhhnnB8zf22ezG6G4nGRwmGBTq2DP+5H7wn6hzk0ye5n6Va7dJtdxvoYT8TDw5ceIskSrVKLXqtHcD5IcD6Ib9aHLAkMr2yRMQ2TQVvQTVS7ijPgxO4R3YvJu6Jr2Oa04QwInN7xW8c4/U5iazEqhQq1XI16pk56J43e1QGwOqzY3Daia1FCiRC1TA3VLvqnZy/N0q2LzsN+q89wMOTozSPG4zGugAurw4o74sY0TTxRsZizWC30Wj2Rzmp0GQ6GdGqdSRe1MTZEN9LYhtVlxRP1cHbvjG69i2kIwszys8usP7/OsD/EYrcQmA8gyzKtUotarsbKMys09SYjeYTD7mAgDUgn04zHY4yxwUgfsfeDPWwusbCbWZuhcFygkW9gjAysmpVQIkTiRoJRf0QqlyIwF6BZamKaJjaPjeN7x5ztnmGVrFx59srPNGpNNdWviqZLpKmm+jXSL9Nj8NP6ArqdLh67h4889RE2PrxBbDFGJpfBb/Oj6irFdJHUoxTD1pDN65v8xmd+gxs3bvD23bf5yGc/gjE2OD48ppFuUG/VWdpcwua30S/2GekjkXI6zyEr8qTzSLbIwh2KQJ/FL8XJHeSEG+i4QPqhiExbHVZKyRKDzoBOrUMtU6Nb66ImVDY/s4lvxodskTl4/YDiSRFzLNJOT7qTniwpQkshVKuK3tExhgb5x3lkSWbx+iKB5QCdWofjO8dICHdxZC2CO+hmOBB83kFrgDE2GLQH6D0dSZbY/Pwm29/axtK1kC1l8c34cIVdZB5mwIRuvUtwLkg1XWWcHNOtdVl5doXoapTcfo5qpop/xi+YvvpI9BgsBOjWu9z95l2MkQFAdDWKJ+zBE/MQuxDDGBnc/7P7GGMDza1x9M6RiJMHPcTWY9jcNtLbadaeX2M8FCkhvauTfZQlcT1BaCFEK9/6wAJp9sosmkeblGFqbg1v1Eu30cUYG8QvxymdlrC77ZhjE0/MIxZfVhHb7tQ7OH1OPBGPYBEvBMjsZgRaZjjGExOs5rOtM9FpFXDi8Do4eusIu9NO9FoUu9OO3tUxDZPCcQFZkbF5bJRPyngiHixWC6ZpsnB9gdO7pzz+4ePJQbdfEv1a4VIYf1wwkCVZonxW5mzrDGNoELKH+PSnPs2//J/+Jbf3bhNdjzJ7YRYMSO2lsFgs7P5wl/qawPrYnXaMssEXP/3F6QJpqqmm+q9G708s/3k9wcY90RPjyre/+23u7t3FwMAZdDK3Mke71EZRFdwhN91Gl+S9JJ6Qh9yjHIXDAs1ik421DcbXxrg8Lo5Pj8WQ58cDI03TaLfa2DU7uXwOzaexbFvGLbspFUqYA5PZ9VluPnuTkC30gffonZ0d9s73mLs8R6vXIplL4pvxsfdgj/RZGucjJw6fA1/IhyEZlIolJFWiU++g2ESJtGJRUKwKjXwDX9xHr9mj3+4zGo5IPUjRa/YYD8YYhkHsQgy9rTMajjh885BuowsI/NvcpTlG+ohOp0O/12dpaQlH2IF1bGXQHhCIB7DYLbjDbk7ePcHhdRBKhNC8Gsd3juk3+7iDbjohMbgaJAcsPbUEBnQbwk189PYRj155hCfiQTIlVLtwAncbXWJrMVSHim9W9PysPLfCW3/8FpVWRSSqflyWHUwE0dwauqrz8KWHNEtNyqkynqBHYPHeOpqUc7uCLj7+f/q4QACOxOBMksVQqZarsf/aPkN9yNqH1+g2unTqHWGOkSSRTBqOKRwWOHj9gJE+YvHGIv226ER84kTu1rv44j7Ci2Hmr82z/6N9PBGBuGvkGgz1IePRmPx+Hr2vY7Fa8M34iCxFOLt/Rno7jWEYWB1WfDM+Fq4voCgK68+vU3hc4OjwiPRJmkF7IAZSqoWHLz+kkW/gDDhpFpqkH6bRezqRxQjySObg3gHeiJfwcpjwclh0atXbmIbJlY9doXpapZ1rk8vkqJ5V+Zu//zf59O98GotqoV75xTjIX2QEm2qqqab6VdQv+971xMzaWm9x9epVgpkgmVyGZrWJ1tf44qe/yMz8DG+999YkPTwejyf9h09Q/A6Pg16vN+l37rV7tKttLq9ennyterVOs9Fkn5+N511bXSM+F8d+ZEe36lz/7HWCcUFVOT44xjANnGEn5WSZXCo36RbO7+eRFZmZCzPIFpnCiUguW6wWikdFBp0BvriP2EaM8lkZT9iD1WGlkqoIc6Ys4wq6mNuc4+GLD3n40kPGozHFoyLNUBNjZBC/FGfYGzJgwNA5pFauEeqHsFiF4SOcCDPsD9G7OrObs4QXwpy8dyLwbrUO4+FYLIC8TpBAUiQUi4I37sUdduMOupEUiUaxQXAhKCglJtSzdWEsfn6N2cuzNItNLFaBjU0/TBNbixG7EEO1qYz64nPKZ2VKpyUUq0Kn0qHb6HK2dcZ4OAaYkEVu/e4twkthcoc5GvmGuNbXuiRuJug1e8gWGcMQaP2RPiK8FGb12VWa5aboTW4P0DwaheMCqlXFMAycAYHVr+fqVFNVbC5BZzHGBuPhmH6nL85LtS6yRcbmshFaCAkKzlIYd9jN2daZ6I0amxiGgX/GT/J+kqUbS/hn/NTzdayqlYEk6Di9Zo/k3SThpTB6Vxdp5FKLbr2LO+TG4XUw0keMBiOcficA+aM8g/aAxZuL1F6pYXfa2X5tm2AgSMAfILoYJRgJkt/5i0atqab6VdJ0iTTVVL9G+mV7DN7fF5BJZWg2msiSjEW1cPsHt/n0X/80zzz9DKZh8trLr1GWyiQuJrh6+SqaTeP773yf8/Q5LqeLdrPNzeducuHqBcbjMdvb22w92iKdTJN9mKXVaBG7EBPotctzkz6g2HpMFCcrksCD2FVqmRrOkJOr61e5/e9v887/+x1iqzHcITcjfUQj2xDItmKd+OX4xGGCKdwtVruV0mmJ/GEevaszd20OzaXRb/fZ/d4u/jk/eldHMiSO3zrm2gvX6Jk99J6OO+QmthoTThxFJrubZTwcc/ETF9E8GpndDJWzCtG1KIVDseAoHBYILgfFIiNlUk6VaVfbDLoDOvUODp+DXqNHv9ZHRmbx5iLz1+bRPOI5+Wf95A/yNEtNYusxRvoIvadjd9opHBdweBzMXp6dHDKf4HJUu0p4MUy/1efw7UMURTCaFVURi5+mSO44A6JTCBOcASflszKtcotX/1+vknqQmvx+XP70ZRZuLHD89jGDzgC9q2N32SmnymLRZCIOamOD4nGR8WgsouU2FYffQa/Zo5wUfOInB2SH30G73qZREFiBpZtLom/KImOMDCqpCkdvH6GoCktPLRFZiWBTbdSWasg2kQyzqTaCM0Fa9RaHbx7iCooiUkYIvB+w8dENrDYrtVyNw9cOef1/eZ356/P4Yj6axSZn988on5X58Bc+jCvq4k//9E959e1XmX1qFrNo0qw2ufChC/SaPUoZ8Zgn753QKDWgBV/6wpf4x//oH0+HN1NNNdV/NfrzieUnqlfqlFNlPvf854APGlfKcpmNj22QPktTLVV58NoD5lbmOH10Sq/Zo1lr0i632X9zn9BciPB8mOc+/xyaQ+Pb3/s2jXyDfrXPU4OnJgOjWCTGq2+8iubXkO0yrpALxalQL9YZDUZ88oVPsrS0xMn+yV+46X6w84DGsIFZNnEFXLg8LnZ3dml1W7ijburlOuVqmXwujz7QCcwE0NwaOy/vICkSpmniCoq0kaqpjPQRc1fnqGfqZB9nGXQGqDaVix+7CIDm0Ti7f4bdbWfpqSXyh3lyBzkia6I8ejwURhJjbLDT2MF+aGfQHpDfzxNMBNF7OqVkSQwv5v1Uz6uc3Tujmq6ydEtcI+OX4pROShzePmQ8HmNz2WhX2kiKxPItgeytpWu0a+1JN+GVz17BG/HSa/awe+z4Ij5G/hHXfusapdOScA2nK+Qe5UR6yS4QNZpHwxiJ1JCkSBy+eTh5bQMLAZY/tIzNYSO4EJz0OHYbXVwhF8XDIla7leVnlmlX2ozHY/yzfnyzPs7uniErMsGFILOXZ9n+zjb1fB2by0bxuEhmN4NiUbDYLLQqLXwzPlRNRfMId3m7LPoZNI+GzW1j/so8hmGw98oep3dPSWaTnN09Q7EryKoszp02G5VUhbOtM5afXaZT7xBYCuCNe6lVaizfWia7lyW2EcM0TM7unTEajLDYBNYnfjHOyZsnLG4scrB3gOXIQnQ9Sr/bJ2QNIZkSj197zPKlZXwhH+lqmpE+wuvx4oq5yOayzM7O/lI4yF9kBJueRaaaaqpfNf1l3rt+mpnVZthQOyoznhlMl8nYN2ZmWaSH72/fp1QsYZEsdLtd7JodqS9x56U7RGNRZsIzPHj3AZ1Wh5XECrOzoo/5yXlFluQJnvdJ71Eml6HX61FoF/j2d79NvVmnXC9z9XNXWbm6QqvRAgX8c35K6RKeuIfwcpiHrzwk9zgHJvQ7ffxxP6PhiEahgebVaNab3P3mXYFlvxRn/YV1nAEnvUaPyEoEzSP6gzvlDsaSQavcQpZlYhsxTt49odfs4Z/1s3xrmdyhMNaapkm5VCa0HEIv6hy/dYzdZRfX3HqXaro66SWsZqqMh2MUq4Jvxofe0yd4OkVV6Lf6WO1WJIuENWTF5rQRWAhw+OYhD195iM1hmzym0+8UvcY9nV6jR7feRe/qjPUxqx9axRsVZqLhYMjp1inG2GBuc44rn7nC0dtHvPz/eBljLMywdredYCLI+vPrGCODR99/RCVdoVPpEFwIYrFZKJ2UiCxH6DV7HL11hGmYE6SvM+QklAiRfZxF7+l4I17alTbJrSTOoJN6VlBaUlsp9IEuzmyjEb2ieN52j512pU1uLwcGuPwuggtBcgc5OtUOjVwDm9OGJ+rBHXTTb/bxR/1kLBnOd87xRDx0610G3QHtijBH+Wf99Oo9Vp5bEdUKtc7EsJvbzzHsD9HcGrJFFovA1gCb0wYm1FI1IokIwZkgV164Qum4RCvZYv1D63/BqDXVVL+Kmi6RpprqV1y/yNnz/o+/8uor+Ff9NDtN3D73xLXz/hvX93cEVKoVkqdJFKfCxs0NVnwrvP7S63zjP36D3Yu7BLwBth9tk7iYYCWxwtWrV1EUZbKUSgQSnKXOJoMmRVG4fPkyr77yKmcPz3B4HLhUlyhElA10Xcc6En07NoeN4kkRT9SD3W3HGBm4gi7apTa+iI/Yeoz91/YZdAfo5zrmyGT24iwOt4O3vvoWVs3KqDeiUqug93SQYO2FNUKLIVqVFsPBkPJJebK06Da6HL51iNPtJDITQVVVFjYWePTgESN5hObVxKHKYUWWZTq1DotPLWJ32hkPx1jtVpSBQtgVpuVv0al0sLvt2JwCkzK/OY9pmjx86SHD3pDQUoh+s8/hW4coVoXQinAVDzrC8TrSRwTmA8KhWxEOXc2rEZgPiN6DRIjxYEy30SW6FsXmFEOQdqUtDiP9Ac1Sk9FwhDfqRfNpIsZdF2mt2IZYzKl2VSy1qh2axSZf/+++TiVVmfx+xTbE4iy7m6Xb6ApWb6U9wQIqqoI77Cb9MI3mEYuq/H4eTPDN+KjlajSLTWwOG06/cGoZhkFuP0d+P0+r3MLmtE2cUsbYIPs4S3ZXHLIiyxGqmSqqquIL+LCqVkpnJRYvLzKyj7Ardjae2uDRnUec3jnFH/ajRTTckpvF31kkmAjSKDZYjC1y7aPX+Np//zWKySI2u00M2Rw2nv+D5xnrY77z/e/wzeo3sYQtzLnnCDlDnB+ckz3LElgNIKkS2cei98ppOPm7f/fv8uUvf3k6tJlqqqn+q9JPG/LUq2IgszG7McHGvd+4srWzhXdWXItqrRqnD08Jz4Rp5BrUD+pEV6L4ZnwMR0MWLi0wMzPD0oUlOsMOi/5F3v36u8hWme3dbRxeB1evXkWSJFHQ7NWQZVmgYlx29IHOsDNEkiTgL6ajAPYO9+j7+ly7eA3NpXHy8ATZKvP87z/P463HpPfSpHZSOIIO9K5Os9ykeFqkeFIktiaui1a7MEV4Ih7cIZFMdkfcREdRmoUmocUQFpsFY2wQWYswHo0pJ8toXo34hTi9Yo8Z7wxyREYLaJimyfG7x+R38sIhOxojSRKhhRCGYZDeSaO5RJfSaDBi0B4QWYlgd9k5v39Or9VD82jiDKXZsHtEevfknRMcfgd2jx3DMKhmqjh9Iu3rj/uFEcSuMuwNGY/HjAYj3BE3g/aApVtLBOYDwuhzcY6HrzwUKZ/BEL2no9pUTu+cTl7XuatzuEIuWoUW9751D72n0yq1KCfLDLoDMKFVaonXRrVgGqYYVM0FiKxGGPaGVFIV7C47mldjbnOOWqZG9byK3WXHP+tH82n0G30KxwVcARfD3pDSSQl32E232SUkh/BEPJSSJSrpCppTo5at4Y15WZxbpJFviIR0rYPH72Hzxib5SJ6HDx6SfCeJb943SVrLiow77MaeFh2d6y+ss/z0MiYm49GYYWdIcivJoDOgJ/VwBpzUy3WcUSceq4dGvsH8lXka+Qa5oxzSSCKdTONwOPjIb38E02mye7RLpVLh6tWrPxcH+dWvfpXv3v4uKzdWGMgDLJqFa89co7Xe+oUJpqmmmmqqvyr9siZWEJ2F7zez5jN5vF4vS6ElTsyTD/QffeTTH+E//dv/RLFY5NJTl5jdnKVVa9EtdmmkGlwIXcDWsxGWwgzOB4zDY86Ozj5wXklJKXwB38Tomq/lhbHE52KQHPCtl78llithK1aHlUK2QK/fw5RNHCEHZsrk+O1jOpUOel8nuholMBcgf5SfdB95oh7u/ft7wriJMFrMb84LiobNgifiYTgYEvQF8cV9FI4LBBNieWKxWMg+yqJqKoGZAGsba2hLGo1iA0mWCCeEaTS7m8UVdmGxWkjeS1I+LWOxWVj78BrtapvkXYGftTqsrNxaYdAbMOwP8cf9uMNu6rk6ekdn5sIMh28dMh6NhUG30EC1qWTvZ4muRnEH3QRmA8LIUWqR3cvSrDZhBPGLAhuYP8wjW2TsLjvF0yLnD87RXBqSJHH/z+5z+9/fnmBv45fi2D3i+rr9nW2cASeKVcEddRPyhBj2h6hWlfxxnkFngDvixqpZCS+HCcwFSN1Pib7BTR82l43MbgZX0IXD56CarpI7yIlElC5qAq589go2l41WsYXdZcdis+BwO6ila4xHYxxeB66Qi269y3g4ZtQfoXk0xqMx5tjEolpwGS764z6ReWECyj7OUs/U8c+LTujQYmhirGkWmhiGgc1hI7QYwuawUU6WcYVcxNZjaG6NQVeklwpHBcaDMR6vB8WpUDurcb53Tvm4jDbSCEVCbP1oa2LUmmqqX1VNl0hTTfUrrCfOnr3zPUzNpGf22Dvc4+XbL3Nt+Rr/8O//Q77/yvcnzh9r0Io9ZJ/csF6+fJl8Pk8mlyF5nKT0qEQxV6Rv6RNdigrnq1kiMZ9AcSisXFhheX2Ze2/f4wff/gGPG49ZfnqZZ24+w+zs7F9YSul1nY3ZjQ8Mmvb39jndPSU4E2TpyhK50xydrnCaWO1W0rtp5q/Po/k0ZEXGqlnpNXuibPFinE6tQzlVRu/p+GZ8rDy7QiPXQEYGCXqdHlaXlWFvyMz6DJn9jChSlGXKJ2VO755Oih/z+3kUiyJYvzMCRUMPgmExgHl89zHtbptgJIhhGGCAYhElz8bYEHzbHw+paINLcjEejokFYpzUTiZ4NVmRCa+EwYDgfJDHrz0mmAiy8dENUg9SOPwOrHYrnVqHfrvPsD/ENEx6zR4Oj4NGrkGn1hEM47FJr9UT6aKght4XeLfk3STD/pDgfBCrJg66j3/0mNbDFubYRLbIdCodsrtZ5q/NE1mJgCm6Hrr1LvnDPOfb54x1ESuXZInP/tFnaeabdKodgokgQ31I8aiIJEk4fA7mNuewqBZxeMqJ9JfD62D35V3hTKqLJFloMYQv7qORb5B+mEaSJYrHRVrlFpGlCLIic3LnZILxG7QHqJqKL+ZjZmMGDGhn20TcEZZXlnHgoHRUot/vs7a8RvJRklKyhGbXiIfjjHojorNRPAEP9XwdWRa9WtGZKNc+f41mqckLf/iCKMw+LLC4ucjJ1gn9YZ+hZcja4hoDfUBoKYSrJPCDDr8Di2oR0XZXmK988Sv87l/73b+wqJ3iZaaaaqpfd/2sIc/nnv/cB973dvZ2Jg5fTdPodrqEI2E6vQ6h2RD3X7uPN+Ll0o1L9Jo9sntZZldnWbq0RK1Y43D/kMhcBFM3Wbu6htyUkWWZ47NjgsEguUKOpfUlkEEaSrRzbXqVHosLi7RcLXKFHD637wPpqCdqNBqofhXNJRIs6ZM0rogLu89OaEEgalVNpZYViNzsfhZZlgknwsRWYwz6wnFqc9o4euuI8HIYi1W4ZUvJEk6/k5kLMzTyYgAjSRKaR2M0HAGg6AqL84sYXQOtJzArC9cXuPjxizh8DmRJpnBUoNsQ1+cnTtlWuYUr4CK6FuXo9pHoD6p3Ca+EMQ2TYX8oMHNnZSIrES584gLFwyKHbxximAaDzkAsbJYiHNw+oFVuMb85T/W8Kpy62ymMoUhxN4vicUrHJZq5JjWvSB5HViIgwem7p6K36sdafGqRK5+9gqIqNPNNsvtZ3vvae9hddkKLIdY+vCZQPMUmnUoHAIvVgiRJ2Fw2gTH2akhIYiFU74rhWn/IsD/k4icuYnPYJtjcZqnJsD9EVmX0vk7iqQSZ3QzJraRIiRkGub0c1fMqw/6QZ770DKZpklVFqqhT7DA4GVA+KBOIBbj5wk1uv3ibxpZwjcfWY3jjXjIPM0iyKB8/evuI6GoUp1+4m4vHRRpZgfrxxXyMzTGqS8UddjN3eY791/eppqpoHg3JJjFoDrDJNhYSC9z46A0sqoVetMfp3inBTPCnLjyfnPW/8co3iFyOEL8Yp9vpfmD59PMSTFNNNdVUf5V6/1ng/fpZ6UtVVbl58+YH/uzf/PG/IboU/cBjSEg4vU5cCRfYQXNrmLJJYC7AqDHiN3/jN3nmmWc+cJ+Wuf8TwkpKSvF4/zFtaxvJKpGv5Vm6uIRNs3H46JB6vc7s+iylQglDMTg7OiMwDOAKuMgf5gWS9YU1tr6+RavSIrYR4+InLhJYCODwO3jva++R2c2Q3c/i9DmZuzJHv91Htas4Ag4sVmEy8UQ8FI4KuMNuggnRzfzoVYGfPXzrkE65w+anNnGbbtweN167l/hanFKqRHAhyMLVBbL7WfIHeewuu1hILQRZ+/AazWJTnCEcdhZvLTK/OY9qU7n/Z/dZuLYgiCGtHnaXnX6zL5YqXgen74l5iWpXRXeiVXQieyIe3GE3vXoPUzKpZWtIpoTVZcU0RU3AsDekVW5ROa9QOCyg2lQSNxPs/XCPg9cOJj+/xM0EgdkAzUpz0jVkdVjpN/t0yp3JWUPzari7bjF/8DoYdAbYnXa8US+xjRi18xp6Xyd+KU5mV/RI6l0dva8TWgxh1awUT4pc+61rBOYCRNeipHfSHL51iNVupZauTRB3ilXMskrJEt26QO0OugNM06SZb+KTfUi6xLg3Zm5mjnFwTHo3jUWzEFuLYZomh28e0mv1MMcmpdOS+N5UGb2jk9vPUcvUBCnFKdJewYUgzUCT7F6WUCJEbDFGai9F7iiH3WonHo/TyrTY+tHWB4xaU031q6rpEmmqqX6F9YTp75hx0DE6hANhEtcTFLNFbr94m/R/lya8FOZDn/0QvqCPXDaH7JJZurjEyaMTSj8sMbaIQkLJJtGTetzeu82169e4+vRVvvfN73HpmUssXVqa3OAuLCxw6yO3UCwKb377TZ5/4XkWFhb+wnN74qb8g7/1Bx8YNKX30kQiEWwxG9VildUPr3Jw54Dke0lsboFe2Xlxh/LFMuPRmN6uiBrbnLbJwaLf6k8i3t16l0F/gMvvQrEoeNzicFNKliidlhj2hrTLbSRZwhPxEFwIEr8Up5auYbVbufjJi0SXojCGYXNIM92kdFwi/zhPc9Bk8dlFbJptkkKqZqo0sg2QEI5ij4Y6UJGaYpkkW2QG3QGSJDHoDIitx8RwyWZh0BKdAkhw8MYBlfOK+B7rPbEwCjjoVEVJts1po1VqMWgP6Lf7IIlhS34/T/GwyHg4ZubiDNVslfJZGVfAxcVPXMQYCb6vK+TC4Xfw+v/yOsfvHtOutjEMA8mQ6Lf6pHfSIr10VuH0vVPMsUlsPUbmYQaLzcJH/s5HCCfCeMIekneTNAoNhp0h1UwV0zSJXYiRe5xjPBpz/uAcq8OKJ+Qhf5RHUiSsdiv6QEdza3QbXfqtPqVkiXZZYHRG+oiLn7qIzW6jel5l0Bmw89IOsiz40eHZMGV3WfQhJaI0801sFhtzC3N4vV4KXy/Q2G+wk9qhUCowGAxYWF9Ab+kMugNsQRutbgtjaGDIwtFdr9RBgmF/iE2zUc/U8ca8JB8kRan2rE84xkIe6rk6sxdmWXtujXahTe4wR/Y0S/mkzB/89h98YIE0xctMNdVUv+76Wcvyv/Wlv/WB97jhcMjW1hY7ezt8+3vfJrwYptlq0ug1KDQKzK3NYZEtmAOTaqpKZCmCMTSwYSMejvPCx1/AG/Nyp3aHeqHOTGyGxcQiekgnvZ0mGoty78E9epUeFpsFySYxbA/55Cc+iYRE7iiHoiuMxiMKRwVaydZPvel2OVycJ8/Zub+DVbOSPk8TuxhjMBjQ6/SIJqKEF8IcPzymolRQT1XWP7KO3tEJr4qFzel7p8gWGUmROH3vlEF7QC1bwzfj48pnr4hSZf+Ifrsv3LKlFr1Gj3FtjNIUXVCjwQjfnI9OuUPybpLxSHQU5g/yjPqjyZli0B2IfqHhGFVTKSfL1HN1XEEXN/7aDZw+J4P2ANMwCS4E+dH//CPOts4EUqXVw+q0IisysfUYC9cWsNgsjI0x6Z00Dq+DfquPMRacf2NkUMvVsLvtHL5+SD1fZ/bKLFbNiifsod/uU8/WCS4EqWVqmKbJxU9e5GN/52NY7GIopqgKkiJRSVWYvzaP0+9E7+p4Z7wEE8FJybU35p30SY4HY9Fr2exSy9ToNUTyWbbI+Gf84jzU6NOpiQWUVbNSrYh+A7tL4P/8cT+tcovDtw5FUnw8pplv8szffIboapTsXhar00ogEiAoB8lVctTzdTyzHoaaWFbFL8fxz/gZ9obUsjXRc9UfYXWK7qR2qU3tvIYkS8gWmUapgWJR2HltB/+8XyD7jouEE2HWX1inclIhf5CncFJAb+h89CMfRXbLdFtdPAEPmkvDFXCxv7+PWTU/sPB8fwKpZ/aw++zIVpm5yByD6GByNv9ZCaappppqqr9q1Rt1ZhZmfurHftn3rp/2GMnTJFdfuIqiKeROcjS0Bpqm8czNZyiGi+wd7vHMM89MllKbm5vino39ibm1olfYemeLfC3P8rVlNNf/h73/DJIsP8870d/JPJknvfdZleW7qtpPjzcYAzMcWAIkJVKBuELsVUiUxBAVurpXERtxQ4qlTOgDN1ba3eANUitKdylRIgmuRAIgBwQGg8HMYKa9qaou79N7706ec+6HPyaJccBQBMiBbj7zYSq6s6pOZXb3+ef7Ps/vsZNP58lkMsgmmQd+6gHeeOkN6s06heMCFq+Ffq+PIRmE58J0qh1a5RaeiIfpi9NIJonTu6c0S02QBNbO7rWz8OgC7UpbdAf1h6g9FbPFDCq4wi5KRyV2Xt3B4XVgdVo5vXPKxjc2sHvsxOfjzM/M0y61RdefrhFeCtOsNNl7Yw93yI1VsWK1W2kWxYLM7rNTOioxGoywuWycffYsilsR19Tuo400MVuxW+nWBUpX13Sqp1UwBII3eVbc9+/+0V1CcyE8UY+YWTR641RzbjOHL+4jmAqOr71bF6j8y5+5zO0/uI3JaqKerZO6lOLw2iFqX2X64jTJc0my97P4k36cfif+KT+J1QTlwzKHt8Rswiybmb40jeJWCCQCKE6F4zvHqAMVm9tG8mySRr7B7qu7JC8kRVelRRh+FbfCoDkgs5HBHXZjtpipZ+uYzCZa5RbhuTDh2TD1TJ1muYkxMjBGBvpIFwQZzcDqsHJ8+xiHy0FACVCoF0AFTdcodop0c1269S7dRpe97+4RmgsRXYoydWGKUW/E4c1Ddl7dEQkri5lapsZoOOL49jGeqAdXwEXtVFBb3CE33oCX4XCIaWTigccfYGl5idxRDo/seZdRa6KJPqz6C1ki/Z2/83cIBoM8/PDDPPnkk4RCob+IbzvRRD/xWttcw7AbdPQOc6tzY0dtKCZctC/9x5f41NlPjV07b5VNTi1OYVgNjg6OePr5p1GHKkftI2ZWZzAcBrdu3uJw75Bqrcqlj11CsSu4Ai4yucx4YeQL+DA044eWa7/TTfSvf+1fY+/YWd9Yx5PyoHgVFIeCpmp0Kh0UuyhdVocq+kgXPQPnpwhMB8ZOWdkiM+qPCM2GxE1ZNmP32AlMBbAoFjLTGTZf2eTGf72BbJNx+p3jFFOv2cMwDLoN4XAd9UcoVoVGrkH+ME+/1ef05JRsPotklshv5RkNRvgTfgoHBZq5JrIi3CaVkwp+mx95JIuOHpeC7tDZfWUXs2ymfFwWRZWSRGAmwLA3pF1pM+wP8QQFV9fpEyzkZqHJ1IUpFh9f5PDGIbVTMbjIbeWE07gqGMSZ9Qw2tw1XyEW/1UftqRT2CsQ+FQNg2Bd9RYOOWGTFl+Ok19ModoXYcoziYZHyYVmUVQ5UWqUWzUKTyHyE6YvTGBgkV5JEF6N0ah1MJpO4zoCTdqWNM+BkNByRXksjIdFr9xi0Biw9uYRZEYc2b9RL6lIKs8VMYbdAdjOLNtLwxrxjpnAoFaKwVyCdTo97qwadAec+eo7UaoqZszOsf2eddr5Ncl4cYgtHBVyyi9FwhGVkYWZpBseUg+eXn+f+rft06h1kRWYkj9jb3SMqRfHGvQKj0xaLxl6zR6PYYOf1HUIzIVx+F4fXD5m6MEV2N4snIgZknXaHb/+7b2NWzDhcDqx2K/1GnwvnLhCOh8fD1LW1NfKtPB//wsdZPbc6TuO9F6JhookmmugnUR90Wf7Oxy0+sshx/phX33wVf8BPeCZM9jSLRbHQrrVRuyrD+pDp8DSPPvEo69fX6bV7zAXmCAQD2C12LlwRy5/71+7j8Xp4+hNPC2b+G/eRzBKyR+a5F55jcXURgL3NPfZ399nb2MMluXjhc+9+062qAvlaLVVZf2Od2HyMXq/H0fYRgVYAk2EiEAsg22XcITeVbIX4SpzpS9Nk1jNjJG14Pky70qZbE10AEsJsYveKZJHda0dxKpitZtqltiif7st0djs4Ag6cASeqScVz3oPSVdj77h4H1w9EKrnVxx12M31xGrNsxmQ20cg3aBQaJFYTuIIuurUuroCLdrmNy+/CYrfQb/Uxy2ZCcyEO3jzg4PoB+e28GGI9tkB8KY7JbELtq8QWY5QPy+y/uS/6pCxmOo2O6AQIuLC5bWIA5bExdVZg6rSRxqAjUlj6SGf+kXnsXjsXX7gokLZWM51qh0F7gEk2EZgKUNgtEF+JI5kksSxSNUpHwkHda/SQraLfSDd0yodlMayKeNCGGvmdPJJJIjQXwmwxU86WMctmHF4HvriP8lGZ07unuINuFJdC5bRCt9YlPBPm3CfOUTmpcOP3bzDoDmgUGlTTVexWO9aWFUmRxACnXKM6rHKydiLOhHaFyEIEb9RLYb+AO+jm3tfv0Sg0yG/nCc2G8Ca8FLYL9Nt9kueTdKodhsMh7rCb8HyYylGFtW+uEZoO4fA7cPqdGKqBz+1j4coCd6/d5Y9/+4+ZWZkhkUqQOchwcvuEn//Uz48Xnu9MIFlbVlrtFtlilk67Q3IqOT6bK7oy6UmYaKKJPlR6y3xyf/M+1+5f48y5MywsLbC4uijoDrw3bva95PP63jVz6LQ7JOYSGCaDleUVHn/08fHvjXqjd3Uhfj9Wz+1zk8lkxPvztSHf/qNvs7O9w5nzZyhlS/S7fSLxCHv7ezR7TXq9HrJN5uTeCYPWAJPZRLfZpVls0q628ca8As+bqeMKu3D5XXijXiRJwmKzYHVYMUoGsiLT7/YpH5XxT/mxOW24/C6mzk9x5yt32H19d4w/m740jd/vJxaIYYwMnEEnrUYLWZJRZIXUAykOrh0Iw0yphTbUUNwKjWJDzEusMrIinmfd0AXlpNGjU+2Mka4m2YSmauL+3B2I5YzThivgwhl0YnPaxHLILhI7vrgPWZHZv7rPwbUDIosRlp9Zxh1002sKU6zT7yS3k2Okjui3+uMOQ7Ns5skvPUn1pEpsJUb2fpZeq8fKmRUcXgfptbSYURTEjGI0GLH8zDL+hJ9BSxBCFIcwn7aKLdqVNpH5CGeePMP2a9sc3jikfFimVWnh8DoY9oZUuhVMskksn24fM+wMWbYsE1uOYXPYKB4U6Xf7SIbE9PlpRqMRvoQPV8glUlcRN4pFYXgypNcWJBiLbGHvZI9apUb0THT8OHdQoPb0kU7poITJZKJdadNv9fGEPQLhJ8HMgzNgQHG/SPZ+FpvTRnw5jivoIruRpVPp0C/1+eTf/iTzM/PcbN3khc+9MJknTPQTox/7EimbzfLrv/7rYyTUl7/8Zb7whS/8mb7GWwW7E030/2+qN+r0jB7hQHi8QBqpI062TzjeOabaqLJztMO5k3Mkk0kWVxfJprPc+dYdar0ag8GAw/uHlE/KxMNxTiunmDARXAgyqo+w6Tb2tgUuxRf00a63//R7V+sszC1QPin/0HLt75fP66N2WKNWqiEpEq/8+1foNrrYvDbMihlf0kc9VxdD/5ALo2FQT9dR+yoOnwO7187J7ROapSZ2r33cPeQKubC77bTKLUb9kXB75Gr0W30WHl2g1+jRKrew2CwEp4NoQ41AKkCv2WPjlQ0cPgfumJtGpYEr6mIpsiQu2ICjm0ek19JYFAvJ80mxLFJ1nJqT5lETi9WC1WmlQ4ejq0eMhiOii1FCM2IhvvfmHr1v9EQh861jnD4ncw/NYZKFE8YVcdEpd7jz1TscXD/A4XWg9lWBynEpDPtDbvyXGyKmj0FoPkQz20TTNBLnEzSyDeEcAtxBNwNjQKsiDpOhuRCna6ecrp+i9lVcEdFVUDoWMe1hZ4g36iU0F0IdqDzzf3+GXqNHbjuHyWTCYrPQb/apnFSoZqr4434CqQBWm5V2tT2+Tn/SjyzLyBaZM0+dwe6xE1mMsPDoAtV0lZO7JxiGwfHNY7q1Lu1yG3fIzcIjCyhOhfJJmZO7J/jjfkbDEaf3TwlGgzgsDo7XjlGcCu1uG6/ipVcR6TRTXETDa6c1/H4/vXaPWr2GOWbG7/LTb/cpfbdEp94hdTFFv9Gnlq4x7A7Z+s4WodkQNpeNwkEBu88uyjBNZko7JaxuK7HFGIpboVVpkbuXQ+7LfOLvfIKrX71KpVsRyCNlgC/s47R8inpPHfeC/bCC7IkmmmiinxR90D6Ddz5uZBpR6BdYfnSZo7tHhAIhZgOz7N3fI30/TSKQ4IGzD/D8Z5/HbDbTb/a5fvM6zcWm4M8bgpnfrDYpn5R5+MGHkS0ygXCAj330Y1xYvcCLr79ILBkbD6RWLq4QS8awjCy88OR7v+leW1vDUAzmz8yTWEpQK9dQJIXcfg6bx4bD6WCkj9CHOs1Kk3apjcVuoVvpYrKYKB2XMJlNNEtNsvezSJKENtLQVG1csLzxjQ2S55MEU0FapRYnd09IJpKEpkN0K13MspmjnSOGyhD7hp3RcETxsEg1XcVkEng2CYnwXBiT2US/3UcySSTOJsbOYcksllbF3aJA2s2E6bV6NEtNhl1RHq04FNwhN+d+6hyKXaHf6TNSRyJVFPUwc2WGN377DTCB4lCo5+rYnDYC0wEMTaSagtMicSQrsuhX/N55LLORwT8t7rWdWodGqYGEROW0gtlixu62o6kamc0Mo6FIZGFAZDFCu9ymVWxhsVqwOCwC3Vfv4o15cXgdZLeyVI4rOHyOcVm1M+DEE/FglkUiyzAM7D479UKdymmFZrHJaDhi/pF5zLIZtaeKgZjXRrPY5PjWMYpJwWW4KB+Wsdgs1Go1dnd3uXTmEtVMlelz02gDjeqp6I0yNINhf0i/1Se+HMfmtjFoDcjviN6qmQdm2L+6j+JQCM+G8UQ8+JN+XEEXtXSN3E4OXdUxjUxoXQ1z1IzJa+KxzzzG/vo+RxtHZDezKGaFc7Pn3raQfWcCyRfxkTnKYLPZaHQbOOtOHE4H2ZMsSk+Z9CRMNNFEHxp9v6lk6sIUxWYRVVG5fvM62XSWpz/xNO1m+13zgvdLPa8urfLNq99828zB6XJSzpZRHArnFs+97fu/13LqLaye2+fm3r17ZKtZGs0GMw/N0Bg0SO+k0Qc6xaMiieUEJq8J1aSy8NgCu9d2aVVatMvCQOGf8o97m/vNPpWjCmpfZenJJRKrCbHsSAvShqzIqH2V+Gqc3FYOX8xHfjtPpyZw/iaTidxOjux2VtxLFsKYrWYWzi4gt+XxGcA95abdaVO5KboYdUOnkW8w7A5xBpxIZkmkm2M+5h6eQ5Ikht0hu2/ssvXtLRYeXcBkNo1xrbntHJ16Z2w+1VRhEqln6zj9TnRN5/j2Me1qW2DvmiKBlFnPUM/XsdgszD0yR3Qxis1pE71D+Qa1bA27287u67uoPRXDMFh6ckksmto9omcEYaSWFl2FvWaP/JboUfLGvChusSjyRDxiFmG1iFRRe4DNZSN6Jkp+O8/hzUMaedENJVtlzLJ5/LHT56TT7HDhkxfQhzoWu4XiflEkukca6NCpd8jv5qln60iSxGg4YvbKLPpIp98S2MHaQY0HHnsAvNAqtLA5beTaOUanI9GF2RVzkNBciLMfO4vaVzm5e0L5uIxkktB1HW/ciz/pp1FoiPQ6EjMPzKC4FNBg0BrQqXXIb+WpHFc4c/kM/pgfaShx8+WbE4TdRD9x+rEvkb71rW8BYBgGCwsLH3iBtL6+zj//5/+cl156iUqlgs1mY3Z2ls9//vP8zb/5N5mdnf0xXvVEE3045PP62NzdZObyDCAWSDdevkGlUkH2ycTn4/S1/tu46U9/4mn2Nvf497/x70VkN6Xz8IMPY3VZOXnzhNBMiFAiRPpemouPX+Tu9btkMhl6nR4RTwRN09jc2OQ7f/Idwo4wWlXja7/9NZavLBMIBd6zXPv7tbK4wv/+G/875XoZq89KIBXAVrdhYKA4FBw+B9GlKCd3TijsFpBMYsGs6zpqX8XusZNYTaCpGgfXD2jkGwSmAnhzXrSBRuWk8qdlid87UHhjXsGjNZuYvjCNZJYY9oZYbVZUSRWl14sRqukqslVm5ekVtJFGdiuLw+vAGXRSOa4QmgkxdW4KySRhH9gxa8JxW8/X2d7exuwx0212WXhsAYvVMka6mK1mWqUWw7bocTrzkTNE5iMi6o5IKrmDbg5uHLDz6g6xpRjemJfIgihsbJabnNw+QbbJLDy6gGyVsdltHN85pnpcZdgb0q13BVrPZhHovqgHSZJoV9vMPTRHfi/PwY0DLDYLZtnMoDug3+wzdW6KmQdnaOQamK1mkZqaClA8EEWYrqALm9fG6b1TTCYTuqHTb/QFcs+tcOapMxxcOxAFlCON2JkYrqALQzfIbeXGr4HT7+Tmf7kpSkDnwiw+uogjIA6kDreDqdUphp0h5eMybpcbX9TH4sVFJCQ23twgs55h1BpxWD+kXWrjW/QRjAfxerwYmkF1q0q5Usaz7KHX7GG1WzFbzPiTfg5vHFLP17EqVqaXpunMdhh1R9TSNXqtHp1ah7VvrKG4FNw+N6FzIaYuTqH2VPqdPrOrs8zMz6BVNa6+fJWBPBgPSfd29kicSxCKh96GfIQPjmiYaKKJJvow64P2Gbzzcaqu4nV7adVaGLLB+tV1zlw6g97UuXzxMmFbGPPATKvewhf0jY0u1/7oGvV2HcWucPuV27RKLZJRYYT5fpPKhQsXODw6fFvv4nudQd45lLq/eZ9AKoDX7yWXzRFKhZhenOarv/1VNr61QWJZLGpyd3Mc3zkWiJXlBK1qC2/US/mwzNGdIwzdwJ8U+DdJEvddd8jNoDOguF/k+NYxrbJA2PkUH9Oz0xiGga7qHO4dInkl9JHO5subWF1WsTTxOpi9MkstUyOQClA6KFFNV9FUjdTlFO6wm93Xd5GtMt6oF1fIhSvoop6tc1g6RHErDDtDhr0hilMBwBvzIiGhqRr1XF3c64Juapka+Z08/qSfp//G01gUC2tfX6N8VEbtqzQKDbwxMYQr7Bf47m9/l5WnV4guCedtp9ph9sosp/dOx0sgk8WEK+AisZJg6ztbqD0Vf9zPwmMLFPYKFA+KYMDMAzOkN9J0G120klg0SZLEsD+ksFfAbDITXgyTOPe98961A2avzGL32vHGvNSzderZOt1aF2/Yi1kW9/vIfITwfJhmUSz4MhsZFLtCI9/A7/GTnE4yGoheKlVSOc2eYpJNbL+6jdpR8V3yUToqUc1UaRaa2N12Dm8c0iw2cQac2Nw2rA4rEhLJc0n6rT6D1oDZK7M4/U5q6ZpYIoVdouvJoTBqj6jt1xjah4RDYXx+H56Ah+hUlAeeeoD1q+sMTgd89lOffVui750JJMesAwmJre9uYfVYaeVb9Ot96gd1vvCxL0yGTBNNNNGHRu9M/dy7d498LY8yr7B5c5NmtYnD4njXvfr9Us8L0QUWYgtvu9+rPZWNGxt85Kc+QjKZHH/v9zOzvoXEy2Qy5Gt5XH4XbbXNysoKTo+T29+6zcoTK3S/2qWv9VElFavbiuJSuPTCJW5+5SadSofwQhhfwocxEkYXb9TLyb0TkqtJvFEv2lDDHrfjS/go7BWw2q2U9kuCmGKz0Gv28MV9FA+KnNw5ESaLVp/QbIjAdIDYmRiD/ICIP4LqUGkVW6iySnYrizPoxKJY2L+6TyPfoN/s4/A56Da7yFaZ1OUUS08uIUmSMG4A/qSf3dd3sdqtuMNuPKoHk9lEYbdA6bBEaCaEzWNDG2pk1jMYmkFiNUFxtyiIMBem6LV7nK6dgiFmMk6fE7PVLBI2I4PRcITVYcUZcNKpd+jWuxzfOhbYV6uJ8JxA+7uDbprFJoPeAHfETXA6SDVdpd/sEz8TH585hm3RcYQBrXILf9xPYa8wThVFz0Rxh9wc3zmmsFUAEzj9TlxBgfPHgOWnlokuRmmX2xgYBKeDNPINurUuhzcOqZxUKB+XsbvtXPncFdKbaTxhD1a7FZvTxuz5WVr3WzSyDcwWM6PRiOP0MRtvbjAajpDMElPnp5AkiW6tSzVTJZAMkLqUwmq3MugOuPO1O3TrXfqdPp6oh0FnMP75XQEX7qAbk2Ti+O4xMjKPfvRRhp0hcl/G3rWPz7rAGBU96V+e6MOuH/sS6erVq4AYov7CL/zCB/qcr3/96/zMz/wM/X5/7FLs9Xpsbm6ytbXFv/7X/5p/8S/+Bb/8y7/8Y7vuiSb6MOjC6gW+8d1vUMwWCcVCnGyfUKlUWHxkkVq+hnlkpllpEoqFyOfz4wF3LBkjFo4xuzDLp3/20wC8cfUNotNR0KFerONwOkgtpyhmi2ze3eREOuGjz3yUL//HL7O3uUcsEuPh5x+mUW2wfnWdzVc3mZ2fJeAP/EBmqyRJ6IY+LnbuNrvYPDaWn17GJJuonohFTuAzAe589Q6yIrP42CJWu1U4OjSdYW9INV2llqvh9Ds5XTulclTBHXPjS/jwxX20qi3KR2VMsgmzbKa0XxIIkriXWrZGr94TjNyIm0AyQKvSonRYwh120+/0kZCQFZlmsUnsTAy1pzJSR5jMJixNC1bFisVtwcCgYTSwtsRhITgVJLYUEwucSlsUb3YFmk9xC5Sbwyci1k6fk1AqRDUjfuapzhROj5PFJxeRraLYUlZkDN0gcTZBPVsnv5OnWWqK7gPNwDflQ0ISgyldx2qzEpwRSatGoUGr1MIX9+EJeygnyqx+dJXiTpFX//2r6JrOyd0TdEPHF/MRTUXHRZitUoupC1MsPLrAS/+flzCZTDiDTmRZxmQxMWgN6DV7mB8zE5gK0Cw0KewUSD2Qol1p44l60FSNWrZGp9oht5XD7rbjDDpJXUgxfXEaxakwaA1oFVtYZSuLlxZZ/846nWQH5wUnnVaH441jqidV+o0+S4tLDPtDitUiH33qo2gDDc2koWs6XbmLLWHD6XMKdIDdQiPfYDQUTqHyYZnIYgTdpDPqjvAmvFRzVWRFJjwfBmDhkQUK9ws4g058CR+6rpPeSFPNV4nH45gjZm6/eJtP/cKn3uaCa9VaTC9Nvwv5+EERDRNNNNFEH2Z90D6Ddz5uMBiweHYRQzfoVrrsH+2zOLPIww8+LAYY6wVSyRRv/smbGHaDntqjlC+R2c7gsXqQnBI7aYGXmZqZ4t6Ne29bEFksFj732c+9rXfR6/W+7QzyXkOpzeIm+Uoej9/DlUtXODo8Ynt9G5/XR+GgwMGbB8IVazGhuBRRxDwfpfpqldJBSXQOeh2UT8rCNGEYzD80L+7BDivtShtv3Et6PY075CYeiON2utFGGqPBiEqzQrlS5tO/+GlsdpGGvf/SfeweO7HlGPMPz7P24hrqUGXYHor+x24XfaRzeveUXqNH4mxCJHEzNXwxH56oh0ahIVBz5TaDtnA/n9w9we6102/3xwacZrGJJElIJuFSPvfxc1gUCxjgjXjJb+dZeGSBo1tHSJJEej3N/ZfuMxqMuPlfbvLgzz5IaEacp7xRL+YHzDQKDSSzhKEbY9yvWTbTH/VZfHKR0KxIZkcXo6TX0xT3iyRWEoRmQuy+sUtkEMET9hA9E2XYHVI6LP1p+slv5/jOMdnNLK6Qi2axicVuEX1Ofgex5RjNQpODawcYuoHaV6nn6pzcO8HhceBecJO+maZ/0qcwKOAOuekMOhweHiKZJFY+skLxqDimWkyfmUZv6BxuHaJJGtV8FbvTTqfaIbYYwxFwUD4qi3T1rWMcPgeBZAB31E2n0uHg+gG+uE+krA/LZDYyqHWVmTMzePweXv2DV5k5O4M3IBasx5vHhKXweFD01vA1OhNl4dwC6kBlc20Tp8vJ1MUp9KZOdj/L9p1t7JKdn/7YT0/6FyeaaKIPld5pKrl48SLBTFDgN20KpcMSv/g//OLb5gU/LPX8sUc+xtLC0vh+Pxecw3vWSzfX5e61u+8ykqysrHDr1i3urt1lc3eTW7duEd2PEpoO4Ql70Bqa6OsbDilminSaHY62juirfehDs94k5A+hOBUsFgsmk4nQTAjDMOjVe+L+8fQKZquZ4n4R/7RfzBnSNTgRvULGSKRZTZKJ+9+6TzAVRHErZNezNPINdE1n8bFFBt0BVodVGCIcflSX6OhzR9yUK2XK1TIWq4Xc/RzdZpdGoYHdbefM02doFprU83WmLk4x9+DcmLhitVuxWCwYukGrILqk2+U2+Z083XoXQzJw+pyiZ9psopqp4gq6iC3G6DV62H12ps5PkdnIsPvGLu6gm5VnVqiciE5n2SqjqRqyTUbtqQCYzCZGgxEb39hg2B0CAt9mUSxsvrxJtyaS2KGFEKPhiFpG9AvOXpkVGNuRBsBwMETtit7EdrVNcCZI6bjE/pv7+ON+kMDmtuFwO1j6yBILjy2Q385z6w9vMeqPCM+HiSxEqGfqIEHibALTson1b6xTPCgSX47j8DmYck1htVuZf2SeXqs37o6sHFQwqgbhVBh1oHK0ccTh3iHI0G10eeqvP8W9F+8x6AxwRVwYmiFwx10V2S4zaA/o1ro4vA5sLhszl2bEvMciUmnZu1l69R6JpQSGalA/qeO0Onnk2Ud46T+9xGc/9lm++MUvAh8cKT3RRB8W/diXSBsbG+OPP0gKqVar8cUvfpFerwcwxuB9v7rdLv/gH/wDarUa/+Sf/JMf3cVONNGHTBcuXOD8zHm+/h++zq2XbpE/zRNaCGHdshIJR7DP2AkoAbaubqHJGr1Kj3KmTPmkzKX5S/RNfSrFCp1+h+2dbRxRB4PagJ3rO6xeWKVeqROdiXKyfUJpu0TWn+U4f8zzn36eBx57YIyPWTq7xLVvXuOZJ575oeiujc0NrE4rrhkXuq5T2C0we2UW2Sri2m85dOLLcdxBN51GB0/EQyPfIJgKous6g9MBDp+DmcszwjHisBJfjguMTE2UG/oSPgq7BdSuSm47h81tIzQbolPrkF5LoxmawNEUmjh9TooHRQp7BXRDxxV04Yv5REy5p4riSZuVSrqCrMgiWVRuoQ5VqqMquqTTrrRpV9rMPjBLMBkks5nBwGD64rQYblw/wOayUT4QQ6fkahKH3yG+x1AVnQr9IQ6/A7vbTqfeweF1iHJqk3ATdaod3CE3M5dmGA1GtGttKscVeq0evoQPta/SKYsuBU3TqKarSCYJCeHu9Ua93P6D2+y9sQdi/44n6mHxcbG06ta7tAotRsMRrpALWZF58X9+EbvXTuR8hMhSBKvdSnGvKNA3doWD6wdMnxedDaPhSETdRzrtahtfwkf1pDp+XWPLMfqNPha7hV6rN37NZassovJuB3pP5/6r96lmqlitVmwugXA5/5Hz+AN+Xv7yy1g8FkxOEzbFRiFfQHNr4IR4NE6r2cIVdGH32FF7KhbFQmwxht1px+63s/HSBmiI4V/Axfyj8xT3injCHrwhL0WliOyQqWYFHlC2yqCB5JTI7+bpdDrML86P/zy/1TPWXGzicDpo1BvAD0Y6TjTRRBP9JOm9ugje0vcvy9/5OLvdzqA3ILWQopqtEnkmMjau3HrjFoFAgE++8EkOfu2A63evY3FYCAQDXHnsCopJ4UziDHOzc2zublLeLON0OpkJzNBsNfm1f/Nrb3Nivt/Z472GUoV6gXq/Tv4gz/TsNJ/+2U/z+huvc5w/xmQ3sfbtNSonFYJzQXRVJ7+dxx/3Y5IFUiaYEs5Zf0LgV+PLcSLzEWFQafawWC10a10UhyiAfvi5h4lNx2iVWshxGYYgyRK5jRzBmeAY8eqf8uONejF0QyDcTttMX5zGd8lH+n4ai83C6b1TgjNB4Wi2WkRp8+s7uIIuFJdC8ahIIyf6ECILESLzEdwRN7mtHKf3TvHFxVlhNBzRLglE8ag/EsMeCbSRhtkiEtyyIpPdynLtd6+hqWKw4w67icxHaBVaJFYSSJLE0lNLZNYy5HZyqH2VvTf2KB+JTki7x0633iWzkaFT6eCLieVKbidH4lyC/E4es9nMuY+fQx2ozD88z6g/IjAV4N7X79GtdpEVmVAqRGwlRvWkSuW4QrvaxqJYOPfxc0QWI9Szdda+vsbp2um4uNosm7HYLYyGI0JnQrSP29h7dtInaWqdmsAbx4NE56PIZpniVhG6MHVmCrWpUm/VmX9inntfv4du0kmeTWKxCUSgL+mjWxUJbIfPwaA9wD/lZ+W5FUqHJTIbGQadAeXDMtWTKtFYlMc//Ti+iI/9u/uc3jul5W/h9ri5dO4SSk+kxm7dusWv/7tfRwpKdDtdMscZrnzkCsVske03trG4LbhdbhxuB16Hly987AuTAdJEE030odM7TSVms5lUKkUqlSLqi5Jfy7/rvv3DUs9be1t86YtfetvnfX/S+PuNJCsrK3zla1/h9TuvU+wW0WQNU8zE0dERQ9sQzarRa/cITAeo1WsU00VSF1MEU0GKx0V0Xefo1hGGZqAPdQbtAaWjEr6ED6fPSb/dx5/wj9HubyHnAMwWM6XDEg6vA0/UQ247h8VmEb0/62kGnQG9Rg+z1UziTAJnyEljQxBB1J5Kt93F6XDSLDaxTdmIPBhheG9Io9hg2B+KJEt7gC/mQx2qY/qGLIv31Y1cQxhiJUmYcCUJm9dG6aAkKB1Tfix2C06/E2/Mi8lkEr2Isnk8i9i7uoc76Ob2V26PU7lLjy8RX4nTLDUZ1UY4o04xn5kKYlbMwuR7WuWb/9s3Rd8xYLFbWHxskcBUAJvbxsm9EySTROWogivoYuGxBaqZKqHZEHaPmH+0i20wILebw+61Y+gG/WZfLKiGI/au7aE4RYd2bDFGMBXk+NYxe2/sUT2tCkPOmZjoqpQlfDEfhm5g89uILkYp7ZfEjMAmngN9pFM5Ffjc4mERV8jFSB/RUTt47V6G0pC6Wie+EqeSEQaZwkFBpLLjHgo7BQLTAcLzYerZOqWjEhjivCRJEo1CY4w/lm3fM6/2obJfoZPvEIqFCCfCNDINdm/uEovE6I/6f/r34gMipSea6MOiH/sS6fDwEBBvNC9fvvxDH/+//C//C9Vqdbw8MgwDk8lELBajWq3S74t/MA3D4Fd+5Ve4ePHin7ljaaKJfpKUmk4R8AcYSkN0s47dZ6ff71PMFLl89jIXnrnA4c4hV1+9yt7dPZZ9y287XP3Ov/kdJJ/EQB9Qa9UYtAdYJatIJKXrOBwOzp89z9QDU+joKCGFYrHI//Xb/xdOl3NckPlB+1/Wt9Zpd9oE3UGmzk5RPipjsVtQ+yqSSRoXQw86AwwMtIEmlhPfw47pmk4z38TQDEySiV6jR3gmzLA7pJat4Q656bV6lA5LOP1OoktRTGYT9Wyd4mGRZqlJt95l9tIs6lBl6ztb5LZz6COd/G4em8tGbCmGyWzCH/fTrXcBsDpFB0HlpILFasHldFHtVKnkK1RPqpSPykSXopgtIv31ljtp/819zGYzs1dmCaaCFHYKlA5K2Fw2MdwYjLAoFkb9Ec1ik/BsWJRtD1U8EY8YJFXbdModIosR5h+eRx2qGJpBzBIjdSnF4XXhppUkicObh5zcOyE4HSQ4GwQn7F/dx+qyIssye9/dG78WseUYn/x/fJLiQVEwek0S5cMyuqHTqYpl1Pyj88w+NIvZbKaeqyNbZJJnk9z947vjcmxADFZcihjWzITI3s+y98YeZtlM6nKKer6ON+oFA+EU7qpUu1UURcGkmxg0B6g9lfnz87gDbmqVGu1Gm5lzMzz01EPEkuI1ufnqTXSzztqtNWaWZ2jqTWSzjNliptvq0msK55Qsy0TmxGCpfFQW/RJNCZNZROoVl0JoJkRiIcGwNCS+GEeTNJGU+x6ayBv2ovk0mvkmNqeNYDBIzpnjYO+A5fPLAG/rGdNkDY/Nw603bv1ApONEE0000U+S3uoe+mH9h+98XDKeZGNvg6K1OO40eufnbW1toSoqf+v/9bfe9bWvffMaS4tLfOmLX3q3E3P+gzkx32solYwnqe/VcYfd7O/us3JxhVwuR71Rp5KpcP7p87S7bRxhB5JJYvu1be5+7S6yXUbTNfyaGBwFpgK0SqLA2SSbcHhFf8+oPxLGknJblDBHLVQrVYbyENki0612cfgc3PmjO6QupdAGGu1Km/iqcMa2K20GnQFOv5MzHzmD3WXHMIwxVja+HMcZcDLsDAXy7rBEYb/AsDuknq3j8DvwJ/3j/iSzxczKMyvUMjXu/fE9DN3Al/SRPJvEE/VQSVdoFBrEV+JkN7PIVpnCXoHCXoGjm2KIBgKLt/D4AtnNLJ6wh8TZBNXTKvntPL64j2q6yuGNQ45uHKGqKuc+eo75R+Zp5BpoqjDuSLKEN+aluF9EG2jkd/PMXZnDGXAKd7OmoQ5VZEUmsZIYn0+8CTHoWnx8kVapxc7rOwy6A9a/uU5gJ4DNaRMl5hbhaG4UGiIdhUTqcorKcYVSv0TooRC2iI3CbgFN1VCsCm6Hm+QjSdL2NG6Pmzuv38GiWLCarOxd26OSrbD0xBLLTy+Lfs2i6MU4vn2MP+HH4XNQL9aJLEXGTnVfzEd6I02z0OT8R88zqo5QFIW55TliyRiHm4ecWzxHKpXi1hu3MMoG/+p//VfcPbhLOpdmeW4Zu9POztoO3qiXK89cIb2bZvP25iSBNNFEE33o9UHNJ2/79Q+Yev5+WSwWrly58q75w7Vr1/j6a1/HNmXDF/cxszqDYRhc/6PrHK8dgwHVQpWTo5Px+8iZSzOYFTOh6RDD4ZBWuUV+N096I02/1aeZbwqjottOYbeAP+HH6XMi22S8cYFZjS5EsSgWLIqFyGxknEgtHZSQrbKgkoQ8hOfDogPQ4yC7myVzP0PqUkogVDcPWb68TKvRovhmEU/EAybGlJFeu8elT19i+allht0h269ugwGlwxKxxRiRhQiugAvJJNEsNkX3UbWDN+YlthjDHXGT382L2UmmJvqbMlV6ddE5XM+JRYg76MYb9eKf8qP2VXwJH3avnZmLM2y+vInaV1HsCrtv7uIJe2jX2rzyG6+ME0h2r52Hf+5h/EmBorN77Kw8s4LaU8luZgnPh7F77DhbTjRVw+F3iM81CzTdoDNg69tbyIqMzW2jUxOzCdkqE0gFcAfc9Jo9dl7dodfsoQ5U0Vut6TQLTVKXUxiGwbA3pFVpUc+K/sROvUNgWqAFm8UmM5dm8Ia9dOtijrD1nS1cIReD5oBGpUGlXEFtq2O0nmSWSG+kWX5qGYvVQrPQxGQ2kXoghTfqpVVp4fA4GA1G3P7qbVqVFp6oB7NV4P0Vm8LZx8+iuBQ61Y4wBpfaKIYyTuqXN8vjP8t31+6iKRqbe5v01nrY7XaS8STJZHLSvzzRh1I/9iXSWwuhpaUlTCbTD3ysYRj85m/+5nhJJEkS/+gf/SP+8T/+xzgcDnRd5ytf+Qp//+//fU5PTzEMg7/39/4ezz//PE6n88f9o0w00V+41tbWOCof8bf+n3+LTr/Df/2d/4riUphZnaGZbxIKhVBsCisXV+h2ujx05iG+9MUvjT9/NjWLXbHjdrnJ5/LkC3kee+ExZldnOd07ZWlhCY/Tw7Wja5y9dJbf+M3fQPfrzF+aJzGXoFVrjQsyp2amKJwUfiiv9ejgCEmWcPvdOINOAqkAJpNJuFwlGLRFsWP5uEy/1afbEJFt2SKwbu1ym16jR7fRFYc+yYyu6cg2GV/ch4FBp9ZBG2mc+/g5mkVx4PMEPVROK4Lte34KWZEpHhaJLcbwRD14Ih5u/P4N6vk6rXKLhUcXGA1HeCIeSkcleg3hVmpVWgSngzRHTcrZMtn7WRq5hjhAxrw08g0sdgvRhSiNfAN1oLL4xCLF/SJ2t53Vj65ycO2A3FYOTdVoBBtUTirkd/KoPZW6tU49X8cYGZgsJpCglqmh6ZoYkJgk7G47+kgneiaKporh09a3t1CcCpJJolVq4Y64qWVrtAotOvWOQNQVW+PXPr4S5wv/0xcYtAd4oh4CUwEqJxX6rT6HNw6xe+2EpkNMX5wmeTaJ1WbFP+3nzf/0Ju6gmzMfOUO71EYdqBi6eM4TqwlO755yfPOYwHQAm8tGYjWBL+6jciISUza3jVquhi/hw+F0EI6FOb5/TLfVxSE7WDi3wIXzF3j5Gy+z8tgKTq9T3BsMqOQr5DI5HBEHvUyP5qCJ4lTwyl4Mw+Dw9iHOoJOkJ4niUDAwyG5m2Xl9B6ffKRxHPifxM3G6za74NbuFbr9LtVglsZIgOh+lnq3jT/iJz8c53TzFF/DhcXvIFrOcvXyW7bvbPP6Rx/EFfcgWmac/8TS337zNy197GWfCieJTfiDScaKJJprow6x3dgh5nB4sAwtvfP0NonPR9+0eemdHkcfnoZlucusbt4hFhBHgnUv23/7d3/5gfUv/jU7M9xpKJZNJiqUi17avcbJxQrPX5N6de1TLVSKJCE/+zJNkj7PUW3U0XSN+Ns7e63v0W33UgYquCmwdJpDMAl0bmA6gjTSsNiuj/kgUM3f7qH2V4mERxaHQb/fpbnfxxDy4wi42vrlBfluUSctWWSRcEj6qp1XUnsr0hWlxj6+2cQVcdBtdMEGv1UM7EaYHp99JIBmg1+6x9909RoMRofkQoekQslWmnqvjDrlplVpIJon4ahx/3I/NbcPmFghYb9TL/ZfuUzos0WuJs87tP7xNZiMzfs4sdgsWm4Xj28fChJEKISsygekAzVKTRrFBq9yimqnij/tRXAp2rx3ZIuMOuwnNhqjn6vSaPUYDkXY2DGOcwm7kGkiSxNGNI2SLjN1nx+qwUs/VmXtojtBMiL039hh2h4Rnw4RnRe9RbDkmuiARbt/cZo7j68c4/U7QwTclUuk2l01g7PodvA6v6JCoi9cil8mR7qaxG3YuP32Zl7/yMsWjIja7jZE0wpAMzLIZs2wmkAxQ2i+h6zp2j53IYkSgASWJwxuHBJIBTBYTrWKLrVe38AQ8pC6k2Hl5h9JxieZiE0/AM8bfepweCocFysdlTponXHnhCtYNK5ghuhCl2+xy/ZvXaRQaJGeSkwTSRBNN9BOht0wllQVBPMnkMvR6PTRVo7hV5K999q+963P+WxZP76evf+PrSD4Jf9yP1WclFBNI1ed+/jm+9ptf4/6r9+m2ulgcFp76q09h89sYqAMkXSI+G+f2N28TnA4y6AlTa+pyCkyIgX9VvP+1u+34kj4MzWDq/BSHNw7Ze2MPu8eO4lSonFQ4uXdCv9UndiZGt95F13Qks4TaF7QMf8LP+jfXcQVdqH0VJKhn67SrAg2PAen19DjZE1uOEUgFSJwReNpOrUOz2MQdcaP2VY5uHzEcDPElfAKfe1wRuDqTiaUnlvAlfFSOKnhCHroNQW/xxrx0ah1hmJwJcnTrCG/Eiy/mEzj9XB2L1cKwN8TQDQKpAP5pP9nNLA6/A5PJxOF1YSDRNR0AZ8DJlc9dwe6xs/nyJmaLmdBMCJPFhNpX8Sa8TJ2fQhtpKC7RW+iL+8ZpJIvdgtliprBXwGK34B65aVdEQsk/JZZ3b6WTHH4H7oib49vHmM1m4mfj6JpOpyYWNIGlAADNYpPyYZlRf4Rsk2mVW5hlM1aHlU6tg8vlYuWZFQq7Barp6hjpa7ULc7U35sU/42fQGdAqtcQMIiY6Gd/q6o7ORxn2hjTyDYbdIf6kH4ffQXQximyVye/kmTs3x9TsFJpZIxALsP76Ovt39wmHw7zy8itofY0Z/wyqKhCB3732XWxzNlyzLrwBL91Od9x37vF5KGaKH/jvxUQT/UXox75E6naFyz8YDP7Qx169epVsNjs+rH/mM5/hX/7Lfzn+fZPJxE//9E/z8MMP8/jjj3N6ekoul+O3fuu3+Nt/+2//2H6GiSb6y9JbDttgJEiQIM//1PNcv3mdZCyJU3GSK+SYnZ19X7TW1t4Wl568xJXHrzBSR3znG98hk81gls20221e+cYrRF1RlpPLjEYjSp2SeFOrddFaGuFEmMRcgnuv3KNWqtHJdejRe19eK0CxVMThc1A9reKOufHH/VTTVXwJH71mj8pJBW9ELAX0kRjUbH5rk/BcGJNhAg2xZNEMUg+k0BoarVKL6HJU9AdpYsGcWE1gc9toFVt0qh1ku8C1VdNVHD4HrZLAniXOJjCZTMLl4hEx693Xd6md1nAEHDAELa9RKBSYvjKNNhSHhFqmRjVTBR2iy1H6zT6eiAfFpXB69xR/wk/ltIIvKtAx6lBFq2h4417OPHWG3dd2Obx+iCvkop6r4/K7mHt4jt3Xdrn2O9eILkVpFBv0W30KewUcXuGIVpwK3UYXd8gtFmH7RYbdITa3jflH5mlX2xR2CjRyDYp7RbxRL1abKPR8S56oh4ufuohhGPTbfdxhNw6vA1JweOOQQXvAzKUZXCEXFpuFwm6BZrEpXMJDDf+Un+hiVPQPGAbBVJDd7+5ydOuIymEFm9uGJ+IZP9cOv4P4cpzifpHU5RRmyUzmXgZXwIXe0zm+d0wtWyOVSnHx2YtcunSJ1196HUmW0M06h9uHNE4arN9dx+qxMlJHYkAZ9ZDfydNr9XBanZh7ZkbVEem1NP64n3q+zv1v3cfusyNJEpGlCI1sA13S6Ta6dOodYksxQrMhSsclAtMBfHEftUyNo5tHSCOJWqGGrMtU9ivYZBvPPP8Mr3z5lXcVudeyNX7+Mz8/GepMNNFEP9F6Z+InOhVld3uX7f1tkaz5rpnBaIDP62NpYYmpR6bGn/vOjqJipsjZ8Fkuxy/TH/Upb5bf1Vn0QZ3HPwxz835OzPcdShnQaXTQ+hqNfIPKUQXVpJJYTeD0ORlsDWgUGzQqDUySibMfP0u72qZ8UKbX7OGNeek1egJ/slfEHXajazp6T0fP6hgDA2NkYHPZyG3lUFzKGE/7VpejN+pl8fFFTLKJwl6B/E6eqfNTuAIuTGYTNrcNXdVplVvomo475EZxKaTvpYktx5i9MotkEv2Nuq5jMpmwKBZO7pygOBScmpPRQBR299t9uvUuoRmBjDGZTXRrXTFE+V4XUOmoRHQpyum907ctkEIzIRKrCTEskk3CDZ1vcOu/3GL1uVV0VadRbJDeSOP0OwlOB+m2uhzdPEJTNTEIA6x2K8PukP2r+2NX8bA3pHJSITAVwGwViWe7x44kS9QyNSyKheWnl0XPZLVNcU/0Vti9dkyyidVnV8lsZtBHOrJFLLVcQRfTkWn0gU6mnOHk7gkXfuoCuqaT38ljc9uQTBKj4Qiby0ZDalDOlPH5fPzWv/otRoy4+MJFfEEfpWyJ3Wu7NPNNTu+djp8zh89BZC4iMMr1Lv12H6vdSuZ+Zpxab5aaBKeC7Fzdod1tkz/Nj/uQdF2nsFegddTC0rewfbLN1ENTmJ1m3FE3pUyJufNzzD00R2FHpML6+T7F4+IkgTTRRBN96HXhwgV293fHxJPQVAhtqJHZy2Bqmzg8OuSBBx54279jHzT1/EG0d7xH7OEYOjo2p23863aXndmLs7QqLQJTAZFaKTZpN9uY7WYM3WBYH2LGzOm9U5xBJ/OPzWP32snvCtNH6bCEJ+yhsF8QCROLGavdSng2TPGgSOaNDJ6QB1fQhSzLBJNBjte/1583FcAT8WCSTaTX06z/yToxb4yu3OV065TYYoy5h+fGXUXF3aIggzw8T2QpQqfS4ejWEdV0lValxemdU2rpGtpIY/ryNP16n62Xt/An/LgiLmxOm1ikTAXwxryMeiP67b5YZiGx+uwq1XQVi2IhuBTk5PYJAKlLKfrtPr64j5E6QhtqwmSZFCaRhccWsNgsnNw+4XTtlHquPkblW51WLvzUBaJnojQKAsG3eHmR6FKUbr1LtyY6Hoe9Id6Yl2FniIHBzms7+BN+muXmOKHjDDi5+MmLuPwubn3lFlaHIKvIFhn3jDh3deod0nfTlA5LzFyeITQTIrOeoXRYYvryNMPukEFnQH4nj2SWcPgcNLIN0W+FIYgw+RE22YbJJwy8xf0iTp+TmSszRBYitPItcrs5geWd8gn6ijoSRB2HhdkHZ7G77TRLTYHzBYEZdiiibqDaEX2VzQGlPZEer7QqDAYDbvzhDWRFJrgYpDws02/2cSpO/vArf8hUcopGr0E0ECW1kBr/Oe5FexxuHpJv5kl5//TXJ5row6Af+xLJ6XTSarUYjUY/9LEvvvgiwDiF9Mu//Mvv+bhEIsGv/dqv8dnPfhaAf/tv/+1kiTTRfxd6pzv41p1bXPn4FTRNw2w2vw2tZXFZMAYGiq68L1rr+4c3byUq9jb32N/dp3JYYVgZ8qVf+hIrKyv8j//v/xFn3Ik9YMcVdjFSRxwdH+H3+HEGndz4yg3OXTz3vi7hW7dukc6kGZlHhKZDtBtt7r98H1/CRzPfpHpaRVZkhn0RgS4flum3+yguBVmR8Uf8aD0Nw2RgtVnJ7eTwBDw0s01a7Rbxs3GcfidqT0XX9PHwxe6xU80KN4kn6CGyEMEddAOMD35vlSMP2gOSZ5O4Q24G3QHaoYbH4iE2F8M/7WdrY4tOvYMv6WPpySXUvsr619exe+wA1E5rnH/hPNWTKtV0lVpG4PUGvcF4UVXL1JAtMs6gE1mRcflduMNu3CE3do+dqQtTbL+yzd4bgvc7UkeCm2wx06kKZw51wVtu5BpiQWaVmb44jclkwmqzcuapM9RzdQq7BbLbWbrV7vj1uPKFK/RbfYr7RcHrjbjxRDyUT8rUTmvjRVXqfIpOvcPJvRNsThvhhTDdRpdgKohkkigeFBkNRrgj7rETqt/s4wq5SJ5N4kv6aJaa9Fo94u44s1dmqWfrpNfSzF2cQ+tp5NfzpG+maRQbLD28xMUrFwmFQty8fRNN1+hWu9itdtSSSqafQdIkHnjqAbbWtijuFfHH/MJFvJUj18qhSRrJRJKDtQO2X92mnqvji/lYfGyR4kERp9eJ2lLFdYfdVNNVEssJ4ZDO19l/cx/Fo4h+p+6InVd30HWdYDjImfNnmE5M0+/2eeKJJ3jgwgPvW+Q+0UQTTfSTqu9P/Lh9bu7duwceOPPcGW588wYGBm6nm2g4SmQ5wkvXXiKdSY+H2u+Hlnk/fVDn8QddNr3znNSsNck38qTmUmMnciaT4Sh9RMAb4FN/91OYZTO1co39k33qzTr3rt1D0zRa5Ra9Ro+zHz+LyWTi4PoBS08ukd/JU8/WUVwKiluhW+1y4/dvEIgECDvD9Bo93CY3u7ldFI9CeD5McFp0Oqo9UZbdLDbxhD3omk6/08efFMaHG//lBuG5ML1Wj8JuAYffgVk2ozgUZKuM0+ckvZYmsyEWJ5JZYtgZ0ql2GPQGBGeDAjsT9RGYClA+LtMoNrC77HQN0dM07A1xB93Yp+wMOgOahSbqQHQzntw+Eb2H39PyM8uEF8LCWBJ0UU1XqWfryIrM6Z1Tbv7Xm1hdVo5vHmP32Dn73FkiixGK+0X239wns5ERCzTZTOa+GOpIknBh53fytKttapkay08vCzOLDqHZEJJJ4vDaIbHlGFa7lUFb4P10TWfUF+8ZdV2nXRMpLWNkMEwOWX5yGYfqwBfyUUvXiC5HWV9bJ7uRJXk+SbvS5vTuKYpLPA9rL63RzDbxx/yUciUapQbzV+ZZfmSZzP0M3rAXl99F8aiIK+yiU+sQmgvRKrQIpAI0i02WHluiWWxSOCiMscy6prPw+AKx5RjNfBOr3Upf6uOz+cQyqt3FLbn52Cc/xm/9p9+ia3TxxD3YfXai1iiFTIGbf3KTQDwAZnA4HcQDcZ698OxkgTTRRBN9aPX99+C19TXSR2kSswlG9hEer4dPf/rThCIhbr1y610J4nemmd8v9fyDvudbJJRyqUygH8Dr89Lv9N/2+Ha1jTfoxaybMdvNRGNR0rtpivkiwVSQqcUpJE3i5os3cUWE2XPQHmA2mwmmguQHebxxQR/ZeGmD0ExonGbpt/oMe0PMihlPyEMoEWLjtQ18CR+XP3sZQzOo5+vUM3WcLidTF6Zwup1UM1UMDJY+uiQu0oDZK7MsPLbAwdUDLIoFk8mErun0mj22X9vG5rZhNolOwdx2DpvLxqA1QFZkeq0eqqqKe73HjjfmFT1C9RpmqxkGEJoLYZJNFA+KKHaFRqEBJvAn/ARngpSPy3RqHYLTQUqHAse398YenogHm8eG2lfFz5Ktj5/bYCqIf0pgXgedAYZmEJmLEFuKiX4jzSAyH6Hf7pPfzaO4FDRNIzofRTJJ5HZzZO5liCxFsLmEKTW/k2fmgRnREd3qkzyXxNANes2eqD5QNVRVRbbKOPwOkQRv9cfdj1v5LUyyCbNJoAqnz01TPi4TPRMls5ahvl7HH/TT6/QY5Acc3jjE6rCy+OgiZz92FrvPLpLanZ7ozx7qROYidEodhoMh0YUorWKLYCqIL+HDYrOIzuuBysY3NrBYLXQqHdwBN+1Sm3K6zLe//G26gy7DzhBXxMXKR1ZILiZpVVsCmxhxsXG8wTdf+iZmh5nN25vIXplkKonP58PusoMZtu9u8+m/8ekf+d/jiSb68+jHvkQKBAI0m01KpdIPfewrr7wy/tjr9fLcc8+972M//elPc/bsWe7fv8/t27dpNpt4PJ4fyTVPNNFfht7VB5CKIx/I3Nu4h8Pr4OLFi29bBL384suMmiMuRi++74D7ncMb2SKzcnGFlYsr3HrjFkpb4cqVK9y6dYvj4jGPfuFR7AE7jW4Dm8uG1W7lePOYfrGPPtJZvrL8vi7hF7/xIhavhXMPnqPQKxCcDVIr1ERfTWdIv92nU+/Qb/fJrGXoNrtEUhG8YS/zD88TnA5is9nYfG0T2SYzdW4KZ9CJSTEx2B9w+6u3OfvsWTxRD6PhiNz9HNMXp3EGnGTuZ/DH/Vz+zGVaBcE3fquHqZFrkN3K0ql28EQ9aKrG9IVppuamoAYHbx5g99gJTYWoDqvU0jWCU0GMkYGu6siKPMbtlU5K3HvxHlpfI72eZqSKYufAdABd10mmxACj1+xRPi4zGoxInEsgKzKlgxLF/SKDzoDQbIhWpUXqUgp/0k/5uEx2M0vluEI9W8dkNo1dNYP2QDhWQk4G3QHzD8+LAk+7hfhqHEyMe5ASKwkcPgeaqlE9reKJeZDKEhhgMptoV9t0610sNgutikhwDbtDVp9dxR12Uzmu4Ev6sNqsZDYyNEoNrE4ruc0c6DBzZUagZhbDuHwuBqsD6tm6+JmmQyw8ukBhq0DlqEJpv8RjjzzGkx99kp2tHTp0aHaabB1u4Qq4WLi8wP7mPqqs4rA5KDQKWNwWDJd43nPbObZe22I0GjHqj3AFXSTPJenJPXRNx26zY0QNpi5O4fA6MEYGzUITV8hFo9hg9vIsma0MW69sYffYxZBor0h2I4sZM4FYgEd+6hFcQRdaW8Mm2/C5fWQ3s7zw5At/piHpRBNNNNFPitY21whMBWh2mrz25mtkK1lSyykcdgfB+SA2w8YjH3+EO9+6g9vrZuns0p+r2PeDOo9/2LLJ7XRz9epV/uPv/EfyzTzxhTjzC/MEI0EOXz3kt/633+KpF54iGAny+muvUywWuXTuEtl0lnwlT2QxQrqYZtgbcrp3ijvoptMUCwPFoVBNVxkNR/gSPoKpIPdfvk+/0cdsMaMPdVDBVDHRaDcY9Ud0e118CR82n41urYts/V5aSDbRqXbo1rvEzsQIL4ZpZBuofZXUhRT1Qp3bf3Ab3RBJFaffSTAVxGq34gl7yO5k6bf62Fw2OvUOhmYw6IpzgNVpZf6heQzNQB2ouEIu7F472i0NEOi9wl5BFIP7nUgmCZPJhOJQ0A1d9CtKEmaLQLM88LkHsDqteEIC+euJesaY4WAqSC1TGxeGO/1Ozn7sLP6EH4DpC9MsPbnE1f90lfxWHlfIhTbSwIDkhSShmRD57Tyj4Yh+s8+N379B8mySQXdAo9Cg2xDdBDaPjbUX1+i3xBnR0A1kRRbY3qCbwk6B0GyIwkGBQDxAyBZiMBDGHavLSrVXJZgKktvOsehZZOmpJfJbefav7iNbZUqHJfShWEzlD/IsPraIoRnc+uNbGJJBdCnK+efPs/XaFtnNLFabFW/US78uXntDM9i7ukd8SWACO40OjXwDh99B6nyKQW9A/Eyc6flp7n/rPqnFFO1mm8HpgF/4zC+wt7fHrc1buOIuWs0WkiwRjAV54rNPsPHmBs1sk9xujuXkMi98bmJWmWiiiT68eueswjpl5UzoDOaRmWg0ytOfeBrZIsaL75Ugfmea+YMY9d5rPlKv1jEsBmuvrfGxv/YxqtUq3VAXdaRSTBc5un9EMBaEJritbh56/CGefeFZvvm1b9IZdji4c0Cn2iEwFSC6ECU0E6KWq2F1WBm0Brj8LhxeB8lVcc+qHFfG/cqSJOGL+XCH3CDD5rVNcjs5Fp9YxBv2ktvOUdorYYwMFi8u0q/2aVfatKotHCGH6AjyO+nWu+N7dafa4eTOCdpImFuii1EauQb6UCd2LibOHLUujVwDxaUw+9AsnrAHA4P03TSVE4HzH/aGqD2VyFKE6om4Nw66wkgSng+z8OgCu9/dHfcsT52bIrOewZ/wY3PZaFfbjAYjju8c0613aVfa9Nv9MR7WP+VHtonuZMkssX91n+kL01gdVpF2slswdAOb14Yv5uPo1hF3v3Z3bMY1dPFe3RlycuETFxj2h+R382AIjKBZNtNv9slv5/FGvQwHQ/rNPvVsnUa+wWg4op6pgwGKSyGRSjAajOjWu8iKjDci+p0UhyLMsL0RK+dW6Jf79Jt9arkaLb2F1W7F7rfjCrlolVu0ayIF7Q65x3/ups5NsfvmLuXtMr6ED7WrsvfdPVwBF+pAzJe0oYYr4OLBFx5k/9Y+vXaP8FwY90XRNXV074jT+6ekLqYIJUO43W7iiTidVIf8dp5ytcydjTs88/PP0K63WX9jneO9Y6KRKHbFztG9I5SRMulfnuhDpx/7EmlpaYmjoyN2d3fp9/vYbLb3fNxgMODq1atIkgTAs88++0M7lH76p3+a+/fvYxgGN27c4KMf/eiP/PonmugvSu/VB/DcC8/x+uuvs3+8TzAYJJVKIVtkYskYCzML42H3++mDDm/WNtcIxoKMhiOSU0mcdSe1Wo12oy2QHOkCw8GQgToYp6K+Xy6Pi2vXrxFbipHP5dna2WLlYytceOECFsVCt94lv5Nn/U/WhYvE60CpiWLEQW2AVbIyaAw4vXOK2lE5+9hZLFgo5UqEpkLE5+Lce/keR7eOCM+FsVgt9Nt9gaupdmiVWsw+NIvL7+Lk7gntWhtqovCxWWiS28mRuigWNhZFJH1aOy28US8Ov4NCvoDaUKlnBZs/OBOkVW5x/6X7tMotbB4bA2mA3WWnclqhXWoTnA7ijrgxmU24gi66tS6n904Jz4XxxX2c3j1l+ellZi7PUDmu0Kl1MMkmZh+cRXEqZO9n0VSNrW9viUJpScTn176+RuJsArNsplvvUsvUCKaCaENNdBOUm/Q7/bHbOJQSvQiugAtv3AsG6AGdRr4hUH+VDiaziWaxSX4njyfk4cyjZ0QpdbGByWzi/rfuY3PZqGarNItNMENpr4TT78TutmO2mkmcE91H+Z08w/YQU9DE3INzbLY22X1tl+HlIc1CU3Q9ySam5qb40i99afxm4vd+9/fwJrw8/NzD2F12wsEwg8KA/HGevrtPuVKmY+5QvyvQcd6El+kHxMG0WRTR8dxWjux6FnfYzfzFeUw9E6H5ELagjalzU+R2c0yfn6bX7HGydoLT58RqsrL95jb9Zp/YdIxzT55jOBgiaRJ7t/fADAFvgLAnTLqQZnV6dXJYm2iiif67VbVWpdlpUhqUqPaqBFIBLG4LmVwGk2JCbal4Ah5CqRD7u/usXFz5cxX7flDn8Q86rxSPiiiqwv+58X9SNao8+oVHMVlMNKtNYt4YP/c3fo5v/N43KG4WUQsqtb0alx6/RGwqxu27t7n80ctYbVbWrq6x9s01PBGP6PI7rRBdioIEI3Ukune+h4/zJ/wc5Y6Yf3Qet9MNFagcV/DH/BxvHZNv5Ln4yYt4o14K+wWK+0UUl0gtOYNOZi7P0G/10QYanogHtafSa/Wo5WtIZkk4Ukstjm8fM+wNsXls9Bo9ijtFZKtMaCaExSY6CjCJEupuo8v+1X0M3UDXdLZe2cIbFXjg3HYObajRrXXxxX0Me0MsNosYDNXa1NN1oktROtUOvoQPd9hNcEYsivxTftxhN4ZmYOgGil3BolgIzYRQ+yrl47IYGH7vftyti+6mdrFNpyYWZoPOAHvAjtli5ujGEWpPpVluEl2KMugNaOVb7L6+S78teqdiyzGBixmMcAVEYlvOyrSKLfbe2BujAE/unojvN4SwPYwxMpBMEupIRfWodModus0unWqHg+sHWGzizOkKujAw8MQ8ONwOZi7OoGpi8fZWH0NwNiiSYFYzl164xP71fdJraQ6vH2K1WancrxBIBVB7Kif3Tug1e/Q7fQzNwJvw0m/3xdCr06daquLwO7j7+l1kWcarenn5Oy/z1W99FcNuYPFaKJwU8Cf9BCNBfH4f85fmOTGfYG6b+cX/4RcnxpWJJproQ6m3kkBf+aOvsHG0wQPPPUAoGaLaqzIzPYPVauXOt+6wt7nHysUV4O0J4u/XnzXN/H59iSbFxP/xP/8f3HnpDu6Im4ONA1RNYMW6tS5myUw8Esdpc3L7pduEZ8IEfUHufuUu/XafhYsLVHIVgUpVZJGu8TroVXqUTkpkNjKYZBN2lx1XwIU/6scdcnPzKzcp7BXIbeeQFZnQdAhXWGDNmuUmzVITk2Hi7KWz6KouqCsehZa5xVRqikFnIK7fbKK0X6LjF+aJRr5BYbdAvyWSy7IiY5bNDDuid2fqwhSdekfMR3WBUnsrCTx1cQqLVfQa1rOCVNIsNen8UQck6Lf6OH1OcZ9VZCyKhVqmxtJTS9jcNvav7RNfjtNr9SgeFOlWu1idVpLnkjh9TqKLUV75zVdIXUpROargn/ILrP9JRZxRgPxOHofXIbC+ZgnFreCJeDi9e0ppv0R2M4vJbMJsMbP0xBL71/bptrpUj6q4Ii4Acts5omei6COd/av7IvETdpNYSeBL+ijuFTFZTCL52+oz6o2YvTKLruu0Si0q6QrlozKxMzGCySBuw82gMhCdh4qZjtzBP+un8C2BKfQn/FgdVtrlNgCJ1QSZ+xmq6SqeqIczT53h9O4p9UydmSszVE4q7L25R7squps0VcMX87Hxyga9Vo/oUpRQLITT6SQ8EwYTFI7FDG04HDIYDHC6nLi8LlRDpa22CcaCeH1iPnKyfcLB/QPuv3mfuek5kpEkc6tzE2PJRB86/diXSI899hjf+MY30DSNr371q/zcz/3cez7u29/+Nv1+f7xE+shHPvJDv/alS5fGHx8fH/9oLniiif6S9F59AG/h627fvU2v0uPJp578QLHvt/RBhzf1Rp2llSVyJznai218Ph+ddgerw4rD7aDf7uOP+9+WijKbzYzUEVtrW/yHX/8PlBtlgq4g5qiZpDVJbjNH7bTGzJUZ2pU2mfWMQKyE3cxemUW2yBiqwen6KXe/dZdnfuEZZFVm6cISslVGbat0mh1km4zL5SI0HaJ0WsIdcBOaCXH/5fvc/IObhGZDDPtDFLvC8e1jRv0RD3z2AdLraU7uniBbZbxRL4HpAA6Pg0ggwqg2ol1pC8yMuc/GzQ18cR+zD86SWE3QLDZplcSSaer8FCazCXfEjd1t5/DmIdHFKFc+fwWzxUx2K0txX/QlDHtD0utpEefWDZwBJ+pQJbOVwWK3MPPADK6AcL1YHVZsbhv9Tp/QVIjIXIStb29ROixROaoIp7CmCRReWJRm21w2MvfFoVbXdPwJP7JV5srnr2BRLAy7Q/J7ebwRL716D0MzOFk7oXpaxSybcXqdROeixKNxXv79lxmNRgRngtg9djGE2swhSRKukAun38ncI3O4Ai6Gd4dMX5gmPB+mWWhSOiyJLiSvg4VHFzi6dkRxr0h6LY3VYmXxoUXmU/N/6kaLhKhn6gz7Q/7o9/8IXdOxDC10a10sugXDZnDjlRvY/XYks0TqcorAdIC5h+dQnOJ17da6wmXVGTJ9cZrkxSTpG2la3RZhdxjLgoVWucXhjUPR15StcnrnFLvNjtftxev04gl5xMFWVlBHKkd3jrCoFpaeW+Js+CyXLlyauIAnmmii/67VbrQ5GZ7w3KPP0V3r4gv7CIQDdAddsjtZbJowe7n9brLpLPD+w6Dv13vhZi6sXuDChQsfyHn8g84rykihL4t+v9hUjNmVWQA6kQ7r19fJZDP0zD26hS6f/dRncTvdqD6V48Nj/Ak/5WyZm9++SfY4i6wI3OxbqdXSYYluQ7hYdU0X/YdhkcxxhVx0T7siHdwZMuwMKZfK3Lt1jzNPnhGdBG+lgVRNGFdsTU7unTB1cYqROmLz25tE5iMYuoFZFgsWf8LP7EOzoncRGHQGdGoiLR2cCTLsDGlX20QXowRSAeHEzdWRJEn0Ska9SJIkFl23j6icVqicVFB7KlaHlfKRcM5a7VaK+0WqmSrehBdvzMvp+imJ5QSKW8Fqt46NPv2mQPRoIw2L3UKvLlK/kkkS+ByrjCSJroHcdo6ROiKQDBBZjFA6LNEsNlHbKsHZIJ1qh+xmFm2ksfrMqijUDvvQdZ3iQZGdV3fIbeZInk2y8OwCo8GITr2DO+QmMh9hNBSY32axiTvshj4kQgmG7SHoYAvYMMIGg7RIJHVrXQbtAcXtIiNN9CB5Y15cARczD8yQWRP9T/HFOC6/i065Q+KMQN0O+gP6nT6yTSaxnGDUG5HfzuOJehi0BgJhMxPEbDZTPi5Tz9UJpAIEk0FiZ2J4wh7q2TrlTBmtqaE2VB574jGufv0qhV6BwGwAf9JPo95AMktsv7lNIB4gmohSzVXZeHmDzz/z+Yl5ZaKJJvpQ6vuTQCf1E1IPpLCFbWzsbdCsNLH4LMwuzb7NeAJvx9X+efR+fYkXLl3giY8/wdrra/RrfU4zpygOBYvNQiqWwu6289RnnqKcL+NCmAcauQb1wzqJswlsPhvWlpVatoYr7BImVYsFDPAOvKx9c41WqUXqQkrcv1SdG39wg0q6gj8pcG6yVUZxKqQ30gy6AzDAaXMSX4xjVaxUS1W8KS/uVTf5Th6r3Yo35qVbF+hZWZHFjGQjQ3Yry6A7YPmpZRYeW+Du1+7i9DvxT4mU0LA3FJh+s5nsdpbetR4SElPnp+g2BKq2VWqh6zr7b+yjOBXkGRlfzIcr6ELtqxzfPsbpF2g9i8PC3nf3xOKs1ePg2gGlw9K4/y++Gqff7OONexl2h8xcniGxmqB4UOTo+hHNVHNMOkk9kCK9lmb71W0C0wGCqSCNQkMYYWeDWOwW0vfSmMwmHF4Hxf0i/ik/dq8dfahTz9bJrmeRTBLNvLjvn3nyDGc+cgaTxcSgJRLMgakAtdMarXILu8eOf8qPLyn+XFhsFlwhF4c3Dzm+fsy5S+ewmC10pS5Wl5X79+/TbrfJfSuHOlQFss9twxf3UT4qozgVkBjjiNulNhLSmIDj8DjYTe/iiXhYfHwRp99J+ahMdivL/Zfvs/rMKuFEWPRRtruUciUqhQo2j41hf4gj6ECVVHK5HCZMdJodWp0WmGDt2hrOkJPZs7PMn5/nZP+EfqmPUTV44MIDf+6/QxNN9KPWj32J9LnPfY5/+k//KQD/7J/9M372Z392vCj6fn35y18G/rQP6YOkisLh8Pjjer3+o7ngiSb6S9J79QG8ha/TRzr337hP3vtn62f5oLFxn1cgzEyyiTvfuoPVZ6Wrd7FarBzeOSQaiPLC51/g6tWr41RUIp7g21//Nq+8/AoNrUHyShLDayBpEgvLC/Q7fXZe2+HoxhFWpxWz1UxkIYIv4WP2gVl0VcflduEKuFj7xhpv/uGbIuGimBj0BpgdZsJzYVwhF4ZhYPfZad9us3dtj6N7R6hdlXquLoYrmTq1dA1ZkUmsJgjNhLC5bVRPq0QWI2hDDV3TUfoKtMHhcaANNQrVAuVyWQw4kj5apRan6ilIgsUfWxZdSTuv7hCeC1M9qaKpGtGlKL64D4CFRxfIbeYYdoZUT6oUdguce/4c4YUwp/dO0TWdVqWFJ+ShkW9Qz9ZF2XR3iGwVxZF71/Z45K88wpWfvkL5pMzGNzaQDIGc6bV6ZDYzOL1OCnsFXv//vk5sOcYjf/URGvnG+GfVhhpWpxWb00a33iW+Guf4lugwsDlsLD68yKAzYP/6Pu25NvOPzOMKuzB0wW7OrGeIzEeILkWpZWqEZkNYbVYGnYHA0bT6WGwWEqsJdl/f5eD6Ad1aF5NsYtgfYrfZmV2dxaW4aOaa9Nw9DrYPxkPAZCjJXmWPgTogHAgj2SW8US9dtcu9rXt4nV7q9Trxs3GsTiu+uGAO77y2Q6/Rw5f0icPmSMcddmOymERirNai2+mi6RqzD8ySXk8LPMz9HFNzU7zwV19gJI3YubdDLBLj9iu3iUVjzK3O8fwzz1M+LfPppz89cQBPNNFE/13qncudO/fuMPKOGPQHKIoy7hIY9UfUi3VmUjMAtGotnC4n8MOHQe+Hm3nx9Rc5PDrkc5/93Nucx29d02//7m+/beH0yRc+ydzW3LvOK7fXbqP5NPZ29nD7BW5E13WqtSp9qU+/1ye6GGWvvMeLr7+IZWChW+myvrlOsVJERaXb7eJJelh8YpF2qU2n2hFGj66KJWHBarOK3p3ecNzjs3pplUg4Qvm0TLlZxhK2UG1V8UV9eOKi70gySxzfOaaWqdEsNdGG2ngQ4Y16GQ1G7F/bZ9gd4ov5cPqcTF+cxj/lp1PtkFhN4Aw4qefqOHwOSgclvHEvUxemkC0yVrsVl9+FM+Bk+9VtAC5/5jIHNw7IbGRwBVz44j6Sq0lGwxGHNw7BgMpRhXQrzZ2v3MGf9PP5/+nzbL28JdC+EQ+tcguzbGbQGXBw/UAsiLwOWqUWALJVDLfQEf0PVrNA2tS6GIbB7JVZ5h+ep3xcxmKzsPLcCofXDhkNRtg9dtwhN81ik5M7J9g8Nkb9Ec1Ck3q6TigVol6ogwSZ+xka+QYmiwm1q6LrOoPugFqmxs5rO0wvTWNX7RiSQblYxh4U6Wh5KAvEn91Kq9QilArx1F95imqxiqZptBttwjPhcX+l2lNRuyrldBmr3YpmaLh8LrxWL8frx9QLdVx+F4uPL3Lt966JQvLnVgW2JtugUW4gSZJAIM0EcPgdAEgmcZbx+Dyk76YZWUesr6+Tq+X4xGc+QafZwewx43Q7KRVKDEYDMpsZjq4fMWwNmfZO80t/55cm5pWJJproQ6F3nhnq1Tr1QZ0Xfv4F6n9cJ7GQYHphml60x71r98geZonGo28znryTePLn0fv1JZrNZh557BEsLYt4zGKccw+eIxlPEo1Eef1br7N7cxdN1hjahsxOzWIZWVhZXIEgmBUzqcspiodFTu+dMugMsNgt1NI1tKFG8nwSk24iv5Mnt5WjWWlidVpZeXYFb8SLbJUp7BcY9UZIhkTluILRMQh7wjSbTQq7BZSggmvahSPgIL4cp7hfJDAdQJIkatka/oQfbaRRPiqDBO6wm+JBEUmSkK0ygVRg3AGtazqesKjuUOwKhzcPOfuxsziDTk7vnQIQW44x6A4wmU1jI4l/ys+wM8RsMdMsNDFbzJhNZtrVNg63g8pJhXaljWEI82v5qDx+LsyyGV/Ux90/uosz5CS3ncPhceDwi5/HardS2CvgCriILkQpH5bpVDsCO5etE1+OM315WvQydlVO104JzYWInYnRyDYo58qoQ5WFJxaoZ+vC9HJSRTJJpC6kMAyDdrmN2lOxKBbCc2G0oUZmM8PCwwvIikzmfmZshjVbzdgsNoy6gdpWMdlN9Do91tfXye5m0TUdta+y+Mgi2lCjdFSi1+gx6A4ITgcxy2b0kY5iV7j9tduMuiNKRyWQ4OjWEd6Yl+f+5nM4Ag56jR7+KT/TF6d57d+/huJQmDszR3Y3i6ZrZLfF94vMRmiWmhiaQXA6SKPc4PjuMbVKjX6jz2PPPUYhU+CVP3iF1GKK+eV5MgcZTm6f8POf+vmJwWSiD6V+7EukBx98kIcffpjr16+ztrbGL/3SL/Frv/Zrb3tMqVTiP//n/4wkSRiGQSwWe1vK6P0ky396+b1e70d+7RNN9Bep9+sDkEwSqq5id9gxMP7MX/eDxMbfwshceeYKiWKCP/n6n9Ab9fAH/DhMDn7q8z/FyoUVivniOBUVC8V45bVXKFaKhBfCuENuaoUahmHQb/cJTAc48+QZ2pU2rqCL0mFJ3OS/t7TwRX1okobdZ8cddpO+m8aqW6mH6rhSLmYvztLr9xgMB7iCLpwhJ3avHYfPgdVu5ejwiGauSeRsBMe0g9JRScSXp4XjxeFxYLKasDqsmFwmzDWzSDj1VGRFxhQ1YXQNZKuMJ+LBYrWgOBUCqQCtQgsJCVfAJTi96ojRYESz1BTF134nJrP42o18g8h8BLvXjt1np5qpcnL3BItioVlsUjmu0G10WXxskehSVCyzXAqGLpAsVqeV0kGJ7/6H73L++fMM2sLx60/6WX1uldxWTqSTjiuk76XRVI3jW8fEV+I4fA4Up8DBSJLEoDtAG2mM1BG9Vo/Sfgl9pDPqjFBbKoPOQMTZI27Ci2GsTivFw6KIcUui4yCyGKFdbQsXdsBF5bSC3WunlqmhqYL9O3V+CrWrkt3M0q12sVgs2OfsOFwOPC4PuZ0c+/V9qgdV3HY30VCUmzdvkryS5NHnHsWEiX6nT1frcrB+QGfYwTvnxVQzoTgVTJIJi81CbjtHr97jzEfOsPPqDoFEgF5DlGwigSciOq72ru9hc9uwuWzIsozZbSYSj+D2uul3+xwcHtCsNPFYPHz0Ex99G7P71hu3/psxTRNNNNFEf1n6QcmftwbS77Xcsa5Z6ff7vPR7LxGeCtPsNalkKpRPyyhWBYffQbPapHxS5uEHH/5Aw6D3w83Uz9Tf1af0QRdO369X33yV+Hwcp8tJqyaWHPV6nUa3QXQ6SrvURjbLnDl3hkeefYTX/ug1DtcO2d7bxuK3cOYjZzjdOMUdchOcDqKPdDDD1MwUlaMK1XQVdESXY6bGwfUDIoEIVr/g/LcKLbL5LM5ZJ82ScMlarVa69S4b39qgXWrjCDgY1Ac080167R7d613MZjOeiGfM9c8389g9dkoHwu2r6zqNQgP/lB9PxDNGxfkSPlwBF2aLWSB4DUSC6nvdCYpTwea2UdwrMv/oPPWsWIAMB0PquboYRkXcXPu9a7QrbdqVNt/5t9/B5rRhc9rQVI1WsYU20PAlfDRLTfbf3MfusYszZ18dm10kScJit1A6LInPq7QIJAMi2YtEuyzOeKHpEK1Ci/RGmshCBMWuMBqOSG+kcXgdyDYZrS/S1WpfpVFskN/NY+gGvoSPdrWN4lRwBV1gAnfQTbvQprnRpDKsYJJM6BadQWtAiBBmi5lGvkEz26SwVyA4HWT3zi5OvxOz2Uyv0aN8Wmb/zX2QILoUxWw2k95IU9gvYPPY8Cf97L65y9HtIzRdwx/34w648YQ9JFeTqD0V3dAJJANYXVaCM0GR3Gp2QYJatoZVsQrDTX9As9rE6XKyeXsT3ayTq+bwODzkD/Nc/thlAuUAe/f20Doabo+b2HSMv/6zfx2Hw/Gj/cdhookmmui/Qe91f773B/fACSeZExwOx/gebHfZiaVi5PZyHG4eUsgUkNoSt9649YGJKW99zx90lvlBfYnNepOzq2fFEulCnPnl+fHvvdUhffXVq+zd3WPZt8wLT77AzVdvoppU5i/MY3FaWH1olVd+9xVqmRrdZpdeo8fZp8/icDowmU1sfneTo5tHOINOVp9dJbYYYzgQxlHDMCgeiL5jk2rC7rFjMpnwRr20ui00i8awO8TQDeIrcSrHFfa+u4cz4BQJpPsZaukauqZz4YUL3PnqHcIzYWLLMYr7RQBKByXUvkq33kUbaSx/ZBlXyAW6MHsc3TyiVW4ROxPDGXDS3GgydX6K0FyIVqnFaDgikApQy9RQnArdRpfoUpTCToF6vi4WSJpYwGx/Z5tBW+D20mtplp5a4vX/+DqGZuBP+DGsBtOXpulWu3TqHcLzYbqNLjuv7wjiSVB0PBq6QXAqyOITiyCBoRk4fA5MJhOGZtCpdAikAkSXorSrbarpKp1aB9ki4ww4GfVHDLoDqmlh3vWEPVjtVtq1NiazCWNkEJwJYnPaKB2WqGfr2D12dE0nGU3S1JtIkkT+KM/99fsE54I8/DMPU8vU6DV7jEYjatka5ZMy3qgXZ8BJ8aBIr9nD7rbzxF95glf+3SuYFTMLjy/gjXrJ7+bRBhprf7I2RhRLZgl/3I8v6qNeqLN/bx+3243iVrAP7VhdVnL7OdrVNusvrVNZqqAOBCK4clQhEA7gjDpZnl6melrl4N4B/VIffaBzbvYcn/vs5yYGk4k+lPqxL5EAfvVXf5Vnn30WgF//9V/n7t27/N2/+3dZWloinU7zK7/yK3Q6HQAkSeJnf/ZnP9DXrVar44/tdvuP/LonmugvUu/VB6BpGq+/+jq3rt7i3LlzxC+8e9jyo7i5vIWRufXKLUKpEOF4GEmRUNsqi1cWWbmw8q5U1MGNA1Snymg4whPwkFhOUC/XaRQbtMotLHYLSIyXR8PuEJvbht1rp9voEkgGMMkmJLNwv9pcNmyajdPdUy6uXESXdWSnjCZp1LI1atkaobkQjUyD5EKSs5fOkvPkMGQDfagzaA5IrwmUXEpP0Wv16Nf7lI/KIjqe7TJqjLD77OgtnXqtTm4rh9oXP8Nbrh2H10Gr2ML43n/D3hDZIjMajpCtgk/cb/XHHH+A0XAkhiK5BoZhMPfQHIZmEJoPcXLrhGF3iEk2YbFbkJCYvjSNyWQit51j0BmQOJegnhFpIE/Ug91rp9fsUdgvkDiXQBtqXP3dqxi6WCIqTgVX2IVJEl1HTr8TXdfpVDqofVUwldt9IksRkgtJzJKZeqlONV3lwscvgBlMkomD6wciEWWRmXtoDv+0n36zz6gvlmbusJvRUHxcPCiy/Z1t4WCSzNg9dtSOyqA1IHguSH/Qp56vs9/dx+f1cfkjlymny+RLeVxOF61ui1anRa1WwypZMQVMtGotJJNEYjVBt9plMb5IsVpEN3QG7QHVkyqB6QDesOge8MQ8mBUz5YMy4WRYfO75BK6Ci63Xt6jlasyszHDx6YvUF+sYJYNOusPGSxvML87z8IMPs7i6OF4gwQfDNE000UQTfZj0gxYxu/u7zKZm2drbYm1tjXwrz8e/8HFWz61iNptZubhC39ynXqmjN3Uaxw1y/RwzZ2ewO+zs3d4jv5knEU7QarQ42Tz5ocOg98PN+IK+d/Up/VkWTuOv870h0sLSAtdvXqe52KTeqGNz2ui3Re9QuSyWXr6gj5E0Ymgd4ov4cM+5mT4/TTVdJTgdHHfyhGZCop9xVeHoxhHbr26jjTRkRcbQDCRFotvooo90qr0q2UwWr+rFbDETmgpRTVfJ7+UxNIOVZ1doFBpk72fxxX34JB8WuwWXz0W/16eeruOeFV0EvqQPk9lEq9SiU+ugj3RCMyGQEMXR/ZFA4gSc4ySSxW6h1+hxfOuYXqNHPVdn1B+hj3TquTpWh5Wp81Mc3TrCExGp56/886+g9lVAnBnUnkq30UUySVgUC+eeP0cj20AdqjiDTpr5JumNNM6AU+B4v2c4Sa+l8YQ9xM7EUJwK/VYf2SJTz9dBEp0AVrsVtf89g47JhM1lIzwXZtgdsvPaDmpPxeF34Il48Ea9KE6FTqOD2WwmMBXAMAxsLhurz65idVhFF4XZRPJskvpWHb/spzPsoPk0rF0rue0cikNBHaoM2gP0gY6mahQOCsSX48LEU2qS2cgwGo64/OnL+ON+ZLPMw88/zIu/8SKHdw7JrGdwh90sPLaAO+SmXWtzeueUeq7O1KUp1IGKN+wViyKHFZPJhCskzDX5LYEmapfbGLqB0TfQ+zoHRwdYFAvehJfhaIhnxkMhV+D6i9eZWZ1hZmWGg+EBSlvho499dGJgmWiiif7S9X6dR8lkkmA0SHAhSL6Wx+V1cXpySnOxiSfgwelyEgqFiAajbL+6TdwdR2krH5iY8kFMJR+k33ltc+1diybZIrNycYVup8tDZx7iS1/8EgD9QR+9rdPv9rF7RY9fOBVGcSvUC3U85zwsXlik1+phdA0a2Qb9Xp9kPIkn4qF0VGI0FO+R29U23oQXxaVgs9rEHMHjwJFycFg8xOf3oWs6vVYPq93K0hNLZLeznNw+oXgg+g+nzk8RX41z56t38IQ8rDy9wtTFKTIbGXqNHtMXprE6rTQLwjCx/+Y+kknCZDGhDTVObp8QXggTmY9gdYr7p9VhBUOYMUqHJXxJH916l8pJBckkEUgGcAadDLoDRgNxlji8eYiu6gCYZTPTl6YZdoYMWgOcfieloxKzD87i8DgIzYSoZ+vUs+L8MVJHpO+lRbeRDuc+LogsZrMZAwPFqaCNNNShislsYvriNDa3TdwrW17sHjvaUEMbCqNJr9ET7/ujHsyyeUyI6TV61DI1RsMRjUIDI2jQb4k0fWg2hKZqlO6X8Ea8mOwmjtJH6IaON+JlpI7wh/3MLc1RKBY4XT+lcloRfVEeJ4PeQJwTdJkbX76B7JC5/KnLGJI4nxi6QafeoVloiufgYohmoTlOrtUyNRrzDVLLKQbagM5uB6tLnBFsDhvocHT7iNJhCavdit1mxxf2gQySTcKZcLJkX8JtuKEOLzz5wmSBNNGHVn8hS6SPfOQj/MN/+A/51V/9VSRJ4s033+TNN98c//5bCLu3/v+Lv/iLH+jrHh4ejj/2+/0/8uueaKK/SL1XH8D25ja3rt7i0uVLvPAzL4yH3z9o2PLfondi78pbZWSPzHMvPPe2obtskQmEA3zsox/jW698C00XwwN3yE10NoqkSDj8Dk7XTqkcVYRrRtVolVvk9/LIVlm4VqpdmoUm2e0sp2undKtdZJOM5Jco7ZU4unvEYDggNBuiW+uS38uLrp6Ai8MbhzjsDqJzUVaeWaFWFM6hqCNKM98ku5ZlNBhhsVtQhyrdWpfYYgz7RTv9kz6nO6d0Oh061Q6DzgCbxyacMLU22kjD5rIxUkfisFDr0CwJ5m96Lc1IHTFoDcjczwhXq8WMxW5hNBhROiyR284RXgiPDxvuiJvKUQV3RPQlaQONwHQAxS64u2aLmcJugZnLoitp69tbWB1iWOEKuGgVW9Szdda/vj5eIPkSPswWM6d3Tpk6P0U9V8c/Jf7967f7ZO5nUPsqwVQQq1UcUt5K7WS3s6Q308g2GX1bR5Illp5c4mTtBH9cFIrKiox73035uCx6ACxmzBYz3piXZqFJfkc4qU2SSQykkCjuFcEAzJBYSjC3NEe5XkaVVZ7/vz1POV9Gdsjoqs7d63c5c+UMDrNDDKx8TrxxL9pQo9cWi7NWpUUj28Akm4gtx+g2u6gDlV6jhyfkwWQ2kV/LY3FYcEVcDDsCpxdaDeGL++i2u9SyNRyaA0/Qw2OXHmP1ydUxp/v79aNidk800UQT/UXp/RYxlYUKv/Nvfge7YufSk5cYKAN8YR+n5VPUeyoXL14cL2ISiwl8Nh9f/BtfZG9zj/Xb62ze2WQqMEUsGMPj9uDoO3j0yUffcxj0/e7hr339ayw+ukjoRAydzGbz+HHvXNT/WRZOb2l16f/H3n9GyXaf573gb9felXOuruqc++RzkCNBgFkUZcqSSEuWNfKVly1rjXRH0nL4Mr7j67nLy54rX3s8poMctGxJJmVZJimQBAESIICDcHByn9M5VIfKOe+qvWvv+fAnWgQJQBBJSaRVD7+AZ3WF7q7q/a/3fZ7nt8LvfvF3Cc+HqZVrfPl3vow9ZCecDJPfzWPTbJw5fYb5lXl0TWdrfYvjwjHFfJGoNcr68+v0mj1q2RqhiRCmYWJ32ZFtMtHZKO1ym+xmluhMFF/cR9FbZP7BeZSBQrfdJXNFMB0nzkwA4A66Ofz6IZIksfDwAp1ah3q2TmI5QWQiQi1bY+6BOWSrTPpaGtMQ9W/Vwyp2r53x0+MMegO2XtqinC6z+uwqhmbQqXfoNrrkt/ModuUEHj0cDDFMg25dXAszaxlqmZpgJMR8JE8lsTpEYqlT6bDzyg5DbQiAw+tg+fFl3BE3teMa9Vyd2QdmcXqcuJZd9Jo92pU2loQFSZIY6mKIUzmoQA2R3poKE5mJICsynUpHmIQQNXdI0Kl3sDoEWwkJBt0B/U6f4XB4wnCUFflkcXd89xirzcrs/bPE5mMcXD8gkAwgWSTBjrIKhmNsLobW02gcNEg9kMLmtKGrgp8UiAZwuVzsXttF62pc+MgF9KFOOV2m0xCDnna1zfmPnmf2zCydTgebYsMYGiw9sMT2a9u4Qi7Of/w83rCoSFQ7Kt6Il9c/+zrlvTLJlSSGbjAYDohMRSjsF2iVWriDbuHsPq6R3ciiNlXO3HOGdrtNKBZi9vQsfbNPuy7Ymw//6MPcfe0u9aM6xWyRarrKL/7VXxy5jEcaaaQ/d70b86hSqeByuRj0B3jCHqSORCqe4ubXbxKZjNBut1HLKsPikE8+9ck/8d+092Iqea9853dbND11/1NcuXKFZ559hr2jPQLWANefvU5qKUVsIkbpsETp8Js8IIeN4lGRTrlDcatIu9bGHxOLotJeCWNoMPfgHO1q++T6uvrsqpgbWDp4w16UmKiia5fbuINuWsUW0ZkoDp+DqfNT1HN1GoUGvpiPseUx0lfT9Dt9nD4njUKD1vMt7B67WDAtjyFJEt6IF1fQxeGNQxrFBu6Am6PVI7S+RmIhQWgydFI3q7ZU3CE3hm5gmiaKVSGxlGDv9T3S19L06j0sVgs2t43wZJg7z9w5WSDZ3XYe+WuP4PA5qGfqaKqGaZjomo5/zH+Sjo7NxgiMBSjuFnG4HcgOkby2e+z4k6LuzzRMJFMYcsoHZSRJIjQRIjQeYqgNRZOKLCpho7NROrUO4ckwx3ePqRxWcAVchMZD2N12JEncT/W4Sq/ZY+/1PfGzQcIX8TFoDhioAw63DgmFQjT3mximwcqTK7g8LjIbGVyKi+RUkqnIFG6vm/XhOt6oF7/fT7fSZdgbEpgLkNvOkTqXQnEoDNoDdFUncyeDJEukzqQAMcOZvjDN5PIkl//rZQZbA7SKxsYrG+gWneJBEdM08Y/5CUaCSENJsKu38gTng0zMTjBsD7nzjTtMLIul2v7GPs3dJv/LT/4voxq7kX6g9WeyRAL4J//kn9Bqtfg3/+bfnCyM3tSbjCRJkvjpn/5pTp8+/Z7u89VXXz3575mZme/vEx5ppD9jvR2/6Hj9mNOnT79lgQTvPmz5dr2Xyps3H//N2rs3XT+JVOItj/utrp9nv/Ys+eM84Zkwud0cnrgHxangiQg4ZW4rR2Y9g8PtoJapYXOI3vp6tk5lv4LdY6dZauKP+Rk/PY5skdF7On1NwBOdfifdWherw8rUuSmi82IQ5PQ4kRwSs/fOond1KqUKkl3CP+k/udgP1aGAXPucJBYTGIbg6HjCHnzLPrZe2sIT9ZBaTlHP11l8eJFrn7/Gzmti8NIqtVCbKrVsDavDijviJpQKMdSH9Ht90lfSvPY7r5FcSWJz2ejUOxR3i+gDnfs/eD+Vwwq+sA/ZKuPwOAiOB5EsErtXdtE0jYE6oFvrklnLMOgO8Cf8aANxSFNbAurtCri4+9xdsaD5pkKTISYvTOL0O+lUOuJAZpFoV9q4w260nkblsMLk2UlsDhtjM2MM2gPGp8e5+fxN7D47Np+N+GKc7Ve3CSQCJ/Hxfq8vOocdVlKnU+y+tsvW5S0URaFT62CRLXSqHVHBo4lhlq7rjM2PkZxNsvn6Jr1Oj0axwerXVrHZbDz1V54iHA+jDlQYChdRfDZOs9WkXCrTrXWZOj91kliTLTLJlSSSRQIJsutZNr6xQXwhDiZk7mZw3ePiL/30XyK9mubOa3doZpuUjkssnFrg/g/ez/7aPlsvbmEMDKxeKx/5qY+g3a/xtStfo155ZxfbSCONNNIPi95pEdNRO0gBCa/Hy6WHLrGztUPydJLIWIT99X3CmTDzK/Nkj7OsX1vH7rATD8Tpdrr4HD7+2l/+a+9pCPTt7uH4TJym2jwZOp07d+5kkfTti/p34hvomk6lWOGVr7zCs88/S61Sw2FzMDU9Ra/bI32cxtfwkZxPUi1WuXP5DsP+kOWlZd738fchKzJf+YOvcPPaTa69eo3k6SSTFyaJzkZRrAoHqwcU94vINlmAk0tNfPio5+rU83Wm75mmXWsjK8I4MdSHtNttinuCl6BYFTBB7ansX9tHskiMnx0nvhAnfS0NEkQmIwy6A2JzMVwBF0NtSL/TJzIZwWq3YvfaUZsqQ32I3W0nkArQaXRoFUXlTHgyfFJTm13PYnfZSZ1J4fK7UNsqrVILra+dmFyCqSDhyTBDbUhxp8jR3SPWX1gXdX1AeCrMx//ex1HbKs1CE6fXKa7hQ4Narka32sXmEjVt7XKbZrlJYaNAab+EK+BCVmRSyyl8UR+tQouJ8xPEF4VhR7bKDAdD3AE3alulU+vQKrVOTDT5rTx7b+zhDXuxOq1Mnp8kkAgIeHi7T3QuSnQ2isvvAhPCE2H0vo5aFa5ixfZNHlTUw9GdI5Yjyyg2hepRFZvLRr/ZR1EU1J6KO+xmYmaC1VdWsTqtnLp4ClmRefm/vEy/06d0KJzj5cMy1WwVtaXS7/UZnxyntFNi9/VdMITZJjodZfriNPVMneRiksx6hn67z1AaomnaCUjcF/URn4szdXGKZrZJKpXi+pevc/aRs8ytzLF+ax27zc7aN9YYnB/g9rtpdpvIA5kf+8CP8VM/9VOjBdJII430Z6q3mwkoKOyX93nwQw9S/8O3Mo/21/dP0kcun7imvVkTd+fGHTZvbXLPyj3vOXn07XqvppI/ju/8boumufgcu3u7PPfac0gBiehMVLCKwh62r26zd32PZqFJcCKIN+alkW3QK/doFps0qg3Gz46LxG7ATS1XI3UqhUWxCH7wVATZJlM9rhJIBBgwoKE2UI/EEqdZaHJ8+xiLYkFtq+gDwdgpbBUIJoPCFLp6xOGtQ3wxH+GpMJ6wh1qmRiAZABPK6W9y/PQhFosFq91KPVvHH/PTrrVxeBz0mj3K+2W0vkYoFaLT6JCwJ2g1Wwx6AwzDODmPBMYCrDy5QrMojKF3vnqHQXcAgDvs5rGff4xgMnjStmIMDWrZGt1Gl8Obh4yfGae106JZaNJtdOm3xdzGIgsjSqvUYu25NWLzMZw+J+1ym+1XtkUiKh5AsSlYFIuoptfAarei9TSaecFN6ja6DNoD6tk6g+4A/YJOLVOjU+3QKrdInUmh93U6lQ6Htw6JT8QJJoL06322Xt/i6OYRJX+J2ftmCU4GxQLQbWfBs0Bhq4Db68a0m1QKFexuO8FkkPSNNIPugOkz0zRzTTH3sFiwK3Zkj8zx2jGD7oCJCxMkl5O0ymJONGgPCMaC2F125lbm+Ms/+Zd57cXXeOWFV+gNe7hDbqYvTOMJeXC4HKSvp5HtMopdITQdwoKF/HaegzsH+P1+aoc1PIZnZDAZ6Qdef2ZLJIDPfOYzPPHEE/ydv/N3ODo6Ovn3NxdKTz755Hfwkt5Jmqbx9a9//eT/Ly4ufn+f7Egj/Tno2/lF//xf/XPGzo69ZZHzpt5LDdc7xcSffvFpvvb1rxGJRmh2mgT8AVYWVjBNk42dDSrVCvn9PE//ztMsXVoiFAm9xfWzvLwsGEHVJssfXMboG2y/uo0n4sEwDcrpMsXdIq1Si9hcDF/URyARoLRb4urvXyWYDJ4AGacuTeEL+/AH/ByvH+MJeti6uoUn4mHm4owYMFigVWmRXcviDXvxRDwU0gUGxoDYfEwcONQBVq+VbqvL0tISx1eOcTlcWO1WHB4RI26UGljtVuILcRr5hoifux106h2mL02zd0WAqitHFSwWC8W9ImNLYySXkoSnwqgtlW61i/19drYvb3O4eog37GWoDxl0RF1fdi2LL+rDG/PSKoq6tuFgSPJ0kvxmnuJukU6lg2JXUBwK4ckwxtCgXWqjqRpqW2XQG5C+mn7LAimQCjBxYQJZkVl8eBGLxUL6ZloAtA8rpK+lkW0ysiLSUZ6gh/kVARAPuAM4PA4WH1pEVUUVjd1lJzoTFXcuQXG3iGJXMEwDxaoQmYnQzDfZ+MYGel8nNhcTrAGrTPZuFqvNSmIpcZKGGr84jj7QBXPB7yBzO8P2i9vkz+ZxhB2kJlLks3ku/uhFkitJLBaLgHzXOhzcOkCxKZx56gyxyRilgxLZzSwuv4vceg5TM5kYn8AVc+HCRXG3iKZqpMZT9Ho9zsyfwRf2Ud4ukwgmeOTnH6HVaOFSXZw9e5br16+T38/zb//Pf8vY3Bizc7PYrXaqx9X33Nk90kgjjfSDojcXMcPhkEwmQyaXodfrkc1ncQQd6H0d4IQhNLEwgSfkIZPLMDk5yeMffJxmtUlpv0R+9TsHMn+cvt097HK7eOPaG0QSEfL5POFMmMnJybdd1L8d30DXdF545gVevPwiSlRBjsvY/Xaa1Sa3jm7h8roYPzOOW3HjtXix+q1YViyk99I88fEnqJQrZAoZLE4LulMnPBNm8uIkVocVY2hgdVoZPzvO5jc2ya3l8Cf9VA4qgqlTbOJ0O5mbnWMzs8nanTX8MT+SLNFv9insFujUOzi9TnI7OTwhD6HJEJJFIpAU1XSyVRbMRr+LZqFJbC6GMTROGhZcQcFWsLvs9Go9yumySEIpMu1yG8WmMHVhCofPQbchEtzBZJDYXIxAMoDVYaWRbzC2PEa33iV9I43W1QiMC56RxWJh4xsb3PrCrZPPVMFUkMf+b4/RKrWQZAnZKp8Atxv5Bna3SEQvPbFEfiPPQB3gj/kJjgWxOgXTsbRfwuFx4Aq60AdikGN1WGmUGuS2cjjcjhMDS6vSwmq3MnZqjFq2xvbL27iCLmLzMTqVDpJForBbILueJTITEYwj3cDmtIEE7XKbZCyJ1tcYMMCwGaK+ptlDlmVaxRbB8aD4fdqtDFoD6qU6vXYPm9dG4bCAy+MiuhBFcYghVfJUElmWyW3naGQaSLJEaDyExWqhnCmj9TT63T6JBVHVp6mCVSAh0Sq32H5lG32gi3rdfJWhPsTpd2I37KSvp4nNxECCZrlJ46CBbJOx+qwoboVINMLe9h6yJJNfz1PMFmlmm/z4R36cX/rFXxoNiEYaaaQ/U73jTODzTzN1agpvwPsW7qDT48QT+qP00dXnrhKLxTgcOzwxnvzsj//s9zTwfidTCbx1zvHH8Z3fzoj75rlG13V+94u/S+x0jDMPnGHh3AIvfPkFTN0kvhAXrMFSh/x+HpvXRnI+yeTUJK898xqehIex02OU0iWqh1Wa5SYSEp1KB3vXjjVuJX09TbfWJTwRJjIVwRvxiutssYF/zE9uM0dps0R+O48+0DFNU7CBTFGZ36l1SCwlWHnfCg6vg+FAmFlDqRBWhxVJkqjn63SqHTwRD66QC6fXyYVPXODo1hGNYoP0tTSaquEf8+MKuGiVWuy8ugOAxWLh+M6xMPEeVBg7PUY9Jyrub3/pNvrgm+fFkJsP/fKHsCgWZEWmWWrSLDSxuWwoNoXUqRSN3DeRBXYrwVSQYCpIPVc/aVtpV9pYbVaKu0Ua+YZIUNe6VI+qqB0Vf9KP2lLJrmXF9yZLqE2Vo9tH9Dt9Zu6fIbmSxB/3s/a1NbLrWdSWML74Yj5RvZ8SS5/SXolkPIlv6KO6UUU1hNHG5XMxe/+smPUUG6gdFZtsw+oQNbPp9TSRhQh6X8fhceCL+4jNxcht5DCtJoHJANFqFNM0yWxmyGxkBGcy4iUwFjip37W77BS2C3TyHbxOL+HFMN6Il1MPnWLveA/TY6J2VPLbeUKpEP1On3w6T3gyTLfexR/14/Q6cYVd1A/rTCYnGXaHRIiMzgcj/cDrz3SJBPCpT32KT33qU7z88stcu3aNfD6Py+XikUce4cknn3zP9/P5z3+eSqWCJEmMj48zNvb2F6CRRvph1rvBJN9LDdfbxcR1Tecrh1/hldVXuOS7xNLZJarlKv/6t/81/W6fRz/yKOMXxnEmndx5/Q7rL60zPTtNKBg6GTKtrq4Sm4rhzXkp75eZvmeabqfL2vNraKqGO+gmMBbAHXLTKrTEMmk2hi/so7hTxB1yC5dNKoDb7yaejOML+KjmqyLqPBbizlfvoLZUYjMxavkahZ0Ckinh8IoBWV/vk1xJ4gl6cNldbLy+QW43R3m7TFSJMugMmJiZYKAM8MV92N127B477Uobf8JPcbeIrMgEU0GKe0V8MR/eqJfqURWtq+GNerE77VgdVvSBTvWoSmQ6Qr/TxxvxcuHjF6hlaviiPrSBhtpQqR5XkUwJSZIE/NojFjWHtw6xWC14Qh50TSd1KoXT7+Tuc3dx+pzUc3WObh+hDTQ69Q6mblLYKZz8HifOTXDfT92HPy4GX9n1LP6EH6fHSSMv3D8WxcLkxUnqmTpqSyW5kKTf61PNVLl85TKWgAWPy3OSKrLaxXDN7rYz6A7oVrsc3xZAbK2vUTmo0Gv1GFsewzAN7E473XoXq9VKZCaCO+Bm6fEl6rm6ODQ9dQrFprD96jaJ6QTLC8vsv7LP1eeucuaxM3ziZz/Bv/4//jWbL26iDTScPie9To/dK7tIksTZD59lfGUch9OB2+cmnAiTGE9wfO2YpD/J4w89jsfnYe3GGlsvb+F3+plKTFEySnzkkx8hkoj80XujUudw/ZBL9186+cC08sgKyVqS7Y1tnr/7PFOxKX7m0z/DxYsXR4e1kUYa6YdKAX+AarlKo9sQnIKQB3/Iz35un1q5hkf3MBwO38IQcrldNOoNANrNNi6ri7/583/zu6rE/Xb38Jvppo3XNxgqQ3qVHuVM+W3h2m/HN9hZ3+HO+h1CMyGm56YZGAPuWb4HfaDzjd//BopNYf7eebIbWRaXF1k+t4yu6fzmb/wmn/nfP8PQOiQ0HqKv9hloA6bOTSFZJAaDAbWjGgC+uI+Vp1bI3snSKDSoHdWQZAlfwMd4aJxeqUfYHaaoFUUK2WXF6XViGiaDzoDoTJSlx5YoH5aJzcSoHFcYakOxLDJMjKHBoDfAYhWsQqvDKhhBsoV2uY3VbmWoDXGFXNicNrKbWWrHNZr5JnMPzmFz2ajn6vjCPkqFEuPnxvGEPFSPqnijXmRFxhyKmtw3Id/dWpe1Z9doV9tsvLBx8jN2h9ysPLVCaDyEKyjc481iE9M0CaQCNAtN3CE3yZUk7VIbtaUytiQGS8llscjJrmcp75e5+9xdgqkg/jE/mqpRy9WQJAmHx0Gz2KRVadHv9EXiairC3ut7eEIeAuMB4rNxvDEvha0Cpb0SE+cnaFfaxKZjwhi0kcUb9ZKYS2CpWbAELAIW3lSQxiVaxRadcofYfIzKUQWbwwaA1tPQNR2bQ9TbxefiZNNZJpYnOPXAKbrNLpV8BY/PQ/W4Sigcwul1svzYMsFEkKP9IyQEU2Lx0UXsPjtWm3BDD3oDrv7BVYb6kHq2zrA7JLufRdd1lh5bYvkJwQjNbeTIb+fpVDtoXY2p6SlmLs5gtVtpD9qML43TaXSwDW3Y7XZsuo3JxUn+11/5X0dnjpFGGunPXO9UHbd6cxUVlUwm85Yzgy/kOzk3nLt0joO1AyJG5LsynryTfG4fm+ubFOoFer0eTqeT1FiKVCr1J64bf6dF02/99m9huAzi03GcHiczp2e4e+Uuuzu7xBaFyaFda9PINBh2hjimHeSP8lRyFRYfXUSWZDrVDopTIbGQIDwRxif5KGQLFK8XOT4+xhv2YmjiM7ViV/DFfDgDTvqtPrqq44v5qGVFK4s+0JEswtgRngyj9bWTpYdiV+jWRUK4W+8SSAZEO0pbRbYJhuDelT30gc5wMESSJeweO7m13Anv0BP24Il42H5lm269S2giRKvUwhyalNIlrHYrnVKHta+vnaSWrQ4r9/3kfQx1gSmwOW20yi18UR+SImFz2pg8P8mNL9zAGBpMnJvA6rDSa/ZOFkzlwzKFLVFJb3PaaFfb6JpOt9YVNXXjYbo1UYPvT/hpFBsMOmKJJltlJs9NEpmOYHPbsDlsGLrBwc0DUisp4vNxkERtfyPfYNAeEPPFGJ8aR+tpOHBQ2Ctg99uJzkVJLacwMXG4HTidTrwRL/1uH9khc7h2iC1qo1lsEp+NM3NuhsJOAW/My6n3n8LpdtJutDm4dUBiKYFiV04MPL1GT6TVJRnL0ILD7iARSqDaVQ63D7m7cxdPyMNAH2CTbVz8kYvkd/JU0hUOVwW7yhVyUd4vc/PZm0yensTtc1M4LrD7yi5zE3MsL39n9f5II/2g6c98ifSmHn30UR599NHv+vb/7J/9s5P/fuyxx74fT2mkkX4g9K1R8zeh2Da37QSKDe+9huvtYuI76zvUujUufeQSAUeA2aVZFKdC9FSUzE6G/aN9WsMWTqeT+z50H8d3j3nfw+97y6HsxuoNPCEPqVSKtdfWKKQLWJ1W/GN+5u6bQxtoVA+rDNQBmlujuFukuFtk6b4lGEJwMkgtXyMQDeAL+PAFfYJH5HTQq/Q49cApjteO2X55m+xaFsMwcAVcJE8nufvVu3giHsbPjeMOunG5XHg9XuKTcVpHLVxJF6ZkYpommqlhGAbNQhNPxAMSIvKdLtOutOk2uxhDg9JeicpBBbWjggnB8SBOnxO9r+OPCZC2zWmjURCuZV/Uh97XqR5WMQyDqfNT9Dt91I6owIvORgVnqdymXqiL6rn9MopVQZIkVr+6KgDaAx1Zluk2uww6onPfF/cRmYycLHFiczHGlsfIb4gUU2w2Rmg8RLMkAJvZu1lsbhuJhQSD9gBTExDQ3lKPF/77C+L10qkzd25OOI8NRGrLaSW3kSN1JkUgESA8Gaa4W+Tw1iGNfAOH18Gpp04RnY2y/fI2O6/tEEgEiM3GUNdUkstJIlMRtIGGzSMGO06fk+hYFP1IJzIfITQR4vD2IfOPzHNm5Qx/73//e/zWv/8t9l/bx+a2YcFCp9xBcSg08g0y6xnsbjtur5tgIIg8I9Mv9RmzCVBrOVNmIb7Ajz/x4ydDyS988Qtc/8b1t+3JliTpOz4wfeATH6BeEV3biqKMhjkjjTTSD53OrpzlP//Bf8Y+YefMA2dwepwAeD1ejtaPCE4FyWQyJ8udm1+/yVAZ4nP4uP7q9bdd7rybvr0C5/rN61z6wCWGwyGyLKNYlZOKm9dfep2dWzssBZbedsj0drUzz3/ledr9NrPzs8hWGY/bg9PtBLeoiCulS/QGPSKTEXa3d0+WSIVcAd2mM/fAHMFUkHKmTPqGACn3Gj0G/QEOn6h6wYRBZ0Cr0iK+ECe+GMdhc+A1vXSrXSwhC+6Im4s/fpHsZpZuq0tpr0S31iU4HmTu/jmSp5JUjipYnVZxnT6qEEyK80L3qCtMMmE3hZ2CSCYFXYJ9uFPA6rLSrXYxTIPKQQWLbGFseQyHz4E/IQZlDreD+FKcwn4Bxapgc9mwu+2Ck5AXSZfJc5NUDio4vU767T6+qI9BZoDNaWPQE+nsuQfn0HoaV//gKiYmgbgw9XhjYhlVPijTKrUwhgbbl7fxRD0U94rIVplBV6Sqg8kgi48tkl3LYncLFoTVYSWYDJJYTqA2VAHoHheA7ptfvEmz3MQVcLH0+BLbr4oUT24jh8PrwBP24PA48Mf92Fw2pqen2Xpxi7Vn11hYWEAdqhzeOMTEpNQu4eg4aJVaJBYSLD62yOpXV1l9bhV/wo/NZsMb8NLJdVCbKuWjsqj463Uo58u4PC7Urkh1N7NNrqevM3lxErWvsr+2z+GdQzHIkyQahQauvovQREgM8Jrdk6o+f8hP+EyYeqWOJIvkmdvvBmDq/BSx2Zgw9tzNMuwLKHhho0Bf71NQC1y6dIlz587Rqre48tyVESh7pJFG+nPTO1XHRWIRSt0SmVyG+y7dd3Jm+FbmkV7QefLBJ7+vNVuaplEulbm+fp1LH7lELBWj2+lyd+cu6b003VyXjz32se/6vr+V2SjHZaLtKMZQtG34o37mXfMMtAHl/TLm0OTjf+XjON1OvvCfvsDh5iGSItGsCqOEzWXj9FOnaRVbyBUZraPhDXux2CzoRzoTZyeEmeOlDWIzsZNEUWY9QyPfwDRNQqkQ8fk4vWbvpOa22+zij/kJT4RPmIA2pw1f3EftuIZFttAsNNE1kZo5uH5AfjOP1WHl5tM3hZmj1CSYFEaPw5uH6JqO1WElPBk+Ma/qfR3FrpCYT+BL+MTSJOKlkW9gc9vwhr3kNnLYnDaSK0mRTpI4+VrFppDdzNJX+wQTQTq1DpqqYeiiJs+X8OHr+XB4HBi6QSldwjRMhtoQ0zCZf2Cewm4Br9V7kvJ1B9y4gi7a5Tbh6TBWtxXFoWAOTUxMDMMgMhWhfFgmdTaFw+0Q55zugLHIGH2jT6faoVfvUWlVCM2FGD87TnGniMViITItbmuX7VSzVfShTrvaptfqsfXKFt1Kl06jQy1X43D1kIkzE9jcNnJbOdpFwTOUZEkso3wO0Y6ylcMT9DC5OInH46FdaiM3ZcqbZTrNDpFEhNhEDMWqoPd07E47gUSAbrmL3WsneSqJ0+vEG/bSb/XZu7ZHMBpEraloXY1kPMnFsxe/L++vkUb609Sf2xLpe9EXvvCFt/CQPvGJT/w5PpuRRvr+6duj5pc+fImXvvoSn//dz3N35S733HcPzXrzPQ+A3i4mvru9S2QyQiwZo5ERruTjzDEWtwVrxEq2kGXuvjm6nS5H5SOaWpNbq7dOlkiapvHKK69gBA1mLs4wcA/Q0clv5hl0BlQzVQa9AYqiMHluEovFgoTE0a0jvB/y0sq16DV7qE0VtaWitlWyh1lM06TX6qFrOsf7xwwHQ5wBJ2MLY5imSafSYfVLq+R38kSmRQx50BuAIaruOrkOQXuQrk9U2/WNPunDNNP3TKP1Ncr7ZVE7pw4oH5RPKuO69e7JQUexK4yfHxf8o8GQTq2DK+QS9S25Bt1GF4dXDEFa5Rah8RD+MT/NYhPFpgjn6jcj4q1yi/JBmaE25J4fv4des0d+My8OXd8cIkkWifEz40xdmkK2yhzcOMDmsLH8/mUx3HllGwkJT9hDaCJEt96lclDB5rYxdWGKoTYku5YVvcvFpugKXk7RLDV5/bOvi6Xeg3NousZQGxKdjuIOuqlla/hjfop7RQ5vHp4c5JwBJ9VMlcnzk4wtjxFIBkhfEz3BnqCHmftmcPqclPZK2J12UTNjlXH5XXRqHbxeL17TS1WtIltkrB4r2/vb3Je7j8G4AHDPJGdot9vobZ1sJisqBX0OFJuo9+vWujgkB5GFCL1WD03VOHPPGX7uZ37ubV/j79aT/Tuf+50/McB9pJFGGukHXWfPnmX4X4YcrB/g9rrxBr20ai3yG3noQXw6/pbquhuv3eD5p5/HnXRjD9j/RA7it6vAUfYUbt+9jcvvOuEfKVaF5XPLdDtd7l289x3/Zr9d7Yze1ImMRZg/Nc/RwRFut/vk670hL7ntHP1+n3gkTvY4C8ALX36B+qDO+Q+cZ3xlnIExwBVw0al3qJfq+ON+/GN+sVyoduj3+ugDHX/ST3wuTnW3Stwbx+lzUt4vI7tlus4uw8aQzN0M1UyV6HSU+KJg8gUngiecQ62nEZ2Limq5a2kcXgeGYXBw+wCXz4Vsk9l4fgOn38lAHdAqtdh+aRt3SPCDJEkidTqF0+eklqmdVMaWD8vCqBLxoas63UaXbqOLRRbVN4pNoZ6rIysygYkAuy/v0u/26Va7TN0zJWprH1/k6OaRuObPRE+SUq1yi+x6Foti4dRTp2jX2gzagoPg8gl49UAdCJD2QGP63mlcARfdepfJc5NsvbLF8eqxqME1wTANzIEpavBsfmwOG5X9CqHJEEerR5T2SoQnwgIOfnYch9dBPS8YB28OwRJzCYbZIVpDo9fuUdwvsrm5iW7quAIuwskwnUiHu8/dpXpcpZapUdwqEp+Kk3ggQX/YF897MDjhJRzvHKM2VeHMliTu/ZF7uf3CbQzDILOR4ejuEa6Qi/hCnOh0lKE+FGe2kgCZVw+ruL1u5i/O4/K6KO4UkZBILCZQ68IopNiEIcgdcKPYFZqFJh/6yx9iyJD8Vp6d3A7RRBTvRS+3rtz6Ey9tRxpppJG+33qn6ri5hTnSz6Up+8tvMYR8P5hH76bV1VVUReX8hfOU98qggzcoEiPXL1/n4VMPf1d/M7/1zBJMBpEcEge7B+TyOW5fvs09j95Dr9Nj7uIcWKCSrGD2TTqdDs987hkG5oDp+6fRezqyVaaWrZFYSOB0OfGFfeSLeQbdAe6Ym421Deq1OmODMRYeWuDg1gH5rTxDfchQH6L1RHo3kAgwfnqcTr2DN+pFkiRi8zEObh7gDDjRNR3FpjDoDZAkCV/URy1TY/vVbWwOseTpNrrofR1vzIvdYxesJckiKlc7fSQkFh9bxBUUdXaVwwqGYUAPEksJmsUmgbEAC48siPT0tEFuPUdoIoTaVintl05SSACtcovqcZV2uU1oIkRgLCDMpPMxTMTcJDwVpnJQwRyaOLyCgb302BIz983QqXbYv7pPLVNDbakodoVBd0BoMoSu6jRLYkHXqXQIT4axOWz0231Mw6SWrYEJsiKMLe1iGzNsolgV3AM3mqbhj/lxupzs1HcILYSQXcJo7Qq6yO/k8Y35xM+i3MK0mBS2CxR2CsiyjN7XCYwHiE5H8UV8lI5KIMPtL9/G7rKj2BROve8U7qib8mGZ8n6ZuXvn6Ef7VNNVevUe4XAYvaWj5TX8ip+FpQU2Xt+gnCuDBEN9yM0v3UTXdLSBRjAZZDgY4ov6cLgd2B12ykdl4mNxLBYLte0apyZPjc4JI/1Q6IdyifToo4/y9NNPc/XqVW7cuMHHP/7xP++nNNJI3xe9XdR8dnH2ZABkqVs4tXLqXQ9z3+q+uXbtGsFGEMWpkEqlkGWZTrtDciZJt9PF6RTu5Vwxh+bUSM2lKGwUTqrBevEerx+/zsb2xsl9f+5znyNdTrOwskDP7DFzaQa9ryMrMo1CA62vkVhIoPd1es0ek+cnMYcmha0Cd79xF1/Qh61vY3xynOPdY1x+F86gE0yo5+v0Oj32r+xjDk2kocT+lX1RGTMw6PV6LD20RG4vR/pGGsWmINtlWlstLG0LSOAf89Mb9igNSxRuF7AoFsaWxnAFXPRaPZqFJu2qqJZxh9y4Q270vn7ScZtYSODyuU6GHUe3jkgsJOi1BSDRl/BhSib9Tp/U6RTemJfM3QzFvSLDwRBMaBabJ47e+Hwcb8TL9L3TTF2Y4vjOMWpHxRf10Wv2OP/R8/gSPtH5awo2UnGnSOW4gifkYeLsBA6fg8h0BE3V0FSN4zvHHN46JLsulm+xmRi1jIBe9nt94bYpt0ksJdB6GlanlVa5hWJXsLvtOLwOsQSbCHF481As0nZNkMAdcLPy5ArZtSxbl7fEAiniwRgaWCwWnD4nnpiHZrWJN+oV37MLjI6BVJEYdAci6m2XydVy2CQbp6KnKN4t4na7OTt/lvWjdXKVHM6Qk3gyDsCgPSA5IRw62a0spUyJ0mGJYWvI2ZV3PlC9W0/2e+3aHmmkkUb6YZLVamV6ZpqkM0m/3id7nMXtcfPUU0+RPc6ydWuLvCNPPBCnXq1Ty9b41Mc/9V25iN/uXPL+j7yfy5cvs3uwSzgs+EcgUtKF/QKz0Vl+67d/6wTcfXbl7NueWQzd4Dh7TOY4g6IpBHYCqD0VVVIZGOJa0m2IxLAFC/VSnUa5wb//v/49X/3iV4mtxGhUG5DmhCckyRLVA5ESlq0ySBCdieLwOji4eYDD5UAeyiwtL9EqtehUO+AE27SN0lqJdrmNL+bDNE0WHl4QAwjTxNRNrA4rgWSA6mEVX8LH7AOzbL64SfW4SrfepXZco9AtYPfYkRA1MzanDX/Cjzci+InHd45JriTF8qHYRLbJ9Jo9HF4HofEQlYOKqDs5LBOxRPAn/Lj8YijkDrnJroslWnm3zMoHVmiX29TkGuNnx5k4OyHcxC4bZz50BsUuUr61TI2BOsDQDaYuTLH4+CKv/JdXsGBh7gNzombP7xIJq+kIufUc1cOqqCcOuXEEHHgjXiRZAgv4oj5cfheZtQytcovKQQVtoJE6k2L6nmnq2TpOr5PIjDD8RKYjeEIebA4bZaPM8d1jhq8NmRibQJIkNFWjU+uQzqaZeWQG2SLTyDeol+q0Kq2T6jpM8Pl8/Pzf+3kKxwXq7TpPffIpmvUmV75whexGFsWm0Mg1kEyJR/7SIyQnk1QzVWS3TL/VxxgaRKeiNIqCC+UJeejUOzQLTYq7Raw2K9Pz06y9tEYj1+Dc8jmahSaSJNHv9Nl9fZdgKojDKxzg6atpdFUnNhPj0qVLfOyTH+MPP/uHlPZLFO8Wv2+1TyONNNJI34veqSJ/fmWey1+7zO6NXa5HrxMIBb5vzKN30+r6KvGZOOfuPcfO+g6727snZ5nTp08TCofes9HlW5PSzVqTfCPPRz/1UdZW17D77SR8Cax+K41Cgz/83T+kU+6gyzrBRBCLYaFb7nLz1k3sETsX3ncBTMhv52kWm0gWCbfbjaVsQbaLlKqqqpRyJaKLUYYMAVBbKoFEAJfHRbPSFFzFTp/gWJClx5bwRDwc3z3GHXLj8rswhgYuv+AN1rN1gmPBk/vRB8JIsfvaLphQ2i+RXEkSnY0SGg+htlQcbgel/RKtijBAxBfihMZDyFYZb8RLbDbGrS/dIruXZfz8OLIi4/Q5MYcmVrsVta2y+MQilf2KmJP4XLiCLrLrWXrNHpJFwhv1niSI36zOB/DH/KhNlW69iyfsAVMsnYyhQW4zR7/Tp56to3bE8/Qn/cSX4iINXhb1fENtiN1lF80xfY3KYeUkuWRRLCQWE+y/sU/lsMLx3WNmzs+g9EXdnyzJ2L12rr5ylXK2zEPnH0KySmgDDVfQRXG/yMbLG2LW0uqBBJ1qB6dPGHvsLjsrT6ww6A0wNIPEXIJ+t0+70mbm4gzNYpOwI4w/5mf2wiyZzQymZjJ+Zpz07TTpG2kKSoEx/xif/NAnKVQLJM4kMIYGu9u7DFtD3Ak34wvjvPal1wiMB3B4HTTyDeJzcbwBr3if1bvs3dqjddTi3OK5P7X32kgjfb/1PS2Rnn/+ed7//vd/v57Le1YoFOKjH/0oH/3oR//MH3ukkf409XZRc8WqcN9j9yErMva2/R3dvfCdjuFTD53i1t1bXLl+hbnKHOfOncPtcVPOCqjz6fnTAPR6PWSXTL/Tx+V2ndyf0+PElEzqjfrJfX/+a58ndSqF1WGlWW9iVayYhsnY0hg2l42hNiS5kqTX7JFZy9CpdDANk9B4CFMzWX5gmeJGkc3rmwwtQ0o7JRxBB6qq0i62aRQayBaZh37iIcaXxtm9sotskdlZ3SHsCPPQpx/i7gt3Ke4VqR5X8Vg89DJiADN9aRrVomL1WYkrcRr5Bv1On+O7x0iShNVmxTTFIMgdchOeDFPeL+NP+KllaqKjWJEFXHm/LFzMQ5NWpYViUzCGBtV0lf0r+4QmQ0xenMTpddKtdU8ea+GRBaKzUYLJIAc3D0gsJhgOhiKWrliwOq2oLZX4fJzsepZ6vs4f/L/+gGAyyIUfvYCpm+y+vku32mXuwTkmz09S3C1Sz9bFYEqSsDqsHN48BAmW37dMfD6OJ+yh3+sz98Ac0ZkoL/7HFwmkArgCLoKpIPmtPLe+dAuby4ZkkWgWxKIrNB4iOBGkelSlelRlbGmM3IY4AIbGQ3jDXnqtHuW9Ms1Sk5n7ZxhrjHF48xCH14Hb42ZQHuBTfAw6A9SmSmw6RpcumdUMH33yo/z8z/08AFeuXOHy9cukLqQw900CEwFcYRcH2wdUMhWuP3Od1EKKbqfLzhs7qAWVDz/44e/alfO9MsVGGmmkkX5QFQ6F6Xv6XHrorQv0pbNLdD7bobRf+r6wC97uXDK/Ms/x4TGvvvYqu3d2mZyeFGaMlomiKexL+8SmYyfg7q9c/gr76X0+8aOiOeALX/wC60frNLQGakAlvBQmvZ1m6+4WgbEA9CCQCIhzxE4GWZYpHha58dwNdFMnNB3CO+ElsZQAILuTJTIVITQeAguU0iVy6zmsdiuhiRD9Xp/SQQlv1MvM8gzN9Sb9YR/FqrC/ts/QPyTztQxDbUjqdIribhF/3E9sPobFYkFtC+ZheCpMfD5OPVdn/419/Ak/g94A2SrjDrrxRDx4gh7SN9IE4gG6jS7NcpNmqYlpmCh2UdWCJKr1FKtCICGYB5svbp64ZvWBSHcXdgoklhI43A6GQ+FqVqwKrZJIdE/fN33CdgyPh0GCbr3LxPkJQhMhsmtZchs5kVQutRhbHsPmttHMNzGGBp6wB6tDvCY61Y5IJPudhMZDFLYKmIizm9bV8IQ9uAIuLFgwDZPsepb8Vh61pWJ325m6OEW30aVdbpPbzBGdiYqzzzfZkVa7FavDiivgYvr0NDF/jMp+hXatjWSVyDfyjF8cJzIZIbmcZKAO2Pj6Bu6Am9mLs6hdlZ1Xdzi8fchnP/NZLJKF1IUUpeMSx5vHdKod6pk6zXwTQNT+ZSs08g0mZia48twVBsaA6XuniS+IBFpuK4fdbcef8ONwOSjtlpANmcxqhm6py/Ljy/zEz/0E2eMsNalGbClGr9WjnquTWROvF6/Py8Mffphyq0wmk8Hn9n1PvLGRRhpppD8NvR2PEAQjMRlPMntmFr2tf0erw/ezvu7tanEli8TyuWWWz/0RC2Zvc4/86h9v9Hu7pPTey3tUtSrPfvFZDLvBo598lJtXb1JpVkisJDAXTNa/vs6rX3qV0w+cZmlqiaFniCvsIrIQEcuRWhe1o1LJVEAFZUqh6+qiOTVKmRI9R4/ZB2ZxeBzYXXbKB2UMw0Af6Kg9FVdAtJg0zSaR6QjRWdEE4o/7MXWTQDJALVPDE/GIelvJwtbLW7iDbkzTpFlscnxHXNciUxFmH5pl6sKUqOntDmgUGhi6qPpXWyrR6Sjm0GT/6j69Rg/DNAR/qa8jyRLZO1kydzP0O31sThuGYRBfiJO5k8HldzH3wBy7r+2iD3TalTbtShtP2MPB9QMWH1kkkAyg2BT67T6FHWHQdQVc1I4F39rqtDLYGZycKRSbgt1jJ3MnQyAVYP6BeY5uH+H0OkksJLBYLWTXshR2CugDneJuEUM3CCQDRGYiuLzCSFPP1dE7OpWdCl7Ni8crqo41SeNo5wjZKzO2Mkaj0hDNMbIVf9zPxPkJevUexZ0i5aMyFsVCcjnJ2MoY1//HdRweh8AQtFQsioXpi9O88B9eYOrSFIGxAO1SW1TUakMiExGqR1VWn19l4vQEdoedUCJEr9hjJjHDJz/5ST77e59ld3uXwFgAZ9jJPY/cw9bOFoZiYGCgqRr6QKdyVCGznmHmwgynHz5Nv9GnuFVkLjHHX/+5vz5aII30Q6PvaonU6XT4tV/7Nf7dv/t3DIfD7+qB/+W//JdcunSJCxcu4HK5/vgbjDTSXwC91+TEtx/E3nT66rr+FsewrulYFAv7B/u8lnmNbqOL1tO4e/Uuj334MVKpFAAOm4NyroxaVzl/3/mTx2xWm3RKHSLuyIkbOZwMY41bKRfLlItlbG4b0dkoTq+T4n6RfqeP3SVcuO6gm8JugWF/SGopxeGtQybmJnAYDq6+eJWZszMoKGTXsvgiPgLRALIi43K5OLxzyNHGEWpL5dzj504OPC6fi7l75ygflDHLJr4ZHx25gyfsoa7WafaauA03xd0iy48vM1AHFLYLDHricDN5YVJUsAVczN43K6piFAsDdYBNs4nO280cVqeV0w+fZmgMObx5SGYtgzvgpl0RoEh32E0tU0MLa1SPquS38ngiHqLzUTqVDsFUEJtLgCE9EQ+NfAOrw4o34kXraUgWiV6zxzO/8Qy9Zo9GriFA16eSVA4quMNuvFEvNqcNV8BFu9KmX+ijqRrNYhO1pZ58L/pAp1PrYLWJDmSr3YphGGg9DbUtDkieiIdapka70qaeEc70+EKcQDJAcafI0a0jwQ8oN4lORTn74bOCJRX2EEgGsLlsFHeKtIotEvMJ8lt5jm4fkZxK4tbdFNQCpZ0SQ+uQYrfI0e0jHD0H//Af/sOT19Mzzz7D0DWkkqtw+enLJE4l8Ea9YAgWhKRLwgGdr9I6avFXPvlX+OVf+uXv+lD1Th+Y3itTbKSRRhrpB1XvNhD6XobYfxz/CECySPjjYvCe2czgd4jauFaphcvn4sNPfZhwLHxyn/VFwaFbXV0FYO1wjaF9SHo3jTvgJpqK0ml32L+xT7KbRJIlivtF1KaKNJRwu9ysPreKqqksPb7E/D3z3H7+NopDIZgMCjafw3bCE5g4N8GNL9w4uVa6Q26CY0FisRh21S44fNkG5WqZcrvMqftPUTkS6V9MwU70RryoLZXIdITju8dgws6rOwJaHfZQqBa4+Yc30Qc6Y0tjTF2aIrGYwNAN2vW24CwYJt6QF4vVgj/mx+6xU8/U8cV82D12keT9ZlIKYP/aPtWjKrqq0+/16da7tKttvFEvVrsVh9vB1uUtmgWxKLn2368xfWka2SYjWSQMzcAiW3B6ney+tku30SU0HiI2F2P/6j42l41GVtQYG7pBcDyIrMh0Oh3q+Tr9bp+hNmTQG5BZyxBfjCPbZEzTFKkuILOWodfsYVEsjJ8Zp3pYxRvzoqkauc0c3rAXp9dJ6kwKm8NGr9Xj8NbhydBJURQcFgeyJCNbZWSXzF56D6fPyfT5aTxRD7Iik1hIoHU0tl7eopqrUivU0Ac6qdMpNDTquTr5bJ74Qhy7Q1Tm+ZN+6rn6yXlqKA2xKTaGxhDZIeNUnMJRbbUQSAUoHZXYv7ZPZCoCJtSyNexDO48+8ihr5hp+v58v/I8vUG6Wccfc+Pw+gmNiYVfcKQpW5V4Ru2FH13UKOwWS/uSoum6kkUb6gdPb8Qjf5Miemjz1p5qCeK+1uG/qvRr93i4pnc6lmTw3ybO/8ywrD6ygaRouv4vkcpJatUar0WLq9BS8Aa1sizfSb+AIOsjt5GjWmvgSPpJLSULTISLxCM11kVJtFptIDonNrU2W37eMRbEIM0bQQ2WvIsyVfgfdiuDfGJpBeDqMzSV4hcFUkNhsjMJugch0BGNoUN4v02v2xPKprZJdz9Lv9ul3+pimiWEaDPUhbp8bfSAaXjrVb5pzJ0O0yi2sDitqR6WwK9hF0ZkozoCTTqVD7bhGJV2hW+8CcLx6jDfipVvvotgVqsdVlueWKe2XkG0y/W6f2FyM1KmUQAZI4PA66DV6RGeijK2MUcvWOLx5iCfioVPrgAUkJMaWxpi8KFLpGLD7+i47r+7gT/jptXrINpmpe6bwRr2oDRVjaGB1WqkcVMht5pAsEoGxAP12H7WpUtgqcHznGKfHyaWHL2GVrfRqPSr5CnWjjtVjZe6hOTqVDvVCHUfAgT7QKR+VRZI5I/ACakdlbHGMxHyCg+sHtCttxlbGcPldOLwOqkdVDu8cit9lyIMkSYzNjFHOlEUKXrEwe2mWZraJbWjj4M4BPp+P5fuX8Xl83Llz5zvYXhaPhc2tTV7+ry9TL9dx+BzM3DPD+Nlx8f1u5yjvlpFtMmpF5RM/+4mR6WSkHyr9iZdIX/va1/iFX/gFDg8P3/LH/k+qX/7lX0aSJCwWC4uLi9xzzz1cunSJe+65h4sXL+LxeL7r+x5ppB9WvZfkxNsdxN50+hb2C6w8tnJykHqz2zi5nuT5rzzP9eeu8/gjj+NZ8nBw+4CD3QMUu8LB/gG5gxwBf4DOUoej7SNatRblwzIOycHy8jKr6wJo/MKLL6A0FRYfXMTqt5JP50Ufb7dPr9GjuFdk86VNnH4n9Wydg+sHTF+YZjAYoKkaxd0iqy+vMn12mvs/Kg59uVKO8HiYSqHCza/cpF1vE52NIjtkDMOgnC9TzVaZeWAGi82CJ+rh3k/eS2WzImpkml26+S6xcIzotKitSVvT2Fw2nF4nQ13UzIUnwkycmeDo5pFwD3nsqA0Vq9OK2+9GV3UahQb1bJ3xc2IgUT2uIisyoVSI1JkUuqqT28oRn4vTKrYop8tk7mZQOyqnPnAKQxOQyV6zhz/hp3JUQbbJlPZLDLoDcQhs9GhX2hzeOkTv6+J3nwpw/mPnyW3kaJfbOL1OmoUmDo+DoT7EFXCd1KnktkTXvzfspV6oM1AHNItNgokg2fUsTp8YlHRqHSLTEdrVNnaXnZn7ZhhqQw5uHJBYStBtdNn8xibukJvxM+MoDsFbsLlt5LfySJKE0+/EGXQyeX6SdrnNnWfunFTTNHIN1l5ZY3l6GdmUOT48pqE2cNvdPHrfo/zDf/gPiUQiJ6/hjd0NtjJblPIlLHYxxJk4N0Gn0qF0UMLsmTz5/ifJp/NELkT4tV/9te/6A42maWiaRn4/z7/9P/8tY3NjzM7NYrfaqR5XR0OekUYa6Yda7zYQ+m7/vr3XQU8mk6HcKrNwboFTS6f4kb/8IwD8t9/6b5TaJTpqhzB/tER6k0N3Y/UG+7v7PH/leVqDFu6wmwnvBHarHcWj4HK7aB200DRRbxYbi+FyuyhsF6iUKiw+vMjU4hQz8zOoVZWbl2+CRdTYDjoDapkaDo8YeHgjXmJzMfwxwUbyBD0MGgPMtonFYiGXz9ExOiQWEzi8DvS+jjvoRrbKgtFnU6geVZl/eB5XQNTJ2Zw2Dm4enCSLDd1g8sIkK+9fwRMUA5Vuo0uzIDiJ/oRfJH6TISbOT4jh0Kk+lYMK/oSfbrWLK+gSHEmrQnwuzvSlaXIbOYbaEKfPSXgqTHQ6Si1X4yv/n6/QrrQBsDqtxGZjgtHU16hmqvgTfuxuO9n1LJJFYvbeWfq9PpIkEUqFsDqsWJ1WMGGoDenWuoRSIRS7gmEYtMp/xKxUHAqJhQTm0KTX7HFw4wBd1Rnqghc5d/8c7rDgMYYmQrSKLXxRH1MXpyilS2iqRnQ6ytTFKda/ts7elT3Gz4xjDA16+R7egpdWu0W+mqff6XPqyVMnDCe1K9hDFpsFwzTYeWMHracxe3YWe8BOp9lBcSgUd4p0a12iF6MEE0FC4yHOfeQcV37vCubQJDoepZ1v88pXX8E/4Wc4GNLINVAcCrIiM3V2isJOgexalk61Q6fSYWZ+hmq2iltys7e9h81nY+nRJdqNNnvX9whNhCjtl8CA0ESI+EScYDjI4dohZs3kZ//Rz3Lp0qWRo3ikkUb6gdLb8Qj/rOo2/6S1uN9q9Hsn4+zZs2dPktLegJfDw0MyuQzpdBrDblBv1dnf26c1ENemSCKC1WYlEUlgnbIy4Z7gYPuArewWqVQKiyLq6mYuzVAv1Dm4dUC33CUgBbDarGgWDdkvKnJrxzV0TReVdF4X4ZkwkiSxd2WPQrqAL+pj8dFFpi5Nkd/KUzmoEEwGRQNKuszOazuMnx0X3KRvVrn1mj0sFguyTcYT8jAcDAkkAgx6A/I7eXqtHt1GF5ffRWw2Rr/bp5FrIFtljm8fE5mOcO5j53AH3UiShM1h46X/9NLJAsmiWJi6NHXC9TN0A6fPKfiGhkl8Lk75oMzM/TPY7DaO7wg+tcPrQFM1CjsFbC4b8w/MUz4ss/XSFuXDMvGFODP3zhCZidBvi8pYWZbR+hr9bh/FptCpdUStsMdB9bB6koSWFRnTMKkeV7E5bFSPqmTuZpAVmXquztj8GHaPHd2rk4qn2CxsIiUkzp0/R+mwhGSR8EQ9DNQBpXQJh9tBp9ah3+1jdVgJT4jfS7vW5uaXbhKdjRKZieD0OlFbquBX75RplBuCy2S34XK7MO0mxYMiWy9v4Yl60Ps6NsmG2+7mnkfuIRANcG75HOVMmS898yUK9QIW08I3/ts38Mf8RFIRmp0mvU6P2HSM1HKKiVMT+EI+tHs1ju4esf3yNp18h5/82E/y45/88dGZYaQfKr3nJVK73ebXfu3X+M3f/E1M02RsbIzf/d3f/Z6fwHA4ZH19nY2NDX77t38bAEmSmJ+fP+FcvLlgGlUPjfQ/u95LcuLtDmIgnL7/8v/9L5nVZt9yn2/Crm12G/nVPH/tp/8a//0P/jtHV49QVRXJIiGpEgoKyVgSGpDNi07i5fllykdlLp69yEuvvcRR84i+pY/b7sYX8eGJesjuZkWdi01GkiSCySCHtw4FQ2AohjWJ2QSv/7fXcStu3LqbRDyB6Tfptru4vW5sdhtaX6N2XEOSJVJnUiRnk7QbbaweK8WtIopDIbueJb4QR0K4VSLTEbSyxs6/38E5cOIf8+PwOFBsysmhR3IJd25kJoLaVqkcVVDbKrJdRm2p9Ht9Br0BzoATp9XJ4c1D6vk68YU41cMqzWKTfqePRbHQqXZwB90YukHqVApnwEnloMLR7SM8YQ8W2SIYQiEP/U4fX8yH3td57XdfwxvyklhOnCSJ9q/uYxomIAYRH/y/f5CBOiB9PU09V8cVcnF48xCLxULqTApP2IPaUslt5ei3+yImvpbBolhol9sCthnx0ql3OP3UaULjIa5/8TqFbREV94Q9tIotus2uGPRcmqKwXRBupokQ7qCbdrmN3W0ntZKi3+kLYHe9i2wTQ7Cp81Nc//x1DN1g0B3g8rpwuV383P/j59jZ2OHmyzc5PX2aH/3Yj77tB5KD3QMqrQrxhTiLjyzSqrQIjYVIzCfwRD1kbmeQDZm4J85HHvnI97RAenMQuvLICslaku2NbZ6/+zxTsSl+5tM/w8WLF0cHtpFGGumHVn8aA6H3OujJ5DIgQ6vU4r577ju5vYFBZDxCJpc5GQi9KY/Pw7NPP8vG4QbeaS8LpxfAhOpRlXK+THwpTr/fx4GDRz/2KNe+dI1qqUqlVcEWteF3+PEkPLTaLfbX9lEcChhwePOQ4ESQTkUscAzdwO13E0gG6FQ72Fw2yH0T0KwOyB/lKW4XSe+kSSwmkCSJ4XAoKusyVWJzMYLJIJ2GAGDvX9nH4XUIwPZxjfy2GOa87xfeR3m/jGITz2OgDk7OPYZm4PQ7sTltyIpMdFYsR7wRL9HZKO2yMJHYnCKpYxgGxd0iyeUkkekIvWaP7FoWb9SLMTSo5Wp8+Z98Wbh+EeDoS3/pEu1Km9BkiNx6Dq2rkb6axu62U8/XWXp0CV3TkWUZq9OKw+cgv5UnOhulU+8gWSRqmRqRqQiD3oDodBRZkcnv5CmlS5imyeozq1SOKrRLbSRFQrbIDI0hnqiHRqlB6aAkklMDXdT0LsYJTYQYdEUC3OF2YA5N4b49FNVypXQJm8OGe8XN8oeWMb9hcrR6JM5PvQFuvxvJIjHoDageVul3+nTKHSLjEZwhJ1aPleBkkE69g9VhZff1XcrpMoGxALHZGIpdITwZprBW4I0vvkGv3cNUTAFYlySqR1XCE2Gic1GG2hBPyIPFYmH/jX08Lg9+jx+9pTN3fg7TavLyyy8TW4yxcv8KvZd6rH5tFcWqcP6p8wRjQWymjQcefYC162tsvrCJ1WodnS1GGmmkH0i9G0f2+6lvX/ysra8xfnYcb8B78jXzK/Nkj7PcuHWDXqXHI48+Qr0quIoO3cGt1Vu8cPkF0vtpZLfM0qWl76jIrdaqjI2Pcfv2bfK1PK6AC+xQa9awuCz0+j2sXivtTpu9O3u4vC5SiRTZrSwHuwccFY6ILkbxRDxirhHxUNgtkLmTwRPzoLgUWv0Wk9OTVDtV6pt1JCRcAZcwPegGEhKNYoP4fJxAKoDaFdxjh8eBYlWIzcZol9vsXtnF6XVi99hplprc+sNbyHZRKz+2PEZ+My+SRXbBMfZEPNz/k/dT3i+zd21P1K56BJ8wv50XswyrTPJUklapJYwptS6yIqO2Vb76f32VykEFEOefB3/mQWSbqGtVbAqmKap1j24dsfz4Mv1un7HlMZweJ2pHxea24Y17qWVqjJ8ZPzG2eMIetIEGpkgp2RyiMUWxKaIJZWhQz9Up7ZWw2qz0O30AXH7XSfo6PBkWCSxVxx1yM3VhCnfIjcViITAWoJVtMQwNOfvUWVrlFqV0iW6hy87eDouPLtJr9xj0B9hNO56wh+B4kKNbR2y8sEEgGSC5kkRWZPwJP7nNHK6Qi269iy/mI5QK0a4JNvbR6hFo4A148Y/56Za6xB6KIVklDAyauSZ7q3vkt/IkJhM4V5z4ZnykoilSqRSDzoDPvfY5wnNhIrMR9IzO0d4Rq1dWaVVbBCeCjJ8dx+qwcrx2THAsiDfoRbbJWBQLE6EJfvVXf3V0Zhjph07vaYn02muv8elPf5qjoyNM0+RDH/oQ//k//2ei0eh3/cBnz55lZ2eHXq8HIP6QfVOmabK9vc329jaf/exnT/59ZmbmLUul+++/f7RYGul/Kr0XZ/HvfO53voNPAMLpG06E2dvd45EnHvmO+34zybS6uspuYZdP/vwnT+5jOBxy+aXLvPTMS8QHce598N63RNzfdPt8+eUvs3j/Impf5eazN3H4HBhDg9JeCX0gqvPmH5zHolioZWoc3j7ExOTGF28wlZjiV/+fv4rb6+bp33+a3eyugBzHDGxWG/1On2axidPvRPrm/+qlOs21Jk6fk4mzE+Q3RerJYrHQKDbwx/00e02KmSJJXxK7006/26dT7+Dyuyjtl/An/Gh9wRHQFZ2jO0fUMjU6tQ7BhBgqYELlsMLUxSn8CT/Zzax47oaJ0+fEGxEX/F6jJ5ZM2ToHNw/QBzqZtQy6puOL+ehWuzi8DrHA6mu0Si0M00BRFMIzYYyhwdGtIzZf2jxZIAXHgzzw6QfIbmXZe20PTDj1wVPCESXLZDeytMot4vNx2rU26atpTNPE7rSTuZvB5rZhtVsZPztOt94lMZcQwxWn4D7VM3VqBcEkGGpDUqdSjC2OYejGSdey3WPH4XHQKXdQWyrdZhdPyEMtK35O3XqXQVuknSyyhWA4SPSBKJJNIr+WZzO9iSfpYfLiJIf7h2/hX3zrwUgzNJBh4twECw8usPHyBhsvbhCcCGIaJmpH5Zn//gx/+2f+9veUEnq7QegHPvEB6hVRqaQoyujANtJII/3Q6/s9EHon/tG3D3ruXrtLX+2zsrzC/Mr8yde6PW5ag9bJ2f5btXZjjWqvSnQxysTFCRILCZBg8vQkd5+/S6veQnEp5Nfy/P6/+X1yBzl8CR/nP3QeQzLYv75PX+3jCDo4PjhGH+hc+OgFrj59lf0r+ydsnthcjNTpFNuvbpPfFBXATes362hKTWwuG4pbIZAMEJoMoVgVClsFMQjKNxg/Nc7Y8hjrz6+Lvnyrhdy1HFpPQ1M1BuqA2EwMb8R7whayyBbcATe9Zg+7x47VYRVLkKMqkiIRnY6iOBTBSbBamb1/lsydDJm7GVrlFt6IF0kSBhq1pQIINtFEiN3Xd1l7bo1BdwCAJ+zh/p+6n1a5JRLfOXFWq2VF3RumMOM1Cg28MS+ekIduo4ve10VN3Z0MSBCZFuyHzZc28YaFyaXf7lPaK1E5quCPfjNJLcvMPShYi7IiUz4sn1T4RqejLDyyABJk17PCPZypkzojjCi7bwhGgMvuYqAOsDqsLL9vmYlzE1SPqtRzdTq1Dlpfo9vsEjbD2Jw2TFOknzRVIxAPoPd1HAEHfa1PMBxkqA+xuWwEk0EiUxHBYLAqWKwWju8e06v3qGQq6KbO8hPLVA4qJ2aYbr1L+maagTrA5XeR3chyeOOQ2dlZLj52kXq6TuO4QWxKpOAuP3+ZW8/dYuvqFg6fA2/Yy/jKOIsPLJLfz9Pv9em0OjCEpfNLrK6vjmppRhpppL+wertE85W1KxSbRW7cvEE4FCZfzNPr9bD5baTiKfJbefL+PG63G8fQQd/aRwtoDLQBJbPE1MQUsktman6KWXn2pCJ32ByyvbkNPphZmaFRbwgW8FSQylGF0lGJsZUxPGEP+XyeScsk6HD75dvs7uySOJ8Q7OLhEMWh0Gv2qB5XCYwHcHld5MriHNIetqkd1+h3+oytjGFz2lAUBU/Cg81po9vqUjmqUM/XcYcE16i4VyQ2F8PmsDFz3wz5zTzbr2yfMIkjsxEkSTCKm4UmrWoL2SpjmAaSJOEJeWiWmuR2cvRbfVrlSiDP6AABAABJREFU1gm3udfsifpcw2DQGZwkY03TpJat8fX/39dpFER1rWJXWHhkgfBEmGaxSafWIXU6RXRa8Jurx1XKB2XalTYr71+hXWnjCriwu+24A25y2zny23msDis2t43yfpnDm4eUjwXSoF1pk1nNMGgPsHvtqE2VWq7GoDfA5rGJVhWvg+pxFXfIjSfkwcREUzW8ES/lgzKKQ8ET9pC5k8FqtdLOtolMR3A6nRweHdKoNeh7+3jjXjRNo9fpoQ00sZQCLBYLTp8TX8LH4iOL4oUoIb6HkBt30E0j36CRa5A6nSK7mWXzxU0M3WD+wXn0gY7NbQMVrj5zldBECIfHgVW2Ig9lfD4fT376SarZKolAguXlZa5dvcbTn3+a7fQ2qlNFNVVSZ1OM3zdOv9XnlT94RcyaxoIi9bxfoJatUc/UMYcmXpeXJx54YoR1GemHUu9pifTMM89weHiIoij8b//b/8bf//t/XwxevwfdunUL0zR58cUX+at/9a+SzWa/Y5H07drb22N/f5/f//3fB8QfjAsXLvDhD3+Yv/7X/zqzs7PfcZuRRvph0ntxFr8bN2lheYHrr12nXnmXJNPbDIlkWeaRxx6hU+9wvHpM3iEOclOhKZqtJv/q3/0r6tU6+eM8M4/OMH1mmka+wcuffRnd0Bl0B9g9dmLzMRwOB51Kh9zdHJnbGfwBPxP3TPCpn/8Ubq8bgFgsxvU3rjORmqCZb9KTetgcNvL7eexeO4POgKE+pFVr4fA5GFseI5wK41W9pF9Koys63XoXTdVQmyqY4m9G+lqa0ETopGe3nC5zeOsQxSpq2hSbQqciYs6mbpK5laHf6uNP+TEMg+PVY2bumeH0+09T3CuitlUM3aDb6BJIBrC7BTyzuFukelwV6SWfUziP6irpG2kssoXx0+PEF+NUj6qkrwq3cyAZYPvlbTa+sXHycw9PhgmkAtSOaqRvprG77Dz5t54kOBFk99Vdes0ew8GQ7GaWo9tHAGgDjbn750RFnddOIB6guF+ktFM6Wf5kN7IMuiIdZrFakAyJSCoCEnhDXhx2Bx6fB6NvILtlJCT0vo4n4sEwDLJ3s8TmYhhDg+hElCFDOhXx2vBb/MyMz+Cb9XH7pdtEx6LMrMzg9DiRDAlL18L9H7j/hH/xrcOUQDBAtVQV8fmhwfwD8xS2CxT3i7SqLZq5Jv6B/3vu5X671zj8UaXSaMgz0kgjjfTe+Edv1uIausHaq2vk/XnMiklqJsXjH3wcxfpHHyXmFuZ4+umnCQfCb3mceqXO1p0tQqkQpk8klCVTQtVUFLuCb8xHZi1Dcb8IGoSSIVKeFGMrYzj9TrrNLtPnptm7sYcv6cPisCBbZCRZwh1y0yq3uPDxC/hCPg7vHlLL1Og3+kzEJhg0BjSNpuAZWCQSiwncQTedege7y87Yyhjl/TIW2UK70uZo9QhvxIsrJKDRrXILwxBnCotiYe7BOeqZOtsvbyPbZNqVNja3jYE6EBUyThu9Zu/EqTxQBxiGIQw3+yVsZ2wi4WuVRaVuRySj0aBbF1V4g47gJ3TrXW5/6TaGbgDgi/tYeGSB3GYOra/h9Dpx+p1M3zNNvyXSw+2ygGIP9SG9Ro9WqYXW01BsCouPLrL/xj7br24z1IZ4Y16sDiudRof9K/u4QoIR4I14iS/GKe2ViC3EWH7fMk6vqL0ZWxnj7nN3aZVaTJybIDIdoZ6tn/wMh9qQ6mEVh9dBs9TE0hD/1k630cd0EgsJ2uU2zUKTo1tHuENubA4b6TfSKIpCq9xi0B1QPijT7/ap5+rINpnAeAC7x06/1xfJKoeDWk6wHf1xsfAKJoO4fW5u/uFNbHYb8/fN44v40DoazUKTsbkxJs9PCqf53Yw476xlGZ8e5yM//xG0tsbetT0skoWdzR10WefME2co1opgB62tobU1kQCvtwXAfGBw5407LEwu4B3zUrxb/LN7A4800kgj/YDp7Yx8i6cX6dv63N25i02xMT43jj/kp9vpUuvVCAfC/OLf+EVWV1f5yuWv8OAHHiQQDvD07z/NqftPMXNqhv31fcIZkYZ+8/NcbjXH9q1tlp5YwulxsrO1gyfkodcTn58lSWL71W0iUxFsThtrb6yRvppG7ai4Yi5CkyFC4yEMwyC3lcPStGC32ykflakYFVqlFlanqEVzhVz44j4Siwka2Qa7b+ySXEjii/lQmyrp62kcXgfuiBtZlimlS9z8w5sEU0EkWTpZQrnDbkKTIWHOLDeFAXQ5wemJ02TXs4KT+M1k8MHVA3rtHhd/9CKVowpbl7cYDoaics5lQ1O1k3SQJEl0612+9q++Rr8t0j9Ov5OVJ1cIjAVQ2yr5rTzBZJCzHzqLL+Ejs5rBNE28ES+rX1mlsFMgOi3SypiIWvzJCMd3jsmt52hXxHWvsFOgmW8iKzLB+4N4o15a5RbVTPVkeSMrMrIszjmVowr9Tp/4Qhyb08ZwOMQiW4QJo9bBHRJtKPV8nTMPnGHcN44tZOOr/+6rGBhEZ6JomobdZafb6JI6lUJTNQzDELfL1smuZ9F6Gt16F2/Mi9pWaWw10Ac6/rgfq80qqv360Cv3cAfcuAIu4nNxFBSqmSqnHzlNZjtDI9egYTZEesnuI7mSZGZqBqtsZX17ncuvXaardcllcoLLGLYTWg5hOk3GZsSMrlqtcv0Pr9OtdfGFfDhcDoaDIb16j3q2jqvnIhr57gMZI43056k/ERNJlmVCodD3vEB6U6+88go/+qM/SqfTQZZlPv7xj/PII48QiUTodrtUKhVu3rzJK6+8Qj6fP7ndmwum4XDI9evXuX79Ov/4H/9jPv7xj/Mbv/Ebo2XSSD/U+uOcxe/GTfIH/SR8iXdNMr302ktvu4SSZZmllSX8up9f/Bu/+BYXUXQySv5qnkquwku//xKppRS9Rg+1q7L0viWCY0Gy21lKuyXUikpsLEYilSDpS/LAYw9w++5tXn/pdRRToVqusn5tHb2is3FlA3fETb1Zp96sc7R6RGQqQmAiAIoYXkWnong8Hjo5kZrpNXqkj9Komoqu6riCLvpqH6vdSrfZpf5GHW0gBiYmJm6/G2/Ui8vvOuEcBFNBYjMxhq0hr3/+ddqVNomVBE6/k06tgzfmpdfqkb6WJjYbwzRNyntl2rU2NqeNh37mIdaeW8Ppc5JcTuLwiGHJ7uu7lPZKtCttatmaAFrPxlh6dImDmwfc/OLNk5/31KUpJs9PUjmq4Aw4GXQGnP3wWWLzMbSextSlKerZOvWsWH7lt/Lc/5P3o/d14vNx2IFWsQVDkA1Z9DL7XciyjM1hQ+tquBQX5x88z5Zri+xOlshUBKNrMCgLt5DT6qR8UCaYCgoXT0BUAm48v0H6RprQWAhfwEetUqN8UGYqOYWpmjQrTdRrKvTh/L3ncXqcALRqLVwuF81Ok0K7wG/8f3+DhbkFLJIFj9+DPtCRDEkMtfraiRs6OhOlW+uy/Y1tkmbye04JffuiVdd0dtZ32N3e5Wj/iEFlcNKnPUokjTTSSH8R9ScBXStWhVA0xFNPPsXP/czPcf36db5y+Su0m+23LOsjsQiWtoXiRpHrnutvOYP4nX48EQ+SX2JoDKnkKpiyiWwTztv8dh4sEEgGGFsco5qpkpgVVaf9zT6SKWF1WNm7uieuORYo7hUp7BWwe+y4PC4Obh2w/uI6Rt9gcmwSaSgR9ATxerwMtSHhyTBOnxO9rxNIBMRAJ+jGHJp0ah0mz08yUAcc3DzA7haJouhsFCRolVu4Ai4ufOwCt79ym2ahiSvgop6tU0lXTurr3qyci85GCaVCDNSBqIubjZ4YS6wOK7JVRhtoBJIB6tk6vUaPeq6O3tepZqsEk0Fe/M0XMYbfXCDFfAQnghR2CgRTQbS+cCNHpiNYZAt2tx1MmL53mjtfuUNhu0AoFcIZcApYtEWiuFuknqtjtVmZvjTNxLkJNFWjU+2cJH/0vk671GbvjT2iU1FSp1KEUiGxlGr2qGWEkzYwFqCRb+D0OglOBvFEPRS2C4yfGafX7uEL+1hcWsShOKikK5x/8DxtR5tSukRhp8CgP0DtqiTPJHF4HRzfOebgxoFgQthlhvpQLP5MicC4+F35Ej6MoeA4tCttWqUW0xenQRJpcqdPcA7UlorVLfhPb/KgFElUIr/J2hzqQ9SGSiga4kN/40NUmhWyd7PCmNSF115/jfkH5nHgYMgQu91OOBlm47UNqkdVXE4XlqEFt8uNSxHvl1tXbo0aMkYaaaS/cPpWQ8rXvv41gvNBmp0m3oAX0zCRkXnlS69g2k2CoSCJZILAZACbzYbNYkNX9JPbf6sJsNPukJxJ4vSI61gmlyGVSpHJZEgfp9na2KJcKNPROxgDg8xxhv6wT+m4xOzpWRbvWeTg9gHlozKZnQy1TI2Z6RkiSxHKt8pIuoTT5aSwV8DRc9CutHH6nUxNTdGTeyg2BbvHTvmwTLvcJjQRwu62M3FugqPVI4r7RSqZiqjH74prlNpQTxpDygdlsdxQxWfe2ftmsTqsJ/WumqoRm4uRXEpSz9fp1ro4fA7UtsrUhSkqxxUcfgc7r+9gDA2mLkxRy9SITkeRJIleoyfq+lsqhZ0CVz535Y9SyxEPy+9fplMRhpnKYQVjaDB7/ywOv4Nhf4jT78QVdFE5rBAYC9CutJl/aJ5WuXXCk+7Wuwy6A9whN71Wj8pRBYtsYWxpDK2v4Q676Xf6+BN+bC7bSeK51+qBAXavnfHT4xT3i+xd2UPra3jCHga9AZ1SB7vTjtMj5hHTc9OMp8Yp75cpbZQIRoIkLiYYWxwTKenjykkdsEWxILUl7C47d569c8Kt9Cf86JpIZbtDbioHFfav7dMqCoNK5aiCNtC49KFLaB0Nj93D8n3LvPHsG9x64RauoAt/3I+kS+gNnYcff5ihMeS5zz1HX+5TypYwTAPZJqPrOv4xP5OnJ5k6M8XxzjHFfBFZlgkmg/iiPg5uHzB/77yY9QwGqD2V6lGVpJLk7MqIzTzSD6fe0xLp/e9/P5/5zGcoFov80i/9Ei+88AK/+Zu/icfj+a4fuFAo8GM/9mO0222mpqZ4+umnOXXq1Nt+rWEYfPnLX+Yf/aN/xOuvv44kScLFKEnouoDSm6bJF7/4Rb761a/yL/7Fv+AXfuEXvuvnNtJIP8h6N25SLVvjZz71M1it1ndMMr3bEupbK+/edBF5fB5efPZFukaXx3/icY7yR6gDlUa9gcVmweqw4h/zow91/DE//WYfl9uFoRqEYiEe/9DjSEisvbpGxpshvZdmqAz56E9/lEa9wQtfeYFqo4ov4CMei1Ov1EmeSTJ/zzy7V3bxeXxYG1Z6VQGctPlszN0/RylfQnEoRKejZNeyFHeLKFYFT8SDy+Ki3+6LipaFBGNzY2IA0u4RJkz6WprCboHcpoipyzaZ0m6JxEqCdrXN9qvbWG1WguNBBr0B7Uqbbr3L1KUp4vNxrDYri48t4ov5aBabqC0V0zCZvjiNO+BGkiUUm0J4KoxpmJQPykRmIifDoomzE0zfO00z36RVahGdjSLbZbwRr3AcS2JoF5kSCxbFrlDaKTFxdoJmsUn1uEotV8MYGoyNjTG+Mo6qqwy7wgFs0Sw4HU4kWaKVbzE1M4UxNHAoDiRTolaokdvOsX19m74mnEGh8RC9Ro/qQRUTk1qmRrPQpFvsMrc0x9jSGGpPpXJYobRfYuGeBR55+BH8ATEwaVablA5K+Dw+7u7cxRqwkm/kGVaGuHwuJm2TTC1PcfDiAZk7GWYvzOKP+7FYLJi6yfHRMc2jJp/+iU9/z++Rb32N65rOi8++SKaQITIZIbwQRg2q71i5N9JII430F0HfC+j63ap3P/HBTzAzPcP69jr5TB6v28tUaIp9c5/0Xpr4UhzDYuByubDJtpNBQr/bJzGbwB/yY7fZsdvsdOtdxhfHMSdNdq7tEJ2O0qq2yNzJ0O/0MQwD2SozfWmaK//tChabhYX7FkhGk5gDk2ahydAYEpgJ0Ow0mbowhWyVyaxliI3H6DV6bL20hd1tp1PtMOgO0Ac6Y8tjnP3wWdSmqHdtl9vsX93HIlvIbebwhDx4Qh6MgUEj0yB7lGWgikWRZJEYPzsuYM6VNhbFQrPQpFMVHKJBd0AgFaBT6aBYFbwRL56wh9x6juJOkaE2pFvtYrFYCE+GKe2XCE+Gmb5vGnfQTSARILsu0sbJpSThyTCKTcEiW2gUGjjcDqYuTZFZy9CqtIQ7udGlXW2Lej0kxs+Mo/U1wTYMuk7SU61yi06tQ7PURJIknEGnSGF77Oiazv7VfbFMC7qIzEROHMa5zRx2hx3TNMmsizqakDVEv9Wn3qgLVlTIxOq0El2I4nA7OLx1SHGryPGdY/SuLiqHNZ1+R4C49YGOpmqc+cAZmoUm+c08pmlic9ko7Zeo5+t4Qh58cR+5zRwAWl9j/Rvr6JrgLAy1IQ73Nwdy56cwVIPNa5ukb6TFsggIxUO88eU38Aa9bF3ZIipHKbfLhM6EiCxGwID2oE2r3qLf65+cx5786JPMn5qnWqrSyDRo1VtveY+MNNJII/1F0LcbUmxhG46Ig7s7dykUCjQKDQr1ApGZCJpFwzRNrrx0hevfuE44EmZmagav13uSiP5WE6Db46ZVawHgcruo1+rcuHmDveM9DjOH9Cw9wothyrky6y+t0+l0aPVbLD28xIUnLtCsN5k5M8P7P/Z+Xv7Sy1x5+gr72/sYXgO3z035sIzaUpG7Mv6gH6vFSiAZoDFsUNguYHVasTvt+OI+AGxO20kCJpgMYuiCuVzYK4Ak0sL5rTzF3SKmYRKfizP/0DyBsQCGYVDeL1PNVFHbKvpAJ5gKYnfbTxpOZLvg+LRLbV7/3Osi7Woa+GN+Tj95mthcjLtfv8ugN8AT8aDYFPrtvqi2zdcJT4TJbeYIJAOc/9h5SvvC2NosNk+q+X0xH51KB9M0cYfc9Lt9JIuo092+vM3Wy1s4fU4i0xE61Y7gETW6eMIeyjtlbC4bZz54hvT1NHpPJzIVwRP2UM/UhTHW4yQ2F0O2y7RLbRRFwZ/w4wq62H55m+3L23jC4gzl9DtJnUnRqXbwSIJJ2DhuUNotUVNreKY9+ON+3EE37nvdeONecus5FJtCu9wmt5HDG/USngwzd/8cjWKDVrGFw+PAF/fRKrUEciDiwxf2MegN2L+5j8fnYWJmgkq+Qj6dJzgR5NTjpzhYPWDn+g5Ht49wSA4++KEP8sRHnyB9kOb21m3Sd9JktjJMnJng3MPnyPqzVDNVrE4rmqZhc9to1Vs4nU60voYv7uPwxiGX/+tlguNB+q0+1aMqakUl/mAcXdfRNG00hxjph07vaYn0+OOPc/fuXf723/7b/N7v/R6/93u/x40bN/jc5z7H+fPnv6sH/sxnPkO1WkWSJH7nd37nHRdIIGrrfuRHfoQf+ZEf4Z//83/Or//6r2MYBr/xG7/BpUuX+MIXvsB/+A//gVqthqqq/M2/+TdpNpv86q/+6nf13EYa6QdZfxw36dKlSydppre9/bssod6u8m7j9gaZQoZzT5yj1qhR/HwRUzJZenyJ49Vj4QoOOLG5bFhksdw1dINqqUrP3uN/fPF/4JE9vP/x93P+7Hl6Zu9kaHXn+h1CyRDOsJO9jT1RHVftUj2osjZco1fo4ew5RdrGKqP2VRpGA7tiZ+qeKfSejj/ix+0X1TSVw4pwtPicVA4rRKYieCNe7D47GCK9aGgGHr+HnTd2RKfwQgLZKtOpddh7dY/QRAhv2MvE+QnGlsZolUXNWmGvQLvcxuqwUtguMLY8hsPjwBP2YHVYKe2VGGpDrA4r7Uobb8zL9svb6AOd47vH+BN+Js5P4PA5mHtojth8DLUhnEaD9oB+q0/lsEJsNiZ6h102LIoFDGgWmwzUAeV0mV67x+H1QyxWCy6PC0/YgzpQOX36ND7Zx41bN7AGrYTHw+yv7rO2vcbp+0/zyZ/+JC6ri8vfuMxx9vikomeoD0XcPhkUjmxMWuUWkZkIDo8Dl81FMBAkGolis9loRgVbIhVIUTgq0Oq1KB4WKR+WccgOlIDCzMoMl5++jCvs4kM//SGsNiv76/t84Cc+QLPR5PVXX+eF//QC0+encfgcVDNVqjtVHl55mE9+8pPf+3vkW17j+UyeTCHDhScvnDyPBy4+gM/te9vKvZFGGmmk/1n1bm5hWZbfEXT9rWlmeG/Vu/fff/9bhkvx+TjlzbLospc01IFKci6JzWKjmWvCAOYW53AH3PSNPpMLk5SzZbSOhsPtYDgc4vQ6CYwF6FV6NHIN7B47WGH/2j6yXebihy/is/hOFhqhmRBXX74KFZBkiWaxSWwhhivgwjRNFh9dpLhXZOOFjT/iIPqdjCvjFLeLBMYDSEgn9WcWxYJiFQMRc2iKSrOWOEeMnx1HsSoc3DwQNXMBJ7VMjaE+xGK1UM/X6VQ6qG2VdrVNcDxIaCyE1WllqA9x+V2UD8v44j78Y34K2wUM08Ab82L32vHH/dg9duxuO+Nnxll9dhV32E3qTApZlsU5oS/YCJ6wB5vDhqzIrL+wLtLZVsF7mLwwidVupZ6r44146Xf64utdNvSBTqcqklR2jx1zaJ64qku7JbSexvITy2x8fUMAxS2ScOM2dIyhwfSlaXZf2cXSsVAcFBm0ByhOheC5IPaoXRhVjqrY3DYyaxkM08DpceKedNMsNtFUjch0hPBUmFapRX5TMIeWnlhi+/I2B9cPcAVdONwO7F478fk4jUKD0l4Jp9fJ3it74vsJiu+nmW+ydM8S/pCfar6Kx+cRKa5XNQBm750lMhGhmq2y+/Vd2oU25oSJPWgnOZvEqlhBgdBkiMJuAbWlMrk8SeZOhtWXVxl0B3Q7XdSyil7Q3/IeGWmkkUb6i6BvN6TksjksHov4LPily/Q7fR77scfIFDJkj7MM2gPcbjf71/c5vXCaxz/4OId7h+RX899hdJ1bmOONa2/QnG/S7XTpdXscF49RPMJocOGJC1jsFvZ29uiX+9z7wL289sZrxKfjGIaB2lFJxpI0a01KxyUmT02yu7qLzW0jPBdm/RvrKG2FidMTdGuiut4MmzhMB81XmsSmYiy/fxlMRM1+qYXVYaXf6aP3dUzD5HD1kNJ+CVM3MQ1TpF8nQnjCHnxRHzP3zYgad100hvS7faqHVULjIcbPjVM/rpPdyNKutDn1/lOEJkIirWwT5tKT67bTSrfRZfrSNLmNHP1OH9kmUz2sCgOt34XVZSW2EGNsYYxGoYF/zM/cg3PsX9vH7rLT7/SpZWpYLBY6tQ6GYdBv9gmmgnQqHQLjAVqlFmpbJHplm4zT6zyZlfhiPuxuO8FUkPTVNMHJILWjGonFBONnxtE1HbWp0iq2SF9Ps/T4EubQJLedo56pC06j6UFCInUqRavUorBeQC/oOBQHrU6LttymaTaJXoiK2r/OgOJ+kVBKcIpcQRftimAmFXeKDPUhC5cWCKaCVA4q7Ly+Q7vaPqkwnr1nVrAmDQhPhOkUO6DDweYBC+cWaJQaHNw4IDYdwxP04PF7aGQa2GI2WrT4yle/ws7uDn2lj81lIxQPcemjl5i7dw6Xz8Xl3ctU81W0gUZ+N3/CvFKcCv6on8BYgMpRhb2re9hddlLzKe756D2cOXeG515/jqPjo5GhdaQfOr3nOrtwOMxnP/tZfuqnfopf+qVfYnt7m4cffphOp/NdPfDnP/95AGZmZnjooYfe8+1+5Vd+hWQyyac+9Sl+/dd/nWeeeYZ/+k//Kf/gH/wDfuVXfoX/+B//I6Zp8nf/7t/lgQce4JFHHvmunt9II/2g6r0Mb95Nf9wS6lsr73RN5/LXL6PaVW7duEWlUsHusNPrilRQMBkkfS3NwfUDYnMxLIqF4l6R0l6JhUsLxMfjvH75dWqHNc7OnOUgfUD8TJxAOICu6Xzp97/EQfaA0GSI2YdnsbvtXP/CdY43jhlUBkQDUarpquAixJzsvbEHpqi7kSUZu9tOairF2utr2N12DMPg6PYRnoCHTrlDMBFEskiobRVN1bA5bYQmQ8QSMY7XjmkUGyDB8vuWaZfbHN89ZvzsOOV0GV/Mh2SRcPlc9Bo9MTQyTNrlNuWDMuNnxvFGvdg9drrVLrIigwTBVJD8Vp6LP3aR8liZ/av7aH1RrxdMBolMR2gWm6Svp5EsEu6gG4tsITwdprhbZOrSFC7EgMsT9lDNVDm6fYQr4GLntR30vk6z1MTpcjIWGUOv6lx65BKzs7PcvH2Tj/3cx+h0Oty9epfcdo7gZBBDMjBNk1MXTnHqwikymQwvfPUFfutf/JZgVBjCsY0EFtlCIBlg8uwkbq+bwfaA4XBIo9HAH/RTbVcZT46jNTT2buxRqBU4ff40T3z4CWq9GqbbRBto7N/dZ+WBFXwhH2pX5e6Vu/z2P/ltVFWl0+zQfK1JabOE1+8lFU/xt37yb/HpT3/6+wKY/NbX+O7BLsGZIPVanXa1TSKYIJUSQ7cRH2mkkUb6i6J3cwtXKhXOnTv3tvyjdzpf/HHVuyCGS2uHa0QmIqg5FaNnsPfGHtaAFYdf1JyV0iWa2SZOuxO1o2J1WalX6kyfmcbtdbP2jTUkm0Q9V0ftqTSOGsTCMVwOFza/jfSdNOV0mfs/cT8RVwRMYT7r633sc3ZixRjHq8dMnJ8gv53HHXRjdVjRBzqyTUaxieVKaCJEIB4QqZmhyfo31jFNE8WuUNwp4gyIBZbdJcDRvWaP4XAIEsIU0lSRJAl/3I835sUb9oIhOIaBRAB9oJNdy2IMDRYeWRCVMxJ4o17q2TrRuSimaXL+4+dRrApHq0dc/x/XcQVcuPwuSnslZKvMwiMLuINutJ6GaZjYXXYki6h0cXoEb7C6XqVZbOKP+0ECl0/Us3SbXRLzCVwBF1svb5G+msYX94nnkKtTTpeRLKKyPDgWpHxY5uaXbpLfzlPPiRS1zW4Txpl0CW/cK3gCNoXjO8dYsDCVnMJut6MPdP7/7P1nkGT3fd8Lf06f030659yTc9gMYBeBC4IEA5ipQJESZfnK1yrdkl2ua7tctl/o+rnlp66vb5XlcEuiLSs8li2RoijREhMIAiDSAovNM7uTc+icc/cJ3c+LQwwJEKQIihKD+vMKmO3p6Z7unv71//cNJsFEqpIi92oOV9RFaDREt9nl3lP3aFfbDJ8dxhlw4gkbruSJ+ycopUvQB6ffydxjc9TzddrVNqMXRqnn6zh8DpxBJ7qmk9vJ0aq2cHlcyIJMvVBn6v4pXG4XR9tH9Po9bn71JvGZOAhwtHzE1vUt1IbKhfddYOLMhLFgQ0IURfaX9hHcAoJdMLpFo150dEyCCavDSl81+rzOXz6PKIqk7qXIHma5b/6+73kGHzBgwIAfZ97Ypbi6tsrQ6SFcXhfwzcXP0NQQ9VodV8iF2+8mmUnS03qcf+A80aEoQW8QvaIbvcXfSEJ5o9D1NWHLtS9fQ+kpRtxqr4HD5mB8cpwzD585SSd65egVnvnaM7TqLb7+ma8zsjhCIpEgVU1xsHpAr9fDHXXjzXpp19uMnx9nYmwCySzR7/dpVBsIEQGHxYFJM1IyHCEH7oibVqmFw+eglq+x/cq2EYuraFidVpKrRoeO2Wb0Czq8DoJjQTqNDqn1lCHMHA0imkWKh0WSa0k8McOZc7R0hMlk+qZA5PSQ4c4uNZm4NEG70ia1nsIVdGFz26hmq3hjXmxuG0dLR9Azeo/qxTqptRSyXWbhnQs4A04j6YM+7WobZ8BJLVdj+PTwiTunXW9ja9owiSb6ep9avsbkA5Nkt7MERgJY7BZ0RTc6GL8Ru+eOuMnv5LF77FjsFqxOK/VOnZ2rO0RnooarajfH8d1jqukqSkuh2+xisVoYuzBmCDK2suR2DPFpZj3DUGgIsS/Sbrex2C0IfgH6EJoMnaSkNMtN2vU2roALi91C9V6VaqaKZJFILCQASK2mEBCIjEWQrBKbVzYJjYWQzTLzD86jazq7K7tISFi9VuqZOv2FPmfecYZWuUVmL8Px9jFHq0e43W4wwb2le3jCHg53Do3owKEguq5TSpeYZJL4TBxfzMedL98hPh/HFXDhCDiM3qjNLLVczbjfCT+iSUS2ylSOKnjtXs5dPEdjrjEQtA74seQtdSIB/MzP/AyPPfYYv/Zrv8bnPve57/sH7+/vIwgCY2Njb/l7P/axj/Hcc8/xqU99in/4D/8hy8vLOJ1Ofvd3fxe/38+/+3f/Dl3X+Qf/4B9w586d7/s2Dhjwo8r3cnjzGm8c9rweL3NTcwwPDZ/EzbxZ5F0xV2R/Z5+tnS1mL8/S6DToST3sQTtSS8LqsgLgiXlILCYop8q0y21SGylq2RrRcSMazhl0EoqFkB0yr66/yoJ5gfMPnmd7bZvj9DHh6TCXPnKJUqGE7JTZeGEDt9vNA+96AJvLxt71PTLHGSTdOOhR2kaEi8flwSSYeO4zz6FqhnrVn/DTKDaQRAmz1Yyu6FSzRma/zW3D7rKjaioHqwdU0hUEBERJJL9n5OwOnx0mNBYit52jmqkiCAJOtxOr02oMQXYLPa1nLI9cMg6fw7hNXQWlq9BTe1gcFnq9Hp/+J5+m3+uz+K5Fxu8bp1luGqXboqEOdofduMNunEEnnqiHwn6B1WdWuflnNxk+M2yUXZeapNZSVLNVPvAvPkBht8C9p+5hwcIH3/ZB/s9/9X/yH/7f/8Dh3iF3Xr2D1WMlloyRS+dQVcNGPXF2Ak/Qw+reKrJVZnFxEQC9pyPbZEKTIbxRr5F73GghmkToQWGzQOhUCGvQSqNgZEQfZg85XDlEnBA5+8hZPnn5k9y8fpPttW2uPn8V2S8j2SX2G/vYrXZGpkbotDp8+j98muVXl/EP+5k9N4vskCkdl6gd1Hh4/mH+r//v//UDWR596+vjtUXrf7z7H+l3+0hdicWpxZMFEoDX7yWTzPwl1zZgwIABP/58N7XwtxZWf2v/0S/83C+czA8vXn0Rr8f7lvrkbt+9TSqbotAtEBwJ8ujPPcrmnU2uff0a1VIVj8tDOBxm5h0zOLwOSpUSJpsJi2w5OWihDqvPrpI/zhMcDTJ7apZytowr4UL2GDF0TpuTgDWA1tUw28woKDTMDRxtB06fE6WlEBwJklxJsvr1VZwBJ336xsHBZgZd13nkk4+gdlQOlw9p19tYbBaO7x3TLDU5854zjJweYW9pD13V8UQ9NKtNtl7eOjkcEG0ik5cmqeVrVFIVI4520pgnlLZCeDLMztUd3BE3Dr8DSZYoH5ep5WqYJBM3PneD4mER35APZ8DJxvMbiGaRyYcmcYfcKC2FzGaG1GoKT9SDIAhUs1XatTZWh5Ver4dJNGF1WykeFmnX2mS2MrRrbYbPDHPqvafYfXUXk2QiOBakXW+z8vQK+f38ieu5LxhLqUapgaqoRtyM2wYCqG2VRrHBxosbtOvGLHa0dGR0QTS7tPItfD0f7oAx12y8vEG2kkX2yei6TiVZoXxUBgEEQWDo7BBWtxWTaOL43jGxuRiyS8ZSsZDZzNDr9QhNhLA6rWxf3cYVdBFfjOONetm5ukPhoGBECmo92qW20ZnhM+bNYDRIpVBBURQ0VWN/aZ9avkZuL4fW1Zh+ZNo42Iy4qRVqdJQOsYUYSldBVVRGTo2Q2cqQTWcZmRkhnAhjNpvZTm+TWc3wyLsfodvtUq/W+Ts//XcGKuIBAwb8reDNuhSvrV4jV8uxvLzMmTNnThY/d569Qz6Zx+qzcrhzSC1TQ+gKOF1GHYbL5yJ1nHpdEsq3igD9Q366apfD40O2b28j6iLZYpbEYoIHH3mQkVljXunpPSxWY6GR28wxOjpKKpMiv5GnX+gzMzNDMBhEd+hsL21z+YOXSe2lKN4uGr1ALqNjMd/I4/P78IQ9KB3lZInSKrdQOoqxsJhPUDoqcXD7gMJhAckioas6icUEo+dHSa+naVfbVLNVEvMJenqP7FaW5GrScANX2/gSPoZODdHX+nijXsbvG+fVP3mVvt7n9hduU0lXiC/E6dQ7mEQTrqALk2jCHXHTbrRJraVO3Mr7N/ZJLCQITgZRmgqjF0bxDxlOJpvXhsVqoZqpUklXqGaqJBYSdFtd1p9fx2w109f79PQenXoHT9RjXO92lnq+TngqbLitviFq9SV8HN45RDAJ6JqOb8hHbjuHO+LGJJk4umvMA+16m2qmCn04vntsRO/Pxpi4NIGu6Oxd38Of8CNbZebm5+h1etAHURLpB/sE54JUX6iezFEWu4VOvUM9X0eySNSzRnRsZDKCJEvGDFBpY7VYEUURq2TFGXZSTVUJDAeIT8SNyN5GG1/AhzasUSgUaFVb3PjaDWLzMZx+J0pPoZKvEIqH+ODf+yBXvnKFey/dY+7SHOW9MpJDYvHti+T38+wu7zJ2fozQUIjYfIzCkfFckGQJT8yDbJPJ7mbZfXUXSZJwuB0E4gEkWSIcDdMpdNhe22buzNxA0Drgx5K3vESCb7qSPv/5z3/fP7jXM4pia7Xa9/X9//yf/3P+83/+z2xsbPD5z3+ej33sYwD823/7b3nuuee4efMmd+/e5dlnn+Wd73zn9307Bwz4cebNhr1KqcIz155hNjHLL/zcL3zbB19VNVSZX/jjLyD5JDxxD/VaHRyQOJWgXqjTqrTQFR1d05EsEu6Im8R8gvx+nnK6TKPQoJQscfodp4kORaELwWCQWrHG1ZevUiwUqdfqdLtd/Ak/Tp+TUrFET+sR8AWIj8YRzSL9Xp+px6dYfnWZo7tHZHey9JQeXASP18Pe2h69fo/Zy7P09B7NctMoxFwY5bnfe45asUZwMkir0sLhcYAdiuki956/Ry1fY/jMMEOLQ0RmIidLHpNoYvjsMKm1FL6oD1VVjYg+vUe32aWwX8AVdJFeTxu2aq8dXdFR26qh2NlMk7yXPImE2byyiTviNgaLqIfCbgG7187c2+coHBTwD/lJzCcIT4TpNroc3ztm4/kNlI5CvVgnPBHm8t+9TLPYpJar0Sq0+Hsf/3v8s3/2z3j6maepdCvggOBMEIvTwvWXrlPJVXj8lx6nWqtis9oYGh+iYquQLqXJP5dHl3QyxQzekJfweJjDpUO8cS+B4QD+IT9KXUHdVUneTRJMBKlWqxS1Igc3DogH4nzoFz9EMBoEYHxmnLWVNZ7+/NMcbRwRmYjwjifegc/ho1FtsL++z+76LtHZKI/8wiNEx6IoHYVuu8vxyjG3n7vN5z//eT75yU/+QJ/7ry1a3/n2d9J1drlw6duHs9eUbwMGDBjwk84bC6u/VS38WmH1yMjIyYHO4xcff9P54a30ya2trdGhw8V3XsTtNzoFxubHmL00y5N/+CTUYe6BOc698xx2l51XvvIKeyt7jE6NUq/WKawWyB3m8AgehheGaUktWq0WhWIBzayRv5VHVEUigQidRgeb24YqqPR9fQTF6AKqpCuYRBPtmuEozu/lWX9unV6/Z0TS+pzMPDqDIAo0Sg2sTiuSJGF1WlE7Kq1yi/s+eh8ur9FdtH11m9VnVlHaCq6AC1/CZ8TNnB/BEXBg99qp5+onuf9qR6VeqNOpdvDEjOVPPV9HV3VMknG71r++TnYrC8Azv/UMc++YMyJaLk9z9gkjNryaqeKL+9i8ssnutV1sbhudRoeVp1bwxD2IkhFpV0lVqGfrhCfDaB0Nk8mEzWU4lPzDfsrJMo1Sg77eZ/rhaXq9Hq1yi6PlIySLxMLjCxzcOUBTNC7/3csobSNKt9froSmaEX/T6BKZipDdztK+06aerxMwB8AHnoiHw9VD8s08049N4w65qRfqNIoNHF6HcQi2moIeaF0N0SfSaXWMKN1SHfpg99pRWgq1TI1uq0vhoMDwmWHii3HoQ7tqLLGGTg1xtHTEwe0DZh+eRewZ0cSBRIAH3/cgOys75A5zVLNVTJjwBD3YfDbjMWrUWbm6Qr1Uxx1zE54MU06VKewWmHpgCrWjcrB0QPGoSHwmTumoxNGdIyyqBRogtAVirthggTRgwIC/NbxZl+LM4gyqrJIpZ07EKI+++1G217ZZvrJMab+ENC9x8exFCoUCh5uHxsyxk6ScLXPt6WsnSSiviQBv377NH37mDznIHRCIBnj8g4/j8Xn4g0/9AZ6Qh7H5MUyiCYBcOke1USU2GsPZd/IP/+k/5M//+M/Z2t+irtbJl/NUqhUq5QrhoTBTp6bw2Xy8/NTLVLNVumqXvt7HP+anWW7SLBluIlfARbPc5PDOIZJFAhMnsfX+IT/euJex+8Yo7BcoHhYp7hcJT4axe+xsvbJlOJY8NoZPDdPr9ygeFOk2u/hHjYg2XdMZOjVkOIlydWS7TGgihEkyEZ4II5klRLNIeCpMPVenP2csncrHZW587gZ71/cASG+kufz3L3PnC3ewOq0ERgKoXRXZIWORLYTGQxzeOaSWrbH8lWXj7MJjp5qp0iw1T2an8FSY1GqK/G4etauiadpJZF+30SW9nqZ0VMLhd1BNV3EGnezd3KOcKuMMGIITtauiNBUcfofxOwy6jM5Gk4m9G3vUsjX6Wp9mtUlrq4XXb7i07T472WqW+GQcd9jN6IVRju8eU0lXjPvTVikdlzi8fcjR3SMEVaCwV6Df7xMaDxGZjyCJEnpLx+fyoYs6slmm2+jSqXXwyB60tka9UmfszBjNl5tUGhVq1RqFfAGr3Wp0MwoSI/ePkKlk6Et9Js5N8LafexvNZpPMQYZytsy5x89xvHHMlT+6QmIuQXIziS/mQ3bK+KI+ZLvhKtNVw2VX2C3QKDSIjcTweD2ITpGeo8fO1g5zZ+YGgtYBP5Z8X0uk1/irdFcMDQ2xtrbGysoK7XYbm832lr5/ZGSE2dlZNjY2+NM//dOTJZLJZOJf/st/yc/+7M8C8MUvfnGwRBrwt5Y3G/YAKjOVN7XPvrZ02s3v0u126TQ7dEodijeKjN03Rr9v9AVIskStWONoyYhZS6+lKdgK7N/cRzSJBOIBhheHGTs1RnotTXY7S3ovjaIr+GI+Kr0KJpcJ0SaS2koxfXEas9lwDik9BbvHjtJW6IpdZGRGTo8wdWaKRrLBU7/9lNE54LVRy9bwRryYBBM9ekafgcuwZlucFlKbKXZv7OIOubE77WiqRilZollqEp2OMvXwFOHp8Ekpo9VppVPvIDtk1I7K1tUtojNRBEFA7aqUDktUUhWsLqOo+d7X7uEKudBVnU69Q+moxP7NfbSuBoAkS0w8MIFZNhMcC2Jz2Ti+d4x/yI/D76B4WMRitdBpdKAP7rAbT9TD5KVJlKZCaj3FyNkR2vU2/X6fdrmNw+7A6XaysbHBRnKDJz7+BIfJQ64vX8cZcqKjU6lWOFg/YGxyjFKuRDlfxuV20aq22N/d5/wD52mVWoxMjdBTe5gdZoZPD+OJebA6rchOmWqgSvlWmeP9Y/Z295BMErIi88TPPnGyQAIQRZFTZ06hNBWy97KIbpFoIgrA9ZvXuXfrHj2hx9CpIYLDQaOHSddxuV1EJ6IUd4q8cPWFH/gS6TW+lw6wAQMGDPhJ4c3cx6fnT1Mql0iMJE4u961qYbPTTL/bR+7JJ9G2giC8pfnhzag36zjGHCcLpNcYGhnCHXLz6iuv4pny4NpzYRbNeIIeTptPIwkSxXwRn+DjX/yrf8Hp06f57Gc/y2e+9hk8Xg8VTwWLy2J0FsUEpIpEPV/HErLQp49bdiO7ZbJbWaMvSRQ5XDo0ZgOb4QYWRZHEQoJGoUGn1qF0WAITOAIOtK6G1tFwh920Ki2KB0X0to7VYcXqtOJL+Oj1eygtBbvXTvGwiNVhNa5XFpm+PM3q06sc3D5A6SiobZULH7nA7DtnObhxwOHSIbJNxhl2cv1Prp+ITgRRID4fp5qqMnFxgth0jMxWBrvHjtpR6TQ7CCaBerFOZMrofOgLfXLbOZqVJv1eH5PZRLvZxif4iEwbnUGvHfpY7BaUjkLjuMHc2+cQJZFWtWX0EywaCuWju0fGIZPLztHdI7wxL8NnhhEtIvndPL6ED5vHhm/IZ9xfSWSvtYcYMCJ916+ukywkmbk8Q3whjmSRcIYMN9jOqztoikbxsEh0LsrYfWPYPXYahQa6omOWzZhMJnq9HqpTpdvsYnVb8cWNgxmto6F2VKO822WjU+2gN3Siw1Hmzs8hmAR2N3eRgzImycTY/BgWh4W+0Efsi5gsJvZX9jFJJiLTESqpCt1WF7vHbji5MKG1NWrFGhMPTtDtdDm4fYDW0khtptCbOh/5xEf4mZ//GZauLSE35MECacCAAT/xvDZX/Jff/y80+g1USWVyepKp+akTQYo8IZ+IUSSzRDQRZWFuAYtsYX5qHm/Ay/DwMMlkko2NDQ5vH7I4tvhtUaBmsxlJkgiNhjj//vPU23Xa7TaaRWPmwgy7G7vsru0ydWoKgHwujyAKlJIlxkbHWF1bxR6zM2GfYP3mOtefu069UscesBMcC/K1//k1CpsFAGwhG6lSinA4jH/YT+GgwPYr24QmQmiKRqvYQjSLmEQToijS03vIDhnZLRvRqRFDXGJ1Wdm7sUej2GDsgTF8CR/pDaO3qKcbwnmz1UxkKoIoikSmI+R2cmS2Mtz6wi26zS6R6QihsZDRRWQWjZSXZJme3kOSJXav7dLv97nzhTvkdnInj83ZD541upz6fRrFBmpbpaf3jFjfVtdwEZcamEQTZtmM1W1l+OwwlXQFMJzB5WSZ3Wu76JqOxWqhr/fJrGfwxXyYbUZ87dbLW4hmEW/cC32MSGCTSDVTxWwxYxJNSLJEaDyE2lWxeW1EJiOGg3othSvkolvrGuKZRhtT30TYFSYQDKA4FdQbKpVUhch0hMh0hMJ+gfXn1xk6NQQ9KCfL5HZzeDwe3vGxd3Dr67egB71WDwmJsZkx7DY7RxtHdMtdGvkGpqoJp8lJu94mfZBmZHiE4bFhqsdVfE4fy3eXqeVqxMZjjC6MougKZoeZrt6ldFxi/sF5/CE/973zPr74219k7aU1fGEf973/Pq7+6VWu/8/rdJodhk4NERgNMDQzRLdlJNc0S038cT/NXBOvz4vb7UaWZeNx8JlJHaeAgaB1wI8nf6Ul0l+Fd7zjHYZCsdPhD/7gD/jVX/3Vt3wdsViM9fV1bt269bqvf/CDH8RisaCqKq+88soP6iYPGPAjxXc6KPrWQeyNyuPX8Aa8b2qffW3p9MA7H+DGrRtoNg2b33Zy4K60FKwuK5qiUUlVkCwSqqKy8swKdrcdd8iN2W+mWWgiiALrV9ap5CsIgoA1bGXu/ByNolF2KFkk7CE7qa0Uf/4bf058Ok4gFqDZblJoFYhFY/T6PYSqgNPmZHxsnKXkEufOnGPvaI/NFzfRezqJMwnqxfqJFdpsN3PryVuoisrY/WOYJBPVVJVauoaqqPiGfMguGQHBKJVudOn5e7jDbvL7ecITYZrlJu6Qm36/T+moRCVdMdxWiwmUtkJ6LY3SVhBEAZNgQnbLWKwW9m/soynfWCBZJPxDftSuitVtxRv3nhyQmK1mSkclWpUW9UIdXdNRFfXE7VRJVowyS48NwSRgMpkwCSaahSaOgIMvfv2LHBwdcPrtp2l2mrQ7bWSTzPHaMYIoEBoJkdvMIY1JHK0dce/le8xfmEf2yuSOcqz31vHYPKhOlXq1ztD8EH36Jz/fLJuxh+0U/AUOrh4wOjWKV/AScoYIRUNv+nz0+r00PU1G4iNce/oavrgPSZc43jsGM7iDbnRVR9VVzKIZi8WCbJOxuq2UD8t/PS8SvrcOsAEDBgz4SeA7uY+fvPIk2b0stoSNidkJgJP+o+21bb7+5NfRahpnImdODnT+6LN/9JbmhzfD4/HQ7rdpN4y4MTCSCHZ3dun1e7g8LpwOJ8V0EbWtImsyAU+AVruFP+DH2rWezDSKpuDz+qjWqyy8fYHdlV2Co0ESCwkqxxXu/fk9Ng42SMwncGfddBtdsttZlI6CzWnj+O4xnoiHsQeMueDg1gGhsRCCKGC2mvEN+VCaiuG4ETWqjSrdRpdKqsLWy1vEJmNY3Vay21lDxZurEhgJoHQVANJbaSOeTTJR2C9gls1MPTxF8aB44nCqpqoMnxsmv5/neO2Yvf/fHt1m13g8LBLz75inT5/iYZHgWJDQRMiYmfI1QzH8jcMlAQH/kJ+j5SP6Wt8QqXhsCIJAej2Nf8jP1ENTWGyGSEUQBWxeG61SC03RCI4Gjci6toraVXEFXTj8DsMxVGgQmYoQPxXH7rFTy9aM+/ONHqn0RhrJLOFL+NA1neSq4bxWOyq9aI/UTorAcMAoEG90MYfMhjLXLuMOu9m7sYeu6ZjNxtKwJ/RInEqQ3cxSL9RR2yo2t41+v0+n1uFw5RCz3UxuL0c5VSa7naXb6OLwOcisZHC73QQmAvTFPpMXJilWiqQ2UxSTRdw+N6VUiexmlrG5MRRVweF10FN7ONwOlKaCqqpoqkaj2KBeruOL+Fh7YY3ASMA4FLMYfRnegBcpJFFpVVhbWRuIUAYMGPATj6qq3Lp1iz/84z8kU8ugWTTGz4yD2xAKpo5TPPzYw6SOU6zdXEO2ykS8kZPPWY/e/ygIfNtnsH6pz8ff//Hv6ORcurtEVa3SL/Rx+p14/B5azRa+ER/amsZzf/YcSkvB5XOxtbRFu95GlmRGx0fJlDNMnZ5CtsuY7WZWr65yZugMT33mKZZfXsYT9YDVOEesNCp0D7tk1jPUs3UkWaJT73D9c8ZyAEBpKAydHsLutZPfz1MvGCIO/6gfQRCwe+1Ep6Pk9/Jsv7JNq9bCP+Rn5pEZ3GE3mqKR381zcPuATqNjdC1KEtVclVqmhq7pjN83zvCZYaPf0CmT2cwwdMoQ2xQOCoTHw2T3sjz/X58/EZ0gwNkPnGXhHQuIoojdZ0fraqy/sI4z4MSb8NIsNKlmqzTLTZwBJ5HpCLHZGL4hn+GQrnV4+JceRrbLLH1picJ+geGzw3TrXXRNR3bJdKodqpkqrWqLZrlJfi+PWTbjCruoF+p4I15iCzFqmdpJrGBwLEglXaHX63H+Q+e59cVbHNw8OFlS2Tw2Y1Fn0zCPmYlNxJDdMmsvrFFOlonPx5l+ZJqNFzZOHEnNUpP4SJwP/eqHuP7V63jDXuZn5ol4Itxbv8dmfRNfxEd2P0vyXhKf7EPURVaeWUGwCwSGAqDCS194iXKhjCVk4b6P3MfKcyvUKjUq9QrNWpO21kbv6obAxGVE7Y+fGWfk9Ag713d48Y9eRNOMPqzJi5MUj4rYPXbcfje545wRndcyOjNLqZIx57qcVHNVlK7C2MgYme0MDqdjIGgd8GPLD22J9PM///P81m/9FgC//uu/zhNPPMHo6Ohbuo5y2Th4TKfTr/u6xWJhbm6O5eVlDg8PfzA3eMCAHyG+20HRt8bMVKoVYiOxN72ON7PPvrZ0KuQK9OU+Q4tDNJoNpp3TYDIiRI7vHWOSTJhMJjwxD526USYdHgmjqRoIoGkayfUk3pCX+Yfm2V3eZWRqBLfPTU/rIdmMIc3sNCNKIo18g2AiSH4/j1pXufO1O+RmckTjUebPzbN4apFKrkJqLcVPffineP7l52lYGyQPklQzVVRFJToTxT/k52DpAKWlEJ+Po3ZUYpMxmoUm5XSZvaU9SoclOq0O0Zko7UobwSdQPCxi99mRkhI7r+6gtlUkWSI2G6NT7xCeCiPbZXq9HnNvn6Pf65PeTOONeVHahsr4xp/eQFd1wCi59Ma8dBodigdFI/ZlM0u9WKd4UATA7rEjWSS6zS52rx2zxUyfPq6gC1fYxdbLW9AHb9yL2lTR2hresJee1kNXdJ59+VnSvTTT56aJjcRYvLSIc9/JzuYOxVSRRqZBeCbM7COz1PN1KscVdr++SzwW58L7L7Dv2OerX/oqxUqR89PncUgOY4C2GIrufq9PrWIcXPmn/Lzv7e+j0WpQKVXe9PlUKVXw+/wnXUR31+4y5BrCK3spK2XquTpCX8BmtWGxWBAQ6LYNm3ncE//BvTjewLf2I91du/umHWADBgwY8JPAd3Mff/73P8/GrQ2m5qZO/u01tfDk6CRPPPLE65ZCb3V+eDPmp+dZza+yt7aH0+/E7rCTyWQ43DvE4/Awf2qeiekJZs7PGFF2x3vYQ3YS0wm2V7ZJ76b57Oc+i6Zo/P4f/j6VdoXgVBB1S6VVbxGZiWBz29DjOt4ZLwdfPoA+pNfTNIoNLA4L/mE/do8du8dO8bhIdjdLbjNHo9Bg7bk1o3+w2ER2yji9ToJDQZIbSTr1jhH59tA0CHC0cUSn0qFwXCC+ED9RB/f0HmaLmfJxGaffeXJI5A67kSwSjWLDuKxZYv/WPtWMUQh9cOsAtaMCYHPbePwfPI4v4aPf63Plf1yhdFgyDnu+4cKx2Cw0Cg0a+YZRsJ2ukt/P4wq4aJQbiKJoxOe1VaJT0ZMeR4ffQemwhCfsQRAFqmkjFs/hcdA2tZEdMmabmcJ+4aSkul1v0+/1ic3EaIablI5KWOwWwpNhbv/FbaqpKr6Aj3q9TrvaZvLiJKVkCVfMhaPowOF3nAhhOrXOiYrbYrPQqrSwuqxYvVa2XjUi/6xOq9FZtJPD6rLiGzJ+D0pLoS/0aeQb7F7dpdfr4Yl4iM/FcfqcpIpGN4Rkk1AbKt1Ol8lLk1QyFZKrSVZXVqmlayzcv8C7PvYuvvblrzFyeoRWucWtL9xCshodFQe3D7DYLNjddkbOjFBJVSgeF9m9tkv5uMzsxVkWHzL6JA+WDmilW/zU4z81EKEMGDDgJ5bXzhqevfospX6JSz91iYODA1RJxRPzMDQ5xPJzy+xv7/Poux+lVqqR38uTufv6z1nAW/4Mtra1Rsfb4ez82W8KUPQeuqazGl5l59YOfbWP2+0ml8zhiXl49COPomrf6PJz2iiVSmRzWaLDUZq1phE/d/+YIbiQBHRVR1AFJItELVcju5lFskrIDpngaBBPzGPEzgomKpkKzWqT8lGZyGSE6EwUvasjWkWjW6jfN8Sjw37Of+g8gZEA7VqbbrOLruonglSb20Zhv8DTn3oak2giNB7CYrPgG/LhiXowW80IJoHlJ5e5+9W7hCZCtKttarkaL/+Pl7/pWhYERu8bJTIVoVk1hLsOj4NGsUGfPs1yk+x2FtkpY/fajR7CxSFkp4zDb8TMuYNubC6bMbsEnGiKRnwhTng8bFwnwklH8+GdQ3Ze3SG5lqSn9qgX67RqLXq9HvG5OH29T2QmgjvoRukqtKttemqP3E7O6Laqd/F4PPgn/NRKNYKjQexuw2HdF/roqk58Mc7xvWN2Xt6hUzcSWnRFp1luorZVgrEgVoeVV7/wKnsre4yfHefhhx5mdHSUxHCCW9dvkbyZpF6p0yv3eOjtD2Fz2tjf2efazWuUc2WO7cdYnBZC8yEcQQeiTWT0vlGSd5P4fD62XtnC6rJy/4fuxxv0kt3PEpuMsbu6S6PWMJzTWaMjPDIWwSSamLtvjtxRDtkqY3VYoQfNRpNGqUF6Jc3k6UlEk0i73EZtqqT1NHtLeyTCiddFOQ4Y8OPED22J9Mgjj/C+972Pr3zlKxQKBR577DE+85nPcOnSpe/p+9PpNHfv3gWMCLs3EggEgG8umgYM+Enie4mpO336NLVyjd2XdtlP72Oz2UjEEiQSCURRPLHPfquj6Utf/RKR8QiaqjG+OE4ql8LqszJ8ephGpcHs5VkiGxFSGylsbmPwaJaaOL1Oo2za76FHj62XtzCLZmbvmzVKrrsKkijRqDfwDHlolpqYRBOBRIDOQYe92h6artHr95BdMs6QE0/AOBhYfmWZG0/foF1u4zK5yJVziCYRv9OP+5Sbrb0tZFlGaSp0Kh3KR2U8UQ89tQcapNZT0IfoTBTMRsljvVgntZKinCwjO2RiMzECYwHMNuMw6eD2AeHp8EmPUU/vGWXMD0+jqRr5vTw2jw2rw0phr8Ddr96l3+sDEJ2Ncvb9ZzlcOkRTNGq5GuvPrxOeCBOfj+ONe6lla9h9dnxRH7puDEgWq4XifpFer3eicK6mqxzeOsThcTB93zT9Xp/VF1eJTkUppooUqgXCehi34mZobIhAJIAgCaR2U8g2manFKbweL16vl0KywKf/46dJDCXIZrLka3lGz42S/3qe7lEX37APQRWoFqo0K02jY6rYROyK/MrP/woXL17k7t27f2k03GtdRK8dRob9Yf79b/97cps5lIcUXHEXAO1mm8xuhtpRjU/87Cf+Wl8vb7xNAwYMGPCTyHdzH5+6dIq1K2vfsyvT6/F+V9HAa/Eb380Vffb0WZIvJhkKDlFv16lWqpQzZbxOL4qqMPnAJPnDPLqmU2vWOPvus7gcLoKhIPVKnTPzZ/i9T/0egk0guBiku98lHAhjkk00pAaSRTJiyEwm3FE37rCb8x8+T2wuxtVPX8XhczB0agjZJXNw84Byukxxr4gj4CA0FcLhdSBZJY6Wjth4YcOIj220Ob57TKPUwOFzMHF2gna1zerzq7RKLQRRwOqyYvPYKB2ViC/GsdgtZDYybLywgeySCQwHqGaqJ0XQ7Wqblz/9Mg6vgz79b1sgfeBffABv1Eur2kJpKwSGA2S3swTGAriCLnp6j2qmSum4RPG4iDfhxeF3EJ+LM/XQFIWDAp1ax1jemEWGzgwZsXe5uuG4bnXZenkLm9tGt9mlWWpidViRZKNzoVFsQA/8CT+6puP3+CkcFigPl3GH3fjiPmr5GsVDo9Ph8s9cJuAJkDpKobQUIjNGwXWrZkT/CCaBcqp8cv2CIBil1akKjWKDyUuTjJwdQegJpLfSlNNl1JaK0lYoHhbRFA3/sB93xE1f7yOaROJzcUySidBECKEvgApOj5P4VBzM0M63ufPsHVwxF32hj9lmplPr0Kl36NLl+pXrdFtdhuaGEEdE7r10j9xOjnquTnojTWIxQWQ8cnLwpzQVBAQe+9nHOP/283TbXZJ7SbSGRiw+6EIaMGDATzavnTW4Qi6iQ1HG5sawOq3s7OyQL+VxOB0ER4LsbO0QTUSxm+386i//6pt+1nqrn8Gq1Spmn/l1C6St1S3KtTLeqJf4WJxEPEExUyTmjhEOh5kYnWBpdQmn18nuvV2uPneVo60jRmOjKB2FM+88g+gQUTXV6MXLGz1E0bkotrSN4qEh8vTEPJgtZrqNLuMPjBv38doOFpsFi9WCw+eglq+hdlQ8UUNMm9/No7QVOvUOSkehp/ewe+zY3DZyezkapQYTlyYMcYrWp11vI1kkwhNh6kXDEdTr9RBEAVfIxei5UdLraQ6XDqmkKqRWUrRrbcBwLd//0/dTTBpCh+BYkNFzo7RqLcPFPBI0+gMxIuC2XtpCskpY3Vbq+TrNcpPQmBHXF54KQx9Kx9+I63daEUwCTr/TiHttdlFaxv2p5Wp0613C42FCkyHcITfHd4+xe+yMnBv55tmLaDxea19fo5FrsPK1FfSqzsLpBSxeC6ulVYLDQawuK9WcMSfZPEYVwdj9Y2y8uEHpsMTh8iF6R8fhdWCRLIZr3GbGHXbjSrmQRIlytcyYaYzF84ssnl9E13U+94ef48B8QPR0lHQuTcVeQTNrCE6B0KkQrXILk2yiT59GtYHe0/HEPUw+PEmlWuHo3hHFZBGHx0G9WOeP/+8/RnSKRMYjjM6Psn97H1/cx8jsCK1WC4vFQrfZZfW5VRKnErg8LvSOTm4jh9gRjQqGUzbOnDtDvVpn8/lNZE1mfH6c86fPDwStA34s+aEtkQB++7d/m4sXL5LJZDg4OODy5cv8o3/0j/in//SfEou9ufoRjCiMX/u1X0PXdQRBYGJi4tsuo+v6yWUHDPhJ4y+Lqbt99zZ7+3tkqhlKaomRMyNoZo2V7RWKxSIjiZE3Lc6eujRFrVNj69UtxlxjtJttHHGjKLpRbpBcS6K0FFqlFrJNJrebw+Vxcf7x81gdVvZX9qkd1ZgfnkftqXQqHSrpCrJZJrOXIb4Yx+qw0iw2cfvdBMwBMnqGoC9I8nYSTdC48K4LxDwxIqEI2wfbFPoF7i7dZWx8jPd+9L0EI0EalgbPP/k8XaVLW2mT3kojyiI2v41SssTUA1NExiJk9jK0623Ove8cZtnM9s1t1K7K8NlhXH4XSkcxBqyrWxzcPsA37DPs8UEXsdkYkakIviEf1z5zDdktc+dLd6gVatADi804NNp5Zefk9z/18BTv/SfvJbOWYfz+cfJ7+RN18mvdSaJFxOqyorZVysdlRFmk3+tTPChSSRnW76FTQwydGiK1kqKerTP94DRKXSF3kEM0i4hmEU/UKOg2O8zkq3nYhNmZWTTF6HLotXrkkjl63R6pgxTZ4yxOv5M71++gmBVmH5klKAYxC2aa+abRi6ALAJy7fA6Xy8WLf/oirlEXmayhOP9eouHeeKBola3Mjsxy494NvvKprzByegSr20opWaK0XeLh+Yf/Sv16AwYMGPC3je+19+hbCYQDjI+P8/ZH3v49KYK/lz65v8wV/b4n3sfe/h4ba8a/R2IRdld36Xa6zM/N8/BjD/Pycy/z7JPPEjsdQzAJpA5SdAodor4opUyJnrvHubedIxQP0f3TLlaLlchUBE3TqGaqBEYDCIJg9PvZzFTSRoSuxWZh+Oww0ekojWID/7Afi93C8b1jvFEvC48vUM1V6VQ7zD8+z+YLm6w9u4bSUZAsEtMPT+MKuqjla2S3s2hdjdlHZ2nX2qhdlfH7xjlePSa7kcUdcWPz2qgkK9R2a/R7fVwBF7JTxhPx0Cg0aNfauCIuXvidF05cy96ElzPvPYPskHEEHfT6PSM6zm4ms5Xh3lP3TqJ1W9WWEQUsS1hdVoZPDdOpdVBaCt16F4ffwfTD0xzfO4Y+hMZCWBwWintFZLuM1WXl4OYBpcMSgmDE+do9dlqlFj2th9JRcAgOnAEngknA5raxd2MPd9gNAhT3i9TyNSamJwh4AigtBb2sM3lukthsjFalxc71nZNybVESTzok7R473WaX47vHdGod2vU2h3cOsXvtBMeDeONects5cjs5vDEvC+9cwBP3kF5NU8vWGD47TCPbwOq14ol48Pl9VNIV1IZKqVwiPh3HJJhQiyrF3SKqrlIr1ujTxxF0UEwWcUacmEwmKrkKgsmIIPJEPNz/wftZf2mdcrrM9ivbCJJAs9w0Yoz9bjpahxsv3mBscoxYLEZvosep06cGhz4DBgz4ieA7zRNLd5cIjgSpbFZw+QwBYDgWplqucnh8iNJQsIt2tle2MWvmH6ijwuVwUcwXqZVqRkxYOke5VsYX9XG8dszZS2f5O3/v71ApVnjlq69g1a3c/PpNkpUku1/dRe2pCBaBhQsL6BUjMt7UMtGz9TBbjQXRa71D2a0smc0MFruFoVNDRtRbvs7+zX0axQbBsSB2r51KuoLD56BRamBz2chms0YaSscQQNTzdQRBILuZpd/rGxG26Srbr26T281RzVaxe+zEF+L06WOxW4hMR/BEPRwtH1FOlgmOBo0e5dEg9XydgzsHHN05QmkbsbkWu4WzHzzLqSdOkd/Jc+uLt0hvpMlsZXD4jBlA6Sjk9/J0W0ZUrq7phBNhPBEPSluhsF8gNhvDbDOjdTU8UQ+SLCGIguH+7fcRMGYoXdXRNZ1SskSj2MBsN5M4ncDhdWB1WsnvGjUAzoATs82MLuq0a21EScTusrPzyg6RSIT5s/MggIThfkcw7ovNbaOSrlBOlmnX2hQPi+iKTk/tYREt3P/R+5GdModrh4zNjRENRYkn4pybPcfW9hb7R/uEQ2ESiQTJZJKrL1/l5Rde5vzF86gmlWK3yMSDEzhjTpaeXyJhStA392mrbayilWalSTlVJjwRptFqEJkwhNKiWaSRaVDL1ECA6GQUSZKQZZlIIsLsw7MU8gXsbjv9Tp/RhVFar7bYeH6Dfr+P0+3EIlh47F2P4RK+IYwq1Rn1jPLB//WDg8XRgB97fqhLpEQiwZNPPskHP/hBjo6O0DSNf//v/z2/+Zu/yQc+8AHe8573cOnSJSKRCG63m0KhwJUrV/iN3/iN1/UgffjDH/62687n8wC4XK6/sfszYMDfFN8pZkZTNUr5Ei996SUkh8T0qWnMXTP7y/uEx8JYZAtXX77Kam+Vt51/27cVZwcPgyytLdETe2yubWLz2uhpPeqlOrJLhgZkN7Mn8SwmTMw/PA9NUFoKFsWCVbfyr//Vv2Z1fZXj7jHFTpGKVCG5niQ6H8XutpNv53GJLjq1Dt16l8BIgMxyhoX7Fjh36RzVZJUHH3qQBx96kPXldfSWzpn7z3Dx0Ytoqsbu1i7+YT+pbIpoLIrFaiG9k6aWryEKIs1CE+8lL1uvbhGbjWG1Wtm6uXUyDM4/Ns/h8iG9fo+5x+YoHBRIr6dJrabo9/uMnRujlq0hmSXyu3la1ZZRuO1zMLQ4RE/v0a626ba6yC6Zbr3L7KOzPPjzD1LcL6K0je4oZ8CJI+Bg4uIEvoSPZrGJWTYTnY5CHw5uHVA8KjJydoSpB6dQFZXUagqn3wm68fOK+8YB0PHqMfmDPDa3jbmH5rCIFjrdDuvPr2P32TkwH3DtuWuUjks43U5sQRudeocb6zeQJImJmQks5y1s3tzkKHOEuC0yEh4hlohxWDtEb+t0HV36Wp9msUl6JY3ck3nik0+wkdw4KVH/btFwwJseKE6fm8btcrOxucHKF1cQLSKJcIL/7WP/G5/4xCew2+1/0y+hAQMGDPix5K30Hn0rlVIFv9//PSuCvxfRwF/mih5fH/+294x+sU9iPMGj7370pJdpdXkVu2wnt5tDFmRmF2dpV9t86c++hC1mMxxRLZAtsuHW6ShIPonsdhZBENAUjex2FovdwuHSIdnNLCPnRpAkieJBkXatjdJWkO1GTI2maLiCLsx2M1tXtsht59AV3SifNpm4/L9cJjwappqr0iq3yGxkiM5Gic5EaVaa5HZz5HZzhMZCZLeybF3Zwmw1M3xmGKWjEJ+NE5+PG67n1RT1Up2RcyM4fU4mLk6wdWULb9zLu37tXfT0HvndPK6Qy+g8soj09T6S2YjCS62lkJ0yobEQ8fk4mfUM7XKbnVd3aJfbLN9bplPrMHFpgtxODl3VOV49xiSasPvs2Dw22vU2Dp8DAN+Qj3atzc4rO7jDbhwBB/1en8xGBpNoYvzCOAfLB4iiSN/Sp5wqU0lVqKQqTE5NEovHKCfL1LI1Ss0Sw6eGqWVrVNIVw5U0GSG/l6eRb+AMOnEGnLQrbSrZCuntNIHRAE6/k8SC0TFZOiyR38sj22XquTq6rrN3c494M87+rX1cQRcW2WKUeIsiLp+L0FCIntqjP9anmCtSK9eoFqp4w16m3zaN0lZYfnqZ0TOjSCaJrZe3OF46xhvxktxI0u/3qWQqhMZCeIY8nHn/GbZe2KKT71DOlymminijXh752CP4o35qxRqry6u0Ui3mx+c5PT+InhkwYMCPP99VCLK+x+M/9zgOp4N6uQ6ASTQxvTBNr9cjvZum3qjjFJzfd0T4d1pgzU7Pcmv7FneevUNwJEgmk6HVbZHfy9MsNSkpJT773z6Lw+lA7amEvWHOnz7P//H/+T9ItpKcf895/C4/NpuN/fK+kTSiNImEIohmkdRGCl/Ch2SRSK2n6Ot9EosJwpNhXCEXsl2mmq7SqrRQWgreuJdKuoLZYkZtqezf3MckmRDNohGLZxIwy2bGHxhHV3QO7xxSz9epZo0lU2wmZkTKnRrCG/fSKDZQmgrVbJWhxSHK6TK713epJCu4wi6Kh0WO7h5RzVbxxD3kd/LITpkHfuYBYvMxOrUOmqrhjXiZfniazZc38YSMZZBJMuGNeEEwhCr7N/ap5+tY3VbGL4yzeWWT5SeXcQVcHN87Rm2rIIBgEshuZ5EsxkLJ4XOgKzqtaov0WppGoWH0QLYVlKaCO+LG6rYimkVMogmlqeCJeOj3+uQP8lQyFbx2LyFvCF3VsTgsiF4Rb8B70jUtWSQjYs/noJwss39z33B01TqEh8PYw3ZuP3Mbh8eBQ3bw/ve9H5vNhqZq9LQet5du0yq0CAQDHCYP2V3bJRgLMnZhjGvXriEHZObG5kiMJ1i7vsbdp+/iiXnwRD00i00y2xnMdjP+ET9KV6FVb6E0FbKbWWS3TK1eIzgZxBvxEggGCA+FuVG4QblQxhVwUclUiIQiDI8O43a5ufH0DUoHJTySh7gvzkcf/+hgYTTgJ5If6hIJjA+pt27d4hOf+ATPPPMM/X6fbrfL5z//eT7/+c//pd8fCoX4x//4H7/ua91ul62tLQRBYHh4+K/rpg8Y8ENBVdU3jamLhCNcefYKSytL2IZtTJyewOl0kt3LInZF9KJOsV2EJni9Xj78oQ9/W3F2JBxh+4+2qTVqmO1m7KIdTdVOVKUOnwNMMP3QNMXDIv6wn+hYFJvFRsAbYNe6S0fscOHCBcxmM+krac4tnMPr95LcSrLz8g60QSgIlMtltK6G7JKxDFnQb+vIdplWs4XNZkPXdZLJJE999SlMThPJTJLDw0PqxTrpfJr733U/y/eWcfgdRIYjzJ6fZfm5ZYrpItm9LFf+6ArdZpfAUABBFGgUG4iSSGQqgtJRDBfjAxPk9/NIZomJixNUM1Wy21n2bu/RaXTYvrpNcCxIZDqCZJaYvDiJKItoHSOmzh/306kbcSnTj0xTOi4hmATDci5AcCxIdjuLaDHiXCLTEfL7eQRBwOaxEV+Io2ka0dmoYXnfyWH32lFaCpVkhVK6RLveZuOVDQ7vHKJ1NCKTEbZf3aZwUEA369hcNuOArGOohywOC7JLZnR4lLnTc5jtZmS3jFW2kkqlCMQDONwOKEOulcNithAdiXJcOCZzkKF8XKa6VyUWjfHI5Ue4/233s3xj+aRE/btFw926detNDxQnZia49vQ1fuXv/8ogUm7AgAED/gq81d4j4Psq7/1e+uTurt3FF/eRSWa48twVmo0mDqeDyelJfHHfyfvGt75n3Lp1iyevPEmj1sAb8CKZJcanx1FlFckiYdNs/Nnv/xnZapZyo0zAH0DsGRG8VqcVHZ2lG0tITgld1alkDRVr6aiEyWTCYrdQy9VQuyq1fI1Ow3iPtnvtmK1mbG4btZzx9d3ruyhNhcRiArPVTHYrS2G/QHYzy9TFKcx2M1deuoLSUQhPhnEGncbhitdxUjSttI38/6HTQ/iH/bTKRqTMa9FyskOm2+jS1/s0ig3GL44jmkVmH51FEAXoQSVdoZqu4gq5UFoK68+t4x/24wg4aJVbxGZj1At1EqcS7L66izviJjwRZju/jTvoPnFPuyNu1I5KdbvKYf+Q6GwUpWkopEtHxnySWEhgd9qxWWx0yh0yOxlcYRfB4SDFgyI713cQzSI2tw1N0RBMhjp5JD6Cx+khuZLE5rFR0SrIIdnoLdB0MhsZJIsRX3fq3aeoF+rkd/OUk2U0RaOerxMYCrD47kW6jS7tehun34nFamHlmRU69Q7D54Yxm82sPLvCzqs79LQeU49M0aw2KaVKmG1mJItEqVgCAXRRp1qucvTUEZJFgrOgr+ikNlNYbBacfiehWAjZIrP2zBrFwyJ9+lTyhqI8MBSAPqhtlQfe+QA+v4+la0vs3NwhNBZCkARUXcXisuAIOMisZRgLjQ36CwYMGPBjyRuXNrVyjUw1w4d+8UMEo8GTy1VmKty5fYetjS0mpye5fvM6tSnDFWQSTTicDoZiQ/RLfZ748BPf12e7N1tgFXNFfvczv0spWaIrd4k74hR2Cmzf3SY4EjSi40Ujoj4+GqderpM8SJLeSHPu1DlcYRcPjD5A2BfGJJiol+pomkZdqNMqtHDVXMiyTGotRX43jyAKHC4dMv3QNP5hP91Wl17OiMj1DfvIbGVIribxxr1YHEYvoWgRqexUaFfahts14GDx8UUmHjDOEVLrKbptIza2WWoSmYowcm6ERr6BN2YkxtCD9RfWye/m8SV8DJ0agj5kd7LsXt+llqsZPYQTYXzDPqYfmcYT9iA7ZNrVNs1Sk27LcCBrima834UNAaonYnQ52Tw2nH4n3riX9EYata3in/Yzdt8Yx3ePKR2XSK2nKB2VsHlsSLKE2Womv5/HHXajNBWSq0mjVzldQVVU4gtxEosJOrUOakc1lkdtI9VFMAmYTCYaxQbVVBWP7ME97MYsmw0XUkhCkRVcARfNcpO9G3sIJoFOvUM9X6dRbGC1WwmPhcnv5tG7Oqn1FK1ii/GFcZr9Jv/zz/8nLqeLfCmPpmvUy3WWX1jG6rCSGEngkBycfttp+pY+TaWJbJGp1WpoikZiIcHq86t06102dzZx+BzEZ+PITplus0s9X2fjygbR0SihoRBby1tUS1X8o376Sp/pM9OYLWamz06zenOVcdc47UYbMSISHYpit9upHdaYe/8c5VT523pGBwz4SeKHvkQCo7/oqaee4r//9//Ov/7X/5qdnR3DSikI9Pv9111WEIy4pX6/TygU4otf/CJer/d1l/na176GpmkIgsCpU6f+pu7GgAF/7bw2cL1ZTN2tq7fIF/KMzo8iCAJjC2MEo0GGpoa48+wdpuammDszx+7GLpm7Gcxm87c5mvY291D7Ko/89CMsvbBEZtOIg4vNGFEltVwNk9mEyWSinqkTi8ZYf3GdRqXB6MgoDtnBxQsXMZvNJyrmtZU1mmoTh8dBrVCjtlqjr/bRdZ3IbIThh4Y5XD/EarPSKDdolBrMT8yzvLxMppyhpbaweqyUaiW+9LUvkd3KMndpjq7SJToaRe/pxBNxREkkuZGkkqkw/dA07VobAYH8cZ5rf37NyCvuKGiqRqPYMKzpuQqdSofAWIDj5WN0TSexkMDmsVHP1Q01banB4Z1DFt+1iDPopF1r44170RWdwmGB4GjQUOC2FbSusXCr5+s4Ag5Mool2rY3e1Y3lVVMBARpFoxi7XW2fWOB7eo/iYZHASABP2IO5Z2bt2TWsWNl/eR+to+GMORk9PUp8Kk72IEs5VWbu43OMLI5QPDYcS618ixf/+EWioSj5XB6n30l6P83+yv5JbF24HsY15sJis4AAOMBv96Ojo5U1XBYXH/jwB5ian0IyS99zifpfFrP42oHigAEDBgz4/vhB9h69Gd+t4+iNaspiqUiynkQTNSOHf9w41Ll+8zqSLjHkGvq26z99+jRbO1t86Y++RM/eQ5IlUrspivkisaEYnW6Holpk8u2TiDdFHD0HklnCIlvoKl1y5Rw9U49m2lgs+ON+ZIfM+P3jRgeRLFHNVI3oFdlMvVBHV3TCE2GUjkKrYvT21LI1tK7G5KVJAJSOgq4YwoziUZH1F9aNzlUBbC4b9EGURGwuG2abGdEiGrNQoQ4CJ8XUSluhVW2x9vU1QhMh6oU6mqLRyDcIT4dx+B1IFglv3IsgCBzfM1xDCJDfz5/0MUXmIpSPy8RmYnjjXo7vHXNw6wDZITN0eohqrorFauG+n7+PvRt7ADj9TqxOK6JFpF1tk9/NU0lWaJQbSGaJeqFOs9JEkiQeevghpk9N89LTL5EuptHCGsVnihzcOWD47DDemJd2vU2z0GRmegatYdw3d9hNqVVCFw1lcWrV6Gqo5WqMPTDG4uOLWN1W1I7K5IOTVNIVNl/cNJxMD04ycXGCwkGB7Fb25DGy2CyoXZWJBybYenmL6YemkSwSRytH9PU+zVITXdGpF+oobQWnz0k2n6VarzJ8fpjlp5bJ7eaMSD6vA2fIieyW6fV6WD1WdEEHEzz4xINYvBaWn1mmWqiSWknh9rnxuD14fV6ajSbpjTTRsSjnHjxHrVKjtFeCHgTcASxnLERikYGqeMCAAT92tFotfvNTv8nS7hLOkBN/yE+6kabT7bB8a/nEHQzGPDFzaoaNpQ0eePABEpHEiSvIIlvYXNrE3XPztvNv+76X6m8UxGiqxv7OPj1HD+u4FXvXTrFYxO6243Q7UVWVrtbl4nsuMrs4+81OdAk2ntvgya89ieyUmZueQxRFapUatXyNhtSgWq7S03u8/EcvExgO4Il4sNgtVLNVTCYTskvGbDFTTpXx2X04A048UQ+VVIXtV7Zx+B3Idhmz1YzW0fBEPHijXiqZCuGJMO1Km+PlYySr4awp3y7jDDqxOCyMPzBOdDrKenKdaq7K6PlRAkMBCkcFkitJ1K5qxMb2QbbLpNfT9Ht9xi6MnQg0xs6N4Y16MZlNaIpGJV3h+O4x7XqbVqVlzBi5BnafnW6jezKTiJKI1tXotrocLR2hq7rh6pVFbGYbY/eNGUKYSpvIZASb1xDZSGaJarZKYa+Aruk4/U4kWcLuM2JgXUGXsXgp1I2zjICC2lFR24Z4x2vx0lSbqIKK3W0neZxkdGIUSZTo1rvE5mOk1lLs39hH7ai0Ki0ks2TE/wdc2L12qkdV4iNxpJ7E6OworW6LjZ0NwokwwaEgxUyRltiiZ+sx9vAYwWCQ28/cZvnWMg998CHMFmN5lc1mEU0iVrsVp9/J+Q+f5+7X7tKutTHLZtS2yv71fcpHZdr1NvMfncdmtWFxWEjvGu7pjtphc2WTsZkxRhZGSO4lWX52GRMmrLqVarZKM9/EKlgpHBVYGFkYiE0G/ETzI7FEAmM59Eu/9Et88pOf5DOf+Qyf/vSnef7552k2m6+7XL/fx+Px8Iu/+Iv8+q//OuFw+Nuu67/8l/9y8t+PPfbYX/dNHzDgb4zXBq4P/eKHWL61zOG9w5OB7tnnnyU6FuX+0ftpd9q0mi0A3H73SfHl3Jm51xViv7E4e2drB1fYRbvRxu630+10KewVKOwVkKwSFqsFu8dO8m4SoS/Q7XWZXJjE5XRhFaysXFmh4qugquqJinn87jhLd5co28scFg9R6yrhsTDtTpvD40PyT+YxmUyYdBPHy8csTC7Q7/fJlDOMzIxw88Wb5I5ynHr4FIFogIPNA6rtKk2liTfmhR4U0gXazTZaXyMwHGDizASpjRTtVtsozb57RL/Xp9fr0al3jHLpRpfcbg5v2Ev5qIzdZ2f49DB9+qhtlcjDEcJTYbavblM6KLFzdYd7T92jlqnxC7/xC9g8NrSOhmwzVEHbr2wTGg8xtDhEYChAr9cjuZqk2+xSK9QoHhQxmU2ERkKUM2WKR0XSm2l0Vad0VGL/xr6haPI5OFo+ol1q4zA7eOfld7J3d49kK4lz1ElgOIA77MbsMOMTfezf2jdKIkWT0QlQUxER2byzSavZotlsUilVsHlsjJ8dR80bw1rpuMTIfSP0vX06rQ6dcgeloXDukXNEfVHmzsydPC++9Tnz3fhOMYvA97yIGjBgwIABBm+20FlZW+HCu998Gf9We4/e7Od9t46jD3/ow6+7jnq1TqqY4j2/8B7cfvfJ12tTNZ76o6dw99xv9mPQVI3kYZJ8OY/e1zH1TZSyJTpKB0/EQ3AiiMvnIh6M0yw3sTltCA4BISpgVs24Ai5SGymGTw8THAtiEk1oXQ27x06z3CR6OUrhsAAY8Tu6yTiIMTvMFA4KhCfD5Pfy+If9WF1W2tU2jYIR0+sOu9EUjaWvLOHwO/BEPZjMJlLrKYLjwRNVrcVhYe3ra1TTVUOlbLXgi/mMzylRD61qi5ufv0l6PY035sUVdOEf9eNP+FGaykn/YrtqlGUnV5Mnrh6b20ZmLYPskHFH3RzePsTqsuIb8mF32xFMAgc3Dxg6PUS71jYOwzJVPDHjYMsX96F1NSKJyMm/C4JALVejVWrhDripVquIosgj73yEr/zpV7h25Rr1Uh1H0EG72qZda+NwOlg4tYDNbjOU23t5mlKTUr6EZJZQmyrdZpdGuYHskPEn/Fjd1pNeBYvNgjfmNQ6zLIYT3CSaCI2HDEW3KGJxWOj1epSvlNl8cRMEmLo8ha7oWOwWcns5hheHscgW6vk6mbUMklWilClhdVgpHZeIz8axuWz4h4zeK6WjINtkzA4zB6sHlJNlCrkCrUYL2SEzf26eSrLC/s4+hzcOiYxHyG/lqWVrpLfTxCZiSA6JWCDGvGcer9fL8d4xeWueerP+ll7DAwYMGPDDRlVVfvO3fpOX117mwhMXCMfDtJotsrUswzPDHGeO2V7bft1nv4XzC6Q30tx6/ha+uI+YFmPr5hbFTJHR8Cg//4mf5/z589/3Uv2NgpjttW2S2SQX33+RSrmC0BQIuoLcu32PneQO9WadM+88g6Zo3Hr1FrIs43K56Gk9Zs/OsnNth2giSqfeITYeAxOoORWny0mtUjOEFzYL/iE/alelWW7iiXqIzkbpNruU02X6/b4htLBKWGwWHD4Hh0uHlFNGX1FoNERgKIAv4cMddvPqn7yKIAj4hnyGI/q4ZMTKB5yMXRjj4PYB7rDhHK5kKoaw4xtRqhMPTKApGu1qm5WnVtB1nX6/T3Yzy/DZYaxOK/VinU6tQ+GogKZo1PI1muUm3XoXq8tKaDxENVWlU+9gkkxEZiLEZ+NktjOoHRVRFGlVW0SnogCk1lM0i000RePME2eweqzsXt3FN+8jNhdDaSlYHVais1FESSS1lmLzpU2axSbDp4dplppoHQ27z46AQHAsyMYLG1TSFYLjQdSWilSRaKlGLFx8Po5nxsPS7y3Req5F4rTh+k5vpqmkKviGfXgCHsP9fd8UZoeZRtXo4O53+syfnmdmfobrL13H5DbhiXkYWRzBLJhJ7iWRLBLDZ4fxj/uxWC2EFkKkt9NsLG2g9lTK2TKariGZJbIHWWweG9ndLCbRhDvgZufGDvV8HRGRRrnByNkRemqPkekRjraPcEfddOtdXFEXx1vH6D0dt9uNO+CmtF9ifnieoBqkvl8n6AgyNzfH+dPnBxF2A37i+ZFZIr2GKIp88pOf5JOf/CS6rrO5ucnBwQHNZhO73c7Q0BCLi4vfVB+8Cb/4i7/I/Pw8t2/fHhS2D/iJ4rWBKxgN8ui7H2V7bZudrR2KjSJ6W8fv8XPmzBmSySQr2yu0I21sThsun4vUcerbIm3mpub4gz/9A3Y3d+nRY3VplZ63h9ljNnLrA07cITfldJnUWop6oW5EszS7SHYJV8SFw+fA5XBhUk1cfu9l6sd1PvvZz6KhnRx6TYxNMDczx+07t3n15qtk9jN0xS7dVpfiThFZkDk9c5rRkVFa6RYv7byENWjlzkt3yOxnsDgtmCQTLaWF1W2l0+0gSRLlXJkL919AEATuXL+Drul43B4CngCWEQu1To1sKovD7zCcOk6Z6EwUk2iikq5gsVuYvDhJ4bCAK+jCHXUjiiLNchOlqWBz25i4fwKrw8rWlS3qeePw4E9//U952y+/DZvXhmgx4mrcETfRmSgWp1FEqbZVJi5O0G11Sa2mqGVrxGfjhkK3rVI8LBrqWlVHlmVsLhvNcpOdl3eQkPC5fLznsffwkXd+hFv+WySVJKlyyih8FEV6So+5y3M0Sg3y23nUjoo35OX0w6eJjcZY+vIS2bUsrX6LoXNDxCfiCHkBzaahRlUO1g8oXy8zcmGERqFBciWJUlOIB+NMTk+ePOfeSgzSG5eS38r3uogaMGDAgAHfeaGzn9qnf73P+Mw4oii+7nveau/RG/nLOo5e68Z7DZNgwu62G4rPb8FsMWN32zEJ3z6r37p1iy9//csEJgKcnjmNy+eiWqzy9T/7OpVKhWa3yWRkkvZuG9kuo3ZUSrkSPV8PBIwC5mobyWyoYiupCrqqE5mMYB02ipJdYRfbr2xTSVaITEbwRr3UcjVSN4334r7eR9d0Jh+axGQy0Sw3DffPZATJImEymcjv5qln6zgDTmKzMcrHZXZe3cEb9WL3Gv1NpcMS8fk4ZtlMLV/DHXETmYhQOCiw9uwa6bU0ALVsjWalyd0n7xKdjmK2mWnX2qgdFUEQ8Ca89PW+sSTZyiAKIlaPlchUhMJ+gVa1xczlGY7vHeMKuSgeFOnpPfzDfrxxL7JDZuOFDTZf3GTk7IjxmKUrNMtNzGYzzriTfq9PNVc1FlVtnZVbK1jNVmSLjNPkpJlu0tN7BCeChMZCmEQTLsGFhISmaNgDdtJ30gg1gX63z8QjE0asXbHCxisb6JpOLVcjvZbG5rHhjXmNboO6EXsjmQ2HmNVppVVt4Q65kZ0yqfXUycGa2lWZfniaWq4GPYyuBYzHQpRF+qY+zXKT/aV94/Do9DDeqBdN07DarWiadhIpKAiCEfnT7NJtdolNxqi36piqJiZjk/z8x36erdUtXnn+FVZeWEHUDWW2qWcyDg/9DhRFIZUzXHJKVcFmtuFxDOaYAQMG/Hhx9+5drq9eZ/FtiyxcWDj5eiFXoN6pI/vkE7HpazRqDR5++GHOnz7P3bW7qIrKo+cf/Y7O5LfKG4WHO1s7BEeCuP1uFEWhWqkyd2aOuTNzDI0M8Tu/8Tvki3nEnIjFakGpKLQ32gz5h1iYWGDn2g6lfIlkKkkql6Km1SgWi6g9FZvbxuGdQyLTEXRNx+o0xCNaV8PhcVBNV+k2u8TnjWSTTq1DLVcjv5cnMBzAN+RD7ahMXZqimqoa8f7f6Bw6Wjpi5NwIw2eGaVVbWGwWxi6MERgNUDou0al3aJQahCfCNAoN1p9bp75Yp1Ux3qccPgfRhSjHS8dkt7IAHC0dGXH9UxHOf/A8qfUU5VTZmDEmIzRKDdq1NnaP3Zg5DgvkdnKGWMZipqf32L+1j4CR4BSaCKEpRiT++vPr9Po9AmMBBEGg3WjjCrswSUZ6imAyBCcm0YimKx2X0DoaoxdGaZQarL+4TngijN1jp56vk9vLUcvXyG5lGR4bxmFyGLd9JoJ71o3oEVl81yKZzQyF/QJmi5k+30ia6kNqJcXspVlmHpyhmq/SrDVRmypTC1Mc7x7TqDXYW9pDM2lMXJygmCpyvHZMLpUjPBJG9si0W21URWXyknGmc+eZOyQWEtSP66TWU8ZjbrcSGAqweWUT2SHjdDtx+pyEJ8KMzo9y84s3CY+GEQSBbruLqqqMLo7SKXY43j1G7+vUjmtsJ7epHdeYH57n9/7r7w16nQf8reRHbon0rYiiyPz8PPPz82/p+z7+8Y/z8Y9//K/pVg0Y8MPjWwcuySydDFcA7UYbVTNUJ4lEgmw2y5UvX6Feq5NP5lEqCs18k0fvf5TTp0+jqir7h/u0u21a9RayUyaZTWLVrHgkD7JNPjmkic5GjR4hUWDhsQXuPnUXb9SLoirktnKMnB9hZGqESDjC//jU/2Bra4vZ87O0+23WttZ4+pWnWRha4PLbLjM5McnVa1fZ2d9BsAtM3TfFe9/9Xs6fPw8Yg+5/+M3/gKVsoVwoExmO0Df32by5SXg8jMVhYffOLoFEALfbjdVixeFyIAkSQldg4f4FSoUS+1v71Oo1kttJKoUKrqCLM+87Y3QONBWUtoIv7sPusWMymfBEPQiCUYxp89goHhYZv3+c1FqKjRc2aJYMV6QkSyy+Z5F+v48r5GL/5j4Wu4X4YpzwVJjiQZF6sY6AQGI+gd1jHHIFR4P09B7Z7SzNQhOr08oTv/aE4ZiqtDn37nNoDY2rf3aVmDPGxz/y8RPV94tXX2T+9DzvHn83zz3/HMfpY3paj0ahwdD8EHabnaHEEJ1uh/BomJVXVhiaGMJhdlDUi4RGQvgjfraPton4I3i8HrYOt9h+fpv9e8aQ2dN7tEtthr3D1Kt1djd233IM0un50zx55UkqM5W/ch/HgAEDBvxt5jstdHRN56kvP8XayhqnznwzsvkH8Xf2rUaSOj1ORiwj7K3t4fQ7sTvstJotGqUGI4kRnIoTeL2j6o//5I8pa2XOzJ0x4k7KKtlMFkvYAh3IH+exB+3Yxm14Ah4cCQe5Ws5Y6uTrHN87ZvqRacbvG6ewX6BdN5w8vX6PTqVjRMxl69h9diRZolVtUc0aUTah8RAWm4Vyuky73MbmtkHPuC+CIGD32enrfcqZMqJsuGSsTivDZ4YpRopkNjN06h2UtkLxoEhoIoTVY8XqtJLdzrLxwgaxuRhXP32V/G7+m7+/hBetoxkxuAcFw2m0nTEOZu4bNSJVOirtehtRFBHNIq6oi3rBiOcLjYdwBV3YnDZKR4YLKDwRRjAJyA4Zm9PGqfecYuPFDbJbWaq5KuXjMgvvWjhZNOZ38wh94/LZvSz1Yp3NlzYZHR1F0zW6va5xiFRpIwjCyc8T8gLtSpuj3BE6OoIuEE1E8QQ9RKejHP35ETafDafZOJAxSSZq2RqdZge7236yzOo2u+y+uovFZsGX8J3E+rXKLbZe2jIWcdnayYLM5rJhsVk4975zJNeSZLYyHN07QjQZv5/pt01jc9toVBvoqs7EuQmyu1mSK0nMVjOiSaReMoQ/Pp+P+ESc5FaS+dPzaGhkc1lOXTjF0OgQo/FRRv2j7OZ3OU4ds7e2R2g4RCAeQFM0DncOiTqj2Lo2Tt8/iKgZMGDAjybfKY526e4SZruZYDz4usvHh+PcvXsXBBBawsnXv3We+H5FKX8ZbxQeNhtN4uNxgJN+5NeoVqqoqDg8DkLDIUwmE71eD8Wn0Cg0ePGFF2kpLRwuB91ul7trdzFZTeR2czh9TvwjfoKjQWKzMZxBJ61qC9+ID6EvYHVaye3lKOwVkG0ywbHgSURrcDyIJ+KhU++QWk2RP8xTL9QRHSJ2r53ASIDcVo7NFzbptruYRBOyU8YkGQKa8GSYSrpCo2C4dUfOjpDbyZHdznJ45xCb20Z0Jkp6LX2yQAIYf2Ccfr+PP+GnXWvjDDoZOT2CI+jALBuxe8WDIsXDIqJZZOzcGJVkBZvLRmHPmIuyO1lsLhvhqTBqW6VZadLv9XFH3SgdhdWnV3FHDOd1s9ikkq4YEXx2o/tJV/STTkN3xE14MkxsLkZ2K0t6I41gEshsZHD5XYycHkGURONsYr9BcDxIVa1CCcxdM4nFBBarhdR6CovDgjfs5WDpgINbB2hdDU/Ig9JVsJgtrD67Sqfaob/QR3SLSEiIDpHMVoZuu0vtsEb2MMvI+RFmL89SzVcpHBfADrqqM3J+hORKEnQ4Xj6m2+riCrsQIgL1XB1REOk2urg8LuYenqNZa1LOlvEGvVidVqrVKq8+/yp2r51aqUZs0ujqqh5VsYQtOM1OBFngH/+jfzxYIA34W8uP9BJpwIABr+e7OT08Hg/7O/tUihWcbifVrKGqsTgs6Oj0xT6bW5sIisD4mDGc7GR2+Kn/5ad48eUXSRaTBCYCdDtdLDYLpVQJm8tGo9gAjB4fp9+JbJbRFR1Jkrjv0n2YNBMjIyOMjIywvrxOq9fCnrCDG0L+EKPnRsmlctz86k1MJhP/5B//E9773vcCrx92X7nxysmw+45H34HqVXn5+ZcRQgJn3n6GYrJIZi9Dr9ODLhT3imhejetPX6cv9Fm/sW5E2jU0NpY3sAVsjJ4ZpaW00Ps6YxfGCI2GQABXwEVuJ4fda0eySvT0HkpTwRP20NN7CBjLpHa1zZf+7y/RqhjRgLJD5sJHL1A6LGGxWqhljOJLb8yLzWnDLJtx+Bx06h3MspnCUQG7x8gPnrk8YxywCCbq+Tqbr2yS2kwRiobI1/NoFY1qvkpiJMGcf+51sUGvPe4TsxM8/s7HSSaT6BWd7Z1tPD4PQV+QU2dPsbO+w9ora2xe2+S+0/eRPEwiOAS6xS4FvUCtVkO0i1jaFuPQJ+Bk9PwoNqeNaqbK/q19GvkGUkUik31rMUjASQ/WX6WPY8CAAQMGfOeFzvkHz7N8Y5mnP/80SlP5gf6dfaMyWNd1kskkyXSS/Z19CuuF16mQ/T4/NruN8HCYZDpJtVLFZrOxOLVI7iiHrWV7naPKP+Sn1q/hn/ajSirNbpNirUg6l0ZHxxPzGIcExRrKKQXVoqJLOoGRgLGo2cwiWkTUtorskDHbzARHgjRLTcrHZeqFOt6ol+JxEbNsJjobxR1yI1kkmuUmakfF6rJi99gRJAG1reKOuOnTRzvWyG3n6Pf7pNfTNIoN3BE3pWSJ2FyM4bPDSGaJZrVJ8l6SRqlBdCZKu9JGbasERgOk1lJ8/T9//WRuQoDgaJBT7z7F6PlRKqkK2d0sDp+DPn2j0NptQ+2odOodRs6NcPb9Z1n60hK1bA29o9NtdenUO7RqLUyCifxOnpnLMwTHghT2CkSno7jDxn1MLCQoHhYpp8qG61owIQgCmqpRTpVpFpqII8YCxiybKSfLZLey1PI1pi9Pk1pJUUlXmH/HPJ6Yx4gadptoJVtkn8tSL9SJjEQ4+/azHO4e0tbaiDaRs+8/S24nZ8yPdmPxVjou0al1TmICPWEPJslEfj9/UsDdLDbZeGGDbrOLbJcRBAF32M3UxSkAqpkq6a204QYTY8gOGb2js393n9xOjuEzw4Y7vtWl2+kyfGaY5otNjpePaVVa2Lw2wqNhzLIZp9NJyB2ielClZ+5xo3SDQrJw8rqp1CtExiO846Pv4HP/7XOsP7eOK+LCG/CiVlX2d/b56Xf/9GCOGTBgwI8k3zWOdn0Pb8BLvfz6OM5wLIx338vKqyuE7eHvS0D4/fJG4aHD6aBertNutGmUGixOLQJG/O3TX3wae9BOLV9Db+sEhgK4PC40VePa166xdmuN97zvPaQraQSHgHgkcrRyRE/rkVhMEBgN0CwbAk5f3Een0cEdcBtLE5uFbqvLi//tRdLraTRFw2Kz4A67jf7iWpt2tU232aV0VMJsMyOZJWS7fNJj5PA5UDMqoYkQnVqHfq+P1WnFc85Ds9pk++r2Saxrq9Si0+jg8DuYfniam5+/SWoldfJ7ufixi1gcFo6WjxDNIvVi/SRWlz4IJsO91K13Ec0ipcMSuqYjWSQkWWJ0cZRmpUliMkGj0qCYKhpOX0Xl/AfPExw3IoAbhQaptRSVZIVauoZoMQQnSkvBYrNgcprQOhom0YTFbjkR4nhiHsM9nK7gDDgJT4YxW82ggUk1sXm8SdvWxhVx0e106Zv6OHEycd8ErWqLvat77F7dxRlwMnJuhE69Q71a52DlgGqqasTgzcSJz8Upp8tUy1XGLowRmYugdTUEVQARQmMhfBEfWk8jf5innCrTbXeN3ktJhD6cftdpTIKJ9SvrKE2FulYnOhLlYO0As81MNVvFbrfj8rhwjDnY29ojNhVD0RUmpybptrrsr+6TPc4yNjHG0MQQWkPD7XMPOp4H/K3mR2qJtLS0xNraGpVKBbfbTSAQ4PTp08Tj8R/2TRsw4EeC7+b0kE0yZyfOcu3pa7TUFslcktGzo2zc2CAcDjP7xCxWq5XNpU0+/YVPozd1Zh+a5e7KXYrtIjMPzGAP2ykcFSimikhWCa2rkd/PU0lVEM0ilqCF5EoSvakj6RKLZxc53j8mmU4yMjLCztYOJqcJLDA2O4bdbSg0gtEg7WqbZ77wDIqq4Pa5cTqclAolulKX8Fj4dcOuqWXi8O4h927dwxq2Iooi0fEoZ95+hnKhTNgf5rnPPkd2JUuNGkfJI9LpNLJfptlpEpwKMve2OUyiiYO1A1wh14mFvd/rY/fZcfgc6Krx/xa7heJREVfQhWSV6DSMg48v/z9fpl0zVM4Ov4PT7zt9EqfjjXmNHqXFYTLbGfr9Pp2GMTjaPDYiExGOV44REBBMAtVUFZvdhivoollp4kv4yB3kMKkm9LbOsHeYhxYfQmkq5FZyr1vavPFxHxkZ4Zf+3i/xO//v73D3qbtMn51m1bxKPp1n6/oWjq6DqC1Ky9wiMhFh5vQMX336qyhtBbWvYjFZUDsq0eko85fn8Uf8HNw9wBfwkVnNYLfa+ZX/9Vfe8vPztR6s1xaDb7WPY8CAAQMGGHynjjnJLHH5PZe5/dXbyA35B/p39luFKrqus7y8TKacwek3lJeSW3pdP9Jr701Tc1OMXBr55m0vVlg/XueJR554naOq1qxhdpoZOz3G8Nwwu8u71Go1gqNBKmmjT7HX61E6LJHeTKNNalCCVqVFq9rCFXQxeXGSpS8vsfyVZUTJUAPn9/O0KkaMzND8EKn1FJ64B/+QH5vbiJ21++x06h06jQ5KVyE+HqecLLN3c4+e1kMQBUyYyO5kKR4V8cf9jF8Yp5QssfnSJvEF47NI+biMaBYJjYaIzkYJj4cpJUsUdgtsXdmiVTZEJybRxPjFcSJTEaMX4BtF3rJLZu/GHvm9PHOPzp10MbZrbYKjQexeO5nNDGvPrnH+I+cpHZUQJIHSUQld1VE6CtVMlchMBLWrcvsLtwlNhLC5bFTSFbaubFHL1Ri/f5x2vY3VaaV8VEaURHxDPqYfmiaxkKBdNdTNw+eHWf7KMn21T2IqQaPaMKIAUxUjdq/apnBQQGkpaF2NuUtzyD6ZPn02Xt7AN+JD6SjGbHRUptswSrP7vT6p9RStktFDFDgbILuVpXRQolFssH9jn0axgd7ViY3H6HQ62Lw26sU67VqbxFwCs2wmuZ7EYrVQrBVxhVzYnXb8I35SWylCQyEsDguZ7QydVgctrZ2or10BF7OPzGJz2Wjn2/S1Ph/5+EfQ2zqvvvgq20vbzHpnT143v/Vff4vYRAyr3con/v4nTuKim40mJpMJq8f6bZ1gAwYMGPCjwneLo71z+w6BXoDCYYHaVO2kw9AkmrBb7Qg1gZH4CJm7f3Of294oPJTNMkvXlmjWm0yOTpJIJNBUjSf/7EnS+TTn33ceySSxfm2d5G4Sf9CPbJbZu7NHt9mlL/fJ5DPITpnhU8MggmSRjKQRBCSLROm4hCPowBs34lb7vT7VfJXUWgqby4Yn5mHywUlcIRf0oNvuUr1V5fDOIa6wi6FTQ5hMJpSWQr1Q5+DOAVaPlcX3LHLv6Xt4Y17kSdkQ8ra7OANOTr37FOvPrbN7fZdquorW1YjORnEEHTzzW89QSVUAww196ROXOPuBs9z681vY3DbqhTpKU8FkMtFtGCINi91Cs9REEAWcfifNUpNarobSVijsF0iMJ9AUDZvbhiPiQEenXqrjG/JhdVlP4mXNVjPuiBvRLKJrOq1yC6vLiuyUyW5nye/lT35Hgklg/9Y+lUwFX8xH6ajE2nNrTJyZwBvykt3NorU0coc5o39a6RD1R9HahkC21+8ZVQgmCbNoZnxhnAsfvMD28jZNexNv1Mv4+XEObh/QzDax2C0sP7+MyWzi1NtPofd08inj9pjNZorpIsmVJMMLw1SyFePsxWkju52lnCrj8rmwe+2MnR9j59oONrcNT9yDJ+jB6/eye3eXVr3F6PQovqgPvaUT9oUpH5U5XjkGCdJ7aRwuB81UE2vPSiFZwCN5SIQTjM+PD2aBAX+r+ZFYIn3qU5/i3/ybf0MymXzTfx8aGuKJJ57gl3/5l3nwwQf/hm/dgAE/OnzrwOWL+6iWq2ytf7Pk8uM/+3EkSeJ3//vvIgdkWlnDDv7QBx5CURTyuTwWv4VWs8Xh9iHmbTN1qU58Kk58JE6pWGLswhg2p43lZ5epuWr0lT6h8RC5/Rxb61ss3LfA7JlZVEWlUW1gd9ipVqqAka3caXcYDg+jN3T6rj6CYESltdotamqNgqnA7OlZlq8vs7K6wuX3XubsxbMnkSuF8QL/7T/+N5SegmfEgzPqRDfrrN5YZXtpmwfe/gAWkwWrZMXr9jJ7bpbhxWGOskd4x7xc//p1ghNBAqMBtK5GX+sjyRI9pXcSbdPX+gTGAhzcPqCn93AFXVRTVTZe2sDus1M+KnP3q3fRVR0Ab9zLAz/7gKFmLjWNwczjwBl00uv3sHvsFA+LSLLRpSDLMmbRjNbV0DoaZx47g97X6da6FLtFus0udo/d6F+qNhkbH8NmtZFIJFi6tvRt3UHfyeEzFhvDrblpFVusPbWGz+Pjlz/yy3z0ox+lVCpx48YNVvZW6LQ7TMxOMGIaYWNng8J+gU69w9SlKZSOQnIzidJUmDw7idbSeOHqC3zyk5/8vp6jZrP5ry36YMCAAQP+tvDdnMeNWoNTp0/xdz/5d3+gP/NbBQu1Zo1MOcP4/DiqorLf2OcdT7yDaCJ60o/0Zu9NxVyRpZeXqGaq3Lt5j82tTSLzEapSlU63Y/QPFKr4W37Uvkq72SbkC+EIOtjc2kRra3jiHnr9HuVUmVquRrfWJTITwWKzcLx6DAJUc1Vq6Rr9Xh+1q+IKuXCH3BzcOCC/m8cb8xqRN3oPERGry0q/16fb7FJNV3H6nfiH/Ub8W7Z60k+EABd/+uJJT8DsY7Msf2WZ47vHRqytCWYenqFT7xidCqoGPbj2uWu0q4boRJIlEvMJFt+5iKZq6JpONWMcKtncNqJTUZIrSexeO91W90T5LAgCSkvB7rYbUcLf6HDM7+bxD/mx2Cw0ig0cfkOFbLFb6Da6pNfS9HvGIqpRbOAJe6jlasZ9l0SC40FEWSQ8FsbhddDIN1C6CjaPDWfQSXwhTmm1RGwohmXcwvb2Njuv7iCaRSSLhNVlxRv3kt3Okj5MGx1BLYXsXhZb0Ear2sIT9RgLq2SZvWt7dFtd0utpotNRJi5MMHZhjKUnl7jzpTtYXVYEk4DL72LiohFDNzw3zOyDs9z88k22Xt6iXTE6sZSmwsqzK4ZjrN9HDIqMzY5RSVe49aVbzD08h9ATOFo+MpTIjS4P/dxDFPYLJz0ItoQNtaxiNpuZnp6m1Wxx/8z9r3v9fOvr7Y1x0bdeuYXckAeHRgMGDPiR5bvF0c6cmmF3c5eZyAx3nr1DcCSIy+eikCqwcmWFy+cv87//o//9b/Rv3BuFh3JbJiSE6B510UM6B9sHxlnBygqJsQT+kJ9TD58iuZUks5ahdLdEs9ukdFxCaSr8yX/9E+xhO2fedQYk0BUd/7DxvtmqGbH9uqaz88oO/mE/SkehXWuzf2ufzGaGxKkEPb3H+vPrhEZDOINOmuUmxf0i5XQZi9VCbjeHw++glq0ZbttGh9nLs3SbhgNGV3Wic1GalSYHtw4oH5bxJXxoHY12uY0oiQyfHUZXde595d7JzGCSTNz3U/chiAK3/uKW0QsoQHojbSTKqLoR39dUaJaaJ+/z+YM8rWqLdqVNvVSnUWxQPCwSngjji/loVBpkd7JGB1DAidlqplPv0NOMpU5qNYVZNnPmiTM4/I4TF7amaEY3tNdGbDaGrun0tB67r+4agtSuitARiAVidHY7aE0N2S0z/fA03VbXcIbn6owtjqG0FIr7RSrHFdrZNuFYmMXHFjGbzNCHqTNTLFxYQDJLLLmXWPr6Er1ej+RqksVHFxF6AqJJJDYeI72bplqo4h3xcnjnkGd//9kTR7o/6mfthTVESeTc+8/RrrVZv7JOo9jg0kcvUcqV0Ds6noCHyFgEySQh9SXy23mGI8NYJAvBiSCtnRalwxJrz68ZQtxTM9x/+X4yxxk6+Q79Up/zp8//jb1OBgz4UeSHukRSFIWPf/zj/MVf/AX9vlGwJgjCt/330dERv/M7v8Pv/M7vcOnSJf7Tf/pP3H///T/Mmz5gwA+F1wauW7du8Yd//IdkahlikzHOXDyDbJZ57uZzTEYmcdqdKH2FtRtr+Kf8bK1t0RN7uAIuwhNharka0pHEK1de4czjZ3B6jd4Cf8BPNp9FdspM3z+NM+Qks5rBHXCTXE1y6R2XeO8vvJf99X1a6RZ3nr2DLum4rW5uvXKL3GEOh8eBx+NBbaq08i0cYQe5dI5MOsPkqUkSkwkmZidYu7fG4iOLNHtNkknDyQTGIgo3XLhwwehtyu0jiiKR8QjJlSSb1zaxSlaahSaOkIP73nEfX/6fX8YesRMaCWG2mpHtMqVkCW/AiyfkQVVV8vt5ZJeM1tWoFWrYvXaUhsL6vXXGz40TGgmx9uIau1d3yR/kea3zMTwZ5sFfeJB6vk4lU6GwW0DtqpTSJUYvjGJxWIyOhVSZ7SvbOLwOYmMxkktJ8qt5ZLfM/EPzHK4dkj/IY/faMdvMZHeyFPYLnH3oLJfefYmj7SPMK+Y37bT4Tg6fDz32oW9TivX7ffb39ymVSiQSCQrFAs/9xXO4xlxMzk+ilTTWbqwRTASxuWyGwrvUYmxqDJvdhj/op7xd/pt5Qg8YMGDAgDflh9Exd/r0abZ2tvjSH32J4+oxJoeJ3Y1d9IbOwuwCU/NTSOb/P3t/GibJfd93gp/IiMj7vo+qrPvsu9HdaJwEQYAEdVCCDmtkSaOVtbbl0djetR+vba0186z1+PHOM7IlP9baQ8nySPZqRcmUKIoXQKAB4migG31Xdd1XVlbe931FZOa+CKEIkKBIyiJASvl504VGRWZEddQT//z/vof0rn6kdz6bkvEku7u7JDNJzAEzZp8ZfV2P3q/nqHhEvVSnp+uR2E5gCVqQDBJ2wc6wNWSoDhFLIkNhiCzLtCotwkthXGEXlXQF35SPwWBANV2llqtRzVUxWo0YjAYMFgMA3VaX4GwQW8lGLVejkqng8GuiDJ2gQ+2q1PN16gWtbLnX7iEZJZwhJ9VslcJBAe+El6lLU2S3syTuJ7D77Cw8ssDR2hE7V3dwj7vpK/3jocrGyxvc+8K9480go83ImR84Q6vcol6q4/BpMblKV4vg80x40Jv0MNRigt1j7uPoG7WnovZUui0t3q1RaDAcDhkOh0ycnUAn6kiuJ+m2NIVzr93D7rdjdpjp1Doc3jnEE/HQbXcJzASw++3orXrUnkotV2P85DiSQaJ0VMIRdKA36dEb9QS8AQSbgICAWlcZnxtH79NjMBnotXu0q21ye9r6rtfuaf1TrQ7OMSfeSS/B2SC1XA2D1cDSR5YoHhZJbaQQJZHlDy8TmY+gE3S4vC7OPHqGQCTAtS9cY6gMye3l6DV72Bw2GrkG0yenSW4lSa4kGTJEkAR6jR62WRuNaoOhMmQ4GDJ/cZ6dqzsoBYVOo0M9UaeSqLD0+BJeu5eOuUNyNYnb4Wb51DLNSpN0No3T5nzP359Rp+OIESO+l/lG7mWA5XPLpLfSiH0Rm2wjt5ljs7iJ0lJ4ePlhfvHv/eIHMiT/WuHhO2Puk3eTbLy1gXPKidyW2bm9g3/cT8AXwCW52LyxiaIqIINryoXSUwjMB+j1e3QbXQb9ATqdDpvPxnAwpJ6rY/PbqOfrHN451Lp+fHYqac1dM3F6AovXQi1To3BYILOTwWAz4Aq7KMS0LsPYzRhGu5HomSjBeU0MMugP6HU0UUY1W2U4GDJ+epzEaoLkRpL0dprCYQFVUZm+PM3Y8hhX/+vV4zWDKItMPThFv9fnaOUI/6yfyQcmYQitcoujtSNq2RonP6J1YBYTRQwmA8OBFr3bLDeR9TLOgBMRkVa9RaPYQOkqdNtdBJ1Av9dH7aoc3jnEEXRgcVlo19vEV+KEFkOIsubWPvH0CYw2I5IssfGVDdavrHPqmVPsvrGL2lE5/0PnURWV6l6VXqJHM9dEMkqcvHSSZDaJd8qLa8zF1stbHN09wqQ3MT49Tm4vR2wrht1pRzEqbK9t02v3cAa1HqJWs0W71UZBwegw4o16qZVq9IU+zWqTE5dOoDfpkYYS7WKbAQMGyoDCTgGb34ZBb0DoC3giHvIHedZfWqfdaJOP5Tn79FkCkwFK6RI2uw270050IcrRprYmfeyhx3C5XGzsb6A363E4HTz58Scp5opkM1lKlRLbq9vUC3Xid+L8xPf9xCjWdsRfez7QIdIv/uIv8tnPflZT/v0ZgiDgdDpRFIVGo3H8928Plq5du8bly5f5l//yX/JLv/RL7/s5jxjxQfC1RZmVUgXRIvLzf+vn8fg9x99XyBT4r//+v9LoNBg/O47JawI9pPNpJhYnCE4Etc4kkxVJlfjcnc/RrrfpNDsABMIBskdZ9m7u4Yv6qGaq1PI1atkaQldg9twsR7tHRHwRlh9fZuXGCi9/4WUsYQuyXebDFz/MyvYKzVoTh8eBwa5t7BzuHtKutZldmj0uyny7QHOoGx7H4QHs7ewRmdViTJaWlhB2BKwuK/V6nZqjRuGgwFMff4rURor5M/PEk3EOjg6YfWgWi8uCzWVjOByi1+uRDBLeKS9H60cAbL++jd6ix+ww02v2yMfy9Bo9cns5TXlTUwn5Q5iMJuKbcWxeG1MXpijGirSqLdSuCsDcw3MMlAG713YZPzGObJaxeqzsXN2h2+hSipbwuDxMR6bJdrJUChWUroLSVVB7Kp1Wh+T9JEpLodPqUM6VySazbL22xbMfefY9FyffisNnMBiwt7dHrVYDQBRFPv7Mx3n9zdc5WjsitZPS8pR7Wmn2sDNERMRqtWqDr+0kfaWPy+H6771lR4wYMWLEfwcfWMfcEHrdHuVMGZPDxMA4QBIkhm8rKwCn20kmmQG++mw6deoUf/iHf8gXD76IYBOIzkYxOAzMMotoExEtIsV8EckkofZVdq7uELAHEBSBaqdKq9qi2q4y+fAkalclvhLn8M4hZocZySBRzVXJ7eVQe1oUTL/Xp9/rY/aYCS+G8Ux6aNfa5A/ymmp2MGD/rX08UQ92n51eu0f+IE8tW8Mz4eGRn3mEjZc26HV6uMIunEEnJrvWbXh4+5C5R+do1VqsXVnD4rFQPipTTpaxOC20DC0GwwE6SdugmntkjpUvrWAwG3jwJx5k/tF5dl7foZ6u4/A6qGaq2AN2zC4zvVaPcqqMZJQ4Wjk6dhvJJhlREsnsZkhtpHCNuzhaOSJ/kCcwF6DT6DAYDBB0Ap16h+R6EkkvUTwqYrQYqWQqtEotIicjDPtDvBNejA6j5m5q9tAbNNeSzWcDHQiiwHAwRFfXoavrkI0yol4kEUsw8ZEJ7H47DMDsMKM36ondijG2OEY5USa4FCR6Okq31aXX0NTKskkmu5ullqvRV/qUE2UiJyLMPThHv9enmq6S3cvidXjZvLuJxWvhwR98kOBkkCu/f4X0UZqhfsjs8izusJvMboZ6sU6r28JutjMxO0E2nUVn1CEMBQRBwDfh4+JHLqI2Vd4avEU9W0cv6DGoBi6fv0zamaZT6JDbz6H2VbK7Weqx+nv+/ow6HUeMGPG9zDdzLz/88MOcO3WO1Y1VqsYqjnnHuzoOvxuQZZlTp06hKAq/9we/x1H+iBOnTzBzcoZbr9zizufv4PV5GSgD6tU6daWOxW1h/pF5kptJXBEXJocJv8tPp9ahdFQitBTCGXJSSWvPSLWn0ml0CM4FKSVLeKIebF4bRocRi8OC2W4muBCkFC+hdBR69R6SKOEMOMnH8tCAdrWNb0rrP5KNMs6QU4urLzRZ+dIKrrBLG0gEHHRbWte0xWVBQNvzfOp/forf/8e/jyRLPP7zj9NX+jTLTYLzQU5/32mahSa1Qg2b18b4qXF2ru5w849v4pvxYXFZQIDt17bptrssfWiJTqNDaiWFK+wiejZKJVtBp9fRV/tYPVZ239ylUWlgcVhIb6Vp19pUMhU69Q6BuQAGq4F6vq45u9sKqqLSa/U00Yg6wGA14J/xE5gL0Iw3sQQs1NHEtQ63A++0l1QmxUAdoJf1nPjQCbaFbRIrCfpNLYmlmqhCE9rtNoJewDPh0YZIdiOZdIZup4tO1BGIBrB4LVidVmSzTF/oUy/XsQ6tDDoDzl08x/qddU5fOk230WX+8jw6s45mq0npqITVZUU2ybijbs2dXWtw+4XbBPwBfD4f2d0sDpODtrlNfiNPOpTm1VdepdPvkDvI4fK6mFiaYOrEFPGtOPeu3WP99XWsBisnJk+MYm1HjOADHCLdvHmT3/7t3z52Gz399NP883/+z3nooYcwGLSN536/z+bmJteuXeNTn/oUL730EsPhkMFgwC//8i+TzWb5d//u331QlzBixPvCexVlrnx2BSwQT8ZxepxfjYLLFVBNKk6nk+xhllw6h7FtZPKBSZSBQqlQotfqEfaHaVlbWIwWtt/aptvp0m10UboKzXSTsD9Mu9Zm4/UNTEMTLo8Lg9HArc/d4tKHL2EL2Vi7s0Y5VeYnfuAneOojTxGLxeh2u5QrZbZXt+npenj7XurlOquvruINerE5bERCEYDjAk1/1H8chwfacEl0iphMWrxbsVgkU87gcDuYXZxlt7JLOVXGaXFid9rJlDNEJiOIgojVYWX29Cz3b9zH7DRjdphx+pykBU2pUy/UUbsqBpOBWq6GDh3nnzyPwWQgs5fBODAidSXixThmjxmL3UI5XqbT7uDwOYgsRSjnyihdhfmH50muJTlaPaJWqFFKasWWzoiTybOTeHwe6pk6xa0iX/yNL2L1WrH77Nritdbh5EMnMZlNHK0cce/Fe9hsNkK20Le8OPnawaLD7sDv9uP1ehFFUdtg8fn41//vf83Vm1eJnI8QmgghCRLj6ji1TA3TwyYMAwOtfIvkdhKhI1BNVvnYRz72nbmZR4wYMWLEt8QH0TG3urrKXnaPZ3/uWTZ2N1ANKtGZKLVSjbsv3WV3Y5fF04tUShXNcfxnz6E7q3d44403iBVi9E19Fi4uYPAYqFfr9Id9MrsZxk+PY/FaaJVbzJyfoX3QprRfQpRERIPI3v4e0Qej+KZ9tCotQt0QifUEpaMSNp8NZ9BJcC6oKVRzNerZOpIkEVoMad1E036UroIz7NQi5JQ+jqCD7K7WcTTsa9G2slFm8sIkub0cgk5g6cNLOPwOCgcFAJwhJ5ndDOnNNLMPz5Lfz3P/y/dReyqyUdbcUwE7w8GQgTpg4twEyx9exuK0oLQVIosRRJ2Ib9xHfi9Pq9ZClEXalTZGm5F2tc3h3UNESaSWq3H7s7fxz/ixpTUBzMGNAzqNDlaPlXZVOya4GMQZcFKMFxF0AjOXZqikK8RX4hRjRfwzfk4/fRq1r5LZyNCsNikcFpg4M8FgOGA4HNJX++xc26HT6miKXlmCMrTUFuVUGe+4l2K9SLldRrgj4B53Y7KZ6DV6VNIVTFYTak/VomSaTuqFOq5xF+VEmfvP38c37UOURQoHBWo5bU1ktBk5vHdIvVQnvZnGpDehs+gYMMA/72doGKIOVXzTPpr1JpIoYTAYsNgsiIhs17ZpxVtc/MhFreMq7CZ+EKeaq1KJV1g4u8CNV26gdlVEm0hkIYIvovVDWa1WfugnfoiD7QP2dvbYXdvFKlh55hPv/fsz6nQcMWLE9zLfipvyuz1u/O09j5euvURpWGLugTlks0xn0GHp1BLdSpdyukyj1EAxKWTTWRYeWiA4GSS9naaaq2pxuP0B/hk/e9f32H1zF4PFgCAItJttSvESma0MSkuhUWmw8NgCCBC/G2fukTmsbitKR0HUi2R2Mig1BbvHTmYnQ3gpfPz8j9+PU9gvkNnLUM1UNQGrVY9klKhmq+T380hGCd+Uj0ahofUzSiK9dg9XxMXH//HHkU0yFpeFw1uHlBNlQoshbB4b3XoX95ibYryI2WFm6sIUifUE3Ya2X6OTdNj9doKLQURZJLWewuK2EFoK4Yg4aNQblBIljFYjNq+N2Ydnid2MafG0Vq0XSZZk9CY9w8GQ8GKYSqaC2tUGbEpHc/garUYO7xxi89rQ6XTUtmoMyloUniPoIBFL0Gv0KGaL6AQdlUwFi9OCzWkjfCKMqqhETkY43DkkPBXGaXfSUTtYrVacbieD4QDZJIMI1XKV4l6R5YvLZBIZECB/mMfmsRHbjOFwOnDZXXj9Xu69dI9us0s+k8fiseCKuIhvxtENdXz4xz9Mr9cjm8hiMVkwG81YzBZcJhchV4gLyxeIRCLcfP0mr//J69y/fp+j5BHhuTDj0+NUq1X2tvdYOLHA9Mlp7F47qY0UhraBZx55ZrQWGDGCD3CI9Fu/9VvHX//0T/80/+W//Jev+x5RFDlx4gQnTpzg53/+51lbW+MXfuEXuHr1KsPhkN/4jd9genqaf/gP/+H7eeojRryvvFdRpifgwTPjIVPO4El6jl0825vbdLodlIFCZDaCYBGIbcewpqzUyjUKtgJ+r59KvsLGtQ0CwQCxvRgH1w/Yv7nP+Ow4k8uTiH6RV//4VU6fPs3Tn3gat9dNqVBi6/YWpZ0SaTWN2+3mmUeeYWpqioODA/r9PqIo8szHnkF8UeTmGzc5MB/g9rjRD7QNi4gvQiSiDZFm5ma4cesGSOA0OY+vV4eOfCLPg+ceRBRFTp8+jSfpIZlOkt3NapsAjzzDPfs97h7cJXouisPrYP3mOqqkYvFZGKpDtl7fol1uQ19zWB3cPSC/l0c2yRjCBp74sSc49+Q5ZKNMfD2ObJTZvLKJQTCAACariUa9QV/pM39pnrMfP0suniOfyFPP17n+h9cRJZFuu4vdY2fsxJhWcFlucrR7RHI/ycKDC3Af6oU6gqjZyfUGPbIsoxN0nH34LLNzs1CFUDj0npn7b2/S3Vu9x8bOBtVqFYvJQrfbRW/Xs3B+gUAkQPYwS2ItQcAV4Py584yNjfEP/+//kNt7twmeDqKTdbjGXOhkHYJRYPvVba790TWMFiNer5dOvkM1WWXeN8+zzz77vtzbI0aMGDHiG/N+d8y9s1Mh0oywtrtGO9DG7rbjjXrZ29kjGAlSiBf4yKWPHAtcWkqLgWvAeHSco70jhsYholXEaXHSrDcZ9AfEV+LaMKPbp7XdQmkryAYZs9dMrp6j3WmT3c0iyRKiLFLP1ynHyzjDTm2T589olpvU8jUEnYAj7DjeBOmrfZSOgtmhOZNit2I0Cg2sbiszD80QuxkjtZHSyqOdRtrlNuHFMKIo0ig1aJa0IcagP8DispDeTuOKuOi1eshGGc+Eh3a1TbveppwsEz0TpXhYpJ6uIwZETcxjArWnMlAH1Et1yukysllm7pE50ttp0jtpqukq1VwVnU7HwhMLxG/F2Xh5g+FQ65C0uC3YfDYGgwEzD8+Q280hDAVNhPJnbujhcIjJYSJ6OoreqMdoNdKsNHEEHYhGkcJhgUapwVAY0ql1MNlNTD84TWo9RWo9hc1rQ6pJyEOZel4T1+ijeg73D7F6rUiyRDFWxCAaUFGxeC2YPWZ23tjR+gcmvRisBrr1LiaHCaWjUElVNEFNvITJbkIQBBKrCWrpmtapFHAyf2GeG5+/gSPiwOV3kdpNUUlXGFsco5lvkt5L0yl18I37aJVaVLNVaEF8M45H8RCMBmkX2mze2NQUz5KeXDpHYDqAx+FhNjJLo9XAG/SSyWTw5Dwsnl4kGAkiq/LxJuo3YtTpOGLEiO9Vvh035dcKEZ0O53eFK+n27du8dO0ljlJH2CZtWG1WsntZpvXT2O12DF4DJruJm1dvYnVZMTVM+MZ9CLKAJ+ohvhrHP+3HaDEim2R8Uz6UjsLum7swgEalQXg2jM1vo5qvYjAZMDvNhOZDxFfiHNw4wBl24gg4qCQrZLYy9Bo9oiei+Of86Iw6HAHtObv63KrWudwf0Cw3sflsVDNVRFkEARxBByaHifJRmValhdlp1vYClD7lVBlP1IPSUUisJEiua/GtslEmtZVCbasMBgMMFgN2vx1J1t5n5tKM5jraSNFX+7TKLfKxPIFI4Di6T2/R4416qaQqSHqJQryAbJCRjTJTF6dgCIVYgbvxu3iiHjJbGcKLYSxuCzpRh8luIrOTYfNwk9BiiHqxjiiJGFUjA2EAghbBZwwY6YgdBpUB8a04DECpK2R2M/QiPcpHZZqVJje/fJPkRhJv2IveqWfm1Az1Up2dGzvobXrqlTpDZUgxUcRisuAMODm8f8jMwgyFZIGt17awOW34H/ajNBXWXlvj/Nnz3H7zNkN1SD6ZJzwfxmg04p/wEx4L43a5ObQc8sDMAxwlj/BOe3EanTz04EOANljdXdnFHXHz7M89y9WvXEXn1DF/bp43v/QmN168QTVbJTIRYXdtl8p+5RsmxYwY8deRD2yI9Morr2gnIEn82q/92rd0zIkTJ3jttdf4R//oH/Hrv/7rDIdD/tk/+2d8//d/P7Ozs9/J0x0x4gPjvYoyLVYLvW4Pq8f6rii4w51DFBTOffgcJ06fIJ/N86nDT5Hbz2G0GXEH3OjaOl566SVsThtz5+YIzAZAB/mjPJ1Sh8RqgsPNQ2SrzNLlJRRJQTJJnLt8jtnFWd568S0+9MiHOH/+PJVKhf39/eO4SYvFwuzsLCdPnjxenFarVbyyl2KrSLfa5bk/eY5mo4nRZKRT6nBz6yYXLl9gf2ufSqmi2am7QyxGC6ANk6PRKHaLnXqszjOf+OomwBde/QJD2xDJLGG2mzlcOcTkNDEUhqgdlbUvr2E2mIlORfmRH/kRyv0yB0cHDHoDzj99Hp1Ox+/8P3+Ht774Fhc/cZFsNstQGeKZ9RA5FaFda7Pzxg6Zwwwv/e5LdBtdRL3IwqMLyCaZnTd2GDaHGO1GQgshHEEHw+GQdqXN/Rfv89afvoU75GZpcYnZB2bpql2GgyFWm5X8Zh61qeJwO9jb2Tve4HgnbyuyNo42qCpVOs4OskvmYPuAYqbIg888yEAc0Kg06A16KHqF2xu3MegNrK2tcWPlBtEHozz04w8RX42T3c7iDDkR9SIWj4XiWhG7x85QGWJymfjYRz7Gs88+i9lsfh/u7BEjRowY8d3EOzsV3nYCH2wcYHVbUfsqu2u7yKrMQmQBQRCOBS5Xv3KVydOTlGolUokU9Vod94QbnaRDskg4wg46jQ5Ht44Ie8P0zX10Oh3tZpuj0hFzj8/hGHdQiGnDj77Sp11tUy/W8Ux5KMaLKF0Fi92CTtBh0BuwuqxYXBb0Jj3NShPiYDAbkI3ycTTbQB1QiBcoJ7WeP/e4G8+kh363TzVbxTftY9Af0Cho7ynrZRrFBp1mh2qmSuJ+gtUvrxJZijB2cgxBFHjtP7/G7c/cZvGJRaKno+y9tYfBZMDhdeAIOygcFajmquy/tY/JZsI76WXt5TXKiTJ6kx7fpI/omSjldJn47TgWt4W5R+cYqANa1RaVVIWje0dMPziNTqfDaDWSWE0gyiIWpwWr26rFs/VUWuUW/mk/CJA7yGl/7uVwBp04g05yuzlsPhvBxSCyUWbi7ATlRBlj20jtoEan1cEVcVHqlEi8miB/kMc37cMb8TJ+eZxwJMzO1g7D4ZD8YR5JLxGYDyAg4Aw5YQi1fA2j1YjdayeznaHf6dMoNQjPhbnw6AUOtg/odXpIgkTqfgpBFJg6O4U74qaUKZGP5RmqQxYvLdJtdtl6Ywu5JdMf9pmenUbxK7TUFuldrVfC7rCzuLhIfFPb8HNNubDoLDz56JOEQ2GuvnSVzeub9KU+7WKbQrIwiqQbMWLEX3m+VTfleyWcVEoVnrv6HAexgw8sruvtCLvSsMTANAAJ8pk89aM694/uY3FYsLgsFFtFEnsJ5rxzWJwWDjcOiYgRPBMeEusJdt/cxTfpYzgYUk6V0Uk6ph6YIn+UJ3+Yp5gsYrKbcIVdGG1GRElEb9Fz5vvOkNnKcHj3kNxejkqqgqATsNgt9Ad9PFEP3W6XUqpENVOlWWriDDnpq32GgyHZnSztWpt6vo5slPFN+9Cb9VSzVfau7ZHZznDuh89h89qwuq3UC3Xa9TbZvSzooFvrUjgsMO4YRzbJVNNV7EE7g/5Ae/7bLAz7Q2S9jMlqYu/aHqVECbvPjj1s53DlENEmIlkkep0egk7A6rUiSiLZ3SytSovCfoFmuUlmN0M1VyV8Mkw1VeXu5+8SWgphtBqpF+ok1zThrt6ip5wo4zF7cFqdSHoJnaCjJ/bodDsIPYFWp0VoMkQwEKRdb7OztUNyLUl8JY4syLRqLWxuG8uPLqPWVMIzYYQlAZ1Zx70r98jt5TA7zdh8NlrNFtc/fx15KPP4k4/jcrn4/d/5fYbNIb1cD9kqc/GBi1SKFQbigL/z//g7lDIlklmtIsDutrO/t09qmGIuOsfy0jKDlwZs3NrAYDQQcAaORdHrd9aJnouysbuBxWYhfhhnbHaMhz7+EOIV7WfWyXTIHeb4oY/80CjGbsSId/CBDZFSqRSCIHDq1Ck8Hs83P+Ad/Nt/+29pNBr8p//0n+j1evzKr/wKv/u7v/sdOtMRIz5Y3qso820Xj9lupt1uH/99uVjGFDYRiUbQ6XQM+0MWLi5QKVbIxrPEE3EmZycJTgWZPDeJYWDgiceeoFgscs94j/tX71NKltBb9Zz80EnGT47TarZY212jWCyyvLRMS2nxyf/zkyxeXUQWZSIhzV3kdruZntY2PYB3qTlbrRb/6//rf+XK81eILEfwhDwUs0UyuQyOgYOQFCKzqi12/8cf/R+JxWPcevkW3qgXu9POztYOW/e2MKgG7tjvALC4uIjUkbjzlTuce/oc8w/ME1uNEb8bJ3OYwewxM7U8xeLSImpbpVKrkM/nGXQHVItV7r95nxf+8wvs3d4D4MbnbjB/bh7HlIPIuQi1glas6Qg5GDs1htpTKSfL+CZ9iHpRcyE1tfJqo92ITtJhtGl/usfcKF2FN//gTZwRJ+hgKA4JjgdpVpsMlAGCUWDjzgZWu5XcYY4nTj3xdRscb7vQxk6MMSwMObN0BpPVxPWvXGdwZ4DVbmVrYwuLQbOOD8QBh4VDbv3OLXq1Ho12A71ZTz6ex+wyI0oizWKTerlOo9hARORzf/y50aJoxIgRI0a8q1PhnU7g+FGc+6/dp3pUJeKMULPX+NKXv4R/yY/T46TZaGJxWxBNIk6vk1q6Rneyi2zRhjkARpORaCiKK+zC5rXRqDVIraU0l4vTjNJWcI+5mTg3wXA4pHhYZKAMYIDmdsko+AI+phan2NvYY+vqFrJJ1r5HBL1ZT1/tI7a1mDhREhFlEU/Ug96ox+w0U81W6dQ6tCot9CY9jVKDzHYGp8+Jw++g2+widAQaxQbFwyKtSot+r4/FY6HX6nHvi/c4uqd1LG5+ZRO1p9KutAnMBAjOBlG7KpV0hXKiTC1fY/rBafqDPoJOwD+tlWW7x90YLAZit2OIkojVYwW0AVd4KUyrrPUvtiotqpkqBouBcqrMztUd/DN+RFmknCxTzVTxzfiYe2SO5HpS6yLq95GNMrMPzhI9HeXLv/FlHAEHkihRz9ZxBp2cfuQ0UlsiuZkkuZ7EOGXEXrHjMXjoVDtIooSsk7X3yFfpD/u0ai2Sa0l8Uz4mz0+SXEuidBUkWUJAoFPTYm/yh3lalRaNfIOp01N06CAYBOwmO9Mz0zQ6DZxjTqx2K+6QG5PFRL/Vp91qU81V0ct6JmYmOHX5FJlMhkQywbAzJLIUwew14/K7aFabbL26hT/gp9lq4h3zMjkxSTQaRRRFHn/6cXY3drn+2nV27+2y4FwYRdKNGDHirwXfipvyvRJOACrzFd568S1WV1ffdzemoij84R/+Ifd27zH38ByxvRjtfpup8SmcJ7WI2malyc7BDu12W3O/5it0mh3UfRXJLDG2OMbkA5Mc3Drg4PYB5USZvtrHaPmzbsBOj/FT40w+MEl6M4173I1O1NEoNajlalqX4KRX6yu8d4TBYuD0R09TjVdpd9pat5FBT34rT61UY/zMOK6Ii+JRkWKsiGyUmXtsjnKiTPmojN1nJ3E/wc7VHQAaxQbbr27TbXRxhpwMB0NKiRKSLGHwa51ElXQFd8SNzW9Db/qzDudOj+xOlrmLc4iSyGA4wB/ykzanESWR8VPj2EN2XCUX+Vgek8NEq9pCNmpxdRanhYObBwz6A22YVNPEKkarEW/Uy5nvO8PWq1scrRyhdlR6bW0AFZoLoTfrMQgG+pU+HUeHbrNLtVvF6rdi6BpQuypmh5mje0e0w218QR8mvYniXpFOoUNv2KNWqeGd8RLfjNPIN+j2u0w/OM3Zp8/iiXrIrmUR+gLbq9rPZvqpaT7yzEeYmJigUqzgMXkwOU3Mzs9itVtZv7POlS9o+0mtbovJxUkCoQCJnQSFeAFP2IPZZOb06dPHa4JaqUb+IE/yXpLYfgxVUrU110IY1aDSoIHaVrlz5Q6+CR9Wh5WmpUnIHeKJU0+MBkgjRnwNH9gQqdfrAeBwOP5Cx//6r/86n//858lkMnz605/mk5/8JEaj8S/zFEeM+K7gvYoyZ5dmSSVS3HzxJn6/n/2Q5uJpVBuEoiEMstYrls/licxEcAVc9Pt9mkITSZZw+9x0212koUS5UqbYLLJ4YZF+v8/G9Q3MXjN2nx23341X56UdaLO7usvOyg75Yh6Dx0D4dJjsYZa13TVq9Ro/9qM/xt27d9/TGr+5uYkj7OCHnv4h6u067XYb77yXC2cukFhLcP7suxe858+fP45wu/LlK1TbVeZPzrN8bplqqcpvf+q3kVSJar2KaBKpJCu0ci0cNgcPPPkAO2s7dAdd1JbKYfoQm8+Gz+fDIlnYvrpNK9fij6/+Mbl4DgCdqOPEIyeYPz1PpVEhdjtGq9bCNeZi8vwkoiySj+WZPDeJI+Tg/vP30Uk69CY93ikvJoeJRqFBOVUmvBRGkiXMLjOSXmLAAFfARafZQS/rMXqNGA1GqukqidsJgu7gN1S4vO1Cq7frWN1WTFYTAKJBJDgb5GDrAKPPiNvqplqukm/kGT83jm/ax42XbiB3ZQYMcIad9Do9hsMhNp+N+fA8d794l0KpMFoUjRgxYsRfc96OtokdxFiLrVFsFFlYWCASiRAOhVl5c4WBOuBDP/whFpYWqJQqrL22Rk1X49zlc1isFjLJDNEzUSS9xN2v3OXu83dxjbvotrqUEiUG6gCLYMFUN9HpdRCDIv4FP5VkheKh1vUzHAwRZZFmqUluL4cj5KAYL7L96jZGq5GKq8LNo5skthKUU2VUVSUwG8ARcNBr97B6rfS7fQqxgvY8XgzTbrQZ9ofoRE3ggQB9pU9uN0cxViQ0EyJ6Mko5X6bdalMpVlA6CiefOsnBrQPMDjMGs4H7z99n943d45/ZxR+7iN1np3hYxOa2UdgvUEqXSG2mMLu1Ym6bz0az3ERtq5gDZnrtHqmNFIJOoJqqEl4OM+gP6Da6WFzaMM0RdFBOl0lvpjHajEh6CVfERSFWILGSQFVUGoUGkkli8UOLGCwG+kpfc13tF7B5bCg9hUK8oDnQx9z45/xYy1b6vT6iW6Sb6KKqKvF0HMdQ+9m1K22GwyGtYovD1UP8U366vS6dZofsTpZOvcPUhSmGA61bav/6PmanGckgUTwssnttl0axgdpVsdgtTJ2eolKskNvPYXfaSRlSTJ6ZxGg1sr+2jyvsotftEZmIUC6UKefKlNIlZk/O4hp3cZg6ZOfODmcvn2VuaY74URy9Xs/9e/c5PDjk9MXTyHmZdrdNS22xsrLC6dOnkWSJxdOLtJotLsxf4Gd/6mc/wN+sESNGjPju4r0STgCcHifeqJfVjfd3iPS2M+qzVz5L6GSIvq6PwWnA4DHQN/cJ+AMIeoH6oE7jrQY2xUa306VT72AP2rWewTuHZHc0R0+z1KRVbiHoBMZOjcEQes0egigQXAhi99spxotEliKoikq9WCd+L645fT1WapkaidUErjEXBquB/qBPX+3TaXWo5WoYbAaiE1GC81of0XA4xGw3U0pqAyH3mJt6rk7xqMjO6zvH12l2mTE5TeT2chRiBTqNDs6gk/Ez46g9lX63TymhrSFChBj2hxQOCygt5bjn0Wq3YvPaiK/E0Vv0SGaJ5HqSTquDxW2hkq5w77l76C16nCEnh3cOUXsqOlHHyadPYnaZKR2VuPYH1/BEPeT2ckTPRrn0o5fIH+bRiTrquTobX9nAFXZRL9SxRCxINgnRIFJsF6lVa1SLVRIkGIgDTj5xkm67S3Y3S3o7TXQuyvf/xPezfmOdtbfWsIVtRM5E8Ix5yO5kOdg4oE8fT0QT+ISmQ5w+fRq1odKoNTAajKDAvbfuUYgX+NijH2MyOsn9zftc+eIVulIX37iPE5dO0Df12YptEXQF+cSPf4Lbd28TnYjSb/aP+8IbtQZm2czf/bm/C0B72D520OtEHdGZKO2AJsi2YqVZaX7TDsURI/6684ENkdxuN9lsllQq9Rc63mw289M//dP86q/+Kp1OhzfffJMPf/jDf8lnOWLEB897FWVKssTp86fZX92nl+jx+d/5PIIo4DK7MGHiYOMAu8dOuVDG4rdgtpmxGqygg4PVAwLLAZyCk3wzj2gUOXnxJBabhd21XTwRD5HJCNlclkqlgtvtxmQ1Ua/WOUodcerhUziNTmaWZpicnyQTy7ByfYX/8B//A4pBeU9rfKVewT/p5+Tpk193fb1mjzurmrvoawdQy4vLpGvpY7WUqqi8+sKrDCwDGoMG1pAVf9CPZNMGY+12m4PEAfVGnVwshyfk4ekffBqj1UhsJ4ZRMuKOuFl5cYV2XVswiLLI7MVZ5s7PkT3MIjtk9GY9Or2O8EIYq8dKNVOlnCjjDGkKa71RT2Q5QuJ+gr7Sxxl0Isoi/W6fSqqCM+ikXW2j0+loVVosP7ZMs9QksZXA5rARCAfo1Dp0Kh2e/fFnv6HC5W0XWiwdw+H+6sDdYDAg6SVS+RQnTp4gl87RbrQ5+eGT1Ct1UmspPGMeQssh2lVNseWL+uj6umS2M6S2U+T380QCke/AHTtixIgRI75XeGe0jX/JT5Uq1165xvVr17GarKhNlUqpwpM/8CRTs1Nkchna3TauaRe7sV227m8xMzfDymdXCC+GmT4xTbfV5f7r94ndjFFJVxgMByx/eJlSqoTUkhg/P46oF1EUhYEyoHhUZKAOkGSJe1+4Ry1fo1vvorfo6da7qB2VbqnLen4dh9eBJ+jBHrCz/to6hVgB76QXURZJb6TJ7+cZDodYnBYaxQaVTIXgXJDQ4p85ugdg89nwRr3cf/4+W69tYbAaMDlNqF2V7E6WXruHZJCQDBLTl6e58Qc3yO1pohNBEDj/w+eZODdB7EaM6KkoDr8Dq9XK7o1dUCF4IsjR/SNuf/a21gPV62Pz2hAlEckg0a60yR/ktSgdvYggCJSSJer5OkarUesbanWJ34tj89oIzgcJzgWpZWvEbsfQSTo84x6Kh0Ua+Qbp7TTFgyLNSpOpC1N0G13SlTRqT9X6nopNhsMhzXITySTRKDdIl9J0u11Wv7yK1WFl8fIisZsxbOM2QkshmpUm5VQZs9PM2KkxWtUWak+lXtDOUVVUcrs5+kqfWr6GM+DE6XeS2cqw/OQyalkls5ZBL+hRugrbK9u4J91MnZ6ilCpx98W7GC1GlpaWyO/n2V3ZZX55nvBEmFw8pznB7Q6Sh0mc95wIosCX/tOXqFVqzJ6fxRa0ISJSLVaZmJ0gk/1qR+g7i+RHjBgxYsRXea+Ek7dxup1kkpnv+Dm8s5NpdXWVTD2D0Wlk6tQUN964QeRkhG6ni2JQ6Bl6qJKK0lEwOU0c3TvCO+7FHrYjSqLmCK626dQ7NIoN+v0+RpsRk83E1Pkp0ltpQoshCrECrrBL+7yuagMb15gL/7SfSrpCditL3VVnoA4IL4YJzgWJ342T3EgyGAwQ9SJ9pU/khPbZud/TXMaiJOKd8iKbZYqxInqznvjd+PGaAcAz4eGBZx/A7rMjCAJ7N/bo9/qEl8IYbUaGwyE6nY7J85PsvLlD/F4cQSegQ8fE2QncY27yR3najTa5RI57z93D7DQzcW6CRrVBNVulcFhANskobYX8QZ5es4faVZGNMqGlEJ1Wh167R2Y7gyiKnHrmFPtv7XPns3eYfGCSdr1Nr9mjnC4zUAfoJB06Ucf46XEkSaJwVEAQBaKLUXau77B0cQlRFlEGCuNL4zz42IPce/Meoihy74173L95H9eYi9kHZrH4LZjcJrzjXvQWPUerR/T/Wx9P0ANNWCmvcPGBi/TVPls3tsg4vj6KUZZlsrXsVwdA0lcHQAcbByxMLhAJRL5OYF2IF5gJzqAoCv/5//ufETwCtl3bcYRdbbaG3W3H4XcgdSXOPnD2W+pQHDHirzMf2BDpxIkTZDIZ9vf3yefz+Hy+b/s1Ll++fPz15ubmaIg04q8ki4uLXHnpCr/5v/8mslnG7XHjcDiQhhI2yYZj3oF/0o/T7WTlxgqr91cJRAPozDrUporSUPCGvdj1dlwTLlq9FnaPncBsgMRWgo7QoVQuYbKYqBQrOFwOppenuf7adZLxJG63G4ByvozFZYE+RELaAkoURSIzEVZWV7hx7QZ/55/8nfe0xpeSJS59/6X3vD6r3cqVL14hW8t+3QAqc5Bh6ZGl49fc3dglmU1y6fsuUSlXuPPCHabnpzE5TLz24msMpSGusIvIQoQX/o8XUIcqN1+9yWAwIHOQoRArcHDzgE6zA4Ckl/BGvdCH2G6MWr5GwBJAJ+kwmUw4w07MLjMDdUCv3WPn6g6degf/tB9VUXEGnRTjRZxhJ3qTnr7Up5qr0m13SW2k0Ek6yokykizhDDqhAWJPJLWZorxfZjow/edapN92oZlMJlrNFgDdehevx8vmnU0URUEn6ihny0QWIkh6iUapQbfZJboYRbAKxFfi3H3+LjMPzGBxWiglSuzd3EMpKnziFz7xl3CHjhgxYsSI71XejrY5/6HzZNNZyrUytUqNTrNDrB5D1slMnZuiWC3S3m9j99hxuB34FT+JRIIXvvgCf+8f/z1cdhf3XrpHeCZMPpVn2B8y6A6ILkdBB/V8nXq+jm3JRrOqKYUlWSJ6LkpqPUXifuLYYTNUh6iKSmg6xImHTrD+5jruCTfnPnIOd8hNq9lib20PR8ABQzi8fQgCSAYJk91EaDHEoD9g4+UNarka0dNRhv0hJpuJ4WCI0lHwR/1MnJpg9coq+YM8faVPr93DbDcjIFCMFQnMBbj5hzePN4N0ko4n/96TSHqJ1edXUTsqk2cnKaaLrKyukD/M44162Xx9kyFDoueiiJJI6aiEd8aL1WPF6rFitBpplBp0Gh2sHqvmaLaa6LV7DAYDBEGg2+rSrraJLEcw2Uz0+30GQ81ZrHQVlI5CeiNNJVUhu5/F7DDjnfTinfDim/RRzVdplBq00i3EJZF6rU69WEfQCfTaPcqZMr4JHyarieB4kNRmik6zg3/Gz8SFCZrFJq4xF6GFEDpJx9ZrW3QbXWYenKGSrGD1WjFbzBytHiH0BQyCAZ1Bx/LlZR7+2MPcfuk2wWgQ+5gdURS588od9tb3MFgN2IN2hAMBytCMN2mkGzgNTpYWlshuZLFYLYRDYR7/xOPcf+M+a6+sYbKaSG4lCZ0IIUsy7XybD3/4w+yv77P91vb70oH03VpGP2LEiBHfKu+VcPI2lVLlL5wS9K2iKAp//Jk/5tWbr9IZdDjYOcA17aJT6yDtSag9FZvPhr6tR2/R0xl06Fa6tGotBuqAfCyPe9xNrVBDQMBgNTB7eRZRLxK7FcM36aNZaWo9O34bxXgRV8RFq9SiXWtjtBqxeWwUj4oUjgrkD/KaUKXVRTJLDPtDxI7I2str6ERtiFNJVY5dxCanCUEUqOVqOMIO9EYtMm7YH5LZznDvi/fI7+ePr9cRdPDk//QkFpcFQdD6BMupMoJOwBP10Ff6tCotOo0O3gkvM5dnNJf0Yoj1F9dJbCQIz4VxeByUsiWSm0kq2QpnfuAMkaUIzUoTpaegN+mJ3YphtBlxiS6C80ECMwFKiRK9To/ESgKT3aQN2FwmlLZC9HSU2K0YO2/s0Gl0MDvMyLKMTtURuxVj/PQ4OnQICIh6EZ/PR6fbYfLsJPVqHUkvkV3PIkkS0VCUarZKuVpGhw6zx8z46XFMThONohavb7PaGFsao11tUzoo0TpqMTc7x8VHLzK7NMvKzRXGnhx7TwfxOx10b9c6vD0AsrqtZPNZTp8/zeH6Id6B97gm4akHn+IgdsCVt67QGDaYnZ19zwg7ta+S3c1Sj9VHHYojRnwTPrAh0kc/+lGuXLmCqqp88pOf5F/8i3/xbb+G3+8//rpSqfwlnt2IEd8dKIrCl577El25y6nLp2grbUr5ErG9GB69B0/Uw+WPXj4eskSno5qS98Y9jA8amY/Os7K2QiPWwIABVa9y+ZnL7O/uo3ZVXF4X/nE/1VaVQWxAPVsnMhUhuhBlb32P1a+sIvZErE4r1UQVd8BNwBEgEnm3g6WttJHN8je0xh9uH37DBev6nXW6Uvc9s5l/89/8JuFyGABVUXnly69wcHjA6p1VlJ5Cv6VtqoyfGccW0IoqJ5YnGKpD7G47RouRUr6klVfW2uy+tYvSVgBtgHTh4xfoqT067Q5Wn5XouSiDwYDYrZimFq63cYadZHezGCwGLC4LdX1dK5QGTC4TYl5k69UtAnMBDBaDpszt9WmUG9CHoTDkzpfu4A64mZ+bx2QwUcqVmInOcHb27J+7IfG2Cy28FOaocETFUGHQHkAXlLJCI9Ng6/oWvWqPYr5IIV9A6Sgc7R/hjroReoJWQnpYZPO1TUSDSLPcpLBf4Ief/mF+/Md//L/7Hh0xYsSIEd+7rG6s4gq7WLm9wubuJnjgkUuP0G122b6xTXYry/TpafLFPMvTy4xNjpFL5xAkAVkvc/ONm/z2f/htJJNEdivL+hvrmlp3PMKYfwzVotLutammqlTSFexBOya7iU6jg9FipNfqaRsNdhM7b+4wfnKcfqdPp9Zh6fIS/XofeSiDHmr1GoqqkEvnGIpDbH4bvXYPk81E9GwUUdb6kA5vH1Iv1KlkKuhEHcPhEIPFgMFqoJapIYiCpspVerjH3Vz8kYsoXYWdazsIokAlVaFRbpDdydKqagIOySBx4UcuYDQbqeaqVLNVXEEXh7cOyR5l6Ta7SHqJVkPrIggvh1l8fJGdN3cQJRFZlo/XDs1KE9+0j9xuDrWnIiBo/YnA0eoR9UJdGy5NemmWmigdBVHWuhjDS2H6Sp/9G/t4J7xYvBaCuiDhE2EsDgutaguj3YjFY0HX0dHaaZF4OUFlWEG2aGXdb8fTzT80T3AqiC/kI74Zxx6wa91Svb7msg45QQCDxYDJbuLgxgGuiEtzbO1m6dQ6KE2FpXNLPPbEY3zpj75EOBgmv5PHZDLxkR//CI12g0qjQrPW5Gj7iMR2AovJwsXzF5mfm2dvf4/Gaw0WTi9w9vJZIpEIoijy5vU36Xa7KIqCbJe59MwlTB4Tvnkf/UEfi2BhYmKC6Hj0felA+m4tox8xYsSIb4f3SjgB3jcH5+3bt/nTF/4U+5idyflJ6mod35yPZrZJ46iBxWhh2Bsi62V0Oh0mq4mhMkTRK6S2UpicJoKLQSRZ4vD2IWanGVEWcYVdpDfTGOwGavkaFqcFBlpfYrPYxDWu/X+L24Jvysf1T19HkiXGTo5hcVmoZCokVhO0yi3mHpnDrGrCDLPdjCRLFJNFKqkKjpDjOAqv1+ppsXNxTbxw50/uUMvVtAsVYOqBKZxjTsx2M/1uH9kk065q0bHOgPN4eCSIgtZhZNYzZMhR9YjYrRgAJouJfCxPTs1pMfqTXkRJpJqpElmKaM/sfp9eq0clU8EesKMTdSgdBYPNgGfCgyvi0sQjyTL1fJ3wYpiDmweEl8NMnJ8gMBfg6N4Rw96Q7n4X97ibYreIf9qPxWmhlq9pP+NxFwdrB6h9lVKyxPmnzzPoD0huJikcFGjVWwRngsTX4hiMBnxjPuwBO5XbFSrxCrZZGxa9BaPRSFfo8tHv+yiPP/04kix90/vvnQ66t2sd7r50F2/U+64B0JOXn3zX8/j27dvsZfe49NQlFEn5tiLsRsKRESPemw9siPQzP/Mz/PIv/zKKovCv/tW/4mMf+xgXL178tl6jUCgcfz3qQxrxV5G3FcLvHBSBttD7zf/9N/Fa3p1pLMkSz/zIM6iKSmI1weLCIta6FVVSqSpVPLMerB4ryl2FxO0EBqsBVVVRFZVyrMz02DQqKq16i9kzs9hNdgblAYntBLq2DrfJTcgZOs6ZfZtSvoTb4z7+b1VR2d3YZW9nj6ODI7KpLNJViehUFG/Q+67r2L6/zanLp95zABWaCbGzucMTH3+Cl7/0Mrdv3sY56WTixATqQKUUL7G3tsf6yjrj58YRENi9sUu31qXX6tFX+9gddrrtLnc+d+d4gGQP2Dn3g+dol9rU03UmL03iCrtwBB3HdvXdN3eJ3YnRa/To1DssPrFIo9CgUWhopZbTftLbaewBO61Si9xujna1Tb/XZ+qM1htQ3C9qPUZtsPasqDkV7LA4u0g2lqVWqfHc1efwRr34wj7W76zzhStfwGFy8PClhzmxdIKZwAzb97dpdBtsHGyAoLmRgo4gQkMgv5qn3qrTG/SYPDuJLWRj/c11RLPI9APTx+rrTq2D0lLQW/Sce/wc/9u//t8wm81/eTfriBEjRox43/nv/ZBbqVZot9uki2mi56KYPCbcPu15bnKY+Nza5zg6OCK4EKRarbKzvkO5VsbqtuIf93NgPuDaK9fweX30u336/T6XPnoJp91JrVAjtZdCNatMnp88dvdKBglZldFb9VjcFiRJYtAfIMsyxcMixaMiwkDAKBgJjAdQ+gp9pc/RzhGyXj4+pp6tIxklnBEnSltB0kuMnRojNB/i3pfu0Sw1GapDmkVNPGF1W7FZbLQaLRL3E7TrbaxuK418g/hqnN3ruzTLTdxRN6VE6XiApDfrefhnHmb+kXl0go7ma02MJiPhhTC9do/p4DQ6WUe33iW7n6Xf7+Od9GKwGxAEAUkvIRtl2rU2slFGEARCiyFq2RqZrQxKRzv3TqND8n6SVrmlbZwNhljcFiJLEaxuK/VSnW6zi96kxxV24Rn3sHttl+iZKBNnJ9CJOg5uHLB2ZY1AKMAgNzh+P3PLTO4wR/4wT+GooK0PBkNqxRqqqlItVrEH7KhdleR6ElVR8U/7aVVbNEoN7VxcFjK7GfL7ebK7WQLRADNnZ/AFfLz16lvYBTsPPfQQhUIB2wkbLp8Lx8CBpWKhNlWjlqzRzDQ1N1Vb4fnnnqdVa+G0OjG4DaztrlEsFjl9+jSRUIQXXniBXC7HqcdPsXxpmUKmgE6vw+wyo5QUkskk0Wj0felA+m4sox8xYsSIb5dTp05xEDvgrRff0pwdbudx7Nf74cB47oXnGFgHXPq+S9jddgqZAkbZSPRElDu5O4hNkeS9JJEzESqpCh1bB0mW6Da6DPoD5h6ew+63I8oiuf0c0XNRGIJOp8PitmiuGUk8FlToTXrysTzjp8YZ9occvHVAu9rGbDcz/9g8BpMBQSdg99txhV3svrlLciPJ8hPLIMDBrQPKSc05FF4OY3FZsHltuMfcWqzrQY7E/QQrX1w5HiAJosD8Y/O0q230Jj3VbBWT3YQjpO0ztMpaPKzepGc4HCKIAia7iWqmSnY3SylZgiFMnJ1g/PQ4qqIyVIYICBQSBbzTXvIHeYYfHmKwGug0OihdheFwiGyQmX1klsM7h8TvxZEkCaWj0G10OVo5YvzsOK6Ii/xeXut09Nm0Z39NpZ/uYzAZGDsxhj6hp6/08Y37kPQS9VwdvVVbeyS3kzh8DiaWJwhGg2y8usH61XXMITOdSge/00+lUaGeq+Mf8zNzcgalrEAbqqkq7VwbWZWx2WzE9+Pf0v33TgedJEs8/vTjx3tNf94A6JP/5yf/QhF2I+HIiBHfmA9siBQMBvn7f//v82/+zb+h2+3y/d///XzqU5/iySef/JZf47nnnjv+emxs7DtxmiNGfKD8eeWXslmmrbS/7hhJljh98TQZY4Z/8D/9g+OH6L/7P/4dw+4QQ9/Asz/+LO1qm2uvXGPrlS0CEwFCgRA/9j/8GG985Q3e+uJb9AY9Ti2dQugKiE0R70kviqig0+ve9X6VYoVGvsHkzCTAcW9RMpvEG/XimfNgdpppZBv813//X3n0mUfx+D3HCwaHycHcwtx7Xv/0zDQvr73MnWt3WFlZwT/n59RHT+Gf8NOoNjhx8QSxlRhXfvcK+f08DWODXreH3WunmCkimAX0Vj1Gq5HTz5zm1mduEVoM8cTffgKdTke/22f1y6sMlIEWWdfqYZSNBGYCJFYT7L+5T+xGjKmLU9TSNbqtLrJBJrebwxP2IOtlJEHizJNniN+Ps/LcCjaHjYEywO6yY7FZ8Jg8THomufzIZdxe9/F1W4YWunKXy09dxmq38uoLr1JX6sw/Ok+1VCXRTZC+nmY6MM0D8w+wt79HOpum3W5jls3ML81z8tmTvPyVl3n+jefRSToMTgPtchuz04zeoMdkNyEKmv084o+Q3ErSPeryM8/+zGiANGLEiBHf43y7H3Lfa+BUKVWIFWNMX5pGNIno9frj7xclkfH5ceJrccILYUq5EiaHifFFrQi6mquy+PAi0fkovWyPxEaC2TOzRKIRGhUtWrXUKOGb9uGOutGb9RSPisdulkaxQaemqXBjt2KoPW1w4Z/0M+wNaeVa3PnKHQa6AZJRwuw002v3yB3kkM0yZrcZ15gLo8WI2lW1YY1BRjJIeKIerR9B6dOpdLBb7Rh1RsS2yKA2oF1rU0vVMDqM3Hv+Hu16G71FjzvqZvahWdxjbl77ndcw2ow89T8/hdJVSG+mkQ0y+VgeR9BBp93BE/VoTierthElGSWK8eLxwKgQLyDJErJZ+3fQm/V0G12MFiPeKS+lZInkelJbf9i1PqRmsUmz3GQwHGBxWWhX24g6kValdawk7lQ7pDZStGtt6tk65VSZ8GKYqUtT1HfrtI80UYvNZ0OwCEzOTyKoAju3d9i+s43Na9N6J1pdCvEC7UYb14SL4mER34wPSZZAAKvbSjlVJrubxeKyYHFZaJVaWKwWxmbGcOqdTLgnUCwKN169wZ/8//4E0SBy4eMXGPQH6EQdJr0Jl8XFz/3dn2P//j5Xv3SVcqLM4plFTj52ElVVuXPvDt6gl0xG6zaKRCLUM3WGuiEGo4FCpoCkl9i9u8vFpy7iiXpIppPvWwfSd1sZ/YgRI0b8RZBlmU/84CeO1wKZ5Nf3z/xF+do1ht1iRy/p6agdGs0GToeTt269xfyT89jddgBCgRCp3RRD+5DgTJCj2BG0YeOlDVRBxWAxYPPaiN2J4RxzIhtk7Xlt1GO0G2kWmphcJhJrCdSO1mvoCDqopLXY1Xa9TWY7w9HKEbJRRpREiodF5h6dw2gxYnaZtWHOYIgoiQRmA6y9sEZqM4XRaiS8FAZBi+SVDTKFWIFKqkJoMYR7zE230aUYK4IOjHYjSlvBO+1FFEUt9tVupl1rM1AH1At16rk6qqoyqA3wjHkw2o0UYgXUjkolXaF0VCI4F6RZajJ+ehzXmItes8dQHSJJEo2qFg1XTVdZeX4FZ8iJ3qynkq5QPipjspmw++2E5jWhSm4/R/4gjyBqkXT+ab8WVXd2nGq6SmojRX49j9voRmlrgp3dO7ukS2nNTRTyYbKYwAfZeJZOs0NuP8fYwhjlSpmd13cwyAZ8Uz7cU24CwQBqWaWx3qBT6GAUjZicJtq0iUaidModFscXufTRS6gd9Th27pvdf1/roJNkicXTiwQjwT93APTNIuwyuxn239qn3+zzFb7C6sYqp5ZOoarqSDgyYsQ34AMbIgH8yq/8Ci+88AKrq6sUCgWeeeYZ/sE/+Af80i/90nEPyzfitdde43d+53cAreT2Qx/60PtwxiNGvL8US0V67R5f+KMv0Gw0sVgtzMzNMLs0i9vjppQvvedx78w0lmWZ8+fP8+SHnqRr7XL+wa8+8BZOLvDqC69y594dGELqKIXNZkPX1GFVrfSSPcwmMydmTxCJRDiIHXDvjXtfp1w6M32Gjq5DpVghk8yQzCY5++RZZL3MwcYBD557EIvRwnN/8By5jRxKVjleMNyz36NWqX3dNfT7fSqlCp1qh//yH/8Lgl1g5oJWjFgpVLBZbDhdTrrTXRxBB7JRZmp+inwhj8FlwOQwYTAbyGxlMLvMTF2cInomijvqhiHaBo9Zxh7UFrGosPXaFjpJh9luxmK1EJgJoHQVHF4HRrORVrmFO+LGZDBR2C3QF7TIl/hqnNR2CrPNzA/+zA9SKpfYvL7JhHeCX/5nv4wsy2zsbLxroXRv9R6KU8HpcbK5snn8M7O77cT34khdicXpRa4/d50T0yd4+KGHAZiYmMDr/aqba31znQ898yFu3b7F+pV11J7K+NI43WaX+y/cxxvxEpmOsH60TuWogk/wjXJ+R4wYMeKvAN+OO+IbDZwq3Qqbq5vMPTKHrJfp9XoAtJttGqUGJy6d4LXPvMbdF++iN+mZPDnJ0cbRsVsouBzEH/HT1rfZeWuHyZOTiIKITtJRUSq4ZlyIohalOhwOUbsqma0MVo8VgFquRvxOnOFgyPTlafxTfpbPLdMsNdm+uc3R/hHD4ZDMrla83Wv1EEQBV9hFu9rGO+49VvEioCmGBUFz3zjMjJ0cI3E3wcGdAzx+D5MTkxSzRRJ7CVr1Fs6hE4vTgslpolPvEF4K4ww60Ru0TRmD2cBwMGTYH1LJVaikK3TqHW3jyarXNrNMenSijl5b+9lZPVbSm2kapQaNfAOdpKNVbmFxWLSya0UrAq/n6nijXtwRN+5xN7JBJrWR0txGZj39bh9JL1FOlek1eig9hWF/iNJWcIadBGYCeKIebbB1kKddaTMeHcdtd1MwFzD6jfQNfXpCj0apgdlgxug08sBHHyB3kEPpKNj9dmxeG7s3dinsa8XcjoYDnax1Ova7fQrxAkarkcUHF8kd5RCGAksPLnH+sfOcP3Ge+HacZDbJ/OOa8jq2FWPlzgoqKr6Aj1alRdAVZGJigkq2Qjgc5oGnHuD8Q9q9qSoquUyOzeub9IQeB3cPEFSBjbsbzD4wi9AVqBxVGA+PI7ZEcps59Da9JowaGN4XBf13Qxn9iBEjRvxl8PbewF/mJvjXrjECYwFu3bjF7sYuQX+Qxz76GI1ag3KrTKlQoq/2aRfauBwuqtYqqa0U5V6ZRq/B+QfPE7sfI32UJp/IU0/XaZVbhJZDOCNO2vU21UwVURTJ7meZPDeJZJDwz/o5uHFAdi9LPVcnv5/H5rMRWY4w6A8oJ8vUcjUG/QFWtxWT3cRAGdDqtLToW4ZYPVYG6gCA5Y8sIxtl9m/sY7KbiJ6LYvVYSW2k2Htrj8Nbh7in3Nj8Ntw1N2a7mWK8iN6sZ+zkGH2lT+GwQHAhiMVtoZqtMugPmDw/ycGNA1JbKbwT2mf6alZzIXkmPNg8NgRBYDgYYrQZted+R6Hb7uKOuNm+uq11H425aFfaNIoNKpkK7Uabdr1No9DAaDXiCDqYvjzN/S/fJ3YrhnfCS243R2o9hWfSg2SQMMtmgu4ggk5zcIl2kVKnhF2yo9ZVbn32FnOPzjEUhtq6oa2g9lSS20kalQaiIHLx6YvUyjUMegPB8SCRCxFK2RKZnQyvVF/BFrAhizJ71/cYVoZ87NGP8SM//CPf1sDy23HQvXNt/OdF2O2s7VA6LDGzNMPJR04ei5yfu/oc2YMsS48tjYQjI0a8Bx/oEMloNPKFL3yBJ554gr29PVRV5dd+7df4j//xP/IDP/ADPPOMNlEOhULYbDaazSYbGxt8+tOf5pOf/CS9Xg9BEPjEJz7xrn6kESP+KqAoCrGDGPlhnuVLy4SnwtTLdW7cukEqkcJqtXIUO6JS/NYyjd8rA1mSpeMSQpfq4tbzt6hUtQFNdCbKeHicSCSCyWRibm6Oc+fOsbq6yr3Ve9y68dXvnZubgwpc+/I1Do4OcE25qJQrNEoNgq7gccb90oUlDA0Df/Nv/M1jpdLGzgaxVIy+2ufc5XNIskS/3+fqa1e5ff02oekQlXVtYdRsNzFXzBgkA0PDkFatRbfbxWwxk1pPEQwGufDxCzS6DW786Q0CswHysTz1Qh2AwHwAg9lAp9lhUNKcR6JeJLOboT/o44w4kY0y9WydVrNFYDZAp9IhEAowtjjGnrhHr93TlLhHLWI3Y5RTZabOTmEP2HF4HdAEt+Rm1jPLT/5ffpJLly4BHP/5Nq9de43QtLYhsbezhzfqPVZlmS1mKqUKvUYPq9NKMp1kYmKC6elpnE7nu16n1qyxfGoZg8NAo9Pg+ovXERGZXJrE7rBTOiqR7+UZdAacOXUGQ9swsl+PGDFixF8Bvh13xDcaOE3MTHDn9h3uvXGP5UeWqbfrNMoNOvUOLrtL67w5scTu5i6tbou8Pk9gPIA/4CfRT5CJZygflVGLKu1Gm9RhCkfQgXXOSm+jR2Q+QrPaxO6zI+kl3BE3+cM8yfUk+f08ZpsZs9nMI3/zEUwOE5VchXqtzsa1DZJ7SUInQhjMBvpqn/RGmnqhzvSD0yCA3qL1B8h6GavbymCoPdfVnqZe9k/68U566Vf7RKNR1l5bo5FsUK6U0Vv1nP7oaW5+4SZmh7bxY/FaUHsq2b0sw/6Q2YdmqaQrZHezVNNV1I6Kd9zLoD/Qzt1lRtJL6C16HAEHkkmir/RJbabI7+UxOUy4o27KqTIHNw6QZAmLx0LpqEQxXsTqtaJ0FTxRD6IoauuTWuf4mF6jp3U+uMy4w276/T6ZnQzDwZDLn7hMvVTHYDOgdBUMVgPdWJd2ss3YwhiFgwLlthbBs3ByAaWvkNhI4PA7MFvNFFNF/ON+zYXd6eEOujlcPSQwE6CW05zX7bomtgnMBLAH7Ky+tEqz2EQ30PHkDz6JyWHi9lu36Xa7nH3yLL1ej8pRhROLJ7j65lVSsRTGgZHTp05rzqJKnUK8oImA3F+9B9+Optlc3eS//c5/o9KocOGRC5w4ewJb2IZslnG73Jw+fZrhpSG7G7u8/NzLqDWV04HT35EOpK/lgy6jHzFixIjvZlZXV9k42mDsxBj1dp27G3dpSk0ufeIS6Y00g/6A8w+d58abN4glY7z5+TexmLRoWnfAjdFlZOWLK3TzXfbUPeZPzhMYD7CzsQMWMLqNuCNuXCEXdp+dRl5z5PRaPTa+soHBYiA4F9ScRFfWKMaLOMNODGYDkkFC7akA6E16Oo0OjZJ2/NtRsq1qC0EQaNfaDIUhjqADo81IeiuN2W4mcjKCf9qP2WnG4XdgcVooJUv4oj6GwyH9Xh+jzYjaUxn2h2R3sjDQBDmtcgur00oxVsQetGsCjoCd4WBIbi9HPa9F1XYbXU4+dZL0dprAXIBKuoJnwqNdZ7tHr6uJSYrxouZ+RsA/60fpKtQKNfQmPQiw+vwqYyfHMDvMNEoNKkktWk4n6kiuJ2kUGgTngzhtTtxDNyabCVmWMY+ZETwCXtVLNVFFNsjsvLXDwe0DZL3MsDfEO+XF5rGR2cxweOcQR8DB3o09vC4vtXwNpaNgc9m4+NGLpDfSFONF1q6sEfKFuHj2Ih/7qY9x7ty5b/t5/e046N65Np6Zm+HGrRtUpisMdAOa/Sb5fJ6x0BjSUGJ6YZpnf+7ZrxNi/ca/+g2mlen3PJeRcGTEX3c+0CESQCQS4Y033uBHf/RHef311wFot9t8+tOf5tOf/vQ3PG44HALgdDr51V/91fflXEeMeD942wr+uS9+jp30Dr4FH2aXmch0BJ2oozZb460vvsWwNuTM9Jn3VGTMBGZQVZXf/b3fPY6sWZpbYiYw857f//jFx2EIe9k9Js9OIg5EWvUWa7trlCtlfuJv/MRx79jbShBHwMHMxZnj1+nUOxgVI0pFYdgdInWlYwfT2x1KTreT5FHyXUql80+fZ3hjyJe/+GVWbq7w2EcfY29nj5tv3sQkmbAGrYwPxinXy9gcNvQWPUpT4d7Ne8Q2YtQrdcrpMq1qi9Ubq2TyGXJ7OWJ3YqiqyoM//iB71T0AXCEXnWaHTq2D2lPpNXuUj8oIksD8o/MMGVI8KJLdz+IKu1BVFYvJQnY/i2gR8Yf9JA4SFNNFArMBWtUWjoCDXqvH0eoR/jE/+2v7TPgmePTco5w7d+4b/ju/c0Oi2WgSngof/79mrYnUk+i2u5gsJmrVGnNzc9hstm/4OlabFdkp4w/7Ubsq/X4fvVnP9OlpxifG0St6DAMDhobhL+tWHTFixIgRHyDfjjviGw2cPH4PD3/4YdburSG3ZJSiQi1dIxAOIIkSqzdXcYkuLixeIJaN4Y14sXgtVOoVJJuEbqDDpJoodUsgQLVYRT+lx2wyIxpEFEVBb9KT2koRmAlg89qYPDfJoD+gU++gN+ixmC3oTXpCYyG6tS53nr9DMVUkdCKEb9qHIGhOo/RmmpXnVijECnjGNbVuOVnGPeZG6SmY7CatRLvcpJFrEJwJ0sq3kJH5oWd/CLEjMtQPEQ9FrGNWph+Ypl7S1hCbr2xi9Vixe+3MXp5Fb9TT6/SOHU0AvXqPeqXOQB1gdpkxWUy4x92gg167hzPsxDfpI72ZRukpdOtaf9HDP/kwq19eZfuqFiMnGkU69Q61bA29RY/ZaaZYLqL2VLqtrrYZZNSz+MQi/V6f2J0YyfUk7WpbU9SejxJfjWNxWgjOB8nsZpBqEqJBpFlsUk6VOTw8ZGgaYnVZiW/FERDotrrYbXYyqQwGi4HARACj0cjaa2sEZ4KIRhFv1As6TRWNDmSDTDlZpnRYoplvYrKaMLvN9AWtO+Ho4Ijly8vHLmqzxczF8xcZqAPu3LtDWV9GnVW599a9Y8VwxV75uoGMJEtIkoQ9ZOfRC4/y9NNPs7myyY1bN94VcxeNRglGgsxMzLwrvuY7zQddRj9ixIgR360oisKffuFP2SxtctA6wOKw0O10sfgtdMUuzWGTLz/3ZZLFJO1BG0PPQL1YxzJlQRkoxAoxmtUmk8FJ/vb/7W9jMplY3VjlystXKKfKdKUukZMRzVnkt+GMOFF7KkarEd+kj/WX12kUGuwUdtCb9bjH3AiiwMKjC+hEHbm9HEaHUXteA71Oj9xujkq6gn/Gj07SYbKaqOVqJFYTmkPXZyO/nye5msQz5aFVa5FcS+IMO8nsZHjtP7+G1WtFJ+ro9/oYLFqkbWA2gMVlwRP1aJF6ihW1q1JOl6kX6jiCDnyTPq2Psag5huwBO5V0hcJBgVquhiiJ6C16BuqA7de3cYad9Lt9SskSpUQJnaxj9vIstXyNzHYG2SRrz2a7mcBMgEKsQPmoTCVV0Vxb2SqRUxHmH5lHaStsv77NoDSgVWhh99tp19pIExIDx4B2pY3D6cDms1Ev1YksRyilShiMBqKzUewuO1/8rS8SmY/gnfLim/ARDoZJ76QpHBSIGWOIPRG1r9KsN5mfnecHP/SDfykdQt+Kg05RFNY21pBCEpWvVNDLevQ6PS/+wYsYA0Zkg0wpVaKULHG0dcSlpy9hc757f8XpceIJetjf2+eRJx75uvcYCUdG/HXnAx8iAfh8Pl555RU++clP8r/8L/8LhULheEj0XgiCAEAgEOCP/uiPmJ5+7ynxiBHfa7zTCh6vxFl+ZBm9U8/6/XWSh0lml2fptrv0Bj2sQyu/+Pd+kc3NzXcpMj5y6SPE4jFevP7isZ18Z2uHF373BeSezPjYONlalqajidvl5plHnkFRFK68dYXzj5+nVWnBEPCDMqGwu77L1tbWN1Uzvx2fMzc1R2AmwJkLZ0gmk7x18y3a7TYmk4lKukK/3Gdr+O7jp+an2Fjb4MXPvMid5+9Qa9Zw2920+i26ahe1r9IoNcjv51E6Cjc+dwMErfRbFVR88z5EWURv0HP/xftaISWQWE3gn/Ez7A/ZenULnahDlLVegX63T6feoZwqEz0bpVluktnNMFSHmBwmAnMBjFYjzXSTylGF7HoW3ayOdrlNJVehlq9hsVsYOzlGej1NZ71DJ9/h/tF9nvhbT3zTxdI7NyQsVgvVYhXZJJM6SlE8LOLQO6hX61QKFbrlLjs7O++ptH37dfxzft544Q1q9RqD5oDwUhihJ9Dutdld2+XCyQtkt7OjjY4RI0aM+CvCt+OO+PMGTicfOKmpZiuwNLFEV+myv7fP1t4WQXuQn/rxn+LUqVN85jOf4Q++9Ac455zMn5+nXq/TKXTQyTqG/SGOkIP7q/dpGBt01A6yUSZ2O4Y76qav9GmWmwgIDPoDcjtaLFolVaFGDaWrsGpeRekqFGIFwqfCRJYjGCwGdKIOV9iFxa2JOnK7OUS9SGgxRGYrQ3I9SemohGvMRavSohArIEsyak8ls51hbmIOt8PN/tY+2XwWRVVgG7ZvblNKaJErAI1Cg8xWhpNPn8RgMWDoG5D0ErE7MWqZGsV4EfeYm/Gz47TKLRqVBp4pD0azkVpei8hplpuoPRWT3USn1cE17gIBTn70JJmdDM1ik0a+QS1fo1VpYfVYaVVadBodRFHEFXHhDDmJnokiiqLm3gq72X5zm2quSr/XJ7Icweq20iw3SawncLlcDJtDOp0O9UKdcr2MZJRoNVuYJkwEZ4MYjUYSWwky6Qx7d/YYPzVOt9cle5ClVqlp76cXj4diDq+D+O24VhD+yDyNfINGusHCmQXy+TyZbIZet8dgMMDmstFu/Fn84eyJY2fRQB2w/uY6Gce7FcOrq6vvOZC5f+c+ZruZhYUFAGaXZkklUmxe36Qv9WkX2xSShfetAP6dfNBl9CNGjBjx3cjbexdXb18lcC7A9PlpVEVl++42dtHOgAFdXZdqq4pgE/CFffTrfcrJMlabFcGuCRwyGxkeP/04kiSxurFKvpAnm8rS6DawOC20qi3qhTprV9Yw2Ux0W11EWSSzk8E36WP60jSdRoedqztaT7DBgDvsppKp0Ff7OENOzHYzvVaPcz94jvvP3+fWZ24xdmpMSxiptkisJsjt55i8MHks6qiX6giSgMPvQJRFDm4dcP1T1xmoA8qJMhsvbbDw2ALucTedeoelJ5boNDoE54LIBhmLx0LyfhKbz3YcVWt2mOk0Oigd5Xjw9HZvUemohCPkoBQvMXl+kkapQXozTfGoyEAZ0Gl0mH5wmujZKHqz1uV0tHqkdUGFHWS2tfWMTq/tebSTWoSbN+pF0AnU8jU6xQ4Gszb0srgtHMWPGPaHDEoDTJIW8Wc0G6nn6rRqLRJrCeYemKNSqrB7fRerw0poIUSj0cDisOCd8CLIAmpLZSoyxaAyYHdtF6tg5ZlPfOedwu+8F//4T/6Y1c1VHAMHk85J+u0+dV0dZaBgV+2k99PIfZnv/x++nzdsb6CICsmk1q/4TuYW57h97fa3nPgzYsRfJ74rhkigDYZ+4Rd+gb/1t/4Wf/RHf8Tv//7v8/rrr1OpVL7ue10uFz/7sz/LP/2n/3QUYzfirwTvdB+txdY49+Fz6DI6xmbGGJsdI5PKsHFng6O1I8KRMKdPnGaQG2A2m79OkXH79m32MntcekpTVqysrIAdFp5YYP/WPgPbAFEWiYajx4OO3/2938Ub9eINeSkOizQrTYwWI2PjY1Sb1XdH4nyT+Jz0appcLMfV7lWagyZWtxWH20EuleP29dsYO0Y+9GMfetfxoihy8vRJes0ehoaBYqnIC6+9gGJUEFwCpoAJISuw+soqJocJ74yXsRNjNCoNcrs53ONuSskSW69vUU6WtRcVIDgTpFProBN1FOIF6oU6dp8di8OCKItkd7IYTAa8YS+57RzdRpeZyzMYLUZMVhO+CR8VuaKVUfZEju4fkcvmaDfahBZCGEwGmtkmVoeVpYeWOLp3hKgX2T3Y/ab/5m9vSFz90lVWVlfYie0QOhHC4rRgNVsxGUzUa3UODw85feL0NyxKf/t1rrx4hUqxQvRClMx+hvtfuY93zIvFZiEfz7NSXuHx84+PNjpGjBgx4q8I34474s8bODVqDR5++GHOnTrH6sYqvWqP89HznPrYqXd9+P8bf+NvcP3WdfKVPMPGkHwyj9JW6CQ79NQeplkTxiOtWDq/l6fT6lCMF7XY14tT9Ht9Dm8fHm+GXPqhS9x/+T7FoyKSRSK4EKSv9MnH8+jNegSdQLvexhl00u/3kQwSRquReqHO/rV9HEEHrjEXQUuQnas77N/Yx2gzYnFaGMgD9m/u0yw22enu8E/+r/+EvrHP+IVxWpUWiqKQ2kgdD5BAi7x1jblYe2EN97gbQSfQqrTI7mbpNDrY/DYiJyPY/Xb8037SW5ry1uw0M+gPKMQKFA+LSAYJR8DBYDDAPebG5DAxHA7p1DsIOoHJBzQnVn43TzlVRifqCC2FaJVaOENOQosh7AEtrsdisZDdyiKbZFwhF8WjIqWjEnafneBckPRGmmwyi2lgIhgMosgKj//k46x8ZYVX/+hV+oM+/V4ft89Np9rhcPOQ/rBPt9Uln8gTX4ljdpqp5Wt4A14EBOwuO2PLY7iNbnJHOfwhP4PagAd/5EGiC1FuvnyTjXsbxIU4Lr2L3bVd6pX6cXwxaM4it8/NR578CD/7Uz/77vv2GwxkNu9tcu7xc+96jceffpzdjV2uv3ad3Xu7LDgX3pf4uq/lO1lGP2LEiBHfq7wtLnWPubE4LPjHtL25cr5MqVjCLtiRDTI2pw1BL+Cd89LMN4mn49y/cZ+BMMBkMWGymvjK618hXojj9Du5+dZNUo0UqqJCCaxuK2pPpZwtUzwsaokhXRVHyIHFbaHb7KLT6XCNuTi6c0Sv3WPjlQ0a5Qb+aT9WpxXZLNOpd7C6rJx/9jx71/bYu76HIAja2sFlQTJIVFNVGMDyU8sM+gOGgyGzD8+yfmWda7937Vjs7gg5sHqtjJ8ZpxArEJwNahFyxQZqT0UySuh0OvzTfnL7OWSDTHY3exx7p/ZUdLLmZKplawgIyEaZZrlJKVGiWW7iCDrQ6XTIBhlVUFEVlWq2Svxe/NhFlLifoFPrcPrjp1l5boXEaoL43Tg2rw3PhAfftA+dpKMQK7D56iZ6gx73spthcUilVUHVqVgMFiKRCJIgIcgC5XwZeSjTLXShAwNlQC1Xo9PqcOKxE9g9dlrlFrV0DSWiMDc3hwULVOGRJx5BVuX31S0McOfOHZ5//XkCiwEanQYWlwW9WU9LbWHum5mcn8QoGbn4wEUWTy+yt7NHvpUnmf76IZLD5SBoD46EIyNGvAffNUOkt9Hr9fzkT/4kP/mTP8lwOGR7e5t0Ok25XMZsNjM+Ps7y8vIHfZojRvyl8bXuo+i5KEafkUq9wv7WPmOzY4THwqhdFakr8dCDD3H7zdsYXO8dS/bOIU88HidTzjC1NIXJagIVBpUBl564xLUvX6Pzhx06aodP/eGnEM0ib7zyBpNTk4xHx1meXUan031dJM43i89pOjQV7mvPv8aJR05gc9rIxXMU4gXOnD3D7Tdv01W63/D4TDJDpVQhU8xw6mOniCxEMJgN6Aw62q02skUmtBTC5reh0+vwT/lZf3mdra9s0Sw1AdBJOs78wBmG6pB6sU632kWSJLr1Lg2hgdlqRtAJDPtD3CE3jWKDcq6Mf8aPKIg4A06ye1lks4zZaUaURHr1HlTA3DKz/OgyJx47oWUF393R7OoOK4VEAX/Qz1psjT/93J9+QzfS20PDfCHPFz/zRbLVLIPhAN2eDmfESU2uUbVUscgWhKHAwqkFxibG3rMofXV1lUq9wuHeIZYxC/qunmgkSqPYoF/rQxeckhO30f2XYiUfMWLEiBHfHbzXZnwxV+T+9ftIqsQrwiusbqxyaukUS3NLvHj9xW84cHrqwaeO/27Ie6cByLJMdCKK3JK5++pd9g72sAft9Ao9vEtefHM+5rpzlBNlPJMeGIJ3zMv9K/cpxUsU1AKiJLJ0aQlH0EGv28NgNTB9cfo4Rs3qs+KKuFC6CpV0Bb3pz2LlRIFCvECv1dP6CFxaBF4xXmTYHx7H3pVTZTr1DmpXZenRJS5/4jIbr25wkD0gGA5SzVTptrtUc1US9xPH1xZZjjD36BwWt4Ves0fsdoxeq4fBYsDhd1BOlBkOhoiyiCfqQW/S4xpzUU1VyexkSG2maNfaDPoD3E43DKGerlM8LCJKIvnDPGpXJXo2iqyXaVaamF1mBEmgXW0TnAwymBxwcPMAZ9iJKIt0610y5QxH60fYg3aCC0FcYy4YQuFAE8b01b4Wn9dVKDgLBCIBXv79l8kkMoyfG6ff7XO0dsRefQ+DbGD+7DzlWpnyUZlhf0hqM4V/2o835MXqtBLfjlPNVTEMDPTUHvVCncTtBMPhEEEWqBQrBCYCxLfi5LfyzJ+eJ7uf5cKZCyydWDqOL/7z1LrfaCDzwNID+Hy+49cAbZC0eHqRVrPFhfkLXzeQej/5TpTRjxgxYsT3MndW79BSWlQKFdK5NJJRIjIVwRvykr2TZciQeq5OIBig0+qwfmOdSrKCY8mBrJeRzTL1fB2lqdAQG8TSMSiA4BI4cfKE1hF9L0ZyI4kkakMZ76SXhccWtD5BSaSer9Out7H77VRTVTrNDpFTEfQGrUtI0ku0ai2ssjaIUloKtoCNyQcmMVgMOINOrF4rtVyNcqaMKIs0K01uf+Y2+d08RouR65+6zrXfv3Z83RPnJ/BMeGhXNKFL4aCgXWuhjqgXKcaLCIJAtVnFaDFSSVeweCxUUhUaxQY2rw2bz4ZSU4i9FaOULGEwG0itpxB0Av1+n06tQ3orjWyUUdoKoYUQ7nE39VydwzuHOENOLG4LrjEXhViBxP0E9VydyIkIerMeR9CB2WEmvZ0mvZFGkATUjorT78RoNVIoFojdieEL+MhuZnF5XIh6EX/ET1tqM3ZijEF5gOdBD5c+cYlSucRrf/QaTqeTickJ7JIdPXr6zT6NcoPBQHMgyar8HRu0vL33sbqxelzZcGpJEzw9/8LzCE6BJ37wCdZurHFw+wDPuIdus0slX+HllZd56qmnmF2aBWBmbobYizEKjsK73qNSrFBOlfmpn/gpZFkeCUdGjPgavuuGSO9EEAQWFhaOYw1GjPiryNsKnvMfOs/Wb2+RPcpSLVcZDoZs3N5gcnGSyblJzBYz1Ur1m9po3znkSaaTWN1WbYAE2Fw2UokUNqeNqlLlMy98Bn/Ijz6kxxqyIpgFkrUkxfUixXKRx59+/Osicb5ZfI7b7UZVVU6cOIHclUmtprBYLVx84CKTs5Pcu3GP119/nS5dTCYTkVDkuDfp7ffa2NjAOe4kvBAmMBGgr/SJ3Y1hdGgqoeFAU/S2a5pFe/PlzeMBkqgXmXxgkm6ji96oxzfpo9fu0al3sPvtzD+s5QFbXVb0Bj2JrQQ9tYfRZsQ3rWUUKz2FTr3D7pu7TJyYQCdoTqZ2qY3SVdAb9bTbbeqVOtVslehSlGq+itlmZu7MHGbMbCW33jXwAW3hc/v2bX7vD36PVCVFJpeh0CoweWoSa9CKgEA1X6WQKBAvxzn32DlsYzZ+69//FmPTYww6A3ql3vGi7J3dUv4ZPwa/ge6gi0k2ce7Bc4xFxohEIhzuHpJZzYwWPCNGjBjxV4iv3YxPxpMcHBygt+hZeGgBt9dNpVThuavPMROYYSb43r2IM8EZDmIH7GX38Ea9hKIhKqUKX3j1C1x56Qpen5das4bVYuX2rds0rU1CJ0JIYQnJIrH65VV0sg5RLxKYC9Dv9zW3jN9Oo9ig2+zSKDbwTfq0gcW4F7WhcnjvEMkoYbQZcUfdKB0Fta1idVu1vgSXBfeYFhFTz9Wp5qp0m13Gzo5hMBlAAIvTQnI9iU7UYbQZ0Rv1WD1Wxk+NM3lqErPBTGIngXfSS+REhG61y/XPXtfi+9A+a8w/Po/ZYabX7iGUBSILEWYvzCKIAonNBMn1JOV0GVEUadfbVDIVKskKzUoTQRCweqyYHCYq2QqukEvbxFmOUE1XSW2ktDi/Xh/vpFdTILdVhsMhZqcZi9uiua9iec78wBnN3RQr0K62QYV6qY5slpm5PIMoiti8Noyy5sbaeGODvtrXXE/KAJ1Ox97GHt1uF/ekG/eYG0/Ig9fnpZwrs/rSKnqjnpNTJ3nzc2+SKWRo1Vq0vW3UkEqz2yQ4FUQaSFSyFeL34ygVhY/99McwOUxk81mqySomk4mTyycZOzfGT//Nn9bWIhtb9Jq9b1mt+14Dmdu3b2vOulF8zIgRI0Z816MoCq9ffZ2moYlzxomaUdm4vkFiN4En4NG6eRJlPCEP4xPj3PvKPdKJNBc+dgGH38HRzhEXnrhAt9Xli7/9RQQEPJMeOkIHRVEIL4exuq14pjysvbhGJV3B5DRh89uQJAnZIB9Hsu3f2Gf1uVUGygD/jB932E2z2kSURWSTzEAdUElVaJa1/YLwyTDVdBVB0BzPb7uO7V47nqgHnaSj2+yS2c2wd32PcqJ8fN2TFybxRD30e30QoJKuoPQULYou6NDibKsd2o02rWqLXqNH8bCITtIRXAjSa2r7EtVslcFgQGgupJ1jf0AlXaGSqjB+dpyxE2O4xl008g1id2N4J704I06apaa2XkEgtBAit59DaSsc3DzA5DAx/5jW89xr9ZAkCWEg4HK5EKwC/ik/JpuJuy/eRTbIzJ2dw+KwENuIcfWzVzHajLj8LhxWB21zm+WFZYYMObx9SF/q47Q46VQ6VNIVIt4IJ06cIJPJkEwnye5mtQi779Cg5Z3C63euVd9Oa9k52CH0YAiby8aFD18gvhUnsZ8gu52lVq9hUAw8/vTjSLK2BT67NMvVK1fZu7PHbd/tr1u/nD9//nitMmLEiK/yHR0iPfHEEzzwwAM88MADnD9/nsXFxe/k240Y8T3J6sYqrrCLldsrlFvaQmtseQxbyEbq8yk+/7uf54kfeIJWq0Wn0EHNqn/uB/N3Dnna7TYO91cHQPVyHYvVQjKZpDPsYLPZsFgtPPnYkzSGDax2K5mDDF6Hl+RmkjvX7lBOld/1wf1bic957dprnL54muh0lN2NXbY3t3nus89xsHNAsVDE4rUwe34W0S6ytrtGsVgkGokeH3/l5StEpiK06i0qpQr5/TxHm0csPL6AZ8JzbE8upUpc+f9coVVuAaA365l/bJ7ATAD/rP94Qah0FE4/fZpKokL5qKx1MxSayDoZvUVP+P/P3p8GuXrf973gB8ADPHiw72s30OvpvfssPDxcRFLUdqjVlp1YvrIdxze515O6c1/MrUrqTlUmycy8SVVm7q07iT0Zp2zHiSUrsmTZWixSlLgcLmdfe9/R2Pd9B54H8wJmi5QoUaSsxTI+VSySOI0G0I06zw//33dZCFDNVuk1epjdZrrdLvYxO71Gj2qmSi1VQ91W4wq6KFaLVLNVIg8iw9g/kx5Zljm5f0JoPISgFpibnSOfyL8lBvCNweeFay+Q7+cxBUzkdnJMLE6w9sgaOqOO6qDKmHoMs8PMtS9dY39rn6kLU4hOkeCFIMmDJFfuXWHhLxeYCE2cdlOZLCZefPZFWuUWsxdnaTValPolKgcVCoUCclMeFUCOGDFixC8gbz6Mv3PnDi1aP7Cz8IMPf5DZ6dnvU1W+0Yv45vv1e32ejT7L6+uvc95ynrmVOR5ce0C726ZerDM+O44uqSMZT2JymKjmq5QzZZxBJ9OPTLP/2j6HVw/pdXrDgw+PDckikdpLkTvM8cRHnmC3tUtf7g9jav0uJKOETqfDM+7hpc+/RPRBlHa9jS1go3BSoFFq0G12MdqMOMeddNtduvUuJqeJ7GEWq8eKaqDCFXBx9smzaHVadq7toBE1rHxoBbPLzBf+xRfIHP7NAkmtYvWjq8M8f1SkD9I4gg6KqSKVfIV2vX3awzr18BTJrWFnodJXkCwSvlkfao2aeqFOo9AYxuSsmmgUGmSOMjgnnAhagZM7J7RqLaweK0pfoZKp0O/2aTfatMot1Go12UiW/Vf3sXqsZA4zyD0Z15iLXmr489PqtVTSFQx6A3ajHa1OOzykS+bRqIeHZAarAbknY9KasPqtuMNu3D4342PjGKwGOq0Ox9ePMVlMnH34LAzg5edfJnuUxTftY3xsnGAgiMPhIJ/Ic3TriKA3SDAUxOa0nXbQlgtlbkRusPbQ2t9qzNuod2jEiBEjfrr8MGfHD/r7+437fPVrX+X+/n2mnpzCPe7GPGamWWpSjBfZeGkD3UDHuHUcg9FAPVqnnqwTnAkyszrD8d7x8Jov6pD7MqJZHC5aLGoknYRSUlBpVBjMBuhDr9Ojkq1gDViRuzKpgxRmrxm5JxO9F6Xb7gIQWArgCrmol4cCFrPLTP44P1xO1YbX9Fquxs5LO+SP8+gMOiqpCtmjLP1un4v/4CIWr4VKuoIsD2PmOrXvJqiMrYyhN+pRqVWYvWby1/Nsv7CN2WOmU+8g2ST6rT5GlxGNoMFoNHL9y9dRaVWIBhGT3YT3vBfftI9CosDhrUMa1eFiq1VrEVgIgAqcISeOkIPswTBGP7QaGsb7KjZcYReCKJDYSHBy74TUTmq4THMacYfdDJQBcl9GJ+oQ1AIzkzPYfXayhSyZVAadRkfwTBBP2MPy6jKFQgGtScvRxhHHt47J7+WZWZvBNmlDZ9fR6XSQ0zKHNw9xW9yUj8pvcR+HQiEsRgu1SI1nPvWTi7B7p17uUqmEpzuMUxS0AlPLU0wtT3EmfobvfPU7qOqq0wUSDKOcA94AU8tT9Ov9kdtoxIgfkZ/oEunKlSu88sorp/9vNBo5e/Ys58+fP10uLSwsnH5AGzHi7yPlSplWq0WqkOLxTzxOvpLH7rMTmA5gcVu48rkrRG5FKOVKXFi48I4XtjcveSRJotlooigKsUiM9Rvr+L1+rrx2hW6ti6ASMDvMWAUrakFNtVpF0SjkcjlkQebFb7zIZz7xmbd8cJ+fn+c7L3yHP/h3f4DWoMXhdGC1WhHVImeCZ+j1emxtb7GR2mCgDOgrfdqdNvV+HeeyE7fGTXYvy+0XbhOeCzM5N8m116+xpWzxyOojQ9t6NILf7Se3l+PWX93iZPMEjahBNIkY7AZ6nR5aScu9v7p3ukDSSloe+gcPEVwMDm3pDhMqtQqLy8LOKzsoXQWrz0o5Wmbp0SX0gp7bz9/G7rMjqARMFhOZvcxpd4Ez6EQn6FANVPQMPZ564ikkq8QX//iLxO/GcY+5KTfLWNwW8vt5zEYz3jEvAUeAYDBIv9V/SwzgG4OP2W1G6Sl0lA4+v4+ZuRkkqzSMDtTbyFfyyIqMI+Qgd5LD6XdiM9tYuLiA0WpEJ+i49uAaO7s7+Ff82Jw2dh7sgBYEtYDdbcdkN6Huq/G7/Wxc36AT6/Bbn/6tn+wbecSIESNG/Ex5p87CnYMdfvs3fvv7PuC/0Yv45vsdbB9QapY4/8x5bHobDpsDrUaLzWdD39ez/co2Xbp0Oh2a5Sb1Yp1+p091uopG0Ay7fgQ102enMVqNiHqRfn+4MIrcirD/6j76vp5yt4zdbcdmHz72gKFDxx60k9hKUMsOo2FquRreWe8w9k4GlOEhgWAXsDQtVFIVupUuck8GYPfVXSw2C8WTIu6wG7Vazct/+DLpw+F1WWfQ8b7feh+tWgudQUe/0adT7VDRVtBb9bTrbRrF4WLINeVCskj0mj20ei3NcpOpi1PYAjbatTbtWhtHyEG32SW7PyzlLkaL6I16XJMuMnsZ8id5CvECGlGDSqMivZfG6DDinfWi9BU0Og3VbJXCSYFqoUq/28cx5mDAAI2gIXuQxWq3YlVb6TV7KLJCIBggn8wjSiLOoBOr3YqqraJLF7PDjKAV6Pf7NFtNNIIGi8uCoBO49+o9ps5MsfjoIheUC5xETyhGipQsJex6O9mjYQTx9OQ0Qlt4x6XO31bM26h3aMSIESN+srx5aVQoFogcR9AYNcydn/s+Z8fbxaC/2Q2yHlvHFraBCjSSBr2ox+Qy4Qg7yJgydCIdJL3EyuIKj3zgEb7+F19H8Aiko2ky0Qxun5vkcZJ6sY6oF+kqXdrtNsjQbXWJ3I+w//o+/X4fo9OIZJaQuywIomAAAQAASURBVDL9dp9WrcX2C9sIOgGNTsPk+Ul2Xt5Bb9QPRRWDoahCNIrUi3UyexmMdiP28aFbePvFbSqpCv4FPxpBw0AeML42TqfeoTIYJsKkd9KnCySVSsXl/+Uyc0/Mkd5PE70XJbmVRJAE5J5MKV5CrVZTL9UxWA1IFolOvYNck1Fr1Kx+ZBWdWYfJYRrG3SUKiGYRtVZNNV1l6tIUA3mA2WWm0+gQvRvFP+c/nQVMDhOxBzG2XtzCN+vDNeGi0+yQ3k3jDDsJrYXYfmHoTgYYyAOsbivdaBeTwzTsey5IGA1GVE0VUw9PIdklNtY3MLlNeGe8SCaJ5eVlsrtZ+to+kWQEWSdjMpooFAo47A4uP30ZQStwuH34rtzHfxu804yrE3QkDhJUi1UsDsvpn+tFPdV4Fd1Ax52rb3UcLYYWR3H/I0a8S37icXZvFM8B1Ot1XnvtNV577bXT2yRJYm1t7dStdOHCBZaWllCr1T/ppzZixM8FNquNB3cfMHFhgqmFKeQtmdhODJPDRLfXxTPtoZFu8Fu/8ls/0kXuzUpOWZTJVDLs3NshHU3jcDk4c+kMe7f2qGaqaGQNokHE6DFiNVopl8v0Gj2y8SwukwtjwMinPvkpYBgzcn/9Pq/feJ1yo4xrzDXMHi5WiBxGWJ5Ypt/r850b38E96ebBgweozKphIbYis3hxEb1DP7SnTwQQWgJ7t/foFXqoBirqzTqvvPoKf1b4M+r1Ore/dRuNqEGj16D0FSw+C/mTPJ5pD0a7EUVWePKfPslf/T/+ioEywDXhwhUaqokVZaheknsyaq0a/4yfdqXNwqML7JX3cPvc1JI1ytkyzhnncJnmMhPbixG9GcUasKI1aImdxNDJOp567CnmlucQtAIf/MgHyW5nCY2H+MrXv0I33WVudY7JuUlC4yGCwSADZcCDmw/IHef4P37//8BkNHHj+g265i7HkWOqtSpjwTEMDAdcpacgm2V0Th1iT6RRaaAW1MOc52yNqaUpWo0W7Vqb8GyYarTK4cEhC08tAHC4f8jcxTka9QYbL21gcBgQ1ALtXJuT7RPcKvdIwTtixIgRv+C8U2fhm4UNP+h+/V6fg+0DvvKFr6D36dGWtbRaLfxGP51OB61Oi+2MDVkls/7yOlqzFkEQ6Ha6qDVq0ttp1IKacrKMe9qNa9yFM+BEb9RDF463hk4YuSDz65/8df73P/zfOdk8Gbp7TBKSRaLVHUbHiiaR3HGOwHwA/aSesZUxJtYmKCfLVLNV1IIanV5HNVulnqujklX0+8PibbVGTb1RJ7I9jICJb8WZfXyWk3snNKtNfuPf/gYducPWC1ugQE/uMXFpgkK0QPYgS6fZQbJKKANlmKefLOMKuWiUGzjGHaT2UhxeP0TuyQwGAxRFIbgcJL2XHh4C1TvYAjZ6rR56sx6z20x6L41G0NDv9VHkYeSOaBSpZqoYHUYGDNAZdZgUE46gg16rR7fePVU3i02Rvr5Pv92nVquRyCdQqVRojVoUtYKgE9AZdLTrbSwOC5JBolKs0G62cbvcZCLDuORiusjs2iz5dJ56tc7y48tYJAvH68e0c23Gxsa4eOEiao2azEaGpx5/6qe21Bn1Do0YMWLET4bvjQPrtrrkBjnC42E0Bg3hmTBTmqlTZ8f3xrLDW90gV65dwT5hxz/pp9PsIPdlDEYDck1G19HRaDdYWluiV+uxu7lLp9mhVWhh7BtRt9S0y20GpgEOu4OoGKVZblJIFgguDzt9yskyhXQBUS+iETSEz4Wx+q0IgkBqN0U1VwUVeKe89Fo9VCoVnVYHySKhUqvQSTpS2ynC58KkdlIUYgUGgwHdVhf/nB/XpAurz4pzzMnOlR0c4w4ErYBGo0EwDIW23lkv2aMsax9fw+KxUIgO3cgMoFPvsPKRFYxWI+VMmcx+hviDOBqtBt+sj3K6jHqgRjAIdDqd05NXo8NIOV2mUWug0+twhV34Z/30Oj2cYSe9To/737hPr9WjXqxjC9hwjDswWA0c3ToiuZMkuZNEJ+lQ5OG1v3BSoFVroZW0dFtd+pU+A9WASqKCaqCi0WyQLqS59NAl9h/sU6lU6Gq6VCoVtBYtjVgDzUCD2WrGYDUg2kTSJ2kSGwkeevQhPv7xj+PyuLjz8p0f6Gr/SYs93mnGDYfCpIopnvvT55AcEoJeGC4ciy1cBhcfff9Hoc5IoDJixI/JT3SJ9G/+zb/h7t273L59m3h8WF775qUSQLPZ5Nq1a1y79t2iOlEUWV1dfUsU3vLyMoLwc13hNGLEe2JlYYWvfPMrnBHPoNaomV2cJZvKkowlycQyOI1OTAHTj6ySeLOS8/76fe7duUcsF2Pl8RUWzi9Q2C/QzrexOqw0Sg0ypQwz5mHBoMPhoF6q4130Iioiok0Evtu9I4sy+kk9c445arkaTouTT//qp6lX63zj898glovx6d/5NCaLicP9QwbmAdViFYPLQKvfQt1VY7fZERGhBY/7H6dX6FEtVbmxeQPRKmJ1Wqk1a3QGHQS1gMvvol1v4531opN0nNw7wTHmQG/S02/3mbgwQXInyUAZUMlUhqojs0ir1iJ2P0YlXUHVV5GL5mjWmrRqLa799bVhhI5dQjSIuENuJFHCF/BRLVaJ7kVJx9LQg4984iM0lSZ/+oU/pVlvkt/P86sf/lU++9nPsrayxrOvPfv9EUB/8Sybm5ucv3Qe96ybl775Ei9ff5nZJ2ZpNps4zA68416KFGlVW9TkGsggNSTUGjWtWovsYZZOrYNGo0GtVRPbiWG32LE5bTQzTVQa1WlsYaPeIDAZYOHiAtHdKPev3adX72FftLO2tIbYEkcD0ogRI0b8gvNOnYVvF2va6/UoF8s8+KsH2Fw2EpEEOrOOrrpLeCqMWlbTaXeIx+PodDoqrQrZwyzdbpd6o45Oo+PsM2fJHGWoFWtMrk3i8Dp48fMvolap0UpadCYdjUoDuStjdpgJnQlR3agOlx4aHbmjHFpRi2SVKCaK5E/yqFQqBJ1AeC3M1MUpcie5YSH1eH14AJMt02/30Rv0JDYSNCtNfDM+pqenMbqMCDqB+HqcTruDzqzD4h2qUt/3W++jXWlTKVbIneSGh2gnOUSDiFavJbQawuAwUElXht1Mf9PFJEoinhkPB9cOKCfL6M16fLM+9FY99Xyd2IMYjXIDrU47XBT1+yS2EtgDdhzjDnzzPpJbyaHL5zjPzKMzGGwGVCoVjjEHjVKDZqnJ+OI4kdsRQmshJs9NUrtQI30/jd/pp9fu0aq2KFfKZMtZGqUGqx9apVqsMpAHoIHZtVle/NKLtGfazF2YI5fIkUvkUNVVpHfS9Do9PFMegqtByvkyyWgS0Sry9H//NP6wH6Ej8OilRwG4c/UODodjtNQZMWLEiF8AvjcO7Btf/gaLDy8yuTjJ8fYxzoSTUCh06ux4cyz76fd4kxukVq5h1VqZWJ4gF8+ROknRjrexG4aRq2aTmc/+d5+lWCyysbOBvqMnlU9x8dMXeWj5IW5t3ELQC0RjUSKbEUSzSK/boxArUIwWSe4m0YpajHYjEw9NIJklVKiYPDuJxWNh+8o2KGANWFGr1bhCLiqZCgMGwzSUbp9+vw+AVq/FP+cnfD5M9iCL2WOmW+9SyVZQaVRD0cR+hk69QzldHn7+1qh57Dcfo1Vr0aq0yB/nMdqNyC0ZUS8SPhtm5tIM9XIda8DKmSfO8Mp/fgWbz4bBbkCWZdwTbmr5GoJOQLJIlBIlzG4zWr32dAmmM+qoF+uYXCbkvoygF7CP2XnwzQdoRA2KotAqtxgMBkxfmkaFinK6TPYwS71Qx+Kx0G126bf6tCttVG0VQlmgITfQilr69JH1Mp6AB5/PRzFRpNQoIVkleo0eqp6KyZlJTDYT15+7TuokxdqZNaY901SOKjzzy8+g0WgAfqir/SfNO824c/NzsA139++iK+nQiTq6nS7dSpdzs+f4h//wH2IwGH6qz3nEiF9EfqJbmX/1r/7V6X/n83lu3759+s+dO3c4OTkBvn+x1G63uXnzJjdv3jy9TafTsbKy8pYovNHmeMTfJX5Q5vD8/DxhT5i9+3voTDoMRgPdThe9oOeR848gN2WkpvSu3utvVnIqKBwXjtGKWgqbBfSinonwBB06JHQJDjYPWHl8BYvDQqveGnYduMZJbid55vFn3jJwbh9sY5owEZoOUS1WuffCPQ62D5hfnUcxKLRb7dNlSiAcQPJL3Lt6D8WuUC/X0YpaZLMMami32vg8Pm6/dpuT2AmST2LmwgwoEDmI0E63sXgsLH14iTt/dQfJIg0PmWwSpVgJRVbQGXRY3BaSO8mhIqjRQW/Skz/KE7kZQVEUPJMeBoMBMjKJvQSdege1Ro3/jH9YytnTEvQH6Qw6FFIFwmfCjE+O8/znnkdG5jB6iKFpABUUYgUatQbPXnkWvaTnk5/45Knryx6wUylVuH7lOrFEjPnleQLBAPub++zs7yDaRNqtNuHJMGaLGavHimSS2F7fppPpIDUl2tU23UaXxE6C5GYSp9uJWqMmth3D6rBiHjfTarTod/rMhGfIR/OUz5QxSAZO9k4o18rUa3UMDgNnHzvLhYcucP/GfcS6+BN6V48YMWLEiJ8XfpTOwjfzhiq53CmDEXpCj5bQwjnhpHPUQV1XY7QYMYwZyGazFEtF7t64i+SSmLk4w/LsMomDBNGtKANlgKARaOfbJAtJSrESjqADvVFPIV5ArVIjGSUcYw4O0gccRY/4zrXv8Dv/l9/hxZdfpJArUIgWaLfbNCoNzC4zckdm7MIYklXC6rNSyVSI3ItgcVsYKAN67R56rR673Y7BaGDt8hpGpxEVKqrFKlrDMH6vVWqhmdbgcXsYeAYcbR2R2c8QfRBFa9BSTpUJnw9jH7cjmSUks0Q1PTzcsfqtNCtNBLOA0lcQTSK9Vo/x1XGMdiOCKGBxW9Bb9Oxe2aXX6RHfiJPaT2GwGJg4Pyzg1pv0iAYR0ShSSVaQLBIGqwEGoJOGnRAGiwG7zU5cF6earVLJVTCqjDjMDoqxIoJeoKk0icVjKD2FQXeA2W5G6Su0221Eo4jT5WTQGbD/+j56vR5BFKin62QzWRxWB4IgEF4IY7VbcXldGLVGNq5tENmNYHPZqJQrP/Q9M2LEiBEj/m7yvXFgb4gQJZOEyWEikUoQCoWAH+xefrMbxGgyUslUKKQL6G16Au0AlVqFcrZMPpYnF82Ry+U4d+4cFy5cOJ05tje3KXVKxHNxWpst0sdpMpEM42fHSe+liW/EcU+5mXxokna1jS1oQ6PVoEKFoBHIHmZPI+sPrh0giALBhSA6kw45JbPx/AY2nw2VSkW9UB92KTqNGMwG6vnheYRkGX7uzh5m0Wg19Dt9irEirkkXq5dXAYjei7L32h6+GR96gx6b30ZoMkQxUSRxkkAuyTQrTfq9Pp3aMNrX7DQT24hh9VpxjDvwTHtwTbgoxUtYvVZ67R7xrTiiSaSWq1HNVTHZTQwYYPPZUBSFdrWNd9pL4aSAVtSS2ctgdVtxTw+jeVvVFmqNmlKiNEwtydXotXt4z3jx+rzUD+toBM0wxr9U5vj4mIsfusi58+eI7kYpVUtkKhlUWhU2lw2ry4rT7yQRSZCL5xCMAhaPhfRRmnKtzIMHD1hdXUWj0fxQV/tPmneaccOOMI5xB7/9zG9Ta9VotVpIkoRZMhPfjLOzszMSxIwY8bfAT83a43K5uHz5MpcvXz69rVgsni6U3lguHR8fA9+/WOp0Oqdf85/+038ChgflS0tLXLhwgT/4gz/4ab2UESPeNd9rH//ezOFf+9Vf40vPfol2rk2v3EOSJJZmljDqjdx+8faP9SG+3qizdHZpWFLZV4BhmXS2liVby1JJVrjy5SsY3UZUAxV69MQzcRbGF1hZWeHzX/w8rpALs81MMp1EY9XQ2m2h1WnR2rRcv3qdUqtEMpekkW8QjUYJBoNYrBYQwGA0MJAHWBwW1Co1XaVLIV9A3VRTKVY4OTpBY9ew+vQqobkQm69uojPoEI0i049ME5gLsO/eZ++VPY6uHzH7+Cwf+GcfoNfuDRcumwl0oo5+t0/sfgzpUYlGeRgHt/j0IspAoRgv4hhzoBN17L62S7vVplPv4HA7sAk28nt5RLtIp9rh9tZtjCoj5ybPkSwmySVylNIlVGoV3qCXhx5/iMxxhiu3rjA7M8tHn/ko9T+v8/k//jx16sMhej5Ao9vgP/y//gONagNnyMn0+WnayTaOcQdanZZavoY+rEfv1ZPeTp8Ox+q+GlVVhVWwYrab8Ya9OANO2o02x8fHFONFLB0Ll3/pMrF4jKvPXWXj/gb5Zp7FpxcxmAw4/U7y9TyvvfIazVSTjz3xsb+tt/KIESNGjPg55c1xtj+sw+YN3hCJPPOZZ4gmonzrG9/CN+sjOBukmWiSPcpiXjajaBWaUpN0LY3FZ8EasIJ62EVo99mplWukd9JYzVYEtzA8AAl46dQ6FE4KWN1WfGM+rFYrckemnqnjcDpoaBoksgkGwgCNQYM76EYraSmcFIg9iKHRarD5bRisBjyTHiq5CrGNGPH1OP1un3KyTHg2jNJXMLvNNBtNVKIKyShxdPOIq1+4itVjJbQcIvEggXnNzPzSPEf3jyhFS2gGGnrNHs1yE9EgYrAahqXLKhB0wrB7QRmqmM0uM7lIDrkjozfrqWSHjiy5LzNQBlh9ViSrRHIniVqjRm/UM74yjlavJXOQQZEVDFYDg8EAi9dCp9EZLqtyVTr1DlqtFoPdwPHWMWiglquhqWvQaDXDr/8bN1gimgAFLn3qEnQhuZWk1WrRqDUonZQonZTotXu0c22+84ffwWA14Bvz0Wv18Pg9TIxNML86z+TcJAChsRCpgxSvff01QvMhLHoLd67e+an0G4wYMWLEiJ8e3xsHZjQZqZVqwPDz+hsiAvjB7uU3u0HOLJ5hfXedBy8+IDwWphqr0mv3hsJPjxaLzsKffe3PiMVjp4kqH33mo2z/b9u8/uLr6C16VIqK6P0oaklNJVU5vZ6Or44PzysOsgQWAohGkVp66OgZMKAQK1Av1KlkKwiigHPCiSAK+Of9VDNVKpkK6f001XSV4GKQ8LkwA2UwTPyoDp1FzcqwL7DX6tGutYdu4YMsc++bw+gw0u/2Ob51TCVTGcbzyzLlUplcOke33sXtd5M9ytJutIfiVkmHoBeQOzK+WR9aUUsukqPX7lGMFykkClg9VpSBQmuvRXwjjqgXcU24hq8vX6Nda6PWqOnTp9fp4Q/46Ta6RO5G6HV6mNwm6vk68c04jVIDz7SHyJ0IY0tjUIfGUYNGoYE9YKdUKlHv1JnwTaDkFE52TohGomytb1HNVynGi7gn3GQSGaJ7UWr5Gi6fC62opVVt0av1WHtsjXQpfepS+0Hvi58G7zTjVmtVPBMelleXv+++3Ub3bZ11I0aMePf8TPPhHA4HH/7wh/nwhz98elu5XD5dKr3x78PDQwaDwfctlrrdLnfv3uXevXujJdKIn2vW19fZjm0ztjRGrVUjkoogSRKBhQDbm9uMBcd437n3sZvYxRayYbPZyCfy7ER3fuwP8VaLlcxJhtDkUFkk6AQ8YQ8BdYBsIksv3MOGjWqkis1qY352nrWVtVOnX7lSxjvm5cGDBxTKBcwGM06bk06nQ76WZ//ePtgZDlXRHM8//zxLi0sgw3e++B1a/RZakxZnwInD4aCar1Ir1Bi0B0TuRCjlS5x/+DxKU+H6N69zsnlCMVVEtIqYHCaUgUL2MMvR9SMA9l/bxz5mx+gwUsvW6LV6+Gf9GC1GGsUGdpOddrGNPWCnUWxQzpRRqVTQB5PNRHA+yOTZSTwhD41cA7RwbvYc927fI7OXoRQt8cyHnqHb7dLMN3FPuplcmcRkN1Ev1UnEErTqLfQDPXfX7w6Hmc0bOGYdfPD9H+SFr71Ab9DD7DdzxnuGyIMIMvIwvq5aRO7KGO1GqnKV3EEOvVGP3W2nU+xQOC7wvofex9kPnOXFGy9SV9U5untEs9JEZ9CRS+SI349z+ZHLnDt3jnPnztH+YpttcRuv0Ut+N094Pown5KGQKvDKa6/w2OJjo0OgESNGjPh7wJvjbH+UrPo3VMlOjxOb08aNKzcwG80oWQWP10MlPox8axlbmBwm4gdxvLNewnNhOq0Oqd0UgkZAUAQcXge1WA1H2IFiVhAmBbY2tsgas5jPm6EFiWSC1H6KXqWHVtKCHpLVJAafgXa6TWY/Q6vaotvtMhgMcE25KCaLuCZcmBwm9q/vY7QbcT3tollqsvfqHs1+E1RgcVpQa9WIJpHd13d57XOvMVAGFBNFHD4Hs6uzHN07InI/wvHhMeVMGf8ZPxqdhoFqQDVXpZarIZklhI6ALMt0K11SWylMbhOooJQoUUlVMDgMw6XMtAe9WU+73iZ7kKUUL+EMOPHP+4cLOJcZySoh6ATKqTLtehutXotjzEHhpEByO4loFDFYDOgMOmrFGtmjLJ5ZD3q9nsJ2gZ6nh0bQkM6lSSVTqNVqFh5dIDwdRitoie/G2Xp1i8ONQwRJYHx5nDNLZ1CpVST2ElTjVVq5FoPegHOXzzG1PMVuZJdWvYVkkhC0Ag994CFufO0G2c0sxoAR0SaOugJGjBgx4heM740Dm56d5ubtm1RnqjQbTSRJAn64E/XNbpCLj1xk/2Qfh+SguF+k1WzhnfSidqhxdBwsXlzEODDy6t1X2djawGw1EzmOcJI74fxHzzO7PMvWzS2i8SgGtwHPlId2vY1zwonJYaJdaw+j3Cot7H47nXrndMnSarRo1YaOnIEyoBgvDt3JBj06g45ivIjBamBseYxGsUH2IEutUKPf7WOwGihEC3Q7XebeN0fkTmTYcdiV6Ta7vPLHr3DhVy4gWSV8Mz6Se0kkq0Q5VaYQLZDYTGCwGDj/zHkUtUI2niV9kB66ozwWzC4z9oCdo1tHDAYD3JNuXBMuyokyyb0k9fzQKVTP1dH4h0uswkkBtVqNzqijVWmx98oe7VobySIxfXGaaq5Kai9Ff72PPWjHZDMNe50mXNRzdaJ3o0yNT2Ebt6EaqOiqu2RiGdSymvNPnEcv6knsJLj18i36Sp9zHz6Hw+0gfhDn5P4Jmy9vMnNhBqvbSjlVJrWT4szKGWbPzpKMJkmkEliMlp+JQ/nNaT7FUhG5KpNaT9GwNnA4HKfzyu//p9/HP/Xue0FHjBjx7vi5Kxmy2Wx84AMf4AMf+MDpbbVa7S1upTt37rC/v4+iKD/DZzpixI/O/fX7VHoVBvkBJocJq8NKs9Eklo9R7VXZ2tniNz/7mz/ywc8b/KCIvDffZ3VxlW++/E2a9SY2lw13yI1G0FAulNF0NPyzf/rPfqgqw2a1sb+7DxaYW5kjnR0WQ4sakVa7hUpU0aePqBfxTHkoFAp88Y+/yOTCJLZxGza9jdxJjtvP3sYT8mAwGmiWm5QSJQw9A6GxENVslV6/h2gTsfqtpE/SyH2Z9EGaO395h4PXD06fz/Qj0yh9hVq6hmvchdJThiqieg+7106v06NVb+EVvXRbXRiAyWqi2+hy8WMXufv8XVQqFb5JH1VTleJRkVQhhWvGhSzJqCZV+Ff8fOXzXyFTyPCpz3yK4HTw9PFr0zWu/uVVSrkSO9s7WHwWaq0a5XqZr//Xr1Nv1Zl/cn5Yqjnuo9/tkznJUK6VUVvVqAU1Lc1wsWbWmGlVW4wHx9F6tLjOuPhf/8X/yue/+Hke+8hjOPwObl27RWw3hqIo+Lw+xh8dx+12n/5++/R5/0ffz+pDqxxsH3C4f0hqI4XRZGRpaQmH0zE6BBoxYsSIvye8Oc72nXizKlmj0TA2NobaqGZmaYbUTgqzaKbaqlLOlskd56jn6ly4fIHVx4exJsnjJIPGAJ2oY/PuJr1Cj6c/+jTlYpnMcYawPcz9g/vEH8QpRUoM5AGCSmBqYoqDwwMkiwQiVOIV1Go180/M0260yRxmiK3HKMVKVFNVfLM+cpEcWr2WseUxMvsZjm8do8gKngkP8c04nc7QzbP9wjYv/9HLp68xfDaMe9qNyqhC59ChM+qwtqzobXrmn56nUWwgWkVapRYbz21gdpnRSkO3cKfRGQrYVMO43G6ji9yT0eq0jK+MI5pEFFnBHrTjnfFy/QvX0Uk6dAYdkkWi3+vjCDpQC2oMtuHs06q0QA0MILGRIDgfRNSJFHIFTu6d0G116Ta7iH6Rer9Oc79JNB6lWq3SqXTQW/S0ai3K8TJOpxO9omdxbpF2vY3RZ+T8x84PVeCClqWLS0Q3oxxePWTWPYvD7SAcDlOpVDjePsbkMGEwGjjePWbQG/CZT3zmR+7fHDFixIgRf7f43jiwmYUZkvEkN/76Bl2ly+rS6js6Ud/sBrEH7OgGOlInKSRFwh60I3pFZFlmYmICQSewcWODaqFKr9xjeXWZnJzDFDbhGHfQrDe58fwNRIuIb9YHqqHD2TvtxR60k9xOopN0xDfimBwm1Go1jWKDTrNDv9NH7suoVWqCS0H6nT6ZvQwDeYAj5KDb7OKeGca/VVKVoeh03o9KraJRbJA7yg3FI5kaB68dnIrVXRMuLv6DiwB4Z7xY3BYapQatSot2pU05VR5Gx017aXeGCy2NoEEyScOeo3SVsbkxEhsJNFoNZ953BoNt2MPjCrmweC1sv7RNr9VDNIs0yg3K6aGopV6o0411KSVLoIaJCxN06h0URWF8dZzQWojsYRa9ZdgFafFY0AgaBoMBJpcJ45QRt8dNIV0AHcw9NofSVSgqRfJ7eZKHSUxeE7Nrs7jH3YzNjTF9aZpcOserf/4qxXiReqaOxWzBbrEz6A7Yu7tHX+6TOchQi9R+6g7l703zCYaCp+6jUDD0lpnlvfSCjhgx4t3zc7dEejvMZjNPPfUUTz311Olt9Xqdu3fvni6XRoz4eWZ7f5u2rc3awhqSSTq9veVtcT1+nZ39nXd18APvHJH3xkX1jWFv52CHRr9Bs9f8ofE238vKwgrP/+HzzL1/jtBUiE67Q2wnRqlSIn2YxmAxcHj7kNWHVrF6razfWqcpN9E6tQQ8AQbCgNBkiHwsz8HtA4L+IGvn1yjbh2qerc0tWukWU2tTZG5naHfaSHYJg83ArS/dohQvnT6XM+87w9SlKeqFOjanDaWnYHVZqeQrZCNZlp5Y4v2ffT9br2+hs+nQGDXUC3WO7h0RXg5jspuwuIYZv61ai16/R48e1+9cx+ayEVuPMRuexWAcKpfqm3WK6eJblkhmuxmTy0RkL0LZWKY6qLJ/so9/2Y+sk3F5XKgEFeVcGYvPgm/KR/YkSyFewOK0UO6WmQvP0e/3qefrDLoDTDoTvUqPy5+8fOr+8of8TE1NMTU19Zbfx9HuEen17ypp3vhaQSswvzrP/Or8D/zaESNGjBgx4g1+kCp5bGYMRVKw+Czoujq8Z7xEN6IMOgMYcFqwrDfqKZfLLJ1bYuf2DkJbIL0+FMF8/MmPMz8/z7/73/4d0XIUp9eJ0WQkPBnm6ktX0Zl1HG0cobfpUavVrD6zimgSKSVLtOotxlXjxDfjJLYS9Lo9jHYj3hkvB1cPyEVyqDQq1j6xhmSUiG/Fycfz5CI5Nr6zcfp6Zi7N4Jp0odFqUAYKkl0in8jTqrbwzniRzBKtagv60K61aZabSDYJh9sx7EIqNWmWm9TyNYxqI6JBhAGIJpEBg2EXUb1NLVdDq9eeLp/0Vj02n41SokTuOIfNP+xmaJabVDNVEhsJ7AE7Nq+NZqFJq9Si1WjRqXV45NcfQWkpZA4ySDaJHj0s4xacaifUYHphmkQ8wY1nbzAxPsHM3AzJbBKX14V/2Q/q4Xyo1qhBAZ1Zhyvowuvwko/mqZ2psbq6ijPhJJFKkIwmKR+V+aUP/tJogTRixIgRv8C8XRyY2WxG3VBj6ptQsgqi/Yc7Ub/X8WxWmakX6iRqCTRODdqalrHxMSSzxN7uHvV2HYPLwHHkmNdeeY3Zi7N4x73ceukWvWYPWSczc2kGz7SH1G6KYqJIJV0Zdiqa9JhdZorRIg++9QBREqkX6giigEqjQqvXYh+3I5qG3b/2cTvJzSTRB1GsHisajQaT04TvjA/7mB2VSoXclxF0w9i7/Eme/Vf3T1+bf87P07/7NI1SA6PDiFavpV0b9g06gg7kvky/2ycfy1NMFbn117fwT/vRmXTUC3Ua5QYMwOqyktxJsvrxVVwTLuSeTK/dQx4M/+2ecpPYSqDVa3G5XfSaPWIPYrRrbTwzHqxeK0sfXKLT6lCKlTi+dUwhWkAtqEnvDSP69BY99qCd/EmeYrzI5PlJNFoN2VIWySNhm7ANF13NNs1qE8+ah93tXfQ6PbaADbkrc3D/APRgc9vwhD3snOzw4X/8YZYuLhHZiWDCRKPc4GDzAJPKxDOf+sHvix9F2PxeeHM391t6kM6UufHtG6yvfzei7t32go4YMeK98XdiifR2mEwmnnjiCZ544omf9VMZMeIdqVQqaO3atyyQACSTxEA1oFwpv+vv+cMuqte/dZ3J9UnOnz9/OuxNrk8OXU7JH83l9Abz8/M0cg2uPXeN6HEUs204LN5/9T6yIuOYd4Aazj15jvhBnMxhBqPDSDKSJOALMDY3xtLZJdRqNVtrWzRSDQ62D7hz6w6ddgedWYd7yk29VUd0iIiKSKvW4uC1AyrpYTazSq1i5fIKWknL+nPrKD2F4HQQs8OM1WWlXWsPD3aMIp1OB4PNQGQnwvjSOAaLgVKyhN1nZ+vqFs16E1ErcvPrNxHNIgNlQClTol6uI1pFNG4NN27doJgu4hxzEt2OMvfQHDpRB0Cr0ULpK0OreKdLVa4yvjpO+GyY4zvH2Pw2ZGTklkw5WsYasGLz2IhuRamkK9gddl780xfRm/XodXrMBjPRXBRNU8Nx5Jhz5869KyXNSHUzYsSIESPeC2984M5P5HH5XW+rSk4cJshms5xbO4ff5+fqzasUl4cRce1GG1EUySfz1JI1fuc3foff+I3feMtjPPPhZ/gvX/4vqFFTrVR57q+e4/DwkJWPrNDeb5PYThA+F6ZeqlMr1qgX6mi1WtwTbjr1DoJOwOKycHL3hGa5id6oZ+mDS/Q6Pexjduw+O5VshZf/6GUqqe/2OYwtj6FWq0ntpAjMByglS6i1apK7SWwBG/55Pyf3TohvxFFr1NTyNdwTbtY+toYtYKPf7hO5HUGyDec20SCik3TsvbqHfdyOWlDT6wyj5rR2LXJPxuqzUjwpUk1VsaxaUKlVHLx+cOpYqhfrlJNDV5fclQnNhTA7zbQaLQrxAm6PG5vHhlqrptvqMn1pGq2oReko7L+2z4XzF3jml58hkUjw8vMvUzooMeudpe1vs5vcRbJKmEwmur0ujUoDRVaQdBK+gA+rZCUUCL3l8FBURMSWyKc/+OnRAmnEiBEjfsH5QZG3/+TX/8m7OuyXZZlz586xsrJCNp2lpWphG7fhmfQQmAmQT+WJJWMU00VMLhPIML44TrVQpd6p09nrUClUmDg/gayRcYfdeGe8CKJArVAjsZXA7DHDAOSeTOhsiOO7x8Q2YtQLdVxhF+4pN8HFIJVMBaWvcHD1AGfYycL7F5D7Mja/jWq+SvR+lMUPLuI74yO5maTX6TGQB0TvR98iVHWFXVz6zCX0Zj3N8jBGvtvoktxOosgKgiTg9DkB6DQ7iEYRuS9TL9bpJXtUshVMbhOSSaKcLqMShsKRfCQ/TEzp9pB78jBCVxnA3wQqPfSph9i6soUyUJh5dIbx1XFu/8VtqvkqGkGDxWOh2+5ydOMIySxhC9iwuCzDSL9Ei/hOHJ2owxvy4pvwcXD9gNBSCJVORXQritaoRSNoMFlNGGwGOo0OjqCDRqVBJVGhV+/RqrVQegoqWcWZs2cw281YPVaEjsDZC2fR9rU88/gzP1Do/KMKm98Lb8Quv/msC8DmtOEKud7Sc/Rue0FHjBjx3vg7u0QaMeJnzbtRXJiNZgq5AtViFYvDcnp7tVilkWvgMrre9eP/oIsqMhjNRu48uHN6UX23Lqc3v8ZvPvtNNAYNJrMJuSmzH9kfDk8mkZUPrSAoAkpV4d6r9ygUCuitejxzHkStiMPoIBPNMDk9iclqQpREvvjfvojOocM542TAYNh95DQB4Jny0O/2+Yt/9Rc0ig0A1Bo1E+cnaFfb9Jo9vJNezA4zZoOZhYcXMBgNxLZi1I/rOM1Oju8eY7KbsBltHN84plQs0a62qVfqWPwWdBYdg8GA3F6Ofr1PLpVD0ku8/x+9H0/IQylfwqwzk86kkTsytVKN3Tu7mOwmFFmhnC1TTpZZnFqk2+uiFtWMzY7RKDXIRDK0+21mz84iBSTajTaNQoPgmSAmwcTJ/RMyhQzpeBqb3cbiuUVmZ2Y5s3gGl8fFnZfvsL6+/q6UNCPVzYgRI0aMeC+srKyws7vDrW/dOl3IlHIlDu8covQVOrEOZsmMVW9l9fwqZpuZ6FGU17/y+jAuptFFo2i4n7zPjGuGT3/608B356P76/d59dqrHEYPsQQsmFwmCnKBnqbHzo0d1j64RrvWRtAJZI+zSGYJ0SCiGqhADe4JN0pXYXJt8rQ/aP7984RWQmQOMqgUFXJH5vZf3n7LAmnq/BTji+MIWoHEXoLE/QQmlwnvrJd2vU232WX9ufVhBIzTxNjyGDsv7eAIOZC7Ms1ik0a5gcFuGMb16HQc3znGEXBgcpmweW1oVBpklTyMylOrqGaqVLNVrEHrsEz7JIegFei3+/Q7fVr1Fv1OH5VKhSPooJaucXz7GMkmYbaZGfOOYffZaZfawy5Jg5Z2u41W0tJpdyjEChgvGrlx6watVgujxYjer+ezv/ZZ/m3k31Jv1tHpdIxPjZ/+HLqdLrt3dqkVaziWHXz0mY/S/kqbK9++QqlSwm618+QjT/LRZz46WiCNGDFixN8D3uuZwBvU63UODg6wWq0Ui0U6QofHP/w46xvrRHeH3UaKTiGXzlFOlem2uxRjRXwhH0aLEaPdSHInidFuRGfUodaoycVy2MZsSBaJsaUx9l7bY++VPXSSbuj2zdfo1DrMPDJD5E4E/xk/Vr8Vi9uCZJG4+9W7WDwW1j6+htJTkPsyztDwnOHF//ginWqHTr2DTtJRzVXZfnGb6N3o6WtafHqR8bVxjm8PHT96k55GuUGjMIzOm3hogvHlcfRmPeVkGavXytSlKVJbqWH3oU3CUrCQOcigN+uppCuYnCbUmqEgpNvoogwU9EY9Vp+V9H6afrcPA7AFbOgNeo7uHmF0GLn+Z9fJRrK0qi2cYScmu4lWpYXVZ2XlIys0yg1KkRIemwdjyIhWq2X3zi5GwYgoiHQbXSwWC94xLzu7O1RLVZBBgwar00qmOozYVwYKglFgbHKMgTIgsZPA4XCw/vI67rD7XUXYvRu30LvlzbHL38v39hy9217QESNGvDdGS6QRI94D71ZxsbCwwK2dW9x74R6ukAuz3UytVCMfzaNX6Zmfn/8hj/b2fO9FdTAYUEoNHTWSQaKUKNHpdBBF8T2/zjeGgg9+8oNs72/jmfcQ1oZBDVvXt0hH0vTqPWwmG812k6Unl6hWq1QL1VOFbbFU5P61+4zPjPPSX76EIimELoaIPYhhcpmGHVFeK+16G4PVwJU/vnK6QNJKWhaeWkAySjTLTcbXxln94CpyS+bBcw+oZCp0LB2ONo9w2V1cPHsR34SPRCqBW3KzWdsk18zhCruopCv4pn3ozXp63R6eCQ9OixNZlpm7OEd4MQxAq9VC7suE58Pc/PZNZmdmcQpOcpEcg8EAi86Czq7jN3/pN/nSV79Evp7H7rZzcO+AcqaM3JLJKTnUGvVQcYSGHDlOtk8w2o0Y20YuzV/iiV9+gla1hc/uY3ZpFo1Gc6qo+eyvffZHVtKMVDcjRowYMeK9UCqVmJmeQdJLRBNRXrryEk11kyc+/gSzc7NUy1WykSyVZIWbL9zEO+nlsScf47UXX2P9xXXUfTVzs3Nc/sBlPv3pT2MwGN4yH8mijGHawKMXHmXn7g7RwyjzT80TXguz/sI6pVQJo8OIzWVDckrUS3Wyx1nqhTqOcQe9dg+r2Yrb4UbUidQyNbQ6LQzA5XNRzpe589U7JDYTAKhUKj72P3+MyQuTSFqJRr2B2Wfm4OoB44vj5BI59CY9WkmLY8yB1WsluZ2kWW2it+ixeq3Da7csI3fl0wMqg92AWqVmMBjgm/PRKDfQSlr8c34sLgvtxtANXUlXcI45adfaRB9E8Z3xET4fRukPJccWj4VyskzyQRJVU0W/12f+oXmMgpFWtYVoEFH31Wxc38A37aOeq1M4KZDZzaDqqqhTRyNqsDqsRGNRssksX/3aV5H7MjqdjlwkR22+htluBkDuy1TyFUqxEgufXuCbz36Tk+IJFz504XRWOIme8M1nvzlyIo0YMWLEiB9KPp/n1VdfJZ6M02g2WF9fp2/q4+w56dGj1+yx+eImOouO1GEKRVYwOo2cefQMRpuR6IMohzcP0eg0aDVaNFoNwYUg0a0ouUgOi9uC1W3FGXKS2c+Q2Br2CjlCDox2I7VijX6nTyFWwBa0IYgCFp9leEawOo5W1FJv1LG4LHQbXYxOIxaXhVKqRHA5iMFqoHBSeMsCKXQ2xOOffZxSqkS8FacUKyF3ZJr1Js6QE++sd9htqFGTP8mTP8kjiAJ6ix6zx0w5U8Y+bkeWZaqZKpV0hX63j81vo9fpIVmHXVFacRh3mz/Jk9nLUIgXcAQdbL6wSavUollocnzjGKvfysJTC2hFLWb3MP2lkqngm/XRqrXoVDqM+8aRDBLdVhev30vUGKVf66PpagiNhWhUGqTEFIpGQStq8U34GAwGdDodCokCGy9v4Aw6kQwSxWSRVrmFUldYemxpeP8fMcLuDd6NW+jdxt6928SVH3dJOmLEiHdmtEQaMeI98G4VF+dWzpEsJXGNu8hmsyTjSYwmI/Mz8+Rjec6tnHvXz+HNF9WBMqCQLNCsNoFh5JrNbnvHBdI7XcjfGApWH1rl+OiYm9++ydTZKWweGypFxeHVQwJTAbLNLKH5ECcHJ3R6HerVOuaHzegsOiSHRCvfopVpcXj/EPeSm9iDGLV8DYvfgmN8mHncbQ3jVz74f/ogya0ktUKN9/+T9zN5dpLUdgpRENHatKeZwOhh9/4udqedZqWJqqfiS5/7Eh/6lQ8xvzBP8KEg6aM0Zxxn0Og1JPeT5I/yuCfcIA9/Rtdfv87cyhxGi5FWo4VklNDpdLSaLRwuB3JdRifr8Nv9LEwvfHc5c2GOc+fOsbm9SfRelHQ0zeG9Q4KTQTxOz2nJZbFQJH2YptfqkTpIsXJphYEw4MzFM4Rnw3SaHY63j3EmnIRCoVNFzbtR0oxUNyNGjBgx4t2STCZJpVJoNBpCoRAmk4m6UufShy9931xz7VvXmHRN0q/3KSaKPLLwCP/Dr/wPb3uNeWM+uvD0Ba7evApmqGvqmKfM5Mt5VD0V558+TzPfJLoRRbJLHN85xjvvHQpI1KAz6GhWm0TvRek3+1QKFZxOJ/HDOLf/6jaR2xHMdjN9uY9klwguBkntpgivhXFMOqhVatQHdarZKnqDHq1By+HdQ3QWHcsfWaZda2P1WU8PdqL3owzkwXAJNO6k3+3TbXYZ2Ad0Gp1hJ5LVSKfZYfrSNNlIlsObh6gF9XBRk61QjBXR6XU4x5yc3Duhmqvim/MxkAfDbilRRyFaoNfqoTVoqVQqWDwWeskebUubVrVFbCdGIpeg2+nS7/apZqo0qg16jR7huTA9euhEHYJGQNPX8PTHn2YrusVh5BB1T83269vEj+OElkKYrWYKiQLleBm/5GcwGPzElMIjRowYMeIXm0wmw1e/9lUypQwGu4F2v01ZLNNutWklWiw9toRvyken1GH71jadegf/nJ/QYoip5SlEScQ35ePbf/xtog+ieOe8SAaJ8FyYdrVNaiNFw9OgUWuQPcrSrDSRZZnQ+RCOgAOL24KgF3AEHURuRdh+cZtCrIDBaqDf7WNyDh07nVqHrrGLaBRplBqYXCbS+2m6zS7tRpvxlXEG8oDbf3mb4FKQ8NkwrWoLh9/B+MI4Y4tj7N/c5/D64WkMLirQm/RUMhVsPhuKolCMFpH7Ms1yk0qmQmw9ht6ip5avoZW0pHfTKAOF3GEOW9CGWqWmnClTOCnQ7/QxWAzDpVCzg9yU8Ux6QAPnPnaO8cVxYtsxBsoA54ST/Wv7KAOFTqmDU+tEK2hRZAWLx0KumUMn6Yhtxahmq2gtWvrVPtaWlWazid6gp5Qddk0O5AHeGS/ldJlavoaAgGSQ0Ov0LJ1fwhv2kj3Kou6paZQbzC98v8j57c6ONrc3Of/ht58f3uwWei+xd6PElREjfv4YLZFGjHgPvBvFBXzXLbKb2MUf8r/FLbIYWnxPbpE3LqrFmSK9Zo9OowNAs9GkUWvw5JNP/tD7/ygX8mKpiFqr5uadm9QGNSSTRClaopasIXQEHAYH6paaw71D8sk8RpuR8TPjOKwOUpspeqEeakVN9CiKvqHH4/JQiBaQnBJjy2NodBqsXuswUsZlolFsYHaaeeqfPkVyJ4neoqddb1OMFVm8tIgj4KBcLJM5yTDoDYbDYrmDRqvB4rOQjWV57ivPsb+7z0Rogs37m1gmLHicHj7x33+CfDxP+jhNNpKlXqnTrDSHz9fuYP/+PoJBoNls0ig2yO3nEBF5eOlhlLLytsuZtZU17u3fI72XxqgzMr8yj8lhotvqUigVUCkqxKqI3WXHaDGy/PAy7Uabk+MTEEDQCjSqDR6sPyAYDL5FUfNulDQj1c2IESNGjPhRGAwGRKNR8vn86W1+v5+NnQ3cYffbzjWeCQ/dcpfF+UWeff5Zbt2+xQsvv8BMeIbLH77MuXPnTj/4r2+v4xhzcBw7ZvtgG+uEFZ1eh2XMgiVjYfP6JpNrk0yvTNPOtVHUCrGtGJV0Bb1Nz9jCGOV0mWK8CMDUo1P02j0yuxms41ZsXhvOcSdyRx4eDDW62P12lJ6CJ+ChX+tj99rRarX0a30kk0QtV0MeyCw9skRwMUj2KIvJYULuy7QbbRRl2Fck92W0ei2OoAONoKFdb9Npdigmirgn3RRiBer5Or5pH+ntNLGNGLlIDtEgYnFb0Gg1NKtNtHotFrcFs8uMSqOiWWiSr+aRzBLeaS+yLDO1MsXc/BxqlZpcJEePHl1jF6/di6AVKMVKtEvDGN9ep4fFa6FcLXP43CG9Uo+LFy6ycmGFz936HMlqkjOXzjAnzrHx+gb3/voeBoOBtfNrTK5MMuGY4Fvf/hZ5dZ4763eQJImgP0gwGPyBc+uIESNGjBgBkM1mef3118mUMkwsTKAICtVcFW/ISzQSJXGQQD1QM3N+BtEu4vA6EOwCzjEnFoeFcraMaBRRqVRYfVbqL9Ux5oykDlKYzCamlqfYuLrBycYJueMczXKThacXhksclZq5p+botXroTXq8s17krszJ3RNa5Rb+M35UGhW1XA3HuGMo7EhXcIacqDVqFFmhWW6y8fwGokHEO+1l5pEZmtUmtVwNjU6D2W7GaDai0+q4/hfX0Rq1LF9eppQsUclUKKfLmJwmzjx2hsBigFq+RnY/S/4kP1xk2Q2Y3CYG/QGpnRT2cTs6SYd9zM6AAfEHcTSCBrPHzPjKOLagjdiDGM1ik16nh6JTcHgcCDoBvUEPCvgmfGSiGdrlNmqVmna+TdgRxj3uRlEUNDoNfXOf6q0qglpgOjSN2WnG6DJysHPAzks7OKecdKUu+UQenahjfGkczxkP8c04RzeOqBVrqEwqnNNOjCYjd168Qz6bZ2JmgnNPnsPtdr/lXAh427OjSDLC4OaAyTOTaDSat7x33ny28V5i70aJKyNG/PwxWiKNGPEeeDf5rPCTcYusrKxweHTIjWdvYLKZkIwSrWaLRrXBfGj+HS+q73Qhv3v3LpGjCPVcneXHl7EGrVgnrMhtGbvFTrvSpl/qo7PqkPUyGrMGu8fOoDnA4XXgDXhJRVMc7xzTTDexhWy4bW5SkRTLDy9jD9rZ+NYGh9cOmbo0hdFmpFVpEbkToZqoDlW0kQInt04YC49x9tJZnA4nd+/epV6pI3QFiu0iBo+BladWcAacJA4TxB7ESO4m2b6+TSaWYc41h2vMhWSSCC+GCS+GmUpMcfWbV2lX2iQOE9gDdgSdQCFVoJwrgzyMpQl4AkRLURZDi/zmZ3/z+35P8/Pz+Ew+7t28h9VlJXuUpdvqIrgEBJfAmZkztGfaPHjhATa3jXq1Tq/dGz7muB2Pw0O72ubB3gM2NzepRWs8vPQwd+7cGbmIRowYMWLE3yqdToeXXnqJ/cN9mq0mBsnA8uIyq6urP3SusdgsPP/N5/n2q99GMSkEzwfR6DRE4hH+4+f+I5dPLvMrv/wraLVaypUyaCGei6OSVGgEDXqTHr1Zj3faS+Ygw/HeMeJAZGx6DHPQjNllJnInQiVfIXIngmgQQQ2rH11FEAWyh1kMLgOh1RDJzSStYgvJIOEcd9LpdNAKWibPTNJoNNCoNCw/vDzsQzpMsP7yOnJfRrJLWH1W1Go1Or0OlUZFp9ZBo9FgD9hpVVtoBA2x+zHyx3m0khaVWoVW1OLwO3BPurG5bUQ3onQ7XSweC4IoEJgPDOeHeAG5L2P328kf5fHN+NDqtMMDlQEYrAZcYy76/T56Rc/MzAzeKS/JvSSyTib0RAhvaKgQzhxmMOlNRDejnFk6g1qjRo+ebrGLRbJQq9fwjfmIHERoD9osP7qMa8zF5MIkT3ziCarFKvdeuHfqdq+Wq9zevs3cU3NYg1aajSabB5sUCgVWV1ffdm4dMWLEiBEjEokE6XSaRCqByWHCM+5hY3+DnY0dao0aBo8Bx7SDTqVD/CjOoDegWqwiOkTa9Ta9dg+zy0wlXyEdSTNQBlg8FtwBN7H1GJnDDJJDQi2o0QgajA4jolEcijp0WvRGPTpJR7/VR61R06w0cYw7UGSFzGGGer6OPWAnf5LHEXLQ7/bp1DsUogUEnUB6L41Gq6FVblFJV1ArajQaDSuPrnDtq9conBSoTFXQarTEdmL05T4Pf+JhTA4TxViRQqIwdA+nK6g1w/lBb9LTbgxFrmpBTa/do5QoUcvX6La6mN1mzn/yPL12j+R2Ev+8n/HVcZrlJmpBjdlpRqfXEXsQ4+jmERPnJhjIA3wTPiRJQukqDPoDRFFE69AyvTyNklfoNrq0ai0Eo0CTJpmNDPV0neBYEIPJwNknzrL28BonJyf8wf/nD4adRqUaZo+ZmYszeKY91PI1eu0eC+9bQK/W04q3uPzRy7zynVdInaRYeGiByx+5TDAYRKPRUC58d8EDvO3ZkdyX+dZff4vtzW2WV5eHt8ky25vbXPnWFXxmH3/yuT8hGoniXhyKlfq9PgfbBxzuH9KoNyhkCnyt8rVR4sqIEX8HGC2RRox4D7zbfFb423eLDAYDzsyeQdAIJFIJqpUqTqeTJ5988ke6qL6Tm+q555+jL/TRqXXY7Db66j6KoCAZJHZv7hK5HsHpdfL0rz3N0d4RB/sHLF9aRhRFNl7aIBAKcPZ9Z5FbMiqPisPjQ4qVIiqtCkEUcIw5qOVqXP38VWwBGx/6P3+IVrVFYiOBqBapxIfKH5VKxbnPnkOtqIkdx4YDXq9PfCOOolFYenqJpUeXUKvVmF1mtAYt8fU4tjEb6oGaWrFGMV9ElERcHhelbIn4YZyTBye0ii0OO4cUi0VcEy663S5GnRFRKxJ6KgQ9cI272E3snqpj3rBx37x7k7/+5l8jSALB6SCCJCArMpHjCGJRZObhGRx+B9l2lkaxMYzdqzYRLSLjs+Mc3j6kXqqj1qtBA8cbx6ibatKNNN+48o0faOt+N/R6PW7cuMEf/ec/4sorV0imksiKjE7SoTfqsRls/Nqnf41//s//+du+Z0eMGDFixC8G7XabL3zhC8Rz8WEXodOKrJJ5ff11CsUCFqPlB841+7v7RJNRZi7M8PDHHsbisADQqrfYuL7BtQfXmJ2e5fz581iMFq7cvcLAOUCj11Av19Fb9TAANWosLgvRrSidYocLly6we3uXSryC0+ZkbHYM54yTg40DxLaIoihIZomBMsBgNbB/dZ/154YHGXOPz3Hh4xfo9/oYtUZWL6xy7bVrpI5SPPfHz2G0GZFlmdRRahjBq1VRjBYx2oyoBTX54zw6gw7vrJfUdgq7z45rwkXkToTsQZZ+u49oHjqM3GE3/XafXrNHu9SmlCgRmA1QzpfZe20Pk8uEWq1Gq9cS34jTqXcILgZpNVoYjUZKmRJ6i55eu4eqoULsiJjtZjqdDtVOFcWiINklqtUqaIbzonfaO4zazbZYPr+MJWAhNB0CYOvG1tDRDBjdRqZmpjDoDRxvH2NymDAYDciCzIvfeJGLixfpaDvMr81jNBlx+VzD3523dRqn+4Pm1hEjRowY8feTN1zLmUyGRCLB9s42ikGh3C5z9epVVGYV5z56jnqjTr1SH3YVhlxsvbBFYjvBox9/lI7S4WT9hIqngiIrqAdqdIIOo8WIf8FPrVBj79YehqoBURIxuowElgL0WsOljDVgpd/rs/vSLmpBjU7S0W13MdgNWHwW6oX6sBfJY+Hw2iF3vnIH/4Ifz6SHRrHB8e1jjm8eo/QVVi6vMHl+kkA4QL1Sp1FqoLfo0Yk6ErsJirEirWqLsfNj9HvD3qVet0e33aXT6tDr9Nh9ZRdFVshFcmSPstSLdUwOE3qzHvekG6vXSjaSpVVqodFq0Ek65K5MaDWEe8ZNaitFo9RAtsjYfXbqhTpHN49wepx0m10YgNJVsDqs6A16TBYT2b0sTslJvBanUWwwEAb0pB5yV6ZeqNOqtmjWm6hlNc6Yk3wtT1fVxT3jpi/26fV7jK2MgQaiG9Fhcs0AQg+F6FV75HfzzK/Os3F3g+nladZW1kikEhwcHZy6lh1jDta3h7PX250dnXvkHA9uPeDbX/k23UYXi83C7Zu3Odg+wOfxcf4j56lX69zevs059zk67Q6vvfAaiUwCV8hFYDKAYlDYvLvJV7/21e87/xglrowY8fPFaIk0YsSb+FHL/n7W+ayDwYD9/X36/T6hUIjp6WlmZ2eRJOlH/h7v5KZ69fhVpi5MEY/H+fp/+ToWnwXBKGA0GolvxyllSjx8+WG0Oi2CWsAqWjnZPhmWN+oGPPvnzyJ3ZIrJIga7gfHJcVwTLqqJKsVEkZM7J6x/aziQlBIlXvuvr+GecKNSVFhcFsK+MHOfmuPui3c5vnZM9iBLV+5SyBbodXroDDosbgsqUUU2lcXj91CtVtEatUydnSJ/kGdmaYajyBHHd48pp8qoUdOsN6kX67gCLqxLVk7WTygeFmkX2xjsBgKrAcKzYUJzIfbu7pHNZvGH/KxvrzM/P8/v/X9/j7v7dzk+PkZj1HBh9QIqtQq1Rk1drtOutmkX28N4ml6P6HoUo2SkWW6itWgZWx0DLXT7XdqVNpXjCp6gh8WHFtENdEiS9H2Lq/dCr9fji3/+RX7/D3+fSCJCvVpHa9ISngszvjaO0W6kmq7yF6/8BffW7/G5//K50SHSiBEjRvyC8vLLLxPPxZlYmMBoNuIaHzp031CZhh1hUtHU2841u/d3MdlMBM4EThdIAJJJwjvhJVKIsL69zsrKCpl0hvXb68w8PYNnxkM1XSV9kEalUZE/zCNKIqndFKqOitZki9SDFHMLcwSngtxbv8ecf447376Da9bF+NI4iqyQPczS7/XZfnEbuScDUIgXhopgg556po7T7QRAVsvks3mCK0FSRykKqQKugAt32E2v2kOuyWhUGlqVFqJRpJavDZ0/dhOVdAX/GT9jc2MkthPoTDosTguVVIVKsoKgFrj4kYvcevYWJ3dPUGlViEaRUqJEq9LCPeFm4vwE+ZM8xVQRyShRjpXpdDrojXpqyRrqvBqtRovBYaAv9skUMrjNbnqdHu16m/xJHqWuIOmk4SGUWsfS4hLbR9u0vC0kk4TZbiYZT9JqtlAZVQR8AVQqFclUksP1QwaDAbQh5A3hcrvo2XpMGCe4efsm1ZkqFocFySRhcpjY3d1lUByMegVGjBgxYsQp6XSaTCbD/Qf3yZQyiF4RrUdLQ2mQTCSZOD+BK+jC3DZzuH4IMtRL9WGcq9FCLprDMm5hcnoStUpN9DhKV+kS2YjQbre5+/xdBoMBkxcnmb40Ta/VY8CASqqCzqFD0Akkd5JoJ7SYXCYGyoBet0e71sZgM9Bv99FKWuwBOzpRh/5pPevfWaeer6NRDaNl4w/ipzPDwbUDbG4bmV4Gq8+K1W1Fp9NhsplQq9RU81V6vR5Wl5V2rY1Ko8LsMqMz6uh3+yQ2E8Q341Tz1eHjmfT45nyEVkIsfnCRQrTAyd0TjE4jxViR7Re2CSwGaJQaOMNO6vk6AJJVwhFwYLAaqOVqWJ1W9JIeo2Qkd5LD4rAQWY+gt+iHi6UiNHINDJIBq99KqpRiUB5gspjod/qo9WrGZ8cZ942TKqVQt9WYTWbsXjveeS/X//I6rdKw99nhc6BCRafaoZKukI1mkbsyd67eYeveFt4ZL/l6HrPTjNXxXdeyUlWwdC2o1ervOzvqdrvcu3uPqlLl3rV7pI/TGA1GtEYtH/nURzj3yDkE7fDI+WjviGgiytUrV0lkEpz9wNnTmXKgHuC0OX/s848RI0b85BktkUaM+BveTdnfzzqfVaVSEQqF2N/fR6fTMTs7iyiK7+p7/DA3VTFfJBaLoQ6oMfqM6BQdqcMUtUoNk9mEb8xHUSjSbDY53j4m4AiwMLHAtbvXyB5nKWaKJPYTOANODD4D7mk3GoOG3EEOl8/F9ne2id6Pnj7e1MUpfDM+UjspHrr4EKtnV+nKXQ52DvD6vLz/sfezf7TPvcN7hEIh1GY1jXoDjVWD3qin2WpSzBeplqpYrBY0Fg2HNw85v3Iet9/Nrbu3yBxk6HV6TCxP4BvzEZ4KI2gExkPjVHIVus0uklOi0x7a8QEMZgOZeAabw0YimuD3fv/3eH37dXxnfKgzaqYfn8Y+b6ef6VNT1xjzjyFvy6TLaSL3IngqHkqxEj6/D0mQiKfi1Co1ms0mwfkgGq2Gees8ockQ6aM08QdxXCHXWxZX73WIWl9f56+e+yvKrTJqQY3eqMcz5eHJf/okznHncBhv90guJrn3lXv8+3//7/mX//JfvqfHGjFixIgRP98ks0lMLhMmiwl3yD2MjOO77uN2uc1ccO5t5xqxPzw8MtvN3/d9DUYDgihQqVS4ceMG1zev02q1OLp9hIKCxTXsQzi+dUyv1cPmtaHT6vCFfYgDkXHnOLl0DmWgkI/mycazNGvNYayN1UhqO0UtX+Po5hEDZTB8zn4bn/xfPklf6TPoDeh0O2ze28ThdiBIAsntJMhgNBkJnQlRb9TJJXN4/B5iGzECZwKIOpFKokI2kkWNmrm1OTLxDDpJh8VhGUbmGSXSR2k6vQ4D1QBhIBAZRJianWK/vY/OpcPisaBBQzFRRCtpyR3laJQb5CN53AE3XreX/Rv7JLYS2Jw2xifH8Tq8FPtFzCEzgiDQKDUoxUuoBiroQr/bZ9AcgAKzs7MEAgH29vd4/cXXEc0ihViBVqIFPQgthigUC+QqOSwBC75ZH81Gk43XNhA6AoVyAa2kpak0KeVLfPPz3yQ8HyYQCpA4ShC9G+UzH/vMqFdgxIgRI0ac4vF4uH37NplShrWn1uipe2webA6FC7MBVFoV+Xgei8syTO4IuhDNIqVoCZ2kIx/Lozfqsc5ZsdgsbN/cJrIfQR7IzD097DiKrceQ+zKFaAGVWkW/3R/Gz9okWtUWKtUwvcTsNtNr9xD7IkpfoV0dRslZvVZa1RaSZdh9GFoNEVwMYraa+dy/+NxpX7TRbsQz7aFVb2G2mbFZbOzf20cn6pB7MuGzYeSBTClZIhfJEVgK4J3xYrVbObh1QD6Sp1FqoJW06PQ6lj+yTHwjfrrY2nttj3q+TqfRwWA34JnxUM8P3U7teptKqoLJYUKj1UB/KAZu1VqUkiUCkwH67T42vw1NV0PluILGqEFBoZQqYegZULVUiA6RWqfG+Ow4aOH47jHVQpUL77/AdGiagCPAl//yy/hWfMQTccx2M1a9FXfITWQjwsS5CVxhF916F6vZimFg4M79O8y4ZxDrIkFHkM6gQ3guTL1WJ5VM0el0UKPmYOeABfsCk1OTbzk76na7fO3rXyNbz9LX9Zl/dB7/pJ8b37zBbHiWtUtrpwskgOVzy3zjG9/g5vWbLD+2/BZXe71YZ2luiXwiP+poHDHi55zREmnEiL/h3ZT9/Tzks5rNZmZmZpAk6b11Kv0QN9XWrS1K5RLujpvJyUlCyyHajTaldIliooi6qUbVUdHOt7l07hLBYBCAg6MDDlOH9Ft9XCEX3XYX+4SdieUJdHodglbghT95gdR+6vTxlj+wzNjKGJndDGfPnmXtwhrZUhaz24xjwoHH4uGkeEKxVOTypy9z/rHzPHjwgG9941votDpqhRoGh4FMIoNWpcXqsHKycUK33mVmfobJM5NIJolvfOkbOMedzK3NIUkSglog4AhgES1cTV8ldhxjdWaVwGSAeqnO9vo2rWKL2alZysUy1UqVzaNNlt63NFymOU34J/yYvCbq2jrqgppysYzNZaOZbdJJdshv5OnVesycnWHh7AJf+a9fIbGdwOgwYp20MhAGOJ1O1Co19VIdg9FwqjD+cTsK1rfXyZVyw7/lByBoBUJnQ7jDblBAUSkIooB70o133stLr7/Ev2S0RBoxYsSIX0SqtSqeeQ/eSS9a8a0zwxvXm3/02X/0tnPNXctdXl9/nVqp9n3ft9lo0u/0MTvN/N7/7/fomrpc+sQltm5uUTgpUIwV0Rv1zFyaQRgIFI4L5LN5irtFxq3jvO+X3ke+lCcSj6ASVLz8hZdRVAr5eJ5avsZrX3iNw+uHp4839fAU4XNhOv0ORquR3H4Os9nM3et3sfltVLIVGuUG3WYXrVqLyW0inUij9BQ6tQ7ddpdcNEer0kIlqAjNh3jiV57A7rbz0ldeQkFBLavxBrzIiozepMegM9CoNxAEgUK2QD6VR7AIhJZCiGYRHTrqqTqtcovxtXG8014cQQfNbJPIgwi9Sg+Xz8UzH32GjtChXC3TyDSobFbodXsIooBGq0HpKticNnQuHWaNmY1rGxgWDfy3L/03Wt0WeqOedqVN5EEEsS+yOLVIp9QhEouwfGkZyTR0o1eLVXRqHV1Vlzu37yBNSiw/vswjn3iEw41DIpsRkttJRI3I0sTSjx2dO2LEiBEjfrHQaDTkSjmcE078E35kWaZQKHBz/SY6vQ4UOLh3gNlmxmgwotfrSe4nyUfylDNlnGNOiidFvvrgq7RaLXLpHO4ZN0/84ycw2oz0u31atRZaUUuj3EDuyjjHnWi0GhrlBoWTAma3Gbkns/HtDVwhF45xB/VCnfhGfLhccprptrpodVqq2SoaUUN8I86NP79x6kDyz/l58refZOeFHUrHJZSOgsvmwiAa8E37cIactBttZFnG5DaR3E3iX/Kj1qg5unFEMVPE5Dah0qgwOU2k99JEbkdo19oYHUbkrky/00dn0GF0GGlX28NlWE/GPemmU+9QTVXRW/R06h2M9mEHdD1bR2koXP61y+zd3WP79W0uf+Iyeq2e/Z19CukCi55FLpy9wNde/BozF2ewOq3cf/0+mUSGXCKHzqIbziMI5HI5KuUK7fU2aKBeG8YM1vN1+pU+68+tU4wU8QQ8VNIVurkuM84Z3vfY+yhXymSzWXrtHjvrO/RVfUwOEzaXjUKyQDKaRJVR8bHLH+Pb1799enZ07+49svUs4bkwkfsRFj68wNTyFIV0gRYt7t29x8OXHj59T80szBC4EeCV77zCxOoE+XSeZmOYEOOz+wgGg7Rrbe5evcuffO5Pfmgq0IgRI352jJZII0b8De/UEfS9qoifdj5rs9nEYDC85TaLxfIDvvqd+WFuqmwki3vKjU6rw2wzn6qP7R47pXyJwn6B3/2d3+WkeILFaEGj0dDv9SlmiqR30uze3UUySsiKzIVPXWBqZYpqscpzv/fcWxZIk8uTOKwOkjeSWE1WpmamODg6YOrCFMiwGlxldXWVWrnGH/y//4BAKYBGo2F1dZVKrsL1m9fpGrpDa7vBgNFp5HD9kIOrByzMLjCzMAMMlbxaQYskSbTKLUwaE4uLi4RCIW7fuk1f1cc34SMwE8DldxGYDpDz53jpcy8x4Z8gH82jVqkRjSJ2m51MMoPJZqJRbuCb9qGVtBgtRgbNASqNinqhzrRvmn/yW/+EwWDAzsEO5f0yZ8+cpdwp45xxIgsyjV6DdDpNIVcgsZ9g7aE1aqUaRpPxx+4oKFfKyAMZtVaNWqdGpaiw+r7/+2kEDSaHicRm4j0/1ogRI0aM+Pmi1WohiiJqtRoYuo/rtfr3LZDgu12Ob8w1Kysrp8ukV669QrlYpl1uE9+NMzYz9hb1aCaSYVAfkIglWD9Y59ynzzF5fpJWq0WpUMIeslNJVzi5f0IxVkTUifQaPVRmFX1Ln3gxjlYYCkBmzs5w58U7VNNVdAYdX/l/foXj28enz3PiwgQPf+ZhurUuie0E7gk3jWoDj8+DU3BisBhI7aYQEEhvpHFNuxC1IjanDcku4Q/7ycQzxLZjNPNNppemCc+HiexGONk9oVapIZkkdl/fxWg0IqtlZh+exaA3kDxM0mq1UPlUlDIlWsUW9XId36QPVUeFaBOZWZihr/Rp1BvoRB04QGgInH30LI8//jhH2SPqvToHxwc0+026rWEHQjVXZeelHcLLYdqDNu1cm1qihtJS2N/dR3SLQ6V1pIZSUbh8+TIXHr3AzRdusnVri0K7gNFsxGw3UyvVyEfzTIYnKeVKnMROsKqt2Ow2LA4L3jEv5953jo3rG3RiHT75sU+ODmZGjBgx4u8xzWaTL3/5y7x641UKpQKD3gCPx0O2mGXusTm8US/BYJDV1VUSyQTVfJVMMoPGq0Etqak1atTyNarpKr1GD8+0B9+ij263ixJTyN3NYXAacE+50Ypauq0uBquBwEKA3FEOs9GMwWpAo9PQLDWpZWvEN+LYg3Zsfhu1fI1SvEQxWqTb7CJ3ZJSeQqPcwOQwoXQVarkazWqT49vHp67l8ZVx/sH/7R9QipTwOD3UhTpau5ZCrkAlW0Hr0KKz6DAbzbQaLUJrIU7un7D3yh6HVw9R+gq+ed/QYWQ14Jpy0Wv3yB5maZQamF1mXBMuSskSNp8Ne9BOIVbg+OYxueMcZrcZjUZDKVkifZAeJrScGQpfe80e07PTSBYJQSswYZsgJIUoloqErCEm7BNIJomv/fXXqA6qbN3eQrJJqCU1Zz9ylv2NfRS1QqVYQafVoZ5WE1gJUC/WyZ/kqeQqzD86j8ll4mNPfIzEdoLdm7vs1ffQDDSM+8bRn9HTt/Xxe/xo17XEjmOkv5xm7rE5nAMnckKmnq0zPT9NPVmn3++j7Wr5z//hP2Nym4in4+hsOpSWgt1mR+7LXPnqFXKJHM1uk1d5lfPnz5+6kQStwMzcDJEHEdr5NpVEBUmSWJpZIhgMMlAGvPKtV6jVasyaZn9oKtCIESN+doyWSCNG/A3v1BH047hCflxyuRzRaBS/308gEPhb+Z4/zE21dWeL5XPLCFqBjZc2cI47kcwSkfUI66+s0y11aT7dRNvVcu1b13COOTnYPeDe5j2sPitrH1hDVmRONk8oxAo055r86f/1Tzm4eQCASq1i+dIy55bP8YGnPsDC7AKDwYA/+tM/QnSK2PQ2gv4gwWAQjUYzVDm5jbz0wkuoLWokSSI0ExpmFGcSVGoVasUa1eMqx7vHLC8s8w//8T8E4MrzVzg+OcZoNxKeCTOzOkO9WKdcLhMKhegrfSRxGGPXLrU5Lh0zUA3o1rrY3DYONg/49U/9OpFBBG/XSyPTwKQ30TF3KMQKeKe8aPVaup0ubrubdqmNVbDyu7/zu6cLxkuXLgHDyMS/+Mu/4Ivf+CJtQxv/rJ96tU6z2sQgGWj32xROCizMLvzY3Vo2qw2NSoPSU1C6CspAoZKufN/XyX2ZerGOxfDeF5IjRowYMeLnh2q1yuHhIVarlcnJSVQq1Y/c5fh20b66rI6d4x0Obh9QLVUJngmi0WnIx/PIRRmH3sHd2F00Bg3NWpNCvoBz2omiUth/ZX94nbVK+OZ8CBqB1G4KxagwcA4oU6ZT66DVaPHP+HnC/AS3v3Gb4/Vjconc6fM88/gZFj+4iNyWMVgMVDIVDq4eoJN09GZ69Bt9CtkCDz3yEGfOnuH5Lz5Pr9rDYDLw6KcepdvoYnPY8I/5MZlMHN89ppFtcPc7d7GFbcP8/1KTQrSAxWChVWohukVMoomJyQm8Ti83X7mJyWtCq9MSK8Yop8oUAgWyh1kcYQcqQQU9EA0iFqsFY9dIR+qg7Wr55V/6ZXZ2drh99zbf+dJ3yJQzeGY9BM4ECEwFGAwGxLfjw4ic5oBQOMRTv/oUt+/fptlt0m/0ETQCuUqO+EmcsfAYkXiE48QxTtnJjeduDJXZFjOra6s8+uSjfOEPv0BwLshkeJJ7L9zDFXKdLppOtk9wq9yjGLsRI0aM+HtMs9nkX//f/zWFZgFLwIJG0FAsF2nLbVrdFuVGmc2DTQqFAqurq6yurIIW+vU+mYMMolbEOeakkCyQOExgs9kwe80IJgE1ahxqB6lICo04FC0W40V00jBGTm/U0yw3KcQKSBYJx5iDgTKgnC7TaXYQRAG1Ss34/DitaguD0YDRYOTed+5xsnVCo9AgVosh6ARqhRon905OX1f4XJjf/Ne/SbfeJb4eR1AEFJVCo9ZgwIBsMotdsKPWqnEEHdRKNSxmCzPnZ0geJhkwYPrSNI4xxzBqr9OnkqogWSTGl8fZv7ZPt9WlWW6i9BWMDiM6SYfVbWWgDBC0Asc3jhE0AnqtnsBkgJO9E2bGZvB7/IgmEbvHTq/Uw6ay8Zn/+TNYLBZee/012kob56STbD5L09JEPVCTjWWhAEtPL9EddNEatDjCDkRR5OjGEdqyFtekC5WgQq1W06600WiG3VA3XryBpqth4aEF9EY9AU+AZDaJWq2mVquxenEVk9WE1qxFcgwFt9FCFJVKxcT0sAYgdj/Gf/vSf8MVcjExPUGlUmH/1j7+OT/hx8MM5AF723s4x50sP73M7oNdEokEV56/wpMffhJBK1AulCklS/zKJ3+Fk+IJ51fOv2Uevfn6TdLZNL/03/0Sy6vLp7e/XSrQiBEjfnaMlkgjRvwNP6wj6Md1hfw4JJNJUqmheyeVSmE2mzGbv7+X4O3o9XqnS6LvtQQDb/kzi9GCgMDd9bscR4/Rzmp5+OmHcWVcxA5i3PvWPVQ6FZPnJtGhY+Aa0K610ff0ZDYyxGIxZpZm8IQ9aAQNJ4kTrF4rR/ePSB+kTxdIWlHLx3/342gbWv6nf/o/IQjC6XNod9qcXzzPww89jEajQZZlIpEI129eJ1PKEIvGKDVLaCwadiO7uLwuTCYTV569wmRgkvnlefLePG2hzdb9LYq5Ivc37xNeCPO483Gq9So2uw23183x9jHOhJNsKkslVsFitnB47ZBOdxiRMzYxxvTENIpe4f1PvZ8/++KfIUkS9WIdq9NKqVFC1IlsvbyFaBOHUTlih+j9KI8tPsbKysrb/vzpg9PmpFAtcHz1mIF6gMllQrAIvPb113AanLj1bhZDiz/W4c7Kwgpuu5tsPguqYcdC9F6UiYcmhp1IgwH9Tp/ccY7MToZfe/rX3vNjjRgxYsSInw+KxSKRSITBYECpVMJkMuHxeH7kLsf19XW2olu4xl2kkikO9g4wmow8/pHHufvqXSqpCjc2byAjE3AFWFlcoS/16aa62AP2Yem0Xodkk8jFcjjGHARXgmSPsgw6A86cO8Ox/5hWrYUsy9jH7NAHs9FM6iBFrVGj1Wu9ZYE0vjzOwvsXUKlVWJwWtKIWR9DBwbUDjBYjB1cPCAfD2Jw2li4uDbsA/Fb2b+2z+sFVBsqA2flZfGM+AEKTIZ6vPk/mOMPiwiKpZIp8Po9W0DIQBrhmXGR2M6w9tMaF912g0+xwtHWEaBSZXpimmCvSLDYxOUxkDjPk43kEvUCn2yE8H8ait0AZbCYbDVuDg9sHbG5ucvbsWY4jx3jCHpwrTozu4aFTcm/Y4WSymHCPucnt55i/ME9P12Px8UVsPhsmqwmAey/f4+oXr9LoDcu6nVUnepselaLC5XQxszZDq9pia3uLfC6PI+hAZ9VBGvbv7CPqRIKBIGtLa4gtcaTqHTFixIi/x/z5n/85hVaB5UeX6bQ6dPodLv3qJQaDAVe+fIVCqsDKwyuk02mcCSfBYJDIUYRiuki/3UfVVbF/bZ+T7RO8M16cE046/Q7oQDJIDNQD3JNuMkcZDHYDdr+dYrJIo9hAJ+lwT7k5vH5ILpI7Xb5oRS3h5TADZTBc0rQUNGjo9rvUM3VyRzncITehpRD9Tp9sNEv0wXe7ll1hF94JLy/9yUs0q030Kj0qrQrvjBe1WY3VY0Utquk0O8Q2YgwGA5S+gkk04fF7KGVLmNwmQqsh7ON2BsqARrFBKVlCskioNWq0ohadpOP45jFGh5HccY5yskwhWsDmt7F2eQ1RK5LdyeKyuhB0AoVEgaPtI8QVEb/Pj1W0UkqWeGztMYxGI7u7u2RKGUJzITKlDBsbGwwGAwS9QFcexvRbTBYiuxGMtmEsnilkwj5mp1qoEn4oTClVYvfaLpJeotlqYvFZKOfLtKttQqYQk1OT5It5jAEjnWqHv/7aX3Pt1WvUmjWapSYLTy0wNj1GMBSk0+5wvHPM1oMtWoUW0c0o/+PH/kcWlhbQaDQkE0mkcYnoUZTMcQb/tB91Ro0n7MEVcNE0NLl7/y5KX8HhdpzOmx995qN889lvft88+uI3XmRmcYaFpYW3vEd/UCrQiBEjfjaMlkgjRvwNP6pK96fFYDAgFouRy333IMXn872rBdL3qonfsATvH+7DAA4zh7hCLrxjXm7fvM3e5h5atCgqhaOdIxBhbGyMsckxmu0mc4/OkThO4BScnH/0/KkyRNPR8KFPfghX0MXmwSYGqwH5SMY16SIfzVMv1QmvhUnvp/ngb38QpaXgMXo4jhyfPgd/yI9wJPBg8wEGq4GlpSU2NzfZj+7TETv4p/xUEhVuv3ib8Jkwk3OT3LpxC4ti4TOf+MypxfnNi5utq1t4Zjw8fP5hvB4vr73w2qkat16v88KzL7B+dR2tScvFj1zE6rSeRsG4jC7MZjNao5aTkxOCviDFWhGNVkO+kKdT6dAddGl32uTv5tGr9Hhs/3/2/jvMsfu+78VfAA5678BgBoPpbXsv5LIsqyiRVrVlWdeOLfuJIts3iWPnce5VEif+2bm+zr2Ji3xdpEi2ZFmSLaqQIin2JZfbZ3an98Fg0Hvv5fcHvMNd7nJJSqJISng9Dx/uAAOc7zk4mPM5n/J+2zi24xif+fRnAG56/E99/xRanZZ/86//Dd5VL6uLq3jXveS2ckhKEjQqDQ+deOiH1v7duXMnj9z/CAF/oC1FVCizNbvF83/xPD27e1Ab1WTDWYJzQfoN/fzGb/zGD7ytDh06dOjwznN1avkqBoMBi8UCvHkvx6mZKYKRIPFKHIvbQldfF7lUjsW1RQKhAGarmY//7MfJpDKsLK7w2AuPoVAqqDfqDN8xTC6bY+3CGpZeC8mtJDKNjEKyQLPSZGTvCFK5FKPTiFKjJBFIYPFYqJQr+Jf9VEoV4htxekZ7kKqkTD03xeieUZqSJutn19HYNORjeQSFQDqUbncoT/RgNpj5lV/7FRYXF9la3UJj0iAWxMTDcXLJHI4xBxa7hWQySTqTJrgZpEYNi9PCpz7zKQACgQC+LR+Tr0wSXgpTzVWpFWr4N/zkk3nETTFGi5FCvkAqnsLitHDofYdYvLRIZDVCeCOMZ48HoSFAGlRSFSqVimwii0QtYX55HolEwlJgid6dvUgdUkQyEZlkhhYtgrNBNHoNBoeB+FIcpVaJxqShLq5TrVa3P9N6pY5ML8Mx6kCukGNxWzB3mbF0W1g9v0qr1qJvrI/ps9OsL67TVDQZVA8yfvv4dd4DjWIDZVH54zs5O3To0KHDu4psNsvklUmUBiXZfJaNxQ0kdglNmmgNWvr29rH28hqL5xZpCA1KiRLx7jjFUBG7wo5hp4FCvoDBbEA0LsJzwEOlVUFRV1Ar1xALYlQGFUqjkmqxSmQl0r4nHnZSypZo1BvkEjnKuTKOIQfdE93UijWUciVjY2OENkLMT8+Tb+TpGepBJpdRzVVRapTo7DpysRwWp4Xdd+3GaDXy1P/3FNZeK41yg1KyxPBtw/QO9XL5lcvEY3FcYy5akhaFQgGFRoFUJSWyHqGULXH4wcMYzAZmXppB36WnnC0T9UZRaBU0W02qpSoak4ZapYZCrUCukiNTy0j4EhQzRaJrbSsAS68F24ANpUKJVNR+f7FDTKFS4MADB2iWmqgUKibPTuLQOfjZD/8sarWaarVKIBRAZVQRioW4NHsJ04AJj8lDcCvI5sImlUqF4b3D5HN5FDoFiXCCQryACBGpcIrQUgjftI9ipsiRDx9BrpAT3YxSyVdwDjvJV/Jcmb+CSCailC8hEonQD+kpFoqYekwEA0FWLqwgCAJKuZJYJEbIF0JUFdEUN9HatWzFt6hN19pTaXt28c1/+iZihRhzrxmxRkw6k8b/nJ9qscrtJ24nHU8zf2aek3efvC7evFk86unysO/gPiQSyQ3n6jutCtShQ4dX6RSROnT4Z95sl+6Pg1arxcbGBqlUavux7u5u7Hb7m36PmZkZlgJLHLrn0PVFseE0j//941QrVT74Lz6IwWzA5/OhdqhxlB1srGzg2e0hmU7SaDVYW18juZrEvdNNNp2lVWoxcXgCeLUz5NR3T6Eb0uEP+Nsmib4ijXKD0GoIk8dEMpBkx9Ed9I/2Y5Qa0al0HNx5kLXI2nXru+uBuzh9+jRrm2vUqjUShQQ6hw5FU0E+nOcDv/QBysUyZ588Sy1RQyKWYDAYrtPIvdarKp1J49zpxO12A3Di3hOsLqyytrJGYiNBaClEr6cXxy4HAzsGXjWlHsxy/nvnkRal3HXkLlqtFi6Xi2wuy2ZiE4PSQFPVZGNlg3Q8TbetmwfvfZB9e/ZtB0eTk5M3Pf6BWADfqg/vqpfRXaOM7hrdfm59aZ3wTPhH0mUjlUr52Ec/hqfXwxe++AVOvXSKYCjI+oV1/LN+FGoFBpWBj33wY/z2b//2OzZp16FDhw4dfniunVoGsFgsuN1uRCLR9mNvxstxYWGBMmUO3X1o2/sI2tKns1dmMXqM5HI5QokQ7r1ucuIcQX+QSqbC/Ol59r9/P6ViifhGnLgvjm3QRiFRQK/XY++xE94KY7AZCOVC5JN5Fl9eJB1N02w0kSvkJINJGvoGBquBg/cfpFVr0dXbRTQcJbYSo2QtIREkqHQqBncNYraZ0el0xGIxdu3ahTlgJhAKUAgVqGVrKAUlA6MDhEIhMsUMiKFeq1Nv1KEB09PT7Nq1C7fbjdvt5sihI7zwxAu89N2X2Lq8hcVoYWJkghXRCjVpjeXlZVKRFLuP7UYqkzJxZIJMNMPZ751FLVUj5AQMFgMqlYpavUYimWBwdJBMJsPMwgymbhNrmTWKySJ9e/qweWyUy2UEQSDlTaGRanB3u0nGk/Tu7UUsExOMBqnqqsjkMgIrARyDDpqiJpFABJvLRrVWZX1xnXwlz9nnzrLr8C7mz85Tq9YwaA3bfkgAJXtp2w/pkx/85NtwJnbo0KFDh3c7yWSStbU1ItEIJq0JkUpEXpzHYXGQSCQoFUvojDrsfXYO7j/IuZfOsXpllSHNEH2WPhali4TWQzRlTY6//zj+VT/5Uh77mB0k4J/zU86WqZarSKQS1CY1mVCG6aemMbvNFNNFkltJstEshWSBrpEu8tE8gkigf7Qfq9OKSq1i+vQ0IW8Ik8GEUqLE3ecmEUwgFotpNBq497jp6u9i/Ng4u+/ezcK5BVbPrbL3tr3I9XIS6QTpVJqeXT2ks2nqpToqgwqLxwJioAWblzfxWry4hl0kt5JYBiwopApyoRz5rjxyjRwAg9NAaDlELBxDa9ESuBJAqpLi3uOmVqlBExqVBuGlMIJEIBvMkovk0Og0HL7/MCqlCmlVytHDR4mH4zz25cd49rlnUagUqJQqAqEA2m4tkXSEoUNDWHotqLQqdHYdodUQyWiS6fPTZFIZMrkMDrcDq9nKpWcuEV2NIhKLKKQKmLpMCHKBWrWGTCXDYG3na0QyEflYnlKiRIMG43eP06g32vmQXb0otUomn5pka24LuUhOqVLC1eOikqmwsr7CjkM76Bvr21ZzcXY7kUgkmPvNdO/oxmg3UsqVaAktstNZehw9TIxOENaH+cVP/OJ159/N4tEvfeVLZNPZm56v76QqUIcOHa6nU0Tq0OGfebNdum83zWaTtbU1stlXL6Iejwez2fyW3mdmYaZdDLumgAHtwk9T1aRcKm8/FwgFyGVy1Kix5749yMVySskSW74tGkKDsD+MuduMQW1gYnCCnp6e7ffT6DQEfAHkc3J2HN/B2IExLr10iXKujEgsIpaIIWlK2DWxC6VMiagkYqxnjHQufcP6BscGCfqDTF2ZYm12jf6d/SR9SfKpPN3ubvom+hCkAhJBQjPdZGzHGOGZ8Ot+Nq+VKBSkAkMTQyh0Crw+LxtbG0idUpRJJVfOXcHZ60StUVMsFKEJChS4XC6gPQW2Z88eZmdnmVmYIaPIcHjs8LY84GvX8HrH32K3kMgkWFtZu66ABD/6AEkqlXL8+HGOHz/+I3vPDh06dOjw7uH1ppavXrveKrlCDkWPgngwzqUXLxFYD1AqlMgkMiCH1blVRE0Re+7aQyQcQW1TY1Pa0Fq1LL6wyKUnLtG3tw9bj43gSpBytozZamZwfJBquV0IESvENKtNVs6vYOu3tRNKqSJimZhKuQJWkBgluPvclPNlFi8sUsqV2P+B/fTt7SOfytMoNmjlWqzMraA36fna+tcYHx9nYGiAod4hMt0ZzHea8S36uGS5RFPaRKlWUs6V0al0yFptGZ1wqi3Rc7XZRJAKmKwmPvShD2HQGlgKLBEPxMnEM6SLabwXvSRjSTKRDKLvihA1RZTTZbRoaQaaFBtFqsoq2WSWRCKBy+FCq9WiKqtIZ9IgBbFMjFKhJBVIoTFpkKvkKFVKlr3LSG1SZDIZi1OLNFSNtleBQkM8FKdRbxD3x3HvdJOJZyjny2i7tDjcDgrZAvlEntX5VYxKIwqxguH9wzTqDR7728ew9dlwuBzQoOOH1KFDhw4/pdRqNV555RVm5mYIBAIUq0W0ghb7bjvGoBExYoxOI6lQimw0i0ajYXTXKMVCkX39+9BpdSwFljAPm8lsZLD0W4hn4jRpEvVGsQ5akcgkaM1agktBxDIxjWqDnfftpFKoEFoKMfPUDM1aE7FUjMaoQSaV0aq16HX0cvzocSavTHJq4RRNmpSLZcYPjXPXfXdRq9dQKpVEvBHOPX+OvQ/vpVqtUsi1p3GSkSQr51cwdBnakq8GMwqtgkargaAUkKlkNKoNRg+Nkslktl+X2koR3AgirovRGXRUihWGDwzTrLT3ydBtoF6rEwqHCC+FkcllSGQSNEYN5l4z1UKVwSOD1At1tua22hK3UqEdZzisjO4Zxe1xsz67jgYNj339MeavzNOqtqg36+we2E21WmUjuEHem+fggwdRWVVUq1U0Yg1Wh7U9bTy5in/Rj1KtpJApIBmQUK6WKRfK9OzqweQ2sXJ6BWuflZgvhlgsxtHvIBfJUSlVcLgdUIfwchjLgAWZSkYhXUCuklMtVxk6MMTiy4tE1iLYHDaMLiNxf5zEaoJmocn6zDqrM6tsLm/yzeY3qZaq2MfsWLutKFQKBEm7icZmtVFL1fja//oati4bGpGGycnJN8ynvdtUgTp06HBzOkWkd4hGo8ETTzzBo48+yqVLl9jc3CSfz6PVahkcHOTee+/lV3/1V/F4PO/0Un+qeDNdum8n9Xqd1dVVCoUCACKRiP7+fgwGw1t+r3QmjdPtvOlzglxAJH61O7lUKpGKpTD3mTF3mUkH0hw8eRD7kp2FqQVq2RrVVJUjHziCy+W6bsx4fmoepUGJgEC1VGXy1CRf++OvIZVLefjXHsahcDB0cAij2IherWfngXbR5XN//Tmc/a+ur16rszSzxNriGusz6/g3/ATXgthcNjy7PBy46wCCtP0nS2vUEvQHbyi61Go1JicnefLpJ1nbWCOVTVFv1alWqhw4fgCRWMTU5SkuXr6I1+fF6DZiGbaAAJFQhGalidVqRdaS0dfVRyvXQiKR4HQ66erqAnjT50cylUQsFXPm3BlKpRJKpRKX04XT7mR5aZl4NH7959UJkDp06NChw1vgRzG1/Fo0Gg2LC4vksjnyuTxNeRNztxkCIJFJCM2F6BnpoVgqksqmsPfZKS4XUWgU7LhrBxuXNoh4I2T8GVRiFbVMDbVbjdFoJBwNozao8Xv9pEIpFGoFGpOGU184RaVQ4fBHD9OzsweLx4JEkCCTyNDYNJTrZYILQfLpPCJEuDwu6pU6L//Ty9AAqUqK3CAn18zx+OOPI86Lefjeh/mNX/oN/upv/oonH3sSjUtDd183MomMcqFMf08/dWkdJO1Gmi5nF6sLq8xOzbJ4ZZH9Y/vZcc8Oerp7WFhZoBFqEPFFqBVraGwatA5t2xQ8U6SerdPj6aFVaVFKlkiKkyh1Sg4eOIjFZmHyxUkOHz/MlZkrnJo6hdwhp9asIZFKKCaL7f/iRRQqBfFUnDvvuJNoNMrqlVUyiQwOlwOZVIZv2Ye4JqaSqdAz2IMfPyq1CovDgsVhoZKtYFQYcXgcrHx9BZvRxujxUVLhFJsrmwSWAtiMNnaN70JRVnT8kDp06NDhTXArj+H30t/RWq3G177+NbxBb1uaTaihsqpYXVvFstL2EdqY38Deb6dFi5g/xp0H7ty+R+019W6rbCQzSaanpjE1TRRLRTKlDNVilbkX5jC4DIhEIqLrUXLJHN07u3HvdlMtVBGLxMhVcrRWLeKWGJvThqwiIxaMoTPqOHP2DMFIkHqjTr1SJxlLojKpCIVC/MwjP0MhW+CP/s0f4V/zo7Vq0Vv0SMVSFl5ZoJQvodKr6B7vxmQzIZFL0Cg0DI0Mkc+0J4oEmYBCpWgXX4plspEsepsei8NCPV1Hq9SytrbWnmy6fTcLlxbYWt0ithUjuBzE6rZid9sphUuY9pswu83MvTjH8qlluoa6cE+4adLEe9GLTqXDom1LCq/PrhNdiZJUJhEUAvZeOxKphEKsQDqd5sRDJ5BpZXz+c5+nUqvQpe/ankLOZXOoDCoc3Q4y/gzKfiWiioj5U/Pk4jkatQaDBweJb8XbkrdqGSKJCLlGTrlURlAKxLZiKI1KZGoZcp0ciVRCIpAgG822Yw9/nEq2wtCBIZbPLrN4YRHNqoZapobdYkfj0rDp36RSrqDp0qB36gnOBdH36GnSpJqq0jPeg0SQMHd+jmKliD/oR6KWoOvV8fipx9nwblynHvNa3k2qQB06dHh9OkWkd4BoNMrtt9/O8vLyDc+lUikuXLjAhQsX+OM//mN+//d/n9/+7d9+B1bZ4Z3A6/VuF5AkEgmDg4NoNJof6L1eO4VzLfVKnVaztf2zTCrDv+6npWoRjUbJBDKElkMIgkC1UmVgZIBWoYVOrbuugJROpFmeXWb/if1sLm/ylf/+FeZemaPZaFKr1Pj+V7+Pu8vNp3/h0xw6dOi6oOHa9dVrdV544gUuXLqA1Chl7L4xzBtmauUaSKFQLFAulreNpXOpHGLE1xVdarUa33z0m3zn6e/Q1DRx7XNhF+wsX1nmn772T8xMzjCya4QLUxfIZrLsPrCbeqOO0qykZ6wH76wXKjDYN4hQE/AueRFUAj09Pdhstrd07Gu1Gt51L/lYnh3Hd6A3tfWG51bnsOqsyJoytja3mDwz2QmQOnTo0KHDD0QwGLyugPSDTC3D9Q0Yzz33HGWhjKlgQqaUcewjx1AZVKxOrVKtVcnH8iTyCU4/fxqNTYNSokSQtj2KdCYdOosO15iLrbktrFYrqxdW8V70Us6WUegUFLIF/Kt+Yr4YWqeWM189Q6VQAWDuuTke/HcPorPpyEVyIIVquUrPRA80IRfJIUWKpNFOfmgMGva8bw+teotcIofZaKZsLrO2tcbFyxcp18rccfsdBMNB6qo6yroStULNwMEBPIMeXnnhFRYuLSBIBbwzXoKxICqdir0n9mK1Wnn2/LOMuEb4+Y/9PAD/7nf+Hb6Yjx2376B7qJt6tU4+kUfoE4gsRajmqthtdvpG+zCajaSTaSZfnGTENcLo6CjPPvcsi9OLHBw8iFJQks/mUWgUCAhkIhka9QZmnZlHfv6RdrPZd55g+so052fO4+nxMDwyjFncNi0XBAG7y045V6ZUKFGv1klsJRjbOUY4FCYWjjFxbIK+kT76RvrYd8c+SvkSGwsb1LN1TCbTj+Yk7NChQ4efYG7lMfxGSfF3kpsVvlq1Fr6oj/7xflQaFeFYmAP3H+Diixc5+52zuEfdlLNlnv+755HIJMiRQwXOP3OeEdfItoqIRqfh4pmL1Mo1cvkcjnEHTaFJsVgkE85Qi9fIRDOkvClEUhGR1QivfPkVZHIZ8c04tgEbWqOWXLTtB3zXybtYn1/n+099n1g8RvdIN6ZuEzRBJIiol+tMXpxELVXzhT/6Av41PwBzL84xcWyCeDKOuCHm6PuPcunpS0jEEkwOE3KFnPXldcQKMfHFOE1xE4VaQSFXoJQrUUgWKMQLGC1GStkSrUyLD33sQ/zJ7/8J009PQwX0Fj1Gs5FcONfOgzQl1NI1atUa6USaBg16xnugDrH1GLV6jVq5hk6vo6e/h8haBMWigr179iIoBfae3Mvm7CYivQhBLmCwGwiHw2ysbLD3yF6MXzYyf3Eei8NCq9xiaXKJVCKFXC7H2m0lvZlGnBKjl+pZW10jHAqj1CvxzfuwdlsZOzqGf8WPxWNBY9Ygl8sRBgVSp1PMPjtL/95+6rU6+WQeuVpOOVemmq/SqrQQ1UQU8oW2r6RIDIBCrUCkFtG/u59QLITarmbi5ARKjZJ0MI1MJaNrqIu0P83a7BrZVJZCsYDKpMLSZ2Fo/xCisoiGpMG8b56+mb7XbcZ9t6gCdejQ4dZ0ikjvAMlkcruA5PF4uO2223C5XLRaLdbX13nmmWdIp9NUq1V+53d+B7FYzG/91m+9w6vu8OOgp6eHYrEIwNDQEErlD256fKuRYApQTpd5+umnQQRXzl4hFo6hc+so5UrtIpCihtqoppFp0Iq1KMVKnP3+WWwe23WFD71Sj0quYtO7yczLM/DPtanu0W5OfOwEm1c2+ftv/z3hSPi6QPva9YUDYeaX5nHscNC/q598Ns/I2Ah+n5+4ry0jM31umu6Bbpq1JvPn5zFJTRw8cnC76DIzM8Opi6fQdes4cP8BypUysWiMgX0D+JZ8rK2ssbW4RVPVZOL4BIdOHsK35GNhZgHngBO9TU/ClyAUDTHYM0g+leeOw3e86QLStcH6zMwMK/4VTL0mdHodBkv7+F/1Iqhlajxy8hHq+XonQOrQoUOHDj8QDoeDbDZLqVRiYGDgB5JDfW0DRvf+buqyOrlkexLpwvcusOP2HWj0GoLeIFKllEq5QrFYRN2jRqqRYuo2kfAl8E55KaVLyJQyEv4EJaHE4TsOo5ApuHLhColCAqVMiUvhIlFJMPfsHM16EwBLr4WJeybQWrRI5VKqpSpqrZp6po5rwEWtWGN2fZZGvYHNaiO6FMU94kYkFSFtSTl26BjeRS8SqYSBowNIFVIqmgrPnHuGRqPB+K5xDt5+8Lp9P3HvCbLJLAvnFshoM+y9ay8jIyPbE9fpRJrzz5xnZmaGffv2UawUGds/hk6mw7/QlpQx2UyoulVkohnSyTQf+8DHWFhZIBy8/to+MzNDWSjjtDrZnNpkcP8gaqma4GIQ35wPUVVEz1APY8NjCFIBQSrwgQ9/gH1H9vHi0y+SWk0xZB/iA8c/gNfn5RtPfQPzoJlCucD8xXkquQoWs4VcJtc2BtfpkdQlZJPZbT8kpUYJEli6ssRDv/LQD38CdujQocNPOLfyGL72+vDj4M1ORL1e4evU909hNpgZU45hsBtQ6pWUCiUe+eVHePbRZwksBZALchR1BdVMFZ1eh7qi5sjxI9epiKwurBKKhbj7w3ezurKKIBIw2Uzt/xtM7WaPugT9Hj2RVIRirYjGqEFj0JCNZlHpVNACrVrLfffeh8fjwd3j5utf/DpIoWe0p128sRhpNpt4l73MvjTL//Vb/xelfAkAuVKOY8CBd8ZLqVCia6KLWCyGXCMnvBrG2mtFY9agd+jJC3lELRHLLy/jGHSwqlwll8iRCCQw2830TvSSXE3iGfXQO9DL4SOHCQQDpFfTxBZibUm/wVGk+6UsnF1AJ+jw+XzoJXrMHjOCWCC0FSKdTqPWqrG5bCi6FRw9cRShKvD9732f9aV1und2ozPpqAgVVFIV9VadrvEuJHLJtsz9nQ/cycvPvUwlXkEpKDELZrKltsVBajPF+x5+H/c8fA+VcoX/9n/8N+KJOP2H+3HvdFOv1AkuBaEFCW+CVqNFtVQlGUxSSBeoFqsEFAFKmRLpQBrPbg/2PjuhpRCWXgulfImsP0utUEPWlCGRSyhWi+SrecL+MIViAUeXg6g3ikKuQK1Xk/Ql6d/Zj96qpxwvUywWMTgM5OfyTByY4MRDJ8in81x+7jJaqZaZhVt/X95pVaAOHTq8MZ0i0jvEoUOH+MM//EPuvvvuG54rFot85jOf4Ytf/CIAn/3sZ/nEJz6Bw+H4Ma+yw48buVzO0NAQYrEYubxt4viDjtCPjo7y7PPP8sU/+yIaqwaT1YRSqqRVaCGpSGi2mkxfnEaQC2TKGeyDdtYm17D0WDj8yGEEhUAymMRlcWEz2ihtluiz9N1Q+Lisvcyf/dWfMXVmanvbx37mGP/b7/1vhH1hZGIZWpWWpcDSdYH2tSPLa5trVMVVFAYF+WwevUqP0+mk1WiRCCTaJpd6C960l9BaCIfOwSc+/An27du3fQxmFmYoN8u4B91EwhFS2bbXgN1iR6RsdzFlljLsPr6b4T3DCFIB94ibaDDK7AuzSDVSCskCc9E5ct4co32jHDly5E19bq8N1ivyCr0HeklH0jz7jWcZ2TeC3qQnl8ptexF87GMf6xSMOnTo0KHDD8zVieVKpXLd1PJbiRte24Bx+sXT1CQ1NGYNaoua4FyQ1curaMwaVAoViVqC7FYWo8uISCSiSRO5Rk7XYBeB6QBysRzfZR8CAuNHx/noz3+USDSCvlvP1PNTTHgmkAtyvvPN79BstgtIQ/uHeN+/fh9zZ+Yopoq0Gi2K2SJSmRSxSIxILEImkyGTyVifXCcXzpHwJVB1qWj6muwd20spUyIQCbDn7j1Uq1UygQz7ju4jPZzmu1/5Li8/8TLpchqJVLItL6tWqFFJVezZtQf7Djv7jl6ftDCY22bUV5MemXyGsWNj7Di8g3Q6TTqTplatIRVLMbqNZHwZBKF9a9Widf1xXpjB3mfn4dGHeep7T5Hz52iJWjitTnru6yERSSCqihgeHb7u83W73Ry/7fh1xtQ7d+7kW9/6FsuXljF1mZBWpbRokc/kCc63fR2OP3Acm9HG5ecuY3Fb2l3fqRzrV9aR1+WdqecOHTp0eBPcymP42uvD281bmYh6vcJXIBbAt+qjUC7QZ+5jYGiAC5cu0D3YzcG7DjI8PMzdd9693UDxwPEHrts3g95AIppg+tI0ZXkZeUtOs9Jk9ZVV9E49Oq2OpriJ/4qfXmsvyWqSVqPF0QePksvlSIQTNOoNIhsRFFEFPc62x3Kj0UCQClRqFUaOjnDw5KsNH41Gg+VLy0x+d5JapQa0Ze3v+fg9pDIpaq0amVQGa9VKrVqjUq1QKpTwz/opZoo0m02iG1EUKkV7wrkOMokMg9XA8L5hpDopa7NrJJeSOI45OP/MeU4eOwkiWAuvYXFbKFVKTM9N00w2OXnvSewOOxKlhFwtR2Qlgkqrwuwx07Onh5Q/RXAuiEFtwG614+5xM3VuinOnzlGQFIin48TCMbRWLcOjwxiNRorGIkF/EACTxcSQa4hWsoXRbcTQZSAZShINR7nt+G2cuPcEglTg5edfRmqS0iPvQRAJtOotDBZDW3LXoiG+Hmfm6Rl0Th3mHjPuPW6qpSrxzTjVchWtScv8C/ModUqkEilCSyC+GWd05yjNShNJRUIwHqRZa2LuM3PlqSu0aOHRe3ANuhC3xNTKNdYurrH44iIKrYJypkxT0mz7RKq17Dm2B7FYjM6kw+K2EF2MklFk3u6vSocOHd5mOkWkd4D+/n7OnDmDWCy+6fMqlYrPf/7zXLx4kdnZWUqlEo8++iif/vSnf8wr7fB2UygUUCqV150L104f/aAj9LVajSeefIKypIxnwEMmk2FzYZNasYZT78TYbeS+T95HPBrn0X94FJPDhKvfxVMLTyFIBXKJHEq1klatRTKWZO/4Xhq2BvVifTuJAdBsNvmjP/qj6wpId/78nXz8dz9OuVgmn8zj8rioRqs3BNrXjiz/z5n/SUPTQClV0mXrwmAwIBaLGRofopgpcmbxDLGlGA/d/xA77795IiydSdOkSSwaI1vOojVpIQtSmZSu3i5K8RLR5SiRzQi9u3uBtoH2vtv2sTmzyaUzl4isRxjrH+OBh9/aVNBrg/XV5VW6dnZhsBg49/Q5kutJCoECao2a3RO7kZfknQJShw4dOnR4S5TLZSQSyXXXD6lU+qY6kF8vbri2ASOwFSBXzGEftiOk2ibUtn4bqa0UMrkMpUKJxqghm8jin/ZTLpRxDjuRiCXkIjksXRbkCjmFZIHBsUF6u3uZX5gnnAqjsWpw7XbxzS9/k+nz09vbH9gzwMl/cZJGo4HBasB3xYfSoKRVb9E33kcxXySyESGyFmHnsZ3YHXbWr6yTDWUpVUocet8hdu3axZPfehKL24LOpMO35tuOpbQGLYJOYPPcJs2LTVyDLiQyCZcvXqaVbnH/bfcTFAUxmAzba2o0Gvh8Pubm51iaX8I35cPn9dEoN4gFY5QTZQwmw3WScOuT6+QzeZ48/eRNj3simaDb3Y273000HCUQCWwXd/xrfrxXvIyNjzE4NnjD5/5a/8fFxUVMLhMGtYFD7zu0PWlUyrennf0rfhrlBjK9DMKwMrmCXCbH1eXCZXPRN9bXiUE6dOjQ4U1wK49hg8lAOBD+sazjrUxEXS18afVaquUqMoUMAIvdQiKTYNO3yY6DOxgcGyToD3Lp6UvEYjHKmTJXTl2hVqxxcPwgo6Oj161hdHCUP/mbPyGYDDJ+chxzrxmFQcHa1Bobkxv0unpRypQMu4b5g//6B3z577/MTHiG4HKQYq2Iyqaib38fmViGcraMb8PH499/HIvRwtjQGI1aA7lKft02F88u8rXf/9p2AcloMfLp//Jp5Ao5G7ENuga6uPDkBWrFGjJk6PQ6ZEoZKr2KbCxLaDVEKV2ie6wbhVpBKVtCggS9RY+AwMaFDQILAQqxAovSRT7yyEf4wPs/gFQq3W7GOf3iaQSdwPEHjuMZ9PCVv/oKMoOM4mqRVCZF111d6O16RGIRZV0Ze78dZVNJKVOi1d1Cq9EilUjbMvo6JbqqjmK2SLVSBdoy/WqNmnQiTSqY4hM/+4n29v9Z0s3StFCX1tm1b9e2P/T0lWnMbjPShJR8Kk+j3KCQKVAqlFAalSgMCrQWLYMHBtHatSg0CmrVGo1Gg0KiQK1Wo1KskPAmECQCaUuaZq1JWpfGpDHRVDZ53y++j7krc3g3vKj0KpRGJSKJCIlMgk6vQ1C0/bCzkSyR9QjZYBZDt4HusW4OnjiIxWLZ/hy1Ri2LiUX0w299Yr5Dhw7vLjpFpHcAmUz2hr8jFov5yEc+wuzsLAArKytv97I6/JhJpVJsbGyg1+vp7+9HJBLd8Ds/6Aj91dcdvf/oDVJ2X/yzL6IVabeNmAemBuja2UXPUA9rV9YwdZswKoxUihXkDTlSpZRdu3axubpJ4HKAyclJZhZmiCfi/OM//CNnz5zdfv8THzvBiZ87QcgbIp/MY9QZqRVqSDXSmwbaV0eW777jbiZ9k5gN5uuSMmKJGLlMjqffw4m9J64rYL0WjVqDf82PUBQYPDKI2WmmUqwQCoSgCY1aA5fbRTqcJuKNYLVbkclkFCNF1HI1TosTm9LGr/zcr7zpjrKr3d5/+b/+knwrT02oMTA0gEKpIJfK0TPUw/D+YYSKwMF9B1ldWOX5J5+nnq3zpa986T1pytqhQ4cOHX78FAoFVldXkUqljIyMXOdPeC1vNW642oCRiCcIx8PIDW0jZsSQj+eRKWRIxBIMNgP+BT/NVhOVVoXVbSXqjRJbi6EyqrB5bCi1SlbOrzC6axSVWkVwI8ja+hpqgxqNTsOLj77I7PnZ7W07B5yMHR4jvB5GppFRSrWbPQSFgH3QztbCFqlICv+cn3K6TH9fP5VKBRrQrDRJe9N4573olDqymSw9fT2U8iXyyTwTgxMABAIBquIqu4/u5uiJo6ytrFFIF7BqrORKOTxuD+VqedujsdFoMDU1xZWFK7TkLcRqMaZ+E96ql3Q5TWu2RcQVwVwxo+3SIhKLiG5FWTy9SE9vz+se91qmRjqZpn+knxP3nmB1YZW1lTWC/iCpSIqx7jG67F3ks/kb4rZr/R+hnSDccXgHuVzuhkkj75yXfDzP+so6pkET47ePUywUySfzqMVqiqEie3fu/SHOxA4dOnT46eFWHsOvLfC/nbyViah0Jo29y07EG6HZaGLvsyOVSXE5XSwvLROPxoF2M+WxO4+x9hdr+Nf89I304fa4UUqVVEoVnnjyiesaT0QiEXKVHC1a6rU6MrkMDODZ5UFv1OMxeViaXiKbzfL3X/97FlYWMHWbSOfSuIfdlFtl1Fo1W0tb5DI5IusRyuUy65vrzLw8g1KkJLIRYfqVacSCmPXJdZ74/56gUW8AYDQb+c9/+p85dvcxvvwPX8bkMuEZ9SBqirj03CUkggS9VU8j2QAxGJwGEoEEJrsJESJ0Nh2lVAlpRcrW+S2S8SQSqYTDdxxGa9FSS9fYTG7y3ce+S5+nj4WVBdKZNK1Gi6HRITyDHl5+5mWmp6fxHPEg1UnpcnZRKVWIrkVRapXojXrMWjNmnRnvmpdKrkKhUODEyRPUZXVGhkfQHNQwNznH6sIqqWiK2FIMl8217T11VWnl6ud5tTnownMXqDQrZDIZLr58EduwDdeQC4kgIbgURGlQkggnEEICvss++vf20z3aTXgzTDaaRaqUojPr2HHvDkqxEha3heWXltGoNKQzaTKhDOu1dRZKC7hGXOS/l6eYLzJ/fp6u8S7UBjWZcIZcKodILGrnVgZcNHINpGopRrsR26ANq9uK1Wq9rkk6HoxTK9bYOdaZgu7Q4b1Op4j0Lqarq2v73683tdThvUksFsPn8wGQTqeJx+NYrdYbfu8HHaG/1es0Vg2ZTHuUuF6rk0vluHLuCpF4O5ArF8tM7JlALBbjW/MhVAQkEgmJaIKNjQ1KtIOOWCC2XUASi8UcvuMwlm4Ly5PLmKwmunu6sVgszJ6a5eD+g9uBdq1WY2pqiqeeforVzVVajRZKuZJCq4DCpMBqt7Z1+4FsMktwOYhCrHjDoEMhKKg367TKLbRGLQZre981Rg1zL81RCVQ4cOgAq5OrROeivBh4EavJSqveIhlOkovlaFab/PGf/HHbk6xYRaFRYDKZGOob4o7b72B1dZXvPvFd1tbXqLfqSEQSPKMetHYtA3sHEAtiLly6gKgsop6t0z3YjUqtIhlPcurpU2xsboAa9h3aR0Veedebsnbo0KFDh3eebDbL2toazWaTer1OIBDA7XZvP3+tfN2zzz2LcdBItpBFa9BuF5teL24w6A0kw0lCuRBapxazy4xMI6NcLBPbiLF5ZZNyuoxCqyC8EiaXzGF0Gtn70F4kMgnLZ5eJeWPEfXFC2RDishixWExiI0E8G8c0YKKrr4uli0vMnZ3b3u748XGcA07cQ25mLswglUsx2U2M7B/hygtXqBarVLIVBLmA1qjFaraydXmLsD+Ms8fJ8QeP0xQ18Qf9PP7442TDWUqSErl0DofRgcvlAiAQCtAStbA5bYzuGmV016ud1ZNnJllcXbzOozFbyLKyuYLSqMTSbWE1vcqJh05g77Zj0VtYn1zn8qnL2PvsaJwaEvEEgfkAapGaI3cded14LTIbIe6Lb/tUXl3LVdmgew7fw5Z/i/PPnG/Hb9d4T464Rq6Tn0umkoht4ptOGll1Vqp9VXbt3UV8PQ71dgdwpVhh8vQkx8aPdaTsOnTo0OFNciuP4dcW+N9O3spElFajJbIZocfTlotLBpLY++y4XC4UKNjc3GTyzCQGk4HpC9NE41E+/Asf5vjtx7djhtd6AgIsrCxw6M5D5At5zp4/y2xhllK+RKvZIrQWYkG0gGfYs32f6w16KW4WOfjgQVQ2FU2hSaPawGA3YHAYqJfqRFYjdPV1YRu10cg3SPgTxCIx9A49z335ue0Ckq3Lxp133snS2hLLgWXWvev0qnrJ5/J0DXaxOrXKwksLKM3tKZy4L07an0YqkSIztSeTVCYVzUoT54iT3q5eQuEQe+7eg86kIx6Okwlk2DW6i7/707/D5rAxdmAMp9uJMWPkytwVgr4gW+Et1DY1MpUMpU6JbcSGzqyjlquhkCuQSWVI6hJ0ah1RX5TNzCYyhYzh8WFS6dR244der2c9s86lM5fwWDz0jfWxd+femzaXSqVSHnzgQdb/Yp2l9SU0Vg1ylRyxTIx90E6tXMM77cU37SPuj1POl5Fr5OhdepBBz64eUoEUqWAKQSYgCAKxrRjFTBFbl417P3wv3/rrbyHtlzJ6dJSX/uklcpUcWoUWtUGNakWF2qhGqVGSDqW58tQVrH1WpHIppXiJ3HqOf/nz/xKP28PTZ59GpVexubiJxqRBpVYRDUaZOz3XiT86dPgJoVNEehcTi8W2/z0yMvIOrqTDj5JQKEQwGNz+2Ww2Xzfuey0/6Aj91dc1Gg0CgQCBUIBSqYRMKiMZSxJcDyJTyghuBkmmksiMMnp292DsMRJaD7E0t4Tb497u5k0n0syem0Wmlm132e47uo9cOsff/D9/w20nb0Mml1FJVto+AA5Ynl9mJjbDrvFdWGwWJl+c5OShk3zzW9/kqZefQmQQ4TjooFFtsLW0RWghRDwRJxaIYe2x0qg2CKwGEOfFPHzvw28YdFTrVXYd3sW5M+d44nNPoLPqUGqVyBQyiokiFnk7KXPkwBEkIgmnz5xmanKKWr1GpVIhmUvSNdKFTCIjUo4gN8hRu9XILDJW0it847e+QUNoIKgETBMmxFIxpXwJxbACESJyhRzH7z5OfjDP5DOTSCoSLj93mYbQoBgrUqqU6B3rZaB3gF27drVNu98BU9YOHTp06PDe4erUcqvV9tjRaDTbBRK4Ub5OZpahsCiYW50jkUhsX2/g5nHDzrGdfO4vPwcmcI45kcqkmB1mysUytWKNlVdWaOQabF7YJB1OYx2wIpaJycazyJQyTC4T1h4robUQVx6/gkVqIb4WRz4mZ+jQEJZeCxq9hnK9zJGPHuHs189y/CPHuePjd3DhsQsszS4h18tRqBRYe61MPz+N3qGne7wbpV6JTC7DYrFgNVp5/u+fp8fTw6/9u1/DbDNvxzhLS0s8943n8F/xc2jvIcYmxrb3OR6JU4gVOHLPjR6HV4/HtR6NkXyERDGBVC0lHUxjNptx9bkoRUuYrCbqw3Wa6SaFYIGt+S2MeiMfufsjhOIhLPabx3IGk4GCvoC7y/26RaK9e/eyd+/e7WLgtd6T1yaVarUa3nUv+VieHcd3XDdp5DA68K560Tv1GLoNpJZS1xWYJiYmMJlNnaaVDh06dHiTXHt9eKMC/9vJm52IKhQKmPXmtoScpYjOqMPsMgOQS+fQS/U8cvKRbY/j2EaMfYf3XVdAgps3niRTScRSMSK5iLg/TigYwrPLg0qlQp6VU8qUqBarNCQN0pU0tn4bL33/JXZVdyGtSlGqlASDQZQ6JYJUYPzAOOnNNAfuOsD8S/OY+kxYsdJINMjWstz5C3fy/b/+PhaHhRNHTxBKhqhn6oyMjqDOqcnlcvh8PmwOG85+J6KKiFAgxMblDTQGDXvv3IveoadULiEWxHgXvJg8JmKJGEsXl7jjQ3dsy8EWC0WUSiXxaJympolt1LbtkygoBc5Pnufs988i08nYfeduAusBJIKEWrGGacxEspmkkCjgj/iRS+SQgnK8jKglYnDXICO7R1CoFNtTyCF/CL1Yj33Izh/81z94w+vy4uIiNVmNT376kxTKBZZnlynnyhRLRTamNpDJZOx5cE/b+3ByndBSiMBSALVFTbVSpV6tI2qJKGfKhBZCxDZiGA4ayOVzfPX//SrFXJFjHzxGqVJCY9PQu68Xzw4P/hU/XYNdWJwWSsUSWquWcq5MciNJtVSllCwxbB3mAw+1JQD9AT8LWwughFgiRjKWJB/Lc2z8GJ/59Gc68UeHDj8BdIpI71JarRbf+ta3ABAEgYceeuidXVCHH5pWq4Xf7ycajW4/Zrfb6e7uft3X/KAj9Aa9gWQ8SaaYaXsRmDRodBouPH+BYCSI3CpHbBDTSDUQVUSE18M888VnEJQCUpGUZ772DM5uJ6NDo22ZFv8iQl1g5OgIBrOBeq3O6sIq1m4rP/PLP0MkFkEiSHCYHcxcnmHtwhomuwmL00K5UmbyxUlGXCOIRCLOTp/FNmFjx+Ed2xNHE4cmOPPdMyTXk8hTcsLhMK1Gi9G+UR74uQe2x7pvRSqbQtKU4O53UxKXkKlllAtlsuEsrVKLOHGe+KcnMMgMWLus1Khh6DLQlDZZ21zD2mtF7VCTWE/Qt6ePnffspFav0Sg0CE4FaagaqM1qnP1ODj50kKWz7cSXzqmjFC8Ri8TwrfvwDHmweWw0Eg3sTjvPP/48pUyJ/gP9HNp3CJfL9Yad4R06dOjQocO1U8vAtvzttdPpr5WvC/qD5Jt5ihR57sxznD5zGk+vh4nxCZLx5A1xw+joKI16g0a5weKZRbQrWronumnVW2SCGXqHetEqtUiyEuZL88j0Mhq1BstnljF1mxBkAvlUnvByGJVGxf679zPz8gzytBx9VU8sFCObzLK5uMng4UE8Ex5UchVSqZTh/cMkI0k2FzbxTfnIBXIkw0mM3UYkUgmCSKCcLVMSlzA4DVhsFpx9Tsy2dkJMIpHgdrtxu90YFAYWTi8QXAhSLVS3E31rU2toddobvIbqtTrTF6aJbcT4s7/8M5LxJPNz88wszlCjRs9oD0fuOcLOAzsphou0mi1kMhmCXKCrv4v//df/9+ve70tf+dIt4zWT0bTtA3mrItG+fftuGQ/MzMxQF+rIxDIMRsOrfkj2EtNnp5m7MsfEbRO01K0bCkxahZboXPR137tDhw4dOlzPtR6+t/rb/XbzZiairk4tO51OorEo3iUv1n4r5WZ5u/A11jPGgw88yOLiIjMLM6QyKcw1M4FA4Lp7VLi+8eTaBgaDzYB9yI59yE65WCYTy9Az1oMgEgguBgmEAwzvGcaj8fDiky9y5rkzdA13UW1UKWaLqA1quvu6oQoqtYpioUgqkaJnpAez0UyPractPaspMPh/DFIpV9hY2KB/fz9NSROL3YIIEd4NL7VqjeBmkIQ3wb4T+9ja2uL5f3weSUtCPpMnX8ijMWnIRXNYnBZM3SYcPQ6emH4C36qPZDRJJpWhkC5w+NBhVjdX296J0lePg8vlYiAxwBn5GSrVCnaPnbAvTGwlRjqSxuKwUMgVCK+FMaqN6KV6EqUEOpOOQrpAoVpAqVEikUium4iePDOJPH9rn+RrpfMxQerFFCKZCIPTQKlRYvKxSSRyCUNHhhArxDQaDSy9FpR6JbGNGL7LPhzDDgw2A81aE51WRzaURSJIiKxHkLak6C16NA4Nq7OrBJYDmDwmcvEczXITpUqJo89BwpdAZVNhdprZ/aHd6I16wpthLnz7Aha9hcXFRfbt28fDH3iYvpk+ZhZmyGQyjAyNsPPhjnx/hw4/SXSKSO9CWq0Wn/3sZ7lw4QIAv/Vbv3WdtF2H9x6tVguv10symdx+zOVy4XA4bvm6NwoYTx46ue1RlM6kMegN7BzbyejgKP/w2D8g75FvF2vWZ9ep1WtMHJ+glC0RCoeo1CrIDXJsehtKhRKqkIvmyPlzVBoVdL06lEUlDxx/gG9Ev8Hawhp7Du3h1NOntk2hu/d2U1upsTmzidap5aO/+VEC3gBrM2tE16IY6gY+9YufQiQS8fm/+zzRRpTBwUFK1RLyphyxWIzOpKNnrIdGscGRvUdu6X10lWKxyKOPPsqps6dIZVJ417zo3Do++usfpVQtkSlmkClkbC5scvGpi6jkKkb6R2hUGyTzSariKhN3T7Dp3cRUMeHa5SIXzdGQNDB0G9Bb9BRyBfKVPGvza+hsOgSlgMVjQWPUUClWsA5aUWqVNCtNNBUNSzNLiMVi6o06q4uryFoyfvb9P4sv6MO123Wd/NBVfpymrB06dOjQ4b3BzaaWe3t7b/BPvFa+ttFoUG1WmT4/zdDtQxh7jRTjRcKFMN6nvBCDf/XJf7X92lqtxhNPPoFMI6P3aC9SuZS5l+YILgYx2o2M7Rsjn8+zObXJp3/h0whVgYXsAkO3DVHJVciEM5SLbak7hUKBfdhO31gf4oaYRDHB1BNT2IZtyJVy8sk8Zo8ZfY+eyFKEfDKPVCJl+OAwSq2S6EqUQrGAa8KFa9zV9hhYjWLVW+nq6aLb1Y3eqEequHkSwmwz09fXxx3H77gu0ffgsQdZj61vew3Va3UWZxb5zj98h1AsxOjOUTZyG3ijXlKtFF07umiIGhi6DGTyGTamNnB0ORCJRdSaNcqNMgaj4Ybtv5kE31WPgx+maeRWfkjzZ+cp5op0ubtwD7wab5TsJTYWNghnw7j1N8YhHTp06PDTxrUysNfeQ7+enNgP+7f7h+WNJqK6u7tZXV2l1WohkUg4fuw4xWKRuaU5wjOvFr5GR0d54skntqeX7X12suXsTaeXr21YvdrAIGlJ8M57kZqkiCQiNHoNmWQGiVSCwWxAqVBSz9WxONpxSVdvF2sLa6itagxdBuQaOWKpmPBWmNRaisN3HiafzCNIBC6/dJkP/NwHbpCe/eY3vsnqyio7ju0gshlh9oVZDE4D9VydmfkZMuEMcqmcUrZEdD2KWWmmu6ebtfNr6Lp0KGVK3ENupCop9UKdyFaEQr7A8twy48fHUTvVaE1afH4f/mU/zp1OguEgz73wHEqlEpfznyd5jSaiwSjVfJWJAxN0u7qZfmmaS9++hFghRlQXMbFvgmquyujwKKM7RwlFQzzz1DMszC2wY9eO7X16M3KI106a51t5zCYzuVYOs8mMSq/CZDaRTqTRmDUUMgWajSZKg5JqpYpOqiMXyxGYDwCQ3EpSKVTwpX1IRBL69vbRrDTp8fQw+eIkRoWR3olestkstj4bIkT4ZnzINDIEpUAhUyAaimIwG8gN5YisRdiY2cBmsbFj347thtg38115K9+9Dh06vPvoFJHeBTSbTQqFApubm5w5c4a//uu/3i4g/eqv/ip/8Ad/8A6vsMMPQ7PZZH19fduHCKC3t/d1Jeyu5VYB44B9AK/Py1p4DYvbgtPtJJ1M8+TpJxlwDFDNVgkvhFFr1WiNWs4/cx6JVkJvXy8ymYxT3z1FU2iy464dVEtVJFUJh247RD6d59Q/ncKChX/z6/8GgIsXL/Ln//PPKZaKiMViyqLytobw5OQkpl4T1m4rtWyNVqvFbQ/dxq6juzj1T6fQNrT4A/7tAEhtUSPVSAlGgxTyBVzdLsRiMVpj26D66nG6VYBRq9X4T7/3n1iNr+IadzFiG2EzuUlJVOLZJ55leGIYtUZNJpShUq3gnnBjabXlcMQqMcvTy0gtUjQeDaX5EmKpGI1RQ2IrgVQhRaxqd3kLgoBYLKZUKqGxakAAhU4BgFwlp5AuoLVp2+adRgMSuQShIhBZjaARaba71P7+63//rjBl7dChQ4cO727eaGr5tdfGycuT7Ltn37a0W0WooLPoiK/FURlU1Ct1ZDoZq0urSEvSbVk8eHWKaeeBnVQVVQ7ce4CjDxxlfXqdhXMLJP1JEoEEI10jeNweEskE9WodhUyBe4+bdDKNXC1HLpdz4dELNMoNlEolcqmcJ7/0JJl4hv0P7Gf3g7vRS/WUC2WSgSRpX5pdB3eRqWfwL/m58PgFBI1A7+5exBIxglzA0mPB5rKR3chSyBba3kbNFvVK/abHLZ1MYzKZbkheFItF/vwv/pwv/tkXUZqUbRPrWAyxQsztH7kdlUbFytIKhm4Dhx4+xPzL81TKFeRSORqh7SGpVqvRmDQks0nEJfFNPRp/XJJHt/JDUkvVDO8eppAokE1mt6eUlBolSGDpyhIP/UpH2aBDhw4/3bxWBvbae+h3q1ftrSainE4nW1tb279rMBjo6+tDLBZz4MCB695ncnLyuulllVrFhUsXsDgshMNhzAEzbrf7hobVv/xff0ldW2dzcbPtJfTgHhRGBcVskUKuABLwDHmoyqv4w34AfEs+itUiKq0KcVWMWqamLqqTiqXIBDNkQ1mC3iA7d+zk+W8+j3fFi7gq5vChwwSDQfwBP6FoiHNnz5HJZEhmk/Tv6ccSseBf81OMFMn4MiRDSWxuG6V4iR57D3a9nYqoLbE/dmwMZ7+TcqGMXqVH79az9Y9bmO1mTG4TPf092B12DAYD2WSW86fOk21lOXLyCGjAF/MxszSDXqlHQIAKOK3O9vV1CPYc3cPChQW++4Xv4nF5kNaldPV24XQ7cfY76RrqYnZqlmcefea6Kek3ExvMzMywsLVA90Q3i75F1lfW0Tv0ZGIZvEteirkiUoUUW78NvV2PWq+mVqtRypQQiUTobDoCswEKiQJSlRSD3YBEkJBNZ/Ev+FFqlZTyJcRyMb17e3EMOAhvhkEEO4/sxL/gJxVKUWvU0Fv1VANVIisRJmuT6PQ6zCYzJ+8+CTUIz7y5htj34nevQ4cO19MpIr2DfOpTn+Lzn//8DY9LJBJOnjzJ7/zO73Dfffe9Ayvr8KMkGAxuF0ZEIhH9/f0YDIY39dpbBYz1ep1nzj2zHQRe5arPjlwuZ/fwbirpCkF/kHKmzO4DuxkaHyIZS1LOl+nb34ej20HYHyYejePd9KLX6UEJU+em+J+f+58Et4L82Z/8GcViEYCv/OVX+LX/369tJycKxQLlQpnxPeOkQin86376d/SjM+lQW9Vsnt/E4rZw6J5D1IQa3qgXuVyOxWkhHoqjTqsxmUzkUjlazRZ6vf4NA4x8Ls9qfJX7Pnkfli4LK/MrGBwGrMNWKtUKgXAAjVJDKpLC6DJiN9ghDNVqFYPVQLqQxj5up1QuoVQrIQylXKnd4dyCQqoAQL1ep9lsolQqqZaqCMq2tA6AzWPDt+BDZVJBE5r1Jt2ObsYGx8h5czzw8APbiax3iylrhw4dOnR4d5NMJq8rIF07tXyza6OwLjA9N41Kr6JYLiJWidlz9x5CqyGmnp8iG87SPdCNwWBAbVazuLrI4cOHgVenmFzDLp56+ik2Fzcxd5npGuyiKWkSW4mhaWjoc/Xx7PlnkZlkmGomls4skU/mEYlESOVSiokiGq2GUr1Eo9jgb/7735DL5ABYvrDMyV86SSqdIrYZIzQfQq1Rk0vkuPT8JYrlIgq9AveAm+4d3WQiGaqFKkq1EpPZhKwpI7GRQCPXoBArEBfFpBNv7lp6ddKqLCnjGfCwsrhCNB4FAfp29NE/2s/65vp2IqxUKOEccBJeCSOXyIn5YgiCQC6ToyFq0Eq3uP+2+7ebWV7b6DI6OEpPdw8LKwtvi+TRG/khLc0tYXfYKWQLPPa3j2Hrs+FwOaAB3mkv8rq8Y2rdoUOHn3peKwN7lXe7V+3NpjyKxSILCwvbP792avm116r5hXm6d3ajNWgBGBwbJOgPsnhukYbQoJQoEQ/Eb2hYzbfyqFVq9N16RBoRjWoDQSRgtpphHHwrPvK5PNVMFZVaBcDK9AqNRoN99+9DrVBTTpeJhCKkU2mkailqm5qlS0t87/PfI+BtT8y8+L0X+f7j3wcNlBolMvUMuVQOqVpKwBdAppahVWtRapS0JC0sLgsarYZjdxzjQx/9EPlsnrPfP0uPoQfvspe1i2tIJVKsVivNahP/ih9FS8Huo7tRq9W0Ci3yqTzNapNwOIygFijECshUMkqtEpbetgTe4oVFghtBarkaZ75zBrVVTbVRJZ1Ik95Ko5KoOHDsACPjI+3CjtuGRGhPdN1+3+1MPTWFPC9/w9jg2s/r6WefpqatEWqFaCqbLL+0TM/uHhzDDgZvGyS6HmXt7BrrF9cZv2ucSqFCrVRDrpajMWiIrkWxD9g5+pGjbC1usTW9RWorhVwnx73HzcCeAWZfnEVpUhJeDyNTy1AalCR8CWS3yTA5TVRyFRQiBd6Al3q1zr7796G1akmH0pg0Jrq7u5m9NPumG2Lfq9+9Dh06vEqniPQuRK/Xo9VqCQQClMtlFArFm35tpVKhUqls/5zNZt+OJXZ4CzidTnK5HJVKhYGBAbRa7Vt6/euNBX/pK1/alrC5lqs+O5vLm5isJnYd2NU2cVxaY2NlA0El0Kg2kApSqvUq8WSccqWMUqekIWkwtzBHOBpGqpOymdjkT//4T6nX252/o2Oj9O/op1AoEA/HKRaKJANJBEFAa9RSK9fwb7W7j0r5EqKWiGq9ur3OgaEB1tbXiG5GMdqMKNQK0pk0AgLB5SAKsYKdYzvfMMC4dPoSroMubD02wv4wqWwKe6+9XdiSQjaSxdRrIrwVxqgzIqlLwABUoNwsUxfVySfyNOoNHH0O/Gt+QsshrL1WImsRYhsxMvEMtXoN6jAwPsDFly6iNquJe+PkJ/J0DXYR8UaYeXoGnUGHQWlAV9Fx3nv+hs6id4spa4cOHTpcSydmePdhMpnIZDKkUqkbppZvdm2864G7OH36NGuba9AEkUZEIpyg0qigt+rZeXwnOpMO74yXwHqA5NCrsrpXTbKLzSISJCy+tIi524zOpCMVSRFfinNi7wlqshpH7zlKVVQlXmmbaa9PrlPIFlBqlTjcDiqFCoVIgc/+2mfJZ/MAKLVKfvbf/ywqpYpsLEsqkMJutyMTZJz51hlkWhlDe4aIh+I4PA4MVgO2bhszp2ZYv7yOe8BNo9nAu+SlGqvygTs+ACLe9LX06vE6ev9RDGYDj//T4+ww7GB1bpWG0GAzuAkyUBlUCAqBwFYArVqLQq5g/737mXt+jo3ZDTKxDA/c9QD3f+J+9u7dC3DTRpdnzz/LiGuEn//Yz78tnbRv5Ie0vriOR+Hh4D0HSYVTbK5sElgKYDPacFqcDIwNvC3r6kjTdOjw08FPSsxwrQzstbwXvWpVKhVdXV0Eg8EbvJZv1nhyfv480WyU6elpdu3ahSAVOHHvCVYXVjn30jlWr6wyYhi5oWG1JtSYnZ+l/0A/EkHC/KV5lEoldpcduUxOZDPC4rlF6rk6g6ODzJ+fZ312HZVKhcFqQKlRYhuw4djjoNaoEduKMf/CPJefvEy1XN3el4c+8hCb/k3s/XbC4TCNYoPxneNkChmK+SLlYpnFc4tkEhlMbhPampZGuUE8HufU06c4ce8JbB4b5OG/fPa/8NXvfhWTYII8SJVSJgYniCxEEIlFHDpwCIlEQiAUIJPOkAqnGNs3xsalDS49d4n+Pf0YbAbyqTxpfxqr2YrUIm0X3GQNNCYNMkXbK1EkFZHKpJAqpNh77Yglr3pX5rN5duzc8YZy/a/9vAqtAg2hQVPXRFQSoTaq0Tv1aGwaWs0WjhEHpUyJ8FqYtfNr6K169A49LVp4Z7ykAimUeiXlUhn7gJ3wUpiusS60Vi2ucRdShRSFRoFrl4tSrkRkLYJcLaderXPm22cQFAK1fA2dVoe4KIYimMwmzHYznm4PqWCK5cXlt9QQ+5P03evQ4aeVThHpHeThhx+mu7ubVqtFPp8nEokwMzPD9PQ03/rWt/jWt77Ff/7P/5mvfvWrHDt27E295x/+4R/ye7/3e2/zyju8FSQSCUNDQ1SrVVQq1Y/sfdOZNE63c1vCJhAKUCqVUCrbHj06rY7IRoQnfU+SKqaw9duIJ+PkijnSsTQAhXSBYqpINprF5rCRSWTIxDPUy3USvgRPfv1J+GflG8+Ah9/8jd/kmRefYXlqmUK2gNVsxWPzUJFVSEaTBDeCNOoNfGs+8sk8ChQYjUYMJgPQ7nbye/1cuHSBRCCBxqKhlCrRzDcR58U8fO/D2/Jvtwowwt8Ks8Pe1hWORWNoTBrkSjnrc+vYhmzIpDJ27d5FKpwiEU0gFAQO7j9Iq9Xi4uRFegd7mZ2ZpXesl76RPkIbIWZOz5BP5illS2RCGZ6KPoXVbcVqsdKqt5AUJRSqBbwZL5loBlOPiXq1TiFcoLpZxegx0u3pZveB3TckTt4tpqwdOnTocC2dmOHdR71eJ5VKcXn2Mi+fe/m6hPzNbr6vdhFPXZmi3qgjVosplAsoFAr6RvvYecdOBKmASBAR98XJZtpJv9dOtRz9wFHWZtfwLfmoxqrIJXIOTxzGarfSMDTQ6DTEI3GuzF/BvceNRbCgq+tQGVTojDpmn5hl6ukp6rV204lCo+C2D91GLVdj6/IWSo2SvqE+xBIxUomU5all+vr6qJaqVHIVKvkK+VQejVmDudtMKdL2TdxY3KAULfHg+x/kQx/8EMCbvpa+9ngV8gW6+roQiUUUigWUeiWCVKAeqyMWxLTqLZKxJNKGFLvdTvlAGUEssM+977rkz2vlgK7ydnfSvpEfUq1aw6A1YLaa6RvpY98d+yjlS8yem6W0VWLv3Xt/5GvqSNN06PDTw09KzHD1HvpmvBe9ap1OJ2q1Gp1Od93jN2s8GZ4YpiavEU69Kl0nSAVGd41SLBQ5MHxg+3p3bcPqwNAAL73wEkPyIXpGewhsBJh6egr3iJtqrYpCpGD2/CyeHg/koSlpMjQwRDARJLYVw73DjcqgolVpYdQbSQfSzDw9s11A0uq0/Omf/Clnz59lY2WDjeUNVEYVe47uYWTXCFdevsLk2Un8s37kWjm2ARuCXECpUzI0OoRBY2D6hWlWF1a3P8O9e/ey5d9iKbCEwW1Ap9MxNznH5fOXsffbCQ4F6XH1bBeTnnvhOaKxKA63A/uAnXqujj/sR6VWMTg6CHmQSWRUGhWOPngUiVSy7ZkUXA/y7FPPMnZgDKfk1XPrraiOXPt5aQ1avvKFr6Cz6NDZdGxMbTBwYACJXEIpXaKYKdJsNhk6NkStWiO0GKLVaFEtV8nFcsQ34sjVcsr5MounFtvT1skShx85jEgQkYlmaJqa2D121Bo1NreN5FaSarmKWqfGrDGTDCSJb8Yx7DLw4Q9/mKA/SDgYpiyUkRqlRINRll9e5oMnP3hDE8/rNZckU0lcbtdN9/+9+N3r0OGnkU4R6RZ4PB42Nzd/4Nc/9NBDPPbYY6/7/MMPP8zDDz98w+Ner5f/+l//K1/4whfw+Xzcc889vPTSS+zfv/8Nt/m7v/u7/Nt/+2+3f85ms/T09PxgO9DhB6JYLCKVSq+7aRYEAUH40X7dDHoDyXiSTDFDOBVGY9KgN+kpForMXpxFWVBirpiZXJ5k3wP7MNvMXHj+AqsXVttdw7UKhY0CGp2mvdYKZPNZVCoVCy8tEFgJbG9rz+17MNqN/MNj/8CxO48RToSxu+3QAGldikQsQVaXkfKmcNqdCBWBHksP/ogfXZ9u2w9IkArc+eCdOLudnD11lrln56AGJ0+c5IGfe2DbkPHa4L5eq7cnqVbWyGay+Nf9hENhTj12ikQ4gW/dh8KgQCKRkNhKsDq5Speni41LGxTjRRYuLnDvvfcyODYIQCgQYnllmXw4z+mvn2ZzfBOFUoHRZGRrbgtpU4rL4aKertOoN6imqwz1DfGp//4pVldX+e4T32Vtbo3YXAyb1ca9R+7l/e97P3v37r1lokQqlW4HWFcDqpmFGYBOIalDhw7vCJ2Y4Z2nWq1Sr9dRqVQ3JuT7r0/I3+zmW5AKHLvzGFtrW7zy7CukcikUegWHHjjE+LFxBKlAqVCiXqlj67YhFrW7Y2821WLvtrP3tr3MnpulslXhA+/7AC+dfQlnv5PZqVkuT14mV8yxeG4Rg8uAY8hBNpbl9JOnWT23SrPRBMDgMHDkwSM4hh1YuiwYdUaGxoeIhqNMnZoiHAyDBJz9Tpw9ToSWQHQ1isaooVlvIpfJEWlESEQSKvEKH3rwQ3zsYx/bvk6+WYPz1yYK1Ro1uVQOuVpOzB+jmC3i6HYgFaSUAiXqzTq5eA6n3UkpXyK6GUVcvNED6Z3qpH0jP6S9J/Yy0DdwQ4Fpc2ETq8j6tkw9d6RpOnT46eEnJWYw6A3vWa/aq17ar1U2eW0BCdrXKmOXkXAgzOkXTlPIF8ilcqTzaUaOjhAIBXC73dRrdabOTvH848/TY+/h937/9xCLxEwvTjN0ZAiLz0LfcB9Wk5X16XXkGjm9E71sTG3gu+yjnCmTT+URKgJixChl7cJOrVRjcW6RQrlA/+5+ao0aUpkU7xUvf/fv/45yoS0Rb7QY+dlP/Sxf/cevEsvG6Brpwmg24t7jRqqRkkgm2H/XflqNFk9++Um6JrrIR/OY9Cb27t+LyWxCLBZjcVtYW1nD2eVEr9df18R5ZeYKz37/WTKlDCNjI9SldbLVLHOrcyQSCXbt2kWj1iCwGsBmtzG8ZxiL49VJ8Pnz8zQlTeLhOF2DXRzacwi5Uo5C01YM6nJ2MTc1x7PfepZasfaWVEdqtRpTU1P83//P/03D1MBf8tNoNMgUM4hTYkQiEa1WC4VZ0Z5wEoFUIaXZbIIITN0mkr4kEomEYqpIJVvB2e9k48oGcq0cx5CDvr19hBZCNFtNBJFAtVSlJWqht+mJrEXoknbRqDfoGeyh6WxiEkz0mntJmpMceugQ/SP9jOwc2c7JBP1BRHkRTq3zhmaRWzWXRDYiKF1K+kf6bzgO7/bvXocOHdp0ikjvQjweD5///OfxeDz8x//4HymVSnzqU59icnJyW9/29ZDL2wbHHd4Zcrkcq6uryOVyhoeHf+SFo2vZObaTv3v075D3yNlxeEfbOBnIJrPIxDJa8hblapl9h/dhUBjIR/Ls3r2beqFOPpPncuQytKAeq9O7pxe9WU88GOfpv336ugLSw596mHs/cS+XL14muhJlZOcIxrCRwHoArVVLKpGimq0SD8Zx2BwcPnyYfDZPcCHIWM8YPd09PHPumW0/IEEqMLFvAlevix5nDw8cf+CGBMPV4L5eq3Pq6VMEIgGMXUZSoRTJWpL+w/20JC3WltZIJVPYVDZGDo+gMCjwf8tPkSJXKlco5Ao0E01mLsywNL9EvVYnGowSi8SoFCvEfXG8U15kChlqqZqRoRF6enuoVCvo9XrGhsbYvfPVyaITJ07wy7/8yz/Q59Xp1u3QocO7jU7M8M5SLpdZWVmh2WwyMjLC/Pz8LRPyjWzjhsRXpVzhO9/4DkubS22t/KYDVBDcCvLCP75A3+4+cskcooqI0eFRlBXltkl209CkVW3x0rdfone8F71Jf0PRYWZhhkQ0waN//yh1eZ3bP3I78y/NUy1ViaxGCC2FWH5leXs9ziEnh+4/xNGTR1maXcLoMJIKp4iGooT9YRo0cFqcOE846XJ2Mbp7FJVSxTP/+Aybk5vYem1Uq1UK0QIpcYpj48f4zKc/86aujzfzfoiVY7j73QBIkHD+ufPITDKazSbzp+ap76rTyDfIrmXJpXMUKZIUkjz/zeev80C6lneii/3N+CEp1IqbFph2T+xGXpK/PRJ7HWmaDh1+avhJiRneq1619Xqd1dVVisUig4OD6HS6W8qJJpIJArkAdUkdi9tCV18XmUSG6MtRTv3TKQbGBjBrzLz0/ZcIR8P0jfTRqrVYTCyi0qloKppkSpntQsu977+XF154gUKkQC6fw2Q0odQqyRQy1Ft1doztIJ/Ns3RlidBSiEOHDnH/8fv5zjPf4eJjFzH0GEiEEjz/v56nXm1PLTs9TnYf2k04GUbaI2V/735qrRqJQILN6U2OPXyMVDyFuqDGYDXQP9rP+LFxlIISiVKCWqlGLG43x2iNWtaW15DWpduf4VVbAIBQNsShew6h0Wna+YV/zmVM+6cJb4ZJbiUR58VY91gp5AuIk2LSmTTpWJqV8ysc2n+Ipbkl+gb7SEVSpDNpCq0ClXoFpVLJ0M4hAlcCb8r76Cq1Wo1vfuubPPXyU0SqEUaHR0EBiXAClV1Fo9Zg4aUFSrkS2WgWc6+ZbDRLOVumlCtRMpQopUuYuk2ojWoq2QrmMTMtWig2FYzePkrf/j5kIhkKsQKpVkqtVqNRb6DSqLA5bCR8CWaemUGpVdKsNqnn6sx55/jFD/0idp39umbg0V2jjO4aBWDyzCTy/I2xxa2aSx79X4+yNLnE4Ojge+q716FDh1fpFJFuwf/4H/+DfD7/A7/+Wk3aH4T/8B/+A1/60pdYW1vj8uXLnDt3jiNHjvxQ79nh7SOdTrO+vk6r1aJUKhEKhd7W7qydO3fS+HKDzYVN1Fr1dsdp3Ben19VLJpXh+Wef58B9BzBgwOP2UMqU8Ia9FItFjAYjSoOSkydP4t3wEgwGiS3H8C/7t7fxyX//SR751UeYmZxB79QjFUvZ3Njk/ofv3+5ESW+mUTVVfOTuj1Cul4kvxFGr1fSaesnmsrx87mXCG2G++5XvYuo2UWlUSMaS5GN5dvfvZnR09MZ9++fgfqo+RSASYM/de4gH49RFdfbeu5cuRxdP/+PTZDNZdty7g3wqTzQQJbQYYvfu3W2PIqMB35IPg8eAodtAMppkfbVtoG3qM1HKlZDr5ZhdZkqJErVqjXAhTCPXoGe4h3wjz7MXn+Ur//gV6tU6aqUalUKFp9/D8MAwKoWKar1KtpB9U/r/nW7dDh06dOhwlWKxyMrKyrbnoM/ne8OEfGgmRNwX3058NRoNnvjOE8ytzOEcdzI0PETYHyZdSFPOl9mY3MA/42f3od3cce8dJINJls4s8aT4SfKtPIMjg2hNWtaurLE1vUXOmEOr015XdNg5tpPP/8PnicQj7Hl4D4N722bOXTu6EBQC575xbnudh+47xP2/eD+XX7yM2WGmfq7O9z//fSr1Ci+3XqZaqqLWqDly6AijB0aZmp6iXCtTpcr4XePkQjmy4Swb0xsMu4b5zd/4zTec8r3KzRo1MpIMr7zwCuub64glYsr1MmKpmPBaGK1LiyARCFwMIG60Jfa6nd2sb64TnY6y6/Zd2x5Ir93+O9HF/mb8kJqKJoPqwRsKTI1iA2VR+SNfE/zkyUJ16NDhJ5/3oldttVplZWWFcrk9veP1ehkZGeGxxx973QbFbDJLMB3kvp+/b/ua0TPUQ/dAN4/+5aMkl5NM1abI5XI88vFHEDVETF6e5L6fvw+pTMrp752mlC5hOWAhHA4z4hlhx8QONjY3qDarqJVqtiJb9I71MtA7wK5du5BIJBy9/Shnv38WjUKDYBfQy/Vk/BkiGxFWp1a3C0hjB8Y48uAR4qE4lgELBrsBj8eDd9OLc8DJ1PNTbC1tYXFbCPgCpHwpLGYLcX+cB973AOl0mo2FDTQmDSq1itW5VaKbUe7ceeeNHomvia+u+kCtrayR9Capiqr8yid/hQ3vBq9Mv8LW5BYmt4lUKEV4LYxIJOKF3AvUY3WG+obw+/1ki1lUDhV6V1sJZu7iHJqa5i35Is7MzHB2+iy2CRtyhxyVXkU6n0bv1FOtVkmH06iMKkJrITanNpGpZG0fR5mAIGvL+W1c2iAdSZMKp3CPu6nVaqxdXMPYZcRgNVDOl6mJakjVUqKbUcw9ZkQNEfViHZVGRddwF74FH41yA7lITiVXoVVoQaudk7m2Gfgqtyr63CqW3XF4BwunF95T370OHTpcT6eIdAt+5md+5h3dvkQi4f777+dzn/scABcuXOgUkd6lxOPx66QP9Xo9LtfN9V5/VEilUjx9HrqUXVTSFYL+IGqNmn2797U1axNhpDopIrmIiqTCo994FJFIxMi+Ebr6ughnw3hnvWysbPDAhx5AkAr4fD62Nre4cuoKH/+tj/PIrz4CQD6XRyQT4XA5KPgK13WijO0YIzwT5hOf+ATQToz9+ef+nAvzF5CqpJjMJtR2NbOTs1w6d4meoR4sVgueAQ9lcZknnnzihimcq8H91x77GraJdlfylbNXkBqkdDm7cHW7MOgM6K16jHojxVQR30UfLouLoT1DlIolohtRJDoJ7//4+5k9O0sj0mDnbTsxdZu4/NJluj3d7HtgH75FH+FmmIG+AQIbAfr29DE6Osr86XlW1lfQWrU0ig0qmgoKiwJ/w8/yqWWQwPD4MPsP7iebzr7hRFGnW7dDhw4dfjp5baewRq3BrDfT1dWFRNLW1O/r6+OJZ564ZUK+oC/gdrm3b75LlRKnXzyNtd/KyOgI/SP9ZNNZUoUUtkEbWr2W/FYehVLB0uQSEW8EhVqxbZItlojpG+nD4XKwsbDBxOAEbrebi6cvEpuP8aWvfIlEMsHawhotoYVUIaVSqoAYMtEMg/sG+YX/9gt84V9/gb6dffyLz/4LIr4IZr2ZZ7/xLNVWFeuQlVw2RzqUppQvodVqkVvlVKggKou48OwFRo+NotQoKYgLdDm7mBiYQNKQIAjCW0rEXNuo0Wg0SOaSOMYczJ2bQyqVcuiRQ9QqNfKn80SuROh191Klis1mY2L3BO4RN7PnZm86IX0tY0NjfPW7XyWRT1zniaBWqN+2Tto364f02gLTVWnCT37wkz/yNcF7WxaqQ4cOP52817xqr04tV6tt/yBBEBgcHGRubu6WDYqReASVSYVUdv3+yJVy7G47HpkHt8fNkGaI0bFRvvTnX6IsL7O8tIxcLkdn07H48iLf/utvU21Wuai8yPjYOK1sC01LQ3grjG3IxqF9h3C5XEgkEgC0Bi2ZWoZvP/tt7nroLgb3DDI5NYneoOfAAweYfmEaz5iHX/nsr/DV//erWDwW4vE4OpsOQS6g1+pJZ9Oo9WouPHkB17CLxGaCPkcfCrGCSrqCTq3D7XZjDpgJhAIEfUHS62keOfnITe/FX9vwcLNcxqFDh9i7dy/lUpkLf3uBlYsr6Bw6PLs9GMwGisEi8Uyc2clZHEMOHBMO9C49BoMBWVqGTCyjLtTfdGNorVbj8Scex5/2o9FqyGfyhOfCGN1Gevf04ja4yafzBJeCqAwqJFIJgfkAglxAKpMi18qJXomisWgQ5AKFZIFqsUo2nkVj0NAz0EO9XKeWr1GjhkgiQi6SE5oLUSlUKIaKzCZnCW+GGZwY5Pb3345MLGP6hWlGB0dZC67h6fUw4hrhzFNnqDQrZDIZkokktWKNg+MHb9oMfKvmErPNTF9fH3ccv+M98d3r0KHDjXSKSO9y7Hb79r8LhcI7uJIOr0c4HCYQeFX+zWQy4fF43lB68EeB2WSmoqmw7+irgcri9CLhRJj+/f1YHda2WXUij1QjxTHioGuoC6VMycD4AD2uHq5cuEK9VmfXwV0k40l0Ch0nP36SvXfuJR6OUywUySaymJ1maLQ9Ba7l2iRBrVbjz//iz3ll4RUmbpvA0mUhl8qxMbeBzCxjfGScEydObI9BpxM3n8K5GtyfmzyHoBDIBDLU8jUGdw+iVCnxbnpJJBM4Bh0MDw7jtriZDE+iMWsoFUuUK2W8W1723bkPW7eNXDZHqVZiZGiEVCSFIBeweCzoLXpysVy70yiZwjHoQGVSsXh5kc31TWzDNmw9NlKRFGPHxujq6WLy2UnS6TQn3neCeqmOTC1j39i+N5wo6nTrdujQocNPH6+dkDFbzcT9cUIrISLRCF3OLhKZBE+/8DTzC/NkhSy9g73byZirpJNpTCbTdYmv0y+eplFqMDw+3PYcCkVpSpr0jfdRKBeoqWoICoEqVb737e8hqoo4/MBhsoUsnn4Pk5cnyQ5m0Zl0aEwaAqEAaoWa8y+cRylXYtfY6XZ3Y1wwktnKEN+K0zXQhbXbSmQjQi6eQ66Vc++/updmscnZ02cphos4DA6oQc9wD+VWGWvVimJCgSAWWLqyhFwhJ56L0xQ3GRgZQFQUsb64jlJQcsf9dzA4Nsj0xem31FxxtVFDa9C2p7pmZ/CFfDg9ThLhBJl4BqVUiUKkQKPS4Bh3oDFpkKqkNKoNzkyd4cypMzx878Nv6F2w4d0gGo4SzodxDbqQyCRcvnj5deXvfhS8035IryeZNDY09pa7lDt06NDhR8mtJN1eLyl9Vebs3d7A99qpZZlMxvDwMHK5/A0bFOevzDPkGrpuWufqlKrb5UZT1ZDOpLF2WTn19ClW1lYYuWMEg8tAIVNg9uIslWaFiYMTZLNZ4oE4W94tdvfv5jOf/gx//cW/xrnTidvtvm77gUCAMmUs3RZyuRyoYPzoOOVGmUQswciRETQaDY/+zaPEI3F69vW0ZfkFCCfCaHQa9AY9pXiJ8HSY4GQQtaDmwJ0H2DG6A6/Py6XnL21PssibcqQFKbv7d1Oul/ncX3/uhnPgzTY8SKVSEOCOB+4gEA3gGHUgkUqQVqXonXpUShXrl9dZXlmmbqwTjocRV8SIyiL6evvQarVvKna5GhtenL+ItFeK2qGmITSoblTxz/lBAuZuM0qtkpA/RDFTRGfTkQqkKKaLmLpN7fUYVEjlUkRNETqjjsGDg4iVYs7/43kK+QIqs4pCpoDerKfVbKF1aikmikgTUlRqFUveJVyjLvYf3U/cGyfui+Oyu9h7ZC/TF6dZXF3kox/8KOt/sc7S+hIaq4besV6UUiWVUuWmzcBvdKxNJtN74rvXoUOHm9MpIr3LiUaj2/++tqDU4Z2n1WoRCASIRCLbj9lsNrq7u38sBSS4uabz2soaWqsWGnDgyAG8i16ee/I5nDudCHKB5flldHIdXaYubEM2rrx4hdhGjLCi3Qnyyz/7y1xcukg1USWTzaBUKtkzuofN4CbhcJjjx49vb//aJEGtVuPrX/86T77yJD37ehC0AlKllNH+URqyBtkzWSQKCWsra9tFpFtN4UilUsaGxvBX/CiVSkRiESuLK5QlZfQWPTKljHKxTHArSDVUpV5rF3R0Nh00QCwTU2qVCPgDNBtNWqIWGqOG4HoQiVSCQtc2wqxX6hgNRjLBDN2j3YjFYkLeEE2auIZcJANJrL1WFBoFMrmMQraAqdeEoBZQKBXbpqRvNFHU6dbt0KFDh58+rp2QEcQCyVASd7+bvCXP2VNnmV6dZvfx3Th7ncTKMSbPTaI2qDl++/HtQtK119prE1/pTBqdU4dcJkcsEROLxtCatTh6HUSCEfxX/ESWIzTqDSbumCCyHEFpVTK3OodFa8FpdW4XHeqNOpHVCOvn16kUK3zsVz6GxWGhXqtjMBgwlA2EV8IEFgLc80v34Jv1ce6751Cb1W2D5mqL6RemsTls1Co1uoe7sTgslBol8rE8nl4PAL4NH74VH2OHx5iNz3L0oaNYnJbrJqHg5s0Vt0oUpjNp7N12pqenCafC5EV57MN25HI5LaGFTCZj36F9bMxsYDFacPW50Ol0xGIxUsUUO4Z2EF2M0ufpu2nS8eq2H3/icS4tXGJoxxB6vZ56o04xXcSqsZIr5fC4PT/yTto38kNaXljG7rJfJ89zdTr9R+GHdCtPxwH7AAOOgY40TYcOHd4RfhI9Z69eb6ZmpkgkEqgUKlxOFwMDA4yOjm7vzxs1KIpbYuxWO7YeG4FQgEy6fV8/MThBdCu6LXM6PzVPrpajf0c/KrUKk81ELp5DopIwtGeIHfva0vFCRWBscIzzz5xncXHxde9tA6EALVGLerXOd77+HT7+7z6OrdtGNBRlcWaRuDrO5pVNGqUGE/sm6HJ04R5249vyodFpyGfzdNm6cHQ50N6pRafQXTchvG/fvuumyLRqLfKanLJQpmFo4Oy/8Rx4Kz5Y6UyaTCaDuceMSqOilqpRLpVpNBs4B5xsRbYQFUQomgoyoQyFdIHDhw5z21234Vv3EZ5548bQqakpXp56maa8SalSot6o0xK12HFyB94rXramtkhsJmg1W3Tv6EZr1hJeC5MJZzA4DDiGHGgsGqrFKsGFIFa3lWatyeQTkxgcBsRiMeVCGa1Ri1kwI0JEJpkhsh7BIDPw6//p19m7dy+/+9nfpSKvEFmIoNaoObj/IINjgwhSYTsOW1xcpCar8Uu//ks3HLubNdC+Vz3HOnTo8OboFJHexTQaDZ544ontn48ePfoOrqbDtbRaLTY3N0kkEtuPuVwuHA7Hj3UdN9N0Xp5bxuQxscu1i97eXtw9buan51HJVRSiBeqFOkfvPEqj0uBffehfEdwK8sEPf5Df/NPfBNqBq/q7apYCSxjcBgwGA8l4kth8jEqxQi6TY31p/bokwejoKN/57nf49rPfxjRoondXLyKRCO+ml0wqgyAXcPQ7yPgyFKTXT9S93hROrVYjHoszuTDJvgf2YR+wszC3gKnPhJAV0Jv0UALSEI/GKVfLZAtZZCIZuUSOLncXMqmMTDFDpVZB1BKRT+VRqpU0ag3K2bamtCAXKKaLKNQKsokscrWcRq2BSCJCoVVQq9ZQaBVIhHYyr1FroHPoqFVr6PQ6MunMG+4LdAKqDh06dPhp5GqnsKglIhlKvvqEHCrqClaNdXua2N3vRvimwEtPvUQhXWBkbOSWCXmD3oC+rCfui5MdzFKpVDBY2smDerlOPpzH1evivp+/j2q1ygvxF9BoNPSN9bGxsMHI+Ajd+W7WVtZYnVtFI9KgtWhRDCs4d/ocmWSG+SvzBP1BxGox65fXycVzhFfD7Lx3J4JYYOPcBmaLmYmDE5hUJhLJBOlkGkPFwMbKBoJEwOlwYnPaAHA4Hcy+PIvOpCOfybM6t0ouncNhdFwnA/za5oqbSeXqy3p8MR8b3g10ah0rSyugg76xPnwBH0qDEo1eg1KlJOlPEvKGiK3GMFgNSOVSjA4jIoMIV93F0cNHmdRMsrCywKFDh647ztcmKePiOCN3tLuoY74YLruLBz7YlgSePDPJ4uoihw8f/oHOldcrktXr9df1Q5o9N0sqnGJs19gNptfwqvH1D8MbeTqePHSSoYGhjjRNhw4dfuz8pHnOXr3eLPoWUevU6Lv0lAol5tbnqDfqjI2Nbf/uGzUoDvQNkPQnGRwdxH341WmhdCLNon9x+97z8WcfZ/i2YbrN3SzMLJAbyOFf9mPuNmPvtRMJR2gVWkwMTlzXNPnae9tGo0EgEODy1GW21raYf3mewHqAZCzJ//nF/xNHtwNBEMjYMtj0NvKJPHc9cBcXLl1ApVRh1BkJb4RpSppkQhlCcyFMUhMHjxy8Lv557RTZ5OQkT55+kqP3HH3dc+BmOZNENMHsuVmEusCLoheZWZhhbGiMeCTOmZfOMHh8EJlMhlKhbEv7S0XkJDnUJjWFeoETD58AwLfmQ6gICFLhhtjlZtf10cFR/u6rf0dRV0TlUBEOhSkVS1RKFdRWNRP3TLD04hJJfxK9XY9CpSAdShNdj+IadWHrsbE5v0kqnEIqkaIz6xi/bRyxSMyLX36R4GIQ9043orqIyHwEc7cZsUxMJpYh4U+gVqrZsWNH2/dy584bVG2uPYf0ev1bluR/L3qOdejQ4c3TKSL9mEmn04TD4Zvqh76WP/7jP2Z9fR2AAwcOvKnXdPjxkEgkrisg9fb2YrFYfuzruJmms6qpQqgJlMolXnzpRZRKJXqTHpPdhM6iQ6gIlDIlfvPnfpNkvJ3QevmllykUCqjV6tfVif6Xn/iXtFotFlcXCc9cnyS4GsDbe+3Iu+WotCpMVhMlW4mtxS0EqYBMJSOTyjDYO3jdPrzeFM7MzAxloczuPbuJr8cpiUso5AqWTi+BCLq6uhDVRcy9MgcCNBVN1jfWKYgLyAQZGoOGdDCNVCNFLBajlCoJrYQwdZuoV+rEvXEyoxm0Vi3hlTDdfd0EVgOoNWqMRiMBf4BsPItKrSIbz9I30geARCqhkCkglUkpFooolco33BfoBFQdOnTo8G7gB5G9+WFIZ9JYHVYy0VcbDrQmLX6vH0u3hWa6uf24IBV44EMPUK/V8c/40df1t0zI7xzbiS/mQ1AJXH7uMtlylmw2S3gtzNrkGoVIAVu3jeWlZQrZAjqjjthmjO7BbjQmDZFYhKOHj+JwOZDWpZw8dJK/+sJf0TQ28XR5SCfSNI1NdBIdU9+bopgtAhBcCqK36zFZTRy65xD3feg+ZHIZ9VqdF775ApPPTZIMJNHoNfSP9jM0PoRYIgbAaDIyNDBEaiOFKC8ivZ7mwO4DjE2M3XTy6upndjOp3LgvjqASmNmYQSgJPHX6KUweE/FQHBRgl9lpNVs0K02kUinBtSC1Sg25So5EJUFqkFJYKjAxOAG8fiPItUnKC1MXyJfzxMNxUpkUS9NLVEtV7nn4nh9KmvZW3fSRjQjjR8cpFAo3lavTy/WISiLSibenSeWNEkiLq4v84id+8T2VqO3QocNPBj9pnrMzMzMs+hfxDHlQqtv3mAqNAqlSyoXnLlxXFHvDBsV7H8Af8L/hvadW1o5JUoUUUX+UJ7/4JLlUjh137KCcKZPcSnJw58HtRo+r17pr721N3SYisQi+gI+VmRWWLi4R3Wor6ixOLjJ/fp7dx3fj9/rJJXIEY0EK8QIyjQyn1cn0i9OYuk3IW3JWr6yyNb/F/uH9fOLDn2Dfvn23jM9udg40Gg2yhSyRfIT/8ef/g5N3n2R0cJSe7h4WVhYI+AJsbGwgU8sYOjRErVnj0uolvvSPXyKwGqAhb6DVadEYNDQaDZCAsldJoVBAEAlU81WyybYcsEqtIpPO3DR2udl1/W//6W+5sniFAw8fQK1Sky1mCcwFEElEVCtVxGIx+USeZqNJIVkgH82TTWT//+y9eXxcd3nv/55930ejZbTvki058p44u5PYIQTiAKEQEqC0F0p/0HtLueVC74XS2+W20EJLKVAKDSFhT9KExFmczYnjXV5ka7FmpNEykmY0o9n37feH0ESyZVuy5S0579crr1dmdM6Z75wj6zzn+Tyf50GpVbLuvetIh9NY6i14XV4m+ido2tCEpdRCWVkZ4dvC7HtmHxqdBllBhtflxXncicaoQWPUYK+1E5uMFdvQLaXI9Y19byyrJf+1NnNMQEBgeQgi0mUmGAzS1dXFF77wBT73uc8t2qIuHA7zN3/zN/z93/89AGKxmH/6p3+63EsVOAcWi4VIJEIgEKCurg6TyXTF1jK/GieTyfCtb3+Lt/rewtxoxma3EY/FSUvS9OztoWF1Axo0/K8/+1/EorOOIFu5jf/95f/Nr5/69RkJtcWC7vkW8jf2vUFPXw+uYRe2NhsZaYZoNkoyliStT6PSqNCatUSno0yPT5MIJGhoaige61wJjp6+HkrrSulc34mjz8GzzzyLRq5BI9Pgm/Dhi/tmhaSCiGQ6SSKbQCVSkfKlsDRbCPvDzIzNMHxyGJPJRF11HUe6jzDmHENcEDPeM8706DQWu4VUIEW/p590LI04IUapVhKYCMza1mvKiU5FyaVypKVpNHoNE44JsquyJBPJYvLpfMkaIaASEBAQuLJcibY3RoORaDRKaVMpIW8Ig82AwWog2Z8kl86h0+oWbC+VSenc0MmUcorPf/bz5zz2XAKnd7QXnUyHZ8hD3/4+rBVWVGIVUpUUbZkWbYmWWDKGtlRLYirBkZePINfJKaQKKPKKYkJJJBKRkqZoWdeC2WbGNeWibm0dv/zqL4sCkkQmwWgzIpPIEBVElJeXIxaLi2tvWdtC3BNHrBJjMBmQS+SkEilUWhXhmTC+UR9GkxFnn5OWlhYyqQzHXj9GMpLEbDUvmuDq6enh2NAx1m5fS/vadvK5PN5JL5F4hL2v7SU4HsRWYcNWZ0NVoiKcCuMf8tOzr4eKqgpq6mvQqXUc23cMs96MMqNEXa7GNeBa4IA6a1HL7xJUWr0W50knwVSQuo46GhoakOglHOg+gFwlR6fTXXBr2nNV03/nr79DfaH+rO3qpDVS6qrqLlmRijDTUUBA4Grlnfb3qaevh5KaEqpaq/CN+dAYNJgrzIhEojNEsfMVKM7lB8717JnJZFApVfgTfkr0JbRd34bH5cE/6sfr9KKUKKmwVNDZ2fl2ocfv7pXzn22f3fksR/qOUNNUw8ixkaKAJJFK+ND/+hBVbVWc7D7JxOQE1XXVTI1PkSPHgGsAa6mVcns5riEX6WgaTV7DXZvv4st//uUFMdnZioBmAjPYq992MudyuWJrW6VViTwgJ6VN8fKBl2mxt/DRBz5KT08PCRKsu20do+5R/AE/lhYLraZW4vk4yUSSob4hSqpK0Mg0BAtB0sE0SrmSRGh2zvJcUUc0GiXpS5L1ZM+IXRa7rw+dGqKgKDA9PU3LlhaQQTKaxHnQyak3TqEyqNAYNHTc0YFCo2DkyAiRmQjkZ4t4wr4wErmE6eFpQp4QmVyGdCrNzPQMaqOa2EwM96CbxrWN1G2uAxH4R/1YTVYqaypJl6UZcA+c1aF1evzQ09ez7Jb818rMMQEBgeUjiEhXgGQyyV//9V/zd3/3d6xfv57rrrsOi8VCMplkYGCA119/nWg0CoBIJOJ73/seN9544xVetcB8RCIRtbW1lJaWolarr/Ryipzu3iELOpMOo8XIkVeO4D7p5tCbh8hmZodzVtdV875730cwF5ytBDpPQu1sCbiTrpOExWE61nbQfbQbQ6kB36QPpUZJvpBnemKa8aPjKPPKRdvhLZbgmHsomGvPEkgEyCqyVDdUMzY4xkTPbAKlck0lvqAPhUbB+k3rGR0YZXxonMBYAGlOSoO9AXFSTK25FsNaA9PeaUKxEEHVbDBYyBYoM5ah0+mwtlqJJ+KEI2HKFGUExgPMFGYQi8W8/NOXURlUyEVy5Ek5+/5rH83tzaTL03Tv7V5SskYIqAQEBASuHFei7c1clWd9cz2ltaUo1LOtxXKZHG6Hm3vuueeMfZY6J28ugVPXU0dPXw8WmQWbxoY/7CevylNeX042kyWbzVLfUI/ZZGboxBBatPQd7SMbztJZ2llMKD3+y8dpWdMCOZgYmyAajLLz/+4kFpwtOpEpZdzwgRuQqCSojWpEBRGn+k6RSWdYf9t6pDIpkUCEmqYapt3T+AZ9yPIy9o/vpyAqEPFG8Dg9KHQKmlc1s27DOgK+ACf2n6DvjT5q62sxm8xnFFf09PWgLdFiq7CRz+UZ7B0kEA6gLdWitWkJhAKYmk2UmEtQmVRIFdLZ4da7ewhOBrHV2UgVUoQ8IULjIRR6BQ3NDbS2tWK325FIJOcsBJmLRxx9DvKiPPVr66lprUGukKPUKZkwTDA8Mow4JuZTv/epC/o9OVs1vVavRSQW8eabb5IihUqlomNDR3Hd3Xu7UagUl7RIRZjpKCAgcLXyTvv7NHe/UevUlNaWIlfJi7OWTxfFZDIZd2+/m+STSXbv2j17LzSYuHnzzdy9/e7i3/5zPXv29PRQkBcwaoy0t7fPtku9EZpbmtn7yl4KqQKdmzrP6hSee7bt6etBXi7n3//h3xkdGp39mVzGxns2UlpXypH9R8hkMjS1N1FiKcG5z4nZaMZaZsU35WNV4yru6bqnOGdnbgbkHOdz66rsKupb6gFwu91MBaZmW/f2DqOqVs12FkmGefSJR+nt6wWgpL2EWDJW3HZyepIaSw3eES+pcIpsLsvR149iq7WRSqXwDntRy9Vo5Bo+9IkP4XK4OHHkBAPHBljXtm7R2GWx+3qePJZKC9Nj07TlZ13Y1lorddfV8eYv3mTk+Ai2ahvJUJLxnnHGT4xTWl2KSCFicmCSwFQAjUlD04YmxvvG6dvdRz6Ux1pq5ehLR1Hr1ZTVlaE2qdHb9FhtVhraG+h7vY/BQ4Pc8757iMfiRUHyfPGD0JJfQEBgPoKIdJnRarWUl5czOTlJLpdj//797N+/f9Ft6+rq+Pd//3e2bt16mVcpcDqpVIpsNotGoym+JxKJrioBCX4XrFRZUWvUeHZ7OLDzAOShoqoCk8HEC0+8QKFQAGDNdWv4/Oc+z0Rkgs13bV5SQu1sCTh/1M/xQ8fppJPKskrG+8dRmBREpBFGTo0w45hh2+Zt3HTDTThcjjPa4S2W4Dj9oaCitIKTJ04SNUWJBCJotBpi0RiWUgsykQxRWkQmlaF+dT31q+upa6vDud9Jubl8wTDOpZLJZGZ7LL/0PIPOQYKhIOKQmMr6SppvbkatVJPOpvGe9AqOIgEBAYFrgMvV9iaXyxGLxdDr9Wet8vT2exFHxVhtC1vhLveh/PTihEwmw9/9/d/hE/tABJOuSVraW7BX2hGLxRhsBpLTSRpqGha0pH38l4/z7AvP0rixEW1Wy+HXDvPKY6+QSWYAMJQZqOmoYeunthL2hxl3jGOwGJCL5XhGPYwOjGKtsOIb9dHa2IosK6N+dT3pbJr+wX6CoSCFSAGz1cxdH7xrQfu6pvYmDuw6wC033LLo+Q+GgphLzMRjcbLZLIFwgKrWKlQaFcdfO05pfSnNa5sJjAdIJ9K0drQiXyNHFBcx4hgh4p+d41RSUkK5rRy1WE1+Jo/P7SObyJ6zqCWTyRAOhHG+4cQ15EJdoSaVSTF4chC9UU8sFMMz4sHj9CCJSzjWcwxg2fHAYtX02UyW3S/tJifOEfaHkWgkZGVZTjpO4vf7qbZXF39XllOkstyWjkICSUBA4GrlnfD3qVAoEAwGMZlMC55/54pO5lhs3s7O53cyMjPCujvWFeOLkdGRYruy892Hevp6WL1pNZFIZEG71GwmS8QT4dTMKVbXrT7vvXJwcJAffP8HTE9NA6A36bnjfXcwOjrKG4+/gdqopvOGTlLBFMd7jtPe0k6BAv37+8lJcyT8CXxu31mPf64ioCd//CQD3QM0tjZitBhxT7rRmrVk0hm8Li/ilJiDhw9irbbSYmzB5/MxcnKErpIu0uI0WrMWlVZF2pFGoVOgM+uI+CJseu8mPAMelHIl3oCX2FiMvDZPeVs5E2MTxGNx9Eo9D93/0KLn+mwuOY1Wg8agIT+Tx7nfSV6RZ3pserYQxxchNhNj4tQEMyMzRDwRcokcSp0SY4WRktoSwtNhglNByhvKUWgUuPa70Of1nHr9FN4xL9fddh01LTWMjI4gUUhQyVXIpDJyhRyijIjGtkZGh0aLguT54gehJb+AgMB8BBHpMmO1WnE6nfzqV7/i2Wef5dixY0xMTBCPx9FqtZSVlbFp0ybuvfdeduzYUXzAFrhyxONxBgcHKRQKtLa2olQqr/SSzop/xo874iYryVLRUUHLzS1EAhFeePQF9uzcU9zuYx/7GD/60Y94/JePY7PYlpxQO1sCrqWlBccpB309fdz30ftw9DkY6B2ge3c3QwNDmHVmnMNOqiqq+NCODy1JfJv/UKAz6pDlZOilek69dYph1zCdqzoZ9Yzij/rZsGkDiGC4bxitWYtao8Zx0oF3xMutHbdeUHAjk8nYtGnTBQ/IFhAQEBC4urgcbW8ymQyDg4Mkk0kaGhowGAyLVnl+5N6PMOwapvv17hV/KI8kImjKNehMOmKRGCdeP0FkOoLBbMDtdDN6ZJQPv+fDtLa28sRTT7Dv+D7y6jwxYgxNDJHsTbLrkV3ksjkAypvLue7u68glcuhMOpKJJORhZmJm1mE0E+HX//FrqqqrsGgt+MZ8tFe3n5FUeeSxR0hpU6zuXL1gvUaLEVOFiaeeeYpndz6LY8RBIVegoa6B7XduR6/RE06Fic5ESWaTswmf382KCPvDGMuNlJaVopKpmHJOMdQ7RCFdIJfKocgpmDwxiUlnorOrk9LyUjwuD3XWOrLR7DldO3OVzxMzEwyOD5IWp7GV2lCZVeTSOXxTPk68cgKDwUDLhhbUEjUZY2bJ7RHnizmHDx/GGDTimfHg9/uZnpnG5/aRSCSwd9kZPz7OmzvfxFhuRKqQsu/1fSSnktg0NuR5eXHI+fnEqwtp6SgkkAQEBK5WrvW/T/l8nqGhIUKhEFVVVcsSxVbCXT0XF3Vt7iq2Sx0fHSeTyVDfXM/YyTGOvHIEo8FIa1ProvfK7u5u/vmf/plIOAKAucTMez/xXhq7GrlBdwMHXj7Asd3HGNWMUrKhhA3rNtDYNjsj2dHnYP8b+3Ecc9BibDlrUea55h6J9CKOvH6E6ZlpWta0MBOeQaKS4Iq6IAFT/ikMZQZGnaPksjl0Sh1Nq5sYdY+SFCWpba8l4U8gTohJpVKIsiKC00Fm/DOggtXXryYyE2HV6lVMnpykVFR6QQWxczQ0NbBn7x6q2qpobW9lZHAER7+DQCBANBClYW0DBqOBqDeKJCZBrVcTGYlQ21qL1WDFpDYR98Q59MwhJDIJBquBsZExpEopHV0dbLplE5UNlaTSKSLRCBORCawmK40tjSQmE0hl0mW59ISW/AICAvMRRKQrgEql4uGHH+bhhx++0ksROA/RaBSHwzE7UBEYGxujqanpCq/q7IRnwjjcDrq2dSFRSchIM+hsOnoP9Ra3+e///b/zzW9+E7FYvOyE2tm2t9vtVNurObL7CMebj6PWquk50sNMZIaOWztoWdNCwBvg16/8mqPHj/KXX/3L8wpJcw8F+1/aj9agRalQkk/nyfqzlIhLUCQUVBurZ2cTVNfNVh653bgn3UyMThAcCvL+re+/JDMuBAQEBASuPS5125tUKsXg4CCpVAqA0dFRVq9efdYqz66urhV9KJ8TCFwTLmwmGzU1NciMMpzHnIwdHyNiihCYDrCqdhXvu/d9HDlyhBfefAHbKhultaVoS7X0n+znwEsHigJSVXsV2/54GydeO0H9mvrZRNaUD5VORTqZJuKb7dPvGfaQ9qUpWVfCthu20dXVteSq3Gwmy0DvAMe6j1F/XT1lG8rIpXP0O/oZ+PcBLBoLvqQPrV1LMBWkenU1upCO4HRwthq3phyj0Ug+ncditlBuKOfkiZMEJgNkkhla1rVQ2VJJNBSl39FPOpimylrFpz5+7tZzcwm6VRtXMeYbIxlNkgglkEllxAIxpp3TyBQy1m1dRyweIz4dJyVOUdFWQd/JPup66s6awJsv5pgqTOjKdOx5dQ+9rl60Zi0VtRXE83Hy2jxT3inKV5WTCqcYc45RKBRm5yCEM1SvqiamiqFVa5ckXl1I0lFIIAkICFytXMt/n3K5HA6HozjGYHx8nJaWliWLYivhrp6Li+pb6mntbKVpVVNxnlDOnaNd3U7H2g58oz70Ov2i5/R73/teUUCqqK7g7o/dzZb7tqA360lEE6zetBqjykhWlqVzUyfV1dXFfVs7W4nH4qxvXs/HH/z4Wdd5evwwf+6RplRDbUctKrWKF558gYA3QGVTJbdvv53Dew6TUqSorq5Ga9IyMTzBpGuSckM5sWCMGfkMZrMZsUaMSqlibHyM6HQUi93CwN4BNEYNB/MH8Q37qNJVcfvm25ecW2hrauNnz/wMf9SPRCZBpVJhL7djsphQpGZnHZWXltO4uhGJVEL3G92UlpSiEqmoMlaxYfsGrDYrB185SPdb3aQ9aUSls51XNCYNgakAhWiBUCTE0NEhbn3frZSXlhMNRhFLxDS1NuEacaEt0aKWqUlOJ5EZZBfk0hNa8gsICMwhiEgCAmchGAwyNDRUbP+m0Wioq6u7wqs6O5lMhlOOU2R1WURqESqDinQ6TSgW4uNf/zj/9qf/xo1bbuQf//Ef3+6tvMyEmtFgZMY3g1QlxT3pJpFIFAOiEnMJ69rWoYgqeOnpl5j2T3P3g3fT1tWGWDI7dNu7zsuLj77Ik08+yYMPPnjO7yOTybjrzruQvyZnZGyEsC+MWq3mvrvvY/369cVhoE8/8zSHXz1cDLQVeQWKhIIdW3cIApKAgICAQJFL2fZmzrWczc7OHJTL5TQ1NRXvt4ux0g/lcwLBbffcRr+jH7lcTl1LHbYKGycOniAXzTHqGCWoDPKVv/wKzkEnUruUtvVtaA1ayuxleNwemjc1E5oOoTFqqGyvpP/1fgqJAtlMFr/bTyFdwFJhgQKU28shA3WVdRgsBlJjKaRS6bKqch19DhxDDmo31HLbvbeh0s66jIK+IDt/upPjQ8exldhIx9LEg3GGjg7h7nOTj+Rpb25HJ9cRDUaJRWLIsjJ0ah2FXIF8Nk/n7Z103PJ20i3cGGb3b3bT39d//vP5uwTd5MQk6+9YT2A6QF9PHxqtBqlCSiqawlZnwx/1k4llqKyvJKvIMuYbI5wJc6zn2BnXds599Mxzz3DSdZLOmzoZHhomEA8gUUpIxBJorBr8Hj+TzklKGkswVs+6jxQ6Beves47gdJCjbx5FkpKw9UNbGe4bxlZlo7G18bzV5xeadBQSSAICApebpbbevBb/Ps25lhOJBABisZjGxkY0Gs2SRbGVcFefHhfNzROyllnxjfjYcNMGWjtbz1lo8J3vfIeRkRFGR0dpWduC0qwknU4z6hwlOhOlzFRG9S3VPP/88wwMDCwQkebir60bt9Ld3X3Wa316/DB/7pHzpBOpXErF6goq1lTQvaubeDROn6OPqcAUtz54K1XNVaRTaZBAS3sLQweHkOVkBB1BxtJjpKvSRMNRHP0OCooCzeuaOfHaCWLuGIPDg2TCGd7/saUXp2YyGYZdw3invExFp7A32pHIJRw9dJRCsMCH3vshJtwTdL/ZzbB6GL/HT0V1BW3r2rCX2OnsfHsOVWldKdZTVkptpcwMzTA8Noy91s72D26nuqWaU0dOIUqLUBqV6E16xkbHCDeGsZXbCAVCTI5MkklmSE2lsNvsHNh14Jpw6QkICFydCCKSgMAi+P1+XC5X8bVer6ehoQGxWHzlFnUeenp6iOaj1NbXEp2OQg6UGiXZdJZwNMzHv/hxWktaFyS0lptQa2tq43uPfa9YtWwwG4jH4hzoPoD3pJfPPPgZNm7cyFv73qLrli5WrV+1YH9blQ17u53d+3afVUSae2A4euIofp8flXJWpKqrqzujneC1XH0mICAgIHB5uVRtb053LSuVSpqampDL5Su5/PMyJxB0ru8szjcwV5lJpBIM9g/iOODAXmentKOUhCiBO+KmRlmDe9RNfUs9jl4H0VwUqUZK/YZ6gpNBpvqnkMgktK9vpxAqoEKFwqRAKpcS9UXRa/VMDk3S1tGGVCXF5XedVYg4W8xx4sgJREoRtW21RQEJIC/Oo6vUkcvkaFvdRnNrM3te2UP/QD86s46bb7mZzTdu5q3X3uLgcwcR58VUV1Qz6hzF7XQTJ07bDW0L1qA369GUaAi7wmc9j3NxyCuvv4K11crY0BgVbRXoy/ToxnRMDU5hrbEy45lBZpQRDURpqm+iqb0JsURMojTB/vH99A/2n3HcOffRaHCU6q5qAtEAjhEHpbWlrK5eTaFQIBaKEZmO4B/zY62xUr+mHucRJ+YSMyqNijHHGBKZBJlIhkqrQmvW4p50U72p+rzV55ejpaOAgIDAxXIhrTevFU53LUulUpqamopdOpYqiq2Eu/r0uMg17iKcDOMb8WEvtRfbzi1WaDBf5Nu6fSt6jZ79h/ajU+gIuUOoVCpWNa7CbrdTyBc4fvg4R149gkVrWRB/NZQ24Bp14ZxyYq40gwy6nd08++qzlOnLePDDD9LW1Mau/bveFrvmzT0a6R1BYVBQ11aHSqsin87T/2Y/7lNu5AY5kWiEmekZkrEkBrUBe6Wd6HSUfCBPSUkJiXiCoe4h/DE/hkoDRquRoX1D6CQ6OjZ10NzaTCQUgSRL/p3r6enB6XHy0Ocewuf14Rx0EgvGKNGWEElEaGlu4SO/95Hi+Xv2hWdpaGygs7UTu92+YKSF0WzEqDeilqnR1Gmo3VhLdcOsEBeeCeMb9VFXX0dBVECqkWIvtRfnW2kNWkLuEO5eN7XWWura6ujq6BLyJAICAheMICIJCJyGx+NhfHy8+NpsNlNbW3vOauKrgZ6+HkrKS9DpdRx96Sgb3rOBYDCIQqGgoryCUDqE2WResM9yE2qFQoFUPEVoMoRGp0GUFxENRAlNhkjFU0XXViAUoK10YeJmDkuphb5jfYv+bO6BoX+sH41Og75CTyKW4OTQSbK5LKtWrTpjn2ux+kxAQEBA4PJzKQoPFnMtNzY2IpVe/hB7TiCQyqTcfOfNOPocHNx3kOGxYZLRJBabhQ999kMYS4wkoglOdJ9AoVHwzH8+w8333szo+CgSrYSOOzuwOWxM9k1Sbi+n/61+Qr4Q5dJyjr96HKlRikqrQi6VExFFKCkpobqlmqA/iFQhJRQKLbq+s8Uc/cf6MVQaKC0tPeP7mEpNxCZjJBNJWjtbaWxrZPdLuzly7AhjY2NUj1WjUWtQJpVI81IKkQIyjQyFSIGx0UgmlUEqe/taJKIJRAURRoNx0TXOT1xK9VLy0jxer5eoOEr79e2su3sdI70jOI87mTg1gdqspnlVc1FAAlBpVRREBYKhYPGY891HXbd1IZ4SY6+34+p3UX9dPcHw7LY1HTWzA77jaVLRFOHpMJl4hnwuj1Q++z1CvhAxf4y6lll3vFqjJhScPefnE4IudUtHAQEBgZVgJeb9XI2czbV8ITOXV8JdfXpc5NjvoLSulA03zc4tmn//NJqNTI5P8q1vfYutW7dyavBUUeSrra4lOBMklo2RTWa55aZbFs72lkBjSyP6vB5FVLEg/spms+zav4t1t61j1D1KOBCmdl0t1Z3VHNp1iJ/85ifcvP5mGsoa3ha7nC5EChGuqAtxQUztqlomXZOMD40zOTJJLBRDrVQj1omZck5hMVqoKKvAaDRCAaRpKalYiutuuI7KykpSqRTf+9H3SPqTBNNB6hrqqGupo7qqGrvdzohjhKmepRdZzBX1WMtm/2vtbC3+rHtvN/2OfjZt2rQgh5HSpha4tIrXcyZIa1srRp2RXzz3C6q7qhHlRUQCEXyjs2Jf6ZpSXnvtNQKGAHfffXdxvtXQqSGS7iS/f//v88ADDwjCkYCAwEUjiEgCAvNwu91MTb0dINhsNiorK696AQlmky1l5WX84Gs/wDfpIxFN8P/9/f+HWCzG1e9i4NUBOrYvFIWWmlCbS4D86Kc/Ii/Nk0/k6dvTR5YsEomEqroqSm2l9Pb3smnTJkwGE36Pf9F1+j1+TAZT8fX8KqaTfSdxe9ys27gOe81sFY5CpUCmkXHo1UPX7AODgICAgMDVwUoWHlxtruX5AoFUJqW1s5VAIkDtxlreeuYttFYtxhIjMCt0WMotPP/vzzM9Mo3jsINb/+BWGlc3IpPJGA4O035jOw1tDUSDUUKuEFq0REIRXL0uSqpLWLVpFTVNNVS3VCOVSYnH4mRTWQyliwsRZ4s51rWtY1o0TSKeWLB9Jp0hHU9TyBXQaDXF73XDrTcw5hzjyMtH8A54KbWW0ljbiM1mY3pmmkw2M9vyNpLB2etEb9Gj1qiJx+JEZ6IoUdLa1LrYEhckLqvd1Tz79LOodWqUCiVihRi1UU3nzZ1Yq6yEJkJkohlKrCVFASmfzzPmGmO4b5j0ZJr/eOQ/mPHNkJKmiu4jZYmSYCTI0MAQiWgCe62dmZkZgv4g2VwWtUGN3qjH3myn57Ueel7pITQTIuAOMHR4iJETI0hlUrbcvQWAeCyOSvW7FoDnEYIuZUtHAQEBgZViJeb9XG1EIhGcTueKuZYvhbtaKVMiVs7e60TihfmPGd8MO5/dyQs7X6C0tJSPf/bj3PmhOxdco1w2x4vPvUjfyT5Wd64uvh/0BwlMBLj3Pfeecd0eeewRrNVWYslYsUXdnCs5Ho4TG4/h9DjZunErTQ1N9PT14Ov3IdVLuW37bbgmXAyfHCadS2OpslCiKEFj0jB5ahKT0oRVZ6UQKxANRMkmskTcEaaGp7DoLFRXV9Pc3IxSqeRXT/yKqC7K6i2rizHDScdJ/H4/uXhuWUUWi81wmpvd7HK68PX7FrTrO9u92e/103eoD6PCSMgQIhfJMXJ0BKKg0+vYsG5D0S227/V9OI84OV5yHKPZSHlFObKsjFs7br2mnXsCAgJXF4KIJCDwO6LR6AIBqaKigvLyxVt+XE3MiTD79u3j2WeeJRKcHWx56OVD9LzVg0wuo/dAL2X6skWDyfMl1OZX5YosIpobmpnxzxBzxDBbzWy4bQOpVIqh40O4T7j52Ec/xs2bb+bXr/wa7zovtipb8VjeMS/uXjcfvP2DZxzbWm1FWi7Fqrcy5Z0imUzSsaGDkpoSxGLxNfvAICAgICBw6Vnq7ISV/LzR0dHi66vBtbzYEGe3243ZbibgDdCyvoV8Lo930svY8BhvPvEm0yPTAPgn/HiHveiteoKTQZRqJfWr6tEZdJQ3lxN1R+lY3cEf/cEf8R8//w/ymjzrblmH3qwHZh0+HpcHcVxMR9vbscbZrstHH/ho8bp0d3fz6JOP4nF5KCktKSaP0ok0Y31jqEVqGpoaAMhmsrz12lv4oj66tnaxcf1GPCMeTp06Rc+pHtbctIaKsgp8aR89J3qwVdoQq8WEgrOtdaqsVYx7xlnTsWbR9fX29VJSV4JWr6VWVcvMxAzhbJiCv4Cr10VpbSnldeWkoikSsQTZdJae13qITEfQm/QMDQwx6hilkCvQ1NXEsH+Yk70nuWnbTZiSJiobKqlqqCJ2Q4yDbx5Eo9XgOO5AppehLdGiMqoQy8VEg1GiM1FUKhX+MT/+CT8qvQp7vZ3y+nKmRqdwHHJgL7MTnYmyqnHVkoSgS9XSUUBAQGAleae13iwUCoyMjBQFpKW4ls8X16yEu/r0Z/H269s5dvIYB7oP0OBvKM7m8U35+MHf/YAjB44As51bJr2TZ4h8XZu7OH7oOLue3EUilCAUCDHYP4h/yk+NrYbspiyZTGbR2U5zLermYoB8Pk9enGd4dBiTxcSPfvojPv3JT/PRBz5KR1sHz73xHFmy9Pb0MhOeYd171qEz6GAU2le146n18MKvX0C8SoxGo8Hv9aNWqFHn1KgKKjZv3kxbWxtqtZru7m6y0ixysRyjyfh2bFOa4MT+E6TGUjy046ElX+/5RT25XI7jx48zFZhCa9YiUoiQ6qULWjMudm+e8c1w4LUDpOIpmrc3Y7FZaMu0cfLkSSrqKthy05ai2yvoD1JRWkH96nqy0azQ4l9AQOCSIYhIAgK/Q6vVUllZyfj4ONXV1ZSUlFzpJRU5WxDZ2trKzud38tqB13jmqWeIRWIAaI1atn9oO/GpOFKxFLPMzIMfePCCAoj5Vbk6h46Z9AxWs5XKjkoG9g4QC8aoX12Pf9yPp9dDT08PO3bs4Ojxo7z46IvY2+1YSi34PX7cvW4arY3s2LHjjGMbLUaCrwWpua6GQrzA4MFBgpEg5eLZB4hr8YFBQEBAQODScyVmJ8hkMurr63E6nZSUlFxx1/LZhjgPnBjA/4IfCRIm3BNEXosQCUd47rvP4XF5ABBLxRjMBmIzMdyn3NhqbFQ0ViCWiskXZtuoZbNZDAYDHR0d3Oy4madfepoXH3+RsroyZrwzjA6Mko1mWdOyhmx2NkkELOm6dHR0sNm5mRfefIFX3a9irbSSS+cYPDaIZ9jDnffcWay0dfQ5GB4Zpqatho1rN1JdXY1YLsYX95EJZNCb9NS31FNdP+uOOnbwGMpNSlraWgjOBJnom6Ctqo2Ojo4Fvzdzcximc9OM9Iww4Z3AZDSBEqrrqpGqpUyPTTPWP8b4iXFWbVxFc0czHreHgqjA2PExEEEoFqK9s52IL8LmjZtxDjpZtWUVsXyMTCZDJDBb6NN0XRPOfie9+3sRqUSse986RCIRqWQKsUgMUhgfHMc35MNYYeS2B25Do9EQioWQKWSYbCYcRxzMTMywdv1avGNe+sf7zysECbMkBQQErgXeaa03RSIRDQ0NDAwMoNFozutaXmpcc7Hu6tOfxbOZLGKpmOGRYfa59xHxR/CMeXj0Xx9lcmwSALFYzAc//EHe++H3nnE8qUzKTXfdxKHnDtG3p4+p8BTlDeV0buxEIVOwa/8uxsbHFsRlc9c6kUpgMM9e13w+j3vcjcvlQqaVUdpYisPnKH7/O7beQegXIQ4fP4w/5MdUbyIcDjPpmsSoMWK2mpkamyKXy+Hqc1FeVY5CpcAz7kEUErGpYxN33nlncQ5VT18PqzetLs6TtFZb0Zl0RAIRRvpGKBGVLKvIYr6zKBwLFx1WmXQGV9TFbdtvo8xetqA14+n35lAghEqh4oFPPYC1zAowG9s8IeWNF94gFowVYxvfqI/26nbBcSQgIHDJEUQkAYF5lJaWotfri21BrgbOFUS+/MrLDIwO8PP//HlRQDLbzDz4Px+kUChg0BuQpCRs2LzhwoPLee0E7DE7fW/2UdpSirnMjKXKwvjQOOZSM6N9o6QyKb79vW9z+y23c+899/Lqq6/yxstvEI6H0av13HrDrXzuc59bELDNb1WgUqmIx+JUN1TjnfYy5Biibc3sbKVr8YFBQEBAQODSc6VmJxgMBtra2q6KmGGxIc6RmdlB0CF/iMaORryjXmZCM7z+k9cJTgUB0Bg03HTvTZzcfxKFWkF1RzXlteXIFDJCkRCRYATviBelVElH26zIcP+O+6mtqeXZ559l9zO7QQ117XV0rulEpVAVk0SV9solXReZTMa999xLMp7k6Z1P0/9GPxKphLaGNjbetpE8eY7sO0IoEOKFp19AXaam3dpOPp8nl8vhC/uwtlhRzahwDjpp7WxFKpOy/f7tZDNZxnvGMWQNZ4glBw4c4M0jb2JtttI73EtWnMXaYEWpV3Jq/ykcTgelDaUYK42UN5RjX2Wn5roaxrrHsJRZsFgtyPfKUclUpCVplDIlpdZS4oE41RXVNLY1cvzIcSrqKiiIC0S0s/MLwo1h9GY9G27bgLvfTTqfpveVXmqba2eLbkb8jDnGkGQkWHQWttyyhfqqehKJBCpUiEQiKhoqEEfFRF1R9Gk9qrhqyUKQMEtSQEDgaued2HpTpVLR2tqKQqE4b9HJ5YprTn8Wn5upWNFXwcvPvswTP3yCU/2nmJ6cdS1LpVIe+PgDWPVWZnwz1LfUn3HMaDiKwWBAZpBxz233EEvGGHOP4Zp0EYgEeONXb9DT01N04My5qOOqOOqImopEBWLEeDwecvEcazavIRlP0ryqmY23buTArgMkf5tEX67nro138dxTzyEtSAmNh2Zb9srh4FsHCYVC3HDPDQQGAujEOmLBGCXaEiKJCB2rOtBqtW+f19+5obo2dxXnCU2MT6DRalizag2KhGJZ4sx8Z5En6kFpVTLcO1ycYTQ3b2p+p5XT782PPPYIpdrSooA0d33OF9sICAgIXEoEEUngXUsmkyEWi80OWJzH1ZAMms+5gsivfe5r7N+9n2xmdjjn6rWr+eOv/DEej4dTJ0+RFqX59Cc/fVFBxfx2Ana7HWleim/EBznI5XMM9Q0xfmqcVDxF04YmxFkxcWWc7z/6fRRqBR/8ww9itpqLVTK7Xt5VrJIJBAMYdUYSkQQqnQp7uZ2TjpMkShPozXom3BOza7iGHxgEBAQEBC4tl2N2Qj6fJxAIYLFYFrx/JWOG+S7ll195GVOjiXg6TtOqJlo7WxkdHUVXrcNkN+E+5cbr9tJ3qI90Ig3Mupbv+/37KC8rRyKV4J/2E5+MM5WbQmvSkk1nGe8fx33czX233FeswpXJZGzatAmZTIbSrDwzPvHPJrlO9J6gvKP8vNclk8mw8/mduMNutn1k24IWaw2lDVRVVvHzX/+cqfAUeoOepo4mtKVaXnnrFaR5Kdl8ltr2WrRGLZPjk8XPkcqkdG7oZEo5xec/+/kzzt1jP3+MqC6KVqyloC5QWlNKyBsiEUugtWpJJpJItBLyuTwyuQwSYG+yIylIGNg7gCKvoLKikkQowYhjhJnJGbZs28LmWzcXE0QarYZIIIKt2obJZkKSlhSrnEPBEOFgGHubHblYTi6YI5QIUVNRw9aPbUUsEfPUj5/ihptuWDRR11DZwFTPmd9NQEBA4FrnndB60+/3YzabFwhGSqVySfterplQi7UNnJup2Hu0lyd/8iShmRAAGq2GbzzyDRrbGnnyx08y0D1AY2vjoiKfWCTGXGlm1D3KxMwEoXCIDBm0NVoMcQOHHIeQviFl0DFINpfFO+UllA0h98tJZ9NMu6cJT4VZvWY1RpuRY68eo8xUxp7X9nBq4BSvDL3C5js207W5C6/XC3qwVlqZ9k7jmfAQ9oVpvq4ZomBpsHDPB+4prrF7bzcDzgE2b9789nn9nRuqvqWe1s5WWjtbF2yviCqWdV7nu36/9a/fQh6Qo65TF2cYSWWzadhzdVo5W0vHc8U2AgICApcaQUQSeFeSSqUYHBwklUrR2Nh4VTtczhZEvrnrTd565S0KhQIA199+Pf/vh/8PlWY2odW2uo2pnqmLDjCNhtmevFKVFPekm2w2Sz6VJzodxTPoIelLoq3Usv0z24lGokhTUnQqHfpKPYZyA7YqG9XV1cDC6qnrrrsOpUxJcDqIb9xHSU0Jdrsdv9/PcN8wHrcHUVRE997ua+qBQUBAQEDg8nKpZyfkcjkcDgfRaJRMJkNZWdlFHW8lON2lLLfIUVqVnHScxDvtxWK2sGf/HkQaESa7CedhJyf2niCXnZ3HoNarufG9N3LHXXcQiAfIa/MM7h2EEARCAbx5L5FghGnXNNKYFFOJiZ6engVFKedLcr359Ju03dK26PrnX5fzVVxnM1nK6sq4res2ju0/RjQRBRGUtpTiG/GRCqUYnxinEC1gUS8U+c7mYu7p6WHEO8L1N15PIpfAWmmloroCs9XMyQMniUaixKNxTOUm0vE0ziNOZBoZEiRkkhlcPbPtcSq2VWCwGLA2WDn04iEKucKCBFFDUwMHDx8EKRh1Rjas3YCjz8GxQ8d444U3yBfy6M16Nt22iUQ8QXQmSpmpjKZVTRw7cAyTwfSOaukkICAgsBSu5dabc/OP/H4/kUiEmpqaZbe7vVwzoc7WNnDcNc53/u93iIRmW7CaLCb++ef/XBRXVm9aTd+evrOKfKOi2Q4l4UAYrUlLNBOltrUWlUaFSqHi+PRxKldVsvvF3cgVch763EN4Jjw8/1/PM/DKABkyqA1q0uk0x171KeXMAADG6ElEQVQ9RngqjEgkwlZro35TPdPRaY70HmH0W6OUlJYQcAeobKykY20H5RXlHH7zMOqCmunxaWpraglMBTCVmc56/i7G+Xau2VVr165l6+1bSWlTrL3+zJzMue7j77SWjgICAu8MBBFJ4F1HIpFgcHCw2K9/bGwMvV5/RWcZnIvFgshcLseTjz5ZFJC27djGV//5q7OVsnP7LTG4ON/QzramNr732PewrbJRWltKRWMF4xPjZMlSSBeob66nck0lKrWKqZEpVjWuoudgDxXNFWgtWtyT7qKINJdYOt57HI1Gg9Vs5eDxg0RTUaRjUlQ6FRIkRLwRTuw+gQYNVpmV7XduL9q8BQQEBAQE5nMpH7QzmQyDg4MkEgkAJicnsVgsV/x+dLrwMjkxiVgrpqa1hoNvHEQulZMqpLDZbEw6JjnVc6ooIFW3V3PfF+4jMZMgTZpUOgV5WLNxDc2tzTgGHAwODiLVSrHfYEeSkCCyis6YxTATmEEsE7N3/97ZVmuqWUex3W7HaDYikoiWdF3OJ0bt3rWb1ZtWU8gWUKgUjA6NYmmxYK22Qg4CogCpWIrR3lFqbq55+zPOkfzp6evBUmYhnUqTyqUwWmc/W6lWUtNaw0jPCJlEhkwyg0QqQSFVEPKHcAfduI650Fq01K2vo6K5AqPRSEFcQJwXM3h0kCP7jrDhpg0ANLY14uhz0P18N2s3rWV0aJR4LE58Js6qzlWs3bKWweFBFAoFJeUlJEoTDPcNIzspwzfq4+bNNzMyOvKOaukkICDw7uR8z5yncy223szn8wwPDxMMBoFZN5LVal3QOm0pXC4B4Wziya6ndxUFpPKqcv7lF/9CTcPb91eLzTI7Q1pfwtOPP82EZwK5Uk57Uzu3rL2FYCTIcedxatfVEgqF0Jq1xULXVCyF3qwnkoiQzCeRqqVYy6xYy6y0dLTg6HPw4gsvMj4+jvukm651XYhEItbesRatQcveV/diqjRhqbQQGAmQk+dIJBK8/KuXaV7TzNTkFN5BL7GRGFaLFYlCQiaToVAoIBKJFj1/F+p8W8rsqgsVqN6JLR0FBASufQQRSeBdRTQaxeFwkMvNJlKUSiVNTU1XrYAEZwaR2UwWR5+D7Q9sZ2hgCGOJkQc+8wBiydvDOZcaXJwe+JRWljI4MMhL//ESiqyCG264ASlSEtEEockQGp0GrUFLLpSjZ28P5CCtS2OIGDh+4DiFdIFTnKK3t5f2G9tRqVWEg+EFn6k36BkfGicUCuH3+wmHwkxEJ7DWWZkZnME37SMfz7N2w1qa2poITAQYd49fUw8QAgICAgKXj0v1oD3ftQyzswAaGxuvuIAEZwovc44XjVWDSCVCqVSiU+iIh+P4R/103dlFz5s95LN5PvOtzyCWicmUZJgKTBGZjuAecnPPPffQ2tmK2qhGYpFQ11bHcO8w+WCetdevXeAm7ujowDXkIjodZfWW1RjMBuKxOCcdJ/H7/eTiORprGvGN+s57XRYrlpmLdXq6exhzj1HiKUGlViGWiZFqpQz2DDITnCGXzzE9Mk0ykCTiieByuRgaGDoj+XN68vJQ9yFQwcGXD6Ip02BNW5HIJOgMOrKpLJlohlQ0RcATwFZnQ2PQUJAXCM2EiPgiVHVUoS3RMuGdwD/tJx1Ks3HTRgqpAq8++yoSqaSYhJLkJNzQdgNWhZWpntlq+jJDGSXtJVy38Tri8fiCQd4et4eBNwbYsXUHd2+/m53P77ymWzoJCAgILCXZfjXcWy+G+a5lAJFIRF1d3bIFJLh8AsLZxJOK0grWrlvLpHeSHz7zQ2zltgX7+b1+hoeHOXLyCPIKOVtu3oJELsE37uM/fvkfNFc24x50U91ZTSr1dqFGJBDBP+anpqmGRCKBSCxCqng7JSkSi1Ab1dS315MgQTaUZdo/jbXeit6sxzXoIhQJ0bamjVgihrRWSiFeYNtHtrH3+b3se2Yf2VSWMlsZcokcU4UJT9SDaFqEpcJCJBhZ9PxdqPNtKbOrLlSgeie0dBQQEHjnIYhIAu8aQqEQQ0ND5PN5ADQaDY2NjUilV/c/g/lBpFavZfdLu3F73OhKdHz4Tz9MdCrKM794hr7jfazbsI5wMLzk4GJ+4KMz6jh+/DjooeXWFoYODzHsH8bldKGz6Ni8aTOuYReT45PYDXZqbqzBecqJs8c5W63cbKeioQKtTotMK8PlcpHMJCnXvZ0YyqQzeFwelAolbreb6cg07/nYewiFQux5ZQ9up5uq5iqUVUo237aZ+vr64myFSzUYXUBAQEDg2uZSPGif7lqWy+U0NTUteZ7BxXK+iu3ThZfGtkYmxifY99w+5GY5CXkCrUrLycMnIQOrt65m847NOPY76HuzD4laQm1tLdPuaUaPjKJT6bDaZoc3uyfdaM1aMukMvlEfG9bNumrmz2IAyEqzyMVyjCYjerN+9ryVJjix/wSpsRQfufcjjI2Pnfe6LFYss/ul3bin3MjUMsoqy0hmkkx4JwjEA6y5dQ3xUJzxoXGG+4eR5WS874PvY9w1zsDBAabMC5M/wILkZUlFCZMvTZJRZtCqtQQmA4TCISLBCJKChKA7SGQqQiaVYejwEEq1klw6h2/ch2/ERyI660rTG/Vk01lGnaM0lDdQVVVFdkMWcVCMIqooJqHuufmeM5JQ3/7utzFbzcUh5vMHeYuiIsp15cWk6rXa0klAQEBgjqUk26/l57zTXctisZiGhgb0ev0FHe9yCQjnusds3biV53Y/h1wuX7BP0B/kxP4TBGNB9FV6Nr5n49sxQHQ2BpgYmUCaknJo1yGURiXh8Gx+YnpkmkKiwHD/MLlEDu+Il1pxbbHA9/jx40wFptCV65APypmYmMDv89Oh7WDEMcJAzwC2chttHW04+50Mugfxu/zUtdUR9AeRK+TcuvVW6urrcPY78QV9qEvV9JzowTPqQZKSnPX8XYjzbamzqy7kPi7c/wUEBK5Gru7suYDACuH3+3G5XMXXer2e+vp6JBLJlVvUEuno6GDg1ABf++zX2HjbRgLxAPXr6iEHmzZvor2tneMHj/Pqs68iDoppb2tfcnAxP/AZHR1lKjBFXVsdKq0KspAP5mnoamDUMYpEKlkwlBJgaGCIZ8PPEg6HaWxrxFY1W6W0ZvMaDr91mNHkKFVrqwBIJ9O4el1EpiOsalzFhGcCa72V8ppyyinHOeikoqOC9o3tjDpH8Ux7qK+vX/EBogICAgIC7yxW+kH7bK7l0xMpl4qlVGyfLrzMiRHuKTeDA4M4u53c8d47aKtro+dkD6lUinw+j8luIjOTIRPIECGCKC6iqaKJjes30v16N9ZqKy6nC5FChCvqwl5qp7Gtsfg5c7MEevp6WL1pNZFIZIGLJhKIMNI3QomohK6uLrq6us57XU6vuHb0OXBPualtqCXoDZJRZ3D1u0jKk8z4Z5iJzLD9Q9uxVlghDRvWbaC1s5VUKkXl7ZV8/MGPLzif3d3dC5KXJ7pPoNApEIlF5KQ5pAUpEycmcB50UsgVECNGY9Cw5YEtzLhmcB9xU5AVkKvlSEVSCukCEU8EUiARS6gor0Cj1SCRSAgHw7S3tZ+xhtM5fd5kIpHAXGmmo7wD75gXVVxVPD/XYksnAQEBgfksNdl+LXI217JGo7ngY15OAUEmk9HT00NJScmCe1cmk2HcPb5AyPJ7/ZzYfwJnn5NoNkpTVRPxeBytQYtYIkalVVFaW8qwbxidVsfAwADxbJxUJkV1SzUqhQqFVoHCqKC8rJxkKsnkyCR73thDVU1VMReRSWcw68y03dPGgT0HcPW6sBltWIwWamprkMqkNLU3MT06TTgXZuL4BKKgiEp7JY1NjYjFYjbevpGpySmcg05mXDOkRWk+/clPr+j5W+rsqgu9jwv3fwEBgasNQUQSeMfj9XoZGxsrvjaZTNTW1iIWi8+x19VDIpHg+9/7Pnte38OpvlPc+/v3YlQai3MHJBIJG27aMNuzP6o4b+JiPvPnGfQP9KMuUZNIJ1DkFehMOibGJ6hqrcIf8uMcdBaHac4RnJmt+CkzlNG/vx/fpA+dSUcsHCM6FSWZTNIv68eoMuIZ8TA1MkU+leeU+BS9fb20bW4jm8kilUmJRWNU1FUAoNaoCQVDxc9ZyQGiAgICAgLvPFbqQftqcC0vqT3KIq1upDIpJRUlPPPTZxg+OUxwOsj3nvwe6XSa+HQcb8aLQqTgzjvvLMYP3Xu7UUQV3L/j/mKyytfvQ6qXctv222hsa0Qqe/u7z80SmEucdG3uWuCi0Wg1rFm1BkVCUUzSnOu6ZDIZMpkMU8NT/OCbP6C8oZzgVBBLuYWgN8iEc4IMGUSlIjRKDTlVjt6jvUwNTdHY3EiNvYbGtsaztvjJZDI8u/NZfGIf3T3dyGVydv16FxKDhOqGalL5FP4xPxK1BElGglwnJzgVRGFQkM1kaV7fTMQXwT3qRqlRkowmsdqsKMVKWtpa0Jv1+KZ8hNyhZbUZOn3e5Fw7wAPdB/Ce9PKZBz+zzN8aAQEBgauXpSbbrzUuxLW81NlQl0tA+MY3vsEXv/hFVCoVu3bt4oYbbih+/nwhyz3qZnh4GLlGTs26GibcE6hL1LhGXIQCIZram2aFJLWKmdAMjkEHcp0cS5mFZDLJ5OgkUpWU9hvaKbWVopQq2f7+7Uw4JnjjhTcwlhixNdgY7h3GN+qjqryKG26dXcvLr77M6OgoOqMOj8eDpdRCNBQln8hz3wP3YTaYedb7LOYSM2KxGGulFbVejbHESGtnK22r25jqmVqRczn/+h0+fBhTyIRUJS3GVXOs5OwqAQEBgasFQUQSeEeTTqdxu93F1yUlJVRVVV3VM5Dm4/F4uPvuuzly5AgAoUCI+pp6rt90/RnbLjcAz2QyC+YZSDVSZFoZE94JYtEYoZkQGq0Ge7mdUwOn8Hl9C/afS5YY9AbW3rWWfC6/IIn0wY98EPeIm4EDA0xqJvFMeMhJclS1VlFWX8ZEeoJjJ48hloq5+c6b0Wg1RAKzAzzjsTgqlertzxKCMAEBAYF3BcsdvL2SFAoFxsbGigLSlXItL6Vi+6MPfPSMVjfTU9P859/8J8MDwwBMT01zsvskW27fwp49ezCoDGxcu5Hq6mpg4WyF+cmqOYHKarMWBaJYNIYYMZHpCA9/4GH6Hf0EZ4LUt9TT2tm6oMhkTpg6H/MdV21b2qgIVDDYP0j/iX426DeQIUNGlKH1rlaM5UZmpmYYc45BFsZPjqOT6thywxaOHzq+aIufueMf7jtMyy0taEu1vLXzLUYmR1i7di32VjvT49NE1BEaNjcwcWoCnUmHxqohnUwzMTpBXUcdulIdBU0BhUqB2Wzm8HOH0Uq0RQdWNBol6UuS9WSX3GaoUCiQiqeK8yZFeRHRQJTQZIhUPEWhUFjKr4qAgIDANcHp7tn5XMvPeePj40UBaSmu5atpNlShUOBLX/oSf//3fw/MCmLPPvtsUUSChUJWd3c3CRJsvGMjfY4+YqkYao2aqtYqxvrH8E56Kassw+Px4PV60Vl1PPA/HiDoDTIyOMLeF/aiNCuJTcdQmpWsbluN3W6n67ouCrkCu5/bjSQvQV2nZsO6DdQ21vLWa28xFZhCb9LjHnZjq7QxOjbK+OA4CV+CbDTL0fxRFCiIzEQotZdiq7Gh1CwU8Vbqd+z069d+fTvHTh7jQPcBGvwNdHZ2IpFIVnx2lYCAgMDVgiAiCbyjkcvlNDQ04HA4KCsro6Ki4kovackMDw9z11134XA4ALBYLHzgQx/AO+PllddeQaVSLXAjLTc46unpWTDPwGQ1IVKIsJZbGekfwdfr4/Zbb8dut6NEycjICN17u8/oyRzUB4mGo6y9fu2CJFI2k8XR60ClVuGZ9jARmGD9DevZuHUjcoUcuUbOge4DDI8MU9FXURwK7i33Ep2JsqpxFbDyA0QFBAQEBK5OrnRyRSQS0djYyMDAADqdbsVdy0sVyJZSsX16hfCwY5gf//DHOAecAEgkEn7/f/w+zaub8Xv9hMfDpGZSeEu8ZBPZc85W6OjoYNAxyCPffoSZ5AxShZRcIUcqmkIn1eEYctDW1Mau/bsuauj3nONq7S1r8Xl9eL1eLKUWSstLmYnPEIvEUNYqsVRaACixl5BJZygxl1BiLmHi8AS+Pt9ZW/zMHb91TStKpZLh3mHGXeNUtFWgNCnJiXN4J7woDUrq19QjU8nwODzYGmzoS/S4+9yMOce4/q7rUWgVnDp2iuBEkGw8y/aHtiOVSjlx5AQDxwZY17ZuWW2G+h393Lj9RnQG3YICnC1bthAJReh39LNp06bzHkdAQEDgWmAx9yxc+895dXV1DAwMIJFIluRavlpmQ2WzWT796U/zox/9qPjeX/3VX/GVr3yl+Pr0mKW3r5fKjkp0Rh32cjs6vQ7PkIfyhnK0Zi3T3mkMRgOuPhdhb5iuLV2YbWbMNjP1q+tJJVPoKnVIRBIsZkuxoAUJdG7oZKx/jI1bNrL2+tnv33+8H7fHzbo711E7XYv3lBe1VM3BvQd5fdfrlNeVs/bWtUhVUrzjXkQSESPDI8RisQUi0kr+jp1+/bKZLGKpmOGRYfa59xEPxVEpVCs+u0pAQEDgakEQkQTe8ej1etrb2y/bMOyVoKenh23btjE5OQlAZWUlf/bFP+PU+Cm8Xi/VndVkZVlOOk7i9/uptlcvOzjq6euhfUM7I64Rdj6+E7FKTE6Uw2wz4x/zY1QYaWxrJBKMYJAZeP/W95ONZs/oydzT03PGQ0E2k+X5J57n5MmTrN20lkQmgdFkZNgzTPrlNDffeTN2u50GfwP73Pt49flX2XrPVtLBNC8++iKNbY2ky9N07+0WgjABAQGBdwlXQ3JFqVTS2tqKXC5fUdfycgSypVZsz1UI2+12tm/fzkD/ADDbgu8f/uEfUOvVTPXM3rM//wefRyQS0TfYV3zvbKKHTCajqrKKaDSK2qrGWmPFYDEgyooIT4Z57pXn+Gz1Z2mxt1zU0O+evh5MFSaOdx/H7XFjrbZSUVdBJBPhRPcJkokkt224rbh9IpYgOhOltqYWUUZEciTJ5z/7+XMe31ptpVpTzbNPP4tEL6GkugRLg4VsOktBVCCXzWEwGciL85jKTIwcG6Guqw6RWIS5wsxY/xi17bXo9Xqy6Sx7n9qL1WDl9V2vI0aMUqzkI+/7CPfvuH/JAmcmk+Fk30mk5VKMOWNxFtJcUdDQwBBTPddmaycBAQGBxejo6DjDPbvce8bViFQqpbm5GbFYvCTX8tUwGyqZTPKRj3yEp556CpgtoPnud7/LZz7zdhvVxWKWA70H8Ia9HD9+nFWrVtHZ2cnuV3bz1lNvobVoSYQTjJ0Yw3XUhUamobGzccHnqjVq0vE0WoOWRCKx4GfBmSCNNY34Rn3FnIJz0Im12opMLiMRTrD5xs1UV1dT11jHr37xK+xNdsrLylGpVGzq2oRCouDx7z7O8794nrb1bSv+O3Z6e9y5gt4tt2+h4lQFrz7/Kt27urn9ltsvyewqAQEBgasBQUQSeEeRy+WYmZmhpKRkwfvXkoD01ltvcc899xAMBgFobW3lm9/8JkedR7n3Y/dyvPs4oydGsVZbkSvk7HtrH735Xm7sunFZwdFMYIawPIy6XE2Vugq/x4/jhANXt4vy2nI0Nk2xRUxbVdtZK8AXeyjo2deD0+nkpm03seWmLbz+xuvU2GuQy+UcfeUojj4HrZ2tdHZ2Eg/F6d7Vja/Px/rW9ShXK0ln03hPei/ZAFEBAQEBgauPy51cKRQKTE9PU1JSskAwUijO34ptuSxHIFtOxfZiruWdO3eyYcOGRdexcePGJa33pVdeQluh5a6P3oXerC++H54J8+LjL7Lr1V18+c+/fFFDv4OhIIlEAs+0h+Y1zRTUBXzTPnQVOrROLSP9IziOO7BUWEjGkkRnopj0JmzlNvoO9WEymM7p7ppzdFXXV8NvIJvPksvlCEwGyJHDO+wlnUiTz+fJF/JEZiLIZDJs1TZigRiepIeQJ8ToiVFEGRG9r/Zi0BtYf9t6FBoF2VQWcVwMy9Aa5xJzrgkXNpONGnsN8Vi8WBTU2dl5Tbd2EhAQEFiM092zF3LPuBrw+XwYjcYFjqPlrP1Kz4YKhUK8//3v5/XXXwdm1/7YY4/xoQ99aMF2i8UszauaySgyTAWmsExZWLt2LRaLhYNvHWTv63sJTYSorqzGKDci1ouJhqMA5PN5fL5Zt7Gz14mt3kaFtYL62nqqqqqIBCP4Rn1su3MbY+NjxZzC2PAYliYLw33DlJnKsNvtALgcLlZ1rsJcYeb2W29fsO4bt9+It8+LIqpY0d+x09vjGuyGM+7dcoWcqZ6pZc2nFhAQELjWEEQkgXcM2WyWwcFB4vE4uVyOsrKyK72kZfPcc8/xwQ9+sFids2HDBp577jmefeFZrNVWrGVWbr7z5uKMAn/UDzEwGo3LbvMTDUUZTY9y2/23odLOzh/KZrIMHh3k5d+8zLBvmLX2tecNvOY/FBzvPc7Y8BhRT5TW1lbWdKxBIpGgUqmIx+JYy6xYq604B520drbO/kyh4vZbbhcCLgEBAYF3OZczuZLP5xkeHiYYDBKLxaitrV2282g585uWI5AttWJ7MdfySy+9RGtr64LPuJA5U85hJ/a19gUCEoDerMfeaMfZ7bzood9Gg5G+Y32U15YTmAwQyUVQV6ixWC20iFpwnXTRv6efsrIybJU2amtqsZXb8E34cPe62XHLjnO6u/QafXFuU0VNBfISOYdfP0xwKEjbzW3YamxMDU4RC8QIaUJEpiJU1FWQTWUprS1l+OgwsryMoCNIiamEMnsZ199+Pdu2bSt+h6B/eS65ucTcbffcRr+jH7lcjrXMSqI0wXDfMLKTsmu6tZOAgIDA2bjYe8aVxu12MzU1hc/no6mp6YLmJV7J2VAej4ft27dz9OhRYNa1/NRTT3HHHXecse1iMctc63lFvQL3pJvq6mpqamoYHx2nxFrCrbfcSntXOy8/8zKHDh0imAqSk+YQy8T0H+onmogiVUjxj/sRI+bJp56kzFiGSWGiraqNrq4uurq6ivFK2p8maUqyqWtT0akbj8RJRVJIVBKkGSmFQmFB7GaxWch4MiueV5jfHlej1WAtswIU790Wt0UoABEQEHhXIIhIAu8I0uk0p06dIpVKATA1NYXVaj1vX+KrjaeffrooIN1xxx088cQT6HS6BYk1qUy6YIj1XNuT5VbX5At54uE4mXQGFarise0Ndsoqy2i1tC45AJPJZFx33XUYDAaCwSAvv/YyhjIDYtHsLAl7uZ2TjpMkShPoTDomxieAa78PtoCAgIDAynG5kiu5XA6n00kkEgEgEAhgs9nQaDRLPsZy5zctRyBbasX27t27iwJSa2srL774IlVVVRe1zjlEEhES+eIJMolcgkhy8a3+KssqyezJkEwlIQ+lTaVo7Voy6Qwmq4l7PnkPz3z3GYYODCHOiymkCvQd6sPd66bR2khDQwOvd79+VndXjbmG8eFxDmYP4nK4iA/GkWvlVJdXM3VqCmulFaVKyfCJYUaPjVJRU4G6Qo3zmBO5Rk7YG6Z9UzudHZ1MnpokK8/S1ta24Dss1yU3l5jrXN9JJBLh6CtHsVZb0Zl0eNweBt4YYMfWHddsaycBAQGBdxqFQoHR0VF8Ph8AsViMYDCIxWJZ9rGu5Gyonp4eTpw4Acy6lp955hkUCgWPPPbIWZ2882lsa2RifIK+w30olApKjaUM9A3Qvb+bNdet4Y577+Ct195CZVXRuLqRoYEhXn3iVQqSAmKRmLquOmyVNpQoyaVyjAyOMHNqho/t+NiCWGROaJw7V3qNHolEQjQYZXpsmkgwQnQ6ikgiYu/+vVRWVF7wjOizcbZ5UG3NbXQf7SbcGEZv1qPSqtCatQwMDFCYKQg5DQEBgXc811aGXUBgERKJBIODg2QyGWA2+dLU1HTNCUgA3/nOd/B4PMhkMh599NFiS51LkVjTGXRUiCsWJDAigVk7eUVJBXqd/vwH+R2nJ+TUKjU5cQ6dWQeA3W7H7/cz3DeMx+1BFBUJ844EBAQEBBZwOZIr813LAGKxmIaGhmUJSLD8+U3LvY+frWI7k8nQ3d1NT18PWVGW9977XoaHhnnppZcoLz9TpLrQOVONNY24xl0koomiWxkgEU3gG/fRWNN4xj7nYy4pc/T4UU45T5GMJwlMB4jlY5jaTIjSIqad05CFElMJOVWOpvYm4v44x184Ti6bo8xWxn1338eHPvQhfvXkr87p7or6ooQnw3T3dCPXy5num6Zucx1ShRR5Wk4ymCSTzhAcDZJKppCIJWSzWRLRBBFfBJVKhX/Gz4lDJ/AOeVl7y9piO50Fn7cMl9xcYk4qky5wlk+MTyCKiijXlS/bWS4gICAgcGmY71qeo6qq6oIEJLiys6HuuOMO/vM//5OvfOUrPPPMM5waPHVeJ+985u5b4Zkw08PTTPVMMd43zqpVq9h+/3YcfQ7cHjfr7lyHWqdm74t7ObDrAF63l7KmMhQFBR3rOiizlyGWiBl1juI67CJL9rwt8w0lBsR5MYO9g/in/eTkOYy1RnKK3EXNiF6Mc82DsmatlJeUL8ifuJ1uRo+M8uH3fFjIaQgICLzjufay7AIC84jFYgwODpLL5YDZOQbNzc3I5fIrvLILQyqV8vOf/xypVFq0yGcyGaRIeenFl3BPu7GWWrGX27Hb7cUewosFS+drX2MxW1BVqNAZdMUEhkarYcO6DURCEdRJ9ZLWnMlkcDgcCxJyXWu6eL37dYL+2USgRCKhs7MT2UkZA28MUK4rRxFVXHN9sAUEBAQELh2XOrlyumtZIpHQ1NS0bAEJlj+/aSUEssUSG++teC9Tzine2vvWouLDhc6Z2nbnNr732Pc4sf8EpbWlqDVq4rE4HpeHQrDAtge3nbHPUtbeO9pLJBEhIU6QkCRIi9IM9w1TX16PJCBBqVQiFUkJ+UIc3nUYuV5Oc0szt2+9vfi7oNVpkclk53V37XtzH8lCElupjUA4QDwYJ+AOIFfLQQTpTBq5Qs5dv3cXB3YeYLJ/Er1aT2VlJVlLlkQkgTguJjgTpMJcQWlJ6aLti5ZTzKPX6BnoG8AT9JBIJFCpVHRs6MBut3PswDEUUYUQEwkICAhcBZxeJCkSiaitrcVsNp9zv/M9g1/J2VAPPvggO3bsoL+//5wFJjXmGiZHJ8+IWaLhKGqZmk9/8tOsXbuWb3/325R3zBZGOAedWKutxTa4bevaiCfixGZiGGuMlJSUUFFdUTyWWqNGqpASCoUWXevcudq9ezd9A32MukdJJpNsuXsL4XCY8d7xi54RfTqZTIZf/vKX7HxrJw1dDaTEKaQqKU1tTWRVWXwRHy3tLVRGK4v5k4AnwKraVUIBiICAwLsCQUQSuGYJh8M4nU7y+TwAarX6mnIg5XI5/vzP/5yHH36Yzs7O4vvzB3rPJV2GpofQ6XWMOkbxh/ycGjiFEiUGmYG2qrYzgqXFEk0zvhkeffJRcj/NUVtXSywcYyo0xb0fu7fYGg9mE1qjfaNs2rLpvN8hlUoxODh4RkJOLpcz5ZlaNBG4Y+sOIcgSEBAQEDiDS5lcOZtrWaVSnWfPxVnu/KaVEMi+/OUvMxWa4uP/4+MLkz4tZ3cVXeicqa6uLraNbGPf8X24/C6kCinZVBZxXMy2G7fR1dV13vXOp6enh/7xfkxlJgKuAGqLGp1ch7hMzMmfnmT06Cjigpj6lnpSsRR7X9qLWqmm6/YuTGoT9S31s99nnoPqXO4uv9fPyb6TmJvMtHe002ZqI5PP4DzlxFxlLrbczaaz9HX3EYvEaFrXROuaVirKKlCpVMWCnWMHjjHZM8nM+EyxOKZ4fpcpAvqmfXT3dbN2+1psdltxMLdryEV8Ms57bnrPss6rgICAgMDKs1iRZENDA3r9uTt1LLWF7OWYDfXcc88xMDDA//gf/6O4trn46uVXXsbUaCIcC6Mz6ooFEnMFJslgkhZ7yzljlkwmQzgQZujNIVyTLnp7e2m/sZ18Po9YLCYei6NWqYmL42TT2WK+YI54LE42lcVQungRRqFQwO12YzQauX7T9bOt60yVbLplE9lMdkVmRM9n7tr918v/hW2VjYq2iuI9OlvIEvaGKWkowTPt4fpN19Pa2Vqci7h9y3YhtyEgIPCu4NrItgsInMbMzAwul4tCoQCATqejoaHhggZcXglSqRQf+9jH+PWvf83jjz/Onj17qKurO2O7uTY012+7Hq1eWwyWfF4fIyMjvH/r+xevPD6tfU0ulyMUD6GoUjDSN0KFqoKSyhKGXxvm0X95lBu334jFZllWQmuxhFxzczNKpRLgilZZCQgICAhcm1yK5MqlcC1fSHu6C70vFgoF/vf//t984xvfQCaXcdM9N7H2+nmt8s7hKrrQdrgymYz777ufpoYmevp6CIVCGEoNC6qpl8Oxk8fQGrT4pn0UpAWsdisxaYwKTQXr716Ps9vJlGOK6GSU5tZmtBotpY2liAoi7OVvt5Cb/13P5e46sf8EYp2Yrtu70Og1THunyZEjTx5LjQV9iR6dSYe5xMz02DQTIxME3AGSzckz1m40G4kZYlTbqy9KBOzp6SEpTbLmujX4hnyQBZ1JRyqeontPNze03yC0whEQEBC4wlyMa/lCW8iuND/96U/5xCc+QS6Xw2Aw8NBDDy0Qt+QWOUqrstgKrrOz820h6XcFJg9/9OEzYpY7Nt1BoVDgJ4//hLfeeovJwCQyo4yqjipkGhmnTp0iKUoik8jwjfkoM5SRjCYZ7x/HsOHteCMRTeBxeRDHxXS0nXnfW6yNYDqbprKyErjwGdHnconNXbvSmlIaVjVgLbPOrrU0gaPHgTKhZOjwUHEe1OVqQyggICBwNSGISALXHPl8nomJiaKAZDQaqaurQywWX+GVLY1IJMKOHTt4+eWXAZienubo0aOLi0intaGZHyx17+0mG128h/Dp+7ndbqYCU6zetBqNTkMqmGL9lvXUNdXx/C+ex9vnJePJLEvoEYlExWugVCqpra3l2LFjPP/S8ziHnYgkIhprGtl252zFsiAcCQgICLy7OV+Ll0vFxMREUUBaKdfyhbSnuxCBLJfL8cd//Md8//vfByCTznD84PEFIhKc3VV0rnV6hj3Ul9QvOlRbJpOtqKAXCofQlmkZnRiddSHV6ghOBFEr1NR21uJ1epEr5ciUMura6ug/0k8kEKHMVHbGHKK577qYu8vv9XNi/wmcfU4UdgW9J3vRWXRYyi0ojUoMpQYymQxKg3J2bqMIdBYdNWtqGNw/SDwZx2A3FKuP/X4/uXgOs9l80cUxPX09lNaV0rm+c8EsJI1Ww6pVqzBbzEKsJCAgIHCF8Xq9RQFpua7lC20hu5J861vfKrqPAF5++WXWrFmzQNyanJhErBVT11bHcN8wFreF6upq4O0Ck9NjgPkuq3gmTt6UZ92N6zj44kGeffRZ8uI86VyadCGNXqPHoDWQl+eRSqRMO6bpTfWST+aRyCX4xn2zrXFv3LaoADM/zyASiairq+NE/wlmfDNIVVLck+5iS1h7uZ0Z38x528qezyUWjoSxVlvJSDNEApHifiqtCoPNgFFjRC6RF+dBCQWyAgIC70YEEUngmkMsFtPY2MjAwABGo5Hq6mpEItGVXtaSmJ6e5j3veQ+HDh0CQKVS8Zvf/Ia777570e0vtA1NMBSktLKU0dFR3JNu+gf6UZeoSaQTaI1aJscnAbDYLLStb0MRVfDxBz++rO+iVCppampifHycqqoqnn7maZ5+6Wny2jz2tXYkcgmucRffe+x7bBvZxv333S8EWAICAgLvUpba4uVSUF9fz8DAAFKpdMVcy5djOPZ81/IcH/6DD/OJz3/ijG3P5io62zo9wx7Ck2GGRcPYam2X/HqYjCaS4iQFcYGCsYBEKUEmlZFJZUhGkzSsaSCVSjF8YJiJygnSwTTaCu2C6ujTv+vp7i73qJvh4WHkGjnmGjOKEgXxTBxbiQ2VQYVMJqO0phSFSUE6kSYejGMwGFDJVZjKTai0KvKp/ILq4xP7TxB3xdm0ahOP//Lxoth24+Ybl504movpTq+ghrerqAUEBAQErix2u51UKkUikVi2a/lCn91XgkKhwF/8xV/wN3/zN8X3/uiP/oh/+Zd/4ac//+kCcauhqYGDhw9S2ViJ1qzFPemmurr6nIUw811We17bQ82qGmLRGNYaK36/n0Q0QWI6Qf/r/ZTXlNO2o43gdJCxgTE2rtqIyWzC1e16u9D0wbMXmopEIurr63E6nZjNZoaHh3E6nLzR/Qa1G2qpbaultKKURDzBge4DeE96+cyDnznn+TmfSyzoCbJ+23rUGjUHDx8k3BguzndSa9RMjE4smAclICAg8G5EEJEErkmUSiVtbW0X1YrmcjM6Ospdd93FwMAAACaTiWeffZbrr7/+rPtcaBsavUbP4YOH0Vfq0Zq1SDVSZFoZE94JfIM+LGrL259xEQGtWq2mubmZ7u5udh/ajb5Sz8b3bCwGXInobAJm3/F9NDU0CQGXgICAwLuUK9niRSKR0NzcjFgsXjHX8qUejh2JRLjvvvt45ZVXAJBKpfzlX/4l6FjWXJ6zrbO+pJ5h0TCb79p8Sa7HnOvsWM8x+gb7cA46iRPHUm9BM62hPFGOVqdlbHhs1hHVVo9n3MOGGzZw13vvIjYdQy6TEwlGzvld5yqlOzo6+OUvf8neI3spNZSSSqbIhDNUrK5AVBDhm/aRyWZIJVLoVXrEiFGqlBgMBibGJ2bnMhgNTDmm6D3Qi86kIxKIMHximOhIFFup7aLEttNnR8yfuSSRSM4Z0wkICAgIXD7mnC/5fH7ZruULfXa/WJLJJA8++CBPPPFE8b3/9t/+G9/61rdm7zGniVuNbY1MjE9w9JWjyLQyCqkCirzinIUw811WsWiMXC5HIBhg7fa1TPunyaay1DfX0/1yN4d+e4gTr56grqmOjtUd1Fnq+NTHP7Ws7yQWi6mtrS0WIGXUGUQyETOeGZBBIpxApVARmgyRiqeKzqWzcT6X2MipEYIzQTrXdxbPjbXais6kw3HSQXAoyI6tO4TWdQICAu9qBBFJ4KqnUCjg8Xiw2WwLkj/XkoDU29vLXXfdhdvtBqCiooIXX3yRVatWnXO/C2mXAyCXynH0Obhr/V3YqmyEQiFEChFKpZJRxyg1m2vePtYSA1qv10ssFqO2tvYM51dPXw/JfJLa5tqigASz9u/S2lJcftdlse8LCAgICFydXM4WL16vF7PZvCD5c7Ht6xbjUg3HPt21rFar+c1vfsPWrVt5+pmnl+1+Wmydjzz2CLZa2yW5HplMhl//5tc4xh2EC2GSxiS2dTYGDgww1DOEakpFJBBBq9HiPuUmm8sybZzG7/RT3lzOgV0HuHn9zSBiSd91zuW2862d2FbZaFjVQFaW5cAbB7A127BarXgnvchVcsYHxjGVmygrKyMdSZOQJYjNxMgEMrR1tCFOiMkH88U2czaDjZw1d1Fi29z6pkJTzGRmqO6sJivLFtvlVdurzxnTCQgICAhcOgKBAEqlckHLugstOrnQZ/eLIRqNcuedd7Jv3z5gVgT78B98mJrVNTzz22d4373vO0Pcksqk3HznzTj6HLz6/Ktkw1k6SzvPWQgzX4jSaDWc6D1B7fpadCYd/oAfRLPHrWypJBvNUmur5Z4P3LMkp20ikcDlclFfX49CoSi+f7r76eb334xGr2God4jefb3UVdWxZcsWIqEI/Y5+Nm3adNbPOJ9LTK/R4xv1EW2OFs+Nc9CJ85QT74j3rLOoBQQEBN5NCCKSwFVNLpdjaGiIcDhMPB6nrq7ummldN8e+ffu45557mJmZAaCpqYkXX3yR2tra8+57oe1yktkkZbYy+vf345v0kU1ncRxxIBVLMVvNSDWz//SXGtBOTEwwOTnbAk8ikRR7Js8RDAURiUXoTLoz9lVr1EgVUkKh0Hm/r4CAgIDAO5PL0eKlUCgwNjbG9PQ0fr+f5ubmFWlddzk5n2t5pdxPl/J67Nu3D+eYE2O5kUKyQOf6TtQ6NWtvWsuun+5ienyak46TmKwm7DV2pDIpvmM+LCoLDSUNdHV0FeObpXzXuSRT3Zo6FFYFwUgQXYUOcUFM90vd5NN59GY9CokCaUrK0N4hZMiwWCxkghnGj42TyWXwJr00NTfRsaGj6BD6t7//N+yN9osS2+bWd+/H7uV493FGT4zODjZXyNn31j56873c2HWjUN0sICAgcJnxer2MjY0hk8loaWlZIGBcCJej1e18IpEIW7du5eDBgwBIpBL+8l/+km33byPof7vYYTFxSyqTUmYvo6Gmge1btp/3XjZfiGpoauCN196gSdEEzM6spgCJWILoTBR7rZ2YNwacv2A1Go3icDjI5XIMDg7S0tJSvMef7n6qqKugqqmK+tX1jDpHkaZm28MuRag6n0usta0Vo8644NqVV5Qjy8q4teNWQUASEBAQQBCRBK5istksDoeDWGw2AAmFQiSTySUPtrxa6O7uLgpIa9euZefOndhstiXte6HtcqKxKDfddRP5XB7noJNEKIEoICIny1HSWMLY8Bjd4u7zBrSFQoHR0VF8Pl/xvcWquY0GI4V8YcEQyjnisfhsm5hSoU2LgICAwLuVS93ipVAoMDw8TCAQACAejxMOhzGZTBd13MuNw+FgaGgIWNy1vFLup0t1PbxeL8d6jqE1a0lmkqj0KlSa2bjNbDOz+sbVZPwZ8uk808PTrGpehcFgoKOtg9bWVvr7++np6+GNfW9gNBjpaOvgow989KzxTiaT4dmdzzItmmZ6chppQEplQyWWagvX3Xkdh144xMk3T2K1WUmFUrS0ttDX08een+2hvLocS4mFZCJJLBGjtL0UW7NtgUPIP+Wnc2Pn4udwiWLbXBLMWmZdUN3sj/ohBkajUUhOCQgICFxm5hdJZjIZ/H4/FRUVF3XMlWx1O9cWtqevpziPr6OtY8FxPB4P/f39AChVSv7fj/4fN9x+A7Cw2OGjD3z0osWt+UJUY1sjJeYSho4PIVFIiAaipBNpXFEXVrOVTCyDTCs7b8FqKBRiaGhoVoRiNs8wv2D4dPfT/FyDWqMmFJwtUl1K3LIUl1hHR8cla1MsICAg8E5AEJEErkrS6TSDg4Mkk0lg1v3S2Nh4zQlIAJ/97GfxeDy8+eabPPnkk+j1+vPvNI8LSRgZDUai4Shrr19bHNyczWSXZVnP5/O4XK5iQg6gqqpqUQGso62DA8cOMHFqgsrGygUzkTwuD+K4mI42ocJWQEBA4N3KpWzxMt+1DLOtXGpqaq45AQngpptu4q/+6q/49j9/m0995lMcOnqIVCq14gmMS3E93G43U1NTxBNxDGYDiWQCU4UJkfjthJDOpGNifIL1m9czpZzi85/9PPB2y7cB9wDWauuSZg/N7XO47zBlnWWorWpUVhUSrQRk0HV7F4GJAM7jTvLJPBXVFSjKFKyxrSEdSuNxeXA73Wy5Ywu5TI6cPEcilFjgEKqx1aCQLV6ZvlSxbX4STCqbrZqei83mqqeF5JSAgIDA5WG+a3mOsrKyixaQ5liJYo+l3hMbGxv5b5/9b/zkkZ/wdz/8Ozo3LCx6mCt2WKq4lclkOHLkCM89/xyHjh4iHA5jMBlY17mOu7beRUNZQ1GIWn3davbu28vIsRGMBiNaqRZSkE1lcfW4sNvsHNh14Kwild/vx+VyFV/r9Xrq6+sXOMhPdz8dPHyQcGMYvVlPPBZHpVItOW5ZikvsUrUpFhAQEHinIIhIAlcdyWSSwcFB0uk0MBuINTU1XZMC0hxf+9rXyGQyl22O08Va1nO5HE6nk0hkttpHJBJRW1uL2Wxe/PM6OrjZcTNPv/Q0Lz7+IvZGOxK5BN+4j0KwwLYbt13WNi1LqdwSEBAQELh8XKoWL6e7lsViMfX19ZdsePWlZC5plFPn+Itv/wXWUut5hZQLZaWuRyaT4fjx4xw6cohQKIRapSYZT6LKqdBatCTiiQXbRwIRNFrNGQLM/LkHS5k9lMlk+OUvf8l/vfxfJNNJxlxjtN/Ujs6sIxaP4Yv7yKVzmOwmkruT5FN5NF0aAGwlNlbdsoqBgQFOdJ9g7aa1NLY1LuoQuvveu9m1fxdB/4WJbZlMhnAgzNCbQ7gmXahUKuzl9mK7vEs5aF1AQEBAYCHLKZK8kiznntjR0cHX/uVrZwhIsLDY4XwCSSaT4YmnnmDn6zsZ940jL5FT1VlFNpPlyOQRXD9zcecNd3LHpjvoG+xDnVZTb6pHkpPQUtuC0WxkcGCQgd0DKLIK6trqiu1pT49dPB4P4+Pjxdcmk4na2toz5lCd7n6aGJ/g6CtH0ZXoCM2EsOltHHCdXaiaz0q6xAQEBATerQgiksBVRSwWw+FwkM1mAVAoFDQ1NV10f+LLRaFQ4Otf/zodHR3cf//9xfdFItFlE5Dg4pJD2WyWwcFB4vE4sLSEnEwm4/4d91NbU8vzLz2Ps9uJSCKisaaRbQ9uo6ur67IFZhdSzSwgICAgcGm5FA/vZ3Mta7XalV7+JeNnP/sZIyMjfOlLX1q2kHIxrMT1yGQy/NfT/0XfcB8FaYE0aSa9k4w6R2EItn9oO1MzUyRKE6i0KsIzYXyjPlobW88QYObPPZjPYrOH5u7zO9/aiW2VjSpFFXte2kPAH0Bn1mG1WvFOehkfHCfgCqDVaCltL6Xzhk7UGjXxWJy+oT6mp6cpqy/DOegsuoNOdwh1dXUxNj52QfHU3DqnQlPMZGao7qwmK8suaJd3qQatCwgICAgsZLEiyZqaGiwWyxVe2Zmc7Z44NjzGC8+9QLmx/G0RaU5oucBih+Jn9vSw7/g+MEKFpYLr7rwOnUlHIpbAdcJF0p/kUO8h2lra+PiDHwcWFm56J71UG6q551P3nDOOmHMtz1FSUkJVVdWic69Pz2lU1lQSnglz6s1TGFQGKjdWsmb9miXHLYLTSEBAQODiEEQkgauGcDiM0+ks9sRVqVQ0NTVdMwn/XC7H5z//eb773e8il8t5/vnnue22267IWi40OZROpzl16hSpVApYWkIuHo/z5JNPsnvfbgKhACaDiW23b2PHjh2o1epL8v3OxeVMwgkICAgILJ2VfHh/J7iWv/Od7/D5z3+eQqGAyWRCqVUuWUhZCS72ehw7doy+4T5kOhnpQhqdRkd5ZzmGFgPP/+h5nvvFc9Svqmf/+H4KogKx6RhKkRLfmI/26vYFAsz8lm+nc/rsobn7fP119WjtWvLiPNJXpTgOOogGolTWVpKMJPH0eai0VDKuGqd+VT3VDdXFYyRKE0xOTZJOpJGJzoyJ5qq3L0Zsm1vnvR+7l+Pdxxk9MYq12rqgXd6NXTdeVqe2gICAwLuRCymSXGmW0yljsXviW6+8xZ///p+TTCQpxAt84mOfQCQSrZizuKevh7w6TzacpbypHJ1JB4BKo8JgM5BNZsln8wtikeXGESMjIwtmLZeXl5+zjeDp92Cf20dTaRP333q/4B4SEBAQuAKIz7+JgMDlwePxFAUkrVZLS0vLNRMYpNNpHnzwQb773e8WX/f29l7RNc0FdR9/8ON8/rOf5+MPfpy1a9ee85xKJJKijVwmk9HS0nJeAemrf/lVfv3Kr5HVymi7qw1ZrYxfv/JrvvqXXy0G6peTpVQzC1xZvva1ryESic74TyaTUVZWxnve8x4ef/xxCoXCWY9RW1tb3O9nP/vZstcwPj6OXC4vHuNsZLNZHn/8cT7wgQ9QW1uLSqVCKpViNBrp6OjgD//wD/H7/Qv2cblci36/0/+79dZbl73uK0l3dzdtbW186UtfWtHjfutb3yqek9dee23Rbfr6+vjTP/1Turq60Ov1yGQySktLed/73sfTTz+9ousRWDqZTIbu7m4eeewRvv3db/PIY4/Q3d1NJpO55J/t8/mKApJCoaClpeWaEZAKhQJf/epX+dznPlf8O3f06NHZpJLZuOg+RrORUCi07M+6lNfoRP8JCooC6UIaa4WV6jXVlNWX0bGxg9s+dBvRQBRdSoc6qCbjymDFyvrW9dxz8z1nuILnzz04nTNa3/X1YK40k0gnGJ8YR6QUsX77esSI8Q57ObrrKMHRIA0NDciVclRaFQrpQke7SquitKoU97Ab8WmPQ3PV23OzHC8knppbp7XairXMys133syGdRvIB/P4nb9rl6cwCu7oJSDEDNdOzPCb3/yGbdu2UVpaikqloqGhgc997nO43e4LOl4sFuPv//7v2bRpE3q9HoVCQX19PX/4h394zucsIWYQOJ1QKFR8LpVIJDQ1NV12AenpZ57m+T3Pk9KmKO8oJ6VN8fye53n6mafPuCeffk984YkX+NOH/pRkYtZ57fP5ikWfc0LL9i3bUUQVTPVMoYgq2L5l+7LuMcFQEKlCSiFfQGta+Pyv1CgRiURIFdILikXmmL+WqqqqJc2hutB7sMC7FyFuEOIGIW64dAhOJIGrhvr6egYGBlAoFNTV1Z3RE/dqJRqN8oEPfIAXX3wRmA1Mf/zjH/PQQw9d4ZUtn7mg2uVyUV1dfd42gk8++SQOn4O7HroLW9XbvaS967y8+OiLPPnkkzz44IOXetkLWE41s8CVRalUUlNTU3zt8/nweDzs3LmTnTt38uMf/5innnoKjUZzzuN885vf5CMf+ciyPvsf//Efz5tE7e/v5wMf+EAx4FCpVJSVlZHNZvF4PJw4cYITJ07wx3/8x2dthVFXV3fWVpbV1dWLvn+1MTU1xde//nV+8IMfkMvleP/7379ixw6Hw/zt3/7tebdbvXo1+XweuVxORUUFkUgEr9fLM888wzPPPMOnPvUpfvjDH67YugTOz5VuHWq320mlUqTTaRobG6+ZZMJ81/IcX/nKV/irv/orfvL4T5YspCyFS32NQuEQSVESk9mEpd6CVPX2Y0VpdSm2aht19XXFtjfnYrFZjrB4O55gKAgyZh1IYikqtYqWDS2k42lGnaNk0hnkKjk6tY7Dhw7T3NJMKpAiPDM7jHsOjUJDbCpGRBehe2/3is3pmr/OuXhEKpMu2i7vWvm9vRoQYoarN2bI5/M8/PDDPPbYY8DsPDGLxcLw8DDf+c53ePzxx3nxxRdZt27dko85PDzMnXfeidPpBECn0xWP+cMf/pBHHnmE7373u/zBH/zBGfsKMYPA6VgsFlKpFD6f74q4lpfbKWP+PfHFp17kG1/5RjHhvWrNKn74vR+iVCqL26+E09toMDIUGkIkFhENRBf8LBlLUigUyKayGEovXHyrqKggl8uh0WjOOmtZQGClEOIGIW4Q4oaV59rI0gu8K5BIJDQ3N1NfX3/NCEh+v5877rijKCCpVCq++c1vkhfnL3tV9oVyegXGXEugpcyh2r1vN/Z2+wIBCcBWZcPebmf3vt0rutalsJxqZoEry5o1a+jv7y/+5/P5mJ6e5gtf+AIikYhdu3bxP//n/zznMeRyOYcPHz6rg2UxAoEA//7v/37Odos+n4877riD3t5errvuOl566SWi0SjDw8OMjY0Ri8XYs2cPn/jEJ5BKz16P8dxzzy34jvP/+8lPfrLkNV9u8vk8r732Gr//+79PbW0t//Zv/0Yul1vxz/mLv/gLvF7vebfbuHEjTz/9NOFwmOHhYXw+H5OTk8Ug8D/+4z/4xS9+seLrEzg78xMia69fS31LPWuvX8vGOzYy4B6gp+fSuj5FIhF1dXU0NzdfM4n4013LMOvE+7//9//OtqRp68A36iPoDy7Y73RnzFJZ6WuUyWQ4fPhw0dXU29fLyMgIugrdAgEJIBKIYLaYl1yx3NHRQYu9hQO7DtC9t5uhgSG693ZzYNcBGsoayGQyCz736JGjlNeWYzVbGesfwzvupbK9EnFBzMjhEUYPjFKpqGRd2zo613RSWVbJ0VeO0nugl7HBMXoP9HL45cO0V7fz8Acevqjq7bMhxCMrixAzXL0xw1e/+lUee+wxjEYjTz31FDMzM4yPj9PX18d1113HzMwM991337I6FPze7/0eTqcTu93OSy+9RDgcZmJiApfLxd13300mk+GP/uiPFv07JsQMAotRUVFBe3v7FXEtL7dTRkdHB80VzfzNn/4N//Dlfyg+r2+4YQP/5yv/Z1mJ1aXS0daBOC5GKpHiGfIQCczOjkrEEoS8IbKxLOK4eFmxyGJOj6qqKkFAErgsCHGDEDcIccPKc21k6gXecRQKBSYnJ88QV6RS6TntnlcTY2Nj3HTTTezfvx+YVc+/8hdfISaOLcmmfjUwMzPDwMDABSeHA6EAltLFqyIspRYCocDFLO+CWOkknMDlxWq18o1vfIP//t//OwA/+tGPiMViZ91+8+bNAHzjG99Y8md897vfJRqNsnHjxrNu82//9m+43W4qKyt57bXXuOOOOxaI2zKZjBtuuIEf//jHrF69esmffa2we/dubrvtNn784x8jlUr567/+a2666aYV/Yw333yTf/3Xf+WWW24577ZvvfUW99577wJxu6ysjB/84AfFB+mf//znK7o+gXNzuVuH+ny+Mx4kxGIxEolkRT/nUhGNRnnve99bfACRSqU8+uij/Mmf/Elxm3MJKRfijFnJa5TJZHjiySd47pXnGImM4Cl48KV9nOw+SfeBbnLZt+OI8EwY36gPg8GwZKHkbO147th0BxTg5QMvF2OrkroS+o/3453y0tDaQG1NLYVEAY/DA0m4c/ud3LP9Hj758U9y1x130Xuwl+mpaYITQY6+fJSjLx4lPBLGLDPz0EcfYtOmTZekTY4Qj1x6hJjhyuN2u4vn87HHHuP9739/8VmupaWF3/72t+h0OsbHx/n+97+/pGP29vZy4MABYPaa3nHHHcWf1dTU8MQTT1BVVUU2m+XRRx89Y38hZhAIh8MEg8Ez3j9XMvZSstx2tWKxmF0v7eLV518tvnfv++/l3/7539hx345LUjzT0dHB5s7NEISJgQl2PbqL1371Gnv+aw/OQ07io3E2d25eciySTqfp6+sjEoms+FoFBC4UIW648ghxw7WNICIJXHYKhQIul4uJiQkGBwcvSXX7paa/v58tW7bQ19cHzA6F/N73vodIJ7piVdnLZXp6muHhYWKxGE6nsziPajmYDCb8Hv+iP/N7/JgMpotd5rJZ6SScwJVhzjKeTCYZGBg463YPPPAAMFuFM/fv8Vwkk0n+5V/+BYD3ve99Z93u4MGDAGzZsuVdWy1eUVHB//pf/wun08mXv/zlFXWIRiIRHn74YWQy2ZKCw7MVF4hEoqK4JTykXl4uxfyeszE5OcnIyAiDg4PFGQDXEn6/n61bt/LSSy8Bs67l//qv/+JjH/vYgu1Waq7BHCt5jQ4cOMCAawCZXgZisNZb2frRrZRVlrH/uf389ue/ZfTUKL0Hejn6ylFMahMKsWJZQslicw+kUimDk4NUtFWQEqdwTbqw1lnRq/UcfOkgh14/RCaRQZKVQBhu3HIj7de1YzabyWQyuEZdJFIJZhIzlK0uo66rjlQhxYRzgpvX33xRrX/OhxCPXD6EmOHK8cgjj5BMJlm/fj3vec97zvi53W4vtvheagJmZmam+P9zCbz5KJXKYnIuEDizYE2IGd7dBAIBHA4HQ0NDV811Xo4zdc61PD8+/ta3vsXTTz3NunXrLpn7WiaTcf999/PZhz/Lje03Ip4WM/bmGPGBOF3lXXz2oc9y/333L+nzE4kE/f39JBIJnE7nFZmTLCBwLoS44cohxA3XNoKIJHBZyefzOByO4j/yRCJBNBo9z15XH5OTk3g8HgAaGhrYs2cPyWzyslZlXwwTExOMjo4WXysUigtygN28+WbcvW68YwvbUXnHvLh73dy8+eaLXutyWekknMCVQafTFf8/m82edbtVq1Zx1113USgU+Md//MfzHvc///M/8Xg83HjjjXR2dp51u7l/D0NDQ8tY9TuHG264gfHxcf7mb/6G0tLSFT/+n/zJnzA8PMzXv/51WlpaLupYcw+mzc3NK7E0gSVyOVp1FQoFxsbGmJiYAGb/FixWWXy1EwgEcLlcwOzftj/94p8y6BpctOXtSg6QXqlrNDMzw5FjR0AO6UKa0ppSqhqqKK0s5aE/e4gSSwkHnjvAq794FW+/F51MhyQnob26/aKFkmM9xwhlQoz5xsgqshjsBgqaAjVrakhFUowcH2GiZ4J8MM+GdRvoXNtJYCJAR1sHPT09OKecfPgPP8w9995DZVklthIbnes7sZXZqKutu6QxgRCPXD6EmOHKMTdweseOHWfd5p577gFmk2ZLScKsXr26OKNi9+4zW2PHYjEOHToEwPXXX7+s9Qoxwzub6elphoaGKBQKFAqFMwbSXymW40ydE2BgcdfypUQmk7Fx40a+9n++xm+f+C27d+3mmV8/w9f+99fYuHHjku5bsViMgYGBYmwjlUqvmANMQOBsCHHDlUOIG65tBBFJ4LKRzWY5deoU4XAYmP3D2dDQcE0q77fddhs/+9nPWL9+PXv27KGuru6yVmVfKIVCgdHRUSYnJ4vvlZWVUVNTc0Ei0o4dO2i0NvLioy/y6lOvcnzvcV596lVefPRFGq2N57wxXEpWMgkncGU4evQoMPvg0draes5t53oZP/roo0VxdzHy+Tzf/OY3AfizP/uzcwaMt956KzAbuPzt3/7tMlb+zkAul1+y1qKPP/44P/7xj7n55pv5whe+cFHHmpiY4De/+Q1isZhPf/rTK7RCgaVwqVt1zbmW58/MqqysvCSi5qWmsbGRZ555Brvdzif++BNUr62+LC1vV+Iaeb1ehoeHiSfipHNpVGYVlnoLYsnsI4RSreTuh+6mrraOcl05TaVNNJU2cc/N96yIUNI32EeSJHVtdVQ3VGMts1LdUM0N22/AZDURnYnS2NxI2+o24rE43a93F10+c+38LDYL1dXVXL/pem6/9XbuvPNO2ta30Td4/orSi0WIRy4PQsxwZcjn8xw/fhyADRs2nHW7uVYwhUKBU6dOnfe4RqOxeB4/9alP8dvf/rY4W2V4eJj77ruPkZERtmzZwsMPP7zk9QoxwzubycnJBUWSVquVmpqaK7iit1mOM9VgMPD888/T0dGxqGv5aiYcDnPq1Klipxm1Wk1raytyufwKr0xAYCFC3HBlEOKGax+hJEDgspBOpxkcHCSZTAIgkUhoaGhYUAFwrXH//ffz/ve/vziP4WofoFwoFBgeHl5g37zYhJxareYvv/qXPPnkk+zet5u+Y32YDCY+ePsH2bFjxzmHCQoInI1oNMpXvvIVYNZqrtfrz7n91q1bWbt2Ld3d3fzrv/4rX//61xfd7je/+Q0Oh4OWlhbe97738cILL5z1mJ/5zGf44Q9/SG9vL1/+8pd54403+OY3v0lbW9uFf7EVYOvWrbjd7iVvb7fbefnlly/hipbHkSNH+IM/+AMsFguPP/74Bc2zSSaTjI6O8uKLL/J3f/d3RCIRvv/977NmzZpLsGKBs9HR0cGwa5gDuw7MunDNs/dA36jvolt15fN5nE5nsegEoLa2Fotl8Rl81wJSqZTPfPEzbL5r8wLHcrA5yIFdB+jp6Vnx1moXc40ymQxvvPEGvf29xBNxJicniUgi2DfaEYkXCszxSJzG1kaaSpv4/Gc/f8HrzWQy9PT00NPXM1uYYzAy7BjGtt6GSrtwELrOpKO6rRrvYe+sy8c9hcFgYPuW7XR0dCCTyQiGgpRXly/6WUazkSn31AWvVeDqQYgZzs6ljhnGx8dJJBIA1NXVnXU7m82GQqEglUoxOjpaTA6di8997nPodDq+8IUvcO+996LVatHpdExOTiISifjkJz/JP//zP5/X4SDEDO985lzL09PTxffKysqw2+1XcFULmXOmzt3jFrtnzaesrIwjR45cM3MfYda17HK5iolbnU5HQ0PDNfUdBN4dCHHD2RHiBiFuOB+CiCRwyUkmkwwODpJOp4HZREpTU9M1JTB8//vfx+Px8H/+z/9Z8P78oKijrYPn9zxPsDm4MEH0u4rf7Vu2X67lnkEul2NoaGhFEnKLJXk62jp44IEHhMpagYsiHA7zyiuv8KUvfYmhoSHWr1/PP/3TPy1p3y9+8Yt85CMf4bvf/S5f+tKXFv378g//8A8AfOELXzivy0alUvHKK6/w0EMP8dJLL7Fz505eeOEFPvCBD/DVr36VVatWLWld73nPe85afffUU0+dt/LpdJxOJyMjI0vefk64vxrw+Xzs2LGDZDLJr371q2U/3F933XUcO3as+FosFvPJT36SL37xixfdEk9g+Sw3IbJUstksDoejOORWJBJRX1+P0WhcwdVfWnbt2sVjjz3GD3/4w2Kc0NPXg63Wds6WtystIl3oNUqn0/z8F/9/e/cd3lTdvw/8TtO9J6UFugeriIAgG5ElQxBFVFRUeEDArz6KIuqjAg6cqDhxgIALFFCGFGUPmZZRoZRSWtoCbelI90iTz++P/npsaNqmbZKTtPfrunqRnJxz8m5I07vns35CWmYaXL1d4eHtgSJtEY4dOAaXEBf4tveV1kgrzCtETloOPDw8WtRZRq1WY/OWzUi8kgjfIF8EBAVAlafC9cLrqLhQAVWOCp6+ntL+hXmFKM8rR1hoGKZPm673nJbeuYdahpmhcabODLXXIPD29q53P4VCAXd3d1y/ft3gacy1Wi1KS0ulC9LFxcU6x2o0GpSUlMDV1VXv8cwMbUPNqOXa70VLHbVcMzL1xt/158+fx8KFC7FmzRqdi9nW1PiSnZ2N9PR06b6npydCQ0ONup4qUUsxNzSOuYG5oTFsRCKTKi0tRVJSkjSU097eHlFRUXBwcJC5MsMIIfDGG2/g5ZdfBlD9QffEE0/o3deUvbJbQqPRICkpSeeCXHOnEazvIk/soVikpKZwjn9qkqNHj+oNWL6+vnjhhRfwyiuvwNHR0aBzTZkyBS+++CJSUlLw7bffYu7cuTqP7969G8ePH4e/v7+0UGNj/P39sWPHDqxcuRKLFy9Geno6fv75Z2zYsAHTpk3DsmXL4Ovr2+A5UlJS6n2sOQ08NeuqWJuKigrcfffduHz5Ml577TVpnuOmCA0NRXl5OcrKynD9+nWUlZVh5cqVOH/+PJYtWyYtlknmU98FkeZqDaOWf/75Z0ybNg1qtRoODg74/PPPoVAoWjwqpr4OHI012DX1/0gIgT179iAtMw0hXULg7OoMT39P3DT4JmTnZOPY9mOAGgiNCkVRfhFy0nLg5ewFpUbZoikM4+PjkXglEX1H9NVpaEtKSMLJUydxaMshhHYLhZuXm/S8jgrHBv84tuTOPdR0zAyWlxlq/rYA0OhrX/N4RUWFQed+4okn8Pnnn8PNzQ0ff/wxpk6dCldXV5w4cQJPPfUU1qxZg8OHD+PQoUPw8/OrczwzQ+vXGkYtHzt2DGPHjkVubi4mTZqE33//3eDPMUtx7do1ae1KoPozOSgoyGTTYhMZirmBuYG5wfjYNYBMKi8vT2pAcnJyQufOna2mAUmr1eK///2v1IAEVA+/rI+lLqBsY2Mj9U5QKpWIiopqdu/b2hd5evXvhbDoMPTq3wt9R/RF4pVExMfHG7N0auUcHR0RHR2NyMhIaSFEhUKBZ599Fm+++WaT/ohSKpV45plnAAAffPABtFqtzuPvvPMOgOpw0ZTzKhQKzJgxA0lJSfj444/RsWNHaLVarF27Fj169MC+ffsaPD4hIUFa3PfGr549expchzXTarWYNm0a9u/fjylTpkjTBzTVpk2bcP78eVy+fBnFxcU4ffo05s6di7/++gsDBgzAV199ZeTKydyKioqkP3hsbW0RFRVlVQ1IX3zxBaZOnSqtb5SZmSndbsmomJoOHLGHYlHhWmHS9ZQUCgUuZ1yGq7crnF2d4RPoA3cfd9ja2eKhOQ+hg08H/L39bxzfehzZ57PhZucGpUaJrkFdW9RZpmb9ohtHat3U5yb4tPOBs6MztCotrsZfhValReeIzgj0D8TNMTfXe86mrEFBlo+ZoafBdZhL7ZESDa39APx7Eajm/64hP/74Iz7//HPY2dnhwIEDeOKJJ+Dn5wcnJycMHjwYR44cQf/+/ZGUlISZM2fqPQczQ+tXVlYmLbhe00nSmhqQ/vzzTwwfPhy5ubkAgPz8fIN73FuS2p+RLVlrmcjYmBt6GlyHuTA3WD82IpFJdejQAV5eXnB1dUVUVJTVjFJRq9V4+OGHsXz5cmnbO++8g7feeqvB4yxxAWWFQoGQkBB4e3sjOjq63uGbhqjvIk/t6XiIDHXTTTfh/PnzuHDhAgoLC7FmzRo4Ojpi4cKFUkhrisceeww+Pj64ePEifvvtN2n7mTNnsGPHDri4uNTpNWQoBwcHPPHEE0hOTsYbb7wBJycnXLt2DWPHjsXZs2ebdc624sknn8SGDRvQv39/rFmzxih/WNrY2KBHjx745JNPsHz5cmg0Gjz55JNNmsOZLI+Pjw8CAwNhb2+Pzp07W820t0IIvPbaa5gzZ440hcJjjz2GX375RerEEdMlBjlpOVDlqnSOrRkV09AoHnN34CirKIOXvxf8OvnBxfPfP9wcnR0x+eHJ6H9Tf4zqPwqR/pGI9I/EuCHjWtxZRlWggqe3Z53tEV0i0LF9R2SnZiMgMAB9bu2DgMAA5F/Nb7ThylI791DzMDNYntqN/I1d/K553JCObDUX4+bNm6d3DQJ7e3t8/PHHAIDNmzc3+poyM7ROLi4uCA0NhVKpRGRkpFVNe7t+/XqMGzdO6pU/dOhQ7N27t9FRB5bIy8sLQUFB6Nixo0WtQ0XE3GB5mBusHxuRyKQUCgVCQ0MRGRnZ6AJmlqKkpAQTJ07E999/D6C6tXzlypV47rnnZK7McDUXsWrY2NggNDQUTk5O9RxhmBsv8mg0GqSlpeHw0cNITE7E7n27ERcXZ9Re0dQ22NjY4KGHHsIvv/wChUKBDz74QCecGcLZ2Rnz5s0DALz33nvS9rfffhtAdfBraO5dQ9jb2+PFF1/EoUOH4ObmhtLS0maPrGkL0tLS8OmnnwIADh8+DCcnJygUijpfNW677TYoFAoMGzbM4OeYM2cOfHx8UF5ejm3bthn7WyAzCwgIQNeuXa1q1PJTTz2ls2biggUL8PXXX+vknpaMijF1B44bM4OnhycqNBVwcqubGYoLi9E9pnuLO8uo1WrExcVh9fer8dFnH+FcwjkkJiRCo9Ho7GdrZ4uI6Ah0C+nWrIYgS+zcQy3HzGAZOnXqJN1OS0urd7+cnByUlpYCAKKioho8Z3l5Oc6cOQMAGD58eL379e7dG15eXgCAI0eOGFwzM0Pr4uXlhZiYGKsatfz555/jvvvuk/5enjRpEmJjY61mnb4bMwMA+Pn5WeQ6VEQ1mBssA3OD9bOOq/pkNbKysuDm5qbTe/jGi4SWLC8vD+PHj8fhw4cBVPcIWL9+Pe68806ZKzNcYWEh0tLSEBERYfQ5lWtPx6PRaHDmzBlk5mfC1dsVCgcFbN1tuT4StcjYsWMxZ84cfPbZZ5g7dy6GDRvWpD+q/u///g/vvvsu/vrrLxw7dgyBgYFYv349lEolnn76aaPVefPNN+OJJ57A0qVLsWfPHqOdtzG33357k3rAdOjQAbt27TJhRQ27cai/KSiVSgQFBSE3N1dnsU6yfPn5+QAgBfoa1rKYtFqtxiOPPIIffvhB2vbuu+/i2WefrbNvzaiYmnWNMq9kwsPDA2MGjml0XaOWrqfUkKKiIuzduxfZedkoLimGp4cnbGGL9NR0k60lpG99xevl1xF3NA4uni4YOHig9B5Q5aqQfzUfE8ZOMNraW9R6MDM0zNSZwd3dHZ06dUJ6ejpOnTqFW2+9Ve9+J0+elPYPCwtr8JwFBQVSdjCkkRiovthkKGYG61VaWoqioqI6jRXWkhmEEHj99dd1Op3MmDEDX3zxhdV0tq2qqsLFixfh4+Ojd00RIkvH3NAw5oa6mBt0WcdvK7J4QghkZGQgOzsbtra2iI6OtrpFIa9cuYIxY8bgn3/+AVD9gbVlyxYMGTJE5soMl5+fj5SUFAghkJSUhM6dOxu1Iaf2ItWFJYXIzM9EaJdQqCvVSC1OxW1jbkP7Du1xbOcxxMfH84IPNcvSpUuxceNGXL16Fc8//zy++OILg4/19fXFI488gs8//xyffPIJQkJCUFVVhXvvvRehoaFGrTMoKMio5zNEcnIyLl++bPD+zVlQ05hCQkL09li8UU1Hgz179jRpFBLw74hIQLd3E1m2nJwcXL58GQqFAkqlEu7u7nKX1CQlJSWYMmUKtm/fDqD6D4yvv/4ajzzySL3H1IyKaervxpasp9QQlUqFXzb8gsy8TLj6uKJddDsUFxcjLSUNhdcKceSPI2gX0g6e3tXPn5OWY5S1hGpPz1fTSBUUFgTbjbY4sOMASlQliO4SbdTnpNaLmaF+5sgMo0aNwjfffIOtW7fi8ccf17tPTc/dCRMmwMam4YlQfH194erqiuLiYpw6dQpjxuhvtE5PT0d2djYANOn/ipnBOhUVFeHixYvQarWwsbGxugaMmrWWa6ZTAoDnn38eS5cutZrOtpWVlUhKSkJ5eTlKSkpga2tbpxMQkTVgbqgfc0NdzA26OJ0dtZgQAqmpqdIPZFVVlbTIpTWprKyUWqT9/f2xb98+q2pAun79Oi5duiRdsHVycjJ6z6za0/Hs+3MfiouKkXIuBad2n0IH/w6I6BLB9ZGoxdzd3aUh4l9++SUOHDjQpOPnz58PpVKJTZs24ZtvvgGAJk9HeeLEiUb32b17NwCYddHK1NTUehfP1PeVmppqttpMJSsrq8HHv/zyS+Tm5sLJyQl33HGHmaqilsjMzJT+QBFCQKVSyVtQM2g0Gin3ODg44N1334XCToGPPvsIq79fbdSpXVuynlJ9CgsLsXfvXmTmZSKkSwjCu4QjvEs4evXvhf6j+8M9wB2hvqEmWUtI3/R8tna2GDN5DLp164aM+AyuX0QGY2aonzkyw/Tp0wEA27dv1/s6XL16Fd9++y0A1HuxqDalUinNAPHBBx/U+/uh5v/IxcUFo0aNkrYzM7Q++fn5SEpKknqa5+XlGdRByZIIIZCZ+e+o4XfffRdvvfWW1TQglZeXIzExUbpgbGdnZ3UdholqMDfUj7mhLuYGXWxEohbRarVITk7WGdYXHBxsdb2DgOrW6B07dqBXr144dOiQWT+sW+ratWs6c4r6+PggPDy80Vb7pqq9SHX+xXzkJuVCq9Lilt63YMjIIbC1qx7c6OntiYKCAqM+N7Ut06ZNw7BhwyCEwKxZs1BRUWHwseHh4Zg8eTKKi4tx9epVDBs2DH369GnS8z/77LMYPHgw1q5dq/NHH1D98/bMM8/g559/BlDdk5CqffHFF3B3d29wNEZTTZs2DY8//jji4uJ0psdLT0/Hf//7X/zf//0fAGDRokUtnoeaTEsIgfT0dJ1pEvz9/a2yV5e7uzt+//139OnTBy+99BLKbMtQ4VqBgJgAVLhWIPZQLDZv2WyUhqSWrKekT35+Pi5evIiMqxlw9XaFVzsv+If4Q2lb3fHE08cT/qH+qEKVSdYSunF9xRq2drbocUsPdOvSjesXUZMwM8hn8ODBGD9+PLRaLSZNmoS9e/dKjyUkJGDcuHEoKCjA1KlTMWjQIJ1j68sMixcvhpubG7Kzs3Hbbbfh77//lh67fv06pk+fjnXr1gEA/ve//8HT01N6nJmhdcnJydHpJOnh4YHIyEiraXypoVQqsXbtWowZMwarVq3SO+2tpSopKUFiYiIqKysBVHeciY6ObvFay0RyYm6QD3ODdeN0dtRsGo0GFy9eRHFxMYDq6YjCwsJ0fiCtTY8ePXDixAmrCaa1pxGs4e/vj44dO5rsOWum47l9+O2ocK1Ar/51p+VpyfQ6RDU+/fRT9OzZE+fPn8cbb7yBJUuWGHzsc889JwWvpvYMqnHw4EEcPHgQQHXDrJeXF4qKiqTeKg4ODvjoo48wduzYes8xduxY2Nvb1/v4r7/+is6dOzerPkv06aefoqioCKtXr8b7778PHx+fFp9To9FgxYoVWLFiBVxdXeHn54fc3FwUFhYCAGxtbbFo0SIsWLCgxc9FplPTW612p5MOHTqgffv2MlbVMu3atcMXX3yBHX/t0JmaDQBUUSqjTe3akvWUbnT9+nWp00lpWSl8A33RLqgdFDa6uaelay01xFTT81Hbxswgn7Vr1+L2229HXFwcbrvtNvj6+sLBwUHqMDBs2DCsXLmyznH1ZYaIiAhs2bIFU6ZMwalTp9CnTx/4+/vDyckJ6enp0Gg0AIBnnnkGCxcu1DknM0PrkZmZqdPpxMfHB8HBwVbzd/qNHBwc8Pvvv1tV/YWFhUhOTpYurDo7OyMiIoKdO6hVYG6QD3OD9WIjEjWLWq1GUlISysrKAAA2NjaIiIiAm5ubzJUZbtOmTfj555+xZs0ancUsrSXYyX1Brvb6SKZYeJuoa9eu+O9//ytN+TB16lR069bNoGNvueUWDBs2DNnZ2c0adrxmzRp8//33OHToEM6dO4erV6+ioKAAXl5eGDRoEEaMGIGZM2eiQ4cODZ4nJSWlwcflXrPI2ObMmYPnn38ekyZNMkoDEgB8++23+Pzzz7Fr1y4kJSUhLS0Nzs7O6NmzJ4YPH47Zs2cjKirKKM9FpqHVanHp0iWdEarBwcHw9fWVsaqmiYuLwwsvvID169frNHL8c/6fOlOzAdCZ2tUY6wM2dz2l2q5du4arV69K9z08PKCGuk4DEmDcxhy1Wi01gKkKVFDlqaCqUCE4PBg+7f79nGB+oJZgZpCPp6cnDh8+jI8++gjff/89Ll68CLVajf79+2P69On4z3/+o3d2hIYyw9ChQ5GQkIBPPvkEW7ZswYULF5Cfn4+OHTti8ODBmDdvnt4FuZkZrF99nSQ7dOhgNX+nX7lyBdOnT8cXX3yBiIgIabu11A/orrUMAK6uroiIiDD6dPlEcmFukA9zg/VSCGubUJaapLCwEB4eHigoKDDaotUVFRW4cOGCNKTZ1tYWkZGRcHZ2Nsr5zeHrr7/G7NmzodVqMWPGDHz11VdWFeqEEEhOTpb1gpxarcbmLZuReCWx+gLaDQtvcw0DIiLrYorMUFVVheTkZKsetbxnzx5MnDgRRUVFGDJkCGJjY6VpXD767CMExAQgLDqsznGXEi8hMz4TT8590twl15GRkaEz57e/vz+ys7MReyi27iiq3OpRVGMGjmlxA5i+rJCbnYuDsQfh4OyAvsP6wtvXm/mBiMjKmCIzyN1J0hguXLiAUaNG4fLlywgNDcWhQ4cQEBAgd1lNkpubq7PWiaenJ0JDQ40+VT4REVkXjkSiJisuLpYakOzt7REZGWk1CysKIfD222/jhRdekLZVVlZCo9HojEaydAqFAi4uLigoKJDtgpwxp9chIqLWqby8HCUlJQCsd9TyfffdJ+UerVaLyspKqRHJWqZmc3V1lRqROnbsCH9/f/j7+yMlNQXHdh7T2xmkqWst6RMfH4/EK4k6DVVh0WEIjQzFlu+24Pq566j0qmR+ICIiqNVqFBUVSfetbdTy33//jTvuuAPXr1+XtpWWlspYUfM4OTlBqVRCo9FY/TSCRERkPNZz1Zwsho+PD9RqNXJzcxEZGdngHJyWRKvV4rnnnsOyZcukbc888wzeffddq+xVExAQAK1WC3d3d9kuyBljeh0iImq9XF1dERYWhrS0NERERFjtqGUAGD9+PNatW6fzPVjL1K6enp7SRaCa6R/M0RkkPiFe73R/vu19cdPAm+BQ7IDp06a3+HmIiMj61XRQvXDhAoKDg6121DJQvdZybGys1Y1CAqrXPgoPD0dhYWGj02kREVHbwUYkapb27dujXbt2VtP4olarMXPmTKxZs0batnTpUjz//PNW06tGq9XWeb0Z6oiIyNJ5enrC3d3dajKDvlHLDz/8ML7++us6DSsxMTEmH83THPoyg77e3KbuDKIqUCEgSP8FNE9vT2ReyTTJ8xIRkXVycnJCTEyM1WQGANi4cSPuv/9+adTyoEGDsGXLFqtpBKtZ4aL2dRE3NzerGjlORESmZz2/mUk2ubm5OvMS17CWYFdWVobJkydLDUg2Njb46quvsHDhQqtpQCotLcU///yDwsJCuUshIiKqV1FREa5du1Znu7VkBq1Wi2effVanAWn+/PlYtWqV3pE5NaN5xgwcA4diB2TGZ8Kh2AFjBo6RbW2fyspKJCQk6CxKLhdrme6PiIjMr6KiAunp6bhxmW5ryQwA8NVXX2HKlClSA9L48eOxY8cOq2lA0mq1uHjxItLS0uQuhYiILBxHIlGDMjMzceXKFSgUCtja2hpt0UxzUalUmDBhAg4ePAigeoj8jz/+iMmTJ8tcmeGKiopw8eJFaLVaJCcnIzo62qqmAyIiorZBpVLh0qVLEEJAqVSiXbt2cpfUJFVVVZgxY4bOqOW33noLCxYsaLDTiSVN7VpeXo6kpCRUVlYiPT0ddnZ28PLykq0ea5nuj4iIzKu0tBRJSUmoqqqCVqtFcHCw3CU12VtvvWXQqGVLVVVVhYsXL0prV9rZ2SEwMFDmqoiIyFKxEYnqlZGRIS3CLIRAYWGh1TUi2draoqKiAkD1ugy//fYbhg8fLnNVhqt9QQ6onp/YWtagIiKitiMnJweXL1+W7hcWFsLPz89qRvwC1T2fa3oS29jYYMWKFZg5cybUarW0bpCqQAVPD0/EdIkx2rpBxlL7ghxQ3XFG7k4nljrdHxERyaeoqAjJycnQaDQAgJKSEmg0GiiVSpkra5qa37dA9ajld955x2pGUVVWViIpKQnl5eUAAKVSyenriIioQQpx49hhalUKCwvh4eGBgoICgxuAhBC4fPkycnNzpW2BgYFWuSgkUH1h6+6778ayZcvQu3dvucsx2I0X5Dw8PBAWFmY1wZSIiKxLczID8O+o5Rre3t4ICQmxqgakGpWVlbj33nvx8MMPY/LkyVCr1di8ZTMSryTqbQSRa8q6G9UetQxUrykRGRlpEbXVboQrKCiAh4eHRTbCERGR4ZqbGW7sJOni4oKIiAjY2lpf/2YhBJ5++mkEBAQ0OmrZktQetQxUd7yNjIyUveMJERFZNjYitXJNDXdarRYpKSlQqVTStqCgIPj5+ZmwSuMSQtQJcPq2WbIbL8j5+PggODjYqr4HIiKyLs25IFR71DIAtGvXDh07drSa31eNZYa4uDjEHopF3xF960zHdmznMYwZOEb2aexuvCDn6uqKiIgIq+vRTURE1qM5meHGTpLu7u4IDw+3mk6SreE6w42jlh0cHBAZGQkHBweZKyMiIktnHb+tySw0Gg2SkpKkBiSFQoGwsDCrakDav38/hgwZgvz8fJ3t1hLshBDIyMjQaUDy9/dnAxIREVkUIQRSU1N1GpACAwPRqVMnq/l9dfHiRfTv3x+JiYk622vXH58QXz0CqVYDEgB4+njCN8gX8Qnx5ii1Xjk5OUhOTpYakDw8PBAZGckGJCIisiiZmZk6DUje3t6IiIiwmgak/Px8jBgxAn/++afOdmvJPED1qOXExESpAcnJyQnR0dFsQCIiIoNYx29sMjm1Wo3ExEQUFxcDqF4LICIiQtbFmJtq8+bNGD16NA4ePIjx48ejtLRU7pKaLD09XeeCXIcOHayqRzcREbV+Wq0Wly5d0pn2NigoyKqmvT116hQGDRqEo0ePYtSoUcjIyNC7n6pABU9vT72PeXp7oqCgwIRVNiw7O1vngpyPj49V9egmIqK24cZOku3atbOqaW+vXr2KoUOHYvfu3bjrrrtw7NgxuUtqssLCQiQlJUnT3rq6uiI6OprTyhIRkcH4VyYBqF4DoKKiAkD1nLhRUVFNmttYbt9++y0mT54sLQzp4eEBa5ypsfZrHhwcjPbt28tYDRERUV1VVVUoKSkBYL2jlocOHSp12nBzc6v3QpanR/UaSPqo8lTw8PAwVZmNcnNzk0YccdQyERFZIq1Wi6KiIum+NY5aHjRoEOLjq0ceOzs7W+X6TU5OTrC3twfAUctERNQ8bEQiANULWoaFhcHBwQHR0dFwcXGRuySDvffee3j00Ueh0WgAAA888AB+++03q/oeanh6eiIkJARhYWHw9fWVuxwiIqI67O3tERkZCXt7e6sdtVxYWAgAGDBgAPbv348OHTro3T+mSwxy0nKgylXpbFflqpCTloOYLjGmLrleTk5OiIiI4KhlIiKyWDY2NoiMjISjo6PVjlpOSUkBAISEhODQoUOyr4XYHHZ2doiKioK/vz9HLRMRUbMohDUO1yCDNXXBS2taGFIIgYULF+Kdd96Rtj355JP44IMPrCYUaTQa9gAiIiKL0JozA1A9annmzJlSp5M77rgDv/zyC5ydnes9Rq1WY/OWzUi8kli9NpJ39ciknLQcRHeIxp0T7jTbVDBarRYKhcKqXnMiImqdWntm2LdvH+68806p00n37t2xY8cOBAYGylyZYYQQEEJYzXURIiKyfNY3DpeMoqCgACUlJXVCkLUEu6qqKsyePRsrV66Utr322mt46aWXrOZ7qKioQFJSEvz8/ODv79/gvmq1GvHx8YhPiK9en8HDEzFdYhATE8N5jImIyKTKysqQnZ2NoKAgnd+x1vL7FgDeffddLFiwQLo/bdo0rFq1qtHfoXZ2drhzwp3S7+DMK5nw8PDAmIFjzPo7WKPR4OLFi3BwcEBISIhZnpOIiKip1Go1MjIy0KlTJ51p36wpM/z222+YOnWqNN3/gAEDsHXrVqsZeS2EwOXLl1FRUYHIyEg2JBERkVGwEakNys3NRWpqKgBAqVQ22oBhaSoqKnDffffh119/BVAdSD/77DM8/vjj8hbWBKWlpUhKSkJVVRUyMjJgZ2cHb29vvfve2As6ICgAqjwVYg/FIiU1xay9oGvqYYMWEVHbUFxcjIsXL0Kj0UAIYZXr7ixcuBBvv/22dP+pp57CsmXLDL6oYmdnh169esk2fY1arUZSUhLKyspQXFwMe3t7q+kJTUREbUdNJ8mKigpUVlZaZQPG6tWr8dhjj0Gr1QIAxo4di59//rnBUcuWRKvV4tKlSygoKAAApKSkIDw8XOaqiIioNWAjUhuTlZWFjIwM6X5paamM1TSPnZ0dXF1dpdvff/89pkyZInNVhisqKkJycrI0nY6jo6P0/egTHx+PxCuJ6DuiLzx9PKXtqigVju08hvj4eLNd2LK0Bi0iIjKdgoICJCcno2bm4/Lycmi1WqubhrV2z+HXX38dL774otU0hNW+IAcAtra28PT0lLcoIiKiG5SVlSEpKQlqtRoAUFlZCbVaDQcHB5kraxovLy8pIzz44INYuXKl1fx9WzNqubi4GEB1Z9v6OqoSERE1FRuR2pArV64gMzNTuu/n54dOnTrJWFHz2NjYYOXKlVCr1Zg5cyZGjBghd0kGU6lUuHTpknRBzsXFBRERETpD/W8UnxBfvQ5DrQYkAPD08YRvkC/iE8zXiGRJDVpERGQ6tUctA4C7uzvCwsKsrgEJABYsWIC8vDyEhoZa7ahlALC3t5cWJyciIrIUtUctA9WdJCMjI2Fvby9zZU1355134ptvvsGpU6fw/vvvW81IqtqjloHqayYRERFwc3OTuTIiImot2IjURqSlpUm9WAEgICDAqqZC0Wq1OgHOzs4OP/30k4wVNZ2+C3Lh4eGNBlNVgQoBQQF6H/P09kTmlUy9j5mCJTVoERGRaWRnZ0vToADVvXJDQ0OtZvTOjZlBoVDoTGdnDfSNWrbWC3JERNR6FRQU4Pr1603qJGlJbswMADB9+nRMnz5dpoqarqKiAhcuXEBlZSWA6lHLkZGRVjMFHxERWQfr6FZBLZabmyvd7tSpk1U1IMXHx6Nnz55ISEiQu5Rmy8zM1GlA8vb2RkREhEE9mzw9PKHKU+l9TJWngoeHh5GqbJyqQAVPb0+9j3l6e+pcdCQiIut05coV6bafn59VNSBlZWWhf//+iI2NlbuUZlOpVEhKSpIakFxcXBAdHc0GJCIisji1Z9lwd3dHVFSU1TQglZWVYfLkyfjwww/lLqXZSktLcf78eakByd7eHtHR0WxAIiIio2MjUhuiUCgQGhqKdu3ayV2KwQ4ePIghQ4YgPj4eo0aNQlpamtwlNVlmZqbOBbl27dohJCTE4AtyMV1ikJOWA1WuSme7KleFnLQcxHSJMWa5DbKkBi0iIjKtgIAABAUFWU0DUkpKCgYNGoRjx47h7rvvxpEjR+QuqclUKpXOOlTWdkGOiIjaJi8vL4M7SVqCgoICjBkzBr/99huefvpprF27Vu6SmqysrAwXLlyQpr11dHREdHQ0p70lIiKT4F+kbUTNnLju7u5yl2Kwbdu24Z577kF5eTkAIDAwEC4uLjJX1XQeHh7IzMyERqNBYGAgAgL0T01Xn5iYGKSkpuDYzmPVU8l5Vzfk5KTlILpDNGJizNeIFNMlBrGHYqGKUumuifT/G7TGDBxjtlqIiMh0OnXqZFWdTuLj4zF69Ghcu3YNAODj4wNPT095i2oGV1dXODo6ory8HN7e3k3qdEJERCSHmrWWreX3VVZWFsaMGYNTp04BqB7x29S/0S2Bo6MjXFxcUFhYaHXTCBIRkfVRiJqujtQqFRYWwsPDA1evXrWqYLR27Vo8+uij0lQuo0aNwoYNG+Dq6ipzZc1TUlKC0tJS+Pn5Net4tVqN+Ph4xCfEo6CgAB4eHojpEoOYmBjY2dkZudqG69i8ZTMSryTqbdC6c8KdZq2HiIiMpyYzpKSkICQkRO5yDHbw4EFMmDABKpUKANClSxf88ccf6Nixo7yFNVNlZSVycnIQEBBgNRfkiIiobanJDOfPn0d0dLTc5Rjs0qVLGDVqFJKTkwEAvr6++P3333HLLbfIXFnzaLVaXL16FYGBgVYzCoyIiKwTG5FauZpwV1BQYDWjkD744AM888wz0v2pU6dizZo1VrMWgEajgY2NTau98GMpDVpERGRc1pgZbhy13K9fP2zbtg0+Pj4yV2YYIQS0Wi2USqXcpRARERnMGjPDmTNnMHr0aGRmZgKoHnX9xx9/oHPnzjJXZriqqiqONiIiIlmwqwJZDCEEXnrpJZ0GpLlz5+L777+3mgYktVqNCxcuIDU1Fa21fdbOzg69evXC9GnT8eTcJzF92nT06tWLDUhkFYYNGwaFQoGFCxfKXQoRtdDatWsxceJEqQFp1KhR2Llzp9U0IGm1Wly6dAlJSUnQarVyl0NEN2BmIGo9atZarmlA6tKlC/766y+rakDKyMhAQkICKisr5S6FiPRgbqDWjo1IZBGEEJgzZw7efPNNaduiRYvwySefWE3v3IqKCiQmJqK0tBR5eXnSugxEVFdVVRXeffdddOvWDY6OjvD29sbEiRNx5syZBo8bOXIkbGxssHfvXvMUKoO4uDg8+eST6NmzJ9zd3aFUKuHs7IyQkBCMGzcOO3fulLtEFBcXY+bMmVY1TWoNrVaLH3/8EWPHjkXHjh1hb28PPz8/9OvXD99++63JjtVn27ZtmDRpEtq3bw8HBwd06NAB999/P06cONG8b64N+fjjj/Hwww9L097ed9992LJli9VMe6vRaJCUlASVSoWSkhKkpKTIXRKRxWJmqB8zg3E98sgjUCgUBn8NGzZM73m2b9+OyZMnIyAgAPb29vD19cXo0aPx008/GaWjoTW9ppYgNjYWI0eOREFBAYDqUcsHDhywmmlvhRBITU1FVlYWKisr2fmEqBHMDfVjbjAuY+UGwPjXGmoz2msqqFUrKCgQAERBQYHcpTTq/fffFwCEQqEQn3zyidzlNElpaak4ffq0OHHihDhx4oQ4c+aMKCsrk7ssIouk1WrFpEmTBAABQAQGBgp7e3sBQLi4uIgzZ87oPe7LL78UAMScOXOa/dxDhw4VAMTzzz/f7HOYSkVFhZg1a5ZQKBQCgLCxsRH+/v4iLCxMeHh4SK/XU0891eRzr1q1SgAQwcHBLapRrVaLVatWicDAQAFA+Pv7t+h85paamir69+8vvZaurq4iJCREuLq6CgBi4sSJJjn2RmVlZeLuu++WzuXh4SFCQkKEra2tACCUSqVYsWJFy7/hJrKmzLBt2zbp9Zo3b57QaDRyl2SwyspKcfbsWSkzxMXFWcVrTiQHZgb9mBlMY+HChSI6OrrRL6VSKQCIp59+Wud4rVYrZsyYIb3+SqVSdOrUSdjZ2Unbxo4dK0pLS5tVnyW9ptaUGf755x/h5eUlAIhRo0aJoqIiuUsymEajERcvXpQyw4kTJ0R2drbcZRFZLOYG/ZgbTKOluaGGMa811Gbs15SNSK2cNYU7IYT43//+J3744Qe5y2iSoqIicfLkSSnU/fPPP6KiokLusogs1k8//SQAiJtvvlkkJycLIYQoLy8Xc+bMkf64vlF6erpwd3cXwcHBorCwsNnPbcnBbvbs2QKAcHR0FMuXLxf5+fk6j6ekpIh3331XLF26tMnnbmmwu3TpknjzzTdFUFCQFGysJdjVuHbtmggPDxcAxK233ir27dsntFqt9PiFCxfE1q1bjX6sPo8++qjUeLR69WqpASQ7O1s89thjUrA/cuRIM7/b5rG2zPDdd9+JV199Vef/wtKVl5eL+Ph4KTOcOnVKFBcXy10WkcViZtCPmUE+e/fuFQCEt7e3yMvL03nss88+k77fV155RWosqqioEO+//76wsbERAMSCBQua9JyW+JpaW2Y4fPiweOyxx6zq7/Sqqipx/vx5KTP8/fffdd5zRKSLuUE/5gb5NJQbhDD+tQYhTPeashGplbPkcKdWq+UuocVUKpWIi4uTgl1CQkKr+L6ITKmmZ9Dp06d1tldWVoqgoCDh4OAgKisrdR4bO3asACD++OOPFj23pQa71NRU6cLChg0bjH7+lga74OBgnR60r732mtUFu/HjxwsAYtKkSU3+nG7JsTc6efKk9Fr+/vvveveZMmWKACBuu+22Fj1XUzEzmBZHLRM1HTNDXcwM8tFqtaJPnz4CgFi2bFmdx2+55RYBQNx///16j3/22WcFAOHn59ek57XE19SSM4NWq7X63MBRy0TNw9xQF3ODfBrLDUIY91pDDVO9plwTiWRx+fJl9OzZE1u3bpW7lGbLzc3FxYsXpfmI3d3dERkZCVtbW5krI7JsiYmJcHd3R48ePXS229nZoXfv3qioqEBOTo60ffXq1fj9998xc+ZMjBw50tzlmsXff/8tfZaMHTtW5mrqcnR0xF133YUDBw5g27ZtVjOHfI1du3Zh69atCAgIwOrVq5v0Od2SY/VZt24dAGDw4MG444479O6zePFiAMDevXuRkZHRoudrDYqKijB69Gi89957cpfSbMXFxUhMTIRarQZQ/TMVHR0NR0dHmSsjsmzMDHUxM8jn559/xokTJxAUFIS5c+fWeTwvLw8AcOutt+o9fujQoQAAlUrVpLWRWvNramwajQazZ8/GzJkzrXbdoJq1lsvKygAAtra2iIqKgru7u8yVEVk+5oa6mBvk01huMPa1hhqmek3ZiERmd/bsWQwcOBBnz57FlClTcOjQIblLarK8vDykpqZK9728vBAeHg6lUilfUURWQqvV1vuHc80fSw4ODgCAzMxMPP300+jYsaPZLiBnZGRg4cKF6N27N7y8vGBvb4/AwEBMnDgRGzdubPSP/iNHjmDatGno1KkTHBwc0L59e0yZMgUnT57E+fPnpUUVz58/Lx2jUCik25cuXTLZ99Zcp0+fxsaNGzFo0CC5S2mWL7/8EgDw3//+t8l/gLfkWH3Onj0LAOjVq1e9+3Tp0gUBAQEQQljl70hjys7Oxm233Ybdu3fjueeew+rVq+UuqclKS0uRlJQEjUYDAHBxcUF0dDTs7e1lrozI8jEzMDNYCo1Gg1deeQUA8L///U9639VW03i0f/9+veeoWaz91ltv1fl/bExrfU2Nrby8HPfeey+++uorrF69Gs8//7zcJTVZVVUVEhMTUVFRAQCwt7dHdHQ0XFxcZK6MyDowNzA3WApDcoOxrzXUMNVryiETZFZHjhzB2LFjkZ+fDwAICgqyylZmd3d3ODo6ory8HH5+fujUqVOT/hBojFqtRnx8POIT4qEqUMHTwxMxXWIQExMDOzs7oz0PkRzCw8ORmJiIo0ePol+/ftJ2lUqFo0ePokOHDvD29gYAzJkzB/n5+fjuu+/g4eFh8tpWrVqFuXPnory8HADQvn17eHh44OrVq9i8eTM2b96MCRMm4Mcff9T7x9ySJUuwaNEiCCFgY2ODwMBAaDQa/PLLL9i8eTPeeustvc87YMAA2NnZQa1WY/r06di1a1eTQ8Q///xT72NXrlwBUP3Z0tB+HTt2hKenZ53t+gKPtVCr1diyZQsAYMqUKWY7tqFzAtUXCRri5+eHa9eu4dy5c0Z5Xmt0+fJljBo1ChcuXAAAeHt7Izo6Wuaqms7JyQlubm4oKCiAu7s7wsLC2OmEyEDMDHUxM8jjxx9/RGJiIjp27Ijp06fr3WfJkiX4448/sGHDBjz//PP43//+Bzc3N1RUVODDDz/EsmXL4OLigmXLljXpuVvra2pMhYWFmDRpEvbs2QPg31EH1sbW1hbe3t7IysqCo6MjIiMj2emEqAmYG+pibpBHY7nBFNcaapjsNW3RZHhk8SxpruLt27cLZ2dnaV7G3r17i+zsbLnLaraKigqRmZlp9PNWVlaKXzb8It5Y/oZY8esKsW7/OrHi1xXijeVviF82/FJn/lYia7N27VoBQERERIhdu3aJ4uJicfbsWTFixAgBQCxatEgIIcQPP/wgAIiHH37YaM/d0DzF69evlz6fHn74YZGSkiI9VlRUJD766CPh4OBQ71z3K1eulI6fO3euzufDuXPnxLBhw4Stra20T0JCgs7xixcvlh7r0KGD+OGHH4RGozH4e6s5tiVfq1atMui5auY9NsY8xcOHDxfR0dEGfw0fPrxJ5//777+lhSyFEGLr1q1i9OjRws/PT9jb24vQ0FAxd+5ccfnyZaMeW5+aRV179epV7z4VFRXCw8NDABBPPPFEk77flrCkzPDPP/+IwMBAnZ+Js2fPyl1Ws2k0GnH16lWdRVKJqHHMDMwMtZk6M9RHq9WKrl27CgDigw8+aHDf8+fPi/79+wsAQqlUik6dOgk7OzsBQHTr1k0cO3asxfUY8zVtLkvKDFlZWaJXr17Se9PZ2Vns2LFD7rJa5Nq1a1a/rhORHJgbmBtqs+TcYIprDfUx1mvKRqRWzlLC3Q8//KDzgTZ8+HBRWFgoa01NodFozBbi/v77b/HG8jfEn+f+FMezjktff577U7yx/A3x999/m6UOIlPRarVi8uTJeoPF8OHDRUVFhcjOzha+vr6iffv2Ii8vz2jPXV+wKykpEX5+fgKAmDNnTr3Hr1u3Tqr18OHD0vaysjLh4+MjAIj/+7//03tseXm5uPnmm+sNdkII8fbbb0sXGgCIzp07i++//96ggGetwa72oo+GfDV1wc41a9ZIF25ef/116aJOcHCw8PX1lc7r4eEh9u3bZ7Rj6xMbGysd98MPP+jdZ8GCBdI+M2bMaNL32xKWkhn++usv4eXlJb0GUVFRIjU1VdaamoodPoiMg5mBmaE2U2eG+mzevFkAED4+PqKkpKTBfU+cOCFuvfVWvfV07dpV7N69u8X1sBHpXykpKSIyMlJ6jb29vcWRI0dkrampmBmIjIe5gbmhNkvODaa41lAfNiKRQSwh3H388cdCoVBIPwB33323KC8vl62epqqqqhKJiYkiISFBVFVVmfz5vv3uW7Hi1xU6DUg1Xyt+XSG+/e5bk9dAZGpVVVVixYoVYsSIESImJkaMHDlSfPrpp9IfUVOmTBEAxKZNm4QQQqSnp4tHH31UBAQECDs7OxEaGipeeumlJn+W1Bfsanosubq6Nvp5WdPTcd68edK2n376SQDVPR9VKlW9x/7yyy8NBjshhDh16pQYPXq0Tpjp3r17iy461IQGY4UiS7h4YagPP/xQABDu7u5CoVCIhx56SGRlZUmP7927V4SHhwsAwtfXV+Tm5hrl2IYMHz5cABD29vZi0aJFIiMjQ1RWVorz58+Lhx9+WCgUCmkUzlNPPWW016IxlpAZbhy13KdPH6satazVakVqaqo4ffq0qKiokLscolaBmYGZQW633367ACDmz5/f4H779u0Tjo6OAoC47777xLlz50RFRYW4dOmSePLJJ4VCoRA2NjZiw4YNLarHEl5TS8gMN45a7tixo9WNWs7MzBRxcXGiqKhI7lKIWg3mBuYGuRmSG0x1rUEfY72mNiAyoaVLl+L//u//pMXhZs2ahXXr1lnNnJdVVVW4cOECioqKUFJSgtTUVJM/p6pABU9vT72PeXp7oqCgwOQ1EJmaUqnErFmz8Oeff+LMmTP4448/MHfuXNjZ2WHjxo34+eefcf/992PSpElITU1Fnz59sHbtWgwePBhPPPEEPD098cYbb+Cuu+5qdPFJQxw4cAAAMGzYsEbnBx49ejQA4Pjx49K2Q4cOAQCGDBnS4HzKPXr0aLSWm266CbGxsdi/fz9GjBgBoHoO4hEjRuDFF180yvfblhQVFQGonit/2rRpWLNmDdq1ayc9PnToUPzxxx+wt7dHTk6OtLhlS49tyLp16zBw4EBUVlZi0aJF6NixI+zt7dG5c2esWbMG//vf/3DTTTcBgFnm57YUGzduxIQJE1BaWgoAuP3227F79274+fnJXJlhtFotLl26hJycHKjVaiQlJfHnlcgImBnqx8xgeomJidi9ezcUCgVmz55d737FxcWYPHkyysvLsWDBAvz444/o0qUL7O3tERoaio8++gjLly+HVqvFtGnTcPXqVTN+F61PXFwcBg8eLL2O0dHROHToELp27SpzZYa7cuUKMjIyoNVqcfHiRVRWVspdElGrwNxQP+YG0zM0N5jqWoMpsRGJTKp3796ws7MDALz00kv44osvrGYx6crKSpw/f166mKVUKuHv72/y5/X08IQqT6X3MVWeqk1dUKS2Jy8vD3PnzkW7du2wfPlyAMB///tfZGVlYfv27Vi3bh2WLVuG48eP46677sL27duxefPmFj9vzWKQYWFhje7bqVMnAEB2dra07fLlywCAiIiIBo+t+Tw0xODBg/Hnn39iz5496NKlC7RaLZYuXYrFixcbfA4CnJycpNtvv/223n3CwsJw3333AQD++OMPoxzbEF9fX+zfvx8//vgjpkyZgptvvhm33HILHnzwQezatQtLlixBVlYWACAqKsqgc7YGXbt2lX7H3X333di2bRvc3NxkrsowGo0GFy9ehEqlAgAoFAoEBARAoVDIWxhRK8bM8C9mBtP57LPPIITA8OHDERkZWe9+33zzDXJzc9G+fft6X/d58+ahR48eKC8vx4cffmiiituGkJAQBAYGAgD69OmDAwcOICgoSOaqDCOEwOXLl5GZmSlta9euHezt7WWsiqj1Y274F3OD6RiaG0x1rcGU2IhEJjVq1CisXbsWy5Ytw+uvv241F1PKyspw/vx5VFRUAKj+MI6Ojoarq6vJnzumSwxy0nKgylXpbFflqpCTloOYLjEmr4FILk8++SSysrLwySefwNfXF0VFRdi6dStGjhwp9ZQBqht1X375ZQDAtm3bWvy8arUaAGBj0/ivxZrPsdr71jQ2NzbKsjk9e4YNG4a4uDiMHDkSAPDmm2/i+vXrTT5PW+Xr6wsAcHd3ly426FMz8qcm5Lf02MbY2Njgvvvuw/r16xEXF4djx45h7dq1GD58OKqqqnDu3DkAwM0332zwOa1d586dsX37djz11FNWO2oZqP6/jYiIgLe3t8yVEbVuzAx1MTMYV1VVFb7//nsAwMMPP9zgvkePHgUADBgwAI6Ojnr3USgUuP322wEAhw8fNmKlbY+3tzd27NiB6dOnW+2o5RqdOnVqMGcSkXEwN9TF3GBcTckNprzWYCq2chdArUtFRQXs7e11GoumTp0qY0VNV1JSgqSkJGg0GgDVH9RRUVFm6xkUExODlNQUHNt5DL5BvvD0rh6ZlJOWg+gO0YiJMX4jklqtRnx8POIT4qun0/PwREyXGMTExDSpNwNRS2zduhXff/897r77bkyZMgUAcOHCBWg0Gr3v++joaABAWlpai5+7ZpShIVNWpqenAwA6dOggbasZln7t2rUGj21uIHN0dMQnn3yC6OhoqNVqHDx4EHfddVezzmVpbr/99iYFog4dOmDXrl0G79+9e3cA1Z/tlZWV9X6W1/zecnFxMcqxLfHnn3+ivLwcoaGhVjUtS1NpNBpotVqd3zO33HILbrnlFhmraprKykpcuHBB6nSiVCoRGRlptPcCEenHzFA/ZoZ/NTUz3Gj37t3Izc2Fra0tJkyY0OC++fn5ABrvCV7zeO1GBDJMRUWFzkXUDh064Ntvv5WvoCbSaDRITk6WOp0oFAqEhISw0wmRGTA31I+54V/mzA1yXWtoCTYikdHk5ORg7NixuOuuu/DCCy/IXU6zFBYWIjk5GVqtFgDg7OyMyMhI2Nqa70fFzs4Od064U2rUybySCQ8PD4wZOMYkjTpqtRqbt2xG4pVE+Ab5IiAoAKo8FWIPxSIlNQV3TriTDUlkciqVCrNnz4aPjw8+/fRTaXvNhdmaf2srLCwEAKP8fPbv3x9r167Fnj17UFxc3OCow5phxEOGDJG2de/eHRs3bsSePXtQVVVVb00tCSQtmaLjkUcewSOPPNLs400pOTlZGqJviPLy8iadv0ePHvDx8UFubi527tyJsWPH6t3v77//lvY3xrEt8d577wFovPeSNauoqMDDDz8MpVKJ7777zqCeeZamrKwMSUlJUu9COzs7REZG6kxNQETGx8zQOGaGak3NDDf65ZdfAAC33XYbvLy8Gtw3NDQUAHD69OkG9ztx4oTO/tQ4IQReffVV7NixA7t27TLL7CDGplarcfHiRWlEgY2NDcLDwxtdH4WIWo65oXHMDdXMmRvkutbQEtb3FztZpLS0NAwePBjHjx/Hiy++iJUrV8pdUpOVlJTg4sWLUgOSm5sboqKizNqAVMPOzg69evXC9GnT8eTcJzF92nT06tXLJI058fHxSLySiL4j+qJX/14Iiw5Dr/690HdEXyReSUR8fLzRn5PoRs888wyuXr2K5cuX66w9FhwcDKB6Mcobh2fv2bMHQPUUWC01depUuLq6oqCgAC+++GK9+23YsAEnTpyAra0tZs6cKW2v6alz7do1fPLJJ3qPvXr1KpYtW6b3saSkJCmo1mf37t0AqnuiWEKAMJbU1FQIIQz+MqQHV212dnZ48MEHAVSvzVczyrS2c+fOYd26dQCA+++/3yjHNtd7772H3bt3w9/fH08//XSLz2eJiouLMX78eKxfvx4//vgj5s+fL3dJTaZWq5GYmCg1IDk4OKBz585sQCIyA2YGZgZTZYbahBD49ddfAQCTJk1qdP+a/9fz58/jhx9+0LtPbGys9H/TWnp5m5pGo8HcuXPx2muv4dixY5g8ebLePGbJhBC4cOGCzlrLUVFRbEAiMhPmBuYGS8wNclxraDFBrVpBQYEAIAoKCkz2HOfOnRMdO3YUAAQAERAQIM6cOWOy5zMVrVYrLl68KE6cOCGSk5OFRqORuySz+Pa7b8WKX1eI41nH63yt+HWF+Pa7b+UukVq5HTt2CADizjvv1Pv4LbfcIgCI559/XlRWVgohhDh58qTo1KmTUCgUIi4uzuDnGjp0qHSuG3366afS59gjjzwiUlNTpceKi4vFxx9/LBwdHQUA8frrr9c5/u677xYAhFKpFG+//bYoKSkRQlR/tuzcuVOEh4eLbt26Sc+RkJAgHbtq1SrRvn178corr4jTp0/rfP6Ul5eL9evXCz8/PwFA3HvvvXq/t/j4+BZ/5efnG/Q6rlq1SgAQ/v7+Bu0vt+vXrwsfHx8BQIwfP16kp6dLj+3cuVN06tRJABB33HGH0Y5NTk4WERERIjIyUiQnJ+s89tVXX4n9+/eLqqoqaduFCxfEY489JgAIW1tbsW3bNmN9+wYzR2a4fv269DMNQDg5OcnyvRpDRkaGOHHihDh37pxQq9Vyl0PUJjAzMDOYy+nTp6XX/59//jHomDvuuEMAEK6uruKzzz6T3oNqtVp88803wsPDQwAQ3bt3lx4TouHMoI8lvKbmyAzl5eViypQp0v8DAPHRRx+Z7PlMKTc3V5w4cUKcPn1alJaWyl0OUZvB3MDcYC7NyQ2muNagj7FeUzYitXKmDndHjx6V3vAAREREhEhJSTHJc5mDRqMRmZmZQqvVyl2K2Xz46Ydi3f51ehuR1u1fJz761DqDOlmHwsJCERQUJDw9PcXVq1f17nPkyBHh5OQkAAhHR0fRvn176TPnxRdfbNLzNRTshBBi6dKlwsbGRqdRPCQkRNjb2wsAQqFQiJdeeknvZ0ReXp7o27evdKyDg4MIDQ0Vnp6eAoCIiYkRx48flx6/cOGCdGzNL/XaF9ZDQkJESEiIsLOzk7aPHz9eFBYW6q299vHN/Vq1apVBr6M1BrsjR44Ib29vAUDY2NiIoKAg4evrK33vgwcPFnl5eUY79r333pMef++993QemzhxotRYdOO5vL29xaZNm0z1MjTI1Jnh8uXLonPnztL36unpKQ4ePGiS5zKXrKwsncZAIjIdZoZqzAzm8fnnnwsAws3NzeC/DQsKCsSIESOk18jZ2VmEhYUJV1dXadtNN90k0tLSdI5rKDPoYwmvqakzQ1FRkc5raWtrK7777juTPJe55OTkiIqKCrnLIGozmBuqMTeYR3NygxDGv9agj7FeU05nR832559/Yvjw4cjNzQUA3HzzzTh06BBCQkLkLcxAQghUVlbqbLOxsYG/v7+0cFlb4OnhCVWeSu9jqjwVPDw8zFsQtSnPPfcc0tLS8MEHHyAgIEDvPv369cPBgwcxduxY2NvbQ6VSoXfv3li9ejXeeOMNo9azcOFCnDlzBrNmzUJkZCRUKhWysrIQFBSEmTNn4uTJk3j99df1fkZ4eXlh//79WLZsGXr37g1bW1tcv34dwcHBWLp0KY4ePaoz1VXtn637778f3333HaZPn44ePXrAzs4OaWlpyM3NRVRUFGbMmIFdu3Zhy5YtcHNzM+r33Fb069cPZ8+exdNPP42wsDBkZWWhqqoKw4YNw8qVK7Fnz5565y1uzrETJ05EWFgYwsPDMXHiRJ3HHn30Udxxxx3w9/dHZmYmhBDo06cPlixZgoSEBIOGv1ubhIQEDBw4EOfPnwcABAQEYP/+/Rg4cKDMlRlO33zp7dq1g1KplKEaoraHmaEaM4N5nDlzBgDQpUsXg/82dHd3xx9//IF169Zh3LhxcHV1RVpaGuzt7XHbbbdhxYoVOHbsGDp16qRzXEOZoS3KycnB8OHDsXPnTgCAk5MTNm/ejGnTpslcmeH0ZQYfH596F04nIuNjbqjG3GAezckNgPGvNZiSQogbJn6kVqWwsBAeHh4oKCgw6py769evx4MPPiitBTBs2DD89ttvVjOvrxACKSkpKC4uRnR0NBwcHOQuSTZxcXGIPRSLviP6wtPHU9quylXh2M5jGDNwDHr16iVfgUStyLZt2zB+/Hg4OTmhsLBQljXXiOpjqsxw7NgxjB07Vup0EhERgT///NNqOp0A1fOMZ2ZmIjIykn9cEZFZMDOQJTNVZkhLS8Po0aOlTieenp7Ytm0bBgwYYLTnMLW8vDykpqYiKCgIvr6+cpdDRG0EcwOZGt9R1GRr167F9OnTpYXn7rrrLvzwww9wdHSUuTLDaDQaXLp0SVpY7uLFi+jatWubGn1UW0xMDFJSU3Bs5zH4BvnC07t6ZFJOWg6iO0QjJiZG7hKJWo2tW7cCAPr27ctQR23C4cOHMXLkSJSUlACoHrUcGxuLdu3ayVyZYYQQSE9Px/Xr1wEAycnJ6NatG+zs7GSujIhaO2YGamvS09MxcOBAZGRkAAACAwOxY8cOdO/eXebKDJednY309HQAwOXLl+Ho6AhXV1eZqyKitoC5gUyN09lRk916661Sj5oZM2Zg/fr1VtOAVFVVhaSkJKkBycbGBh07dmyzDUgAYGdnhzsn3IkxA8fAodgBmfGZcCh2wJiBY3DnhDt5oYzIQFqttsHH4+LisGrVKgDV05kRtQVdunRBeHg4gOpRy3v37rWaBiStVouUlBSpAQmovqDF34tE1FLMDER1BQQEoHfv3gCAyMhIHDp0yKoakK5evSo1IAGAr68vXFxcZKyIiFoL5gayBJzOrpUz1TDzkydP4tdff8WiRYuspgGmsrISSUlJKC8vBwAolUpERETI2jNIrVYjPj4e8QnxUBWo4OnhiZguMYiJieFFKiIrM2nSJHTv3h1Tp05F9+7dpc/G/Px8/PDDD3jxxRdRWFiIAQMGYN++fewdRBbHVJnh2rVrWLp0Kd555x2r6XSi0WiQnJyMoqIiAIBCoUBwcDB8fHxkroyIWgNmBrJ2psoMZWVleO655/DKK69YTaeTG0ctA0D79u3RoUMHGasiotaEuYEsARuRWjljhLvKykoAsOpFIMvLy5GUlCR9L3Z2doiMjNRZeM7c1Go1Nm/ZjMQriXqnkeMoICLrMmjQIBw6dAgA4Orqinbt2qG8vBzXrl2Tpv8cNmwY1q9fDz8/PzlLJdLLGJlBCIHS0lKr7nlbM2q5tLQUQPWo5bCwMJ0FaomIWoKZgaydsRqRSkpKrDozaLVapKamIj8/X9rWqVMnq2kAIyLrwNxAloBNk9SgkpIS3HPPPXB3d8cPP/wApVIpd0lNVlJSgosXL6KqqgoA4ODggMjISDg4OMhaV3x8PBKvJKLviL7w9PGUtquiVDi28xji4+PRq1cv+QokoiZZs2YNfvrpJ2zfvh3p6em4cuUKbG1tERoain79+uG+++7DhAkTrGb0JlFTabVaPPXUUzhy5Ah2794NNzc3uUtqMksctUxErQ8zAxHw2WefYenSpThw4ABCQkLkLqfJ9I1aDgkJgbe3t8yVEVFrw9xAloAjkVq5lvQQysvLw/jx43H48GEAwFNPPYUPP/zQBFWaTmVlJc6ePSvNH+rs7IyIiAiLGOGz+vvVqHCtQK/+dRuK4g7HwaHYAdOnTZehMiIiaotakhkqKyvxyCOP4McffwQAjBgxAjt27ICNjfUsvymEwNmzZ1FRUQHAMkYtExERWaKWZAYhBJYsWYJFixYBACIiInD8+HF4enoav1ATunjxIgoKCgBw1DIREbV+1vOXPZnVlStXMGTIEKkByd3dHZMnT5a5qqazt7eHv78/gOohn1FRURbRgASgeg0kb0+9j3l6e0qBlIiIyJKVlJTgzjvvlBqQlEolHnzwQatqQAKqexDXrF/g4OCA6OhoNiAREREZkVarxZNPPik1IAHAPffcY5WNLwEBAbCxsYFSqURkZKRVfg9ERESG4nR2VMeFCxcwcuRIpKWlAQD8/f2xY8cO3HTTTTJX1jyBgYGwt7eHt7e3RV3Q8vSoXgNJH1WeiiGUiIgsXl5eHsaNG4cjR44AABwdHbF+/XpMmDBB5sqax8vLC2FhYXB1dbWYTidEREStQWVlJaZPn46ffvpJ2vb+++/jmWeekbGq5nNxcUFERARsbW3Z6YSIiFo9y7miThbh77//xsCBA6UGpLCwMBw6dMiqGpBq1jGozdfX16IakAAgpksMctJyoMpV6WxX5aqQk5aDmC4x8hRGRERkgIyMDAwePFhqQPLw8MAff/xhVQ1I+jKDl5cXG5CIiIiMqGbUck0DklKpxOrVq62qAam8vBw3rgbh5ubGBiQiImoTOBLJguzatQtr167FX3/9hYyMDKjVari7uyM8PBxDhw7Fc889h3bt2pns+Xfv3o2JEyeiuLgYANCjRw/ExsYiICDAZM9pTEIIZGRk4Pr164iMjLT4Bb1jYmKQkpqCYzuPwTfIF57e1SOTctJyEN0hGjExbEQiIiLLlJiYiFGjRkmdTtq3b4/Y2Fir6nRy/fp1pKWlISgoCH5+fnKXQ0RE1Crl5uZi3LhxOHr0KADrHLVcWFiI5ORk+Pj4ICgoSO5yiIiIzE4hbuxKQWaXmZmJRx99FLGxsQ3ut337dowZM6ZJ5zZ0wcs9e/ZgzJgxqKysBAAMHjwYmzdvtprFLYUQSE1NRV5eHoDqnk3du3eHra1lt5Oq1WrEx8cjPiEeBQUF8PDwQEyXGMTExLAXNBERmZWhmeHSpUvo168fcnJyAFSPWv7zzz8RFhZmrlJb7Nq1a7h69ap0v3PnznBxcZGxIiIiIuthaGYoKSlB3759ce7cOQDVo5a3bt2KQYMGmavUFsvPz0dKSoo0CikkJAQ+Pj4yV0VERGReln2FvQ04ffo0RowYIV2IsbW1xfDhwxEVFQVHR0dkZGQgPj4eZ8+eNWkdvXv3Rrdu3XDy5ElMmDAB69ats5ph2VqtFsnJySgsLJS2derUyeIbkADAzs4OvXr1Qq9eveQuhYiIyCDBwcEYOnQoNmzYgJtuugmxsbFo37693GUZpGbUcnZ2trStffv2bEAiIiIyARcXF9x99904d+4c2rdvjx07dqBHjx5yl2WwmlHLNTw9PeHl5SVjRURERPKw/KvsrVhaWhrGjh0rNSA99NBDeO+99/ROWRcfH2/SUUHu7u6IjY3Fhx9+iMWLF1vNKJiqqipcvHgRJSUlAACFQoGwsDCrGUFFRERkbZRKJb7//nuEhYXhxRdftJrfuTeOWgaAjh07wt/fX8aqiIiIWrfFixfD1tYWDz74oFWPWvb19UVQUBAUCoWMVREREcmD09nJ6Pbbb8fu3bsBAG+//TYWLFhg9Oeob5i5VqtFUVERPDw8jP6c5lJZWYmkpCRpUWylUonw8HCLXwuJiIjIEjU0NY1KpbKaxiJ99I1a5nQ0REREzdOaM4MQAunp6bh+/bq0rX379ujQoYOMVREREcnLRu4C2qpff/1VakB68MEHTdKAVB+1Wo1HH30Uw4YNQ0FBgdme15jKy8uRmJgoNSDZ2toiKiqKDUhERERGJITA0qVL0aVLFyQnJ8tdTrNUVVXhwoULUgOSQqFAeHg4G5CIiIiMbMOGDQgODsbevXvlLqVZakYt125A6tixIxuQiIiozWMjkkyWLl0KAHB1dcW7775rtuctLS3F5MmTsWbNGpw6dQqTJ0+GtQ1G02q1SEpKQmVlJQDAwcEBnTt3hrOzs8yVERERtR5arRbz58/Hiy++iMzMTIwaNUpnJI+1uHTpkjTtrVKpRGRkpFX3kCYiIrJEX331Fe69914UFhbizjvvRGJiotwlNVlGRobOtLchISGc9paIiAhsRJJFUlISjh07BgCYOnWq2RajVqlUGD16NLZu3QqguvHliSeesLo5fW1sbNCxY0cAgJOTE6Kjo+Hg4CBzVURERK2HWq3GI488gg8++EDaNmvWLKsc8duxY0colUqOWiYiIjIBIQTefPNNzJo1C1qtFgAwefJkhIeHy1xZ07Vv3x4ODg4ctUxERHQDW7kLaIvWr18v3b7//vvN8pyZmZm45557EB8fDwBwc3PD5s2bMWzYMLM8v7F5eXlJ6x8plUq5y7EKarUa8fHxiE+Ih6pABU8PT8R0iUFMTAzs7OzkLo+IiCxEaWkpHnjgAWzbtg1AdeeNL7/8EjNmzJC5suZxdnZGREQE7Ozs2OmEiIjIiLRaLZ555hl8+OGH0rb58+fjnXfegY2N9fVZtrOzQ2RkJNRqNVxdXeUuh4iIyGIohLXNZdYKjB8/Htu2bYNCoUBBQYHUI/b48eOIj49HVlYWPDw80K1bNwwcOBC2ts1v66tZ8DI4OBiXL18GAPj5+SE2Nha9evUyyvdjDqWlpZyurgXUajU2b9mMxCuJ8A3yhae3J1R5KuSk5SC6QzTunHAnG5KIiNq4mszQr18/HD16FED1qOUff/wRd911l8zVGa60tBROTk5WN9KaiIjIWtRkhnvvvVenk+zbb79t1vWeW6qiogK2trbsmEpERNQINiLJIDAwENeuXUNYWBiSk5Oxf/9+zJ49G+fPn6+zr7+/PxYtWoTHH3+8Wc9VE+5qhISE4I8//kBkZGSz6ze3zMxMXLlyBUFBQfDz85O7HKsUFxeH2EOx6DuiLzx9PKXtqlwVju08hjEDx1hVoyIRERnfjZnBGkct5+fnIyUlBT4+PggODpa7HCIiolbpxsxgY2ODr776Co899piMVTVNSUkJLl68CCcnJ0RERFjlyCkiIiJz4XR2ZqZSqXDt2jUAgK+vLzZs2ICpU6dCo9Ho3T8rKwtz5szB0aNHsXLlyhb1qu3evTt27NiBwMDAZp/DnIQQyMjIQHZ2NgAgLS0NLi4uVjciyRKmkYtPiK8egVSrAQkAPH084Rvki/iEeDYiERGRxBpHLefk5EijrnNycuDq6sq1DIiIiEzMwcEBP/30EyZNmiR3KQYrLCxEcnIytFotioqKcPXqVWndZSIiIqqLjUhmlpeXJ90uKCjAjBkzoNFo8MADD+CJJ55Ajx49oNFocPLkSXz44Yf49ddfAQDffvstunfvjvnz5zd4/oqKClRUVOg8BwD07t0bGzZsgKurKwoLC43/jRmZEAKXL19Gfn6+tC0wMBBVVVVWUX8NtVqN37f/jqSrSfDp5AOPMA+o8lX4deevOHvuLMbeMdYsDUmZmZnw7+aP4qLiOo/ZO9gj62KWVb2uRNS2ubm5caoyI6gvM3Ts2BGbN29GeHi41fxuyMrKwtWrV6X73t7esLW1tZr6iYjINJgZjKO+zODi4oJ169Zh8ODBVvM7Nz8/H5cvX0bNpDyurq5wcXGxmvqJiMh0mBvqx+nszOzkyZN1evV+8cUXmD17tt79X3jhBbz11lsAqt/I6enpOsPGb7Ro0SIsXrzYeAUTERFZmOzsbE5vagTMDERE1NoxMxgHMwMREbUFzA31YyNSA0JCQqRpUZpj3Lhx2Lp1q862gwcPYvDgwdL9hx9+GKtXr673HBqNBj169MC5c+cAACtWrMCsWbPq3f/GHkIqlQrBwcFIS0trsPGJqD6FhYXo1KkT0tPT4e7uLnc5ZKX4PiJjqHkfqVQq/k4zAmYGMgV+3lNL8T1ExsDMYFzMDGQK/LwnY+D7iIyBuaFxnM7OzJycnHTuP/fccw3ur1Qq8eijj0r77dmzp8FGJAcHBzg4ONTZ7uHhwQ9TahF3d3e+h6jF+D4iY+DwcuNgZiBT4uc9tRTfQ2QMzAzGwcxApsTPezIGvo/IGJgb6sdGpAZ8+OGHKC6uu4aMofQtzFj7A83V1RXdu3dv9Dz9+/eXbrdkZBQREREREREREREREZGh2IjUgEmTJhn9nB06dICNjQ20Wm2dUUn1adeunXS7JY1aREREREREREREREREhrKRu4C2xtnZGWFhYQCAvLw8nXmF61NeXi7d9vb2btLzOTg44NVXX9U79JzIEHwPkTHwfUTGwPeRafH1JWPg+4haiu8hMga+j0yLry8ZA99HZAx8H5Ex8H3UOIUQQshdRFvz0EMP4bvvvgMA7Nu3D0OGDGlw//Xr12Pq1KkAgP/85z/48ssvTV4jERERERERERERERG1bRyJJIMpU6ZIt7/++utG99+0aZN0e9SoUSapiYiIiIiIiIiIiIiIqDaORJJBZWUlwsPDkZGRARsbG+zduxeDBw/Wu+/x48cxYMAAVFVVITAwEJcuXeLQOiIiIiIiIiIiIiIiMjmORJKBvb093nzzTQCAVqvFxIkTsXPnzjr7HThwAOPHj0dVVRUA4PXXX2cDEhERERERERERERERmQUbkWTy0EMP4bHHHgMA5OfnY+TIkRg0aBDmz5+P+fPnY8iQIRg6dCiys7MBAI899hgeffRRk9a0a9cuPPLII4iKioKzszPs7Ozg4+ODvn374rnnnpNqIQIAjUaDrVu3YsaMGejZsye8vLxgZ2cHb29v9O3bFy+99BJSU1PlLpNkdvbsWTz99NOIiYmBp6cn3N3d0a1bN/z3v//FuXPn5C6PLNyJEyfw3HPPYeDAgWjXrh3s7e3h5uaGLl26YNasWThy5IjcJbZZzAzUVMwN1BhmBmoJZgbLxcxATcXMQI1hZqCWYGZoJkGyUavV4umnnxYKhUIA0PtlZ2cnXn75ZaHVak1Wx7Vr18SYMWPqraHma/v27SargaxLVlaWiIqKavQ9Y29vL9555x25yyUZaDQasXjxYqFUKhv8fHv//fflLpUs1MSJExv9jAEgHnjgAVFaWip3uW0GMwM1B3MDNYSZgVqKmcEyMTNQczAzUEOYGailmBmaz7aRNiYyIVtbWyxbtgz3338/vv76a+zduxcZGRmwtbVFcHAwRo8ejdmzZyMiIsJkNZw+fRojRoxATk6OVNPw4cMRFRUFR0dHZGRkID4+HmfPnjVZDWR98vLycOHCBQBASEgIBg0ahA4dOkAIgUuXLmHnzp1QqVSorKzEggULYGNjg/nz58tcNZnTggUL8P7770v3hw0bhl69eqG0tBR//vknkpOToVarMX/+fDg7O+Pxxx+XsVqyRDW9f7y8vDBkyBCEh4fDwcEB165dw969e6Xehz/88AOKioqwefNmGattG5gZqLmYG6ghzAzUUswMloeZgZqLmYEawsxALcXM0AIyN2KRjC5fviwCAwOlVtaHHnpIZGVl6d33zJkzIi0tzcwVkqVKSEgQffv2Fbt27dL7eElJiXjkkUek95aTk5O4du2amaskufz222/S/72Xl5fYt2+fzuNVVVViwYIFOr3ILl26JFO1ZKl69eolVq1aJSoqKuo8ptVqxaeffipsbGyk99Gvv/4qQ5VtBzMDtQRzA9WHmYGMgZnBsjAzUEswM1B9mBnIGJgZmo+NSG3Y8OHDpR+Kt99+W+5yyIpUVFQIjUbT4D4ajUZ0795deo999tlnZqqO5KTVanX+32NjY+vdd8KECdJ+jz/+uBmrJGtQVlbW6D5z5syR3kP33nuvGapqu5gZqCWYG0gfZgYyFmYGy8LMQC3BzED6MDOQsTAzNJ+NccYzkbX59ddfsXv3bgDAgw8+iAULFshcEVkTe3t72Ng0/PFhY2ODe+65R7qflJRk6rLIAmzfvh3//PMPAGDMmDEYPXp0vfu+/fbb0u21a9eisrLS5PWR9XB0dGx0n6lTp0q3+RljOswM1FLMDaQPMwMZCzOD5WBmoJZiZiB9mBnIWJgZmo+NSG3U0qVLAQCurq549913Za6GWqvAwEDpdmNBkFqHX3/9Vbo9c+bMBvft0qUL+vTpAwAoKSnBwYMHTVkatUL8jDEPZgYyF/5Mty3MDGRO/HwxD2YGMhf+TLctzAxkTvx80Y+vRBuUlJSEY8eOAahuXW3fvr3MFVFrdf36del2dHS0jJWQufz+++8AAIVCgdtvv73R/YcNGybd3r9/v6nKolaKnzGmx8xA5sSf6baFmYHMiZ8vpsfMQObEn+m2hZmBzImfL/qxEakNWr9+vXT7/vvvl7ESas2EEFJvEVtbW4wbN07egsjkcnJycOXKFQBA586d4enp2egxt9xyi3Sbw4SpqTZu3CjdnjRpknyFtGLMDGQuzA1tCzMDmRszg+kxM5C5MDO0LcwMZG7MDPrZyl0Amd/hw4cBVLfg9+3bV9p+/PhxxMfHIysrCx4eHujWrRsGDhwIW1u+TahphBB4+eWXcfz4cQDA/PnzdYaDUut04cIF6XZ4eLhBx4SEhEi3Ge6oKbZt24bly5cDAPr374+7775b5opaJ2YGMgfmhraHmYHMiZnBPJgZyByYGdoeZgYyJ2aG+vG3dhsUFxcHAAgNDYWbmxv279+P2bNn4/z583X29ff3x6JFi/D444+bu0yyIlqtFiUlJbh8+TIOHz6Mr776Sgp1//nPf/Dmm2/KXCGZw6VLl6TbnTp1MuiYDh06SLdzcnKMXhO1HmVlZcjMzERcXBx++OEHbNq0CUII9OvXD5s3b+ZcxSbCzECmwNxAzAxkSswM8mBmIFNgZiBmBjIlZgbDsRGpjVGpVLh27RoAwNfXFxs2bMDUqVOh0Wj07p+VlYU5c+bg6NGjWLlyJRQKhTnLJQs3c+ZMfPPNN3W2K5VK3H777ViwYAFGjRolQ2Ukh8LCQum2h4eHQce4ublJt0tKSoxeE1m37777Dg899JDex7p374558+Zh5syZ7MlqIswMZGzMDVSDmYGMjZlBXswMZGzMDFSDmYGMjZmhedic1sbk5eVJtwsKCjBjxgxoNBo88MAD+Ouvv1BcXIyCggLs3btXZ97Hb7/9FsuWLZOhYrJGHh4ecHNzw5UrV1BeXi53OWQmtcOZo6OjQcfU3q+0tNToNVHrZG9vD39/f6hUKvYsMyFmBjIX5oa2h5mBzIWZwTyYGchcmBnaHmYGMhdmhoYphBBC7iLIfE6ePIlevXrpbPviiy8we/Zsvfu/8MILeOuttwBUt+Snp6cb3PJPrd/mzZsRFxcHIQSKi4uRlZWF+Ph4nDlzRtonKCgIP/74IwYMGCBjpWQOr732Gl555RUAwBtvvIEXX3yx0WM0Go3Uu8PDwwMqlcqUJZKVOXPmjLSoZWlpKfLz85GQkIDjx4+jsrISAODi4oL333+/3t9j1HzMDGRszA1Ug5mBjI2ZQV7MDGRszAxUg5mBjI2ZoZkEWazg4GABoNlf48aNq3POAwcO6Ozz8MMPN1hDVVWV6Nq1q7T/ihUrTPXtkgmY4j1kiJSUFPHYY49J53FychInTpww8ndHlubdd9+V/s9feeUVg44pKiqSjunYsaOJK6TWIj8/XyxdulQ4OTlJ759PP/1U7rJkxcxAxsDcQObCzEDmwsxQFzMDGQMzA5kLMwOZCzNDwzidXRvj5OSkc/+5555rcH+lUolHH31Uur9nzx6T1EWtS0hICL755hssWbIEQPVCdTNnzoTgwMdWzdXVVbpt6JDx2vvVnreYqCGenp5YuHAhfv/9dyiVSgDAs88+iytXrshcWevCzEDmwtzQ9jAzkLkwM5gHMwOZCzND28PMQObCzNAwrhBlwT788EMUFxc3+/iOHTvW2ebu7i7ddnV1Rffu3Rs9T//+/aXbly9fbnY9ZH6meA81xYsvvojVq1cjOTkZp06dwtGjR3Hrrbe26JxkuXx8fKTbmZmZBh1T+5dxcHCw0Wui1m3YsGF48MEHsXr1apSVlWHt2rVYuHCh3GXJgpmBjIG5gcyFmYHMjZnhX8wMZAzMDGQuzAxkbswM+rERyYLVXnDSWDp06AAbGxtotdo6vYXq065dO+l2S0ICmZ8p3kNNoVQqMXr0aHz22WcAgOPHjzPYtWLR0dHS7dTUVIOOqf0HY9euXY1dErUB48aNw+rVqwFUf8a0VcwMZAzMDWQuzAwkB2aGaswMZAzMDGQuzAwkB2aGujidXRvj7OyMsLAwAEBeXh4qKioaPaa8vFy67e3tbbLaqHXy9/eXbpeUlMhYCZlaVFSUNOT39OnT0Gg0jR5z4sQJ6fZNN91kstqo9eJnjOkwM5Ac+DPdNjAzkBz4+WI6zAwkB/5Mtw3MDCQHfr7UxUakNqimd4ZGo8HRo0cb3T8hIUG6HRUVZbK6qHXKzs6Wbtf+EKbWx9HRUZqWoqioSCe41adm/nMbGxvccccdJq2PWid+xpgWMwOZG3+m2wZmBpIDP19Mi5mBzI0/020DMwPJgZ8vdbERqQ2aMmWKdPvrr79udP9NmzZJt0eNGmWSmqh10mg02L59u3S/9rzX1DpNnDhRur1y5coG901KSsJff/0FABg8eDD8/PxMWhu1Tlu3bpVu8zPG+JgZyJyYG9oWZgYyN2YG02JmIHNiZmhbmBnI3JgZ9BDU5lRUVIiOHTsKAMLGxkbs37+/3n2PHTsmbG1tBQARGBgoysvLzVgpWaL8/HyRkJBg0L5vvfWWACAAiD59+pi4MrIEmZmZwtnZWQAQ9vb2Ij4+vt59J06cKL0/tm3bZsYqydIdPnzYoP0OHjwolEqlACCcnZ1FVlaWiStre5gZqKWYG6g+zAxkDMwMloOZgVqKmYHqw8xAxsDM0DJsRGqj1qxZI32oenl5iT///LPOPvv37xft2rWT9lu5cqUMlZKlSUlJEY6OjuKll14SmZmZevcpKCgQzz//vFAoFNIfEQcOHDBzpSSXBQsWSJ8bYWFh4uzZszqPV1VViWeffVbaZ8iQITJVSpYqJCREPPDAA+LMmTN6H6+qqhKrVq0S7u7u0vvozTffNHOVbQczA7UEcwM1hJmBWoqZwbIwM1BLMDNQQ5gZqKWYGVpGIYQQRhvWRFZlxowZOsNABw4ciH79+gEAjh8/joMHD6Lm7fHYY4/hm2++kaVOsiypqakIDQ0FACiVSvTp0wc9e/aEj48PysvLkZiYiH379qG4uBgAoFAosGLFCvznP/+Rs2wyo4qKCgwdOlSaC12pVOKOO+5Aly5dUFhYiNjYWFy+fBkAEBgYiBMnTiAgIEDOksnChISESO+RqKgo9O/fH/7+/lAoFEhLS8PevXtx7do1af+HHnoIq1evhkKhkKvkVo+ZgZqLuYEawsxALcXMYHmYGai5mBmoIcwM1FLMDC0kaxMWyUqtVounn35a6sGh78vOzk68/PLLQqvVyl0uWYjr16+LgICAet8ztb9CQ0PFzp075S6ZZHD9+nUxatSoBt8fvXr1EklJSXKXShZo5MiRBn3GuLm5iQ8//JC/o8yAmYGai7mBGsPMQC3BzGB5mBmouZgZqDHMDNQSzAwtw5FIhOPHj+Prr7/G3r17kZGRAVtbWwQHB2P06NGYPXs2IiIi5C6RLExZWRl+/vlnbNu2DadPn8bVq1dRWloKV1dXtG/fHv369cOECRNw1113QalUyl0uyUQIgQ0bNmDVqlU4c+YMsrOz0a5dO3Tt2hUPPvggpk6dCnt7e7nLJAskhMAff/yBjRs34sSJE0hJSUFRURHs7e3h6+uLm2++GSNGjMDDDz8Md3d3ucttU5gZqDmYG6gxzAzUXMwMlouZgZqDmYEaw8xAzcXM0DJsRCIiIiIiIiIiIiIiIqI6bOQugIiIiIiIiIiIiIiIiCwPG5GIiIiIiIiIiIiIiIioDjYiERERERERERERERERUR1sRCIiIiIiIiIiIiIiIqI62IhEREREREREREREREREdbARiYiIiIiIiIiIiIiIiOpgIxIRERERERERERERERHVwUYkIiIiIiIiIiIiIiIiqoONSERERERERERERERERFQHG5GIiIiIiIiIiIiIiIioDjYiERERERERERERERERUR1sRCIiIiIiIiIiIiIiIqI62IhEREREREREREREREREdbARiYiIiIiIiIiIiIiIiOpgIxIRERERERERERERERHVwUYkIiIiIiIiIiIiIiIiqoONSEREZrBkyRIoFAooFAoMGTJE7nKIiIjIQjEzEBERkSGYGYjIXGzlLoCILMvevXtx2223tfg8e/bswbBhw1peUCsRFxcn3e7du7eMlZjWiRMnsHnzZhw5cgRJSUnIy8tDSUkJnJ2d4e3tjdDQUHTr1g39+vXD8OHD0aFDB7lLJiKiZmJmMA1mBmYGIqLWhpnBNJgZmBmIzIWNSEREZvD3339Lt1tjuDtw4ACeffZZHDt2TO/jRUVFKCoqwuXLl7F37158+umnAIBZs2ZhxYoV5iyViIjIojEzMDMQEREZgpmBmYHIXNiIREQ6QkJC8Oqrr9b7+Ouvvw6NRgMADe4XEhJi7NKs1vXr15GRkSHd79Wrl4zVGJcQAs8//zzee+89CCGk7UqlEpGRkfDz84OtrS1yc3ORlJSEsrIyneN9fHzMXTIRERkJM4PxMTMwMxARtUbMDMbHzMDMQGROClH7p5GIqBGOjo6oqKgAAPDjwzCxsbG44447AAAuLi4oLCyEjU3rWJJuzpw5+OKLL6T7MTExeOmllzBhwgQ4Ozvr7FtVVYVTp05h06ZN+Omnn3Dp0iVs3LgRd911l7nLJiIiM2BmaDpmhmrMDEREbQszQ9MxM1RjZiAyD45EIiIysdpDzHv27Nlqgt26det0gt2sWbPw2WefQalU6t3f1tYWffr0QZ8+ffDaa69h06ZNGDhwoLnKJSIisnjMDNWYGYiIiBrGzFCNmYHIPNiIRERkYrXDXWsZYi6EwHPPPSfdv/XWW/H5558bHFxtbGxw9913m6o8IiIiq8TMUBczAxERUV3MDHUxMxCZTutopiYismBxcXHSbUMXu7x27RreeecdjBgxAgEBAXBwcICbmxuio6Mxa9YsHD9+vFm1HDx4EPPmzUPXrl3h7u4OT09P9OzZE6+++ioyMzOl/W666SYoFAooFAosX75c73nS09Ol+3Pnzm01PZ+IiIjkwsxAREREhmBmICKzEkRETeDg4CAACEM/PlJSUqT9o6OjhRBCaDQa8cknn4guXboIW1tbAUBs2rRJOubVV1+Vjlm1alWjz7F06VJp/1dffbXR/RMSEsT8+fNF9+7dhbu7u3BychIhISFi2rRpYseOHQZ9X4bKycmRagMg4uPjG9y/tLRUPPvss8Le3l7nOH1fM2bMEOXl5QbVkZ6eLsaOHdvg+by9vcX+/fuFRqMRTk5O0vYDBw7UOd8HH3ygc+zhw4eb9foQEVHrxczQNMwMRETUVjEzNA0zAxGZG6ezIyKz+89//oOVK1ea/Xm1Wi1efvllvPvuu1Cr1TqPpaamIjU1Fd9//z3uuusufP/993Bycmrxc9YeYu7k5IQuXbrUu++VK1cwbtw4nD59Wtpma2uLsLAwBAYGoqCgAPHx8aiqqgIAfPPNN7h+/Tp+/fVXKBSKes8bHx+PMWPG4OrVq9I2R0dHdOvWDe7u7khNTUVKSgry8vJwxx13YOvWrSgrKwNQPRy8Z8+edc5ZuzcRAGRkZDT8QhARETUDM4N+zAxERES6mBn0Y2YgImNgIxIRmdWXX36JlStXws/PD5MnT4abmxtOnjzZYDgxBiEEHnroIfzwww8AqkPL8OHDpeHUZ86cwa5du6DRaLBp0yZMnjwZv//+e4vrqj3E/Kabbqp3Mcjs7GwMGzYMFy9eBADY29vjxRdfxOOPPw5/f39pv+vXr+Ppp5/G999/DwDYvHkzPvvsM8ybN0/veXNycjB+/Hgp2Pn4+GDJkiWYPn06XFxcpP0OHTqEBx54AGlpaXjwwQel7VFRUXB1da1zXmdnZ537S5YswZAhQ9CuXbsGXw8iIiJDMTMwMxARERmCmYGZgYhMTOaRUERkZVoyzDw8PFyEhISIIUOGiPz8fJ39qqqqpNumGGb+1ltvSft07dpV73DvkydPik6dOkn7ffPNNwZ9jw255557pPPNmzdP7z4ajUYMHjxY2s/Hx6fBYdtarVaMHDlS2r9Dhw5Cq9XqPe+IESOk/YKCgkRycnK95/3nn3+kYf81X9OmTdO7786dO+sMU3dxcREzZswQ27dvF2VlZY28MkRE1NoxMzQNMwMREbVVzAxNw8xARObG1cmIyGySk5NRVFSEjRs3wtPTU+ex+nrOGMOVK1fwyiuvAACCgoKwZ88edO/evc5+PXv2xM8//yzdX7ZsWYufu/Yw8169eund58svv8SBAwcAVL8OP/74I2699dZ6z6lQKPDCCy9I969cuYJTp07V2e+7777Dzp07dc4bFhZW73m7deuG8ePH62yrr+bbb78dw4cP19lWUlKCb775BnfccQe8vLwwbNgwvPrqqzh8+DC0Wm29z0tERHQjZgZmBiIiIkMwMzAzEJHpsRGJiMzqqaeego+Pj1mfc/ny5aisrAQAvPvuuw0Ohe7Xrx8GDhwIADh79iySk5Ob/bz5+flISUmR7vfu3bvOPhUVFXj55Zel+//3f/+HkSNHNnru/v37w8bm34/whIQEncerqqqwZMkSnfMOGDCg0fPWfO8N1Vxj06ZNmDZtmt6h+OXl5di3bx+WLFmCAQMGoFOnTnj55ZeRl5fXaA1EREQAM8ONmBmIiIj0Y2bQxcxARMbGRiQiMqvJkyeb/Tk3b94MAPDy8jLo+fv16yfdPnHiRLOft/Y8xQ4ODujWrVudfTZu3IicnBwA1YtQvvTSSwad29HRER4eHtJ9lUql8/i6deukYGpvb49nn33WoPP6+vpKtxUKBW6++eZ693V3d8d3332H06dPY968eWjfvn29+169ehWvv/46IiMjERsba1AtRETUtjEz6GJmICIi0o+ZQRczAxEZm63cBRBR2+Ho6IguXbqY9Tnz8vJw/vx5AICrqytef/31Ro85efKkdDszM7PZz117iHmPHj1ga1v3I7dmAU4AGD9+vE64aoxarZZuu7u713vecePGoUOHDgads7S0VLodERFR57z6xMTE4JNPPsHHH3+MU6dOYffu3Thw4AD27t2LgoICnX3z8vJw11134ejRo+jRo4dBNRERUdvDzMDMwMxARESGYGZgZmBmIDI9NiIRkdn4+fnpDI02h6tXr0q309PTsXjx4iYdX1hY2Oznrt1DSN9wba1Wi4MHD0r3x4wZY/C5q6qqUFxcLN2vPXS/qqoK+/btk+6PGjXK4PPm5uZKt+ubp7g+NT2Kbr75ZsyfPx9VVVXYs2cPli9fjq1bt0r7lZeX44033sC6deuadH4iImo7mBl0MTMwMxARkX7MDLqYGZgZiEyB09kRkdk4Ozub/Tlv7KHSVBqNptnH1u4hpC/cXbhwQWd4eFPCVE2vpxoxMTE65y0pKZHu1x4235jaC2c2NdzdyNbWFiNHjsSWLVuwYMECncd27drVonMTEVHrxsygi5mBiIhIP2YGXcwMRGQKbEQiolatdqAcOnQohBBN+lq0aFGznrewsFBnsUx9QenatWs69wMCAgw+/5EjR6TbHTt2RMeOHaX7ly9f1tnX39/foHNqNBr89ddf0v2GFrtsqldeeUWnd1hubq7OMHkiIiK5MTMwMxARERmCmYGZgaitYSMSEVkce3t76XbtuXPr09BQ8NrDr7OyslpWWBPExcVBCAGg+vvp3r17nX3y8/N17ru5uRl8/p9++km6fePw9Nq9g4C68xjXJzY2Vmdu5pb2EKrNxcVFZ0FMR0dH2NnZGe38RETUNjEzNI6ZgYiIiJnBEMwMRFQfNiIRkcWpHXIyMjIa3T8hIaHexzp16gQvLy8AdYd1m1LtIeYxMTE6gbXGjcPubwxl9Tl79ix2794t3X/00UcbPG9OTk6j5xRC6CwGGhoaKr1uxqDRaJCXlyfdDwkJMdq5iYio7WJmaBgzAxERUTVmhoYxMxBRQ9iIREQWp/Yv/sOHDze4b2FhIXbu3Fnv4wqFAoMGDQJQvcDk6tWrjVJjY2qHu/p62nTq1EnnfkMhtYYQAo8//rjU+6hv374YMGCAzj61h5wDwKFDhxo97/Lly3WGrhuzdxAAbN26FeXl5dL9iRMnGvX8RETUNjEz1I+ZgYiI6F/MDPVjZiCixrARiYgsTp8+faBQKAAA+/fvx9mzZ+vd99VXX0VxcXGD55s5c6Z0e/HixUhNTW20hrS0tDpz/jZFXFycdLu+OX+7du0Kb29v6f4vv/zS6Hnnz5+PgwcPAqgOrsuXL6+zT7du3eDh4SHdX7ZsGaqqquo9588//4z58+frbNNXc25uLn777bdGa7zR1atX8eSTT0r3nZycMGvWrCafh4iI6EbMDPVjZiAiIvoXM0P9mBmIqDFsRCIiixMQEIAhQ4YAqO7VM3Xq1DrDzTUaDV5//XV8+OGHOgFJn/Hjx6N///4AqucHHjRokM4w7doKCwvx9ttvIyYmBikpKc2qv6ioCElJSdL9+sKdQqHA9OnTpfsrVqzA/v379e5bUlKCWbNm4YMPPpC2LV68GP369auzr1KpxIMPPijdj4uLwz333IOrV6/q7Hf58mXMmzcP9957LzQajc6ClPp6CB09ehSTJk3CgAED8PPPP6OyslJvrbVt27YNt956K9LS0qRtb7zxBsLCwho9loiIqDHMDHUxMxAREdXFzFAXMwMRGUohasYqEhEZwNHRERUVFQAAQz4+UlNTERoaCgCIjo7G+fPnDXqegwcPYsiQIdJzuLi4YNy4cQgPD0dBQQF27NiB5ORkdOvWDffccw8WL14MoLrH0KJFi+qc79KlSxgwYIDOopfdu3fHwIED4ePjg8LCQiQkJODgwYPS97dnzx4MGzbMoHpr279/P4YOHQoAsLOzQ1FRERwcHPTum5WVhZtuukmqy97eHo888gjGjBkDX19fZGdn48iRI/juu+90FqOcN28ePvnkk3pryMrKQkxMDK5fvy5tUyqViImJgZeXF65du4bExEQIIWBjY4P33nsPCxYsQFVVFWxsbJCTk1NnruIlS5bg1Vdfle77+Phg+PDh6N+/P0JDQ+Ht7Y2qqipcv34dp0+fxm+//YZz587pnOPll1/GkiVLDHwliYjImjEzNI6ZgZmBiIiYGQzBzMDMQCQrQUTUBA4ODgKAMPTjIyUlRdo/Ojq6Sc/1+eefCxsbG+n4G7+6du0qLl26JJYuXSpte/XVV+s9X3Jysrj55pvrPV/tr8mTJ4vc3Nwm1Vvjgw8+kM7Ts2fPRvc/ePCg8PT0NKgue3t78f777xtUx7Fjx4Sfn1+D54uKihJ//PGH2Ldvn7StV69ees83adIkg2rU9xUQECB+/vnnJr2ORERk3ZgZGsfMwMxARETMDIZgZmBmIJITp7MjIov1+OOP4+TJk3j00UcRGhoKR0dHeHl5oU+fPli2bBmOHj0q9T4yRFhYGP7++2+sW7cOU6ZMQXBwMJycnODg4AB/f38MGTIECxcuRHx8PDZs2NDo8PX6GLLYZW0DBw7E8ePHMXHiRGmO5hs5Ojpi2rRpiI+PxzPPPGNQHbfccgvOnz+P//3vf+jRowdcXV3h7OyM8PBwTJkyBT/99BPi4+MxcuRIbNmyRTpu9OjRes+3du1a/Pjjj7j//vvrLKqpj0KhQK9evfDJJ58gMTER99xzj0F1ExERNRUzw7+YGYiIiOrHzPAvZgYiMhSnsyMisiCZmZnYt28fMjIyUF5eDk9PT3Tu3Bn9+/eHs7OzSZ6zqKgIwcHByM/Ph0KhwIULFxAREdHocVeuXMGFCxeQkpKC/Px8lJWVwcnJCZ6enggODkafPn3g6elpkpqJiIjaOmYGIiIiMgQzAxG1FBuRiIjauBkzZmDlypUAqhcHrd1biIiIiKgGMwMREREZgpmBqHVhIxIRUSsjhKh3uHptGo0GCxcuxHvvvQcAcHBwwD///GNQ7yAiIiKyfswMREREZAhmBqK2jWsiERG1MuvWrZN6+pSXl9d5vKKiAhs3bkS/fv2kYAcAH330EYMdERFRG8LMQERERIZgZiBq22zlLoCIiIzr77//xrZt27Bt2zbY2toiMjISfn5+UCqVyM3Nxfnz51FZWSntb2Njg7feeguzZ8+WsWoiIiIyN2YGIiIiMgQzA1HbxkYkIqJW5uTJk9LtqqoqJCQkICEhQe++3bt3x6effoohQ4aYqzwiIiKyEMwMREREZAhmBqK2jWsiERG1Mrm5udi0aRP27t2Lf/75B+np6SgqKoKNjQ28vLwQFBSE/v37Y/z48RgxYoTc5RIREZFMmBmIiIjIEMwMRG0bG5GIiIiIiIiIiIiIiIioDhu5CyAiIiIiIiIiIiIiIiLLw0YkIiIiIiIiIiIiIiIiqoONSERERERERERERERERFQHG5GIiIiIiIiIiIiIiIioDjYiERERERERERERERERUR1sRCIiIiIiIiIiIiIiIqI62IhEREREREREREREREREdbARiYiIiIiIiIiIiIiIiOpgIxIRERERERERERERERHVwUYkIiIiIiIiIiIiIiIiqoONSERERERERERERERERFTH/wPZgOhLTMM0AQAAAABJRU5ErkJggg==",
       "text/plain": [
-       "<Figure size 2560x960 with 5 Axes>"
+       "<Figure size 1920x1200 with 6 Axes>"
       ]
      },
      "metadata": {},
@@ -1040,240 +444,137 @@
     }
    ],
    "source": [
+    "plt.figure(figsize=[6.4*3,4.8*2.5])\n",
+    "ax1 = plt.subplot2grid(shape=(2,3), loc=(0,0), colspan=1)\n",
     "\n",
-    "plt.figure(figsize=[6.4*4,4.8*2])\n",
-    "\n",
-    "ax1 = plt.subplot2grid(shape=(2,4), loc=(0,0), colspan=2, rowspan = 2)\n",
-    "\n",
-    "# hypothesized limit lines\n",
-    "# ax1.plot(np.hstack((training_size[0:-1], 5250)), lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n",
-    "# ax1.plot(np.hstack((training_size[0:-1], 5250)), upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n",
-    "\n",
-    "ax1.errorbar(\n",
-    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
-    "    chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n",
-    "    linestyle=\"none\",\n",
-    "    linewidth = 2,\n",
-    "    color='black',\n",
-    "    marker=\"o\",\n",
-    "    markersize=20,\n",
-    "    yerr=chemprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] , \n",
-    "    markeredgecolor = 'black',\n",
-    "    capsize = 5, \n",
-    "    fmt='none'\n",
-    ")\n",
-    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n",
-    "\n",
-    "ax1.errorbar(\n",
-    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
-    "    chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n",
-    "    linestyle=\"-\",\n",
-    "    linewidth = 2,\n",
-    "    color='black',\n",
-    "    marker=\"d\",\n",
-    "    markersize=20,\n",
-    "    yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n",
-    "    markeredgecolor = 'black',\n",
-    "    capsize=5, \n",
-    "   fmt='none'\n",
-    ")\n",
-    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 20, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n",
-    "\n",
-    "ax1.errorbar(\n",
-    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
-    "    fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n",
-    "    linestyle=\"-\",\n",
-    "    linewidth = 2,\n",
-    "    color='black',\n",
-    "    marker='o',\n",
-    "    markersize=20,\n",
-    "    yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n",
-    "    markeredgecolor = 'black',\n",
-    "    capsize=5, \n",
-    "    fmt='none'\n",
-    ")\n",
-    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n",
-    "ax1.errorbar(\n",
-    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
-    "    fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n",
-    "    linestyle=\"-\",\n",
-    "    linewidth = 1,\n",
-    "    color='black',\n",
-    "    marker=\"d\",\n",
-    "    markersize=20,\n",
-    "    yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n",
-    "    markeredgecolor = 'black',\n",
-    "    capsize=5, \n",
-    "    fmt='none'\n",
-    ")\n",
-    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]]  , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n",
-    "ax1.plot([], [], label=\"Fastprop on SolProp\", color=colors[6], markersize = 20, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n",
-    "ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 20, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n",
-    "ax1.plot([], [], label=\"Chemprop on SolProp\", color=colors[4], markersize = 20, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n",
-    "ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 20, markeredgecolor = 'black',  marker=\"d\", linestyle=\"-\")\n",
-    "ax1.fill_between([0, 5250], 0.7, 1.0, label=\"Aleatoric range\", color=colors[3],alpha = 0.6)\n",
-    "ax1.set_xlabel(\"Training experiments\")\n",
-    "ax1.set_yticks([0.7, 0.9, 1.1, 1.3])\n",
-    "ax1.set_ylabel(\"Test RMSE (logS)\")\n",
-    "ax1.set_xticks([0, 2500, 5000])\n",
-    "ax1.spines[['right', 'top']].set_visible(False)\n",
-    "\n",
-    "#ax1.title(\"Approaching Aleatoric Limit\")\n",
-    "ax1.legend(prop={'size': 20}, loc=\"upper right\", frameon = False)\n",
-    "ax1.text(-600, 1.33, \"a\", weight = 'bold', fontsize = 35)\n",
+    "ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
     "\n",
-    "plt.subplots_adjust(hspace=0.45)\n",
+    "ax1.scatter(leeds_all_solprop['logS_true'],leeds_all_solprop['logST (method1) [log10(mol/L)]'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
     "\n",
     "\n",
-    "ax2 = plt.subplot2grid(shape=(2,4), loc=(0,2), colspan=1, rowspan = 1)\n",
+    "ax1.set_xlim([-6, 3])\n",
+    "ax1.set_xticks([-6, -3, 0, 3])\n",
+    "ax1.set_ylim([-6,6])\n",
+    "ax1.set_yticks([-6, -3, 0, 3, 6])\n",
     "\n",
-    "r = pearsonr(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'])\n",
-    "ax2.text(-5, 3, \"b\", weight='bold', fontsize = 35)\n",
-    "ax2.text(-1, -4, r'$R$' + f\" = {r[0]:.2f}\", fontsize = 25)\n",
-    "ax2.plot([-5, 1.5], [-5,1.5], linestyle = '--', linewidth = 2, color = 'black')\n",
-    "\n",
-    "ax2.scatter(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'], color=colors[2], s = 15, edgecolors ='black', alpha = 0.4)\n",
-    "ax2.set_xlabel('fastprop predictions')\n",
-    "ax2.set_ylabel('chemprop predictions')\n",
-    "ax2.set_ylim([-5, 2])\n",
-    "ax2.set_xlim([-5, 2])\n",
-    "\n",
-    "ax2.set_yticks([-5, -3, -1, 1])\n",
-    "\n",
-    "ax2.set_xticks([-5, -3, -1, 1])\n",
-    "ax2.spines[['right', 'top']].set_visible(False)\n",
+    "ax1.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "#ax1.set_xlabel(r\"True $logS$\")\n",
+    "ax1.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.1,0.6)) \n",
+    "ax1.spines[['right', 'top']].set_visible(False)\n",
+    "ax1.set_title(\"Vermiere\", fontsize = 25)\n",
+    "ax1.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_solprop):.2f}\", fontsize = 20)\n",
+    "ax1.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_solprop:.1f}\", fontsize = 20)\n",
+    "ax1.text(-7, 6.5, \"a\", weight='bold', fontsize = 30)\n",
     "\n",
-    "# Plot the CDFs as step plots\n",
-    "# ax2.step(true_grad_bins_cdf[:-1], true_grads_cdf, linewidth = 3, where='post', color = 'black', label='ground truth')\n",
     "\n",
-    "# ax2.text(-0.06, 1.15, \"b\", weight='bold', fontsize = 35)\n",
-    "# # Set axis limits\n",
-    "# ax2.set_ylim([0, 1.01])\n",
-    "# ax2.set_yticks([0,0.5 ,1])\n",
+    "ax2 = plt.subplot2grid(shape=(2,3), loc=(0,1), colspan=1)\n",
     "\n",
-    "# ax2.set_ylabel(\"Cumulative Probability\")\n",
-    "# ax2.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
-    "# ax2.legend(prop={'size': 20}, loc='upper left', frameon=False)\n",
-    "# ax2.spines[['right', 'top']].set_visible(False)\n",
-    "# #ax1.set_title(\"Solprop\", fontsize = 25)\n",
+    "ax2.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax2.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax2.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
     "\n",
+    "ax2.scatter(leeds_all['logS_true'],leeds_all['logS_pred'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
     "\n",
+    "ax2.set_xlim([-6, 3])\n",
+    "ax2.set_xticks([-6, -3, 0, 3])\n",
+    "ax2.set_ylim([-6,6])\n",
+    "ax2.set_yticks([-6, -3, 0, 3, 6])\n",
+    "ax2.set_yticklabels([])\n",
     "\n",
-    "ax3 = plt.subplot2grid(shape=(2,4), loc=(0,3), colspan=1, rowspan = 1)\n",
-    "ax3.step(true_grad_bins_cdf[:-1], true_grads_cdf, linewidth = 3, where='post', color = 'black', label='ground truth')\n",
-    "ax3.step(pred_grad_bins_cdf_solprop[:-1], pred_grads_cdf_solprop, linewidth = 3,color = colors[0], where='post', label=r'$EMD_{Vermiere}}$' + f\" = {distance_solprop:.2f}\")\n",
-    "ax3.step(pred_grad_bins_cdf[:-1], pred_grads_cdf, where='post', linewidth = 3,color = colors[6], label= r'$EMD_{fastprop}$' + f\" = {distance:.2f}\")\n",
-    "ax3.step(pred_grad_bins_cdf[:-1], pred_grads_cdf_chemprop, where='post', linewidth = 3,color = colors[4], label=r'$EMD_{chemprop}$' + f\" = {distance_chemprop:.2f}\")\n",
+    "#ax2.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "#ax2.set_xlabel(r\"True $logS$\")\n",
+    "ax2.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.1,0.6)) \n",
+    "ax2.spines[['right', 'top']].set_visible(False)\n",
+    "ax2.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_fastprop):.2f}\", fontsize = 20)\n",
+    "ax2.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_fastprop:.1f}\", fontsize = 20)\n",
+    "ax2.text(-7, 6.5, \"b\", weight='bold', fontsize = 30)\n",
     "\n",
-    "# ax3.text(0.02, 0.3, r'$EMD_{Vermiere}}$' + f\" = {distance_solprop:.2f}\", fontsize = 18)\n",
-    "# ax3.text(0.02, 0.2, r'$EMD_{fastprop}$' + f\" = {distance:.2f}\", fontsize = 18)\n",
-    "# ax3.text(0.02, 0.1, r'$EMD_{chemprop}$' + f\" = {distance_chemprop:.2f}\", fontsize = 18)\n",
+    "ax2.set_title(\"Fastprop\", fontsize = 25)\n",
     "\n",
-    "# Set axis limits\n",
-    "ax3.set_ylim([0, 1.01])\n",
-    "ax3.set_yticks([0,0.5 ,1])\n",
-    "ax3.text(-0.005, 1.15, \"c\", weight = 'bold', fontsize = 35)\n",
-    "ax3.set_xlim([-0.003, 0.06])\n",
-    "ax3.set_xticks([0,0.02, 0.04, 0.06])\n",
+    "ax3 = plt.subplot2grid(shape=(2,3), loc=(0,2), colspan=1)\n",
     "\n",
-    "ax3.set_ylabel(\"Cumulative Probability\")\n",
-    "ax3.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
-    "ax3.legend(prop={'size': 16}, loc='lower right', frameon=False)\n",
-    "ax3.spines[['right', 'top']].set_visible(False)\n",
-    "#ax2.set_title(\"Fastsolv\", fontsize = 25)\n",
+    "ax3.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax3.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax3.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
     "\n",
+    "ax3.scatter(leeds_all_chemprop['logS_true'],leeds_all_chemprop['logS_pred'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
     "\n",
+    "ax3.set_xlim([-6, 3])\n",
+    "ax3.set_xticks([-6, -3, 0, 3])\n",
     "\n",
-    "ax4= plt.subplot2grid(shape=(2,4), loc=(1,2), colspan=1, rowspan = 1)\n",
-    "feature = 'solute_MW'\n",
-    "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n",
-    "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n",
+    "ax3.set_ylim([-6,6])\n",
+    "ax3.set_yticks([-6, -3, 0, 3, 6])\n",
+    "ax3.set_yticklabels([])\n",
     "\n",
-    "# Calculate cumulative residuals\n",
-    "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n",
-    "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n",
+    "#ax3.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "#ax3.set_xlabel(r\"True $logS$\")\n",
+    "ax3.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.08,0.3)) \n",
+    "ax3.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_chemprop):.2f}\", fontsize = 20)\n",
+    "ax3.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_chemprop:.1f}\", fontsize = 20)\n",
+    "ax3.text(-7, 6.5, \"c\", weight='bold', fontsize = 30)\n",
     "\n",
-    "ax4.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n",
-    "ax4.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n",
-    "#ax4.set_title('Cumulative Residuals vs ' + feature )\n",
-    "ax4.set_xlabel(\"Solute weight (g/mol)\")\n",
-    "ax4.set_xlim([0, 600])\n",
-    "ax4.set_xticks([0, 200, 400, 600])\n",
-    "ax4.set_xticklabels([0, 200, 400,  600])\n",
-    "ax4.set_ylabel(r'Cumulative Residual $\\cdot 10^{-3}$')\n",
-    "ax4.legend(prop={'size': 24}, loc='lower right', frameon=False)\n",
+    "#ax3.text(1,-5.5, \"RMSE = 2.01\", fontsize = 20)\n",
+    "ax3.spines[['right', 'top']].set_visible(False)\n",
+    "ax3.set_title(\"Chemprop\", fontsize = 25)\n",
+    "\n",
+    "ax4 = plt.subplot2grid(shape=(2,3), loc=(1,0), colspan=1)\n",
+    "ax4.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax4.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax4.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax4.scatter(solprop_solprop_predictions['logS_true'],solprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
+    "ax4.set_xlim([-6,3])\n",
+    "ax4.set_xticks([-6, -3, 0, 3])\n",
+    "ax4.set_ylim([-6,3])\n",
+    "ax4.set_yticks([-6, -3, 0, 3])\n",
+    "ax4.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "ax4.set_xlabel(r\"True $logS$\")\n",
+    "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax4.text(0,-4.5, f\"RMSE = {np.sqrt(mse_solprop_solprop):.2f}\", fontsize = 20)\n",
+    "ax4.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_solprop_solprop:.1f}\", fontsize = 20)\n",
     "ax4.spines[['right', 'top']].set_visible(False)\n",
-    "ax4.text(-0.8,4.5, \"d\", weight='bold', fontsize = 35)\n",
-    "\n",
-    "\n",
-    "ax5= plt.subplot2grid(shape=(2,4), loc=(1,3), colspan=1, rowspan = 1)\n",
-    "ax5 = plt.gca()\n",
-    "\n",
-    "feature = 'solvent_SLogP'\n",
-    "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n",
-    "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n",
-    "\n",
-    "# Calculate cumulative residuals\n",
-    "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n",
-    "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n",
-    "\n",
-    "ax5.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n",
-    "ax5.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n",
-    "#ax4.set_title('Cumulative Residuals vs ' + feature )\n",
-    "ax5.set_xlabel(\"Solvent SlogP\")\n",
-    "ax5.set_yticklabels([])\n",
-    "ax5.set_xlim([-1.2, 5.1])\n",
-    "ax5.set_xticks([-1, 1, 3,5])\n",
-    "ax5.set_xticklabels([-1, 1, 3, 5])\n",
-    "\n",
-    "ax5.legend(prop={'size': 24}, loc='lower right', frameon=False)\n",
-    "ax5.spines[['right', 'top']].set_visible(False)\n",
-    "ax5.text(-1.55,4.5, \"e\", weight='bold', fontsize = 35)\n",
-    "\n",
-    "\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 273,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.figure(figsize=[6.4,4.8])\n",
-    "ax5 = plt.gca()\n",
-    "\n",
-    "feature = 'solvent_SLogP'\n",
-    "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n",
-    "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n",
-    "\n",
-    "# Calculate cumulative residuals\n",
-    "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n",
-    "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n",
-    "\n",
-    "ax5.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n",
-    "ax5.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n",
-    "#ax4.set_title('Cumulative Residuals vs ' + feature )\n",
-    "ax5.set_xlabel(\"Solvent Wildman-Crippen logP\")\n",
+    "ax4.text(-7, 3.5, \"d\", weight='bold', fontsize = 30)\n",
+    "\n",
+    "\n",
+    "ax5 = plt.subplot2grid(shape=(2,3), loc=(1,1), colspan=1)\n",
+    "ax5.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax5.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax5.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax5.scatter(fastprop_solprop_predictions['logS_true'],fastprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
+    "ax5.set_xlim([-6,3])\n",
+    "ax5.set_xticks([-6, -3, 0, 3])\n",
+    "ax5.set_ylim([-6,3])\n",
+    "ax5.set_yticks([-6, -3, 0, 3])\n",
     "ax5.set_yticklabels([])\n",
-    "ax5.set_xlim([-1.2, 5.1])\n",
-    "ax5.set_xticks([-1, 1, 3,5])\n",
-    "ax5.set_xticklabels([-1, 1, 3, 5])\n",
-    "\n",
-    "ax5.legend(prop={'size': 24}, loc='lower right', frameon=False)\n",
+    "#ax5.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "ax5.set_xlabel(r\"True $logS$\")\n",
+    "#ax5.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax5.text(0,-4.5, f\"RMSE = {np.sqrt(mse_fastprop_solprop):.2f}\", fontsize = 20)\n",
+    "ax5.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_fastprop_solprop:.1f}\", fontsize = 20)\n",
     "ax5.spines[['right', 'top']].set_visible(False)\n",
-    "\n",
+    "ax5.text(-7, 3.5, \"e\", weight='bold', fontsize = 30)\n",
+    "\n",
+    "\n",
+    "ax6 = plt.subplot2grid(shape=(2,3), loc=(1,2), colspan=1)\n",
+    "ax6.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax6.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax6.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax6.scatter(chemprop_solprop_predictions['logS_true'],chemprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
+    "ax6.set_xlim([-6,3])\n",
+    "ax6.set_xticks([-6, -3, 0, 3])\n",
+    "ax6.set_ylim([-6,3])\n",
+    "ax6.set_yticks([-6, -3, 0, 3])\n",
+    "ax6.set_yticklabels([])\n",
+    "#ax5.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "ax6.set_xlabel(r\"True $logS$\")\n",
+    "#ax5.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax6.text(0,-4.5, f\"RMSE = {np.sqrt(mse_chemprop_solprop):.2f}\", fontsize = 20)\n",
+    "ax6.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_chemprop_solprop:.1f}\", fontsize = 20)\n",
+    "ax6.spines[['right', 'top']].set_visible(False)\n",
+    "ax6.text(-7, 3.5, \"f\", weight='bold', fontsize = 30)\n",
+    "\n",
+    "plt.subplots_adjust(hspace=0.3)\n",
     "plt.show()\n"
    ]
   },
@@ -1283,96 +584,158 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# plt.figure(figsize=[6.4*3,4.8])\n",
-    "# ax1 = plt.subplot2grid(shape=(1,3), loc=(0,0), colspan=1)\n",
+    "plt.figure(figsize=[6.4*3,4.8*2.5])\n",
+    "ax1 = plt.subplot2grid(shape=(2,3), loc=(0,0), colspan=1)\n",
+    "custom_cmap = LinearSegmentedColormap.from_list('custom_cmap', ['#EEEEEE','#696969', '#ab3675',colors[5]])\n",
     "\n",
+    "ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
     "\n",
-    "# bins = [100, 100] # number of bins\n",
-    "# hh, locx, locy = np.histogram2d(true_grads_solprop, pred_grads_solprop, bins=bins, density = True)\n",
     "\n",
-    "# # Sort the points by density, so that the densest points are plotted last\n",
-    "# z = np.array([hh[np.argmax(a<=locx[1:]),np.argmax(b<=locy[1:])] for a,b in zip(true_grads_solprop, pred_grads_solprop)])\n",
-    "# idx = z.argsort()\n",
-    "# x2, y2, z2 = true_grads_solprop[idx], pred_grads_solprop[idx], z[idx]\n",
+    "# Calculate the point density\n",
+    "xy = np.vstack([leeds_all_solprop['logS_true'],leeds_all_solprop['logST (method1) [log10(mol/L)]']])\n",
+    "z = gaussian_kde(xy)(xy)\n",
     "\n",
+    "# Sort the points by density, so that the densest points are plotted last\n",
+    "idx = z.argsort()\n",
+    "x, y, z = leeds_all_solprop['logS_true'][idx], leeds_all_solprop['logST (method1) [log10(mol/L)]'][idx], z[idx]\n",
     "\n",
-    "# ax1.scatter(true_grads_solprop,pred_grads_solprop, c = z2, alpha =0.4, edgecolors = 'black')\n",
-    "# ax1.plot([-1, 1], [-1,1], linestyle = '-', linewidth = 3, color = 'black')\n",
     "\n",
-    "# norm = Normalize(vmin = np.min(z), vmax = np.max(z))\n",
-    "# cbar = fig.colorbar(cm.ScalarMappable(norm = norm), ax=ax1)\n",
-    "# cbar.ax.set_ylabel('Density')\n",
+    "sc = ax1.scatter(x, y, c=z, s=30, cmap=custom_cmap, norm= LogNorm())\n",
+    "cbar = plt.colorbar(sc, ax=ax1)\n",
+    "cbar.set_label('Density')\n",
+    "#ax1.scatter(leeds_all_solprop['logS_true'],leeds_all_solprop['logST (method1) [log10(mol/L)]'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
     "\n",
     "\n",
-    "# ax1.set_xlim([-0.1, 0.1])\n",
-    "# ax1.set_ylim([-0.1, 0.1])\n",
-    "# ax1.set_ylabel(r\"$\\frac{\\hat{dlogS}}{dT}$\")\n",
-    "# ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
-    "# ax1.legend(prop={'size': 22}, loc = 'upper left', frameon = False) \n",
-    "# ax1.spines[['right', 'top']].set_visible(False)\n",
+    "ax1.set_xlim([-6, 3])\n",
+    "ax1.set_xticks([-6, -3, 0, 3])\n",
+    "ax1.set_ylim([-6,6])\n",
+    "ax1.set_yticks([-6, -3, 0, 3, 6])\n",
     "\n",
-    "\n",
-    "# ax2 = plt.subplot2grid(shape=(1,3), loc=(0,1), colspan=1)\n",
-    "\n",
-    "# bins = [100, 100] # number of bins\n",
-    "# hh, locx, locy = np.histogram2d(true_grads, pred_grads, bins=bins, density = True)\n",
-    "\n",
-    "# # Sort the points by density, so that the densest points are plotted last\n",
-    "# z = np.array([hh[np.argmax(a<=locx[1:]),np.argmax(b<=locy[1:])] for a,b in zip(true_grads, pred_grads)])\n",
-    "# idx = z.argsort()\n",
-    "# x2, y2, z2 = true_grads[idx], pred_grads[idx], z[idx]\n",
+    "ax1.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "#ax1.set_xlabel(r\"True $logS$\")\n",
+    "ax1.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.1,0.6)) \n",
+    "ax1.spines[['right', 'top']].set_visible(False)\n",
+    "ax1.set_title(\"Vermiere\", fontsize = 25)\n",
+    "ax1.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_solprop):.2f}\", fontsize = 20)\n",
+    "ax1.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_solprop:.1f}\", fontsize = 20)\n",
+    "ax1.text(-7, 6.5, \"a\", weight='bold', fontsize = 30)\n",
     "\n",
     "\n",
-    "# ax2.scatter(true_grads,pred_grads, c = z2, alpha =0.4, edgecolors = 'black')\n",
-    "# ax2.plot([-1, 1], [-1,1], linestyle = '-', linewidth = 3, color = 'black')\n",
+    "ax2 = plt.subplot2grid(shape=(2,3), loc=(0,1), colspan=1)\n",
     "\n",
-    "# norm = Normalize(vmin = np.min(z), vmax = np.max(z))\n",
-    "# cbar = fig.colorbar(cm.ScalarMappable(norm = norm), ax=ax2)\n",
-    "# cbar.ax.set_ylabel('Density')\n",
+    "ax2.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax2.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax2.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
     "\n",
+    "ax2.scatter(leeds_all['logS_true'],leeds_all['logS_pred'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
     "\n",
-    "# ax2.set_xlim([-0.1, 0.1])\n",
-    "# ax2.set_ylim([-0.1, 0.1])\n",
-    "# #ax2.set_ylabel(r\"$\\frac{\\hat{dlogS}}{dT}$\")\n",
-    "# ax2.set_yticklabels([])\n",
-    "# ax2.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
-    "# ax2.legend(prop={'size': 22}, loc = 'upper left', frameon = False) \n",
-    "# ax2.spines[['right', 'top']].set_visible(False)\n",
+    "ax2.set_xlim([-6, 3])\n",
+    "ax2.set_xticks([-6, -3, 0, 3])\n",
+    "ax2.set_ylim([-6,6])\n",
+    "ax2.set_yticks([-6, -3, 0, 3, 6])\n",
+    "ax2.set_yticklabels([])\n",
     "\n",
+    "#ax2.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "#ax2.set_xlabel(r\"True $logS$\")\n",
+    "ax2.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.1,0.6)) \n",
+    "ax2.spines[['right', 'top']].set_visible(False)\n",
+    "ax2.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_fastprop):.2f}\", fontsize = 20)\n",
+    "ax2.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_fastprop:.1f}\", fontsize = 20)\n",
+    "ax2.text(-7, 6.5, \"b\", weight='bold', fontsize = 30)\n",
     "\n",
-    "# ax3 = plt.subplot2grid(shape=(1,3), loc=(0,2), colspan=1)\n",
+    "ax2.set_title(\"Fastprop\", fontsize = 25)\n",
     "\n",
-    "# bins = [100, 100] # number of bins\n",
-    "# hh, locx, locy = np.histogram2d(true_grads_custom, pred_grads_custom, bins=bins, density = True)\n",
+    "ax3 = plt.subplot2grid(shape=(2,3), loc=(0,2), colspan=1)\n",
     "\n",
-    "# # Sort the points by density, so that the densest points are plotted last\n",
-    "# z = np.array([hh[np.argmax(a<=locx[1:]),np.argmax(b<=locy[1:])] for a,b in zip(true_grads_custom, pred_grads_custom)])\n",
-    "# idx = z.argsort()\n",
-    "# x2, y2, z2 = true_grads[idx], pred_grads_custom[idx], z[idx]\n",
+    "ax3.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax3.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax3.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
     "\n",
+    "ax3.scatter(leeds_all_chemprop['logS_true'],leeds_all_chemprop['logS_pred'], alpha =0.3, s = 30, edgecolors = 'black', color = colors[2])\n",
     "\n",
-    "# ax3.scatter(true_grads_custom,pred_grads_custom, c = z2, alpha =0.4, edgecolors = 'black')\n",
-    "# ax3.plot([-1, 1], [-1,1], linestyle = '-', linewidth = 3, color = 'black')\n",
+    "ax3.set_xlim([-6, 3])\n",
+    "ax3.set_xticks([-6, -3, 0, 3])\n",
     "\n",
-    "# norm = Normalize(vmin = np.min(z), vmax = np.max(z))\n",
-    "# cbar = fig.colorbar(cm.ScalarMappable(norm = norm), ax=ax3)\n",
-    "# cbar.ax.set_ylabel('Density')\n",
+    "ax3.set_ylim([-6,6])\n",
+    "ax3.set_yticks([-6, -3, 0, 3, 6])\n",
+    "ax3.set_yticklabels([])\n",
     "\n",
+    "#ax3.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "#ax3.set_xlabel(r\"True $logS$\")\n",
+    "ax3.legend(prop={'size': 20}, loc = 'upper right', frameon = False, bbox_to_anchor=(1.08,0.3)) \n",
+    "ax3.text(-0,-4.5, f\"RMSE = {np.sqrt(mse_leeds_chemprop):.2f}\", fontsize = 20)\n",
+    "ax3.text(-0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_leeds_chemprop:.1f}\", fontsize = 20)\n",
+    "ax3.text(-7, 6.5, \"c\", weight='bold', fontsize = 30)\n",
     "\n",
-    "# ax3.set_xlim([-0.1, 0.1])\n",
-    "# ax3.set_ylim([-0.1, 0.1])\n",
-    "# #ax3.set_ylabel(r\"$\\frac{\\hat{dlogS}}{dT}$\")\n",
-    "# ax3.set_yticklabels([])\n",
-    "# ax3.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
-    "# ax3.legend(prop={'size': 22}, loc = 'upper left', frameon = False) \n",
-    "# ax3.spines[['right', 'top']].set_visible(False)\n",
-    "\n"
+    "#ax3.text(1,-5.5, \"RMSE = 2.01\", fontsize = 20)\n",
+    "ax3.spines[['right', 'top']].set_visible(False)\n",
+    "ax3.set_title(\"Chemprop\", fontsize = 25)\n",
+    "\n",
+    "ax4 = plt.subplot2grid(shape=(2,3), loc=(1,0), colspan=1)\n",
+    "ax4.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax4.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax4.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax4.scatter(solprop_solprop_predictions['logS_true'],solprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
+    "ax4.set_xlim([-6,3])\n",
+    "ax4.set_xticks([-6, -3, 0, 3])\n",
+    "ax4.set_ylim([-6,3])\n",
+    "ax4.set_yticks([-6, -3, 0, 3])\n",
+    "ax4.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "ax4.set_xlabel(r\"True $logS$\")\n",
+    "#ax4.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax4.text(0,-4.5, f\"RMSE = {np.sqrt(mse_solprop_solprop):.2f}\", fontsize = 20)\n",
+    "ax4.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_solprop_solprop:.1f}\", fontsize = 20)\n",
+    "ax4.spines[['right', 'top']].set_visible(False)\n",
+    "ax4.text(-7, 3.5, \"d\", weight='bold', fontsize = 30)\n",
+    "\n",
+    "\n",
+    "ax5 = plt.subplot2grid(shape=(2,3), loc=(1,1), colspan=1)\n",
+    "ax5.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax5.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax5.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax5.scatter(fastprop_solprop_predictions['logS_true'],fastprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
+    "ax5.set_xlim([-6,3])\n",
+    "ax5.set_xticks([-6, -3, 0, 3])\n",
+    "ax5.set_ylim([-6,3])\n",
+    "ax5.set_yticks([-6, -3, 0, 3])\n",
+    "ax5.set_yticklabels([])\n",
+    "#ax5.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "ax5.set_xlabel(r\"True $logS$\")\n",
+    "#ax5.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax5.text(0,-4.5, f\"RMSE = {np.sqrt(mse_fastprop_solprop):.2f}\", fontsize = 20)\n",
+    "ax5.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_fastprop_solprop:.1f}\", fontsize = 20)\n",
+    "ax5.spines[['right', 'top']].set_visible(False)\n",
+    "ax5.text(-7, 3.5, \"e\", weight='bold', fontsize = 30)\n",
+    "\n",
+    "\n",
+    "ax6 = plt.subplot2grid(shape=(2,3), loc=(1,2), colspan=1)\n",
+    "ax6.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "ax6.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax6.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "ax6.scatter(chemprop_solprop_predictions['logS_true'],chemprop_solprop_predictions['logS_pred'], alpha =0.4, s = 30, edgecolors = 'black', color = colors[0])\n",
+    "ax6.set_xlim([-6,3])\n",
+    "ax6.set_xticks([-6, -3, 0, 3])\n",
+    "ax6.set_ylim([-6,3])\n",
+    "ax6.set_yticks([-6, -3, 0, 3])\n",
+    "ax6.set_yticklabels([])\n",
+    "#ax5.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "ax6.set_xlabel(r\"True $logS$\")\n",
+    "#ax5.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "ax6.text(0,-4.5, f\"RMSE = {np.sqrt(mse_chemprop_solprop):.2f}\", fontsize = 20)\n",
+    "ax6.text(0,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit_chemprop_solprop:.1f}\", fontsize = 20)\n",
+    "ax6.spines[['right', 'top']].set_visible(False)\n",
+    "ax6.text(-7, 3.5, \"f\", weight='bold', fontsize = 30)\n",
+    "\n",
+    "plt.subplots_adjust(hspace=0.3)\n",
+    "plt.show()\n"
    ]
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "PythonDeepChemENV2",
+   "display_name": "PythonDeepChemENV",
    "language": "python",
    "name": "python3"
   },
diff --git a/paper/figures/figure_4.ipynb b/paper/figures/figure_4.ipynb
new file mode 100644
index 0000000..21b09a1
--- /dev/null
+++ b/paper/figures/figure_4.ipynb
@@ -0,0 +1,1314 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib\n",
+    "from matplotlib import pyplot as plt\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import fastprop\n",
+    "import os\n",
+    "from rdkit import Chem\n",
+    "import scipy\n",
+    "from matplotlib import cm\n",
+    "from matplotlib.colors import Normalize \n",
+    "from scipy.stats import wasserstein_distance\n",
+    "from sklearn.metrics import mean_squared_error \n",
+    "from sklearn.metrics import mean_absolute_error\n",
+    "import seaborn as sns\n",
+    "import warnings\n",
+    "warnings.filterwarnings('ignore', category=RuntimeWarning)\n",
+    "from scipy.stats import pearsonr\n",
+    "\n",
+    "colors = sns.color_palette(palette='Accent').as_hex()\n",
+    "\n",
+    "matplotlib.rcParams.update({'font.style': 'normal'})\n",
+    "matplotlib.rcParams.update({'font.sans-serif': 'Segoe UI'})\n",
+    "matplotlib.rcParams.update({'font.size': 26})"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def gradient_analysis(df):\n",
+    "    grouped_predictions = df.groupby(['solvent_smiles', 'solute_smiles'])\n",
+    "    # Create a list of smaller dataframes\n",
+    "    sub_dfs = [group for _, group in grouped_predictions]\n",
+    "\n",
+    "    total_predicted_gradients = []\n",
+    "    total_true_gradients = []\n",
+    "    for df in sub_dfs:\n",
+    "        if(len(df) > 1):\n",
+    "            total_true_gradients.append(np.gradient(df['logS_true'], df['temperature']).flatten())\n",
+    "            total_predicted_gradients.append(np.gradient(df['logS_pred'], df['temperature']).flatten())\n",
+    "    \n",
+    "    true_grads = np.concatenate(total_true_gradients).ravel()\n",
+    "    pred_grads = np.concatenate(total_predicted_gradients).ravel()\n",
+    "    mask = np.isfinite(true_grads) & np.isfinite(pred_grads) \n",
+    "    true_grads = true_grads[mask]\n",
+    "    pred_grads = pred_grads[mask]\n",
+    "    \n",
+    "    mse = mean_squared_error(true_grads, pred_grads)\n",
+    "    mae = mean_absolute_error(true_grads, pred_grads)\n",
+    "\n",
+    "    return true_grads, pred_grads, mse, mae\n",
+    "\n",
+    "def gradient_parity_plot(true_grads, pred_grads):\n",
+    "    plt.figure(figsize=[6.4,4.8])\n",
+    "    fig, ax1 = plt.subplots()\n",
+    "\n",
+    "    bins = [100, 100] # number of bins\n",
+    "    hh, locx, locy = np.histogram2d(true_grads, pred_grads, bins=bins, density = True)\n",
+    "\n",
+    "    # Sort the points by density, so that the densest points are plotted last\n",
+    "    z = np.array([hh[np.argmax(a<=locx[1:]),np.argmax(b<=locy[1:])] for a,b in zip(true_grads, pred_grads)])\n",
+    "    idx = z.argsort()\n",
+    "    x2, y2, z2 = true_grads[idx], pred_grads[idx], z[idx]\n",
+    "\n",
+    "\n",
+    "    ax1.scatter(true_grads,pred_grads, c = z2, alpha =0.4, edgecolors = 'black')\n",
+    "    ax1.plot([-1, 1], [-1,1], linestyle = '-', linewidth = 3, color = 'black')\n",
+    "\n",
+    "    norm = Normalize(vmin = np.min(z), vmax = np.max(z))\n",
+    "    cbar = fig.colorbar(cm.ScalarMappable(norm = norm), ax=ax1)\n",
+    "    cbar.ax.set_ylabel('Density')\n",
+    "\n",
+    "\n",
+    "    ax1.set_xlim([-0.1, 0.1])\n",
+    "    ax1.set_ylim([-0.1, 0.1])\n",
+    "    ax1.set_ylabel(r\"$\\frac{\\hat{dlogS}}{dT}$\")\n",
+    "    ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
+    "    ax1.legend(prop={'size': 22}, loc = 'upper left', frameon = False) \n",
+    "    ax1.spines[['right', 'top']].set_visible(False)\n",
+    "    return ax1\n",
+    "\n",
+    "def pdf_plot(true_grads, pred_grads, bins):\n",
+    "    true_grads_binned, true_grad_bins = np.histogram(true_grads, bins = bins, range = (-0.05, 0.05))\n",
+    "    pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins = bins, range = (-0.05, 0.05))\n",
+    "\n",
+    "    plt.figure(figsize=[6.4,4.8])\n",
+    "    ax1 = plt.gca()\n",
+    "\n",
+    "    ax1.stairs(true_grads_binned, true_grad_bins, label = r'ground truth')\n",
+    "    ax1.stairs(pred_grads_binned,pred_grad_bins, label = r'predictions')\n",
+    "    #ax1.set_xlim([-0.05, 0.05])\n",
+    "    #ax1.set_ylim([-500, 22000])\n",
+    "    ax1.set_ylabel(r\"Count\")\n",
+    "    ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
+    "    ax1.legend(prop={'size': 22}, loc = 'upper right', frameon = False) \n",
+    "    ax1.spines[['right', 'top']].set_visible(False)\n",
+    "    return ax1, true_grads_binned, pred_grads_binned, true_grad_bins, pred_grad_bins\n",
+    "\n",
+    "def cdf_plot(true_grads, pred_grads, bins): \n",
+    "    # Compute histograms\n",
+    "    true_grads_binned, true_grad_bins = np.histogram(true_grads, bins=bins, range = (-0.05, 0.05))\n",
+    "    pred_grads_binned, pred_grad_bins = np.histogram(pred_grads, bins=bins, range = (-0.05, 0.05))\n",
+    "\n",
+    "    # Compute the CDF\n",
+    "    true_grads_cdf = np.cumsum(true_grads_binned) / np.sum(true_grads_binned)\n",
+    "    pred_grads_cdf = np.cumsum(pred_grads_binned) / np.sum(pred_grads_binned)\n",
+    "\n",
+    "    distance = wasserstein_distance(true_grads_cdf, pred_grads_cdf)\n",
+    "\n",
+    "    # Create the plot\n",
+    "    plt.figure(figsize=[6.4, 4.8])\n",
+    "    ax1 = plt.gca()\n",
+    "\n",
+    "    # Plot the CDFs as step plots\n",
+    "    ax1.step(true_grad_bins[:-1], true_grads_cdf, where='post', label='ground truth')\n",
+    "    ax1.step(pred_grad_bins[:-1], pred_grads_cdf, where='post', label='predictions')   \n",
+    "    ax1.text(0.02, 0.2, f\"EMD = {distance:.2f}\", color = 'orange')\n",
+    "    # Set axis limits\n",
+    "    ax1.set_ylim([0, 1])\n",
+    "    ax1.set_yticks([0,0.5 ,1])\n",
+    "\n",
+    "    ax1.set_ylabel(\"Cumulative Probability\")\n",
+    "    ax1.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
+    "    ax1.legend(prop={'size': 22}, loc='upper left', frameon=False)\n",
+    "    ax1.spines[['right', 'top']].set_visible(False)\n",
+    "    return ax1, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins, pred_grad_bins\n",
+    "def stats(true, predicted): \n",
+    "    mse = mean_squared_error(true, predicted)\n",
+    "\n",
+    "    differences = np.abs(true - predicted)\n",
+    "    within_1_unit = differences <= 1\n",
+    "    percentage_within_1_unit = np.sum(within_1_unit) / len(true) * 100\n",
+    "    return mse, percentage_within_1_unit\n",
+    "\n",
+    "def parity_plot(x,y, label, color, mse, percentage_within_1_unit):\n",
+    "    plt.figure(figsize=[6.4,4.8])\n",
+    "    fig, ax1 = plt.subplots()\n",
+    "    ax1.plot([-6, 6], [-6,6], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "    ax1.plot([-6, 6], [-7,5], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "    ax1.plot([-6, 6], [-5,7], linestyle = '--', linewidth = 2, color = 'gray', alpha = 0.4)\n",
+    "    ax1.scatter(x,y, alpha =0.4, s = 30, edgecolors = 'black', color = color, label = label)\n",
+    "    ax1.set_xlim([-6,3])\n",
+    "    ax1.set_xticks([-6, -3, 0, 3])\n",
+    "    ax1.set_ylim([-6,3])\n",
+    "    ax1.set_yticks([-6, -3, 0, 3])\n",
+    "    ax1.set_ylabel(r\"$\\hat{logS}$\")\n",
+    "    ax1.set_xlabel(r\"True $logS$\")\n",
+    "    ax1.legend(prop={'size': 20}, loc = 'upper left', frameon = False, bbox_to_anchor=(-0.05,1.1)) \n",
+    "    ax1.text(-2,-4.5, f\"RMSE = {np.sqrt(mse):.2f}\", fontsize = 20)\n",
+    "    ax1.text(-2,-5.5, '% logS' + r'$\\pm$'  + f\"1 = {percentage_within_1_unit:.1f}\", fontsize = 20)\n",
+    "    ax1.spines[['right', 'top']].set_visible(False)\n",
+    "    return ax1"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Fastprop performance on SolProp dataset"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\output\\aleatoric_1701\", \"fastprop_5215\")\n",
+    "fastprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq_predictions.csv\"))\n",
+    "fastprop_solprop_predictions[['solvent_smiles', 'solute_smiles']] = fastprop_solprop_predictions['smiles'].str.split('.', n=1, expand=True)\n",
+    "fastprop_solprop_predictions\n",
+    "solute_smiles = fastprop_solprop_predictions.pop('solute_smiles')  \n",
+    "solvent_smiles = fastprop_solprop_predictions.pop('solvent_smiles')  \n",
+    "\n",
+    "both = fastprop_solprop_predictions.pop('smiles')  \n",
+    "\n",
+    "fastprop_solprop_predictions.insert(0, 'solvent_smiles', solvent_smiles) \n",
+    "fastprop_solprop_predictions.insert(0, 'solute_smiles', solute_smiles) \n",
+    "\n",
+    "mse_fastprop_solprop, percentage_within_1_unit_fastprop_solprop = stats(fastprop_solprop_predictions['logS_true'], fastprop_solprop_predictions['logS_pred'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnwAAAHyCAYAAABxvxNjAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAABxNElEQVR4nO3dd3hT1eMG8Dfde9IySmmhUPaUKT8KyChLGTJUhoiIfAVlCQooFFBBBAEVRFAERGQoqGzLkL03VCiljFpGaeluus/vj5hL0iZp0qZNk76f5+lDmnvuuaehad+ec885MiGEABERERFZLCtTN4CIiIiIShcDHxEREZGFY+AjIiIisnAMfEREREQWjoGPiIiIyMIx8BERERFZOAY+IiIiIgvHwEdERERk4Rj4LJgQAikpKeDa2kRERBUbA58FS01Nhbu7O1JTU03dFCIiIjIhBj4iIiIiC8fAR0RERGThGPiIiIiILBwDHxEREZGFY+AjIiIisnAMfEREREQWjoGPiIiIyMIx8BERERFZOAY+IiIiIgvHwEdERERk4Rj4iIiIiCwcAx8RERGRhWPgIyIiIrJwDHxEREREFo6Bj4iIiMjC2Zi6AURERKUqKQbISACcvAEPf1O3hsgkGPiIiMhyJcUAy1sDORmArRMw7gxDH1VIHNIlIiLLlZGgCHshUxX/ZiSYukVEJsHAR0REls+dvXpUsTHwEREREVk4Bj4iIiIiC8fAR0RERGThGPiIiIiILBwDHxEREZGFY+AjIiIisnAMfEREREQWjoGPiIiIyMIx8BEREVUAd+/ehUwmg0wmw9q1a03dHJPo1KkTZDIZOnXqZOqmlDkGPiIiIiILx8BHREREeouMjMT8+fNN3YxCnjx5gtWrVyMyMtLUTSmXGPiIiIhIL4sWLULdunUxY8YMUzdFzenTp1G1alWMGTMGDx48MHVzyiUGPiIiItJLWlqaqZugkVwuR15enqmbUa4x8BERERFZOAY+IiIiIgvHwEdERCaXl5eH1atXo0uXLvD19YWDgwMCAwMxduxY3LlzBwBgY2MDmUyGsLCwQueHhYVJS44AwKNHj/DGG2+gctMukM1JwdKN+wqdc+/ePXz44Ydo2bIlvL29YWdnhypVqqB79+749ttvkZ2drbW9+i7vUbBdBSmPKb+mqKgovPPOOwgKCoKDgwMqV66MQYMG4fLlyzqvAwCZmZlYunQp/u///g+VKlWCo6Mj6tSpg8mTJ+Px48dFnq+N6nIuc+bMKdR2Ta9Dwa9ry5YtaN68Oezs7ODh4SGVK+nrGBgYCJlMhs6dO0vPde7cWa1tuqSmpuKzzz5DkyZN4OLiAnd3d7Rv3x7r1q3TeZ45sjF1A4iIqGJ79OgRevXqhYsXL6o9f+/ePXz33XfYtGkTdu3apXd9T58+RadOnXDz5k2tZRYsWIBZs2YhJydH7fnHjx8jPDwc4eHh+PLLL7Fz507UrVvXsC+omPbu3YvBgwcjNTVVei4uLg6//vorduzYgZ07d6Jr164az7116xZ69eqFqKgoteejoqKwZMkSbNq0yWRr761YsQLjxo0zybV1uXv3Lnr27IkbN26oPX/ixAmcOHECZ8+exTfffGOi1hkfe/iIiMhkMjMz0aVLFynsDRkyBHv37kVUVBTOnz+PsLAw5ObmYtCgQRBC6FXnJ598gvj4eKxZswaRR3/HkZFOaNMoSDo+ffp0TJ8+HTk5OahXrx5WrVqFK1euICoqCuHh4Rg5ciSsrKwQFRWFjh07Ii4urlS+dlVRUVEYPHgw6tati23btiEqKgpnzpzB//73PwBAVlYWRo4ciczMzELnxsfHo1OnToiKioK1tTXeeecdHDlyBLdv38aJEycwceJExMfHY9SoUcVqm7+/P2JiYhATE4NJkyZJzyufi4mJwdatWzWeGxcXhylTpmDgwIE4ffo0/vnnH3z11VfFaocmp06dQkxMDLZs2SI9t2XLFrW2aZKVlYUBAwYgISEBX3/9NSIiInD9+nUsWrQIzs7OAIDly5fjyJEjRmurqbGHj4hIB3l2Hm4/KZ8zE0tbkI8LHO2sS/Uan376KSIiIgAofsG+8847asdbtGiBl156CSEhIcjPz9erzrVr12L//v1o0aIF8OAS6gTYAE1qA/eAv0+cw4IFCwAAvXv3xm+//QZ7e3vp3KCgIHTt2hWhoaF49dVX8fjxY0yePBkbNmww0les2c8//4xu3bph586dsLOzk9rSqlUrWFtb45tvvkFsbCz+/PNPDB48WO3cSZMm4cGDB7C2tsaff/6JXr16Scdq1aqFdu3aITQ0FC+++GKx2mZtbY3q1asDANzc3KTnlc/psn79evTu3VstENarV69Y7dCkSpUqAAAfHx/pOR8fnyLbdurUKVSpUgWnT59GzZo1pecbNGiAoKAg9O/fHwCwZs0ahISEGK29psTAR0Skw+0naejz9TFTN8Mkdr77f2jk515q9WdlZeHbb78FALz44ouFwp5S8+bN8emnn2LChAl61Ttw4EBF2NPgs69/AAD4+vpiw4YNamFP1SuvvILdu3fjp59+wubNm7Fo0SIpXJQGOzs7/Pjjj1LYU/XBBx9g+fLlEELg2LFjaoEvNjYWmzZtAgCMHz9eLeyp6tGjB8aNG4dly5aVzheghVwux5IlS8r0mvpasmSJWthT6tevH+rWrYubN2/i1KlTJmhZ6WDgIyLSIcjHBTvf/T9TN8MkgnxcSrX+o0ePIiEhAQCKvMfrtdde0zvwDRo0SOPzqVkCB4+fBQC8+eabapMHNPnf//6Hn376Cbm5ufj777/xyiuv6HX94ujatSv8/Pw0HqtevTpq1KiBe/fu4d69e2rHdu3ahdzcXABFv4avvPJKmQe+tm3bwt/fv0yvqQ8XFxcMHDhQ6/Hnn38eN2/eRGxsbBm2qnQx8BER6eBoZ12qvVwV2fnz5wEAVlZW+L//0x2qlbNO5XJ5kfU2bdpU4/MXH+VJi/MWNSsUAJ577jnY2toiJycHV69eLdXA17BhQ53Hq1Spgnv37qlN6ACAs2fPSsfr1Kmjs44aNWqUrJHFoO3/wtTq1asHGxvtEahy5coAgPT09LJqUqnjpA0iIjKJhw8fAgC8vLykG+V1sbLS71eWl5eXxufj0p9N+tCn18nOzg6enp4AFDN/S5OTk5PO4w4ODgBQ6D5G5XIr+nw9+r5+xqTt/8LUivp+Uw716ztRyBww8BERkUkot+nSdh9dcWnruclR2XnL2lq/ySjKkGSKsKQPZY+npnv/ygNdvWhUtsrndzAREVk8FxfFPYKJiYlF9qTk5uYiIyOjRNfzdnq2CO+DBw+KLJ+TkyPdY6g6CxR4Fhh1Lc4MQOMyKsbk6uoKQLE0S1GSkpJKtS3FUV5ex4qAgY+IiExCOUMyIyMD165d01n2woULJR5ea1r52a+8w4cPF1n+woUL0sLMrVu3VjumDFqPHj3SWUfBhZCNLShIsb7grVu3kJiYqLPshQsXSrUtxVFeXseKgIGPiIhMQnV9s9WrV+ssq1y+pSQqu1ihZdMG0vWUQ8rarFy5EgDg6emJjh07qh2rVasWAMVuDf/++6/G85OTk7FvX+Et3YypQ4cOABT39q1Zs0ZnWWO8hqpD4UW9fvow1uto7HZZIgY+IiIyiebNm0vr5a1YsQLh4eEay/38889G2xbsw3FvAFCsXzdixAitQ4lbt26V9lOdNGlSoZv8lWFVCIFPP/200PlCCIwbN67Uw0fPnj1RtWpVAMCcOXO07rk7b948HDtW8vUkVSdhXL9+vcT1Get1NHa7LBEDHxERmczXX38Na2tr5OXloU+fPpg6dSrOnDmD6Oho/P333xg1ahSGDx+O119/Xa+ZvEV5uXdXjBgxAgCwfft2NG/eHD/88AOuXbuG6OhoHDhwAG+++SZeeeUVCCHQoUMHTJ8+vVA9vXr1QkBAAABFT+Bbb72Fs2fPIiYmBgcPHkSvXr2wadMmdO/evcRt1sXW1hZLly4FAKSmpqJDhw6YN28eLl68iOjoaOzbtw8DBgzArFmz8N5775X4em3atJEev/feezh+/Dj++ecfbN++vVj1Get1DA4OltZV/PLLL7F9+3ZERkZi/fr1xWqXRRJksZKTkwUAkZycbOqmEBFptXHjRmFnZycAaPzo3bu3SE9PF87OzgKAmDdvXqE6Zs+eLZVXE3tRiNluQpxbq/g39qLIyckR77zzjtbrKT/69esn0tLStLb76NGjUpsKflhZWYlly5Zpb9d/lMdmz56t8zXq2LGjACA6duyo8fjnn38uZDKZ1q/lrbfeEg8ePJA+//HHH3VeT5euXbsWqr9gu/T9uoQwzusohBCffPKJxjpUFfU6KulzPXPDHj4iIjKpV199FdeuXcNbb72FgIAA2NnZwcfHB507d8b69euxY8cOODg4SLN03d1LthC2jY0Nli9fjrNnz2L06NGoU6cOnJyc4OjoiJo1a2LYsGEIDw/H9u3bdfYq/t///R8uXLiAkSNHwt/fH3Z2dvD19UWfPn1w4MABo/So6WvatGk4ffo0Xn31VVSrVg12dnaoVq0aevfujR07dmDVqlWQyWRFV6SHbdu2Ydy4cahWrRpsbW1RrVo1dOnSpdj1Get1nDlzJpYsWYK6devC1tYWnp6e6NOnT7HbZWlkQljQqoKkJiUlBe7u7khOTlbb8JqIyNzExMRIO0Vs3rxZbT9ZnR5cAlZ1BF78CtjxHjDmMFCtWam1k6i8Yg8fERGVe0eOHJEet2zZ0oQtITJPDHxERFSu5efn4+uvvwag2ANVuZQHEemPgY+IiEzm6NGjiIuL03pcCIHJkyfj9OnTABRLpBCR4bjJHRERmcwff/yBFStWoF+/fujduzeaNGkCV1dXJCYm4uzZs/juu++kHSK6d++Ot956y8QtJjJPDHxERGQyVlZWkMvl+OWXX/DLL79oLTd06FCsXr3aaDNNiSoaBj4iIjKZefPmoWnTpti5cycuXLiA2NhYZGZmwt3dHf7+/ujQoQNef/11TtQgKiEGPiIiMhl7e3sMHToUQ4cONXVTiCwaAx8REVmWpBggIwFw8jZ1S4jKDQY+IiKyHEkxwPLWQE4GYOsEDFht6hYRlQtcloWIiCxHRoIi7IVMVfybkWDqFhGVCwx8RERkedz9Td0ConKFgY+IiIjIwjHwEREREVm4ChH4duzYgZEjRyI4OBgeHh6wt7dHtWrV8NJLL2HdunXIzs7Wu67MzEysX78e3bt3R40aNeDg4IDq1aujW7duWLt2rUF1AcD169cxadIkNG7cGB4eHnBzc0PDhg0xceJEREREGPqlEhERERUiE0IIUzeitERHR2Po0KE4deqUznL169fH1q1b0bBhQ53lIiIiMGTIEFy7dk1rmZYtW2Lr1q0IDAzUWVd+fj4++eQTzJ07F3l5eRrL2NraYsGCBZg8ebLOurRJSUmBu7s7kpOT4ebmVqw6iKgcU11+xIP3rAEAHlwCVnUEXvwK2PFe4X/HHAaqNTN1K4nKnMUuy/L48WO0bt0aCQmKGVoODg7o0qULgoODYWVlhUuXLuHQoUPIz8/HP//8gy5duuD06dMICAjQWN/du3cREhIi1efj44M+ffrAx8cHN2/exK5du5Cbm4tz584hNDQUZ8+e1Rmypk2bhsWLF0ufd+rUCS1atEBGRgbCw8Nx+/Zt5OTkYMqUKXBycsLYsWON+OoQkdkruPzIuDMMfUSklcUGvsTERCQkJMDW1hYffvghJkyYAG9v9UU4r1y5gr59++Lu3bt4/PgxJk2ahG3bthWqSwiBgQMHSmFv2LBhWLVqFRwdHaUyERER6NGjB2JiYhAZGYkpU6Zg9WrN6z/9+eefUtjz9PTE77//jpCQEOl4Xl4eZsyYgYULFwIAJkyYgNDQUNSsWbNkLwoRWQ7V5UeOfKH4nIGPiLSw6Hv4qlevjrNnz2Lu3LmFwh4ANGnSBH/88Qesra0BAL///jsePHhQqNyvv/6K8+fPAwCef/55rFu3Ti3sAUCDBg2wbds2WFkpXtJ169YhJiamUF1CCMycOVP6/JdfflELewBgbW2Nzz//HC+++CIAIDs7Wwp/RERquPyIbsmFfw4TVUQWG/i8vLxw9OhRNG3aVGe5Jk2aoFu3bgAUYezQoUOFynzxxRfS4y+//FIKdQW1bNkSAwcOBADk5OTgp59+KlRmz5490j2APXr0QGhoqNa2ff7559Ljn376yeAJIUREFZaTt2Ko+8gXin+5zRpVcBYb+Hx9fYucOKHUvHlz6XHBHr4HDx7g3LlzAICGDRuiTZs2OusaMWKE9Hjv3r2Fjv/+++/S49GjR+usq379+mjZsiUAID09HceOHdNZnoiI/uNeXXFf45jDin/dq5u6RUQmZbGBzxDKIV1A0cunavfu3dJz3bt3L7KukJAQqQfw5MmTyMnJKVQfAMhkMnTp0qXI+jp16iQ9PnLkSJHliYjoPx7+ihm5vLeRiIEPAO7fvy899vX1VTt26dIl6XHbtm2LrMvV1RV169YFAOTm5uLu3bvSsfj4eMTGxgIA6tWrBw8PjyLra9WqlfT41q1bRZYnIqLyoVOnTpDJZGp/uCudPXsWNWrUQGBgoDSKVJZWr14Nd3d3tG/fHklJSWV+fSp7DHwALly4ID1WHd4FgMjISOlxUFCQXvWpDiWrhjRj1kVEROZr/fr1iImJwb1797B+/foyv/5XX32FlJQUnDhxAgcPHizz61PZq/CB78iRI9Ikitq1axea5BEdHS099vfXb1jAz89PehwfH18qdRERkfkaNmwYqlevjoCAALz++utGrVsul+P333/Hvn37tJYZP348XF1d8fzzz+OFF14w6vWpfLLYdfj0IZfL8b///U/6/MMPPyxUJiUlRXrs7u6uV72urq7S4/T09FKpS5OsrCxkZWVpvB4REZUfbdq00bh0lzH4+PggPT0ds2fP1roSxNtvv4233367VK5P5VOF7eHLzc3Fq6++Ku1X+8ILL+CNN94oVE4ZsmQyGezt7fWq28HBQXqckZFRqK6CZYpTlybz58+Hu7u79KFvLyIREVmOojoHqGKqkIEvLS0Nffv2xR9//AEAqFu3LjZt2qRxfb3MzEwAgI2N/p2hqrN+VR8r6wIU++SWpC5Npk+fjuTkZOmjtP56JCIqN5JiFPvnJvHnHZEuFW5I99q1axg4cCBu3rwJAGjatCl2794NHx8fjeUdHR2Rnp6OnJwc5Ofna110WZVcLpceqw7Jqu7OoTr0Wpy6NLG3t9e7F5KIyOxp2k+YiDSqUD1869evR5s2baSwN2jQIBw9ehTVqlXTeo6Li4v0WDV86aI69Koa0lTrKmp4tqi6iIgsRVhYGGQymdpIyvbt2xEaGoqqVavCwcEBNWvWxFtvvYWoqKhnJ6rsJxwW/hQyzxqQ+SlWWngUF4833ngDlStXhkwmw9LVPxe67sWLFzFq1CgEBgbCwcEBXl5eeP7557F48WK9ft4fPHgQr7zyCvz9/WFvb48qVargpZde0rhjU0Fr166FTCaDTCZTW75Lkz/++AOvvfYaatasCWdnZ7i7u6NBgwYYP348/vnnHwDAyJEjpfqU5syZIz0nk8nw999/S8eU5YvaoODJkyeYO3cu2rdvD19fX9jZ2cHX1xcdOnTAwoULkZqaqvXcv//+u9C1//77b/Tv3x9+fn5wcHBArVq18N577yEuLk5nOy5evIgxY8YgODgYjo6OcHV1RZ06dTBy5EicPXtW57n0H1EB5OTkiHfeeUcAEACEg4OD+Oabb/Q6t0GDBtJ5UVFRep3z0ksvSeecOnVKen7Lli3S88OGDdOrrgsXLkjn9OjRQ69zlJKTkwUAkZycbNB5RGQGYi8KMdtNiHNrFf/GXjR1i4pt9uzZAoCwtrYWOTk5YsSIEdLPvYIf9vb2Yvv27YoTVV6D2R3tpDIJ01xF3aBAtfOWhL2v9jp9/PHHwsrKSut16tWrJ+7evauxvbm5uWLUqFFaz5XJZGLZsmWiY8eOAoDo2LFjoTp+/PFHqfydO3c0Xic2Nla0a9dO63UAiNmzZwshhHj99dd1lgMgDh06JNWtLB8QEKD1/2Xt2rXC2dlZZ52VK1cWJ06c0Hj+oUOH1K49b948IZPJNNYTEBAgYmJiNNYze/ZsrecBEFOmTNH6NdAzFt/Dl56ejl69emHFihUAgODgYJw5cwbjxo3T63zlIsoAivwrTOnevXvS4/r16xutrgYNGuh1DhGRufroo4/w008/Yfjw4dj/+0bcPrEDZw/uwIcffgh7e3tkZWVhyJAh0oQ7TT45koX4p0lYs2YNIiMjceTIEbRp3kjtGvPmzUN+fj5GjBiBgwcPIjo6GufOnUNYWBgcHBxw48YNDBgwoNBuSQDwv//9D2vWrAGgWJB/y5YtuHHjBiIiIrBq1SoEBARg8uTJuHHjRrFfh0ePHqFt27Y4efIkAMWI1M6dOxEZGYmIiAhs2LBBbbemJUuWICYmRu3e7UmTJknPxcTEoF27dnpff+XKlRg5ciTS09Ph5+eHJUuW4MKFC7h9+zYOHz6MCRMmwM7ODo8fP0bXrl2lnkZtNm/ejI8//hhDhgzBoUOHcPv2bYSHh6Nz584AFL/rJkyYUOi8TZs2Yc6cORBCoFu3btizZw9u3bqFa9euYdOmTRgwYIBet1oRLLuHLysrS4SEhEh/Bbz44osiJSXFoDpmzpwpnb9w4cIiy2dkZAhbW1sBQNSsWVPtmFwuF9bW1gKAcHV1Fbm5uQZdf926dQa1nT18RBbMAnv48F/v2Jo1a4RIvC/EJ1UUX9snVYRIvC/Cw8OlXrk+ffpo7eHzdIA4v3ej+kX+K3vs9x+l3qKVK1dqbE94eLhUZsOGDWrH9u/fL11n6NChIi8vr9D5CQkJonHjxlK54vTwde3aVQAQNjY2YvPmzVpfu4SEhELPKetV9v5poquH7+bNm8LOTvF6tmrVSjx9+lRjHYcPHxb29vYCgGjfvn2h46o9fADErFmzCpXJysoSLVq0EACElZWVePDggdrxTp06ST2u2dnZGtuRkZGh9eukZyx60saECROk/WffeOMNfP/99wb/JdC5c2d8+umnABT3a0ydOlVn+WPHjkl/Efbp00ftmIODA9q1a4djx44hNTUV586dQ5s2bXTWp7wXxMrKCj179jSo7URkBNkZQHxk0eXKmrJNytmppdHGSsGAnZPx69VhyJAhiiWyHlyS7s/DkS+AjAR07doVo0aNwvfff4/du3cjLn4SfDXUMbCBLVo0rq/hCPDpV99DCIGBAwdqXYeua9eu6Ny5Mw4ePIjNmzdj6NCh0rFFixYBAKpVq4bvvvtO4+8ULy8vrF+/vtDOTfo6fPgw9u/fDwCYPXs2Bg8erLWsl5dXsa6hy6JFi5CdnQ17e3ts2bIFnp6eGsuFhIRg2rRpmDdvHo4fP47z58/jueee01i2cePGmD17dqHn7ezsMHnyZAwbNgz5+fk4efIkBgwYIB1XbkcaHBysdXUL1QmRpJ3FBr4zZ87gu+++AwB07NixWGEPUHxDe3h4ICkpCeHh4YiJidG5vt3atWulx6rftEp9+/bFsWPHAABr1qzRGfhu3bqFEydOAAA6dOigdSYxEZWi+EhgVUdTt0K7o18o/t32lvHrHnMYqNbM+PXqoLoYPgDAXf3n7bBhw/D9998jPz8fpy5cwUsa6hjUQHMwSM0SCD9yGgA0rruq6rnnnsPBgwfVtt7MyMiQgtjIkSPh7Oys9fxmzZqhbt260iRBQ/z8s2KCiYeHByZPnmzw+SX1559/AlD8DitqUsfYsWMxb948AEB4eLjWwDd8+HCtv4Pbt28vPVa9jQkAatasiVu3buHw4cO4efOm2q1RZBiLDXxff/01hBAAgMWLFxd7jN/W1hajRo3Cl19+iby8PHz44YfSm7Gg8+fPY/PmzQCAVq1aadwwe/jw4Zg9ezYyMjKwdu1avPvuu2jUqFGhcgDUehOnTZtWrPYTUQlVClYEn/ImPlIR8jpMVYS+AasVbTUmY9enh5YtW+o83rhxY+nx3ZgHGss0raL55/2Fh3nIzc0FAPTu3Vuv9qhuaXnx4kXp/JCQkCLPrVGjRrEC3/HjxwEoRpicnMq2h/X+/ft4/PgxAGj8HVZQtWrVEBAQgHv37uHq1atayzVs2FDrsSpVqkiPC876nTlzJsLDw5GcnIxWrVph6tSpePvtt+Hrq6lvl3Sx2MCn/CvM09NT618c+po2bRpWr16N1NRUbNy4EYGBgZg7d67aQshXr15F//79kZeXB5lMhvnz52usq3Llyhg/fjwWLlyI7Oxs9O3bFzt27FCbkKEMlsqFoUNCQtCrV68SfQ1EVEx2TmXey2UQj/96wCoFl+926sHa2rrIgOPm5iY9Tk3LADSM5nk5ygo/CSAuXRjcJtU1U5VBCNBvP/TidjQohzGDgoKKdX5JqC6Pou9uTZUrV8a9e/fw9OlTrWV0/b+q7iiVn5+vdiwkJASbNm3C22+/jaSkJMyaNQvz5s3D4MGDMWnSpBL/fq9ILDLwpaam4tGjR9LnYWFhBp3fqVMntb9sKleujHXr1uHll1+GEAKfffYZNm7ciNDQULi7uyMiIgJ79uxBXl6edD3V2VMFzZ07F4cPH8bp06cRHR2NJk2aoGfPnqhfvz5SUlKwd+9eqVu7WrVq2LRpk0HtJyKyVKprkzo7OSqmAxRgY6U58OWplD18+DBq1apl0LVV1+azs7Mz6FxDKLdG03dHJmNSnZVc1O5OSspgW1qzZQcPHowuXbpg+fLlWL58OeLi4vDzzz9j48aNeOedd7Bo0SK9tyutyCwy8CUnJ0uPExMTMWfOHIPrKNiV3b9/f2zYsAFvv/020tLScPfuXekeQSVbW1t88sknRU7ssLe3x86dOzF06FD89ddfyMvLw86dO7Fz5061ci1atMDmzZtRtWpVg9tPRGRu8vPzIYRQWzy4oOjoaOlxFV9v4LHWooV4ODyr18rKCtWrVzeofaqL38fHx6N27do6yyclJRlUv5KXlxfi4uLUOi7Kire3t/T4wQPNQ+YFKdtZmveZe3t7Y9asWZg+fTq2bduGefPm4fr161i+fDlSUlKwfv36Uru2pbDIxWuU91gY22uvvYZr167hww8/RKNGjeDq6go3Nzc0bNgQkyZNwpUrVzBt2jSdP6yUKlWqhL1792Lr1q3o1asXqlevDjs7O1SvXh3du3fH+vXrcfLkySJ/oBARWQohBO7fv6+zzNGjR6XHLZsYtjZpA59nv/KUE+IMoTrEeuaM7m3csrOzce3aNYOvATy73+3w4cPSvehlpVatWlKwPXy46HtXHz16JK0r27p169JsGgBFx8qQIUNw/vx5vPDCCwCADRs24OHDh6V+bXNnkYEvMDAQQohif+gaAg4ICMD8+fNx9epVpKSkIDk5GdeuXcOXX36JevXqGdROmUyGgQMHYteuXYiJiUFWVhZiYmKwb98+DB8+vFSHDIiIyiNtk+IAxf3NypGV+vXro3bNGgbVXcPdCrUDFfel/fDDDxoXVdalfv36Ug/YmjVrCt1vpmr9+vXS0KyhlEt6RUdHY/v27QafrxxaTUtLM/hcGxsbhIaGAgC2bNki3U+ojfL/w8bGptBSZKXJ3t4ekyZNAqD4Q0HfzQwqMosMfEREZJ4++eQTrb1nM2fOxPXr1wEAEydOLFb977yuWNMuMjIS48eP19qDlpKSUmhHJisrK2k5l8uXL2vtHLh69WqRt/boMnr0aClYvv3227hy5YrGcnl5eYWWMQGerc2nfK0MpRypysjIwKBBg9Ruk1J17NgxLFiwAAAwYsQI1KhhWADXx4EDB7Qei4x8tvakn5+f0a9taRj4iIio3PDz80Pnzp0xe9G3uPAwD7f/jcPeqFy8NHICPv/8cwCKe6zfeqt46w6Of2OItPTLqlWr0L59e2zcuBH//PMPoqKicODAAUybNg2BgYFYt25dofNnzJiBatWqAQDmzZuHl19+GeHh4YiOjsaFCxcwZ84ctG/fHjVq1EDHjsVbv9HNzQ3r1q2DlZUV4uPj0bZtW7z//vs4evQo7ty5g8uXL2PFihVo2rSpxh5A5fquf/31F5YuXYqbN28iPDwct2/f1uv6rVq1wscffwwAOHnyJBo3boxly5bh0qVLuHPnDo4dO4bJkyeja9euyMzMRHBwMJYsWVKsr7Uob775Jtq0aYNvv/0WFy5cwJ07d3D+/Hl8/vnn+OijjwAoFsoujbBpccpwVw8qY9xajciCWejWaleuXBGVK1dW25JL9SMkJOTZzzQtW6tpfD2UZWMviri4ONG2bVut11B+dO7cWWN7r1y5IqpUqaL1vLp164qoqCgRGhpa7K3VhBBi+/btwtXVVWcbly1bVui8w4cPS1vQqX4cOnRIKqNrazWlefPmSduBavto3769ePz4scbzVbdWU722JspyBbeDCwgI0Hn95s2bi4cPH+qsmxTYw0dEROVG48aNcfHiRbw76hUEeshgZ2sDHycZuoW0xfr16/H333+rrcVXHD4+Pjh+/DjWr1+Pnj17onLlyrCxsYGrqyvq1auHESNGYPfu3VqHExs3box//vkHH330ERo2bAgnJye4u7ujefPmmD9/Ps6ePWuUNfT69euH27dv4+OPP8Zzzz0Hd3d32NjYoHLlyujRowfWrFlTeGcSKNau2717N9q1awdHR0c4OzujTZs2Bs9K/uijj3D9+nW89957aNiwIVxdXWFvb4/q1avj5Zdfxq+//oqjR4+W6iLI27Ztw/jx49GkSRN4eXnBxsYGVapUQc+ePfHjjz/izJkzags3k3YyIcp4ChCVmZSUFLi7uyM5ObnEPyCJqJx5cEmx5duLXwE73jPJNmjGEhYWJi2fJf1K0ufr01QGUDxXsLyyrBm/TkQlwR4+IiIiIgtnkQsvExFRBRQfWXQZogqKgY+IiMybkzdg6wRs+2/mrq2T4jkikjDwERGReXOvDow7A2QkKD538gY8/E3bJqJyhoGPiIjMn4c/Qx6RDpy0QURERGThGPiIiMikwsLCpL3Miah0cEiXiIgqDuVMXt7nRxUMAx8REVk+TTN5x51h6KMKg4GPiIgsn4f/s5m88ZGK4JeRwMBHFQYDHxERVQycyUsVGCdtEBEREVk4Bj4iIiIiC8fAR0RERGThGPiIiIiILBwDHxEREZGF4yxdIiIyH0kxiuVUnLxN3RIis8LAR0RE5iEpBljeGsjJUCycPGC1qVtEZDY4pEtEROYhI0ER9kKmKv7NSDB1i4jMBgMfERGZF3cunkxkKAY+IiIiIgvHwEdERERk4Rj4iIiIiCwcAx8RERGRhWPgIyIiIrJwDHxEREREFo6Bj4iIKqb4SMVizkQVAAMfERFVLE7eip06tr2l2LmDoY8qAAY+IiKqWDz8gXFnFFuzcccOqiC4ly4REVU8Hv4MelShsIePiIiIyMIx8BERERFZOAY+IiIiIgvHwEdEROYpmbNrifTFwEdEROZFuazKkS8U/zp5m7pFROUeZ+kSEZF5ca+uWFYlI0ER9jz8Td0ionKPgY+IiMyPhz+DHpEBOKRLREREZOHYw0dEROVffKSpW0Bk1hj4iIio/FLd9xbgJA2iYmLgIyKi8kt1ggbASRpExcTAR0RE5RsnaBCVGCdtEBEREVk4o/bwjRo1CgDQr18/vPTSSwadm5+fjwkTJiA9PR29e/fGyy+/bMymEREREVVYRg18a9euhUwmQ2BgoMGBz8rKCunp6Vi7di2uXr3KwEdERERkJOXqHj4vLy8AwK1bt0zcEiIiMgexSXIkpmfD09kOfh6Opm4OUblVrgLfsWPHAADZ2dkmbgkREZV3sUlydF18GPKcPDjaWmP/lI4MfURaFCvwpaWl4enTp1qPJyUl4f79+3rVlZOTg3v37mHNmjU4c+YMZDIZgoKCitMsIiKqQBLTsyHPycO7L9TG1wejkJiezcBHpEWxAt/x48fRq1cvjceEEFi2bBmWLVtW7Ea99tprxT6XiIgqFoY8oqIVK/B16dIFbm5uSE5O1nhcCFHsBvXs2RPvv/9+sc8nIiIiInXFCnw2NjYYOXIk9u7dq/b8zZs3IZPJ4OXlhUqVKulVl5WVFVxdXVGvXj3069cP/fr1K06TiIiIiEiLYk/aWLJkCZYsWaL2nJWVYh3nd999F7NmzSpZy4iIiIjIKLjTBhEREZGFM+qyLDVq1IBMJoOHh4cxqyUiIiKiEjBq4Lt7964xqyMiIiIiI+CQLhEREZGFY+AjIiIisnCltrVaZGQktmzZgnPnziEmJgapqanIzc3V61yZTIbbt2+XVtOIiIiIKhSjB760tDS88847+Pnnn4t1vhACMpnMyK0iIiKzkRQDxEeauhVEFsWogS83NxehoaE4depUiXbbICKiCiopBljeGsjJAGydACdvU7eIyCIYNfCtXLkSJ0+elHro6tevjzfeeAOtW7dG9erV4eTkxN47IiLSLiNBEfYGrAZqtAM8/E3dIiKLYNTAt3HjRunx+PHjsXTpUmn3DSIiIr1VCmbYIzIio6axGzduQCaToXbt2gx7REREROWEURNZdnY2ACA0NJRhj4iIiKicMGoqCwgIAAC4uLgYs1oiIiIiKgGjBr4uXbpACIHr168bs1oiIiIiKgGjBr7x48fDzs4Of/31FxdOJiIiIionjBr4goODsXz5cmRlZaF///54/PixMasnIiIiomIw+syKN998E5s2bcL9+/fRuHFjfPXVV4iLizP2ZYiIiIhIT0Zdh69BgwbSY1tbW8THx2PSpEmYNGkSfH194eHhodfCyzKZjPcBEhERERmJUQOfch0+JeVjIQTi4uL06unjXrpERERExmXUwAdA6x663FuXiIiIyDSMGvju3LljzOqIiIiIyAiMGviUCy8TERERUfnB/c+IiIiILBwDHxEREZGFY+AjIiIisnBGvYfv/v37RqurRo0aRquLiIiIqCIzauALDAw0yhp6MpkMubm5RmgRERGRHpJigIwEwMkb8PA3dWuIjK7M1uEjIiIql5L/BX7sCeRkALZOwLgzDH1kcYwa+IKDg/Xu4UtJScGjR4+knTVcXV1RtWpVYzaHiIioaBkJirAXMhU48oXicwY+sjBG31rNEElJSdi+fTvmzp2Lhw8fYvjw4Zg+fTq3ViMiorLnzpBHlsuks3Q9PDzwxhtv4MqVK3juuefw8ccfY8KECaZsEhEREZHFKRfLsri6umLr1q1wcnLC8uXLsX//flM3iYiIzExUXBquxSZLH7FJclM3iajcMPqkjeKqVq0aevfujS1btmD58uXo2rWrqZtERERmwNPZDo621pi4+ZLa84621tg/pSP8PBxN0zCicqTcBD4ACAoKAgBcuHDBxC0hIiJz4efhiP1TOiIxPVt6LiouDRM3X0JiejYDHxHKWeBLTk4GADx+/NjELSEiInPi5+GoMdhFxaXB09lOd+hLjinFlhGVD+Um8OXn52Pfvn0AFJM5iIioAlAueAwoFj3+T9STNDg6yYvdO6c6zKt1aNfJW7Hu3pEvFP+qXJ/I0pSbwPfhhx/i9u3bkMlkaNasmambQ0REpS0pBljeWrEGHgDYOiEhdDm8AUzYdAnRNmnFvgdPOcx79s5T7UO7Hv6KRZaVO2wogyeRBTJZ4MvMzMS///6LkydPYuXKlTh16pR0bNiwYaZqFhERlRXlgscDVis+3/YWMpPjAACvtPLHx2fySnQPnp+HIxJ9XXQX8vB/tsgyAx9ZMKMGPmtr6xLX0a1bNwY+IqKKpFJwoad8Xe0B5JV9WwAgPlLxL/fVJQti1MBXkn10ZTIZ3nrrLSxdutR4DSIiItKX8p6+bW8pPue+umRBjBr4atSoofe2aHZ2dnB1dUVgYCBatWqFIUOGIDAw0JjNISIiM2ObFmu6i6ve0xcfqQh+3FeXLIRRA9/du3eNWR0REVUU//Wu+V78ChnCHll2ngDiy74dqvf0EVmQcrG1GhERVXD/9a5F9d+FrllfIMOxqqlbRGRRys2yLEREVMF5+CMz3Q0PkGzqlhBZHPbwEREREVm4Uu/h++uvv3Do0CFcuHAB8fHxSEtLg4eHB6pWrYrnn38evXr1QqNGjUq7GUREREQVVqkFvj/++APTpk1DVFSU1jI7duzA9OnTERoaiqVLlyI4uPBaTERERERUMqUypPvhhx9iwIABiIqKghCiyI99+/ahVatW2LlzZ2k0h4iILExskhxRcWmmbgaR2TB6D9+yZcuwcOFCyGQyCCEQEBCAESNGoH379ggICICLiwvS09MRExODEydOYP369bh9+zZSU1MxePBgHDp0CG3atDF2s4iIyAxFxaXB09lObXu12CQ5ui4+DHlOHhxtreHpbFd6DYiP5I4bZBGMGvji4uLw0UcfSZ/PnDkTs2fPho1N4csEBwejS5cumDlzJj799FPMnj0bmZmZGDVqFK5du6b3As5ERGR5PJ3t4GhrjYmbL8HR1hr7p3SUQl9iejbkOXlYOqQZWtX0KvZeuzqp7rrBHTfIAhh1SPf7779Heno6ZDIZPvjgA8ybN09j2FNrgJUVPv74Yyko3rhxA1u2bDFms4iIyMz4eThi/5SOWDqkGeQ5eUhMzy5UpravS+mEPeDZrhsDVgM5GYodN4jMmFED319//QUA8PLywuzZsw06d+bMmahUqRIAxYQPIiKq2Pw8HFHb18UodUXFpSE2SW7YSR7+QCVOJiTLYNTAd+vWLchkMnTr1g329vYGnWtvb4+uXbtCCIGzZ88as1lERFRBqQ4Nd1182PDQR2QhjHoPX0KCoss7ICCgWOcrz4uLizNam4iIqHyLepKGTKHYXcPYM2+VQ8Nn7zzFxM2XkJieXXrDwETlmFEDn7OzM5KSkpCdXfheC33k5OQAAHJzc43ZLCIiKkOxSfJC99wVnGkLAHFpWfAFMGHTJVwXz7ZT0zTzVhkEizMj18/DEYkFhoaVbdQ0A1jZdk9nO/gZfDWi8smoga9y5cpISkrCzZs3i3W+8jzlvXxERGReVJdMUVVwpi0ApMhz4Avg/e514RPcWnpeNYSpDskq61n6SjOjtVG1XQXb7mhrjcPDPeFboqsRlQ9GDXzPP/88bty4gUOHDuHJkyfw8fHR+9wnT57g4MGDkMlkaNq0qTGbRUREZUR1yRTlhIuouDSdw6n+Xo6o7eeusT7lkGxierZaPcZo47sv1MbXB6Okdqm2HQAmbr4khVIic2fUSRsvvvgiACAzMxPvvvuuQedOmDABcrniZtrevXsbs1lERFTGavu6oJGfOxr5uZd4pq2fh6NR6tFUrya1fV2Mfi0iUzNq4Ovbty8aN24MANi6dSuGDx+O1NRUnefI5XKMGjUKmzZtgkwmQ5UqVfD6668bs1lEREREFZrRt1b74Ycf0LFjR2RmZmLjxo3Yu3cvhg8fjhdeeAF16tSBm5sb0tPTER0djUOHDmHt2rXSrFyZTIYVK1bAwcHB2M0iIiLi/rtUYRk98LVs2RKbN2/G0KFDkZqaiqdPn2LZsmVYtmyZ1nOEELCxscFXX32Fvn37GrtJRERUwWma/FGqe/ASlTNGD3wA0KdPH5w5cwYTJkyQdt/QpVmzZvj666/Rvn370miOVrt27cKdO3cwfvz4Mr0uERGVLdXJH4AiAJZ08geROSmVwAcAdevWxd69e3H9+nXs2rULJ0+exIMHD5CUlARHR0f4+PigZcuW6NGjBzp27FhazdBILpdjxowZWLZsGYKDgw0OfJmZmdiyZQs2bNiAGzduIC4uDpUqVUL9+vUxdOhQvPbaa7Cz0/8vx+vXr+P777/H/v37ERMTg/z8fPj7+6Nbt24YM2YMGjRoYOiXSEREBfh5OKpN1GDgo4qk1AKfUsOGDdGwYcPSvoze/vjjD0ycOBF3794t1vkREREYMmQIrl27pvZ8bGwsYmNjsX//fixfvhxbt25FYGCgzrry8/PxySefYO7cucjLU1+zKiIiAhEREVixYgUWLFiAyZMnF6u9RERERKUe+MqL3bt3Y968eTh16lSx67h79y5CQkKkLeR8fHzQp08f+Pj44ObNm9i1axdyc3Nx7tw5hIaG4uzZs3Bzc9Na37Rp07B48WLp806dOqFFixbIyMhAeHg4bt++jZycHEyZMgVOTk4YO3ZssdtORGQpTLIfbnwk4OQNePiX/bWJjMDgwJeamoolS5YAAFxcXIzS8ySXy7Fo0SIIIVCnTh28+uqrJa5TadasWfj5558RHR0tPefr62vwfr1CCAwcOFAKe8OGDcOqVavg6PhseCAiIgI9evRATEwMIiMjMWXKFKxevVpjfX/++acU9jw9PfH7778jJCREOp6Xl4cZM2Zg4cKFABTrFIaGhqJmzZoGtZuIyFIoJ158fTCqzCZd5Dl4AbZOwLa3FP+OO8PQR2bJ4HX4/vzzT4SFhWHOnDl4+PChURrh6OiICxcuYM6cORgzZkyRa/cZYt68eWphb/jw4di7d6/B9fz66684f/48AMWOIuvWrVMLewDQoEEDbNu2DVZWipd13bp1iImJKVSXEAIzZ86UPv/ll1/Uwh4AWFtb4/PPP5cWs87OzpbCHxFRRaSceLHz3f8rtE1baclx8VOEvAGrgZwMICOh1K9JVBoMDnx///239PjNN980WkP+97//QQiBjIwM7Nq1y2j1KvXo0QMnT57E+vXr4enpafD5X3zxhfT4yy+/lEJdQS1btsTAgQMBADk5Ofjpp58KldmzZ490D2CPHj0QGhqq9bqff/659Pinn35CdjZvMiYi8xQVl1bi4VjlrhtlEfYkHv5ApeCyux5RKTA48F2+fBkAUKtWLdSrV89oDenSpQs8PDwAAIcOHTJavbNnz8Y///yDPXv2oG3btsWq48GDBzh37hwAxSSUNm3a6Cw/YsQI6bGm3sTff/9dejx69GidddWvXx8tW7YEAKSnp+PYsWP6NpuIqFxQXQOv6+LDprkHj6iCMzjwxcTEQCaToXnz5kZtiLW1NZo3bw4hBK5fv260esPCwkocTHfv3g0hBACge/fuRZYPCQmRegBPnjyJnJycQvUBip1FunTpUmR9nTp1kh4fOXJE32YTEZULyqHYpUOaQZ6TVy6XQ4lNknMXDrJoBge+lJQUAED16tWN3pjgYEWX+Z07d4xed0lcunRJeqxPL6Grqyvq1q0LAMjNzVVbAiY+Ph6xsbEAgHr16km9mrq0atVKenzr1i39Gk1EVI74eTiitq+LqZuhUWySHF0XH8bEzZe4AwdZLIMDn7K3ytnZ2eiNUYYfZagsLyIjI6XHQUFBep2jugafakgzZl1ERFRyienZkOfkYemQZmU2GYSorBkc+Ly9vQEAT58+NXpjlMOm5W1iguosX39//abj+/n5SY/j4+NLpS4iovLE3IdFa/u6MOyRxTJ4HT7lGnb//vuv0RujXBuvOLNoS5Nqj6O7u7te57i6ukqP09PTS6WugrKyspCVlaXxWkREpUk5LCrPydNrWPTR/VtIundNZxkiMh6De/jq168PIQSOHDlSaDuwklLOAPbx8TFqvSWlDFkymQz29vZ6nePg4CA9zsjIKFRXwTLFqaug+fPnw93dXfrQtweRiKikDBkWTXhwG24/tEfLCx8gQ9jDxbNyGbaUqGIyOPD16NEDgKL36K+//jJaQ2JjY3Hx4kXIZDI0btzYaPUaQ2ZmJgDAxkb/DlFra2uNj5V1AYCtrW2J6ipo+vTpSE5Olj40LfpMRFSa9BkWzUyKg5MsC+dafI6UN4+jSo06ZdQ6oorL4MDXs2dPKah89NFHRmvIggULpMfKUFleKHfUyMnJQX5+vl7nyOXP1plSHZJV3Z1Ddfi1OHUVZG9vDzc3N7UPIiKTSYoBHlxSfCQ9+wM0LlXxs88joBHDHlEZMTjwVa5cGW+++SaEELh06RLCwsJK3IjTp0/ju+++AwA4OTmhT58+Ja7TmFxcni0loBq+dFEdelUNaap16Rqe1acuIqJyKykGWN4aWNVR8bG8NSrlxcHR1hqbzirCn5ujfqMcRFRyBgc+QLF7hTK4zJs3D1999VWxG3Djxg28+OKLyM3NhUwmw8SJE+Hl5VXs+kqDcmYyADx69Eivc5Rr7QFAQEBAqdRFRFRuZSQo9p4dsFrah7aKTTr2T+mIZa80AwD4uuh3TzQRlVyxAl/lypWxbt066fNJkybhtddeM3jJkHXr1qF169ZISEiATCZDrVq1MG3atOI0qVQpF1EGoLaIsi737t2THtevX99odTVo0ECvc4iIyoVKwWr70Pp5OKK2T/lagJlbvVFFUKzABwD9+/fH/PnzpbXzNm/ejICAAIwbNw4HDhzQOvR5+/ZtfPfdd2jUqBFGjRqFtLQ0CCHg6emJ3bt3l8shS9WQdeHChSLLy+VyREREAABq1qypdi9dcHCwNPHi8uXLes10Vu7jCwBNmzbVu91ERGVB7/X34iPV7uUzNeUev18fjOIOG2TxDF6HT9W0adPg5+eHMWPGQC6XQy6XY+XKlVi5ciVsbGzg5+cHLy8vODk5ITExEY8fP0ZCQkKhemrVqoXffvsNdeqUz5t3O3fujE8//RQAcPDgQUydOlVn+WPHjkk7khS8H9HBwQHt2rXDsWPHkJqainPnzqFNmzY66zt06BAAwMrKCj179izul0FEZHR6rb/n5A3YOgHb3lL8O2B12TdUA+Uev4np2fB0tuOiy2TRit3DpzR06FCcOnUKoaGhABS7ZQghkJOTg3v37uHixYs4fvw4IiIiEB8fLx0XQsDa2hojR47E+fPny3XPVUhIiLTtW3h4eJHLnaxdu1Z6PGDAgELH+/btKz1es2aNzrpu3bqFEydOAAA6dOhQ7tYoJKKKTa/19zz8gXFnpHv5kFH4D39T8fNwRCM/d4Y9snglDnwA0LhxY+zZswenT5/G2LFjpT1iVcOdcugXABo2bIjJkycjMjISa9as0XvHCVOxtbXFqFGjAAB5eXn48MMPtZY9f/48Nm/eDABo1aoVOnXqVKjM8OHD4eTkBEARDq9d077avGpvYnm8v5GICNBj/T0Pf7V7+YiobJVoSLegVq1aoVWrVgCABw8e4P79+4iPj0dKSgrc3d3h7e2N2rVro1KlSsa8bJmYNm0aVq9ejdTUVGzcuBGBgYGYO3eu2kLIV69eRf/+/ZGXlweZTIb58+drrKty5coYP348Fi5ciOzsbPTt2xc7duxQu1dQGSz/+OMPAIpexl69epXuF0lEREQWyaiBT1W1atVQrVq10qq+zClnJr/88ssQQuCzzz7Dxo0bERoaCnd3d0RERGDPnj3SJIywsDB06dJFa31z587F4cOHcfr0aURHR6NJkybo2bMn6tevj5SUFOzdu1eanVutWjVs2rSpTL5OIiIisjylFvgsUf/+/bFhwwa8/fbbSEtLw927d6UFo5VsbW3xySefFDmxw97eHjt37sTQoUPx119/IS8vDzt37sTOnTvVyrVo0QKbN29G1apVjf71EBERUcXAwGeg1157De3bt8fKlSuxc+dO3Lt3DzKZDP7+/ujevTvGjBmDevXq6VVXpUqVsHfvXvz222/48ccfceXKFcTFxcHX1xcNGjTAsGHDMGTIENjZcakAIiIiKr4KGfgCAwPVJpEYKiAgAPPnz9d6j54hZDIZBg4ciIEDB5a4LiKishKbJEdierbm9feSYhRr7hFRuVEhAx8RERWf6tp7ANTX31PuoZuToVhzz8m7cAXJ5WfxZaKKgoGPiIgMorr2Xm1fF/VFi1X30K3RTrEci5JyAeYjX2gPg0RUKhj4iIioWGr7uqCRn5Z1VCsFq4c94NkCzBkJirBX8DgRlRoGPiIiKjse/pYV9JJiGGDJLDDwERERFUfB+xXHnWHoo3LLKFurERERVTjK+xVDppa7PYKJCmLgIyIivcUmyTUvxVKRubNXj8o/DukSEZFeVJdjUVuKhYjKPQY+IiLSi+pyLK1qej1biqUiiY/kBA0ySwx8RERkkNq+LhUv7CnXENz21rMJGkRmhPfwERERFUW5huCA1YoJGvdPcvs4Mivs4SMiItKHchhX2dOnfMwdQ8gMMPARERHpS3W3EEAR9rgcC5kBBj4iIiJDFNwthIGPzADv4SMiIiKycAx8RERERBaOgY+IiIjIwjHwEREREVk4Bj4iIiIiC8fAR0RERGThGPiIiIiILBwDHxEREZGFY+AjIiLSIiouDbFJclM3g6jEGPiIiIgK8HS2g6OtNSZuvoSuiw8z9JHZY+AjIiIqwM/DEfundMTSIc0gz8lDYnq2qZtEVCLcS5eIiEgDPw9HJPq6mLoZREbBHj4iIiIiC8fAR0RERGThGPiIiIiKwNm6ZO4Y+IiIiLQwaLZufCSQFFN2jSMyAAMfERGRFnrN1nXyBmydgG1vActbM/RRucTAR0RERYpNkiMqLs3UzTAJPw9H1NY1W9fDHxh3BhiwGsjJADISyq5xRHrisixERKRTbJIcXRcfhjwnD4621vB0tjN1k8ofD38GPSrXGPiIiEinxPRsyHPysHRIM7Sq6QU/D0dTN4mIDMQhXSIi0kttX5cKH/Y4W5fMFQMfERFREbi3Lpk7Bj4iIqIicG9dMne8h4+IiEgPqnvrKmcsezrbVfhhbjIPDHxERER6Uh3aBQBHW2vsn9KRoY/KPQY+IiIiPSmHdhPTsxEVl4aJmy8hMT2bgY/KPQY+IiIiA/h5ODLgkdnhpA0iIiIiC8fAR0RERGThGPiIiIiILBwDHxEREZGFY+AjIiIisnAMfEREREQWjoGPiIiIyMIx8BEREZVAVFwaYpPkzz5/ov45UXnAhZeJiIiKQXWbNUdba/zazwkNAUzYdAnRNmncco3KFfbwERERFYNym7WlQ5pBnpOHf59mAABeaeUPeU4eEtOzTdxComfYw0dERFRMfh6OSPR1UXvO19UeQJ5pGkSkBXv4iIiIiCwcAx8REZERxKVmmboJRFox8BEREZWAcvLGprMxAABXR1sTt4ioMN7DR0REVALKyRvyey7AduU9fJmmbhaRGgY+IiKiEvLzcAQyXIouSGQiDHxERERGZJ8UhWqQmboZRGoY+IiIiIzByRuwdYL/oQnYb2+PmLRWANxN3SoiAJy0QUREOsQmyREVl2bqZpgHD39g3BnEdF4GJ1kWrDOfmrpFRBL28BERkUaxSXJ0XXwY8pw8ONpaw9PZztRNKv88/JHlUdvUrSAqhIGPiIg0SkzPhjwnD0uHNEOrml7cF5bIjDHwERGRTrV9XRj2iiHmqRyZscnS557OdnwdyWQY+IiILFhskhyJ6dnS5wwdpc/tv4WXF/11E9f3PXvtHW2tsX9KR77+ZBIMfEREFkr1Hjwlho7S5+tiDwBY9kozZFZqDACIikvDxM2XkJiezdeeTIKBj4jIQqneg1fb14Who4zV9nEBqnFZFiofGPiIiCxcbV8XNPJj8CCqyLgOHxEREZGFY+AjIiIisnAMfEREREQWjvfwERGRGuVSLtxSjchyMPAREZGk4FIu3FKNyDIw8BERkaTgUi5cqNn4VBfD5utLZYWBj4iICuFSLqUjNkmOQStPqvWgciFsKguctEFERFRGVHtQlw5pBnlOntrWd0SlhT18REREZay2r4upm0AVDAMfERFRaYiPVPzr5A3AzaRNIWLgIyIiMiYnb8DWCdj2luJzWyfYDjxg2jZRhcfAR0REZEwe/sC4M0BGgqKXb9tbsM58CkAxaYPIFBj4iIiIjM3DX/HxHzdHWzjaWuPrg1HS2oacrEFliYGPiIiolPm62GP/lI5ITM+W1t5j4KOyxMBHREQAFMON3E6t9Ph5OGpcby8qLo0LMFOpY+AjIiK1LdWKvZ1aUsyzmalUJE9nOzjaWmPi5ktcgJlKHQMfEVEFpdziS3k/mXJB4FY1vQwPHkkxwPLWQE6GYoaqk3fpNNqC+Hk4Yv+Ujjh75ykmbr6ExPRsBj4qNQx8REQVUMEevaWvNAOgWBC4WKEjI0ER9gasBmq0U5uwQNr5eTgikYswUxng1mpERBWQskfv3RdqG3d7r0rBDHtE5RB7+IiIKhjViRkcQiSqGBj4iIgqCNVJAgCKPzmDiMwOAx8RUQWhnCSgHL5VXfyXO0CUD6oTadj7SsbEwEdEVIFoWguu4A4QVAriIxUzl3Xc3xibJMeglSeliTQrhz8Hb2c7hj8yCgY+IqIKTLXXj8GiFDh5K5ap2faW4t9xZ7SGPuVEmll9GuCLfTfx+pozAMA1+sgoGPiIiCo4bTtAaJQUo1iCpYjeKvqPh78i5N0/qQh9GQlaXzflsHrrml5SCI+KS+MafWQUDHxERBYg6kkaHJ3kpRsKCi6urKO3ilR4+CuCnhbKyTSqw+oGhXAiPTDwERGZsUR5DjwBTNh0CdE2aaU79KdcXDlkKnDkC529VaQ/DqtTWeDCy0REZiwjKxcA8Eorf+MuoKyLO0Oesfl5OKKRnzvDHpUa9vAREVkAX1d7AHmmbgaVIi7ZQiXBwEdERFTOFVyyhbN2yVAc0iUiIirnSm3vY6ow2MNHRETFEx+p+NfJ27TtqEDYq0fFxcBHRESGUV1MGFA8HrDatG0iIp0Y+IiIyDDu1RVr8GUkKHr5lAsKE1G5xcBHRGRukmKeDaeaioc/1+AjMiMMfERE5qTAbhe5Dl4ai8UmyREVl1Z27UqOKbtrVUDKbdeUouLSNC7PwqVbSBsGPiIic6Lc7WLAaqBGO+Tcu1eoSGySHF0XH5aW8PB0tiu99ijv5zvyheJfTuAwqoLbrgX5usDR1hoTN18qtDxLwf93Lt1Cqhj4iIjMUaVgxZCqhsCnXMJj6ZBmaFXTq3R/6Xv4P7ufz8mbw7xGpmnbtf1TOuLsnaeYuPkSEtOzpf9f1aVbvj4YpXZME/YGViwMfEREFqq2r0vZ/CLn/Xylys/DUe3/0c/DEYm+LjrLF4W9gRUPF14mIiKqYLiQc8XDwEdERFRBsVev4uCQLhERkZlSnYldcFa2tpm8VDEx8BEREZkZ5ezdiZsvqT1f1ExeqrgY+IiILEiZrr1HhouPNMpsZtXZu6qKmslLFRcDHxGRBXB1tIWjLaQen1Jff48Mo7r/sK2TYikbI4Q+bUFOdSav8o8ADu9WbAx8REQWwNfVHvunPC/1+PCXezmjXK/w/slnew+X8lI2BYd9ObxbsTHwERGZqdgkOWKeylH7v8919fholBSjecFk5fMAF1M2Jg//Z6+rci/kUnx9VYd9o+LSOLxbwTHwERGZobi0LHT99jBq5Uahsz3g5mhrWAUF9uSVhhhVnweMNvxI/1Ed2gVK/fU1+I8Aslhch4+IyAylyHMgz8nD+93rAgB8XewNq0C5J2/IVMW/yp4n1b16B6xWP0YlpxzaHXOYry+VKfbwERGZMX+vEvbeuGvpWaoUXLJ6SbtyvBWdPvvrGrIHL/frLT8Y+IiISDflUiJUOoy0VEtJRMWlISE9G2N/Oq9zf11D9uDlfr3lC4d0iYhIM9X7zZa3BpL/NXWLLEvB1zcppsyboDqT9/U1ZwAAs/o00Lq/riF78HK/3vKFPXzlwPXr1/H9999j//79iImJQX5+Pvz9/dGtWzeMGTMGDRo0MHUTiagi0rSUCBmPCZZqARQ9b8q1+Qou4OzpbKdXMDOkp05Zllu9mRYDnwnl5+fjk08+wdy5c5GXl6d2LCIiAhEREVixYgUWLFiAyZMnm6iVRFShqS4lklz2PVAWT/X1LQNn7jzFF/tuSsOsygCmGsKUgU81oCnvxdO0k4vymCrVRb9VexE5tGs6DHwmNG3aNCxevFj6vFOnTmjRogUyMjIQHh6O27dvIycnB1OmTIGTkxPGjh1rwtYSkVnSttZeQbru01MOPR75QvEv7+czO8rQNXdnBBxtrbFuVGvU9nXRGLwKBrT5Axpj+rarkOcoOiZUd3GJTZJj0MqT0jElR1trTA1VzCDnVm/lAwOfifz5559S2PP09MTvv/+OkJAQ6XheXh5mzJiBhQsXAgAmTJiA0NBQ1KxZ0yTtJSIzpG2tPVUFt/wasLpwPcqhR32CI5VLqkO3RQ2rKstGxaVh7E/npeC3blRreDvbqQ37Ku/TWzqkGWr/t5WbcvKHMlwqr6fc6o1Mg4HPBIQQmDlzpvT5L7/8ohb2AMDa2hqff/45/vnnH+zYsQPZ2dlYuHAhvv3227JuLhGZi4I7ZKiutXfkC8W9YoB6YHOvrt99euV4KRHSjyGLMCvLaguJysAXmyQHANT2dUEjP3fpuL7hUlmHMZduMfbSMpaCgc8E9uzZg2vXrgEAevTogdDQUK1lP//8c+zYsQMA8NNPP2HZsmWws+OG6ERUQPK/wI891XfIUPbWVW2m3os35Ccg4+mzc3mfnnnRd5jeCLSFROWw79cHo9SGeIs6D4DafYCaloIBoPGeQNX6VO8bVD2mz1Iw+i4XY2mhkIHPBH7//Xfp8ejRo3WWrV+/Plq2bIlz584hPT0dx44dwwsvvFDKLSQis6O6Qwag3lun7MWLvwlsHg5seFnxvOr9eLxPzzzoM0xfBgwZIlZSvTdQlaOtNWb1aYC5OyNwLTYZEzdd0nhPoDKYqQa2gsdUl4L5+mCUxvsF9SljiWsIMvCZwO7duwEAMpkMXbp0KbJ8p06dcO7cOQDAkSNHGPiIzJC2HgkAhYdiVX+Ba+nNiXkqV7+AsmdOdYcM1d465ZCs8l68gtfifXrlX1KMYuhddZi+jJZy0cTQfXoLLgGjpHpP4LXY5EL3BEbFpWHi5ks4e+cpEn1dEBWXJpUBoHEiiK6hXNUlaZT1K9uhDJRn7zwtMhSaGwa+MhYfH4/Y2FgAQL169eDh4VHkOa1atZIe37p1q7SaRkR6MnSop2CPRC3bRGwaXge+vtUUBZQ9NoB6r03B3pwhP+Fp/CN4AVj010042taGi2dlzT1z2nrrdN2Lx/v0TE/bcG3B74WqzUzWxJLQFRJVh4hb1fSSymnqGVSWKbiETEGqYQ6AWq9dkK+LWr2OttZY/2ZrjPjhjFRG9b5EwLyHeRn4ylhkZKT0OCgoSK9zAgMDpccMfESmVZyhHtWZjI4ZD9DhrzfgtDHr2X12moZilffV5WQAPRYAB+YCG16GF4AMYY/3+rRBo4aNUMXDUXPPHHvrzI/qfZgFh2tVh+xrtLO4RbB1DRFr6hlULaO6hMzSV5pJxwuGuaWvNJPeh8pAqaxX2Yt4W6X3UDVQAuY/zMvAV8aio6Olx/7++v0Q9vPzkx7Hx8cbvU1EpF3BodiC9/+cvfMUUOmN0KW2rwsc4rPgJMtCXPP34HvxK8RFnoYvgCih6O2rDRRaEy/KsTHyBh6AdeZTxDyVY+a+B1gVGPzsmpp65thbZ34eXip6uLZScJkv1lxWdPX+aTumaY0/1edVw9y12GQAUFt/UFu9yjKqga8k7/3ygIGvjKWkpEiP3d3ddZR8xtXVVXqcnp6utVxWVhaysrKkz5OTkwtd01gSHt5HUnys0eslKk9SMnOweN9NZObmAwAcbKzwausABGffQRORhyb5t7Dipwg42FhhSmhduDnYaqwnNlGO4OxbyLlrA6vkaKRkCZxMrYw2mbZwOrUMj4QdXlurmLn/p70tnH4ZjXxrB9xp9C6CsgTeWXcSN0SgVJ+DrQts8jKRkiIr9deAykCuHZDnAIQvBGwcAddgIEsAdy8Bqf/NaE2IUjyXmgakpCj+LVimgnIFEJCRjuDsCKREpiA4+1/k3LWBayVnuAJwFNlokn8D+/ZGoImNFRwfOyIlTX34Nye+8Pkpac7S83cv5gAAgrNvqb3302y8sGZ8H1QrpdDn6uoKmcxI73NBZWrhwoUCgAAgwsLC9DonKytLOsfFxUVrudmzZ0vl+MEPfvCDH/zgh3l/JCcnGyt+CPbwlbHMzEzpsa2t5t6AgqytrTU+Lmj69Olqe+7m5+fj6dOn8Pb2Nt5fCFD0GPr7+yMmJgZubm5Gq5eI9Mf3IZFplcV7UHWEr6QY+MqYo+Ozbl/V4Vdd5PJnyy/o+s+3t7eHvb292nP6zAIuLjc3N/6iITIxvg+JTMtc3oNWpm5ARePi8mwvwYyMDL3OUS1nzLRPREREFQMDXxnz9n428+7Ro0d6naNctw8AAgICjN4mIiIismwMfGWsbt260uO7d+/qdc69e/ekxw0aNDB2kwxmb2+P2bNnFxo+JqKyw/chkWmZ23tQJoQQpm5ERZKZmQkXFxfk5eXB1dUViYmJOidiAMBHH32ETz/9FACwbt06jBgxoiyaSkRERBaCPXxlzMHBAe3atQMApKamSnvk6nLo0CEAgJWVFXr27Fmq7SMiIiLLw8BnAn379pUer1mzRmfZW7du4cSJEwCADh06wMfHp1TbRkRERJaHQ7om8PjxY9SqVQsZGRmws7PD+fPn0ahRI41l+/Xrhz/++AMAsGvXLvTq1assm0pEREQWgD18JlC5cmWMHz8eAJCdnY2+ffsiIiJCrUxeXh6mTp0qhb2QkBCGPSIiIioWBj4TmTt3Ltq0aQMAiI6ORpMmTfDiiy9i2rRpGDt2LIKCgrBo0SIAQLVq1bBp0yajtyE8PByvvvoq6tSpAycnJ/j4+KB169ZYsGABnjx5YtRr3b17Fx9//DGaN28Ob29vODs7Izg4GKNHj8bp06f1quPixYuQyWR6f7z//vtG/RqI9HH9+nVMmjQJjRs3hoeHB9zc3NCwYUNMnDix0B92JZGSkoLly5cjJCQEfn5+cHBwQGBgIF566SX89ttvMHTw5vTp0xg9ejTq168PFxcXeHl5oVmzZvjoo4/UVgogMgfm9j50d3fX+3dby5Yti9dYo23SRgZ78uSJ6N69u8599Fq0aCFu3bpl1OsmJiaKAQMG6Lxu5cqVxf79+41yvZUrVwpHR0et15LJZOL9998XeXl5Ous5cOCAQXsQTpkyxSjtJ9JHXl6emDNnjrC2ttb6PWlraysWL15c4msdO3ZM+Pv76/z+Dw0NFfHx8UXWJZfLxTvvvKOzLhcXF7Fx48YSt5uotJnj+zA3N1fIZDK9f7c999xzxWov7+EzMSEEfvvtN/z444+4cuUK4uLi4OvriwYNGmDYsGEYMmQI7OzsjHa97OxsdO7cWZoIYm9vjz59+iAoKAiPHz/GH3/8gaSkJACKbeCOHz+O5s2bF/t633zzDd59913p81atWqFt27YAgCNHjuDy5cvSsQ8++AALFizQWtevv/6KQYMGAQAGDx6M+vXr67z2888/j+7duxe77USGeP/997F48WLp806dOqFFixbIyMhAeHg4bt++LR379ttvMXbs2GJd59y5c+jQoYO0L3dAQAC6d+8Od3d3XL58Gfv375d6FTp06IADBw7o3Ld70KBB+PXXXwEo9uoODQ1Fw4YNkZiYiJ07d0oLxFtZWWHHjh28tYTKNXN8H8bHx0sTMlu3bl3kahzVqlXDmDFjDG90sWIima1JkyZJfyU0bdpUxMTEqB1PSkoSL7zwglSmbt26Rfa8aXP+/Hlha2srAAgHBwexZcuWQmW++uortb9sjh07prW+VatWSeX27dtXrDYRlYY//vhD+t709PQUhw8fVjuem5srpk2bJpWxs7MT0dHRBl8nLS1NrUdh2rRpIicnR63M0aNHhYeHh1Tmk08+0VrfsmXLpHI1atQQ165dUzuemZkphg4dKpXx8vISKSkpBrebqCyY6/swMjJSKjd9+nSD26MvBr4KJCYmRtjb2wsAwsPDQzx8+FBjuZSUFOHn5yd9A27atKlY1+vVq5dUx8qVK7WWe/fdd6VyPXr00FpuwYIFUrkzZ84Uq01Expafny8aNWokfW/u3btXa9kXX3xRKjd27FiDr7Vw4ULp/FdeeUVrud9++00q5+3tLdLS0gqVSU9PFz4+PtIQ19WrVzXWlZubK5o3by7Vt2DBAoPbTVTazPV9KIQQp06dksotXLjQ4Pboi4GvApk6dareP7RXrFghle3WrZvB17p+/bp0fv369UV+fr7Wsk+fPpWCKADx77//aiz3wQcfSGWMfV8jUXHt2rVLrz9YhBAiIiJCKuvs7CyysrL0vk5eXp6oUqWKACCsra21vk+UWrduLV3r559/LnR8+fLlev/S2717t1S2Tp06ereZqKyY6/tQCCH27NkjlVm9erXebTEUZ+lWIL///jsAxX06I0eO1Fn2lVdeke43OHLkCDIyMop1LQB48803IZPJtJb19PTEiy++KH2+b98+jeUSExPVziEqD1S/10ePHq2zbP369aUZdunp6Th27Jje1zl16pR0P13Pnj3h5+ens7zqFox79+4tdNyQdnfv3h2VK1cGoFgMPjo6Wt9mE5UJc30fAmX3u42Br4K4ffs2bt26BQBo0qSJ9MNbG09PTzRt2hQAkJWVhTNnzhh0vd27d0uPu3XrVmT5Tp06SY+PHDmisczTp08BADKZDB4eHga1h6i0KL/XZTIZunTpUmR5fb7XdV0HKPl7KiMjA4cPHwYAeHl5oUWLFjrrsra2RocOHbTWR2Rq5vg+VFL+bgMY+MgILl68KD1WzpItSqtWraTHyrCoL+XsW2dnZ627iBh6LeVfQa6urrC2tjaoPUSlIT4+HrGxsQCAevXq6fWHSHHfV5cuXZIe6/MebtCgAZydnQEAMTExyMrKko5FREQgOzsbANCmTRudPfBKJfl5QFSazPV9qMQePjKqyMhI6XFQUJBe5wQGBkqPDXlDPHjwAGlpaQCAmjVrwsqq6G8zfa6l/CuIw7lUXpTl+8rQa8lkMtSoUQMAkJ+fr7YcRVm2m6i0mev7UIk9fGRUqvfc+Pv763WO6r0J8fHxpXotHx8fab3BhIQEjWWUfwXdu3dPWnHc3t4eVapUwf/93/9hxowZam9GotJWlu+rO3fuAFCsj+nt7V2ia5Vlu4lKm7m+D5VUe/hq1qwJmUwGGxsbVKpUCU2bNsU777yDv//+W+82asPAV0GkpKRIj93d3fU6x9XVVXqcnp5eqteSyWRSt3d+fj7kcnmhMqp/BSllZ2fj8ePHOH78OObPn4969eph1KhRUg8jUWkqq/dVRkYGcnNzDbqOrmuV5c8DotJmru9DJU2/2/Ly8pCQkIArV67g22+/RefOnfH888+XaMKUTbHPJLOi+k3m4OCg1zmq5QyZpVuca2m6nqOjo9rxN998E25ubtLnubm5SEpKQkREBE6ePInMzEwIIfDjjz/i6tWr+Pvvv6UQSVQayup9Zaz3VEnqK+7PA6LSZq7vQ6WuXbuq7WglhEBKSgru3LmD48ePS72CJ0+eRKtWrXD8+HHUq1dP7+srMfBVEMrtXwDo3GZJlerECEMmSRTnWvpc78svv9R6bmJiIhYuXIgvvvgCeXl5OHfuHCZNmoRVq1bpfX0iQ5XV+8rY76my/HlAVNrM9X2opLr9aEE5OTnYsGEDpkyZgsTERDx9+hQDBgzA1atXDX4fcki3HAoMDJTuUSvOR58+fQrVqdpbpmmWkCaqw6qqXdJFKc61Cl7PxcVF7/MAxY2u8+fPx3fffSc9t2bNGty7d8+geogMUVbvK2O8p1SvVZY/D4hKm7m+D/Vha2uLN954A4cOHZJ+L/7zzz/YtGmTQfUADHwVhmqA0rf7WrWcId+kxbkW8OxN4ejoCBub4nU+v/nmm+jYsSMAxT0QO3bsKFY9RPooq/dVcd9T2q5Vlj8PiEqbub4PDdG0aVNMmTJF+nz79u0G18Eh3XJo6dKlJZp0UL169ULPqc4mUq4SXhTlukYAEBAQoPf1i3OtxMRE6U1hyLU0GTRokLSorOr6g0TGVlbvKwcHBzg5OSEjIwNPnz5FTk6OXkNK2q5Vlj8PiEqbub4PDTVo0CDMmTMHQPF+tzHwlUP9+vUzep1169aVHt+9e1evc1SHQxs0aFAur6WJ6tpIXD6CSlNZv68uXryI/Px83L9/X681wO7fvw9AsZuG6u46pn6PEhmTub4PDVXS320c0q0gVL+hL1y4oNc5586dkx4rt1nTh5ubm7Tu0L///ou4uLhSu5Ymyh0EAMPvBSQyRHBwsHTj9OXLl5GXl1fkOcX9Xjf0PRwVFYWkpCSN1ynLnwdEpc1c34eGKunvNga+CqJdu3bS1PDjx4+rfeNokpaWJr0hGjduLK0Urq/OnTtLjw8dOlRkedUymiadGOLq1avSY30X4SQqDgcHB7Rr1w4AkJqaqvZLRBvl97qVlRV69uyp97VU31MHDx7U+zpA4fdU7dq1pffGP//8U+QwmBBCuk3C09MTzz//vN7tJipt5vo+NFRJf7cx8FUQzs7O0obSycnJ+O2333SW/+WXX6RZSAMGDDD4en379pUer1mzRmfZ5ORk/P777wAUM5SL2shdl7y8PGzYsEH6XJ/NrYlKwpDv9Vu3buHEiRMAgA4dOsDHx0fv6/Tp00fapnDTpk1F3jS+du1aAIpFzfv371/o+EsvvQQA0tqVuuzfvx///vuvdF5xJ1URlRZzfR8aYt26ddLjYv1uE1Rh/PnnnwKAACBq164t0tPTNZZLSUkR/v7+AoBwdnYWjx8/NvhamZmZws/PT7revn37tJadMGGCVG758uUay2RkZOh13VmzZkl11alTR+Tk5BjcdiJDPHr0SDg5OQkAws7OTly9elVr2b59+0rfn7t27TL4WgMGDJDOnzFjhtZy27dvl8oNGjRIY5nLly8LmUwmAAgvLy/x8OFDjeVyc3PFc889JwAImUym8+sjMhVzfR/K5XK9rhkeHi5sbGwEAGFraytu3bplcLsZ+CqY1q1bS9+AoaGhIikpSe3406dPxQsvvCCVmTVrlsZ6bt++LVq0aCE8PDzE/PnzNZZZsWKFVE+lSpXE0aNH1Y7n5+eLJUuWSL90ateuLbKysjTWNWfOHDFixAhx7do1jcefPHki3n77bel6MplM7Ny5s6iXg8gopk2bJn3v1apVS1y/fl3teG5urnj//felMiEhIYXqyMzMFAMGDBAuLi5i0KBBGt8LV65cEdbW1gKAsLa21vgH0qFDh4SHh4cAIOzt7UVERITWdg8ePFhqU4sWLcS///6rdjwjI0O8+uqrUpkRI0bo+5IQlTlzfB8eOnRItG/fXvz1118iPz+/0PGsrCyxbNky4eDgILV72rRp+r4kahj4Kpjbt28LLy8v6RvHzc1NDBs2THzwwQdi2LBhwtXVVTrWrVs3kZubq7GeoUOHSuUAiKioqEJl8vPzRf/+/dXKvfDCC2LKlCli3LhxokGDBtLzrq6uWsOcEELMnj1bKtugQQMxatQoMX36dDFp0iTRo0cP4ejoqHadL774wmivGVFRMjMzRZs2baTvP2tra9GnTx8xdepU8fbbb4uAgADpWLVq1cSDBw8K1bF69Wq17+Hvv/9e47WWLl2qVq5hw4Zi3LhxYsqUKWp/rAEQ69at09nuhIQEUatWLam8g4ODGDRokPjggw/EqFGjhI+Pj3SscePGIjU11SivF1FpMMf34aFDh9TaNGTIEDF16lQxbdo0MWTIELX3IADRt29frb+Xi8LAVwFduHBBBAUFqX0TFfwYOnSozh/u+gQ+IYRIT08Xw4YN03mtWrVqibNnz+ps85w5c3TWofyoXr26+PPPP0v0+hAVx5MnT0T37t11fn+2aNFC61BMwV80P/zwg9ZrLVq0SNja2mq9jouLi1i/fr1e7Y6OjpaGbLV9dOvWrVi3dhCVNXN7Hx4+fFiv323Ozs7i008/FXl5ecV+bRj4KqiUlBSxbNky0a5dO1GpUiXh6OgogoKCxGuvvSYOHDhQ5PnKIV13d3etQ7qq9u3bJwYOHCgCAgKEvb29qFq1qggJCRErVqzQq9cgMzNTrFmzRrz88ssiODhYuLi4CGtra+Hq6ipq164tXnvtNbFhwwaRnZ2t19dPVBry8/PF1q1bRa9evUT16tWFnZ2dqF69uujevbtYv3691lsWhNBvKEnV9evXxbhx40TdunWFs7Oz8PT0FM2aNRMff/yxuH//vkHtzsrKEj/88IPo3LmzqFKlirC3txeBgYGiX79+Yvv27RqHmojKK3N7H+7du1e8+eabomnTpsLDw0PY2NgIR0dH4e/vL3r16iW+/PJLkZCQYNBroIlMCCFARERERBaLy7IQERERWTgGPiIiIiILx8BHREREZOEY+IiIiIgsHAMfERERkYVj4CMiIiKycAx8RERERBaOgY+IiIjIwjHwEREREVk4Bj4iIiIiC8fAR0RERGThGPiIiIiILBwDHxEREZGFY+AjIiIisnAMfEREREQWjoGPiKgUHTlyBDKZDNbW1khLS1M79tlnn0Emk6F169Ymah0RVRQ2pm4AEZElu3DhAgCgTp06cHFx0XisRYsWZd6uoqSlpeHnn3/Gzp07cfnyZcTHx8PKygqVK1dG1apV0aZNG3Ts2BHdu3eHg4ODqZtLREVg4CMiKkW6Ql15DXw7duzAmDFj8OjRI+k5Z2dnyGQyREdHIzo6GsePH8eXX36J2NhYVKtWzYStJSJ9cEiXiKgUKUPdc889p/Z8YmIi7ty5o/GYKW3ZsgX9+/fHo0eP0K5dO2zbtg0JCQlIS0tDamoqnjx5gu3bt2PYsGEICgpi2CMyEzIhhDB1I4iILJFcLoerqyvy8vJw8OBBdO7cWTp24MABdO3aFba2tkhLS4OdnZ0JW6rw9OlTBAUFISkpCYMHD8Yvv/wCKyvt/QJyuRyOjo5l2EIiKi728BERlcD58+cxbNgw+Pn5wcHBAXXr1sX8+fORm5uLS5cuIS8vDwDQvHlztfOUPX8NGzbUGvZu3bqFadOmoXHjxvDw8ICTkxOaNm2K+fPnQy6X62zX0aNHMXjwYFStWhWOjo6oW7cuPvnkE2RnZ2PHjh2QyWRwcXFBfn6+dM62bduQlJQEAJgzZ47OsAeAYY/IjPAePiKiYpo7dy7CwsKgHChxc3NDZGQkZsyYgePHj6NHjx4AgKCgIHh4eKidq22oV+mLL77Axx9/jKysLACAq6srsrKycOXKFVy5cgVbt27FoUOH4O7urnaeEALvv/8+vvzySwCATCaT2vXxxx/jyJEj6Nq1KwCgWbNmaqHuxo0b0uNKlSoV92UhonKIPXxERMWwcOFCzJ49GzY2Nvjoo4/w8OFDJCcnIzExERMmTMCuXbvw2WefAdA8KeP8+fNaj3388ceYNm0acnJyMG3aNMTExCAlJQXp6en46aef4OLigosXL2L8+PGFzg0LC8OXX34JW1tbzJs3D3FxcUhKSkJiYiLee+89hIeHS2Gw4LVVw+Nnn30mhU0isgCCiIgMcuTIEWFlZSUAiK1bt2os06lTJwFAABDz589XO5aSkiJkMpkAIE6ePKl27LfffhMAhEwmE1u2bNFY98KFCwUAYW1tLZ4+fSo9f+jQIalebe16/vnnpXb9+OOPaseuXLki7OzspOPe3t5ixIgRYu3atSIqKqqol4WIyjH28BERGWjq1KnIz8/HiBEjMHDgQI1l+vXrJz0uOGx78eJFCCFgbW2Npk2bSs/n5+fj/fffBwCMHz8egwYN0lh37969AQB5eXm4evWq9PwHH3wAIQRGjhyptV19+vSRHhfs4WvcuDG2bt2KmjVrAgASEhKwfv16jBw5ErVr10adOnUwd+5c6T4/IjIfDHxERAY4ceIETp8+DQCYMWOG1nJVq1aVHhcMVsrh3Pr166tNfNi3bx/u3LkDa2trTJ8+Xa+6c3JyAAAnT57EmTNnIJPJMHPmTK3nVqlSBQDg4OCABg0aFDr+0ksvISoqCgcOHMCUKVPQvHlz6T6/qKgozJ49Gw0bNsTdu3e1XoOIyh8GPiIiA+zcuROAojesbt26Wss9efIEAFCjRg14e3urHdO24PLevXsBAG3atFELdQUlJydLj318fNTa1aRJE9SuXbvIcxs3bgwbG83z9qysrPDCCy9g0aJFuHDhAhISErBx40apN/LBgweYMGGC1msQUfnDwEdEZICLFy8CQJH73yp7ATXNwtU2Q/fy5csAFKFNlytXrgBQ9NLVq1dPrc6WLVvqPFc5BGzIYs8eHh549dVXcfjwYXh5eQFQ7BFMROaDgY+IyACPHz8GACn4aCKXy6Uet4K9eBkZGbh586bGY0+fPgWgWN5Flz///BMA0LFjR2kNP+U2aLralZubiz179mi8tj7c3d3RqFEjAIqvQ3DdfiKzwcBHRFQMsbGxWo998803SExMBFA4WCkXY7ayskKzZs3Ujrm4uABQDJlqEx0djY0bNwIARo8eLT2vvM9Odf/bgtatW4eHDx9qbJc+8vPzER0dDUBx/6FMJjO4DiIyDQY+IiIDBAcHAwDCw8ORlpZW6Pi5c+cQFhYmfV4wWCmHXoODg6WAp6QcZj106BAyMzML1Z2amopXX30Vcrkcbdu2xcsvv1yoXQcOHNC4C0dERASmTp0KALC1tUXjxo2lY9euXUNMTIz2L/o/n376Kf79918AwJgxY4osT0TlBwMfEZEBlCHryZMnGDx4MO7duwcASE9Px6pVq9C1a1dkZGQAAKpVqybNilXSteDy6NGjYWVlhdjYWAwdOlQKV7m5udi1axfatGmDM2fOICAgAL/++qtaD5tyGZYHDx7gtddek86Vy+X48ccfERISIgXUgtu5rVmzBnXq1MGwYcOwY8cOaWgZAJKSkrBv3z6EhoZi1qxZABTLwowdO7a4LyERmYKJ1wEkIjIr+fn5olevXtLixACEm5ubtBBzjRo1RN++fQUA0adPn0LnN2nSRAAQixYt0lj/4sWL1ep2dXUVNjY20uetW7cWt2/f1tiuF198UWu7unbtKt544w0BQPzvf/9TO7dz585q5wEQLi4uwsXFRe05GxsbMXnyZJGdnW2cF5OIygx7+IiIDCCTybBt2zaEhYUhKCgItra2kMlkaNGiBcLCwnDlyhVpSZaCvXhZWVmIiIjQeExp8uTJOHDgAHr37g1vb29kZWWhcuXK6NmzJ9avX48TJ06gVq1aGtv166+/Yu7cuahduzZsbW1hZ2eHbt264ZdffsG+fftw8OBBAMALL7ygdu6OHTuwdetWjB07Fq1bt4aPjw+ysrKQnZ0NX19fdOzYEbNmzcLNmzexePFi2Nralvh1JKKyJROC06yIiCzdnj170KtXL3h6euLBgwdwcHAwdZOIqAyxh4+IyMLdvXsXr7/+OgBgypQpDHtEFRADHxGRBRg5ciQ2btwoDScDQHx8PL777ju0bdsWT548Qdu2baWZukRUsXBIl4jIzKWnp8PNzQ35+fkAAEdHR9jb2yMpKUkq06NHD/z88886F2YmIsvFwEdEZObS0tKwfPly7Nu3D7dv38aTJ08ghECVKlXQtm1bDB8+HD179uRCyUQVGAMfERERkYXjPXxEREREFo6Bj4iIiMjCMfARERERWTgGPiIiIiILx8BHREREZOFsTN0AIiJzwWVNdOOiD0TlF3v4iIiIiCwce/iIiPTEHiwiMlfs4SMiIiKycAx8RERERBaOgY+IyIwcOXIEMpkM1tbWSEtLM3VziMhMMPAREZmRCxcuAADq1KkDFxcXjB49GjKZrFgfLi4uyMvLM/FXRERlgZM2iIjMiDLwtWjRAgBw9+5dVK5cuVA5uVyOlJQUAICPjw+srAr/fd+6dWtYW1uXYmuJqLxg4CMiMiPKwPfcc88BAPbv36+x3IwZMzB//nzY29sjNjYWtra2ZdZGIip/OKRLRGQm5HI5bty4AeBZD582ymDYuHFjhj0iYuAjIipPzp8/j2HDhsHPzw8ODg6oW7cu5s+fj9zcXFy6dEm656558+Y66ynYE0hEFRuHdImIyom5c+ciLCxMWuDZzc0NkZGRmDFjBo4fP44ePXoAAIKCguDh4aG1npiYGDx58gRA0T2BRFQxsIePiKgcWLhwIWbPng0bGxt89NFHePjwIZKTk5GYmIgJEyZg165d+OyzzwDoP5wLsIePiBTYw0dEZGJHjx7F9OnTAQAbN27EwIEDpWMeHh5YunQpLl++jL///huA/oHP1tYWjRs3Lp1GE5FZYQ8fEZGJTZ06Ffn5+RgxYoRa2FPVr18/6XFRvXbKwNewYUPY2dkZrZ1EZL4Y+IiITOjEiRM4ffo0AMVSKtpUrVpVelxUD9/58+cBcDiXiJ5h4CMiMqGdO3cCUCyfUrduXa3llJMwatSoAW9vb63lHj9+jIcPHwLghA0ieoaBj4jIhC5evAhAseuFLspewKJ67ZS9e/qUJaKKg4GPiMiEHj9+DADw8vLSWkYul0s9gfpO2LC2tkaTJk2M1EoiMncMfERE5UBsbKzWY9988w0SExMB6B/4GjRoAEdHR+M1kIjMGgMfEZEJBQcHAwDCw8ORlpZW6Pi5c+cQFhYmfa7vhA3ev0dEqhj4iIhM6OWXXwagmJQxePBg3Lt3DwCQnp6OVatWoWvXrsjIyAAAVKtWDVWqVNFaV0JCAu7fvw+A9+8RkToGPiIiExo4cCB69eoFANizZw8CAwPh7u4ONzc3vP3223B3d0ffvn0BGLbDBnv4iEgVAx8RkQnJZDJs27YNYWFhCAoKgq2tLWQyGVq0aIGwsDBcuXJF731xlYHPysoKzZo1K+2mE5EZkQnlLt1EREREZJHYw0dERERk4Rj4iIiIiCwcAx8RERGRhWPgIyIiIrJwDHxEREREFo6Bj4iIiMjCMfARERERWTgGPiIiIiILx8BHREREZOEY+IiIiIgsHAMfERERkYX7fyxOUOvYkKEYAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "true_grads, pred_grads, mse, mae = gradient_analysis(fastprop_solprop_predictions)\n",
+    "gradient_parity_plot(true_grads, pred_grads)\n",
+    "ax1, true_grads_binned, pred_grads_binned, true_grad_bins_pdf, pred_grad_bins_pdf = pdf_plot(true_grads, pred_grads, bins =200)\n",
+    "ax2, true_grads_cdf, pred_grads_cdf, distance, true_grad_bins_cdf, pred_grad_bins_cdf = cdf_plot(true_grads, pred_grads, bins = 200)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "chemprop predictions on SolProp dataset"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\results\\chemprop_output\\aleatoric_1701\", \"chemprop_5215\")\n",
+    "chemprop_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_chemprop_nonaq_predictions.csv\"))\n",
+    "\n",
+    "mse_chemprop_solprop, percentage_within_1_unit_chemprop_solprop = stats(chemprop_solprop_predictions['logS_true'], chemprop_solprop_predictions['logS_pred'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "true_grads_chemprop, pred_grads_chemprop, mse_chemprop, mae_chemprop = gradient_analysis(chemprop_solprop_predictions)\n",
+    "gradient_parity_plot(true_grads_chemprop, pred_grads_chemprop)\n",
+    "ax1, true_grads_binned_chemprop, pred_grads_binned_chemprop, true_grad_bins_pdf_chemprop, pred_grad_bins_pdf_chemprop = pdf_plot(true_grads_chemprop, pred_grads_chemprop, bins =200)\n",
+    "ax2, true_grads_cdf_chemprop, pred_grads_cdf_chemprop, distance_chemprop, true_grad_bins_cdf_chemprop, pred_grad_bins_cdf_chemprop = cdf_plot(true_grads_chemprop, pred_grads_chemprop, bins = 200)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "SolProp predictions on SolProp dataset"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"solprop_predictions\")\n",
+    "vermiere_solprop_predictions: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_nonaq_vermeire_predictions.csv\"))\n",
+    "vermiere_solprop_predictions = vermiere_solprop_predictions.rename(columns = {\"Solvent\": \"solvent_smiles\",\"Solute\": \"solute_smiles\", \"Temp\" : \"temperature\"})\n",
+    "solprop_solprop_predictions = fastprop_solprop_predictions.merge(vermiere_solprop_predictions[['solute_smiles', 'solvent_smiles', 'temperature', 'logST (method1) [log10(mol/L)]']], \n",
+    "                on=['solute_smiles', 'solvent_smiles', 'temperature'], \n",
+    "                how='left')\n",
+    "solprop_solprop_predictions.pop('logS_pred')\n",
+    "solprop_solprop_predictions.rename(columns = {'logST (method1) [log10(mol/L)]': 'logS_pred'}, inplace=True)\n",
+    "\n",
+    "mse_solprop_solprop, percentage_within_1_unit_solprop_solprop = stats(solprop_solprop_predictions['logS_true'], solprop_solprop_predictions['logS_pred'])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "No artists with labels found to put in legend.  Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "true_grads_solprop, pred_grads_solprop, mse_solprop, mae_solprop = gradient_analysis(solprop_solprop_predictions)\n",
+    "gradient_parity_plot(true_grads_solprop, pred_grads_solprop)\n",
+    "ax1, true_grads_binned_solprop, pred_grads_binned_solprop, true_grad_bins_pdf_solprop, pred_grad_bins_pdf_solprop = pdf_plot(true_grads_solprop, pred_grads_solprop, bins =100)\n",
+    "ax2, true_grads_cdf_solprop, pred_grads_cdf_solprop, distance_solprop, true_grad_bins_cdf_solprop, pred_grad_bins_cdf_solprop = cdf_plot(true_grads_solprop, pred_grads_solprop, bins = 100)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Residual Error"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "_src_dir: str = os.path.join(r\"C:\\Users\\ChemeGrad2021\\Documents\\highsol\\final_results\", \"fastprop_5215_predictions\")\n",
+    "solprop_features: pd.DataFrame = pd.read_csv(os.path.join(_src_dir, \"solprop_fastprop_nonaq.csv\"))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "merged_fastprop = solprop_features.merge(fastprop_solprop_predictions, on=['solute_smiles', 'solvent_smiles', 'temperature'], how='left')\n",
+    "merged_chemprop = solprop_features.merge(chemprop_solprop_predictions, on=['solute_smiles', 'solvent_smiles', 'temperature'], how='left')\n",
+    "\n",
+    "# Calculate residuals for each model\n",
+    "merged_fastprop['squared_residual'] = (merged_fastprop['logS_true'] - merged_fastprop['logS_pred'])**2\n",
+    "merged_chemprop['squared_residual'] = (merged_chemprop['logS_true'] - merged_chemprop['logS_pred'])**2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def residual_cumsum(merged_fastprop, merged_chemprop, feature):\n",
+    "    \n",
+    "    #sort\n",
+    "    merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n",
+    "    merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n",
+    "\n",
+    "    # Calculate cumulative residuals\n",
+    "    merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n",
+    "    merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n",
+    "\n",
+    "    plt.figure(figsize=(12, 6))\n",
+    "    plt.subplot(1, 2, 1)\n",
+    "    plt.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'], label='Fastprop', color='blue')\n",
+    "    plt.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'], label='Chemprop', color='red')\n",
+    "    plt.title('Cumulative Residuals vs ' + feature)\n",
+    "    plt.xlabel(feature)\n",
+    "    plt.ylabel('Cumulative Residual')\n",
+    "    plt.legend()\n",
+    "    plt.tight_layout()\n",
+    "    plt.show()\n",
+    "    return"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 1200x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "residual_cumsum(merged_fastprop, merged_chemprop, 'solute_nHetero')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def avg_leeds(acetone, benzene, ethanol):\n",
+    "    # weight average of the three Leeds sets based on dataset size\n",
+    "    return (acetone * 324 + benzene * 397 + ethanol * 573) / (324 + 397 + 573)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Mean-guessing Baseline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "baseline_leeds_results_replicate_1 = [\n",
+    "    [1.0320014081273676, 1.0875248176306136, 1.1091777679417225],\n",
+    "    [1.0325258376586919, 1.0872600591835906, 1.1080953499322557],\n",
+    "    [1.0308492419162676, 1.08816756822006, 1.111677189423604],\n",
+    "    [1.02976675966675, 1.0888579361048114, 1.1141973522394397],\n",
+    "    [1.021339399908061, 1.1010218023082272, 1.1473382826518777],\n",
+    "    [1.0221185369543442, 1.0986609017501938, 1.141809300954433],\n",
+    "    [1.0225019277406213, 1.0977239087490607, 1.1395370151783468],\n",
+    "    [1.0220899620699544, 1.09873550081136, 1.1419881602473827],\n",
+    "    [1.0222431378250945, 1.0983438074719059, 1.1410457325647723],\n",
+    "]\n",
+    "baseline_solprop_results_replicate_1 = [\n",
+    "    1.0596170222892463,\n",
+    "    1.0600764961470845,\n",
+    "    1.0586118474168256,\n",
+    "    1.0576735265309962,\n",
+    "    1.0508416197744765,\n",
+    "    1.0513873189637901,\n",
+    "    1.0516714444019486,\n",
+    "    1.0513664732849264,\n",
+    "    1.051478785662978,\n",
+    "]\n",
+    "baseline_leeds_results_replicate_1 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_1]\n",
+    "\n",
+    "baseline_leeds_results_replicate_2 = [\n",
+    "    [1.052422398030413, 1.0842809409393421, 1.0810465219075338],\n",
+    "    [1.0530486422663659, 1.0843236276176862, 1.0804654896196446],\n",
+    "    [1.064468383274447, 1.0859364067664783, 1.071521257598125],\n",
+    "    [1.0328480796606656, 1.0871053127936603, 1.1074460132232844],\n",
+    "    [1.0230000912599797, 1.096652726348915, 1.1368763081943298],\n",
+    "    [1.0245445481857451, 1.0940293523336977, 1.1300182016614662],\n",
+    "    [1.0212861487880267, 1.1012153350103637, 1.1477803695122848],\n",
+    "    [1.0208575132856128, 1.1030212994054933, 1.1518341570312916],\n",
+    "    [1.0211629430491502, 1.1016853332714294, 1.148847573089719],\n",
+    "]\n",
+    "baseline_solprop_results_replicate_2 = [\n",
+    "    1.0780078824185026,\n",
+    "    1.0785820047588262,\n",
+    "    1.0891117763804756,\n",
+    "    1.0603593826020425,\n",
+    "    1.0520507888725492,\n",
+    "    1.053275357924502,\n",
+    "    1.0508065563047457,\n",
+    "    1.0505415374561158,\n",
+    "    1.0507269731853042,\n",
+    "]\n",
+    "baseline_leeds_results_replicate_2 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_2]\n",
+    "\n",
+    "baseline_leeds_results_replicate_3 = [\n",
+    "    [1.0215166973430607, 1.1235512304471333, 1.1921542511221856],\n",
+    "    [1.0217991646268632, 1.1249198031819254, 1.194595666675122],\n",
+    "    [1.0239560724975518, 1.1333071672586001, 1.2091233289934629],\n",
+    "    [1.0201727942507235, 1.1128534359527684, 1.1721816483048668],\n",
+    "    [1.0233218227930796, 1.0960304872408182, 1.1352966556576847],\n",
+    "    [1.0214832399933074, 1.1005243674424996, 1.1461946802387821],\n",
+    "    [1.0206116043329145, 1.1043663903924588, 1.1547766387412624],\n",
+    "    [1.0215336704417277, 1.1003579128415355, 1.1458095898675373],\n",
+    "    [1.022129004370582, 1.0986337554292627, 1.1417441420503431],\n",
+    "]\n",
+    "baseline_solprop_results_replicate_3 = [\n",
+    "    1.052564988307435,\n",
+    "    1.0529169783353587,\n",
+    "    1.0554616734762352,\n",
+    "    1.050599969987862,\n",
+    "    1.052300616683013,\n",
+    "    1.0509380897379963,\n",
+    "    1.0504109322604087,\n",
+    "    1.0509724636700106,\n",
+    "    1.0513949675839962,\n",
+    "]\n",
+    "baseline_leeds_results_replicate_3 = [avg_leeds(*l) for l in baseline_leeds_results_replicate_3]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Replicate 1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# fastprop-sobolev\n",
+    "fastprop_sobolev_solprop_results_replicate_1 = [\n",
+    "    1.0894436355257175,\n",
+    "    1.1721442132408688,\n",
+    "    1.0538208741900625,\n",
+    "    0.9496760013592687,\n",
+    "    0.9101050529427456,\n",
+    "    0.8612530334771499,\n",
+    "    0.8493672435150511,\n",
+    "    0.8206498066598069,\n",
+    "    0.8328533589756244,\n",
+    "]\n",
+    "fastprop_sobolev_leeds_results_replicate_1 = [\n",
+    "    [1.098086998274878, 1.0831588153410066, 1.000226309321898],\n",
+    "    [1.0933644479748381, 1.1135018525731564, 1.1959273540861242],\n",
+    "    [1.0588475452115977, 1.1067116846734186, 1.104706888814891],\n",
+    "    [0.9349734427543177, 1.121364118212081, 1.263639219792161],\n",
+    "    [0.825132921531389, 1.2484484596897076, 1.0482427090523379],\n",
+    "    [1.0321969058209788, 1.2057028634683329, 1.0318606682209734],\n",
+    "    [0.8578904310454997, 0.9761579273014561, 1.0291637648604577],\n",
+    "    [0.8927274052050455, 0.99315855296711, 0.9973063970262499],\n",
+    "    [0.8626893212359744, 0.9686162822954524, 0.9891065764318182],\n",
+    "]\n",
+    "fastprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_1]\n",
+    "# chemprop-sobolev\n",
+    "chemprop_sobolev_solprop_results_replicate_1 = [\n",
+    "    1.1497952565825045,\n",
+    "    1.0610892262698401,\n",
+    "    1.0555695600980208,\n",
+    "    0.9374059529391622,\n",
+    "    0.8831357715289297,\n",
+    "    0.8317885280848967,\n",
+    "    0.8224489219005123,\n",
+    "    0.8492062318078925,\n",
+    "    0.8306845218144837,\n",
+    "]\n",
+    "chemprop_sobolev_leeds_results_replicate_1 = [\n",
+    "    [1.1758190063792793, 1.0677919484098555, 1.0455104638627213],\n",
+    "    [1.0616109589273472, 1.086435521670648, 1.1309164613507312],\n",
+    "    [1.0618566445211848, 1.0926023306937676, 1.0485130420264637],\n",
+    "    [0.93367056236705, 1.1824316745577537, 1.2347912510551324],\n",
+    "    [0.8534371233233713, 1.1636187169234722, 1.120517972566954],\n",
+    "    [0.947122484604459, 1.132224499491962, 1.0214675389763208],\n",
+    "    [0.8733751637142293, 1.1091703852100927, 1.1400552829009736],\n",
+    "    [0.8327461279572382, 1.0850306511995536, 1.0545368211279638],\n",
+    "    [0.8181557795150924, 1.0234250400881229, 1.0474381772041559],\n",
+    "]\n",
+    "chemprop_sobolev_leeds_results_replicate_1 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_1]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Replicate 2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fastprop_sobolev_solprop_results_replicate_2 = [\n",
+    "    1.0530312142392055,\n",
+    "    1.01082443776922,\n",
+    "    1.0604352741699203,\n",
+    "    1.056171392349218,\n",
+    "    0.8838042929417375,\n",
+    "    0.8696819698320853,\n",
+    "    0.8263247385013266,\n",
+    "    0.8137702015159498,\n",
+    "    0.829800696975973,\n",
+    "]\n",
+    "fastprop_sobolev_leeds_results_replicate_2 = [\n",
+    "    [1.085687409051615, 1.0636411676026372, 1.0678980626063548],\n",
+    "    [0.9476257526131346, 1.1851077791567282, 1.0255855590307759],\n",
+    "    [1.1549872998006494, 1.107313039641634, 1.0242152715325532],\n",
+    "    [1.2250952651112454, 1.1985834949035263, 1.0317518597542947],\n",
+    "    [0.8459161637467256, 1.0548880421668188, 0.9910356989046806],\n",
+    "    [1.0189643692170085, 1.0691211427703733, 1.0185920870063536],\n",
+    "    [0.9509314040069956, 1.0156656771062087, 1.0221064792619077],\n",
+    "    [0.8548666252987315, 0.9626886334954792, 1.015161101069122],\n",
+    "    [0.8910725199883144, 0.9587493247998533, 1.0447551559335],\n",
+    "]\n",
+    "fastprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_2]\n",
+    "chemprop_sobolev_solprop_results_replicate_2 = [\n",
+    "    1.097217560426087,\n",
+    "    1.0027572632525492,\n",
+    "    0.974258844934736,\n",
+    "    0.942819322026133,\n",
+    "    0.8180057143683156,\n",
+    "    0.8585457222845644,\n",
+    "    0.8587530424030824,\n",
+    "    0.8351084920718321,\n",
+    "    0.8584380850342703,\n",
+    "]\n",
+    "chemprop_sobolev_leeds_results_replicate_2 = [\n",
+    "    [1.0948089576398645, 1.077160170903479, 1.045944752477498],\n",
+    "    [0.9868853446127274, 1.141529806875666, 1.20830475262909],\n",
+    "    [0.9657469213687935, 1.0704294403163352, 1.0492885576991346],\n",
+    "    [0.9825528047328009, 1.0375153400990733, 0.9874875500589523],\n",
+    "    [0.8873905789101989, 1.2196964707687488, 1.1730644397528451],\n",
+    "    [0.8914024685518382, 1.2216040906015468, 1.1472590780801453],\n",
+    "    [0.8736265845603066, 1.1441671532568576, 1.0690269169248159],\n",
+    "    [0.844797981584856, 1.0255509599186377, 1.010303946468873],\n",
+    "    [0.8397956559092257, 1.0187280808409849, 1.069262249982172],\n",
+    "]\n",
+    "chemprop_sobolev_leeds_results_replicate_2 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_2]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Replicate 3"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fastprop_sobolev_solprop_results_replicate_3 = [\n",
+    "    1.0735340463533358,\n",
+    "    1.0748311478358001,\n",
+    "    1.0005034004413407,\n",
+    "    1.0015664696436568,\n",
+    "    0.9373605942603657,\n",
+    "    0.8792684981171591,\n",
+    "    0.8522644201935042,\n",
+    "    0.8327109661841252,\n",
+    "    0.8314312929420118,\n",
+    "]\n",
+    "fastprop_sobolev_leeds_results_replicate_3 = [\n",
+    "    [1.0997668004928243, 1.1509695437844811, 1.0773525566319218],\n",
+    "    [1.0310579134991291, 1.1174735053890554, 1.1733326824641266],\n",
+    "    [0.9885269522900566, 1.2216113430153293, 1.131348827163996],\n",
+    "    [1.6732090777177318, 1.258854927727087, 1.0944202313065068],\n",
+    "    [1.0955278415997785, 1.0006046134422104, 1.0785887128891136],\n",
+    "    [0.9530448266136291, 0.9926829361254309, 1.1106648019774872],\n",
+    "    [0.8644083682827283, 1.004185154087811, 1.0850326519747846],\n",
+    "    [0.8534027812395503, 0.9583454248238386, 1.0429539736295064],\n",
+    "    [0.8530558009887815, 0.9777246405907664, 1.0544064910957893],\n",
+    "]\n",
+    "fastprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in fastprop_sobolev_leeds_results_replicate_3]\n",
+    "chemprop_sobolev_solprop_results_replicate_3 = [\n",
+    "    1.0432325749568507,\n",
+    "    1.0154006949148053,\n",
+    "    0.9487669818636513,\n",
+    "    0.9817818163851326,\n",
+    "    0.9013256254989784,\n",
+    "    0.892905237528099,\n",
+    "    0.8461729991998993,\n",
+    "    0.8096142296422029,\n",
+    "    0.8490784299941238,\n",
+    "]\n",
+    "chemprop_sobolev_leeds_results_replicate_3 = [\n",
+    "    [1.0146586359977483, 1.0865769341874074, 1.1269892770592103],\n",
+    "    [1.024397294822305, 1.1751097975592188, 1.124628703213362],\n",
+    "    [0.9602975242743451, 1.2405920524636158, 1.1533060193313955],\n",
+    "    [0.9964318042149054, 1.2029450025157578, 1.08050080122522],\n",
+    "    [1.021758501189939, 1.1387094584511106, 1.1744960252898953],\n",
+    "    [0.9219943510549928, 1.0952324992343274, 1.1841192113492767],\n",
+    "    [0.8657208570376359, 1.0233809403496643, 1.0788230710135829],\n",
+    "    [0.8397682880017594, 1.0064802116554226, 1.0910553235957072],\n",
+    "    [0.7815839660728953, 0.9857042623579297, 0.990922539361896],\n",
+    "]\n",
+    "chemprop_sobolev_leeds_results_replicate_3 = [avg_leeds(*l) for l in chemprop_sobolev_leeds_results_replicate_3]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# average across the replicates\n",
+    "baseline_solprop_results = np.mean(\n",
+    "    [\n",
+    "        baseline_solprop_results_replicate_1,\n",
+    "        baseline_solprop_results_replicate_2,\n",
+    "        baseline_solprop_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "baseline_solprop_results_stdev = np.std(\n",
+    "    [\n",
+    "        baseline_solprop_results_replicate_1,\n",
+    "        baseline_solprop_results_replicate_2,\n",
+    "        baseline_solprop_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "baseline_leeds_results = np.mean(\n",
+    "    [\n",
+    "        baseline_leeds_results_replicate_1,\n",
+    "        baseline_leeds_results_replicate_2,\n",
+    "        baseline_leeds_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "baseline_leeds_results_stdev = np.std(\n",
+    "    [\n",
+    "        baseline_leeds_results_replicate_1,\n",
+    "        baseline_leeds_results_replicate_2,\n",
+    "        baseline_leeds_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "chemprop_sobolev_solprop_results = np.mean(\n",
+    "    [\n",
+    "        chemprop_sobolev_solprop_results_replicate_1,\n",
+    "        chemprop_sobolev_solprop_results_replicate_2,\n",
+    "        chemprop_sobolev_solprop_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "chemprop_sobolev_solprop_results_stdev = np.std(\n",
+    "    [\n",
+    "        chemprop_sobolev_solprop_results_replicate_1,\n",
+    "        chemprop_sobolev_solprop_results_replicate_2,\n",
+    "        chemprop_sobolev_solprop_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "chemprop_sobolev_leeds_results = np.mean(\n",
+    "    [\n",
+    "        chemprop_sobolev_leeds_results_replicate_1,\n",
+    "        chemprop_sobolev_leeds_results_replicate_2,\n",
+    "        chemprop_sobolev_leeds_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "chemprop_sobolev_leeds_results_stdev = np.std(\n",
+    "    [\n",
+    "        chemprop_sobolev_leeds_results_replicate_1,\n",
+    "        chemprop_sobolev_leeds_results_replicate_2,\n",
+    "        chemprop_sobolev_leeds_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "fastprop_sobolev_solprop_results = np.mean(\n",
+    "    [\n",
+    "        fastprop_sobolev_solprop_results_replicate_1,\n",
+    "        fastprop_sobolev_solprop_results_replicate_2,\n",
+    "        fastprop_sobolev_solprop_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "fastprop_sobolev_solprop_results_stdev = np.std(\n",
+    "    [\n",
+    "        fastprop_sobolev_solprop_results_replicate_1,\n",
+    "        fastprop_sobolev_solprop_results_replicate_2,\n",
+    "        fastprop_sobolev_solprop_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "fastprop_sobolev_leeds_results = np.mean(\n",
+    "    [\n",
+    "        fastprop_sobolev_leeds_results_replicate_1,\n",
+    "        fastprop_sobolev_leeds_results_replicate_2,\n",
+    "        fastprop_sobolev_leeds_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "fastprop_sobolev_leeds_results_stdev = np.std(\n",
+    "    [\n",
+    "        fastprop_sobolev_leeds_results_replicate_1,\n",
+    "        fastprop_sobolev_leeds_results_replicate_2,\n",
+    "        fastprop_sobolev_leeds_results_replicate_3,\n",
+    "    ],\n",
+    "    axis=0,\n",
+    ")\n",
+    "# other lines for the plot\n",
+    "training_size = [\n",
+    "    20,\n",
+    "    50,\n",
+    "    100,\n",
+    "    200,\n",
+    "    500,\n",
+    "    1000,\n",
+    "    2000,\n",
+    "    3500,\n",
+    "    5215,\n",
+    "]\n",
+    "lower_experimental_limit = [0.7] * len(training_size)\n",
+    "upper_experimental_limit = [1.0] * len(training_size)\n",
+    "vermeire_leeds = [avg_leeds(2.1720, 1.9709, 2.1013)] * len(training_size)\n",
+    "vermeire_solprop = [1.4775] * len(training_size)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<Figure size 640x480 with 0 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAowAAAH2CAYAAAD6Yt3sAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjYuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8o6BhiAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd3yN1x/A8c/N3pMkYiQkRoIiVGJvYsQeUbGqdlCUij1ao1XaGq3+VFHVmrVHEbP2jE2MxIiRTXZyz++P9N667k0kZKDn/XrdF85znuec57nXzTdnKoQQAkmSJEmSJEnKgl5hV0CSJEmSJEl6u8mAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZIkSZKkbMmAUZIkSZIkScqWDBglSZLeQ0IIIiMjuXv3LpGRkQghCrtKklQgFAoFlSpVKuxqvHdkwChJkvQeiY2N5bvvvqNCubIULVqU0qVLU7RoUSqUK8t3331HbGxsYVdRJ4VCkeXL1dU1X8uOj49nz549+VqG9K/IyEgmT56Mt7c3Dg4OGBgYYGdnh4+PT769D8uXL9f6XJmbm1O5cmWCgoKIjo7Ol3LfJwaFXQFJkiQpb+zevZuunTuTmJhAvVImdK9rjaWRgmepgkP3H/LZqJFMnjiRtevX06JFi8KurhY7Ozu6d++ulW5vb5+v5To4OODu7s6lS5fytRwJLly4QPPmzXny5AlVq1alVatWpKWlERYWxsmTJzlx4gTNmjXLt/Lr1KlD1apVUSqVPHjwgJMnTzJ79mx+++03jhw5QqlSpfKt7Hfdfzpg3L59O3fu3CEwMLCwqyJJkvRGdu/eTZvWralRzJAxze2xM9XXON7QxYRoL3O+PvmcNq1bs2379rcuaCxWrBgLFy4s8HJTUlIKvMz/IiEE3bt3JyYmho0bN9KhQweN4w8ePCAiIiJf69C+fXs+++wz9b+Tk5MZNmwYS5cu5dNPP2Xjxo35Wv677D/ZJZ2UlMTIkSPx8/PL0y+nJ0+esHDhQvz8/HB1dcXCwgJjY2OcnZ3x8/Nj2bJlJCcn51l5kiRJkNkN3bVzZ2oUM+SLelZawaKKnak+X9SzokYxQ7p27vzWdk+/j9LT0wu7CoXuypUrXL16FV9fX61gEaB48eLUqFGjQOtkYmLCwoULsbS0ZPv27a/85SEjI6OAavb2+c8FjJs3b8bT05Nvv/02TweBr169mtKlSzNs2DC2bdtGWFgYCQkJpKamEhERwbZt2+jXrx+VK1fmzJkzeVauJEnSihUrSExMYExNC/T1FNnm1ddT8FlNCxITE1i5cmUB1TDvnD59mt69e+Pq6oqRkRG2tra0b9+e69eva+V9+vQp48ePx8PDA1NTUxwcHGjdujXh4eEAuLq6olBkPq/Lly+rx7b16dNHfY0XJ1D8/PPPVKlSBVNTU5ycnOjfvz9PnjzRKld1TkJCAn369MHKykorENq1axdt2rShaNGiGBkZUbJkSfr27UtoaKjW9aZOnYpCoWD9+vWEh4cTEBCAg4MDZmZmfPjhh6xZsybXz/H48eN06dKFYsWKYWRkhJOTE126dOHs2bNaeVXj/+bOncuDBw8ICAigaNGimJmZ0ahRI53n6PL8+XONP3MqKiqKoKAgPD09MTMzw9LSEh8fH3766SeUSmWurqWLsbEx5cqVIzU1laioKAAOHDiAQqEgMDCQmzdv0rhxY4yMjBg9erT6vLS0NBYvXkzt2rWxtrbG1NQUDw8PJkyYQFxcnFY5DRs2RKFQEBkZyeHDh2nSpAlWVlZYW1vTqlUrzp0798b3kp/+MwHjjh07qFWrFu3bt+fu3bt5fv2QkBASExPR19fHx8eHwYMHM2HCBIYNG0a9evXUX0qhoaE0a9ZM55eCJEn/LUIIMpIT3uiVnvScxQu+p15J4yxbFl9mb6pPvZImLPr+O9KTnr922QU98zolJYWaNWuyfv16PD096dWrF2XLlmXz5s3Ur19f/cMeICYmhgYNGjBr1iycnJz46KOPqFq1KsHBweqAsXfv3gwdOhTIHD85dOhQhg4dStOmTbXKnjBhAiNGjMDd3Z0ePXpgaWnJ0qVLqVu3bpYttYMGDeL48eN07dqVKlWqqNPHjh1Ly5YtOXToEPXq1aN3796UKFGC5cuX4+XlxdGjR3Ve7/79+9SsWZOLFy/Srl07mjZtyoULF/D392fRokU5fo4LFy6kTp06bN26lerVq9OnTx8qVqzIhg0b8PHx4c8//9R5XmRkJD4+PoSGhuLn54ebmxsHDhygcePGPHjw4JXlVq5cGWtraw4ePMiGDRtyVNfr169TtWpVZs+ejZGRER999BGtWrXixo0bDBw4EH9//zz5HD58+BA9PT1sbW010lNTU/H19UWpVBIQEICzszMAiYmJNGvWjKFDhxIeHk7btm3x9/cnNTWVmTNnUqtWLZ4+faqzrB07dtC0aVMUCgX+/v5UrlyZnTt3UrduXU6dOvXG95JvxHtu0qRJokyZMgJQvxwcHNR/L1++fJ6UM2HCBDFs2DARHh6u8/jFixc16tG+ffs8KVeSpHdXetJzsb+H4xu9NnUqKgAxpa51rs6bXNdaAGJT56KvXXZ60vM8exaAqFixYrZ5kpOTxYABA0RUVJRGekBAgADEvHnz1GkzZswQgJg9e7ZG3oiICPHkyZMclw0IMzMz4e7uLsLCwtTpaWlpwt/fXwBi1KhRWufY2NiIBg0aiOTkZI1jf/zxhwBE1apVxaNHjzSOrV69WgCiVKlSIiUlRZ0+ZcoUAQgLCwvx5Zdfapxz8uRJYWpqKkxNTbWup8vff/8t9PT0RKlSpcSNGzc0jgUHBwsTExNhZWUlHj9+rE7/5ZdfBCCMjIzEjBkz1Onp6emiY8eOAhDjxo17ZdlCCPHbb78JhUIhFAqF+Pjjj8W9e/eyzJueni4qVqwoAPHjjz9qHIuOjhY+Pj46j+l6P1X38PXXX2uVs3nzZgGIhg0bqtP2798vAGFvby/GjBmjdc6gQYMEIHr37q3xHqenp4shQ4YIQPj7+2uc06BBA/U19+3bp3FswYIFAhBeXl5ZPo/C9t63MM6YMYPbt2+r/92zZ0927dqV5+VMnDiR77//npIlS+o8XqlSJf744w/1v7dv3058fHye10OSpP+WpPTM1hVLo+y7ol+myp+U9vasz/hit/CLr2+//RbI7DpcsmQJdnZ2Gud98sknABpdo48ePQKgWrVqGnmdnJwoWrRoruqVmJjI/PnzNWbQGhgYMH/+fExMTHR27cfGxjJp0iSMjY010mfOnIlCoWDp0qU4OjpqHOvevTvt27cnPDycTZs2aV2zQoUKBAUFaaR9+OGHDBw4kKSkJNatW/fKe5kzZw5KpZL58+dTtmxZjWONGjVi0KBBxMfHs3z5cq1zy5Qpo1G+vr4+48ePB+DIkSOvLBvgo48+YvPmzRQpUoRly5bh7u7O6NGjiYmJ0cq7ZcsWLl++jJ+fHwMHDtQ4Zmtryw8//IBCoeC7777LUdkvSk1N5ebNm8yePZuAgABMTEz46quvtPIlJyczceJEjbQnT57w888/4+TkxOLFizXeY319fb755huKFSvG2rVrdU7i6dOnD40bN9ZICwwMpFq1apw9e/atna3/n5kl7evry5QpU/Dx8cmXLmkTE5NX5vnwww9xdXXl7t27pKWlcffuXT744IM8r4skSe8GPWMz6i299UbXiIyMhM2uPEvNXeCnyt940ZnXXrZGz9jstc7LSlbL6lStWlUrLTExkdDQUEJDQzlx4gSAxrgxb29vFi1aRFBQEK6urpQrV+6162ViYkLr1q210p2cnNRdyPfu3dNoMDA2NtYKCp48eUJISAg1atSgevXqOsvq1asXmzZt4siRI3Tt2lXjWMeOHdXDm17UqlUrvv3221eOgVMqlQQHB1O0aFE6duyYZfnffvstR44cYezYsRrHmjVrhr6+5rCHihUrAvD48eNsy36Rn58foaGhfPXVV3z77bfMmzeP3377jdWrV2s8M9WajC8HiypVq1alcuXKhISEEBUVlaPP8ZgxYxgzZoxGWokSJVi5ciUffvihVv46depgZWWlkXbgwAHS0tIICAjAzEz7/4CJiQldunTh+++/59ixY1rPulOnTjrr1rJlS86dO8e5c+feyoXH3/uAccqUKfj7+1OhQoXCrgoAzs7O6oBVT++9b+CVJCkbCoUCfRPzN7qGQ3Ezyrm7cej+Qxq6vPoXV5XD91Ip5+5GUeeSOoOQwpCTZXX+/PNP5s2bx/Hjx9Uzj1VBzIsTIAICAjh06BBLly7Fw8ODVq1aMXLkSK0gLidcXFyyfEaqIDE6OlojYHR2dtY6JywsDAB3d/csy1ItUq6rZap06dKvrEN2oqKieP78ebbBSHbl6+pBMzExwczMjNTU1GzLfpmVlRVffPEFw4cPJygoiGXLltG8eXP2799PvXr1gJw/r5CQEB49epSjgFG1DqOenh52dnZUr16dFi1aYGRkpDN/8eLFtdIK+30sLO99xDJ16tS3JlgE1INgDQwMKFOmTCHXRpKkd51CoWBI4DAOhycTnZSzJT+ikjI4fC+ZocOGvzXBYk4sXryYjh078vTpU7788kv27dvH3bt3uXHjhlZehULB//73P44ePUr79u3ZuXMnTZo0wd/fP9dL3BgYZN22oupKNTU11UjX1fKkKje766kaEnQ1KGR1XlZ1yOvys/qsvMlnyMHBgZ9//pkff/yRjIwMPv744zyrry7t27dn4cKFfP/990ydOhU/P78sg0V4O9/HwvLeB4xvk0uXLnHz5k0AmjdvrvODKEmSlFu9e/fGzCxzUe4MZfZd0xlKwTcnEzAzM6dXr14FVMO8MWXKFBwdHTl16hRjx46lcePGuLi4ZLueZK1atdiwYQPXr1+nTp06rFmzRj0mMqdenH39stu3b2NgYJDl+PUXqWbYZrdKxp07dwB0boeYVT1U4/Rf1QhRpEgRjIyMXrv8/DRw4EA8PDwIDQ1VL1WU0+elr69PiRIlCqSeUPjvY2GRAWMBefLkCT179gTAyMiImTNnFnKNJEl6X9jY2LB2/XpOR6Qx8XA8UVm0NEYlZTDxcDynIlJZt2EDNjY2BVvRNxAZGUlkZCSenp5YWlpqHDt06NArz3dzc2PJkiU68+vr62e7YPOjR4+4du2aVvrhw4cJDQ2lVq1aOWoVcnFxoUyZMpw8eTLLiQ2//fYbgM7t8fbv36/znGXLlgG8srvd0NCQunXr8ujRI3bu3Jnr8vObalFsVWOK6n5U9/eyS5cuERISgo+Pj9ZnIj+p1lNcvXq1zs9NSkoKGzZswMzMjDp16mgd1/U+Pn/+nPXr12NmZoa3t3e+1PtNyYAxn6SlpfH06VOOHDnChAkTqFChAufPn8fKyoqNGzdqrMklSZL0plq0aMG27du5EmuA/6Yoph+JZ39YMqcjUtgflsz0I/H4b4riSqwB23fsoHnz5oVd5VyxtbXF2NiY8+fPayyWfeHCBb788kut/Nu3b9eaeasaP/7yLGlnZ2fu3bunc6auSr9+/TRahqKjoxk5ciQAo0aNyvF9jB07FqVSSb9+/TInLL1g/fr16rUQda0FuXbtWlavXq2RtnLlSoKDg6latSqNGjV6ZfmqCR/Dhg1Tt4KpHDlyhMWLF+Pq6kpAQECO7ymnjh07xvTp03W2CP/666/cuHGD+vXrY2FhAUDXrl1xdXVl3bp1rFixQiN/XFwcgwcPRgihNYs5v7m4uNCtWzfCw8MZMWIEaWlp6mNKpZJx48Zx//59hg8frjVhBmDy5MmEhISo/52RkcGoUaOIjY2lf//+BRr85kphr+tTGO7cuZPn6zCq6Ovra6z5qHrZ2tqKoUOHZrvm1MuSk5NFXFyc+hUbGyuePHkilEplntZZkqT3R0xMjPjuu+9EOXc3je+gcu5u4rvvvhOxsbGFXUWdyME6jKr17RwcHESvXr1Eq1athLGxsQgKChKAaN26tTpv7969hZmZmWjdurUYMGCAaNeunTAxMREODg7i5s2bGtdVralXvnx50bdvXzF16lSNerm7uwsvLy9RtGhR0aVLF9GjRw9hb28vANG/f/9c30vv3r0FIKysrETnzp1F//79Re3atQUgypQpI+7evauRX7UOY9euXQUgatWqJT7++GNRt25d9c+XixcvZvvsXjR58mQBCBMTE+Hn5ycGDBggmjRpIvT09ESRIkXE2bNnNfJnt4ahEEKYm5sLFxeXV5arWtvQxMRE1K9fX3z88cciICBAVK1aVQDC0dFRXLlyReOc06dPCzs7OwGIatWqiU8++UT4+/urn//06dO1ytH1/F91D1nVdejQoTqPR0dHq+tdsmRJ0atXL9G3b1/h7u4uANGyZUuNtTSF+Hcdxm7dugljY2Ph6+srPv74Y1GuXDn1Gozx8fE5ql9hkAFjAQWMnp6eYtCgQeLvv//O8bVUXxIvv+Li4vK0zpIkvX+USqWIjIwUd+7cEZGRkW/9L5o5CRiTkpLExIkTRZkyZYSJiYmoVKmSWLVqlfo7/cWAcd++faJFixbC0dFRmJiYCDc3NzF48GBx69YtrevGxMSog0BLS0sxa9YsrXpFR0eLfv36CXt7e2FiYiKqVasmfvrpJ53P9VX3olQqxa+//irq1q0rLC0thbGxsShfvrwICgoS0dHRWvlVPwvWrVsn/vzzT1GtWjVhbGwsHBwcREBAgLh9+3a2z02X7du3i+bNmwsbGxthZGQkSpcuLQIDA8WDBw+08uZVwPjs2TPx1VdfiUaNGomiRYsKAwMD4ejoKGrUqCGCgoI0Fgt/UXh4uBg0aJAoVaqUMDQ0FHZ2dqJly5bir7/+0pm/IAJGIYR4/vy5mDFjhqhUqZIwMTERFhYWwtvbW/zwww8iPT1dK78qYHz8+LGYOXOmcHV1VT/7cePGiWfPnuWoboVFIUQB7+30Frh79656Wnv58uV1jk15XdOnT0epVJKWlsazZ8+4ffs2p0+f1lijqmPHjvzyyy86m6pflJKSojE+Ij4+npIlSxIXF/fKcyVJkqQ3p1AoqFixYqEupjx16lSmTZvGunXr6Ny5c6HVQ3ozDRs25ODBgzx9+pQiRYoUdnVy7b1fh7GgTZ48WStNqVTy119/8dlnn3H58mU2btzI48ePCQ4OznY6v7GxsdYuAZIkSZIkSQVNTnopAHp6evj6+nL06FH1jgV///13rjaLlyRJkiRJKiwyYCxAVlZWzJ8/X/1v1RIPkiRJkiRJbzMZMBawF5cMuH79Os+ePSvkGkmSJEmSJGVPTnrJ40kvOVGmTBn1+lcRERE4OTnl6Lz4+Hisra3lpBdJkiRJkgqUbGEsYEII9WKtenp6WgvISpIkSZIkvW1kwFjADh48qO6G/vDDD9HX1y/kGkmSJEmSJGVPBox54Pz58yQnJ78yX2JiIqNHj1b/W7W3tCRJkiRJ0ttMBow5kJKSQqdOnbC0tKRr166kpqZqHN+0aRNeXl6sWbOG9PR0nde4ePEijRs35uzZswBUrFiRAQMG5HvdJUmSJEmS3pRcuDsHfv31VzZu3AjAunXraNGiBf369dPIc/XqVfz9/bGxsaF+/fqULl0aCwsLoqKiOH36NKdPn1bnLVGiBNu2bcPQ0LBA70OSJEmSJOl1yIDxNSgUCo1/ly5dGn19fTIyMoiNjWXLli1ZntuxY0d+/PFHOdlFkiRJkqR3hgwYc6Bnz57s3LmTv/76i5YtWxIQEKBxvHfv3tStW5fVq1dz8OBBrl69SkxMDOnp6dja2uLm5ka9evXo2bMnlSpVKqS7kCRJkiRJej3/yXUY31VyHUZJkiRJkgqDnPQiSZL0ntq6dSvuZVzZunVrYVdFkqR3nGxhfIfIFkZJknIqMTERjwrluH//ASVKFOfqtRuYmZkVdrUkSXpHyRZGSZKk99CsWbOIeBjBzAY2RDyMYPbs2YVdJUl6J8ydOxeFQsHy5csLuypvFRkwSpIkvWdCQ0P5as4c/D1M8S5ujL+HKV/NmU1oaGhhVy1LCoUiy5erq2u+lh0fH8+ePXvytQwp09SpU1EoFKxfv76wqyLlkpwlLUmS9B4RQjAsMBA7EwUfVTQH4KOK5uwJT2P4sGFs37FDa2mwt4WdnR3du3fXSre3t8/Xch0cHHB3d+fSpUv5Wo4kvctkwChJkvQe2bJlC7t272ZGfWtMDDIDQxMDBUOrmjJp1y62bt1K27ZtC7mWuhUrVoyFCxcWeLkpKSkFXqYkvWtkl7QkSdJ7IjExkeHDhuJTwpQ6JYw1jtUpYYx3cROGBQ4hMTGxkGr435XVtrGS9K6QAaMkSdJ7QjXRJdDLTKvbWaFQMKy6+Ts/Aeb06dP07t0bV1dXjIyMsLW1pX379ly/fl0r79OnTxk/fjweHh6Ympri4OBA69atCQ8PB8DV1VX9nC5fvqweM9mnTx/1NRQKhXrDhZ9//pkqVapgamqKk5MT/fv358mTJ1rlqs5JSEigT58+WFlZUaNGDY08u3btok2bNhQtWhQjIyNKlixJ3759dY4zfXHcX3h4OAEBATg4OGBmZsaHH37ImjVrcv0cjx8/TpcuXShWrBhGRkY4OTnRpUsXzp49q5V3+fLlKBQK5s6dy4MHDwgICKBo0aKYmZnRqFEjnefkld27d9O4cWOsrKywsLCgXr167Nq1S2fe5ORkvvjiC8qXL4+xsTFOTk58/PHHPHz4UGf+8+fP06FDB+zt7TEzM8PHx4edO3dmWZewsDACAwMpW7YsJiYmFCtWjK5du/Ls2bM8ude3neySliRJKiRCCJQpedPaF3rrFl/NmY2/hynFLXV/tRe3NFBPgOnRrTPubm5vVKaesXZgmp9SUlKoWbMmpqamNGjQgKZNmxISEsLmzZs5duwYV65cUY93jImJoUGDBly9epWGDRtSu3Zt7t27R3BwMOHh4ZQqVYrevXsTFRXFokWLNMZP+vj4aJU9YcIEvvvuO1q0aMGHH37IwYMHWbp0KQcPHuTkyZPY2NhonTNo0CBOnTpF165dSUtLU6ePHTuWr7/+GktLS5o2bYq9vT2XLl1i+fLlbNiwgV27dlG7dm2t692/f5/AwEAcHR1p164djx8/ZteuXfj7+xMZGcnQoUNz9BwXLlzIiBEjMDQ0pGnTpjg7O3Pr1i02bNjA5s2bWbNmDR06dNA6LzIyEh8fH4oXL46fnx+nTp3iwIEDNG7cmMuXL1O8ePEclZ9T8+fPZ9SoUdja2tKiRQvS09PZu3cvrVq1YvXq1fj7+6vzJiQk0Lx5c44ePYqnpyf+/v7cvHmTX375hX379nH69GmNLXl3795Nu3btSE9Pp0mTJhQvXpyzZ8/Spk0bmjVrplWXu3fvUqtWLZ4+fUqLFi2oV68et27dYuPGjcybNw9LS8s8vfe3kpDeGXFxcQIQcXFxhV0VSZLyQHrSc7G/h+Mbv4I/chDezkbCyVxP7OzmkG3end0chKO5nvB2NhLBH2Wf91Wv9KTnefYsAFGxYsVs8yQnJ4sBAwaIqKgojfSAgAABiHnz5qnTZsyYIQAxe/ZsjbwRERHiyZMnOS4bEGZmZsLd3V2EhYWp09PS0oS/v78AxKhRo7TOsbGxEQ0aNBDJyckax/744w8BiKpVq4pHjx5pHFu9erUARKlSpURKSoo6fcqUKQIQFhYW4ssvv9Q45+TJk8LU1FSYmppqXU+Xv//+W+jp6YlSpUqJGzduaBwLDg4WJiYmwsrKSjx+/Fid/ssvvwhAGBkZiRkzZqjT09PTRceOHQUgxo0b98qyX7yXdevWZZvv6NGjQk9PT3zwwQfiwYMH6vRr164JW1tbYWdnJxITE9XpgwcPFoD4/PPPRUZGhjr9q6++EoAYNGiQOi0mJkYULVpUmJmZicOHD2uUO2vWLAEIQPzyyy/q9H79+glA/PHHHxr5b926JRISEnJ07+862SUtSZL0jguPz+DEw1TalTNTT3TJiomBgnZlzTjxMJXw+IwCqmHOvNgt/OLr22+/BcDY2JglS5ZgZ2encd4nn3wCoNE1+ujRIwCqVaumkdfJyUmjpSknEhMTmT9/PqVKlVKnGRgYMH/+fExMTFi5cqXWObGxsUyaNAljY82xpDNnzkShULB06VIcHR01jnXv3p327dsTHh7Opk2btK5ZoUIFgoKCNNI+/PBDBg4cSFJSEuvWrXvlvcyZMwelUsn8+fMpW7asxrFGjRoxaNAg4uPjda5BWKZMGY3y9fX1GT9+PABHjhx5Zdm5oarnypUrcXZ2VqeXL1+eYcOGER0dre6afvLkCUuXLqV69erMnDkTPb1/Q5vRo0fj6urK77//jvhnn5IVK1bw9OlTBg8eTN26dTXKHTdunM7W3aw+T2XKlPnPLIgvu6QlSZIKiZ6xGfWW3nrj69QVgj/adWDz8UO0f0XQmJwu2HIrlZbNm9Fj7cY36lLWM87bH5RZLatTtWpVrbTExERCQ0MJDQ3lxIkTAMTFxamPe3t7s2jRIoKCgnB1daVcuXKvXS8TExNat26tle7k5ISXlxdHjx7l3r17lCxZUn3M2NiYxo0ba+R/8uQJISEh1KhRg+rVq+ssq1evXmzatIkjR47QtWtXjWMdO3bU+X61atWKb7/9lnPnzmV7H0qlkuDgYIoWLUrHjh2zLP/bb7/lyJEjjB07VuNYs2bN0NfX10irWLEiAI8fP8627NzIyMhg7969eHh4UKVKFa3jqs9DSEgIHTp0YP/+/aSlpdG1a1eNYBFAT0+PDz74gC1bthAeHo6Liwv79u0D4OOPP9ZZfsOGDTl69KhGmre3N9u3b2fYsGH88ssvGkHsf4UMGCVJkgqJQqFA38Q8T661YPEPVPT0ZPXlBD6uYpFlvtWXE4hJESxY/AMGplnnKww5WVbnzz//ZN68eRw/flw981gVxCiVSnW+gIAADh06xNKlS/Hw8KBVq1aMHDlSK4jLCRcXlywDa1WQGB0drREwOjs7a50TFhYGgLu7e5ZlqRYpj4iI0DpWunTpV9YhO1FRUTx//lw9iSe35b94fyomJiaYmZmRmpqabdm5ERkZSUJCAlevXs32FxrV/d69exeAzz//nM8//zzb/C4uLty+fRvI+nna2tpqpX322WecPHmSbdu2Ubp0aTp37syoUaOyDPzfRzJglCRJeg+4u7sz9vPPmTNrJi3KmOic+HI/Pp0/riYxbvwE3N5wwkthWLx4MUOHDqV8+fJ8+eWX1KhRAzc3NzIyMrTuR6FQ8L///Y+PP/6YuXPnsnnzZrZt20a3bt1YtWoVBgY5//GXXd6YmBgATE1NNdJ1dVOqAtzsrqdqIXu5pSy787KqQ16Xn1XwltcTn1SBf4kSJWjXrl2W+VTdyar8zZo1y7YlWTUhKiUlBQMDA4yMjHTm07UEkqmpKVu3bmXXrl188803rF69mt9//51PP/2UefPm5ezG3nEyYJQkSXpPBAUFsXLFLyw4E8WsBlYaP8iFECw8m4CzszPjxo0rxFq+vilTpuDo6MipU6c0ZqVmt6xLrVq12LBhA7du3aJ3796sWbOGGjVq8Nlnn+W43KioqCyP3b59GwMDA52tby9TdWNmt0XjnTt3AHRuh5hVPVQtZmXKlMm2/CJFimBkZPTa5RcUe3t7DAwMsLS0zNFC7k5OTgA0bdpUqxs9q+uHhoby4MEDjXGpKqpnoIuvry++vr6cP3+e7t27M3/+fGrXrk3nzp1fWe67Tk56kSRJek+YmZnx/YJFnHiQzN/3NXcv+ft+CiceJPP9wkXv5CD9yMhIIiMj8fT01FrC5NChQ688383NjSVLlujMr6+vn+1uL48ePeLatWta6YcPHyY0NJRatWq9snUPMru2y5Qpw8mTJ7PchvC3334D0Lm0y/79+3Wes2zZMoBXdrcbGhpSt25dHj16lOV6g9mVX1CMjIyoXr06N2/e5NatV4/xrVWrFkCW6zO+TNWNvHbtWq1jycnJ2a7FqFK1alXmzp0L5Ozz9z6QAaMkSdJ7pG3btvi2aMGic0kkp2fOCk1OFyw6l0RLX1/8/PwKuYavx9bWFmNjY86fP6+xWPaFCxf48ssvtfJv375d3VWrohrr9vIsaWdnZ+7du6eV/0X9+vXTaOGLjo5m5MiRAIwaNSrH9zF27FiUSiX9+vUjMjJS49j69evZsGEDPj4+NG3aVOvctWvXsnr1ao20lStXEhwcTNWqVWnUqNEryx8zZgwAw4YN02pJO3LkCIsXL8bV1ZWAgIAc31N+GDhwIOnp6fTp00c9Q1nl6dOn6pnzkDl7vH79+uzfv59Zs2ZpjGUF+Pvvv9mxY4f636qF2WfPns3Vq1fV6Uqlks8++0znYuwbN27U2iEpq8/Te6uw1/WRck6uwyhJUk7cvHlTGBkaip6VzMX+Ho6iZyVzYWxkKEJDQwu7alkiB+swDhkyRADCwcFB9OrVS7Rq1UoYGxuLoKAgAYjWrVur8/bu3VuYmZmJ1q1biwEDBoh27doJExMT4eDgIG7evKlx3UGDBglAlC9fXvTt21dMnTpVo17u7u7Cy8tLFC1aVHTp0kX06NFD2NvbC0D0798/1/fSu3dvAQgrKyvRuXNn0b9/f1G7dm0BiDJlyoi7d+9q5FetXdi1a1cBiFq1aomPP/5Y1K1bVwDC1tZWXLx4Mdtn96LJkycLQJiYmAg/Pz8xYMAA0aRJE6GnpyeKFCkizp49q5FftQ7j119/rfN65ubmwsXFJUdlq+6lcuXKokmTJlqvxYsXCyGEUCqVolOnTgIQ1tbWomXLlqJ///6iefPmwsTERFSvXl3jujdu3BCOjo4CEOXKlRPdu3cXffr0EZUrVxaAWLBggUb+kSNHqp9Bhw4dxCeffCLKly8vSpUqJT7//HOtdRgbNGggbGxsRIcOHcSAAQNEixYthL6+vihXrpx4+vRpju79XScDxneIDBglScqpiRMnCkN9PTG7oY0w1NcTkyZNKuwqZSsnAWNSUpKYOHGiKFOmjDAxMRGVKlUSq1atEnfu3NEKGPft2ydatGghHB0dhYmJiXBzcxODBw8Wt27d0rpuTEyMOgi0tLQUs2bN0qpXdHS06Nevn7C3txcmJiaiWrVq4qeffhJKpTLX96JUKsWvv/4q6tatKywtLYWxsbEoX768CAoKEtHR0Vr5X1zs+s8//xTVqlUTxsbGwsHBQQQEBIjbt29n+9x02b59u2jevLmwsbERRkZGonTp0iIwMFBjkWyV/AgYs3qNGDFCnTc9PV0sWLBAVKtWTZiamgoTExNRoUIFMWLECBEeHq517fv374sBAwaIEiVKCAMDA2FjYyPq1asnfvjhB5GWlqaRV6lUisWLF4tKlSoJY2Nj4ejoKPr27SsiIiLE119/rRUwrlu3TtSvX1/Y29sLU1NTUaFCBfH555/naLH094VCiH9WspTeevHx8VhbWxMXF4eVlVVhV0eSpLdYYmIiHhXKcf/+A0qWKMGVa9ffybGLhU2hUFCxYsUsxxwWhKlTpzJt2jTWrVv3n5hcIb2d5BhGSZKk95CZmRkLF/1AaVcXFixaLINFSZLeiFxWR5Ik6T3l5+f3zk5ykSTp7SJbGCVJkiRJkqRsyYBRkiRJkiRJypac9PIOkZNeJEmSJEkqDLKFUZIkSZIkScqWnPQi5VpERAQRERG5Pq9YsWIUK1YsH2okSZIkSVJ+kgGjlGtLlixh2rRpuT5vypQpTJ06Ne8rJEmSJElSvpJjGN8hb8sYxqxaGK9evUpAQACrVq3Cw8ND67hsYZQkSZKkd5NsYZRy7VWBn4eHB15eXgVYI0mSJEmS8pOc9CJJkiRJkiRlSwaMkiRJkiRJUrZkwChJkiRJkiRlSwaMkiRJkiRJUrZkwChJkiRJkiRlSwaMkiRJ0jtp6tSpKBQK1q9fX9hVkd5DBw4cQKFQEBgYWNhVeSvIgFGSJOk9JIQgMjKSu3fvEhkZybu05G5wcDB9+/bF3d0dc3NzzM3NcXFxwc/Pj23bthV29aS3yOXLlxkwYAAffPABlpaWGBkZUaxYMVq2bEl4eHi+lNmnTx8UCoX6paenh42NDXXq1GHx4sVkZGTkS7mFTa7DKEmS9B6JjY1lxYoVLFy0mNCbN9Tp7mXLETh0CL1798bGxqbwKpiN2NhYevbsybZt2zAyMqJOnTo0aNCApKQkwsLC2L17N/b29rRp06awqyq9BVatWkXfvn0RQtCgQQNq1qxJTEwMoaGh7Nq1i/DwcEqVKpVv5Xft2pWiRYuSmppKeHg4hw4d4ujRo2zatEn9GX6fyIBRkiTpPbF79246d+lCYkIidm61KOvbDgNjC9JTnhNz6xijRo1m4qRJrF+3jhYtWhR2dTXExcVRp04drly5wqBBg/jiiy+wt7fXyPP48WOuX79eSDWU3ibh4eF88sknODo6sm/fPsqXL69x/MyZMzg6OuZrHcaMGUONGjXU/3706BF+fn7s2bOHH3/8keHDh+dr+QVNBoySJEnvgd27d9O6TRusS1alXOehGJnbahy3d69DakIMdw8sonWbNmzftu2tChr79u3LlStX+PLLLxk/frzOPI6OjvkeBLwLMjIy0NfXL+xqFKqtW7eSkpLCqFGjtIJFgOrVqxd4nZycnPjuu++oU6cOGzduzDZgFEIghEBP790ZGfju1FSSJEnSKTY2ls5dumBdsiplWwZpBYsqRua2lG0ZhHXJqnTu0oXY2NiCrWgWjh8/zp9//km9evUICgp6rWtcu3aNdu3aYWtri4WFBb6+vly+fFln3ocPHzJgwACcnZ0xNjambNmyTJ06leTkZI18y5cvR6FQMHfuXK5du0abNm2wtrbG0dGRUaNGkZqaCsC+ffuoW7cuFhYWFC1alP79+xMfH69xrRcnUCQnJxMUFISrqysmJiaULVuWL774grS0tCzPuXnzJo0bN8bIyIjRo0er86SlpbF48WJq166NtbU1pqameHh4MGHCBOLi4rTuvWHDhigUCiIjIzl8+DBNmjTBysoKa2trWrVqxblz53L13IUQrF69msaNG2NnZ4exsTFubm4MHz6cR48eaeVXjf87ffo0R48epUmTJlhaWmJra0tAQABPnz7NUbnPnz/X+DOnrly5Qp8+fShVqhTGxsYUKVKE1q1bExwcnKvrZOWDDz4AMj9jKi9Oztq5cyceHh7o6+uzZcsWdZ6oqCiCgoLw9PTEzMwMS0tLfHx8+Omnn1AqlVrlKBQKKlWqBMDPP/9MlSpVMDU1xcnJif79+/PkyZM8uZ8X5WnAmJCQwM6dO5k+fTqdOnWiRo0aODs7Y2VlhaGhIRYWFjg4OFC5cmXatGnD2LFjWb9+fY4/IJIkSZK2FStWkJiQiGvDoSj0sm95Uujp49pwCImJiaxcubKAapi9FStWADB69GgUCkWuz79x4wY+Pj48e/aMdu3a4eTkxO7du2nUqBHR0dEaea9du4aXlxf/+9//KFu2LN26dUOhUDBt2jQ6deqkc3JQWFgY9erVQ09Pj1atWpGens78+fMZPHgw27Ztw9fXFwsLC9q2bYuBgQFLly7lo48+0lnX9PR0WrRowcqVK2nQoAGdO3cmOjqaSZMmZXlOamoqvr6+KJVKAgICcHZ2BiAxMZFmzZoxdOhQwsPDadu2Lf7+/qSmpjJz5kxq1aqV5c/XHTt20LRpUxQKBf7+/lSuXJmdO3dSt25dTp06laPnrlQq6d69Oz169CAkJITmzZvTs2dPzMzMWLBgAV5eXty8eVPnuYcOHaJp06aYmZnRrl07TE1N+e2332jTpo3OAOlldevWBWDhwoVZlvGyjRs34uXlxa+//kq5cuXo3bs3NWvWZM+ePTRt2pQFCxbk6DrZUQWKRYoU0Tp2+fJlunbtSqVKlejatSumpqYAXL9+napVqzJ79myMjIz46KOPaNWqFTdu3GDgwIH4+/tnOWltwoQJjBgxAnd3d3r06IGlpSVLly6lbt26ef8LoXhDaWlp4vfffxe+vr7CxMRE6OnpqV8KhSLL14v5DAwMRJ06dcSPP/4onj9//qZVem/FxcUJQMTFxRV2VXSaP3++UOjpi/nz5xd2VSTpnaBUKkVictobvRKSUoWbe1lhX7au8AnclOOXfdk6ws29rEhISn3tspVKZZ48B09PT6Gnpyfi4+Nzdd6UKVMEIIyMjMSyZcvU6YmJiaJ27doC0Pg+Sk9PF5UqVRL6+vpi8+bN6vSUlBTRoUMHAYg//vhDnf7LL78IQOjp6Ynff/9dnR4WFiZsbGyEvr6+KFq0qFiwYIH62KNHj0Tx4sUFIG7cuKFO379/vwCEhYWF8PPzE4mJiepjT58+FRUqVBCA2LJli9Y59vb2YsyYMVr3P2jQIAGI3r17i+TkZI37HDJkiACEv7+/xjkNGjRQX3Pfvn0axxYsWCAA4eXlpfuBv2T27NkCEM2bN9f6uTRr1iwBCB8fH4303r17C0CYm5uL4OBgjWfg5uYmALFr164clT9gwAD1tWbOnJlt/HDr1i1hZmYmbGxsxPHjxzWOhYSEiCJFiggDAwNx8eJFdbrq+Q8dOlTnPZw6dUqrnJEjRwpATJ06VZ2m+pza29uL7du3a+RPT08XFStWFID48ccfNY5FR0cLHx8fnccAYWZmJtzd3UVYWJg6PS0tTfj7+wtAjBo1Ksvn8TpeO2BMSUkR33zzjXB0dNQZIFpZWYnKlSuLli1bis6dO4uePXuKrl27ijZt2ggvLy9hb2+vM4C0trYWkydPzvUXx3/B2xwwJiQkCEfHYgKFQjg6FhMJCQmFXSVJeuslJqflKsjT9areb6UARFnfMbk6r2yLzwQgqvdb+dplJyan5clzsLa2Fvb29rk+T/WDuHHjxlrHNm7cqBUw/fnnnwIQI0eO1Mp/+/ZtAYi2bduq01QBY40aNbTyDx06VADC09NTK3AeNWqUAMSqVavUaargw9zcXERERGhdb9OmTQIQnTp10nnOy9/7jx8/FoaGhsLJyUnn921SUpIoVqyY0NPTEw8fPlSnqwLG0aNHa50jhBDVqlUTgEbgpEtaWpqwt7cXpqam4v79+1rHlUql+lonTpxQp6uCrf79+2udM3fuXAGIiRMnZlu2SkZGhpgxY4YwMjISgHBwcBCLFy8WaWnan8vhw4cLQHzzzTc6r/Xtt98KQAwePFidltOA8dmzZ+LcuXOif//+QqFQiDJlyojY2Fh1ftXntG7dulrlqj6nfn5+Out17tw5oVAohIeHh0Y6IACxdetWrXMiIiKEiYmJKFKkiM5rvq7X6pLeuXMn5cqVY8yYMTx58gQhBPb29vTq1YvffvuNmzdvEhcXR0hICDt27GDdunWsXLmSNWvWsHXrVs6cOUNkZCQPHjxg48aNDB48GGdnZ4QQxMfH88UXX+Du7s66detep3pSIZg1axZPIyMp32YiTyMjmT17dmFXSZL+EzLSkgAwMLbI1Xn6/+RXnV+YEhMT32gJklatWmmleXp6AhAZGalO2717NwD+/v5a+UuXLo21tTUhISFax+rXr6+VVrZsWQCaNWum1Y3u7u6uVbZKnTp1cHJy0kpv2bIlCoVC5xjCOnXqYGVlpZF24MAB0tLSCAgIwMzMTOscExMTunTpglKp5NixY1rHO3XqpJWmqgfwyrGMZ8+eJSoqitatW1O8eHGt4wqFgp49ewJw5MgRreO+vr5aaRUrVgQyZ8PnhJ6eHhMnTuTq1at0796dp0+fMmTIEGrVqsXdu3c18u7ZsweAAQMG6LxWr169sqxrVj788EMUCgWWlpZUq1aN//3vf9SqVYvg4GCsra218uv6nKrqNXDgQJ1lVK1alcqVK3P16lWioqI0jpmYmNC6dWutc5ycnPDy8iIyMpJ79+7l+H5eJVezpFNSUhg6dCi//PKLuj+9WbNmDBkyBD8/v1zP9ilWrBjt27enffv2LFq0iH379rF48WI2b97M06dP8ff3Z/PmzSxduhQTE5NcXVsqOKGhocyZ8xXFvDpg61KdYtXaM2fOV/Tq1Uv9xSlJkjYTI32C52p/4edGZGQkpVYOJD0ld4P/M/7Jv3VWO63la3LKxChvZura2dkRFRX12rN/S5YsqZWmuqcXJ5Kogghvb+8sryV0jBXTFeCpAgJdwZJqbNrLk1ggMzDVxcjICAcHB60xl1mVERYWBpDtd6yrqysAEREROa6H6lnqqkdelp/de6aaTJRTZcqUYfXq1Xz++ecMGTKEo0ePUqdOHS5cuKAeSxgWFoaTkxMWFrp/sbK1tcXa2lpnXbOiWofR0NAQJycn6tevT61atbLM/ybvY0hICI8ePdL4v+ri4pLlmN8X30ddz/p15CpgrFOnDufOnUMIQaNGjZg5c2a2//Fyq0mTJjRp0oTLly8TFBTEtm3b+P3337l69SpnzpzJs3KkvCOEIHDYMAzNbHH2yvyN1bl6Z2JuHmLY8OHs2L79tQaxS9J/gUKhwNT4zVY3K+HsiHvZcsTcOoa9e50cnxd9+xjuZctRvJhDof8frVy5Mnv37uXMmTPUrFkz1+fntLFCNZmiT58+mJub68xjbGyslZbd88ntszMw0P1+CyGIjY3Fzs5O65iuFsT09PRsrwf/Phddzyer82JiYoB/g96svGn5up7bm34Oq1SpwpEjRwgICGD16tWMGzeOpUuXquubXV1V5eem4evldRhfJa/fx+zOyen7mBu5+qY6e/Ys9vb2zJs3T93UnB8qVqzIli1b2LRpE0OHDuX8+fP5Vpb0ZrZs2cLuXbso1yoIfcPML1p9Q2NK1OnLrh2z2bp1K23bti3kWkrS+0uhUBA4dAijRo0mNSEmyyV1XpSaEE3M7eNMnjev0INFgNatW7N3716WLFnyWgFjTqlaCgcPHpyv5WTn5W5FlYcPH5KSkkKZMmVydB3VTOnQ0NAs89y5cwf4t6Xv5Xromsl7+/ZtgFfW403Lzy8KhYL58+ezevVqjh49qk53dnYmLCyMpKQknUFUXFwcsbGxBf65ePE5urm56cxz584d9PX1KVGihEZ6Vp8lyHwfDQwM8qx1EXK5rE7dunW5cOFCvgaLL2rfvj3nz5+nSZMmBVKelDuJiYkEDhuOXeka2JbW/E9mW9obW9fqDA0cRmJiYiHVUJL+G3r37o2ZuRl3DyxCKLPfx1YoM7h7YDFmZmbqcVuFrV+/fhQpUoTly5ezc+fOfCtH1V2Yn2W8ytGjR3V2uS5btgyAxo0b5+g6qvUUV69eTUpKitbxlJQUNmzYgJmZGXXqaLc879+/Xyvt+fPnrF+/HjMzs1f2HtasWRMLCwu2bduW5Zp/q1evRqFQ0LRp0xzdU15R7eX8Yote48aNEUKwfPlyneesWrUKyBxmV5BU77fq/X/ZpUuXCAkJwcfHB0tLS41jjx494tq1a1rnHD58mNDQUGrVqpWnLYy5Chj379+vjoYLStGiRdUDlaW3y6xZs4iIiKBUnX5arRQKhQKXup8QEREhJ8BIUj6zsbFh/bp1xN07z82ds0hN0D3+LDUhmps7ZxF37zwb1q9/a/aUtrS0VP8g79ChA4sWLVJ31b3owYMH7Nix47XL6datGzY2Nnz11Vf89ddfGscyMjJYuXJlti1meSE8PJyRI0dq3N+FCxeYN28e5ubmWU7KeJmLiwvdunUjPDycESNGaIyXVCqVjBs3jvv37zN8+HCtCTMAkydP1pjgk5GRwahRo4iNjaV///5awcnLTE1NCQwM5Pnz53zyySckJCRoHJ83bx6nTp2iW7du6glCeenHH39k9erVWp+T9PR0pk2bBqAxIeTTTz/F0NCQyZMnc/bsWY1zrl69yvTp07GxsSEwMDDP65qdrl274urqyrp169TrkarExcUxePBghBBMnDhR5/n9+vXTaGmMjo5m5MiRAIwaNSpP65qrLunC2orobegykTSpJro4VeuAiU0xnXlMbIrhVFVOgJGkgtCiRQu2b9tG5y5dOL+yP7ZlfLArUwt9YwsyUp4TffsYMbePY2Zmxo7t22nevHlhV1lD69at2bBhA7179yYwMJBp06ZRr149ihYtSmJiIleuXOHcuXP07NlT52zTnLC1teXnn3+mW7dutGjRAm9vbzw9PUlKSuLw4cM8ePCAixcv5vGdafL19eW3335jz5491KpVi9jYWHbt2kVaWhorV67U6nbMzuLFi7l27RpLlixhx44dNGrUCH19fXULU8uWLdXB08saN25MzZo1adSoEc7Ozhw5coQbN27g5eXFjBkzclT+tGnTOHPmDFu3bqV06dI0bdoUc3NzTp48SUhICNWrV+eHH37I8f3kxqNHjxg8eDDDhg2jVq1aODs7Exsby/Hjx7l37x7e3t58/vnn6vyVK1fmhx9+YMCAAdSsWZPGjRtTunRpHjx4wJ49ezAwMGDjxo06JzjlJ2NjY9avX0/z5s3p06cP3333HdWrV+f58+fs2bOHqKgopk+frnNWubu7O8nJyXh4eNCwYUOMjIzYtWsXUVFR9O/fn/bt2+dpXQtsL+mwsDBWrlzJhQsXSE5Opnjx4jRr1ox27dphaGhYUNWQ8oB6oov5vxNdsqKaABM4bBg7d+yQwb8k5aMWLVpwLzyclStXsmDhIm7unqs+5l62HJPnzaN37946l/x4G7Rv355bt26xcOFCduzYwf79+0lISKBIkSKUKFGCCRMmvPGQqI4dO3LkyBG+/PJL/v77b86cOUORIkXw9vZm6dKl6u3W8oubmxtff/01o0ePZuPGjSgUCurXr8/48eNp1KhRrq5la2vLkSNHmD9/PmvWrGHt2rUYGBhQsWJFRo8eTf/+/bNs6Pn++++pUqUKP/30E8HBwRQvXpxx48YxYcKELGcSv8zIyIjt27ezZMkSVqxYwebNm4HMJYdmz57N8OHD87RL9EV9+vQhISGB/fv3c/jwYZKSknBycsLNzY2xY8fSv39/rQlM/fr1w9PTk6+++oojR45w4MABHBwc6N69O0FBQTr3pC4I1atX5/z588ycOZMdO3awYsUKLC0t8fb2ZuTIkVl2kxsbG7N3717GjBnDpk2bSEhIwMPDg1mzZvHJJ5/keT0VQtcaAjqcP3+e6dOnA5nL4SxatCjHhXz99ddMmTJF5ziLsmXLsmbNGqpUqZLj6/1XxcfHY21tTVxcnM4uhoJy9epVPD09KVW7N85eHV6Z/+HZjYQfXcmVK1fw8PAogBpKkiSEIDo6mmfPnmFpaYmdnZ38ha0QHThwgEaNGjF06FAWLlxYaPVo2LAhBw8e5OnTpzonvUjvBoVCQcWKFbl06VKBlZnjMYwrV65k06ZNbN68OVfB3ZgxYxg3bhzJycmIzJ1lNF43btygSZMm3Lp167VuQCp4FSpUoIWvL5GXd5GRpv1LwIsy0lKIvLwb35YtqVChQgHVUJIkhUKBvb09rq6u2Nvby2BRkqQ3kuOA8eTJk0DmyuJZbZD+shUrVvDNN9+o/21ra8uoUaP48ccfmTp1qnogbHR0NIMGDcpNvaVCpFAoWLhgAWmJMTw8uyHbvA/PrCc9KZaFCxbIH1iSJEmS9I7KccAYHh6OQqHAy8srR+Mbnjx5wogRI9RBgqenJxcvXmTu3LkMGDCAyZMnc/HiRfXA6+DgYE6dOvWatyEVNHd3dz7/fCyPzv1JcqzulfGTYh/y6PwmPv98bJbrS0mSJEmS9PbLccCo2iYopwOCp06dSnx8PEIILC0t2bZtm9aSPEZGRvz888/q1co3btyY0+pIb4GgoCCKFSvG3cNLtbbTEkIQfuRnnJ2dGTduXCHVUJIkSZKkvJDjWdKqCSu2tq/eReD69essXbpU3bo4Y8aMLFd6L168OHXq1OHgwYOcOHEip9WR3gJmZmYsXPA97du3J+bOSezK/LvQa8ydE8TcPcPyzZt1bockSZL0X9KwYUOd+1QXtAMHDhR2FaQ8UBifpRy3MGa3mfrLJk2apF5Ms3Tp0gwZMiTb/KpWy5s3b+a0OtJbokmzlti4eHH38FL1BJiMtBTuHv6Zps1a4OfnV8g1lCRJkiTpTeU4YHR0dAQy97vMzoULF9iwYYO6dXHy5MmvXPBb1Wqp2ixbendcvBuDa73+pCX8OwHm4Zn1pCXG0nPoJDnRRZIkSZLeAzkOGKtUqYIQ4pUTU8aOHatuKvX09MzRIqvPnz8H0Lm/pvR2C7kdjYlNMZy9OhBxdiMxYWd4ePZPnL06EP5cdkVLkiRJ0vsgxwGjajbzrVu3stzLc+XKlezZs0f976+++ipHLUz3798HeGv2NZVy7vytzD0snat3xt6+CNe3fYGRhR3OXp04cfXJWzFmR5IkSZKkN5PjgLFz586Ym5sD8Mknn2itLr5x40YGDhyIQqFAoVDQtGlTWrZsmaNrHz16FIVCQenSpXNRdamwpaZlcCUscxhBSSdbxgd9jkKhR732Q9A3NCYyLplbEc8KuZaSJEmSJL2pHAeMdnZ2jBkzBiEEjx8/xsvLi6ZNm9KjRw+8vLzo0qULKSkp6mV0lixZkqPrXrlyRT0u0tPT8/XuQioU1+7FkZqmBOCDMnbUr18foczAt2lDdZ4TV58UUu0kSZIkScorOV5WB2DixIkcO3aM3bt3k5GRwf79+7XyGBsbs2bNmiyX0XnZTz/9pP577dq1c1MdqZBd+Kc7GqCqmz2QuVanR3ETdfqJq0/o0cS9oKsmSZIkSVIeynELI4Cenh5bt25l5MiRGBoaau0LXaFCBYKDg2nRokWOrhceHs6yZcuAzO3mcnqe9Ha4cPvfgLGKm736747WBjjZZi7DdOFWFMmp6QVeN0mSJEmS8k6uWhgBDAwM+Oabbxg/fjx//fUX9+/fx9jYmKpVq1K3bl309HIeg544cYJ+/foB4OLiQqlSpXJbHamQKJWCkNuZLYo2Fka4OFoQ/c+KSwqFAm8PBzYfDSM1Xcm5m1HUquhYiLWVJEmSJOlN5DpgVLG3t6d79+5vVHiXLl3o0qXLG11DKhx3Hj3jWWLmIu4flLHTmg2vChgBjl97IgNGSSoEW7duZfiIkXz/3Xy5iL4kSW8kV13SkqTy4vjFKmXstY7XKFcUfb3MIFJOfJGkgpeYmMiQoYHcvXuHIUMDSUxMLOwq5bmpU6eiUChYv359YVdFknRq06YNCoWCu3fvFnZV3pgMGKXXcv6W7vGLKpZmhlR0zdzBJ+zxcx5Fv38/rCTpbTZr1iwiIiIo32YCERERzJ49u7CrlGPBwcH07dsXd3d3zM3NMTc3x8XFBT8/P7Zt21bY1ZPeEg0bNkShUBAZGVnYVflPkAGj9FpU4xdNjPQpX9JaZx5vDwf132UroyQVnNDQUObM+Qqnah2wdamOU9X2zJnzFaGhoYVdtWzFxsbi5+dHkyZNWL16NaVKlcLf35927dpRokQJdu/eLVsTJamQvPYYxhetXbv2ja+hp6eHlZUVNjY2uLm5YW+v3WolvR0iohN5HJMEQEVXWwz0df/e4V3Bgf9tvwbAiWtPaFfHtaCqKEn/WUIIAocNw9DMFmevTkDmTkwxNw8xbPhwdmzf/lbu8R4XF0edOnW4cuUKgwYN4osvvtD6OfD48WOuX79eSDWUpP+2PAkY/f398/wLyNXVlTZt2jB48GAqVKiQp9eW3kyI1vqLulUoZYOVmSHxiWmcuv6U9AxllsGlJEl5Y8uWLezetYtyrYLQNzQGQN/QmBJ1+rJrx2y2bt1K27ZtC7mW2vr27cuVK1f48ssvGT9+vM48jo6OODrKCXQZGRno6+sXdjWk/5g8++n98pqMb/q6e/cuCxcupGLFinz66aekpqbmVVWlN3T+VrT67x+Uscsyn76egpoVMrulnyelcyUsNr+rJkn/aYmJiQQOG45d6RrYlq6pccy2tDe2rtUZGjjsrZsAc/z4cf7880/q1atHUFDQa13j2rVrtGvXDltbWywsLPD19eXy5cs68z58+JABAwbg7OyMsbExZcuWZerUqSQnJ2vkW758OQqFgrlz53Lt2jXatGmDtbU1jo6OjBo1Sv1zad++fdStWxcLCwuKFi1K//79iY+P17jWgQMHUCgUBAYGkpycTFBQEK6urpiYmFC2bFm++OIL0tLSsjzn5s2bNG7cGCMjI0aPHq3Ok5aWxuLFi6lduzbW1taYmpri4eHBhAkTiIuL07r3F8f9HT58mCZNmmBlZYW1tTWtWrXi3LlzuXruQghWr15N48aNsbOzw9jYGDc3N4YPH86jR4+08vfp0weFQsHp06c5evQoTZo0wdLSEltbWwICAnj69Gmuys+pjIwMFi1aRJUqVTA1NcXe3p4uXbpk2WKd08+Iyvr166lbty6WlpbY2Njg5+fHjRs3sqzPsWPH6NSpEyVKlMDU1BQ3NzcmTJiQJ/eaX/IkYOzatSvdunWjadOm6jR9fX18fHzo3r07vXv3pnfv3vTo0YPmzZtjZ5cZZKj2j1Yd79SpEw0bNsTe3l4jeFywYAGtW7cmIyMjL6orvSHVDGl9PQWVSmcdMAJ4exRV//341cf5Wi9J+q9TTXQpVaefVq+PQqHApe4nb+UEmBUrVgAwevTo1+qtunHjBj4+Pjx79ox27drh5OTE7t27adSoEdHR0Rp5r127hpeXF//73/8oW7Ys3bp1Q6FQMG3aNDp16oQQQuv6YWFh1KtXDz09PVq1akV6ejrz589n8ODBbNu2DV9fXywsLGjbti0GBgYsXbqUjz76SGdd09PTadGiBStXrqRBgwZ07tyZ6OhoJk2alOU5qamp+Pr6olQqCQgIwNnZGcj8BaFZs2YMHTqU8PBw2rZti7+/P6mpqcycOZNatWplGYDt2LGDpk2bolAo8Pf3p3LlyuzcuZO6dety6tSpHD13pVJJ9+7d6dGjByEhITRv3pyePXtiZmbGggUL8PLy4ubNmzrPPXToEE2bNsXMzIx27dphamrKb7/9Rps2bVAqlTkqP6eUSiVdunQhMDCQZ8+e0blzZ6pVq8aGDRuoVasW165d08if28/I1KlT6dKlCyEhIbRs2ZLWrVtz4cIF6taty+PH2j/3tm3bRv369dm7dy/16tWjU6dOWFhYsGbNmjy97zwn8siFCxdEqVKlhEKhEK1btxZ3797NMq9SqRTr1q0TpUqVEvr6+mLs2LFCqVRq5Dlz5ozo3bu3UCgUQqFQCD09PTFmzJi8qu47KS4uTgAiLi6u0OoQ+zxF+ARuEj6Bm0Tfrw5oHDtz5owAxJkzZ9Rpj2MS1fk//vrAy5eTpP80pVIpEpPT8uR18fJVYWhoJIp/2FX9f07Xq3iNLsLQyFhcvHz1jct8+Xv7dXl6ego9PT0RHx+fq/OmTJkiAGFkZCSWLVumTk9MTBS1a9cWgJg/f746PT09XVSqVEno6+uLzZs3q9NTUlJEhw4dBCD++OMPdfovv/wiAKGnpyd+//13dXpYWJiwsbER+vr6omjRomLBggXqY48ePRLFixcXgLhx44Y6ff/+/QIQFhYWws/PTyQmJqqPPX36VFSoUEEAYsuWLVrn2Nvb6/z5N2jQIAGI3r17i+TkZI37HDJkiACEv7+/xjkNGjRQX3Pfvn0axxYsWCAA4eXlpfuBv2T27NkCEM2bN9f6uTRr1iwBCB8fH4303r17C0CYm5uL4OBgjWfg5uYmALFr164cla+6l6dPn2abb86cOQIQAQEBGs9p7dq1AhC+vr7qtNx+Rg4fPiwUCoUoX768ePjwoTo9ISFBnR8Qd+7cUR9zc3MTJiYmWnFSSEhIju67sCiE0PHrVC7FxsZSrVo1wsPD6dKlC3/88UeOzouKiqJBgwZcvXqV8ePHM2PGDK08mzdvpmvXrqSlpWFiYsKtW7coVqzYm1b5nRQfH4+1tTVxcXFYWVkVSh0OX4xg7E8nAfBv5MaIjpXUx86ePUv16tU5c+YMXl5e6vQeM4O5HfEMhQJ2zmqJtblRgddbkt5GSSnpNP5s+xtfRwjB9W0zSIq+zwcfLVCPXdQlIy2FC6sDMbMrSfk2k95o/Hnw3NaYGr/5UHgbGxsMDAxyvTzK1KlTmTZtGo0bN2bfvn0ax/788086duyIv78/v//+OwCbNm2iQ4cOjBw5knnz5mnkv3PnDmXKlKFt27Zs3rwZyOyS7tu3LzVq1NBqdQsMDGTRokV4enpy6dIljec4evRo5s2bx6pVq+jRoweQ2b3cqFEjzM3NCQ0NxcnJSeN6mzdvpn379nTq1Ek9E/zFcx4+fKjxvf/kyRNKlCiBvb09t27dwszMTON6ycnJlClThsePH3P//n31z82GDRty8OBBRo8ezdy5c7WeqZeXF+fOnePixYtUqlRJ67hKeno6Tk5OJCYmcvPmTYoXL65xXAhB9erVOXfuHCdOnKBmzcwhEn369GHFihX079+fn376SeOcb775hs8++4yJEyfqjAdeprqXp0+fUqRIEZ150tLS1N3KN27c0HpODRo04PDhwzx9+hR7e/tcf0Y6dOjApk2b2Lp1K23atNHIHx0djYuLC8+fP+fOnTu4uroCYGFhgZWVFQ8fPnzlPb5N8qRL+ocffiAsLAwrKyt+/PHHHJ9nb2/PH3/8gZ6eHrNmzdI5dqJdu3bqD05KSgqrVq3KiypLr+nCC+MXLRWxnD17Vv26evUqAFevXtVIV/VaCwGnruXP+BRJ+i9LjrlPbNhZHCu3zDZYhMwJME6VWxIbdpbkmPsFVMPsJSYmYmT0+r9ItmrVSivN09MTQCMI3b17N5A5UfNlpUuXxtrampCQEK1j9evX10orW7YsAM2aNdMKut3d3bXKVqlTp45WsAjQsmVLFAqFzp+DderU0WokOHDgAGlpaQQEBGgFQQAmJiZ06dIFpVLJsWPHtI536tRJK01VD+CVYxnPnj1LVFQUrVu31goWIXMIRM+ePQE4cuSI1nFfX1+ttIoVKwLo7MZ9XWfPniUyMpK2bdvqfE5Vq1ZFCMGlS5eA3H1GhBDs378fBwcHrWARwM7Ojg8++EAr3dvbm4iICMaOHUtSUtIb3V9BypNZ0uvXr0ehUNCyZUtsbGxydW6lSpWoX78+Bw4c4H//+x+LFy/WyjNixAhmzZpFfHw8+/fvZ8yYMXlR7f+siIgIIiIicn1esWLFNHZ4GdijDelJ2oOqAwICNP5tXbIKHu2mAZnbBDatrv3lIkn/RSZG+gTPbf3G1xFC0D5yG3+f2IVj5VavbGGMvLyb5s19+fPngW/UwmhilDczde3s7IiKinrt2b8lS5bUSlMtyfPiRBLVbhve3t5ZXktXp5uuAM/aOnP9WV3BkqmpqVbZKqVLl9ZZrpGREQ4ODlpjLrMqIywsc+tVVXCqi6pFS9f3fVb1UD1LXfXIy/Kze8/ycpKr6j3/4Ycf+OGHH7LMp7rf3HxGoqKiiIuLyzavra2tVtqPP/6In58fX3/9NT///DP9+vVjxIgROt/nt0meBIx37twBsv4Avkq1atXYv38/Bw4c0Hnc2NiYhg0bsnnzZnUrlvT6lixZwrRp03J93sTJU7kaWw0AGxMly/+3KEfnpSth6WlBulLBiatPEEK8levASVJBUygUedKlC7B40UI8PSvy8OwGSnrrnjwB8PDMetKTYlm8eCFmJoZ5Uvabqly5Mnv37uXMmTPqrsvc0NPLWWeZajJFnz59MDc315nH2Fg72M7u+yq332UGBrrfbyEEsbGx6kmhL9LVMpaenp7t9eDf56Lr+WR1XkxMDPBv0JuVNy1f13PLj58Lqvfc29ubGjVqZJlPFb/k5jOSkpICZP+sVM/pRWXLluXChQusWLGC7777jq+//prFixezdOlSnS2bb4s8+aZS/Tbw7Nmz16vEPx+4+/ez7h5RvZmv+q1HerWBAwfqXIft6tWrBAQEsGrVKjw8PLSOR6Was/e3zNlk18/sJWCudmtwVsq3mYSta3Ui45K5HfEMN+fCGYMpSe8rd3d3Pv98LLNmz6Fo+UaY2GiP9U6Kfcij85sYHzQONze3Qqilbq1bt2bv3r0sWbLktQLGnFK1FA4ePDhfy8lOVFSUzvSHDx+SkpJCmTJlcnQd1Uzp7HbvUTXmqFr6Xq6HrnF/t2/fBnhlPd60/IKies+9vLxYuHBhjvPn5DNia2uLQqFQt7bqonoGLzM2NmbAgAEMGDCADRs20KdPH/r06UPdunUpUaLEK+tZGPJkDKPqAR8/fvy1zr9y5UpmZbL5LVEVwb9L/f1vq2LFiuHl5aX1UgWJHh4eOo/fi/33Gp8N9OfMmTMaL9X40lWrVmkd69+1ifpcuU2gJOWPoKAgihUrRtiRpVpdq0IIwo/8jLOzM+PGjSukGurWr18/ihQpwvLly9m5c2e+lVOrVi2AfC3jVY4ePaqzy3XZsmUANG7cOEfXUa2nuHr1anVL14tSUlLYsGEDZmZm1KlTR+v4/v37tdKeP3/O+vXrMTMzy7abFaBmzZpYWFiwbds2njzR/Z2+evVqFAqFxpJ7Ba169eoYGRmxb98+nUMEXpabz4iZmRkeHh7cuXOH06dPax2/ePFijrbj7NSpE4MGDSIlJYWTJ0++Mn9hyZOAsXbt2gghOHPmDIcPH87VuXfv3mXPnj2Za4S5uGSZT/WBtLCweKO6Sq/vxR1e2jXJXcDZqdm/s6ZPXJMBoyTlBzMzMxYu+J6Yu2eIuaP5gyfmzgli7p5h4YLvdXZxFiZLS0uWL18OZM46XbRokc6uvAcPHrBjx47XLqdbt27Y2Njw1Vdf8ddff2kcy8jIYOXKlfm+33Z4eDgjR47UuL8LFy4wb948zM3NGTBgQI6u4+LiQrdu3QgPD2fEiBEawZBSqWTcuHHcv3+f4cOH61xVY/LkyRoTfDIyMhg1ahSxsbH0798fS0vLbMs3NTUlMDCQ58+f88knn5CQkKBxfN68eZw6dYpu3bqpJwgVBisrK/z9/blx4wYjR47UCtYvX77M6tWr1f/O7WekT58+AAwbNkxjsfa4uDgGDBiAoaH2sI/Vq1dr/UKnGjtZtGhRrfxvizzpku7evbu6demjjz4iODg4Rx+QZ8+e4e/vT0pKCgqFQudMNxVV62WpUqXyospSLqVnKLl4J3M4QBErY5ztc/cDx8XRAidbUx7FJHE+NIrk1HRMjPJm7JYkSf9q27YtLXx9Ofz3MqxLVkXf0JiMtBTu/70M35Yt8fPzK+wq6tS6dWs2bNhA7969CQwMZNq0adSrV4+iRYuSmJjIlStXOHfuHD179sz2Z0V2bG1t+fnnn+nWrRstWrTA29sbT09PkpKSOHz4MA8ePODixYt5fGeafH19+e2339izZw+1atUiNjaWXbt2kZaWxsqVK3PVHbl48WKuXbvGkiVL2LFjB40aNUJfX5/Dhw8TGhpKy5Ytsxyv3rhxY2rWrEmjRo1wdnbmyJEj3LhxAy8vrxwtaQMwbdo0zpw5w9atWyldujRNmzbF3NyckydPEhISQvXq1bOdaJJXOnXqpDMwmz59OrVr1+abb77hxIkTLFq0iC1btuDt7Y2VlRWXL1/m5MmTjBo1Sr1oem4/IyNGjGDjxo0cP36csmXL0qJFC4QQ7Nq1C29vb5o0aaL1S06PHj0YP348devWxdTUlPPnz3P69Gk6depE3bp18/dhvYE8aWFs2bIlTZs2RQjBgwcPqF69OrNmzcpyhXmlUsnGjRupVq2aem0rc3Nzhg0bpjP/zZs3uXz5MgqFgipVquRFlaVcCn0QT2JK5k47Vdzscz04WaFQ4O2RuU1garqSc6G6x/FIkvRmFAoFCxcsIC0xhodnNwCqiS5xLFyw4K2ecNa+fXtu3brFlClTcHV1Zf/+/fzyyy/s27cPfX19JkyY8Mbbp3Xs2JEjR47g5+fHzZs3+fXXXzlw4AA1atRg586d2a49mBfc3Nw4cuQIpUuXZuPGjezfv5/69euzb98+rRUmXsXW1pYjR44wY8YMrK2tWbt2LevWrcPe3p4ffviBrVu3Zrlc0ffff8+UKVO4du0aq1atIi0tjXHjxnHw4MFXti6qGBkZsX37dhYsWICLiwubN29Wd0PPnj2bw4cP53rllNdx6NAh9u3bp/VS9UwWKVKEY8eO8dlnn2FoaMjmzZtZt24dSqWS2bNnM336dI3r5eYzYmRkxJ49e/jss88wNjZmzZo1HDt2jMDAQP7880+d/9+mT5+OtbU1W7ZsYd26dUDm+6F6dm+rPFm4GzLXm2rYsCFXrlxR37Cenh4eHh5UqFABa2tr0tPTiYiI4NSpU8TGxgKoZ8yuWLEiy/8sI0aMYME/X3QrV65UL4T6X5PfC3dntfA2wJoDt/h2Q+Y6VaM6V6ZLA+0B0dmdD7D//EPG/5z5C0LXhmUY2alytvV5k+V//quLu0uSyqRJk5g1ew7uLccRunM244PGaf1glAqOahHuoUOH5mjyRX7JyWLXkqRLnvUJFilShEOHDjF48GB1xJyRkcHly5e1NoB/MUa1srJi8eLFWe6heevWLZYsWQJk7gbQsWPHvKqylAsvrr9Yxc3+ta5Ro1xR9PUUZChFjia+vO7yP1OmTGHq1KmvUUNJen8EBQWxfMVKrm/7kpIlS751E10kSXq35OkgMjs7O9asWcPw4cP54Ycf2LFjh7ol8WWOjo4EBATw6aefZrtYpZOTE7du3QIyV65/1dpQUt4TQqh3eDE3MXjtJXEszQzxdLHl4p1owh4/51F0Ik52WY+FfN3lf2TroiRlToBZvGghw0eM5Pvv5r91E10kSXq35Musgzp16qin8d+4cYO7d+8SGxuLUqnExsaGsmXL5ngNMHNz8ywXz5QKxv2nCUQ/y1y2oXJpO/T1Xn+MhbeHg3ryzImrT2hXxzXLvK/qWlbNxpYkSTc/P7+3dpKLJEnvlnyfplquXDnKlSuX38VI+eh8HnRHq/h4FGXpjszFv09cyz5glCRJkiTp7fCfXtdk+/bt3Llzh8DAwHwv6/79++o9I9/WVdyzcuH2v7vrVH3DgLFCKVuszAyJT0zj1PWnpGcoMdDPk8n6kiRJb62GDRvq3Ke6oGW1Ba8kvUqB/KR+9uwZERERb80uLUlJSYwcORI/P78Cma22detWqlevztSpU7Pd/vBtpZrwYmigh4eLzRtdS19PwYflMxcmfZ6UzpWw2DesnSRJkiRJ+S1fAsawsDDGjx9PrVq1MDExwcbGhhIlSmBhYYGNjQ2tWrVi8eLFhRJAbt68GU9PT7799tt8/20vLCyMDh060LZt2yy3TnrbRcUnc/9p5gr+HqVsMDbUf+Nr+ng6qP/+OtsEHjp0CANF5p+SJEmSJOW/PA0Y09LSGDVqFGXLlmXOnDmcPHmS1NRUhBDqV3x8PLt372bYsGGUKlWKP/74Iy+rkKUdO3ZQq1Yt2rdvr96CJ7/cvXuXQYMGUa5cOTZt2pSvZeU31exogCpl7PLkmjUrvBAw5nKbwMTERL6aPQulgK9mzyIxMTFP6iRJkiRJUtbyLGBMSUmhadOmfPfdd6Snp6sDRH19fRwdHXFzc8PJyQkDAwP1saioKHr06MHEiRPzqhpaJk+ejJubG61bt1ZvL+jg4PCKs17PX3/9RbNmzXBzc2PJkiWkpqZiYGCAra1tvpRXEPJi/cWXOdiYUqZY5k4CV8NiiEtIfcUZ/5o1axaRkZHMbGhDZGQks2fPzpM6SZIkSZKUtTwLGIcOHcrhw4fVO7d0796dffv2ER8fT0REBDdv3uThw4fEx8dz8OBBevXqhZ6eHkIIZs2axbJly/KqKhpmzJjB7du31f/u2bMnu3btypeyVq9ezd69e1EqlUDmsi/BwcF88MEH+VJeQbhwOzNgVCigch61MALqbQKVAk5d172F5MtCQ0P5as4c/D1M8S5ujL+HKV/Nma2xEbwkSZIkSXkvTwLGkJAQfvnlFxQKBRYWFuzevZvffvuNRo0aaS20bWJiQr169Vi+fDn79u3D0tISIQRjx44lPj4+L6qjk6+vL8eOHWPlypX53uLn6urKokWLuHDhAvXq1cvXsvJTQlIaN+/HAVCmmBVWZrr3JH0dPh7/tvIez8E4RiEEwwIDsTNR8FHFzHU5P6pojq2JguHDhr0Vsw8lSZIk6X2VJwHjr7/+qv6BvWTJEpo2bZqj8xo0aMD//vc/AGJiYlixYkVeVEfDlClTuHr1Kjt37sTHxyfPr/+i5s2bs337dm7evMmQIUMwNDTM1/LykhCCmJgYIPO9EEJw6W4Myn/isCpuede6mHk9e/UEmhNXn7wy4NuyZQu7du9maDVTTAwyFw43MVAwtKopO3ftYuvWrXlaP0mSJEmS/pUn6zAGBwcDUKZMGbp3756rc7t27crEiRO5desWO3bsYNiwYXlRJbWC3FM4q/2w32axsbGsWLGCxQsXcCM0cwvGpk2bUs7djbrdJwE2AFQpkzfjF1WMDfWp5m7P8atPiIxL5nbEsyy3HExMTGT4sKH4lDClTgljjWN1ShjjXdyEYYFDaNq0aaFtfxYREUFERESuz3vVbjaSJEmS9DbIk4Dx3r17KBQKGjVq9FrnN2zYkNDQUK5cuZIX1ZFyaPfu3XTt3JnExATqlTKhe11rLI0UPEsVHLr/kBOX7mNZ3AZ48wW7dfH2cFB3R5+4+iTLgHHWrFlEPIxgZmtbFArNbQkVCgXDqpvTd3sEs2fPZvr06Xlez5xYsmQJ06ZNy/V5U6ZMKdBfaiRJkiTpdeRJwBgXlznO7XVnH6vOe/o0Z5MfpDe3e/du2rRuTY1ihoxpbo+dqeb6inVdzJlmU450ICX+MedOHqJFixZ5WgcfDwe+++fvJ6494aMm7lp5XpzoUtxS98e1uKWBegJMr169cHfXvk5+GzhwIG3bttVKv3r1KgEBAaxatQoPDw+t47J1UZIkSXoX5EnAaGtry9OnT1970sqzZ88A3qkxf++y2NhYunbuTI1ihnxRzwp9PYVWngf6LqQrMie5GMfdoGvn0YTdu4eNjU2e1cPF0QJHW1MexyRxPjSK5NR0TIz+/UiqJrrYm/470SUrH1U0Z09YGsMCA9mxc6dWS2R+e1XXsoeHB15eXgVYI+ndkgykF3YlcskAMCnsSuDq6kpkZCTPnz8v7Krki+DgYDp27EhAQECB7EwmSVnJk4CxRIkSPHnyhFOnTr3W+adPnwbA0dExL6rz3khJSSElJUX977yaRb5ixQoSExMY09xeZ7AIEGbwbytdM8s7nE5MYOXKlQwfPjxP6gCZ3cneFRzYciyM1HQl50KjqOX572fgcsgFdu3ezcBqFuqJLlkxMVDQ1s2In3bv5vjWX/Fu/RF6+v/prdKld0YycPSfP98lJkBt8iNoTEpKwtHRkWfPnrFr16487914U8nJyezbt4/WrVvne1lPnjwhLi6OsLCwfC9LkrKTJ7OkVWMXT506RUhISK7ODQkJ4fjx4ygUCmrVqpUX1XlvzJo1C2tra/WrZMmSb3xNIQSLFy6gXkljrW7oF919IWCsqLhNvZImLFrwfZ4vX6Nrm0BlWgoP9iwj7n998HY2YtONRJLTsy83OV2w+WYi3s5GJK8Zw7FhVbjxy1hirvyNUGbkaZ0lKW+lkxks6gPG78hLn/xsFd2wYYO652n58uX5UsabqFq1Kt26dSuQsvz9/Xnw4AF//vlngZQnSVnJk4BR9R9HCEHv3r1z3BKWkJBA37591UFIp06d8qI6742goCDi4uLUr3v37r3xNaOiorgReov6JY2zzKNEoQ4YzZTPcVBGUK+kETdCbxEdHZ3lea+jRrmi6lbOE1cf82DfCk6MrsXNFeNJi33EsBqWRCcpWX05IdvrrL6cQHSSkmE1LFEoFKTFR/Fw30ouzOzEsWHVuLliPLHXTyD+WVRdkt4+BoDhO/LK39b7FStWYGpqSq1atdi0aZN6nPzbIjm5YFuDnZ2dMTCQPSZS4cqTgLFGjRq0bdsWIQQhISHUrl2bo0ePZnvO6dOnqV27NufOnUOhUFCtWjWdkwb+y4yNjbGystJ4vSnVOB9LI+0u3qP3UwjYEsmep3Yk6WWOGXRND0XxQn7Vb/26HDp0CANF5p85ZWlmiGcpawDuPk7g1PLZpEQ/VB//oGEbPh0ygD+uJvHgme7WjPvx6fxxNYmxn4+j2fhlFPmwNXqG/3aTpcY94cGeZZyf0Y5jI6oTumoycaFn5GLfkvQWunfvHsHBwbRo0YJ27dqRnJzMmjVrCrtaBS49veDHtAoh1DuVSdLL8mxrwKVLl+Li4gJkzgytV68eXl5efPbZZyxZsoTff/+dpUuXMn78eGrVqoW3tzeXLl0CwMbGhlWrVuVVVaRsWFhYAPAsVTNYSk4XfH86nojnGayPLKVOd0kP1chvaWmp87qJiYl8NXsWSgFfzZ5FYmLiK+uiTE/j4f7fcA7bpE67aegJgH215lSf8ReVRy5n6pz5FHMuxoIzCVpBnhCChWcTcHZ2ZvzESTh4t6XSiJ+pvfgSHkN+wL66LwqDf3eoSY2J4P6unzg3tTXHP63BrdXTiL99Pt+Cx9cJoiXpv+zXX39FqVTSvXt3unfvjkKheO1u6dWrV+Pj44O5uTnW1ta0bNmSEydOaOVLSkri22+/pXbt2lhbW2NsbEyFChWYN2+exndDw4YNUSgUhIWFkZCQgEKhQKFQ0LBhQ43rRUVFERQUhKenJ2ZmZlhaWuLj48NPP/2kMyBTKBRUqlSJhIQE+vTpg5WVFTVq1ADgwIEDKBQKAgMDtc5LT09nyZIl1KlTB2tra8zNzalUqRKLFy9+5bOZOnUqCoWC9evXs3PnTjw8PNDX12fLli3qay9btozGjRtjZ2eHkZERpUuXZsKECaSlpWlca/ny5SgUCubOncuDBw8ICAigaNGimJmZ0ahRI86ePauzDo8ePWLw4MGUKFECExMTypcvz/fff8/p06dRKBT06dNH65zY2FjGjBmDq6srxsbGlCpVik8//ZTY2NhX3rP0ZvKsjbtIkSLs3buXTp06qccxXrhwgQsXLujMr/pPWKJECdavX0+FChXyqipSNuzt7Snn7sah+w9p6PJvK5yqS3dmAxt+Nvr3vXBNvwnA4XuplHN3w85O944vs2bNIjIykpkNbZh0ODLbNRGV6Wk8/nsdYZu+JflpOGX0XcGqIQB3izZm4MBJWJWpqs5vZmbG9wsW0b59e/6+b0zdkv/W++/7KZx4kMzmzYs0Fu02MLXAsXYHHGt3ID0xnsizu3lyfDMxFw8iMjK/7FKiHnBvxw/c2/EDJg4uOHi3pahPOyxKVcyTWdYvB9EDBgwotIXFJeldsWLFCiwsLPDz88PU1JQ6depw5MgRbty4Qbly5XJ8nREjRvD9999TrFgx2rVrR1xcHHv37mX//v389ddf1K9fX513xowZzJo1iwoVKtCuXTvS0tLYuXMno0ePJjExkYkTJwLQoUMHKlWqxMqVK0lOTmbAgAEAlC1bVn2t69ev07RpU+7fv0+VKlX46KOPePbsGXv27GHgwIHs3buXNWvW6PyOGTRoEKdOnaJr165aQdnLEhISaNu2LcHBwTg6OtKmTRsgs/du7dq1DBkyJEfP6fLly8ydOxdfX1+qVKmi3s532bJlDBw4EBcXF3x9fdHX12fPnj3MnDmTx48fs3TpUq1rRUZG4uPjQ/HixfHz8+PUqVMcOHCAxo0bc/nyZYoXL67Oe+fOHerVq8eDBw/w8vLC19eX27dvM3LkSFq2bKmzro8ePaJhw4Zcv36dDz/8kAYNGnD+/Hm+++47Dh06xNGjRzExKfyZ++8tkceSkpLErFmzRLFixYRCocjyZWFhIT799FMRGRmZ11V4pTt37ghAAKJ8+fL5Xl6DBg3U5R07duy1rxMXFycAERcX90b1mTZtmtBXIL5uZCOWtLQTM+pbCwMForqTobA3NxQVmgUKn8BNovaQNWJxy6Liq0Y2Ql+BmD59us7r3bx5UxgZGoqelczF/h6Oomclc2FsZChu3rypkS8jPU08PPi7ODayptjfw1H92tfDSTQZvkb4BG4STcdsE2npGVplKJVK4duihXCyNBI7uzmI/T0cxc5uDsLJ0ki09PUVSqUyR/ee+jxGPDywWpyf7S/293TWqIfqdXx0bXF77WzxLPxK7h/uCyZOnCgM9fXE7IY2wlBfT0yaNOmNrie9r54JIbYLIfYKIQ6+I6+9/9T5WZ4+iaNHjwpABAQEqNN++OEHAYigoCCd57i4uAhzc3ONtDVr1ghANGnSRMTGxqrT//77b2FoaCg8PDw08i9cuFDs3LlTI+3KlSvCwMBA2NraiowMze8kXWUKIUR6erqoWLGiAMSPP/6ocSw6Olr4+PjoPAYIGxsb0aBBA5GcnKxxbP/+/QIQQ4cO1Ujv16+f+lklJiaq05VKpTh16pRW3V42ZcoUAQh7e3uxfft2reNr1qwRv/32m8Z36+PHj4Wtra3Q19cXT58+Vaf/8ssvAhBGRkZixowZGs+jY8eOAhDjxo3TuH6jRo0EIL755huN9L179wpjY2MBiN69e2sca9mypQDEwoULNe43MDBQAGL27NmvvG/p9eV5wKiSnp4uTpw4Ib799lsxduxYMWDAADFixAjxxRdfiF27donnz5/nV9Gv9F8PGIcOHaquj8ZLoSdQKISRZVHx4cA1wqP9dI3jL39hCZFNIGf1byCXkZ4mIg6tEcdH+WgFZ+dn+4vYm6fFhJ9PCp/ATcIncJO4cCtKZ72zCkxDQ0Nf6zmkxEeKB8G/inMzO4v9AcV0Bo8nxtYTdzbOFc8f3MjVtXMaREuSDBj/NWDAAAFoBDCRkZHC0NBQlChRQitwE0J38FalShVhZmYmHj58qJW/V69eAhBnz559ZX0aNmwoAK3vmKwCxo0bNwpA+Pn56bzeuXPnhEKh0ApYVd+xe/fu1TpHV8B4+/ZtoaenJypWrChSU1NfeR+6qALGunXr5uq8Pn36aNVVFTBWqFBBpKena+Q/ffq0VjkXLlwQgKhevbrOMj7//HOtgPHcuXMCEB06dNDKHx8fL8zNzcUHH3yQq3uRciffpl3p6+tTs2ZNatasmV9FSK9JV1dHBXsDrscIyrWewI3ts3h4dgMKhd4rz9uyZQu7du9mRn1r9VqJJgYKhlY1ZdKuXaycM44KkYdJenRb4zzbSg1w7fgZ1uU+BMD7aRj7zmVOdjlx9QkflNHu+nZ3d2fs558zZ9ZMKhYx5I+rSYwbPwE3N7fXeg5GlvY4NwrAuVEAqXFPeXpqO0+Obybu+nH4Z8hE4oMb3N3wNXc3fI15KU8cvNtR1LstZk6ls7yu+GfBcTuTfxcc/6iiOXvC0xg+bBjbd+wo8IXFJeltl5yczNq1a7G3t6dZs2bqdHt7e5o3b8727dvZt2+fxjFdHj9+zIULF2jZsqXOxfSrVq3KypUrCQkJoVq1alrH79+/T2hoKKGhoURFRQHkeJb2nj17gMydn3SpWrUqlStXJiQkhKioKOzt/91y1djYmMaNG+eonO3bt6NUKhk4cOAbb3jRqlWrV+Z58uQJN2/eJDQ0lDt37gC6n0mzZs3Q19dcrq1ixYpA5vuism/fPgD69u2rs7wmTZowZ84cjbTdu3cDmcsMvczS0hI3NzcuX75MRkaGVh2kvCHn6f8HqSa+vOhaVAbFP+yCrUt1nL068PDsn5gXdcv2vMTERIYPG4pPCVPqlNBcpqdOCWO8nY34/Iu5LG9TRB1M2lSsh2vHz7Ap762R37vCC+sxXntC/9a6x7QGBQXx8/9+YvyBJzg5OTJu3Lic33g2jKyLUrxpH4o37UNKzGOentrKk+NbiL9xUp0nIfwKd8KvcGfdLCxcP8DBpy1Fa/ph6uCica1XBdFbt26VKwJI0ks2bdpEbGysziCoR48ebN++neXLl78yYLx79y4AO1+x49OLS4RFRUUxceJEtmzZwsOH/67SoAo8cjpzWLW4dnbbk7q6uhISEsKjR480AkZnZ+cc/yJ548YNAKpUqZKj/Nl5cVzhixITE5k+fTrr1q3j9u1/f+HP7pnoWivYxMQEMzMzUlNT1Wmq65UurfsXb1tbW6001fvarVu3bNfAjI+P13m+9OZkwPgf9Nlnn9GjRw8WL17M8mU/U9rWkPupVjh7Za6D6Vy9M0+vH8Ap9Q53FNC33ycMHjxY67f1WbNmEfEwgpmtbbW+6BQKBcNqWNJ3WxSrLycwqnuLzECxgu7F2R1sTSlTzJLbEc+4GhZDXEIq1uZGWvnMzMwYOy6IMaNGMubzcfkyicTY1pESzT+hRPNPSI56yNOTW3lyfDPPbv070+/53RCe3w3h9h9fYOlW7Z+WRz+UprbZB9HFTRgWOISmTZvKCTCS9IIVK1YAsGTJEpYsWaIzz59//kl8fHy2S4ypAhlPT0/1phK6fPDBB0Dm5JEPP/yQe/fu0aNHD3x9fSlfvjxubm4MHz5cXa+cUC2Fk92aiXp6ehp/quTm+0C1DmRerM2oq1ylUkmTJk04ceIEHTp0YPLkyXh6elKmTBkWLFjAtGnTdF4rq4D35XRV/XU1XoDuJYVU72vHjh2z3YbVyEj754aUN2TAmAMpKSl89NFH/PXXX7Rs2ZJVq1a90x/KYsWKkZCQwK8rV1KruBFH7qdSrtUA9A0zAxx9Q2Nc6/Xjxo7Z1C1hxMrlv+Bf0RxLO3OupyaTkZrM3YdPmDN7A/4eZhS31P0xKm5pgL+nOWuupzC56xxssvmtGzJbGW9HPEMp4NT1pzT10v2bb/369UkXaMxyzC8m9s6UbDmQki0HkvQ0nKcntvLkxGae3/l3R6Nnt87x7NY5bq2eyqp7VkQ8fMjM1na6g+jq5vTdHpHtLHJJ+q+JiIhgz549WFtbq5eTedmtW7e4e/cua9eu5ZNPPsnyWk5OTgC4uLjkaO/lX375hTt37vDVV18xZswYjWO53ajA2dkZgNDQ0CyHyty5cwd9fX1KlCiRq2u/SHWPoaGh1K5d+7Wvk5UdO3Zw/PhxhgwZwqJFizSO5cXmDaoWwKy2O1R1e79Idc/dunWja9eub1wHKfdyFDDmZIxDXlAoFGzfvr1AysqNX3/9lY0bNwKwbt06WrRoQb9+/Qq5Vq9PNcbO3EDJ3w/BulQ1bEtrjjW1Le2Ndcmq/P3gIlYGGUz4+gdmNbRBoVAghGD6gVjsXxijlxXV2L1hgYHseEUXkbeHA7/vvwVkjmPMKmAsLKZFS1GqzVBKtRlK0uO7PDmxhacntvA8LHM90QfP0ll55Cb+nubZB9Eepnw1Zza9evXKtutKkv4rfv31VzIyMvjkk0+YO3euzjw7d+6kVatWLF++PNuAsXTp0jg5OXHixAliYmJe2T157do1ALy9NYfJJCUlcerUKZ3nGBgYaHSxqjRu3Jjly5ezbNkynftfX7p0Sb25RVZr2uZEw4YNmTFjBitWrKBXr16vfZ2sZPVMhBAcOXLkja/v5eUFwNq1a+nZs6fWcV3bIKq2Dt65c6cMGAtJjgLGXbt25fsgfSHEOzMR4F2pZ1auXbvGrn8GECv09Cldf4DO1rDSDQZyYXUgcalw4mEq4fEZuFgbEB6fwYmHqQysZqEeo5cVEwMFbcsY8dPu3Vy7dg0PD48s81Z1t8fYUJ+UtAxOXHvyVn8mTB1dcWk7HJe2w0l8GMrj45sZP+ZL7E318jSIlqT/AlW3b3bBT4sWLShRogR///03oaGh2f6yNWDAAKZPn84nn3zCL7/8otGFHRYWxu7du9VrKKparl5cmzE9PZ2RI0dqTNR4kbOzM7du3eLKlSt4enqq07t27crkyZNZt24drVq1onfv3upjcXFxDB48GCGEel3H19WoUSNq1KhBcHAwkyZNYtq0aeou7vT0dA4ePEiTJk1e+/ovPpMX35OZM2dy/vz5N6o7gJ+fH3Z2dmzbto21a9dqBIB//PEHmzdv1jqnWbNmlClThhUrVtC4cWOtQHPbtm0UKVIEHx+fN66fpFuOd3oRmUvw5NvrbdazZ086duyIhYUFXbp0ISAgoLCr9EacnJzQ0zcAhR7O1TthYqN7PIiJTTGcvTqCQg89fX0aTltPjZnBdP7pBM0bN2BzaCrJ6dm/d8npgi23U2np6/vKxdmNDfWp5p45CPxpbDInL97m7NmzWq+rV68CmTsK6ToeERHxGk/l9Zk5u5Ps0Ypjt2NoV84sx0H0rt27Of3XRoQyo4BqKklvn1OnTnHlyhWqVKmiHleoi56enjoAe9XOL0FBQdSuXZuNGzdStmxZ2rdvT//+/WnYsCHu7u789ddf6rw9evTA3NycL7/8ksaNG9O7d28qVqxIcHAwHTt21Hn91q1bA5lB7Mcff6zehcXY2Jj169dja2tLnz598PLyon///nTv3h03NzeOHDnC9OnT8fX1zc0j0qJQKPjjjz8oWbIkX3zxBeXKlaNv37507doVNzc3ZsyY8UbXb9OmDc7Ozvz22294e3vTt29fqlWrxrfffpsnvWvm5ub89NNP6Onp0a1bNxo3bsyAAQOoX78+ffr0YebMmYDmOE99fX1WrVqFubk5vXr1okqVKvTq1YuePXvi7u6On58fkZGRb1w3KWs5amHcv39/ftejQLm6uuYqSDU2NmbDhg2vXd6BAwde+9z8sGLFCpRKJcYWRdQTXbKimgCT+jyKTYcvMGLECAAWLVlKRU9PVl9O4OMqugcuQ+YOMjHJggULF+aoJc3bw4HjV58A8MNvu1jxlfZ2WCpZBe5Tpkxh6tSprywrL1WoUAHfFi3YfHQ/7V8RNCanCzbfTMTb2YjnK4fw98YJ2Fash23lBthWqo9p0VJZniu9zwp+7+DXl3d1zUnrosrHH3/MzJkz+fXXX5k+fbrWxBEVExMT9u7dyzfffMPq1avZtWsX+vr6uLu78/nnnzNq1Ch13tKlSxMcHMy4ceM4e/asekmeb775hs8//1zn9T/99FMePHjA2rVrWbNmjcYWdtWrV+f8+fPMnDmTHTt2sGLFCiwtLfH29mbkyJGvnOWdU25ubpw5c4bZs2ezadMmVq9ejZ2dHdWqVWP06NFvdG0bGxuCg4MZM2YMx44d49q1azRo0IC1a9fy22+/5Un9O3XqxJ49e5g+fTonTpzg7Nmz1KpVi0OHDqm7+1+eFFOrVi1OnTrF9OnTCQ4O5vfff8fGxgYvLy+++OIL9W43Uv5QiLe9eU9Si4+Px9ramri4uGxnCWZHCIFr6dKEh4VRqnZvnL06vPKch2c3En50JaVcXLh754468Js0aRJzZs3kl9a2Osfs3Y9P5+MdMYwbPyHHEzzuPnpG9y+DAaha2or+Da1zcXeZihUrlu0suvwSGhpKRU9PupU3yjaIXnbhOX9cSeCXNvY6n5upUxlsKzfArlIDbDzqYGD2+mOdpHdBMnD0nz/fJSZA7X/+lKS88+uvv9KrVy/mzp37xsGvlHdkwPgOyYuAMTIyMnNT+KJlSE9+RpWPFqpnR+uSkZbChdWBGJhYkvj0NpGRkeq1wxITE/GoUI5iyihmNbDSaEEUQhB0MJ5HekW4cu16jpeMEELQYcoeHsckYWSgx+45LTExencm8+c0iB49IpBhrWsQc+kgMZcOk56YxcLAevpYuVfHrnIDbCs1wLJM1czhBNJ7Jpl3q4URMjuoZLAo5b02bdqwfft2Tp48yYcffljY1ZH+keMxjAAXL17Mr3pk6/r164VS7vvo+fPnABT7oA1pCTE8PJt9V/vDM+tJS4zF6YPMpv5nz56pj5mZmfH9gkWceJDM3/dTNM77+34KJx4k8/3CRblaX0yhUKgX8U5NV3IuNCrH574NgoKCKOZcjAVnErSGPQghWHg2AWdnZybNmIVz455UHL6UOj9ewWvqDlw7f451eR8ULwaEygzib5zk7oavOTetDX8P9uTStx/zYN8Kkh7fLdibk/KRCWDxjr1ksCi9vrVr16p/HqkolUrmzJnD9u3bqV27tgwW3zK5aqrw8fFhwYIFfPzxx/lVHy2///47gwYNyvHWTFL2VGNC9AyNM3d0ObORouUb6Zz4khT7kIdn/8S5ekf0DTLXnXx5KYi2bdvi26IFi47up0YxY0wMFCSnCxadS6Klry9+fn65rqO3hwNbjmWuz3Xi6hNqeTrm+hqFRRVEt2/fnr/vG1O35L8/VFVB9ObNmkG0Qk8fK3cvrNy9cG0/kvSk58RePUrMpYNEXzxIUkSoOm9GYjyRp3cQeXoHACYOLthWaoBd5QbYeNbF0Dz3XfiSJEkFbfLkyfTt25d69erh4uJCQkICf//9N3fv3sXFxYWVK1cWdhWll+SqS1pPTw+FQkGzZs348ccfcXV1zbeKRUREEBgYyKZNmwDIyJAzSfNqDGO58hWIxYHSjYdxYXUgZnYlKd9mklaX8vVtM0iKvs8HHy3gdvD32PKUG9evaU1eeXns3rILz1l7I5XLV66+1j7P8YmptBy3E6UAVycLfp/w+stDFAYhBK1atuT80f0MrGLKkgtJ6j+r1Wmc672kkyPvE3PpENGXDhJz6RDpz2N0Z1ToYeVW7Z/JMw2wcvNCz+DN9pmVJEnKDzt37uTnn39Wr2xhYGCgnu386aefYmdnV9hVlF6Sq4Bxzpw5TJw4EaVSiaGhIf3792fcuHFZ7kX5OqKiovj6669ZtGgRiYmJKBQKvvjiizzbM/hdlhcBI8B3333HqFGjqdp7Kc8f3+DGjlmUaxWEXZl/F2mNvn2cGztmU671eCwc3Dm/sj/z581j+PDhOq+pGrs3o54Vkw7H52qiiy795x3i0p3MwGjT9OY42pq+9rUKQ2hoKJ4eHhjqCRLTlJgZ6pEuFFy5eu21gmgVoczg2d2LxFw6RMzFA8TdOIXISNOZV9/EAhvPOurxj6ZOZeSaj5IkSdJryfWkl8OHD9OvXz9CQ0NRKBTo6+vTtm1b+vTpQ7NmzTA2znoCRVYyMjI4ePAgK1asYN26daSkpCCEoFSpUvz8889vtADp+ySvAsbY2FhKliqFUZHyuPuO48aOmSRG31NPgFFNdDGzK0W5VkGE7pxFatQN7oWHY2Njo/OaiYmJuJcpzePHT3BycuTmrdtvtFfyzzuusXRn5tjVoO5VaVvb5bWvVVjq1avH30ePUa71eG5sn0ndOrU5dOhQnpaRnpxA3LVjmS2QFw+Q+OBGlnmNi5TArlKDzBbIivUwtMh+BwxJkiRJUnmtWdIpKSnMnj2b+fPnEx8fr261MDU1pX79+tSsWZNq1arh6upK8eLFsbCwwMTEhJSUFBITE3n48CFhYWGEhIRw8uRJDhw4oB6jKITAxMSEoUOHMmXKlCw3J/8vyquAMSIigg0bNjDi00+xcCxHkQpNuXPgB5yrd6Sk90fcO/4bD8/+SemGg3l6ZQ8Jj6/z/YIFr9z0/dtvv2XMqJF8PW8+n3766WvXD+DSnWj6zzsMQKOqzszs924Nfg4NDcXTsyIOVdurn+mTkM1cuXw5X7cDTImOUHddx1w6SFp8FpOGFAosS1dRj3+0KlsDPYO3a3/0iIiI11qEvbCWVZIkSXqfvdGyOjExMSxcuJCff/6Z8PDwzAu+RpeXqgr29vb06dOHTz/9NE+7ud8XeRUwTp06lWnTpmmlK/T01a1hunYfedWC2GfPnqV69eqcOXNGvVfo68pQCloG7eRZYhqWpobsmOWLgX6uJvUXqBeDGyEEw4YN5/zlUCp1X6Butb30xzCqVSzL999/p/5/kp/BjVAqeR5+WT15Ju7GSURais68esZm2HjUxq5yQ2wr1cfMuWyhd19n9Tl9lcJYuF2SJOl9lyfrMAohOHjwIFu3biU4OJjLly+Tnp6zNcXc3d1p2LAhfn5+tGjRAiOjt6uV422SVwHj+fPnuXz5MpDZlXz48GF2//UXT548BQSgwNDMDvtydSlewg3f+F/x+OQbKlaqRNWqVbO8bl4GjAATl51i37mHAPw0qh6VS7+9g6B1BTdZjQt9UUEGNxkpicRdP5HZAnnxIAn3rmaZ19jOGdtK9bGt3BDbinUxsipSIHV8UVYtjFevXiUgIIBVq1bp3JtctjBKkiTlvTxZAVihUNCwYUMaNmwIQHJyMlevXiUsLIyIiAieP39OSkoKhoaGmJmZ4eDgQKlSpfDw8MhyTJyUfzZt2pRly41CTx+hzKBM46HYulQD4PuNO3nWsydTpkzJNmDMa94eDuqA8cTVJ291wDhw4EDatm1LUlISnTp1IdXUGdvSNTXy2Jb2xtalOkbJD9mwYR2mpqYFGtjoG5th90Ej7D5oBEBKzGNiLh8i5uJBoi8dJC3uqTpvSvRDHh36g0eH/gDAwvUDbCvVx65yQ6zLfYheNou955VXBX4eHh558ouJJEmS9Gr5smWEiYkJ1apVo1q1avlxeekNqYKbl73YcvPcqBTLD0UD0K5pK/o0HYBn064FWk/VAt6QGTB+0qpCgZafG6rgZtKkSURGRVLZf7JWl65CocCl3idc/GM4u3fvfqNZ5HnB2NYRp7pdcKrbBSEECfeu/tt9fe04yrR/t6p7fjeE53dDuLdtIXpGpthU8MlsfaxUH/MSFQq0+/rQoUMYKDL/lAGjJElSwZB7jEk6VXExxURfSXKGHuGWNdCLOVXgdXCwNaVMMUtuRzzjSlgMcQmpWJu/vUMWQkNDmTPnK5yqddC5EDqAiU0xnKq2Z86cr+jVq1e+ToDJDYVCgUUpTyxKeVKy1WAyUpOJu3Eyc+vCiwd5HnZJnVeZmkR0yH6iQ/YDYGTjqG59tK1UHyProvlWz8TERL6aPQulgK9mz2LAgAFvNBtfkiRJyhkZMP4HLVmyJNvJBAEBAQBUbDYEy/LNSVWY8EfwNYpFLynQyQQRERG42gluR4BSwNpdJ6le+tXBQWGMYRNC0G/AYPTNbHH26pRtXufqnYm5eYjAYcPYmctFvAuKvpEJdpXqY1epPvhPIjXuKTGXDxN98QAxlw6RGvNInTc19jGPj6zj8ZF1AJiXqojdP+MfrcvXRN8o79bQnDVrFpGRkcxsaMOkw5HMnj270FtqJUmS/gvyZNKLVDDyclmdnCxXcutxEvN2RAJQWtzhmwndsg3E8nrSy9SpU/l22WY82k0F4MmVvdwOXvjK8wpqIkmGUnD5bgyHL0awbd8Jdi3oR6navXH26vDKcx+e3Uj40ZVcuXJF58SNt5kQgsQH14n+Z/Hw2GvHUKYk6cyrZ2iCdXlvdQukeUkPFHqvN9s9qx2FLl2+8ta01EqSJL2vZMD4DsmrgDGnhBB0GLmSxxk2AKwZ60Opklnv65zXAWNERARh9x4wdvVD0jIENmb6fNG1GNeuXSu0WbLJqRmcuv6UwxcjOHLpMTHPMpepUW2l+OIC6FlRLYxuUaQUI6csIKBFJVydLLPM/7ZTpqUQd/MUMRcPEX3pAM/vXoQsvlYMrYqo1360rVQfY1unHJXx4naLv7SyUe9Z3ndnLNVq5367RUmSJCl3ZJe0lCWFQkF9x1jWPbQBYHPwRYb1dsx2uZMX/3xZbgM5VX6v08c4cfUJsYkZ2DqXxeOfwKCgZsnGPk/h70uPOXQxgpPXnpKcqr1GpUIBRco1JHTvtzw8u4GS3h9leb2HZ9aTlhhLqbrT2X76CdtPB+NVtggd6rjSoEoxDA3e3vUmddEzNMbWsy62nnUp0208qc+iiL18mOiLmQuIp0Q9UOdNi4/kydENPDm6AQDzEhWw/Wf3GZsKPugb6x5ysGXLFnbt3s2M+taYGGS+/yYGCoZWNWXSrl1s3bpV50QuSZIkKW/IgFHKVtPKtqx/oEQo9NhzOZ6hSpHjMZAve92uYu8KDpy4+gTInC39OOQQCj39fJ0le/9pAocvRnDo4iNCbkWh1NFgZmyoj7dHUepXLoaVeEr4bS/WmfmxddtGipZvpHPiS1LsQyLO/UnlOu0wt3Ei45/rnr0ZydmbkdhaGNHGpxTt6rhSvIh5vtxbfjOytMfBpz0OPu0zu68jQtWTZ2KvHiUjOUGdN+H+NRLuX+P+riUoDIywLldT3QJp4VIJhZ4eiYmJDB82FJ8SptQpodlyW6eEMd7FTRgWOISmTZvKCTCSJEn5RHZJv0MKuksaIO7maYZ/s5sbhpUAWBBYm+JW6TpbGHfs2MGkSZOYMWMGrVq10jr+ul3FdyLi+Whm5oxcrzKWbJgTwOMnj3B0cOL27dA8CRKUSsHV8FgOX4zg8MVH3I54pjOfrYURdSo5Uf+DYnxYvigmRvrASwt3K/SwLvEBFdpO0egmFUJwbcs04u6HgFBiYGJJj+GzSLIoT/iTBK2yvD0c6FDHlTqVHN/qXW5yQ5meSnzoGXX39bPbF0AodeY1tLTDtmJ9/nfyMYtWb+GX1rYUt9T+HffBs3T6bo9h3PgJcgKMJElSPpEB4zukMALG9OQEFg/pxu/m/QHw/bAEU3pV15n3t99+U48t7NGjR57VQQhBhyl7eByTxMNTq7l/+k/KthrHzR2zmTB+3GsHCalpGZy5Ecmhi484cjGCyHjd2+aVcjCnXuVi1PvAiUqudujraY+Ve7Gb/sCBA4wePTrLnV7mzZtHgwYNgMwg2snJiXOhUfx55C4HLjwkPUPzv2QRaxPa1XahbS0XHGzzbsbx2yDteQwxV45kLh5+8QApkfc1jj94lk7fbVH4e5rzcZWs95WXE2AkSZL+z959xzdV/X8cf92kew9WgUJZZW8Q2SDKUmQqiiguvqICKk5QWfpTcSvDiQLuyVCWiMgesgUZBTooUKB7JmmT+/sj7aWhaZtCuj/Px6OP3iTn3ntacuk7555RuiQwViLlERgBtk3rxcvGxzDovHF31bH6/wbj7elaoFxpBUaA1789yI9rd3Ho2ynU7TyK0G7jOLvrGy4fXsXRo0ccDgmpmSZ2HL3IlsNx7D52kUyj/f6IrcMC6dM2hN5t65R4QIqqqgwZOpStOw/Q+q4PtbWkj34/hT49OrNm9epCB2gkphr4fVcMK7ZHcyEx0+Y1nQI929RhZM8wbmhZy25wrcxUVSXrYqS28kzS0W08t/Ys0Sk5fHlbDa3voj2GHJUH1iTToUd/1qxdKwNghBDCyaQPoyhWQMPmdDjyD7s8+mHMtrDxwHlu79GwTOtwQ4uavDnjM1y9r8xzmDef4ZSpU4sMYRcSM9l62Nof8eCpBMx2OiS6uejo2sLaH7Fnm9oE+3lcc10VRWHB/Pm0atVaGwBzft/P5GSlsGD+/CLDTJCfB/cNDGf8zc3YffwSK7ZFse1IHBbVOhfl1n/j2PpvHCFBXgzv2ZBhNzYg6DrqWpEoioJXncZ41WlMvVse4Oi/h9m9uD2PdPQpMiyCdQDM7U3c+HT9eta++hAdevbHt1E7vENbonOpuJO9CyFEZSGBURTLp0FrOu3/gV0e/QBYvTumzAPjpVM7SY7eT/jQ6dqUNXpXd+r3fIB1a96wGSWrqionY1PYcjiOrf9eIOJcqt1j+nm5Wvsjtq3DDS1r4eXuvMuhadOmPP/8c7z+xjx86jQn7uAKZkx/gSZNmji0v06n0L1Vbbq3qs2lpCx+2xnNyp3RXE62Ltd3ITGTj387xmerj9O3fQgje4bRObxGlWpZa9WmLYMHDWLljk2MCPcqtoVxZUQm3eq64Xl8NSdPrAFAcXHDO7QFvmHt8W3cHt+wdniHtpAQKYQQJSS3pCuR8rolHb9vPf++N4EP/GZyUV8PgB9eHkCDWrZ9ykrrlnRmZibNW7QkXVeT5re9VGAgycnVr+KVc5lvV21mT0Qq247EcTHJ/kTS9Wp4Wfsjtq1Du8ZBpTqYJK/esbGxhIaGcvzYf9c1QCfHbGHH0Yss3xbF7uOXCkx12KCWNyN6hjG0W4MKvYRiSVw9WXdhvjiUzg/HMvnitmDq+eiLPKYWIht1wLdROwmRQgjhAIebVFJTra00Hh4euLk59z/WlStXsnLlShRFYfHixU49trh+Pg1boQCdjDtZ6zUGgDW7Y5g0rFWZnP/111/nwoULtL1reoEWNEVRaNjrYQ59O4Vxjzxvd/7Dlg0C6NOuDr3bhtA4xLfMWuG8vLxYtHABU594ig8/eO+6R3O76HX0aRdCn3YhnIvPYOWOaH7fFaNNHh5zKYMPlx/l49+OcVPHuozoFUa7RkGVutWxadOmPPf888x7/TUGNfawO0o6NjWH749l8cKMlxg7/TnSo4+QFnWYtDOHSI86TOaFUzYTias5JtIjD5MeeZi8sf6Kixs+oS3xadQe30btrbez6zeXECmEELkcbmHU6XQoisKsWbOYOXNmkWUPHz7MwYMHAbjvvvuKPfacOXOYM2cOiqJgNhcchCCsyquFUVVVtj/SgqQslTcC5mFBR80AD5bPGWgz8KI0WhhPnTpFq1atqdVhRJGTYZ/d9Q3nD6yg/d0f4hNcl87hNenTrg692tShVkDVGlmcX3aOhc2HL7BiWxT7IuILvN44xJeRvcIY3DUUHzsDlSqDzMxMWrYIJ8SSwOt9/Qq0ME/fnEqcrgb/HT9hN5TnZKWTHv0vaZGHc78OkRV3utDVaPIoLm74NGiFb6N2+OTe0vau1xydS+X8PQohxPUolT6My5cvZ86cOeh0OocCo6jYFEXBu0FLco7vItx0hONu7bicbGDvict0a1mr1M6rqiqTp0yxGehSmLqdx5BwcjMup39k7Sfr8PGqHi1Dri46bu5Uj5s71SMqLo2VO6JZvTuGtMxsAM5cSOOdn/5l4cr/GNi5PiN7hdGiQUD5VrqEvLy8+HD+QkaMGMH2WHd6hV4Z5LM91sjucwZWrlxYaAuui6cPAS26E9Ciu/acbYg8RFrk4QIhUs0xkXbmIGlnDmrPKa7u+IS2zG2FbI9Po3YSIoUQ1UKpDnqR7pFVh0+D1qQc30Vn0w6Ou7UDYPWumFINjMePH2f9unU06DGhyLWZwToAplabwezdsYyz0aftrjFd1YXV8eWJUW145LaWbDp4nuXbovg3MhGwroG9amc0q3ZG07JBACN6hnFL53p4OnGgT2m6/fbbGTxoEAt3bKJLiLu2lvTCA1kMGTyYYcOGleh4dkNkZtqVEJl7Szsr7rTNfmq20X6IbNAK37B2uQNr2uNVL1xCpBCiSqkcfy1EufNp0BqAFtmH8XW1kJatY/PhC6RlZuPrVTp/GFu0aMGgwYPZunMdtdsOLTI0mrONxB9dz+AhQ2jRokWp1Key8HDTM+SGUIbcEMqpcyks3x7Fun9iyTTkAHAsJpljMQf5cPkRBncNZUSvMJrWLbsuDtdCURTmL1hA61at+PZoBg+29+HboxkkGVXmL1jglH6aLl6+BLTsQUDLHtpzV0LkIe2Wtt0QefoAaacPwMbc+uaFyNz+kBIihRCVnQRG4RDvBtYBLi6Y6eZ3jj8TQjHlWNiwP5ZRvRqVyjntzWdYGOs8h8nFznNY3TSt58+zd7bn8eGt2bA3luXbozhxNgWADEMOv2yN5JetkbRrHMTIXmH071AXd9eiRxmXl/wDYFrXcM0d6PKiw1MVXQv7ITKVtKh/SY/K3yfyjM1+NiEyl87VA+/cPpF5t7S96oWj08t/w0KIik/+pxIO8a7fHBQdqBYaJ24CrH1Tf/rrOGFeSQBERkZq3/fv31/gGNeylnT++QxrNu+PR0DB/bOSz5d4nsPqxsvdheE9wxjeM4xjMUks3xbFhn3nMJisg8wOn0nk8JlE3vv5X27t1oARvcIKTJtUEUyfPp3Fn33KjL8vUadObV544YUyr4OLlx+BrXoS2Kqn9lxeiEyLPER67i3tq0OkJdtA2un9pJ2+cm3oXD3wadgan9zpfXwbd8CrbjMJkUKICqdURkmXdNSzjJJ2THmNks6z57neZJ6PYMmRLPa3mIN3TWvL4sFvJmNIii1mb5g1axazZ88u8Xnz5jPM0Nck/Fb78zD6WOKve57D6iY9K5t1/5xl+bYozlxIK/B65/AajOwVRp+2Ibi6lN58lSX1/vvv8+y0p3jr3fd48skny7s6hbKGSGsrZHpeS+TFyGL307l5arezfXJbIyVECiHKm/wPJBzm06A1mecjGNbEjea9G7DquPX5Z19fyoiuARw7dkybVsfeoJOSti7m8fLyYsH8DxkxYgRJkXsIatxNey0pcjdJUftYsnKlhMUS8vF0ZUyfxozu3YjDkYms2BbFXwfOY8qxALDvZDz7TsYT5OvObTc2YHiPhtSt4V3OtYY+ffqQo1q/V2TWlsheBLbqpT2XnZFi7RN55hBpUdYgeXWItJiySD21j9RT+7TndG6e+DRsbW2FzA2SEiKFEGVJ/rcRDvNu0Bp2rSDYU8+o5hZWn3TBbFE5EGNi5sMdtHItW7akU6dOTj337bffbh0As/0L/EM7oHd1x5xtJHb7FwweMqTEo2TFFYqi0L5xMO0bB/PEqDas2X2WFdujOHs5A4DENCPLNkTw1Z8R3NiyFiN7hdG9Ve1SXSWnqnL19rcfIqPyBtZYB9cYLkXZ7GcxZZEasZfUiL3ac9YQ2UZbrca3sbUlUtFVzD6oQojKrcSBMTY2lj179hRbJs8///xT7PQ6+cuLisun4ZWVXVwuHaVnm8FsORxHfKqRPccv41HEvtfL3gAY60CXFBno4kQBPu6MG9CUu/o3YV9EPCu2R7H50AXMFhVVhZ3/XWLnf5eoFeDB7T3CGNa9QalNjH7hwgUuXLhQ4Pljx47ZfL/atfSVLU+u3v4Etu5FYOv8ITKZ9Mh/SYs6pA2sMVyKttnPGiL/ITXiH+05nbsnPg3aXBmdndsSKSFSCHG9StyHsbSoqip9GItR3n0YjUlx7JzSAYDANn1JvfV9nvvU+uGhf4cQBoSlcfPNN/Pnn39y0003lcr75eWXX+a11+fRbOgLRKx5gxdnvMDcuXOdfh5xRUKqgd92xrByRxRxibZrdOt1Cj3b1GZkr0bc0LwmOp3z/s1nz57NnDlzSrzftfaVrehsQmTuLe2rQ6Q9OndPfBq2vTJPZKN2eIU0lRAphCiREgfG0pyMWwJj0co7MKqqyo7HWpOdloirXw26zT/MkGd/JWLvOi4dWUdW0jmtbNNm4Ux+/DEmTJhAQECA0+qQmZlJ48ZNuXgpjtq163Dm9Cnpu1hGzBaV3ccusWJ7FNuPxGG56r+CejW8GN4jjFtvbECQb9ETrTuisBbG4lS2FsbrkZ2eZJ3iJzJfS+TlmGL307l74duwbe6gmnYSIoUQxXI4MPbr169Mbvtt2rSp1M9RWZV3YAQ4+PodJB/dCkD6yA8Yc+9DmIwGgpp0J6hJd1zcfcgxppN0eieJp3fi5e3Fzz/9xKBBg5xWh/fff59pTz/Du++8XaFHyVZlF5OyWLUjmlU7oohPNdq85qJX6N++LiN6hdGxabB0FyhjeSEy7cwh0nNvaZc8ROa1RDYp1xBZ2IeGLVu28O7bbzLtmefsDn6qTh8ahCgrDgdGUf4qQmA89c0sYtd+wp7zRmZsScM/tCNh/R/HzTuwQFlTRhJRfy8k5exBVv/+u9NC4/79++ncuTP79u1z+uAaUTI5ZgvbjsSxYlsUu49fLvB6w9o+jOgZxpAbQvH3rh7re1dE2WmJufNEHs4NkYcwXD5b7H46d6/ckdnt8MkbWFOnCYqubAY8FdYtQa/kLvutUKClG6putwQhypMExkqkIgTGuK0/snf+ZO5ckYhnvQ40GzqjyBYI1WImYu3rmOJPcDYmpkS3p4sa9FDc9D3SulD2Yi9nsGpHFL/viiEp3WTzmpurjps71mNkrzBahwVeV6vjb7/9xtQnnuLDD96T0fHX4UqItAbI9KjDDoVIvYe3tU9kbiukT6N2pRYi7f0fsGjRIpYu+YJXe/vz0tYU7n/gIR599FGbMvJ/gBDOJ4GxEqkIgTE9+igvjO7Oov0ZdLx/sd2WxauZMhI5uGwi7737LlOnTnX4XDLooXIyZZvZfPgCy7dFceBUQoHXm9XzY0SvMAZ1qY+3R8nWVs6bxD02Npb69etz4vgx6cPqRKa0hNwpfg5rQdIYX/wsFnoPH3zC2uAb1t46sCasHZ51Gjs9RJ46dYrWrVoxtrkbD7b34YtD6fx40sSRo//RtGlTp55LCGFLAmMlUhECoznbSMMafhhqdaXZ4Gcd3i9i/VsEcpmTJ4473Lokgx4qv6i4NJZvj2Lt7rOkZWXbvObppmdg1/qM7BlG89CAAvsW1rr05ZJl2ij5Bx+YIK1LpUwLkbkjs0sWItvarJ3tWbvRNYdIVVUZOmQIB3ds4suhAXi4KBhyVB5Ym0zHHjexes0a6S8rRCkq88CYnp6OwWCgRo0aZXnaKqEiBMb4+Hhq1qxJs8HPEty0Z/E75EqI2EbE+reJj48nODi4FGsoKiKDKYeNB86zYlsUR6KSCrzeqmEAI3uFcXOneni4WaeHtd/CrFCv6x2EdhvH2V3fcG7vz4Dtf2HSwlz6TGkJucsd5muJTDhX7H56T1/rZOON21tbIxu1czhErly5khEjRvBKH396hV6Z9XXbWQMvb0lh5cqV3H777df1cwkhCleiwJiamqptlySwZGdn8+677/Lpp58SFRUFgJubGzfffDPTpk2jf//+jte4Giv9wJgFFD2tUVRUNI0ataHl8Dn4h7Z3+MjJMQc5vmo2kZFHCAtreH3VFJVaRGwaK7afY90/cWQabd9vPp4uDLmhDiN61sOTdC5ciAOsrUtTpjzLwaORtLl7vrbSz5Hvp9CxdWM+/PBNrXUpJKQOISF1yvznqu5MqQmkRR4hPeooaZFHSIv8F2NC8XcI9J4++Ia1xqdRG3wbtcW3URs8azWwCZGZmZm0bNGRumoir/XxK7Ce/PTNqVzQBXHs+AHpoiCcQA+UzoIElZnDgfHrr79mwoQJANx0001s2LDBoRNcvHiRoUOHcvDgwQJzOCqKgqIozJo1i5dffrmEVa9+SjcwZgHbAVORpeLjU6hZc9x1tDB+R3Bw+bSOioolw6CyYZ/Kr9vMRNi5w9mhicKIXjr6t1dYu2YXI0a8SvjQ6TZriSee2cXJNW+wcuXL3H77jWVYe+EIU2oqaZHRpEdFkXYmirSoaIwJicXup/f0xLdRQ3zDwvBp1JD3ftzPu/NX8+WtQdTzLbhA2bm0HB5YncgLM8Yyd+69pfGjiGrFDeiJhEZbDgfG8ePH8+2336IoCn///Te9e/cudp/U1FR69erFkSNHiq6EovDVV18xbtw4x2pdTZVuYEwHtmD9ZFX4ipGqqtKk0T2kuja7hj6M0Zw88aX0MxI2VFXlv2gLy7dn8+e+HIy2XR3xdTfyz9IpKD6hhN/6UoHWpZOrX8HbfI4Txxfj5VWaC1QKZzClpJAWFUlaZCTpkVGkRZ7BmFh4iDyXlsMDvydwVytvHmzvU2g56wAYI0eOLqZp03qlUXVRyV24kMCFC8V9YMkBLEAnwNpaLf2irRwOjO3bt+fff/+lbt26Dq/9fN999/H1119rK8TceeedvPTSS4SHhxMXF8fnn3/O66+/jtlspm7dupw+fRp39+tfIaKqKpvA6A4UPXL1nXlf8+z0xdcwSvoxpk4d45TaiqopNdPCuj0mVmw3EhlnAeDsrm84v3857cfNxyOg4H/ahuQL/Pv9FGZMH8fcuQ+VdZWFE1hD5BnSzpwmLeoM6ZGRGBMTrLeb/04mOiWHL2+rgYdL4R82DTkqD6xOoFlYLZbMGol7QCBu/v65XwG4+gfg4iEfKKqz2bO/ZM6cJSXeT/pFWzkcGGvWrEliYiK33347y5cvL7b85s2b6d+/v9YaMHnyZD744IMC5d59912eeeYZFEXh+++/54477ijhj1B9VJTAmJycRt3aw/EIaU/4rS86OA/jMc7G/EBAgK9Tay2qJlVVOXQ6h8W/RrFw+iTqdh5FaLfC70Cc3fUNlw6tYOuuL+naob5T17QW5cOUksy+jTvpMfoNHunow12tvIvd57ujGXx6MJ0ltwXT0L/gnRKduztufv64BQTg5uePa26YtH75a98lXFZN1hbGglN9HTsWzfjxr/L11y/RsmU9rF2zpIXxaoXfe7xKeno6AGFhYQ6Vf/bZK7crO3XqxLvvvmu33BNPPMEbb7xBQkICq1evlsBYCQQE+PLO+A5M/nI/J1f/H41umoybd1CBcqaMRCI3LSI19gBrVs+TsCgcpigK7Zu4ELHpMzz9gqjbaXSR5et2HsPlE38zeNS7tB7+MnWC9NQJ1FEnyPpVO/92gA43VwmUFZ2bfwA3jhzM4EEbWbnjICPCvYptYVwZkUm3um408LP/IdZiNGK4fAnD5UvFnl/n7n4lSOaGTFe/qwOm9bFewmWlEBISTEhI4bN0tGzZkE6dGgFGoANQeBeI6sjhwGg2W0cz+vgU/wv84Ycf2Lt3r/Z4wYIF6PX2L2C9Xk/fvn355ZdfOHz4sKPVEeVs4C2deD3yNLO3HeLg0okENrmRoMbd0bv7YDamk3B6J0lnduHq5s6a1fMYOLBreVdZVDLHj0ezft1uGvSYgN616K4qeld36rQdQsyOZaTHx3LOEsq5eIvdsooCwb6KFiBtA6WekEAd3p4SKCsCRVGYv+BJWre6j2+PZhTZh/HboxkkZ+v45JtXqB/ghiklJfcrmeyUZEypVx7n5DaAFMViNGK4dBHDpYvFlr0SLgOuug3uj5tf7nO5rZoSLkVl5XBg9PPzIykpicQiOicDWCwW7V6/oigMGzaMbt26FblPo0aNAIiJiXG0OqKc+TQI44a67vw4wpW9/q34ZvMZItZv1173DqpHg54PUKtlf1p0kKZ8UXItWjRk0OBubN25ltpthxYZGs3ZRi4dWUuj1l1o07ohF5NV0rPs97ZRVYhPVYlPNXMkyv40Ur6ehQTKQB0hQToCfRUZvFVGmjatz3PP38O8179iUGMPu6OkY1Nz+P5YJi/MuJf2/YofLW/JySE7NRVTSnLuV4r2PTv/49SUMgiXebfBr2q9lHApKhiHA2OjRo1ISkoiOjq6yHLLli3jxIkTgDUwvvLKK8UeO2+gS1pamqPVEeXMp4F1LkUfNx13tA1g1qdfsWnTAQYMeIqNG98jNqclH/1mAOCrDQZevKf4/kdC5KcoCgvmT6VVq/s5v/+XIvswnt/3MxZDMhtWfkCTJv4ApGepxCWauZBo4WKShbjE3K/c7YTUwrtvp2WppJ0zE3HOfqB0c0W75Z0/TNYJsgbKmgE6XPQSKJ1l+vR7WLZ0LfP3pfF634LzMC7Yn0HdujV44YV7HDqezsUF96Ag3IMKdqW5miUnxxokU1MwJSdjSs0NlMnWQJmthc1kcjIyij9eCcKl3sPjym3wgHytlXmtl/kCpl4GjF6zLVsO4aJYv1tvSQt7HA6MXbp0Yd++fWzdupWMjAy8vQsGgLS0NF588UXA+p/9uHHjaNu2bbHHjo+PByj0trWoeDxD6qK4uqJmZ5MeE42iKAQEWG8XBQT40K2lB1/9aSQ9S2XdPyYeHupJ7UDnrisrqr6mTevz/PN38/ob31KzeX+7o6Szks8Td3A5M6aPo0mTK9Op+HgqNK3nQmEzrBizVS4lXQmQVwfKi0kWzPbvamPKhphLFmIu2S+gU6BmgEKdQD2184XJvEBZO1CHp7sESkd5eXnw4fwnGTHiRbbHutus9LI91sjucwZWrpxZKtMq6Vxc8AgOxsOBFarywqX1NniKNVwm5wbM3MCZnZricLg0GwyYDYaShcuAvBbKANvBPQEBWuCUcHlFZqaBuXO+xKzomTvnS/73v8F4ecm1aY/DgXHUqFF88sknpKen8+qrr/L6668XKDNx4kRt7VcPDw9ee+01h4598uRJAGrXru1odUQ50+n1eNerT3pUJFkX4zAbDDave3sqjOnjzpL1BnLM8O1fBp4aLSswiJKbPv0elixdT/S2zwi/9eUCrUsx2z4vUetSHndXhdBaekJr2f+garaoJKSotoEyyWwTLrMKmefeosLFJJWLSTlwxn6ZAB+FOoG2A3LyAmWdIB1+XnLbO7/bb+/J4EFdWbjjIF1C3LW1pBceyGTI4BsYNqxHeVexZOEyO9umX2X+lsq8/pd5rZo5mc4Ol55X3QbP/Z43uCdf38uqHi7nzl1KckoWKirJKVm88srXvP66TP5uj8OBccCAAbRs2ZLjx4/z5ptvYrFYmDJlCrVr1+bYsWPMnDmT3377DbC2Lj7//PPUr1+/2ONmZ2eza9cuFEWhadOm1/6TiDLn06Ah6VGRoKpkxJ4t8Pqdfd357i8DxmxYtcPI/QM9CPSVVkbhmPxTYDz15BiefnohSZF7bFZ6SYrcTVLUfl5+93GOH7f2gS5uJKSj9DqFWoEKtQJ1tGtc8HVVVUnNVAu0TOZ/nJxe+G3v5HSV5HQzx8/av+3t6UaB1sk6QXprqAzUEeyvoK9G0wflHwAzb2cKx5NUWgQqJBlV5i94stKFa52rKx7BNfAIrlFsWS1c2rkNbtv/MsXBcJlFliGLrItxxZbNC5dXboMXnIooL3jq3dwc+tkrilOnYnnrre9A0dH81hc5ufo13nrzBx56aAASRwpyODDqdDrmz5/PoEGDsFgsvP3227z99tt2y3bv3l27NV2ctWvXkpWVhaIodOjQwdHqiArAp0GYtp0eEw0BDWxeD/TVMbyHOz9uNmIwwY+bjTxymyy1JBzzySerrppkVyFy8yf4h3bQ1pKO3PwpoDBt2kKt1KxZ9zN79gOlXj9FUfD3VvD31tE81H4Zg0m1HyZzWysvJ6tYCsmUWSaIirMQFWf/trdeB7UCbFsn8w/MqRWow72STx9kb968u8fdwrJlf6CicjFdYcKEQaSkZLB//0mtjLM+NFQUJQmXZpOpwIAerf9l3mjx3OBpzsws/nglDZcFboPbBsyKEi5VVeXBB97AokK9LqMJbNiZup1GcX7fzzz04Pv8vXkslewzSKlzODCCdQ3pzz77jEmTJmEy2b8X06VLF1auXOlwf8SFC6/8R9+nT5+SVEeUM+/cgS8A6TFRBQIjwN03efDLViNmC/yyxcj4AR4yZYlwyCOP3M7tt19Zr/zs2UuMGTNLGwBzft/PqKY0Vqx4ldDQWlq5ihQUPNwUwuroCatj///DHLPK5RR7YfLKd1O23V0xW+BCooULiYV0tASCrpo+qM5VA3R8vSp2i3/BDw1Wik6vtQgtWbKWJUvW2rxeVh8aKiK9mxv6GjXwqHFt4dL29viV0eIOh8u4LLLiLhRfT09PO7fBbfta5s19WRrhcuXKbWzddgQPnyvzvNbtPIaE43+xZet/rFq1muHD73L6eSszh1d6yW///v28+uqrrF27FqPRCFgn9J44cSLTpk1zeHm/X3/9lTFjrEvFBQUFERsbi4dMI1CoirLSS57sjHS2P/IgAH7hzeG2e+nceSL79n1Gp07hWrlXv8lg9S7rB4zHh3sy/mb5NxbX5uWXF/P6G9/SdMh0Tq19vcovB6iqKknpaqFhMi7RQlpmif8L13h7oN3mtrn1nbsd5KuU66o5V7cw5n1oqN3RuvLP2V3fcPHQCn7+aXaBDw0V6YNDVWANlyn5RohfHTCv3CY3Z2U59dxauCwwBVG+wT3+/g6Hy8xMAw0b3kF8fCrhQ6fbdHNJPLOLk2veoEaNIKKjz+LlJX3v85SohTFPp06d+PXXXwG4fPky7u7u1xRgOnTowIEDBwDw9/eXsFjJuHr74B4cjDEhgYyYGLws9ls67r3ZgzW7TagqfPeXgTv6ulf6W2WifOQNgDnx+/8RGlqrxANdKhtFUQjyVQjy1dGqof0yGVn5B+aYCwTKhFSVwpoFMgxw+ryZ0+cLmT7IBWoFXt2P8srjWgE6XItYfcWZVFVl3rzvcPUKtGkRSoz4mzff/J4PP5xS6foxVibWlsuaeNSoWWxZLVxqI8STbftfJudNpO5YuDRnZZGV5WDLpZdXvtvgV09BZP0+94NVJCSkE9igI4GNbrDZP7BRNwIbdCTh7CFeeeUVuwN8q6tramEU5aOitDDm/9SfueIrcs5Y592M7TWWex/9MHc9Ttu/bp9v8uNAlLXl+dk7vRjVu2qPvBOl57fftjP1iYV8+MHjDBvWs/gdqjlTtsqlZDsDc/JNH5RjPy8WS1Gghr+SL1DqC4RLr+uYPmj27C8L3JIurEUov+p8S7qyMZtM9m+D5xvIk7dtNlx/y+W5tBzuW5WAqtPTftwCu1N1GZIvcOjbyehQOX7ihAzIzSWBsRKpKIEx/3/iD7b35t421vkXn9qQyMFL9jtcedVsTLux1vXE6wbr+OFlP5nYWIgKwGJRSUgr5LZ3botlpqH44xTGz6uQfpS52wE+hU8flPfhNCvLyOjRszB5hhF+60sFplY6+fsruBmi+eWXOXh6usst6TKiqipmC+SYwWyGHIua+x3MZjX3u7Wvbl457bXi9slfzmI9RrbJjCnTgCnLiMlgxGQwkW3IxmTMJseYjcmUQ062mZxsM2YzmBU9ZvRY0GFBj1HVcepCPEdWv0XdzqOKXAzg7K5vOLfvZzq0b8/q1aupW7duGf5mKyYJjJVIRQmM+VsYs08eIev37wE44N2EaZ/u4JVXHmLo0ILLc322uQYHz1j/o599nxeDukoroxAVnaqqpGUVFiit20lp1/5nxMONAqvlXNnWU8NfYc7sL3j9jW9pe9f8QluE/v1+SoXq06qq1hHwOebcQGWxDT9m7XnbQGW3nJ3gVaCcveB21bbtPkWd68rzRYW6wia2r6hUVeXE76+QlRhLu3Hzi11u9ODXj5KdkcSECfexZMmSsqtoBXVNfRhF9Zb/03tmiA97cgOjn2odANWoUYjNoJc8E32zefxD67qsyzYYuKWzW7l2qBdCFE9RFPy8FPy8dIQXMrWuwaTaXX4x7/vl5MJXzTGYIPqiheiL9guYUi9w4JtvqdtplN2wCOAREEKdDiN5/Y3vqNu6PzVD6uYLRdYwVGQ4K6RFy36wunq/wgOZqFgMSbEkR++nQY8JRYZFAL2rOyHtbyNmxzKkXc3K4cC4ZcuW0qyHRqbWqVw8a9dB5+6O2WAgJc66wkBaWiaqqha4zdSxqQttGuk5EmnmzAUL249m07tt5ZroVQhRkIebQsPaehrWLnz6oPgU1e6gnLwvo53eLKqqcmbzZ7h5XZn6pDB1O4/h8om/mf78fJrf9rIMgLkGigIueuscny56Jfe7vceK9bseXHSK9Xu+ckXuk/dYr+Ciyz1GUeUKO1fu/iWpX1ycmduPhXP00G/Ubju02BbGuEO/06lTZxn4ksvhW9I6na7UL0BFUcjJySnVc1RmFeWWdH7JyWm8etcUftwZw9nUKx+pw5vW47HJo5gwYRABAb7a89uOmHj2E+tKBK3D9Hw2zVf+YxeimlNVleT0q5dhtHD0aBSLZz1Kgx4TqNtpZLHHOb//V2J2LKP9uPl4BhUym/p1uBJ2rg5KhYWkqx4XEpKKPkb+8JN7DEcDWbEhzvZxdbjjc+pULM1b3EdIp9HF9mGMO7CcEyeO06RJkzKsYcVV4lvS0jQr8qxfv4c7x8wkIzOLPqHuDGnsyacH0/lfBx8ikhN4ZtoCZr70OT/+PJdBg6xTF/Rs7UqTunpOnzdzNMrM/ogcOoc7HlCFEFWPoigE+ioE+upomW/+f3VUS2J3dmPrzrUOtQhdOrKOTjfewNwp4bi46Oy3VBUZ4gqWy9vW65APt1VA06b1efaZsbz51g/UbN7fbjeHrOTznN//K88/96yExXyuqYXRz8+PLl260LBhQ9LT0zEYDJhMJqeEybVr1xZfqJqqSC2M69fv4bZbn6dLiBvP3uBDkKeek4nZPLI2kU+GBBEe5Epilpm39qSz94KJ31fP00LjH3tNzFpqbWXs2tyFDyf7FnUqIUQ1dupULK1a3U+tDiOLbRG6fHgF//23lCZN6pVhDUVlk5lpoEHDu8jxbEiL22cVGHV/fNUcXA3niI6Kkom783G4hXHYsGGsXr0ai8VCamoqf/31Fw0aNOChhx7ikUceoWbN4ifzFFXD8ePRjB75Ei2DXZjQ2pP4LAvxWRZiUqzdCfK+A0xo7UmGycLokS+xd/9ntGjRkJs6uvLpah3n4i38cyKH/6JzaNVQxl8JIQpq2rQ+zz9/N6+/8W2RLUJxB5czY/o4CYuiWF5eHnz+2dOMHPkSSZF7bOb1TIrcTcrZg6xY8b2ExauUaFqdyMhI3n//fZYsWUJaWpqWyt3d3bnrrruYOnUqHTp0KK26VnsVpYVx8OBnWb9+T4nPMHjwDaxd+xYAK7Ybmfe9dW3Svu1ceWOiT4mPJ4So2grMw+jRkPCrBrRo8zAaY/jl59kyD6NwiKqq9O37BLv3x9J+/CL0ru7aVDrdu9Tj703bURS5+5XfNc3DmJaWxueff87ChQs5c+aM9UC5F3DPnj158sknGTFiBDpdxV7YvrKpCIFRVVWaNr6LIEMiEzs6HvI+O5BOokcQp858j6IomLJVRs9OIT7V+vb7doYfjULsj7AUQlRPstKLKE1XD4CxDnT5lRMnPqFJk7GANGTkd10Td6uqyooVK/jggw+0aXfygmP9+vWZPHkyDz/8MIGBgc6pbTVXEQJjfHwyNWsOZ1Yvf/o1dHzt703RBuZuSyE+fhXBwf4AfLvRwPwV1qWehtzgxsx7va+j/kKIqib/IgGqqjJlyoccPHqRNncv0FqEjnz3OB3bhNisJS0tjMJRL7zwCW++9QPht87g5OrXeP65O3j99XuBPkhgtOW0lV4OHTrEu+++yw8//IDJZLIeXFHw9PRk/PjxTJkyhdatWzvjVNVWRQiMUVEXaNToLt6+KYDOIY6v1LL3gpFn/0omMvJ7wsKsfZAyDCojZ6WQlqmi18FPM/0ICZZWRiGEfVcPgJGBLuJ6ZWYaqFf/DpKT0wgI8OVc7Ld4eSlIYCzIafeM27dvz9KlS4mJieHll1+mVq1aqKpKZmYmn332Ge3ateOWW27ht99+c9YpRTnw8fEEIM1Uss8ZeeV9fa90Ivb2ULizrzV0mi3wzUajk2ophKiK8gbAxB34laTofcQdXM7zz98tYVFcMy8vD2bNvA9F0TFr5n14eTl+56y6cXonw1q1ajFnzhxiYmJYvHgx7du3R1VVVFXlr7/+YsSIETRt2pT333+f1NRUZ59elLLgYH/Cm9ZjS2zJwt3Ws0bCm9YjKMi2ZfSOvu545i728tsuI4mplWxxUiFEmZo+/R5CQoI58fv/UbduDV544Z7yrpKo5Pr0aY9qMdOnT/vyrkqFVmqjUtzc3HjggQc4cOAAGzduZNiwYSiKgqqqREZG8vTTT1O/fn2mTJnCiRMnSqsawskUReGxyaPYGmMkMcuxxVITssxsPWvk8SmjCkx86++tY3hPayujKRu+/1taGYUQhfPy8mDRwicICwth4YKp0iIkRBlxWh9GR5w5c4b58+fz1VdfkZiYaK2AoqAoCgMHDmTq1KkMHjy4rKpT6VSEPoxgXQ6wYegdtApQebW3H/oilpMyW1Re3prK0WSF6LM/2SwTmOdSsoXRs1PIMYO3B6yYG4CPp6yoIIQQwnnyD6LK79ixaMaPf5Wvv36Jli3rASagE2DtQhUSEkJISMH5P6ubMg2MeUwmE19++SXPPvssGRkZ2goxiqJgNjvWalUdVZTACLYrvTxzgw/BngUHqyRkmXl7Txp7L2Szes2bDBzYtdDjvf5tBqt2WgdLTRrmwYSBntf4cwghhBAF2ZumyRGzZs1i9uzZTq9PZVPmgXH9+vV89NFHrF27lpwc64ogqqri5eXFvffey0cffVSW1alUKlJghCtrSWdmGugd6k7vUHd83RTSTCpbYgxsPWvE092FX1a+UWRYBDh7ycxdr6ZiUSHQR+HXOf54uEkroxBCCOcorIXRVg7SwmhfmQTG9PR0vvjiCxYuXMipU6cAtFbFBg0a8PjjjzNx4kQCAgJKuyqVWkULjGC9Pb1s2XoWzv+Vk6fOac838Hfh9qaeDG7mzYD5C/CoUfzSkS9/mc6f+7MBmDbGkzv6St8kIYQQZSkbMCLT6hRUqoHx5MmTLFiwgKVLl5Keng5cCYq9evXiiSeeYOTIkbIijIMqYmDMo6oqmzYdYMCAp9i48T0axp/g7KrlAIT0H0Dzhx4p9hgRsTncNy8NgDqBOn6a5YeLXloZhRBClBUJjIUplaS2Zs0ahgwZQqtWrVi4cCFpaWmoqoqrqyv33Xcf+/btY8uWLYwePVrCYhWhKAoBAdaLKyDAhwZDh6H3tPZDjNvyN1mXLhV7jGb1XejRysW6T5KF9XtNpVdhIYQQQjjMaWktLS2NDz/8kPDwcIYNG8Yff/yBxWJBVVXq1KnD7NmziYmJYcmSJXTs2NFZpxUVlKuPD/UH3wqAajYTvfJXh/a7b9CVwS5fbTBgsZT5mCwhhBBCXMXleg9w4sQJFixYwLJlywrcdu7cuTNPPPEEY8eOxdW15Lc5RcVU1NQE+b+rIc3B3QOMBuK2/I3njf1o2LZFkcdu39iFDk1cOHg6h+iLFrYczqZfBzfn/xBCCCGEcNg192Fcs2YNH374IRs2bACuhES9Xs/IkSN58skn6dGjh/NqKipMH8aSTE1wX1tvHmhnvVV9wbced3/0XrH77Pwvm2kfWT98NAjO5rlhySgl6MoYEhJMSEiw4zsIIYQQgPRhLFyJWhjT0tK00c6nT58GrgTFoKAgHn74YSZPnkz9+vWdX1NRYTzyyO3cfntPh8qqRgNpn78NRgMhGRfIjIvDq06dIve5saUL4fX1nIw1E5PgyoCRC0g5e8jh+s2adT+zZz/gcHkhhBBCFM3hFsbJkyezbNkym4m2AVq1asXUqVO599578fSUyZZLU0VpYSypqOU/E/XLjwDU7tWHlpMmF7vPxgMmXvoiA4BmdUw8OSRFe812Vv6GBfaVFkYhhBDXRloYC+NwC+OiRYu0taA9PDzo1q0bt912G127Widk/ueff5xSoT59+jjlOKLiqD9oKLHrVpOTkcHF7VtpOHwUXiF1i9ynX3tXGtTSEXPJQkScG66BjWnbyPbt2rJlQzp1Ci/NqgshhBCCaxj0oigKRqORLVu2sGXLFqdWRlEUbfUXUXW4eHkROnQYkT99D6pK1PKfafXY1CL30esU7rnZg9e/zQRg2R8G3npEPu0JIYQQ5aFE0+qoqlrqX6JqqjdwCC4+vgBc2rmdjPPnitkDhnR1o1aAdbTLtiPZnD4v64wLIYQQ5cHhFsZZs2aVZj1EFefi6WltZfzxW1BVopf/TKvHnyhyH1cXhbtv8uCDX7MA67yMs+7zIinJuhpMUpJ1QnilJEOohRBCCFFiZbKWtHCOyjroJU+OwcDupx4nOy0NFIWub7yDd72iR9RnGVVGzkohITGN+OOb4NwfRJ05q73etFkokx8fwYQJgwgI8C2VegshhKguZNBLYarNunxHjx7lqaeeom3btgQEBODn50fr1q158skn+e+//5x2ngMHDvDEE0/Qpk0bAgIC8Pb2Jjw8nIkTJ7J7926nnacycvHwIPTW4dYHuX0Zi+PprtDK918OLP0f0duXkKZvSLPBz9Jy+ByaDX6WZBoybdoiQhuMZf36PaX8EwghhBDVU5VvYbRYLLz66qvMnTsXs9l+HzhXV1feeOMNpk2bds3nycjIYNKkSXzzzTeF9sVUFIWpU6fyzjvvoNfrS3yOyt7CCGA2GNg1bQrZqSmgKHR57S18QhsUWn79+j3ceusL+NbvSOObHsfNO7BAGVNGElF/LyTl7AFW//4GgwbdUGr1F0IIUZVJC2NhKkxgjI6OZsqUKaxatcqpx33mmWd45513tMf9+vWjU6dOZGZmsmHDBm0CcoCPPvqISZMmlfgcGRkZ9OnTh/379wPW1W4GDBhA+/btMRqNbNq0iX///Vcr/+ijj7Jo0aISn6cqBEaAs2t+4/S3XwFQ84YbaT3VflBPTk4jtMFY3Gq0pNmQ6Si6wkO2ajETsfZ1TPHHOBvzg9yeFkIIcQ0kMBam3G9Jm81m5s2bR+vWrVm9erVTj71q1SotLAYGBrJ582Y2bdrEO++8w0cffcSJEyd47rnntPJPPPEEkZGRJT7PY489poXFZs2aceDAAdavX8+bb77JBx98wOHDh/n6669xd3cHrMH0999/d8JPWDnVHTAQV39/AC7v2UV6TLTdckuXriczw0BYv8eLDIsAik5PWL/HyMw0sGzZeqfXWQghhKjOrjswJiYmkpCQcE1T4mzdupX27dszY8YMMjMzr7cqNlRV5cUXX9Qef/fddwUmBdfr9cybN49hw4YBYDKZePPNN0t0nsOHD/PVV9bWsqCgIDZu3Ejbtm0LlLvnnnv48ssvtccvvPBCic5Tlejd3WkwbIT2OGr5TwXKqKrKgoUrCGrS3e5taHvcvIMIbHwj8xeskCmahBBCCCe6psC4YcMGhg0bhpeXFzVr1qRWrVr4+/szfPhw/vrrr2L3T0hI4IEHHqBfv34cO3ZM++PeuXPna6mOXWvXruXIkSMADB48mEGDBhVadt68edr2V199hclkcvg8S5Ys0er/zDPPEBoaWmjZu+++m549rWswHz16lL179zp8nqqm7k234BZgDYLx/+whLTrK5vWEhBRORZwlsEn3Eh03qHF3TkWcJTEx1VlVFUIIIaq9EgVGi8XCI488wuDBg1mzZg0Gg0GbcDs9PZ3ff/+dW265hUmTJhXawvP555/TvHlzli1bpu1bs2ZNPv30U6eOIl6xYoW2/fDDDxdZtmXLlnTp0gWw9kfctm2bw+fZuHGjtj1mzJhiy993333a9vLlyx0+T1Wjd3OjwbDh2uOoX3+0eT093Tr3oot7yfqQ6HPLp6U5t8VaCCGEqM5KFBhnzJjBZ599VuiqLHnPf/bZZ0yePNnmtYiICPr27csjjzxCUlISqqri4uLC1KlTOXnyJA8//LBTJ2Bes2YNYB2ZPGDAgGLL9+vXT9suyZKHMTEx2nkaN25cbPnu3a+0mO3bt8/h81RFIf1vxi3Q2sqYsG8vaZFntNd8fDwByDGml+iY5tzyvr5eTqqlEEIIIRwOjKdOneLtt9/WQt0tt9zCn3/+SUpKCgaDgRMnTvDWW29Rq1YtVFXl448/ZvPmzQD8/PPPdO7cmW3btmmhcsCAARw8eJD3338f/9wBEM4SHx/PuXPWpedatGhBQEBAsft07dpV246IiHD4XCXte1mrVi1tO//I6epI7+ZGw9tHao+jfr3SlzE42J+mzUJJOr2zRMdMOL2T+g3rExTk7FHkQgghRPXlcGBcvHgxFosFgPvvv5/169dz00034evri5ubG82aNePpp5/m4MGDtGzZEoA33niDzZs3M27cODIyMlBVlbCwMH755Rc2bNhAq1atSuWHOnnypLbdpEkTh/YJCwvTtksSGGvUqAFYW1ejoqKKLZ+efqXFLC4uzuHzVFUh/QbgHhQMQMKBfaSePgVYW2zvu/cWEk/vxJSR5NCxTBmJJJ3Zhb7BYJ5alM6pczmlVm8hhBCiOnE4MP79998A+Pn58eGHHxZark6dOnz//fcoisLGjRt5+OGHycmx/uF+6qmn+O+//xg5cmSh+zvDmTNXbm0WNQglv3r16mnb8fHxDp+rY8eO2rYjU+WsX39lyheLxeL00eGVjc7VlQaFtDJmZGRhUVVOb5yParE/6Xoe1WLmzF8L0bm4U7NFP3Yfz+G+eWn83zcZXEq2lFr9hRBCiOrA4cAYERGh9Qf08Sl6IELbtm3p06cPOTk5nD59Gr1ez9KlS3nnnXfw8PC47koXJzX1yghZR293+/pemeg5IyPD4XPlD79vvvkmCQkJhZa9fPkyr732ms1zRQVGo9FIamqqzVdVFNK3P+7B1lbGxEMHSD1lbeF94ok7mP/hFNLPHeLkmtcwZSTa3d+UkcjJNa+RFnuQyc89Tt1a3gCoKvy+y8TYV1L4bHUWmUaZakcIIYS4Fg4HxuTkZACaNm3qUPlOnToB1luLDzzwAOPHjy957a5R/sDnaEDNX64krX733nsvDRs2BOD8+fMMHDiQU6dOFSi3a9cu+vTpw7lz53BxcdGe9/b2LvTYr7/+Ov7+/tqXo62llY3O1ZWGw0drj/NaGUNCgpk8eRSrV79BdsJxDi6bSMT6t0iI2EZyzEESIrYRsf4tDi6bSHbCcdasmcf7r9zGT7MCmTLCE19Pa39bgwm+WGfgjjkprNxuJMcswVEIIYQoCYcDY17/RS8vx0af5m+xe/zxx0tYretjMBi0bVdXx5a5y7+2c0nWeXZzc+O7777Dzc0NgP3799OyZUsGDRrEM888w3PPPcfAgQPp2bMnx48f55FHHiEoKAgAFxcXPD09Cz329OnTSUlJ0b7Onj3rcL0qmzp9+uFeoyYAiYcPkhJxpR/qoEE3cDbmB9579zECiSFi/dscXzWbiPVvE0gM7737GLFnf2TgQOvAJTdXhXEDPPhplh9j+7njkvvPmZim8sb3mdz3Rio7jmbL5N5CCCGEg8pkacDmzZuXxWk0+UOY0Wh0aJ+srCxtO3/YdUT37t35888/CQkJASAnJ4c//viDd955h7feeosNGzZgsVgYOXIk7777LmlpaQDFrgft7u6On5+fzVdVpXNxoeHwUdrjqF9s52UMCPBl6tQxnDzxFR99ZF17+qOPpnHyxFdMnToGf/+C3ST8vXU8OdqLb1/0o3+HKx8cIuMsPP1xOlMXpHMyVgbGCCGEEMUpk8BYFv0W88vfx9LR28v5y5U0MAL07t2bU6dO8d5779GnTx9q1KiBm5sb9evXZ+jQofz000/88ssvWCwWLZyGh4eX+DxVWZ3effGoaZ12KOnIYVJOHi9QRlEUbY5FX18vh+buDK2p57WHfPjkKV/ahF1pPd57Mof730zjla8yuJQkA2OEEEKIwpRJYCxrwbkDKMDxqWvy5m0EtD6JJeXl5cWTTz7J5s2buXz5MkajkbNnz7J69WrGjBmDoijacoUA7du3v6bzVFU6FxcajrjSlzHyl4JrTF+Pdo1d+HSaL68+6E29Gta3vqrCmj0m7nwlhU9+zyLDILephRBCiKu5FF/E1oIFC/j++++LLZd/ahpH51tUFIWjR4+WtEoF5L8F7sjciADR0dHadmnNDwnYrB+dNzBIXFG7Vx+iV/6K4dJFko/+S/Lx/who4bx/D0VRGNDRjd5tXPllq5Ev1xtIy1QxZsOS9QZW7jDy8FBPbu/uhoveeSsPCSGEEJVZiQNjQkJCkVPH5Jd3u/DEiRPFllVV1WlLA4aHh6PX6zGbzRw6dAiz2VzsQJb8Qa40W/5+/fVXAHQ6HcOGDSu181RWOr2esBGjOf7pIhKyzKyd/wXNH/qfTZnIyAva9/37TxY4RkhIMCEhwQWez8/NVeHumzwY2s2NpesN/LTFSI4ZktJU3vohkx//NjB5hCc9W7s6dclKIYQQojJSVAeHiup0pX/3WlEUzOaiJ2h2VO/evdm2bRtgndKmW7duRZbv2bMnO3bsQKfTERcXR82aNZ1Sj/xOnjxJq1atMJvN9OvXj02bNpVo/9TUVPz9/UlJSSmFATDpwBbAHXBsZHlpsZjN/PP8ND76I4Kl/zo+J2aeWbPuZ/bsB0q0z7l4Mx+tymLjgWyb5zs3c2HKSE+ahxb92erChQQuXHDsg1R+joRbIYQQZSUbMAJ9gKLnnK5uHG5hjIyMLM16ON3w4cO1wPjFF18UGRgjIiLYsWMHYA2apREWAZ577jktEE+ZMqVUzlEV6PR6Go4YzbDID+hR3x2fsEY0f+gRraXv2LFoxo9/la+/fomWLQv2N72WAFavhp5XH/Thrsgc5q/I5PAZ67/TvgjrwJjBXd145DZP6gTZ/+D0ySermDNnSYnPey3hVgghhChrDrcwVjYXL16kcePGZGZm4ubmxr59+2jTpo3dsiNGjGDlypUArF69mqFDhzq9Pq+99hovvvgiYA2lW7ZsKfExqksLI4BqsbDn+WlkXTgPQPvpMwlsbf3327//JJ07T2Tfvs/o1Mn5I81VVWXzoWwWrsoi9vKV0dNurnBXPw/uu8UDb0/b29SFtTA6Em6lhVEIISoKaWEsTJUcJQ1Qu3ZtJk+eDIDJZGL48OH8999/NmXMZjPPPvusFhb79OlTICwajUZGjx6Nr68vd955JyaTqcC5fvjhh0IH68THx/Pggw9qYTEwMJBPP/30un++qk7R6QgbOUZ7HPnLD2U20baiKPTr4Ma3M/x4arQnfl7WcGjKhmUbDNwxN4VfthhsVowJCQmmU6dwm6+OHZtRp451kvY6dYLo2LFZgTISFoUQQlQGVbaFEaxhr2/fvuzevRuwruAyZMgQWrZsSWpqKuvWrdNGR9etW5e9e/dqk2/n+fzzz5k4caLN44ceesimzP3338/SpUtp3bo13bp1o06dOqSnpxMREcGff/5Jdra1X5yXlxfr16+nV69e1/TzVKcWRrC2Mv7zwtNknrdOedTu+ZcIbNOWv/7az803T+PPP9/lpps6lfqglLRMC0v/MPDjZiPZ+eb5blBLx+PDPend1nZgTHJyGkuXrmfBwhWciriyOk/TZqFMfnwEEyYMIiCg5HN9CiGEKG3SwliYKh0YwdrCd8899/DHH38UWqZTp0788MMPdtfJvjowLl68mAcffNCmTF5gLEr37t1ZunQpzZo1K+FPcEV1C4wAF3du59jCD0g3Wfg7zZffThk5eerKnJnhTevx2ORRZRLCLiSY+ei3LDbssx0Y06GpC3f3MuGjJLBjxxGef/5TDAYTgU26E9SkOy7uPuQY00k8vZOk0zvx8HBj3rz/0aNHG7klLYQQFYoExsJU+cAI1j5pv/zyC19++SWHDx/m0qVL1KpVi1atWjF+/HjGjh2rrQV9NaPRyLhx4/jjjz8YMmQIX3/9dYGykZGRfP/996xZs4aYmBguXbqEl5cX9erVo2vXrowbN47+/ftf90jz6hgYVYuF+Xf9jxkrTmHIUenTwIM+oe74uimkmVS2xBrZGmPEy8uDH3+ey6BBN5R6nY5G5bBgRRYHT9suKxi9fSkXDqzAv0FHmgyYgpt3YIF9TRlJnN44n5SYA4Aqg16EEKJCkcBYmGoRGKuK6hgY16/fw223PkeX2q48e6MfQZ4F59NMzDLz1p509l4w8fvqeWUSGlVVZcvhbBauzOLsZQs5xnQOLP0fviEtaX7rDBRd4fN+qhYzJ9e8hvHSf+zb9yktWjQo9foKIYRwhATGwlTZQS+i8ktOTuPOMTPpEuLOq30D7IZFgCBPPa/29qNLiBt3jplJcnJaqddNURT6tnfj2xf9mDbGk/Qzf2PJMdL4pslFhkUARaenUf/HMRhN/PHHnlKvqxBCCHG9JDCKCmvp0vVkZhp49gYf9LqiB7bodQrP3OBDZqaBZcvWl1ENwUWvMKaPO6ao9QQ16W73NrQ9bt5BBDa+kfkLVpTZ6G8hhBDiWklgFBWSqqosWvArvUPdC21ZvFqwp57eoe4snP9rmYawhIQUzpw+S1CT7iXaL6hxd05FnOVyfEop1UwIIYRwjhKvJS1EWUhISOHkqXPc3cu/RPv1DnVn7rZznNiwkTqhdXH198fNzx8Xb+9Sm34nPT0LABf3kvV30eeWv/2FOFq31BFeX0+z+i6E19PTpK4eT3dZw1oIIUTFIIFRVEh5IczXrWShKa/8wUUfUcfnSsukotfj6ueHm18Abv7+1m3/AO27m58frnnfff3QuTh+afj4eAKQY0wvUV3NueVzFE/+izbzX7QZsE4MrygQWlNH89wQ2ay+nvB6eoL85KaAEEKIsieBUVRIeSEszVSyW8t55T1dbYOmajZjSkrClJTk0HFcfHxw8/PH1c8ft9xWSlf/q7b9rF/Bwf7UqBlEwqntBDft6XBdE07twCeoDmGh/pyLt/05VRViLlmIuWRhw/4r8z4G+ynWlsh6uSGyvp76NXToiunjKYQQQlwPCYyiQgoO9ie8aT22xCbQr6GHw/ttOWukSf0gOtx3L9lpKWSnpmJKSSE7NQVTSgqm1BSwWIo9Tk56Ojnp6XD+XLFlFTc3slOTSY3fhSkjyaGBL6aMRJLO7CIo0JufZvqTaYRT581ExOZwMtZMRKyZMxfMmGyneiQhVWXnfzns/O/KC55u0LTeldvZzerraRyix6OErbNCCCFEYZwSGG+66SbAuuLJfffdV6J9LRYLY8eOJSEhgTvuuINHH33UGVUSlZyiKDw2eRTPTFtAYiezQwNfErLMbDtr5J33JtJw2HC7ZVSLhZyMDEy5ATI7NcV2+6pwaTEaiz1vcqqBFKMFFB2nN86nxW0vFjsP4+mNC1CBhMQ0og/8S73wxrRr5E37xlcuyRyzSvRFCxHncjh51szJc9YgmZpp2xqZZYJ/I838G2nWntMp0LC2jvDc29nN6llbIwN85Ja2EEKIknPKxN06nQ5FUZg1axYzZ84s8f6PPvoon3zyCa1bt+bff/+93upUWdVt4u7k5DQaht5BqwCVV3v7FTm1jtmi8vLWVI4mK0Sf/clpywSaDQZMqamYUpPJTsn9npqKKSUZU2oq2SkpRMVcZOSnRxkR7sGqCCP+DTrS6KbJuHkHFTieKSORyL8WkBJzgNububPipIHvhtegjo8evacnHjVr4VGzJp41a1m3a9TCo5Z128XDA1VVuZSscjJfS2TEOTPnE4pvNQWoFaBY+0TmBshm9fTUDZZb2kIIYSUTdxemQtyS9vCw3nKMiooq34qICiUgwJcff57Lbbc+z0tbU3nmBh+C7bQ0JmSZeTt3pZfVa9506prSeg8PPD088KxVq9Ay9eOT4dPhtK/lTvd6HszedogDSx4mqMmNBDXpgd7dB7MxncTTO0g8vQsPF4U3+vuTblJZcdKg9bc0Z2WRERNNRky03fO4+vpaA2TNmtStVYvGNWsxsps1VJq8g4m8rNNC5MlzZiIvmMkx2x7jUrLKpeRsth+50i/S2wOtT2RekGxUR4+ba/mGyAsXErhwIaHE+8n63EIIe+z9n6KqKsnJ6WRlGfH0dCcgwANFyQb8AC8AQkJCCAkJKfsKVzDlHhizs7P5888/AWQCY1HAoEE38Pvqedw5ZiZ3rUigd6g7vfOtJb31rJGtZ61rSa9e8yYDB3Yt8zrm7285s6c/P45wZf0ZA8sj9hJxaodWrp6fG4938mZQYw983HTM2ZZC47r+NB84AEN8PIbLlzAmxKOazXbPk52WRnZaGmmRp+2+7hYYSLOatWhboyaejWuhv6E2l/UhxBiDiUz24tR5CxHnzKRn2V5nGQY4eDrHZm1svQ4a1dHbhMim9fT4e5fdLe1PPlnFnDlLSryfrM8thLDH3v8pegXMauGPAWbNmsXs2bNLvX4VXYluSZ8/f55Tp04VeL5fv34oisKECRO4//77HTpWdnY20dHRLFu2jC1btqAoCp06deKff/5xuPLVTXW7JZ1fcnIay5atZ+H8Xzl56spAlPCm9Xh8yigmTBiMv3/53T744IOfeWbaAn4YEaz1t1RVlVSTSla2iqergp+bos0FmZBl5q4VCbzz3mSmTh2jHUe1WDAmJmK4fAnD5Utk5X43XL6MIf4SxsRE6xDqktLp8AgOxr1GLdL9w4hzCyPWUpuYTH8iE925mOJYa2KdIJ02sCYvSNYJ0pXKHJcHD0Zw9GiUzXOqamHv3hN88MEvPPHEaLp0aY6i2IbY1q3D6NChmdPrI4So3PJaGHfsOMILz3+MwWCiT6g7ffI1Qmw5a2TLWSMeHh68Me9NevToIS2MuUoUGLdu3Uq/fv0KPJ93iGv9o6GqKoqisHDhQiZNmnRNx6gOqnNgzKOqKps2HWDAgKfYuPE9+vfvWGoTcpdEWfW3tOTkaK2RhvhLGC7lBUtroMxOubZVYzJdA0gIbMUlr6ac19UjNrsGsRneWNTif7e+nooWIPPmi2wUosdFf33/LrNnf1mwhVHRgWop/DHSwiiEKNz69Xu47dbn6RLixrM3+NgdUJmYZeatPensvZDN76tXM2jQoHKoacVTosCoqiohISFcunTJ6RV59NFHWbhwodOPW5VIYLTav/8knTtPZN++z+jUKby8q6PJ/x+Ro/0tnX0L3Ww0Yoi/bA2S8flaKC9ZA2VORobDx8rGhUv6upzXhxLn1pA490acU+tgVN2K3dfV5cot7Sstki74eDoeIvNaAxYvXs1HH61CBYKa3Ehw0564uPuQY0wn4dR2Ek/vQgEeffR2HnroVunDKISwq6Qf7F/amsp/yS5Enz1LQEBA2VW0gipRH0ZFUXj66af566+/bJ5fv349iqLQuHFjmjZt6tCxdDodvr6+tGjRghEjRtChQ4eSVEWICqci9LfUu7vjXa8+3vXq2309OyPDJlBeufV9GcPlSzbTCLmSQz1zDPXMMWDaDulgQSFRV4ML+lAu6EM5r6/PBZdQUnW2c09m58DJWDMnY82szvd8vRo6rSWyWT09zeu7UDNAsdtKHBISzBdfrGHRopUENOxI45umFJjjMrhpT0wZSZz5az6LFq2kbt0avPjivdf+CxRCVFlLl64nM9PAswODiwyLAHqdwjM3+HDXigSWLVvG1KlTy6iWFVeFmFZHOEZaGK0qagtjnore37IwqqqSnZamhcgrfSgv594Cv4yak2N333TFlwv6+jYh8rKuDqpS/CAZf2/lyu3s+nrC67vQoJaOc7FxNGo0Dv8GHWh+a/FzW55Y/X+kxBwkMvJbGjaU/kZVgYyUF86gWizkZGXRut2D1DcnM7OXv8P7zt2WyjnXuhw/GVEhuj+Vp3IfJS1EVRMQ4MvUqWOYMmV0hexvWRhFUXDz88PNzw+/JgXvFKgWC6bk5HwDca4MyHG/fAmfhOM0yzmmlTfhykV9PS1EnndpQJy+HtmKu81xUzJU9p7MYe/JK2HUVWfh8sEVqEDjm6YUGRYBFJ2exjdNZv+Sh5k2bRG//PLK9f0yRIUgI+WFqqqYjUZyMjIwZ2WSk5lJTu53c952RsaV57IyycnMKlAmJctMxJnLjCtBWAToHerG3G2nSUxMJDi4en8IcUpg7NOnD4qiEBYW5ozDCVElKIpCQIC1JTEgwKdCh0VHKDod7kFBuAcFQfMWBV635OQUGOFdXwuVRzAlJ2FBIUFXyyZEXtCHkq6zbTE3mRWiDm8luGkPh5ZaBHDzDiKo8Y38/vsuLBYLOp2salPZPfLI7dx+e8H12Y8di2b8+Ff5+uuXaNmyYYHXpXWxYlBVFYvRqIW3vC9z/sdZuaEuM8M2DGrhMMuh5VyLk5VjvZnqW8IlU/PKp6WlSWB0xkH+/vtvZxxGCFGJ6Vxc8KxVq9BJzs0mE8b4+KtaKPdguLyai5ezOGsI5EJuiIw0BmBIPkfojeNKVIfgpj1IPL2DsQ9uJMRXwc/FQICbkQD3bAI9cwjwUgn2AV9vPS5enug9PHHx8EDvad3We3rg4pG37YnewwOdvvhlKUXpsHdrWVVVkpLSAKhTJ4iOHZtV+g9jFZGqqlhMJttQd3VrXr6AZ30ts0AroDPC3rVQXF1x8fTCxcsLF08vVNUFVm4hzWTbC09VVVKNKlk5Kp4uCn7utn2q88r7+jpvQYjKSm5JCyHKhN7NDa+6dfGqW9fu6zlZWdqAnC2b9vEn4OJesr6e+tzyp9RQYqkNOVi/MoGkfOXUbHwtqfioqbnfL+JrScFHTbN+t6Tiq6bgY0nD0021BkgPD1zygmVuyHTx8LAJly55256eucHzShh18fBA5+4u4eYaJSensXTpehYtuNI3+OabpxHetB6PTR7FhAmDnLrKU2WmqiqW7Gy7oc6mNe/qMHhVK2BhiwiUNsXFRQt6+tzveY9dvL3Q5z22V8bLGxcvL3Sutn3xVVUl/Id72BKbQL+GHqSbLKw7Y2BFhJFzqSatXD0/N0Y0c2dw7gILW8+aCG/ahKCggku9VjdOCYw5OTnExMQA4OnpWeQEl19++SUff/wxERERBAQEMHDgQF5++WXq1avnjKoIISopF09PfEIb4BPagNY+teDZb8kxppfoGObc8npXz6LLKa4k64NJpvhbTG6qwRogs1LxzbCGSB81BV9LKr5qvPW13LDpgv1BQRpFsYZID8/c8Olh27KZFy5tXis8mOpcqsdn/vXr93DnmJlkZhro3cCdu3v5X5loOTaBZ6YtYOZLn/Pjz3MZNOiG8q7udbOGPQdCnb0wmNsKWG5hT6+3DXRFhLqrw6A+t7zO1dXpH6wUReGxyaN4ZtoCNtbL4p09GRhyVIKadKdZjx7aVF2Jp3awaP9OvjicydM3eLP1rIF33psqH/Rw0ijpZcuW8cAD1g7Gb7/9Nk899ZTdctOmTeODDz4ArkzWDVCzZk02b95M8+bNr7cqVZqMkraq6KOk86tMda1ILBYLnp6D8G3QhWaDn3N4v5Nr3yT97F7i4teSlK6QkGohIcVMfKKJ+KQcElJySExTSUyHpEwdqQY9Ks77Q+BpydBaJrVQmduSmddq6WtJxVtNQ8f1L4WquLjkBkwP9J5eV8LkVS2b+nwtowVaSfMeu7ujVMB+nyWbaNnE76vnlWtotOTk5At1GYW08OU9l0FOZlaBMmp2dvEnKg063ZWWvNxgp/fytBvq8kLf1WFQ5+ZWYcNVcnIa9UJGkWXMJqBBRxrZmaoLwJSRRORf80mOOYCnuzvnLlyQeRhxUgvjypUrUVUVb29v/ve//9kt89tvv/H++++jKIq2Mkze90uXLnHHHXdw6NChCvtGE6IohU3/cexYtM33q8n0H/bpdDpuvbUby1dsp2FGkkMDX0wZiSSe2cWokb0I9HUh0Bcah+ixfgDysLtPjlklOV0lIdVCYqpKYpqFhFSVhDQLiakWEtOuvJaWVXzAy9J5k4U3l4rp9qhgwVvNwMeSku8WeKrWWpm37aOm4qVmFBpp1ZwcctLTyElPK7ZujtBaNbVb7vnDZ/5W0HytpIUEU2e0EiUnp3HnmJl0CXErcqLlIE89r/b246Wtqdw5ZmaJV1DKY8nJKRjqMuy38F0ZuJFhEwYt5RX2FEVr0dN7Fh3qtDLeti181aHLhKro8AvtSHgRU3W5eQcSfuuLHP/9/zBdPl7GNay4nBIYjxw5gqIo9OrVC29vb7tlZsyYoW0//vjjvPLKK6SmpjJz5kyWLVvG0aNH+eWXXxgzZozd/YWoyIqb/mP8+FftPi/TfxTuvfceZ8WK7Zz5a75D8zCe+WsBCvDuu485fA4XvUINf4Ua/sW3rBmzVZLyAmRusNS+p1pyn7e+bjAVfSwVHemKL+l6X+L09idZz6NXLPi7mfB3ycJPl4Wvko4v1r6W3jnJeGcn4W2KxzvrEi7Z6dfVXmo2GDAbDNdxhCsUvb6Q2+oeuHh4offMC6e5LaTaYKMrwfTzpX8WmGi5sEEK+Sda/vS975g4tmehoS5v9K0W/HIHclhMxfzDlRZFsW298/SyDsry9MLF29t+C59NK6CXtYW4ioe96zV//q8Yjdm0HODYVF1NBkzm4NKJzJ8/n5dffrmMallxOSUwxsXFAdCyZUu7r2/YsIGjR4+iKAq33XYb8+fPByAgIIDFixezYcMG4uLi+OmnnyQwCk1larUrbPqP4kjrYuEaNgzhlVce5KWXFnNi9f/R+KbJuHkX7HhuykjkzF8LSI4+wGuvPVxqk3a7uyrUCVKoE1R8uMw0Xt1qeSVYJl4VOnOK6WpmVnUkGj1INHoAhbS06gEf8HCDQG8I8lYJ8Mwh0CMHfzcj/i4G/PRZ+Okycgf2pKLLzsCclYXZYCAnKwuzIevK49xtrqPHkmo2W4NYCZajtNlfVfnw9wR6h7oR5Kl3aJBCsKeeXvXdWPD+93Q9taFsAlRuv9QCrXlXt+jZa+HLK+/hUSG7A1Q0qqpizLZ+eDOacr9nX3nOkP85ExjylTOYLMx79zcCGt9Yoqm6Ahp149333uell16q9oHcKYHRlPupzMvLy+7rH374obb9xhtv2Lym1+sZOHAgS5cuZf/+/c6ojqgiKlOrndxadr4LFxIYMqQb58/H89FHq9i/5GGCGt9IcNMe6N19MBvTSTi1g8Qz1rWkH398BIMG3cCFCwnl/m/h5a7gVVNPaM2iy6mqSmrmlZbLhFTr9ySbW+PW0JmUpmIpJr8ZTHDBBBeSFKy34l0B+wOAfDwVgnwVgv10BNXO/e6X+91XR01fCPTIwdfFACajNVAasjBn5QbKvO2szNyWSWvIzNG2rd+tZQ02y046ItWocjbVzJDGniw/kcEnBzMxma3riTfr0TPfIIXtLNq/i88PZfBIBy+aBbnyd4yRVJOKv3vxf+D1Hp5XAl0RoS6vpe/qctU57KmqSnZObiDLBqMpf3jLF+60kJe7bboS9GzL2X8uLwiaruNuf3ZWKhnJl6l74/0l2i+4aQ8i1u+QibtxUmCsU6cOMTExxMbGFngtNjaWdevWoSgK/fv3t9sKWadOHQAuXLjgjOqIKkJa7ao3ex8YEs/sIvH0jitPKDpQLajAwoXLWbhweaW6za8oCv7eCv7eEFan6FtkZotKSl5/yzTb73nbibmhMzWz+JbB9CyV9CyVmEtFz5OnKBDg7UGgryfBfjotWAb56giumfvdT0dtPwU/LwVdIf0MVYvFtjXTYLAGTO1xFjm5IdNsyMJ8NgF++Z1PD6YDCv4NOtJ6QOHriZ/eOJ8P9x6A3MFEAX0GENagtv0+fXnPeXpWubCXY87fulZ0gLN5Lq8lzqb1zjbcXR3gjNnX1QhdpszZWcC1T9UlE3c7KTB26dKF6Oho1q1bh9FoxN39ytJfc+fOxWw2oygKjz76qN39c3LXpzWVV/8RUSFJq131NmJEL5o1s+3fp6oW9u49yQcf/MwTT4yhS5dwlKvWq27dOqwMa1l29DrFGtT8ig842Tm5rZa5t8NtBvTkPk5Is94Wzyymy6KqQlK6SlK6ypkLRYdLvQ4Cc1stg30VAv10BPvqCM6td5CvK8F+7gQHBeHrQZG3+ALjk+Gl33HV6/Cp36HYQQotbnuRk6v/j/TYg2SbLbQZN47g4JItA1cacsxXtaCZrm6RK+I2q6lggDMUCHC2xzGXzzzZTufmCh6uCu5u1u4g1i/wcLN+L/S5vG23K6+7uypkppm5eRnXPFWXTNztpMA4ZswYfvnlFy5fvsx9993HBx98gJeXF5988gmLFy9GURQaNGjAyJEj7e4fFRUFgL9/+V/cQoiKYcWKbUV2Sfjgg5/tPj9r1v106NCslGpVObi6KNQKVKgVWHy4zDKqNoN4EnNDZUKahaTUvNBpbb00FTPNpNkC8Skq8SnFzwHo5grBvrm3wX1tb4dbWzC9qRVSl8txcTRycD3xRjdN5sCSh6lZw5+gIPtTj1ks9m+VXn1LtUCfuKtulZpytw12gl7+UFdcH9XKws2FKwHMXkCzCW+2oc4jL/S52XmukOM4u7+gqgbTtFkoSad3EtzU8TtXiWd20rRZuEzcjRMD45w5czhx4gQ///wzP/985T/yvPkW586da3dtV4vFwpYtW1AUReZhFEJopEtC2fB0V6jnrqdejaLLqapKhoErt8Dz9bHMm4YoIV9/y+JaukzZcCHRwoVEgIKpSlVVUrMUgkq4nnhgk+5kJp7mwbdSMeWQrwUuN+gVE3orCxc99kNZvmDm4QpuVwU4j6ta7NzdFGtLXr4geHXoc3Ol0CmNKgtFUZj8+AimTVuEqQRTdSWd2cXMd9+t9gNewEmBUa/X89NPP9GnTx+SkpIKvD5u3Djuvfdeu/uuXLmSy5cvoygK/fr1c0Z1hBBVgHRJqFgURcHHE3w89TSsXXRrn8WikpKhkpCWNzLc9nZ43sjxxDTrPJj25BjSrm098SbdiTi1nX9PJuPq6ewFDgqn11Foa5k1qOVvTbPzXCGtdx6uBVvn3F2tU0KJkpkwYRAvvfwFUX8vpNmQ6cVO1RX19yK8vLy47777yrCWFZfT1pVq3bo1Bw4c4MUXX2TDhg0kJyfTpEkTJk6cyBNPPGF3H5PJxPTp07XHEyZMcFZ1hBBClBOdTiHQVyHQF6hbdLjMMVv7RybmGyWemGbh1Klk9i2+9kEKlpwsPNz8ighltgHO46rWOfu3V696Lq91zk0CXGUQEODLzz/N5tbbXiBi7euE9Xus0Km6ov5eRMrZg6xZvVpWecnllKUBr5XFYiEtzbpCgU6nk06lxZClAYUQ1UV8fDI1aw6n2eBnS9TnLCFiGxHr3+by5ZXUqBFQehUUldb69XsYc8dsMjMNBDa+kaDG3bWpuhLP7CTpzC68vLz45eefGThwYHlXt8Io15XrdTqdDHQRQghRQHCw/3UMUgitECOkRcU0aNANnI35gWXL1jN/wQoi1m/XXmvarD4z332YCRNext+/XjnWsuIp18AohBBC2KMoCvfdewuzZy8t2SCF07t4Yvb9MkhBFCkgwJepU8cwZcpoEhNTSUvLxNfXi6AgTxTFBMgHjquVSmA0mUxs376dvXv3EhcXR2pqKhaLhcWLF5fG6YQQQlRBcXGJWFSV0xvn0+K24tcTP71xARZVJS6u4JKiQtijKArBwf75WqSvYzmZKs6pgTE7O5v/+7//Y9GiRSQkXLlg86bWuTowHjt2jH/++QeAfv360aBBA2dWRwghRCXm4eEGqoWUmAMc//3/aDKg8PXET29cQEqMdaUXDw+3sq+sEFWc0wa9JCQkcMstt3Do0CHAGhJtTqQomM22c20lJSXRpk0b4uLi6N+/P3/++aczqlJlyaAXIUR1cuFCAhcuJLBjxxGef/5TDAaTdZBCk3yDFE5bByl4eLjx5puP0L17a5mSSVyHbMAI9AFKNkK/qnNaYOzduzfbt1s7jnp4eDB69Gi6devGpk2bWL58ud3ACPDxxx/z2GOPoSgKO3bsoFu3bs6oTpUkgVEIUV0lJ6dpgxRORZzVnm/aLJQpk0cwYcJg/P3lD7y4XhIYC+OUwPjTTz8xduxYFEWhbdu2rFq1Sru9PGfOHObMmVNoYDQajdSsWZOMjAyeeOIJ3n333eutTpUlgVEIUd2pqnrVIAU/GeAinEgCY2GKX2jUAT/88AMA7u7uNmHREe7u7vTt2xdVVdm9e7czqiOEEKKKyhukEBYWQnCwv4RFIcqIUwLjnj17UBSFwYMHX9PAlSZNmgBw+vRpZ1RHCCGEEEI4kVMC4+XLlwFo0aLFNe3v42Nt9k1JSXFGdYQQQgghhBM5JTB6e3sD1vkXr0VcXBwArq7Sd04IIYQQoqJxSmAMCwtDVVV27dp1Tftv3rwZgDp16jijOkIIIYQQwomcEhhvvfVWAHbu3MmOHTtKtO/PP//M6dOnURSFnj0dXy9UCCGEEEKUDacExv/973/abem77rrL4cEr+/btY+LEidrju+++2xnVEUIIIYQQTuSUwFivXj1ee+01VFXl3LlzdOnShXfeeYfExES75Y8cOcLTTz9Nr169SE1NRVEUBgwYwMCBA51RHSGEEEII4UROW+kFYPr06cybN0+bF0tRFHx8fLRQ2LBhQy5fvkxmZiZwZfnAFi1asG3bNoKCCq4RKq6QibuFEEKI0iQTdxfG4RbGLVu2sGXLFmJiYgot8/rrr/P9998THByMqqpYLBbS0tK0ABkdHU1GRgaqqmphcezYsezYsUPCohBCCCFEBeVwYOzXrx/9+/dnyZIlRZa78847iY6OZtGiRQwePBhfX18tIKqqil6vp3379kyZMoVDhw7x3XffERAQcJ0/hhBCCCGEKC0upXFQT09PJk2axKRJkwDIyMggJSUFLy8v/P1lKSchhBBCiMqkVALj1by9vbVR1EIIIYQQonJxyihpIYQQQghRdUlgFEIIIYQQRZLAKIQQQgghiiSBUQghhBBCFMnhibt1Ol2pj25WFIWcnJxSPUdlJhN3CyGEEKVJJu4uTIlHSTtxYRghhBBCCFEJlDgw6vV6XFxKZzYemZ9RCCGEEKLiKXHye/nll5k5c2Zp1EUIIYQQQlRAMuhFCCGEEEIUSQKjEEIIIYQokgRGIYQQQghRJAmMQgghhBCiSBIYhRBCCCFEkUoUGGUORiGEEEKI6sfhaXU2bdoEQFhYWGnVRQghhBBCVEAOB8a+ffuWZj2EEEIIIUQFJX0YhRBCCCFEkSQwCiGEEEKIIklgFEIIIYQQRZLAKIQQQgghiiSBUQghhBBCFEkCoxBCCCGEKJIERiGEEEIIUSQJjEIIIYQQokgSGIUQQgghRJEkMAohhBBCiCJJYBRCCCGEEEWSwCiEEEIIIYokgVEIIYQQQhRJAqMQQgghhCiSBEYhhBBCCFEkCYxCCCGEEKJIEhiFEEIIIUSRJDAKIYQQQogiSWAUQgghhBBFksAohBBCCCGKJIFRCCGEEEIUSQKjEEIIIYQoUrUJjEePHuWpp56ibdu2BAQE4OfnR+vWrXnyySf577//rvm4YWFhKIpyzV9///23835IIYQQQohSUOUDo8ViYe7cubRv357333+fI0eOkJKSQlpaGv/99x8ffPABHTp04N133y2X+nl7e5fLeYUQQgghHOVS3hUobc899xzvvPOO9rhfv3506tSJzMxMNmzYwOnTp8nOzubpp5/Gy8uLSZMmlej4Tz75JMnJyQ6XP3nyJN999x0Affr0oWvXriU6nxBCCCFEWVNUVVXLuxKlZdWqVQwfPhyAwMBAVqxYQZ8+fbTXzWYzM2bM4M033wTAzc2N48eP06hRo1Kr09ChQ1m7di0Au3btolu3bg7vm5qair+/PykpKfj5+Tm5ZunAFsAdcHXysYUQQojKIBswAn0An3KuS8VSZW9Jq6rKiy++qD3+7rvvbMIigF6vZ968eQwbNgwAk8mkhcfSsGXLFi0sjhw5skRhUQghhBCivFTZwLh27VqOHDkCwODBgxk0aFChZefNm6dtf/XVV5hMplKp00svvQSAoijMmTOnVM4hhBBCCOFsVTYwrlixQtt++OGHiyzbsmVLunTpAkBGRgbbtm1zen3+/PNPtm7dClhbF9u2bev0cwghhBBClIYqGxjXrFkDWFvzBgwYUGz5fv36adtbtmxxen3mzp2rbee/VS6EEEIIUdFVycAYHx/PuXPnAGjRogUBAQHF7pN/tHJERIRT67N161atdXHgwIF06tTJqccXQgghhChNVTIwnjx5Uttu0qSJQ/uEhYVp284OjPn7SD733HNOPbYQQgghRGmrkoHxzJkz2nZoaKhD+9SrV0/bjo+Pd1pdjh8/rt0eb9eunUO3x4UQQgghKpIqOXF3amqqtu3v7+/QPr6+vtp2RkaG0+ry/vvvkzfV5VNPPVWifY1GI0ajUXuc/+cqPTllcA4hhBCiIpK/gYWpkoExf+Dz8PBwaJ/85TIzM51Sj7S0NL7++msAAgICGDt2bIn2f/3118tw+h094AaYAHMZnVMIIYSoaNyw/k0U+VXJwGgwGLRtV1fHVi3R6/V2t6/Ht99+q4XXe+65B09PzxLtP336dKZNm6Y9Tk1NdfgWe8l5Aj2RsCiEEKJ602P9myjyq5KBMX8wy39LtyhZWVnadv7b09fjs88+07aLmwvSHnd3d9zd3Z1SF8fIBSKEEEKIgqrkoBcfnyvrPzp6ezl/OWcExgMHDrBv3z4AOnfuTIcOHa77mEIIIYQQ5aFKBsbg4GBtOy4uzqF98uZtBGjYsOF11+GLL77Qth944IHrPp4QQgghRHmpkoGxefPm2nZUVJRD+0RHR2vbrVq1uq7zq6rK8uXLtce33377dR1PCCGEEKI8VcnAGB4erg1cOXToEGZz8QM59u7dq223b9/+us7/zz//aC2WHTt2LMWBKkIIIYQQpa9KBkYPDw+6d+8OWKe2yR8GC7Np0yYAdDodQ4YMua7zr1ixQtseNmzYdR1LCCGEEKK8VcnACDB8+HBtO39/QnsiIiLYsWMHAL1796ZmzZrXde78gVFuRwshhBCisquygfHee+/Fy8sLgCVLlnDkyJFCyz777LPa9vWu9RwdHc2xY8cAqFGjBp06dbqu4wkhhBBClLcqGxhr167N5MmTATCZTAwfPpz//vvPpozZbObZZ59l5cqVAPTp04ehQ4falDEajYwePRpfX1/uvPNOTCZTkefdsmWLtt29e3cURXHGjyOEEEIIUW6q5MTdeebOncvmzZvZvXs3Z86coV27dgwZMoSWLVuSmprKunXrtNHRdevW5fvvvy9wjK+++opff/0VgJ9++olBgwbx0EMPFXrO7du3a9s33nijk38iIYQQQoiyV6UDo7u7O7///jv33HMPf/zxB2azmd9//53ff//dplynTp344YcfCAkJKfaYxbUYHjp0SNtu3br1tVVcCCGEEKICUVRVVcu7EqVNVVV++eUXvvzySw4fPsylS5eoVasWrVq1Yvz48YwdOxY3Nze7+xqNRsaNG8cff/zBkCFD+PrrrwstC+Dv709qaioAx48ft5kT8nqlpqbi7+9PSkoKfn5+TjuuEEIIIURRqkVgrCokMAohhBCiPFTpW9JVTV62z2vBFEIIIUTl4evrW2kHw0pgrETS0tIAZOUYIYQQohKqzHcI5ZZ0JWKxWDh//nypfEJJTU0lNDSUs2fPVto3sxAVjVxXQpSOynptSQujKBM6nY769euX6jn8/Pwq1cUnRGUg15UQpUOurbJTZSfuFkIIIYQQziGBUQghhBBCFEkCowCsk5zPmjULd3f38q6KEFWGXFdClA65tsqeDHoRQgghhBBFkhZGIYQQQghRJAmMQgghhBCiSBIYhRBCCCFEkSQwCiGEEEKIIklgrMaOHj3KU089Rdu2bQkICMDPz4/WrVvz5JNP8t9//5V39YS4br/99hv3338/4eHhBAQE4O7uTt26dbn99ttZunQpJpOp2GMsX74cRVEc/lqwYIFDdXPm9WcwGFi2bBkDBw6kQYMGeHh4UL9+fW655RaWLFni0M8phKPat2/v8PVQo0aNYo/n7PevXFulRBXVjtlsVufMmaPq9XoVsPvl6uqqvvPOO+VdVSGuyenTp9Ubb7yx0Pd33lfLli3VI0eOFHmsxYsXF3uc/F/z588v8njOvv6OHj2qtmnTpsg6denSRY2MjHT01ydEkUJDQx2+HoKDg4s8ljPfv3JtlS6ZVqcaeuaZZ3jnnXe0x/369aNTp05kZmayYcMGTp8+rb320UcfMWnSpPKophDX5OLFi7Ru3ZqEhAQAPDw8GDBgAOHh4eh0Og4ePMimTZuwWCwA1K5dm927d9OwYUO7x3v77bd59tlnAfjf//5HSEhIkecfOnQoN9xwQ6GvO/P6i4qKokuXLtrPWrNmTW677TZq1qzJiRMnWL16NTk5OQCEh4fzzz//yDJq4rr5+PiQkZFBeHg4d999d5Flvby8eO655+y+5uz3r1xbpay8E6soWytXrtQ+GQUGBqqbN2+2eT0nJ0d97rnntDJubm7qmTNnyqm2QpTcsWPHtJaEl19+WY2Pjy9Q5tChQ2pYWJj2Ph85cmShx5sxY4ZW7sSJE9dVN2defxaLRe3cubNWdvz48WpmZqZNmaNHj9q0Bj388MPXVX8hTCaT9n66++67r/k4zn7/yrVV+iQwViMWi8WmeX3dunWFlh02bJhWbtKkSWVYSyGuz7Fjx9T69eurBw8eLLLcoUOHtFtXiqKo586ds1tu0qRJ2rVw6dKla66Xs6+/H3/8USvTo0cP1Ww22y33zz//qDqdTgvRMTEx1/wzCBEXF6e97x577LFrPo4z379ybZUNCYzVyOrVq7WLYPDgwUWW/e+//7Sy3t7eqtFoLKNaCnF9Ll686HCfosGDB2vv86+//tpumbFjx2plTCbTNdfL2ddf165dtTK7du0q8nh33nmnVvb//u//rvlnECKvBR9QX3zxxWs+jjPfv3JtlQ0ZJV2NrFixQtt++OGHiyzbsmVLunTpAkBGRgbbtm0rzaoJ4TS1atUiLCzMobIdO3bUts+fP2+3TFJSEmDtt+Xq6nrN9XLm9Xf+/Hn27t0LQOvWrenWrVuRx7vvvvu07XXr1pWk2kLYyLseAAIDA6/pGM5+/8q1VTYkMFYja9asAUBRFAYMGFBs+X79+mnbW7ZsKa1qCVFu9Hq9tq0WMv4vMTERuPY/jnmcef2tWbNGq+/AgQOLPVafPn3Q6az/3e/cuZPs7GxHqy2EjbzrAa79mnD2+1eurbIhgbGaiI+P59y5cwC0aNGCgICAYvfp2rWrth0REVFaVROi3MTExGjbtWrVslsmr0XlegKjs6+/gwcPats33nhjscfy9fWlefPmAOTk5BAVFVV8pYWwwxktjM58/8q1VXYkMFYTJ0+e1LabNGni0D75b+tJYBRV0f79+7Xt/Len83NGC6Ozrz+5nkV5cUYLozPfv3JtlR0JjNXEmTNntO3Q0FCH9qlXr562HR8f7/Q6CVGetmzZwpEjRwBo2rQp7du3L1BGVVVSUlIA2Lx5s7Z6haenJ/Xq1ePmm2/m1Vdf1Vo4CuPs60+uZ1Fe8rcw9u/fH0VR0Ov1BAUF0apVKx588EFWrVqlzXNqjzPfv3JtlR0JjNVEamqqtu3v7+/QPr6+vtp2RkaG0+skRHnJysri0Ucf1R6/8MILdsslJyfb/cNnMBg4f/48Gzdu5OWXX6ZRo0a88MILhfZfcvb1J9ezKC/5WxjzWCwWkpKSOHbsGF9++SXDhw+nTZs2Ni34+Tnz/SvXVtlxKe8KiLKR/03s4eHh0D75y2VmZjq9TkKUh5ycHO6++25tTdmbbrqJBx54wG5Zi8XCM888g7e3t/acyWQiKSmJf//9l927d5OTk0N2djbz5s3j6NGjrFixwmYwDTj/+ss7nqIouLu7X/fxhHBU165dmTlzJoqiANZW+LS0NGJjY9mxY4fW2n7s2DF69OjBH3/8QZ8+fWyO4cz3r1xbZUcCYzVhMBi0bUenBsn/R+/qP4BCVEbp6emMHTtWG1XZvHlzvv/+e22U49WCg4N56623Cj3ehQsXmDlzJp9//jkAv//+O/PmzWPGjBk25Zx9/eUdz8XF8f/C5XoWzjB+/PhCX7NYLKxatYopU6YQGxuL0Whk9OjRnD592mbZPGe+f+XaKjtyS7qa8PT01LaNRqND+2RlZWnb+ZvchaiMjhw5QpcuXbSw2L59e/766y9q1qx5zccMCQnhs88+46WXXtKee/PNNwvclnL29Zd3vOzs7CL7ijl6PCGcQafTMWLECHbs2KGtuR4fH8/8+fNtyjnz/SvXVtmRwFhN+Pj4aNuONpnnL1eVLwJR9S1btoxu3bpx4sQJAO644w62bt1K3bp1nXL8WbNmaSMqU1JS2LRpk83rzr7+8h8v/x+raz2eEM4UGhrKa6+9pj1evny5zevOfP/KtVV2JDBWE8HBwdp2XFycQ/vkH/nZsGFDp9dJiNKWk5PD448/zoQJE8jMzMTDw4MFCxbw448/OvU/dhcXF0aOHKk9PnDggM3rzr7+5HoWFd2oUaO0rh6HDh2ymRjfme9fubbKjgTGaiJvYlHA4YlFo6Ojte1WrVo5u0pClKqMjAyGDh3KokWLAAgPD2fPnj08/vjjpXK+/HO2XT21hrOvv+s9XsuWLR3aR4hr5efnp3X3yMnJITk5WXvNme9fubbKjgTGaiI8PFzrjHvo0CHMZnOx++StpwnYnaNOiIrKZDIxdOhQNmzYAMCwYcPYu3cvbdu2LdVz5sl/Wwucf/3l/yNX2NQl+WVlZWmjwhs1amQzAEGI0pL/msg/04Az379ybZUdCYzVhIeHB927dwcgLS3N5oIpTF4/LJ1Ox5AhQ0q1fkI40xNPPKGtEfvAAw+wYsWKUu9b9O+//2rbV0/46+zrr3///tr2X3/9Veyxtm3bps0RedtttxVbXojrFRsbq03yXbt2bdzc3LTXnPn+lWur7EhgrEaGDx+ubX/xxRdFlo2IiGDHjh0A9O7d+7pGkgpRlvbs2cMnn3wCQN++ffn8888LnTbHWdLS0mw69t9yyy0Fyjjz+uvTp4+2Zu6GDRs4e/ZskcdbsmSJtj1q1KgiywrhDMuWLdO2r74enP3+lWurjKii2oiLi1O9vLxUQHVzc1P//fffQssOHz5cBVRAXb16dRnWUojrM378eO29u3fv3us6VmZmpkPlJkyYoJ2zf//+dss4+/qbNm2aVmbcuHGFHmvv3r2qXq9XAbVr164O/TxC2GMymdScnJxiyx0+fFj19fXV3p9///13gTLOfP/KtVU2JDBWM88995x2ITRu3Fg9evSozes5OTnqM888o5Xp06dPOdVUiGtTp04dFVADAwOv+1gTJ05Un3jiCTUyMtLu69HR0erIkSO168Xd3V3dv39/ocdz5vUXFxdn80d5xowZBf6YHz58WA0NDVUBVVEU9c8//3T8hxfiKpGRkWqbNm3Un3/+Wc3Ozi7wutlsVr/++ms1ICBAe1/eeeeddo/l7PevXFulT1HVfGPdRZVnNBrp27cvu3fvBqyz0g8ZMoSWLVuSmprKunXrtBFfdevWZe/evdoErEJUdGlpaVqn88DAQKZOnVqi/fv160e/fv20x/fffz9Lly5Fp9PRoUMHunTpQo0aNUhPT+fw4cNs375d67/k4uLC119/zdixYws9vrOvv+XLlzN69GhtypKwsDAGDRqEv78///33H2vXrtUGAcyZM4eZM2eW6PchRH5RUVE0atQIsE4/06dPHxo1aoSbmxvnzp1j06ZNxMbGauW7devGxo0bbQa85OfM969cW2WgXOOqKBeXL19WBw4cqH16svfVqVMnNSIioryrKkSJnD17tsj3dXFfs2bNsjneAw884NB+LVq0ULdv3+5QHZ19/X3zzTeqj49PocdydXVV582bp1oslpL+OoWwER0d7dD14Orqqj7xxBOqwWAo9pjOfP/KtVW6pIWxmlJVlV9++YUvv/ySw4cPc+nSJWrVqkWrVq0YP348Y8eOtRnVJkRlkL8F5FrMmjWL2bNna4/T0tJYunQp69at49ixY8TFxWE0GvH19aVOnTr06NGD22+/nWHDhpVoYI2zr7/o6Gg+/vhjfv/9d6Kjo1EUhdDQUAYOHMj//vc/WrRoUZJfgxCF2rlzJ9988w27d+8mMjKS1NRUdDodwcHBtGjRgptuuokJEyZQv359h4/pzPevXFulRwKjEEIIIYQokkyrI4QQQgghiiSBUQghhBBCFEkCoxBCCCGEKJIERiGEEEIIUSQJjEIIIYQQokgSGIUQQgghRJEkMAohhBBCiCJJYBRCCCGEEEWSwCiEEEIIIYokgVEIIYQQQhRJAqMQQgghhCiSBEYhhBBCCFEkCYxCCCGEEKJIEhiFEEIIIUSRJDAKUYkdP36c1q1bU7t2bVauXFllzymqtoULFxIQEEDPnj25dOlSeVdHCGGHoqqqWt6VEKI8/P333/Tv3/+6j7Np0yb69et3/RW6BuPGfKbsZAAAGC9JREFUjeO7774DoG7dupw7d65KnlNUXRkZGQQEBJCTkwPAjBkz+L//+79yrpUQ4mrSwihEJVYen/fkM6YQFY/FYmHLli3ExsaWd1VEFeVS3hUQoryEhYUxa9asQl9/9dVXMZvNAEWWCwsLc3bVHPbyyy9z8OBBEhMTWbRoUZU9p6i6vL29eeedd5g5cyatW7fmySefLO8qVTpvvvkm77zzDpcuXWLTpk3Ur1+/vKskqiC5JS1EITw8PDAajYC0qgkhKq7Bgwezfv16oHy7yIiqTW5JCyGEEEKIIklgFEIIIYQQRZLAKIQQQgghiiSBUYjrtGTJEhRFQVEUJk2aBEBqairTpk2jfv366HQ6FEUhOTm5wL4HDhzgueeeo1evXtSuXRt3d3f8/Pxo3bo1U6ZM4dSpUyU+99X69eunldm1axdgncpk0aJF9OzZk1q1auHp6UnTpk15/PHHiYmJqXDnzM9isfD9998zevRowsLC8PT0pEaNGnTv3p0PP/yQrKwsAG688cYCdXCG48eP88wzz9C2bVv8/f3x8vKiUaNGjB8/nj/++MPuPsnJydSuXVurz9dff13kOb766iut7I033ojFYtFemz17tvbaggULtOe3bdvGvffeS3h4OF5eXgQHB3PDDTfwyiuvkJSUVKKf8Z9//uHRRx+lefPm+Pj44OvrS3h4OBMnTmT37t1F7vv3339r9Rs8eDAAJpOJuXPn0rhxY/R6PYqicPDgQW0fe++X/KKiorTXW7RooT2/detWxo4dS6NGjXB3d6devXo89NBDREZGFjjG3r17td9P3ntmwIABfPXVVyXqoxwbG8vMmTPp3LkzwcHBeHh4EBoayujRo/nxxx+LPVbez+Hh4WFzzBdffJF27drh7++Pn58fHTt25NVXXyUjI8PucfL/zvL6LwL0799fe15RlEL7M546dYoZM2bQrVs3AgMDcXNzo27dunTt2pXp06dz5MgRh38noppQhRB2ubu7q4Ba3GXy5ZdfauUeeeQRNSUlRW3fvr32XN5XUlKSts+ZM2fUAQMGFChz9Ze7u7v67bffOnxue/r27auV2blzp3ry5Em1ZcuWhZ7T29tb/euvvyrUOfNERESoXbp0KfJ31q5dOzUqKkrt1q2bTR2ul9lsVmfMmKG6uroWef6RI0eqmZmZBfZfsmSJViYsLEw1Go12z5OZmanWr19fBVQXFxf10KFDNq/PmjVLO878+fNVo9GoTpo0qcg61ahRQ/3zzz+L/RkNBoP60EMPqYqiFHm8Rx99VM3JybF7jE2bNmnlBg0apGZnZ6sDBw4scIwDBw5o+1z9frlaZGSk9nrz5s1Vi8WiTp8+vdD6+fn5qf/884+2/9y5c4v8eUaNGqWaTKZifz8ffvih6u3tXeSxevbsqV6+fLnQY+S/tlVVVX///XfVz8+v0OOFh4ersbGxBY6T/3dW1Fffvn1t9jObzeqLL76ouri4FLnfPffcU+zvQ1QvMq2OEE42adIkDh06RKtWrRg8eDAmk4m///7bpsz27dvZuHEjAC4uLnTv3p1WrVoRFBREXFwcq1atIiEhAaPRyP3330+bNm1o27btddctISGBO+64g9jYWNq0aUP//v3x9PTk0KFDbNiwAYvFQkZGBqNHj+b48ePUqlWrwpzz9OnT9O3bl/PnzwOg0+no2bMnHTt2xNPTk+PHj/PHH39w+PBhRo0aZdMqd71UVeXee+/l22+/1c5900030b59exRF4fDhw2zcuBGz2czy5csZNWoUa9asQVEU7RgTJkxg8eLFbN26laioKD7++GOmTp1a4FxvvfWWNpfeM888Q7t27Yqs24MPPsg333yDh4cHAwYM0FrgDh8+zKZNm8jJySE+Pp5hw4bx999/c8MNN9g9jsFgYOjQoWzatAkAd3d3brnlFlq1akV2djb//PMP27ZtA+Cjjz7CYrHw8ccfF/u7mzlzJn/88QcNGzbk9ttvR6/XX3eL71tvvcXrr79O/fr1GTZsGH5+fhw5coR169ZhNptJTU1lyJAhnD59mkWLFjFz5kx0Oh0DBw6kQ4cOJCcns27dOqKiogD49ddfefvtt5k+fXqh55w+fTpvvPGG9rh79+7ceOONuLm5cfz4cdatW4fRaGT79u3cfPPN7N69G3d39yJ/ju3btzNixAgsFgsDBgygY8eO5OTk8Pfff2stsCdPnuSuu+5iy5YtNu+n+++/X2s9/Prrrzl9+jRgfZ/ln+rr6mm/nn32Wd59913tcd++fWnXrh1eXl5cuHCBXbt2cfLkySLrLaqp8k6sQlRU19LC2L9/f1Wn06lPPvmkajabtTIWi0W1WCza46+++kr19vZWZ86cqSYkJBQ4ZmJiotq5c2ftuOPGjSv23I609jVq1Eh1dXVVv/jiiwLlNm7cqHp5eWlln3/++QpzTrPZrHbv3l0r17JlS/XgwYMFyp09e9Zuy8v1tjC+8cYb2rFatWql/vvvvwXKHDhwQA0NDdXKLV68uECZf//9V2vZqVmzppqammrz+rlz57QWrCZNmthtqczfwti1a1cVUG+55Rb17Nmzds/XrFkzrXzr1q3V7Oxsuz9j/lbKXr16qdHR0QXK/Pnnn2pAQIBWbuPGjQXK5G9hvOGGG1RfX1/1zjvvVLOysmzK5W+hLEkLo6+vr+rq6qreddddBX4/u3btUv39/bWyDzzwgOrm5qZ6e3sXaGE1Go3quHHjtLLBwcGFtjL+8MMPWrl69eqpW7ZssVvHtm3bauVefvllu8fKe93FxUUNDQ1VQ0JC1N27dxcol/89B6hr1661ezxVVdVBgwZp5TZt2lRouYiICK312MvLq9Cye/bsUT/55JNCjyOqJwmMQhTiWgJjXmjMHw7t2b17t3rixIliy+QdMyAgwO4xSxregCL/ELz22ms2Qc+e8jjnV199pZWpW7euGhcXV+jxsrKy1I4dOzotMMbGxqpubm4qoDZo0EC9ePFioWV37dplE87sefrpp7UyM2fOtHltwoQJ2mt//PGH3f3zB0ZA7d27d5G3U6Ojo21uef76668FyuR/r3Xq1EnNyMgo9Hj5w9Ott95a4PX8gRGst5ANBkOhx1PVkgVGQG3Tpk2hP/P8+fMLfGD45ptv7JZNSUmx+d3Y6xaRkZGh1qhRQwXrre6irtuoqCjVw8NDC6BXh2RVVW3q5e7uXqDLQX75b+U/8MADhZZzNDAuWrRIKzdx4sRCywlhjwx6EcLJ5syZY3PryJ4bbriB8PDwYsvUrl0bsA6aOHv27HXXrV27dvzvf/8r9PUHH3xQq3tkZCQJCQkV4pwfffSRtj1v3jzt92KPh4cHH3744XXU2NaHH36IyWQCrLdCi7pN361bN3r27AnA0aNHtduE+c2ePZt69eoB8O6773Lp0iUA9u/fz1dffQXA+PHjueWWW4qtm06n4/PPP8fV1bXQMg0aNODpp5/WHn/zzTcFyrzzzjva9qJFi/Dy8ir0eHfccQehoaEA/PHHHxgMhiLr+OKLLxZ7a7akZsyYUejPPH78eHS6K3/aOnXqxLhx4+yW9fPzY9CgQdrj/ANx8ixdupT4+HjA+rMUdd02bNiQ0aNHA9auGNu3by/y53jkkUeK7HLw8MMPa9t79+4t8liOyD/wrqh/YyHskcAohBPVqlWLXr16Oe14+fsfJSYmXvfxCvvDmad27do0bNhQe+yMdWmv95yJiYns2LEDgMDAQO68885iz9mrVy9CQkKuobYFrVq1Sjv3qFGjii3frVs3bdveH3kfHx/ee+89ANLT03nllVcAmDZtGhaLheDgYJs+ZkXp169fsR88AO6++25t++pRzjk5OaxZswaANm3a2NTfHkVR6Nq1KwDZ2dkcOnSo0LI6nY7hw4cXW7+SUBSFoUOHFvp6QEAAjRs31h4X935p06aNth0XF1fg9bx/f0VRePDBB4utX3H//vkVd23k72/qjA+MTZo00baXL1/O5cuXr/uYovqQQS9COFHeIIiSSkhI4Pjx45w6dYqIiAhOnTrFqVOnbKa2KK4lxxHFDaAAqF+/vjYYIC0trdzP+c8//2jbPXr0wM3NzaHzhoWFceHCBccrakdiYiLHjx8HrEHv1VdfLXafAwcOaNv2AghYW+kGDRrE+vXr+fTTT2nSpAmbN28G4O2336ZmzZoO1a979+4OlWvWrBm+vr6kpaURGxuL0WjUWv0OHz5Meno6YA1Fs2fPLvZ4+aetKexnBGtA8fPzc6iOjqpTpw7+/v5FlqlZs6Y2JVX79u2LLZsn7/eQX96HFR8fH5tpjApz+PBhbbuo3w0Uf23kXxPaGdfibbfdRkhICBcuXCAmJoZu3brxxhtvMHr0aPR6/XUfX1RtEhiFcKI6deo4XDY2NpYPPviAX3/9lTNnzpRira4ICAgotkz+W1U5OTnlfs68IAnYzMFXHEeDZVHyRmSDtYVnzpw5Jdo/NTW10NcWLFhAmzZtMBqNPPXUU4B1Dr3777/f4eM7GiwBatSooYWOpKQk7b2a/2f8999/+ffffx0+JhT9M5bkenCUr69vsWXy/9sXFy49PT21bbPZbPNaenq69vOlpaU59d/fzc3N5tz26PV63NzcMJlMBep2Lby8vPjll1+49dZbSUpKIjIykrFjx1K/fn0mTpzIo48+WqL3lKhe5Ja0EE7kaL+g77//nvDwcN5++22bsFijRg1uvPFGxo8fz+zZs2nWrJlT6+dI6+e1tJCW5jnz97sq7o+/s6WkpFzX/kX9kW/atCmPPPKIzXP5p21xRElahfLXJX8fv9L8GUujn1xJ35/X834uzd+No/Vy9vXYvXt3Dh06xN133629D2JjY5k1axYNGjTgscce0/psCpGfBEYhytiOHTu49957ycrKQlEURo4cyapVq7h48SKXL19m586dfPXVV8yaNYu6deuWd3XLXf75FEvS4umM1tH8gadv376o1pklHP4q6vZuWloaK1eutHnu008/ve46FyZ/8M7f6pv/Z5wwYUKJf8aStIhWNvl/Nw0bNizx72bJkiXlV/kihIaG8u233xIREcGzzz5LjRo1AGu3l48++ogOHTrISi+iAAmMQpSx2bNna2Hm448/5tdff2XYsGF2R98ajcayrl6Fkz/clKRPojM69AcHB2vbFy9evO7j5ffcc88RHR2NTqejd+/eACxevLjAJO9FcfT9ce7cOe32aJ06dWxu2Zbmz1jZ+fv7a624ly9fdupk8BVB48aNefPNNzl37hzz58/X3gvnzp1jxIgR2uwAQoAERiHKlMlk0gY3+Pr68tBDDxVZPn//veoq/235nTt3OrRPUlJSsetwOyI0NJTAwEDAuuKGvfXAr8WmTZv45JNPAOvUKV999ZU2COWRRx5xeICToz9j3uotQIGVXtq2bavd9ty7d2+VC0XXQ6fTaaOoMzMzq2yrm5ubG5MnT2br1q1aaDx9+jQbNmwo55qJikQCoxBlKD4+XvvUHhQUVGQftN27dxc7yrI66NatGy4u1vF5R44ccWg+usWLFzsl+CiKok2TZLFYWLp06XUfMyMjg4cffhhVVQkICODVV1+lYcOG2sCXkydPOjQaG2DlypUOtTJ+9tln2vZtt91m81pgYKAWiuLj4/ntt98c/VGqhT59+mjbX375ZTnWpHD5+6RmZ2df83FatmzJPffcoz2OiIi4rnqJqkUCoxBlKH+fqLNnz5KUlGS3XE5ODs8880xZVatC8/X1tZnLb8qUKUX+UTx16pQ2t6Ez5J88ec6cOQ61+sbExBAdHW33tRdeeEEb6DR79mxtVOqLL76ozR355ptvOtSadeHCBWbOnFlkmaVLl7JlyxbAOlF1/jkZ8+T/GZ966imHWlKPHDlS6Pu3Ksn/u1m0aJHNNE+FSUxM5L///ivNatnIP3K8sPcdWD+sFCf/yG5HZjgQ1YcERiHKUEBAgDZ5rsViYeLEiWRlZdmUSUxMZMyYMWzbts2hKUSqgxkzZmitjLt27WLEiBF2+yhu27aNfv36YTAYnDZg6LbbbtPmO0xKSqJXr1789ddfdsumpqYyb9482rZtazNXYZ6tW7eycOFCAFq1asXjjz+uvebj48Nrr70GWFuJJk6c6FAr6Ztvvsn06dPttjR+9tlnTJw4UXv8+uuv4+PjU6DcQw89pE12HRkZSa9evdi/f7/d8128eJHp06fTpUuX6x5FXBm0a9eOsWPHAtYuJbfccgs//fST3bIGg4GPP/6YNm3asGfPnjKrY/7pppYtW2bT9zD/SO2ZM2cyefLkQj/07Nu3j19//RWwjsC/6aabSqfColKSeRiFKGNPPPEEU6dOBeCXX35h9+7dDBw4kFq1ahEVFcWaNWtITU1l0qRJHDt2TOvzWJ116tSJuXPnMmPGDADWrFlD48aNGTJkCE2aNCEzM5Pdu3drq5gsWLCAn376yWaOwWul0+n4+uuv6dGjBxcvXuTcuXMMGDCANm3a0LNnT4KDg0lNTeXYsWNs27at0FvEWVlZPPjgg6iqCliXHMwLwXkmTJjAwoUL2bt3L7t27WLRokVMnjy50Lo9/PDD/Pzzz7zxxhssWbKEwYMHExISQkJCAhs3brRZmvCOO+7g0UcftXscb29vvv32W26++WbS09M5evQoXbp0oWvXrnTt2hV/f3+SkpI4fPgwu3fvdsoI9Mrko48+4uDBg5w4cYKUlBTuvPNOmjRpQt++falTpw7p6emcPn2azZs32538u7SNGDGCuXPnAtYPJZ06deLmm2/GYDAQHx/Pzz//DFjD48KFC/noo4/o3LkznTt3JigoSHv/btq0SfuQ8vTTT9OgQYMy/1lExSWBUYgyNnnyZPbt26f1h4uNjeWLL76wKTNu3Djef/99m3Vuq7vp06ejKAozZ84kOzub9PT0Ai09rq6uvP322zz++OM2r+Xv43UtGjduzI4dOxgzZoy2ksuRI0cKvW08atSoAqt4vPjii9oglVGjRjFgwIAC+ymKwgcffKCtRz1jxgxGjBhhs+JHfk2aNGHVqlWMGTOGuLg4u9O46HQ6Jk2axAcffFDknH7dunVj06ZN3HXXXZw+fRpVVdmzZ4/dljJFUXj44YdLZWLuiigwMJBt27Zx1113sXHjRsA6KMTeWuFgXbKxX79+ZVa/jh07MmnSJD7++GPAuo750aNHAet0UHnyPqBYLBb++ecfu7fXXVxceOGFF7QAKkQeCYxClDFFUViyZAnDhw/n888/559//iE5OZmaNWvSvn17/ve//zFixIjyrmaF9MILLzBixAgWLFjAhg0biI2NxcXFhQYNGnDLLbfwyCOP0Lx5c8B2mTdnLE/XuHFj9u3bx08//cTPP//Mnj17uHTpEhaLhYCAAJo3b06PHj245557bNYnBuvo7g8++AAADw8P3nnnnULP06NHD+6++26+++470tLSeOyxx7T1jO3p3bs3hw4dYsGCBSxfvlybqqdevXoMGDCABx98kE6dOjn0M3bp0oVjx46xbNkyVqxYwcGDB7l8+TI6nY7AwEBatWpF7969uffee2nUqJFDx6wqatSowZ9//sm6dev47rvv2L59O3FxcWRnZ+Pv70+TJk3o1q0bY8eOdXjJRmdatGgRbdu2ZfHixRw7dgxFUQgLC+OOO+7Qyrz22mt06tSJlStXsm/fPs6fP8//t3f3KApDURiGv+kUiYJZgYWWAdEVpHUHYpUNCBYqgmARtBeX4Q60sk9lJ5b+tUpUsHCmmsCAXIT50YnvU4Vwi1OFj9x7zr1cLspkMioUCnJdV57nfblzGvj09v65PwIAMZLL5aKzWtvtNjZ/w3q9XnRF3WAwULvdfnBFAF4BTS8AYudwOETdopZl3RyKDgC4H4ERQOxMJpOouaRUKn37DCMAvDq+ogBiZzQaRc+VSuWBlQBAPBAYATy93W539603w+Ewuo85kUjI87xfrAwAXgOBEcDTWy6Xyufz6na7Wq/XN9fs93s1m03V6/Xone/7ymazf1UmAMQWY3UA/AthGMr3ffX7fRWLRZXLZdm2rTAMtVgsNJvNdDqdovXValWNRuOBFQNAfBAYATy9dDqtZDKp8/ms6/WqIAgUBMHNtZZlqdPpqNVqGQdVAwDuR2AE8PQcx9FqtdJ4PNZ0OtV8Ptdms9HxeFQqlZJt23IcR67rqlarsQ0NAD+Mwd0AAAAwoukFAAAARgRGAAAAGBEYAQAAYERgBAAAgBGBEQAAAEYERgAAABgRGAEAAGBEYAQAAIDRB5k8Bd4vnSLfAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=[6.4,4.8])\n",
+    "fig, ax1 = plt.subplots()\n",
+    "\n",
+    "# hypothesized limit lines\n",
+    "# ax1.plot(np.hstack((training_size[0:-1], 5250)), lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n",
+    "# ax1.plot(np.hstack((training_size[0:-1], 5250)), upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n",
+    "\n",
+    "\n",
+    "\n",
+    "ax1.errorbar(\n",
+    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
+    "    chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n",
+    "    linestyle=\"none\",\n",
+    "    linewidth = 1,\n",
+    "    color='black',\n",
+    "    marker=\"o\",\n",
+    "    markersize=10,\n",
+    "    yerr=chemprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] , \n",
+    "    markeredgecolor = 'black',\n",
+    "    capsize = 5, \n",
+    "    fmt='none'\n",
+    ")\n",
+    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n",
+    "\n",
+    "ax1.errorbar(\n",
+    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
+    "    chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n",
+    "    linestyle=\"-\",\n",
+    "    linewidth = 1,\n",
+    "    color='black',\n",
+    "    marker=\"d\",\n",
+    "    markersize=10,\n",
+    "    yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n",
+    "    markeredgecolor = 'black',\n",
+    "    capsize=5, \n",
+    "   fmt='none'\n",
+    ")\n",
+    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 10, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n",
+    "\n",
+    "ax1.errorbar(\n",
+    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
+    "    fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n",
+    "    linestyle=\"-\",\n",
+    "    linewidth = 1,\n",
+    "    color='black',\n",
+    "    marker='o',\n",
+    "    markersize=10,\n",
+    "    yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n",
+    "    markeredgecolor = 'black',\n",
+    "    capsize=5, \n",
+    "    fmt='none'\n",
+    ")\n",
+    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n",
+    "ax1.errorbar(\n",
+    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
+    "    fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n",
+    "    linestyle=\"-\",\n",
+    "    linewidth = 1,\n",
+    "    color='black',\n",
+    "    marker=\"d\",\n",
+    "    markersize=10,\n",
+    "    yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n",
+    "    markeredgecolor = 'black',\n",
+    "    capsize=5, \n",
+    "    fmt='none'\n",
+    ")\n",
+    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]]  , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 10, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n",
+    "ax1.plot([], [], label=\"Fastprop on SolProp\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n",
+    "ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 10, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n",
+    "ax1.plot([], [], label=\"Chemprop on SolProp\", color=colors[4], markersize = 10, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n",
+    "ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 10, markeredgecolor = 'black',  marker=\"d\", linestyle=\"-\")\n",
+    "ax1.fill_between([0, 5250], 0.7, 1.0, label=\"Aleatoric range\", color=colors[3],alpha = 0.6)\n",
+    "ax1.set_xlabel(\"Training experiments\")\n",
+    "ax1.set_yticks([0.7, 0.9, 1.1, 1.3])\n",
+    "ax1.set_ylabel(\"Test RMSE (logS)\")\n",
+    "ax1.set_xticks([0, 2500, 5000])\n",
+    "ax1.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "#ax1.title(\"Approaching Aleatoric Limit\")\n",
+    "ax1.legend(prop={'size': 16}, loc=\"upper right\", bbox_to_anchor=(1.1, 1.1), frameon = False)\n",
+    "#ax1.text(10, 0.72, \"Lower aleatoric limit\", fontsize = 16)\n",
+    "\n",
+    "plt.show()\n",
+    "# show vermeire?\n",
+    "# TODO: ADD A LINE TO THE PLOT WHICH SHOWS THE RESULT OF JUST PREDICTING THE MEAN (ACROSS ALL TRAINING DATA)\n",
+    "# COSMO can do this"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'#666666'"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "colors[-1]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Figure 4"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 2560x960 with 5 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "plt.figure(figsize=[6.4*4,4.8*2])\n",
+    "\n",
+    "ax1 = plt.subplot2grid(shape=(2,4), loc=(0,0), colspan=2, rowspan = 2)\n",
+    "\n",
+    "# hypothesized limit lines\n",
+    "# ax1.plot(np.hstack((training_size[0:-1], 5250)), lower_experimental_limit, label=\"_Lower Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n",
+    "# ax1.plot(np.hstack((training_size[0:-1], 5250)), upper_experimental_limit, label=\"_Upper Exptl. Limit\", linestyle=\":\", color=\"#7f7f80\")\n",
+    "\n",
+    "ax1.errorbar(\n",
+    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
+    "    chemprop_sobolev_solprop_results[np.r_[0,3:9]] ,\n",
+    "    linestyle=\"none\",\n",
+    "    linewidth = 2,\n",
+    "    color='black',\n",
+    "    marker=\"o\",\n",
+    "    markersize=20,\n",
+    "    yerr=chemprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] , \n",
+    "    markeredgecolor = 'black',\n",
+    "    capsize = 5, \n",
+    "    fmt='none'\n",
+    ")\n",
+    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[6], marker=\"o\", linestyle=\"-\", linewidth = 2)\n",
+    "\n",
+    "ax1.errorbar(\n",
+    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
+    "    chemprop_sobolev_leeds_results[np.r_[0, 3:9]] ,\n",
+    "    linestyle=\"-\",\n",
+    "    linewidth = 2,\n",
+    "    color='black',\n",
+    "    marker=\"d\",\n",
+    "    markersize=20,\n",
+    "    yerr=chemprop_sobolev_leeds_results_stdev[np.r_[0, 3:9]] ,\n",
+    "    markeredgecolor = 'black',\n",
+    "    capsize=5, \n",
+    "   fmt='none'\n",
+    ")\n",
+    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , chemprop_sobolev_leeds_results[np.r_[0, 3:9]], markersize = 20, markeredgecolor = 'black', color=colors[6], marker=\"d\", linestyle=\"-\", linewidth = 2)\n",
+    "\n",
+    "ax1.errorbar(\n",
+    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
+    "    fastprop_sobolev_solprop_results[np.r_[0, 3:9]],\n",
+    "    linestyle=\"-\",\n",
+    "    linewidth = 2,\n",
+    "    color='black',\n",
+    "    marker='o',\n",
+    "    markersize=20,\n",
+    "    yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n",
+    "    markeredgecolor = 'black',\n",
+    "    capsize=5, \n",
+    "    fmt='none'\n",
+    ")\n",
+    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]] , fastprop_sobolev_solprop_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[4], marker=\"o\", linestyle=\"-\", linewidth = 2)\n",
+    "ax1.errorbar(\n",
+    "    np.array(training_size)[np.r_[0, 3:9]] ,\n",
+    "    fastprop_sobolev_leeds_results[np.r_[0, 3:9]],\n",
+    "    linestyle=\"-\",\n",
+    "    linewidth = 1,\n",
+    "    color='black',\n",
+    "    marker=\"d\",\n",
+    "    markersize=20,\n",
+    "    yerr=fastprop_sobolev_solprop_results_stdev[np.r_[0, 3:9]] ,\n",
+    "    markeredgecolor = 'black',\n",
+    "    capsize=5, \n",
+    "    fmt='none'\n",
+    ")\n",
+    "ax1.plot(np.array(training_size)[np.r_[0, 3:9]]  , fastprop_sobolev_leeds_results[np.r_[0, 3:9]] , markersize = 20, markeredgecolor = 'black', color=colors[4], marker=\"d\", linestyle=\"-\", linewidth = 2)\n",
+    "ax1.plot([], [], label=\"Fastprop on SolProp\", color=colors[6], markersize = 20, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n",
+    "ax1.plot([], [], label=\"Fastprop on Leeds\", color=colors[6], markersize = 20, markeredgecolor = 'black', marker=\"d\", linestyle=\"-\")\n",
+    "ax1.plot([], [], label=\"Chemprop on SolProp\", color=colors[4], markersize = 20, markeredgecolor = 'black', marker=\"o\", linestyle=\"-\")\n",
+    "ax1.plot([], [], label=\"Chemprop on Leeds\", color=colors[4],markersize = 20, markeredgecolor = 'black',  marker=\"d\", linestyle=\"-\")\n",
+    "ax1.fill_between([0, 5250], 0.7, 1.0, label=\"Aleatoric range\", color=colors[-1],alpha = 0.3)\n",
+    "ax1.set_xlabel(\"Training experiments\")\n",
+    "ax1.set_yticks([0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3])\n",
+    "ax1.set_ylabel(\"Test RMSE (logS)\")\n",
+    "ax1.set_xticks([0, 2500, 5000])\n",
+    "ax1.spines[['right', 'top']].set_visible(False)\n",
+    "#ax1.title(\"Approaching Aleatoric Limit\")\n",
+    "ax1.legend(prop={'size': 20}, loc=\"upper right\", frameon = False)\n",
+    "ax1.text(-600, 1.33, \"a\", weight = 'bold', fontsize = 35)\n",
+    "\n",
+    "plt.subplots_adjust(hspace=0.45)\n",
+    "\n",
+    "\n",
+    "ax2 = plt.subplot2grid(shape=(2,4), loc=(0,2), colspan=1, rowspan = 1)\n",
+    "\n",
+    "r = pearsonr(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'])\n",
+    "ax2.text(-5, 3, \"b\", weight='bold', fontsize = 35)\n",
+    "ax2.text(-1, -4, r'$R$' + f\" = {r[0]:.2f}\", fontsize = 25)\n",
+    "ax2.plot([-5, 1.5], [-5,1.5], linestyle = '--', linewidth = 2, color = 'black')\n",
+    "\n",
+    "ax2.scatter(merged_fastprop['logS_pred'], merged_chemprop['logS_pred'], color=colors[2], s = 15, edgecolors ='black', alpha = 0.4)\n",
+    "ax2.set_xlabel('fastprop predictions')\n",
+    "ax2.set_ylabel('chemprop predictions')\n",
+    "ax2.set_ylim([-5, 2])\n",
+    "ax2.set_xlim([-5, 2])\n",
+    "\n",
+    "ax2.set_yticks([-5, -3, -1, 1])\n",
+    "\n",
+    "ax2.set_xticks([-5, -3, -1, 1])\n",
+    "ax2.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "# Plot the CDFs as step plots\n",
+    "# ax2.step(true_grad_bins_cdf[:-1], true_grads_cdf, linewidth = 3, where='post', color = 'black', label='ground truth')\n",
+    "\n",
+    "# ax2.text(-0.06, 1.15, \"b\", weight='bold', fontsize = 35)\n",
+    "# # Set axis limits\n",
+    "# ax2.set_ylim([0, 1.01])\n",
+    "# ax2.set_yticks([0,0.5 ,1])\n",
+    "\n",
+    "# ax2.set_ylabel(\"Cumulative Probability\")\n",
+    "# ax2.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
+    "# ax2.legend(prop={'size': 20}, loc='upper left', frameon=False)\n",
+    "# ax2.spines[['right', 'top']].set_visible(False)\n",
+    "# #ax1.set_title(\"Solprop\", fontsize = 25)\n",
+    "\n",
+    "\n",
+    "\n",
+    "ax3 = plt.subplot2grid(shape=(2,4), loc=(0,3), colspan=1, rowspan = 1)\n",
+    "ax3.step(true_grad_bins_cdf[:-1], true_grads_cdf, linewidth = 3, where='post', color = 'black', label='ground truth')\n",
+    "ax3.step(pred_grad_bins_cdf_solprop[:-1], pred_grads_cdf_solprop, linewidth = 3,color = colors[0], where='post', label=r'$EMD_{Vermiere}}$' + f\" = {distance_solprop:.2f}\")\n",
+    "ax3.step(pred_grad_bins_cdf[:-1], pred_grads_cdf, where='post', linewidth = 3,color = colors[6], label= r'$EMD_{fastprop}$' + f\" = {distance:.2f}\")\n",
+    "ax3.step(pred_grad_bins_cdf[:-1], pred_grads_cdf_chemprop, where='post', linewidth = 3,color = colors[4], label=r'$EMD_{chemprop}$' + f\" = {distance_chemprop:.2f}\")\n",
+    "\n",
+    "# ax3.text(0.02, 0.3, r'$EMD_{Vermiere}}$' + f\" = {distance_solprop:.2f}\", fontsize = 18)\n",
+    "# ax3.text(0.02, 0.2, r'$EMD_{fastprop}$' + f\" = {distance:.2f}\", fontsize = 18)\n",
+    "# ax3.text(0.02, 0.1, r'$EMD_{chemprop}$' + f\" = {distance_chemprop:.2f}\", fontsize = 18)\n",
+    "\n",
+    "# Set axis limits\n",
+    "ax3.set_ylim([0, 1.01])\n",
+    "ax3.set_yticks([0,0.5 ,1])\n",
+    "ax3.text(-0.005, 1.15, \"c\", weight = 'bold', fontsize = 35)\n",
+    "ax3.set_xlim([-0.003, 0.06])\n",
+    "ax3.set_xticks([0,0.02, 0.04, 0.06])\n",
+    "\n",
+    "ax3.set_ylabel(\"Cumulative Probability\")\n",
+    "ax3.set_xlabel(r\"$\\frac{dlogS}{dT}$\")\n",
+    "ax3.legend(prop={'size': 16}, loc='lower right', frameon=False)\n",
+    "ax3.spines[['right', 'top']].set_visible(False)\n",
+    "#ax2.set_title(\"Fastsolv\", fontsize = 25)\n",
+    "\n",
+    "\n",
+    "\n",
+    "ax4= plt.subplot2grid(shape=(2,4), loc=(1,2), colspan=1, rowspan = 1)\n",
+    "feature = 'solute_MW'\n",
+    "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n",
+    "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n",
+    "\n",
+    "# Calculate cumulative residuals\n",
+    "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n",
+    "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n",
+    "\n",
+    "ax4.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n",
+    "ax4.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n",
+    "#ax4.set_title('Cumulative Residuals vs ' + feature )\n",
+    "ax4.set_xlabel(\"Solute weight (g/mol)\")\n",
+    "ax4.set_xlim([0, 600])\n",
+    "ax4.set_xticks([0, 200, 400, 600])\n",
+    "ax4.set_xticklabels([0, 200, 400,  600])\n",
+    "ax4.set_ylabel(r'Cumulative Residual $\\cdot 10^{-3}$')\n",
+    "ax4.legend(prop={'size': 24}, loc='lower right', frameon=False)\n",
+    "ax4.spines[['right', 'top']].set_visible(False)\n",
+    "ax4.text(-0.8,4.5, \"d\", weight='bold', fontsize = 35)\n",
+    "\n",
+    "\n",
+    "ax5= plt.subplot2grid(shape=(2,4), loc=(1,3), colspan=1, rowspan = 1)\n",
+    "ax5 = plt.gca()\n",
+    "\n",
+    "feature = 'solvent_SLogP'\n",
+    "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n",
+    "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n",
+    "\n",
+    "# Calculate cumulative residuals\n",
+    "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n",
+    "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n",
+    "\n",
+    "ax5.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n",
+    "ax5.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n",
+    "#ax4.set_title('Cumulative Residuals vs ' + feature )\n",
+    "ax5.set_xlabel(\"Solvent SlogP\")\n",
+    "ax5.set_yticklabels([])\n",
+    "ax5.set_xlim([-1.2, 5.1])\n",
+    "ax5.set_xticks([-1, 1, 3,5])\n",
+    "ax5.set_xticklabels([-1, 1, 3, 5])\n",
+    "\n",
+    "ax5.legend(prop={'size': 24}, loc='lower right', frameon=False)\n",
+    "ax5.spines[['right', 'top']].set_visible(False)\n",
+    "ax5.text(-1.55,4.5, \"e\", weight='bold', fontsize = 35)\n",
+    "\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=[6.4,4.8])\n",
+    "ax5 = plt.gca()\n",
+    "\n",
+    "feature = 'solvent_SLogP'\n",
+    "merged_fastprop_sorted_weight = merged_fastprop.sort_values(by=feature)\n",
+    "merged_chemprop_sorted_weight = merged_chemprop.sort_values(by=feature)\n",
+    "\n",
+    "# Calculate cumulative residuals\n",
+    "merged_fastprop_sorted_weight['cumulative_residual'] = merged_fastprop_sorted_weight['squared_residual'].cumsum()\n",
+    "merged_chemprop_sorted_weight['cumulative_residual'] = merged_chemprop_sorted_weight['squared_residual'].cumsum()\n",
+    "\n",
+    "ax5.plot(merged_fastprop_sorted_weight[feature], merged_fastprop_sorted_weight['cumulative_residual'].div(1000), label='Fastprop', color=colors[6], linewidth = 3)\n",
+    "ax5.plot(merged_chemprop_sorted_weight[feature], merged_chemprop_sorted_weight['cumulative_residual'].div(1000), label='Chemprop', color=colors[4], linewidth = 3)\n",
+    "#ax4.set_title('Cumulative Residuals vs ' + feature )\n",
+    "ax5.set_xlabel(\"Solvent Wildman-Crippen logP\")\n",
+    "ax5.set_yticklabels([])\n",
+    "ax5.set_xlim([-1.2, 5.1])\n",
+    "ax5.set_xticks([-1, 1, 3,5])\n",
+    "ax5.set_xticklabels([-1, 1, 3, 5])\n",
+    "\n",
+    "ax5.legend(prop={'size': 24}, loc='lower right', frameon=False)\n",
+    "ax5.spines[['right', 'top']].set_visible(False)\n",
+    "\n",
+    "plt.show()\n"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "PythonDeepChemENV",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.15"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/paper/figures/leeds_acetone_vermeire_results.png b/paper/figures/leeds_acetone_vermeire_results.png
deleted file mode 100644
index 8119d4f..0000000
Binary files a/paper/figures/leeds_acetone_vermeire_results.png and /dev/null differ
diff --git a/paper/figures/leeds_benzene_vermeire_results.png b/paper/figures/leeds_benzene_vermeire_results.png
deleted file mode 100644
index b62bda2..0000000
Binary files a/paper/figures/leeds_benzene_vermeire_results.png and /dev/null differ
diff --git a/paper/figures/leeds_ethanol_vermeire_results.png b/paper/figures/leeds_ethanol_vermeire_results.png
deleted file mode 100644
index 3e17bf2..0000000
Binary files a/paper/figures/leeds_ethanol_vermeire_results.png and /dev/null differ
diff --git a/paper/figures/solprop_extrapolation.ipynb b/paper/figures/solprop_extrapolation.ipynb
index 13961df..c68f05d 100644
--- a/paper/figures/solprop_extrapolation.ipynb
+++ b/paper/figures/solprop_extrapolation.ipynb
@@ -39,21801 +39,21 @@
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): Cl+2(1); Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Salt was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): O(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): C(2)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): O(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:19] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:19] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): O(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: not removing hydrogen atom without neighbors\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:20] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(2)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(2)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:21] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:21] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): N(2); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): Cl+2(1); Proton(s) added/removed\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(3)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:22] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): O(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Salt was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): O(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:23] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:24] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Metal was disconnected; Proton(s) added/removed\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Accepted unusual valence(s): O(4)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:25] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Accepted unusual valence(s): O(4)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): O(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:26] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Metal was disconnected\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): N(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1); N(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): O(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1); Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): N(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged; Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Accepted unusual valence(s): C(1)\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Vemeire training data includes 1536 solvents and 20194 solutes.\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Charges were rearranged\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Omitted undefined stereo\n",
-      "\n",
-      "[21:07:27] WARNING: Proton(s) added/removed\n",
-      "\n"
+     "ename": "FileNotFoundError",
+     "evalue": "[Errno 2] No such file or directory: '..\\\\data\\\\SolProp_v1.2\\\\Data\\\\AqueousSolu.csv'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[3], line 13\u001b[0m\n\u001b[0;32m     11\u001b[0m     df \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mread_excel(training_set)\n\u001b[0;32m     12\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m---> 13\u001b[0m     df \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_csv\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtraining_set\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m     14\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAqueous\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m training_set\u001b[38;5;241m.\u001b[39mname:\n\u001b[0;32m     15\u001b[0m     vermeire_training_solutes\u001b[38;5;241m.\u001b[39mextend(df[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msmiles solute\u001b[39m\u001b[38;5;124m\"\u001b[39m])\n",
+      "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\util\\_decorators.py:211\u001b[0m, in \u001b[0;36mdeprecate_kwarg.<locals>._deprecate_kwarg.<locals>.wrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m    209\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    210\u001b[0m         kwargs[new_arg_name] \u001b[38;5;241m=\u001b[39m new_arg_value\n\u001b[1;32m--> 211\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
+      "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\util\\_decorators.py:331\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments.<locals>.decorate.<locals>.wrapper\u001b[1;34m(*args, **kwargs)\u001b[0m\n\u001b[0;32m    325\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[0;32m    326\u001b[0m     warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[0;32m    327\u001b[0m         msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39m_format_argument_list(allow_args)),\n\u001b[0;32m    328\u001b[0m         \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[0;32m    329\u001b[0m         stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[0;32m    330\u001b[0m     )\n\u001b[1;32m--> 331\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
+      "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:950\u001b[0m, in \u001b[0;36mread_csv\u001b[1;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, skipfooter, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, cache_dates, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, doublequote, escapechar, comment, encoding, encoding_errors, dialect, error_bad_lines, warn_bad_lines, on_bad_lines, delim_whitespace, low_memory, memory_map, float_precision, storage_options)\u001b[0m\n\u001b[0;32m    935\u001b[0m kwds_defaults \u001b[38;5;241m=\u001b[39m _refine_defaults_read(\n\u001b[0;32m    936\u001b[0m     dialect,\n\u001b[0;32m    937\u001b[0m     delimiter,\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    946\u001b[0m     defaults\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdelimiter\u001b[39m\u001b[38;5;124m\"\u001b[39m: \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m},\n\u001b[0;32m    947\u001b[0m )\n\u001b[0;32m    948\u001b[0m kwds\u001b[38;5;241m.\u001b[39mupdate(kwds_defaults)\n\u001b[1;32m--> 950\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_read\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilepath_or_buffer\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mkwds\u001b[49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:605\u001b[0m, in \u001b[0;36m_read\u001b[1;34m(filepath_or_buffer, kwds)\u001b[0m\n\u001b[0;32m    602\u001b[0m _validate_names(kwds\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnames\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mNone\u001b[39;00m))\n\u001b[0;32m    604\u001b[0m \u001b[38;5;66;03m# Create the parser.\u001b[39;00m\n\u001b[1;32m--> 605\u001b[0m parser \u001b[38;5;241m=\u001b[39m TextFileReader(filepath_or_buffer, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds)\n\u001b[0;32m    607\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m chunksize \u001b[38;5;129;01mor\u001b[39;00m iterator:\n\u001b[0;32m    608\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m parser\n",
+      "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:1442\u001b[0m, in \u001b[0;36mTextFileReader.__init__\u001b[1;34m(self, f, engine, **kwds)\u001b[0m\n\u001b[0;32m   1439\u001b[0m     \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39moptions[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m kwds[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhas_index_names\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m   1441\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles: IOHandles \u001b[38;5;241m|\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m-> 1442\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_engine \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_make_engine\u001b[49m\u001b[43m(\u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\parsers\\readers.py:1735\u001b[0m, in \u001b[0;36mTextFileReader._make_engine\u001b[1;34m(self, f, engine)\u001b[0m\n\u001b[0;32m   1733\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m mode:\n\u001b[0;32m   1734\u001b[0m         mode \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m-> 1735\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;241m=\u001b[39m \u001b[43mget_handle\u001b[49m\u001b[43m(\u001b[49m\n\u001b[0;32m   1736\u001b[0m \u001b[43m    \u001b[49m\u001b[43mf\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1737\u001b[0m \u001b[43m    \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1738\u001b[0m \u001b[43m    \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1739\u001b[0m \u001b[43m    \u001b[49m\u001b[43mcompression\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcompression\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1740\u001b[0m \u001b[43m    \u001b[49m\u001b[43mmemory_map\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mmemory_map\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1741\u001b[0m \u001b[43m    \u001b[49m\u001b[43mis_text\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mis_text\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1742\u001b[0m \u001b[43m    \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mencoding_errors\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstrict\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1743\u001b[0m \u001b[43m    \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43moptions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mstorage_options\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mNone\u001b[39;49;00m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m   1744\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m   1745\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m   1746\u001b[0m f \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mhandles\u001b[38;5;241m.\u001b[39mhandle\n",
+      "File \u001b[1;32mc:\\ProgramData\\Miniconda3\\envs\\PythonDeepChemENV\\lib\\site-packages\\pandas\\io\\common.py:856\u001b[0m, in \u001b[0;36mget_handle\u001b[1;34m(path_or_buf, mode, encoding, compression, memory_map, is_text, errors, storage_options)\u001b[0m\n\u001b[0;32m    851\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(handle, \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m    852\u001b[0m     \u001b[38;5;66;03m# Check whether the filename is to be opened in binary mode.\u001b[39;00m\n\u001b[0;32m    853\u001b[0m     \u001b[38;5;66;03m# Binary mode does not support 'encoding' and 'newline'.\u001b[39;00m\n\u001b[0;32m    854\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mencoding \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mb\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m ioargs\u001b[38;5;241m.\u001b[39mmode:\n\u001b[0;32m    855\u001b[0m         \u001b[38;5;66;03m# Encoding\u001b[39;00m\n\u001b[1;32m--> 856\u001b[0m         handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[0;32m    857\u001b[0m \u001b[43m            \u001b[49m\u001b[43mhandle\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    858\u001b[0m \u001b[43m            \u001b[49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    859\u001b[0m \u001b[43m            \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mioargs\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    860\u001b[0m \u001b[43m            \u001b[49m\u001b[43merrors\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43merrors\u001b[49m\u001b[43m,\u001b[49m\n\u001b[0;32m    861\u001b[0m \u001b[43m            \u001b[49m\u001b[43mnewline\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[0;32m    862\u001b[0m \u001b[43m        \u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    863\u001b[0m     \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m    864\u001b[0m         \u001b[38;5;66;03m# Binary mode\u001b[39;00m\n\u001b[0;32m    865\u001b[0m         handle \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mopen\u001b[39m(handle, ioargs\u001b[38;5;241m.\u001b[39mmode)\n",
+      "\u001b[1;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '..\\\\data\\\\SolProp_v1.2\\\\Data\\\\AqueousSolu.csv'"
      ]
     }
    ],
@@ -47012,7 +25232,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "fprop",
+   "display_name": "PythonDeepChemENV",
    "language": "python",
    "name": "python3"
   },
@@ -47026,7 +25246,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.9"
+   "version": "3.9.15"
   }
  },
  "nbformat": 4,
diff --git a/paper/figures/solprop_nonaq_vermeire_results.png b/paper/figures/solprop_nonaq_vermeire_results.png
deleted file mode 100644
index 0a6b1b6..0000000
Binary files a/paper/figures/solprop_nonaq_vermeire_results.png and /dev/null differ
diff --git a/paper/figures/source10.1016j.jct.2016.09.038solventCc1ccccc1soluteCC(C)(C)[C@H](O)[C@H](Cc1ccc(Cl)cc1)n1cncn1source10.1021acs.jced.0c00468solventCC1CCCCC1soluteCC(C)COc1cccc(B(O)O)c1.png b/paper/figures/source10.1016j.jct.2016.09.038solventCc1ccccc1soluteCC(C)(C)[C@H](O)[C@H](Cc1ccc(Cl)cc1)n1cncn1source10.1021acs.jced.0c00468solventCC1CCCCC1soluteCC(C)COc1cccc(B(O)O)c1.png
deleted file mode 100644
index 5493e58..0000000
Binary files a/paper/figures/source10.1016j.jct.2016.09.038solventCc1ccccc1soluteCC(C)(C)[C@H](O)[C@H](Cc1ccc(Cl)cc1)n1cncn1source10.1021acs.jced.0c00468solventCC1CCCCC1soluteCC(C)COc1cccc(B(O)O)c1.png and /dev/null differ